diff --git a/samples/features/r-services/Telco Customer Churn v4/Data/edw_cdr.csv b/samples/features/r-services/Telco Customer Churn v4/Data/edw_cdr.csv deleted file mode 100644 index b1cda447..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/Data/edw_cdr.csv +++ /dev/null @@ -1,20469 +0,0 @@ -age,annualincome,calldroprate,callfailurerate,callingnum,customerid,customersuspended,education,gender,homeowner,maritalstatus,monthlybilledamount,noadditionallines,numberofcomplaints,numberofmonthunpaid,numdayscontractequipmentplanexpiring,occupation,penaltytoswitch,state,totalminsusedinlastmonth,unpaidbalance,usesinternetservice,usesvoiceservice,percentagecalloutsidenetwork,totalcallduration,avgcallduration,churn,year,month -12,168147,0.06,0,4251078442,1,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,0,7,96,Technology Related Job,371,WA,15,19,No,No,0.82,5971,663,0,2015,1 -12,168147,0.06,0,4251078442,1,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,0,7,96,Technology Related Job,371,WA,15,19,No,No,0.82,3981,995,0,2015,2 -42,29047,0.05,0.01,4251043419,2,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,1,4,14,Technology Related Job,43,WI,212,34,No,Yes,0.27,7379,737,0,2015,1 -42,29047,0.05,0.01,4251043419,2,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,1,4,14,Technology Related Job,43,WI,212,34,No,Yes,0.27,1729,432,0,2015,2 -58,27076,0.07,0.02,4251055773,3,Yes,Master or equivalent,Female,Yes,Single,16,\N,0,2,55,Technology Related Job,403,KS,216,144,No,No,0.48,3122,624,0,2015,1 -58,27076,0.07,0.02,4251055773,3,Yes,Master or equivalent,Female,Yes,Single,16,\N,0,2,55,Technology Related Job,403,KS,216,144,No,No,0.48,2769,553,0,2015,2 -20,137977,0.05,0.03,4251042488,4,Yes,PhD or equivalent,Male,No,Single,74,\N,1,7,73,Technology Related Job,76,KY,412,159,Yes,No,0.94,834,834,0,2015,1 -20,137977,0.05,0.03,4251042488,4,Yes,PhD or equivalent,Male,No,Single,74,\N,1,7,73,Technology Related Job,76,KY,412,159,Yes,No,0.94,5868,838,0,2015,2 -36,136006,0.07,0,4251073177,5,Yes,High School or below,Male,Yes,Married,81,\N,0,5,14,Technology Related Job,436,ND,416,19,No,No,0.15,1886,628,0,2015,1 -36,136006,0.07,0,4251073177,5,Yes,High School or below,Male,Yes,Married,81,\N,0,5,14,Technology Related Job,436,ND,416,19,No,No,0.15,2602,867,0,2015,2 -67,246906,0.05,0.01,4251023523,6,Yes,High School or below,Female,Yes,Married,19,\N,1,2,32,Technology Related Job,108,OK,113,34,No,No,0.61,2737,391,0,2015,1 -67,246906,0.05,0.01,4251023523,6,Yes,High School or below,Female,Yes,Married,19,\N,1,2,32,Technology Related Job,108,OK,113,34,No,No,0.61,5845,835,0,2015,2 -14,244935,0.07,0.02,4251055777,7,Yes,High School or below,Male,Yes,Single,27,\N,3,0,73,Technology Related Job,468,AZ,116,144,No,No,0.82,3342,557,0,2015,1 -14,244935,0.07,0.02,4251055777,7,Yes,High School or below,Male,Yes,Single,27,\N,3,0,73,Technology Related Job,468,AZ,116,144,No,No,0.82,2428,809,0,2015,2 -45,105835,0.05,0.03,4251045184,8,Yes,High School or below,Female,Yes,Married,85,\N,1,5,91,Technology Related Job,141,CA,313,159,No,No,0.27,2446,815,0,2015,1 -45,105835,0.05,0.03,4251045184,8,Yes,High School or below,Female,Yes,Married,85,\N,1,5,91,Technology Related Job,141,CA,313,159,No,No,0.27,4882,813,0,2015,2 -61,103864,0.07,0,4251031912,9,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,3,3,32,Technology Related Job,1,MI,316,19,No,No,0.48,2065,516,0,2015,1 -61,103864,0.07,0,4251031912,9,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,3,3,32,Technology Related Job,1,MI,316,19,No,No,0.48,2802,560,0,2015,2 -61,103864,0.07,0,4251031912,9,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,3,3,32,Technology Related Job,1,MI,316,19,No,No,0.48,268,268,0,2015,3 -23,214765,0.06,0.01,4251042084,10,Yes,Bachelor or equivalent,Male,Yes,Single,30,\N,0,0,50,Technology Related Job,173,MN,13,34,No,No,0.94,3022,755,1,2015,1 -23,214765,0.06,0.01,4251042084,10,Yes,Bachelor or equivalent,Male,Yes,Single,30,\N,0,0,50,Technology Related Job,173,MN,13,34,No,No,0.94,3076,615,1,2015,2 -23,214765,0.06,0.01,4251042084,10,Yes,Bachelor or equivalent,Male,Yes,Single,30,\N,0,0,50,Technology Related Job,173,MN,13,34,No,No,0.94,626,626,1,2015,3 -39,212794,0,0.02,4251079715,11,Yes,Master or equivalent,Female,Yes,Married,37,\N,3,6,91,Technology Related Job,34,SC,17,144,No,Yes,0.15,3968,661,0,2015,1 -39,212794,0,0.02,4251079715,11,Yes,Master or equivalent,Female,Yes,Married,37,\N,3,6,91,Technology Related Job,34,SC,17,144,No,Yes,0.15,3685,737,0,2015,2 -69,73694,0.06,0.03,4251022028,12,Yes,Master or equivalent,Male,No,Married,95,\N,0,4,9,Technology Related Job,206,TN,214,159,No,No,0.61,1392,696,0,2015,1 -69,73694,0.06,0.03,4251022028,12,Yes,Master or equivalent,Male,No,Married,95,\N,0,4,9,Technology Related Job,206,TN,214,159,No,No,0.61,1456,485,0,2015,2 -69,73694,0.06,0.03,4251022028,12,Yes,Master or equivalent,Male,No,Married,95,\N,0,4,9,Technology Related Job,206,TN,214,159,No,No,0.61,378,378,0,2015,3 -17,71723,0,0,4251047310,13,Yes,High School or below,Male,No,Married,103,\N,3,1,50,Technology Related Job,66,FL,217,19,No,No,0.82,6780,968,0,2015,1 -17,71723,0,0,4251047310,13,Yes,High School or below,Male,No,Married,103,\N,3,1,50,Technology Related Job,66,FL,217,19,No,No,0.82,2277,1138,0,2015,2 -48,182623,0.06,0.01,4251072591,14,Yes,High School or below,Female,Yes,Married,41,\N,0,7,68,Technology Related Job,239,HI,414,34,No,No,0.27,3877,775,0,2015,1 -48,182623,0.06,0.01,4251072591,14,Yes,High School or below,Female,Yes,Married,41,\N,0,7,68,Technology Related Job,239,HI,414,34,No,No,0.27,2675,1337,0,2015,2 -64,180652,0,0.02,4251060013,15,Yes,High School or below,Female,Yes,Single,48,\N,2,4,8,Technology Related Job,99,NV,417,144,No,No,0.48,3624,604,0,2015,1 -64,180652,0,0.02,4251060013,15,Yes,High School or below,Female,Yes,Single,48,\N,2,4,8,Technology Related Job,99,NV,417,144,No,No,0.48,825,412,0,2015,2 -26,41553,0.06,0.03,4251042322,16,Yes,High School or below,Male,Yes,Single,106,\N,0,2,27,Technology Related Job,271,NH,114,159,No,No,0.94,3595,599,0,2015,1 -26,41553,0.06,0.03,4251042322,16,Yes,High School or below,Male,Yes,Single,106,\N,0,2,27,Technology Related Job,271,NH,114,159,No,No,0.94,1890,472,0,2015,2 -26,41553,0.06,0.03,4251042322,16,Yes,High School or below,Male,Yes,Single,106,\N,0,2,27,Technology Related Job,271,NH,114,159,No,No,0.94,1248,1248,0,2015,3 -42,39582,0,0,4251011152,17,Yes,Bachelor or equivalent,Female,Yes,Married,114,\N,2,7,67,Technology Related Job,131,VA,118,19,No,No,0.15,3716,929,0,2015,1 -42,39582,0,0,4251011152,17,Yes,Bachelor or equivalent,Female,Yes,Married,114,\N,2,7,67,Technology Related Job,131,VA,118,19,No,No,0.15,3966,661,0,2015,2 -72,150482,0.07,0.01,4251051704,18,Yes,Bachelor or equivalent,Male,No,Single,52,\N,3,5,86,Non-technology Related Job,304,WV,315,34,No,No,0.61,3646,607,0,2015,1 -72,150482,0.07,0.01,4251051704,18,Yes,Bachelor or equivalent,Male,No,Single,52,\N,3,5,86,Non-technology Related Job,304,WV,315,34,No,No,0.61,4605,767,0,2015,2 -20,148511,0.01,0.02,4251070591,19,Yes,Master or equivalent,Male,Yes,Married,59,\N,2,2,26,Technology Related Job,164,IA,318,144,No,No,0.82,6031,861,0,2015,1 -20,148511,0.01,0.02,4251070591,19,Yes,Master or equivalent,Male,Yes,Married,59,\N,2,2,26,Technology Related Job,164,IA,318,144,No,No,0.82,3828,765,0,2015,2 -50,9412,0.07,0.03,4251047771,20,Yes,Master or equivalent,Female,Yes,Married,117,\N,3,0,45,Non-technology Related Job,336,KY,15,159,No,No,0.28,1922,961,0,2015,1 -50,9412,0.07,0.03,4251047771,20,Yes,Master or equivalent,Female,Yes,Married,117,\N,3,0,45,Non-technology Related Job,336,KY,15,159,No,No,0.28,2659,886,0,2015,2 -66,7441,0.01,0,4251079003,21,Yes,High School or below,Female,Yes,Single,4,\N,1,5,85,Technology Related Job,196,ND,18,19,No,No,0.49,4680,936,0,2015,1 -66,7441,0.01,0,4251079003,21,Yes,High School or below,Female,Yes,Single,4,\N,1,5,85,Technology Related Job,196,ND,18,19,No,No,0.49,2918,729,0,2015,2 -29,118341,0.07,0.01,4251043431,22,Yes,High School or below,Male,Yes,Single,62,\N,3,3,4,Non-technology Related Job,369,OH,215,34,No,No,0.94,4746,527,0,2015,1 -29,118341,0.07,0.01,4251043431,22,Yes,High School or below,Male,Yes,Single,62,\N,3,3,4,Non-technology Related Job,369,OH,215,34,No,No,0.94,5287,881,0,2015,2 -29,118341,0.07,0.01,4251043431,22,Yes,High School or below,Male,Yes,Single,62,\N,3,3,4,Non-technology Related Job,369,OH,215,34,No,No,0.94,995,497,0,2015,3 -45,116370,0.01,0.02,4251010033,23,Yes,High School or below,Female,Yes,Single,70,\N,1,0,44,Technology Related Job,229,AK,219,144,No,No,0.15,1175,587,0,2015,1 -45,116370,0.01,0.02,4251010033,23,Yes,High School or below,Female,Yes,Single,70,\N,1,0,44,Technology Related Job,229,AK,219,144,No,No,0.15,5389,598,0,2015,2 -75,227270,0.07,0.03,4251016886,24,Yes,High School or below,Male,Yes,Single,8,\N,2,6,63,Non-technology Related Job,401,AR,416,159,No,Yes,0.61,4992,998,0,2015,1 -75,227270,0.07,0.03,4251016886,24,Yes,High School or below,Male,Yes,Single,8,\N,2,6,63,Non-technology Related Job,401,AR,416,159,No,Yes,0.61,4041,505,0,2015,2 -23,225299,0.01,0,4251045842,25,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,1,3,3,Technology Related Job,261,MA,419,19,No,No,0.82,3219,643,0,2015,1 -23,225299,0.01,0,4251045842,25,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,1,3,3,Technology Related Job,261,MA,419,19,No,No,0.82,3228,645,0,2015,2 -53,86200,0,0,4251043061,26,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,2,1,22,Non-technology Related Job,434,MN,116,34,No,No,0.28,5926,592,0,2015,1 -53,86200,0,0,4251043061,26,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,2,1,22,Non-technology Related Job,434,MN,116,34,No,No,0.28,1875,625,0,2015,2 -69,84229,0.02,0.02,4251098247,27,Yes,Bachelor or equivalent,Female,No,Single,81,\N,1,6,62,Technology Related Job,294,SC,119,144,No,No,0.49,7748,704,0,2015,1 -69,84229,0.02,0.02,4251098247,27,Yes,Bachelor or equivalent,Female,No,Single,81,\N,1,6,62,Technology Related Job,294,SC,119,144,No,No,0.49,6669,833,0,2015,2 -69,84229,0.02,0.02,4251098247,27,Yes,Bachelor or equivalent,Female,No,Single,81,\N,1,6,62,Technology Related Job,294,SC,119,144,No,No,0.49,405,405,0,2015,3 -31,195129,0,0.02,4251026170,28,Yes,Master or equivalent,Male,Yes,Married,18,\N,2,4,81,Non-technology Related Job,466,SD,316,159,No,No,0.94,7215,721,0,2015,1 -31,195129,0,0.02,4251026170,28,Yes,Master or equivalent,Male,Yes,Married,18,\N,2,4,81,Non-technology Related Job,466,SD,316,159,No,No,0.94,1614,807,0,2015,2 -47,193158,0.02,0,4251011887,29,Yes,High School or below,Female,Yes,Single,26,\N,0,1,21,Technology Related Job,327,DE,320,19,Yes,No,0.15,6115,611,0,2015,1 -47,193158,0.02,0,4251011887,29,Yes,High School or below,Female,Yes,Single,26,\N,0,1,21,Technology Related Job,327,DE,320,19,Yes,No,0.15,2102,420,0,2015,2 -78,54058,0,0,4251017032,30,Yes,High School or below,Male,Yes,Single,84,\N,2,7,39,Non-technology Related Job,499,GA,16,34,No,No,0.61,4933,704,0,2015,1 -78,54058,0,0,4251017032,30,Yes,High School or below,Male,Yes,Single,84,\N,2,7,39,Non-technology Related Job,499,GA,16,34,No,No,0.61,6507,813,0,2015,2 -26,52087,0.02,0.02,4251029808,31,Yes,High School or below,Male,Yes,Married,91,\N,0,5,80,Technology Related Job,359,NE,20,144,No,No,0.82,2707,541,0,2015,1 -26,52087,0.02,0.02,4251029808,31,Yes,High School or below,Male,Yes,Married,91,\N,0,5,80,Technology Related Job,359,NE,20,144,No,No,0.82,5199,742,0,2015,2 -26,52087,0.02,0.02,4251029808,31,Yes,High School or below,Male,Yes,Married,91,\N,0,5,80,Technology Related Job,359,NE,20,144,No,No,0.82,270,270,0,2015,3 -56,162988,0,0.02,4251040357,32,Yes,High School or below,Female,No,Married,29,\N,1,2,98,Non-technology Related Job,32,NH,217,159,No,No,0.28,3978,795,0,2015,1 -56,162988,0,0.02,4251040357,32,Yes,High School or below,Female,No,Married,29,\N,1,2,98,Non-technology Related Job,32,NH,217,159,No,No,0.28,3795,759,0,2015,2 -72,161017,0.02,0,4251093174,33,Yes,High School or below,Female,Yes,Married,37,\N,0,0,39,Technology Related Job,392,VA,220,19,No,Yes,0.49,1596,399,0,2015,1 -72,161017,0.02,0,4251093174,33,Yes,High School or below,Female,Yes,Married,37,\N,0,0,39,Technology Related Job,392,VA,220,19,No,Yes,0.49,7474,1067,0,2015,2 -34,21917,0.01,0,4251076747,34,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,5,57,Non-technology Related Job,64,WA,417,34,No,No,0.94,5974,746,0,2015,1 -34,21917,0.01,0,4251076747,34,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,5,57,Non-technology Related Job,64,WA,417,34,No,No,0.94,3903,975,0,2015,2 -34,21917,0.01,0,4251076747,34,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,5,57,Non-technology Related Job,64,WA,417,34,No,No,0.94,331,331,0,2015,3 -50,19946,0.03,0.02,4251068765,35,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,0,3,98,Technology Related Job,424,IN,420,144,No,No,0.16,2198,732,0,2015,1 -50,19946,0.03,0.02,4251068765,35,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,0,3,98,Technology Related Job,424,IN,420,144,No,No,0.16,8067,733,0,2015,2 -13,130846,0.01,0.02,4251081945,36,Yes,Bachelor or equivalent,Male,Yes,Single,40,\N,1,0,16,Non-technology Related Job,97,KS,117,159,No,No,0.61,3994,998,0,2015,1 -13,130846,0.01,0.02,4251081945,36,Yes,Bachelor or equivalent,Male,Yes,Single,40,\N,1,0,16,Non-technology Related Job,97,KS,117,159,No,No,0.61,4002,1000,0,2015,2 -13,130846,0.01,0.02,4251081945,36,Yes,Bachelor or equivalent,Male,Yes,Single,40,\N,1,0,16,Non-technology Related Job,97,KS,117,159,No,No,0.61,1083,1083,0,2015,3 -28,128875,0.03,0,4251070137,37,Yes,PhD or equivalent,Male,Yes,Married,47,\N,3,6,57,Technology Related Job,457,NC,121,19,No,No,0.82,1384,346,0,2015,1 -28,128875,0.03,0,4251070137,37,Yes,PhD or equivalent,Male,Yes,Married,47,\N,3,6,57,Technology Related Job,457,NC,121,19,No,No,0.82,4753,950,0,2015,2 -59,239776,0.01,0,4251075538,38,Yes,High School or below,Female,Yes,Single,105,\N,1,3,75,Non-technology Related Job,129,OH,318,34,No,No,0.28,2849,949,0,2015,1 -59,239776,0.01,0,4251075538,38,Yes,High School or below,Female,Yes,Single,105,\N,1,3,75,Non-technology Related Job,129,OH,318,34,No,No,0.28,3537,707,0,2015,2 -59,239776,0.01,0,4251075538,38,Yes,High School or below,Female,Yes,Single,105,\N,1,3,75,Non-technology Related Job,129,OH,318,34,No,No,0.28,2622,1311,0,2015,3 -75,237805,0.03,0.02,4251098864,39,Yes,High School or below,Female,Yes,Married,113,\N,3,1,16,Technology Related Job,489,AK,321,143,No,No,0.49,3015,603,0,2015,1 -75,237805,0.03,0.02,4251098864,39,Yes,High School or below,Female,Yes,Married,113,\N,3,1,16,Technology Related Job,489,AK,321,143,No,No,0.49,1514,504,0,2015,2 -37,98705,0.01,0.02,4251076763,40,Yes,High School or below,Male,Yes,Married,51,\N,0,6,34,Non-technology Related Job,162,AR,18,158,No,No,0.95,5173,862,0,2015,1 -37,98705,0.01,0.02,4251076763,40,Yes,High School or below,Male,Yes,Married,51,\N,0,6,34,Non-technology Related Job,162,AR,18,158,No,No,0.95,2143,428,0,2015,2 -53,96734,0.03,0,4251067408,41,Yes,High School or below,Female,No,Single,58,\N,3,4,75,Technology Related Job,22,MD,21,18,No,No,0.16,2614,326,0,2015,1 -53,96734,0.03,0,4251067408,41,Yes,High School or below,Female,No,Single,58,\N,3,4,75,Technology Related Job,22,MD,21,18,No,No,0.16,2175,1087,0,2015,2 -15,207635,0.02,0,4251074247,42,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,0,2,93,Non-technology Related Job,194,MI,218,33,No,No,0.61,5422,1084,1,2015,1 -15,207635,0.02,0,4251074247,42,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,0,2,93,Non-technology Related Job,194,MI,218,33,No,No,0.61,2938,734,1,2015,2 -31,205664,0.04,0.02,4251021408,43,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,2,7,33,Technology Related Job,54,RI,222,143,No,No,0.82,2916,583,0,2015,1 -31,205664,0.04,0.02,4251021408,43,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,2,7,33,Technology Related Job,54,RI,222,143,No,No,0.82,3946,657,0,2015,2 -62,66564,0.02,0.02,4251086886,44,Yes,Bachelor or equivalent,Female,Yes,Single,62,\N,0,5,52,Non-technology Related Job,227,SD,419,158,No,No,0.28,7311,609,0,2015,1 -62,66564,0.02,0.02,4251086886,44,Yes,Bachelor or equivalent,Female,Yes,Single,62,\N,0,5,52,Non-technology Related Job,227,SD,419,158,No,No,0.28,582,582,0,2015,2 -62,66564,0.02,0.02,4251086886,44,Yes,Bachelor or equivalent,Female,Yes,Single,62,\N,0,5,52,Non-technology Related Job,227,SD,419,158,No,No,0.28,1340,1340,0,2015,3 -77,64593,0.04,0,4251086023,45,Yes,Master or equivalent,Male,Yes,Married,69,\N,2,2,92,Technology Related Job,87,DE,422,18,No,No,0.49,1761,587,0,2015,1 -77,64593,0.04,0,4251086023,45,Yes,Master or equivalent,Male,Yes,Married,69,\N,2,2,92,Technology Related Job,87,DE,422,18,No,No,0.49,7002,1000,0,2015,2 -40,175493,0.02,0,4251012570,46,Yes,PhD or equivalent,Female,No,Married,7,\N,3,0,11,Non-technology Related Job,259,GA,119,33,No,Yes,0.95,5350,668,0,2015,1 -40,175493,0.02,0,4251012570,46,Yes,PhD or equivalent,Female,No,Married,7,\N,3,0,11,Non-technology Related Job,259,GA,119,33,No,Yes,0.95,3806,761,0,2015,2 -56,173522,0.04,0.02,4251066935,47,Yes,High School or below,Female,No,Single,14,\N,2,5,51,Technology Related Job,120,MT,122,143,No,No,0.16,3793,948,0,2015,1 -56,173522,0.04,0.02,4251066935,47,Yes,High School or below,Female,No,Single,14,\N,2,5,51,Technology Related Job,120,MT,122,143,No,No,0.16,3670,734,0,2015,2 -18,34423,0.02,0.02,4251098797,48,Yes,High School or below,Male,Yes,Single,72,\N,3,3,70,Non-technology Related Job,292,NV,319,158,No,No,0.61,7422,530,0,2015,1 -18,34423,0.02,0.02,4251098797,48,Yes,High School or below,Male,Yes,Single,72,\N,3,3,70,Non-technology Related Job,292,NV,319,158,No,No,0.61,3907,976,0,2015,2 -18,34423,0.02,0.02,4251098797,48,Yes,High School or below,Male,Yes,Single,72,\N,3,3,70,Non-technology Related Job,292,NV,319,158,No,No,0.61,867,867,0,2015,3 -34,32452,0.04,0,4251056800,49,Yes,High School or below,Male,Yes,Single,80,\N,2,0,10,Technology Related Job,152,VT,323,18,No,No,0.83,6501,812,0,2015,1 -34,32452,0.04,0,4251056800,49,Yes,High School or below,Male,Yes,Single,80,\N,2,0,10,Technology Related Job,152,VT,323,18,No,No,0.83,1937,484,0,2015,2 -64,143352,0.03,0,4251010715,50,Yes,High School or below,Female,Yes,Single,18,\N,3,6,29,Non-technology Related Job,325,WA,20,33,No,No,0.28,2851,950,0,2015,1 -64,143352,0.03,0,4251010715,50,Yes,High School or below,Female,Yes,Single,18,\N,3,6,29,Non-technology Related Job,325,WA,20,33,No,No,0.28,4723,674,0,2015,2 -64,143352,0.03,0,4251010715,50,Yes,High School or below,Female,Yes,Single,18,\N,3,6,29,Non-technology Related Job,325,WA,20,33,No,No,0.28,862,862,0,2015,3 -67,198309,0.06,0,4251036375,51,Yes,Bachelor or equivalent,Female,No,Married,109,\N,0,0,98,Non-technology Related Job,1,SC,119,68,No,No,0.81,4356,622,0,2015,1 -67,198309,0.06,0,4251036375,51,Yes,Bachelor or equivalent,Female,No,Married,109,\N,0,0,98,Non-technology Related Job,1,SC,119,68,No,No,0.81,3844,427,0,2015,2 -14,196338,0,0.02,4251094710,52,Yes,Bachelor or equivalent,Female,No,Single,116,\N,3,5,39,Technology Related Job,361,CO,122,178,No,No,0.02,1603,400,0,2015,1 -14,196338,0,0.02,4251094710,52,Yes,Bachelor or equivalent,Female,No,Single,116,\N,3,5,39,Technology Related Job,361,CO,122,178,No,No,0.02,964,482,0,2015,2 -45,57239,0.07,0.02,4251034334,53,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,0,3,57,Non-technology Related Job,33,DE,319,193,No,No,0.48,4873,812,0,2015,1 -45,57239,0.07,0.02,4251034334,53,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,0,3,57,Non-technology Related Job,33,DE,319,193,No,No,0.48,4273,1068,0,2015,2 -61,55268,0.01,0.03,4251094629,54,Yes,Master or equivalent,Female,Yes,Married,61,\N,2,1,97,Technology Related Job,393,MO,322,53,No,No,0.69,6260,894,0,2015,1 -61,55268,0.01,0.03,4251094629,54,Yes,Master or equivalent,Female,Yes,Married,61,\N,2,1,97,Technology Related Job,393,MO,322,53,No,No,0.69,7081,885,0,2015,2 -61,55268,0.01,0.03,4251094629,54,Yes,Master or equivalent,Female,Yes,Married,61,\N,2,1,97,Technology Related Job,393,MO,322,53,No,No,0.69,773,386,0,2015,3 -23,166168,0.07,0,4251096800,55,Yes,PhD or equivalent,Male,Yes,Single,119,\N,0,6,16,Non-technology Related Job,66,NE,19,68,No,Yes,0.15,4982,996,0,2015,1 -23,166168,0.07,0,4251096800,55,Yes,PhD or equivalent,Male,Yes,Single,119,\N,0,6,16,Non-technology Related Job,66,NE,19,68,No,Yes,0.15,996,332,0,2015,2 -39,164197,0.01,0.01,4251021021,56,Yes,High School or below,Male,Yes,Married,7,\N,2,4,56,Technology Related Job,426,UT,23,178,No,No,0.36,3399,566,0,2015,1 -39,164197,0.01,0.01,4251021021,56,Yes,High School or below,Male,Yes,Married,7,\N,2,4,56,Technology Related Job,426,UT,23,178,No,No,0.36,5970,852,0,2015,2 -69,25098,0.07,0.02,4251009252,57,Yes,High School or below,Female,Yes,Married,65,\N,3,1,75,Non-technology Related Job,98,VA,220,193,No,No,0.81,5120,1024,0,2015,1 -69,25098,0.07,0.02,4251009252,57,Yes,High School or below,Female,Yes,Married,65,\N,3,1,75,Non-technology Related Job,98,VA,220,193,No,No,0.81,3488,581,0,2015,2 -17,23127,0.01,0.03,4251079065,58,Yes,High School or below,Female,Yes,Single,72,\N,2,7,15,Technology Related Job,459,ID,223,53,No,No,0.02,2541,635,0,2015,1 -17,23127,0.01,0.03,4251079065,58,Yes,High School or below,Female,Yes,Single,72,\N,2,7,15,Technology Related Job,459,ID,223,53,No,No,0.02,1979,659,0,2015,2 -48,134027,0.07,0,4251047459,59,Yes,High School or below,Male,Yes,Single,10,\N,3,4,34,Non-technology Related Job,131,IN,420,68,No,No,0.48,2094,418,1,2015,1 -48,134027,0.07,0,4251047459,59,Yes,High School or below,Male,Yes,Single,10,\N,3,4,34,Non-technology Related Job,131,IN,420,68,No,No,0.48,4678,779,1,2015,2 -64,132056,0.01,0.01,4251063562,60,Yes,Bachelor or equivalent,Female,No,Single,18,\N,2,2,74,Technology Related Job,491,NM,423,178,No,No,0.69,1248,416,0,2015,1 -64,132056,0.01,0.01,4251063562,60,Yes,Bachelor or equivalent,Female,No,Single,18,\N,2,2,74,Technology Related Job,491,NM,423,178,No,No,0.69,2401,1200,0,2015,2 -26,242956,0,0.02,4251013339,61,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,3,7,93,Non-technology Related Job,164,NC,120,193,No,No,0.15,4894,699,0,2015,1 -26,242956,0,0.02,4251013339,61,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,3,7,93,Non-technology Related Job,164,NC,120,193,No,No,0.15,4258,532,0,2015,2 -26,242956,0,0.02,4251013339,61,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,3,7,93,Non-technology Related Job,164,NC,120,193,No,No,0.15,1433,1433,0,2015,3 -42,240985,0.02,0.03,4251043629,62,Yes,Master or equivalent,Male,Yes,Married,83,\N,1,5,33,Technology Related Job,24,WY,124,53,No,No,0.36,7318,731,0,2015,1 -42,240985,0.02,0.03,4251043629,62,Yes,Master or equivalent,Male,Yes,Married,83,\N,1,5,33,Technology Related Job,24,WY,124,53,No,No,0.36,3930,786,0,2015,2 -72,101886,0,0,4251029008,63,Yes,Master or equivalent,Female,Yes,Married,21,\N,2,2,52,Non-technology Related Job,196,AK,321,68,No,No,0.81,2422,807,0,2015,1 -72,101886,0,0,4251029008,63,Yes,Master or equivalent,Female,Yes,Married,21,\N,2,2,52,Non-technology Related Job,196,AK,321,68,No,No,0.81,4606,1151,0,2015,2 -72,101886,0,0,4251029008,63,Yes,Master or equivalent,Female,Yes,Married,21,\N,2,2,52,Non-technology Related Job,196,AK,321,68,No,No,0.81,222,222,0,2015,3 -20,99915,0.02,0.01,4251074288,64,Yes,High School or below,Female,Yes,Single,28,\N,1,0,92,Technology Related Job,56,LA,324,178,No,Yes,0.03,5519,919,0,2015,1 -20,99915,0.02,0.01,4251074288,64,Yes,High School or below,Female,Yes,Single,28,\N,1,0,92,Technology Related Job,56,LA,324,178,No,Yes,0.03,3209,458,0,2015,2 -50,210815,0,0.02,4251034446,65,No,High School or below,Male,No,Married,86,\N,2,6,11,Non-technology Related Job,229,MD,21,193,No,No,0.48,3286,657,0,2015,1 -50,210815,0,0.02,4251034446,65,No,High School or below,Male,No,Married,86,\N,2,6,11,Non-technology Related Job,229,MD,21,193,No,No,0.48,3688,737,0,2015,2 -66,208844,0.02,0.03,4251087741,66,Yes,High School or below,Female,No,Single,94,\N,1,3,51,Non-technology Related Job,89,OR,24,53,Yes,No,0.69,4067,1016,0,2015,1 -66,208844,0.02,0.03,4251087741,66,Yes,High School or below,Female,No,Single,94,\N,1,3,51,Non-technology Related Job,89,OR,24,53,Yes,No,0.69,2319,773,0,2015,2 -29,69744,0,0,4251013661,67,Yes,High School or below,Male,Yes,Single,32,\N,2,1,70,Non-technology Related Job,261,RI,221,68,No,No,0.15,5147,643,0,2015,1 -29,69744,0,0,4251013661,67,Yes,High School or below,Male,Yes,Single,32,\N,2,1,70,Non-technology Related Job,261,RI,221,68,No,No,0.15,5823,582,0,2015,2 -45,67773,0.02,0.01,4251053518,68,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,0,6,10,Non-technology Related Job,121,CO,225,178,No,No,0.36,5234,872,0,2015,1 -45,67773,0.02,0.01,4251053518,68,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,0,6,10,Non-technology Related Job,121,CO,225,178,No,No,0.36,4123,824,0,2015,2 -75,178674,0.01,0.02,4251039721,69,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,2,4,29,Non-technology Related Job,294,DE,422,193,No,No,0.82,3129,782,0,2015,1 -75,178674,0.01,0.02,4251039721,69,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,2,4,29,Non-technology Related Job,294,DE,422,193,No,No,0.82,4858,971,0,2015,2 -23,176703,0.03,0.03,4251076213,70,Yes,Master or equivalent,Female,Yes,Married,104,\N,0,1,69,Non-technology Related Job,154,MS,425,53,No,No,0.03,1562,781,0,2015,1 -23,176703,0.03,0.03,4251076213,70,Yes,Master or equivalent,Female,Yes,Married,104,\N,0,1,69,Non-technology Related Job,154,MS,425,53,No,No,0.03,3241,810,0,2015,2 -23,176703,0.03,0.03,4251076213,70,Yes,Master or equivalent,Female,Yes,Married,104,\N,0,1,69,Non-technology Related Job,154,MS,425,53,No,No,0.03,761,761,0,2015,3 -53,37603,0.01,0,4251011034,71,Yes,Master or equivalent,Male,No,Married,42,\N,1,7,87,Non-technology Related Job,326,MT,122,68,No,No,0.48,6985,776,0,2015,1 -53,37603,0.01,0,4251011034,71,Yes,Master or equivalent,Male,No,Married,42,\N,1,7,87,Non-technology Related Job,326,MT,122,68,No,No,0.48,5668,944,0,2015,2 -69,35632,0.03,0.01,4251031686,72,Yes,High School or below,Female,Yes,Single,50,\N,0,4,28,Non-technology Related Job,186,TX,125,178,No,No,0.69,410,410,0,2015,1 -69,35632,0.03,0.01,4251031686,72,Yes,High School or below,Female,Yes,Single,50,\N,0,4,28,Non-technology Related Job,186,TX,125,178,No,No,0.69,4271,1067,0,2015,2 -31,146533,0.01,0.02,4251009557,73,Yes,High School or below,Male,Yes,Single,108,\N,1,2,46,Non-technology Related Job,359,VT,322,193,No,No,0.15,2215,1107,0,2015,1 -31,146533,0.01,0.02,4251009557,73,Yes,High School or below,Male,Yes,Single,108,\N,1,2,46,Non-technology Related Job,359,VT,322,193,No,No,0.15,4283,856,0,2015,2 -47,144562,0.03,0.03,4251012749,74,Yes,High School or below,Male,No,Married,115,\N,0,7,87,Non-technology Related Job,219,ID,326,53,No,No,0.36,2620,436,0,2015,1 -47,144562,0.03,0.03,4251012749,74,Yes,High School or below,Male,No,Married,115,\N,0,7,87,Non-technology Related Job,219,ID,326,53,No,No,0.36,5222,746,0,2015,2 -78,5462,0.01,0,4251074783,75,Yes,High School or below,Female,Yes,Married,53,\N,1,5,5,Non-technology Related Job,391,IN,22,68,No,No,0.82,6683,668,0,2015,1 -78,5462,0.01,0,4251074783,75,Yes,High School or below,Female,Yes,Married,53,\N,1,5,5,Non-technology Related Job,391,IN,22,68,No,No,0.82,4678,668,0,2015,2 -26,3491,0.03,0.01,4251074932,76,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,3,2,46,Non-technology Related Job,252,NJ,26,178,No,No,0.03,2770,395,0,2015,1 -26,3491,0.03,0.01,4251074932,76,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,3,2,46,Non-technology Related Job,252,NJ,26,178,No,No,0.03,6140,877,0,2015,2 -56,114391,0.02,0.02,4251049339,77,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,1,0,64,Non-technology Related Job,424,NY,223,193,No,Yes,0.48,4680,780,0,2015,1 -56,114391,0.02,0.02,4251049339,77,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,1,0,64,Non-technology Related Job,424,NY,223,193,No,Yes,0.48,4061,676,0,2015,2 -56,114391,0.02,0.02,4251049339,77,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,1,0,64,Non-technology Related Job,424,NY,223,193,No,Yes,0.48,421,421,0,2015,3 -72,112420,0.04,0.03,4251057900,78,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,3,5,5,Non-technology Related Job,284,WI,226,53,No,No,0.7,1804,360,0,2015,1 -72,112420,0.04,0.03,4251057900,78,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,3,5,5,Non-technology Related Job,284,WI,226,53,No,No,0.7,1783,891,0,2015,2 -34,223321,0.02,0,4251025197,79,Yes,Master or equivalent,Male,No,Single,64,\N,0,3,23,Non-technology Related Job,457,AL,423,68,No,No,0.15,2090,696,0,2015,1 -34,223321,0.02,0,4251025197,79,Yes,Master or equivalent,Male,No,Single,64,\N,0,3,23,Non-technology Related Job,457,AL,423,68,No,No,0.15,4787,797,0,2015,2 -50,221350,0.04,0.01,4251082859,80,Yes,High School or below,Male,No,Married,71,\N,3,0,64,Non-technology Related Job,317,LA,426,178,No,No,0.36,1398,699,1,2015,1 -50,221350,0.04,0.01,4251082859,80,Yes,High School or below,Male,No,Married,71,\N,3,0,64,Non-technology Related Job,317,LA,426,178,No,No,0.36,4135,689,1,2015,2 -13,82250,0.02,0.02,4251067462,81,Yes,High School or below,Female,Yes,Single,9,\N,0,6,82,Non-technology Related Job,489,MD,123,193,No,No,0.82,6227,889,0,2015,1 -13,82250,0.02,0.02,4251067462,81,Yes,High School or below,Female,Yes,Single,9,\N,0,6,82,Non-technology Related Job,489,MD,123,193,No,No,0.82,3661,610,0,2015,2 -13,82250,0.02,0.02,4251067462,81,Yes,High School or below,Female,Yes,Single,9,\N,0,6,82,Non-technology Related Job,489,MD,123,193,No,No,0.82,811,811,0,2015,3 -28,80279,0.04,0.03,4251060710,82,Yes,High School or below,Male,Yes,Married,17,\N,2,4,23,Non-technology Related Job,349,OK,127,53,No,No,0.03,2644,1322,0,2015,1 -28,80279,0.04,0.03,4251060710,82,Yes,High School or below,Male,Yes,Married,17,\N,2,4,23,Non-technology Related Job,349,OK,127,53,No,No,0.03,3116,779,0,2015,2 -59,191179,0.02,0,4251062996,83,Yes,High School or below,Female,Yes,Married,75,\N,0,1,41,Non-technology Related Job,22,PA,324,68,Yes,No,0.49,2084,694,0,2015,1 -59,191179,0.02,0,4251062996,83,Yes,High School or below,Female,Yes,Married,75,\N,0,1,41,Non-technology Related Job,22,PA,324,68,Yes,No,0.49,4010,668,0,2015,2 -59,191179,0.02,0,4251062996,83,Yes,High School or below,Female,Yes,Married,75,\N,0,1,41,Non-technology Related Job,22,PA,324,68,Yes,No,0.49,292,292,0,2015,3 -75,189208,0.04,0.01,4251020849,84,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,2,7,81,Non-technology Related Job,382,CA,327,178,No,No,0.7,6657,739,0,2015,1 -75,189208,0.04,0.01,4251020849,84,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,2,7,81,Non-technology Related Job,382,CA,327,178,No,No,0.7,2961,987,0,2015,2 -37,50109,0.03,0.02,4251014655,85,Yes,Bachelor or equivalent,Male,No,Single,20,\N,3,4,0,Non-technology Related Job,54,CT,24,193,No,No,0.15,5239,873,0,2015,1 -37,50109,0.03,0.02,4251014655,85,Yes,Bachelor or equivalent,Male,No,Single,20,\N,3,4,0,Non-technology Related Job,54,CT,24,193,No,No,0.15,5408,1081,0,2015,2 -53,48138,0.05,0.03,4251072634,86,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,2,2,40,Non-technology Related Job,414,MS,27,53,No,Yes,0.36,5971,995,0,2015,1 -53,48138,0.05,0.03,4251072634,86,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,2,2,40,Non-technology Related Job,414,MS,27,53,No,Yes,0.36,4931,986,0,2015,2 -15,159038,0.03,0,4251026372,87,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,3,7,59,Others,87,MT,224,68,No,No,0.82,3502,583,0,2015,1 -15,159038,0.03,0,4251026372,87,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,3,7,59,Others,87,MT,224,68,No,No,0.82,2904,726,0,2015,2 -31,157067,0.05,0.01,4251043171,88,Yes,PhD or equivalent,Male,Yes,Married,93,\N,2,5,99,Non-technology Related Job,447,TX,228,178,No,No,0.03,4301,716,0,2015,1 -31,157067,0.05,0.01,4251043171,88,Yes,PhD or equivalent,Male,Yes,Married,93,\N,2,5,99,Non-technology Related Job,447,TX,228,178,No,No,0.03,3067,613,0,2015,2 -62,17967,0.03,0.02,4251086105,89,Yes,High School or below,Female,Yes,Married,31,\N,3,2,18,Others,119,UT,425,193,No,No,0.49,1933,483,0,2015,1 -62,17967,0.03,0.02,4251086105,89,Yes,High School or below,Female,Yes,Married,31,\N,3,2,18,Others,119,UT,425,193,No,No,0.49,5156,572,0,2015,2 -62,17967,0.03,0.02,4251086105,89,Yes,High School or below,Female,Yes,Married,31,\N,3,2,18,Others,119,UT,425,193,No,No,0.49,658,658,0,2015,3 -77,15996,0.05,0.03,4251026864,90,Yes,High School or below,Female,Yes,Single,38,\N,1,0,58,Non-technology Related Job,479,HI,428,53,No,No,0.7,2210,736,0,2015,1 -77,15996,0.05,0.03,4251026864,90,Yes,High School or below,Female,Yes,Single,38,\N,1,0,58,Non-technology Related Job,479,HI,428,53,No,No,0.7,3578,715,0,2015,2 -40,126897,0.03,0,4251051801,91,Yes,High School or below,Male,Yes,Married,96,\N,3,5,77,Others,152,IL,125,68,No,No,0.15,6811,973,0,2015,1 -40,126897,0.03,0,4251051801,91,Yes,High School or below,Male,Yes,Married,96,\N,3,5,77,Others,152,IL,125,68,No,No,0.15,1072,1072,0,2015,2 -56,124926,0.05,0.01,4251026937,92,Yes,High School or below,Male,Yes,Single,104,\N,1,3,17,Non-technology Related Job,12,NJ,128,178,No,No,0.36,3741,748,0,2015,1 -56,124926,0.05,0.01,4251026937,92,Yes,High School or below,Male,Yes,Single,104,\N,1,3,17,Non-technology Related Job,12,NJ,128,178,No,No,0.36,6840,855,0,2015,2 -18,235826,0.04,0.02,4251073888,93,Yes,Bachelor or equivalent,Female,No,Single,42,\N,2,1,36,Others,184,NY,325,193,No,No,0.82,2865,573,0,2015,1 -18,235826,0.04,0.02,4251073888,93,Yes,Bachelor or equivalent,Female,No,Single,42,\N,2,1,36,Others,184,NY,325,193,No,No,0.82,1515,505,0,2015,2 -34,233855,0.06,0.03,4251058173,94,Yes,Bachelor or equivalent,Male,No,Married,49,\N,1,6,76,Non-technology Related Job,45,WI,329,53,No,No,0.03,5656,628,0,2015,1 -34,233855,0.06,0.03,4251058173,94,Yes,Bachelor or equivalent,Male,No,Married,49,\N,1,6,76,Non-technology Related Job,45,WI,329,53,No,No,0.03,2150,537,0,2015,2 -64,94756,0.04,0,4251010073,95,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,2,4,95,Others,217,WY,26,68,No,No,0.49,1073,1073,0,2015,1 -64,94756,0.04,0,4251010073,95,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,2,4,95,Others,217,WY,26,68,No,No,0.49,6177,772,0,2015,2 -12,92785,0.06,0.01,4251077583,96,Yes,Master or equivalent,Female,Yes,Married,114,\N,1,1,35,Non-technology Related Job,77,KY,29,178,No,No,0.7,5539,692,0,2015,1 -12,92785,0.06,0.01,4251077583,96,Yes,Master or equivalent,Female,Yes,Married,114,\N,1,1,35,Non-technology Related Job,77,KY,29,178,No,No,0.7,2148,1074,0,2015,2 -43,203685,0.04,0.02,4251050340,97,Yes,PhD or equivalent,Male,Yes,Married,52,\N,2,7,54,Others,250,ME,226,193,No,No,0.16,2494,831,0,2015,1 -43,203685,0.04,0.02,4251050340,97,Yes,PhD or equivalent,Male,Yes,Married,52,\N,2,7,54,Others,250,ME,226,193,No,No,0.16,7100,887,0,2015,2 -59,201714,0.06,0.03,4251051083,98,Yes,High School or below,Male,Yes,Single,60,\N,0,4,94,Non-technology Related Job,110,OK,229,53,No,No,0.37,7826,782,0,2015,1 -59,201714,0.06,0.03,4251051083,98,Yes,High School or below,Male,Yes,Single,60,\N,0,4,94,Non-technology Related Job,110,OK,229,53,No,No,0.37,3235,808,0,2015,2 -21,62614,0.04,0,4251080552,99,Yes,High School or below,Female,No,Single,118,\N,2,2,12,Others,282,PA,426,68,No,Yes,0.82,5299,883,0,2015,1 -21,62614,0.04,0,4251080552,99,Yes,High School or below,Female,No,Single,118,\N,2,2,12,Others,282,PA,426,68,No,Yes,0.82,2900,414,0,2015,2 -37,60643,0.06,0.01,4251018301,100,Yes,High School or below,Male,Yes,Married,5,\N,0,7,53,Non-technology Related Job,142,CA,429,178,No,No,0.03,5290,755,0,2015,1 -37,60643,0.06,0.01,4251018301,100,Yes,High School or below,Male,Yes,Married,5,\N,0,7,53,Non-technology Related Job,142,CA,429,178,No,No,0.03,2539,634,0,2015,2 -67,171544,0.05,0.02,4251088742,101,Yes,High School or below,Female,Yes,Single,63,\N,1,5,71,Others,315,CO,126,193,No,No,0.49,4380,730,0,2015,1 -67,171544,0.05,0.02,4251088742,101,Yes,High School or below,Female,Yes,Single,63,\N,1,5,71,Others,315,CO,126,193,No,No,0.49,8609,956,0,2015,2 -15,169573,0.07,0.03,4251008183,102,Yes,Bachelor or equivalent,Female,Yes,Married,71,\N,0,2,12,Non-technology Related Job,175,MN,130,53,No,No,0.7,5676,709,1,2015,1 -15,169573,0.07,0.03,4251008183,102,Yes,Bachelor or equivalent,Female,Yes,Married,71,\N,0,2,12,Non-technology Related Job,175,MN,130,53,No,No,0.7,4131,688,1,2015,2 -45,30473,0.05,0,4251069005,103,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,1,0,30,Others,347,MO,327,68,No,No,0.16,2721,907,0,2015,1 -45,30473,0.05,0,4251069005,103,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,1,0,30,Others,347,MO,327,68,No,No,0.16,1898,474,0,2015,2 -61,28502,0.07,0.01,4251035719,104,Yes,Master or equivalent,Male,Yes,Single,16,\N,3,5,71,Non-technology Related Job,207,TN,330,178,No,No,0.37,1699,849,0,2015,1 -61,28502,0.07,0.01,4251035719,104,Yes,Master or equivalent,Male,Yes,Single,16,\N,3,5,71,Non-technology Related Job,207,TN,330,178,No,No,0.37,6760,845,0,2015,2 -24,139402,0.05,0.02,4251051604,105,Yes,Master or equivalent,Female,Yes,Single,74,\N,1,3,89,Others,380,UT,27,193,No,No,0.82,6953,695,1,2015,1 -24,139402,0.05,0.02,4251051604,105,Yes,Master or equivalent,Female,Yes,Single,74,\N,1,3,89,Others,380,UT,27,193,No,No,0.82,4106,684,1,2015,2 -40,137431,0.07,0.03,4251045446,106,Yes,High School or below,Male,Yes,Single,81,\N,3,0,30,Non-technology Related Job,240,HI,30,53,No,No,0.03,1695,423,1,2015,1 -40,137431,0.07,0.03,4251045446,106,Yes,High School or below,Male,Yes,Single,81,\N,3,0,30,Non-technology Related Job,240,HI,30,53,No,No,0.03,2593,648,1,2015,2 -70,248332,0.05,0,4251051081,107,Yes,High School or below,Female,Yes,Single,19,\N,0,6,48,Others,412,ID,227,68,No,No,0.49,5547,616,0,2015,1 -70,248332,0.05,0,4251051081,107,Yes,High School or below,Female,Yes,Single,19,\N,0,6,48,Others,412,ID,227,68,No,No,0.49,2467,616,0,2015,2 -18,246361,0.07,0.01,4251061764,108,Yes,High School or below,Female,No,Married,27,\N,3,3,89,Non-technology Related Job,272,NH,231,178,Yes,Yes,0.7,5096,849,0,2015,1 -18,246361,0.07,0.01,4251061764,108,Yes,High School or below,Female,No,Married,27,\N,3,3,89,Non-technology Related Job,272,NH,231,178,Yes,Yes,0.7,2294,458,0,2015,2 -48,107261,0.06,0.02,4251078847,109,Yes,High School or below,Male,Yes,Married,85,\N,0,1,7,Others,445,NM,428,193,No,No,0.16,5347,594,0,2015,1 -48,107261,0.06,0.02,4251078847,109,Yes,High School or below,Male,Yes,Married,85,\N,0,1,7,Others,445,NM,428,193,No,No,0.16,3930,786,0,2015,2 -64,105290,0,0.03,4251011750,110,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,3,6,48,Non-technology Related Job,305,WV,431,53,No,No,0.37,2474,618,0,2015,1 -64,105290,0,0.03,4251011750,110,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,3,6,48,Non-technology Related Job,305,WV,431,53,No,No,0.37,6166,880,0,2015,2 -27,216191,0.06,0.03,4251019052,111,No,Bachelor or equivalent,Female,Yes,Married,30,\N,0,4,66,Others,477,WY,128,68,No,No,0.82,3788,631,0,2015,1 -27,216191,0.06,0.03,4251019052,111,No,Bachelor or equivalent,Female,Yes,Married,30,\N,0,4,66,Others,477,WY,128,68,No,No,0.82,7689,961,0,2015,2 -42,214219,0,0.01,4251045293,112,Yes,Master or equivalent,Male,Yes,Single,38,\N,2,2,6,Non-technology Related Job,338,KY,131,178,No,No,0.04,1041,1041,0,2015,1 -42,214219,0,0.01,4251045293,112,Yes,Master or equivalent,Male,Yes,Single,38,\N,2,2,6,Non-technology Related Job,338,KY,131,178,No,No,0.04,1584,528,0,2015,2 -73,75120,0.06,0.01,4251090358,113,Yes,Master or equivalent,Female,No,Single,95,\N,0,7,25,Others,10,LA,328,193,No,No,0.49,2458,614,0,2015,1 -73,75120,0.06,0.01,4251090358,113,Yes,Master or equivalent,Female,No,Single,95,\N,0,7,25,Others,10,LA,328,193,No,No,0.49,2716,679,0,2015,2 -21,73149,0,0.03,4251027387,114,Yes,High School or below,Female,Yes,Married,103,\N,2,5,65,Non-technology Related Job,370,OH,332,53,No,No,0.7,1230,615,1,2015,1 -21,73149,0,0.03,4251027387,114,Yes,High School or below,Female,Yes,Married,103,\N,2,5,65,Non-technology Related Job,370,OH,332,53,No,No,0.7,7083,643,1,2015,2 -51,184049,0.06,0.03,4251023465,115,Yes,High School or below,Male,Yes,Married,41,\N,3,2,84,Others,43,OR,29,68,No,No,0.16,3897,779,1,2015,1 -51,184049,0.06,0.03,4251023465,115,Yes,High School or below,Male,Yes,Married,41,\N,3,2,84,Others,43,OR,29,68,No,No,0.16,2779,694,1,2015,2 -67,182078,0.01,0.01,4251015876,116,Yes,High School or below,Female,Yes,Married,48,\N,2,0,24,Non-technology Related Job,403,AR,32,178,No,No,0.37,3439,687,0,2015,1 -67,182078,0.01,0.01,4251015876,116,Yes,High School or below,Female,Yes,Married,48,\N,2,0,24,Non-technology Related Job,403,AR,32,178,No,No,0.37,4926,821,0,2015,2 -29,42979,0.07,0.01,4251091456,117,Yes,High School or below,Male,Yes,Married,106,\N,3,5,43,Others,75,CO,229,193,No,No,0.83,2752,550,0,2015,1 -29,42979,0.07,0.01,4251091456,117,Yes,High School or below,Male,Yes,Married,106,\N,3,5,43,Others,75,CO,229,193,No,No,0.83,6628,946,0,2015,2 -45,41008,0.01,0.03,4251094781,118,Yes,Bachelor or equivalent,Male,Yes,Single,114,\N,2,3,83,Non-technology Related Job,435,MN,232,53,No,No,0.04,1157,1157,0,2015,1 -45,41008,0.01,0.03,4251094781,118,Yes,Bachelor or equivalent,Male,Yes,Single,114,\N,2,3,83,Non-technology Related Job,435,MN,232,53,No,No,0.04,3257,542,0,2015,2 -76,151908,0.07,0.03,4251029646,119,Yes,Bachelor or equivalent,Female,Yes,Single,52,\N,3,0,2,Others,108,MS,429,68,No,No,0.49,931,465,0,2015,1 -76,151908,0.07,0.03,4251029646,119,Yes,Bachelor or equivalent,Female,Yes,Single,52,\N,3,0,2,Others,108,MS,429,68,No,No,0.49,3185,796,0,2015,2 -23,149937,0.01,0.01,4251030583,120,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,1,6,42,Non-technology Related Job,468,SD,433,178,No,No,0.7,7281,1040,0,2015,1 -23,149937,0.01,0.01,4251030583,120,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,1,6,42,Non-technology Related Job,468,SD,433,178,No,No,0.7,8495,943,0,2015,2 -54,10837,0.07,0.01,4251098000,121,Yes,Master or equivalent,Male,Yes,Single,117,\N,3,3,61,Others,140,TX,130,193,No,Yes,0.16,7470,1067,0,2015,1 -54,10837,0.07,0.01,4251098000,121,Yes,Master or equivalent,Male,Yes,Single,117,\N,3,3,61,Others,140,TX,130,193,No,Yes,0.16,4073,814,0,2015,2 -54,10837,0.07,0.01,4251098000,121,Yes,Master or equivalent,Male,Yes,Single,117,\N,3,3,61,Others,140,TX,130,193,No,Yes,0.16,1373,1373,0,2015,3 -70,8866,0.01,0.03,4251052178,122,Yes,High School or below,Female,No,Married,5,\N,1,1,1,Non-technology Related Job,0,GA,133,53,No,No,0.37,8189,1023,0,2015,1 -70,8866,0.01,0.03,4251052178,122,Yes,High School or below,Female,No,Married,5,\N,1,1,1,Non-technology Related Job,0,GA,133,53,No,No,0.37,2764,921,0,2015,2 -32,119767,0.07,0.03,4251021487,123,Yes,High School or below,Male,Yes,Married,62,\N,2,7,20,Others,173,ID,330,68,No,No,0.83,6706,745,0,2015,1 -32,119767,0.07,0.03,4251021487,123,Yes,High School or below,Male,Yes,Married,62,\N,2,7,20,Others,173,ID,330,68,No,No,0.83,3970,661,0,2015,2 -48,117796,0.02,0.01,4251059121,124,Yes,High School or below,Male,Yes,Single,70,\N,1,4,60,Non-technology Related Job,33,NH,333,178,No,No,0.04,5855,731,0,2015,1 -48,117796,0.02,0.01,4251059121,124,Yes,High School or below,Male,Yes,Single,70,\N,1,4,60,Non-technology Related Job,33,NH,333,178,No,No,0.04,2628,876,0,2015,2 -78,228696,0,0.01,4251063031,125,Yes,High School or below,Female,Yes,Single,8,\N,2,2,79,Others,205,NJ,30,193,No,No,0.49,2118,706,0,2015,1 -78,228696,0,0.01,4251063031,125,Yes,High School or below,Female,Yes,Single,8,\N,2,2,79,Others,205,NJ,30,193,No,No,0.49,6830,683,0,2015,2 -26,226725,0.02,0.03,4251035491,126,Yes,High School or below,Female,Yes,Single,15,\N,0,7,19,Non-technology Related Job,66,WA,33,53,No,No,0.71,2697,674,0,2015,1 -26,226725,0.02,0.03,4251035491,126,Yes,High School or below,Female,Yes,Single,15,\N,0,7,19,Non-technology Related Job,66,WA,33,53,No,No,0.71,1637,818,0,2015,2 -26,226725,0.02,0.03,4251035491,126,Yes,High School or below,Female,Yes,Single,15,\N,0,7,19,Non-technology Related Job,66,WA,33,53,No,No,0.71,1415,1415,0,2015,3 -57,87625,0,0.03,4251095066,127,Yes,Bachelor or equivalent,Male,No,Single,73,\N,2,5,37,Others,238,WI,230,68,No,No,0.16,60,60,0,2015,1 -57,87625,0,0.03,4251095066,127,Yes,Bachelor or equivalent,Male,No,Single,73,\N,2,5,37,Others,238,WI,230,68,No,No,0.16,1340,268,0,2015,2 -73,85654,0.02,0.01,4251051194,128,Yes,Bachelor or equivalent,Female,No,Married,81,\N,0,2,78,Non-technology Related Job,98,KS,234,178,No,No,0.37,7678,767,0,2015,1 -73,85654,0.02,0.01,4251051194,128,Yes,Bachelor or equivalent,Female,No,Married,81,\N,0,2,78,Non-technology Related Job,98,KS,234,178,No,No,0.37,5430,905,0,2015,2 -35,196555,0,0.01,4251050215,129,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,1,0,96,Others,270,LA,431,193,No,No,0.83,2187,546,0,2015,1 -35,196555,0,0.01,4251050215,129,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,1,0,96,Others,270,LA,431,193,No,No,0.83,1500,500,0,2015,2 -51,194584,0.02,0.03,4251089059,130,Yes,PhD or equivalent,Male,Yes,Single,26,\N,0,5,37,Non-technology Related Job,131,OH,434,53,Yes,Yes,0.04,4983,830,0,2015,1 -51,194584,0.02,0.03,4251089059,130,Yes,PhD or equivalent,Male,Yes,Single,26,\N,0,5,37,Non-technology Related Job,131,OH,434,53,Yes,Yes,0.04,3974,496,0,2015,2 -51,194584,0.02,0.03,4251089059,130,Yes,PhD or equivalent,Male,Yes,Single,26,\N,0,5,37,Non-technology Related Job,131,OH,434,53,Yes,Yes,0.04,447,447,0,2015,3 -13,55484,0,0.03,4251044929,131,Yes,High School or below,Female,Yes,Single,84,\N,1,3,55,Others,303,OK,131,68,No,No,0.5,5029,1005,0,2015,1 -13,55484,0,0.03,4251044929,131,Yes,High School or below,Female,Yes,Single,84,\N,1,3,55,Others,303,OK,131,68,No,No,0.5,1134,378,0,2015,2 -29,53513,0.03,0.01,4251083354,132,Yes,High School or below,Female,Yes,Single,91,\N,0,0,96,Non-technology Related Job,163,AZ,134,178,No,No,0.71,2953,590,0,2015,1 -29,53513,0.03,0.01,4251083354,132,Yes,High School or below,Female,Yes,Single,91,\N,0,0,96,Non-technology Related Job,163,AZ,134,178,No,No,0.71,6771,752,0,2015,2 -59,164414,0.01,0.01,4251016810,133,Yes,High School or below,Male,Yes,Single,29,\N,1,6,14,Others,336,CA,331,193,No,No,0.16,4503,750,0,2015,1 -59,164414,0.01,0.01,4251016810,133,Yes,High School or below,Male,Yes,Single,29,\N,1,6,14,Others,336,CA,331,193,No,No,0.16,4281,713,0,2015,2 -75,162443,0.03,0.03,4251067333,134,Yes,High School or below,Female,Yes,Married,37,\N,3,3,55,Non-technology Related Job,196,MI,335,52,No,No,0.37,2626,656,0,2015,1 -75,162443,0.03,0.03,4251067333,134,Yes,High School or below,Female,Yes,Married,37,\N,3,3,55,Non-technology Related Job,196,MI,335,52,No,No,0.37,3254,542,0,2015,2 -75,162443,0.03,0.03,4251067333,134,Yes,High School or below,Female,Yes,Married,37,\N,3,3,55,Non-technology Related Job,196,MI,335,52,No,No,0.37,876,876,0,2015,3 -38,23343,0.01,0.03,4251019191,135,Yes,High School or below,Male,Yes,Married,95,\N,1,1,73,Others,368,MS,32,67,No,No,0.83,3715,743,0,2015,1 -38,23343,0.01,0.03,4251019191,135,Yes,High School or below,Male,Yes,Married,95,\N,1,1,73,Others,368,MS,32,67,No,No,0.83,3841,768,0,2015,2 -54,21372,0.03,0.01,4251099689,136,Yes,Bachelor or equivalent,Male,No,Single,102,\N,3,6,14,Non-technology Related Job,228,SD,35,177,No,No,0.04,6192,774,0,2015,1 -54,21372,0.03,0.01,4251099689,136,Yes,Bachelor or equivalent,Male,No,Single,102,\N,3,6,14,Non-technology Related Job,228,SD,35,177,No,No,0.04,4194,838,0,2015,2 -16,132272,0.01,0.01,4251048496,137,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,0,4,32,Others,401,TX,232,192,No,No,0.5,3820,764,0,2015,1 -16,132272,0.01,0.01,4251048496,137,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,0,4,32,Others,401,TX,232,192,No,No,0.5,1928,642,0,2015,2 -32,130301,0.03,0.03,4251014631,138,Yes,Master or equivalent,Female,Yes,Single,48,\N,3,1,73,Non-technology Related Job,261,FL,235,52,No,No,0.71,9054,905,0,2015,1 -32,130301,0.03,0.03,4251014631,138,Yes,Master or equivalent,Female,Yes,Single,48,\N,3,1,73,Non-technology Related Job,261,FL,235,52,No,No,0.71,1927,963,0,2015,2 -32,130301,0.03,0.03,4251014631,138,Yes,Master or equivalent,Female,Yes,Single,48,\N,3,1,73,Non-technology Related Job,261,FL,235,52,No,No,0.71,1291,1291,0,2015,3 -62,241202,0.02,0.03,4251040866,139,Yes,PhD or equivalent,Male,Yes,Single,106,\N,0,7,91,Others,433,HI,432,67,No,No,0.16,8731,970,0,2015,1 -62,241202,0.02,0.03,4251040866,139,Yes,PhD or equivalent,Male,Yes,Single,106,\N,0,7,91,Others,433,HI,432,67,No,No,0.16,2918,729,0,2015,2 -78,239231,0.04,0.01,4251021188,140,Yes,High School or below,Female,Yes,Married,113,\N,3,5,32,Non-technology Related Job,293,NV,436,177,No,No,0.37,6483,810,0,2015,1 -78,239231,0.04,0.01,4251021188,140,Yes,High School or below,Female,Yes,Married,113,\N,3,5,32,Non-technology Related Job,293,NV,436,177,No,No,0.37,3903,975,0,2015,2 -78,239231,0.04,0.01,4251021188,140,Yes,High School or below,Female,Yes,Married,113,\N,3,5,32,Non-technology Related Job,293,NV,436,177,No,No,0.37,952,952,0,2015,3 -40,100131,0.02,0.01,4251047614,141,Yes,High School or below,Male,No,Married,51,\N,0,2,50,Others,466,NJ,133,192,No,No,0.83,2403,600,0,2015,1 -40,100131,0.02,0.01,4251047614,141,Yes,High School or below,Male,No,Married,51,\N,0,2,50,Others,466,NJ,133,192,No,No,0.83,5170,517,0,2015,2 -56,98160,0.04,0.03,4251034787,142,Yes,High School or below,Male,No,Married,58,\N,2,0,90,Non-technology Related Job,326,WA,136,52,No,No,0.04,7830,652,0,2015,1 -56,98160,0.04,0.03,4251034787,142,Yes,High School or below,Male,No,Married,58,\N,2,0,90,Non-technology Related Job,326,WA,136,52,No,No,0.04,7811,867,0,2015,2 -19,209060,0.02,0.03,4251068165,143,Yes,High School or below,Female,Yes,Married,116,\N,3,5,9,Others,498,WI,333,67,No,Yes,0.5,3467,866,0,2015,1 -19,209060,0.02,0.03,4251068165,143,Yes,High School or below,Female,Yes,Married,116,\N,3,5,9,Others,498,WI,333,67,No,Yes,0.5,4885,542,0,2015,2 -35,207089,0.04,0.01,4251031769,144,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,2,3,49,Non-technology Related Job,359,IA,336,177,No,No,0.71,1782,594,0,2015,1 -35,207089,0.04,0.01,4251031769,144,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,2,3,49,Non-technology Related Job,359,IA,336,177,No,No,0.71,2456,614,0,2015,2 -35,207089,0.04,0.01,4251031769,144,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,2,3,49,Non-technology Related Job,359,IA,336,177,No,No,0.71,133,133,0,2015,3 -65,67990,0.02,0.01,4251052161,145,Yes,Bachelor or equivalent,Female,Yes,Single,62,\N,3,0,68,Others,31,KY,33,192,No,No,0.17,3374,562,0,2015,1 -65,67990,0.02,0.01,4251052161,145,Yes,Bachelor or equivalent,Female,Yes,Single,62,\N,3,0,68,Others,31,KY,33,192,No,No,0.17,4775,795,0,2015,2 -13,66019,0.04,0.03,4251057202,146,Yes,Master or equivalent,Female,Yes,Married,69,\N,2,6,8,Non-technology Related Job,391,ND,37,52,No,No,0.38,4425,632,1,2015,1 -13,66019,0.04,0.03,4251057202,146,Yes,Master or equivalent,Female,Yes,Married,69,\N,2,6,8,Non-technology Related Job,391,ND,37,52,No,No,0.38,6814,973,1,2015,2 -43,176919,0.03,0.03,4251068698,147,Yes,Master or equivalent,Male,No,Single,7,\N,3,3,27,Others,63,OK,233,67,Yes,No,0.83,2177,544,0,2015,1 -43,176919,0.03,0.03,4251068698,147,Yes,Master or equivalent,Male,No,Single,7,\N,3,3,27,Others,63,OK,233,67,Yes,No,0.83,3150,1050,0,2015,2 -43,176919,0.03,0.03,4251068698,147,Yes,Master or equivalent,Male,No,Single,7,\N,3,3,27,Others,63,OK,233,67,Yes,No,0.83,1111,1111,0,2015,3 -59,174948,0.05,0.01,4251049035,148,Yes,High School or below,Male,Yes,Married,15,\N,1,1,67,Non-technology Related Job,424,AZ,237,177,No,No,0.04,3975,795,0,2015,1 -59,174948,0.05,0.01,4251049035,148,Yes,High School or below,Male,Yes,Married,15,\N,1,1,67,Non-technology Related Job,424,AZ,237,177,No,No,0.04,4156,831,0,2015,2 -22,35849,0.03,0.01,4251090660,149,Yes,High School or below,Female,Yes,Married,72,\N,3,6,86,Others,96,CA,434,192,No,No,0.5,2456,614,0,2015,1 -22,35849,0.03,0.01,4251090660,149,Yes,High School or below,Female,Yes,Married,72,\N,3,6,86,Others,96,CA,434,192,No,No,0.5,2788,929,0,2015,2 -37,33877,0.05,0.03,4251097440,150,Yes,High School or below,Male,No,Single,80,\N,1,4,26,Non-technology Related Job,456,MA,437,52,No,No,0.71,7249,805,0,2015,1 -37,33877,0.05,0.03,4251097440,150,Yes,High School or below,Male,No,Single,80,\N,1,4,26,Non-technology Related Job,456,MA,437,52,No,No,0.71,3685,921,0,2015,2 -37,33877,0.05,0.03,4251097440,150,Yes,High School or below,Male,No,Single,80,\N,1,4,26,Non-technology Related Job,456,MA,437,52,No,No,0.71,342,342,0,2015,3 -68,144778,0.03,0.03,4251097187,151,Yes,High School or below,Female,Yes,Single,18,\N,2,2,45,Others,129,MN,134,67,No,No,0.17,3202,640,0,2015,1 -68,144778,0.03,0.03,4251097187,151,Yes,High School or below,Female,Yes,Single,18,\N,2,2,45,Others,129,MN,134,67,No,No,0.17,4208,1052,0,2015,2 -16,142807,0.05,0.01,4251009903,152,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,1,7,85,Others,489,SC,137,177,No,Yes,0.38,1143,1143,1,2015,1 -16,142807,0.05,0.01,4251009903,152,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,1,7,85,Others,489,SC,137,177,No,Yes,0.38,4311,862,1,2015,2 -46,3707,0.03,0.01,4251068636,153,Yes,Bachelor or equivalent,Male,Yes,Single,83,\N,2,5,4,Others,161,TN,334,192,No,No,0.83,1294,647,0,2015,1 -46,3707,0.03,0.01,4251068636,153,Yes,Bachelor or equivalent,Male,Yes,Single,83,\N,2,5,4,Others,161,TN,334,192,No,No,0.83,1431,357,0,2015,2 -62,1736,0.05,0.03,4251059732,154,Yes,Master or equivalent,Male,Yes,Married,91,\N,1,2,44,Others,21,FL,338,52,No,No,0.04,5631,804,0,2015,1 -62,1736,0.05,0.03,4251059732,154,Yes,Master or equivalent,Male,Yes,Married,91,\N,1,2,44,Others,21,FL,338,52,No,No,0.04,4779,477,0,2015,2 -24,112637,0.04,0.03,4251036590,155,Yes,Master or equivalent,Female,No,Married,29,\N,2,0,63,Others,194,HI,35,67,No,No,0.5,3766,941,0,2015,1 -24,112637,0.04,0.03,4251036590,155,Yes,Master or equivalent,Female,No,Married,29,\N,2,0,63,Others,194,HI,35,67,No,No,0.5,3787,631,0,2015,2 -40,110666,0.06,0.01,4251078179,156,Yes,High School or below,Male,No,Single,36,\N,0,5,3,Others,54,NE,38,177,No,No,0.71,5641,705,0,2015,1 -40,110666,0.06,0.01,4251078179,156,Yes,High School or below,Male,No,Single,36,\N,0,5,3,Others,54,NE,38,177,No,No,0.71,1071,357,0,2015,2 -71,221566,0.04,0.01,4251080675,157,No,High School or below,Female,Yes,Married,94,\N,2,3,21,Others,226,NH,235,192,No,No,0.17,2260,753,0,2015,1 -71,221566,0.04,0.01,4251080675,157,No,High School or below,Female,Yes,Married,94,\N,2,3,21,Others,226,NH,235,192,No,No,0.17,4811,801,0,2015,2 -18,219595,0.06,0.03,4251060413,158,Yes,High School or below,Female,Yes,Single,101,\N,0,0,62,Others,86,VA,238,52,No,No,0.38,6842,684,0,2015,1 -18,219595,0.06,0.03,4251060413,158,Yes,High School or below,Female,Yes,Single,101,\N,0,0,62,Others,86,VA,238,52,No,No,0.38,1842,921,0,2015,2 -18,219595,0.06,0.03,4251060413,158,Yes,High School or below,Female,Yes,Single,101,\N,0,0,62,Others,86,VA,238,52,No,No,0.38,1073,1073,0,2015,3 -49,80495,0.04,0.03,4251027119,159,Yes,High School or below,Male,Yes,Single,39,\N,1,6,80,Others,259,WV,435,67,No,No,0.83,4540,756,0,2015,1 -49,80495,0.04,0.03,4251027119,159,Yes,High School or below,Male,Yes,Single,39,\N,1,6,80,Others,259,WV,435,67,No,No,0.83,2253,281,0,2015,2 -65,78524,0.06,0.01,4251067555,160,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,0,3,21,Others,119,IA,439,177,No,No,0.05,3271,654,0,2015,1 -65,78524,0.06,0.01,4251067555,160,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,0,3,21,Others,119,IA,439,177,No,No,0.05,4354,1088,0,2015,2 -27,189425,0.04,0.01,4251020599,161,Yes,Bachelor or equivalent,Female,No,Married,105,\N,1,1,39,Others,291,KY,136,192,No,No,0.5,3823,955,0,2015,1 -27,189425,0.04,0.01,4251020599,161,Yes,Bachelor or equivalent,Female,No,Married,105,\N,1,1,39,Others,291,KY,136,192,No,No,0.5,3105,621,0,2015,2 -43,187454,0.06,0.03,4251026136,162,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,0,6,80,Others,152,NC,139,52,No,No,0.71,3769,628,0,2015,1 -43,187454,0.06,0.03,4251026136,162,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,0,6,80,Others,152,NC,139,52,No,No,0.71,2168,542,0,2015,2 -73,48354,0.05,0.03,4251029984,163,Yes,Master or equivalent,Female,Yes,Married,50,\N,1,4,98,Others,324,OH,336,67,No,No,0.17,5749,821,0,2015,1 -73,48354,0.05,0.03,4251029984,163,Yes,Master or equivalent,Female,Yes,Married,50,\N,1,4,98,Others,324,OH,336,67,No,No,0.17,2314,771,0,2015,2 -21,46383,0.07,0.01,4251068991,164,Yes,PhD or equivalent,Female,Yes,Single,58,\N,3,1,39,Others,184,AK,339,177,No,No,0.38,660,660,0,2015,1 -21,46383,0.07,0.01,4251068991,164,Yes,PhD or equivalent,Female,Yes,Single,58,\N,3,1,39,Others,184,AK,339,177,No,No,0.38,2507,501,0,2015,2 -52,157283,0.05,0.01,4251044655,165,Yes,High School or below,Male,Yes,Single,116,\N,0,7,57,Others,356,AR,36,192,No,Yes,0.84,5699,569,0,2015,1 -52,157283,0.05,0.01,4251044655,165,Yes,High School or below,Male,Yes,Single,116,\N,0,7,57,Others,356,AR,36,192,No,Yes,0.84,1472,490,0,2015,2 -68,155312,0.07,0.03,4251078387,166,Yes,High School or below,Male,Yes,Married,3,\N,3,4,98,Others,217,MA,40,52,No,No,0.05,4488,748,0,2015,1 -68,155312,0.07,0.03,4251078387,166,Yes,High School or below,Male,Yes,Married,3,\N,3,4,98,Others,217,MA,40,52,No,No,0.05,4359,871,0,2015,2 -30,16213,0.05,0.03,4251023466,167,Yes,High School or below,Female,Yes,Single,61,\N,0,2,16,Others,389,MN,237,67,No,No,0.5,3328,832,0,2015,1 -30,16213,0.05,0.03,4251023466,167,Yes,High School or below,Female,Yes,Single,61,\N,0,2,16,Others,389,MN,237,67,No,No,0.5,4155,692,0,2015,2 -46,14242,0.07,0.01,4251055981,168,Yes,High School or below,Male,Yes,Married,68,\N,3,0,57,Others,249,SC,240,177,No,No,0.71,2091,697,0,2015,1 -46,14242,0.07,0.01,4251055981,168,Yes,High School or below,Male,Yes,Married,68,\N,3,0,57,Others,249,SC,240,177,No,No,0.71,2853,951,0,2015,2 -76,125142,0.05,0.01,4251096517,169,Yes,Bachelor or equivalent,Female,No,Married,6,\N,0,5,75,Others,422,SD,437,192,No,No,0.17,4611,658,0,2015,1 -76,125142,0.05,0.01,4251096517,169,Yes,Bachelor or equivalent,Female,No,Married,6,\N,0,5,75,Others,422,SD,437,192,No,No,0.17,3675,612,0,2015,2 -24,123171,0.07,0.03,4251044889,170,Yes,Bachelor or equivalent,Female,No,Single,14,\N,2,3,15,Others,282,DE,440,52,No,No,0.38,3081,1027,0,2015,1 -24,123171,0.07,0.03,4251044889,170,Yes,Bachelor or equivalent,Female,No,Single,14,\N,2,3,15,Others,282,DE,440,52,No,No,0.38,2345,469,0,2015,2 -54,234072,0.06,0.03,4251039827,171,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,0,0,34,Others,454,GA,137,67,No,No,0.84,3056,764,0,2015,1 -54,234072,0.06,0.03,4251039827,171,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,0,0,34,Others,454,GA,137,67,No,No,0.84,1611,805,0,2015,2 -70,232101,0,0.01,4251040220,172,Yes,Master or equivalent,Female,Yes,Single,79,\N,2,6,74,Others,314,NE,140,177,Yes,No,0.05,5879,653,0,2015,1 -70,232101,0,0.01,4251040220,172,Yes,Master or equivalent,Female,Yes,Single,79,\N,2,6,74,Others,314,NE,140,177,Yes,No,0.05,5664,944,0,2015,2 -33,93001,0.06,0.01,4251068145,173,Yes,PhD or equivalent,Female,Yes,Single,17,\N,3,3,93,Others,487,NH,337,192,No,No,0.5,5399,899,0,2015,1 -33,93001,0.06,0.01,4251068145,173,Yes,PhD or equivalent,Female,Yes,Single,17,\N,3,3,93,Others,487,NH,337,192,No,No,0.5,4214,842,0,2015,2 -49,91030,0,0.03,4251082582,174,Yes,High School or below,Male,Yes,Married,25,\N,2,1,33,Others,347,VA,341,52,No,Yes,0.72,10731,825,0,2015,1 -49,91030,0,0.03,4251082582,174,Yes,High School or below,Male,Yes,Married,25,\N,2,1,33,Others,347,VA,341,52,No,Yes,0.72,3136,627,0,2015,2 -79,201930,0.06,0.03,4251009016,175,Yes,High School or below,Female,No,Married,82,\N,3,6,52,Others,19,WA,38,67,No,No,0.17,4181,836,0,2015,1 -79,201930,0.06,0.03,4251009016,175,Yes,High School or below,Female,No,Married,82,\N,3,6,52,Others,19,WA,38,67,No,No,0.17,2747,549,0,2015,2 -27,199959,0,0.01,4251021411,176,Yes,High School or below,Female,Yes,Single,90,\N,2,4,92,Others,379,IN,41,177,No,No,0.38,3116,623,0,2015,1 -27,199959,0,0.01,4251021411,176,Yes,High School or below,Female,Yes,Single,90,\N,2,4,92,Others,379,IN,41,177,No,No,0.38,5768,640,0,2015,2 -57,60860,0.06,0.01,4251021766,177,Yes,High School or below,Male,Yes,Married,28,\N,3,1,11,Others,52,KS,238,192,No,No,0.84,8457,939,0,2015,1 -57,60860,0.06,0.01,4251021766,177,Yes,High School or below,Male,Yes,Married,28,\N,3,1,11,Others,52,KS,238,192,No,No,0.84,5453,1090,0,2015,2 -73,58889,0,0.03,4251058604,178,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,1,7,51,Others,412,NC,241,52,No,No,0.05,489,489,0,2015,1 -73,58889,0,0.03,4251058604,178,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,1,7,51,Others,412,NC,241,52,No,No,0.05,5470,781,0,2015,2 -36,169789,0.07,0.03,4251057093,179,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,3,5,70,Others,84,OH,438,67,No,No,0.51,6869,686,0,2015,1 -36,169789,0.07,0.03,4251057093,179,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,3,5,70,Others,84,OH,438,67,No,No,0.51,4134,826,0,2015,2 -36,169789,0.07,0.03,4251057093,179,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,3,5,70,Others,84,OH,438,67,No,No,0.51,1405,1405,0,2015,3 -51,167818,0.01,0.01,4251016647,180,Yes,Master or equivalent,Male,Yes,Married,101,\N,1,2,10,Others,445,AK,442,177,No,No,0.72,4025,503,0,2015,1 -51,167818,0.01,0.01,4251016647,180,Yes,Master or equivalent,Male,Yes,Married,101,\N,1,2,10,Others,445,AK,442,177,No,No,0.72,3393,678,0,2015,2 -14,28718,0.07,0.01,4251065601,181,Yes,Master or equivalent,Female,Yes,Married,39,\N,2,0,29,Others,117,AZ,139,192,No,No,0.17,1216,405,0,2015,1 -14,28718,0.07,0.01,4251065601,181,Yes,Master or equivalent,Female,Yes,Married,39,\N,2,0,29,Others,117,AZ,139,192,No,No,0.17,1606,535,0,2015,2 -30,26747,0.01,0.03,4251077240,182,Yes,High School or below,Female,Yes,Married,46,\N,1,5,69,Others,477,MD,142,52,No,No,0.38,1058,1058,0,2015,1 -30,26747,0.01,0.03,4251077240,182,Yes,High School or below,Female,Yes,Married,46,\N,1,5,69,Others,477,MD,142,52,No,No,0.38,4339,619,0,2015,2 -60,137648,0.07,0.03,4251033563,183,Yes,High School or below,Male,Yes,Married,104,\N,2,3,88,Others,149,MI,339,67,No,No,0.84,1321,440,0,2015,1 -60,137648,0.07,0.03,4251033563,183,Yes,High School or below,Male,Yes,Married,104,\N,2,3,88,Others,149,MI,339,67,No,No,0.84,3351,1117,0,2015,2 -76,135677,0.01,0.01,4251069265,184,Yes,High School or below,Female,No,Single,111,\N,0,0,28,Others,10,RI,342,177,No,No,0.05,4855,693,0,2015,1 -76,135677,0.01,0.01,4251069265,184,Yes,High School or below,Female,No,Single,111,\N,0,0,28,Others,10,RI,342,177,No,No,0.05,2679,893,0,2015,2 -38,246577,0.07,0.01,4251097427,185,Yes,High School or below,Male,Yes,Single,49,\N,2,6,46,Others,182,SD,39,192,No,No,0.51,2799,699,0,2015,1 -38,246577,0.07,0.01,4251097427,185,Yes,High School or below,Male,Yes,Single,49,\N,2,6,46,Others,182,SD,39,192,No,No,0.51,3240,810,0,2015,2 -54,244606,0.01,0.03,4251098131,186,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,0,3,87,Others,42,DE,43,52,No,No,0.72,4175,463,0,2015,1 -54,244606,0.01,0.03,4251098131,186,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,0,3,87,Others,42,DE,43,52,No,No,0.72,4365,873,0,2015,2 -54,244606,0.01,0.03,4251098131,186,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,0,3,87,Others,42,DE,43,52,No,No,0.72,769,769,0,2015,3 -17,105506,0,0.03,4251030328,187,Yes,Bachelor or equivalent,Female,Yes,Single,115,\N,1,1,5,Others,215,FL,240,67,No,Yes,0.17,3496,699,1,2015,1 -17,105506,0,0.03,4251030328,187,Yes,Bachelor or equivalent,Female,Yes,Single,115,\N,1,1,5,Others,215,FL,240,67,No,Yes,0.17,1227,1227,1,2015,2 -32,103535,0.02,0.01,4251019739,188,Yes,Master or equivalent,Female,Yes,Married,2,\N,0,6,46,Others,75,MT,243,177,No,No,0.38,7175,717,0,2015,1 -32,103535,0.02,0.01,4251019739,188,Yes,Master or equivalent,Female,Yes,Married,2,\N,0,6,46,Others,75,MT,243,177,No,No,0.38,4735,947,0,2015,2 -63,214436,0,0.01,4251025904,189,Yes,Master or equivalent,Male,No,Married,60,\N,1,4,64,Others,247,NV,440,192,No,No,0.84,3966,661,0,2015,1 -63,214436,0,0.01,4251025904,189,Yes,Master or equivalent,Male,No,Married,60,\N,1,4,64,Others,247,NV,440,192,No,No,0.84,3484,696,0,2015,2 -79,212465,0.02,0.03,4251011270,190,Yes,High School or below,Female,Yes,Single,68,\N,0,1,5,Others,107,VT,443,52,No,No,0.05,4331,541,0,2015,1 -79,212465,0.02,0.03,4251011270,190,Yes,High School or below,Female,Yes,Single,68,\N,0,1,5,Others,107,VT,443,52,No,No,0.05,4429,885,0,2015,2 -41,73365,0,0.03,4251076267,191,Yes,High School or below,Male,Yes,Single,6,\N,1,7,23,Others,280,WA,140,67,No,No,0.51,5980,747,0,2015,1 -41,73365,0,0.03,4251076267,191,Yes,High School or below,Male,Yes,Single,6,\N,1,7,23,Others,280,WA,140,67,No,No,0.51,2372,593,0,2015,2 -41,73365,0,0.03,4251076267,191,Yes,High School or below,Male,Yes,Single,6,\N,1,7,23,Others,280,WA,140,67,No,No,0.51,824,824,0,2015,3 -57,71394,0.02,0.01,4251076034,192,Yes,High School or below,Male,Yes,Single,13,\N,3,4,64,Others,140,IN,144,177,No,No,0.72,5233,654,0,2015,1 -57,71394,0.02,0.01,4251076034,192,Yes,High School or below,Male,Yes,Single,13,\N,3,4,64,Others,140,IN,144,177,No,No,0.72,3743,623,0,2015,2 -19,182295,0,0.01,4251055653,193,Yes,High School or below,Female,Yes,Single,71,\N,1,2,82,Others,312,IA,340,192,No,No,0.18,2474,412,0,2015,1 -19,182295,0,0.01,4251055653,193,Yes,High School or below,Female,Yes,Single,71,\N,1,2,82,Others,312,IA,340,192,No,No,0.18,3102,775,0,2015,2 -35,180324,0.02,0.03,4251086072,194,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,3,7,23,Others,172,NY,344,52,No,Yes,0.39,10090,840,0,2015,1 -35,180324,0.02,0.03,4251086072,194,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,3,7,23,Others,172,NY,344,52,No,Yes,0.39,1955,488,0,2015,2 -66,41224,0.01,0.03,4251039025,195,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,0,5,41,Others,345,ND,41,67,No,No,0.84,2740,685,0,2015,1 -66,41224,0.01,0.03,4251039025,195,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,0,5,41,Others,345,ND,41,67,No,No,0.84,7664,766,0,2015,2 -14,39253,0.03,0,4251070261,196,Yes,Bachelor or equivalent,Female,Yes,Single,24,\N,3,3,82,Others,205,AL,44,177,No,No,0.05,5021,836,0,2015,1 -14,39253,0.03,0,4251070261,196,Yes,Bachelor or equivalent,Female,Yes,Single,24,\N,3,3,82,Others,205,AL,44,177,No,No,0.05,4690,781,0,2015,2 -14,39253,0.03,0,4251070261,196,Yes,Bachelor or equivalent,Female,Yes,Single,24,\N,3,3,82,Others,205,AL,44,177,No,No,0.05,1336,668,0,2015,3 -44,150153,0.01,0.01,4251009341,197,Yes,Master or equivalent,Male,Yes,Single,82,\N,0,0,0,Others,377,AZ,241,192,No,No,0.51,1736,578,0,2015,1 -44,150153,0.01,0.01,4251009341,197,Yes,Master or equivalent,Male,Yes,Single,82,\N,0,0,0,Others,377,AZ,241,192,No,No,0.51,1584,528,0,2015,2 -60,148182,0.03,0.02,4251064888,198,Yes,High School or below,Male,No,Single,89,\N,3,6,40,Others,238,MD,244,52,No,No,0.72,8961,896,0,2015,1 -60,148182,0.03,0.02,4251064888,198,Yes,High School or below,Male,No,Single,89,\N,3,6,40,Others,238,MD,244,52,No,No,0.72,5141,856,0,2015,2 -22,9083,0.01,0.03,4251075188,199,Yes,High School or below,Female,Yes,Single,27,\N,0,3,59,Others,410,MA,441,67,No,No,0.18,4420,736,0,2015,1 -22,9083,0.01,0.03,4251075188,199,Yes,High School or below,Female,Yes,Single,27,\N,0,3,59,Others,410,MA,441,67,No,No,0.18,2247,1123,0,2015,2 -38,7112,0.03,0,4251090005,200,Yes,High School or below,Female,Yes,Married,35,\N,2,1,99,Others,270,PA,445,177,No,No,0.39,3079,513,0,2015,1 -38,7112,0.03,0,4251090005,200,Yes,High School or below,Female,Yes,Married,35,\N,2,1,99,Others,270,PA,445,177,No,No,0.39,4292,613,0,2015,2 -38,7112,0.03,0,4251090005,200,Yes,High School or below,Female,Yes,Married,35,\N,2,1,99,Others,270,PA,445,177,No,No,0.39,1392,1392,0,2015,3 -68,118012,0.01,0.01,4251019737,201,Yes,High School or below,Male,Yes,Married,92,\N,0,6,18,Technology Related Job,442,SC,142,192,No,No,0.84,3633,519,0,2015,1 -68,118012,0.01,0.01,4251019737,201,Yes,High School or below,Male,Yes,Married,92,\N,0,6,18,Technology Related Job,442,SC,142,192,No,No,0.84,4160,693,0,2015,2 -16,116041,0.03,0.02,4251076597,202,Yes,High School or below,Female,Yes,Single,100,\N,2,4,58,Others,303,CT,145,52,No,No,0.05,5205,743,0,2015,1 -16,116041,0.03,0.02,4251076597,202,Yes,High School or below,Female,Yes,Single,100,\N,2,4,58,Others,303,CT,145,52,No,No,0.05,4350,725,0,2015,2 -47,226941,0.02,0.03,4251063167,203,No,Bachelor or equivalent,Male,No,Married,38,\N,3,1,77,Technology Related Job,475,FL,342,67,No,No,0.51,1802,450,0,2015,1 -47,226941,0.02,0.03,4251063167,203,No,Bachelor or equivalent,Male,No,Married,38,\N,3,1,77,Technology Related Job,475,FL,342,67,No,No,0.51,3345,1115,0,2015,2 -63,224970,0.04,0,4251022048,204,Yes,Bachelor or equivalent,Male,No,Single,45,\N,2,7,17,Others,335,MT,345,177,No,No,0.72,1673,557,0,2015,1 -63,224970,0.04,0,4251022048,204,Yes,Bachelor or equivalent,Male,No,Single,45,\N,2,7,17,Others,335,MT,345,177,No,No,0.72,5662,943,0,2015,2 -63,224970,0.04,0,4251022048,204,Yes,Bachelor or equivalent,Male,No,Single,45,\N,2,7,17,Others,335,MT,345,177,No,No,0.72,1368,1368,0,2015,3 -25,85871,0.02,0.01,4251010933,205,Yes,Bachelor or equivalent,Female,Yes,Single,103,\N,3,4,36,Technology Related Job,8,NE,42,192,No,No,0.18,4406,629,0,2015,1 -25,85871,0.02,0.01,4251010933,205,Yes,Bachelor or equivalent,Female,Yes,Single,103,\N,3,4,36,Technology Related Job,8,NE,42,192,No,No,0.18,4064,677,0,2015,2 -41,83900,0.04,0.02,4251088023,206,Yes,PhD or equivalent,Male,Yes,Married,111,\N,1,2,76,Others,368,UT,46,52,No,No,0.39,4697,671,0,2015,1 -41,83900,0.04,0.02,4251088023,206,Yes,PhD or equivalent,Male,Yes,Married,111,\N,1,2,76,Others,368,UT,46,52,No,No,0.39,2074,691,0,2015,2 -71,194800,0.02,0.03,4251019166,207,Yes,High School or below,Female,Yes,Married,49,\N,3,0,95,Technology Related Job,40,VA,243,67,No,No,0.84,4576,762,0,2015,1 -71,194800,0.02,0.03,4251019166,207,Yes,High School or below,Female,Yes,Married,49,\N,3,0,95,Technology Related Job,40,VA,243,67,No,No,0.84,2521,630,0,2015,2 -19,192829,0.04,0,4251082226,208,Yes,High School or below,Female,Yes,Married,56,\N,1,5,35,Others,400,IL,246,177,No,No,0.06,3059,1019,0,2015,1 -19,192829,0.04,0,4251082226,208,Yes,High School or below,Female,Yes,Married,56,\N,1,5,35,Others,400,IL,246,177,No,No,0.06,3509,701,0,2015,2 -19,192829,0.04,0,4251082226,208,Yes,High School or below,Female,Yes,Married,56,\N,1,5,35,Others,400,IL,246,177,No,No,0.06,96,96,0,2015,3 -50,53730,0.02,0.01,4251090404,209,Yes,High School or below,Male,Yes,Married,114,\N,2,3,54,Technology Related Job,73,IA,443,192,No,Yes,0.51,2797,699,0,2015,1 -50,53730,0.02,0.01,4251090404,209,Yes,High School or below,Male,Yes,Married,114,\N,2,3,54,Technology Related Job,73,IA,443,192,No,Yes,0.51,2965,593,0,2015,2 -65,51759,0.05,0.02,4251032659,210,Yes,High School or below,Male,Yes,Single,1,\N,1,0,94,Others,433,NY,446,52,No,No,0.72,4414,735,0,2015,1 -65,51759,0.05,0.02,4251032659,210,Yes,High School or below,Male,Yes,Single,1,\N,1,0,94,Others,433,NY,446,52,No,No,0.72,3666,611,0,2015,2 -28,162659,0.03,0.03,4251024635,211,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,2,6,13,Technology Related Job,105,NC,143,67,Yes,No,0.18,7655,765,0,2015,1 -28,162659,0.03,0.03,4251024635,211,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,2,6,13,Technology Related Job,105,NC,143,67,Yes,No,0.18,2189,547,0,2015,2 -44,160688,0.05,0,4251053343,212,Yes,Bachelor or equivalent,Male,No,Married,67,\N,1,3,53,Others,465,WY,147,177,No,No,0.39,1335,667,0,2015,1 -44,160688,0.05,0,4251053343,212,Yes,Bachelor or equivalent,Male,No,Married,67,\N,1,3,53,Others,465,WY,147,177,No,No,0.39,1558,519,0,2015,2 -74,21588,0.03,0.01,4251010950,213,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,2,1,72,Technology Related Job,138,AK,344,192,No,No,0.85,3466,577,0,2015,1 -74,21588,0.03,0.01,4251010950,213,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,2,1,72,Technology Related Job,138,AK,344,192,No,No,0.85,7932,991,0,2015,2 -22,19617,0.05,0.02,4251097486,214,Yes,Master or equivalent,Female,Yes,Married,12,\N,0,6,12,Others,498,ME,347,52,No,No,0.06,7362,920,0,2015,1 -22,19617,0.05,0.02,4251097486,214,Yes,Master or equivalent,Female,Yes,Married,12,\N,0,6,12,Others,498,ME,347,52,No,No,0.06,7585,842,0,2015,2 -52,130518,0.03,0.03,4251028322,215,Yes,PhD or equivalent,Male,Yes,Married,70,\N,2,4,30,Technology Related Job,170,MA,44,67,No,No,0.51,5643,806,0,2015,1 -52,130518,0.03,0.03,4251028322,215,Yes,PhD or equivalent,Male,Yes,Married,70,\N,2,4,30,Technology Related Job,170,MA,44,67,No,No,0.51,1698,339,0,2015,2 -68,128547,0.05,0,4251100276,216,Yes,High School or below,Male,Yes,Single,78,\N,0,1,71,Others,31,PA,47,177,No,Yes,0.72,4699,783,0,2015,1 -68,128547,0.05,0,4251100276,216,Yes,High School or below,Male,Yes,Single,78,\N,0,1,71,Others,31,PA,47,177,No,Yes,0.72,1547,515,0,2015,2 -31,239447,0.03,0.01,4251011810,217,Yes,High School or below,Female,No,Single,16,\N,1,7,89,Technology Related Job,203,SC,244,192,No,No,0.18,1903,475,0,2015,1 -31,239447,0.03,0.01,4251011810,217,Yes,High School or below,Female,No,Single,16,\N,1,7,89,Technology Related Job,203,SC,244,192,No,No,0.18,1165,388,0,2015,2 -46,237476,0.06,0.02,4251070743,218,Yes,High School or below,Male,No,Single,23,\N,0,4,30,Others,63,CO,248,52,No,No,0.39,5429,678,0,2015,1 -46,237476,0.06,0.02,4251070743,218,Yes,High School or below,Male,No,Single,23,\N,0,4,30,Others,63,CO,248,52,No,No,0.39,3771,754,0,2015,2 -77,98376,0.04,0.03,4251032049,219,Yes,High School or below,Female,Yes,Single,81,\N,1,2,48,Technology Related Job,235,DE,444,67,No,No,0.85,3041,608,0,2015,1 -77,98376,0.04,0.03,4251032049,219,Yes,High School or below,Female,Yes,Single,81,\N,1,2,48,Technology Related Job,235,DE,444,67,No,No,0.85,5603,800,0,2015,2 -25,96405,0.06,0,4251042423,220,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,0,7,89,Others,96,MO,448,177,No,No,0.06,6292,786,0,2015,1 -25,96405,0.06,0,4251042423,220,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,0,7,89,Others,96,MO,448,177,No,No,0.06,3510,877,0,2015,2 -55,207306,0.04,0.01,4251067185,221,Yes,Bachelor or equivalent,Male,Yes,Married,26,\N,1,5,7,Technology Related Job,268,NE,145,192,No,No,0.51,1407,1407,0,2015,1 -55,207306,0.04,0.01,4251067185,221,Yes,Bachelor or equivalent,Male,Yes,Married,26,\N,1,5,7,Technology Related Job,268,NE,145,192,No,No,0.51,1175,293,0,2015,2 -71,205335,0.06,0.02,4251099339,222,Yes,Master or equivalent,Male,Yes,Single,34,\N,3,2,48,Others,128,UT,148,52,No,No,0.73,4352,621,0,2015,1 -71,205335,0.06,0.02,4251099339,222,Yes,Master or equivalent,Male,Yes,Single,34,\N,3,2,48,Others,128,UT,148,52,No,No,0.73,4957,826,0,2015,2 -33,66235,0.04,0.03,4251031263,223,Yes,Master or equivalent,Female,Yes,Married,92,\N,1,0,66,Technology Related Job,301,VA,345,67,No,No,0.18,1444,288,0,2015,1 -33,66235,0.04,0.03,4251031263,223,Yes,Master or equivalent,Female,Yes,Married,92,\N,1,0,66,Technology Related Job,301,VA,345,67,No,No,0.18,3602,450,0,2015,2 -49,64264,0.06,0,4251090380,224,Yes,High School or below,Male,Yes,Single,99,\N,3,6,7,Others,161,ID,348,177,No,No,0.39,2593,648,1,2015,1 -49,64264,0.06,0,4251090380,224,Yes,High School or below,Male,Yes,Single,99,\N,3,6,7,Others,161,ID,348,177,No,No,0.39,4064,812,1,2015,2 -12,175164,0.04,0.01,4251029437,225,Yes,High School or below,Female,Yes,Single,37,\N,0,3,25,Technology Related Job,333,IN,45,192,No,No,0.85,1560,520,1,2015,1 -12,175164,0.04,0.01,4251029437,225,Yes,High School or below,Female,Yes,Single,37,\N,0,3,25,Technology Related Job,333,IN,45,192,No,No,0.85,1358,1358,1,2015,2 -27,173193,0.07,0.02,4251025924,226,Yes,High School or below,Female,No,Married,45,\N,3,1,66,Others,193,NM,49,52,No,No,0.06,2182,545,0,2015,1 -27,173193,0.07,0.02,4251025924,226,Yes,High School or below,Female,No,Married,45,\N,3,1,66,Others,193,NM,49,52,No,No,0.06,3544,1181,0,2015,2 -58,34094,0.05,0.03,4251079245,227,Yes,High School or below,Male,Yes,Married,102,\N,0,6,84,Technology Related Job,366,NC,246,67,No,No,0.52,3736,747,0,2015,1 -58,34094,0.05,0.03,4251079245,227,Yes,High School or below,Male,Yes,Married,102,\N,0,6,84,Technology Related Job,366,NC,246,67,No,No,0.52,1552,776,0,2015,2 -74,32123,0.07,0,4251040745,228,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,2,4,24,Others,226,WY,249,177,No,No,0.73,4059,676,0,2015,1 -74,32123,0.07,0,4251040745,228,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,2,4,24,Others,226,WY,249,177,No,No,0.73,4454,742,0,2015,2 -36,143023,0.05,0.01,4251010803,229,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,0,1,43,Technology Related Job,398,AK,446,191,No,No,0.18,2860,953,0,2015,1 -36,143023,0.05,0.01,4251010803,229,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,0,1,43,Technology Related Job,398,AK,446,191,No,No,0.18,2372,593,0,2015,2 -52,141052,0.07,0.02,4251014010,230,Yes,Master or equivalent,Male,Yes,Single,55,\N,2,7,83,Others,258,LA,449,51,No,No,0.39,4162,832,0,2015,1 -52,141052,0.07,0.02,4251014010,230,Yes,Master or equivalent,Male,Yes,Single,55,\N,2,7,83,Others,258,LA,449,51,No,No,0.39,1041,520,0,2015,2 -14,1953,0.05,0.03,4251050408,231,Yes,Master or equivalent,Female,No,Single,113,\N,3,4,2,Technology Related Job,431,MD,146,66,No,Yes,0.85,193,96,0,2015,1 -14,1953,0.05,0.03,4251050408,231,Yes,Master or equivalent,Female,No,Single,113,\N,3,4,2,Technology Related Job,431,MD,146,66,No,Yes,0.85,4873,812,0,2015,2 -30,249982,0.07,0,4251014444,232,Yes,High School or below,Female,No,Married,1,\N,2,2,42,Others,291,OR,150,176,No,No,0.06,1681,560,0,2015,1 -30,249982,0.07,0,4251014444,232,Yes,High School or below,Female,No,Married,1,\N,2,2,42,Others,291,OR,150,176,No,No,0.06,3297,471,0,2015,2 -30,249982,0.07,0,4251014444,232,Yes,High School or below,Female,No,Married,1,\N,2,2,42,Others,291,OR,150,176,No,No,0.06,154,154,0,2015,3 -61,110882,0.06,0.01,4251013442,233,Yes,High School or below,Male,Yes,Single,59,\N,3,7,61,Technology Related Job,463,RI,347,191,No,No,0.52,2421,807,0,2015,1 -61,110882,0.06,0.01,4251013442,233,Yes,High School or below,Male,Yes,Single,59,\N,3,7,61,Technology Related Job,463,RI,347,191,No,No,0.52,233,233,0,2015,2 -77,108911,0,0.02,4251069837,234,Yes,High School or below,Male,Yes,Married,66,\N,2,5,1,Others,324,CO,350,51,No,No,0.73,8813,881,0,2015,1 -77,108911,0,0.02,4251069837,234,Yes,High School or below,Male,Yes,Married,66,\N,2,5,1,Others,324,CO,350,51,No,No,0.73,5745,718,0,2015,2 -77,108911,0,0.02,4251069837,234,Yes,High School or below,Male,Yes,Married,66,\N,2,5,1,Others,324,CO,350,51,No,No,0.73,398,398,0,2015,3 -39,219811,0.06,0.03,4251089321,235,Yes,High School or below,Female,Yes,Married,4,\N,3,2,20,Technology Related Job,496,DE,47,66,No,No,0.18,5085,1017,0,2015,1 -39,219811,0.06,0.03,4251089321,235,Yes,High School or below,Female,Yes,Married,4,\N,3,2,20,Technology Related Job,496,DE,47,66,No,No,0.18,4648,1162,0,2015,2 -55,217840,0,0,4251020170,236,Yes,Bachelor or equivalent,Male,Yes,Single,12,\N,1,0,60,Others,356,MS,50,176,Yes,No,0.4,6527,815,0,2015,1 -55,217840,0,0,4251020170,236,Yes,Bachelor or equivalent,Male,Yes,Single,12,\N,1,0,60,Others,356,MS,50,176,Yes,No,0.4,1402,1402,0,2015,2 -17,78741,0.06,0.01,4251013618,237,Yes,Bachelor or equivalent,Female,No,Single,69,\N,3,6,79,Technology Related Job,28,MT,247,191,No,No,0.85,5044,840,0,2015,1 -17,78741,0.06,0.01,4251013618,237,Yes,Bachelor or equivalent,Female,No,Single,69,\N,3,6,79,Technology Related Job,28,MT,247,191,No,No,0.85,6957,695,0,2015,2 -33,76770,0,0.02,4251059241,238,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,1,3,19,Others,389,TX,251,51,No,Yes,0.06,1276,638,0,2015,1 -33,76770,0,0.02,4251059241,238,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,1,3,19,Others,389,TX,251,51,No,Yes,0.06,3128,625,0,2015,2 -63,187670,0.06,0.03,4251028785,239,Yes,Master or equivalent,Male,Yes,Single,15,\N,2,1,38,Technology Related Job,61,VT,448,66,No,No,0.52,4993,624,0,2015,1 -63,187670,0.06,0.03,4251028785,239,Yes,Master or equivalent,Male,Yes,Single,15,\N,2,1,38,Technology Related Job,61,VT,448,66,No,No,0.52,2147,536,0,2015,2 -79,185699,0,0,4251081972,240,Yes,High School or below,Female,Yes,Married,22,\N,1,6,78,Others,421,ID,451,176,No,No,0.73,3549,709,0,2015,1 -79,185699,0,0,4251081972,240,Yes,High School or below,Female,Yes,Married,22,\N,1,6,78,Others,421,ID,451,176,No,No,0.73,2411,803,0,2015,2 -42,46599,0.07,0.01,4251012893,241,Yes,High School or below,Male,Yes,Married,80,\N,2,4,97,Technology Related Job,94,IN,148,191,No,No,0.19,3594,898,0,2015,1 -42,46599,0.07,0.01,4251012893,241,Yes,High School or below,Male,Yes,Married,80,\N,2,4,97,Technology Related Job,94,IN,148,191,No,No,0.19,901,450,0,2015,2 -58,44628,0.01,0.02,4251008725,242,Yes,High School or below,Male,Yes,Single,88,\N,1,1,37,Others,454,NJ,151,51,No,No,0.4,5202,1040,0,2015,1 -58,44628,0.01,0.02,4251008725,242,Yes,High School or below,Male,Yes,Single,88,\N,1,1,37,Others,454,NJ,151,51,No,No,0.4,488,488,0,2015,2 -20,155529,0.07,0.03,4251044106,243,Yes,High School or below,Female,Yes,Married,26,\N,2,7,55,Technology Related Job,126,NY,348,66,No,No,0.85,2786,928,0,2015,1 -20,155529,0.07,0.03,4251044106,243,Yes,High School or below,Female,Yes,Married,26,\N,2,7,55,Technology Related Job,126,NY,348,66,No,No,0.85,3075,615,0,2015,2 -20,155529,0.07,0.03,4251044106,243,Yes,High School or below,Female,Yes,Married,26,\N,2,7,55,Technology Related Job,126,NY,348,66,No,No,0.85,199,199,0,2015,3 -36,153558,0.01,0,4251068888,244,Yes,High School or below,Female,Yes,Single,33,\N,0,4,96,Others,486,WI,351,176,No,No,0.06,5085,726,0,2015,1 -36,153558,0.01,0,4251068888,244,Yes,High School or below,Female,Yes,Single,33,\N,0,4,96,Others,486,WI,351,176,No,No,0.06,5006,834,0,2015,2 -66,14458,0.07,0.01,4251081675,245,Yes,Bachelor or equivalent,Male,No,Single,91,\N,1,2,14,Technology Related Job,159,AL,48,191,No,No,0.52,6711,838,0,2015,1 -66,14458,0.07,0.01,4251081675,245,Yes,Bachelor or equivalent,Male,No,Single,91,\N,1,2,14,Technology Related Job,159,AL,48,191,No,No,0.52,3019,1006,0,2015,2 -14,12487,0.01,0.02,4251056803,246,Yes,Bachelor or equivalent,Female,No,Married,98,\N,0,7,55,Others,19,LA,52,51,No,No,0.73,5163,737,0,2015,1 -14,12487,0.01,0.02,4251056803,246,Yes,Bachelor or equivalent,Female,No,Married,98,\N,0,7,55,Others,19,LA,52,51,No,No,0.73,3875,968,0,2015,2 -45,123388,0.07,0.03,4251054104,247,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,1,5,73,Technology Related Job,191,MD,249,66,No,No,0.19,3415,853,0,2015,1 -45,123388,0.07,0.03,4251054104,247,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,1,5,73,Technology Related Job,191,MD,249,66,No,No,0.19,4768,681,0,2015,2 -60,121416,0.01,0,4251034944,248,Yes,PhD or equivalent,Male,Yes,Married,44,\N,0,2,14,Others,51,OR,252,176,No,No,0.4,3767,627,0,2015,1 -60,121416,0.01,0,4251034944,248,Yes,PhD or equivalent,Male,Yes,Married,44,\N,0,2,14,Others,51,OR,252,176,No,No,0.4,3438,491,0,2015,2 -60,121416,0.01,0,4251034944,248,Yes,PhD or equivalent,Male,Yes,Married,44,\N,0,2,14,Others,51,OR,252,176,No,No,0.4,981,981,0,2015,3 -23,232317,0,0.01,4251038693,249,No,High School or below,Female,Yes,Married,102,\N,1,0,32,Technology Related Job,224,PA,449,191,No,No,0.85,4964,709,0,2015,1 -23,232317,0,0.01,4251038693,249,No,High School or below,Female,Yes,Married,102,\N,1,0,32,Technology Related Job,224,PA,449,191,No,No,0.85,3283,820,0,2015,2 -39,230346,0.02,0.02,4251070480,250,Yes,High School or below,Female,Yes,Single,109,\N,3,5,73,Others,84,CA,452,51,No,No,0.06,1532,510,0,2015,1 -39,230346,0.02,0.02,4251070480,250,Yes,High School or below,Female,Yes,Single,109,\N,3,5,73,Others,84,CA,452,51,No,No,0.06,1795,598,0,2015,2 -69,91246,0,0.03,4251026089,251,Yes,High School or below,Male,No,Single,47,\N,1,3,91,Technology Related Job,256,CT,149,66,No,No,0.52,5940,742,0,2015,1 -69,91246,0,0.03,4251026089,251,Yes,High School or below,Male,No,Single,47,\N,1,3,91,Technology Related Job,256,CT,149,66,No,No,0.52,1694,564,0,2015,2 -69,91246,0,0.03,4251026089,251,Yes,High School or below,Male,No,Single,47,\N,1,3,91,Technology Related Job,256,CT,149,66,No,No,0.52,24,24,0,2015,3 -17,89275,0.02,0,4251052669,252,Yes,High School or below,Female,Yes,Married,55,\N,3,0,32,Others,117,MS,153,176,No,No,0.73,6912,531,0,2015,1 -17,89275,0.02,0,4251052669,252,Yes,High School or below,Female,Yes,Married,55,\N,3,0,32,Others,117,MS,153,176,No,No,0.73,5196,866,0,2015,2 -17,89275,0.02,0,4251052669,252,Yes,High School or below,Female,Yes,Married,55,\N,3,0,32,Others,117,MS,153,176,No,No,0.73,303,303,0,2015,3 -47,200176,0,0,4251024432,253,Yes,High School or below,Male,Yes,Single,113,\N,0,6,50,Technology Related Job,289,MT,350,191,No,Yes,0.19,5867,733,0,2015,1 -47,200176,0,0,4251024432,253,Yes,High School or below,Male,Yes,Single,113,\N,0,6,50,Technology Related Job,289,MT,350,191,No,Yes,0.19,2874,958,0,2015,2 -63,198205,0.02,0.02,4251009072,254,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,3,4,91,Others,149,TX,353,51,No,No,0.4,2394,598,0,2015,1 -63,198205,0.02,0.02,4251009072,254,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,3,4,91,Others,149,TX,353,51,No,No,0.4,6558,819,0,2015,2 -26,59105,0,0.02,4251076011,255,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,0,1,9,Technology Related Job,321,UT,50,66,No,No,0.86,3592,598,1,2015,1 -26,59105,0,0.02,4251076011,255,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,0,1,9,Technology Related Job,321,UT,50,66,No,No,0.86,2405,801,1,2015,2 -41,57134,0.02,0,4251085887,256,Yes,Master or equivalent,Female,Yes,Single,65,\N,3,7,49,Others,182,HI,53,176,No,No,0.07,1848,924,0,2015,1 -41,57134,0.02,0,4251085887,256,Yes,Master or equivalent,Female,Yes,Single,65,\N,3,7,49,Others,182,HI,53,176,No,No,0.07,4358,726,0,2015,2 -72,168034,0.01,0,4251063028,257,Yes,PhD or equivalent,Male,Yes,Single,3,\N,0,4,68,Technology Related Job,354,IL,250,191,No,No,0.52,6687,1114,0,2015,1 -72,168034,0.01,0,4251063028,257,Yes,PhD or equivalent,Male,Yes,Single,3,\N,0,4,68,Technology Related Job,354,IL,250,191,No,No,0.52,3886,647,0,2015,2 -20,166063,0.03,0.02,4251018340,258,Yes,High School or below,Female,Yes,Single,11,\N,2,2,8,Others,214,NJ,254,51,No,No,0.73,3408,486,0,2015,1 -20,166063,0.03,0.02,4251018340,258,Yes,High School or below,Female,Yes,Single,11,\N,2,2,8,Others,214,NJ,254,51,No,No,0.73,5778,963,0,2015,2 -20,166063,0.03,0.02,4251018340,258,Yes,High School or below,Female,Yes,Single,11,\N,2,2,8,Others,214,NJ,254,51,No,No,0.73,1053,1053,0,2015,3 -50,26964,0.01,0.02,4251031587,259,Yes,High School or below,Male,Yes,Single,69,\N,0,7,27,Technology Related Job,387,NY,451,66,No,No,0.19,3414,569,0,2015,1 -50,26964,0.01,0.02,4251031587,259,Yes,High School or below,Male,Yes,Single,69,\N,0,7,27,Technology Related Job,387,NY,451,66,No,No,0.19,4973,710,0,2015,2 -50,26964,0.01,0.02,4251031587,259,Yes,High School or below,Male,Yes,Single,69,\N,0,7,27,Technology Related Job,387,NY,451,66,No,No,0.19,377,377,0,2015,3 -66,24993,0.03,0,4251029551,260,Yes,High School or below,Male,No,Married,76,\N,2,5,67,Others,247,WI,454,176,No,Yes,0.4,4750,791,0,2015,1 -66,24993,0.03,0,4251029551,260,Yes,High School or below,Male,No,Married,76,\N,2,5,67,Others,247,WI,454,176,No,Yes,0.4,5030,838,0,2015,2 -28,135893,0.01,0,4251023387,261,Yes,High School or below,Female,Yes,Married,14,\N,3,2,86,Technology Related Job,419,WY,151,191,No,No,0.86,5623,702,0,2015,1 -28,135893,0.01,0,4251023387,261,Yes,High School or below,Female,Yes,Married,14,\N,3,2,86,Technology Related Job,419,WY,151,191,No,No,0.86,2319,579,0,2015,2 -28,135893,0.01,0,4251023387,261,Yes,High School or below,Female,Yes,Married,14,\N,3,2,86,Technology Related Job,419,WY,151,191,No,No,0.86,323,323,0,2015,3 -44,133922,0.03,0.02,4251064057,262,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,2,0,26,Others,279,KY,154,51,No,No,0.07,2250,450,0,2015,1 -44,133922,0.03,0.02,4251064057,262,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,2,0,26,Others,279,KY,154,51,No,No,0.07,1581,527,0,2015,2 -75,244822,0.01,0.02,4251056602,263,Yes,Bachelor or equivalent,Male,Yes,Single,79,\N,3,5,45,Technology Related Job,452,ME,351,66,No,No,0.52,3503,875,0,2015,1 -75,244822,0.01,0.02,4251056602,263,Yes,Bachelor or equivalent,Male,Yes,Single,79,\N,3,5,45,Technology Related Job,452,ME,351,66,No,No,0.52,4594,656,0,2015,2 -23,242851,0.03,0,4251063395,264,Yes,Master or equivalent,Female,Yes,Single,87,\N,2,3,85,Technology Related Job,312,OK,355,176,No,No,0.73,3063,612,0,2015,1 -23,242851,0.03,0,4251063395,264,Yes,Master or equivalent,Female,Yes,Single,87,\N,2,3,85,Technology Related Job,312,OK,355,176,No,No,0.73,1191,595,0,2015,2 -53,103752,0.02,0,4251076580,265,Yes,Master or equivalent,Male,No,Single,25,\N,3,1,4,Technology Related Job,484,PA,51,191,No,No,0.19,1106,553,0,2015,1 -53,103752,0.02,0,4251076580,265,Yes,Master or equivalent,Male,No,Single,25,\N,3,1,4,Technology Related Job,484,PA,51,191,No,No,0.19,3965,660,0,2015,2 -69,101781,0.04,0.02,4251098267,266,Yes,High School or below,Male,Yes,Married,32,\N,1,6,44,Technology Related Job,344,CA,55,51,No,No,0.4,6073,759,0,2015,1 -69,101781,0.04,0.02,4251098267,266,Yes,High School or below,Male,Yes,Married,32,\N,1,6,44,Technology Related Job,344,CA,55,51,No,No,0.4,4347,621,0,2015,2 -31,212681,0.02,0.02,4251034912,267,Yes,High School or below,Female,Yes,Married,90,\N,2,4,63,Technology Related Job,17,CO,252,66,No,No,0.86,6739,673,0,2015,1 -31,212681,0.02,0.02,4251034912,267,Yes,High School or below,Female,Yes,Married,90,\N,2,4,63,Technology Related Job,17,CO,252,66,No,No,0.86,2283,761,0,2015,2 -47,210710,0.04,0,4251099926,268,Yes,High School or below,Male,Yes,Single,98,\N,1,1,3,Technology Related Job,377,MN,255,176,No,No,0.07,6732,673,0,2015,1 -47,210710,0.04,0,4251099926,268,Yes,High School or below,Male,Yes,Single,98,\N,1,1,3,Technology Related Job,377,MN,255,176,No,No,0.07,4811,801,0,2015,2 -47,210710,0.04,0,4251099926,268,Yes,High School or below,Male,Yes,Single,98,\N,1,1,3,Technology Related Job,377,MN,255,176,No,No,0.07,989,989,0,2015,3 -77,71611,0.02,0,4251046156,269,Yes,High School or below,Male,Yes,Married,36,\N,2,7,22,Technology Related Job,49,MO,452,191,No,No,0.52,3764,941,0,2015,1 -77,71611,0.02,0,4251046156,269,Yes,High School or below,Male,Yes,Married,36,\N,2,7,22,Technology Related Job,49,MO,452,191,No,No,0.52,1276,425,0,2015,2 -25,69640,0.04,0.02,4251091890,270,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,1,4,62,Technology Related Job,410,TN,455,51,No,No,0.74,6713,959,0,2015,1 -25,69640,0.04,0.02,4251091890,270,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,1,4,62,Technology Related Job,410,TN,455,51,No,No,0.74,2580,860,0,2015,2 -56,180540,0.02,0.02,4251054911,271,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,2,2,80,Technology Related Job,82,UT,152,66,No,No,0.19,1433,716,0,2015,1 -56,180540,0.02,0.02,4251054911,271,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,2,2,80,Technology Related Job,82,UT,152,66,No,No,0.19,907,302,0,2015,2 -72,178569,0.04,0,4251031483,272,Yes,Master or equivalent,Male,Yes,Married,108,\N,0,7,21,Technology Related Job,442,HI,156,176,No,No,0.4,2641,660,0,2015,1 -72,178569,0.04,0,4251031483,272,Yes,Master or equivalent,Male,Yes,Married,108,\N,0,7,21,Technology Related Job,442,HI,156,176,No,No,0.4,2040,1020,0,2015,2 -34,39469,0.03,0,4251042218,273,Yes,Master or equivalent,Female,Yes,Married,46,\N,2,5,39,Technology Related Job,114,ID,353,191,No,No,0.86,6171,771,1,2015,1 -34,39469,0.03,0,4251042218,273,Yes,Master or equivalent,Female,Yes,Married,46,\N,2,5,39,Technology Related Job,114,ID,353,191,No,No,0.86,3129,1043,1,2015,2 -34,39469,0.03,0,4251042218,273,Yes,Master or equivalent,Female,Yes,Married,46,\N,2,5,39,Technology Related Job,114,ID,353,191,No,No,0.86,387,387,1,2015,3 -50,37498,0.05,0.02,4251069247,274,Yes,High School or below,Male,No,Married,54,\N,0,2,80,Technology Related Job,475,NH,356,51,No,No,0.07,2792,698,0,2015,1 -50,37498,0.05,0.02,4251069247,274,Yes,High School or below,Male,No,Married,54,\N,0,2,80,Technology Related Job,475,NH,356,51,No,No,0.07,5328,888,0,2015,2 -12,148399,0.03,0.02,4251099881,275,Yes,High School or below,Female,Yes,Married,112,\N,1,0,98,Technology Related Job,147,NM,53,66,Yes,Yes,0.53,5283,880,0,2015,1 -12,148399,0.03,0.02,4251099881,275,Yes,High School or below,Female,Yes,Married,112,\N,1,0,98,Technology Related Job,147,NM,53,66,Yes,Yes,0.53,5778,577,0,2015,2 -28,146428,0.05,0,4251046451,276,Yes,High School or below,Female,Yes,Single,119,\N,0,5,39,Technology Related Job,7,WV,56,176,No,No,0.74,2647,529,0,2015,1 -28,146428,0.05,0,4251046451,276,Yes,High School or below,Female,Yes,Single,119,\N,0,5,39,Technology Related Job,7,WV,56,176,No,No,0.74,2909,727,0,2015,2 -59,7328,0.03,0,4251057321,277,Yes,High School or below,Male,Yes,Single,57,\N,1,3,57,Technology Related Job,180,WY,253,191,No,No,0.19,4536,756,0,2015,1 -59,7328,0.03,0,4251057321,277,Yes,High School or below,Male,Yes,Single,57,\N,1,3,57,Technology Related Job,180,WY,253,191,No,No,0.19,2471,823,0,2015,2 -74,5357,0.05,0.02,4251039265,278,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,0,0,98,Technology Related Job,40,KY,257,51,No,No,0.4,4783,956,0,2015,1 -74,5357,0.05,0.02,4251039265,278,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,0,0,98,Technology Related Job,40,KY,257,51,No,No,0.4,4560,651,0,2015,2 -37,116257,0.03,0.02,4251091065,279,Yes,Bachelor or equivalent,Female,No,Single,3,\N,1,6,16,Technology Related Job,212,LA,454,66,No,No,0.86,2739,684,0,2015,1 -37,116257,0.03,0.02,4251091065,279,Yes,Bachelor or equivalent,Female,No,Single,3,\N,1,6,16,Technology Related Job,212,LA,454,66,No,No,0.86,2869,717,0,2015,2 -37,116257,0.03,0.02,4251091065,279,Yes,Bachelor or equivalent,Female,No,Single,3,\N,1,6,16,Technology Related Job,212,LA,454,66,No,No,0.86,1240,1240,0,2015,3 -53,114286,0.05,0,4251055748,280,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,3,3,57,Technology Related Job,72,OH,457,176,No,No,0.07,4755,951,0,2015,1 -53,114286,0.05,0,4251055748,280,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,3,3,57,Technology Related Job,72,OH,457,176,No,No,0.07,2454,490,0,2015,2 -15,225187,0.04,0,4251031242,281,Yes,Master or equivalent,Female,Yes,Married,68,\N,1,1,75,Technology Related Job,245,OR,154,191,No,No,0.53,490,245,0,2015,1 -15,225187,0.04,0,4251031242,281,Yes,Master or equivalent,Female,Yes,Married,68,\N,1,1,75,Technology Related Job,245,OR,154,191,No,No,0.53,3311,551,0,2015,2 -31,223216,0.06,0.02,4251033030,282,Yes,PhD or equivalent,Female,Yes,Single,75,\N,3,7,16,Technology Related Job,105,AR,157,51,No,Yes,0.74,1092,546,0,2015,1 -31,223216,0.06,0.02,4251033030,282,Yes,PhD or equivalent,Female,Yes,Single,75,\N,3,7,16,Technology Related Job,105,AR,157,51,No,Yes,0.74,1857,619,0,2015,2 -61,84116,0.04,0.02,4251047312,283,Yes,High School or below,Male,Yes,Single,13,\N,0,4,34,Technology Related Job,277,CO,354,66,No,No,0.19,5631,625,0,2015,1 -61,84116,0.04,0.02,4251047312,283,Yes,High School or below,Male,Yes,Single,13,\N,0,4,34,Technology Related Job,277,CO,354,66,No,No,0.19,4610,658,0,2015,2 -77,82145,0.06,0,4251049497,284,Yes,High School or below,Male,Yes,Single,21,\N,3,2,75,Technology Related Job,137,MN,358,176,No,No,0.41,4675,779,0,2015,1 -77,82145,0.06,0,4251049497,284,Yes,High School or below,Male,Yes,Single,21,\N,3,2,75,Technology Related Job,137,MN,358,176,No,No,0.41,4128,825,0,2015,2 -40,193046,0.04,0,4251008934,285,Yes,High School or below,Female,Yes,Single,79,\N,0,7,93,Non-technology Related Job,310,MS,55,191,No,No,0.86,5599,699,0,2015,1 -40,193046,0.04,0,4251008934,285,Yes,High School or below,Female,Yes,Single,79,\N,0,7,93,Non-technology Related Job,310,MS,55,191,No,No,0.86,5158,859,0,2015,2 -55,191074,0.06,0.02,4251023315,286,Yes,High School or below,Male,Yes,Married,86,\N,2,5,33,Technology Related Job,170,SD,58,51,No,No,0.07,4259,1064,0,2015,1 -55,191074,0.06,0.02,4251023315,286,Yes,High School or below,Male,Yes,Married,86,\N,2,5,33,Technology Related Job,170,SD,58,51,No,No,0.07,1678,559,0,2015,2 -18,51975,0.04,0.02,4251092302,287,Yes,Bachelor or equivalent,Female,Yes,Married,24,\N,0,2,52,Non-technology Related Job,342,TX,255,66,No,No,0.53,5822,831,0,2015,1 -18,51975,0.04,0.02,4251092302,287,Yes,Bachelor or equivalent,Female,Yes,Married,24,\N,0,2,52,Non-technology Related Job,342,TX,255,66,No,No,0.53,2958,739,0,2015,2 -34,50004,0.06,0,4251099429,288,Yes,Bachelor or equivalent,Female,No,Single,32,\N,2,0,92,Technology Related Job,203,GA,258,176,No,No,0.74,5941,660,1,2015,1 -34,50004,0.06,0,4251099429,288,Yes,Bachelor or equivalent,Female,No,Single,32,\N,2,0,92,Technology Related Job,203,GA,258,176,No,No,0.74,2981,993,1,2015,2 -64,160904,0.05,0,4251063924,289,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,3,5,11,Non-technology Related Job,375,ID,455,191,No,No,0.2,5695,1139,1,2015,1 -64,160904,0.05,0,4251063924,289,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,3,5,11,Non-technology Related Job,375,ID,455,191,No,No,0.2,2449,816,1,2015,2 -12,158933,0.07,0.02,4251032404,290,Yes,Master or equivalent,Male,Yes,Single,97,\N,2,3,51,Technology Related Job,235,NH,458,51,No,No,0.41,2821,705,0,2015,2 -42,19834,0.05,0.02,4251027514,291,Yes,PhD or equivalent,Female,Yes,Single,35,\N,3,0,70,Non-technology Related Job,408,NJ,155,66,No,No,0.86,3626,725,0,2015,1 -42,19834,0.05,0.02,4251027514,291,Yes,PhD or equivalent,Female,Yes,Single,35,\N,3,0,70,Non-technology Related Job,408,NJ,155,66,No,No,0.86,3878,646,0,2015,2 -58,17863,0.07,0,4251067190,292,Yes,High School or below,Male,Yes,Married,42,\N,2,6,10,Technology Related Job,268,WA,159,176,No,No,0.07,4330,541,0,2015,1 -58,17863,0.07,0,4251067190,292,Yes,High School or below,Male,Yes,Married,42,\N,2,6,10,Technology Related Job,268,WA,159,176,No,No,0.07,2949,737,0,2015,2 -21,128763,0.05,0,4251053912,293,Yes,High School or below,Female,No,Married,100,\N,3,4,29,Non-technology Related Job,440,WI,356,191,No,No,0.53,3889,777,1,2015,1 -21,128763,0.05,0,4251053912,293,Yes,High School or below,Female,No,Married,100,\N,3,4,29,Non-technology Related Job,440,WI,356,191,No,No,0.53,7999,727,1,2015,2 -37,126792,0.07,0.02,4251071543,294,Yes,High School or below,Female,No,Married,108,\N,1,1,69,Technology Related Job,300,KS,359,51,No,No,0.74,6907,627,0,2015,1 -37,126792,0.07,0.02,4251071543,294,Yes,High School or below,Female,No,Married,108,\N,1,1,69,Technology Related Job,300,KS,359,51,No,No,0.74,1933,483,0,2015,2 -67,237692,0.05,0.02,4251079674,295,Yes,High School or below,Male,Yes,Married,46,\N,3,7,88,Non-technology Related Job,473,LA,56,66,No,No,0.2,1111,370,0,2015,1 -67,237692,0.05,0.02,4251079674,295,Yes,High School or below,Male,Yes,Married,46,\N,3,7,88,Non-technology Related Job,473,LA,56,66,No,No,0.2,2361,393,0,2015,2 -15,235721,0.07,0,4251029193,296,Yes,Bachelor or equivalent,Male,Yes,Single,53,\N,1,4,28,Technology Related Job,333,OH,59,176,No,No,0.41,4080,816,0,2015,1 -15,235721,0.07,0,4251029193,296,Yes,Bachelor or equivalent,Male,Yes,Single,53,\N,1,4,28,Technology Related Job,333,OH,59,176,No,No,0.41,1735,578,0,2015,2 -45,96622,0.06,0,4251079351,297,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,2,2,47,Non-technology Related Job,5,OR,256,191,No,Yes,0.86,9334,848,0,2015,1 -45,96622,0.06,0,4251079351,297,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,2,2,47,Non-technology Related Job,5,OR,256,191,No,Yes,0.86,5523,920,0,2015,2 -45,96622,0.06,0,4251079351,297,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,2,2,47,Non-technology Related Job,5,OR,256,191,No,Yes,0.86,1343,1343,0,2015,3 -61,94651,0,0.02,4251053352,298,Yes,Master or equivalent,Male,Yes,Married,118,\N,1,7,87,Technology Related Job,365,AZ,260,51,No,No,0.07,1919,479,0,2015,1 -61,94651,0,0.02,4251053352,298,Yes,Master or equivalent,Male,Yes,Married,118,\N,1,7,87,Technology Related Job,365,AZ,260,51,No,No,0.07,4161,693,0,2015,2 -23,205551,0.06,0.02,4251044544,299,Yes,Master or equivalent,Female,Yes,Single,56,\N,2,5,6,Non-technology Related Job,38,CA,457,66,No,No,0.53,4802,800,0,2015,1 -23,205551,0.06,0.02,4251044544,299,Yes,Master or equivalent,Female,Yes,Single,56,\N,2,5,6,Non-technology Related Job,38,CA,457,66,No,No,0.53,5012,626,0,2015,2 -39,203580,0,0,4251065361,300,Yes,High School or below,Female,Yes,Married,64,\N,1,2,46,Technology Related Job,398,MI,460,176,Yes,No,0.74,1771,442,1,2015,1 -39,203580,0,0,4251065361,300,Yes,High School or below,Female,Yes,Married,64,\N,1,2,46,Technology Related Job,398,MI,460,176,Yes,No,0.74,1747,436,1,2015,2 -70,64480,0.06,0,4251051560,301,Yes,High School or below,Male,Yes,Married,2,\N,2,0,64,Non-technology Related Job,70,MS,157,191,No,No,0.2,2536,634,0,2015,1 -70,64480,0.06,0,4251051560,301,Yes,High School or below,Male,Yes,Married,2,\N,2,0,64,Non-technology Related Job,70,MS,157,191,No,No,0.2,3143,785,0,2015,2 -18,62509,0,0.02,4251014159,302,Yes,High School or below,Female,No,Single,9,\N,0,5,5,Technology Related Job,430,SD,160,51,No,No,0.41,3406,851,1,2015,1 -18,62509,0,0.02,4251014159,302,Yes,High School or below,Female,No,Single,9,\N,0,5,5,Technology Related Job,430,SD,160,51,No,No,0.41,2361,590,1,2015,2 -48,173410,0.06,0.02,4251036842,303,Yes,High School or below,Male,Yes,Single,67,\N,2,3,23,Non-technology Related Job,103,TX,357,66,No,No,0.87,4937,617,0,2015,1 -48,173410,0.06,0.02,4251036842,303,Yes,High School or below,Male,Yes,Single,67,\N,2,3,23,Non-technology Related Job,103,TX,357,66,No,No,0.87,7104,888,0,2015,2 -64,171439,0,0,4251040042,304,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,0,0,64,Technology Related Job,463,FL,361,176,No,Yes,0.08,3992,798,0,2015,1 -64,171439,0,0,4251040042,304,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,0,0,64,Technology Related Job,463,FL,361,176,No,Yes,0.08,5851,1170,0,2015,2 -64,171439,0,0,4251040042,304,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,0,0,64,Technology Related Job,463,FL,361,176,No,Yes,0.08,741,370,0,2015,3 -26,32339,0.07,0,4251093071,305,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,1,6,82,Non-technology Related Job,135,HI,58,191,No,No,0.53,4223,844,0,2015,1 -26,32339,0.07,0,4251093071,305,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,1,6,82,Non-technology Related Job,135,HI,58,191,No,No,0.53,4744,948,0,2015,2 -42,30368,0.01,0.02,4251032444,306,Yes,Master or equivalent,Female,Yes,Married,20,\N,0,3,23,Technology Related Job,496,NV,61,51,No,No,0.74,8298,1037,0,2015,1 -42,30368,0.01,0.02,4251032444,306,Yes,Master or equivalent,Female,Yes,Married,20,\N,0,3,23,Technology Related Job,496,NV,61,51,No,No,0.74,3977,994,0,2015,2 -72,141269,0.07,0.02,4251081794,307,Yes,Master or equivalent,Male,No,Married,78,\N,1,1,41,Non-technology Related Job,168,NJ,258,66,No,No,0.2,3790,631,0,2015,1 -72,141269,0.07,0.02,4251081794,307,Yes,Master or equivalent,Male,No,Married,78,\N,1,1,41,Non-technology Related Job,168,NJ,258,66,No,No,0.2,9472,676,0,2015,2 -20,139298,0.01,0,4251022993,308,Yes,High School or below,Female,No,Single,85,\N,3,6,82,Technology Related Job,28,WA,261,176,No,No,0.41,3441,860,0,2015,1 -20,139298,0.01,0,4251022993,308,Yes,High School or below,Female,No,Single,85,\N,3,6,82,Technology Related Job,28,WA,261,176,No,No,0.41,3514,702,0,2015,2 -51,198,0.07,0,4251041605,309,Yes,High School or below,Male,Yes,Married,23,\N,1,4,0,Non-technology Related Job,201,WI,458,191,No,No,0.87,4869,541,0,2015,1 -51,198,0.07,0,4251041605,309,Yes,High School or below,Male,Yes,Married,23,\N,1,4,0,Non-technology Related Job,201,WI,458,191,No,No,0.87,1497,299,0,2015,2 -67,248227,0.01,0.02,4251063165,310,Yes,High School or below,Male,Yes,Single,31,\N,3,2,41,Technology Related Job,61,IA,462,51,No,No,0.08,4541,756,1,2015,1 -67,248227,0.01,0.02,4251063165,310,Yes,High School or below,Male,Yes,Single,31,\N,3,2,41,Technology Related Job,61,IA,462,51,No,No,0.08,927,927,1,2015,2 -29,109127,0.07,0.02,4251030064,311,Yes,High School or below,Female,Yes,Single,89,\N,0,7,59,Non-technology Related Job,233,KY,158,66,No,No,0.53,2140,428,0,2015,1 -29,109127,0.07,0.02,4251030064,311,Yes,High School or below,Female,Yes,Single,89,\N,0,7,59,Non-technology Related Job,233,KY,158,66,No,No,0.53,4588,917,0,2015,2 -45,107156,0.02,0,4251022019,312,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,3,5,0,Technology Related Job,93,ND,162,176,No,No,0.74,4404,880,0,2015,1 -45,107156,0.02,0,4251022019,312,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,3,5,0,Technology Related Job,93,ND,162,176,No,No,0.74,1231,615,0,2015,2 -75,218057,0,0,4251068592,313,Yes,Bachelor or equivalent,Male,No,Married,34,\N,0,2,18,Non-technology Related Job,266,OK,359,191,No,No,0.2,5990,665,0,2015,1 -75,218057,0,0,4251068592,313,Yes,Bachelor or equivalent,Male,No,Married,34,\N,0,2,18,Non-technology Related Job,266,OK,359,191,No,No,0.2,2835,567,0,2015,2 -23,216086,0.02,0.02,4251045000,314,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,3,0,58,Technology Related Job,126,AZ,362,51,No,No,0.41,3965,793,0,2015,1 -23,216086,0.02,0.02,4251045000,314,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,3,0,58,Technology Related Job,126,AZ,362,51,No,No,0.41,8185,909,0,2015,2 -23,216086,0.02,0.02,4251045000,314,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,3,0,58,Technology Related Job,126,AZ,362,51,No,No,0.41,1308,1308,0,2015,3 -54,76986,0,0.02,4251093527,315,Yes,Master or equivalent,Male,Yes,Married,99,\N,0,5,77,Non-technology Related Job,298,CA,59,66,No,No,0.87,1017,1017,0,2015,1 -54,76986,0,0.02,4251093527,315,Yes,Master or equivalent,Male,Yes,Married,99,\N,0,5,77,Non-technology Related Job,298,CA,59,66,No,No,0.87,5048,1009,0,2015,2 -69,75015,0.02,0,4251015032,316,Yes,High School or below,Male,Yes,Single,107,\N,2,3,17,Technology Related Job,158,MA,62,176,No,No,0.08,3653,730,0,2015,1 -69,75015,0.02,0,4251015032,316,Yes,High School or below,Male,Yes,Single,107,\N,2,3,17,Technology Related Job,158,MA,62,176,No,No,0.08,3615,516,0,2015,2 -32,185915,0,0,4251041567,317,Yes,High School or below,Female,Yes,Single,45,\N,0,0,36,Non-technology Related Job,331,MN,259,191,No,No,0.53,3556,889,0,2015,1 -32,185915,0,0,4251041567,317,Yes,High School or below,Female,Yes,Single,45,\N,0,0,36,Non-technology Related Job,331,MN,259,191,No,No,0.53,4041,808,0,2015,2 -48,183944,0.02,0.02,4251078705,318,Yes,High School or below,Female,Yes,Married,52,\N,2,6,76,Technology Related Job,191,SC,263,51,No,No,0.75,6669,833,0,2015,1 -48,183944,0.02,0.02,4251078705,318,Yes,High School or below,Female,Yes,Married,52,\N,2,6,76,Technology Related Job,191,SC,263,51,No,No,0.75,4397,732,0,2015,2 -78,44845,0,0.02,4251025175,319,Yes,High School or below,Male,Yes,Single,110,\N,3,3,95,Non-technology Related Job,363,TN,460,66,No,Yes,0.2,5202,867,0,2015,1 -78,44845,0,0.02,4251025175,319,Yes,High School or below,Male,Yes,Single,110,\N,3,3,95,Non-technology Related Job,363,TN,460,66,No,Yes,0.2,3551,710,0,2015,2 -26,42874,0.03,0,4251071316,320,Yes,High School or below,Female,Yes,Married,118,\N,2,1,35,Technology Related Job,223,FL,463,176,No,No,0.41,1543,308,1,2015,1 -26,42874,0.03,0,4251071316,320,Yes,High School or below,Female,Yes,Married,118,\N,2,1,35,Technology Related Job,223,FL,463,176,No,No,0.41,3138,784,1,2015,2 -56,153774,0.01,0,4251079509,321,Yes,Bachelor or equivalent,Male,No,Married,56,\N,3,7,54,Non-technology Related Job,396,HI,160,191,No,No,0.87,3562,890,0,2015,1 -56,153774,0.01,0,4251079509,321,Yes,Bachelor or equivalent,Male,No,Married,56,\N,3,7,54,Non-technology Related Job,396,HI,160,191,No,No,0.87,3824,764,0,2015,2 -72,151803,0.03,0.02,4251086138,322,Yes,Bachelor or equivalent,Male,No,Single,63,\N,2,4,94,Technology Related Job,256,NE,163,51,No,No,0.08,2419,604,0,2015,1 -72,151803,0.03,0.02,4251086138,322,Yes,Bachelor or equivalent,Male,No,Single,63,\N,2,4,94,Technology Related Job,256,NE,163,51,No,No,0.08,4413,735,0,2015,2 -35,12703,0.01,0.02,4251095202,323,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,3,2,13,Non-technology Related Job,428,NH,360,66,No,No,0.54,2227,371,0,2015,1 -35,12703,0.01,0.02,4251095202,323,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,3,2,13,Non-technology Related Job,428,NH,360,66,No,No,0.54,2685,895,0,2015,2 -50,10732,0.03,0,4251092646,324,Yes,PhD or equivalent,Female,Yes,Single,8,\N,1,7,53,Technology Related Job,289,VA,364,175,No,No,0.75,2245,748,0,2015,1 -50,10732,0.03,0,4251092646,324,Yes,PhD or equivalent,Female,Yes,Single,8,\N,1,7,53,Technology Related Job,289,VA,364,175,No,No,0.75,4648,929,0,2015,2 -13,121633,0.01,0,4251070987,325,Yes,High School or below,Male,Yes,Single,66,\N,3,5,72,Non-technology Related Job,461,WV,61,190,No,No,0.2,6636,829,0,2015,1 -13,121633,0.01,0,4251070987,325,Yes,High School or below,Male,Yes,Single,66,\N,3,5,72,Non-technology Related Job,461,WV,61,190,No,No,0.2,5062,723,0,2015,2 -29,119662,0.03,0.02,4251062038,326,Yes,High School or below,Female,Yes,Married,74,\N,1,2,12,Technology Related Job,321,IA,64,50,No,Yes,0.41,3064,612,0,2015,1 -29,119662,0.03,0.02,4251062038,326,Yes,High School or below,Female,Yes,Married,74,\N,1,2,12,Technology Related Job,321,IA,64,50,No,Yes,0.41,3785,757,0,2015,2 -59,230562,0.02,0.02,4251026828,327,Yes,High School or below,Male,No,Married,12,\N,2,0,31,Non-technology Related Job,494,KY,261,65,No,No,0.87,7613,1087,0,2015,1 -59,230562,0.02,0.02,4251026828,327,Yes,High School or below,Male,No,Married,12,\N,2,0,31,Non-technology Related Job,494,KY,261,65,No,No,0.87,2327,775,0,2015,2 -59,230562,0.02,0.02,4251026828,327,Yes,High School or below,Male,No,Married,12,\N,2,0,31,Non-technology Related Job,494,KY,261,65,No,No,0.87,455,455,0,2015,3 -75,228591,0.04,0,4251075598,328,No,High School or below,Male,Yes,Single,19,\N,1,5,71,Technology Related Job,354,ND,264,175,No,No,0.08,2418,604,0,2015,1 -75,228591,0.04,0,4251075598,328,No,High School or below,Male,Yes,Single,19,\N,1,5,71,Technology Related Job,354,ND,264,175,No,No,0.08,4898,979,0,2015,2 -37,89492,0.02,0,4251056802,329,Yes,High School or below,Female,Yes,Single,77,\N,2,3,89,Non-technology Related Job,26,OH,461,190,No,No,0.54,2628,876,0,2015,1 -37,89492,0.02,0,4251056802,329,Yes,High School or below,Female,Yes,Single,77,\N,2,3,89,Non-technology Related Job,26,OH,461,190,No,No,0.54,6837,759,0,2015,2 -53,87521,0.04,0.02,4251070811,330,Yes,Bachelor or equivalent,Male,Yes,Single,85,\N,0,0,30,Technology Related Job,386,AK,465,50,No,No,0.75,5503,687,0,2015,1 -53,87521,0.04,0.02,4251070811,330,Yes,Bachelor or equivalent,Male,Yes,Single,85,\N,0,0,30,Technology Related Job,386,AK,465,50,No,No,0.75,1033,516,0,2015,2 -16,198421,0.02,0.02,4251056808,331,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,2,6,48,Non-technology Related Job,59,AR,162,65,No,No,0.2,7418,824,0,2015,1 -16,198421,0.02,0.02,4251056808,331,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,2,6,48,Non-technology Related Job,59,AR,162,65,No,No,0.2,3031,606,0,2015,2 -16,198421,0.02,0.02,4251056808,331,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,2,6,48,Non-technology Related Job,59,AR,162,65,No,No,0.2,503,503,0,2015,3 -32,196450,0.04,0,4251075214,332,Yes,Master or equivalent,Female,Yes,Married,30,\N,0,3,89,Technology Related Job,419,MA,165,175,No,No,0.42,3596,449,0,2015,1 -32,196450,0.04,0,4251075214,332,Yes,Master or equivalent,Female,Yes,Married,30,\N,0,3,89,Technology Related Job,419,MA,165,175,No,No,0.42,2252,750,0,2015,2 -62,57350,0.02,0,4251024077,333,Yes,PhD or equivalent,Male,Yes,Married,88,\N,1,1,7,Non-technology Related Job,91,MN,362,190,No,No,0.87,1805,601,0,2015,1 -62,57350,0.02,0,4251024077,333,Yes,PhD or equivalent,Male,Yes,Married,88,\N,1,1,7,Non-technology Related Job,91,MN,362,190,No,No,0.87,1753,350,0,2015,2 -78,55379,0.04,0.02,4251062616,334,Yes,High School or below,Male,Yes,Single,95,\N,0,6,48,Technology Related Job,451,SC,365,50,No,No,0.08,3416,683,0,2015,1 -78,55379,0.04,0.02,4251062616,334,Yes,High School or below,Male,Yes,Single,95,\N,0,6,48,Technology Related Job,451,SC,365,50,No,No,0.08,3816,763,0,2015,2 -40,166280,0.03,0.02,4251067214,335,Yes,High School or below,Female,Yes,Married,33,\N,1,4,66,Non-technology Related Job,124,SD,62,65,No,No,0.54,1009,504,0,2015,1 -40,166280,0.03,0.02,4251067214,335,Yes,High School or below,Female,Yes,Married,33,\N,1,4,66,Non-technology Related Job,124,SD,62,65,No,No,0.54,1002,1002,0,2015,2 -56,164309,0.05,0,4251036015,336,Yes,High School or below,Male,No,Single,41,\N,0,1,7,Technology Related Job,484,DE,66,175,No,No,0.75,958,319,0,2015,1 -56,164309,0.05,0,4251036015,336,Yes,High School or below,Male,No,Single,41,\N,0,1,7,Technology Related Job,484,DE,66,175,No,No,0.75,2561,512,0,2015,2 -18,25209,0.03,0,4251084303,337,Yes,High School or below,Female,Yes,Single,99,\N,1,7,25,Non-technology Related Job,156,GA,262,190,No,No,0.21,3793,632,0,2015,1 -18,25209,0.03,0,4251084303,337,Yes,High School or below,Female,Yes,Single,99,\N,1,7,25,Non-technology Related Job,156,GA,262,190,No,No,0.21,3495,499,0,2015,2 -34,23238,0.05,0.01,4251035866,338,Yes,Bachelor or equivalent,Female,Yes,Married,106,\N,3,5,66,Technology Related Job,16,NE,266,50,No,No,0.42,3114,622,0,2015,1 -34,23238,0.05,0.01,4251035866,338,Yes,Bachelor or equivalent,Female,Yes,Married,106,\N,3,5,66,Technology Related Job,16,NE,266,50,No,No,0.42,5269,752,0,2015,2 -65,134138,0.03,0.02,4251068969,339,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,1,2,84,Non-technology Related Job,189,NH,463,65,Yes,No,0.87,10082,775,0,2015,1 -65,134138,0.03,0.02,4251068969,339,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,1,2,84,Non-technology Related Job,189,NH,463,65,Yes,No,0.87,1990,663,0,2015,2 -13,132167,0.05,0.03,4251080078,340,Yes,Master or equivalent,Male,Yes,Married,52,\N,3,0,25,Technology Related Job,49,VA,466,175,No,No,0.08,1308,436,0,2015,1 -13,132167,0.05,0.03,4251080078,340,Yes,Master or equivalent,Male,Yes,Married,52,\N,3,0,25,Technology Related Job,49,VA,466,175,No,No,0.08,5805,829,0,2015,2 -43,243068,0.03,0,4251010965,341,Yes,Master or equivalent,Female,No,Married,110,\N,0,5,43,Non-technology Related Job,221,WA,163,190,No,Yes,0.54,4562,912,0,2015,1 -43,243068,0.03,0,4251010965,341,Yes,Master or equivalent,Female,No,Married,110,\N,0,5,43,Non-technology Related Job,221,WA,163,190,No,Yes,0.54,1188,594,0,2015,2 -59,241097,0.05,0.01,4251043732,342,Yes,High School or below,Male,Yes,Single,117,\N,3,3,83,Technology Related Job,82,IN,166,50,No,No,0.75,5029,838,0,2015,1 -59,241097,0.05,0.01,4251043732,342,Yes,High School or below,Male,Yes,Single,117,\N,3,3,83,Technology Related Job,82,IN,166,50,No,No,0.75,6821,757,0,2015,2 -21,101997,0.04,0.02,4251027516,343,Yes,High School or below,Female,Yes,Single,55,\N,0,0,2,Non-technology Related Job,254,KS,363,65,No,No,0.21,334,334,0,2015,1 -21,101997,0.04,0.02,4251027516,343,Yes,High School or below,Female,Yes,Single,55,\N,0,0,2,Non-technology Related Job,254,KS,363,65,No,No,0.21,3588,717,0,2015,2 -37,100026,0.06,0.03,4251050313,344,Yes,High School or below,Female,Yes,Married,62,\N,3,6,42,Technology Related Job,114,NC,367,175,No,No,0.42,1023,511,0,2015,1 -37,100026,0.06,0.03,4251050313,344,Yes,High School or below,Female,Yes,Married,62,\N,3,6,42,Technology Related Job,114,NC,367,175,No,No,0.42,3263,652,0,2015,2 -68,210927,0.04,0,4251067583,345,Yes,High School or below,Male,Yes,Single,0,\N,0,3,61,Non-technology Related Job,287,OH,64,190,No,No,0.87,1711,342,0,2015,1 -68,210927,0.04,0,4251067583,345,Yes,High School or below,Male,Yes,Single,0,\N,0,3,61,Non-technology Related Job,287,OH,64,190,No,No,0.87,3701,740,0,2015,2 -68,210927,0.04,0,4251067583,345,Yes,High School or below,Male,Yes,Single,0,\N,0,3,61,Non-technology Related Job,287,OH,64,190,No,No,0.87,589,589,0,2015,3 -15,208956,0.06,0.01,4251061669,346,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,2,1,1,Technology Related Job,147,AK,67,50,No,No,0.08,4799,799,0,2015,1 -15,208956,0.06,0.01,4251061669,346,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,2,1,1,Technology Related Job,147,AK,67,50,No,No,0.08,5270,527,0,2015,2 -46,69856,0.04,0.02,4251050731,347,Yes,Bachelor or equivalent,Female,Yes,Married,66,\N,3,6,20,Non-technology Related Job,319,AZ,264,65,No,No,0.54,3076,384,0,2015,1 -46,69856,0.04,0.02,4251050731,347,Yes,Bachelor or equivalent,Female,Yes,Married,66,\N,3,6,20,Non-technology Related Job,319,AZ,264,65,No,No,0.54,4243,1060,0,2015,2 -62,67885,0.06,0.03,4251048383,348,Yes,Master or equivalent,Male,Yes,Single,73,\N,2,4,60,Non-technology Related Job,179,MD,267,175,No,Yes,0.75,4263,1065,0,2015,1 -62,67885,0.06,0.03,4251048383,348,Yes,Master or equivalent,Male,Yes,Single,73,\N,2,4,60,Non-technology Related Job,179,MD,267,175,No,Yes,0.75,3540,708,0,2015,2 -24,178785,0.04,0,4251030190,349,Yes,Master or equivalent,Female,Yes,Single,11,\N,3,2,79,Non-technology Related Job,352,MI,464,190,No,No,0.21,4017,573,0,2015,1 -24,178785,0.04,0,4251030190,349,Yes,Master or equivalent,Female,Yes,Single,11,\N,3,2,79,Non-technology Related Job,352,MI,464,190,No,No,0.21,1585,792,0,2015,2 -40,176814,0.06,0.01,4251051978,350,Yes,High School or below,Female,No,Single,19,\N,2,7,19,Non-technology Related Job,212,RI,468,50,No,No,0.42,6321,790,0,2015,1 -40,176814,0.06,0.01,4251051978,350,Yes,High School or below,Female,No,Single,19,\N,2,7,19,Non-technology Related Job,212,RI,468,50,No,No,0.42,2812,703,0,2015,2 -70,37715,0.05,0.02,4251050541,351,Yes,High School or below,Male,Yes,Single,76,\N,3,5,38,Non-technology Related Job,384,SD,165,65,No,No,0.88,4690,670,1,2015,1 -70,37715,0.05,0.02,4251050541,351,Yes,High School or below,Male,Yes,Single,76,\N,3,5,38,Non-technology Related Job,384,SD,165,65,No,No,0.88,1509,503,1,2015,2 -18,35744,0.07,0.03,4251020778,352,Yes,High School or below,Male,Yes,Married,84,\N,1,2,78,Non-technology Related Job,244,DE,168,175,No,No,0.09,4898,544,1,2015,1 -18,35744,0.07,0.03,4251020778,352,Yes,High School or below,Male,Yes,Married,84,\N,1,2,78,Non-technology Related Job,244,DE,168,175,No,No,0.09,6636,829,1,2015,2 -49,146644,0.05,0,4251050226,353,Yes,High School or below,Female,Yes,Married,22,\N,3,0,97,Non-technology Related Job,417,FL,365,190,No,No,0.54,5041,1260,0,2015,1 -49,146644,0.05,0,4251050226,353,Yes,High School or below,Female,Yes,Married,22,\N,3,0,97,Non-technology Related Job,417,FL,365,190,No,No,0.54,2385,477,0,2015,2 -64,144673,0.07,0.01,4251034924,354,Yes,Bachelor or equivalent,Male,Yes,Single,29,\N,1,5,37,Non-technology Related Job,277,MT,368,50,No,No,0.75,3737,533,0,2015,1 -64,144673,0.07,0.01,4251034924,354,Yes,Bachelor or equivalent,Male,Yes,Single,29,\N,1,5,37,Non-technology Related Job,277,MT,368,50,No,No,0.75,4489,641,0,2015,2 -27,5573,0.05,0.02,4251041313,355,Yes,Bachelor or equivalent,Female,No,Married,87,\N,2,3,56,Non-technology Related Job,449,NV,65,65,No,No,0.21,2835,405,0,2015,1 -27,5573,0.05,0.02,4251041313,355,Yes,Bachelor or equivalent,Female,No,Married,87,\N,2,3,56,Non-technology Related Job,449,NV,65,65,No,No,0.21,455,455,0,2015,2 -27,5573,0.05,0.02,4251041313,355,Yes,Bachelor or equivalent,Female,No,Married,87,\N,2,3,56,Non-technology Related Job,449,NV,65,65,No,No,0.21,726,726,0,2015,3 -43,3602,0.07,0.03,4251078665,356,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,1,0,96,Non-technology Related Job,309,VT,69,175,No,No,0.42,4608,768,0,2015,1 -43,3602,0.07,0.03,4251078665,356,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,1,0,96,Non-technology Related Job,309,VT,69,175,No,No,0.42,3641,910,0,2015,2 -73,114503,0.05,0,4251069678,357,Yes,Master or equivalent,Male,Yes,Single,33,\N,2,6,15,Non-technology Related Job,482,WA,266,190,No,No,0.88,4022,1005,0,2015,1 -73,114503,0.05,0,4251069678,357,Yes,Master or equivalent,Male,Yes,Single,33,\N,2,6,15,Non-technology Related Job,482,WA,266,190,No,No,0.88,1125,375,0,2015,2 -21,112532,0.07,0.01,4251082182,358,Yes,High School or below,Male,Yes,Married,40,\N,1,3,55,Non-technology Related Job,342,IN,269,50,No,No,0.09,756,378,0,2015,1 -21,112532,0.07,0.01,4251082182,358,Yes,High School or below,Male,Yes,Married,40,\N,1,3,55,Non-technology Related Job,342,IN,269,50,No,No,0.09,2739,684,0,2015,2 -51,223432,0.06,0.02,4251010734,359,Yes,High School or below,Female,Yes,Married,98,\N,2,1,73,Non-technology Related Job,14,IA,466,65,No,No,0.54,2943,735,0,2015,1 -51,223432,0.06,0.02,4251010734,359,Yes,High School or below,Female,Yes,Married,98,\N,2,1,73,Non-technology Related Job,14,IA,466,65,No,No,0.54,3348,669,0,2015,2 -67,221461,0,0.03,4251031517,360,Yes,High School or below,Male,Yes,Married,105,\N,0,6,14,Non-technology Related Job,375,NY,469,175,No,No,0.75,3096,516,0,2015,1 -67,221461,0,0.03,4251031517,360,Yes,High School or below,Male,Yes,Married,105,\N,0,6,14,Non-technology Related Job,375,NY,469,175,No,No,0.75,4742,948,0,2015,2 -30,82361,0.06,0,4251051999,361,Yes,High School or below,Female,Yes,Married,43,\N,2,4,32,Non-technology Related Job,47,ND,166,190,No,No,0.21,3691,922,0,2015,1 -30,82361,0.06,0,4251051999,361,Yes,High School or below,Female,Yes,Married,43,\N,2,4,32,Non-technology Related Job,47,ND,166,190,No,No,0.21,2992,997,0,2015,2 -46,80390,0,0.01,4251044465,362,Yes,High School or below,Female,Yes,Single,51,\N,0,1,73,Non-technology Related Job,407,AL,169,50,No,No,0.42,7580,758,0,2015,1 -46,80390,0,0.01,4251044465,362,Yes,High School or below,Female,Yes,Single,51,\N,0,1,73,Non-technology Related Job,407,AL,169,50,No,No,0.42,6692,743,0,2015,2 -76,191291,0.06,0.02,4251018648,363,Yes,Bachelor or equivalent,Male,Yes,Single,109,\N,1,7,91,Non-technology Related Job,80,AZ,366,65,No,Yes,0.88,3026,605,0,2015,1 -76,191291,0.06,0.02,4251018648,363,Yes,Bachelor or equivalent,Male,Yes,Single,109,\N,1,7,91,Non-technology Related Job,80,AZ,366,65,No,Yes,0.88,2544,636,0,2015,2 -24,189320,0,0.03,4251099812,364,Yes,Bachelor or equivalent,Female,No,Married,116,\N,0,4,32,Non-technology Related Job,440,MD,370,175,Yes,No,0.09,3790,541,0,2015,1 -24,189320,0,0.03,4251099812,364,Yes,Bachelor or equivalent,Female,No,Married,116,\N,0,4,32,Non-technology Related Job,440,MD,370,175,Yes,No,0.09,6185,687,0,2015,2 -54,50220,0.06,0,4251032857,365,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,1,2,50,Non-technology Related Job,112,MA,67,190,No,No,0.54,3604,720,0,2015,1 -54,50220,0.06,0,4251032857,365,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,1,2,50,Non-technology Related Job,112,MA,67,190,No,No,0.54,5702,814,0,2015,2 -70,48249,0,0.01,4251096620,366,Yes,Master or equivalent,Male,Yes,Married,62,\N,0,0,91,Non-technology Related Job,472,PA,70,50,No,No,0.76,6902,766,0,2015,1 -70,48249,0,0.01,4251096620,366,Yes,Master or equivalent,Male,Yes,Married,62,\N,0,0,91,Non-technology Related Job,472,PA,70,50,No,No,0.76,4610,768,0,2015,2 -32,159150,0.07,0.02,4251036082,367,Yes,High School or below,Female,Yes,Married,0,\N,1,5,9,Non-technology Related Job,145,SC,267,65,No,No,0.21,5706,1141,0,2015,1 -32,159150,0.07,0.02,4251036082,367,Yes,High School or below,Female,Yes,Married,0,\N,1,5,9,Non-technology Related Job,145,SC,267,65,No,No,0.21,1804,601,0,2015,2 -48,157179,0.01,0.03,4251061169,368,Yes,High School or below,Female,Yes,Single,7,\N,3,3,50,Non-technology Related Job,5,CT,270,175,No,No,0.42,4279,475,0,2015,1 -48,157179,0.01,0.03,4251061169,368,Yes,High School or below,Female,Yes,Single,7,\N,3,3,50,Non-technology Related Job,5,CT,270,175,No,No,0.42,2692,538,0,2015,2 -79,18079,0.07,0,4251029851,369,Yes,High School or below,Male,No,Single,65,\N,0,0,68,Non-technology Related Job,177,FL,467,190,No,No,0.88,5347,1069,0,2015,1 -79,18079,0.07,0,4251029851,369,Yes,High School or below,Male,No,Single,65,\N,0,0,68,Non-technology Related Job,177,FL,467,190,No,No,0.88,4698,671,0,2015,2 -27,16108,0.01,0.01,4251049413,370,Yes,High School or below,Female,No,Single,72,\N,3,6,9,Non-technology Related Job,37,MT,471,50,No,Yes,0.09,1485,495,0,2015,1 -57,127008,0.07,0.02,4251083915,371,Yes,High School or below,Male,Yes,Single,10,\N,0,3,27,Others,210,NE,168,65,No,No,0.55,5358,893,0,2015,1 -57,127008,0.07,0.02,4251083915,371,Yes,High School or below,Male,Yes,Single,10,\N,0,3,27,Others,210,NE,168,65,No,No,0.55,6064,758,0,2015,2 -57,127008,0.07,0.02,4251083915,371,Yes,High School or below,Male,Yes,Single,10,\N,0,3,27,Others,210,NE,168,65,No,No,0.55,229,229,0,2015,3 -73,125037,0.01,0.03,4251099522,372,Yes,Bachelor or equivalent,Male,Yes,Married,18,\N,3,1,67,Non-technology Related Job,70,UT,171,175,No,No,0.76,5220,745,0,2015,1 -73,125037,0.01,0.03,4251099522,372,Yes,Bachelor or equivalent,Male,Yes,Married,18,\N,3,1,67,Non-technology Related Job,70,UT,171,175,No,No,0.76,4904,817,0,2015,2 -35,235938,0.07,0,4251041119,373,Yes,Bachelor or equivalent,Female,Yes,Married,76,\N,0,6,86,Others,242,VA,368,190,No,No,0.21,4447,741,0,2015,1 -35,235938,0.07,0,4251041119,373,Yes,Bachelor or equivalent,Female,Yes,Married,76,\N,0,6,86,Others,242,VA,368,190,No,No,0.21,2125,708,0,2015,2 -51,233967,0.01,0.01,4251066605,374,No,Master or equivalent,Female,Yes,Single,83,\N,2,4,26,Non-technology Related Job,102,IL,371,50,No,No,0.42,3341,556,0,2015,1 -51,233967,0.01,0.01,4251066605,374,No,Master or equivalent,Female,Yes,Single,83,\N,2,4,26,Non-technology Related Job,102,IL,371,50,No,No,0.42,963,481,0,2015,2 -13,94867,0,0.02,4251049421,375,Yes,PhD or equivalent,Male,Yes,Married,21,\N,0,1,45,Others,275,IA,68,65,No,No,0.88,10672,762,1,2015,1 -13,94867,0,0.02,4251049421,375,Yes,PhD or equivalent,Male,Yes,Married,21,\N,0,1,45,Others,275,IA,68,65,No,No,0.88,2393,797,1,2015,2 -13,94867,0,0.02,4251049421,375,Yes,PhD or equivalent,Male,Yes,Married,21,\N,0,1,45,Others,275,IA,68,65,No,No,0.88,326,326,1,2015,3 -29,92896,0.02,0.03,4251089574,376,Yes,High School or below,Female,Yes,Single,29,\N,2,7,85,Non-technology Related Job,135,NY,72,175,No,No,0.09,3284,821,0,2015,1 -29,92896,0.02,0.03,4251089574,376,Yes,High School or below,Female,Yes,Single,29,\N,2,7,85,Non-technology Related Job,135,NY,72,175,No,No,0.09,7560,756,0,2015,2 -60,203796,0,0,4251056538,377,Yes,High School or below,Male,Yes,Single,86,\N,3,4,4,Others,307,ND,269,190,No,No,0.55,4092,511,1,2015,1 -60,203796,0,0,4251056538,377,Yes,High School or below,Male,Yes,Single,86,\N,3,4,4,Others,307,ND,269,190,No,No,0.55,1259,629,1,2015,2 -76,201825,0.02,0.01,4251072445,378,Yes,High School or below,Male,No,Married,94,\N,2,2,44,Non-technology Related Job,168,WY,272,50,No,No,0.76,2357,785,0,2015,1 -76,201825,0.02,0.01,4251072445,378,Yes,High School or below,Male,No,Married,94,\N,2,2,44,Non-technology Related Job,168,WY,272,50,No,No,0.76,5362,893,0,2015,2 -76,201825,0.02,0.01,4251072445,378,Yes,High School or below,Male,No,Married,94,\N,2,2,44,Non-technology Related Job,168,WY,272,50,No,No,0.76,1097,1097,0,2015,3 -38,62726,0,0.02,4251021918,379,Yes,High School or below,Female,Yes,Married,32,\N,3,0,63,Others,340,AK,469,65,No,No,0.21,5147,735,0,2015,1 -38,62726,0,0.02,4251021918,379,Yes,High School or below,Female,Yes,Married,32,\N,3,0,63,Others,340,AK,469,65,No,No,0.21,6894,861,0,2015,2 -54,60755,0.02,0.03,4251040446,380,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,5,3,Non-technology Related Job,200,ME,472,175,No,No,0.43,3952,790,0,2015,1 -54,60755,0.02,0.03,4251040446,380,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,5,3,Non-technology Related Job,200,ME,472,175,No,No,0.43,1970,985,0,2015,2 -16,171655,0,0,4251095183,381,Yes,Bachelor or equivalent,Male,Yes,Married,97,\N,3,3,22,Others,373,MA,169,190,Yes,No,0.88,2231,1115,0,2015,1 -16,171655,0,0,4251095183,381,Yes,Bachelor or equivalent,Male,Yes,Married,97,\N,3,3,22,Others,373,MA,169,190,Yes,No,0.88,2013,671,0,2015,2 -32,169684,0.02,0.01,4251060660,382,Yes,Master or equivalent,Female,Yes,Single,105,\N,1,0,62,Non-technology Related Job,233,PA,173,50,No,No,0.09,2350,587,0,2015,1 -32,169684,0.02,0.01,4251060660,382,Yes,Master or equivalent,Female,Yes,Single,105,\N,1,0,62,Non-technology Related Job,233,PA,173,50,No,No,0.09,4660,932,0,2015,2 -63,30585,0.01,0.02,4251035465,383,Yes,Master or equivalent,Male,No,Single,43,\N,3,6,81,Others,405,SC,369,65,No,No,0.55,7323,915,0,2015,1 -63,30585,0.01,0.02,4251035465,383,Yes,Master or equivalent,Male,No,Single,43,\N,3,6,81,Others,405,SC,369,65,No,No,0.55,4293,715,0,2015,2 -78,28613,0.03,0.03,4251093701,384,Yes,High School or below,Male,No,Married,50,\N,1,3,21,Non-technology Related Job,265,CO,373,175,No,No,0.76,7271,1038,0,2015,1 -78,28613,0.03,0.03,4251093701,384,Yes,High School or below,Male,No,Married,50,\N,1,3,21,Non-technology Related Job,265,CO,373,175,No,No,0.76,4276,855,0,2015,2 -78,28613,0.03,0.03,4251093701,384,Yes,High School or below,Male,No,Married,50,\N,1,3,21,Non-technology Related Job,265,CO,373,175,No,No,0.76,1166,1166,0,2015,3 -41,139514,0.01,0,4251096270,385,Yes,High School or below,Female,Yes,Single,108,\N,2,1,40,Others,438,DE,70,190,No,No,0.22,3248,812,0,2015,1 -41,139514,0.01,0,4251096270,385,Yes,High School or below,Female,Yes,Single,108,\N,2,1,40,Others,438,DE,70,190,No,No,0.22,2234,558,0,2015,2 -57,137543,0.03,0.01,4251038353,386,Yes,High School or below,Female,Yes,Married,115,\N,1,6,80,Non-technology Related Job,298,MO,73,50,No,No,0.43,2761,552,0,2015,1 -57,137543,0.03,0.01,4251038353,386,Yes,High School or below,Female,Yes,Married,115,\N,1,6,80,Non-technology Related Job,298,MO,73,50,No,No,0.43,813,813,0,2015,2 -57,137543,0.03,0.01,4251038353,386,Yes,High School or below,Female,Yes,Married,115,\N,1,6,80,Non-technology Related Job,298,MO,73,50,No,No,0.43,491,491,0,2015,3 -19,248443,0.01,0.02,4251096060,387,Yes,High School or below,Male,Yes,Married,53,\N,2,4,98,Others,470,NE,270,65,No,No,0.88,4868,811,0,2015,1 -19,248443,0.01,0.02,4251096060,387,Yes,High School or below,Male,Yes,Married,53,\N,2,4,98,Others,470,NE,270,65,No,No,0.88,7974,797,0,2015,2 -35,246472,0.03,0.03,4251010815,388,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,0,1,39,Non-technology Related Job,330,UT,273,175,No,No,0.09,2070,517,0,2015,1 -35,246472,0.03,0.03,4251010815,388,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,0,1,39,Non-technology Related Job,330,UT,273,175,No,No,0.09,5787,826,0,2015,2 -65,107373,0.01,0,4251071189,389,Yes,Bachelor or equivalent,Male,No,Single,119,\N,2,7,57,Others,3,VA,470,190,No,No,0.55,6523,815,0,2015,1 -65,107373,0.01,0,4251071189,389,Yes,Bachelor or equivalent,Male,No,Single,119,\N,2,7,57,Others,3,VA,470,190,No,No,0.55,1431,715,0,2015,2 -13,105402,0.03,0.01,4251056977,390,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,0,4,98,Non-technology Related Job,363,ID,474,50,No,No,0.76,3924,981,0,2015,1 -13,105402,0.03,0.01,4251056977,390,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,0,4,98,Non-technology Related Job,363,ID,474,50,No,No,0.76,9043,822,0,2015,2 -44,216302,0.02,0.02,4251044877,391,Yes,Master or equivalent,Female,Yes,Single,64,\N,1,2,16,Others,35,IN,171,65,No,No,0.22,4245,606,0,2015,1 -44,216302,0.02,0.02,4251044877,391,Yes,Master or equivalent,Female,Yes,Single,64,\N,1,2,16,Others,35,IN,171,65,No,No,0.22,4209,841,0,2015,2 -59,214331,0.04,0.03,4251016038,392,Yes,High School or below,Female,Yes,Married,72,\N,0,7,57,Non-technology Related Job,395,NM,174,175,No,Yes,0.43,2410,803,0,2015,1 -59,214331,0.04,0.03,4251016038,392,Yes,High School or below,Female,Yes,Married,72,\N,0,7,57,Non-technology Related Job,395,NM,174,175,No,Yes,0.43,5827,832,0,2015,2 -22,75231,0.02,0,4251010120,393,Yes,High School or below,Male,Yes,Married,10,\N,1,5,75,Others,68,NC,371,190,No,No,0.88,4150,592,0,2015,1 -22,75231,0.02,0,4251010120,393,Yes,High School or below,Male,Yes,Married,10,\N,1,5,75,Others,68,NC,371,190,No,No,0.88,5423,1084,0,2015,2 -38,73260,0.04,0.01,4251048580,394,Yes,High School or below,Female,Yes,Single,17,\N,0,2,16,Non-technology Related Job,428,WY,374,50,No,No,0.09,2100,1050,0,2015,1 -38,73260,0.04,0.01,4251048580,394,Yes,High School or below,Female,Yes,Single,17,\N,0,2,16,Non-technology Related Job,428,WY,374,50,No,No,0.09,5599,933,0,2015,2 -68,184161,0.02,0.01,4251094900,395,Yes,High School or below,Male,Yes,Single,75,\N,1,0,34,Others,100,AK,71,65,No,No,0.55,1000,500,0,2015,1 -68,184161,0.02,0.01,4251094900,395,Yes,High School or below,Male,Yes,Single,75,\N,1,0,34,Others,100,AK,71,65,No,No,0.55,6459,807,0,2015,2 -16,182190,0.04,0.03,4251011148,396,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,3,6,75,Non-technology Related Job,461,LA,75,175,No,No,0.76,2992,748,0,2015,1 -16,182190,0.04,0.03,4251011148,396,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,3,6,75,Non-technology Related Job,461,LA,75,175,No,No,0.76,1388,462,0,2015,2 -46,43090,0.02,0.03,4251038315,397,Yes,Bachelor or equivalent,Female,No,Single,20,\N,1,3,93,Others,133,MD,272,190,No,No,0.22,1924,962,0,2015,1 -46,43090,0.02,0.03,4251038315,397,Yes,Bachelor or equivalent,Female,No,Single,20,\N,1,3,93,Others,133,MD,272,190,No,No,0.22,2093,418,0,2015,2 -62,41119,0.04,0.01,4251064132,398,Yes,Bachelor or equivalent,Male,No,Married,28,\N,3,1,34,Non-technology Related Job,493,OR,275,50,No,No,0.43,1838,459,0,2015,1 -62,41119,0.04,0.01,4251064132,398,Yes,Bachelor or equivalent,Male,No,Married,28,\N,3,1,34,Non-technology Related Job,493,OR,275,50,No,No,0.43,3760,940,0,2015,2 -25,152019,0.03,0.01,4251058437,399,Yes,Master or equivalent,Female,Yes,Married,86,\N,0,6,52,Others,166,RI,472,65,No,No,0.89,11,11,0,2015,1 -25,152019,0.03,0.01,4251058437,399,Yes,Master or equivalent,Female,Yes,Married,86,\N,0,6,52,Others,166,RI,472,65,No,No,0.89,3320,830,0,2015,2 -41,150048,0.05,0.03,4251056554,400,Yes,PhD or equivalent,Female,Yes,Single,93,\N,3,4,92,Non-technology Related Job,26,CO,475,175,No,No,0.1,2765,691,0,2015,1 -41,150048,0.05,0.03,4251056554,400,Yes,PhD or equivalent,Female,Yes,Single,93,\N,3,4,92,Non-technology Related Job,26,CO,475,175,No,No,0.1,3837,959,0,2015,2 -71,10949,0.03,0.03,4251075157,401,Yes,High School or below,Male,Yes,Married,31,\N,0,1,11,Others,198,DE,172,190,No,No,0.55,2845,569,0,2015,1 -71,10949,0.03,0.03,4251075157,401,Yes,High School or below,Male,Yes,Married,31,\N,0,1,11,Others,198,DE,172,190,No,No,0.55,2766,691,0,2015,2 -19,8978,0.05,0.01,4251053662,402,Yes,High School or below,Male,Yes,Single,39,\N,3,7,51,Non-technology Related Job,58,MS,176,50,No,No,0.76,2433,811,0,2015,1 -19,8978,0.05,0.01,4251053662,402,Yes,High School or below,Male,Yes,Single,39,\N,3,7,51,Non-technology Related Job,58,MS,176,50,No,No,0.76,4483,747,0,2015,2 -19,8978,0.05,0.01,4251053662,402,Yes,High School or below,Male,Yes,Single,39,\N,3,7,51,Non-technology Related Job,58,MS,176,50,No,No,0.76,476,476,0,2015,3 -49,119878,0.03,0.01,4251091500,403,Yes,High School or below,Female,No,Single,96,\N,0,4,70,Others,231,MT,373,65,Yes,No,0.22,3248,812,0,2015,1 -49,119878,0.03,0.01,4251091500,403,Yes,High School or below,Female,No,Single,96,\N,0,4,70,Others,231,MT,373,65,Yes,No,0.22,1266,633,0,2015,2 -65,117907,0.05,0.03,4251073560,404,Yes,High School or below,Male,Yes,Married,104,\N,2,2,10,Non-technology Related Job,91,TX,376,175,No,No,0.43,2526,421,0,2015,1 -65,117907,0.05,0.03,4251073560,404,Yes,High School or below,Male,Yes,Married,104,\N,2,2,10,Non-technology Related Job,91,TX,376,175,No,No,0.43,3368,673,0,2015,2 -65,117907,0.05,0.03,4251073560,404,Yes,High School or below,Male,Yes,Married,104,\N,2,2,10,Non-technology Related Job,91,TX,376,175,No,No,0.43,113,113,0,2015,3 -27,228808,0.03,0.03,4251050624,405,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,0,7,29,Others,263,VT,73,190,No,Yes,0.89,5975,1195,0,2015,1 -27,228808,0.03,0.03,4251050624,405,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,0,7,29,Others,263,VT,73,190,No,Yes,0.89,3359,559,0,2015,2 -27,228808,0.03,0.03,4251050624,405,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,0,7,29,Others,263,VT,73,190,No,Yes,0.89,1130,1130,0,2015,3 -43,226837,0.06,0.01,4251077587,406,Yes,Bachelor or equivalent,Female,Yes,Married,49,\N,2,5,69,Non-technology Related Job,123,ID,76,50,No,No,0.1,1920,640,0,2015,1 -43,226837,0.06,0.01,4251077587,406,Yes,Bachelor or equivalent,Female,Yes,Married,49,\N,2,5,69,Non-technology Related Job,123,ID,76,50,No,No,0.1,4249,531,0,2015,2 -74,87737,0.04,0.01,4251057800,407,Yes,Bachelor or equivalent,Male,Yes,Married,107,\N,3,3,88,Others,296,IN,273,65,No,No,0.55,4812,601,0,2015,1 -74,87737,0.04,0.01,4251057800,407,Yes,Bachelor or equivalent,Male,Yes,Married,107,\N,3,3,88,Others,296,IN,273,65,No,No,0.55,720,360,0,2015,2 -22,85766,0.06,0.03,4251021752,408,Yes,Master or equivalent,Male,Yes,Single,115,\N,2,0,28,Non-technology Related Job,156,NM,276,175,No,No,0.76,5291,755,0,2015,1 -22,85766,0.06,0.03,4251021752,408,Yes,Master or equivalent,Male,Yes,Single,115,\N,2,0,28,Non-technology Related Job,156,NM,276,175,No,No,0.76,1329,443,0,2015,2 -52,196666,0.04,0.03,4251083889,409,Yes,PhD or equivalent,Female,Yes,Single,53,\N,3,6,47,Others,328,NY,473,190,No,No,0.22,3535,883,1,2015,1 -52,196666,0.04,0.03,4251083889,409,Yes,PhD or equivalent,Female,Yes,Single,53,\N,3,6,47,Others,328,NY,473,190,No,No,0.22,3372,843,1,2015,2 -68,194695,0.06,0.01,4251048001,410,Yes,High School or below,Male,Yes,Married,60,\N,1,3,87,Non-technology Related Job,188,WI,477,50,No,No,0.43,6650,831,0,2015,1 -68,194695,0.06,0.01,4251048001,410,Yes,High School or below,Male,Yes,Married,60,\N,1,3,87,Non-technology Related Job,188,WI,477,50,No,No,0.43,4245,707,0,2015,2 -68,194695,0.06,0.01,4251048001,410,Yes,High School or below,Male,Yes,Married,60,\N,1,3,87,Non-technology Related Job,188,WI,477,50,No,No,0.43,626,626,0,2015,3 -30,55596,0.04,0.01,4251036585,411,Yes,High School or below,Female,Yes,Single,118,\N,3,1,6,Others,361,AL,174,65,No,No,0.89,2617,872,0,2015,1 -30,55596,0.04,0.01,4251036585,411,Yes,High School or below,Female,Yes,Single,118,\N,3,1,6,Others,361,AL,174,65,No,No,0.89,3900,557,0,2015,2 -30,55596,0.04,0.01,4251036585,411,Yes,High School or below,Female,Yes,Single,118,\N,3,1,6,Others,361,AL,174,65,No,No,0.89,1184,1184,0,2015,3 -46,53625,0.06,0.03,4251090966,412,Yes,High School or below,Female,No,Married,5,\N,1,6,46,Non-technology Related Job,221,LA,177,175,No,No,0.1,2174,543,0,2015,1 -46,53625,0.06,0.03,4251090966,412,Yes,High School or below,Female,No,Married,5,\N,1,6,46,Non-technology Related Job,221,LA,177,175,No,No,0.1,5923,987,0,2015,2 -77,164525,0.04,0.03,4251044931,413,Yes,High School or below,Male,Yes,Married,63,\N,2,4,65,Others,393,MD,374,190,No,No,0.55,1304,434,0,2015,1 -77,164525,0.04,0.03,4251044931,413,Yes,High School or below,Male,Yes,Married,63,\N,2,4,65,Others,393,MD,374,190,No,No,0.55,4129,589,0,2015,2 -24,162554,0.07,0.01,4251066273,414,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,1,1,5,Non-technology Related Job,254,OR,377,50,No,Yes,0.77,6045,863,0,2015,1 -24,162554,0.07,0.01,4251066273,414,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,1,1,5,Non-technology Related Job,254,OR,377,50,No,Yes,0.77,4444,634,0,2015,2 -55,23454,0.05,0.01,4251062684,415,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,2,7,23,Others,426,PA,74,65,No,No,0.22,1947,973,0,2015,1 -55,23454,0.05,0.01,4251062684,415,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,2,7,23,Others,426,PA,74,65,No,No,0.22,2267,566,0,2015,2 -71,21483,0.07,0.03,4251039507,416,Yes,Master or equivalent,Male,Yes,Single,16,\N,1,4,64,Non-technology Related Job,286,CA,78,175,No,No,0.43,4911,982,0,2015,1 -71,21483,0.07,0.03,4251039507,416,Yes,Master or equivalent,Male,Yes,Single,16,\N,1,4,64,Non-technology Related Job,286,CA,78,175,No,No,0.43,4436,739,0,2015,2 -71,21483,0.07,0.03,4251039507,416,Yes,Master or equivalent,Male,Yes,Single,16,\N,1,4,64,Non-technology Related Job,286,CA,78,175,No,No,0.43,348,348,0,2015,3 -33,132384,0.05,0.03,4251078936,417,Yes,Master or equivalent,Female,No,Single,74,\N,2,2,82,Others,459,CT,275,190,No,No,0.89,887,443,0,2015,1 -33,132384,0.05,0.03,4251078936,417,Yes,Master or equivalent,Female,No,Single,74,\N,2,2,82,Others,459,CT,275,190,No,No,0.89,1923,480,0,2015,2 -49,130413,0.07,0.01,4251015089,418,Yes,High School or below,Female,Yes,Married,82,\N,0,7,23,Non-technology Related Job,319,MS,278,50,No,No,0.1,1355,451,0,2015,1 -49,130413,0.07,0.01,4251015089,418,Yes,High School or below,Female,Yes,Married,82,\N,0,7,23,Non-technology Related Job,319,MS,278,50,No,No,0.1,730,730,0,2015,2 -49,130413,0.07,0.01,4251015089,418,Yes,High School or below,Female,Yes,Married,82,\N,0,7,23,Non-technology Related Job,319,MS,278,50,No,No,0.1,755,755,0,2015,3 -79,241313,0.05,0.01,4251026817,419,Yes,High School or below,Male,Yes,Married,20,\N,2,5,41,Others,491,MT,475,64,No,No,0.56,3105,776,0,2015,1 -79,241313,0.05,0.01,4251026817,419,Yes,High School or below,Male,Yes,Married,20,\N,2,5,41,Others,491,MT,475,64,No,No,0.56,1636,818,0,2015,2 -27,239342,0.07,0.03,4251047598,420,No,High School or below,Male,Yes,Single,27,\N,0,2,82,Non-technology Related Job,351,TX,478,174,No,No,0.77,7056,882,0,2015,1 -27,239342,0.07,0.03,4251047598,420,No,High School or below,Male,Yes,Single,27,\N,0,2,82,Non-technology Related Job,351,TX,478,174,No,No,0.77,2527,842,0,2015,2 -58,100243,0.06,0.03,4251024193,421,Yes,High School or below,Female,Yes,Married,85,\N,1,0,0,Others,24,UT,175,189,No,No,0.22,1571,785,0,2015,1 -58,100243,0.06,0.03,4251024193,421,Yes,High School or below,Female,Yes,Married,85,\N,1,0,0,Others,24,UT,175,189,No,No,0.22,1260,315,0,2015,2 -58,100243,0.06,0.03,4251024193,421,Yes,High School or below,Female,Yes,Married,85,\N,1,0,0,Others,24,UT,175,189,No,No,0.22,420,420,0,2015,3 -73,98271,0,0.01,4251047800,422,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,0,5,41,Non-technology Related Job,384,HI,179,49,No,No,0.43,3351,670,0,2015,1 -73,98271,0,0.01,4251047800,422,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,0,5,41,Non-technology Related Job,384,HI,179,49,No,No,0.43,6100,762,0,2015,2 -73,98271,0,0.01,4251047800,422,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,0,5,41,Non-technology Related Job,384,HI,179,49,No,No,0.43,288,288,0,2015,3 -36,209172,0.06,0.01,4251026562,423,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,1,3,59,Others,56,IL,376,64,No,No,0.89,4755,792,0,2015,1 -36,209172,0.06,0.01,4251026562,423,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,1,3,59,Others,56,IL,376,64,No,No,0.89,2207,1103,0,2015,2 -52,207201,0,0.03,4251068448,424,Yes,Master or equivalent,Female,Yes,Married,38,\N,0,1,0,Non-technology Related Job,416,NJ,379,174,No,No,0.1,1453,726,0,2015,1 -52,207201,0,0.03,4251068448,424,Yes,Master or equivalent,Female,Yes,Married,38,\N,0,1,0,Non-technology Related Job,416,NJ,379,174,No,No,0.1,4835,805,0,2015,2 -14,68101,0.06,0.03,4251071726,425,Yes,Master or equivalent,Male,Yes,Married,96,\N,1,6,18,Others,89,NY,76,189,No,No,0.56,2302,1151,0,2015,1 -14,68101,0.06,0.03,4251071726,425,Yes,Master or equivalent,Male,Yes,Married,96,\N,1,6,18,Others,89,NY,76,189,No,No,0.56,2535,633,0,2015,2 -30,66130,0,0.01,4251027449,426,Yes,High School or below,Female,No,Married,103,\N,3,4,59,Non-technology Related Job,449,WI,79,49,No,No,0.77,7083,708,0,2015,1 -30,66130,0,0.01,4251027449,426,Yes,High School or below,Female,No,Married,103,\N,3,4,59,Non-technology Related Job,449,WI,79,49,No,No,0.77,4619,923,0,2015,2 -60,177031,0.06,0.01,4251022691,427,Yes,High School or below,Female,Yes,Married,41,\N,1,1,77,Others,121,WY,276,64,No,Yes,0.22,1816,908,0,2015,2 -76,175060,0,0.03,4251046505,428,Yes,High School or below,Male,Yes,Single,49,\N,3,7,18,Non-technology Related Job,481,KY,280,174,Yes,No,0.44,2051,683,0,2015,1 -76,175060,0,0.03,4251046505,428,Yes,High School or below,Male,Yes,Single,49,\N,3,7,18,Non-technology Related Job,481,KY,280,174,Yes,No,0.44,3030,757,0,2015,2 -39,35960,0.07,0.03,4251071565,429,Yes,High School or below,Female,Yes,Single,106,\N,0,4,36,Others,154,ME,476,189,No,No,0.89,3469,693,1,2015,1 -39,35960,0.07,0.03,4251071565,429,Yes,High School or below,Female,Yes,Single,106,\N,0,4,36,Others,154,ME,476,189,No,No,0.89,4699,671,1,2015,2 -55,33989,0.01,0.01,4251046359,430,Yes,Bachelor or equivalent,Female,Yes,Married,114,\N,3,2,76,Non-technology Related Job,14,OK,480,49,No,No,0.1,2916,729,0,2015,1 -55,33989,0.01,0.01,4251046359,430,Yes,Bachelor or equivalent,Female,Yes,Married,114,\N,3,2,76,Non-technology Related Job,14,OK,480,49,No,No,0.1,5004,834,0,2015,2 -17,144889,0.07,0.01,4251098566,431,Yes,Bachelor or equivalent,Male,No,Single,52,\N,0,7,95,Others,186,PA,177,64,No,No,0.56,5256,876,0,2015,1 -17,144889,0.07,0.01,4251098566,431,Yes,Bachelor or equivalent,Male,No,Single,52,\N,0,7,95,Others,186,PA,177,64,No,No,0.56,3418,1139,0,2015,2 -33,142918,0.01,0.03,4251046980,432,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,2,5,35,Non-technology Related Job,47,CA,180,174,No,No,0.77,6318,1053,0,2015,1 -33,142918,0.01,0.03,4251046980,432,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,2,5,35,Non-technology Related Job,47,CA,180,174,No,No,0.77,4998,624,0,2015,2 -63,3819,0.07,0.03,4251079483,433,Yes,Master or equivalent,Male,Yes,Married,117,\N,0,2,54,Others,219,CO,377,189,No,No,0.23,5698,949,0,2015,1 -63,3819,0.07,0.03,4251079483,433,Yes,Master or equivalent,Male,Yes,Married,117,\N,0,2,54,Others,219,CO,377,189,No,No,0.23,1083,541,0,2015,2 -79,1848,0.01,0.01,4251098998,434,Yes,High School or below,Male,Yes,Single,5,\N,2,0,94,Others,79,MN,380,49,No,No,0.44,3045,507,0,2015,1 -79,1848,0.01,0.01,4251098998,434,Yes,High School or below,Male,Yes,Single,5,\N,2,0,94,Others,79,MN,380,49,No,No,0.44,3007,1002,0,2015,2 -41,112748,0.07,0.01,4251057489,435,Yes,High School or below,Female,Yes,Single,63,\N,3,6,13,Others,252,MO,77,64,No,No,0.89,3774,754,1,2015,1 -41,112748,0.07,0.01,4251057489,435,Yes,High School or below,Female,Yes,Single,63,\N,3,6,13,Others,252,MO,77,64,No,No,0.89,1890,945,1,2015,2 -57,110777,0.01,0.03,4251065341,436,Yes,High School or below,Female,Yes,Single,70,\N,2,3,53,Others,112,TN,81,174,No,Yes,0.1,2210,552,0,2015,1 -57,110777,0.01,0.03,4251065341,436,Yes,High School or below,Female,Yes,Single,70,\N,2,3,53,Others,112,TN,81,174,No,Yes,0.1,4066,677,0,2015,2 -57,110777,0.01,0.03,4251065341,436,Yes,High School or below,Female,Yes,Single,70,\N,2,3,53,Others,112,TN,81,174,No,Yes,0.1,1002,1002,0,2015,3 -20,221677,0,0.03,4251014559,437,Yes,High School or below,Male,Yes,Single,8,\N,3,1,72,Others,284,UT,278,189,No,No,0.56,1696,565,0,2015,1 -20,221677,0,0.03,4251014559,437,Yes,High School or below,Male,Yes,Single,8,\N,3,1,72,Others,284,UT,278,189,No,No,0.56,4731,675,0,2015,2 -36,219706,0.02,0.01,4251021061,438,Yes,High School or below,Female,Yes,Married,16,\N,2,6,12,Others,144,HI,281,49,No,No,0.77,7621,692,1,2015,1 -36,219706,0.02,0.01,4251021061,438,Yes,High School or below,Female,Yes,Married,16,\N,2,6,12,Others,144,HI,281,49,No,No,0.77,3538,884,1,2015,2 -66,80607,0,0.01,4251094788,439,Yes,Bachelor or equivalent,Male,Yes,Married,73,\N,3,4,31,Others,317,ID,478,64,No,No,0.23,4720,944,0,2015,1 -66,80607,0,0.01,4251094788,439,Yes,Bachelor or equivalent,Male,Yes,Married,73,\N,3,4,31,Others,317,ID,478,64,No,No,0.23,3320,664,0,2015,2 -14,78636,0.02,0.03,4251055872,440,Yes,Bachelor or equivalent,Male,No,Single,81,\N,1,1,71,Others,177,NH,481,174,No,No,0.44,2716,388,0,2015,1 -14,78636,0.02,0.03,4251055872,440,Yes,Bachelor or equivalent,Male,No,Single,81,\N,1,1,71,Others,177,NH,481,174,No,No,0.44,754,251,0,2015,2 -44,189536,0,0.03,4251050744,441,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,3,7,90,Others,349,NM,178,189,No,No,0.89,3489,498,0,2015,1 -44,189536,0,0.03,4251050744,441,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,3,7,90,Others,349,NM,178,189,No,No,0.89,3107,776,0,2015,2 -60,187565,0.02,0.01,4251052429,442,Yes,PhD or equivalent,Female,Yes,Single,26,\N,1,4,30,Others,209,WV,182,49,No,No,0.11,1719,343,0,2015,1 -60,187565,0.02,0.01,4251052429,442,Yes,PhD or equivalent,Female,Yes,Single,26,\N,1,4,30,Others,209,WV,182,49,No,No,0.11,3151,630,0,2015,2 -22,48466,0,0.01,4251055064,443,Yes,High School or below,Male,Yes,Single,84,\N,2,2,49,Others,382,WY,379,64,No,No,0.56,1749,874,0,2015,1 -22,48466,0,0.01,4251055064,443,Yes,High School or below,Male,Yes,Single,84,\N,2,2,49,Others,382,WY,379,64,No,No,0.56,2923,730,0,2015,2 -22,48466,0,0.01,4251055064,443,Yes,High School or below,Male,Yes,Single,84,\N,2,2,49,Others,382,WY,379,64,No,No,0.56,138,138,0,2015,3 -38,46495,0.02,0.03,660511031,444,Yes,High School or below,Female,Yes,Married,92,\N,1,7,89,Others,242,KY,382,174,No,No,0.77,2958,739,0,2015,1 -38,46495,0.02,0.03,660511031,444,Yes,High School or below,Female,Yes,Married,92,\N,1,7,89,Others,242,KY,382,174,No,No,0.77,4234,846,0,2015,2 -38,46495,0.02,0.03,660511031,444,Yes,High School or below,Female,Yes,Married,92,\N,1,7,89,Others,242,KY,382,174,No,No,0.77,607,607,0,2015,3 -69,157395,0.01,0.03,160511031,445,Yes,High School or below,Male,No,Married,30,\N,2,5,7,Others,414,LA,79,189,Yes,No,0.23,3888,777,0,2015,1 -69,157395,0.01,0.03,160511031,445,Yes,High School or below,Male,No,Married,30,\N,2,5,7,Others,414,LA,79,189,Yes,No,0.23,2985,746,0,2015,2 -17,155424,0.03,0.01,960511031,446,Yes,High School or below,Male,No,Married,37,\N,1,2,48,Others,274,OH,82,49,No,No,0.44,726,363,0,2015,1 -17,155424,0.03,0.01,960511031,446,Yes,High School or below,Male,No,Married,37,\N,1,2,48,Others,274,OH,82,49,No,No,0.44,1262,1262,0,2015,2 -47,16324,0.01,0.01,943580631,447,Yes,High School or below,Female,Yes,Married,95,\N,2,0,66,Others,447,OR,279,64,No,No,0.9,6192,884,0,2015,1 -47,16324,0.01,0.01,943580631,447,Yes,High School or below,Female,Yes,Married,95,\N,2,0,66,Others,447,OR,279,64,No,No,0.9,3270,1090,0,2015,2 -63,14353,0.03,0.03,143580631,448,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,0,5,7,Others,307,AR,283,174,No,No,0.11,5296,756,0,2015,1 -63,14353,0.03,0.03,143580631,448,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,0,5,7,Others,307,AR,283,174,No,No,0.11,2760,460,0,2015,2 -25,125254,0.01,0.03,643580631,449,Yes,Bachelor or equivalent,Male,Yes,Single,40,\N,1,3,25,Others,479,CO,480,189,No,Yes,0.56,1362,681,1,2015,1 -25,125254,0.01,0.03,643580631,449,Yes,Bachelor or equivalent,Male,Yes,Single,40,\N,1,3,25,Others,479,CO,480,189,No,Yes,0.56,6357,794,1,2015,2 -25,125254,0.01,0.03,643580631,449,Yes,Bachelor or equivalent,Male,Yes,Single,40,\N,1,3,25,Others,479,CO,480,189,No,Yes,0.56,1084,542,1,2015,3 -41,123283,0.03,0.01,133056067,450,Yes,Master or equivalent,Female,Yes,Married,48,\N,0,0,66,Others,340,MN,483,49,No,No,0.77,4893,699,0,2015,1 -41,123283,0.03,0.01,133056067,450,Yes,Master or equivalent,Female,Yes,Married,48,\N,0,0,66,Others,340,MN,483,49,No,No,0.77,3220,644,0,2015,2 -72,234183,0.01,0.01,933056067,451,Yes,PhD or equivalent,Male,Yes,Single,106,\N,1,6,84,Others,12,MS,180,64,No,No,0.23,3728,621,0,2015,1 -72,234183,0.01,0.01,933056067,451,Yes,PhD or equivalent,Male,Yes,Single,106,\N,1,6,84,Others,12,MS,180,64,No,No,0.23,5241,873,0,2015,2 -72,234183,0.01,0.01,933056067,451,Yes,PhD or equivalent,Male,Yes,Single,106,\N,1,6,84,Others,12,MS,180,64,No,No,0.23,948,948,0,2015,3 -19,232212,0.03,0.03,633056067,452,Yes,High School or below,Male,Yes,Married,113,\N,0,4,25,Others,372,SD,183,174,No,No,0.44,1457,485,1,2015,1 -19,232212,0.03,0.03,633056067,452,Yes,High School or below,Male,Yes,Married,113,\N,0,4,25,Others,372,SD,183,174,No,No,0.44,3279,819,1,2015,2 -19,232212,0.03,0.03,633056067,452,Yes,High School or below,Male,Yes,Married,113,\N,0,4,25,Others,372,SD,183,174,No,No,0.44,1293,1293,1,2015,3 -50,93112,0.02,0.03,913725637,453,Yes,High School or below,Female,Yes,Married,51,\N,1,1,43,Others,45,TX,380,189,No,No,0.9,6322,632,0,2015,1 -50,93112,0.02,0.03,913725637,453,Yes,High School or below,Female,Yes,Married,51,\N,1,1,43,Others,45,TX,380,189,No,No,0.9,2142,714,0,2015,2 -66,91141,0.04,0.01,113725637,454,Yes,High School or below,Female,No,Single,59,\N,3,7,84,Others,405,GA,384,49,No,No,0.11,1542,308,0,2015,1 -66,91141,0.04,0.01,113725637,454,Yes,High School or below,Female,No,Single,59,\N,3,7,84,Others,405,GA,384,49,No,No,0.11,3171,792,0,2015,2 -28,202042,0.02,0.01,613725637,455,Yes,High School or below,Male,Yes,Single,117,\N,1,4,2,Others,77,ID,80,64,No,No,0.56,1099,549,0,2015,1 -28,202042,0.02,0.01,613725637,455,Yes,High School or below,Male,Yes,Single,117,\N,1,4,2,Others,77,ID,80,64,No,No,0.56,6195,885,0,2015,2 -44,200071,0.04,0.03,626097237,456,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,3,2,43,Others,437,NH,84,174,No,No,0.77,4503,750,1,2015,1 -44,200071,0.04,0.03,626097237,456,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,3,2,43,Others,437,NH,84,174,No,No,0.77,4108,1027,1,2015,2 -44,200071,0.04,0.03,626097237,456,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,3,2,43,Others,437,NH,84,174,No,No,0.77,662,662,1,2015,3 -74,60971,0.02,0.03,126097237,457,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,7,61,Others,110,NM,281,189,No,No,0.23,2512,502,0,2015,1 -74,60971,0.02,0.03,126097237,457,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,7,61,Others,110,NM,281,189,No,No,0.23,5183,863,0,2015,2 -22,59000,0.04,0.01,926097237,458,Yes,Master or equivalent,Male,Yes,Married,69,\N,3,5,1,Others,470,WA,284,49,No,Yes,0.44,1686,562,0,2015,1 -22,59000,0.04,0.01,926097237,458,Yes,Master or equivalent,Male,Yes,Married,69,\N,3,5,1,Others,470,WA,284,49,No,Yes,0.44,5195,649,0,2015,2 -53,169900,0.02,0.01,613860666,459,Yes,Master or equivalent,Female,No,Married,7,\N,0,2,20,Others,142,WI,481,64,No,No,0.9,2359,786,0,2015,1 -53,169900,0.02,0.01,613860666,459,Yes,Master or equivalent,Female,No,Married,7,\N,0,2,20,Others,142,WI,481,64,No,No,0.9,2662,665,0,2015,2 -68,167929,0.04,0.03,913860666,460,Yes,High School or below,Male,No,Single,15,\N,3,0,60,Others,2,KS,484,174,No,No,0.11,4027,575,1,2015,1 -68,167929,0.04,0.03,913860666,460,Yes,High School or below,Male,No,Single,15,\N,3,0,60,Others,2,KS,484,174,No,No,0.11,4727,590,1,2015,2 -31,28830,0.03,0.03,113860666,461,Yes,High School or below,Female,Yes,Single,73,\N,0,5,79,Others,175,LA,181,189,No,No,0.57,3854,642,0,2015,1 -31,28830,0.03,0.03,113860666,461,Yes,High School or below,Female,Yes,Single,73,\N,0,5,79,Others,175,LA,181,189,No,No,0.57,3268,653,0,2015,2 -31,28830,0.03,0.03,113860666,461,Yes,High School or below,Female,Yes,Single,73,\N,0,5,79,Others,175,LA,181,189,No,No,0.57,779,779,0,2015,3 -47,26859,0.05,0.01,196932266,462,Yes,High School or below,Female,Yes,Single,80,\N,2,3,19,Others,35,OH,185,49,No,No,0.78,3227,645,0,2015,1 -47,26859,0.05,0.01,196932266,462,Yes,High School or below,Female,Yes,Single,80,\N,2,3,19,Others,35,OH,185,49,No,No,0.78,4147,691,0,2015,2 -77,137759,0.03,0.01,996932266,463,Yes,High School or below,Male,Yes,Single,18,\N,0,1,38,Others,207,OR,382,64,No,No,0.23,3262,652,0,2015,1 -77,137759,0.03,0.01,996932266,463,Yes,High School or below,Male,Yes,Single,18,\N,0,1,38,Others,207,OR,382,64,No,No,0.23,3000,600,0,2015,2 -25,135788,0.05,0.03,696932266,464,Yes,Bachelor or equivalent,Male,Yes,Married,26,\N,2,6,78,Others,67,AZ,385,174,No,No,0.44,2415,483,0,2015,1 -25,135788,0.05,0.03,696932266,464,Yes,Bachelor or equivalent,Male,Yes,Married,26,\N,2,6,78,Others,67,AZ,385,174,No,No,0.44,4745,949,0,2015,2 -55,246689,0.03,0.03,683775692,465,Yes,Bachelor or equivalent,Female,No,Married,83,\N,3,4,97,Others,240,CA,82,189,No,No,0.9,4394,732,0,2015,1 -55,246689,0.03,0.03,683775692,465,Yes,Bachelor or equivalent,Female,No,Married,83,\N,3,4,97,Others,240,CA,82,189,No,No,0.9,2901,580,0,2015,2 -71,244718,0.05,0.01,183775692,466,No,Master or equivalent,Male,Yes,Single,91,\N,2,1,37,Others,100,MI,85,49,No,No,0.11,2983,745,0,2015,1 -71,244718,0.05,0.01,183775692,466,No,Master or equivalent,Male,Yes,Single,91,\N,2,1,37,Others,100,MI,85,49,No,No,0.11,5946,594,0,2015,2 -34,105618,0.03,0.01,983775692,467,Yes,Master or equivalent,Female,Yes,Married,29,\N,3,7,56,Others,272,MS,282,64,No,No,0.57,2375,791,0,2015,1 -34,105618,0.03,0.01,983775692,467,Yes,Master or equivalent,Female,Yes,Married,29,\N,3,7,56,Others,272,MS,282,64,No,No,0.57,6437,804,0,2015,2 -50,103647,0.05,0.03,666477265,468,Yes,High School or below,Female,Yes,Single,36,\N,2,4,96,Others,133,SD,286,174,No,No,0.78,2958,591,0,2015,1 -50,103647,0.05,0.03,666477265,468,Yes,High School or below,Female,Yes,Single,36,\N,2,4,96,Others,133,SD,286,174,No,No,0.78,4269,853,0,2015,2 -50,103647,0.05,0.03,666477265,468,Yes,High School or below,Female,Yes,Single,36,\N,2,4,96,Others,133,SD,286,174,No,No,0.78,1238,1238,0,2015,3 -12,214547,0.04,0.03,166477265,469,Yes,High School or below,Male,Yes,Single,94,\N,3,2,15,Others,305,TX,483,189,No,No,0.23,2760,552,0,2015,1 -12,214547,0.04,0.03,166477265,469,Yes,High School or below,Male,Yes,Single,94,\N,3,2,15,Others,305,TX,483,189,No,No,0.23,1308,436,0,2015,2 -28,212576,0.06,0.01,966477265,470,Yes,High School or below,Male,Yes,Married,102,\N,1,7,55,Others,165,FL,486,49,No,No,0.44,3047,609,0,2015,1 -28,212576,0.06,0.01,966477265,470,Yes,High School or below,Male,Yes,Married,102,\N,1,7,55,Others,165,FL,486,49,No,No,0.44,2958,591,0,2015,2 -58,73477,0.04,0.01,179146865,471,Yes,High School or below,Female,Yes,Married,40,\N,2,5,74,Others,338,HI,183,64,No,Yes,0.9,3752,938,0,2015,1 -58,73477,0.04,0.01,179146865,471,Yes,High School or below,Female,Yes,Married,40,\N,2,5,74,Others,338,HI,183,64,No,Yes,0.9,4137,827,0,2015,2 -58,73477,0.04,0.01,179146865,471,Yes,High School or below,Female,Yes,Married,40,\N,2,5,74,Others,338,HI,183,64,No,Yes,0.9,836,418,0,2015,3 -74,71506,0.06,0.03,979146865,472,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,1,2,14,Others,198,NV,186,174,No,No,0.11,6969,696,0,2015,1 -74,71506,0.06,0.03,979146865,472,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,1,2,14,Others,198,NV,186,174,No,No,0.11,2508,418,0,2015,2 -74,71506,0.06,0.03,979146865,472,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,1,2,14,Others,198,NV,186,174,No,No,0.11,1228,1228,0,2015,3 -36,182406,0.04,0.03,679146865,473,Yes,Bachelor or equivalent,Female,No,Married,105,\N,2,0,32,Others,370,NJ,383,189,No,No,0.57,3945,657,0,2015,1 -36,182406,0.04,0.03,679146865,473,Yes,Bachelor or equivalent,Female,No,Married,105,\N,2,0,32,Others,370,NJ,383,189,No,No,0.57,5495,915,0,2015,2 -52,180435,0.06,0.01,936682291,474,Yes,Bachelor or equivalent,Female,No,Single,112,\N,1,5,73,Others,230,WA,387,49,No,No,0.78,8201,820,0,2015,1 -52,180435,0.06,0.01,936682291,474,Yes,Bachelor or equivalent,Female,No,Single,112,\N,1,5,73,Others,230,WA,387,49,No,No,0.78,1572,524,0,2015,2 -15,41335,0.04,0.01,636682291,475,Yes,Master or equivalent,Male,Yes,Single,50,\N,2,3,91,Others,403,WI,84,64,No,No,0.23,3335,833,0,2015,1 -15,41335,0.04,0.01,636682291,475,Yes,Master or equivalent,Male,Yes,Single,50,\N,2,3,91,Others,403,WI,84,64,No,No,0.23,5231,1046,0,2015,2 -31,39364,0.06,0.03,136682291,476,Yes,PhD or equivalent,Male,Yes,Married,58,\N,0,0,32,Others,263,IA,87,174,No,No,0.45,2543,635,1,2015,1 -31,39364,0.06,0.03,136682291,476,Yes,PhD or equivalent,Male,Yes,Married,58,\N,0,0,32,Others,263,IA,87,174,No,No,0.45,7236,804,1,2015,2 -31,39364,0.06,0.03,136682291,476,Yes,PhD or equivalent,Male,Yes,Married,58,\N,0,0,32,Others,263,IA,87,174,No,No,0.45,2036,1018,1,2015,3 -61,150265,0.05,0.03,149681861,477,Yes,High School or below,Female,Yes,Single,116,\N,2,6,50,Others,435,KY,284,189,No,No,0.9,4005,400,0,2015,1 -61,150265,0.05,0.03,149681861,477,Yes,High School or below,Female,Yes,Single,116,\N,2,6,50,Others,435,KY,284,189,No,No,0.9,603,301,0,2015,2 -77,148294,0.07,0.01,649681861,478,Yes,High School or below,Male,Yes,Married,3,\N,0,3,91,Others,295,ND,287,49,No,No,0.11,4758,793,0,2015,1 -77,148294,0.07,0.01,649681861,478,Yes,High School or below,Male,Yes,Married,3,\N,0,3,91,Others,295,ND,287,49,No,No,0.11,2458,614,0,2015,2 -39,9194,0.05,0.01,949681861,479,Yes,High School or below,Female,No,Married,61,\N,1,1,9,Others,468,OK,484,64,No,No,0.57,2743,914,0,2015,1 -39,9194,0.05,0.01,949681861,479,Yes,High School or below,Female,No,Married,61,\N,1,1,9,Others,468,OK,484,64,No,No,0.57,8369,929,0,2015,2 -55,7223,0.07,0.03,136127220,480,Yes,High School or below,Female,Yes,Single,69,\N,0,7,50,Others,328,AZ,487,174,No,Yes,0.78,4268,853,0,2015,1 -55,7223,0.07,0.03,136127220,480,Yes,High School or below,Female,Yes,Single,69,\N,0,7,50,Others,328,AZ,487,174,No,Yes,0.78,3041,506,0,2015,2 -18,118124,0.05,0.03,636127220,481,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,1,4,68,Others,0,CA,184,189,No,No,0.24,4674,779,0,2015,1 -18,118124,0.05,0.03,636127220,481,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,1,4,68,Others,0,CA,184,189,No,No,0.24,7469,746,0,2015,2 -33,116153,0.07,0,936127220,482,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,0,2,9,Others,360,MA,188,49,No,No,0.45,5502,687,1,2015,1 -33,116153,0.07,0,936127220,482,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,0,2,9,Others,360,MA,188,49,No,No,0.45,3129,521,1,2015,2 -64,227053,0.05,0.01,919496890,483,Yes,Bachelor or equivalent,Female,Yes,Single,72,\N,1,7,27,Technology Related Job,33,MN,385,64,No,No,0.9,5782,826,0,2015,1 -64,227053,0.05,0.01,919496890,483,Yes,Bachelor or equivalent,Female,Yes,Single,72,\N,1,7,27,Technology Related Job,33,MN,385,64,No,No,0.9,1002,1002,0,2015,2 -12,225082,0.07,0.02,619496890,484,Yes,Master or equivalent,Male,Yes,Married,79,\N,3,5,68,Others,393,SC,388,174,No,No,0.11,1140,570,0,2015,1 -12,225082,0.07,0.02,619496890,484,Yes,Master or equivalent,Male,Yes,Married,79,\N,3,5,68,Others,393,SC,388,174,No,No,0.11,4432,1108,0,2015,2 -42,85982,0.06,0.03,119496890,485,Yes,High School or below,Female,Yes,Married,17,\N,1,2,86,Technology Related Job,65,TN,85,189,No,No,0.57,4692,586,0,2015,1 -42,85982,0.06,0.03,119496890,485,Yes,High School or below,Female,Yes,Married,17,\N,1,2,86,Technology Related Job,65,TN,85,189,No,No,0.57,1606,401,0,2015,2 -42,85982,0.06,0.03,119496890,485,Yes,High School or below,Female,Yes,Married,17,\N,1,2,86,Technology Related Job,65,TN,85,189,No,No,0.57,251,251,0,2015,3 -58,84011,0,0,192895490,486,Yes,High School or below,Female,Yes,Single,25,\N,3,0,26,Others,426,FL,88,49,No,No,0.78,3388,847,0,2015,1 -58,84011,0,0,192895490,486,Yes,High School or below,Female,Yes,Single,25,\N,3,0,26,Others,426,FL,88,49,No,No,0.78,2451,1225,0,2015,2 -58,84011,0,0,192895490,486,Yes,High School or below,Female,Yes,Single,25,\N,3,0,26,Others,426,FL,88,49,No,No,0.78,2151,1075,0,2015,3 -20,194912,0.06,0.01,992895490,487,Yes,High School or below,Male,Yes,Married,83,\N,0,5,45,Technology Related Job,98,HI,285,64,No,No,0.24,3563,593,0,2015,1 -20,194912,0.06,0.01,992895490,487,Yes,High School or below,Male,Yes,Married,83,\N,0,5,45,Technology Related Job,98,HI,285,64,No,No,0.24,1198,1198,0,2015,2 -36,192941,0,0.02,692895490,488,Yes,High School or below,Female,No,Single,90,\N,3,3,85,Others,458,NV,289,174,No,No,0.45,3556,711,0,2015,1 -36,192941,0,0.02,692895490,488,Yes,High School or below,Female,No,Single,90,\N,3,3,85,Others,458,NV,289,174,No,No,0.45,4176,1044,0,2015,2 -67,53841,0.06,0.03,989331826,489,Yes,High School or below,Female,Yes,Single,28,\N,0,0,4,Technology Related Job,131,NH,486,189,No,No,0.9,3166,1055,0,2015,1 -67,53841,0.06,0.03,989331826,489,Yes,High School or below,Female,Yes,Single,28,\N,0,0,4,Technology Related Job,131,NH,486,189,No,No,0.9,1322,440,0,2015,2 -14,51870,0,0,189331826,490,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,2,6,44,Others,491,VA,489,49,No,No,0.12,942,314,1,2015,1 -14,51870,0,0,189331826,490,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,2,6,44,Others,491,VA,489,49,No,No,0.12,2077,692,1,2015,2 -45,162770,0.06,0.01,689331826,491,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,0,4,63,Technology Related Job,163,WV,186,64,No,No,0.57,1925,481,0,2015,1 -45,162770,0.06,0.01,689331826,491,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,0,4,63,Technology Related Job,163,WV,186,64,No,No,0.57,2549,637,0,2015,2 -61,160799,0,0.02,662000496,492,Yes,Master or equivalent,Female,Yes,Married,101,\N,2,1,3,Others,23,IA,189,174,Yes,No,0.78,4317,1079,0,2015,1 -61,160799,0,0.02,662000496,492,Yes,Master or equivalent,Female,Yes,Married,101,\N,2,1,3,Others,23,IA,189,174,Yes,No,0.78,2382,595,0,2015,2 -23,21700,0.07,0.03,962000496,493,Yes,PhD or equivalent,Male,No,Married,39,\N,3,7,22,Technology Related Job,196,KY,386,189,No,Yes,0.24,8217,913,0,2015,1 -23,21700,0.07,0.03,962000496,493,Yes,PhD or equivalent,Male,No,Married,39,\N,3,7,22,Technology Related Job,196,KY,386,189,No,Yes,0.24,4195,839,0,2015,2 -39,19729,0.01,0,162000496,494,Yes,High School or below,Female,Yes,Single,46,\N,2,4,62,Others,56,ND,390,49,No,No,0.45,2701,540,0,2015,1 -39,19729,0.01,0,162000496,494,Yes,High School or below,Female,Yes,Single,46,\N,2,4,62,Others,56,ND,390,49,No,No,0.45,1286,428,0,2015,2 -69,130629,0.07,0.01,659876855,495,Yes,High School or below,Male,Yes,Single,104,\N,3,2,81,Technology Related Job,228,OH,87,64,No,No,0.91,4122,824,0,2015,1 -69,130629,0.07,0.01,659876855,495,Yes,High School or below,Male,Yes,Single,104,\N,3,2,81,Technology Related Job,228,OH,87,64,No,No,0.91,6592,824,0,2015,2 -17,128658,0.01,0.02,959876855,496,Yes,High School or below,Male,Yes,Married,112,\N,2,7,21,Others,88,AK,90,174,No,No,0.12,2366,591,0,2015,1 -17,128658,0.01,0.02,959876855,496,Yes,High School or below,Male,Yes,Married,112,\N,2,7,21,Others,88,AK,90,174,No,No,0.12,5447,778,0,2015,2 -48,239558,0.07,0.03,159876855,497,Yes,High School or below,Female,Yes,Single,50,\N,3,5,40,Technology Related Job,261,AR,287,189,No,No,0.57,3116,779,0,2015,1 -48,239558,0.07,0.03,159876855,497,Yes,High School or below,Female,Yes,Single,50,\N,3,5,40,Technology Related Job,261,AR,287,189,No,No,0.57,2666,533,0,2015,2 -64,237587,0.01,0,962545425,498,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,1,2,80,Others,121,MA,290,49,No,No,0.78,1907,953,0,2015,1 -64,237587,0.01,0,962545425,498,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,1,2,80,Others,121,MA,290,49,No,No,0.78,7176,797,0,2015,2 -26,98488,0.07,0.01,162545425,499,Yes,Bachelor or equivalent,Male,Yes,Married,115,\N,3,0,99,Technology Related Job,293,MN,487,64,No,No,0.24,8439,937,0,2015,1 -26,98488,0.07,0.01,162545425,499,Yes,Bachelor or equivalent,Male,Yes,Married,115,\N,3,0,99,Technology Related Job,293,MN,487,64,No,No,0.24,1483,494,0,2015,2 -42,96517,0.02,0.02,662545425,500,Yes,Master or equivalent,Female,Yes,Single,2,\N,1,5,39,Others,153,SC,491,174,No,No,0.45,2051,683,0,2015,1 -42,96517,0.02,0.02,662545425,500,Yes,Master or equivalent,Female,Yes,Single,2,\N,1,5,39,Others,153,SC,491,174,No,No,0.45,2655,1327,0,2015,2 -72,207417,0,0.03,945214095,501,Yes,Master or equivalent,Male,Yes,Single,60,\N,2,3,58,Technology Related Job,326,SD,187,189,No,No,0.91,1337,668,0,2015,1 -72,207417,0,0.03,945214095,501,Yes,Master or equivalent,Male,Yes,Single,60,\N,2,3,58,Technology Related Job,326,SD,187,189,No,No,0.91,3517,879,0,2015,2 -20,205446,0.02,0,645214095,502,Yes,High School or below,Male,No,Single,68,\N,1,0,98,Others,186,DE,191,49,No,Yes,0.12,5054,722,0,2015,1 -20,205446,0.02,0,645214095,502,Yes,High School or below,Male,No,Single,68,\N,1,0,98,Others,186,DE,191,49,No,Yes,0.12,1171,390,0,2015,2 -50,66347,0,0.01,145214095,503,Yes,High School or below,Female,Yes,Single,6,\N,2,6,16,Technology Related Job,358,GA,388,64,No,No,0.57,1800,600,0,2015,1 -50,66347,0,0.01,145214095,503,Yes,High School or below,Female,Yes,Single,6,\N,2,6,16,Technology Related Job,358,GA,388,64,No,No,0.57,1998,333,0,2015,2 -66,64376,0.02,0.02,632080451,504,Yes,High School or below,Female,Yes,Married,13,\N,1,3,57,Others,219,NE,391,174,No,No,0.78,1520,506,0,2015,1 -66,64376,0.02,0.02,632080451,504,Yes,High School or below,Female,Yes,Married,13,\N,1,3,57,Others,219,NE,391,174,No,No,0.78,4617,659,0,2015,2 -29,175276,0,0.03,132080451,505,Yes,High School or below,Male,Yes,Married,71,\N,2,1,75,Technology Related Job,391,NH,88,189,No,No,0.24,5548,792,0,2015,1 -29,175276,0,0.03,132080451,505,Yes,High School or below,Male,Yes,Married,71,\N,2,1,75,Technology Related Job,391,NH,88,189,No,No,0.24,4480,746,0,2015,2 -45,173305,0.02,0,932080451,506,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,0,6,16,Others,251,VA,91,49,No,No,0.45,2865,477,0,2015,1 -45,173305,0.02,0,932080451,506,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,0,6,16,Others,251,VA,91,49,No,No,0.45,3967,991,0,2015,2 -45,173305,0.02,0,932080451,506,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,0,6,16,Others,251,VA,91,49,No,No,0.45,1317,1317,0,2015,3 -75,34205,0,0.01,615759021,507,Yes,Bachelor or equivalent,Male,No,Married,17,\N,2,4,34,Technology Related Job,424,WA,288,64,No,No,0.91,3306,661,0,2015,1 -75,34205,0,0.01,615759021,507,Yes,Bachelor or equivalent,Male,No,Married,17,\N,2,4,34,Technology Related Job,424,WA,288,64,No,No,0.91,1305,435,0,2015,2 -23,32234,0.03,0.02,115759021,508,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,0,1,75,Others,284,IN,292,174,No,No,0.12,3506,701,0,2015,1 -23,32234,0.03,0.02,115759021,508,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,0,1,75,Others,284,IN,292,174,No,No,0.12,2730,682,0,2015,2 -53,143135,0.01,0.03,915759021,509,Yes,Master or equivalent,Female,Yes,Single,82,\N,1,7,93,Technology Related Job,456,KS,489,189,Yes,No,0.58,3136,1045,0,2015,1 -53,143135,0.01,0.03,915759021,509,Yes,Master or equivalent,Female,Yes,Single,82,\N,1,7,93,Technology Related Job,456,KS,489,189,Yes,No,0.58,5896,737,0,2015,2 -69,141164,0.03,0,102295480,510,Yes,High School or below,Female,Yes,Married,89,\N,0,5,34,Others,316,NC,492,49,No,No,0.79,3487,697,0,2015,1 -69,141164,0.03,0,102295480,510,Yes,High School or below,Female,Yes,Married,89,\N,0,5,34,Others,316,NC,492,49,No,No,0.79,4054,579,0,2015,2 -32,2064,0.01,0.01,602295480,511,Yes,High School or below,Male,Yes,Married,27,\N,1,2,52,Technology Related Job,489,OH,189,64,No,No,0.24,6756,844,0,2015,1 -32,2064,0.01,0.01,602295480,511,Yes,High School or below,Male,Yes,Married,27,\N,1,2,52,Technology Related Job,489,OH,189,64,No,No,0.24,2552,638,0,2015,2 -47,93,0.03,0.02,902295480,512,No,High School or below,Female,Yes,Married,35,\N,3,0,93,Others,349,AK,192,174,No,No,0.45,6609,826,0,2015,1 -47,93,0.03,0.02,902295480,512,No,High School or below,Female,Yes,Married,35,\N,3,0,93,Others,349,AK,192,174,No,No,0.45,4392,878,0,2015,2 -78,110993,0.01,0.03,985994050,513,Yes,High School or below,Male,Yes,Married,93,\N,1,5,11,Technology Related Job,21,AZ,389,189,No,No,0.91,6489,721,0,2015,1 -78,110993,0.01,0.03,985994050,513,Yes,High School or below,Male,Yes,Married,93,\N,1,5,11,Technology Related Job,21,AZ,389,189,No,No,0.91,4190,838,0,2015,2 -26,109022,0.03,0,185994050,514,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,3,3,52,Others,381,MD,393,48,No,No,0.12,2601,650,0,2015,1 -26,109022,0.03,0,185994050,514,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,3,3,52,Others,381,MD,393,48,No,No,0.12,2099,419,0,2015,2 -56,219923,0.02,0.01,685994050,515,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,0,0,70,Technology Related Job,54,MI,90,63,No,Yes,0.58,5136,733,0,2015,1 -56,219923,0.02,0.01,685994050,515,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,0,0,70,Technology Related Job,54,MI,90,63,No,Yes,0.58,4031,575,0,2015,2 -72,217952,0.04,0.02,695963620,516,Yes,Bachelor or equivalent,Female,No,Married,46,\N,3,6,10,Others,414,RI,93,173,No,No,0.79,5753,821,0,2015,1 -72,217952,0.04,0.02,695963620,516,Yes,Bachelor or equivalent,Female,No,Married,46,\N,3,6,10,Others,414,RI,93,173,No,No,0.79,3898,779,0,2015,2 -34,78852,0.02,0.03,995963620,517,Yes,Bachelor or equivalent,Male,Yes,Married,103,\N,0,3,29,Technology Related Job,86,SD,290,188,No,No,0.24,2979,744,0,2015,1 -34,78852,0.02,0.03,995963620,517,Yes,Bachelor or equivalent,Male,Yes,Married,103,\N,0,3,29,Technology Related Job,86,SD,290,188,No,No,0.24,2076,1038,0,2015,2 -50,76881,0.04,0,195963620,518,Yes,PhD or equivalent,Female,Yes,Married,111,\N,3,1,69,Others,446,DE,293,48,No,No,0.45,1454,363,0,2015,1 -50,76881,0.04,0,195963620,518,Yes,PhD or equivalent,Female,Yes,Married,111,\N,3,1,69,Others,446,DE,293,48,No,No,0.45,1914,638,0,2015,2 -50,76881,0.04,0,195963620,518,Yes,PhD or equivalent,Female,Yes,Married,111,\N,3,1,69,Others,446,DE,293,48,No,No,0.45,395,197,0,2015,3 -13,187782,0.02,0.01,685409086,519,Yes,High School or below,Male,Yes,Married,49,\N,0,6,88,Technology Related Job,119,FL,490,63,No,No,0.91,4465,744,0,2015,1 -13,187782,0.02,0.01,685409086,519,Yes,High School or below,Male,Yes,Married,49,\N,0,6,88,Technology Related Job,119,FL,490,63,No,No,0.91,3247,649,0,2015,2 -28,185810,0.04,0.02,985409086,520,Yes,High School or below,Male,Yes,Single,56,\N,2,4,28,Others,479,MT,494,173,No,No,0.12,4222,603,1,2015,1 -28,185810,0.04,0.02,985409086,520,Yes,High School or below,Male,Yes,Single,56,\N,2,4,28,Others,479,MT,494,173,No,No,0.12,5716,952,1,2015,2 -28,185810,0.04,0.02,985409086,520,Yes,High School or below,Male,Yes,Single,56,\N,2,4,28,Others,479,MT,494,173,No,No,0.12,1144,1144,1,2015,3 -59,46711,0.02,0.03,185409086,521,Yes,High School or below,Female,No,Single,114,\N,0,2,47,Technology Related Job,151,NV,191,188,No,No,0.58,942,471,0,2015,1 -59,46711,0.02,0.03,185409086,521,Yes,High School or below,Female,No,Single,114,\N,0,2,47,Technology Related Job,151,NV,191,188,No,No,0.58,5986,748,0,2015,2 -59,46711,0.02,0.03,185409086,521,Yes,High School or below,Female,No,Single,114,\N,0,2,47,Technology Related Job,151,NV,191,188,No,No,0.58,562,562,0,2015,3 -75,44740,0.04,0,4251097093,522,Yes,High School or below,Male,No,Married,2,\N,2,7,87,Others,12,VT,194,48,No,No,0.79,3225,1075,0,2015,1 -75,44740,0.04,0,4251097093,522,Yes,High School or below,Male,No,Married,2,\N,2,7,87,Others,12,VT,194,48,No,No,0.79,4411,735,0,2015,2 -37,155640,0.03,0.01,4251018848,523,Yes,Bachelor or equivalent,Female,Yes,Single,60,\N,3,5,6,Technology Related Job,184,WA,391,63,No,No,0.24,4221,603,0,2015,1 -37,155640,0.03,0.01,4251018848,523,Yes,Bachelor or equivalent,Female,Yes,Single,60,\N,3,5,6,Technology Related Job,184,WA,391,63,No,No,0.24,2070,690,0,2015,2 -53,153669,0.05,0.02,4251046870,524,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,2,2,46,Others,44,IN,394,173,No,Yes,0.46,5547,693,0,2015,1 -53,153669,0.05,0.02,4251046870,524,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,2,2,46,Others,44,IN,394,173,No,Yes,0.46,3152,788,0,2015,2 -15,14570,0.03,0.03,4251008622,525,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,3,0,65,Technology Related Job,217,IA,91,188,No,No,0.91,2135,711,0,2015,1 -15,14570,0.03,0.03,4251008622,525,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,3,0,65,Technology Related Job,217,IA,91,188,No,No,0.91,2646,441,0,2015,2 -31,12599,0.05,0,4251052274,526,Yes,Master or equivalent,Male,Yes,Single,12,\N,2,5,5,Others,77,NY,94,48,No,No,0.12,6399,914,0,2015,1 -31,12599,0.05,0,4251052274,526,Yes,Master or equivalent,Male,Yes,Single,12,\N,2,5,5,Others,77,NY,94,48,No,No,0.12,4595,765,0,2015,2 -62,123499,0.03,0.01,4251094643,527,Yes,PhD or equivalent,Female,Yes,Single,70,\N,3,3,24,Technology Related Job,249,ND,291,63,No,No,0.58,3915,652,0,2015,1 -62,123499,0.03,0.01,4251094643,527,Yes,PhD or equivalent,Female,Yes,Single,70,\N,3,3,24,Technology Related Job,249,ND,291,63,No,No,0.58,2373,791,0,2015,2 -78,121528,0.05,0.02,4251070818,528,Yes,High School or below,Male,Yes,Single,78,\N,1,0,64,Others,109,AL,295,173,No,No,0.79,3749,937,0,2015,1 -78,121528,0.05,0.02,4251070818,528,Yes,High School or below,Male,Yes,Single,78,\N,1,0,64,Others,109,AL,295,173,No,No,0.79,3672,612,0,2015,2 -40,232428,0.03,0.03,4251067898,529,Yes,High School or below,Female,Yes,Single,16,\N,3,6,83,Technology Related Job,282,AZ,492,188,No,No,0.25,3170,634,0,2015,1 -40,232428,0.03,0.03,4251067898,529,Yes,High School or below,Female,Yes,Single,16,\N,3,6,83,Technology Related Job,282,AZ,492,188,No,No,0.25,8748,729,0,2015,2 -56,230457,0.05,0,4251073274,530,Yes,High School or below,Female,No,Married,23,\N,1,3,23,Others,142,MD,495,48,No,No,0.46,8432,843,0,2015,1 -56,230457,0.05,0,4251073274,530,Yes,High School or below,Female,No,Married,23,\N,1,3,23,Others,142,MD,495,48,No,No,0.46,1927,481,0,2015,2 -56,230457,0.05,0,4251073274,530,Yes,High School or below,Female,No,Married,23,\N,1,3,23,Others,142,MD,495,48,No,No,0.46,967,967,0,2015,3 -18,91358,0.04,0.01,4251047245,531,Yes,High School or below,Male,Yes,Married,81,\N,2,1,41,Technology Related Job,314,MA,192,63,No,No,0.91,3829,638,0,2015,1 -18,91358,0.04,0.01,4251047245,531,Yes,High School or below,Male,Yes,Married,81,\N,2,1,41,Technology Related Job,314,MA,192,63,No,No,0.91,2687,671,0,2015,2 -18,91358,0.04,0.01,4251047245,531,Yes,High School or below,Male,Yes,Married,81,\N,2,1,41,Technology Related Job,314,MA,192,63,No,No,0.91,201,201,0,2015,3 -34,89387,0.06,0.02,4251011122,532,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,1,6,82,Others,174,PA,195,173,No,No,0.12,4562,760,1,2015,1 -34,89387,0.06,0.02,4251011122,532,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,1,6,82,Others,174,PA,195,173,No,No,0.12,2900,483,1,2015,2 -64,200287,0.04,0.03,4251046543,533,Yes,Bachelor or equivalent,Female,Yes,Married,27,\N,2,4,0,Technology Related Job,347,SC,392,188,No,No,0.58,2316,772,0,2015,1 -64,200287,0.04,0.03,4251046543,533,Yes,Bachelor or equivalent,Female,Yes,Married,27,\N,2,4,0,Technology Related Job,347,SC,392,188,No,No,0.58,4544,757,0,2015,2 -12,198316,0.06,0,4251009905,534,Yes,Master or equivalent,Male,Yes,Single,34,\N,0,1,41,Others,207,CT,396,48,Yes,No,0.79,2717,543,0,2015,1 -12,198316,0.06,0,4251009905,534,Yes,Master or equivalent,Male,Yes,Single,34,\N,0,1,41,Others,207,CT,396,48,Yes,No,0.79,1558,519,0,2015,2 -43,59216,0.04,0.01,4251089650,535,Yes,Master or equivalent,Female,No,Single,92,\N,2,7,59,Technology Related Job,379,FL,93,63,No,No,0.25,3442,688,0,2015,1 -43,59216,0.04,0.01,4251089650,535,Yes,Master or equivalent,Female,No,Single,92,\N,2,7,59,Technology Related Job,379,FL,93,63,No,No,0.25,4263,710,0,2015,2 -43,59216,0.04,0.01,4251089650,535,Yes,Master or equivalent,Female,No,Single,92,\N,2,7,59,Technology Related Job,379,FL,93,63,No,No,0.25,1408,1408,0,2015,3 -59,57245,0.06,0.02,4251008878,536,Yes,High School or below,Female,No,Married,99,\N,0,4,0,Others,239,MT,96,173,No,No,0.46,4651,664,0,2015,1 -59,57245,0.06,0.02,4251008878,536,Yes,High School or below,Female,No,Married,99,\N,0,4,0,Others,239,MT,96,173,No,No,0.46,1692,564,0,2015,2 -21,168146,0.04,0.02,4251021127,537,Yes,High School or below,Male,Yes,Married,37,\N,1,2,18,Technology Related Job,412,NV,293,188,No,Yes,0.91,5091,1018,0,2015,1 -21,168146,0.04,0.02,4251021127,537,Yes,High School or below,Male,Yes,Married,37,\N,1,2,18,Technology Related Job,412,NV,293,188,No,Yes,0.91,4923,703,0,2015,2 -21,168146,0.04,0.02,4251021127,537,Yes,High School or below,Male,Yes,Married,37,\N,1,2,18,Technology Related Job,412,NV,293,188,No,Yes,0.91,949,949,0,2015,3 -37,166175,0.06,0,4251072693,538,Yes,High School or below,Male,Yes,Married,45,\N,0,0,59,Others,272,UT,296,48,No,No,0.13,2913,971,0,2015,1 -37,166175,0.06,0,4251072693,538,Yes,High School or below,Male,Yes,Married,45,\N,0,0,59,Others,272,UT,296,48,No,No,0.13,2329,776,0,2015,2 -67,27075,0.05,0,4251069241,539,Yes,High School or below,Female,Yes,Married,103,\N,1,5,77,Technology Related Job,444,VA,493,63,No,No,0.58,2618,872,0,2015,1 -67,27075,0.05,0,4251069241,539,Yes,High School or below,Female,Yes,Married,103,\N,1,5,77,Technology Related Job,444,VA,493,63,No,No,0.58,5612,801,0,2015,2 -67,27075,0.05,0,4251069241,539,Yes,High School or below,Female,Yes,Married,103,\N,1,5,77,Technology Related Job,444,VA,493,63,No,No,0.58,291,291,0,2015,3 -15,25104,0.07,0.02,4251094621,540,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,0,3,18,Others,305,IL,497,173,No,No,0.79,3674,918,0,2015,1 -15,25104,0.07,0.02,4251094621,540,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,0,3,18,Others,305,IL,497,173,No,No,0.79,7941,882,0,2015,2 -45,136005,0.05,0.02,4251083761,541,Yes,Bachelor or equivalent,Female,No,Single,48,\N,1,0,36,Technology Related Job,477,IA,194,188,No,No,0.25,5952,850,0,2015,1 -45,136005,0.05,0.02,4251083761,541,Yes,Bachelor or equivalent,Female,No,Single,48,\N,1,0,36,Technology Related Job,477,IA,194,188,No,No,0.25,4759,951,0,2015,2 -61,134034,0.07,0,4251039680,542,Yes,Master or equivalent,Female,Yes,Married,56,\N,3,6,77,Others,337,NY,197,48,No,No,0.46,1923,641,0,2015,1 -61,134034,0.07,0,4251039680,542,Yes,Master or equivalent,Female,Yes,Married,56,\N,3,6,77,Others,337,NY,197,48,No,No,0.46,3159,631,0,2015,2 -24,244934,0.05,0,4251070843,543,Yes,Master or equivalent,Male,Yes,Single,113,\N,1,3,95,Technology Related Job,10,ND,394,63,No,No,0.92,2571,857,0,2015,1 -24,244934,0.05,0,4251070843,543,Yes,Master or equivalent,Male,Yes,Single,113,\N,1,3,95,Technology Related Job,10,ND,394,63,No,No,0.92,3715,619,0,2015,2 -40,242963,0.07,0.02,4251073629,544,Yes,High School or below,Male,Yes,Married,1,\N,3,1,35,Others,370,WY,397,173,No,No,0.13,2107,351,0,2015,1 -40,242963,0.07,0.02,4251073629,544,Yes,High School or below,Male,Yes,Married,1,\N,3,1,35,Others,370,WY,397,173,No,No,0.13,1986,662,0,2015,2 -70,103863,0.05,0.02,4251062647,545,Yes,High School or below,Female,Yes,Married,59,\N,0,6,54,Technology Related Job,42,AK,94,188,No,No,0.58,4475,745,0,2015,1 -70,103863,0.05,0.02,4251062647,545,Yes,High School or below,Female,Yes,Married,59,\N,0,6,54,Technology Related Job,42,AK,94,188,No,No,0.58,3764,752,0,2015,2 -18,101892,0.07,0,4251018572,546,Yes,High School or below,Male,Yes,Single,66,\N,3,4,94,Technology Related Job,402,ME,98,48,No,Yes,0.79,680,680,0,2015,1 -18,101892,0.07,0,4251018572,546,Yes,High School or below,Male,Yes,Single,66,\N,3,4,94,Technology Related Job,402,ME,98,48,No,Yes,0.79,7753,861,0,2015,2 -48,212793,0.06,0,4251063719,547,Yes,High School or below,Female,Yes,Single,4,\N,0,1,13,Technology Related Job,75,MA,295,63,No,No,0.25,3736,747,0,2015,1 -48,212793,0.06,0,4251063719,547,Yes,High School or below,Female,Yes,Single,4,\N,0,1,13,Technology Related Job,75,MA,295,63,No,No,0.25,3046,609,0,2015,2 -64,210822,0,0.02,4251096575,548,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,7,53,Technology Related Job,435,PA,298,173,No,No,0.46,1745,436,0,2015,1 -64,210822,0,0.02,4251096575,548,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,7,53,Technology Related Job,435,PA,298,173,No,No,0.46,5039,559,0,2015,2 -27,71722,0.06,0.02,4251088613,549,Yes,Bachelor or equivalent,Male,No,Single,70,\N,0,5,72,Technology Related Job,107,SC,495,188,No,No,0.92,1409,352,0,2015,1 -27,71722,0.06,0.02,4251088613,549,Yes,Bachelor or equivalent,Male,No,Single,70,\N,0,5,72,Technology Related Job,107,SC,495,188,No,No,0.92,3734,933,0,2015,2 -42,69751,0,0,4251011551,550,Yes,Bachelor or equivalent,Female,No,Married,77,\N,2,2,12,Technology Related Job,467,CO,498,48,No,No,0.13,2325,775,0,2015,1 -42,69751,0,0,4251011551,550,Yes,Bachelor or equivalent,Female,No,Married,77,\N,2,2,12,Technology Related Job,467,CO,498,48,No,No,0.13,8179,743,0,2015,2 -73,180651,0.06,0,4251030315,551,Yes,Master or equivalent,Female,Yes,Married,15,\N,3,0,31,Technology Related Job,140,DE,195,63,No,No,0.58,2603,650,0,2015,1 -73,180651,0.06,0,4251030315,551,Yes,Master or equivalent,Female,Yes,Married,15,\N,3,0,31,Technology Related Job,140,DE,195,63,No,No,0.58,2059,686,0,2015,2 -73,180651,0.06,0,4251030315,551,Yes,Master or equivalent,Female,Yes,Married,15,\N,3,0,31,Technology Related Job,140,DE,195,63,No,No,0.58,1092,1092,0,2015,3 -21,178680,0,0.02,4251083256,552,Yes,High School or below,Male,Yes,Single,23,\N,2,5,71,Technology Related Job,0,MO,198,173,No,No,0.79,1722,574,0,2015,1 -21,178680,0,0.02,4251083256,552,Yes,High School or below,Male,Yes,Single,23,\N,2,5,71,Technology Related Job,0,MO,198,173,No,No,0.79,2913,728,0,2015,2 -21,178680,0,0.02,4251083256,552,Yes,High School or below,Male,Yes,Single,23,\N,2,5,71,Technology Related Job,0,MO,198,173,No,No,0.79,791,791,0,2015,3 -51,39581,0.06,0.02,4251013880,553,Yes,High School or below,Female,Yes,Married,80,\N,3,3,90,Technology Related Job,172,NE,395,188,No,No,0.25,6404,1067,0,2015,1 -51,39581,0.06,0.02,4251013880,553,Yes,High School or below,Female,Yes,Married,80,\N,3,3,90,Technology Related Job,172,NE,395,188,No,No,0.25,5080,725,0,2015,2 -67,37610,0,0,4251079237,554,Yes,High School or below,Female,Yes,Single,88,\N,2,0,30,Technology Related Job,32,UT,399,48,No,No,0.46,2682,536,0,2015,1 -67,37610,0,0,4251079237,554,Yes,High School or below,Female,Yes,Single,88,\N,2,0,30,Technology Related Job,32,UT,399,48,No,No,0.46,2983,745,0,2015,2 -29,148510,0.07,0,4251035832,555,Yes,High School or below,Male,No,Single,26,\N,3,6,49,Technology Related Job,205,VA,96,63,No,No,0.92,3049,609,0,2015,1 -29,148510,0.07,0,4251035832,555,Yes,High School or below,Male,No,Single,26,\N,3,6,49,Technology Related Job,205,VA,96,63,No,No,0.92,3195,456,0,2015,2 -29,148510,0.07,0,4251035832,555,Yes,High School or below,Male,No,Single,26,\N,3,6,49,Technology Related Job,205,VA,96,63,No,No,0.92,132,132,0,2015,3 -45,146539,0.01,0.02,4251040583,556,Yes,High School or below,Female,Yes,Married,33,\N,1,3,89,Technology Related Job,65,ID,99,173,Yes,No,0.13,3270,654,0,2015,1 -45,146539,0.01,0.02,4251040583,556,Yes,High School or below,Female,Yes,Married,33,\N,1,3,89,Technology Related Job,65,ID,99,173,Yes,No,0.13,1499,749,0,2015,2 -76,7440,0.07,0.02,4251020322,557,Yes,Bachelor or equivalent,Male,Yes,Married,91,\N,3,1,8,Technology Related Job,237,IN,296,188,No,No,0.59,2117,529,1,2015,1 -76,7440,0.07,0.02,4251020322,557,Yes,Bachelor or equivalent,Male,Yes,Married,91,\N,3,1,8,Technology Related Job,237,IN,296,188,No,No,0.59,1397,698,1,2015,2 -23,5468,0.01,0,4251096536,558,No,Bachelor or equivalent,Male,Yes,Married,99,\N,1,6,48,Technology Related Job,98,NM,299,48,No,No,0.8,1857,309,1,2015,1 -23,5468,0.01,0,4251096536,558,No,Bachelor or equivalent,Male,Yes,Married,99,\N,1,6,48,Technology Related Job,98,NM,299,48,No,No,0.8,1769,884,1,2015,2 -54,116369,0.07,0,4251037127,559,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,2,4,66,Technology Related Job,270,NC,496,63,No,Yes,0.25,2422,484,0,2015,1 -54,116369,0.07,0,4251037127,559,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,2,4,66,Technology Related Job,270,NC,496,63,No,Yes,0.25,916,229,0,2015,2 -70,114398,0.01,0.02,4251070807,560,Yes,PhD or equivalent,Female,Yes,Single,44,\N,1,1,7,Technology Related Job,130,WY,0,173,No,No,0.46,1980,495,0,2015,1 -70,114398,0.01,0.02,4251070807,560,Yes,PhD or equivalent,Female,Yes,Single,44,\N,1,1,7,Technology Related Job,130,WY,0,173,No,No,0.46,2278,759,0,2015,2 -32,225298,0.07,0.02,4251076565,561,Yes,High School or below,Male,Yes,Single,102,\N,2,7,25,Technology Related Job,303,AK,197,188,No,No,0.92,4565,570,0,2015,1 -32,225298,0.07,0.02,4251076565,561,Yes,High School or below,Male,Yes,Single,102,\N,2,7,25,Technology Related Job,303,AK,197,188,No,No,0.92,3064,766,0,2015,2 -48,223327,0.01,0,4251069723,562,Yes,High School or below,Female,Yes,Married,109,\N,1,4,66,Technology Related Job,163,LA,200,48,No,No,0.13,4465,637,0,2015,1 -48,223327,0.01,0,4251069723,562,Yes,High School or below,Female,Yes,Married,109,\N,1,4,66,Technology Related Job,163,LA,200,48,No,No,0.13,1529,382,0,2015,2 -78,84228,0,0,4251013763,563,Yes,High School or below,Male,Yes,Single,47,\N,2,2,84,Technology Related Job,335,MD,397,63,No,No,0.59,4217,702,0,2015,1 -78,84228,0,0,4251013763,563,Yes,High School or below,Male,Yes,Single,47,\N,2,2,84,Technology Related Job,335,MD,397,63,No,No,0.59,2947,421,0,2015,2 -26,82257,0.02,0.02,4251056746,564,Yes,High School or below,Male,No,Married,55,\N,0,7,25,Technology Related Job,195,OR,400,173,No,No,0.8,1996,665,0,2015,1 -26,82257,0.02,0.02,4251056746,564,Yes,High School or below,Male,No,Married,55,\N,0,7,25,Technology Related Job,195,OR,400,173,No,No,0.8,2302,575,0,2015,2 -57,193157,0,0.02,4251031026,565,Yes,High School or below,Female,Yes,Married,113,\N,2,5,43,Technology Related Job,368,RI,97,188,No,No,0.25,5070,633,0,2015,1 -57,193157,0,0.02,4251031026,565,Yes,High School or below,Female,Yes,Married,113,\N,2,5,43,Technology Related Job,368,RI,97,188,No,No,0.25,4618,577,0,2015,2 -73,191186,0.02,0,4251063080,566,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,0,3,84,Technology Related Job,228,CO,101,48,No,No,0.46,5275,1318,0,2015,1 -73,191186,0.02,0,4251063080,566,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,0,3,84,Technology Related Job,228,CO,101,48,No,No,0.46,2299,766,0,2015,2 -35,52086,0,0,4251014847,567,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,1,0,2,Non-technology Related Job,400,DE,298,63,No,No,0.92,2691,672,0,2015,1 -35,52086,0,0,4251014847,567,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,1,0,2,Non-technology Related Job,400,DE,298,63,No,No,0.92,3835,767,0,2015,2 -51,50115,0.02,0.02,4251097474,568,Yes,Master or equivalent,Female,Yes,Single,66,\N,0,6,43,Technology Related Job,260,MS,301,173,No,Yes,0.13,2920,730,0,2015,1 -51,50115,0.02,0.02,4251097474,568,Yes,Master or equivalent,Female,Yes,Single,66,\N,0,6,43,Technology Related Job,260,MS,301,173,No,Yes,0.13,2468,617,0,2015,2 -13,161016,0,0.02,4251057104,569,Yes,PhD or equivalent,Male,No,Single,4,\N,1,3,61,Non-technology Related Job,433,MT,498,188,No,No,0.59,5422,903,0,2015,1 -13,161016,0,0.02,4251057104,569,Yes,PhD or equivalent,Male,No,Single,4,\N,1,3,61,Non-technology Related Job,433,MT,498,188,No,No,0.59,4181,1045,0,2015,2 -29,159045,0.02,0,4251042034,570,Yes,High School or below,Male,Yes,Married,11,\N,0,1,2,Technology Related Job,293,TX,1,48,No,No,0.8,4146,691,0,2015,1 -29,159045,0.02,0,4251042034,570,Yes,High School or below,Male,Yes,Married,11,\N,0,1,2,Technology Related Job,293,TX,1,48,No,No,0.8,2600,866,0,2015,2 -59,19945,0.01,0,4251090908,571,Yes,High School or below,Female,Yes,Married,69,\N,1,6,20,Non-technology Related Job,465,VT,198,63,No,No,0.25,3111,777,0,2015,1 -59,19945,0.01,0,4251090908,571,Yes,High School or below,Female,Yes,Married,69,\N,1,6,20,Non-technology Related Job,465,VT,198,63,No,No,0.25,4155,831,0,2015,2 -59,19945,0.01,0,4251090908,571,Yes,High School or below,Female,Yes,Married,69,\N,1,6,20,Non-technology Related Job,465,VT,198,63,No,No,0.25,961,480,0,2015,3 -75,17974,0.03,0.02,4251051812,572,Yes,High School or below,Female,Yes,Single,76,\N,3,4,61,Technology Related Job,325,ID,202,173,No,No,0.47,4886,698,0,2015,1 -75,17974,0.03,0.02,4251051812,572,Yes,High School or below,Female,Yes,Single,76,\N,3,4,61,Technology Related Job,325,ID,202,173,No,No,0.47,5705,713,0,2015,2 -75,17974,0.03,0.02,4251051812,572,Yes,High School or below,Female,Yes,Single,76,\N,3,4,61,Technology Related Job,325,ID,202,173,No,No,0.47,1005,1005,0,2015,3 -38,128874,0.01,0.02,4251013896,573,Yes,High School or below,Male,Yes,Single,14,\N,0,1,79,Non-technology Related Job,498,IN,398,188,Yes,No,0.92,2999,499,0,2015,1 -38,128874,0.01,0.02,4251013896,573,Yes,High School or below,Male,Yes,Single,14,\N,0,1,79,Non-technology Related Job,498,IN,398,188,Yes,No,0.92,2126,425,0,2015,2 -38,128874,0.01,0.02,4251013896,573,Yes,High School or below,Male,Yes,Single,14,\N,0,1,79,Non-technology Related Job,498,IN,398,188,Yes,No,0.92,1183,1183,0,2015,3 -54,126903,0.03,0,4251047307,574,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,3,7,19,Technology Related Job,358,NM,402,48,No,No,0.13,4966,827,0,2015,1 -54,126903,0.03,0,4251047307,574,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,3,7,19,Technology Related Job,358,NM,402,48,No,No,0.13,2852,950,0,2015,2 -16,237804,0.01,0,4251057937,575,Yes,Bachelor or equivalent,Male,Yes,Single,80,\N,0,4,38,Non-technology Related Job,30,NY,99,63,No,No,0.59,5282,880,0,2015,1 -16,237804,0.01,0,4251057937,575,Yes,Bachelor or equivalent,Male,Yes,Single,80,\N,0,4,38,Non-technology Related Job,30,NY,99,63,No,No,0.59,3501,875,0,2015,2 -32,235833,0.03,0.02,4251027791,576,Yes,Master or equivalent,Male,Yes,Married,87,\N,3,2,78,Technology Related Job,391,WI,102,173,No,No,0.8,2056,1028,0,2015,1 -32,235833,0.03,0.02,4251027791,576,Yes,Master or equivalent,Male,Yes,Married,87,\N,3,2,78,Technology Related Job,391,WI,102,173,No,No,0.8,2588,647,0,2015,2 -62,96733,0.01,0.02,4251075310,577,Yes,Master or equivalent,Female,Yes,Married,25,\N,0,0,97,Non-technology Related Job,63,AL,299,188,No,No,0.26,2004,668,0,2015,1 -62,96733,0.01,0.02,4251075310,577,Yes,Master or equivalent,Female,Yes,Married,25,\N,0,0,97,Non-technology Related Job,63,AL,299,188,No,No,0.26,2166,722,0,2015,2 -78,94762,0.03,0,4251024318,578,Yes,High School or below,Female,No,Married,33,\N,2,5,37,Technology Related Job,423,LA,302,48,No,No,0.47,3276,655,0,2015,1 -78,94762,0.03,0,4251024318,578,Yes,High School or below,Female,No,Married,33,\N,2,5,37,Technology Related Job,423,LA,302,48,No,No,0.47,3637,606,0,2015,2 -41,205663,0.02,0,4251062169,579,Yes,High School or below,Male,Yes,Married,90,\N,0,3,56,Non-technology Related Job,96,MD,499,63,No,No,0.92,5990,665,0,2015,1 -41,205663,0.02,0,4251062169,579,Yes,High School or below,Male,Yes,Married,90,\N,0,3,56,Non-technology Related Job,96,MD,499,63,No,No,0.92,1664,554,0,2015,2 -41,205663,0.02,0,4251062169,579,Yes,High School or below,Male,Yes,Married,90,\N,0,3,56,Non-technology Related Job,96,MD,499,63,No,No,0.92,327,327,0,2015,3 -56,203692,0.04,0.02,4251077492,580,Yes,High School or below,Female,Yes,Single,98,\N,2,0,96,Technology Related Job,456,OR,3,173,No,No,0.13,6370,796,0,2015,1 -56,203692,0.04,0.02,4251077492,580,Yes,High School or below,Female,Yes,Single,98,\N,2,0,96,Technology Related Job,456,OR,3,173,No,No,0.13,1213,404,0,2015,2 -19,64592,0.02,0.02,4251041880,581,Yes,High School or below,Male,Yes,Single,36,\N,3,6,15,Non-technology Related Job,128,PA,200,188,No,Yes,0.59,3410,426,0,2015,1 -19,64592,0.02,0.02,4251041880,581,Yes,High School or below,Male,Yes,Single,36,\N,3,6,15,Non-technology Related Job,128,PA,200,188,No,Yes,0.59,7414,823,0,2015,2 -19,64592,0.02,0.02,4251041880,581,Yes,High School or below,Male,Yes,Single,36,\N,3,6,15,Non-technology Related Job,128,PA,200,188,No,Yes,0.59,254,254,0,2015,3 -35,62621,0.04,0,4251022468,582,Yes,Bachelor or equivalent,Male,Yes,Married,43,\N,2,3,55,Technology Related Job,488,CA,203,48,No,No,0.8,6079,552,0,2015,1 -35,62621,0.04,0,4251022468,582,Yes,Bachelor or equivalent,Male,Yes,Married,43,\N,2,3,55,Technology Related Job,488,CA,203,48,No,No,0.8,3484,871,0,2015,2 -65,173521,0.02,0,4251075966,583,Yes,Bachelor or equivalent,Female,No,Married,101,\N,3,1,74,Non-technology Related Job,161,CT,400,63,No,No,0.26,4836,806,0,2015,1 -65,173521,0.02,0,4251075966,583,Yes,Bachelor or equivalent,Female,No,Married,101,\N,3,1,74,Non-technology Related Job,161,CT,400,63,No,No,0.26,2609,652,0,2015,2 -13,171550,0.04,0.02,4251010448,584,Yes,Master or equivalent,Male,Yes,Married,109,\N,2,6,14,Technology Related Job,21,MS,403,173,No,No,0.47,2167,722,0,2015,1 -13,171550,0.04,0.02,4251010448,584,Yes,Master or equivalent,Male,Yes,Married,109,\N,2,6,14,Technology Related Job,21,MS,403,173,No,No,0.47,2008,502,0,2015,2 -43,32451,0.02,0.02,4251081904,585,Yes,Master or equivalent,Female,Yes,Married,47,\N,3,4,33,Non-technology Related Job,193,MT,100,188,No,No,0.92,3619,904,0,2015,1 -43,32451,0.02,0.02,4251081904,585,Yes,Master or equivalent,Female,Yes,Married,47,\N,3,4,33,Non-technology Related Job,193,MT,100,188,No,No,0.92,4401,628,0,2015,2 -59,30480,0.04,0,4251038529,586,Yes,High School or below,Female,Yes,Single,54,\N,1,1,73,Technology Related Job,53,TX,104,48,No,No,0.14,6710,1118,0,2015,1 -59,30480,0.04,0,4251038529,586,Yes,High School or below,Female,Yes,Single,54,\N,1,1,73,Technology Related Job,53,TX,104,48,No,No,0.14,5297,756,0,2015,2 -22,141380,0.03,0,4251035297,587,Yes,High School or below,Male,Yes,Single,112,\N,3,7,92,Non-technology Related Job,226,UT,301,63,No,No,0.59,3884,971,0,2015,1 -22,141380,0.03,0,4251035297,587,Yes,High School or below,Male,Yes,Single,112,\N,3,7,92,Non-technology Related Job,226,UT,301,63,No,No,0.59,3208,641,0,2015,2 -37,139409,0.05,0.02,4251093918,588,Yes,High School or below,Male,Yes,Married,119,\N,1,4,32,Technology Related Job,86,HI,304,173,No,No,0.8,3271,654,1,2015,1 -37,139409,0.05,0.02,4251093918,588,Yes,High School or below,Male,Yes,Married,119,\N,1,4,32,Technology Related Job,86,HI,304,173,No,No,0.8,3588,717,1,2015,2 -68,309,0.03,0.02,4251059742,589,Yes,High School or below,Female,Yes,Single,57,\N,2,2,50,Non-technology Related Job,258,IL,1,188,No,No,0.26,4173,695,0,2015,1 -68,309,0.03,0.02,4251059742,589,Yes,High School or below,Female,Yes,Single,57,\N,2,2,50,Non-technology Related Job,258,IL,1,188,No,No,0.26,3652,913,0,2015,2 -16,248338,0.05,0,4251056521,590,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,1,7,91,Technology Related Job,118,NJ,4,48,No,Yes,0.47,3275,818,0,2015,1 -16,248338,0.05,0,4251056521,590,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,1,7,91,Technology Related Job,118,NJ,4,48,No,Yes,0.47,759,379,0,2015,2 -46,109239,0.03,0,4251030592,591,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,2,5,9,Non-technology Related Job,291,NY,201,63,No,No,0.93,6104,872,0,2015,1 -46,109239,0.03,0,4251030592,591,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,2,5,9,Non-technology Related Job,291,NY,201,63,No,No,0.93,3522,1174,0,2015,2 -46,109239,0.03,0,4251030592,591,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,2,5,9,Non-technology Related Job,291,NY,201,63,No,No,0.93,529,529,0,2015,3 -62,107268,0.05,0.02,4251023191,592,Yes,Bachelor or equivalent,Female,No,Single,10,\N,0,2,50,Technology Related Job,151,WI,205,173,No,No,0.14,2936,587,0,2015,1 -62,107268,0.05,0.02,4251023191,592,Yes,Bachelor or equivalent,Female,No,Single,10,\N,0,2,50,Technology Related Job,151,WI,205,173,No,No,0.14,2904,580,0,2015,2 -24,218168,0.03,0.02,4251064528,593,Yes,Master or equivalent,Male,Yes,Single,68,\N,2,0,68,Non-technology Related Job,323,WY,402,188,No,No,0.59,1577,525,0,2015,1 -24,218168,0.03,0.02,4251064528,593,Yes,Master or equivalent,Male,Yes,Single,68,\N,2,0,68,Non-technology Related Job,323,WY,402,188,No,No,0.59,1886,628,0,2015,2 -40,216197,0.06,0,4251081082,594,Yes,PhD or equivalent,Male,Yes,Single,76,\N,0,6,9,Technology Related Job,184,KY,405,48,No,No,0.8,3435,687,0,2015,1 -40,216197,0.06,0,4251081082,594,Yes,PhD or equivalent,Male,Yes,Single,76,\N,0,6,9,Technology Related Job,184,KY,405,48,No,No,0.8,2724,908,0,2015,2 -71,77097,0.04,0,4251037105,595,Yes,High School or below,Female,Yes,Single,14,\N,1,3,27,Non-technology Related Job,356,ME,102,63,No,No,0.26,4956,826,0,2015,1 -71,77097,0.04,0,4251037105,595,Yes,High School or below,Female,Yes,Single,14,\N,1,3,27,Non-technology Related Job,356,ME,102,63,No,No,0.26,6905,690,0,2015,2 -19,75126,0.06,0.02,4251087707,596,Yes,High School or below,Male,Yes,Married,21,\N,0,1,68,Technology Related Job,216,OK,105,173,No,No,0.47,1930,386,1,2015,1 -19,75126,0.06,0.02,4251087707,596,Yes,High School or below,Male,Yes,Married,21,\N,0,1,68,Technology Related Job,216,OK,105,173,No,No,0.47,3797,632,1,2015,2 -49,186027,0.04,0.02,4251080076,597,Yes,High School or below,Female,No,Married,79,\N,1,6,86,Non-technology Related Job,389,PA,302,188,No,No,0.93,2057,342,0,2015,1 -49,186027,0.04,0.02,4251080076,597,Yes,High School or below,Female,No,Married,79,\N,1,6,86,Non-technology Related Job,389,PA,302,188,No,No,0.93,3854,770,0,2015,2 -65,184056,0.06,0,4251045583,598,Yes,High School or below,Female,No,Single,86,\N,0,4,27,Technology Related Job,249,CA,305,48,Yes,No,0.14,3866,966,0,2015,1 -65,184056,0.06,0,4251045583,598,Yes,High School or below,Female,No,Single,86,\N,0,4,27,Technology Related Job,249,CA,305,48,Yes,No,0.14,3316,829,0,2015,2 -27,44956,0.04,0,4251100289,599,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,1,1,45,Non-technology Related Job,421,CO,2,63,No,No,0.59,3685,614,0,2015,1 -27,44956,0.04,0,4251100289,599,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,1,1,45,Non-technology Related Job,421,CO,2,63,No,No,0.59,6434,804,0,2015,2 -43,42985,0.06,0.02,4251057648,600,Yes,Bachelor or equivalent,Male,Yes,Single,32,\N,3,7,86,Technology Related Job,281,MN,6,173,No,No,0.8,3011,752,0,2015,1 -43,42985,0.06,0.02,4251057648,600,Yes,Bachelor or equivalent,Male,Yes,Single,32,\N,3,7,86,Technology Related Job,281,MN,6,173,No,No,0.8,2043,681,0,2015,2 -73,153886,0.04,0.02,4251048755,601,Yes,Bachelor or equivalent,Female,Yes,Single,90,\N,1,4,4,Non-technology Related Job,454,MO,203,188,No,No,0.26,4664,518,0,2015,1 -73,153886,0.04,0.02,4251048755,601,Yes,Bachelor or equivalent,Female,Yes,Single,90,\N,1,4,4,Non-technology Related Job,454,MO,203,188,No,No,0.26,3285,657,0,2015,2 -21,151915,0.07,0,4251091395,602,Yes,Master or equivalent,Male,Yes,Married,97,\N,3,2,44,Technology Related Job,314,TN,206,48,No,No,0.47,1948,974,0,2015,1 -21,151915,0.07,0,4251091395,602,Yes,Master or equivalent,Male,Yes,Married,97,\N,3,2,44,Technology Related Job,314,TN,206,48,No,No,0.47,3488,872,0,2015,2 -21,151915,0.07,0,4251091395,602,Yes,Master or equivalent,Male,Yes,Married,97,\N,3,2,44,Technology Related Job,314,TN,206,48,No,No,0.47,1110,1110,0,2015,3 -52,12815,0.05,0,4251082252,603,Yes,PhD or equivalent,Female,Yes,Married,35,\N,0,7,63,Non-technology Related Job,486,UT,403,63,No,Yes,0.93,3039,759,0,2015,1 -52,12815,0.05,0,4251082252,603,Yes,PhD or equivalent,Female,Yes,Married,35,\N,0,7,63,Non-technology Related Job,486,UT,403,63,No,Yes,0.93,2964,592,0,2015,2 -68,10844,0.07,0.02,4251074040,604,No,High School or below,Female,Yes,Married,43,\N,3,5,3,Technology Related Job,346,HI,406,173,No,No,0.14,3571,892,0,2015,1 -68,10844,0.07,0.02,4251074040,604,No,High School or below,Female,Yes,Married,43,\N,3,5,3,Technology Related Job,346,HI,406,173,No,No,0.14,5279,879,0,2015,2 -30,121744,0.05,0.02,4251010745,605,Yes,High School or below,Male,Yes,Married,100,\N,0,3,22,Non-technology Related Job,19,ID,103,188,No,No,0.6,5472,547,0,2015,1 -30,121744,0.05,0.02,4251010745,605,Yes,High School or below,Male,Yes,Married,100,\N,0,3,22,Non-technology Related Job,19,ID,103,188,No,No,0.6,7564,945,0,2015,2 -46,119773,0.07,0,4251072528,606,Yes,High School or below,Male,No,Single,108,\N,3,0,62,Technology Related Job,379,NH,107,48,No,No,0.81,3706,529,0,2015,1 -46,119773,0.07,0,4251072528,606,Yes,High School or below,Male,No,Single,108,\N,3,0,62,Technology Related Job,379,NH,107,48,No,No,0.81,6652,739,0,2015,2 -76,230674,0.05,0,4251041018,607,Yes,High School or below,Female,Yes,Single,46,\N,0,6,81,Non-technology Related Job,51,NM,304,63,No,No,0.26,4451,890,0,2015,1 -76,230674,0.05,0,4251041018,607,Yes,High School or below,Female,Yes,Single,46,\N,0,6,81,Non-technology Related Job,51,NM,304,63,No,No,0.26,3612,516,0,2015,2 -24,228703,0.07,0.02,4251071652,608,Yes,Bachelor or equivalent,Male,Yes,Married,53,\N,2,3,21,Technology Related Job,412,WV,307,173,No,No,0.47,2514,628,1,2015,1 -24,228703,0.07,0.02,4251071652,608,Yes,Bachelor or equivalent,Male,Yes,Married,53,\N,2,3,21,Technology Related Job,412,WV,307,173,No,No,0.47,4160,832,1,2015,2 -24,228703,0.07,0.02,4251071652,608,Yes,Bachelor or equivalent,Male,Yes,Married,53,\N,2,3,21,Technology Related Job,412,WV,307,173,No,No,0.47,531,531,1,2015,3 -54,89603,0.06,0.02,4251044217,609,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,0,1,40,Non-technology Related Job,84,WY,4,187,No,No,0.93,3362,672,0,2015,1 -54,89603,0.06,0.02,4251044217,609,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,0,1,40,Non-technology Related Job,84,WY,4,187,No,No,0.93,6519,931,0,2015,2 -70,87632,0,0,4251035184,610,Yes,Master or equivalent,Female,Yes,Married,119,\N,2,6,80,Technology Related Job,444,KY,7,47,No,No,0.14,3255,651,0,2015,1 -70,87632,0,0,4251035184,610,Yes,Master or equivalent,Female,Yes,Married,119,\N,2,6,80,Technology Related Job,444,KY,7,47,No,No,0.14,4727,675,0,2015,2 -33,198532,0.06,0,4251029987,611,Yes,Master or equivalent,Male,No,Married,57,\N,3,4,99,Non-technology Related Job,116,LA,204,62,No,No,0.6,4451,741,0,2015,1 -33,198532,0.06,0,4251029987,611,Yes,Master or equivalent,Male,No,Married,57,\N,3,4,99,Non-technology Related Job,116,LA,204,62,No,No,0.6,3182,454,0,2015,2 -49,196561,0,0.02,4251066071,612,Yes,High School or below,Female,No,Single,64,\N,2,1,39,Technology Related Job,477,OH,208,172,No,Yes,0.81,3506,584,0,2015,1 -49,196561,0,0.02,4251066071,612,Yes,High School or below,Female,No,Single,64,\N,2,1,39,Technology Related Job,477,OH,208,172,No,Yes,0.81,3319,663,0,2015,2 -79,57462,0.06,0.02,4251061733,613,Yes,High School or below,Female,Yes,Single,2,\N,3,7,58,Non-technology Related Job,149,OR,405,187,No,No,0.26,2971,742,0,2015,1 -79,57462,0.06,0.02,4251061733,613,Yes,High School or below,Female,Yes,Single,2,\N,3,7,58,Non-technology Related Job,149,OR,405,187,No,No,0.26,236,118,0,2015,2 -27,55491,0,0,4251094858,614,Yes,High School or below,Male,Yes,Single,9,\N,1,4,98,Technology Related Job,9,AR,408,47,No,No,0.47,5315,759,0,2015,1 -27,55491,0,0,4251094858,614,Yes,High School or below,Male,Yes,Single,9,\N,1,4,98,Technology Related Job,9,AR,408,47,No,No,0.47,4548,758,0,2015,2 -57,166391,0.06,0,4251063369,615,Yes,High School or below,Female,Yes,Single,67,\N,3,2,17,Non-technology Related Job,182,CO,105,62,No,No,0.93,1176,392,0,2015,1 -57,166391,0.06,0,4251063369,615,Yes,High School or below,Female,Yes,Single,67,\N,3,2,17,Non-technology Related Job,182,CO,105,62,No,No,0.93,1585,528,0,2015,2 -73,164420,0,0.02,4251039888,616,Yes,Bachelor or equivalent,Female,Yes,Married,75,\N,1,7,57,Technology Related Job,42,MN,108,172,No,No,0.14,5752,1150,0,2015,1 -73,164420,0,0.02,4251039888,616,Yes,Bachelor or equivalent,Female,Yes,Married,75,\N,1,7,57,Technology Related Job,42,MN,108,172,No,No,0.14,1415,707,0,2015,2 -73,164420,0,0.02,4251039888,616,Yes,Bachelor or equivalent,Female,Yes,Married,75,\N,1,7,57,Technology Related Job,42,MN,108,172,No,No,0.14,751,751,0,2015,3 -36,25321,0.07,0.02,4251050329,617,Yes,Bachelor or equivalent,Male,No,Married,13,\N,2,5,75,Non-technology Related Job,214,MO,305,187,No,No,0.6,1292,646,0,2015,1 -36,25321,0.07,0.02,4251050329,617,Yes,Bachelor or equivalent,Male,No,Married,13,\N,2,5,75,Non-technology Related Job,214,MO,305,187,No,No,0.6,2111,703,0,2015,2 -51,23350,0.01,0,4251073718,618,Yes,Master or equivalent,Female,Yes,Single,20,\N,1,2,16,Technology Related Job,74,SD,309,47,No,No,0.81,3146,524,0,2015,1 -51,23350,0.01,0,4251073718,618,Yes,Master or equivalent,Female,Yes,Single,20,\N,1,2,16,Technology Related Job,74,SD,309,47,No,No,0.81,6189,884,0,2015,2 -14,134250,0.07,0,4251074393,619,Yes,Master or equivalent,Male,Yes,Married,78,\N,2,0,34,Non-technology Related Job,247,TX,5,62,No,No,0.26,4159,831,1,2015,1 -14,134250,0.07,0,4251074393,619,Yes,Master or equivalent,Male,Yes,Married,78,\N,2,0,34,Non-technology Related Job,247,TX,5,62,No,No,0.26,2005,501,1,2015,2 -30,132279,0.01,0.02,4251078272,620,Yes,High School or below,Male,Yes,Single,86,\N,1,5,75,Technology Related Job,107,GA,9,172,Yes,No,0.48,929,464,0,2015,1 -30,132279,0.01,0.02,4251078272,620,Yes,High School or below,Male,Yes,Single,86,\N,1,5,75,Technology Related Job,107,GA,9,172,Yes,No,0.48,6212,887,0,2015,2 -60,243179,0.07,0.02,4251025968,621,Yes,High School or below,Female,Yes,Single,24,\N,2,3,93,Non-technology Related Job,279,ID,206,187,No,No,0.93,479,479,0,2015,1 -60,243179,0.07,0.02,4251025968,621,Yes,High School or below,Female,Yes,Single,24,\N,2,3,93,Non-technology Related Job,279,ID,206,187,No,No,0.93,4532,647,0,2015,2 -76,241208,0.01,0,4251098732,622,Yes,High School or below,Female,Yes,Married,31,\N,0,1,34,Technology Related Job,139,NH,209,47,No,No,0.14,7344,816,0,2015,1 -76,241208,0.01,0,4251098732,622,Yes,High School or below,Female,Yes,Married,31,\N,0,1,34,Technology Related Job,139,NH,209,47,No,No,0.14,5187,864,0,2015,2 -38,102109,0.07,0,4251016903,623,Yes,High School or below,Male,Yes,Married,89,\N,2,6,52,Non-technology Related Job,312,NM,406,62,No,No,0.6,6733,841,0,2015,1 -38,102109,0.07,0,4251016903,623,Yes,High School or below,Male,Yes,Married,89,\N,2,6,52,Non-technology Related Job,312,NM,406,62,No,No,0.6,4088,681,0,2015,2 -54,100138,0.01,0.01,4251029701,624,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,0,4,93,Technology Related Job,172,WA,409,172,No,No,0.81,2889,577,0,2015,1 -54,100138,0.01,0.01,4251029701,624,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,0,4,93,Technology Related Job,172,WA,409,172,No,No,0.81,2815,563,0,2015,2 -54,100138,0.01,0.01,4251029701,624,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,0,4,93,Technology Related Job,172,WA,409,172,No,No,0.81,671,671,0,2015,3 -17,211038,0,0.02,4251076075,625,Yes,Bachelor or equivalent,Male,No,Married,34,\N,1,1,11,Non-technology Related Job,344,WI,106,187,No,Yes,0.27,4193,698,0,2015,1 -17,211038,0,0.02,4251076075,625,Yes,Bachelor or equivalent,Male,No,Married,34,\N,1,1,11,Non-technology Related Job,344,WI,106,187,No,Yes,0.27,2043,1021,0,2015,2 -32,209067,0.02,0.03,4251042632,626,Yes,Bachelor or equivalent,Male,No,Single,42,\N,0,7,52,Technology Related Job,205,KS,110,47,No,No,0.48,2809,936,1,2015,1 -32,209067,0.02,0.03,4251042632,626,Yes,Bachelor or equivalent,Male,No,Single,42,\N,0,7,52,Technology Related Job,205,KS,110,47,No,No,0.48,5255,875,1,2015,2 -63,69967,0,0,4251064917,627,Yes,Master or equivalent,Female,Yes,Single,100,\N,1,4,70,Non-technology Related Job,377,LA,307,62,No,No,0.93,7764,776,0,2015,1 -63,69967,0,0,4251064917,627,Yes,Master or equivalent,Female,Yes,Single,100,\N,1,4,70,Non-technology Related Job,377,LA,307,62,No,No,0.93,2240,746,0,2015,2 -79,67996,0.02,0.01,4251047870,628,Yes,High School or below,Female,Yes,Married,107,\N,0,2,11,Technology Related Job,237,OH,310,172,No,No,0.14,5094,727,0,2015,1 -79,67996,0.02,0.01,4251047870,628,Yes,High School or below,Female,Yes,Married,107,\N,0,2,11,Technology Related Job,237,OH,310,172,No,No,0.14,1128,376,0,2015,2 -79,67996,0.02,0.01,4251047870,628,Yes,High School or below,Female,Yes,Married,107,\N,0,2,11,Technology Related Job,237,OH,310,172,No,No,0.14,567,567,0,2015,3 -41,178897,0,0.02,4251060421,629,Yes,High School or below,Male,Yes,Single,45,\N,1,7,29,Non-technology Related Job,409,OR,7,187,No,No,0.6,6557,819,0,2015,1 -41,178897,0,0.02,4251060421,629,Yes,High School or below,Male,Yes,Single,45,\N,1,7,29,Non-technology Related Job,409,OR,7,187,No,No,0.6,5060,843,0,2015,2 -57,176926,0.02,0.03,4251029732,630,Yes,High School or below,Female,Yes,Married,53,\N,3,5,69,Non-technology Related Job,270,AZ,10,47,No,No,0.81,936,468,0,2015,1 -57,176926,0.02,0.03,4251029732,630,Yes,High School or below,Female,Yes,Married,53,\N,3,5,69,Non-technology Related Job,270,AZ,10,47,No,No,0.81,4117,1029,0,2015,2 -19,37826,0,0,4251063109,631,Yes,High School or below,Male,No,Married,110,\N,1,2,88,Non-technology Related Job,442,CA,207,62,No,No,0.27,6074,759,0,2015,1 -19,37826,0,0,4251063109,631,Yes,High School or below,Male,No,Married,110,\N,1,2,88,Non-technology Related Job,442,CA,207,62,No,No,0.27,4796,685,0,2015,2 -35,35855,0.02,0.01,4251080887,632,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,3,0,28,Non-technology Related Job,302,MI,211,172,No,Yes,0.48,3752,750,0,2015,1 -35,35855,0.02,0.01,4251080887,632,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,3,0,28,Non-technology Related Job,302,MI,211,172,No,Yes,0.48,925,462,0,2015,2 -66,146755,0.01,0.02,4251085740,633,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,0,6,47,Non-technology Related Job,475,MS,408,187,No,No,0.93,6121,680,0,2015,1 -66,146755,0.01,0.02,4251085740,633,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,0,6,47,Non-technology Related Job,475,MS,408,187,No,No,0.93,1384,692,0,2015,2 -14,144784,0.03,0.03,4251063117,634,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,3,3,87,Non-technology Related Job,335,SD,411,47,No,No,0.15,444,444,1,2015,1 -14,144784,0.03,0.03,4251063117,634,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,3,3,87,Non-technology Related Job,335,SD,411,47,No,No,0.15,1916,638,1,2015,2 -44,5685,0.01,0,4251071628,635,Yes,Bachelor or equivalent,Male,Yes,Single,1,\N,0,1,6,Non-technology Related Job,7,TX,108,62,No,No,0.6,1833,611,0,2015,1 -44,5685,0.01,0,4251071628,635,Yes,Bachelor or equivalent,Male,Yes,Single,1,\N,0,1,6,Non-technology Related Job,7,TX,108,62,No,No,0.6,1112,278,0,2015,2 -44,5685,0.01,0,4251071628,635,Yes,Bachelor or equivalent,Male,Yes,Single,1,\N,0,1,6,Non-technology Related Job,7,TX,108,62,No,No,0.6,1267,1267,0,2015,3 -60,3714,0.03,0.01,4251097304,636,Yes,PhD or equivalent,Female,Yes,Married,9,\N,2,6,46,Non-technology Related Job,367,FL,111,172,No,No,0.81,1690,563,0,2015,1 -60,3714,0.03,0.01,4251097304,636,Yes,PhD or equivalent,Female,Yes,Married,9,\N,2,6,46,Non-technology Related Job,367,FL,111,172,No,No,0.81,3949,564,0,2015,2 -22,114614,0.01,0.02,4251017954,637,Yes,High School or below,Male,Yes,Married,67,\N,0,4,65,Non-technology Related Job,40,HI,308,187,Yes,No,0.27,3257,814,1,2015,1 -22,114614,0.01,0.02,4251017954,637,Yes,High School or below,Male,Yes,Married,67,\N,0,4,65,Non-technology Related Job,40,HI,308,187,Yes,No,0.27,2997,599,1,2015,2 -38,112643,0.03,0.03,4251043106,638,Yes,High School or below,Male,Yes,Single,74,\N,2,1,5,Non-technology Related Job,400,NV,312,47,No,No,0.48,4932,704,1,2015,1 -38,112643,0.03,0.03,4251043106,638,Yes,High School or below,Male,Yes,Single,74,\N,2,1,5,Non-technology Related Job,400,NV,312,47,No,No,0.48,4304,717,1,2015,2 -68,223544,0.01,0,4251080416,639,Yes,High School or below,Female,Yes,Single,12,\N,3,7,24,Non-technology Related Job,72,NJ,9,62,No,No,0.94,556,278,0,2015,1 -68,223544,0.01,0,4251080416,639,Yes,High School or below,Female,Yes,Single,12,\N,3,7,24,Non-technology Related Job,72,NJ,9,62,No,No,0.94,5694,632,0,2015,2 -16,221573,0.03,0.01,4251060300,640,Yes,High School or below,Female,No,Single,19,\N,2,4,64,Non-technology Related Job,432,WA,12,172,No,No,0.15,4970,828,0,2015,1 -16,221573,0.03,0.01,4251060300,640,Yes,High School or below,Female,No,Single,19,\N,2,4,64,Non-technology Related Job,432,WA,12,172,No,No,0.15,3024,1008,0,2015,2 -16,221573,0.03,0.01,4251060300,640,Yes,High School or below,Female,No,Single,19,\N,2,4,64,Non-technology Related Job,432,WA,12,172,No,No,0.15,304,304,0,2015,3 -47,82473,0.02,0.02,4251022825,641,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,3,2,83,Non-technology Related Job,105,WI,209,187,No,No,0.6,3760,940,0,2015,1 -47,82473,0.02,0.02,4251022825,641,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,3,2,83,Non-technology Related Job,105,WI,209,187,No,No,0.6,3954,564,0,2015,2 -63,80502,0.04,0.03,4251026775,642,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,2,7,23,Non-technology Related Job,465,IA,212,47,No,No,0.81,5606,700,0,2015,1 -63,80502,0.04,0.03,4251026775,642,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,2,7,23,Non-technology Related Job,465,IA,212,47,No,No,0.81,5425,904,0,2015,2 -25,191402,0.02,0,4251043817,643,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,3,5,42,Non-technology Related Job,137,KY,409,62,No,No,0.27,5652,807,0,2015,1 -25,191402,0.02,0,4251043817,643,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,3,5,42,Non-technology Related Job,137,KY,409,62,No,No,0.27,2809,936,0,2015,2 -25,191402,0.02,0,4251043817,643,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,3,5,42,Non-technology Related Job,137,KY,409,62,No,No,0.27,1260,1260,0,2015,3 -41,189431,0.04,0.01,4251024073,644,Yes,Master or equivalent,Male,Yes,Single,30,\N,1,2,82,Non-technology Related Job,498,ND,412,172,No,No,0.48,3309,827,0,2015,1 -41,189431,0.04,0.01,4251024073,644,Yes,Master or equivalent,Male,Yes,Single,30,\N,1,2,82,Non-technology Related Job,498,ND,412,172,No,No,0.48,3757,1252,0,2015,2 -71,50332,0.02,0.02,4251064246,645,Yes,PhD or equivalent,Female,No,Married,88,\N,3,0,1,Non-technology Related Job,170,OK,109,187,No,No,0.94,7989,998,1,2015,1 -19,48361,0.04,0.03,4251036277,646,Yes,High School or below,Male,Yes,Single,96,\N,1,5,41,Non-technology Related Job,30,AZ,113,47,No,No,0.15,2272,757,0,2015,1 -19,48361,0.04,0.03,4251036277,646,Yes,High School or below,Male,Yes,Single,96,\N,1,5,41,Non-technology Related Job,30,AZ,113,47,No,No,0.15,4256,1064,0,2015,2 -50,159261,0.02,0,4251040191,647,Yes,High School or below,Female,Yes,Single,34,\N,2,3,59,Non-technology Related Job,202,CA,310,62,No,Yes,0.6,7419,1059,0,2015,1 -50,159261,0.02,0,4251040191,647,Yes,High School or below,Female,Yes,Single,34,\N,2,3,59,Non-technology Related Job,202,CA,310,62,No,Yes,0.6,4195,699,0,2015,2 -65,157290,0.04,0.01,4251048165,648,Yes,High School or below,Female,Yes,Married,41,\N,1,0,0,Non-technology Related Job,63,MA,313,172,No,No,0.82,1971,985,0,2015,1 -65,157290,0.04,0.01,4251048165,648,Yes,High School or below,Female,Yes,Married,41,\N,1,0,0,Non-technology Related Job,63,MA,313,172,No,No,0.82,1652,550,0,2015,2 -28,18190,0.03,0.02,4251072153,649,Yes,High School or below,Male,Yes,Married,99,\N,2,6,18,Non-technology Related Job,235,MN,10,187,No,No,0.27,6928,866,0,2015,1 -28,18190,0.03,0.02,4251072153,649,Yes,High School or below,Male,Yes,Married,99,\N,2,6,18,Non-technology Related Job,235,MN,10,187,No,No,0.27,2904,726,0,2015,2 -44,16219,0.05,0.03,4251073336,650,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,1,3,59,Non-technology Related Job,95,SC,13,47,No,No,0.48,4150,830,0,2015,1 -44,16219,0.05,0.03,4251073336,650,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,1,3,59,Non-technology Related Job,95,SC,13,47,No,No,0.48,4397,549,0,2015,2 -44,16219,0.05,0.03,4251073336,650,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,1,3,59,Non-technology Related Job,95,SC,13,47,No,No,0.48,1467,733,0,2015,3 -74,127120,0.03,0,4251053269,651,Yes,Bachelor or equivalent,Female,Yes,Married,44,\N,2,1,77,Non-technology Related Job,268,TN,210,62,No,No,0.94,5088,848,0,2015,1 -74,127120,0.03,0,4251053269,651,Yes,Bachelor or equivalent,Female,Yes,Married,44,\N,2,1,77,Non-technology Related Job,268,TN,210,62,No,No,0.94,3000,1000,0,2015,2 -22,125149,0.05,0.01,4251089090,652,Yes,Master or equivalent,Male,Yes,Single,52,\N,0,7,18,Non-technology Related Job,128,FL,214,172,No,No,0.15,4034,806,0,2015,1 -22,125149,0.05,0.01,4251089090,652,Yes,Master or equivalent,Male,Yes,Single,52,\N,0,7,18,Non-technology Related Job,128,FL,214,172,No,No,0.15,2425,606,0,2015,2 -52,236049,0.03,0.02,4251054102,653,No,Master or equivalent,Female,Yes,Single,110,\N,1,4,36,Others,300,HI,411,187,No,No,0.61,2706,902,0,2015,1 -52,236049,0.03,0.02,4251054102,653,No,Master or equivalent,Female,Yes,Single,110,\N,1,4,36,Others,300,HI,411,187,No,No,0.61,2760,460,0,2015,2 -68,234078,0.05,0.03,4251041026,654,Yes,High School or below,Female,No,Married,117,\N,0,2,77,Non-technology Related Job,160,NV,414,47,No,Yes,0.82,4294,858,0,2015,1 -68,234078,0.05,0.03,4251041026,654,Yes,High School or below,Female,No,Married,117,\N,0,2,77,Non-technology Related Job,160,NV,414,47,No,Yes,0.82,3915,489,0,2015,2 -31,94979,0.03,0,4251026960,655,Yes,High School or below,Male,Yes,Single,55,\N,1,7,95,Others,333,NH,111,62,No,No,0.27,3637,606,1,2015,1 -31,94979,0.03,0,4251026960,655,Yes,High School or below,Male,Yes,Single,55,\N,1,7,95,Others,333,NH,111,62,No,No,0.27,2752,917,1,2015,2 -31,94979,0.03,0,4251026960,655,Yes,High School or below,Male,Yes,Single,55,\N,1,7,95,Others,333,NH,111,62,No,No,0.27,1029,1029,1,2015,3 -46,93007,0.05,0.01,4251070298,656,Yes,High School or below,Male,Yes,Married,63,\N,0,5,36,Non-technology Related Job,193,VA,114,172,No,No,0.48,4402,628,0,2015,1 -46,93007,0.05,0.01,4251070298,656,Yes,High School or below,Male,Yes,Married,63,\N,0,5,36,Non-technology Related Job,193,VA,114,172,No,No,0.48,4426,553,0,2015,2 -77,203908,0.04,0.02,4251071964,657,Yes,High School or below,Female,Yes,Married,0,\N,1,2,54,Others,365,WV,311,187,No,No,0.94,5819,969,0,2015,1 -77,203908,0.04,0.02,4251071964,657,Yes,High School or below,Female,Yes,Married,0,\N,1,2,54,Others,365,WV,311,187,No,No,0.94,4540,648,0,2015,2 -25,201937,0.06,0.03,4251089034,658,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,3,0,95,Non-technology Related Job,225,IA,315,47,No,No,0.15,3013,376,0,2015,1 -25,201937,0.06,0.03,4251089034,658,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,3,0,95,Non-technology Related Job,225,IA,315,47,No,No,0.15,2896,579,0,2015,2 -55,62837,0.04,0,4251093344,659,Yes,Bachelor or equivalent,Female,No,Single,66,\N,1,5,13,Others,398,KY,12,62,No,No,0.61,3547,591,0,2015,1 -55,62837,0.04,0,4251093344,659,Yes,Bachelor or equivalent,Female,No,Single,66,\N,1,5,13,Others,398,KY,12,62,No,No,0.61,5849,649,0,2015,2 -71,60866,0.06,0.01,4251092240,660,Yes,Master or equivalent,Female,Yes,Single,73,\N,3,3,53,Non-technology Related Job,258,ND,15,172,No,No,0.82,4059,811,0,2015,1 -71,60866,0.06,0.01,4251092240,660,Yes,Master or equivalent,Female,Yes,Single,73,\N,3,3,53,Non-technology Related Job,258,ND,15,172,No,No,0.82,2191,730,0,2015,2 -33,171767,0.04,0.02,4251089651,661,Yes,Master or equivalent,Male,Yes,Single,11,\N,0,0,72,Others,430,OH,212,187,No,No,0.27,6150,683,0,2015,1 -33,171767,0.04,0.02,4251089651,661,Yes,Master or equivalent,Male,Yes,Single,11,\N,0,0,72,Others,430,OH,212,187,No,No,0.27,6349,793,0,2015,2 -33,171767,0.04,0.02,4251089651,661,Yes,Master or equivalent,Male,Yes,Single,11,\N,0,0,72,Others,430,OH,212,187,No,No,0.27,620,620,0,2015,3 -49,169796,0.06,0.03,4251019660,662,Yes,High School or below,Male,Yes,Married,19,\N,3,6,12,Non-technology Related Job,291,AK,215,47,Yes,No,0.48,3896,974,0,2015,1 -49,169796,0.06,0.03,4251019660,662,Yes,High School or below,Male,Yes,Married,19,\N,3,6,12,Non-technology Related Job,291,AK,215,47,Yes,No,0.48,3301,660,0,2015,2 -12,30696,0.04,0,4251081022,663,Yes,High School or below,Female,Yes,Married,77,\N,0,4,31,Others,463,AR,412,62,No,No,0.94,4985,997,0,2015,1 -12,30696,0.04,0,4251081022,663,Yes,High School or below,Female,Yes,Married,77,\N,0,4,31,Others,463,AR,412,62,No,No,0.94,3104,1034,0,2015,2 -28,28725,0.06,0.01,4251010351,664,Yes,High School or below,Male,Yes,Single,84,\N,3,1,71,Non-technology Related Job,323,MA,416,172,No,No,0.15,2625,656,0,2015,1 -28,28725,0.06,0.01,4251010351,664,Yes,High School or below,Male,Yes,Single,84,\N,3,1,71,Non-technology Related Job,323,MA,416,172,No,No,0.15,4740,592,0,2015,2 -28,28725,0.06,0.01,4251010351,664,Yes,High School or below,Male,Yes,Single,84,\N,3,1,71,Non-technology Related Job,323,MA,416,172,No,No,0.15,1111,1111,0,2015,3 -58,139625,0.05,0.02,4251011112,665,Yes,High School or below,Female,Yes,Married,22,\N,0,7,90,Others,495,MN,113,187,No,No,0.61,4380,730,0,2015,1 -58,139625,0.05,0.02,4251011112,665,Yes,High School or below,Female,Yes,Married,22,\N,0,7,90,Others,495,MN,113,187,No,No,0.61,3402,850,0,2015,2 -74,137654,0.07,0.03,4251069955,666,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,4,30,Non-technology Related Job,356,SC,116,47,No,No,0.82,2132,426,0,2015,1 -74,137654,0.07,0.03,4251069955,666,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,4,30,Non-technology Related Job,356,SC,116,47,No,No,0.82,5931,988,0,2015,2 -36,248555,0.05,0,4251038143,667,Yes,Bachelor or equivalent,Male,Yes,Single,87,\N,0,2,49,Others,28,SD,313,62,No,No,0.28,1899,949,0,2015,1 -36,248555,0.05,0,4251038143,667,Yes,Bachelor or equivalent,Male,Yes,Single,87,\N,0,2,49,Others,28,SD,313,62,No,No,0.28,3555,711,0,2015,2 -52,246584,0.07,0.01,4251055795,668,Yes,Bachelor or equivalent,Male,No,Married,95,\N,2,7,89,Non-technology Related Job,388,DE,316,172,No,No,0.49,1205,602,0,2015,1 -52,246584,0.07,0.01,4251055795,668,Yes,Bachelor or equivalent,Male,No,Married,95,\N,2,7,89,Non-technology Related Job,388,DE,316,172,No,No,0.49,1113,371,0,2015,2 -14,107484,0.05,0.02,4251032154,669,Yes,Master or equivalent,Female,Yes,Married,33,\N,3,5,8,Others,61,GA,13,187,No,Yes,0.94,4152,519,0,2015,1 -14,107484,0.05,0.02,4251032154,669,Yes,Master or equivalent,Female,Yes,Married,33,\N,3,5,8,Others,61,GA,13,187,No,Yes,0.94,7973,885,0,2015,2 -30,105513,0.07,0.03,4251073681,670,Yes,High School or below,Male,Yes,Married,40,\N,2,2,48,Non-technology Related Job,421,NE,16,47,No,No,0.15,635,317,0,2015,1 -30,105513,0.07,0.03,4251073681,670,Yes,High School or below,Male,Yes,Married,40,\N,2,2,48,Non-technology Related Job,421,NE,16,47,No,No,0.15,4511,501,0,2015,2 -61,216413,0.05,0,4251094701,671,Yes,High School or below,Female,Yes,Married,98,\N,3,0,67,Others,93,NH,213,62,No,No,0.61,987,329,0,2015,1 -61,216413,0.05,0,4251094701,671,Yes,High School or below,Female,Yes,Married,98,\N,3,0,67,Others,93,NH,213,62,No,No,0.61,5765,720,0,2015,2 -77,214442,0.07,0.01,4251016139,672,Yes,High School or below,Female,Yes,Single,106,\N,2,5,7,Non-technology Related Job,453,VA,217,172,No,No,0.82,369,369,0,2015,1 -77,214442,0.07,0.01,4251016139,672,Yes,High School or below,Female,Yes,Single,106,\N,2,5,7,Non-technology Related Job,453,VA,217,172,No,No,0.82,6379,911,0,2015,2 -39,75343,0.06,0.02,4251091639,673,Yes,High School or below,Male,No,Single,44,\N,3,3,26,Others,126,WA,414,187,No,No,0.28,419,209,1,2015,1 -39,75343,0.06,0.02,4251091639,673,Yes,High School or below,Male,No,Single,44,\N,3,3,26,Others,126,WA,414,187,No,No,0.28,7400,672,1,2015,2 -55,73372,0,0.03,4251099292,674,Yes,High School or below,Female,No,Married,51,\N,1,0,66,Non-technology Related Job,486,IN,417,47,No,No,0.49,3887,971,0,2015,1 -55,73372,0,0.03,4251099292,674,Yes,High School or below,Female,No,Married,51,\N,1,0,66,Non-technology Related Job,486,IN,417,47,No,No,0.49,5142,857,0,2015,2 -17,184272,0.06,0,4251098571,675,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,2,6,84,Others,158,KS,114,62,No,No,0.94,3252,650,1,2015,1 -17,184272,0.06,0,4251098571,675,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,2,6,84,Others,158,KS,114,62,No,No,0.94,1943,647,1,2015,2 -33,182301,0,0.01,4251071075,676,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,1,3,25,Non-technology Related Job,18,NC,117,172,No,Yes,0.15,3642,520,0,2015,1 -33,182301,0,0.01,4251071075,676,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,1,3,25,Non-technology Related Job,18,NC,117,172,No,Yes,0.15,4679,935,0,2015,2 -63,43202,0.06,0.02,4251018317,677,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,2,1,43,Others,191,OH,314,187,No,No,0.61,4899,699,0,2015,1 -63,43202,0.06,0.02,4251018317,677,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,2,1,43,Others,191,OH,314,187,No,No,0.61,4132,826,0,2015,2 -79,41231,0,0.03,4251008424,678,Yes,PhD or equivalent,Female,Yes,Single,62,\N,1,6,84,Non-technology Related Job,51,AK,318,47,No,No,0.82,2110,703,0,2015,1 -79,41231,0,0.03,4251008424,678,Yes,PhD or equivalent,Female,Yes,Single,62,\N,1,6,84,Non-technology Related Job,51,AK,318,47,No,No,0.82,4356,622,0,2015,2 -42,152131,0.06,0,4251060102,679,Yes,High School or below,Male,Yes,Single,0,\N,2,4,2,Others,223,AZ,15,62,No,No,0.28,3567,713,0,2015,1 -42,152131,0.06,0,4251060102,679,Yes,High School or below,Male,Yes,Single,0,\N,2,4,2,Others,223,AZ,15,62,No,No,0.28,2436,812,0,2015,2 -58,150160,0,0.01,4251049232,680,Yes,High School or below,Female,Yes,Single,7,\N,0,2,43,Non-technology Related Job,84,MD,18,172,No,No,0.49,2213,1106,0,2015,1 -58,150160,0,0.01,4251049232,680,Yes,High School or below,Female,Yes,Single,7,\N,0,2,43,Non-technology Related Job,84,MD,18,172,No,No,0.49,3122,520,0,2015,2 -20,11060,0.07,0.01,4251075648,681,Yes,High School or below,Male,Yes,Single,65,\N,2,7,61,Others,256,MI,215,187,No,No,0.94,2434,811,0,2015,1 -20,11060,0.07,0.01,4251075648,681,Yes,High School or below,Male,Yes,Single,65,\N,2,7,61,Others,256,MI,215,187,No,No,0.94,515,515,0,2015,2 -36,9089,0.01,0.03,4251090133,682,Yes,High School or below,Male,No,Married,73,\N,0,5,2,Non-technology Related Job,116,RI,218,47,No,No,0.16,6538,934,1,2015,1 -36,9089,0.01,0.03,4251090133,682,Yes,High School or below,Male,No,Married,73,\N,0,5,2,Non-technology Related Job,116,RI,218,47,No,No,0.16,2746,915,1,2015,2 -66,119990,0.07,0.03,4251062874,683,Yes,High School or below,Female,Yes,Married,11,\N,1,2,20,Others,288,SD,415,62,No,No,0.61,1882,627,0,2015,1 -66,119990,0.07,0.03,4251062874,683,Yes,High School or below,Female,Yes,Married,11,\N,1,2,20,Others,288,SD,415,62,No,No,0.61,2771,554,0,2015,2 -14,118019,0.01,0.01,4251059317,684,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,0,0,61,Non-technology Related Job,149,DE,419,172,No,No,0.82,2297,765,1,2015,1 -14,118019,0.01,0.01,4251059317,684,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,0,0,61,Non-technology Related Job,149,DE,419,172,No,No,0.82,370,185,1,2015,2 -14,118019,0.01,0.01,4251059317,684,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,0,0,61,Non-technology Related Job,149,DE,419,172,No,No,0.82,110,110,1,2015,3 -45,228919,0.07,0.01,4251072129,685,Yes,Bachelor or equivalent,Male,Yes,Married,76,\N,1,5,79,Others,321,FL,116,187,No,No,0.28,2365,788,0,2015,1 -45,228919,0.07,0.01,4251072129,685,Yes,Bachelor or equivalent,Male,Yes,Married,76,\N,1,5,79,Others,321,FL,116,187,No,No,0.28,3841,960,0,2015,2 -60,226948,0.01,0.03,4251078554,686,Yes,Master or equivalent,Female,Yes,Single,83,\N,0,3,20,Non-technology Related Job,181,MT,119,47,No,No,0.49,4723,674,0,2015,1 -60,226948,0.01,0.03,4251078554,686,Yes,Master or equivalent,Female,Yes,Single,83,\N,0,3,20,Non-technology Related Job,181,MT,119,47,No,No,0.49,813,813,0,2015,2 -23,87848,0.07,0.03,4251019574,687,Yes,PhD or equivalent,Male,No,Single,21,\N,1,0,38,Others,354,NV,316,62,No,No,0.95,3608,721,0,2015,1 -23,87848,0.07,0.03,4251019574,687,Yes,PhD or equivalent,Male,No,Single,21,\N,1,0,38,Others,354,NV,316,62,No,No,0.95,7406,925,0,2015,2 -23,87848,0.07,0.03,4251019574,687,Yes,PhD or equivalent,Male,No,Single,21,\N,1,0,38,Others,354,NV,316,62,No,No,0.95,413,413,0,2015,3 -39,85877,0.02,0.01,4251034216,688,Yes,High School or below,Male,No,Married,29,\N,3,6,78,Non-technology Related Job,214,VT,319,172,No,No,0.16,4092,1023,0,2015,1 -39,85877,0.02,0.01,4251034216,688,Yes,High School or below,Male,No,Married,29,\N,3,6,78,Non-technology Related Job,214,VT,319,172,No,No,0.16,3933,655,0,2015,2 -69,196778,0,0.01,4251017252,689,Yes,High School or below,Female,Yes,Married,87,\N,1,3,97,Others,386,WA,16,187,No,No,0.61,5666,944,0,2015,1 -69,196778,0,0.01,4251017252,689,Yes,High School or below,Female,Yes,Married,87,\N,1,3,97,Others,386,WA,16,187,No,No,0.61,1991,663,0,2015,2 -17,194807,0.02,0.03,4251016800,690,Yes,High School or below,Female,Yes,Married,94,\N,3,1,37,Non-technology Related Job,246,IN,20,47,No,No,0.82,3333,666,0,2015,1 -17,194807,0.02,0.03,4251016800,690,Yes,High School or below,Female,Yes,Married,94,\N,3,1,37,Non-technology Related Job,246,IN,20,47,No,No,0.82,2951,737,0,2015,2 -17,194807,0.02,0.03,4251016800,690,Yes,High School or below,Female,Yes,Married,94,\N,3,1,37,Non-technology Related Job,246,IN,20,47,No,No,0.82,1108,1108,0,2015,3 -47,55707,0,0.03,4251056096,691,Yes,High School or below,Male,Yes,Married,32,\N,0,7,56,Others,419,IA,216,62,No,Yes,0.28,4257,851,0,2015,1 -47,55707,0,0.03,4251056096,691,Yes,High School or below,Male,Yes,Married,32,\N,0,7,56,Others,419,IA,216,62,No,Yes,0.28,3576,715,0,2015,2 -63,53736,0.02,0.01,4251047000,692,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,3,4,96,Non-technology Related Job,279,NY,220,172,No,No,0.49,2871,574,0,2015,1 -63,53736,0.02,0.01,4251047000,692,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,3,4,96,Non-technology Related Job,279,NY,220,172,No,No,0.49,1949,974,0,2015,2 -26,164637,0,0.01,4251031773,693,Yes,Bachelor or equivalent,Male,No,Single,97,\N,0,2,15,Others,451,ND,417,187,No,No,0.95,2786,557,0,2015,1 -26,164637,0,0.01,4251031773,693,Yes,Bachelor or equivalent,Male,No,Single,97,\N,0,2,15,Others,451,ND,417,187,No,No,0.95,2192,548,0,2015,2 -26,164637,0,0.01,4251031773,693,Yes,Bachelor or equivalent,Male,No,Single,97,\N,0,2,15,Others,451,ND,417,187,No,No,0.95,200,200,0,2015,3 -41,162665,0.02,0.03,4251089231,694,Yes,Master or equivalent,Male,Yes,Married,105,\N,2,7,55,Non-technology Related Job,311,AL,420,47,No,No,0.16,6067,866,0,2015,1 -41,162665,0.02,0.03,4251089231,694,Yes,Master or equivalent,Male,Yes,Married,105,\N,2,7,55,Non-technology Related Job,311,AL,420,47,No,No,0.16,4421,631,0,2015,2 -72,23566,0,0.03,4251019148,695,Yes,Master or equivalent,Female,Yes,Single,43,\N,0,5,74,Others,484,AZ,117,62,No,No,0.61,2575,643,0,2015,1 -72,23566,0,0.03,4251019148,695,Yes,Master or equivalent,Female,Yes,Single,43,\N,0,5,74,Others,484,AZ,117,62,No,No,0.61,5768,721,0,2015,2 -72,23566,0,0.03,4251019148,695,Yes,Master or equivalent,Female,Yes,Single,43,\N,0,5,74,Others,484,AZ,117,62,No,No,0.61,771,771,0,2015,3 -20,21595,0.03,0.01,4251052631,696,Yes,High School or below,Female,Yes,Married,50,\N,2,2,14,Non-technology Related Job,344,MD,120,172,No,No,0.83,4860,810,0,2015,1 -20,21595,0.03,0.01,4251052631,696,Yes,High School or below,Female,Yes,Married,50,\N,2,2,14,Non-technology Related Job,344,MD,120,172,No,No,0.83,6632,947,0,2015,2 -50,132495,0.01,0.01,4251098377,697,Yes,High School or below,Male,Yes,Married,108,\N,3,0,33,Others,16,MI,317,187,No,No,0.28,3120,390,0,2015,1 -50,132495,0.01,0.01,4251098377,697,Yes,High School or below,Male,Yes,Married,108,\N,3,0,33,Others,16,MI,317,187,No,No,0.28,5233,872,0,2015,2 -66,130524,0.03,0.03,4251048493,698,Yes,High School or below,Female,Yes,Single,116,\N,2,5,73,Non-technology Related Job,377,PA,321,47,No,Yes,0.49,5326,760,0,2015,1 -66,130524,0.03,0.03,4251048493,698,Yes,High School or below,Female,Yes,Single,116,\N,2,5,73,Non-technology Related Job,377,PA,321,47,No,Yes,0.49,5648,806,0,2015,2 -28,241425,0.01,0.03,4251087947,699,No,High School or below,Male,Yes,Single,54,\N,3,3,92,Others,49,SC,18,62,No,No,0.95,5342,763,0,2015,1 -28,241425,0.01,0.03,4251087947,699,No,High School or below,Male,Yes,Single,54,\N,3,3,92,Others,49,SC,18,62,No,No,0.95,3685,526,0,2015,2 -44,239454,0.03,0.01,4251054666,700,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,2,0,32,Non-technology Related Job,409,CT,21,172,No,No,0.16,4937,705,0,2015,1 -44,239454,0.03,0.01,4251054666,700,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,2,0,32,Non-technology Related Job,409,CT,21,172,No,No,0.16,823,823,0,2015,2 -75,100354,0.01,0.01,4251082057,701,Yes,Bachelor or equivalent,Female,No,Single,119,\N,3,6,51,Others,81,FL,218,187,Yes,No,0.62,1141,1141,0,2015,1 -75,100354,0.01,0.01,4251082057,701,Yes,Bachelor or equivalent,Female,No,Single,119,\N,3,6,51,Others,81,FL,218,187,Yes,No,0.62,3198,639,0,2015,2 -23,98383,0.03,0.03,4251065159,702,Yes,Master or equivalent,Female,No,Married,6,\N,1,3,91,Non-technology Related Job,442,MT,221,47,No,No,0.83,3677,1225,0,2015,1 -23,98383,0.03,0.03,4251065159,702,Yes,Master or equivalent,Female,No,Married,6,\N,1,3,91,Non-technology Related Job,442,MT,221,47,No,No,0.83,4819,602,0,2015,2 -53,209283,0.02,0.03,4251056042,703,Yes,Master or equivalent,Male,Yes,Married,64,\N,3,1,9,Others,114,NV,418,62,No,No,0.28,5855,731,0,2015,1 -53,209283,0.02,0.03,4251056042,703,Yes,Master or equivalent,Male,Yes,Married,64,\N,3,1,9,Others,114,NV,418,62,No,No,0.28,2904,726,0,2015,2 -69,207312,0.04,0.01,4251019993,704,Yes,High School or below,Female,Yes,Single,72,\N,1,6,50,Non-technology Related Job,474,UT,422,172,No,No,0.49,4371,624,0,2015,1 -69,207312,0.04,0.01,4251019993,704,Yes,High School or below,Female,Yes,Single,72,\N,1,6,50,Non-technology Related Job,474,UT,422,172,No,No,0.49,8982,816,0,2015,2 -31,68213,0.02,0.01,4251096299,705,Yes,High School or below,Male,Yes,Single,10,\N,2,4,68,Others,147,VA,119,186,No,No,0.95,2868,956,0,2015,1 -31,68213,0.02,0.01,4251096299,705,Yes,High School or below,Male,Yes,Single,10,\N,2,4,68,Others,147,VA,119,186,No,No,0.95,2697,539,0,2015,2 -47,66242,0.04,0.03,4251035777,706,Yes,High School or below,Male,Yes,Single,17,\N,1,1,9,Non-technology Related Job,7,IL,122,46,No,No,0.16,3393,565,0,2015,1 -47,66242,0.04,0.03,4251035777,706,Yes,High School or below,Male,Yes,Single,17,\N,1,1,9,Non-technology Related Job,7,IL,122,46,No,No,0.16,290,290,0,2015,2 -77,177142,0.02,0.03,4251038920,707,Yes,High School or below,Female,No,Single,75,\N,2,7,27,Others,179,IA,319,61,No,No,0.62,4371,874,0,2015,1 -77,177142,0.02,0.03,4251038920,707,Yes,High School or below,Female,No,Single,75,\N,2,7,27,Others,179,IA,319,61,No,No,0.62,3608,902,0,2015,2 -25,175171,0.04,0.01,4251039759,708,Yes,Bachelor or equivalent,Male,Yes,Married,83,\N,1,5,68,Non-technology Related Job,39,NY,322,171,No,No,0.83,2360,590,0,2015,1 -25,175171,0.04,0.01,4251039759,708,Yes,Bachelor or equivalent,Male,Yes,Married,83,\N,1,5,68,Non-technology Related Job,39,NY,322,171,No,No,0.83,4744,527,0,2015,2 -56,36071,0.02,0.01,4251073727,709,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,2,2,86,Others,212,ND,19,186,No,No,0.28,6415,916,0,2015,1 -56,36071,0.02,0.01,4251073727,709,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,2,2,86,Others,212,ND,19,186,No,No,0.28,7467,829,0,2015,2 -72,34100,0.04,0.03,4251052247,710,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,0,0,27,Non-technology Related Job,72,WY,23,46,No,No,0.49,3542,590,0,2015,1 -72,34100,0.04,0.03,4251052247,710,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,0,0,27,Non-technology Related Job,72,WY,23,46,No,No,0.49,4432,886,0,2015,2 -34,145001,0.03,0.03,4251020236,711,Yes,Master or equivalent,Male,Yes,Married,86,\N,2,5,45,Others,244,AK,220,61,No,No,0.95,3551,887,0,2015,1 -34,145001,0.03,0.03,4251020236,711,Yes,Master or equivalent,Male,Yes,Married,86,\N,2,5,45,Others,244,AK,220,61,No,No,0.95,2141,713,0,2015,2 -34,145001,0.03,0.03,4251020236,711,Yes,Master or equivalent,Male,Yes,Married,86,\N,2,5,45,Others,244,AK,220,61,No,No,0.95,1247,1247,0,2015,3 -50,143030,0.05,0.01,4251067047,712,Yes,PhD or equivalent,Male,Yes,Single,93,\N,0,3,86,Non-technology Related Job,104,ME,223,171,No,No,0.16,367,367,0,2015,1 -50,143030,0.05,0.01,4251067047,712,Yes,PhD or equivalent,Male,Yes,Single,93,\N,0,3,86,Non-technology Related Job,104,ME,223,171,No,No,0.16,3185,796,0,2015,2 -12,3930,0.03,0.01,4251009885,713,Yes,High School or below,Female,Yes,Single,31,\N,1,0,4,Others,277,MA,420,186,No,Yes,0.62,3021,755,0,2015,1 -12,3930,0.03,0.01,4251009885,713,Yes,High School or below,Female,Yes,Single,31,\N,1,0,4,Others,277,MA,420,186,No,Yes,0.62,2718,679,0,2015,2 -28,1959,0.05,0.03,4251033670,714,Yes,High School or below,Male,Yes,Married,39,\N,0,6,45,Non-technology Related Job,137,PA,423,46,No,No,0.83,4467,638,0,2015,1 -28,1959,0.05,0.03,4251033670,714,Yes,High School or below,Male,Yes,Married,39,\N,0,6,45,Non-technology Related Job,137,PA,423,46,No,No,0.83,3302,660,0,2015,2 -59,112860,0.03,0.03,4251046378,715,Yes,High School or below,Female,Yes,Married,97,\N,1,3,63,Others,309,SC,120,61,No,No,0.29,3619,904,0,2015,1 -59,112860,0.03,0.03,4251046378,715,Yes,High School or below,Female,Yes,Married,97,\N,1,3,63,Others,309,SC,120,61,No,No,0.29,5164,645,0,2015,2 -74,110889,0.05,0.01,4251072431,716,Yes,High School or below,Female,No,Married,104,\N,3,1,4,Others,170,CO,123,171,No,No,0.5,6489,721,0,2015,1 -74,110889,0.05,0.01,4251072431,716,Yes,High School or below,Female,No,Married,104,\N,3,1,4,Others,170,CO,123,171,No,No,0.5,2708,902,0,2015,2 -37,221789,0.03,0.01,4251037767,717,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,1,6,22,Others,342,DE,320,186,No,No,0.95,3802,760,0,2015,1 -37,221789,0.03,0.01,4251037767,717,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,1,6,22,Others,342,DE,320,186,No,No,0.95,1799,599,0,2015,2 -53,219818,0.05,0.03,4251073387,718,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,3,4,62,Others,202,MO,324,46,No,No,0.16,2050,292,0,2015,1 -53,219818,0.05,0.03,4251073387,718,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,3,4,62,Others,202,MO,324,46,No,No,0.16,4372,728,0,2015,2 -15,80718,0.04,0.03,4251067847,719,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,0,2,81,Others,374,NE,21,61,No,No,0.62,4825,804,0,2015,1 -15,80718,0.04,0.03,4251067847,719,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,0,2,81,Others,374,NE,21,61,No,No,0.62,2232,558,0,2015,2 -31,78747,0.06,0.01,4251061565,720,Yes,Master or equivalent,Male,Yes,Married,115,\N,3,7,21,Others,235,UT,24,171,No,Yes,0.83,2406,401,0,2015,1 -31,78747,0.06,0.01,4251061565,720,Yes,Master or equivalent,Male,Yes,Married,115,\N,3,7,21,Others,235,UT,24,171,No,Yes,0.83,2009,1004,0,2015,2 -61,189648,0.04,0.01,4251033061,721,Yes,PhD or equivalent,Female,No,Single,53,\N,0,5,40,Others,407,VA,221,186,No,No,0.29,7760,776,0,2015,1 -61,189648,0.04,0.01,4251033061,721,Yes,PhD or equivalent,Female,No,Single,53,\N,0,5,40,Others,407,VA,221,186,No,No,0.29,2023,674,0,2015,2 -77,187677,0.06,0.03,4251071716,722,Yes,High School or below,Female,Yes,Married,60,\N,3,2,80,Others,267,ID,224,46,No,No,0.5,5619,936,0,2015,1 -77,187677,0.06,0.03,4251071716,722,Yes,High School or below,Female,Yes,Married,60,\N,3,2,80,Others,267,ID,224,46,No,No,0.5,3481,870,0,2015,2 -40,48577,0.04,0.03,4251033415,723,Yes,High School or below,Male,Yes,Married,118,\N,0,0,99,Others,440,IN,421,61,No,No,0.95,1784,892,0,2015,1 -40,48577,0.04,0.03,4251033415,723,Yes,High School or below,Male,Yes,Married,118,\N,0,0,99,Others,440,IN,421,61,No,No,0.95,2686,671,0,2015,2 -40,48577,0.04,0.03,4251033415,723,Yes,High School or below,Male,Yes,Married,118,\N,0,0,99,Others,440,IN,421,61,No,No,0.95,191,191,0,2015,3 -55,46606,0.06,0.01,4251094232,724,Yes,High School or below,Male,Yes,Single,6,\N,2,5,39,Others,300,NM,425,171,No,No,0.16,7941,661,0,2015,1 -55,46606,0.06,0.01,4251094232,724,Yes,High School or below,Male,Yes,Single,6,\N,2,5,39,Others,300,NM,425,171,No,No,0.16,1053,1053,0,2015,2 -18,157506,0.04,0.01,4251063147,725,Yes,High School or below,Female,Yes,Single,64,\N,0,3,58,Others,472,NC,122,186,No,No,0.62,2946,982,0,2015,1 -18,157506,0.04,0.01,4251063147,725,Yes,High School or below,Female,Yes,Single,64,\N,0,3,58,Others,472,NC,122,186,No,No,0.62,3896,974,0,2015,2 -34,155535,0.06,0.03,4251051256,726,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,2,0,98,Others,332,WY,125,46,Yes,No,0.83,4486,498,0,2015,1 -34,155535,0.06,0.03,4251051256,726,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,2,0,98,Others,332,WY,125,46,Yes,No,0.83,2097,699,0,2015,2 -34,155535,0.06,0.03,4251051256,726,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,2,0,98,Others,332,WY,125,46,Yes,No,0.83,490,490,0,2015,3 -64,16436,0.05,0.03,4251087298,727,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,3,6,17,Others,5,AK,322,61,No,No,0.29,4054,675,0,2015,1 -64,16436,0.05,0.03,4251087298,727,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,3,6,17,Others,5,AK,322,61,No,No,0.29,3500,583,0,2015,2 -12,14465,0.07,0.01,4251037261,728,Yes,Master or equivalent,Female,Yes,Married,16,\N,2,3,57,Others,365,LA,325,171,No,No,0.5,3030,505,0,2015,1 -12,14465,0.07,0.01,4251037261,728,Yes,Master or equivalent,Female,Yes,Married,16,\N,2,3,57,Others,365,LA,325,171,No,No,0.5,4916,1229,0,2015,2 -42,125365,0.05,0.01,4251076586,729,Yes,Master or equivalent,Male,Yes,Married,74,\N,3,1,76,Others,37,MD,22,186,No,No,0.95,2060,515,0,2015,1 -42,125365,0.05,0.01,4251076586,729,Yes,Master or equivalent,Male,Yes,Married,74,\N,3,1,76,Others,37,MD,22,186,No,No,0.95,4793,798,0,2015,2 -58,123394,0.07,0.03,4251040428,730,Yes,High School or below,Male,No,Single,82,\N,2,6,16,Others,397,OR,26,46,No,No,0.17,6018,1203,0,2015,1 -58,123394,0.07,0.03,4251040428,730,Yes,High School or below,Male,No,Single,82,\N,2,6,16,Others,397,OR,26,46,No,No,0.17,1658,552,0,2015,2 -21,234295,0.05,0.03,4251015559,731,Yes,High School or below,Female,Yes,Married,20,\N,3,4,35,Others,70,RI,223,61,No,No,0.62,1752,584,0,2015,1 -21,234295,0.05,0.03,4251015559,731,Yes,High School or below,Female,Yes,Married,20,\N,3,4,35,Others,70,RI,223,61,No,No,0.62,3269,653,0,2015,2 -37,232323,0.07,0.01,4251014425,732,Yes,High School or below,Male,Yes,Single,27,\N,1,1,75,Others,430,CO,226,171,No,No,0.83,3875,1291,0,2015,1 -37,232323,0.07,0.01,4251014425,732,Yes,High School or below,Male,Yes,Single,27,\N,1,1,75,Others,430,CO,226,171,No,No,0.83,5820,831,0,2015,2 -67,93224,0.05,0.01,4251092193,733,Yes,High School or below,Female,Yes,Single,85,\N,3,7,93,Others,102,DE,423,186,No,No,0.29,6274,896,0,2015,1 -67,93224,0.05,0.01,4251092193,733,Yes,High School or below,Female,Yes,Single,85,\N,3,7,93,Others,102,DE,423,186,No,No,0.29,4273,534,0,2015,2 -15,91253,0.07,0.03,4251038981,734,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,1,4,34,Others,463,MO,426,46,No,No,0.5,5493,915,0,2015,1 -15,91253,0.07,0.03,4251038981,734,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,1,4,34,Others,463,MO,426,46,No,No,0.5,3983,663,0,2015,2 -45,202153,0.06,0.03,4251078068,735,Yes,Bachelor or equivalent,Male,No,Married,31,\N,2,2,52,Others,135,MT,123,61,No,Yes,0.96,565,282,0,2015,1 -45,202153,0.06,0.03,4251078068,735,Yes,Bachelor or equivalent,Male,No,Married,31,\N,2,2,52,Others,135,MT,123,61,No,Yes,0.96,2178,726,0,2015,2 -45,202153,0.06,0.03,4251078068,735,Yes,Bachelor or equivalent,Male,No,Married,31,\N,2,2,52,Others,135,MT,123,61,No,Yes,0.96,1108,1108,0,2015,3 -61,200182,0,0.01,4251076793,736,Yes,Master or equivalent,Female,Yes,Married,38,\N,1,0,93,Others,495,TX,127,171,No,No,0.17,2137,534,0,2015,1 -61,200182,0,0.01,4251076793,736,Yes,Master or equivalent,Female,Yes,Married,38,\N,1,0,93,Others,495,TX,127,171,No,No,0.17,4558,759,0,2015,2 -23,61083,0.06,0.01,4251053862,737,Yes,Master or equivalent,Female,Yes,Married,96,\N,2,5,11,Others,167,VT,323,186,No,No,0.62,8564,856,0,2015,1 -23,61083,0.06,0.01,4251053862,737,Yes,Master or equivalent,Female,Yes,Married,96,\N,2,5,11,Others,167,VT,323,186,No,No,0.62,4552,910,0,2015,2 -23,61083,0.06,0.01,4251053862,737,Yes,Master or equivalent,Female,Yes,Married,96,\N,2,5,11,Others,167,VT,323,186,No,No,0.62,558,558,0,2015,3 -39,59112,0,0.03,4251009976,738,Yes,High School or below,Male,Yes,Single,103,\N,0,3,52,Others,28,ID,327,46,No,No,0.83,3471,867,1,2015,1 -39,59112,0,0.03,4251009976,738,Yes,High School or below,Male,Yes,Single,103,\N,0,3,52,Others,28,ID,327,46,No,No,0.83,1209,604,1,2015,2 -70,170012,0.06,0.03,4251078521,739,Yes,High School or below,Female,Yes,Single,41,\N,2,0,70,Others,200,IN,24,61,No,No,0.29,2415,805,0,2015,1 -70,170012,0.06,0.03,4251078521,739,Yes,High School or below,Female,Yes,Single,41,\N,2,0,70,Others,200,IN,24,61,No,No,0.29,5717,714,0,2015,2 -70,170012,0.06,0.03,4251078521,739,Yes,High School or below,Female,Yes,Single,41,\N,2,0,70,Others,200,IN,24,61,No,No,0.29,177,177,0,2015,3 -18,168041,0,0.01,4251015049,740,Yes,High School or below,Female,Yes,Married,49,\N,0,6,11,Others,60,NM,27,171,No,No,0.5,1987,496,0,2015,1 -18,168041,0,0.01,4251015049,740,Yes,High School or below,Female,Yes,Married,49,\N,0,6,11,Others,60,NM,27,171,No,No,0.5,2573,857,0,2015,2 -18,168041,0,0.01,4251015049,740,Yes,High School or below,Female,Yes,Married,49,\N,0,6,11,Others,60,NM,27,171,No,No,0.5,355,177,0,2015,3 -48,28941,0.06,0.01,4251064534,741,Yes,High School or below,Male,Yes,Single,107,\N,1,3,29,Others,233,NY,224,186,No,No,0.96,2186,1093,0,2015,1 -48,28941,0.06,0.01,4251064534,741,Yes,High School or below,Male,Yes,Single,107,\N,1,3,29,Others,233,NY,224,186,No,No,0.96,2036,509,0,2015,2 -64,26970,0,0.03,4251023152,742,Yes,Bachelor or equivalent,Female,Yes,Married,114,\N,0,1,70,Others,93,WI,227,46,No,Yes,0.17,4383,626,0,2015,1 -64,26970,0,0.03,4251023152,742,Yes,Bachelor or equivalent,Female,Yes,Married,114,\N,0,1,70,Others,93,WI,227,46,No,Yes,0.17,6644,1107,0,2015,2 -26,137871,0.07,0.03,4251060991,743,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,1,6,88,Others,265,AL,424,61,No,No,0.62,3663,610,0,2015,1 -26,137871,0.07,0.03,4251060991,743,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,1,6,88,Others,265,AL,424,61,No,No,0.62,4302,614,0,2015,2 -42,135900,0.01,0.01,4251070755,744,Yes,Bachelor or equivalent,Male,No,Single,60,\N,0,4,29,Others,125,LA,428,171,No,No,0.84,2987,497,0,2015,1 -42,135900,0.01,0.01,4251070755,744,Yes,Bachelor or equivalent,Male,No,Single,60,\N,0,4,29,Others,125,LA,428,171,No,No,0.84,3059,1019,0,2015,2 -73,246800,0.07,0.01,4251033283,745,No,Master or equivalent,Female,Yes,Single,117,\N,1,1,47,Others,298,MD,125,186,No,No,0.29,5966,745,0,2015,1 -73,246800,0.07,0.01,4251033283,745,No,Master or equivalent,Female,Yes,Single,117,\N,1,1,47,Others,298,MD,125,186,No,No,0.29,3357,839,0,2015,2 -20,244829,0.01,0.03,4251071675,746,Yes,High School or below,Female,Yes,Single,5,\N,3,7,87,Others,158,OR,128,46,No,No,0.5,5840,834,0,2015,1 -20,244829,0.01,0.03,4251071675,746,Yes,High School or below,Female,Yes,Single,5,\N,3,7,87,Others,158,OR,128,46,No,No,0.5,2668,667,0,2015,2 -51,105729,0.07,0.03,4251029064,747,Yes,High School or below,Male,Yes,Single,63,\N,1,5,6,Others,330,PA,325,61,No,No,0.96,2958,591,0,2015,1 -51,105729,0.07,0.03,4251029064,747,Yes,High School or below,Male,Yes,Single,63,\N,1,5,6,Others,330,PA,325,61,No,No,0.96,1895,947,0,2015,2 -51,105729,0.07,0.03,4251029064,747,Yes,High School or below,Male,Yes,Single,63,\N,1,5,6,Others,330,PA,325,61,No,No,0.96,831,831,0,2015,3 -67,103758,0.01,0.01,4251088409,748,Yes,High School or below,Female,Yes,Married,70,\N,3,2,46,Others,190,CA,328,171,No,No,0.17,1450,725,0,2015,1 -67,103758,0.01,0.01,4251088409,748,Yes,High School or below,Female,Yes,Married,70,\N,3,2,46,Others,190,CA,328,171,No,No,0.17,3543,708,0,2015,2 -29,214659,0.07,0.01,4251039311,749,Yes,High School or below,Male,No,Married,8,\N,0,0,65,Others,363,CT,25,186,No,No,0.63,1193,298,0,2015,1 -29,214659,0.07,0.01,4251039311,749,Yes,High School or below,Male,No,Married,8,\N,0,0,65,Others,363,CT,25,186,No,No,0.63,3504,876,0,2015,2 -45,212688,0.01,0.03,4251062161,750,Yes,High School or below,Male,No,Single,16,\N,3,5,5,Others,223,MS,29,46,No,No,0.84,1467,366,0,2015,1 -45,212688,0.01,0.03,4251062161,750,Yes,High School or below,Male,No,Single,16,\N,3,5,5,Others,223,MS,29,46,No,No,0.84,3548,1182,0,2015,2 -75,73588,0,0.03,4251067650,751,Yes,Bachelor or equivalent,Female,Yes,Married,74,\N,0,3,24,Others,395,MT,226,61,No,No,0.29,5268,878,0,2015,1 -75,73588,0,0.03,4251067650,751,Yes,Bachelor or equivalent,Female,Yes,Married,74,\N,0,3,24,Others,395,MT,226,61,No,No,0.29,5047,721,0,2015,2 -23,71617,0.02,0.01,4251012597,752,Yes,Bachelor or equivalent,Female,Yes,Single,81,\N,3,0,64,Others,256,TX,229,171,No,No,0.5,1926,481,0,2015,1 -23,71617,0.02,0.01,4251012597,752,Yes,Bachelor or equivalent,Female,Yes,Single,81,\N,3,0,64,Others,256,TX,229,171,No,No,0.5,3181,795,0,2015,2 -54,182518,0,0.01,4251023412,753,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,0,6,83,Others,428,UT,426,186,No,No,0.96,2538,634,0,2015,1 -54,182518,0,0.01,4251023412,753,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,0,6,83,Others,428,UT,426,186,No,No,0.96,5929,847,0,2015,2 -54,182518,0,0.01,4251023412,753,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,0,6,83,Others,428,UT,426,186,No,No,0.96,425,425,0,2015,3 -69,180547,0.02,0.03,4251012509,754,Yes,PhD or equivalent,Female,Yes,Married,27,\N,2,3,23,Others,288,HI,429,46,No,No,0.17,2430,486,0,2015,1 -69,180547,0.02,0.03,4251012509,754,Yes,PhD or equivalent,Female,Yes,Married,27,\N,2,3,23,Others,288,HI,429,46,No,No,0.17,1667,555,0,2015,2 -69,180547,0.02,0.03,4251012509,754,Yes,PhD or equivalent,Female,Yes,Married,27,\N,2,3,23,Others,288,HI,429,46,No,No,0.17,306,306,0,2015,3 -32,41447,0,0.03,4251019480,755,Yes,High School or below,Male,Yes,Married,84,\N,0,1,42,Others,460,IL,126,61,No,No,0.63,675,675,1,2015,1 -32,41447,0,0.03,4251019480,755,Yes,High School or below,Male,Yes,Married,84,\N,0,1,42,Others,460,IL,126,61,No,No,0.63,2096,419,1,2015,2 -48,39476,0.02,0.01,4251062034,756,Yes,High School or below,Male,Yes,Married,92,\N,2,6,82,Others,321,NJ,130,171,No,No,0.84,5805,645,0,2015,1 -48,39476,0.02,0.01,4251062034,756,Yes,High School or below,Male,Yes,Married,92,\N,2,6,82,Others,321,NJ,130,171,No,No,0.84,3989,569,0,2015,2 -78,150376,0,0.01,4251066912,757,Yes,High School or below,Female,Yes,Married,30,\N,3,4,1,Others,493,NY,327,186,No,Yes,0.29,1418,709,0,2015,1 -78,150376,0,0.01,4251066912,757,Yes,High School or below,Female,Yes,Married,30,\N,3,4,1,Others,493,NY,327,186,No,Yes,0.29,4402,733,0,2015,2 -78,150376,0,0.01,4251066912,757,Yes,High School or below,Female,Yes,Married,30,\N,3,4,1,Others,493,NY,327,186,No,Yes,0.29,1024,1024,0,2015,3 -26,148405,0.02,0.03,4251084738,758,Yes,High School or below,Female,No,Single,37,\N,2,1,41,Others,353,WI,330,46,No,No,0.5,3116,779,0,2015,1 -26,148405,0.02,0.03,4251084738,758,Yes,High School or below,Female,No,Single,37,\N,2,1,41,Others,353,WI,330,46,No,No,0.5,7728,966,0,2015,2 -26,148405,0.02,0.03,4251084738,758,Yes,High School or below,Female,No,Single,37,\N,2,1,41,Others,353,WI,330,46,No,No,0.5,116,116,0,2015,3 -56,9306,0.01,0.03,4251039235,759,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,3,7,60,Others,26,WY,27,61,No,No,0.96,5966,852,0,2015,1 -56,9306,0.01,0.03,4251039235,759,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,3,7,60,Others,26,WY,27,61,No,No,0.96,3963,660,0,2015,2 -72,7335,0.03,0.01,4251031356,760,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,1,4,0,Others,386,KY,30,171,No,No,0.17,6424,713,0,2015,1 -72,7335,0.03,0.01,4251031356,760,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,1,4,0,Others,386,KY,30,171,No,No,0.17,5045,720,0,2015,2 -35,118235,0.01,0.01,4251096447,761,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,3,2,18,Others,58,ME,227,186,No,No,0.63,7385,923,0,2015,1 -35,118235,0.01,0.01,4251096447,761,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,3,2,18,Others,58,ME,227,186,No,No,0.63,4435,739,0,2015,2 -50,116264,0.03,0.03,4251017877,762,Yes,Master or equivalent,Male,Yes,Married,48,\N,1,7,59,Others,418,OK,231,46,No,No,0.84,5502,786,0,2015,1 -50,116264,0.03,0.03,4251017877,762,Yes,Master or equivalent,Male,Yes,Married,48,\N,1,7,59,Others,418,OK,231,46,No,No,0.84,3648,729,0,2015,2 -13,227164,0.01,0.03,4251019658,763,Yes,PhD or equivalent,Female,No,Married,106,\N,2,5,77,Others,91,PA,427,61,No,No,0.3,4172,695,0,2015,1 -13,227164,0.01,0.03,4251019658,763,Yes,PhD or equivalent,Female,No,Married,106,\N,2,5,77,Others,91,PA,427,61,No,No,0.3,1589,529,0,2015,2 -29,225193,0.03,0.01,4251009665,764,Yes,High School or below,Female,No,Single,113,\N,1,3,18,Others,451,CA,431,171,No,Yes,0.51,3167,633,0,2015,1 -29,225193,0.03,0.01,4251009665,764,Yes,High School or below,Female,No,Single,113,\N,1,3,18,Others,451,CA,431,171,No,Yes,0.51,1774,443,0,2015,2 -59,86094,0.01,0.01,4251013028,765,Yes,High School or below,Male,Yes,Single,51,\N,2,0,36,Technology Related Job,123,CO,128,186,Yes,No,0.96,7331,916,0,2015,1 -59,86094,0.01,0.01,4251013028,765,Yes,High School or below,Male,Yes,Single,51,\N,2,0,36,Technology Related Job,123,CO,128,186,Yes,No,0.96,5001,625,0,2015,2 -59,86094,0.01,0.01,4251013028,765,Yes,High School or below,Male,Yes,Single,51,\N,2,0,36,Technology Related Job,123,CO,128,186,Yes,No,0.96,1390,1390,0,2015,3 -75,84123,0.03,0.02,4251020566,766,Yes,High School or below,Female,Yes,Single,59,\N,1,6,77,Others,483,MN,131,46,No,No,0.17,3639,727,0,2015,1 -75,84123,0.03,0.02,4251020566,766,Yes,High School or below,Female,Yes,Single,59,\N,1,6,77,Others,483,MN,131,46,No,No,0.17,4917,819,0,2015,2 -37,195023,0.02,0.03,4251026017,767,Yes,High School or below,Male,Yes,Single,117,\N,2,3,95,Technology Related Job,156,MO,328,61,No,No,0.63,2475,618,1,2015,1 -37,195023,0.02,0.03,4251026017,767,Yes,High School or below,Male,Yes,Single,117,\N,2,3,95,Technology Related Job,156,MO,328,61,No,No,0.63,3606,901,1,2015,2 -37,195023,0.02,0.03,4251026017,767,Yes,High School or below,Male,Yes,Single,117,\N,2,3,95,Technology Related Job,156,MO,328,61,No,No,0.63,1158,1158,1,2015,3 -53,193052,0.04,0,4251064640,768,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,0,1,36,Others,16,TN,331,171,No,No,0.84,9863,704,0,2015,1 -53,193052,0.04,0,4251064640,768,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,0,1,36,Others,16,TN,331,171,No,No,0.84,3675,735,0,2015,2 -16,53952,0.02,0.01,4251088672,769,Yes,Bachelor or equivalent,Female,No,Married,62,\N,2,6,54,Technology Related Job,188,UT,28,186,No,No,0.3,3835,958,0,2015,1 -16,53952,0.02,0.01,4251088672,769,Yes,Bachelor or equivalent,Female,No,Married,62,\N,2,6,54,Technology Related Job,188,UT,28,186,No,No,0.3,5181,740,0,2015,2 -16,53952,0.02,0.01,4251088672,769,Yes,Bachelor or equivalent,Female,No,Married,62,\N,2,6,54,Technology Related Job,188,UT,28,186,No,No,0.3,131,131,0,2015,3 -32,51981,0.04,0.02,4251099933,770,Yes,Master or equivalent,Male,Yes,Single,70,\N,0,4,95,Others,49,HI,32,46,No,No,0.51,3809,761,0,2015,1 -32,51981,0.04,0.02,4251099933,770,Yes,Master or equivalent,Male,Yes,Single,70,\N,0,4,95,Others,49,HI,32,46,No,No,0.51,3921,653,0,2015,2 -62,162882,0.02,0.03,4251055051,771,Yes,Master or equivalent,Female,Yes,Single,8,\N,1,1,13,Technology Related Job,221,ID,229,61,No,No,0.96,905,181,0,2015,1 -62,162882,0.02,0.03,4251055051,771,Yes,Master or equivalent,Female,Yes,Single,8,\N,1,1,13,Technology Related Job,221,ID,229,61,No,No,0.96,7050,881,0,2015,2 -78,160911,0.04,0,4251079293,772,Yes,High School or below,Female,Yes,Single,15,\N,0,7,54,Others,81,NH,232,171,No,No,0.17,5014,835,0,2015,1 -78,160911,0.04,0,4251079293,772,Yes,High School or below,Female,Yes,Single,15,\N,0,7,54,Others,81,NH,232,171,No,No,0.17,5203,867,0,2015,2 -40,21811,0.02,0.01,4251045644,773,Yes,High School or below,Male,Yes,Single,73,\N,1,4,72,Technology Related Job,254,NM,429,186,No,No,0.63,2054,684,0,2015,1 -40,21811,0.02,0.01,4251045644,773,Yes,High School or below,Male,Yes,Single,73,\N,1,4,72,Technology Related Job,254,NM,429,186,No,No,0.63,2934,586,0,2015,2 -56,19840,0.04,0.02,4251074912,774,Yes,High School or below,Male,Yes,Married,80,\N,0,2,12,Others,114,WV,432,46,No,No,0.84,3626,604,0,2015,1 -56,19840,0.04,0.02,4251074912,774,Yes,High School or below,Male,Yes,Married,80,\N,0,2,12,Others,114,WV,432,46,No,No,0.84,2540,635,0,2015,2 -18,130741,0.03,0.03,4251060562,775,Yes,High School or below,Female,Yes,Married,18,\N,1,0,31,Technology Related Job,286,WY,129,61,No,No,0.3,5761,960,0,2015,1 -18,130741,0.03,0.03,4251060562,775,Yes,High School or below,Female,Yes,Married,18,\N,1,0,31,Technology Related Job,286,WY,129,61,No,No,0.3,4271,1067,0,2015,2 -34,128770,0.05,0,4251091027,776,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,3,5,71,Others,146,KY,133,171,No,No,0.51,4864,694,1,2015,1 -34,128770,0.05,0,4251091027,776,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,3,5,71,Others,146,KY,133,171,No,No,0.51,4902,612,1,2015,2 -65,239670,0.03,0.01,4251052376,777,Yes,Bachelor or equivalent,Female,No,Married,84,\N,0,3,90,Technology Related Job,319,ME,330,186,No,No,0.96,3759,751,0,2015,1 -65,239670,0.03,0.01,4251052376,777,Yes,Bachelor or equivalent,Female,No,Married,84,\N,0,3,90,Technology Related Job,319,ME,330,186,No,No,0.96,282,94,0,2015,2 -13,237699,0.05,0.02,4251038069,778,Yes,Master or equivalent,Female,No,Single,91,\N,3,0,30,Others,179,OH,333,46,No,No,0.18,2484,414,0,2015,1 -13,237699,0.05,0.02,4251038069,778,Yes,Master or equivalent,Female,No,Single,91,\N,3,0,30,Others,179,OH,333,46,No,No,0.18,1955,488,0,2015,2 -43,98599,0.03,0.03,4251096644,779,Yes,Master or equivalent,Male,Yes,Single,29,\N,0,6,49,Technology Related Job,351,OR,30,61,No,Yes,0.63,5122,731,0,2015,1 -43,98599,0.03,0.03,4251096644,779,Yes,Master or equivalent,Male,Yes,Single,29,\N,0,6,49,Technology Related Job,351,OR,30,61,No,Yes,0.63,7206,720,0,2015,2 -59,96628,0.05,0,4251088380,780,Yes,High School or below,Male,Yes,Married,37,\N,3,3,89,Others,211,AR,33,171,No,No,0.84,2205,551,0,2015,1 -59,96628,0.05,0,4251088380,780,Yes,High School or below,Male,Yes,Married,37,\N,3,3,89,Others,211,AR,33,171,No,No,0.84,5125,640,0,2015,2 -21,207529,0.03,0.01,4251056540,781,Yes,High School or below,Female,Yes,Married,94,\N,0,1,8,Technology Related Job,384,CO,230,186,No,No,0.3,2090,418,0,2015,1 -21,207529,0.03,0.01,4251056540,781,Yes,High School or below,Female,Yes,Married,94,\N,0,1,8,Technology Related Job,384,CO,230,186,No,No,0.3,3411,682,0,2015,2 -37,205558,0.06,0.02,4251077165,782,Yes,High School or below,Male,Yes,Married,102,\N,2,6,48,Others,244,MN,234,46,No,No,0.51,4070,678,0,2015,1 -37,205558,0.06,0.02,4251077165,782,Yes,High School or below,Male,Yes,Married,102,\N,2,6,48,Others,244,MN,234,46,No,No,0.51,3723,620,0,2015,2 -68,66458,0.04,0.03,4251013134,783,Yes,High School or below,Female,No,Married,40,\N,0,4,67,Technology Related Job,416,MO,431,61,No,No,0.97,5235,1047,0,2015,1 -68,66458,0.04,0.03,4251013134,783,Yes,High School or below,Female,No,Married,40,\N,0,4,67,Technology Related Job,416,MO,431,61,No,No,0.97,6338,633,0,2015,2 -15,64487,0.06,0,4251064646,784,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,2,1,7,Others,276,SD,434,171,No,No,0.18,4633,661,0,2015,1 -15,64487,0.06,0,4251064646,784,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,2,1,7,Others,276,SD,434,171,No,No,0.18,5218,1043,0,2015,2 -15,64487,0.06,0,4251064646,784,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,2,1,7,Others,276,SD,434,171,No,No,0.18,622,622,0,2015,3 -46,175387,0.04,0.01,4251035716,785,Yes,Bachelor or equivalent,Male,Yes,Single,105,\N,3,7,26,Technology Related Job,449,TX,131,186,No,No,0.63,4254,850,0,2015,1 -46,175387,0.04,0.01,4251035716,785,Yes,Bachelor or equivalent,Male,Yes,Single,105,\N,3,7,26,Technology Related Job,449,TX,131,186,No,No,0.63,1962,490,0,2015,2 -62,173416,0.06,0.02,4251039763,786,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,2,4,66,Others,309,GA,134,46,No,Yes,0.84,6326,790,0,2015,1 -62,173416,0.06,0.02,4251039763,786,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,2,4,66,Others,309,GA,134,46,No,Yes,0.84,3771,754,0,2015,2 -24,34317,0.04,0.03,4251030016,787,Yes,Master or equivalent,Female,Yes,Single,51,\N,3,2,85,Technology Related Job,481,ID,331,61,No,No,0.3,2104,526,0,2015,1 -24,34317,0.04,0.03,4251030016,787,Yes,Master or equivalent,Female,Yes,Single,51,\N,3,2,85,Technology Related Job,481,ID,331,61,No,No,0.3,1126,563,0,2015,2 -40,32346,0.06,0,4251066290,788,Yes,High School or below,Male,Yes,Married,58,\N,2,7,25,Others,342,NH,334,171,No,No,0.51,5762,576,0,2015,1 -40,32346,0.06,0,4251066290,788,Yes,High School or below,Male,Yes,Married,58,\N,2,7,25,Others,342,NH,334,171,No,No,0.51,1987,662,0,2015,2 -70,143246,0.04,0.01,4251016207,789,Yes,High School or below,Female,Yes,Married,116,\N,3,5,44,Technology Related Job,14,NM,31,186,No,No,0.97,3200,640,0,2015,1 -70,143246,0.04,0.01,4251016207,789,Yes,High School or below,Female,Yes,Married,116,\N,3,5,44,Technology Related Job,14,NM,31,186,No,No,0.97,3465,577,0,2015,2 -18,141275,0.07,0.02,4251011218,790,Yes,High School or below,Female,Yes,Single,3,\N,1,2,84,Others,374,WA,35,46,Yes,No,0.18,7358,919,0,2015,1 -18,141275,0.07,0.02,4251011218,790,Yes,High School or below,Female,Yes,Single,3,\N,1,2,84,Others,374,WA,35,46,Yes,No,0.18,4999,833,0,2015,2 -18,141275,0.07,0.02,4251011218,790,Yes,High School or below,Female,Yes,Single,3,\N,1,2,84,Others,374,WA,35,46,Yes,No,0.18,872,436,0,2015,3 -49,2176,0.05,0.03,4251079183,791,No,High School or below,Male,Yes,Single,61,\N,3,0,2,Technology Related Job,47,WI,232,61,No,No,0.63,4263,609,0,2015,1 -49,2176,0.05,0.03,4251079183,791,No,High School or below,Male,Yes,Single,61,\N,3,0,2,Technology Related Job,47,WI,232,61,No,No,0.63,4972,828,0,2015,2 -64,204,0.07,0,4251023963,792,Yes,High School or below,Male,No,Single,69,\N,1,5,43,Others,407,KS,235,171,No,No,0.85,2426,606,0,2015,1 -64,204,0.07,0,4251023963,792,Yes,High School or below,Male,No,Single,69,\N,1,5,43,Others,407,KS,235,171,No,No,0.85,2485,414,0,2015,2 -64,204,0.07,0,4251023963,792,Yes,High School or below,Male,No,Single,69,\N,1,5,43,Others,407,KS,235,171,No,No,0.85,844,844,0,2015,3 -27,111105,0.05,0.01,4251048821,793,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,2,3,61,Technology Related Job,79,LA,432,186,No,No,0.3,7239,804,0,2015,1 -27,111105,0.05,0.01,4251048821,793,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,2,3,61,Technology Related Job,79,LA,432,186,No,No,0.3,1628,542,0,2015,2 -43,109134,0.07,0.02,4251063360,794,Yes,Bachelor or equivalent,Male,Yes,Married,14,\N,1,1,2,Others,439,OH,435,46,No,No,0.51,7641,849,0,2015,1 -43,109134,0.07,0.02,4251063360,794,Yes,Bachelor or equivalent,Male,Yes,Married,14,\N,1,1,2,Others,439,OH,435,46,No,No,0.51,1088,544,0,2015,2 -73,220034,0.05,0.03,4251067490,795,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,2,6,20,Technology Related Job,112,OR,132,61,No,No,0.97,3187,796,0,2015,1 -73,220034,0.05,0.03,4251067490,795,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,2,6,20,Technology Related Job,112,OR,132,61,No,No,0.97,2526,631,0,2015,2 -21,218063,0.07,0,4251070055,796,Yes,PhD or equivalent,Female,Yes,Single,80,\N,0,4,61,Others,472,AZ,136,171,No,No,0.18,3265,653,0,2015,1 -21,218063,0.07,0,4251070055,796,Yes,PhD or equivalent,Female,Yes,Single,80,\N,0,4,61,Others,472,AZ,136,171,No,No,0.18,5905,843,0,2015,2 -51,78964,0.06,0.01,4251008519,797,Yes,High School or below,Male,No,Married,18,\N,2,1,79,Technology Related Job,144,CA,333,186,No,No,0.64,6307,788,0,2015,1 -51,78964,0.06,0.01,4251008519,797,Yes,High School or below,Male,No,Married,18,\N,2,1,79,Technology Related Job,144,CA,333,186,No,No,0.64,2363,787,0,2015,2 -67,76993,0,0.02,4251070269,798,Yes,High School or below,Female,Yes,Single,25,\N,0,7,20,Others,4,MI,336,46,No,No,0.85,3709,463,0,2015,1 -67,76993,0,0.02,4251070269,798,Yes,High School or below,Female,Yes,Single,25,\N,0,7,20,Others,4,MI,336,46,No,No,0.85,7084,1012,0,2015,2 -30,187893,0.06,0.03,4251047897,799,Yes,High School or below,Female,Yes,Single,83,\N,1,4,38,Technology Related Job,177,MS,33,61,No,No,0.3,3296,549,1,2015,1 -30,187893,0.06,0.03,4251047897,799,Yes,High School or below,Female,Yes,Single,83,\N,1,4,38,Technology Related Job,177,MS,33,61,No,No,0.3,4968,993,1,2015,2 -46,185922,0,0,4251043382,800,Yes,High School or below,Male,Yes,Married,90,\N,0,2,79,Others,37,SD,36,170,No,No,0.51,6780,847,0,2015,1 -46,185922,0,0,4251043382,800,Yes,High School or below,Male,Yes,Married,90,\N,0,2,79,Others,37,SD,36,170,No,No,0.51,1047,523,0,2015,2 -76,46822,0.06,0.01,4251055511,801,Yes,High School or below,Female,Yes,Married,28,\N,1,7,97,Technology Related Job,209,TX,233,185,No,Yes,0.97,5322,665,0,2015,1 -76,46822,0.06,0.01,4251055511,801,Yes,High School or below,Female,Yes,Married,28,\N,1,7,97,Technology Related Job,209,TX,233,185,No,Yes,0.97,5683,710,0,2015,2 -24,44851,0,0.02,4251028584,802,Yes,Bachelor or equivalent,Female,Yes,Married,36,\N,0,5,38,Others,69,FL,237,45,No,No,0.18,2098,1049,1,2015,1 -24,44851,0,0.02,4251028584,802,Yes,Bachelor or equivalent,Female,Yes,Married,36,\N,0,5,38,Others,69,FL,237,45,No,No,0.18,2424,606,1,2015,2 -54,155752,0.06,0.03,4251073562,803,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,1,2,56,Technology Related Job,242,HI,434,60,No,No,0.64,3441,1147,0,2015,1 -54,155752,0.06,0.03,4251073562,803,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,1,2,56,Technology Related Job,242,HI,434,60,No,No,0.64,4594,918,0,2015,2 -70,153781,0,0,4251086634,804,Yes,Master or equivalent,Female,Yes,Single,101,\N,3,0,96,Others,102,NV,437,170,No,No,0.85,8112,901,0,2015,1 -70,153781,0,0,4251086634,804,Yes,Master or equivalent,Female,Yes,Single,101,\N,3,0,96,Others,102,NV,437,170,No,No,0.85,4819,803,0,2015,2 -32,14681,0.07,0.01,4251019514,805,Yes,PhD or equivalent,Male,Yes,Single,39,\N,1,6,15,Technology Related Job,274,NJ,134,185,No,No,0.3,4300,614,0,2015,1 -32,14681,0.07,0.01,4251019514,805,Yes,PhD or equivalent,Male,Yes,Single,39,\N,1,6,15,Technology Related Job,274,NJ,134,185,No,No,0.3,5096,849,0,2015,2 -48,12710,0.01,0.02,4251097782,806,Yes,High School or below,Male,No,Married,47,\N,3,3,55,Others,135,WA,137,45,No,No,0.51,4476,639,0,2015,1 -48,12710,0.01,0.02,4251097782,806,Yes,High School or below,Male,No,Married,47,\N,3,3,55,Others,135,WA,137,45,No,No,0.51,5619,468,0,2015,2 -79,123610,0.07,0.03,4251066436,807,Yes,High School or below,Female,Yes,Single,104,\N,0,1,74,Technology Related Job,307,WI,334,60,Yes,No,0.97,2138,1069,0,2015,2 -27,121639,0.01,0,4251083431,808,Yes,High School or below,Female,Yes,Married,112,\N,3,6,14,Others,167,IA,338,170,No,Yes,0.18,1796,449,1,2015,1 -27,121639,0.01,0,4251083431,808,Yes,High School or below,Female,Yes,Married,112,\N,3,6,14,Others,167,IA,338,170,No,Yes,0.18,3318,553,1,2015,2 -57,232540,0.07,0.01,4251072555,809,Yes,High School or below,Male,Yes,Married,50,\N,0,4,33,Technology Related Job,340,KY,34,185,No,No,0.64,1770,590,0,2015,1 -57,232540,0.07,0.01,4251072555,809,Yes,High School or below,Male,Yes,Married,50,\N,0,4,33,Technology Related Job,340,KY,34,185,No,No,0.64,1183,394,0,2015,2 -73,230569,0.01,0.02,4251059143,810,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,3,1,73,Others,200,ND,38,45,No,No,0.85,2652,663,0,2015,1 -73,230569,0.01,0.02,4251059143,810,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,3,1,73,Others,200,ND,38,45,No,No,0.85,482,482,0,2015,2 -73,230569,0.01,0.02,4251059143,810,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,3,1,73,Others,200,ND,38,45,No,No,0.85,780,780,0,2015,3 -35,91469,0.07,0.03,4251018877,811,Yes,Bachelor or equivalent,Male,No,Single,115,\N,0,7,92,Technology Related Job,372,OK,235,60,No,No,0.31,4570,914,1,2015,1 -35,91469,0.07,0.03,4251018877,811,Yes,Bachelor or equivalent,Male,No,Single,115,\N,0,7,92,Technology Related Job,372,OK,235,60,No,No,0.31,1165,582,1,2015,2 -51,89498,0.01,0,4251040143,812,Yes,Master or equivalent,Male,Yes,Single,3,\N,2,4,32,Others,232,AZ,238,170,No,No,0.52,6410,915,0,2015,1 -51,89498,0.01,0,4251040143,812,Yes,Master or equivalent,Male,Yes,Single,3,\N,2,4,32,Others,232,AZ,238,170,No,No,0.52,6976,1162,0,2015,2 -14,200399,0,0.01,4251024619,813,Yes,Master or equivalent,Female,Yes,Single,61,\N,0,2,51,Technology Related Job,405,CA,435,185,No,No,0.97,4273,712,0,2015,1 -14,200399,0,0.01,4251024619,813,Yes,Master or equivalent,Female,Yes,Single,61,\N,0,2,51,Technology Related Job,405,CA,435,185,No,No,0.97,2540,423,0,2015,2 -29,198428,0.02,0.02,4251092787,814,Yes,High School or below,Female,Yes,Married,68,\N,2,7,91,Others,265,MI,438,45,No,No,0.18,1824,456,0,2015,1 -29,198428,0.02,0.02,4251092787,814,Yes,High School or below,Female,Yes,Married,68,\N,2,7,91,Others,265,MI,438,45,No,No,0.18,3224,1074,0,2015,2 -60,59328,0,0.03,4251024311,815,Yes,High School or below,Male,Yes,Married,6,\N,3,5,10,Technology Related Job,437,MN,135,60,No,No,0.64,3252,813,0,2015,1 -60,59328,0,0.03,4251024311,815,Yes,High School or below,Male,Yes,Married,6,\N,3,5,10,Technology Related Job,437,MN,135,60,No,No,0.64,3998,666,0,2015,2 -76,57357,0.02,0,4251087172,816,Yes,High School or below,Female,Yes,Single,13,\N,2,2,50,Others,297,SC,139,170,No,No,0.85,2822,940,0,2015,1 -76,57357,0.02,0,4251087172,816,Yes,High School or below,Female,Yes,Single,13,\N,2,2,50,Others,297,SC,139,170,No,No,0.85,2113,704,0,2015,2 -38,168257,0,0.01,4251030285,817,Yes,High School or below,Male,Yes,Married,71,\N,3,0,69,Technology Related Job,470,TN,336,185,No,No,0.31,2227,742,0,2015,1 -38,168257,0,0.01,4251030285,817,Yes,High School or below,Male,Yes,Married,71,\N,3,0,69,Technology Related Job,470,TN,336,185,No,No,0.31,1991,497,0,2015,2 -54,166286,0.02,0.02,4251023259,818,Yes,Bachelor or equivalent,Male,Yes,Single,79,\N,1,5,9,Others,330,FL,339,45,No,No,0.52,3730,1243,0,2015,1 -54,166286,0.02,0.02,4251023259,818,Yes,Bachelor or equivalent,Male,Yes,Single,79,\N,1,5,9,Others,330,FL,339,45,No,No,0.52,7747,860,0,2015,2 -16,27187,0,0.03,4251063226,819,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,3,3,27,Technology Related Job,2,HI,36,60,No,No,0.97,4474,745,0,2015,1 -32,25216,0.02,0,4251089910,820,Yes,Bachelor or equivalent,Female,No,Married,24,\N,1,0,68,Others,362,NV,39,170,No,No,0.18,2872,718,0,2015,1 -32,25216,0.02,0,4251089910,820,Yes,Bachelor or equivalent,Female,No,Married,24,\N,1,0,68,Others,362,NV,39,170,No,No,0.18,3770,754,0,2015,2 -32,25216,0.02,0,4251089910,820,Yes,Bachelor or equivalent,Female,No,Married,24,\N,1,0,68,Others,362,NV,39,170,No,No,0.18,908,908,0,2015,3 -63,136116,0.01,0.01,4251053858,821,Yes,Master or equivalent,Male,Yes,Married,82,\N,2,6,86,Technology Related Job,35,NH,236,185,No,No,0.64,4505,643,0,2015,1 -63,136116,0.01,0.01,4251053858,821,Yes,Master or equivalent,Male,Yes,Married,82,\N,2,6,86,Technology Related Job,35,NH,236,185,No,No,0.64,2680,670,0,2015,2 -78,134145,0.03,0.02,4251100406,822,Yes,High School or below,Female,Yes,Married,90,\N,1,4,27,Others,395,VA,240,45,No,No,0.85,4429,632,0,2015,1 -78,134145,0.03,0.02,4251100406,822,Yes,High School or below,Female,Yes,Married,90,\N,1,4,27,Others,395,VA,240,45,No,No,0.85,2841,710,0,2015,2 -78,134145,0.03,0.02,4251100406,822,Yes,High School or below,Female,Yes,Married,90,\N,1,4,27,Others,395,VA,240,45,No,No,0.85,24,24,0,2015,3 -41,245045,0.01,0.02,4251034523,823,Yes,High School or below,Male,Yes,Married,28,\N,2,1,45,Technology Related Job,67,WV,437,60,No,Yes,0.31,2262,754,0,2015,1 -41,245045,0.01,0.02,4251034523,823,Yes,High School or below,Male,Yes,Married,28,\N,2,1,45,Technology Related Job,67,WV,437,60,No,Yes,0.31,6987,1164,0,2015,2 -57,243074,0.03,0,4251087659,824,Yes,High School or below,Male,Yes,Single,35,\N,1,7,86,Others,428,IA,440,170,No,No,0.52,6180,686,0,2015,1 -57,243074,0.03,0,4251087659,824,Yes,High School or below,Male,Yes,Single,35,\N,1,7,86,Others,428,IA,440,170,No,No,0.52,6074,759,0,2015,2 -19,103975,0.01,0,4251055137,825,Yes,High School or below,Female,No,Single,93,\N,2,4,4,Technology Related Job,100,KY,137,185,No,No,0.97,6777,677,1,2015,1 -19,103975,0.01,0,4251055137,825,Yes,High School or below,Female,No,Single,93,\N,2,4,4,Technology Related Job,100,KY,137,185,No,No,0.97,3802,760,1,2015,2 -35,102004,0.03,0.02,4251024051,826,Yes,Bachelor or equivalent,Female,No,Married,100,\N,0,2,45,Others,460,ND,140,45,No,No,0.19,7190,599,0,2015,1 -35,102004,0.03,0.02,4251024051,826,Yes,Bachelor or equivalent,Female,No,Married,100,\N,0,2,45,Others,460,ND,140,45,No,No,0.19,3114,778,0,2015,2 -35,102004,0.03,0.02,4251024051,826,Yes,Bachelor or equivalent,Female,No,Married,100,\N,0,2,45,Others,460,ND,140,45,No,No,0.19,248,248,0,2015,3 -65,212904,0.01,0.02,4251030454,827,Yes,Bachelor or equivalent,Male,Yes,Single,38,\N,2,7,63,Technology Related Job,133,OH,337,60,No,No,0.64,2289,572,0,2015,1 -65,212904,0.01,0.02,4251030454,827,Yes,Bachelor or equivalent,Male,Yes,Single,38,\N,2,7,63,Technology Related Job,133,OH,337,60,No,No,0.64,6320,702,0,2015,2 -65,212904,0.01,0.02,4251030454,827,Yes,Bachelor or equivalent,Male,Yes,Single,38,\N,2,7,63,Technology Related Job,133,OH,337,60,No,No,0.64,849,849,0,2015,3 -13,210933,0.03,0,4251024012,828,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,0,5,4,Technology Related Job,493,AK,341,170,No,No,0.85,2876,719,0,2015,1 -13,210933,0.03,0,4251024012,828,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,0,5,4,Technology Related Job,493,AK,341,170,No,No,0.85,5532,922,0,2015,2 -44,71834,0.02,0,4251071306,829,Yes,Master or equivalent,Male,Yes,Married,104,\N,1,2,22,Technology Related Job,165,AR,38,185,Yes,No,0.31,2695,898,0,2015,1 -44,71834,0.02,0,4251071306,829,Yes,Master or equivalent,Male,Yes,Married,104,\N,1,2,22,Technology Related Job,165,AR,38,185,Yes,No,0.31,4317,863,0,2015,2 -60,69862,0.04,0.02,4251061194,830,Yes,PhD or equivalent,Male,Yes,Single,111,\N,0,0,63,Technology Related Job,25,MA,41,45,No,Yes,0.52,4126,687,0,2015,1 -60,69862,0.04,0.02,4251061194,830,Yes,PhD or equivalent,Male,Yes,Single,111,\N,0,0,63,Technology Related Job,25,MA,41,45,No,Yes,0.52,2439,609,0,2015,2 -22,180763,0.02,0.02,4251048734,831,Yes,High School or below,Female,Yes,Single,49,\N,1,5,81,Technology Related Job,198,MN,238,60,No,No,0.98,5969,746,0,2015,1 -22,180763,0.02,0.02,4251048734,831,Yes,High School or below,Female,Yes,Single,49,\N,1,5,81,Technology Related Job,198,MN,238,60,No,No,0.98,4548,758,0,2015,2 -38,178792,0.04,0,4251017851,832,Yes,High School or below,Male,Yes,Single,57,\N,0,3,21,Technology Related Job,58,SC,241,170,No,No,0.19,3187,796,0,2015,1 -38,178792,0.04,0,4251017851,832,Yes,High School or below,Male,Yes,Single,57,\N,0,3,21,Technology Related Job,58,SC,241,170,No,No,0.19,3476,869,0,2015,2 -68,39692,0.02,0,4251066839,833,Yes,High School or below,Female,Yes,Single,114,\N,1,1,40,Technology Related Job,230,SD,438,185,No,No,0.64,7353,565,0,2015,1 -68,39692,0.02,0,4251066839,833,Yes,High School or below,Female,Yes,Single,114,\N,1,1,40,Technology Related Job,230,SD,438,185,No,No,0.64,4767,953,0,2015,2 -16,37721,0.04,0.02,4251061821,834,Yes,High School or below,Female,No,Married,2,\N,3,6,80,Technology Related Job,90,DE,441,45,No,No,0.85,3041,380,1,2015,1 -16,37721,0.04,0.02,4251061821,834,Yes,High School or below,Female,No,Married,2,\N,3,6,80,Technology Related Job,90,DE,441,45,No,No,0.85,6702,957,1,2015,2 -46,148622,0.02,0.02,4251047657,835,Yes,Bachelor or equivalent,Male,Yes,Married,60,\N,1,4,99,Technology Related Job,263,GA,138,60,No,No,0.31,3535,883,0,2015,1 -46,148622,0.02,0.02,4251047657,835,Yes,Bachelor or equivalent,Male,Yes,Married,60,\N,1,4,99,Technology Related Job,263,GA,138,60,No,No,0.31,3594,718,0,2015,2 -62,146651,0.04,0,4251011722,836,Yes,Bachelor or equivalent,Male,Yes,Single,67,\N,3,1,39,Technology Related Job,123,NE,142,170,No,No,0.52,5053,842,0,2015,1 -62,146651,0.04,0,4251011722,836,Yes,Bachelor or equivalent,Male,Yes,Single,67,\N,3,1,39,Technology Related Job,123,NE,142,170,No,No,0.52,2945,981,0,2015,2 -25,7551,0.03,0,4251086677,837,No,Bachelor or equivalent,Female,Yes,Single,5,\N,0,7,58,Technology Related Job,295,NH,339,185,No,No,0.98,2827,471,0,2015,1 -25,7551,0.03,0,4251086677,837,No,Bachelor or equivalent,Female,Yes,Single,5,\N,0,7,58,Technology Related Job,295,NH,339,185,No,No,0.98,1240,413,0,2015,2 -41,5580,0.05,0.02,4251094198,838,Yes,Master or equivalent,Male,Yes,Single,13,\N,3,4,98,Technology Related Job,155,VA,342,45,No,No,0.19,4263,710,0,2015,1 -41,5580,0.05,0.02,4251094198,838,Yes,Master or equivalent,Male,Yes,Single,13,\N,3,4,98,Technology Related Job,155,VA,342,45,No,No,0.19,4251,531,0,2015,2 -71,116480,0.03,0.02,4251084727,839,Yes,PhD or equivalent,Female,No,Single,71,\N,0,2,17,Technology Related Job,328,WA,39,60,No,No,0.64,1591,530,0,2015,1 -71,116480,0.03,0.02,4251084727,839,Yes,PhD or equivalent,Female,No,Single,71,\N,0,2,17,Technology Related Job,328,WA,39,60,No,No,0.64,1653,330,0,2015,2 -19,114509,0.05,0,4251023750,840,Yes,High School or below,Female,No,Married,78,\N,2,7,57,Technology Related Job,188,IN,42,170,No,No,0.86,6513,930,1,2015,1 -19,114509,0.05,0,4251023750,840,Yes,High School or below,Female,No,Married,78,\N,2,7,57,Technology Related Job,188,IN,42,170,No,No,0.86,1826,456,1,2015,2 -49,225410,0.03,0,4251098619,841,Yes,High School or below,Male,Yes,Married,16,\N,0,5,76,Technology Related Job,360,KS,239,185,No,No,0.31,9002,1000,0,2015,1 -49,225410,0.03,0,4251098619,841,Yes,High School or below,Male,Yes,Married,16,\N,0,5,76,Technology Related Job,360,KS,239,185,No,No,0.31,2532,1266,0,2015,2 -65,223439,0.05,0.02,4251028053,842,Yes,High School or below,Male,Yes,Single,23,\N,2,2,16,Technology Related Job,221,NC,243,45,No,No,0.52,223,74,0,2015,1 -65,223439,0.05,0.02,4251028053,842,Yes,High School or below,Male,Yes,Single,23,\N,2,2,16,Technology Related Job,221,NC,243,45,No,No,0.52,3285,657,0,2015,2 -27,84339,0.03,0.02,4251099969,843,Yes,High School or below,Female,Yes,Married,81,\N,3,0,35,Technology Related Job,393,OH,440,60,No,Yes,0.98,4718,786,1,2015,1 -27,84339,0.03,0.02,4251099969,843,Yes,High School or below,Female,Yes,Married,81,\N,3,0,35,Technology Related Job,393,OH,440,60,No,Yes,0.98,1116,1116,1,2015,2 -43,82368,0.05,0,4251084257,844,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,2,5,75,Technology Related Job,253,AK,443,170,No,No,0.19,2900,966,0,2015,1 -43,82368,0.05,0,4251084257,844,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,2,5,75,Technology Related Job,253,AK,443,170,No,No,0.19,2101,700,0,2015,2 -74,193268,0.04,0,4251088693,845,Yes,Bachelor or equivalent,Female,No,Single,27,\N,3,3,94,Technology Related Job,426,AZ,140,185,No,No,0.65,6654,950,0,2015,1 -74,193268,0.04,0,4251088693,845,Yes,Bachelor or equivalent,Female,No,Single,27,\N,3,3,94,Technology Related Job,426,AZ,140,185,No,No,0.65,1397,698,0,2015,2 -22,191297,0.06,0.02,4251079921,846,Yes,Master or equivalent,Female,Yes,Married,34,\N,2,0,34,Technology Related Job,286,MD,143,45,No,No,0.86,496,496,0,2015,1 -22,191297,0.06,0.02,4251079921,846,Yes,Master or equivalent,Female,Yes,Married,34,\N,2,0,34,Technology Related Job,286,MD,143,45,No,No,0.86,4123,1030,0,2015,2 -52,52198,0.04,0.02,4251040467,847,Yes,Master or equivalent,Male,Yes,Married,92,\N,3,6,52,Technology Related Job,458,MI,340,60,No,No,0.31,4920,702,0,2015,1 -52,52198,0.04,0.02,4251040467,847,Yes,Master or equivalent,Male,Yes,Married,92,\N,3,6,52,Technology Related Job,458,MI,340,60,No,No,0.31,442,442,0,2015,2 -68,50227,0.06,0,4251022101,848,Yes,High School or below,Male,Yes,Married,100,\N,1,3,93,Technology Related Job,318,RI,344,170,No,No,0.52,5721,635,0,2015,1 -68,50227,0.06,0,4251022101,848,Yes,High School or below,Male,Yes,Married,100,\N,1,3,93,Technology Related Job,318,RI,344,170,No,No,0.52,1053,526,0,2015,2 -30,161127,0.04,0,4251082411,849,Yes,High School or below,Female,Yes,Married,38,\N,3,1,11,Non-technology Related Job,491,SD,41,185,No,No,0.98,5347,594,0,2015,1 -30,161127,0.04,0,4251082411,849,Yes,High School or below,Female,Yes,Married,38,\N,3,1,11,Non-technology Related Job,491,SD,41,185,No,No,0.98,4803,686,0,2015,2 -30,161127,0.04,0,4251082411,849,Yes,High School or below,Female,Yes,Married,38,\N,3,1,11,Non-technology Related Job,491,SD,41,185,No,No,0.98,43,43,0,2015,3 -46,159156,0.06,0.02,4251018807,850,Yes,High School or below,Male,Yes,Single,45,\N,1,7,52,Technology Related Job,351,DE,44,45,No,No,0.19,6014,859,0,2015,1 -46,159156,0.06,0.02,4251018807,850,Yes,High School or below,Male,Yes,Single,45,\N,1,7,52,Technology Related Job,351,DE,44,45,No,No,0.19,7055,1007,0,2015,2 -46,159156,0.06,0.02,4251018807,850,Yes,High School or below,Male,Yes,Single,45,\N,1,7,52,Technology Related Job,351,DE,44,45,No,No,0.19,1254,1254,0,2015,3 -77,20057,0.04,0.02,4251074672,851,Yes,High School or below,Female,Yes,Single,103,\N,2,4,70,Non-technology Related Job,23,FL,241,60,No,No,0.65,4620,660,0,2015,1 -77,20057,0.04,0.02,4251074672,851,Yes,High School or below,Female,Yes,Single,103,\N,2,4,70,Non-technology Related Job,23,FL,241,60,No,No,0.65,3728,621,0,2015,2 -77,20057,0.04,0.02,4251074672,851,Yes,High School or below,Female,Yes,Single,103,\N,2,4,70,Non-technology Related Job,23,FL,241,60,No,No,0.65,697,697,0,2015,3 -24,18086,0.06,0,4251031150,852,Yes,Bachelor or equivalent,Female,Yes,Married,110,\N,1,2,11,Technology Related Job,383,MT,244,170,No,Yes,0.86,1852,617,1,2015,1 -24,18086,0.06,0,4251031150,852,Yes,Bachelor or equivalent,Female,Yes,Married,110,\N,1,2,11,Technology Related Job,383,MT,244,170,No,Yes,0.86,3668,733,1,2015,2 -55,128986,0.05,0,4251053394,853,Yes,Bachelor or equivalent,Male,No,Single,48,\N,2,7,29,Non-technology Related Job,56,NV,441,185,No,No,0.31,6349,1058,0,2015,1 -55,128986,0.05,0,4251053394,853,Yes,Bachelor or equivalent,Male,No,Single,48,\N,2,7,29,Non-technology Related Job,56,NV,441,185,No,No,0.31,2164,721,0,2015,2 -71,127015,0.07,0.02,4251056902,854,Yes,Master or equivalent,Male,No,Married,56,\N,1,5,70,Technology Related Job,416,VT,445,45,Yes,No,0.53,4128,688,0,2015,1 -71,127015,0.07,0.02,4251056902,854,Yes,Master or equivalent,Male,No,Married,56,\N,1,5,70,Technology Related Job,416,VT,445,45,Yes,No,0.53,1611,402,0,2015,2 -33,237915,0.05,0.02,4251056484,855,Yes,Master or equivalent,Female,Yes,Married,114,\N,2,2,88,Non-technology Related Job,88,WA,141,60,No,No,0.98,10782,980,0,2015,1 -33,237915,0.05,0.02,4251056484,855,Yes,Master or equivalent,Female,Yes,Married,114,\N,2,2,88,Non-technology Related Job,88,WA,141,60,No,No,0.98,3918,653,0,2015,2 -49,235944,0.07,0,4251055576,856,Yes,High School or below,Male,Yes,Single,1,\N,0,0,29,Technology Related Job,448,IN,145,170,No,No,0.19,3830,478,0,2015,1 -49,235944,0.07,0,4251055576,856,Yes,High School or below,Male,Yes,Single,1,\N,0,0,29,Technology Related Job,448,IN,145,170,No,No,0.19,2112,704,0,2015,2 -79,96845,0.05,0,4251019833,857,Yes,High School or below,Female,Yes,Single,59,\N,2,5,47,Non-technology Related Job,121,KS,342,185,No,No,0.65,4228,845,0,2015,1 -79,96845,0.05,0,4251019833,857,Yes,High School or below,Female,Yes,Single,59,\N,2,5,47,Non-technology Related Job,121,KS,342,185,No,No,0.65,1103,367,0,2015,2 -27,94874,0.07,0.02,4251098345,858,Yes,High School or below,Female,Yes,Single,67,\N,0,3,88,Technology Related Job,481,NY,345,45,No,No,0.86,715,357,0,2015,1 -27,94874,0.07,0.02,4251098345,858,Yes,High School or below,Female,Yes,Single,67,\N,0,3,88,Technology Related Job,481,NY,345,45,No,No,0.86,5405,772,0,2015,2 -27,94874,0.07,0.02,4251098345,858,Yes,High School or below,Female,Yes,Single,67,\N,0,3,88,Technology Related Job,481,NY,345,45,No,No,0.86,964,964,0,2015,3 -58,205774,0.05,0.02,4251099854,859,Yes,High School or below,Male,No,Single,4,\N,1,0,6,Non-technology Related Job,153,ND,42,60,No,No,0.32,4790,684,0,2015,1 -58,205774,0.05,0.02,4251099854,859,Yes,High School or below,Male,No,Single,4,\N,1,0,6,Non-technology Related Job,153,ND,42,60,No,No,0.32,1057,528,0,2015,2 -58,205774,0.05,0.02,4251099854,859,Yes,High School or below,Male,No,Single,4,\N,1,0,6,Non-technology Related Job,153,ND,42,60,No,No,0.32,24,24,0,2015,3 -73,203803,0.07,0,4251077680,860,Yes,Bachelor or equivalent,Female,Yes,Married,12,\N,0,6,47,Technology Related Job,14,AL,45,170,No,No,0.53,5648,1129,0,2015,1 -73,203803,0.07,0,4251077680,860,Yes,Bachelor or equivalent,Female,Yes,Married,12,\N,0,6,47,Technology Related Job,14,AL,45,170,No,No,0.53,6852,856,0,2015,2 -36,64703,0.06,0,4251079989,861,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,1,4,65,Non-technology Related Job,186,AZ,242,185,No,No,0.98,8321,924,0,2015,1 -36,64703,0.06,0,4251079989,861,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,1,4,65,Non-technology Related Job,186,AZ,242,185,No,No,0.98,6872,981,0,2015,2 -36,64703,0.06,0,4251079989,861,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,1,4,65,Non-technology Related Job,186,AZ,242,185,No,No,0.98,674,674,0,2015,3 -52,62732,0,0.02,4251037026,862,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,3,1,5,Technology Related Job,46,MD,246,45,No,No,0.19,3599,719,0,2015,1 -52,62732,0,0.02,4251037026,862,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,3,1,5,Technology Related Job,46,MD,246,45,No,No,0.19,2230,1115,0,2015,2 -14,173633,0.06,0.02,4251083469,863,Yes,Master or equivalent,Female,Yes,Married,15,\N,1,7,24,Non-technology Related Job,219,MI,443,60,No,No,0.65,4023,804,0,2015,1 -14,173633,0.06,0.02,4251083469,863,Yes,Master or equivalent,Female,Yes,Married,15,\N,1,7,24,Non-technology Related Job,219,MI,443,60,No,No,0.65,5471,607,0,2015,2 -30,171662,0,0,4251039093,864,Yes,High School or below,Female,Yes,Single,23,\N,3,4,64,Technology Related Job,79,PA,446,170,No,No,0.86,3234,808,0,2015,1 -30,171662,0,0,4251039093,864,Yes,High School or below,Female,Yes,Single,23,\N,3,4,64,Technology Related Job,79,PA,446,170,No,No,0.86,4456,742,0,2015,2 -30,171662,0,0,4251039093,864,Yes,High School or below,Female,Yes,Single,23,\N,3,4,64,Technology Related Job,79,PA,446,170,No,No,0.86,153,153,0,2015,3 -60,32562,0.06,0,4251084084,865,Yes,High School or below,Male,Yes,Single,81,\N,0,2,83,Non-technology Related Job,251,SC,143,185,No,Yes,0.32,6704,558,0,2015,1 -60,32562,0.06,0,4251084084,865,Yes,High School or below,Male,Yes,Single,81,\N,0,2,83,Non-technology Related Job,251,SC,143,185,No,Yes,0.32,2118,423,0,2015,2 -76,30591,0,0.02,4251047917,866,Yes,High School or below,Female,Yes,Married,88,\N,3,7,23,Technology Related Job,111,CT,146,45,No,No,0.53,3781,630,0,2015,1 -76,30591,0,0.02,4251047917,866,Yes,High School or below,Female,Yes,Married,88,\N,3,7,23,Technology Related Job,111,CT,146,45,No,No,0.53,4980,830,0,2015,2 -39,141492,0.06,0.02,4251032177,867,Yes,High School or below,Male,Yes,Married,26,\N,0,5,42,Non-technology Related Job,284,FL,343,60,No,No,0.98,5462,910,0,2015,1 -39,141492,0.06,0.02,4251032177,867,Yes,High School or below,Male,Yes,Married,26,\N,0,5,42,Non-technology Related Job,284,FL,343,60,No,No,0.98,3993,998,0,2015,2 -55,139520,0,0,4251062935,868,Yes,High School or below,Male,No,Married,34,\N,3,2,82,Technology Related Job,144,MT,347,170,No,No,0.19,1765,882,0,2015,1 -55,139520,0,0,4251062935,868,Yes,High School or below,Male,No,Married,34,\N,3,2,82,Technology Related Job,144,MT,347,170,No,No,0.19,789,394,0,2015,2 -55,139520,0,0,4251062935,868,Yes,High School or below,Male,No,Married,34,\N,3,2,82,Technology Related Job,144,MT,347,170,No,No,0.19,1933,966,0,2015,3 -17,421,0.07,0,4251077203,869,Yes,Bachelor or equivalent,Female,Yes,Married,91,\N,0,0,1,Non-technology Related Job,316,NV,44,185,No,No,0.65,3214,642,0,2015,1 -17,421,0.07,0,4251077203,869,Yes,Bachelor or equivalent,Female,Yes,Married,91,\N,0,0,1,Non-technology Related Job,316,NV,44,185,No,No,0.65,1235,308,0,2015,2 -17,421,0.07,0,4251077203,869,Yes,Bachelor or equivalent,Female,Yes,Married,91,\N,0,0,1,Non-technology Related Job,316,NV,44,185,No,No,0.65,1287,1287,0,2015,3 -33,248450,0.01,0.02,4251045524,870,Yes,Bachelor or equivalent,Female,Yes,Single,99,\N,2,5,41,Technology Related Job,176,UT,47,45,No,No,0.86,2707,338,0,2015,1 -33,248450,0.01,0.02,4251045524,870,Yes,Bachelor or equivalent,Female,Yes,Single,99,\N,2,5,41,Technology Related Job,176,UT,47,45,No,No,0.86,4688,937,0,2015,2 -63,109350,0.07,0.02,4251068010,871,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,0,3,60,Non-technology Related Job,349,VA,244,60,Yes,No,0.32,5999,857,0,2015,1 -63,109350,0.07,0.02,4251068010,871,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,0,3,60,Non-technology Related Job,349,VA,244,60,Yes,No,0.32,4365,545,0,2015,2 -79,107379,0.01,0,4251021265,872,Yes,PhD or equivalent,Female,Yes,Married,44,\N,2,0,0,Technology Related Job,209,IL,247,170,No,No,0.53,3837,767,0,2015,1 -79,107379,0.01,0,4251021265,872,Yes,PhD or equivalent,Female,Yes,Married,44,\N,2,0,0,Technology Related Job,209,IL,247,170,No,No,0.53,3916,652,0,2015,2 -41,218280,0.07,0,4251030677,873,Yes,High School or below,Male,No,Single,102,\N,3,6,19,Non-technology Related Job,381,IA,444,185,No,No,0.99,9269,772,0,2015,1 -41,218280,0.07,0,4251030677,873,Yes,High School or below,Male,No,Single,102,\N,3,6,19,Non-technology Related Job,381,IA,444,185,No,No,0.99,5136,733,0,2015,2 -57,216309,0.01,0.02,4251090216,874,Yes,High School or below,Male,Yes,Married,110,\N,2,3,59,Technology Related Job,241,NY,448,45,No,Yes,0.2,4980,996,0,2015,1 -57,216309,0.01,0.02,4251090216,874,Yes,High School or below,Male,Yes,Married,110,\N,2,3,59,Technology Related Job,241,NY,448,45,No,Yes,0.2,3918,979,0,2015,2 -20,77209,0.07,0.02,4251011917,875,Yes,High School or below,Female,Yes,Married,48,\N,3,1,78,Non-technology Related Job,414,ND,145,60,No,No,0.65,2149,537,0,2015,1 -20,77209,0.07,0.02,4251011917,875,Yes,High School or below,Female,Yes,Married,48,\N,3,1,78,Non-technology Related Job,414,ND,145,60,No,No,0.65,5858,836,0,2015,2 -36,75238,0.02,0,4251041607,876,Yes,High School or below,Female,Yes,Single,55,\N,2,6,18,Technology Related Job,274,WY,148,170,No,No,0.86,6924,865,0,2015,1 -36,75238,0.02,0,4251041607,876,Yes,High School or below,Female,Yes,Single,55,\N,2,6,18,Technology Related Job,274,WY,148,170,No,No,0.86,2056,685,0,2015,2 -36,75238,0.02,0,4251041607,876,Yes,High School or below,Female,Yes,Single,55,\N,2,6,18,Technology Related Job,274,WY,148,170,No,No,0.86,1031,1031,0,2015,3 -66,186138,0,0,4251097390,877,Yes,High School or below,Male,Yes,Single,113,\N,3,4,36,Non-technology Related Job,446,AK,345,185,No,No,0.32,1114,557,0,2015,1 -66,186138,0,0,4251097390,877,Yes,High School or below,Male,Yes,Single,113,\N,3,4,36,Non-technology Related Job,446,AK,345,185,No,No,0.32,2519,503,0,2015,2 -14,184167,0.02,0.02,4251042088,878,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,1,2,77,Technology Related Job,307,ME,348,45,No,No,0.53,3327,831,0,2015,1 -14,184167,0.02,0.02,4251042088,878,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,1,2,77,Technology Related Job,307,ME,348,45,No,No,0.53,2624,874,0,2015,2 -44,45068,0,0.02,4251029060,879,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,2,7,95,Non-technology Related Job,479,MA,45,60,No,No,0.99,708,354,0,2015,1 -44,45068,0,0.02,4251029060,879,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,2,7,95,Non-technology Related Job,479,MA,45,60,No,No,0.99,1332,444,0,2015,2 -60,43097,0.02,0,4251045773,880,Yes,Master or equivalent,Male,Yes,Married,66,\N,1,5,36,Technology Related Job,339,PA,49,170,No,No,0.2,1188,198,0,2015,1 -60,43097,0.02,0,4251045773,880,Yes,Master or equivalent,Male,Yes,Married,66,\N,1,5,36,Technology Related Job,339,PA,49,170,No,No,0.2,3606,901,0,2015,2 -23,153997,0,0,4251049171,881,Yes,PhD or equivalent,Female,Yes,Married,4,\N,2,2,54,Non-technology Related Job,12,SC,245,185,No,No,0.65,3125,625,0,2015,1 -23,153997,0,0,4251049171,881,Yes,PhD or equivalent,Female,Yes,Married,4,\N,2,2,54,Non-technology Related Job,12,SC,245,185,No,No,0.65,5985,855,0,2015,2 -38,152026,0.02,0.02,4251054604,882,Yes,High School or below,Female,No,Single,11,\N,1,0,95,Technology Related Job,372,CO,249,45,No,No,0.86,2508,836,1,2015,1 -38,152026,0.02,0.02,4251054604,882,Yes,High School or below,Female,No,Single,11,\N,1,0,95,Technology Related Job,372,CO,249,45,No,No,0.86,3355,671,1,2015,2 -38,152026,0.02,0.02,4251054604,882,Yes,High School or below,Female,No,Single,11,\N,1,0,95,Technology Related Job,372,CO,249,45,No,No,0.86,1141,1141,1,2015,3 -69,12926,0,0.02,4251054580,883,No,High School or below,Male,Yes,Married,69,\N,2,5,13,Non-technology Related Job,44,DE,446,60,No,No,0.32,3642,728,0,2015,1 -69,12926,0,0.02,4251054580,883,No,High School or below,Male,Yes,Married,69,\N,2,5,13,Non-technology Related Job,44,DE,446,60,No,No,0.32,3527,881,0,2015,2 -17,10955,0.03,0,4251083799,884,Yes,High School or below,Female,Yes,Single,77,\N,0,3,54,Technology Related Job,404,MO,449,170,No,No,0.53,2410,482,1,2015,1 -17,10955,0.03,0,4251083799,884,Yes,High School or below,Female,Yes,Single,77,\N,0,3,54,Technology Related Job,404,MO,449,170,No,No,0.53,2873,718,1,2015,2 -47,121856,0.01,0,4251078639,885,Yes,High School or below,Male,Yes,Single,15,\N,2,0,72,Non-technology Related Job,77,NE,146,185,No,No,0.99,1769,884,0,2015,1 -47,121856,0.01,0,4251078639,885,Yes,High School or below,Male,Yes,Single,15,\N,2,0,72,Non-technology Related Job,77,NE,146,185,No,No,0.99,4848,969,0,2015,2 -63,119885,0.03,0.02,4251076139,886,Yes,Bachelor or equivalent,Male,Yes,Married,22,\N,0,6,13,Technology Related Job,437,UT,149,45,No,No,0.2,3187,637,0,2015,1 -63,119885,0.03,0.02,4251076139,886,Yes,Bachelor or equivalent,Male,Yes,Married,22,\N,0,6,13,Technology Related Job,437,UT,149,45,No,No,0.2,5872,838,0,2015,2 -25,230785,0.01,0.02,4251019974,887,Yes,Bachelor or equivalent,Female,No,Married,80,\N,1,3,31,Non-technology Related Job,109,VA,346,60,No,Yes,0.65,6640,830,0,2015,1 -25,230785,0.01,0.02,4251019974,887,Yes,Bachelor or equivalent,Female,No,Married,80,\N,1,3,31,Non-technology Related Job,109,VA,346,60,No,Yes,0.65,4076,679,0,2015,2 -41,228814,0.03,0,4251027310,888,Yes,Master or equivalent,Female,Yes,Married,87,\N,0,1,72,Technology Related Job,469,ID,350,170,No,No,0.87,7090,787,0,2015,1 -41,228814,0.03,0,4251027310,888,Yes,Master or equivalent,Female,Yes,Married,87,\N,0,1,72,Technology Related Job,469,ID,350,170,No,No,0.87,456,456,0,2015,2 -72,89715,0.01,0,4251044733,889,Yes,Master or equivalent,Male,Yes,Married,25,\N,1,7,90,Non-technology Related Job,142,IN,47,185,No,No,0.32,1991,663,0,2015,1 -72,89715,0.01,0,4251044733,889,Yes,Master or equivalent,Male,Yes,Married,25,\N,1,7,90,Non-technology Related Job,142,IN,47,185,No,No,0.32,1134,226,0,2015,2 -19,87744,0.03,0.02,4251093135,890,Yes,High School or below,Female,Yes,Single,33,\N,0,4,30,Technology Related Job,2,NM,50,45,No,No,0.53,2294,764,0,2015,1 -19,87744,0.03,0.02,4251093135,890,Yes,High School or below,Female,Yes,Single,33,\N,0,4,30,Technology Related Job,2,NM,50,45,No,No,0.53,4035,576,0,2015,2 -50,198644,0.02,0.02,4251054573,891,Yes,High School or below,Male,Yes,Single,91,\N,1,2,49,Non-technology Related Job,174,NC,247,60,No,No,0.99,3179,794,0,2015,1 -50,198644,0.02,0.02,4251054573,891,Yes,High School or below,Male,Yes,Single,91,\N,1,2,49,Non-technology Related Job,174,NC,247,60,No,No,0.99,3626,725,0,2015,2 -50,198644,0.02,0.02,4251054573,891,Yes,High School or below,Male,Yes,Single,91,\N,1,2,49,Non-technology Related Job,174,NC,247,60,No,No,0.99,837,837,0,2015,3 -66,196673,0.04,0,4251074499,892,Yes,High School or below,Male,Yes,Married,98,\N,3,7,89,Technology Related Job,34,WY,250,170,No,No,0.2,2663,887,0,2015,1 -66,196673,0.04,0,4251074499,892,Yes,High School or below,Male,Yes,Married,98,\N,3,7,89,Technology Related Job,34,WY,250,170,No,No,0.2,3974,567,0,2015,2 -28,57573,0.02,0,4251066358,893,Yes,High School or below,Female,Yes,Single,36,\N,1,5,8,Non-technology Related Job,207,AK,447,185,Yes,No,0.66,1711,570,0,2015,1 -28,57573,0.02,0,4251066358,893,Yes,High School or below,Female,Yes,Single,36,\N,1,5,8,Non-technology Related Job,207,AK,447,185,Yes,No,0.66,3826,637,0,2015,2 -28,57573,0.02,0,4251066358,893,Yes,High School or below,Female,Yes,Single,36,\N,1,5,8,Non-technology Related Job,207,AK,447,185,Yes,No,0.66,1359,1359,0,2015,3 -44,55602,0.04,0.02,4251056469,894,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,3,2,48,Technology Related Job,67,ME,451,45,No,No,0.87,3813,476,0,2015,1 -44,55602,0.04,0.02,4251056469,894,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,3,2,48,Technology Related Job,67,ME,451,45,No,No,0.87,676,676,0,2015,2 -74,166503,0.02,0.02,4251053115,895,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,0,0,67,Non-technology Related Job,239,MD,148,59,No,No,0.32,4773,681,0,2015,1 -74,166503,0.02,0.02,4251053115,895,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,0,0,67,Non-technology Related Job,239,MD,148,59,No,No,0.32,4569,761,0,2015,2 -22,164532,0.04,0,4251012976,896,Yes,Master or equivalent,Female,No,Single,109,\N,3,5,7,Technology Related Job,100,OR,151,169,No,Yes,0.53,1950,650,0,2015,1 -22,164532,0.04,0,4251012976,896,Yes,Master or equivalent,Female,No,Single,109,\N,3,5,7,Technology Related Job,100,OR,151,169,No,Yes,0.53,3002,750,0,2015,2 -53,25432,0.02,0,4251049355,897,Yes,Master or equivalent,Male,Yes,Single,47,\N,0,3,26,Non-technology Related Job,272,RI,348,184,No,No,0.99,755,377,0,2015,1 -53,25432,0.02,0,4251049355,897,Yes,Master or equivalent,Male,Yes,Single,47,\N,0,3,26,Non-technology Related Job,272,RI,348,184,No,No,0.99,2173,1086,0,2015,2 -69,23461,0.04,0.02,4251082794,898,Yes,High School or below,Male,Yes,Single,54,\N,3,0,66,Technology Related Job,132,CO,351,44,No,No,0.2,4988,831,0,2015,1 -69,23461,0.04,0.02,4251082794,898,Yes,High School or below,Male,Yes,Single,54,\N,3,0,66,Technology Related Job,132,CO,351,44,No,No,0.2,4575,653,0,2015,2 -31,134361,0.03,0.02,4251039923,899,Yes,High School or below,Female,Yes,Single,112,\N,0,6,85,Non-technology Related Job,305,DE,48,59,No,No,0.66,2605,868,0,2015,1 -31,134361,0.03,0.02,4251039923,899,Yes,High School or below,Female,Yes,Single,112,\N,0,6,85,Non-technology Related Job,305,DE,48,59,No,No,0.66,4146,691,0,2015,2 -31,134361,0.03,0.02,4251039923,899,Yes,High School or below,Female,Yes,Single,112,\N,0,6,85,Non-technology Related Job,305,DE,48,59,No,No,0.66,1059,1059,0,2015,3 -47,132390,0.05,0,4251099984,900,Yes,High School or below,Male,Yes,Married,0,\N,2,3,25,Technology Related Job,165,MO,52,169,No,No,0.87,3334,555,0,2015,1 -47,132390,0.05,0,4251099984,900,Yes,High School or below,Male,Yes,Married,0,\N,2,3,25,Technology Related Job,165,MO,52,169,No,No,0.87,4790,684,0,2015,2 -77,243291,0.03,0,4251043680,901,Yes,High School or below,Female,No,Married,58,\N,3,1,44,Non-technology Related Job,337,MT,249,184,No,No,0.32,1359,679,0,2015,1 -77,243291,0.03,0,4251043680,901,Yes,High School or below,Female,No,Married,58,\N,3,1,44,Non-technology Related Job,337,MT,249,184,No,No,0.32,5835,729,0,2015,2 -25,241320,0.05,0.02,4251071828,902,Yes,Bachelor or equivalent,Female,No,Single,65,\N,2,6,84,Technology Related Job,197,TX,252,44,No,No,0.54,5644,940,0,2015,1 -25,241320,0.05,0.02,4251071828,902,Yes,Bachelor or equivalent,Female,No,Single,65,\N,2,6,84,Technology Related Job,197,TX,252,44,No,No,0.54,1763,587,0,2015,2 -55,102220,0.03,0.02,4251033724,903,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,3,4,3,Non-technology Related Job,370,VT,449,59,No,No,0.99,4836,967,0,2015,1 -55,102220,0.03,0.02,4251033724,903,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,3,4,3,Non-technology Related Job,370,VT,449,59,No,No,0.99,3266,816,0,2015,2 -71,100249,0.05,0,4251028430,904,Yes,Bachelor or equivalent,Male,Yes,Single,10,\N,2,1,43,Technology Related Job,230,ID,452,169,No,No,0.2,2133,426,0,2015,1 -71,100249,0.05,0,4251028430,904,Yes,Bachelor or equivalent,Male,Yes,Single,10,\N,2,1,43,Technology Related Job,230,ID,452,169,No,No,0.2,1534,767,0,2015,2 -34,211149,0.03,0,4251023984,905,Yes,Master or equivalent,Female,Yes,Single,68,\N,3,7,61,Non-technology Related Job,402,IN,149,184,No,No,0.66,4379,729,0,2015,1 -34,211149,0.03,0,4251023984,905,Yes,Master or equivalent,Female,Yes,Single,68,\N,3,7,61,Non-technology Related Job,402,IN,149,184,No,No,0.66,5228,1045,0,2015,2 -34,211149,0.03,0,4251023984,905,Yes,Master or equivalent,Female,Yes,Single,68,\N,3,7,61,Non-technology Related Job,402,IN,149,184,No,No,0.66,517,517,0,2015,3 -50,209178,0.05,0.02,4251028646,906,Yes,High School or below,Male,Yes,Married,76,\N,1,5,2,Technology Related Job,262,NM,152,44,No,No,0.87,3192,1064,0,2015,1 -50,209178,0.05,0.02,4251028646,906,Yes,High School or below,Male,Yes,Married,76,\N,1,5,2,Technology Related Job,262,NM,152,44,No,No,0.87,3922,980,0,2015,2 -12,70079,0.04,0.02,4251037478,907,Yes,High School or below,Female,Yes,Married,14,\N,3,2,20,Non-technology Related Job,435,NY,349,59,No,No,0.33,4423,884,0,2015,1 -12,70079,0.04,0.02,4251037478,907,Yes,High School or below,Female,Yes,Married,14,\N,3,2,20,Non-technology Related Job,435,NY,349,59,No,No,0.33,1192,596,0,2015,2 -12,70079,0.04,0.02,4251037478,907,Yes,High School or below,Female,Yes,Married,14,\N,3,2,20,Non-technology Related Job,435,NY,349,59,No,No,0.33,1037,1037,0,2015,3 -28,68108,0.06,0.03,4251041358,908,Yes,High School or below,Female,Yes,Single,21,\N,1,0,61,Technology Related Job,295,WI,353,169,No,No,0.54,7511,751,0,2015,1 -28,68108,0.06,0.03,4251041358,908,Yes,High School or below,Female,Yes,Single,21,\N,1,0,61,Technology Related Job,295,WI,353,169,No,No,0.54,1398,1398,0,2015,2 -58,179008,0.04,0,4251019549,909,Yes,High School or below,Male,Yes,Married,79,\N,2,5,79,Non-technology Related Job,467,AL,50,184,No,Yes,0.99,7009,778,0,2015,1 -58,179008,0.04,0,4251019549,909,Yes,High School or below,Male,Yes,Married,79,\N,2,5,79,Non-technology Related Job,467,AL,50,184,No,Yes,0.99,2138,534,0,2015,2 -74,177037,0.06,0.01,4251075087,910,Yes,High School or below,Male,No,Single,87,\N,1,3,20,Technology Related Job,327,LA,53,44,No,No,0.2,326,326,0,2015,1 -74,177037,0.06,0.01,4251075087,910,Yes,High School or below,Male,No,Single,87,\N,1,3,20,Technology Related Job,327,LA,53,44,No,No,0.2,2438,487,0,2015,2 -36,37938,0.04,0.02,4251074930,911,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,2,0,38,Non-technology Related Job,0,MD,250,59,No,No,0.66,3025,605,0,2015,1 -36,37938,0.04,0.02,4251074930,911,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,2,0,38,Non-technology Related Job,0,MD,250,59,No,No,0.66,4680,585,0,2015,2 -36,37938,0.04,0.02,4251074930,911,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,2,0,38,Non-technology Related Job,0,MD,250,59,No,No,0.66,1133,1133,0,2015,3 -52,35967,0.06,0.03,4251089277,912,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,1,6,79,Technology Related Job,360,OR,253,169,No,No,0.87,1214,607,0,2015,1 -52,35967,0.06,0.03,4251089277,912,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,1,6,79,Technology Related Job,360,OR,253,169,No,No,0.87,4735,947,0,2015,2 -15,146867,0.04,0,4251026939,913,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,2,3,97,Non-technology Related Job,32,PA,450,184,No,No,0.33,6635,947,0,2015,1 -15,146867,0.04,0,4251026939,913,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,2,3,97,Non-technology Related Job,32,PA,450,184,No,No,0.33,2281,570,0,2015,2 -31,144896,0.06,0.01,4251009617,914,Yes,Master or equivalent,Female,Yes,Married,97,\N,0,1,38,Non-technology Related Job,393,CA,454,44,No,No,0.54,4168,694,0,2015,1 -31,144896,0.06,0.01,4251009617,914,Yes,Master or equivalent,Female,Yes,Married,97,\N,0,1,38,Non-technology Related Job,393,CA,454,44,No,No,0.54,2142,714,0,2015,2 -31,144896,0.06,0.01,4251009617,914,Yes,Master or equivalent,Female,Yes,Married,97,\N,0,1,38,Non-technology Related Job,393,CA,454,44,No,No,0.54,751,751,0,2015,3 -61,5796,0.05,0.02,4251055385,915,Yes,High School or below,Male,No,Married,35,\N,2,6,56,Non-technology Related Job,65,CT,151,59,No,No,0.99,5613,701,0,2015,1 -61,5796,0.05,0.02,4251055385,915,Yes,High School or below,Male,No,Married,35,\N,2,6,56,Non-technology Related Job,65,CT,151,59,No,No,0.99,1514,378,0,2015,2 -77,3825,0.07,0.03,4251044718,916,Yes,High School or below,Male,No,Single,43,\N,0,4,97,Non-technology Related Job,425,MS,154,169,No,No,0.2,4635,662,0,2015,1 -77,3825,0.07,0.03,4251044718,916,Yes,High School or below,Male,No,Single,43,\N,0,4,97,Non-technology Related Job,425,MS,154,169,No,No,0.2,4875,812,0,2015,2 -39,114726,0.05,0,4251062896,917,Yes,High School or below,Female,Yes,Single,101,\N,1,2,15,Non-technology Related Job,98,MT,351,184,No,No,0.66,2891,361,0,2015,1 -39,114726,0.05,0,4251062896,917,Yes,High School or below,Female,Yes,Single,101,\N,1,2,15,Non-technology Related Job,98,MT,351,184,No,No,0.66,2486,621,0,2015,2 -55,112755,0.07,0.01,4251026326,918,Yes,High School or below,Male,Yes,Married,108,\N,0,7,55,Non-technology Related Job,458,TX,354,44,Yes,Yes,0.87,2059,514,0,2015,1 -55,112755,0.07,0.01,4251026326,918,Yes,High School or below,Male,Yes,Married,108,\N,0,7,55,Non-technology Related Job,458,TX,354,44,Yes,Yes,0.87,2243,448,0,2015,2 -18,223655,0.05,0.02,4251046013,919,Yes,High School or below,Female,Yes,Single,46,\N,1,5,74,Non-technology Related Job,130,UT,51,59,No,No,0.33,2949,491,0,2015,1 -18,223655,0.05,0.02,4251046013,919,Yes,High School or below,Female,Yes,Single,46,\N,1,5,74,Non-technology Related Job,130,UT,51,59,No,No,0.33,5265,658,0,2015,2 -33,221684,0.07,0.03,4251016099,920,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,3,2,14,Non-technology Related Job,490,HI,55,169,No,No,0.54,2257,1128,0,2015,1 -33,221684,0.07,0.03,4251016099,920,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,3,2,14,Non-technology Related Job,490,HI,55,169,No,No,0.54,2084,694,0,2015,2 -64,82584,0.05,0,4251083534,921,Yes,Bachelor or equivalent,Male,No,Married,111,\N,1,0,33,Non-technology Related Job,163,IL,252,184,No,No,0,6567,938,0,2015,1 -64,82584,0.05,0,4251083534,921,Yes,Bachelor or equivalent,Male,No,Married,111,\N,1,0,33,Non-technology Related Job,163,IL,252,184,No,No,0,4401,733,0,2015,2 -12,80613,0.07,0.01,4251072051,922,Yes,Master or equivalent,Male,Yes,Single,119,\N,3,5,73,Non-technology Related Job,23,NJ,255,44,No,No,0.21,1433,477,0,2015,1 -12,80613,0.07,0.01,4251072051,922,Yes,Master or equivalent,Male,Yes,Single,119,\N,3,5,73,Non-technology Related Job,23,NJ,255,44,No,No,0.21,4456,742,0,2015,2 -42,191514,0.06,0.02,4251068863,923,Yes,PhD or equivalent,Female,Yes,Single,57,\N,0,3,92,Non-technology Related Job,195,NY,452,59,No,No,0.66,3509,584,0,2015,1 -42,191514,0.06,0.02,4251068863,923,Yes,PhD or equivalent,Female,Yes,Single,57,\N,0,3,92,Non-technology Related Job,195,NY,452,59,No,No,0.66,4653,775,0,2015,2 -58,189543,0,0.03,4251016016,924,Yes,High School or below,Male,Yes,Single,64,\N,3,0,32,Non-technology Related Job,55,WI,455,169,No,No,0.87,3829,765,0,2015,1 -58,189543,0,0.03,4251016016,924,Yes,High School or below,Male,Yes,Single,64,\N,3,0,32,Non-technology Related Job,55,WI,455,169,No,No,0.87,2588,431,0,2015,2 -20,50443,0.06,0,4251028711,925,Yes,High School or below,Female,Yes,Single,2,\N,0,6,51,Non-technology Related Job,228,WY,152,184,No,No,0.33,6483,810,0,2015,1 -20,50443,0.06,0,4251028711,925,Yes,High School or below,Female,Yes,Single,2,\N,0,6,51,Non-technology Related Job,228,WY,152,184,No,No,0.33,2850,950,0,2015,2 -36,48472,0,0.01,4251068746,926,Yes,High School or below,Female,Yes,Married,10,\N,3,3,91,Non-technology Related Job,88,KY,156,44,No,No,0.54,1213,1213,0,2015,1 -36,48472,0,0.01,4251068746,926,Yes,High School or below,Female,Yes,Married,10,\N,3,3,91,Non-technology Related Job,88,KY,156,44,No,No,0.54,2777,694,0,2015,2 -67,159373,0.06,0.02,4251087503,927,Yes,High School or below,Male,Yes,Married,68,\N,0,1,10,Non-technology Related Job,260,ME,352,59,No,No,0,2369,592,0,2015,1 -67,159373,0.06,0.02,4251087503,927,Yes,High School or below,Male,Yes,Married,68,\N,0,1,10,Non-technology Related Job,260,ME,352,59,No,No,0,4615,659,0,2015,2 -14,157401,0,0.03,4251089309,928,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,2,6,50,Non-technology Related Job,120,OK,356,169,No,No,0.21,3322,664,1,2015,1 -14,157401,0,0.03,4251089309,928,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,2,6,50,Non-technology Related Job,120,OK,356,169,No,No,0.21,3416,569,1,2015,2 -45,18302,0.06,0,4251092837,929,No,Bachelor or equivalent,Male,No,Married,13,\N,0,4,69,Non-technology Related Job,293,PA,53,184,No,No,0.66,4775,795,0,2015,1 -45,18302,0.06,0,4251092837,929,No,Bachelor or equivalent,Male,No,Married,13,\N,0,4,69,Non-technology Related Job,293,PA,53,184,No,No,0.66,2892,964,0,2015,2 -61,16331,0,0.01,4251086025,930,Yes,Master or equivalent,Male,No,Single,20,\N,2,1,9,Non-technology Related Job,153,CA,56,44,No,No,0.87,3095,773,0,2015,1 -61,16331,0,0.01,4251086025,930,Yes,Master or equivalent,Male,No,Single,20,\N,2,1,9,Non-technology Related Job,153,CA,56,44,No,No,0.87,2811,702,0,2015,2 -61,16331,0,0.01,4251086025,930,Yes,Master or equivalent,Male,No,Single,20,\N,2,1,9,Non-technology Related Job,153,CA,56,44,No,No,0.87,327,327,0,2015,3 -23,127231,0.07,0.02,4251010133,931,Yes,Master or equivalent,Female,Yes,Single,78,\N,3,7,28,Non-technology Related Job,325,CO,253,59,No,Yes,0.33,5647,705,0,2015,1 -23,127231,0.07,0.02,4251010133,931,Yes,Master or equivalent,Female,Yes,Single,78,\N,3,7,28,Non-technology Related Job,325,CO,253,59,No,Yes,0.33,4738,947,0,2015,2 -39,125260,0.01,0.03,4251052823,932,Yes,High School or below,Female,Yes,Married,86,\N,2,4,68,Non-technology Related Job,186,MN,256,169,No,No,0.54,10988,845,0,2015,1 -39,125260,0.01,0.03,4251052823,932,Yes,High School or below,Female,Yes,Married,86,\N,2,4,68,Non-technology Related Job,186,MN,256,169,No,No,0.54,2600,650,0,2015,2 -69,236161,0.07,0,4251096753,933,Yes,High School or below,Male,Yes,Married,24,\N,3,2,87,Non-technology Related Job,358,MO,453,184,No,No,0,2989,747,0,2015,1 -69,236161,0.07,0,4251096753,933,Yes,High School or below,Male,Yes,Married,24,\N,3,2,87,Non-technology Related Job,358,MO,453,184,No,No,0,4122,1030,0,2015,2 -17,234190,0.01,0.01,4251052465,934,Yes,High School or below,Female,Yes,Married,31,\N,2,7,27,Non-technology Related Job,218,TN,457,44,No,No,0.21,3224,806,0,2015,1 -17,234190,0.01,0.01,4251052465,934,Yes,High School or below,Female,Yes,Married,31,\N,2,7,27,Non-technology Related Job,218,TN,457,44,No,No,0.21,2242,1121,0,2015,2 -17,234190,0.01,0.01,4251052465,934,Yes,High School or below,Female,Yes,Married,31,\N,2,7,27,Non-technology Related Job,218,TN,457,44,No,No,0.21,919,919,0,2015,3 -48,95090,0.07,0.02,4251051533,935,Yes,High School or below,Male,No,Married,89,\N,3,5,45,Others,391,UT,154,59,Yes,No,0.66,3053,763,0,2015,1 -48,95090,0.07,0.02,4251051533,935,Yes,High School or below,Male,No,Married,89,\N,3,5,45,Others,391,UT,154,59,Yes,No,0.66,4675,519,0,2015,2 -64,93119,0.01,0.03,4251015000,936,Yes,Bachelor or equivalent,Male,Yes,Single,97,\N,1,3,86,Non-technology Related Job,251,HI,157,169,No,No,0.88,4475,639,0,2015,1 -64,93119,0.01,0.03,4251015000,936,Yes,Bachelor or equivalent,Male,Yes,Single,97,\N,1,3,86,Non-technology Related Job,251,HI,157,169,No,No,0.88,6322,790,0,2015,2 -26,204019,0.07,0,4251040670,937,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,3,0,4,Others,423,IL,354,184,No,No,0.33,2759,551,0,2015,1 -26,204019,0.07,0,4251040670,937,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,3,0,4,Others,423,IL,354,184,No,No,0.33,279,139,0,2015,2 -42,202048,0.01,0.01,4251050818,938,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,1,6,45,Non-technology Related Job,283,NH,357,44,No,No,0.54,5007,1001,0,2015,1 -42,202048,0.01,0.01,4251050818,938,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,1,6,45,Non-technology Related Job,283,NH,357,44,No,No,0.54,5539,692,0,2015,2 -72,62949,0,0.02,4251019357,939,Yes,Master or equivalent,Male,Yes,Single,100,\N,2,3,63,Others,456,NM,54,59,No,No,0,3372,843,0,2015,1 -72,62949,0,0.02,4251019357,939,Yes,Master or equivalent,Male,Yes,Single,100,\N,2,3,63,Others,456,NM,54,59,No,No,0,3304,660,0,2015,2 -20,60978,0.02,0.03,4251068460,940,Yes,High School or below,Female,Yes,Married,107,\N,1,1,4,Non-technology Related Job,316,WV,58,169,No,Yes,0.21,2940,588,1,2015,1 -20,60978,0.02,0.03,4251068460,940,Yes,High School or below,Female,Yes,Married,107,\N,1,1,4,Non-technology Related Job,316,WV,58,169,No,Yes,0.21,3780,756,1,2015,2 -50,171878,0,0,4251077082,941,Yes,High School or below,Male,Yes,Married,45,\N,2,6,22,Others,488,WY,255,184,No,No,0.67,6648,949,0,2015,1 -50,171878,0,0,4251077082,941,Yes,High School or below,Male,Yes,Married,45,\N,2,6,22,Others,488,WY,255,184,No,No,0.67,3398,566,0,2015,2 -66,169907,0.02,0.01,4251074435,942,Yes,High School or below,Male,Yes,Single,53,\N,0,4,63,Non-technology Related Job,348,KY,258,44,No,No,0.88,3996,999,0,2015,1 -66,169907,0.02,0.01,4251074435,942,Yes,High School or below,Male,Yes,Single,53,\N,0,4,63,Non-technology Related Job,348,KY,258,44,No,No,0.88,7292,810,0,2015,2 -29,30807,0,0.02,4251063206,943,Yes,High School or below,Female,Yes,Single,111,\N,2,1,81,Others,21,ME,455,59,No,No,0.33,3497,582,0,2015,1 -29,30807,0,0.02,4251063206,943,Yes,High School or below,Female,Yes,Single,111,\N,2,1,81,Others,21,ME,455,59,No,No,0.33,1629,407,0,2015,2 -45,28836,0.02,0.03,4251054254,944,Yes,Bachelor or equivalent,Female,No,Single,118,\N,0,7,22,Non-technology Related Job,381,OH,458,169,No,No,0.54,2975,595,0,2015,1 -45,28836,0.02,0.03,4251054254,944,Yes,Bachelor or equivalent,Female,No,Single,118,\N,0,7,22,Non-technology Related Job,381,OH,458,169,No,No,0.54,4694,782,0,2015,2 -75,139737,0,0,4251039795,945,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,1,4,40,Others,53,OR,155,184,No,No,0,4560,760,0,2015,1 -75,139737,0,0,4251039795,945,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,1,4,40,Others,53,OR,155,184,No,No,0,4323,1080,0,2015,2 -23,137766,0.02,0.01,4251013237,946,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,0,2,81,Non-technology Related Job,413,AR,159,44,No,No,0.21,4261,608,0,2015,1 -23,137766,0.02,0.01,4251013237,946,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,0,2,81,Non-technology Related Job,413,AR,159,44,No,No,0.21,3551,887,0,2015,2 -53,248666,0.01,0.02,4251058062,947,Yes,Master or equivalent,Male,Yes,Married,1,\N,1,0,99,Others,86,CO,356,59,No,No,0.67,3910,651,0,2015,1 -53,248666,0.01,0.02,4251058062,947,Yes,Master or equivalent,Male,Yes,Married,1,\N,1,0,99,Others,86,CO,356,59,No,No,0.67,4953,619,0,2015,2 -69,246695,0.03,0.03,4251093500,948,Yes,PhD or equivalent,Male,Yes,Single,9,\N,0,5,39,Non-technology Related Job,446,MN,359,169,No,No,0.88,2078,692,0,2015,1 -69,246695,0.03,0.03,4251093500,948,Yes,PhD or equivalent,Male,Yes,Single,9,\N,0,5,39,Non-technology Related Job,446,MN,359,169,No,No,0.88,460,230,0,2015,2 -32,107596,0.01,0,4251058953,949,Yes,High School or below,Female,No,Married,67,\N,1,3,58,Others,118,MO,56,184,No,No,0.33,6044,863,0,2015,1 -32,107596,0.01,0,4251058953,949,Yes,High School or below,Female,No,Married,67,\N,1,3,58,Others,118,MO,56,184,No,No,0.33,1115,1115,0,2015,2 -47,105625,0.03,0.01,4251014118,950,Yes,High School or below,Female,Yes,Single,74,\N,3,0,98,Non-technology Related Job,479,SD,59,44,No,No,0.55,3912,652,0,2015,1 -47,105625,0.03,0.01,4251014118,950,Yes,High School or below,Female,Yes,Single,74,\N,3,0,98,Non-technology Related Job,479,SD,59,44,No,No,0.55,4833,690,0,2015,2 -78,216525,0.01,0.02,4251086356,951,Yes,High School or below,Male,Yes,Single,12,\N,1,6,17,Others,151,TX,256,59,No,No,0,5823,831,0,2015,1 -78,216525,0.01,0.02,4251086356,951,Yes,High School or below,Male,Yes,Single,12,\N,1,6,17,Others,151,TX,256,59,No,No,0,4753,594,0,2015,2 -78,216525,0.01,0.02,4251086356,951,Yes,High School or below,Male,Yes,Single,12,\N,1,6,17,Others,151,TX,256,59,No,No,0,226,226,0,2015,3 -26,214554,0.03,0.03,4251087083,952,Yes,High School or below,Female,Yes,Married,20,\N,3,3,57,Non-technology Related Job,11,GA,259,169,No,No,0.21,3229,461,0,2015,1 -26,214554,0.03,0.03,4251087083,952,Yes,High School or below,Female,Yes,Married,20,\N,3,3,57,Non-technology Related Job,11,GA,259,169,No,No,0.21,5011,835,0,2015,2 -56,75454,0.01,0,4251097838,953,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,0,1,76,Others,184,ID,456,184,No,Yes,0.67,5016,1003,0,2015,1 -56,75454,0.01,0,4251097838,953,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,0,1,76,Others,184,ID,456,184,No,Yes,0.67,5136,856,0,2015,2 -72,73483,0.03,0.01,4251023703,954,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,3,6,16,Non-technology Related Job,44,NH,460,44,No,No,0.88,4860,972,0,2015,2 -34,184384,0.02,0.02,4251031466,955,Yes,Bachelor or equivalent,Female,Yes,Married,23,\N,0,4,35,Others,216,NM,157,59,No,No,0.34,3997,666,0,2015,1 -34,184384,0.02,0.02,4251031466,955,Yes,Bachelor or equivalent,Female,Yes,Married,23,\N,0,4,35,Others,216,NM,157,59,No,No,0.34,6267,895,0,2015,2 -50,182413,0.04,0.03,4251019389,956,Yes,Master or equivalent,Male,Yes,Single,30,\N,3,1,75,Non-technology Related Job,76,WA,160,169,No,No,0.55,4038,807,0,2015,1 -50,182413,0.04,0.03,4251019389,956,Yes,Master or equivalent,Male,Yes,Single,30,\N,3,1,75,Non-technology Related Job,76,WA,160,169,No,No,0.55,4686,781,0,2015,2 -50,182413,0.04,0.03,4251019389,956,Yes,Master or equivalent,Male,Yes,Single,30,\N,3,1,75,Non-technology Related Job,76,WA,160,169,No,No,0.55,15,15,0,2015,3 -13,43313,0.02,0,4251053307,957,Yes,PhD or equivalent,Male,Yes,Single,88,\N,0,7,94,Others,249,WI,357,184,No,No,0,3652,730,0,2015,1 -13,43313,0.02,0,4251053307,957,Yes,PhD or equivalent,Male,Yes,Single,88,\N,0,7,94,Others,249,WI,357,184,No,No,0,2174,724,0,2015,2 -28,41342,0.04,0.01,4251055245,958,Yes,High School or below,Female,No,Married,96,\N,2,4,34,Non-technology Related Job,109,KS,360,44,No,No,0.21,4436,739,0,2015,1 -28,41342,0.04,0.01,4251055245,958,Yes,High School or below,Female,No,Married,96,\N,2,4,34,Non-technology Related Job,109,KS,360,44,No,No,0.21,3299,824,0,2015,2 -59,152242,0.02,0.02,4251036368,959,Yes,High School or below,Male,Yes,Married,34,\N,0,2,53,Others,281,LA,57,59,No,No,0.67,4430,738,0,2015,1 -59,152242,0.02,0.02,4251036368,959,Yes,High School or below,Male,Yes,Married,34,\N,0,2,53,Others,281,LA,57,59,No,No,0.67,583,194,0,2015,2 -59,152242,0.02,0.02,4251036368,959,Yes,High School or below,Male,Yes,Married,34,\N,0,2,53,Others,281,LA,57,59,No,No,0.67,886,886,0,2015,3 -75,150271,0.04,0.03,4251021395,960,Yes,High School or below,Male,Yes,Married,41,\N,2,7,93,Non-technology Related Job,141,OH,61,169,No,No,0.88,1543,771,0,2015,2 -37,11172,0.02,0,4251009195,961,Yes,High School or below,Female,Yes,Married,99,\N,3,5,12,Others,314,OR,258,184,No,No,0.34,4436,633,0,2015,1 -37,11172,0.02,0,4251009195,961,Yes,High School or below,Female,Yes,Married,99,\N,3,5,12,Others,314,OR,258,184,No,No,0.34,4271,610,0,2015,2 -53,9201,0.04,0.01,4251019585,962,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,2,2,52,Non-technology Related Job,174,AZ,261,44,No,Yes,0.55,3685,921,0,2015,1 -53,9201,0.04,0.01,4251019585,962,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,2,2,52,Non-technology Related Job,174,AZ,261,44,No,Yes,0.55,1310,436,0,2015,2 -15,120101,0.03,0.02,4251029581,963,Yes,Bachelor or equivalent,Female,No,Single,45,\N,3,0,70,Others,346,CA,458,59,No,No,0,6225,889,0,2015,1 -31,118130,0.05,0.03,4251027509,964,Yes,Master or equivalent,Female,Yes,Married,52,\N,1,6,11,Non-technology Related Job,206,MI,461,169,No,No,0.21,1879,939,0,2015,1 -31,118130,0.05,0.03,4251027509,964,Yes,Master or equivalent,Female,Yes,Married,52,\N,1,6,11,Non-technology Related Job,206,MI,461,169,No,No,0.21,1417,708,0,2015,2 -62,229031,0.03,0.03,4251052095,965,Yes,Master or equivalent,Male,Yes,Single,110,\N,3,3,29,Others,379,MS,158,184,No,No,0.67,4546,757,0,2015,1 -62,229031,0.03,0.03,4251052095,965,Yes,Master or equivalent,Male,Yes,Single,110,\N,3,3,29,Others,379,MS,158,184,No,No,0.67,2254,563,0,2015,2 -78,227059,0.05,0.01,4251083316,966,Yes,High School or below,Male,Yes,Married,117,\N,1,1,70,Non-technology Related Job,239,SD,162,44,No,No,0.88,1882,470,0,2015,1 -78,227059,0.05,0.01,4251083316,966,Yes,High School or below,Male,Yes,Married,117,\N,1,1,70,Non-technology Related Job,239,SD,162,44,No,No,0.88,5999,666,0,2015,2 -40,87960,0.03,0.01,4251068352,967,Yes,High School or below,Female,Yes,Married,55,\N,2,6,88,Others,411,TX,359,59,No,No,0.34,3484,871,0,2015,1 -40,87960,0.03,0.01,4251068352,967,Yes,High School or below,Female,Yes,Married,55,\N,2,6,88,Others,411,TX,359,59,No,No,0.34,1371,1371,0,2015,2 -56,85989,0.05,0.03,4251047818,968,Yes,High School or below,Male,Yes,Single,63,\N,1,4,29,Non-technology Related Job,272,FL,362,169,No,No,0.55,8811,979,0,2015,1 -56,85989,0.05,0.03,4251047818,968,Yes,High School or below,Male,Yes,Single,63,\N,1,4,29,Non-technology Related Job,272,FL,362,169,No,No,0.55,2476,825,0,2015,2 -18,196889,0.03,0.03,4251072237,969,Yes,High School or below,Female,Yes,Single,1,\N,2,1,47,Others,444,HI,59,184,No,No,0.01,5047,630,0,2015,1 -18,196889,0.03,0.03,4251072237,969,Yes,High School or below,Female,Yes,Single,1,\N,2,1,47,Others,444,HI,59,184,No,No,0.01,3216,643,0,2015,2 -34,194918,0.06,0.01,4251091653,970,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,1,7,88,Non-technology Related Job,304,NV,62,44,No,No,0.22,2630,657,0,2015,1 -34,194918,0.06,0.01,4251091653,970,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,1,7,88,Non-technology Related Job,304,NV,62,44,No,No,0.22,185,92,0,2015,2 -34,194918,0.06,0.01,4251091653,970,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,1,7,88,Non-technology Related Job,304,NV,62,44,No,No,0.22,222,222,0,2015,3 -64,55819,0.04,0.01,4251047320,971,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,2,4,6,Others,477,NJ,259,59,No,No,0.67,4811,687,0,2015,1 -64,55819,0.04,0.01,4251047320,971,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,2,4,6,Others,477,NJ,259,59,No,No,0.67,7469,933,0,2015,2 -12,53848,0.06,0.03,4251089003,972,Yes,Master or equivalent,Male,No,Married,74,\N,0,2,47,Non-technology Related Job,337,WA,263,169,No,No,0.88,5816,830,0,2015,1 -12,53848,0.06,0.03,4251089003,972,Yes,Master or equivalent,Male,No,Married,74,\N,0,2,47,Non-technology Related Job,337,WA,263,169,No,No,0.88,3895,556,0,2015,2 -43,164748,0.04,0.03,4251037501,973,Yes,Master or equivalent,Female,Yes,Married,11,\N,2,7,65,Others,9,WI,459,184,No,No,0.34,4876,1219,0,2015,1 -43,164748,0.04,0.03,4251037501,973,Yes,Master or equivalent,Female,Yes,Married,11,\N,2,7,65,Others,9,WI,459,184,No,No,0.34,1825,912,0,2015,2 -59,162777,0.06,0.01,4251054954,974,Yes,High School or below,Male,Yes,Single,19,\N,0,5,6,Non-technology Related Job,369,KS,463,44,No,No,0.55,6390,912,0,2015,1 -59,162777,0.06,0.01,4251054954,974,Yes,High School or below,Male,Yes,Single,19,\N,0,5,6,Non-technology Related Job,369,KS,463,44,No,No,0.55,7060,882,0,2015,2 -21,23677,0.04,0.01,4251061714,975,Yes,High School or below,Female,Yes,Married,77,\N,1,3,24,Others,42,KY,160,59,No,Yes,0.01,2837,567,0,2015,1 -21,23677,0.04,0.01,4251061714,975,Yes,High School or below,Female,Yes,Married,77,\N,1,3,24,Others,42,KY,160,59,No,Yes,0.01,1574,314,0,2015,2 -37,21706,0.06,0.03,4251063007,976,Yes,High School or below,Female,Yes,Single,84,\N,0,0,64,Non-technology Related Job,402,ND,163,169,No,No,0.22,1875,625,0,2015,1 -37,21706,0.06,0.03,4251063007,976,Yes,High School or below,Female,Yes,Single,84,\N,0,0,64,Non-technology Related Job,402,ND,163,169,No,No,0.22,4422,884,0,2015,2 -67,132607,0.04,0.03,4251011795,977,Yes,High School or below,Male,No,Single,22,\N,1,6,83,Others,74,OK,360,184,No,No,0.67,7686,768,0,2015,1 -67,132607,0.04,0.03,4251011795,977,Yes,High School or below,Male,No,Single,22,\N,1,6,83,Others,74,OK,360,184,No,No,0.67,105,105,0,2015,2 -15,130636,0.07,0.01,4251038713,978,Yes,Bachelor or equivalent,Male,No,Married,30,\N,0,3,23,Non-technology Related Job,434,AZ,363,44,No,No,0.88,9399,939,0,2015,1 -15,130636,0.07,0.01,4251038713,978,Yes,Bachelor or equivalent,Male,No,Married,30,\N,0,3,23,Non-technology Related Job,434,AZ,363,44,No,No,0.88,4235,605,0,2015,2 -45,241536,0.05,0.01,4251045561,979,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,1,1,42,Others,107,CA,60,59,No,No,0.34,3423,684,0,2015,1 -45,241536,0.05,0.01,4251045561,979,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,1,1,42,Others,107,CA,60,59,No,No,0.34,3097,1032,0,2015,2 -61,239565,0.07,0.03,4251096508,980,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,3,6,82,Non-technology Related Job,467,MI,64,169,No,No,0.55,4163,693,0,2015,1 -61,239565,0.07,0.03,4251096508,980,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,3,6,82,Non-technology Related Job,467,MI,64,169,No,No,0.55,2318,579,0,2015,2 -24,100465,0.05,0.03,4251071419,981,Yes,Master or equivalent,Female,Yes,Married,33,\N,0,4,1,Others,139,MN,261,184,No,No,0.01,824,412,0,2015,1 -40,98494,0.07,0.01,4251077148,982,Yes,High School or below,Female,Yes,Single,41,\N,3,1,41,Non-technology Related Job,499,SC,264,44,Yes,No,0.22,6232,623,0,2015,1 -40,98494,0.07,0.01,4251077148,982,Yes,High School or below,Female,Yes,Single,41,\N,3,1,41,Non-technology Related Job,499,SC,264,44,Yes,No,0.22,3454,690,0,2015,2 -70,209395,0.05,0.01,4251074968,983,Yes,High School or below,Male,Yes,Single,98,\N,0,7,60,Others,172,TN,461,59,No,No,0.67,3252,813,0,2015,1 -70,209395,0.05,0.01,4251074968,983,Yes,High School or below,Male,Yes,Single,98,\N,0,7,60,Others,172,TN,461,59,No,No,0.67,8572,857,0,2015,2 -18,207424,0.07,0.03,4251061655,984,Yes,High School or below,Male,Yes,Married,106,\N,3,4,0,Non-technology Related Job,32,FL,464,169,No,Yes,0.89,2676,535,1,2015,1 -18,207424,0.07,0.03,4251061655,984,Yes,High School or below,Male,Yes,Married,106,\N,3,4,0,Non-technology Related Job,32,FL,464,169,No,Yes,0.89,4383,730,1,2015,2 -48,68324,0.05,0.03,4251089395,985,Yes,High School or below,Female,Yes,Single,44,\N,0,2,19,Others,204,HI,161,184,No,No,0.34,4135,689,0,2015,1 -48,68324,0.05,0.03,4251089395,985,Yes,High School or below,Female,Yes,Single,44,\N,0,2,19,Others,204,HI,161,184,No,No,0.34,3056,1018,0,2015,2 -64,66353,0,0.01,4251026604,986,Yes,High School or below,Male,No,Married,51,\N,2,7,59,Non-technology Related Job,65,NV,165,44,No,No,0.55,6640,1106,0,2015,1 -64,66353,0,0.01,4251026604,986,Yes,High School or below,Male,No,Married,51,\N,2,7,59,Non-technology Related Job,65,NV,165,44,No,No,0.55,4274,610,0,2015,2 -27,177254,0.06,0.01,4251097189,987,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,0,5,78,Others,237,NH,362,59,No,No,0.01,3116,445,0,2015,1 -27,177254,0.06,0.01,4251097189,987,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,0,5,78,Others,237,NH,362,59,No,No,0.01,600,600,0,2015,2 -42,175283,0,0.03,4251034673,988,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,2,2,18,Non-technology Related Job,97,VA,365,169,No,No,0.22,3506,1168,0,2015,1 -42,175283,0,0.03,4251034673,988,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,2,2,18,Non-technology Related Job,97,VA,365,169,No,No,0.22,2129,425,0,2015,2 -73,36183,0.06,0.03,4251097850,989,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,3,0,37,Others,270,WV,62,184,No,No,0.68,3855,771,1,2015,1 -73,36183,0.06,0.03,4251097850,989,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,3,0,37,Others,270,WV,62,184,No,No,0.68,4898,816,1,2015,2 -21,34212,0,0.01,4251058894,990,Yes,PhD or equivalent,Female,Yes,Single,62,\N,2,5,77,Non-technology Related Job,130,IA,65,43,No,No,0.89,4034,672,0,2015,1 -21,34212,0,0.01,4251058894,990,Yes,PhD or equivalent,Female,Yes,Single,62,\N,2,5,77,Non-technology Related Job,130,IA,65,43,No,No,0.89,5964,745,0,2015,2 -51,145112,0.06,0.01,4251079760,991,Yes,High School or below,Male,No,Single,0,\N,3,3,95,Others,302,KY,262,58,No,No,0.34,3250,650,0,2015,1 -51,145112,0.06,0.01,4251079760,991,Yes,High School or below,Male,No,Single,0,\N,3,3,95,Others,302,KY,262,58,No,No,0.34,3690,738,0,2015,2 -67,143141,0,0.03,4251061626,992,Yes,High School or below,Male,No,Married,7,\N,2,1,36,Non-technology Related Job,162,ND,266,168,No,No,0.55,1762,587,0,2015,1 -67,143141,0,0.03,4251061626,992,Yes,High School or below,Male,No,Married,7,\N,2,1,36,Non-technology Related Job,162,ND,266,168,No,No,0.55,1608,536,0,2015,2 -29,4042,0.07,0.03,4251039955,993,Yes,High School or below,Female,Yes,Married,65,\N,3,6,54,Others,335,OH,463,183,No,No,0.01,6738,842,0,2015,1 -29,4042,0.07,0.03,4251039955,993,Yes,High School or below,Female,Yes,Married,65,\N,3,6,54,Others,335,OH,463,183,No,No,0.01,6384,912,0,2015,2 -29,4042,0.07,0.03,4251039955,993,Yes,High School or below,Female,Yes,Married,65,\N,3,6,54,Others,335,OH,463,183,No,No,0.01,1104,1104,0,2015,3 -45,2071,0.01,0.01,4251065672,994,Yes,High School or below,Female,Yes,Single,73,\N,1,4,95,Non-technology Related Job,195,AK,466,43,No,No,0.22,3637,909,0,2015,1 -45,2071,0.01,0.01,4251065672,994,Yes,High School or below,Female,Yes,Single,73,\N,1,4,95,Non-technology Related Job,195,AK,466,43,No,No,0.22,111,111,0,2015,3 -76,112971,0.07,0.01,4251025771,995,Yes,High School or below,Male,Yes,Married,11,\N,3,1,13,Others,367,AR,163,58,No,No,0.68,3932,786,1,2015,1 -76,112971,0.07,0.01,4251025771,995,Yes,High School or below,Male,Yes,Married,11,\N,3,1,13,Others,367,AR,163,58,No,No,0.68,2776,694,1,2015,2 -23,111000,0.01,0.03,4251085604,996,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,1,7,54,Non-technology Related Job,227,MA,166,168,No,No,0.89,2069,689,0,2015,1 -23,111000,0.01,0.03,4251085604,996,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,1,7,54,Non-technology Related Job,227,MA,166,168,No,No,0.89,2054,1027,0,2015,2 -54,221900,0.07,0.03,4251075882,997,Yes,Bachelor or equivalent,Male,No,Single,76,\N,2,4,72,Others,400,MN,363,183,No,Yes,0.34,3745,535,0,2015,1 -54,221900,0.07,0.03,4251075882,997,Yes,Bachelor or equivalent,Male,No,Single,76,\N,2,4,72,Others,400,MN,363,183,No,Yes,0.34,2289,1144,0,2015,2 -70,219929,0.01,0.01,4251018607,998,Yes,Master or equivalent,Male,Yes,Married,84,\N,1,2,13,Others,260,SC,367,43,No,No,0.56,6645,949,0,2015,1 -70,219929,0.01,0.01,4251018607,998,Yes,Master or equivalent,Male,Yes,Married,84,\N,1,2,13,Others,260,SC,367,43,No,No,0.56,2834,708,0,2015,2 -32,80830,0.07,0.01,4251041367,999,Yes,PhD or equivalent,Female,Yes,Married,22,\N,2,7,31,Others,432,SD,63,58,Yes,No,0.01,400,400,0,2015,1 -32,80830,0.07,0.01,4251041367,999,Yes,PhD or equivalent,Female,Yes,Married,22,\N,2,7,31,Others,432,SD,63,58,Yes,No,0.01,1840,613,0,2015,2 -48,78859,0.01,0.03,4251041731,1000,Yes,High School or below,Female,Yes,Married,29,\N,1,5,72,Others,292,DE,67,168,No,No,0.22,2381,793,0,2015,1 -48,78859,0.01,0.03,4251041731,1000,Yes,High School or below,Female,Yes,Married,29,\N,1,5,72,Others,292,DE,67,168,No,No,0.22,7108,888,0,2015,2 -78,189759,0,0.03,4251071308,1001,Yes,High School or below,Male,Yes,Married,87,\N,2,2,90,Others,465,GA,264,183,No,No,0.68,4785,957,0,2015,1 -78,189759,0,0.03,4251071308,1001,Yes,High School or below,Male,Yes,Married,87,\N,2,2,90,Others,465,GA,264,183,No,No,0.68,5021,717,0,2015,2 -26,187788,0.02,0.01,4251011135,1002,Yes,High School or below,Female,Yes,Single,94,\N,0,0,31,Others,325,NE,267,43,No,No,0.89,3996,666,0,2015,1 -26,187788,0.02,0.01,4251011135,1002,Yes,High School or below,Female,Yes,Single,94,\N,0,0,31,Others,325,NE,267,43,No,No,0.89,5592,798,0,2015,2 -57,48689,0,0.01,4251074048,1003,Yes,High School or below,Male,Yes,Single,32,\N,1,6,49,Others,497,NH,464,58,No,No,0.35,1257,628,0,2015,1 -57,48689,0,0.01,4251074048,1003,Yes,High School or below,Male,Yes,Single,32,\N,1,6,49,Others,497,NH,464,58,No,No,0.35,2520,1260,0,2015,2 -73,46717,0.02,0.03,4251008627,1004,Yes,Bachelor or equivalent,Male,Yes,Married,40,\N,0,3,90,Others,358,VA,467,168,No,No,0.56,5413,902,0,2015,1 -73,46717,0.02,0.03,4251008627,1004,Yes,Bachelor or equivalent,Male,Yes,Married,40,\N,0,3,90,Others,358,VA,467,168,No,No,0.56,7888,788,0,2015,2 -35,157618,0,0.03,4251022990,1005,Yes,Bachelor or equivalent,Female,No,Single,98,\N,1,1,8,Others,30,WA,164,183,No,No,0.01,4823,689,1,2015,1 -35,157618,0,0.03,4251022990,1005,Yes,Bachelor or equivalent,Female,No,Single,98,\N,1,1,8,Others,30,WA,164,183,No,No,0.01,1960,653,1,2015,2 -35,157618,0,0.03,4251022990,1005,Yes,Bachelor or equivalent,Female,No,Single,98,\N,1,1,8,Others,30,WA,164,183,No,No,0.01,252,252,1,2015,3 -51,155647,0.02,0.01,4251096418,1006,Yes,Master or equivalent,Female,No,Married,105,\N,0,6,48,Others,390,IN,168,43,No,Yes,0.22,3827,1275,0,2015,1 -51,155647,0.02,0.01,4251096418,1006,Yes,Master or equivalent,Female,No,Married,105,\N,0,6,48,Others,390,IN,168,43,No,Yes,0.22,1324,662,0,2015,2 -13,16547,0,0.01,4251080012,1007,Yes,Master or equivalent,Male,Yes,Married,43,\N,1,4,67,Others,63,KS,365,58,No,No,0.68,2551,637,0,2015,1 -13,16547,0,0.01,4251080012,1007,Yes,Master or equivalent,Male,Yes,Married,43,\N,1,4,67,Others,63,KS,365,58,No,No,0.68,605,302,0,2015,2 -13,16547,0,0.01,4251080012,1007,Yes,Master or equivalent,Male,Yes,Married,43,\N,1,4,67,Others,63,KS,365,58,No,No,0.68,1865,932,0,2015,3 -29,14576,0.02,0.03,4251088733,1008,Yes,High School or below,Female,Yes,Single,51,\N,3,1,7,Others,423,NC,368,168,No,No,0.89,2139,534,0,2015,2 -59,125477,0.01,0.03,4251060205,1009,Yes,High School or below,Male,Yes,Single,108,\N,1,7,26,Others,95,OH,65,183,No,No,0.35,988,988,0,2015,1 -59,125477,0.01,0.03,4251060205,1009,Yes,High School or below,Male,Yes,Single,108,\N,1,7,26,Others,95,OH,65,183,No,No,0.35,2141,1070,0,2015,2 -75,123506,0.03,0.01,4251027271,1010,Yes,High School or below,Male,Yes,Single,116,\N,3,4,66,Others,455,AK,68,43,No,No,0.56,2280,1140,0,2015,1 -38,234406,0.01,0.01,4251056375,1011,Yes,High School or below,Female,No,Single,54,\N,0,2,85,Others,128,AZ,265,58,No,No,0.01,4605,657,0,2015,1 -38,234406,0.01,0.01,4251056375,1011,Yes,High School or below,Female,No,Single,54,\N,0,2,85,Others,128,AZ,265,58,No,No,0.01,1958,652,0,2015,2 -54,232435,0.03,0.03,4251021172,1012,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,3,7,25,Others,488,MD,269,168,No,No,0.22,2005,1002,0,2015,1 -54,232435,0.03,0.03,4251021172,1012,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,3,7,25,Others,488,MD,269,168,No,No,0.22,3723,744,0,2015,2 -16,93335,0.01,0.03,4251027080,1013,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,0,5,44,Others,160,MI,466,183,No,No,0.68,2465,821,0,2015,1 -16,93335,0.01,0.03,4251027080,1013,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,0,5,44,Others,160,MI,466,183,No,No,0.68,3234,808,0,2015,2 -32,91364,0.03,0.01,4251095674,1014,Yes,Master or equivalent,Female,Yes,Single,7,\N,3,2,84,Others,20,RI,469,43,No,No,0.89,823,274,1,2015,1 -32,91364,0.03,0.01,4251095674,1014,Yes,Master or equivalent,Female,Yes,Single,7,\N,3,2,84,Others,20,RI,469,43,No,No,0.89,7769,554,1,2015,2 -62,202265,0.01,0.01,4251017835,1015,Yes,Master or equivalent,Male,Yes,Single,65,\N,0,0,3,Others,193,SD,166,58,No,No,0.35,2912,728,0,2015,1 -62,202265,0.01,0.01,4251017835,1015,Yes,Master or equivalent,Male,Yes,Single,65,\N,0,0,3,Others,193,SD,166,58,No,No,0.35,2870,574,0,2015,2 -78,200294,0.03,0.03,4251080660,1016,Yes,High School or below,Male,Yes,Single,72,\N,2,5,43,Others,53,DE,169,168,No,No,0.56,4024,574,0,2015,1 -78,200294,0.03,0.03,4251080660,1016,Yes,High School or below,Male,Yes,Single,72,\N,2,5,43,Others,53,DE,169,168,No,No,0.56,1161,580,0,2015,2 -41,61194,0.02,0.03,4251028645,1017,Yes,High School or below,Female,Yes,Single,10,\N,0,3,62,Others,225,FL,366,183,No,No,0.02,4303,860,0,2015,1 -41,61194,0.02,0.03,4251028645,1017,Yes,High School or below,Female,Yes,Single,10,\N,0,3,62,Others,225,FL,366,183,No,No,0.02,3677,525,0,2015,2 -56,59223,0.04,0.01,4251017454,1018,Yes,High School or below,Male,Yes,Married,17,\N,2,0,2,Others,85,MT,370,43,No,No,0.23,9695,807,0,2015,1 -56,59223,0.04,0.01,4251017454,1018,Yes,High School or below,Male,Yes,Married,17,\N,2,0,2,Others,85,MT,370,43,No,No,0.23,4128,589,0,2015,2 -19,170123,0.02,0.01,4251056579,1019,Yes,High School or below,Male,Yes,Married,75,\N,3,6,21,Others,258,NV,67,58,No,Yes,0.68,2865,716,0,2015,1 -19,170123,0.02,0.01,4251056579,1019,Yes,High School or below,Male,Yes,Married,75,\N,3,6,21,Others,258,NV,67,58,No,Yes,0.68,2366,788,0,2015,2 -35,168152,0.04,0.03,4251031338,1020,Yes,Bachelor or equivalent,Female,No,Married,83,\N,2,4,61,Others,118,VT,70,168,No,No,0.89,2336,1168,0,2015,1 -35,168152,0.04,0.03,4251031338,1020,Yes,Bachelor or equivalent,Female,No,Married,83,\N,2,4,61,Others,118,VT,70,168,No,No,0.89,2009,669,0,2015,2 -65,29053,0.02,0.03,4251060927,1021,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,3,1,79,Others,290,WA,267,183,No,No,0.35,3311,551,0,2015,1 -65,29053,0.02,0.03,4251060927,1021,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,3,1,79,Others,290,WA,267,183,No,No,0.35,3828,765,0,2015,2 -13,27082,0.04,0.01,4251030617,1022,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,1,7,20,Others,151,IN,270,43,No,No,0.56,3579,511,0,2015,1 -13,27082,0.04,0.01,4251030617,1022,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,1,7,20,Others,151,IN,270,43,No,No,0.56,5417,773,0,2015,2 -43,137982,0.02,0.01,4251033690,1023,Yes,Master or equivalent,Female,Yes,Single,86,\N,3,4,38,Others,323,KS,467,58,No,No,0.02,3158,789,0,2015,1 -43,137982,0.02,0.01,4251033690,1023,Yes,Master or equivalent,Female,Yes,Single,86,\N,3,4,38,Others,323,KS,467,58,No,No,0.02,457,457,0,2015,2 -59,136011,0.04,0.03,4251064944,1024,Yes,PhD or equivalent,Male,Yes,Married,94,\N,1,2,79,Others,183,NY,470,168,Yes,No,0.23,4323,864,0,2015,1 -59,136011,0.04,0.03,4251064944,1024,Yes,PhD or equivalent,Male,Yes,Married,94,\N,1,2,79,Others,183,NY,470,168,Yes,No,0.23,4885,814,0,2015,2 -22,246912,0.03,0.03,4251032958,1025,Yes,High School or below,Female,No,Married,32,\N,2,7,97,Others,356,ND,167,183,No,No,0.68,1302,651,0,2015,1 -22,246912,0.03,0.03,4251032958,1025,Yes,High School or below,Female,No,Married,32,\N,2,7,97,Others,356,ND,167,183,No,No,0.68,3655,731,0,2015,2 -37,244941,0.05,0.01,4251093613,1026,Yes,High School or below,Female,Yes,Married,39,\N,1,5,38,Others,216,AL,171,43,No,No,0.89,1518,759,0,2015,1 -37,244941,0.05,0.01,4251093613,1026,Yes,High School or below,Female,Yes,Married,39,\N,1,5,38,Others,216,AL,171,43,No,No,0.89,4120,824,0,2015,2 -68,105841,0.03,0.01,4251008291,1027,Yes,High School or below,Male,Yes,Married,97,\N,2,2,56,Others,388,AZ,368,58,No,No,0.35,11674,972,0,2015,1 -68,105841,0.03,0.01,4251008291,1027,Yes,High School or below,Male,Yes,Married,97,\N,2,2,56,Others,388,AZ,368,58,No,No,0.35,4169,833,0,2015,2 -16,103870,0.05,0.03,4251078652,1028,Yes,High School or below,Male,Yes,Single,104,\N,1,0,97,Others,248,MD,371,168,No,Yes,0.56,5301,883,0,2015,1 -16,103870,0.05,0.03,4251078652,1028,Yes,High School or below,Male,Yes,Single,104,\N,1,0,97,Others,248,MD,371,168,No,Yes,0.56,1337,1337,0,2015,2 -46,214770,0.03,0.03,4251095208,1029,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,2,5,15,Others,421,MI,68,183,No,No,0.02,2368,473,0,2015,1 -46,214770,0.03,0.03,4251095208,1029,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,2,5,15,Others,421,MI,68,183,No,No,0.02,2553,851,0,2015,2 -62,212799,0.05,0.01,4251016052,1030,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,0,3,56,Others,281,PA,71,43,No,No,0.23,4003,667,0,2015,1 -62,212799,0.05,0.01,4251016052,1030,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,0,3,56,Others,281,PA,71,43,No,No,0.23,6290,1258,0,2015,2 -62,212799,0.05,0.01,4251016052,1030,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,0,3,56,Others,281,PA,71,43,No,No,0.23,1346,1346,0,2015,3 -24,73700,0.03,0.01,4251031344,1031,Yes,Bachelor or equivalent,Female,Yes,Single,108,\N,2,1,74,Others,453,SC,268,58,No,No,0.68,3736,622,1,2015,1 -24,73700,0.03,0.01,4251031344,1031,Yes,Bachelor or equivalent,Female,Yes,Single,108,\N,2,1,74,Others,453,SC,268,58,No,No,0.68,529,176,1,2015,2 -40,71729,0.05,0.03,4251057880,1032,Yes,Master or equivalent,Female,Yes,Married,115,\N,0,6,15,Others,313,CT,272,168,No,No,0.9,1322,330,0,2015,1 -40,71729,0.05,0.03,4251057880,1032,Yes,Master or equivalent,Female,Yes,Married,115,\N,0,6,15,Others,313,CT,272,168,No,No,0.9,6455,922,0,2015,2 -71,182629,0.04,0.03,4251046294,1033,Yes,High School or below,Male,Yes,Married,53,\N,1,4,33,Others,486,FL,469,183,No,No,0.35,1806,361,0,2015,1 -71,182629,0.04,0.03,4251046294,1033,Yes,High School or below,Male,Yes,Married,53,\N,1,4,33,Others,486,FL,469,183,No,No,0.35,3169,1056,0,2015,2 -19,180658,0.06,0.01,4251081340,1034,Yes,High School or below,Male,No,Single,61,\N,0,1,73,Others,346,MT,472,43,No,No,0.56,3052,610,0,2015,1 -49,41558,0.04,0.01,4251068203,1035,Yes,High School or below,Female,Yes,Single,118,\N,1,7,92,Others,18,NV,169,58,No,No,0.02,3292,823,0,2015,1 -49,41558,0.04,0.01,4251068203,1035,Yes,High School or below,Female,Yes,Single,118,\N,1,7,92,Others,18,NV,169,58,No,No,0.02,3928,785,0,2015,2 -49,41558,0.04,0.01,4251068203,1035,Yes,High School or below,Female,Yes,Single,118,\N,1,7,92,Others,18,NV,169,58,No,No,0.02,967,967,0,2015,3 -65,39587,0.06,0.03,4251009809,1036,Yes,High School or below,Male,Yes,Single,6,\N,0,4,32,Others,378,UT,172,168,No,No,0.23,1957,652,0,2015,1 -65,39587,0.06,0.03,4251009809,1036,Yes,High School or below,Male,Yes,Single,6,\N,0,4,32,Others,378,UT,172,168,No,No,0.23,2812,468,0,2015,2 -27,150488,0.04,0.03,4251066718,1037,Yes,High School or below,Female,Yes,Single,64,\N,1,2,51,Others,51,VA,369,183,No,No,0.69,6971,995,1,2015,1 -27,150488,0.04,0.03,4251066718,1037,Yes,High School or below,Female,Yes,Single,64,\N,1,2,51,Others,51,VA,369,183,No,No,0.69,1020,510,1,2015,2 -43,148517,0.06,0.01,4251012918,1038,Yes,Bachelor or equivalent,Female,Yes,Married,71,\N,3,7,91,Others,411,IL,373,43,No,No,0.9,1626,406,0,2015,1 -43,148517,0.06,0.01,4251012918,1038,Yes,Bachelor or equivalent,Female,Yes,Married,71,\N,3,7,91,Others,411,IL,373,43,No,No,0.9,1622,811,0,2015,2 -73,9417,0.04,0.01,4251086514,1039,Yes,Bachelor or equivalent,Male,No,Married,9,\N,1,5,10,Others,83,IA,70,58,No,No,0.35,3734,533,0,2015,1 -73,9417,0.04,0.01,4251086514,1039,Yes,Bachelor or equivalent,Male,No,Married,9,\N,1,5,10,Others,83,IA,70,58,No,No,0.35,8299,754,0,2015,2 -21,7446,0.06,0.03,4251009922,1040,Yes,Master or equivalent,Male,Yes,Single,17,\N,3,2,50,Others,444,NY,73,168,No,No,0.56,3099,619,0,2015,1 -21,7446,0.06,0.03,4251009922,1040,Yes,Master or equivalent,Male,Yes,Single,17,\N,3,2,50,Others,444,NY,73,168,No,No,0.56,2932,733,0,2015,2 -52,118346,0.05,0.03,4251098173,1041,Yes,PhD or equivalent,Female,Yes,Married,75,\N,0,0,69,Others,116,ND,270,183,No,Yes,0.02,3784,756,0,2015,1 -52,118346,0.05,0.03,4251098173,1041,Yes,PhD or equivalent,Female,Yes,Married,75,\N,0,0,69,Others,116,ND,270,183,No,Yes,0.02,4331,866,0,2015,2 -52,118346,0.05,0.03,4251098173,1041,Yes,PhD or equivalent,Female,Yes,Married,75,\N,0,0,69,Others,116,ND,270,183,No,Yes,0.02,809,809,0,2015,3 -68,116375,0.07,0.01,4251097906,1042,Yes,High School or below,Male,Yes,Single,82,\N,3,5,9,Others,476,WY,273,43,No,No,0.23,3492,1164,0,2015,1 -68,116375,0.07,0.01,4251097906,1042,Yes,High School or below,Male,Yes,Single,82,\N,3,5,9,Others,476,WY,273,43,No,No,0.23,5451,605,0,2015,2 -30,227276,0.05,0.01,4251060077,1043,Yes,High School or below,Female,Yes,Single,20,\N,0,3,28,Others,149,AK,470,58,No,No,0.69,587,587,0,2015,1 -30,227276,0.05,0.01,4251060077,1043,Yes,High School or below,Female,Yes,Single,20,\N,0,3,28,Others,149,AK,470,58,No,No,0.69,6345,634,0,2015,2 -46,225305,0.07,0.03,4251027533,1044,Yes,High School or below,Female,Yes,Married,27,\N,2,0,68,Others,9,ME,474,168,No,No,0.9,2536,507,0,2015,1 -46,225305,0.07,0.03,4251027533,1044,Yes,High School or below,Female,Yes,Married,27,\N,2,0,68,Others,9,ME,474,168,No,No,0.9,3844,640,0,2015,2 -76,86205,0.05,0.03,4251081696,1045,Yes,High School or below,Male,Yes,Married,85,\N,0,6,87,Others,181,MA,170,183,No,No,0.35,4978,995,0,2015,1 -76,86205,0.05,0.03,4251081696,1045,Yes,High School or below,Male,Yes,Married,85,\N,0,6,87,Others,181,MA,170,183,No,No,0.35,1106,553,0,2015,2 -24,84234,0.07,0.01,4251068445,1046,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,2,3,27,Others,41,PA,174,43,Yes,No,0.57,3464,692,0,2015,1 -24,84234,0.07,0.01,4251068445,1046,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,2,3,27,Others,41,PA,174,43,Yes,No,0.57,3975,662,0,2015,2 -24,84234,0.07,0.01,4251068445,1046,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,2,3,27,Others,41,PA,174,43,Yes,No,0.57,1003,1003,0,2015,3 -55,195135,0.05,0.01,4251083425,1047,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,3,1,46,Technology Related Job,214,SC,371,58,No,No,0.02,3654,913,0,2015,1 -55,195135,0.05,0.01,4251083425,1047,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,3,1,46,Technology Related Job,214,SC,371,58,No,No,0.02,2995,748,0,2015,2 -70,193164,0.07,0.03,4251078171,1048,Yes,Master or equivalent,Male,No,Single,38,\N,2,7,86,Others,74,CO,374,168,No,No,0.23,3957,659,0,2015,1 -70,193164,0.07,0.03,4251078171,1048,Yes,Master or equivalent,Male,No,Single,38,\N,2,7,86,Others,74,CO,374,168,No,No,0.23,5508,786,0,2015,2 -33,54064,0.06,0.03,4251077837,1049,Yes,Master or equivalent,Female,Yes,Single,96,\N,3,4,4,Technology Related Job,246,DE,71,183,No,No,0.69,3166,633,0,2015,1 -33,54064,0.06,0.03,4251077837,1049,Yes,Master or equivalent,Female,Yes,Single,96,\N,3,4,4,Technology Related Job,246,DE,71,183,No,No,0.69,2858,714,0,2015,2 -49,52093,0,0,4251033167,1050,Yes,High School or below,Female,Yes,Married,104,\N,2,2,45,Others,106,MO,74,43,No,Yes,0.9,1928,482,0,2015,1 -49,52093,0,0,4251033167,1050,Yes,High School or below,Female,Yes,Married,104,\N,2,2,45,Others,106,MO,74,43,No,Yes,0.9,1414,707,0,2015,2 -79,162993,0.06,0.01,4251014208,1051,Yes,High School or below,Male,Yes,Single,42,\N,3,7,63,Technology Related Job,279,NE,271,58,No,No,0.36,5280,754,0,2015,1 -79,162993,0.06,0.01,4251014208,1051,Yes,High School or below,Male,Yes,Single,42,\N,3,7,63,Technology Related Job,279,NE,271,58,No,No,0.36,4012,573,0,2015,2 -27,161022,0,0.02,4251045240,1052,Yes,High School or below,Female,Yes,Married,49,\N,1,5,4,Others,139,UT,275,168,No,No,0.57,3976,568,0,2015,1 -27,161022,0,0.02,4251045240,1052,Yes,High School or below,Female,Yes,Married,49,\N,1,5,4,Others,139,UT,275,168,No,No,0.57,3759,626,0,2015,2 -57,21923,0.06,0.03,4251019627,1053,Yes,High School or below,Male,No,Married,107,\N,3,2,22,Technology Related Job,311,VA,472,183,No,No,0.02,6886,1147,0,2015,1 -57,21923,0.06,0.03,4251019627,1053,Yes,High School or below,Male,No,Married,107,\N,3,2,22,Technology Related Job,311,VA,472,183,No,No,0.02,1152,576,0,2015,2 -73,19952,0,0,4251047369,1054,No,Bachelor or equivalent,Male,No,Single,114,\N,1,0,63,Others,171,IL,475,43,No,No,0.23,40,40,0,2015,1 -73,19952,0,0,4251047369,1054,No,Bachelor or equivalent,Male,No,Single,114,\N,1,0,63,Others,171,IL,475,43,No,No,0.23,3497,499,0,2015,2 -73,19952,0,0,4251047369,1054,No,Bachelor or equivalent,Male,No,Single,114,\N,1,0,63,Others,171,IL,475,43,No,No,0.23,485,485,0,2015,3 -36,130852,0.06,0.01,4251066265,1055,Yes,Bachelor or equivalent,Female,Yes,Single,52,\N,2,5,81,Technology Related Job,344,IN,172,58,No,No,0.69,3562,890,0,2015,1 -36,130852,0.06,0.01,4251066265,1055,Yes,Bachelor or equivalent,Female,Yes,Single,52,\N,2,5,81,Technology Related Job,344,IN,172,58,No,No,0.69,4650,930,0,2015,2 -36,130852,0.06,0.01,4251066265,1055,Yes,Bachelor or equivalent,Female,Yes,Single,52,\N,2,5,81,Technology Related Job,344,IN,172,58,No,No,0.69,95,95,0,2015,3 -51,128881,0,0.02,4251028712,1056,Yes,Bachelor or equivalent,Female,Yes,Single,60,\N,1,3,22,Others,204,NM,175,168,No,No,0.9,652,326,0,2015,1 -51,128881,0,0.02,4251028712,1056,Yes,Bachelor or equivalent,Female,Yes,Single,60,\N,1,3,22,Others,204,NM,175,168,No,No,0.9,4566,652,0,2015,2 -14,239781,0.07,0.03,4251061582,1057,Yes,Master or equivalent,Male,Yes,Single,118,\N,2,0,40,Technology Related Job,376,NC,372,183,No,No,0.36,1610,805,0,2015,1 -14,239781,0.07,0.03,4251061582,1057,Yes,Master or equivalent,Male,Yes,Single,118,\N,2,0,40,Technology Related Job,376,NC,372,183,No,No,0.36,3659,731,0,2015,2 -16,44739,0.02,0.02,4251081014,1058,Yes,Master or equivalent,Male,No,Married,89,\N,3,3,10,Technology Related Job,53,MT,472,218,No,No,0.89,5529,921,0,2015,1 -16,44739,0.02,0.02,4251081014,1058,Yes,Master or equivalent,Male,No,Married,89,\N,3,3,10,Technology Related Job,53,MT,472,218,No,No,0.89,6793,617,0,2015,2 -32,42768,0.04,0,4251021462,1059,Yes,High School or below,Male,No,Single,96,\N,2,0,50,Others,413,TN,475,78,No,Yes,0.1,3443,688,0,2015,1 -32,42768,0.04,0,4251021462,1059,Yes,High School or below,Male,No,Single,96,\N,2,0,50,Others,413,TN,475,78,No,Yes,0.1,985,985,0,2015,2 -32,42768,0.04,0,4251021462,1059,Yes,High School or below,Male,No,Single,96,\N,2,0,50,Others,413,TN,475,78,No,Yes,0.1,817,817,0,2015,3 -62,153668,0.03,0,4251042427,1060,Yes,High School or below,Female,Yes,Single,34,\N,3,6,68,Technology Related Job,85,UT,172,93,No,No,0.55,5367,894,0,2015,1 -62,153668,0.03,0,4251042427,1060,Yes,High School or below,Female,Yes,Single,34,\N,3,6,68,Technology Related Job,85,UT,172,93,No,No,0.55,5690,1138,0,2015,2 -78,151697,0.05,0.02,4251094215,1061,Yes,High School or below,Male,Yes,Married,41,\N,2,3,9,Others,445,HI,175,203,Yes,No,0.77,3891,778,1,2015,1 -78,151697,0.05,0.02,4251094215,1061,Yes,High School or below,Male,Yes,Married,41,\N,2,3,9,Others,445,HI,175,203,Yes,No,0.77,4176,1044,1,2015,2 -41,12598,0.03,0.02,4251027206,1062,Yes,High School or below,Female,Yes,Married,99,\N,3,1,27,Technology Related Job,118,IL,372,218,No,No,0.22,5771,721,0,2015,1 -41,12598,0.03,0.02,4251027206,1062,Yes,High School or below,Female,Yes,Married,99,\N,3,1,27,Technology Related Job,118,IL,372,218,No,No,0.22,7922,880,0,2015,2 -56,10627,0.05,0,4251077486,1063,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,1,6,68,Others,478,NJ,376,78,No,No,0.43,3324,831,0,2015,1 -56,10627,0.05,0,4251077486,1063,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,1,6,68,Others,478,NJ,376,78,No,No,0.43,9048,754,0,2015,2 -19,121527,0.03,0,4251044086,1064,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,2,4,86,Technology Related Job,150,NY,73,93,No,No,0.89,5271,658,1,2015,1 -19,121527,0.03,0,4251044086,1064,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,2,4,86,Technology Related Job,150,NY,73,93,No,No,0.89,4343,868,1,2015,2 -35,119556,0.05,0.02,4251061742,1065,Yes,Master or equivalent,Male,Yes,Single,52,\N,1,1,27,Others,11,WI,76,203,No,No,0.1,3116,623,0,2015,1 -35,119556,0.05,0.02,4251061742,1065,Yes,Master or equivalent,Male,Yes,Single,52,\N,1,1,27,Others,11,WI,76,203,No,No,0.1,4846,692,0,2015,2 -65,230456,0.03,0.02,4251031390,1066,Yes,Master or equivalent,Female,Yes,Single,110,\N,2,7,45,Technology Related Job,183,WY,273,218,No,No,0.56,1222,611,0,2015,1 -65,230456,0.03,0.02,4251031390,1066,Yes,Master or equivalent,Female,Yes,Single,110,\N,2,7,45,Technology Related Job,183,WY,273,218,No,No,0.56,4952,825,0,2015,2 -13,228485,0.05,0,4251047371,1067,Yes,High School or below,Male,No,Married,118,\N,1,4,86,Others,43,KY,276,78,No,No,0.77,2724,681,0,2015,1 -13,228485,0.05,0,4251047371,1067,Yes,High School or below,Male,No,Married,118,\N,1,4,86,Others,43,KY,276,78,No,No,0.77,5302,1060,0,2015,2 -43,89386,0.04,0,4251022126,1068,Yes,High School or below,Female,Yes,Single,55,\N,2,2,4,Technology Related Job,215,ME,473,93,No,No,0.22,4358,544,0,2015,1 -43,89386,0.04,0,4251022126,1068,Yes,High School or below,Female,Yes,Single,55,\N,2,2,4,Technology Related Job,215,ME,473,93,No,No,0.22,1086,543,0,2015,2 -59,87415,0.06,0.02,4251017993,1069,Yes,High School or below,Female,Yes,Married,63,\N,0,7,45,Others,76,OK,477,203,No,No,0.43,3566,594,0,2015,1 -59,87415,0.06,0.02,4251017993,1069,Yes,High School or below,Female,Yes,Married,63,\N,0,7,45,Others,76,OK,477,203,No,No,0.43,3802,950,0,2015,2 -22,198315,0.04,0.02,4251065144,1070,Yes,High School or below,Male,Yes,Married,1,\N,2,5,63,Technology Related Job,248,PA,173,218,No,No,0.89,6256,695,0,2015,1 -22,198315,0.04,0.02,4251065144,1070,Yes,High School or below,Male,Yes,Married,1,\N,2,5,63,Technology Related Job,248,PA,173,218,No,No,0.89,2442,407,0,2015,2 -37,196344,0.06,0,4251047923,1071,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,0,2,4,Others,108,CA,177,78,No,No,0.1,1617,404,0,2015,1 -37,196344,0.06,0,4251047923,1071,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,0,2,4,Others,108,CA,177,78,No,No,0.1,3953,658,0,2015,2 -68,57244,0.04,0,4251049960,1072,Yes,Bachelor or equivalent,Female,No,Single,66,\N,1,0,22,Technology Related Job,281,CO,374,93,No,Yes,0.56,1224,408,0,2015,1 -68,57244,0.04,0,4251049960,1072,Yes,Bachelor or equivalent,Female,No,Single,66,\N,1,0,22,Technology Related Job,281,CO,374,93,No,Yes,0.56,6301,700,0,2015,2 -16,55273,0.06,0.02,4251022045,1073,Yes,Bachelor or equivalent,Male,No,Single,74,\N,0,6,63,Others,141,MN,377,203,No,No,0.77,2286,1143,0,2015,1 -16,55273,0.06,0.02,4251022045,1073,Yes,Bachelor or equivalent,Male,No,Single,74,\N,0,6,63,Others,141,MN,377,203,No,No,0.77,3549,709,0,2015,2 -46,166174,0.04,0.02,4251024935,1074,Yes,Master or equivalent,Female,Yes,Single,12,\N,1,3,81,Technology Related Job,313,MO,74,218,No,No,0.22,1544,514,0,2015,1 -46,166174,0.04,0.02,4251024935,1074,Yes,Master or equivalent,Female,Yes,Single,12,\N,1,3,81,Technology Related Job,313,MO,74,218,No,No,0.22,1451,290,0,2015,2 -62,164203,0.06,0,4251008889,1075,Yes,High School or below,Female,Yes,Married,19,\N,0,1,21,Others,173,TN,77,78,No,No,0.44,3574,595,0,2015,1 -62,164203,0.06,0,4251008889,1075,Yes,High School or below,Female,Yes,Married,19,\N,0,1,21,Others,173,TN,77,78,No,No,0.44,2017,672,0,2015,2 -24,25103,0.05,0,4251060386,1076,Yes,High School or below,Male,Yes,Married,77,\N,1,6,40,Technology Related Job,346,UT,274,93,No,No,0.89,2172,543,1,2015,1 -24,25103,0.05,0,4251060386,1076,Yes,High School or below,Male,Yes,Married,77,\N,1,6,40,Technology Related Job,346,UT,274,93,No,No,0.89,7590,843,1,2015,2 -40,23132,0.07,0.02,4251017290,1077,Yes,High School or below,Male,Yes,Single,84,\N,3,4,80,Others,206,HI,278,203,No,No,0.1,4452,636,0,2015,1 -40,23132,0.07,0.02,4251017290,1077,Yes,High School or below,Male,Yes,Single,84,\N,3,4,80,Others,206,HI,278,203,No,No,0.1,3742,748,0,2015,2 -71,134033,0.05,0.02,4251063026,1078,Yes,High School or below,Female,No,Married,22,\N,1,1,99,Technology Related Job,378,ID,475,218,Yes,No,0.56,3133,626,0,2015,1 -71,134033,0.05,0.02,4251063026,1078,Yes,High School or below,Female,No,Married,22,\N,1,1,99,Technology Related Job,378,ID,475,218,Yes,No,0.56,4564,912,0,2015,2 -19,132062,0.07,0,4251077693,1079,Yes,High School or below,Male,Yes,Single,30,\N,3,7,39,Others,238,NH,478,78,No,No,0.77,3213,803,0,2015,1 -19,132062,0.07,0,4251077693,1079,Yes,High School or below,Male,Yes,Single,30,\N,3,7,39,Others,238,NH,478,78,No,No,0.77,679,339,0,2015,2 -49,242962,0.05,0,4251011813,1080,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,0,4,58,Technology Related Job,411,NM,175,93,No,No,0.23,3359,671,0,2015,1 -49,242962,0.05,0,4251011813,1080,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,0,4,58,Technology Related Job,411,NM,175,93,No,No,0.23,3288,822,0,2015,2 -65,240991,0.07,0.02,4251077014,1081,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,3,2,98,Others,271,WV,178,203,No,Yes,0.44,5525,920,0,2015,1 -65,240991,0.07,0.02,4251077014,1081,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,3,2,98,Others,271,WV,178,203,No,Yes,0.44,2215,738,0,2015,2 -27,101891,0.05,0.02,4251066640,1082,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,0,7,17,Technology Related Job,443,WY,375,218,No,No,0.89,3275,655,0,2015,1 -27,101891,0.05,0.02,4251066640,1082,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,0,7,17,Technology Related Job,443,WY,375,218,No,No,0.89,9155,832,0,2015,2 -43,99920,0.07,0,4251039498,1083,Yes,Master or equivalent,Male,Yes,Married,41,\N,2,5,57,Others,304,KY,379,78,No,No,0.1,4634,579,0,2015,1 -43,99920,0.07,0,4251039498,1083,Yes,Master or equivalent,Male,Yes,Married,41,\N,2,5,57,Others,304,KY,379,78,No,No,0.1,2276,569,0,2015,2 -73,210821,0.06,0,4251078748,1084,Yes,High School or below,Female,Yes,Married,99,\N,0,3,76,Technology Related Job,476,LA,76,93,No,No,0.56,6007,858,0,2015,1 -73,210821,0.06,0,4251078748,1084,Yes,High School or below,Female,Yes,Married,99,\N,0,3,76,Technology Related Job,476,LA,76,93,No,No,0.56,6714,746,0,2015,2 -21,208850,0,0.02,4251075680,1085,Yes,High School or below,Male,Yes,Single,106,\N,2,0,16,Others,336,OH,79,202,No,No,0.77,3854,770,0,2015,1 -21,208850,0,0.02,4251075680,1085,Yes,High School or below,Male,Yes,Single,106,\N,2,0,16,Others,336,OH,79,202,No,No,0.77,3795,948,0,2015,2 -52,69750,0.06,0.02,4251016355,1086,Yes,High School or below,Female,No,Single,44,\N,3,6,35,Technology Related Job,8,OR,276,217,No,No,0.23,3356,671,0,2015,1 -52,69750,0.06,0.02,4251016355,1086,Yes,High School or below,Female,No,Single,44,\N,3,6,35,Technology Related Job,8,OR,276,217,No,No,0.23,608,608,0,2015,2 -68,67779,0,0,4251030274,1087,Yes,High School or below,Female,No,Married,51,\N,2,3,75,Others,369,AR,279,77,No,No,0.44,171,171,0,2015,1 -68,67779,0,0,4251030274,1087,Yes,High School or below,Female,No,Married,51,\N,2,3,75,Others,369,AR,279,77,No,No,0.44,4814,802,0,2015,2 -30,178679,0.06,0,4251098022,1088,Yes,High School or below,Male,Yes,Single,109,\N,3,1,94,Technology Related Job,41,CO,476,92,No,No,0.89,5719,714,0,2015,1 -30,178679,0.06,0,4251098022,1088,Yes,High School or below,Male,Yes,Single,109,\N,3,1,94,Technology Related Job,41,CO,476,92,No,No,0.89,6483,1080,0,2015,2 -46,176708,0,0.02,4251046937,1089,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,2,6,34,Others,401,MN,480,202,No,No,0.11,6549,727,0,2015,1 -46,176708,0,0.02,4251046937,1089,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,2,6,34,Others,401,MN,480,202,No,No,0.11,5151,1030,0,2015,2 -76,37609,0.06,0.02,4251092854,1090,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,3,4,52,Technology Related Job,74,MS,177,217,No,No,0.56,7578,757,0,2015,1 -76,37609,0.06,0.02,4251092854,1090,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,3,4,52,Technology Related Job,74,MS,177,217,No,No,0.56,4497,562,0,2015,2 -76,37609,0.06,0.02,4251092854,1090,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,3,4,52,Technology Related Job,74,MS,177,217,No,No,0.56,2357,1178,0,2015,3 -24,35638,0,0,4251032273,1091,Yes,Master or equivalent,Male,Yes,Single,62,\N,1,1,93,Others,434,SD,180,77,No,No,0.77,3427,685,0,2015,1 -24,35638,0,0,4251032273,1091,Yes,Master or equivalent,Male,Yes,Single,62,\N,1,1,93,Others,434,SD,180,77,No,No,0.77,4181,696,0,2015,2 -54,146538,0.07,0,4251038990,1092,Yes,PhD or equivalent,Female,No,Single,0,\N,3,7,11,Technology Related Job,106,TX,377,92,No,No,0.23,2319,579,0,2015,1 -54,146538,0.07,0,4251038990,1092,Yes,PhD or equivalent,Female,No,Single,0,\N,3,7,11,Technology Related Job,106,TX,377,92,No,No,0.23,6941,694,0,2015,2 -70,144567,0.01,0.02,4251067866,1093,Yes,High School or below,Female,Yes,Single,8,\N,1,4,52,Others,466,GA,380,202,No,No,0.44,4458,743,0,2015,1 -70,144567,0.01,0.02,4251067866,1093,Yes,High School or below,Female,Yes,Single,8,\N,1,4,52,Others,466,GA,380,202,No,No,0.44,1594,398,0,2015,2 -33,5467,0.07,0.02,4251015611,1094,Yes,High School or below,Male,Yes,Single,65,\N,2,2,70,Technology Related Job,139,ID,77,217,No,Yes,0.9,3136,1045,1,2015,1 -33,5467,0.07,0.02,4251015611,1094,Yes,High School or below,Male,Yes,Single,65,\N,2,2,70,Technology Related Job,139,ID,77,217,No,Yes,0.9,3310,662,1,2015,2 -49,3496,0.01,0,4251087720,1095,Yes,High School or below,Female,Yes,Married,73,\N,1,7,11,Technology Related Job,499,NH,80,77,No,No,0.11,1166,1166,0,2015,1 -49,3496,0.01,0,4251087720,1095,Yes,High School or below,Female,Yes,Married,73,\N,1,7,11,Technology Related Job,499,NH,80,77,No,No,0.11,1621,540,0,2015,2 -79,114397,0.07,0,4251070130,1096,Yes,High School or below,Male,Yes,Married,11,\N,2,5,29,Technology Related Job,171,NJ,277,92,No,No,0.56,4228,704,0,2015,1 -79,114397,0.07,0,4251070130,1096,Yes,High School or below,Male,Yes,Married,11,\N,2,5,29,Technology Related Job,171,NJ,277,92,No,No,0.56,893,446,0,2015,2 -79,114397,0.07,0,4251070130,1096,Yes,High School or below,Male,Yes,Married,11,\N,2,5,29,Technology Related Job,171,NJ,277,92,No,No,0.56,956,956,0,2015,3 -27,112426,0.01,0.02,4251057501,1097,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,1,2,70,Technology Related Job,31,WA,281,202,No,No,0.77,5653,628,0,2015,1 -27,112426,0.01,0.02,4251057501,1097,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,1,2,70,Technology Related Job,31,WA,281,202,No,No,0.77,0,0,0,2015,2 -57,223326,0.07,0.02,4251049997,1098,Yes,Bachelor or equivalent,Female,Yes,Married,76,\N,2,0,88,Technology Related Job,204,WI,478,217,No,No,0.23,3421,855,0,2015,1 -57,223326,0.07,0.02,4251049997,1098,Yes,Bachelor or equivalent,Female,Yes,Married,76,\N,2,0,88,Technology Related Job,204,WI,478,217,No,No,0.23,4092,584,0,2015,2 -73,221355,0.01,0,4251041522,1099,Yes,Master or equivalent,Female,Yes,Single,84,\N,0,5,29,Technology Related Job,64,KS,481,77,No,No,0.44,2950,983,0,2015,1 -73,221355,0.01,0,4251041522,1099,Yes,Master or equivalent,Female,Yes,Single,84,\N,0,5,29,Technology Related Job,64,KS,481,77,No,No,0.44,2858,952,0,2015,2 -36,82256,0,0,4251091899,1100,No,Master or equivalent,Male,No,Single,22,\N,2,3,47,Technology Related Job,236,LA,178,92,No,No,0.9,5064,1012,0,2015,1 -36,82256,0,0,4251091899,1100,No,Master or equivalent,Male,No,Single,22,\N,2,3,47,Technology Related Job,236,LA,178,92,No,No,0.9,3030,505,0,2015,2 -51,80285,0.02,0.02,4251065149,1101,Yes,High School or below,Female,No,Married,29,\N,0,1,88,Technology Related Job,97,OH,181,202,No,No,0.11,1804,451,0,2015,1 -51,80285,0.02,0.02,4251065149,1101,Yes,High School or below,Female,No,Married,29,\N,0,1,88,Technology Related Job,97,OH,181,202,No,No,0.11,5759,719,0,2015,2 -51,80285,0.02,0.02,4251065149,1101,Yes,High School or below,Female,No,Married,29,\N,0,1,88,Technology Related Job,97,OH,181,202,No,No,0.11,517,517,0,2015,3 -14,191185,0,0.02,4251047766,1102,Yes,High School or below,Male,Yes,Married,87,\N,1,6,6,Technology Related Job,269,OK,378,217,No,No,0.56,2875,575,0,2015,1 -14,191185,0,0.02,4251047766,1102,Yes,High School or below,Male,Yes,Married,87,\N,1,6,6,Technology Related Job,269,OK,378,217,No,No,0.56,5495,785,0,2015,2 -30,189214,0.02,0,4251032383,1103,Yes,High School or below,Male,Yes,Married,94,\N,0,4,46,Technology Related Job,129,AZ,382,77,No,Yes,0.77,5082,508,0,2015,1 -30,189214,0.02,0,4251032383,1103,Yes,High School or below,Male,Yes,Married,94,\N,0,4,46,Technology Related Job,129,AZ,382,77,No,Yes,0.77,3806,761,0,2015,2 -60,50114,0,0,4251066905,1104,Yes,High School or below,Female,Yes,Married,32,\N,1,1,65,Technology Related Job,301,CA,79,92,No,No,0.23,3867,552,0,2015,1 -60,50114,0,0,4251066905,1104,Yes,High School or below,Female,Yes,Married,32,\N,1,1,65,Technology Related Job,301,CA,79,92,No,No,0.23,4271,711,0,2015,2 -76,48143,0.02,0.02,4251077835,1105,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,3,7,5,Technology Related Job,162,MI,82,202,No,No,0.44,7975,797,0,2015,1 -76,48143,0.02,0.02,4251077835,1105,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,3,7,5,Technology Related Job,162,MI,82,202,No,No,0.44,1014,507,0,2015,2 -38,159044,0,0.02,4251060267,1106,Yes,Bachelor or equivalent,Male,No,Single,98,\N,1,4,24,Technology Related Job,334,MS,279,217,No,No,0.9,3316,663,0,2015,1 -38,159044,0,0.02,4251060267,1106,Yes,Bachelor or equivalent,Male,No,Single,98,\N,1,4,24,Technology Related Job,334,MS,279,217,No,No,0.9,3602,600,0,2015,2 -54,157073,0.02,0,4251037379,1107,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,3,2,64,Technology Related Job,194,SD,282,77,No,No,0.11,4549,909,0,2015,1 -54,157073,0.02,0,4251037379,1107,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,3,2,64,Technology Related Job,194,SD,282,77,No,No,0.11,4265,853,0,2015,2 -54,157073,0.02,0,4251037379,1107,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,3,2,64,Technology Related Job,194,SD,282,77,No,No,0.11,1175,1175,0,2015,3 -17,17973,0.01,0,4251010126,1108,Yes,Master or equivalent,Male,Yes,Single,43,\N,0,7,83,Technology Related Job,367,TN,479,92,No,No,0.57,819,409,0,2015,1 -17,17973,0.01,0,4251010126,1108,Yes,Master or equivalent,Male,Yes,Single,43,\N,0,7,83,Technology Related Job,367,TN,479,92,No,No,0.57,2651,662,0,2015,2 -32,16002,0.03,0.02,4251052809,1109,Yes,High School or below,Male,Yes,Married,51,\N,3,5,23,Technology Related Job,227,FL,483,202,No,No,0.78,2577,859,0,2015,1 -32,16002,0.03,0.02,4251052809,1109,Yes,High School or below,Male,Yes,Married,51,\N,3,5,23,Technology Related Job,227,FL,483,202,No,No,0.78,1429,357,0,2015,2 -63,126902,0.01,0.02,4251074014,1110,Yes,High School or below,Female,Yes,Married,109,\N,0,2,42,Technology Related Job,399,HI,180,217,No,No,0.23,4969,709,0,2015,1 -63,126902,0.01,0.02,4251074014,1110,Yes,High School or below,Female,Yes,Married,109,\N,0,2,42,Technology Related Job,399,HI,180,217,No,No,0.23,2366,591,0,2015,2 -63,126902,0.01,0.02,4251074014,1110,Yes,High School or below,Female,Yes,Married,109,\N,0,2,42,Technology Related Job,399,HI,180,217,No,No,0.23,810,810,0,2015,3 -79,124931,0.03,0,4251098456,1111,Yes,High School or below,Female,Yes,Single,116,\N,3,0,82,Technology Related Job,259,NV,183,77,No,No,0.44,2563,366,0,2015,1 -79,124931,0.03,0,4251098456,1111,Yes,High School or below,Female,Yes,Single,116,\N,3,0,82,Technology Related Job,259,NV,183,77,No,No,0.44,3772,943,0,2015,2 -41,235832,0.01,0,4251097963,1112,Yes,High School or below,Male,Yes,Single,54,\N,0,6,1,Technology Related Job,432,NJ,380,92,No,No,0.9,1984,992,0,2015,1 -41,235832,0.01,0,4251097963,1112,Yes,High School or below,Male,Yes,Single,54,\N,0,6,1,Technology Related Job,432,NJ,380,92,No,No,0.9,1190,396,0,2015,2 -57,233861,0.03,0.02,4251008314,1113,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,2,3,41,Technology Related Job,292,WA,383,202,No,No,0.11,6248,694,0,2015,1 -57,233861,0.03,0.02,4251008314,1113,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,2,3,41,Technology Related Job,292,WA,383,202,No,No,0.11,6073,867,0,2015,2 -19,94761,0.01,0.02,4251082663,1114,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,0,1,60,Technology Related Job,464,WI,80,217,No,No,0.57,4908,545,1,2015,1 -19,94761,0.01,0.02,4251082663,1114,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,0,1,60,Technology Related Job,464,WI,80,217,No,No,0.57,2138,712,1,2015,2 -35,92790,0.03,0,4251016883,1115,Yes,Bachelor or equivalent,Male,No,Married,7,\N,2,6,0,Technology Related Job,324,IA,84,77,No,No,0.78,3639,909,0,2015,1 -35,92790,0.03,0,4251016883,1115,Yes,Bachelor or equivalent,Male,No,Married,7,\N,2,6,0,Technology Related Job,324,IA,84,77,No,No,0.78,3960,660,0,2015,2 -66,203691,0.02,0,4251095719,1116,Yes,Master or equivalent,Female,Yes,Married,65,\N,3,4,19,Non-technology Related Job,497,KY,280,92,No,Yes,0.23,3785,757,0,2015,1 -66,203691,0.02,0,4251095719,1116,Yes,Master or equivalent,Female,Yes,Married,65,\N,3,4,19,Non-technology Related Job,497,KY,280,92,No,Yes,0.23,6167,685,0,2015,2 -14,201720,0.04,0.02,4251070022,1117,Yes,PhD or equivalent,Female,Yes,Single,72,\N,2,1,59,Technology Related Job,357,ND,284,202,No,No,0.44,7139,1019,0,2015,1 -14,201720,0.04,0.02,4251070022,1117,Yes,PhD or equivalent,Female,Yes,Single,72,\N,2,1,59,Technology Related Job,357,ND,284,202,No,No,0.44,1049,524,0,2015,2 -44,62620,0.02,0.02,4251092887,1118,Yes,High School or below,Male,Yes,Single,10,\N,3,7,77,Non-technology Related Job,29,OK,481,217,No,No,0.9,6710,671,0,2015,1 -44,62620,0.02,0.02,4251092887,1118,Yes,High School or below,Male,Yes,Single,10,\N,3,7,77,Non-technology Related Job,29,OK,481,217,No,No,0.9,3821,764,0,2015,2 -60,60649,0.04,0,4251089525,1119,Yes,High School or below,Female,Yes,Single,18,\N,2,4,18,Technology Related Job,390,AZ,484,77,No,No,0.11,1923,641,0,2015,1 -60,60649,0.04,0,4251089525,1119,Yes,High School or below,Female,Yes,Single,18,\N,2,4,18,Technology Related Job,390,AZ,484,77,No,No,0.11,4838,806,0,2015,2 -22,171549,0.02,0,4251088716,1120,Yes,High School or below,Male,No,Single,76,\N,3,2,36,Non-technology Related Job,62,CA,181,92,No,No,0.57,8557,713,0,2015,1 -22,171549,0.02,0,4251088716,1120,Yes,High School or below,Male,No,Single,76,\N,3,2,36,Non-technology Related Job,62,CA,181,92,No,No,0.57,3763,537,0,2015,2 -38,169578,0.04,0.02,4251017069,1121,Yes,High School or below,Male,Yes,Married,83,\N,1,7,77,Technology Related Job,422,MA,184,202,No,No,0.78,1603,534,0,2015,1 -38,169578,0.04,0.02,4251017069,1121,Yes,High School or below,Male,Yes,Married,83,\N,1,7,77,Technology Related Job,422,MA,184,202,No,No,0.78,1911,477,0,2015,2 -68,30479,0.02,0.02,4251056135,1122,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,3,5,95,Non-technology Related Job,94,MN,381,217,No,No,0.23,3595,719,0,2015,1 -68,30479,0.02,0.02,4251056135,1122,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,3,5,95,Non-technology Related Job,94,MN,381,217,No,No,0.23,4463,743,0,2015,2 -16,28508,0.05,0,4251068144,1123,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,1,2,36,Technology Related Job,455,SC,385,77,No,No,0.45,4407,629,0,2015,1 -16,28508,0.05,0,4251068144,1123,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,1,2,36,Technology Related Job,455,SC,385,77,No,No,0.45,746,373,0,2015,2 -47,139408,0.03,0,4251008135,1124,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,2,0,54,Non-technology Related Job,127,TN,82,92,No,No,0.9,4151,593,0,2015,1 -47,139408,0.03,0,4251008135,1124,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,2,0,54,Non-technology Related Job,127,TN,82,92,No,No,0.9,5421,903,0,2015,2 -63,137437,0.05,0.02,4251062097,1125,Yes,Master or equivalent,Female,Yes,Single,94,\N,1,5,95,Technology Related Job,487,FL,85,202,Yes,No,0.11,5806,725,0,2015,1 -63,137437,0.05,0.02,4251062097,1125,Yes,Master or equivalent,Female,Yes,Single,94,\N,1,5,95,Technology Related Job,487,FL,85,202,Yes,No,0.11,7111,711,0,2015,2 -25,248337,0.03,0.02,4251045218,1126,Yes,PhD or equivalent,Male,Yes,Single,32,\N,2,3,13,Non-technology Related Job,160,HI,282,217,No,No,0.57,1670,556,1,2015,1 -25,248337,0.03,0.02,4251045218,1126,Yes,PhD or equivalent,Male,Yes,Single,32,\N,2,3,13,Non-technology Related Job,160,HI,282,217,No,No,0.57,8111,675,1,2015,2 -41,246366,0.05,0,4251024815,1127,Yes,High School or below,Male,Yes,Married,39,\N,0,0,54,Technology Related Job,20,NE,285,77,No,No,0.78,4574,653,0,2015,1 -41,246366,0.05,0,4251024815,1127,Yes,High School or below,Male,Yes,Married,39,\N,0,0,54,Technology Related Job,20,NE,285,77,No,No,0.78,3387,1129,0,2015,2 -71,107267,0.03,0,4251085800,1128,Yes,High School or below,Female,Yes,Married,97,\N,2,6,72,Non-technology Related Job,192,NH,482,92,No,No,0.24,2412,482,0,2015,1 -71,107267,0.03,0,4251085800,1128,Yes,High School or below,Female,Yes,Married,97,\N,2,6,72,Non-technology Related Job,192,NH,482,92,No,No,0.24,4138,827,0,2015,2 -19,105296,0.05,0.02,4251037771,1129,Yes,High School or below,Male,No,Married,105,\N,0,3,13,Technology Related Job,52,VA,486,202,No,No,0.45,2507,835,0,2015,1 -19,105296,0.05,0.02,4251037771,1129,Yes,High School or below,Male,No,Married,105,\N,0,3,13,Technology Related Job,52,VA,486,202,No,No,0.45,6466,646,0,2015,2 -19,105296,0.05,0.02,4251037771,1129,Yes,High School or below,Male,No,Married,105,\N,0,3,13,Technology Related Job,52,VA,486,202,No,No,0.45,620,620,0,2015,3 -50,216196,0.03,0.02,4251057374,1130,Yes,High School or below,Female,Yes,Married,42,\N,1,1,31,Non-technology Related Job,225,WV,183,217,No,No,0.9,1786,446,0,2015,1 -50,216196,0.03,0.02,4251057374,1130,Yes,High School or below,Female,Yes,Married,42,\N,1,1,31,Non-technology Related Job,225,WV,183,217,No,No,0.9,4388,548,0,2015,2 -65,214225,0.06,0,4251008422,1131,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,0,7,71,Technology Related Job,85,IA,186,77,No,No,0.11,2059,686,0,2015,1 -65,214225,0.06,0,4251008422,1131,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,0,7,71,Technology Related Job,85,IA,186,77,No,No,0.11,4202,840,0,2015,2 -28,75125,0.04,0,4251044337,1132,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,4,90,Non-technology Related Job,257,KY,383,92,No,No,0.57,2544,636,1,2015,1 -28,75125,0.04,0,4251044337,1132,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,4,90,Non-technology Related Job,257,KY,383,92,No,No,0.57,3998,799,1,2015,2 -28,75125,0.04,0,4251044337,1132,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,4,90,Non-technology Related Job,257,KY,383,92,No,No,0.57,1295,647,1,2015,3 -44,73154,0.06,0.02,4251066205,1133,Yes,Master or equivalent,Male,Yes,Married,115,\N,0,2,30,Technology Related Job,117,NC,386,202,No,No,0.78,3730,746,0,2015,1 -44,73154,0.06,0.02,4251066205,1133,Yes,Master or equivalent,Male,Yes,Married,115,\N,0,2,30,Technology Related Job,117,NC,386,202,No,No,0.78,2729,682,0,2015,2 -74,184055,0.04,0.02,4251029635,1134,Yes,Master or equivalent,Female,No,Single,53,\N,1,7,49,Non-technology Related Job,290,OH,83,217,No,No,0.24,2357,589,0,2015,1 -74,184055,0.04,0.02,4251029635,1134,Yes,Master or equivalent,Female,No,Single,53,\N,1,7,49,Non-technology Related Job,290,OH,83,217,No,No,0.24,3786,757,0,2015,2 -22,182084,0.06,0.03,4251014542,1135,Yes,High School or below,Male,No,Married,61,\N,3,5,89,Technology Related Job,150,AK,87,77,No,No,0.45,4505,750,0,2015,1 -22,182084,0.06,0.03,4251014542,1135,Yes,High School or below,Male,No,Married,61,\N,3,5,89,Technology Related Job,150,AK,87,77,No,No,0.45,2175,543,0,2015,2 -52,42984,0.04,0,4251037179,1136,Yes,High School or below,Female,Yes,Married,119,\N,1,2,8,Non-technology Related Job,322,AR,284,92,No,No,0.9,1303,325,0,2015,1 -52,42984,0.04,0,4251037179,1136,Yes,High School or below,Female,Yes,Married,119,\N,1,2,8,Non-technology Related Job,322,AR,284,92,No,No,0.9,3525,705,0,2015,2 -68,41013,0.06,0.01,4251057974,1137,Yes,High School or below,Female,Yes,Single,6,\N,3,0,48,Technology Related Job,183,MA,287,202,No,No,0.12,2620,436,0,2015,1 -68,41013,0.06,0.01,4251057974,1137,Yes,High School or below,Female,Yes,Single,6,\N,3,0,48,Technology Related Job,183,MA,287,202,No,No,0.12,6221,777,0,2015,2 -31,151914,0.05,0.02,4251022573,1138,Yes,High School or below,Male,Yes,Single,64,\N,0,5,67,Non-technology Related Job,355,MN,484,217,No,Yes,0.57,1988,662,0,2015,1 -31,151914,0.05,0.02,4251022573,1138,Yes,High School or below,Male,Yes,Single,64,\N,0,5,67,Non-technology Related Job,355,MN,484,217,No,Yes,0.57,2293,1146,0,2015,2 -46,149943,0.07,0.03,4251035982,1139,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,3,3,7,Technology Related Job,215,RI,487,77,No,No,0.78,3992,570,0,2015,1 -46,149943,0.07,0.03,4251035982,1139,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,3,3,7,Technology Related Job,215,RI,487,77,No,No,0.78,5378,896,0,2015,2 -77,10843,0.05,0,4251078493,1140,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,0,0,26,Non-technology Related Job,387,SD,184,92,No,No,0.24,3750,535,0,2015,1 -77,10843,0.05,0,4251078493,1140,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,0,0,26,Non-technology Related Job,387,SD,184,92,No,No,0.24,5426,775,0,2015,2 -25,8872,0.07,0.01,4251043896,1141,Yes,Master or equivalent,Male,Yes,Married,17,\N,3,6,66,Technology Related Job,248,DE,187,202,No,No,0.45,2353,784,0,2015,1 -25,8872,0.07,0.01,4251043896,1141,Yes,Master or equivalent,Male,Yes,Married,17,\N,3,6,66,Technology Related Job,248,DE,187,202,No,No,0.45,3092,618,0,2015,2 -55,119772,0.05,0.02,4251023138,1142,Yes,Master or equivalent,Female,Yes,Married,75,\N,0,4,85,Non-technology Related Job,420,GA,384,217,Yes,No,0.91,2647,882,0,2015,1 -55,119772,0.05,0.02,4251023138,1142,Yes,Master or equivalent,Female,Yes,Married,75,\N,0,4,85,Non-technology Related Job,420,GA,384,217,Yes,No,0.91,1301,650,0,2015,2 -71,117801,0.07,0.03,4251023401,1143,Yes,High School or below,Female,No,Single,82,\N,2,1,25,Technology Related Job,280,NE,388,77,No,No,0.12,1345,1345,0,2015,1 -71,117801,0.07,0.03,4251023401,1143,Yes,High School or below,Female,No,Single,82,\N,2,1,25,Technology Related Job,280,NE,388,77,No,No,0.12,5732,818,0,2015,2 -33,228702,0.05,0,4251028294,1144,Yes,High School or below,Male,Yes,Married,20,\N,3,7,44,Non-technology Related Job,453,NH,85,92,No,No,0.57,4229,528,0,2015,1 -33,228702,0.05,0,4251028294,1144,Yes,High School or below,Male,Yes,Married,20,\N,3,7,44,Non-technology Related Job,453,NH,85,92,No,No,0.57,1419,1419,0,2015,2 -49,226731,0.07,0.01,4251051307,1145,Yes,High School or below,Male,Yes,Single,28,\N,2,4,84,Technology Related Job,313,VA,88,202,No,Yes,0.78,2900,580,0,2015,1 -49,226731,0.07,0.01,4251051307,1145,Yes,High School or below,Male,Yes,Single,28,\N,2,4,84,Technology Related Job,313,VA,88,202,No,Yes,0.78,2061,687,0,2015,2 -49,226731,0.07,0.01,4251051307,1145,Yes,High School or below,Male,Yes,Single,28,\N,2,4,84,Technology Related Job,313,VA,88,202,No,Yes,0.78,40,40,0,2015,3 -12,87631,0.06,0.02,4251076779,1146,No,High School or below,Female,Yes,Single,86,\N,3,2,3,Non-technology Related Job,485,WA,285,217,No,No,0.24,4718,786,0,2015,1 -12,87631,0.06,0.02,4251076779,1146,No,High School or below,Female,Yes,Single,86,\N,3,2,3,Non-technology Related Job,485,WA,285,217,No,No,0.24,4171,834,0,2015,2 -28,85660,0,0.03,4251063064,1147,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,2,7,43,Technology Related Job,345,IN,288,77,No,No,0.45,3123,446,0,2015,1 -28,85660,0,0.03,4251063064,1147,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,2,7,43,Technology Related Job,345,IN,288,77,No,No,0.45,2318,579,0,2015,2 -58,196560,0.06,0,4251028554,1148,Yes,Bachelor or equivalent,Female,No,Married,31,\N,3,5,61,Non-technology Related Job,18,KS,485,92,No,No,0.91,4417,883,0,2015,1 -58,196560,0.06,0,4251028554,1148,Yes,Bachelor or equivalent,Female,No,Married,31,\N,3,5,61,Non-technology Related Job,18,KS,485,92,No,No,0.91,4324,617,0,2015,2 -74,194589,0,0.01,4251061026,1149,Yes,Bachelor or equivalent,Female,No,Married,38,\N,1,2,2,Technology Related Job,378,NC,489,202,No,No,0.12,2817,939,0,2015,1 -74,194589,0,0.01,4251061026,1149,Yes,Bachelor or equivalent,Female,No,Married,38,\N,1,2,2,Technology Related Job,378,NC,489,202,No,No,0.12,2390,796,0,2015,2 -36,55490,0.06,0.02,4251077727,1150,Yes,Master or equivalent,Male,Yes,Married,96,\N,3,0,20,Non-technology Related Job,50,OH,186,217,No,No,0.57,1666,416,0,2015,1 -36,55490,0.06,0.02,4251077727,1150,Yes,Master or equivalent,Male,Yes,Married,96,\N,3,0,20,Non-technology Related Job,50,OH,186,217,No,No,0.57,8969,815,0,2015,2 -36,55490,0.06,0.02,4251077727,1150,Yes,Master or equivalent,Male,Yes,Married,96,\N,3,0,20,Non-technology Related Job,50,OH,186,217,No,No,0.57,101,101,0,2015,3 -52,53519,0,0.03,4251012385,1151,Yes,High School or below,Female,Yes,Single,104,\N,1,5,61,Technology Related Job,410,AK,189,77,No,No,0.78,2556,852,0,2015,1 -52,53519,0,0.03,4251012385,1151,Yes,High School or below,Female,Yes,Single,104,\N,1,5,61,Technology Related Job,410,AK,189,77,No,No,0.78,2694,538,0,2015,2 -14,164419,0.06,0,4251027472,1152,Yes,High School or below,Female,Yes,Single,42,\N,2,3,79,Non-technology Related Job,83,AZ,386,92,No,No,0.24,2039,509,0,2015,1 -14,164419,0.06,0,4251027472,1152,Yes,High School or below,Female,Yes,Single,42,\N,2,3,79,Non-technology Related Job,83,AZ,386,92,No,No,0.24,4045,1011,0,2015,2 -30,162448,0,0.01,4251041000,1153,Yes,High School or below,Male,Yes,Married,49,\N,1,0,20,Technology Related Job,443,MD,389,202,No,No,0.45,2193,548,0,2015,1 -30,162448,0,0.01,4251041000,1153,Yes,High School or below,Male,Yes,Married,49,\N,1,0,20,Technology Related Job,443,MD,389,202,No,No,0.45,5728,636,0,2015,2 -30,162448,0,0.01,4251041000,1153,Yes,High School or below,Male,Yes,Married,49,\N,1,0,20,Technology Related Job,443,MD,389,202,No,No,0.45,1002,1002,0,2015,3 -61,23349,0.07,0.02,4251018384,1154,Yes,High School or below,Female,No,Single,107,\N,2,6,38,Non-technology Related Job,115,MI,86,217,No,No,0.91,3934,983,0,2015,1 -61,23349,0.07,0.02,4251018384,1154,Yes,High School or below,Female,No,Single,107,\N,2,6,38,Non-technology Related Job,115,MI,86,217,No,No,0.91,681,340,0,2015,2 -77,21377,0.01,0.03,4251064556,1155,Yes,High School or below,Female,Yes,Married,115,\N,1,3,79,Technology Related Job,476,RI,90,77,No,No,0.12,1245,622,0,2015,1 -77,21377,0.01,0.03,4251064556,1155,Yes,High School or below,Female,Yes,Married,115,\N,1,3,79,Technology Related Job,476,RI,90,77,No,No,0.12,1535,511,0,2015,2 -77,21377,0.01,0.03,4251064556,1155,Yes,High School or below,Female,Yes,Married,115,\N,1,3,79,Technology Related Job,476,RI,90,77,No,No,0.12,1335,1335,0,2015,3 -39,132278,0.07,0,4251011843,1156,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,2,1,97,Non-technology Related Job,148,SD,287,92,No,No,0.58,4643,580,0,2015,1 -39,132278,0.07,0,4251011843,1156,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,2,1,97,Non-technology Related Job,148,SD,287,92,No,No,0.58,1128,376,0,2015,2 -55,130307,0.01,0.01,4251084756,1157,Yes,Bachelor or equivalent,Female,No,Single,60,\N,0,6,38,Technology Related Job,8,DE,290,202,No,No,0.79,3159,451,1,2015,1 -55,130307,0.01,0.01,4251084756,1157,Yes,Bachelor or equivalent,Female,No,Single,60,\N,0,6,38,Technology Related Job,8,DE,290,202,No,No,0.79,3829,638,1,2015,2 -17,241207,0.07,0.02,4251022892,1158,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,2,4,56,Non-technology Related Job,180,FL,487,217,No,No,0.24,2846,948,0,2015,1 -17,241207,0.07,0.02,4251022892,1158,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,2,4,56,Non-technology Related Job,180,FL,487,217,No,No,0.24,6619,661,0,2015,2 -33,239236,0.01,0.03,4251048018,1159,Yes,PhD or equivalent,Male,Yes,Single,5,\N,0,2,97,Technology Related Job,41,MT,490,77,No,No,0.45,2324,581,0,2015,1 -33,239236,0.01,0.03,4251048018,1159,Yes,PhD or equivalent,Male,Yes,Single,5,\N,0,2,97,Technology Related Job,41,MT,490,77,No,No,0.45,1751,875,0,2015,2 -33,239236,0.01,0.03,4251048018,1159,Yes,PhD or equivalent,Male,Yes,Single,5,\N,0,2,97,Technology Related Job,41,MT,490,77,No,No,0.45,839,839,0,2015,3 -64,100137,0.07,0,4251033558,1160,Yes,High School or below,Female,Yes,Single,63,\N,1,7,15,Non-technology Related Job,213,NV,187,92,No,Yes,0.91,1859,929,0,2015,1 -64,100137,0.07,0,4251033558,1160,Yes,High School or below,Female,Yes,Single,63,\N,1,7,15,Non-technology Related Job,213,NV,187,92,No,Yes,0.91,4450,741,0,2015,2 -79,98166,0.01,0.01,4251035320,1161,Yes,High School or below,Female,Yes,Married,71,\N,0,5,55,Technology Related Job,73,VT,191,202,No,No,0.12,4182,836,0,2015,1 -79,98166,0.01,0.01,4251035320,1161,Yes,High School or below,Female,Yes,Married,71,\N,0,5,55,Technology Related Job,73,VT,191,202,No,No,0.12,4553,758,0,2015,2 -42,209066,0,0.02,4251063437,1162,Yes,High School or below,Male,No,Married,9,\N,1,2,74,Non-technology Related Job,246,WA,387,217,No,No,0.58,4795,959,0,2015,1 -42,209066,0,0.02,4251063437,1162,Yes,High School or below,Male,No,Married,9,\N,1,2,74,Non-technology Related Job,246,WA,387,217,No,No,0.58,5325,887,0,2015,2 -58,207095,0.02,0.03,4251009853,1163,Yes,High School or below,Female,No,Single,16,\N,0,0,14,Technology Related Job,106,IN,391,77,No,No,0.79,8307,755,0,2015,1 -58,207095,0.02,0.03,4251009853,1163,Yes,High School or below,Female,No,Single,16,\N,0,0,14,Technology Related Job,106,IN,391,77,No,No,0.79,2907,969,0,2015,2 -20,67995,0,0,4251085113,1164,Yes,High School or below,Male,Yes,Married,74,\N,1,5,33,Non-technology Related Job,278,IA,88,92,No,No,0.24,5311,1062,0,2015,1 -20,67995,0,0,4251085113,1164,Yes,High School or below,Male,Yes,Married,74,\N,1,5,33,Non-technology Related Job,278,IA,88,92,No,No,0.24,5800,828,0,2015,2 -20,67995,0,0,4251085113,1164,Yes,High School or below,Male,Yes,Married,74,\N,1,5,33,Non-technology Related Job,278,IA,88,92,No,No,0.24,306,306,0,2015,3 -36,66024,0.02,0.01,4251066192,1165,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,3,3,73,Technology Related Job,138,NY,91,202,No,No,0.45,4766,529,0,2015,1 -36,66024,0.02,0.01,4251066192,1165,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,3,3,73,Technology Related Job,138,NY,91,202,No,No,0.45,4516,645,0,2015,2 -36,66024,0.02,0.01,4251066192,1165,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,3,3,73,Technology Related Job,138,NY,91,202,No,No,0.45,245,245,0,2015,3 -66,176925,0,0.02,4251058868,1166,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,0,0,92,Non-technology Related Job,311,ND,288,217,No,No,0.91,8532,775,0,2015,1 -66,176925,0,0.02,4251058868,1166,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,0,0,92,Non-technology Related Job,311,ND,288,217,No,No,0.91,6406,915,0,2015,2 -14,174954,0.02,0.03,4251048044,1167,Yes,Master or equivalent,Female,Yes,Married,27,\N,3,6,32,Technology Related Job,171,AL,291,77,Yes,Yes,0.12,3411,487,0,2015,1 -14,174954,0.02,0.03,4251048044,1167,Yes,Master or equivalent,Female,Yes,Married,27,\N,3,6,32,Technology Related Job,171,AL,291,77,Yes,Yes,0.12,5262,526,0,2015,2 -14,174954,0.02,0.03,4251048044,1167,Yes,Master or equivalent,Female,Yes,Married,27,\N,3,6,32,Technology Related Job,171,AL,291,77,Yes,Yes,0.12,1134,1134,0,2015,3 -45,35854,0,0,4251045175,1168,Yes,PhD or equivalent,Male,No,Married,85,\N,0,3,51,Non-technology Related Job,343,AZ,488,92,No,No,0.58,6362,908,0,2015,1 -45,35854,0,0,4251045175,1168,Yes,PhD or equivalent,Male,No,Married,85,\N,0,3,51,Non-technology Related Job,343,AZ,488,92,No,No,0.58,1591,397,0,2015,2 -60,33883,0.02,0.01,4251052084,1169,Yes,High School or below,Female,Yes,Married,92,\N,3,1,91,Technology Related Job,203,MD,492,202,No,No,0.79,2841,947,0,2015,1 -60,33883,0.02,0.01,4251052084,1169,Yes,High School or below,Female,Yes,Married,92,\N,3,1,91,Technology Related Job,203,MD,492,202,No,No,0.79,2310,770,0,2015,2 -23,144783,0.01,0.02,4251009936,1170,Yes,High School or below,Male,Yes,Married,30,\N,0,7,10,Non-technology Related Job,376,MA,189,217,No,No,0.24,2124,1062,0,2015,1 -23,144783,0.01,0.02,4251009936,1170,Yes,High School or below,Male,Yes,Married,30,\N,0,7,10,Non-technology Related Job,376,MA,189,217,No,No,0.24,8316,1039,0,2015,2 -39,142812,0.03,0.03,4251038497,1171,Yes,High School or below,Male,Yes,Single,38,\N,2,4,50,Technology Related Job,236,PA,192,77,No,No,0.46,1319,439,0,2015,1 -39,142812,0.03,0.03,4251038497,1171,Yes,High School or below,Male,Yes,Single,38,\N,2,4,50,Technology Related Job,236,PA,192,77,No,No,0.46,3316,663,0,2015,2 -69,3713,0.01,0,4251083493,1172,Yes,High School or below,Female,Yes,Single,96,\N,0,2,69,Non-technology Related Job,408,SC,389,92,No,No,0.91,2583,861,0,2015,1 -69,3713,0.01,0,4251083493,1172,Yes,High School or below,Female,Yes,Single,96,\N,0,2,69,Non-technology Related Job,408,SC,389,92,No,No,0.91,1104,368,0,2015,2 -17,1742,0.03,0.01,4251099487,1173,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,2,7,9,Technology Related Job,269,CT,392,202,No,No,0.12,2056,685,0,2015,1 -17,1742,0.03,0.01,4251099487,1173,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,2,7,9,Technology Related Job,269,CT,392,202,No,No,0.12,5132,855,0,2015,2 -47,112642,0.01,0.02,4251042942,1174,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,3,5,28,Non-technology Related Job,441,FL,89,217,No,No,0.58,5387,769,1,2015,1 -47,112642,0.01,0.02,4251042942,1174,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,3,5,28,Non-technology Related Job,441,FL,89,217,No,No,0.58,1684,842,1,2015,2 -63,110671,0.03,0.03,4251064275,1175,Yes,Master or equivalent,Female,Yes,Married,48,\N,2,2,68,Technology Related Job,301,MT,93,77,No,No,0.79,5156,1031,0,2015,1 -63,110671,0.03,0.03,4251064275,1175,Yes,Master or equivalent,Female,Yes,Married,48,\N,2,2,68,Technology Related Job,301,MT,93,77,No,No,0.79,5960,851,0,2015,2 -26,221572,0.01,0,4251079291,1176,Yes,Master or equivalent,Male,No,Married,106,\N,3,0,86,Non-technology Related Job,474,NE,290,92,No,No,0.25,2248,749,1,2015,1 -26,221572,0.01,0,4251079291,1176,Yes,Master or equivalent,Male,No,Married,106,\N,3,0,86,Non-technology Related Job,474,NE,290,92,No,No,0.25,5736,637,1,2015,2 -41,219601,0.03,0.01,4251050083,1177,Yes,High School or below,Male,No,Single,114,\N,2,5,27,Technology Related Job,334,UT,293,202,No,No,0.46,193,96,0,2015,1 -41,219601,0.03,0.01,4251050083,1177,Yes,High School or below,Male,No,Single,114,\N,2,5,27,Technology Related Job,334,UT,293,202,No,No,0.46,7090,1181,0,2015,2 -72,80501,0.02,0.02,4251062248,1178,Yes,High School or below,Female,Yes,Single,52,\N,3,3,45,Non-technology Related Job,6,VA,490,217,No,No,0.91,6751,675,0,2015,1 -72,80501,0.02,0.02,4251062248,1178,Yes,High School or below,Female,Yes,Single,52,\N,3,3,45,Non-technology Related Job,6,VA,490,217,No,No,0.91,2354,784,0,2015,2 -20,78530,0.04,0.03,4251077623,1179,Yes,High School or below,Female,Yes,Single,59,\N,1,0,86,Non-technology Related Job,366,IL,493,77,No,No,0.12,2453,613,0,2015,1 -20,78530,0.04,0.03,4251077623,1179,Yes,High School or below,Female,Yes,Single,59,\N,1,0,86,Non-technology Related Job,366,IL,493,77,No,No,0.12,4286,857,0,2015,2 -50,189430,0.02,0,4251083498,1180,Yes,High School or below,Male,Yes,Single,117,\N,3,6,4,Non-technology Related Job,39,IA,190,91,No,No,0.58,2388,597,0,2015,1 -50,189430,0.02,0,4251083498,1180,Yes,High School or below,Male,Yes,Single,117,\N,3,6,4,Non-technology Related Job,39,IA,190,91,No,No,0.58,2881,576,0,2015,2 -50,189430,0.02,0,4251083498,1180,Yes,High School or below,Male,Yes,Single,117,\N,3,6,4,Non-technology Related Job,39,IA,190,91,No,No,0.58,178,178,0,2015,3 -66,187459,0.04,0.01,4251015468,1181,Yes,Bachelor or equivalent,Female,Yes,Married,5,\N,1,3,45,Non-technology Related Job,399,NY,194,201,No,No,0.79,2291,763,0,2015,1 -66,187459,0.04,0.01,4251015468,1181,Yes,Bachelor or equivalent,Female,Yes,Married,5,\N,1,3,45,Non-technology Related Job,399,NY,194,201,No,No,0.79,4559,759,0,2015,2 -28,48360,0.02,0.02,4251031159,1182,Yes,Bachelor or equivalent,Male,No,Married,62,\N,2,1,63,Non-technology Related Job,71,NC,391,216,No,Yes,0.25,2835,472,1,2015,1 -28,48360,0.02,0.02,4251031159,1182,Yes,Bachelor or equivalent,Male,No,Married,62,\N,2,1,63,Non-technology Related Job,71,NC,391,216,No,Yes,0.25,6895,689,1,2015,2 -28,48360,0.02,0.02,4251031159,1182,Yes,Bachelor or equivalent,Male,No,Married,62,\N,2,1,63,Non-technology Related Job,71,NC,391,216,No,Yes,0.25,1293,1293,1,2015,3 -44,46389,0.04,0.03,4251008223,1183,Yes,Master or equivalent,Male,Yes,Single,70,\N,1,6,4,Non-technology Related Job,431,WY,394,76,No,No,0.46,2679,893,0,2015,1 -44,46389,0.04,0.03,4251008223,1183,Yes,Master or equivalent,Male,Yes,Single,70,\N,1,6,4,Non-technology Related Job,431,WY,394,76,No,No,0.46,3555,711,0,2015,2 -75,157289,0.02,0,4251048069,1184,Yes,Master or equivalent,Female,Yes,Single,8,\N,2,4,22,Non-technology Related Job,104,AK,91,91,No,No,0.91,2397,599,0,2015,1 -75,157289,0.02,0,4251048069,1184,Yes,Master or equivalent,Female,Yes,Single,8,\N,2,4,22,Non-technology Related Job,104,AK,91,91,No,No,0.91,1254,418,0,2015,2 -75,157289,0.02,0,4251048069,1184,Yes,Master or equivalent,Female,Yes,Single,8,\N,2,4,22,Non-technology Related Job,104,AK,91,91,No,No,0.91,225,225,0,2015,3 -23,155318,0.04,0.01,4251044429,1185,Yes,High School or below,Male,Yes,Single,15,\N,0,1,63,Non-technology Related Job,464,ME,94,201,No,No,0.13,3439,687,1,2015,1 -23,155318,0.04,0.01,4251044429,1185,Yes,High School or below,Male,Yes,Single,15,\N,0,1,63,Non-technology Related Job,464,ME,94,201,No,No,0.13,2972,594,1,2015,2 -23,155318,0.04,0.01,4251044429,1185,Yes,High School or below,Male,Yes,Single,15,\N,0,1,63,Non-technology Related Job,464,ME,94,201,No,No,0.13,1200,1200,1,2015,3 -53,16218,0.03,0.02,4251041062,1186,Yes,High School or below,Female,Yes,Single,73,\N,2,7,81,Non-technology Related Job,136,MA,291,216,No,No,0.58,745,248,0,2015,1 -53,16218,0.03,0.02,4251041062,1186,Yes,High School or below,Female,Yes,Single,73,\N,2,7,81,Non-technology Related Job,136,MA,291,216,No,No,0.58,3524,881,0,2015,2 -69,14247,0.05,0.03,4251060716,1187,Yes,High School or below,Female,Yes,Married,81,\N,0,5,22,Non-technology Related Job,496,PA,295,76,No,No,0.79,2673,445,0,2015,1 -69,14247,0.05,0.03,4251060716,1187,Yes,High School or below,Female,Yes,Married,81,\N,0,5,22,Non-technology Related Job,496,PA,295,76,No,No,0.79,1717,572,0,2015,2 -31,125148,0.03,0,4251071845,1188,Yes,High School or below,Male,Yes,Married,19,\N,1,2,40,Non-technology Related Job,169,RI,491,91,No,No,0.25,3808,634,0,2015,1 -31,125148,0.03,0,4251071845,1188,Yes,High School or below,Male,Yes,Married,19,\N,1,2,40,Non-technology Related Job,169,RI,491,91,No,No,0.25,1490,496,0,2015,2 -47,123177,0.05,0.01,4251010785,1189,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,0,0,80,Non-technology Related Job,29,CO,495,201,Yes,Yes,0.46,3553,592,0,2015,1 -47,123177,0.05,0.01,4251010785,1189,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,0,0,80,Non-technology Related Job,29,CO,495,201,Yes,Yes,0.46,4928,704,0,2015,2 -77,234077,0.03,0.02,4251070923,1190,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,1,5,99,Non-technology Related Job,201,DE,192,216,No,No,0.92,3697,462,0,2015,1 -77,234077,0.03,0.02,4251070923,1190,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,1,5,99,Non-technology Related Job,201,DE,192,216,No,No,0.92,4084,1021,0,2015,2 -25,232106,0.05,0.03,4251092493,1191,Yes,Bachelor or equivalent,Male,No,Single,91,\N,0,3,39,Non-technology Related Job,62,MO,195,76,No,No,0.13,1484,371,0,2015,1 -25,232106,0.05,0.03,4251092493,1191,Yes,Bachelor or equivalent,Male,No,Single,91,\N,0,3,39,Non-technology Related Job,62,MO,195,76,No,No,0.13,1494,498,0,2015,2 -56,93007,0.03,0.03,4251048012,1192,No,Master or equivalent,Female,Yes,Single,29,\N,1,0,58,Non-technology Related Job,234,NE,392,91,No,No,0.58,2739,913,0,2015,1 -56,93007,0.03,0.03,4251048012,1192,No,Master or equivalent,Female,Yes,Single,29,\N,1,0,58,Non-technology Related Job,234,NE,392,91,No,No,0.58,3788,947,0,2015,2 -72,91035,0.05,0.01,4251027311,1193,Yes,PhD or equivalent,Female,Yes,Married,37,\N,3,6,98,Non-technology Related Job,94,UT,395,201,No,No,0.79,3075,768,0,2015,1 -72,91035,0.05,0.01,4251027311,1193,Yes,PhD or equivalent,Female,Yes,Married,37,\N,3,6,98,Non-technology Related Job,94,UT,395,201,No,No,0.79,1877,469,0,2015,2 -34,201936,0.04,0.01,4251087944,1194,Yes,High School or below,Male,Yes,Married,95,\N,1,3,17,Non-technology Related Job,267,VA,92,216,No,No,0.25,6468,924,0,2015,1 -34,201936,0.04,0.01,4251087944,1194,Yes,High School or below,Male,Yes,Married,95,\N,1,3,17,Non-technology Related Job,267,VA,92,216,No,No,0.25,6330,904,0,2015,2 -50,199965,0.06,0.03,4251024256,1195,Yes,High School or below,Male,Yes,Married,102,\N,3,1,57,Non-technology Related Job,127,ID,96,76,No,No,0.46,8880,986,0,2015,1 -50,199965,0.06,0.03,4251024256,1195,Yes,High School or below,Male,Yes,Married,102,\N,3,1,57,Non-technology Related Job,127,ID,96,76,No,No,0.46,4923,703,0,2015,2 -12,60865,0.04,0.03,4251013326,1196,Yes,High School or below,Female,No,Married,40,\N,0,6,76,Non-technology Related Job,299,IN,293,91,No,No,0.92,3815,953,0,2015,1 -12,60865,0.04,0.03,4251013326,1196,Yes,High School or below,Female,No,Married,40,\N,0,6,76,Non-technology Related Job,299,IN,293,91,No,No,0.92,5562,695,0,2015,2 -28,58894,0.06,0.01,4251052472,1197,Yes,High School or below,Male,Yes,Single,48,\N,3,4,16,Non-technology Related Job,159,NM,296,201,No,No,0.13,3443,491,0,2015,2 -59,169795,0.04,0.01,4251080097,1198,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,0,2,35,Non-technology Related Job,332,NC,493,216,No,No,0.58,5634,704,1,2015,1 -59,169795,0.04,0.01,4251080097,1198,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,0,2,35,Non-technology Related Job,332,NC,493,216,No,No,0.58,2746,915,1,2015,2 -74,167824,0.06,0.03,4251066758,1199,Yes,Bachelor or equivalent,Female,Yes,Married,113,\N,3,7,75,Non-technology Related Job,192,WY,496,76,No,No,0.79,2608,869,1,2015,1 -74,167824,0.06,0.03,4251066758,1199,Yes,Bachelor or equivalent,Female,Yes,Married,113,\N,3,7,75,Non-technology Related Job,192,WY,496,76,No,No,0.79,3671,734,1,2015,2 -37,28724,0.04,0.03,4251090166,1200,Yes,Bachelor or equivalent,Male,Yes,Single,51,\N,0,5,94,Non-technology Related Job,364,AK,193,91,No,No,0.25,6708,958,0,2015,1 -37,28724,0.04,0.03,4251090166,1200,Yes,Bachelor or equivalent,Male,Yes,Single,51,\N,0,5,94,Non-technology Related Job,364,AK,193,91,No,No,0.25,3346,557,0,2015,2 -53,26753,0.06,0.01,4251034716,1201,Yes,Master or equivalent,Male,Yes,Married,58,\N,2,2,34,Non-technology Related Job,224,LA,197,201,No,No,0.46,5262,584,0,2015,1 -53,26753,0.06,0.01,4251034716,1201,Yes,Master or equivalent,Male,Yes,Married,58,\N,2,2,34,Non-technology Related Job,224,LA,197,201,No,No,0.46,4307,717,0,2015,2 -53,26753,0.06,0.01,4251034716,1201,Yes,Master or equivalent,Male,Yes,Married,58,\N,2,2,34,Non-technology Related Job,224,LA,197,201,No,No,0.46,727,727,0,2015,3 -15,137653,0.05,0.01,4251070780,1202,Yes,High School or below,Female,Yes,Married,116,\N,0,0,53,Others,397,MD,394,216,No,No,0.92,1054,1054,0,2015,1 -15,137653,0.05,0.01,4251070780,1202,Yes,High School or below,Female,Yes,Married,116,\N,0,0,53,Others,397,MD,394,216,No,No,0.92,3086,617,0,2015,2 -15,137653,0.05,0.01,4251070780,1202,Yes,High School or below,Female,Yes,Married,116,\N,0,0,53,Others,397,MD,394,216,No,No,0.92,420,210,0,2015,3 -31,135682,0.07,0.03,4251038435,1203,Yes,High School or below,Male,Yes,Single,4,\N,2,5,93,Non-technology Related Job,257,OR,397,76,No,No,0.13,4208,701,0,2015,1 -31,135682,0.07,0.03,4251038435,1203,Yes,High School or below,Male,Yes,Single,4,\N,2,5,93,Non-technology Related Job,257,OR,397,76,No,No,0.13,6637,948,0,2015,2 -61,246583,0.05,0.03,4251056048,1204,Yes,High School or below,Female,Yes,Single,62,\N,3,3,11,Others,429,RI,94,91,No,Yes,0.59,2074,691,0,2015,1 -61,246583,0.05,0.03,4251056048,1204,Yes,High School or below,Female,Yes,Single,62,\N,3,3,11,Others,429,RI,94,91,No,Yes,0.59,2082,1041,0,2015,2 -61,246583,0.05,0.03,4251056048,1204,Yes,High School or below,Female,Yes,Single,62,\N,3,3,11,Others,429,RI,94,91,No,Yes,0.59,890,445,0,2015,3 -77,244612,0.07,0.01,4251071364,1205,Yes,High School or below,Female,No,Single,69,\N,2,0,52,Non-technology Related Job,289,CO,97,201,No,No,0.8,3145,786,0,2015,1 -77,244612,0.07,0.01,4251071364,1205,Yes,High School or below,Female,No,Single,69,\N,2,0,52,Non-technology Related Job,289,CO,97,201,No,No,0.8,2331,582,0,2015,2 -77,244612,0.07,0.01,4251071364,1205,Yes,High School or below,Female,No,Single,69,\N,2,0,52,Non-technology Related Job,289,CO,97,201,No,No,0.8,912,912,0,2015,3 -40,105512,0.05,0.01,4251067066,1206,Yes,High School or below,Male,Yes,Single,7,\N,3,6,70,Others,462,DE,294,216,Yes,No,0.25,2704,540,0,2015,1 -40,105512,0.05,0.01,4251067066,1206,Yes,High School or below,Male,Yes,Single,7,\N,3,6,70,Others,462,DE,294,216,Yes,No,0.25,4315,616,0,2015,2 -55,103541,0.07,0.03,4251015486,1207,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,1,3,11,Non-technology Related Job,322,MS,298,76,No,No,0.46,4733,676,0,2015,1 -55,103541,0.07,0.03,4251015486,1207,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,1,3,11,Non-technology Related Job,322,MS,298,76,No,No,0.46,2312,1156,0,2015,2 -18,214441,0.05,0.03,4251078917,1208,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,3,1,29,Others,494,MT,495,91,No,No,0.92,2542,635,0,2015,1 -18,214441,0.05,0.03,4251078917,1208,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,3,1,29,Others,494,MT,495,91,No,No,0.92,4249,472,0,2015,2 -34,212470,0.07,0.01,4251025088,1209,Yes,Master or equivalent,Male,Yes,Single,80,\N,1,6,70,Non-technology Related Job,355,TX,498,201,No,No,0.13,2879,479,1,2015,1 -34,212470,0.07,0.01,4251025088,1209,Yes,Master or equivalent,Male,Yes,Single,80,\N,1,6,70,Non-technology Related Job,355,TX,498,201,No,No,0.13,5094,727,1,2015,2 -64,73371,0.06,0.01,4251099998,1210,Yes,PhD or equivalent,Female,No,Married,18,\N,2,4,88,Others,27,VT,195,216,No,No,0.59,4476,746,0,2015,1 -64,73371,0.06,0.01,4251099998,1210,Yes,PhD or equivalent,Female,No,Married,18,\N,2,4,88,Others,27,VT,195,216,No,No,0.59,3239,809,0,2015,2 -12,71400,0,0.03,4251087121,1211,Yes,High School or below,Female,No,Single,25,\N,1,1,29,Non-technology Related Job,387,ID,198,76,No,Yes,0.8,7930,881,0,2015,1 -12,71400,0,0.03,4251087121,1211,Yes,High School or below,Female,No,Single,25,\N,1,1,29,Non-technology Related Job,387,ID,198,76,No,Yes,0.8,2696,898,0,2015,2 -42,182300,0.06,0.03,4251096500,1212,Yes,High School or below,Male,Yes,Single,83,\N,2,7,47,Others,60,IN,395,91,No,No,0.25,8097,809,0,2015,1 -42,182300,0.06,0.03,4251096500,1212,Yes,High School or below,Male,Yes,Single,83,\N,2,7,47,Others,60,IN,395,91,No,No,0.25,3988,997,0,2015,2 -58,180329,0,0.01,4251042580,1213,Yes,High School or below,Female,Yes,Married,91,\N,1,4,88,Non-technology Related Job,420,NJ,398,201,No,No,0.46,3676,735,0,2015,1 -58,180329,0,0.01,4251042580,1213,Yes,High School or below,Female,Yes,Married,91,\N,1,4,88,Non-technology Related Job,420,NJ,398,201,No,No,0.46,2669,889,0,2015,2 -21,41230,0.06,0.01,4251082461,1214,Yes,High School or below,Female,Yes,Married,29,\N,2,2,6,Others,92,NY,95,216,No,No,0.92,4062,1015,0,2015,1 -21,41230,0.06,0.01,4251082461,1214,Yes,High School or below,Female,Yes,Married,29,\N,2,2,6,Others,92,NY,95,216,No,No,0.92,7226,802,0,2015,2 -21,41230,0.06,0.01,4251082461,1214,Yes,High School or below,Female,Yes,Married,29,\N,2,2,6,Others,92,NY,95,216,No,No,0.92,371,371,0,2015,3 -37,39259,0,0.03,4251055948,1215,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,0,0,47,Non-technology Related Job,452,WI,99,76,No,No,0.13,7481,680,0,2015,1 -37,39259,0,0.03,4251055948,1215,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,0,0,47,Non-technology Related Job,452,WI,99,76,No,No,0.13,2049,409,0,2015,2 -67,150159,0.06,0.03,4251008263,1216,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,2,5,65,Others,125,AL,296,91,No,No,0.59,5081,846,0,2015,1 -67,150159,0.06,0.03,4251008263,1216,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,2,5,65,Others,125,AL,296,91,No,No,0.59,2622,874,0,2015,2 -15,148188,0.01,0.01,4251061051,1217,Yes,Master or equivalent,Female,Yes,Single,102,\N,0,3,6,Non-technology Related Job,485,LA,299,201,No,No,0.8,2512,628,0,2015,1 -15,148188,0.01,0.01,4251061051,1217,Yes,Master or equivalent,Female,Yes,Single,102,\N,0,3,6,Non-technology Related Job,485,LA,299,201,No,No,0.8,1131,565,0,2015,2 -15,148188,0.01,0.01,4251061051,1217,Yes,Master or equivalent,Female,Yes,Single,102,\N,0,3,6,Non-technology Related Job,485,LA,299,201,No,No,0.8,405,405,0,2015,3 -45,9088,0.07,0.01,4251054312,1218,Yes,Master or equivalent,Male,Yes,Single,39,\N,1,0,24,Others,157,MD,496,216,No,No,0.25,1028,342,0,2015,1 -45,9088,0.07,0.01,4251054312,1218,Yes,Master or equivalent,Male,Yes,Single,39,\N,1,0,24,Others,157,MD,496,216,No,No,0.25,2548,637,0,2015,2 -61,7117,0.01,0.03,4251012275,1219,Yes,High School or below,Female,No,Married,47,\N,0,6,64,Non-technology Related Job,17,OK,499,76,No,No,0.47,5350,535,0,2015,1 -61,7117,0.01,0.03,4251012275,1219,Yes,High School or below,Female,No,Married,47,\N,0,6,64,Non-technology Related Job,17,OK,499,76,No,No,0.47,9618,801,0,2015,2 -23,118018,0.07,0.03,4251073222,1220,Yes,High School or below,Male,Yes,Single,105,\N,1,3,83,Others,190,PA,196,91,No,No,0.92,4859,607,0,2015,1 -23,118018,0.07,0.03,4251073222,1220,Yes,High School or below,Male,Yes,Single,105,\N,1,3,83,Others,190,PA,196,91,No,No,0.92,5387,769,0,2015,2 -23,118018,0.07,0.03,4251073222,1220,Yes,High School or below,Male,Yes,Single,105,\N,1,3,83,Others,190,PA,196,91,No,No,0.92,523,523,0,2015,3 -39,116047,0.01,0.01,4251037107,1221,Yes,High School or below,Male,Yes,Married,112,\N,0,1,23,Non-technology Related Job,50,CA,200,201,No,No,0.13,3207,801,0,2015,1 -39,116047,0.01,0.01,4251037107,1221,Yes,High School or below,Male,Yes,Married,112,\N,0,1,23,Non-technology Related Job,50,CA,200,201,No,No,0.13,3994,570,0,2015,2 -39,116047,0.01,0.01,4251037107,1221,Yes,High School or below,Male,Yes,Married,112,\N,0,1,23,Non-technology Related Job,50,CA,200,201,No,No,0.13,1217,1217,0,2015,3 -70,226947,0.07,0.01,4251023299,1222,Yes,High School or below,Female,Yes,Married,50,\N,1,6,42,Others,222,CT,397,216,No,No,0.59,2798,932,0,2015,1 -70,226947,0.07,0.01,4251023299,1222,Yes,High School or below,Female,Yes,Married,50,\N,1,6,42,Others,222,CT,397,216,No,No,0.59,3959,989,0,2015,2 -18,224976,0.01,0.03,4251051876,1223,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,3,4,82,Non-technology Related Job,82,MS,400,76,No,No,0.8,2979,744,0,2015,1 -18,224976,0.01,0.03,4251051876,1223,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,3,4,82,Non-technology Related Job,82,MS,400,76,No,No,0.8,1634,817,0,2015,2 -48,85876,0.07,0.03,4251055776,1224,Yes,Bachelor or equivalent,Male,No,Single,116,\N,1,1,1,Others,255,MT,97,91,No,No,0.26,669,334,0,2015,1 -48,85876,0.07,0.03,4251055776,1224,Yes,Bachelor or equivalent,Male,No,Single,116,\N,1,1,1,Others,255,MT,97,91,No,No,0.26,1823,607,0,2015,2 -64,83905,0.02,0.01,4251028211,1225,Yes,Bachelor or equivalent,Female,No,Single,3,\N,3,7,41,Non-technology Related Job,115,TX,100,201,No,No,0.47,3139,784,0,2015,1 -64,83905,0.02,0.01,4251028211,1225,Yes,Bachelor or equivalent,Female,No,Single,3,\N,3,7,41,Non-technology Related Job,115,TX,100,201,No,No,0.47,7463,932,0,2015,2 -26,194806,0,0.01,4251073840,1226,Yes,Master or equivalent,Male,Yes,Single,61,\N,0,5,60,Others,287,UT,297,216,No,Yes,0.92,6055,672,0,2015,1 -26,194806,0,0.01,4251073840,1226,Yes,Master or equivalent,Male,Yes,Single,61,\N,0,5,60,Others,287,UT,297,216,No,Yes,0.92,3857,642,0,2015,2 -42,192835,0.02,0.03,4251086537,1227,Yes,High School or below,Male,Yes,Married,68,\N,3,2,0,Non-technology Related Job,148,HI,301,76,No,No,0.13,1172,1172,0,2015,1 -42,192835,0.02,0.03,4251086537,1227,Yes,High School or below,Male,Yes,Married,68,\N,3,2,0,Non-technology Related Job,148,HI,301,76,No,No,0.13,4045,809,0,2015,2 -73,53735,0,0.03,4251073944,1228,Yes,High School or below,Female,Yes,Married,6,\N,0,0,19,Others,320,IL,498,91,No,No,0.59,2021,1010,0,2015,1 -73,53735,0,0.03,4251073944,1228,Yes,High School or below,Female,Yes,Married,6,\N,0,0,19,Others,320,IL,498,91,No,No,0.59,785,785,0,2015,2 -20,51764,0.02,0.01,4251017080,1229,Yes,High School or below,Female,Yes,Single,14,\N,2,5,59,Non-technology Related Job,180,NJ,1,201,No,No,0.8,1611,537,0,2015,1 -20,51764,0.02,0.01,4251017080,1229,Yes,High School or below,Female,Yes,Single,14,\N,2,5,59,Non-technology Related Job,180,NJ,1,201,No,No,0.8,3555,888,0,2015,2 -51,162664,0,0.01,4251063463,1230,Yes,High School or below,Male,No,Married,72,\N,0,3,78,Others,353,NY,198,216,No,No,0.26,4453,1113,0,2015,1 -51,162664,0,0.01,4251063463,1230,Yes,High School or below,Male,No,Married,72,\N,0,3,78,Others,353,NY,198,216,No,No,0.26,3926,560,0,2015,2 -67,160693,0.02,0.03,4251072300,1231,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,2,0,18,Non-technology Related Job,213,WI,201,76,Yes,No,0.47,2113,1056,0,2015,1 -67,160693,0.02,0.03,4251072300,1231,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,2,0,18,Non-technology Related Job,213,WI,201,76,Yes,No,0.47,2054,684,0,2015,2 -29,21594,0.01,0.03,4251012535,1232,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,3,6,37,Others,385,WY,398,91,No,No,0.92,5974,995,0,2015,1 -29,21594,0.01,0.03,4251012535,1232,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,3,6,37,Others,385,WY,398,91,No,No,0.92,4712,942,0,2015,2 -45,19623,0.03,0.01,4251010564,1233,Yes,Bachelor or equivalent,Male,No,Married,25,\N,2,3,77,Non-technology Related Job,245,KY,402,201,No,Yes,0.14,3558,508,0,2015,1 -45,19623,0.03,0.01,4251010564,1233,Yes,Bachelor or equivalent,Male,No,Married,25,\N,2,3,77,Non-technology Related Job,245,KY,402,201,No,Yes,0.14,1682,336,0,2015,2 -75,130523,0.01,0.01,4251045717,1234,Yes,Bachelor or equivalent,Female,Yes,Married,83,\N,3,1,95,Others,418,ME,98,216,No,No,0.59,9283,1160,0,2015,1 -75,130523,0.01,0.01,4251045717,1234,Yes,Bachelor or equivalent,Female,Yes,Married,83,\N,3,1,95,Others,418,ME,98,216,No,No,0.59,4824,689,0,2015,2 -23,128552,0.03,0.03,4251035735,1235,Yes,PhD or equivalent,Female,Yes,Married,90,\N,2,6,36,Non-technology Related Job,278,OK,102,76,No,No,0.8,2663,443,0,2015,1 -23,128552,0.03,0.03,4251035735,1235,Yes,PhD or equivalent,Female,Yes,Married,90,\N,2,6,36,Non-technology Related Job,278,OK,102,76,No,No,0.8,3519,586,0,2015,2 -54,239453,0.01,0.03,4251033819,1236,Yes,High School or below,Male,Yes,Married,28,\N,3,4,54,Others,450,PA,299,91,No,No,0.26,6822,852,0,2015,1 -54,239453,0.01,0.03,4251033819,1236,Yes,High School or below,Male,Yes,Married,28,\N,3,4,54,Others,450,PA,299,91,No,No,0.26,2826,942,0,2015,2 -54,239453,0.01,0.03,4251033819,1236,Yes,High School or below,Male,Yes,Married,28,\N,3,4,54,Others,450,PA,299,91,No,No,0.26,385,385,0,2015,3 -69,237482,0.03,0.01,4251024807,1237,Yes,High School or below,Female,Yes,Single,35,\N,1,1,95,Non-technology Related Job,310,CA,302,201,No,No,0.47,2665,533,0,2015,1 -69,237482,0.03,0.01,4251024807,1237,Yes,High School or below,Female,Yes,Single,35,\N,1,1,95,Non-technology Related Job,310,CA,302,201,No,No,0.47,3225,645,0,2015,2 -69,237482,0.03,0.01,4251024807,1237,Yes,High School or below,Female,Yes,Single,35,\N,1,1,95,Non-technology Related Job,310,CA,302,201,No,No,0.47,817,817,0,2015,3 -32,98382,0.01,0.01,4251028560,1238,No,High School or below,Male,No,Single,93,\N,3,7,13,Others,483,CO,499,216,No,No,0.93,2303,767,1,2015,1 -32,98382,0.01,0.01,4251028560,1238,No,High School or below,Male,No,Single,93,\N,3,7,13,Others,483,CO,499,216,No,No,0.93,5142,642,1,2015,2 -48,96411,0.03,0.03,4251051005,1239,Yes,High School or below,Male,No,Married,101,\N,1,4,54,Non-technology Related Job,343,MN,2,76,No,No,0.14,3673,918,0,2015,1 -48,96411,0.03,0.03,4251051005,1239,Yes,High School or below,Male,No,Married,101,\N,1,4,54,Non-technology Related Job,343,MN,2,76,No,No,0.14,2404,601,0,2015,2 -78,207311,0.02,0.03,4251060322,1240,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,2,72,Others,15,MO,199,91,No,No,0.59,3539,589,0,2015,1 -78,207311,0.02,0.03,4251060322,1240,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,2,72,Others,15,MO,199,91,No,No,0.59,2848,712,0,2015,2 -78,207311,0.02,0.03,4251060322,1240,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,2,72,Others,15,MO,199,91,No,No,0.59,619,619,0,2015,3 -26,205340,0.04,0.01,4251026515,1241,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,1,7,13,Non-technology Related Job,375,TN,203,201,No,No,0.8,5086,726,0,2015,1 -26,205340,0.04,0.01,4251026515,1241,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,1,7,13,Non-technology Related Job,375,TN,203,201,No,No,0.8,5117,852,0,2015,2 -56,66241,0.02,0.01,4251099831,1242,Yes,Bachelor or equivalent,Male,Yes,Married,104,\N,2,5,31,Others,48,UT,400,216,No,No,0.26,3373,562,0,2015,1 -56,66241,0.02,0.01,4251099831,1242,Yes,Bachelor or equivalent,Male,Yes,Married,104,\N,2,5,31,Others,48,UT,400,216,No,No,0.26,5834,1166,0,2015,2 -72,64270,0.04,0.03,4251061798,1243,Yes,Master or equivalent,Female,Yes,Single,112,\N,1,3,72,Non-technology Related Job,408,HI,403,76,No,No,0.47,2252,750,0,2015,1 -72,64270,0.04,0.03,4251061798,1243,Yes,Master or equivalent,Female,Yes,Single,112,\N,1,3,72,Non-technology Related Job,408,HI,403,76,No,No,0.47,3589,717,0,2015,2 -35,175170,0.02,0.03,4251019688,1244,Yes,PhD or equivalent,Male,No,Single,49,\N,2,0,90,Others,80,ID,100,91,No,No,0.93,4615,923,0,2015,1 -35,175170,0.02,0.03,4251019688,1244,Yes,PhD or equivalent,Male,No,Single,49,\N,2,0,90,Others,80,ID,100,91,No,No,0.93,2860,572,0,2015,2 -51,173199,0.04,0.01,4251031152,1245,Yes,High School or below,Male,Yes,Single,57,\N,0,6,31,Non-technology Related Job,441,NH,103,201,No,No,0.14,1952,488,0,2015,1 -51,173199,0.04,0.01,4251031152,1245,Yes,High School or below,Male,Yes,Single,57,\N,0,6,31,Non-technology Related Job,441,NH,103,201,No,No,0.14,5197,1039,0,2015,2 -13,34099,0.02,0.01,4251068452,1246,Yes,High School or below,Female,Yes,Single,115,\N,1,3,49,Others,113,NM,300,216,No,No,0.59,3439,1146,0,2015,1 -13,34099,0.02,0.01,4251068452,1246,Yes,High School or below,Female,Yes,Single,115,\N,1,3,49,Others,113,NM,300,216,No,No,0.59,6982,698,0,2015,2 -13,34099,0.02,0.01,4251068452,1246,Yes,High School or below,Female,Yes,Single,115,\N,1,3,49,Others,113,NM,300,216,No,No,0.59,1350,1350,0,2015,3 -29,32128,0.04,0.03,4251062691,1247,Yes,High School or below,Male,Yes,Married,2,\N,0,1,89,Non-technology Related Job,473,WV,304,76,No,No,0.8,4126,687,0,2015,1 -29,32128,0.04,0.03,4251062691,1247,Yes,High School or below,Male,Yes,Married,2,\N,0,1,89,Non-technology Related Job,473,WV,304,76,No,No,0.8,2676,535,0,2015,2 -59,143029,0.03,0.03,4251088191,1248,Yes,High School or below,Female,Yes,Married,60,\N,1,6,8,Others,146,WY,1,91,No,Yes,0.26,1664,554,0,2015,1 -59,143029,0.03,0.03,4251088191,1248,Yes,High School or below,Female,Yes,Married,60,\N,1,6,8,Others,146,WY,1,91,No,Yes,0.26,1814,907,0,2015,2 -75,141058,0.05,0.01,4251036804,1249,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,0,4,48,Non-technology Related Job,6,KY,4,201,No,No,0.47,1500,500,0,2015,1 -75,141058,0.05,0.01,4251036804,1249,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,0,4,48,Non-technology Related Job,6,KY,4,201,No,No,0.47,1765,882,0,2015,2 -37,1958,0.03,0.01,4251050188,1250,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,1,1,67,Others,178,LA,201,216,No,No,0.93,4290,715,0,2015,1 -37,1958,0.03,0.01,4251050188,1250,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,1,1,67,Others,178,LA,201,216,No,No,0.93,3524,704,0,2015,2 -53,249987,0.05,0.03,4251071290,1251,Yes,Master or equivalent,Male,Yes,Single,13,\N,3,7,7,Non-technology Related Job,38,OH,204,76,No,No,0.14,5476,912,0,2015,1 -53,249987,0.05,0.03,4251071290,1251,Yes,Master or equivalent,Male,Yes,Single,13,\N,3,7,7,Non-technology Related Job,38,OH,204,76,No,No,0.14,2944,736,0,2015,2 -16,110888,0.03,0.03,4251012547,1252,Yes,Master or equivalent,Female,No,Single,71,\N,1,4,26,Others,211,OR,401,91,No,No,0.6,1075,268,1,2015,1 -16,110888,0.03,0.03,4251012547,1252,Yes,Master or equivalent,Female,No,Single,71,\N,1,4,26,Others,211,OR,401,91,No,No,0.6,3379,844,1,2015,2 -32,108917,0.05,0.01,4251061731,1253,Yes,High School or below,Male,No,Married,78,\N,3,2,66,Non-technology Related Job,71,AR,405,201,Yes,No,0.81,6648,738,0,2015,1 -32,108917,0.05,0.01,4251061731,1253,Yes,High School or below,Male,No,Married,78,\N,3,2,66,Non-technology Related Job,71,AR,405,201,Yes,No,0.81,6084,869,0,2015,2 -62,219817,0.03,0.01,4251066926,1254,Yes,High School or below,Female,Yes,Married,16,\N,0,0,85,Others,243,CO,102,216,No,No,0.26,2022,674,1,2015,1 -62,219817,0.03,0.01,4251066926,1254,Yes,High School or below,Female,Yes,Married,16,\N,0,0,85,Others,243,CO,102,216,No,No,0.26,5600,933,1,2015,2 -78,217846,0.05,0.03,4251069654,1255,Yes,High School or below,Female,Yes,Single,24,\N,3,5,25,Non-technology Related Job,103,MN,105,76,No,Yes,0.47,4500,1125,0,2015,1 -78,217846,0.05,0.03,4251069654,1255,Yes,High School or below,Female,Yes,Single,24,\N,3,5,25,Non-technology Related Job,103,MN,105,76,No,Yes,0.47,6496,649,0,2015,2 -40,78746,0.04,0.03,4251034465,1256,Yes,High School or below,Male,Yes,Married,82,\N,0,3,44,Others,276,MS,302,91,No,No,0.93,4216,602,0,2015,1 -40,78746,0.04,0.03,4251034465,1256,Yes,High School or below,Male,Yes,Married,82,\N,0,3,44,Others,276,MS,302,91,No,No,0.93,5301,883,0,2015,2 -40,78746,0.04,0.03,4251034465,1256,Yes,High School or below,Male,Yes,Married,82,\N,0,3,44,Others,276,MS,302,91,No,No,0.93,327,327,0,2015,3 -56,76775,0.06,0.01,4251016057,1257,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,3,0,84,Non-technology Related Job,136,SD,305,201,No,No,0.14,4053,810,0,2015,1 -56,76775,0.06,0.01,4251016057,1257,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,3,0,84,Non-technology Related Job,136,SD,305,201,No,No,0.14,215,107,0,2015,2 -18,187676,0.04,0.01,4251018465,1258,Yes,Bachelor or equivalent,Female,No,Single,27,\N,0,6,3,Others,308,TX,2,216,No,No,0.6,1388,462,0,2015,1 -18,187676,0.04,0.01,4251018465,1258,Yes,Bachelor or equivalent,Female,No,Single,27,\N,0,6,3,Others,308,TX,2,216,No,No,0.6,361,361,0,2015,2 -34,185705,0.06,0.03,4251066325,1259,Yes,Master or equivalent,Male,Yes,Married,35,\N,2,3,43,Non-technology Related Job,168,GA,5,76,No,No,0.81,5111,851,0,2015,1 -34,185705,0.06,0.03,4251066325,1259,Yes,Master or equivalent,Male,Yes,Married,35,\N,2,3,43,Non-technology Related Job,168,GA,5,76,No,No,0.81,3466,577,0,2015,2 -65,46605,0.04,0.03,4251025735,1260,Yes,Master or equivalent,Female,Yes,Married,93,\N,0,1,62,Others,341,ID,202,91,No,No,0.26,2491,830,0,2015,1 -65,46605,0.04,0.03,4251025735,1260,Yes,Master or equivalent,Female,Yes,Married,93,\N,0,1,62,Others,341,ID,202,91,No,No,0.26,2221,370,0,2015,2 -13,44634,0.06,0.01,4251020597,1261,Yes,High School or below,Female,Yes,Married,100,\N,2,6,2,Non-technology Related Job,201,NH,206,201,No,No,0.47,5294,882,0,2015,1 -13,44634,0.06,0.01,4251020597,1261,Yes,High School or below,Female,Yes,Married,100,\N,2,6,2,Non-technology Related Job,201,NH,206,201,No,No,0.47,3016,603,0,2015,2 -43,155534,0.04,0.01,4251008492,1262,Yes,High School or below,Male,Yes,Married,38,\N,3,4,20,Others,373,NJ,403,216,No,No,0.93,2452,817,0,2015,1 -43,155534,0.04,0.01,4251008492,1262,Yes,High School or below,Male,Yes,Married,38,\N,3,4,20,Others,373,NJ,403,216,No,No,0.93,4332,722,0,2015,2 -59,153563,0.06,0.03,4251029401,1263,Yes,High School or below,Male,Yes,Single,45,\N,2,1,61,Non-technology Related Job,234,WA,406,76,No,No,0.14,4158,831,0,2015,1 -59,153563,0.06,0.03,4251029401,1263,Yes,High School or below,Male,Yes,Single,45,\N,2,1,61,Non-technology Related Job,234,WA,406,76,No,No,0.14,256,128,0,2015,2 -21,14464,0.05,0.03,4251069805,1264,Yes,High School or below,Female,Yes,Single,103,\N,3,7,79,Others,406,WI,103,91,No,No,0.6,1334,667,0,2015,1 -21,14464,0.05,0.03,4251069805,1264,Yes,High School or below,Female,Yes,Single,103,\N,3,7,79,Others,406,WI,103,91,No,No,0.6,1882,941,0,2015,2 -37,12493,0.07,0.01,4251052865,1265,Yes,Bachelor or equivalent,Male,Yes,Married,111,\N,2,4,20,Others,266,KS,106,201,No,No,0.81,4094,682,0,2015,1 -37,12493,0.07,0.01,4251052865,1265,Yes,Bachelor or equivalent,Male,Yes,Married,111,\N,2,4,20,Others,266,KS,106,201,No,No,0.81,2847,711,0,2015,2 -68,123393,0.05,0.01,4251050585,1266,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,3,2,38,Others,439,LA,303,216,No,No,0.26,6133,681,0,2015,1 -68,123393,0.05,0.01,4251050585,1266,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,3,2,38,Others,439,LA,303,216,No,No,0.26,2102,525,0,2015,2 -15,121422,0.07,0.03,4251063532,1267,Yes,Bachelor or equivalent,Female,No,Married,56,\N,1,7,79,Others,299,OH,307,76,No,No,0.48,2748,687,0,2015,1 -15,121422,0.07,0.03,4251063532,1267,Yes,Bachelor or equivalent,Female,No,Married,56,\N,1,7,79,Others,299,OH,307,76,No,No,0.48,2971,495,0,2015,2 -46,232322,0.05,0.03,4251051427,1268,Yes,Master or equivalent,Male,Yes,Married,114,\N,2,5,97,Others,471,OK,4,91,No,No,0.93,6748,674,0,2015,1 -46,232322,0.05,0.03,4251051427,1268,Yes,Master or equivalent,Male,Yes,Married,114,\N,2,5,97,Others,471,OK,4,91,No,No,0.93,2161,720,0,2015,2 -62,230351,0.07,0.01,4251010047,1269,Yes,High School or below,Male,Yes,Single,2,\N,1,2,38,Others,331,AZ,7,201,No,No,0.14,4273,534,0,2015,1 -62,230351,0.07,0.01,4251010047,1269,Yes,High School or below,Male,Yes,Single,2,\N,1,2,38,Others,331,AZ,7,201,No,No,0.14,4520,565,0,2015,2 -24,91252,0.05,0.01,4251008896,1270,Yes,High School or below,Female,Yes,Single,59,\N,2,0,56,Others,4,CA,204,216,Yes,Yes,0.6,5951,850,1,2015,1 -24,91252,0.05,0.01,4251008896,1270,Yes,High School or below,Female,Yes,Single,59,\N,2,0,56,Others,4,CA,204,216,Yes,Yes,0.6,3227,645,1,2015,2 -24,91252,0.05,0.01,4251008896,1270,Yes,High School or below,Female,Yes,Single,59,\N,2,0,56,Others,4,CA,204,216,Yes,Yes,0.6,820,820,1,2015,3 -40,89281,0.07,0.03,4251087867,1271,Yes,High School or below,Male,Yes,Single,67,\N,1,5,97,Others,364,MI,207,76,No,No,0.81,4706,941,0,2015,1 -40,89281,0.07,0.03,4251087867,1271,Yes,High School or below,Male,Yes,Single,67,\N,1,5,97,Others,364,MI,207,76,No,No,0.81,5024,717,0,2015,2 -70,200181,0.06,0.03,4251050783,1272,Yes,High School or below,Female,No,Single,5,\N,2,3,15,Others,36,MS,404,91,No,No,0.27,4834,537,0,2015,1 -70,200181,0.06,0.03,4251050783,1272,Yes,High School or below,Female,No,Single,5,\N,2,3,15,Others,36,MS,404,91,No,No,0.27,5516,689,0,2015,2 -70,200181,0.06,0.03,4251050783,1272,Yes,High School or below,Female,No,Single,5,\N,2,3,15,Others,36,MS,404,91,No,No,0.27,1034,1034,0,2015,3 -18,198210,0,0.01,4251083109,1273,Yes,High School or below,Female,Yes,Married,12,\N,0,1,56,Others,396,SD,408,201,No,No,0.48,1024,341,0,2015,1 -18,198210,0,0.01,4251083109,1273,Yes,High School or below,Female,Yes,Married,12,\N,0,1,56,Others,396,SD,408,201,No,No,0.48,1679,559,0,2015,2 -49,59111,0.06,0.01,4251065078,1274,Yes,Bachelor or equivalent,Male,Yes,Married,70,\N,2,6,74,Others,69,TX,105,216,No,No,0.93,3586,717,0,2015,1 -49,59111,0.06,0.01,4251065078,1274,Yes,Bachelor or equivalent,Male,Yes,Married,70,\N,2,6,74,Others,69,TX,105,216,No,No,0.93,8229,748,0,2015,2 -64,57140,0,0.03,4251084463,1275,Yes,Bachelor or equivalent,Male,Yes,Single,78,\N,0,4,14,Others,429,FL,108,75,No,No,0.14,590,295,0,2015,1 -64,57140,0,0.03,4251084463,1275,Yes,Bachelor or equivalent,Male,Yes,Single,78,\N,0,4,14,Others,429,FL,108,75,No,No,0.14,313,313,0,2015,2 -27,168040,0.06,0.03,4251031750,1276,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,1,1,33,Others,101,HI,305,90,No,No,0.6,7633,1090,0,2015,1 -27,168040,0.06,0.03,4251031750,1276,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,1,1,33,Others,101,HI,305,90,No,No,0.6,3241,648,0,2015,2 -43,166069,0,0,4251048107,1277,Yes,PhD or equivalent,Male,Yes,Single,23,\N,0,7,73,Others,461,NV,308,200,No,Yes,0.81,1310,1310,0,2015,1 -43,166069,0,0,4251048107,1277,Yes,PhD or equivalent,Male,Yes,Single,23,\N,0,7,73,Others,461,NV,308,200,No,Yes,0.81,3553,888,0,2015,2 -73,26969,0.06,0.01,4251052762,1278,Yes,High School or below,Female,Yes,Single,81,\N,1,4,92,Others,134,NJ,5,215,No,No,0.27,2343,781,0,2015,1 -73,26969,0.06,0.01,4251052762,1278,Yes,High School or below,Female,Yes,Single,81,\N,1,4,92,Others,134,NJ,5,215,No,No,0.27,3934,786,0,2015,2 -73,26969,0.06,0.01,4251052762,1278,Yes,High School or below,Female,Yes,Single,81,\N,1,4,92,Others,134,NJ,5,215,No,No,0.27,1078,1078,0,2015,3 -21,24998,0,0.02,4251042326,1279,Yes,High School or below,Female,Yes,Married,88,\N,0,2,32,Others,494,WA,9,75,No,No,0.48,2937,587,0,2015,1 -21,24998,0,0.02,4251042326,1279,Yes,High School or below,Female,Yes,Married,88,\N,0,2,32,Others,494,WA,9,75,No,No,0.48,1570,785,0,2015,2 -51,135899,0.07,0.03,4251060410,1280,Yes,High School or below,Male,Yes,Married,26,\N,1,7,51,Others,166,WI,206,90,No,No,0.93,3969,661,0,2015,1 -51,135899,0.07,0.03,4251060410,1280,Yes,High School or below,Male,Yes,Married,26,\N,1,7,51,Others,166,WI,206,90,No,No,0.93,8244,749,0,2015,2 -67,133928,0.01,0,4251077443,1281,Yes,High School or below,Female,No,Married,34,\N,3,5,91,Others,27,IA,209,200,No,No,0.15,609,609,0,2015,1 -67,133928,0.01,0,4251077443,1281,Yes,High School or below,Female,No,Married,34,\N,3,5,91,Others,27,IA,209,200,No,No,0.15,3623,724,0,2015,2 -30,244828,0.07,0.01,4251055474,1282,Yes,High School or below,Male,Yes,Married,92,\N,1,2,10,Others,199,KY,406,215,No,No,0.6,4963,992,0,2015,1 -30,244828,0.07,0.01,4251055474,1282,Yes,High School or below,Male,Yes,Married,92,\N,1,2,10,Others,199,KY,406,215,No,No,0.6,3724,744,0,2015,2 -30,244828,0.07,0.01,4251055474,1282,Yes,High School or below,Male,Yes,Married,92,\N,1,2,10,Others,199,KY,406,215,No,No,0.6,1291,1291,0,2015,3 -46,242857,0.01,0.02,4251083687,1283,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,3,0,50,Others,59,ND,409,75,No,No,0.81,6025,860,0,2015,1 -46,242857,0.01,0.02,4251083687,1283,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,3,0,50,Others,59,ND,409,75,No,No,0.81,4916,702,0,2015,2 -76,103757,0.07,0.03,4251008473,1284,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,0,6,69,Others,232,OK,106,90,No,No,0.27,5039,419,0,2015,1 -76,103757,0.07,0.03,4251008473,1284,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,0,6,69,Others,232,OK,106,90,No,No,0.27,2542,635,0,2015,2 -24,101786,0.01,0,4251020451,1285,Yes,Master or equivalent,Female,Yes,Married,45,\N,3,3,9,Others,92,AZ,109,200,No,No,0.48,7556,1079,0,2015,1 -24,101786,0.01,0,4251020451,1285,Yes,Master or equivalent,Female,Yes,Married,45,\N,3,3,9,Others,92,AZ,109,200,No,No,0.48,5125,640,0,2015,2 -54,212687,0.07,0.01,4251022954,1286,Yes,PhD or equivalent,Male,No,Single,103,\N,0,1,28,Others,264,CA,306,215,No,No,0.94,3937,984,0,2015,1 -54,212687,0.07,0.01,4251022954,1286,Yes,PhD or equivalent,Male,No,Single,103,\N,0,1,28,Others,264,CA,306,215,No,No,0.94,2151,717,0,2015,2 -70,210716,0.01,0.02,4251091491,1287,Yes,High School or below,Female,No,Married,110,\N,2,6,68,Others,124,MA,310,75,No,No,0.15,3834,766,0,2015,1 -70,210716,0.01,0.02,4251091491,1287,Yes,High School or below,Female,No,Married,110,\N,2,6,68,Others,124,MA,310,75,No,No,0.15,4819,803,0,2015,2 -32,71616,0,0.03,4251067240,1288,Yes,High School or below,Male,Yes,Married,48,\N,0,4,87,Others,297,MN,7,90,No,No,0.6,5027,628,0,2015,1 -32,71616,0,0.03,4251067240,1288,Yes,High School or below,Male,Yes,Married,48,\N,0,4,87,Others,297,MN,7,90,No,No,0.6,3808,634,0,2015,2 -32,71616,0,0.03,4251067240,1288,Yes,High School or below,Male,Yes,Married,48,\N,0,4,87,Others,297,MN,7,90,No,No,0.6,869,434,0,2015,3 -48,69645,0.02,0,4251041188,1289,Yes,High School or below,Male,Yes,Single,55,\N,2,1,27,Others,157,SC,10,200,No,No,0.81,6378,911,0,2015,1 -48,69645,0.02,0,4251041188,1289,Yes,High School or below,Male,Yes,Single,55,\N,2,1,27,Others,157,SC,10,200,No,No,0.81,2366,788,0,2015,2 -79,180546,0,0.01,4251054250,1290,Yes,High School or below,Female,Yes,Single,113,\N,3,7,46,Others,329,TN,207,215,No,No,0.27,1644,328,0,2015,1 -79,180546,0,0.01,4251054250,1290,Yes,High School or below,Female,Yes,Single,113,\N,3,7,46,Others,329,TN,207,215,No,No,0.27,6075,759,0,2015,2 -27,178574,0.02,0.02,4251072768,1291,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,2,4,86,Others,189,FL,210,75,No,No,0.48,5342,890,0,2015,1 -27,178574,0.02,0.02,4251072768,1291,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,2,4,86,Others,189,FL,210,75,No,No,0.48,2811,937,0,2015,2 -57,39475,0,0.03,4251034972,1292,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,3,2,4,Others,362,HI,407,90,No,Yes,0.94,3149,524,0,2015,1 -57,39475,0,0.03,4251034972,1292,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,3,2,4,Others,362,HI,407,90,No,Yes,0.94,1771,442,0,2015,2 -73,37504,0.02,0,4251022316,1293,Yes,Master or equivalent,Female,Yes,Married,66,\N,2,7,45,Others,222,NE,411,200,No,No,0.15,4025,1006,0,2015,1 -73,37504,0.02,0,4251022316,1293,Yes,Master or equivalent,Female,Yes,Married,66,\N,2,7,45,Others,222,NE,411,200,No,No,0.15,3638,606,0,2015,2 -73,37504,0.02,0,4251022316,1293,Yes,Master or equivalent,Female,Yes,Married,66,\N,2,7,45,Others,222,NE,411,200,No,No,0.15,1088,1088,0,2015,3 -35,148404,0,0.01,4251009992,1294,Yes,Master or equivalent,Male,Yes,Married,4,\N,3,5,63,Others,394,NH,108,215,No,No,0.6,4655,775,0,2015,1 -35,148404,0,0.01,4251009992,1294,Yes,Master or equivalent,Male,Yes,Married,4,\N,3,5,63,Others,394,NH,108,215,No,No,0.6,3184,636,0,2015,2 -51,146433,0.02,0.02,4251070571,1295,Yes,High School or below,Male,No,Single,12,\N,1,2,4,Others,254,VA,111,75,Yes,No,0.82,2194,731,0,2015,1 -51,146433,0.02,0.02,4251070571,1295,Yes,High School or below,Male,No,Single,12,\N,1,2,4,Others,254,VA,111,75,Yes,No,0.82,4455,891,0,2015,2 -14,7334,0.01,0.03,4251085445,1296,Yes,High School or below,Female,Yes,Married,69,\N,3,0,22,Others,427,WV,308,90,No,No,0.27,6560,656,0,2015,1 -14,7334,0.01,0.03,4251085445,1296,Yes,High School or below,Female,Yes,Married,69,\N,3,0,22,Others,427,WV,308,90,No,No,0.27,4663,777,0,2015,2 -29,5363,0.03,0,4251044777,1297,Yes,High School or below,Female,Yes,Single,77,\N,1,5,63,Others,287,IA,311,200,No,No,0.48,4029,805,0,2015,1 -29,5363,0.03,0,4251044777,1297,Yes,High School or below,Female,Yes,Single,77,\N,1,5,63,Others,287,IA,311,200,No,No,0.48,5246,874,0,2015,2 -60,116263,0.01,0.01,4251040792,1298,Yes,High School or below,Male,Yes,Single,15,\N,2,3,81,Others,459,KY,8,215,No,No,0.94,3128,521,0,2015,1 -60,116263,0.01,0.01,4251040792,1298,Yes,High School or below,Male,Yes,Single,15,\N,2,3,81,Others,459,KY,8,215,No,No,0.94,2828,565,0,2015,2 -76,114292,0.03,0.02,4251052343,1299,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,1,0,22,Others,320,NC,12,75,No,Yes,0.15,3917,979,0,2015,1 -76,114292,0.03,0.02,4251052343,1299,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,1,0,22,Others,320,NC,12,75,No,Yes,0.15,3384,1128,0,2015,2 -38,225192,0.01,0.03,4251066944,1300,Yes,Bachelor or equivalent,Male,No,Married,80,\N,2,6,40,Others,492,OH,209,90,No,No,0.61,2981,596,0,2015,1 -38,225192,0.01,0.03,4251066944,1300,Yes,Bachelor or equivalent,Male,No,Married,80,\N,2,6,40,Others,492,OH,209,90,No,No,0.61,401,401,0,2015,2 -54,223221,0.03,0,4251075710,1301,Yes,Master or equivalent,Male,No,Married,88,\N,1,4,81,Others,352,AK,212,200,No,No,0.82,7304,811,0,2015,1 -54,223221,0.03,0,4251075710,1301,Yes,Master or equivalent,Male,No,Married,88,\N,1,4,81,Others,352,AK,212,200,No,No,0.82,3116,623,0,2015,2 -16,84122,0.01,0.01,4251059891,1302,Yes,Master or equivalent,Female,Yes,Married,26,\N,2,1,99,Others,25,AR,409,215,No,No,0.27,5441,906,1,2015,1 -16,84122,0.01,0.01,4251059891,1302,Yes,Master or equivalent,Female,Yes,Married,26,\N,2,1,99,Others,25,AR,409,215,No,No,0.27,1950,650,1,2015,2 -32,82151,0.03,0.02,4251067165,1303,Yes,High School or below,Female,Yes,Single,33,\N,0,7,40,Others,385,MA,412,75,No,No,0.48,2341,1170,0,2015,1 -32,82151,0.03,0.02,4251067165,1303,Yes,High School or below,Female,Yes,Single,33,\N,0,7,40,Others,385,MA,412,75,No,No,0.48,542,180,0,2015,2 -63,193051,0.02,0.03,4251071991,1304,Yes,High School or below,Male,Yes,Single,91,\N,2,4,58,Others,57,MN,109,90,No,No,0.94,2807,561,0,2015,1 -63,193051,0.02,0.03,4251071991,1304,Yes,High School or below,Male,Yes,Single,91,\N,2,4,58,Others,57,MN,109,90,No,No,0.94,328,328,0,2015,2 -78,191080,0.04,0,4251084052,1305,Yes,High School or below,Female,Yes,Married,98,\N,0,2,98,Others,417,RI,113,200,No,No,0.15,1620,540,0,2015,1 -78,191080,0.04,0,4251084052,1305,Yes,High School or below,Female,Yes,Married,98,\N,0,2,98,Others,417,RI,113,200,No,No,0.15,4080,816,0,2015,2 -41,51980,0.02,0.01,4251086542,1306,Yes,High School or below,Male,No,Married,36,\N,1,7,17,Others,90,SD,309,215,No,No,0.61,6276,896,0,2015,1 -41,51980,0.02,0.01,4251086542,1306,Yes,High School or below,Male,No,Married,36,\N,1,7,17,Others,90,SD,309,215,No,No,0.61,1465,732,0,2015,2 -57,50009,0.04,0.02,4251029640,1307,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,0,5,57,Others,450,DE,313,75,No,No,0.82,4664,932,0,2015,1 -57,50009,0.04,0.02,4251029640,1307,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,0,5,57,Others,450,DE,313,75,No,No,0.82,4917,702,0,2015,2 -19,160910,0.02,0.03,4251048771,1308,Yes,Bachelor or equivalent,Female,Yes,Married,102,\N,1,2,76,Others,122,GA,10,90,No,No,0.27,6603,943,0,2015,1 -19,160910,0.02,0.03,4251048771,1308,Yes,Bachelor or equivalent,Female,Yes,Married,102,\N,1,2,76,Others,122,GA,10,90,No,No,0.27,1652,413,0,2015,2 -35,158939,0.04,0,4251058289,1309,Yes,Bachelor or equivalent,Male,No,Single,109,\N,3,0,16,Others,482,NE,13,200,No,No,0.48,4072,678,1,2015,1 -35,158939,0.04,0,4251058289,1309,Yes,Bachelor or equivalent,Male,No,Single,109,\N,3,0,16,Others,482,NE,13,200,No,No,0.48,4638,927,1,2015,2 -65,19839,0.02,0.01,4251031797,1310,Yes,Master or equivalent,Male,Yes,Single,47,\N,1,5,35,Others,155,NH,210,215,No,No,0.94,2769,553,0,2015,1 -65,19839,0.02,0.01,4251031797,1310,Yes,Master or equivalent,Male,Yes,Single,47,\N,1,5,35,Others,155,NH,210,215,No,No,0.94,4606,767,0,2015,2 -13,17868,0.05,0.02,4251072849,1311,Yes,PhD or equivalent,Female,Yes,Married,55,\N,3,3,75,Others,15,VA,213,75,No,No,0.15,1935,967,0,2015,1 -13,17868,0.05,0.02,4251072849,1311,Yes,PhD or equivalent,Female,Yes,Married,55,\N,3,3,75,Others,15,VA,213,75,No,No,0.15,2030,676,0,2015,2 -44,128769,0.03,0.03,4251009958,1312,Yes,High School or below,Male,Yes,Single,113,\N,0,1,94,Others,187,WA,410,90,No,No,0.61,5306,758,0,2015,1 -44,128769,0.03,0.03,4251009958,1312,Yes,High School or below,Male,Yes,Single,113,\N,0,1,94,Others,187,WA,410,90,No,No,0.61,3756,626,0,2015,2 -60,126798,0.05,0,4251045768,1313,Yes,High School or below,Male,Yes,Married,0,\N,3,6,34,Others,47,IN,414,200,No,No,0.82,2407,802,0,2015,1 -60,126798,0.05,0,4251045768,1313,Yes,High School or below,Male,Yes,Married,0,\N,3,6,34,Others,47,IN,414,200,No,No,0.82,9739,973,0,2015,2 -22,237698,0.03,0.01,4251067115,1314,Yes,High School or below,Female,No,Married,58,\N,0,4,53,Technology Related Job,220,KS,111,215,No,Yes,0.28,2075,691,1,2015,1 -22,237698,0.03,0.01,4251067115,1314,Yes,High School or below,Female,No,Married,58,\N,0,4,53,Technology Related Job,220,KS,111,215,No,Yes,0.28,2661,665,1,2015,2 -38,235727,0.05,0.02,4251040345,1315,Yes,High School or below,Male,No,Single,65,\N,3,1,93,Others,80,NC,114,75,No,No,0.49,3646,911,0,2015,1 -38,235727,0.05,0.02,4251040345,1315,Yes,High School or below,Male,No,Single,65,\N,3,1,93,Others,80,NC,114,75,No,No,0.49,7165,895,0,2015,2 -68,96627,0.03,0.03,4251053035,1316,Yes,Bachelor or equivalent,Female,Yes,Single,3,\N,0,7,12,Technology Related Job,252,OH,311,90,No,No,0.94,4397,732,0,2015,1 -68,96627,0.03,0.03,4251053035,1316,Yes,Bachelor or equivalent,Female,Yes,Single,3,\N,0,7,12,Technology Related Job,252,OH,311,90,No,No,0.94,5219,652,0,2015,2 -16,94656,0.05,0,4251039582,1317,No,Bachelor or equivalent,Female,Yes,Single,11,\N,2,4,52,Others,113,AK,314,200,No,No,0.15,6873,763,0,2015,1 -16,94656,0.05,0,4251039582,1317,No,Bachelor or equivalent,Female,Yes,Single,11,\N,2,4,52,Others,113,AK,314,200,No,No,0.15,4900,700,0,2015,2 -46,205557,0.03,0.01,4251097073,1318,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,0,2,71,Technology Related Job,285,AZ,11,215,No,No,0.61,3197,639,0,2015,1 -46,205557,0.03,0.01,4251097073,1318,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,0,2,71,Technology Related Job,285,AZ,11,215,No,No,0.61,3287,657,0,2015,2 -62,203586,0.06,0.02,4251010072,1319,Yes,Master or equivalent,Male,Yes,Married,76,\N,2,7,11,Others,145,MD,15,75,No,No,0.82,7606,845,0,2015,1 -62,203586,0.06,0.02,4251010072,1319,Yes,Master or equivalent,Male,Yes,Married,76,\N,2,7,11,Others,145,MD,15,75,No,No,0.82,4474,745,0,2015,2 -25,64486,0.04,0.03,4251040868,1320,Yes,PhD or equivalent,Female,No,Married,14,\N,3,5,29,Technology Related Job,318,MI,212,90,No,No,0.28,7121,890,0,2015,1 -25,64486,0.04,0.03,4251040868,1320,Yes,PhD or equivalent,Female,No,Married,14,\N,3,5,29,Technology Related Job,318,MI,212,90,No,No,0.28,3519,879,0,2015,2 -25,64486,0.04,0.03,4251040868,1320,Yes,PhD or equivalent,Female,No,Married,14,\N,3,5,29,Technology Related Job,318,MI,212,90,No,No,0.28,411,411,0,2015,3 -41,62515,0.06,0,4251082787,1321,Yes,High School or below,Male,Yes,Single,22,\N,2,2,70,Others,178,RI,215,200,No,Yes,0.49,2931,732,0,2015,1 -41,62515,0.06,0,4251082787,1321,Yes,High School or below,Male,Yes,Single,22,\N,2,2,70,Others,178,RI,215,200,No,Yes,0.49,5314,759,0,2015,2 -71,173415,0.04,0.01,4251082637,1322,Yes,High School or below,Female,Yes,Married,79,\N,3,0,88,Technology Related Job,350,SD,412,215,No,No,0.94,4932,822,0,2015,1 -71,173415,0.04,0.01,4251082637,1322,Yes,High School or below,Female,Yes,Married,79,\N,3,0,88,Technology Related Job,350,SD,412,215,No,No,0.94,4754,679,0,2015,2 -71,173415,0.04,0.01,4251082637,1322,Yes,High School or below,Female,Yes,Married,79,\N,3,0,88,Technology Related Job,350,SD,412,215,No,No,0.94,520,520,0,2015,3 -19,171444,0.06,0.02,4251020193,1323,Yes,High School or below,Female,Yes,Single,87,\N,2,5,29,Others,210,DE,415,75,No,No,0.15,2923,584,0,2015,1 -19,171444,0.06,0.02,4251020193,1323,Yes,High School or below,Female,Yes,Single,87,\N,2,5,29,Others,210,DE,415,75,No,No,0.15,2333,583,0,2015,2 -49,32345,0.04,0.03,4251029758,1324,Yes,High School or below,Male,Yes,Single,25,\N,3,3,47,Technology Related Job,383,FL,112,90,No,No,0.61,4107,684,0,2015,1 -49,32345,0.04,0.03,4251029758,1324,Yes,High School or below,Male,Yes,Single,25,\N,3,3,47,Technology Related Job,383,FL,112,90,No,No,0.61,2769,553,0,2015,2 -65,30374,0.06,0,4251013602,1325,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,1,0,88,Others,243,MT,116,200,No,No,0.82,7499,1071,0,2015,1 -65,30374,0.06,0,4251013602,1325,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,1,0,88,Others,243,MT,116,200,No,No,0.82,5087,847,0,2015,2 -65,30374,0.06,0,4251013602,1325,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,1,0,88,Others,243,MT,116,200,No,No,0.82,445,445,0,2015,3 -27,141274,0.05,0.01,4251098951,1326,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,3,6,6,Technology Related Job,415,NV,313,215,No,No,0.28,6125,680,0,2015,1 -27,141274,0.05,0.01,4251098951,1326,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,3,6,6,Technology Related Job,415,NV,313,215,No,No,0.28,5835,486,0,2015,2 -43,139303,0.07,0.02,4251040925,1327,Yes,Master or equivalent,Male,Yes,Married,98,\N,1,3,47,Others,275,VT,316,75,No,No,0.49,4459,891,0,2015,1 -43,139303,0.07,0.02,4251040925,1327,Yes,Master or equivalent,Male,Yes,Married,98,\N,1,3,47,Others,275,VT,316,75,No,No,0.49,2699,674,0,2015,2 -74,204,0.05,0.03,4251093852,1328,Yes,Master or equivalent,Female,No,Married,36,\N,2,1,65,Technology Related Job,448,WA,13,90,No,No,0.94,4788,798,0,2015,1 -74,204,0.05,0.03,4251093852,1328,Yes,Master or equivalent,Female,No,Married,36,\N,2,1,65,Technology Related Job,448,WA,13,90,No,No,0.94,3688,922,0,2015,2 -22,248232,0.07,0,4251058990,1329,Yes,High School or below,Female,No,Single,43,\N,1,7,6,Others,308,IN,16,200,No,No,0.16,2720,906,0,2015,1 -22,248232,0.07,0,4251058990,1329,Yes,High School or below,Female,No,Single,43,\N,1,7,6,Others,308,IN,16,200,No,No,0.16,5442,777,0,2015,2 -52,109133,0.05,0.01,4251091424,1330,Yes,High School or below,Male,Yes,Single,101,\N,2,4,24,Technology Related Job,480,IA,213,215,No,No,0.61,6151,768,0,2015,1 -52,109133,0.05,0.01,4251091424,1330,Yes,High School or below,Male,Yes,Single,101,\N,2,4,24,Technology Related Job,480,IA,213,215,No,No,0.61,936,468,0,2015,2 -68,107162,0.07,0.02,4251049579,1331,Yes,High School or below,Male,Yes,Married,109,\N,0,2,65,Others,340,NY,216,75,No,No,0.82,1301,433,0,2015,1 -68,107162,0.07,0.02,4251049579,1331,Yes,High School or below,Male,Yes,Married,109,\N,0,2,65,Others,340,NY,216,75,No,No,0.82,3611,902,0,2015,2 -68,107162,0.07,0.02,4251049579,1331,Yes,High School or below,Male,Yes,Married,109,\N,0,2,65,Others,340,NY,216,75,No,No,0.82,1044,1044,0,2015,3 -30,218062,0.05,0.03,4251010665,1332,Yes,High School or below,Female,Yes,Single,46,\N,2,7,83,Technology Related Job,13,ND,413,90,No,No,0.28,1773,443,0,2015,1 -30,218062,0.05,0.03,4251010665,1332,Yes,High School or below,Female,Yes,Single,46,\N,2,7,83,Technology Related Job,13,ND,413,90,No,No,0.28,2376,475,0,2015,2 -46,216091,0.07,0,4251073215,1333,Yes,Bachelor or equivalent,Male,Yes,Married,54,\N,0,5,23,Others,373,AL,417,200,No,No,0.49,2163,540,0,2015,1 -46,216091,0.07,0,4251073215,1333,Yes,Bachelor or equivalent,Male,Yes,Married,54,\N,0,5,23,Others,373,AL,417,200,No,No,0.49,7666,851,0,2015,2 -77,76992,0.06,0,4251029426,1334,Yes,Bachelor or equivalent,Female,No,Married,112,\N,1,2,42,Technology Related Job,45,AZ,114,215,Yes,Yes,0.95,3219,643,1,2015,1 -77,76992,0.06,0,4251029426,1334,Yes,Bachelor or equivalent,Female,No,Married,112,\N,1,2,42,Technology Related Job,45,AZ,114,215,Yes,Yes,0.95,1953,488,1,2015,2 -77,76992,0.06,0,4251029426,1334,Yes,Bachelor or equivalent,Female,No,Married,112,\N,1,2,42,Technology Related Job,45,AZ,114,215,Yes,Yes,0.95,630,630,1,2015,3 -24,75021,0,0.02,4251077262,1335,Yes,Master or equivalent,Female,Yes,Single,119,\N,0,0,82,Others,406,MD,117,75,No,No,0.16,3292,1097,0,2015,1 -24,75021,0,0.02,4251077262,1335,Yes,Master or equivalent,Female,Yes,Single,119,\N,0,0,82,Others,406,MD,117,75,No,No,0.16,4425,632,0,2015,2 -55,185921,0.06,0.02,4251086740,1336,Yes,Master or equivalent,Male,Yes,Single,57,\N,1,5,1,Technology Related Job,78,MA,314,90,No,No,0.61,3925,981,0,2015,1 -55,185921,0.06,0.02,4251086740,1336,Yes,Master or equivalent,Male,Yes,Single,57,\N,1,5,1,Technology Related Job,78,MA,314,90,No,No,0.61,1081,1081,0,2015,2 -55,185921,0.06,0.02,4251086740,1336,Yes,Master or equivalent,Male,Yes,Single,57,\N,1,5,1,Technology Related Job,78,MA,314,90,No,No,0.61,1261,1261,0,2015,3 -71,183950,0,0,4251028070,1337,Yes,High School or below,Male,Yes,Single,65,\N,0,3,41,Others,438,PA,317,200,No,No,0.82,2748,549,0,2015,1 -71,183950,0,0,4251028070,1337,Yes,High School or below,Male,Yes,Single,65,\N,0,3,41,Others,438,PA,317,200,No,No,0.82,1905,635,0,2015,2 -33,44850,0.06,0,4251011692,1338,Yes,High School or below,Female,Yes,Single,3,\N,1,0,60,Technology Related Job,111,SC,14,215,No,No,0.28,622,311,0,2015,1 -33,44850,0.06,0,4251011692,1338,Yes,High School or below,Female,Yes,Single,3,\N,1,0,60,Technology Related Job,111,SC,14,215,No,No,0.28,3797,632,0,2015,2 -49,42879,0,0.02,4251064719,1339,Yes,High School or below,Male,Yes,Married,10,\N,3,6,0,Others,471,CT,18,75,No,No,0.49,2244,561,0,2015,1 -49,42879,0,0.02,4251064719,1339,Yes,High School or below,Male,Yes,Married,10,\N,3,6,0,Others,471,CT,18,75,No,No,0.49,3290,548,0,2015,2 -79,153780,0.06,0.02,4251010798,1340,Yes,High School or below,Female,Yes,Married,68,\N,1,4,19,Technology Related Job,143,FL,215,90,No,No,0.95,3477,869,0,2015,1 -79,153780,0.06,0.02,4251010798,1340,Yes,High School or below,Female,Yes,Married,68,\N,1,4,19,Technology Related Job,143,FL,215,90,No,No,0.95,3581,895,0,2015,2 -27,151809,0,0,4251083134,1341,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,3,1,59,Others,3,MT,218,200,No,No,0.16,735,367,0,2015,1 -27,151809,0,0,4251083134,1341,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,3,1,59,Others,3,MT,218,200,No,No,0.16,5198,577,0,2015,2 -58,12709,0.07,0,4251072607,1342,Yes,Bachelor or equivalent,Male,Yes,Married,13,\N,0,7,78,Technology Related Job,176,NE,415,215,No,No,0.61,3277,1092,1,2015,1 -58,12709,0.07,0,4251072607,1342,Yes,Bachelor or equivalent,Male,Yes,Married,13,\N,0,7,78,Technology Related Job,176,NE,415,215,No,No,0.61,1120,560,1,2015,2 -73,10738,0.01,0.02,4251087768,1343,Yes,Bachelor or equivalent,Female,No,Single,21,\N,3,4,18,Others,36,UT,418,75,No,Yes,0.83,3526,587,0,2015,1 -73,10738,0.01,0.02,4251087768,1343,Yes,Bachelor or equivalent,Female,No,Single,21,\N,3,4,18,Others,36,UT,418,75,No,Yes,0.83,2459,819,0,2015,2 -36,121638,0.07,0.02,4251047321,1344,Yes,Master or equivalent,Male,Yes,Single,79,\N,0,2,37,Technology Related Job,208,VA,115,90,No,No,0.28,752,376,0,2015,1 -36,121638,0.07,0.02,4251047321,1344,Yes,Master or equivalent,Male,Yes,Single,79,\N,0,2,37,Technology Related Job,208,VA,115,90,No,No,0.28,7140,793,0,2015,2 -52,119667,0.01,0,4251012114,1345,Yes,High School or below,Male,Yes,Married,86,\N,3,7,77,Others,68,IL,119,200,No,No,0.49,3520,704,1,2015,1 -52,119667,0.01,0,4251012114,1345,Yes,High School or below,Male,Yes,Married,86,\N,3,7,77,Others,68,IL,119,200,No,No,0.49,5900,737,1,2015,2 -52,119667,0.01,0,4251012114,1345,Yes,High School or below,Male,Yes,Married,86,\N,3,7,77,Others,68,IL,119,200,No,No,0.49,496,496,1,2015,3 -14,230568,0.07,0,4251078161,1346,Yes,High School or below,Female,Yes,Married,24,\N,0,5,96,Technology Related Job,241,IA,316,215,No,No,0.95,3539,589,0,2015,1 -14,230568,0.07,0,4251078161,1346,Yes,High School or below,Female,Yes,Married,24,\N,0,5,96,Technology Related Job,241,IA,316,215,No,No,0.95,1767,441,0,2015,2 -30,228597,0.01,0.02,4251071328,1347,Yes,High School or below,Female,Yes,Married,32,\N,2,2,36,Others,101,NY,319,75,No,No,0.16,2733,911,0,2015,1 -30,228597,0.01,0.02,4251071328,1347,Yes,High School or below,Female,Yes,Married,32,\N,2,2,36,Others,101,NY,319,75,No,No,0.16,1435,478,0,2015,2 -60,89497,0.07,0.02,4251063743,1348,Yes,High School or below,Male,No,Married,90,\N,3,0,54,Technology Related Job,273,NC,16,90,No,No,0.62,3809,952,0,2015,1 -60,89497,0.07,0.02,4251063743,1348,Yes,High School or below,Male,No,Married,90,\N,3,0,54,Technology Related Job,273,NC,16,90,No,No,0.62,2535,845,0,2015,2 -76,87526,0.01,0,4251014001,1349,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,2,5,95,Others,133,WY,19,200,No,No,0.83,5779,825,0,2015,1 -76,87526,0.01,0,4251014001,1349,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,2,5,95,Others,133,WY,19,200,No,No,0.83,1679,839,0,2015,2 -76,87526,0.01,0,4251014001,1349,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,2,5,95,Others,133,WY,19,200,No,No,0.83,494,494,0,2015,3 -39,198427,0,0,4251060732,1350,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,3,3,13,Technology Related Job,306,AK,216,215,No,No,0.28,3556,1185,1,2015,1 -39,198427,0,0,4251060732,1350,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,3,3,13,Technology Related Job,306,AK,216,215,No,No,0.28,687,343,1,2015,2 -55,196456,0.02,0.02,4251097382,1351,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,2,0,54,Others,166,ME,220,75,No,No,0.49,5172,738,0,2015,1 -55,196456,0.02,0.02,4251097382,1351,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,2,0,54,Others,166,ME,220,75,No,No,0.49,1699,849,0,2015,2 -55,196456,0.02,0.02,4251097382,1351,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,2,0,54,Others,166,ME,220,75,No,No,0.49,1394,1394,0,2015,3 -17,57356,0,0.02,4251028041,1352,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,3,6,72,Technology Related Job,338,MA,416,90,No,No,0.95,947,473,1,2015,1 -17,57356,0,0.02,4251028041,1352,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,3,6,72,Technology Related Job,338,MA,416,90,No,No,0.95,5062,723,1,2015,2 -33,55385,0.02,0,4251026342,1353,Yes,PhD or equivalent,Female,Yes,Married,108,\N,1,3,13,Others,199,PA,420,200,No,No,0.16,2114,528,1,2015,1 -33,55385,0.02,0,4251026342,1353,Yes,PhD or equivalent,Female,Yes,Married,108,\N,1,3,13,Others,199,PA,420,200,No,No,0.16,274,137,1,2015,2 -33,55385,0.02,0,4251026342,1353,Yes,PhD or equivalent,Female,Yes,Married,108,\N,1,3,13,Others,199,PA,420,200,No,No,0.16,676,676,1,2015,3 -63,166285,0,0,4251056762,1354,Yes,High School or below,Male,Yes,Married,46,\N,3,1,31,Technology Related Job,371,SC,117,215,No,No,0.62,3464,692,0,2015,1 -63,166285,0,0,4251056762,1354,Yes,High School or below,Male,Yes,Married,46,\N,3,1,31,Technology Related Job,371,SC,117,215,No,No,0.62,2215,443,0,2015,2 -79,164314,0.02,0.02,4251021875,1355,Yes,High School or below,Female,Yes,Single,53,\N,1,6,72,Others,231,CO,120,75,No,No,0.83,4631,926,0,2015,1 -79,164314,0.02,0.02,4251021875,1355,Yes,High School or below,Female,Yes,Single,53,\N,1,6,72,Others,231,CO,120,75,No,No,0.83,3806,761,0,2015,2 -41,25215,0,0.02,4251017753,1356,Yes,High School or below,Male,Yes,Single,111,\N,2,4,90,Technology Related Job,404,DE,317,90,No,Yes,0.28,2257,564,0,2015,1 -41,25215,0,0.02,4251017753,1356,Yes,High School or below,Male,Yes,Single,111,\N,2,4,90,Technology Related Job,404,DE,317,90,No,Yes,0.28,5357,595,0,2015,2 -57,23244,0.02,0,4251079046,1357,Yes,High School or below,Male,No,Single,119,\N,1,2,31,Others,264,MO,320,200,No,No,0.49,4087,817,0,2015,1 -57,23244,0.02,0,4251079046,1357,Yes,High School or below,Male,No,Single,119,\N,1,2,31,Others,264,MO,320,200,No,No,0.49,2913,582,0,2015,2 -20,134144,0.01,0,4251037142,1358,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,2,7,49,Technology Related Job,436,NE,17,215,No,No,0.95,2702,675,0,2015,1 -20,134144,0.01,0,4251037142,1358,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,2,7,49,Technology Related Job,436,NE,17,215,No,No,0.95,39,39,0,2015,2 -36,132173,0.03,0.02,4251072636,1359,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,1,5,90,Others,296,UT,21,75,Yes,No,0.16,1006,1006,1,2015,1 -36,132173,0.03,0.02,4251072636,1359,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,1,5,90,Others,296,UT,21,75,Yes,No,0.16,5351,891,1,2015,2 -66,243073,0.01,0.02,4251074430,1360,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,2,2,8,Technology Related Job,469,VA,218,90,No,No,0.62,6218,888,0,2015,1 -66,243073,0.01,0.02,4251074430,1360,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,2,2,8,Technology Related Job,469,VA,218,90,No,No,0.62,1362,681,0,2015,2 -14,241102,0.03,0,4251063861,1361,Yes,Master or equivalent,Female,Yes,Single,9,\N,0,0,49,Others,329,ID,221,200,No,No,0.83,4768,794,0,2015,1 -14,241102,0.03,0,4251063861,1361,Yes,Master or equivalent,Female,Yes,Single,9,\N,0,0,49,Others,329,ID,221,200,No,No,0.83,907,453,0,2015,2 -44,102003,0.01,0,4251078909,1362,Yes,PhD or equivalent,Male,No,Single,67,\N,2,5,67,Technology Related Job,1,IN,418,215,No,No,0.29,2036,509,0,2015,1 -44,102003,0.01,0,4251078909,1362,Yes,PhD or equivalent,Male,No,Single,67,\N,2,5,67,Technology Related Job,1,IN,418,215,No,No,0.29,5373,671,0,2015,2 -60,100032,0.03,0.02,4251012734,1363,No,High School or below,Male,No,Single,75,\N,0,3,7,Others,361,NM,421,75,No,No,0.5,2384,596,0,2015,1 -60,100032,0.03,0.02,4251012734,1363,No,High School or below,Male,No,Single,75,\N,0,3,7,Others,361,NM,421,75,No,No,0.5,1028,342,0,2015,2 -23,210932,0.01,0.02,4251028174,1364,Yes,High School or below,Female,Yes,Single,13,\N,1,0,26,Technology Related Job,34,NC,118,90,No,No,0.95,2941,588,0,2015,1 -23,210932,0.01,0.02,4251028174,1364,Yes,High School or below,Female,Yes,Single,13,\N,1,0,26,Technology Related Job,34,NC,118,90,No,No,0.95,2818,563,0,2015,2 -23,210932,0.01,0.02,4251028174,1364,Yes,High School or below,Female,Yes,Single,13,\N,1,0,26,Technology Related Job,34,NC,118,90,No,No,0.95,1480,740,0,2015,3 -38,208961,0.03,0,4251022111,1365,Yes,High School or below,Female,Yes,Married,20,\N,0,6,66,Others,394,WY,122,200,No,Yes,0.16,4094,818,0,2015,1 -38,208961,0.03,0,4251022111,1365,Yes,High School or below,Female,Yes,Married,20,\N,0,6,66,Others,394,WY,122,200,No,Yes,0.16,1804,601,0,2015,2 -38,208961,0.03,0,4251022111,1365,Yes,High School or below,Female,Yes,Married,20,\N,0,6,66,Others,394,WY,122,200,No,Yes,0.16,1408,1408,0,2015,3 -69,69861,0.02,0,4251090296,1366,Yes,High School or below,Male,Yes,Married,78,\N,1,3,85,Technology Related Job,66,AK,319,215,No,No,0.62,3516,502,0,2015,1 -69,69861,0.02,0,4251090296,1366,Yes,High School or below,Male,Yes,Married,78,\N,1,3,85,Technology Related Job,66,AK,319,215,No,No,0.62,3367,841,0,2015,2 -69,69861,0.02,0,4251090296,1366,Yes,High School or below,Male,Yes,Married,78,\N,1,3,85,Technology Related Job,66,AK,319,215,No,No,0.62,892,892,0,2015,3 -17,67890,0.04,0.02,4251037854,1367,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,0,1,25,Others,426,LA,322,75,No,No,0.83,2794,698,0,2015,1 -17,67890,0.04,0.02,4251037854,1367,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,0,1,25,Others,426,LA,322,75,No,No,0.83,1347,269,0,2015,2 -47,178791,0.02,0.02,4251036115,1368,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,1,7,44,Technology Related Job,99,MD,19,90,No,No,0.29,5467,911,0,2015,1 -47,178791,0.02,0.02,4251036115,1368,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,1,7,44,Technology Related Job,99,MD,19,90,No,No,0.29,4854,693,0,2015,2 -63,176820,0.04,0,4251029531,1369,Yes,Master or equivalent,Male,Yes,Single,31,\N,3,4,84,Others,459,OR,22,200,No,No,0.5,1173,586,0,2015,1 -63,176820,0.04,0,4251029531,1369,Yes,Master or equivalent,Male,Yes,Single,31,\N,3,4,84,Others,459,OR,22,200,No,No,0.5,3398,849,0,2015,2 -63,176820,0.04,0,4251029531,1369,Yes,Master or equivalent,Male,Yes,Single,31,\N,3,4,84,Others,459,OR,22,200,No,No,0.5,1218,1218,0,2015,3 -25,37720,0.02,0,4251051173,1370,Yes,Master or equivalent,Female,Yes,Single,89,\N,0,2,3,Technology Related Job,131,RI,219,215,No,No,0.95,1636,409,0,2015,1 -25,37720,0.02,0,4251051173,1370,Yes,Master or equivalent,Female,Yes,Single,89,\N,0,2,3,Technology Related Job,131,RI,219,215,No,No,0.95,860,286,0,2015,2 -25,37720,0.02,0,4251051173,1370,Yes,Master or equivalent,Female,Yes,Single,89,\N,0,2,3,Technology Related Job,131,RI,219,215,No,No,0.95,1014,1014,0,2015,3 -41,35749,0.04,0.02,4251060644,1371,Yes,High School or below,Male,No,Married,96,\N,3,7,43,Others,492,CO,223,74,No,No,0.16,7158,715,1,2015,1 -41,35749,0.04,0.02,4251060644,1371,Yes,High School or below,Male,No,Married,96,\N,3,7,43,Others,492,CO,223,74,No,No,0.16,3289,657,1,2015,2 -72,146650,0.02,0.02,4251037916,1372,Yes,High School or below,Male,Yes,Married,34,\N,0,5,62,Technology Related Job,164,DE,420,89,No,No,0.62,5735,716,0,2015,1 -72,146650,0.02,0.02,4251037916,1372,Yes,High School or below,Male,Yes,Married,34,\N,0,5,62,Technology Related Job,164,DE,420,89,No,No,0.62,4022,670,0,2015,2 -19,144679,0.04,0,4251039576,1373,Yes,High School or below,Female,Yes,Married,42,\N,3,2,2,Others,24,MS,423,199,No,No,0.83,6255,625,0,2015,1 -19,144679,0.04,0,4251039576,1373,Yes,High School or below,Female,Yes,Married,42,\N,3,2,2,Others,24,MS,423,199,No,No,0.83,1767,883,0,2015,2 -50,5579,0.03,0,4251085513,1374,Yes,High School or below,Male,Yes,Married,100,\N,0,0,21,Technology Related Job,197,MT,120,214,No,No,0.29,4606,658,0,2015,1 -50,5579,0.03,0,4251085513,1374,Yes,High School or below,Male,Yes,Married,100,\N,0,0,21,Technology Related Job,197,MT,120,214,No,No,0.29,9462,788,0,2015,2 -66,3608,0.05,0.02,4251095591,1375,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,2,5,61,Others,57,TX,123,74,No,No,0.5,4902,544,0,2015,1 -66,3608,0.05,0.02,4251095591,1375,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,2,5,61,Others,57,TX,123,74,No,No,0.5,897,897,0,2015,2 -66,3608,0.05,0.02,4251095591,1375,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,2,5,61,Others,57,TX,123,74,No,No,0.5,294,294,0,2015,3 -28,114508,0.03,0.02,4251045426,1376,Yes,Bachelor or equivalent,Female,No,Single,45,\N,0,3,80,Technology Related Job,229,VT,320,89,No,No,0.95,3844,768,0,2015,1 -28,114508,0.03,0.02,4251045426,1376,Yes,Bachelor or equivalent,Female,No,Single,45,\N,0,3,80,Technology Related Job,229,VT,320,89,No,No,0.95,3083,616,0,2015,2 -28,114508,0.03,0.02,4251045426,1376,Yes,Bachelor or equivalent,Female,No,Single,45,\N,0,3,80,Technology Related Job,229,VT,320,89,No,No,0.95,1,1,0,2015,3 -44,112537,0.05,0,4251010794,1377,Yes,Master or equivalent,Male,No,Married,52,\N,2,0,20,Technology Related Job,89,ID,323,199,No,No,0.17,5766,823,0,2015,1 -44,112537,0.05,0,4251010794,1377,Yes,Master or equivalent,Male,No,Married,52,\N,2,0,20,Technology Related Job,89,ID,323,199,No,No,0.17,2078,519,0,2015,2 -74,223438,0.03,0,4251076905,1378,Yes,Master or equivalent,Female,Yes,Single,110,\N,3,6,38,Technology Related Job,262,IN,20,214,No,Yes,0.62,1942,647,0,2015,1 -74,223438,0.03,0,4251076905,1378,Yes,Master or equivalent,Female,Yes,Single,110,\N,3,6,38,Technology Related Job,262,IN,20,214,No,Yes,0.62,4071,1017,0,2015,2 -22,221467,0.05,0.02,4251037055,1379,Yes,High School or below,Female,Yes,Married,118,\N,2,3,79,Technology Related Job,122,NJ,24,74,No,No,0.83,1039,346,0,2015,1 -22,221467,0.05,0.02,4251037055,1379,Yes,High School or below,Female,Yes,Married,118,\N,2,3,79,Technology Related Job,122,NJ,24,74,No,No,0.83,5086,847,0,2015,2 -53,82367,0.03,0.02,4251028823,1380,Yes,High School or below,Male,Yes,Married,56,\N,3,1,97,Technology Related Job,294,NY,221,89,No,No,0.29,2715,905,0,2015,1 -53,82367,0.03,0.02,4251028823,1380,Yes,High School or below,Male,Yes,Married,56,\N,3,1,97,Technology Related Job,294,NY,221,89,No,No,0.29,2955,985,0,2015,2 -69,80396,0.05,0,4251052087,1381,Yes,High School or below,Male,Yes,Single,63,\N,2,6,38,Technology Related Job,154,WI,224,199,No,No,0.5,619,154,0,2015,1 -69,80396,0.05,0,4251052087,1381,Yes,High School or below,Male,Yes,Single,63,\N,2,6,38,Technology Related Job,154,WI,224,199,No,No,0.5,5902,983,0,2015,2 -31,191296,0.04,0,4251068181,1382,Yes,High School or below,Female,No,Single,1,\N,3,4,56,Technology Related Job,327,AL,421,214,No,No,0.96,1261,630,1,2015,1 -31,191296,0.04,0,4251068181,1382,Yes,High School or below,Female,No,Single,1,\N,3,4,56,Technology Related Job,327,AL,421,214,No,No,0.96,3105,621,1,2015,2 -47,189325,0.06,0.02,4251091740,1383,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,1,1,97,Technology Related Job,187,LA,424,74,No,No,0.17,4971,828,0,2015,1 -47,189325,0.06,0.02,4251091740,1383,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,1,1,97,Technology Related Job,187,LA,424,74,No,No,0.17,4491,641,0,2015,2 -47,189325,0.06,0.02,4251091740,1383,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,1,1,97,Technology Related Job,187,LA,424,74,No,No,0.17,260,260,0,2015,3 -77,50226,0.04,0.02,4251011924,1384,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,3,7,15,Technology Related Job,359,MD,121,89,No,No,0.62,4667,1166,0,2015,1 -77,50226,0.04,0.02,4251011924,1384,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,3,7,15,Technology Related Job,359,MD,121,89,No,No,0.62,836,418,0,2015,2 -25,48255,0.06,0,4251055874,1385,Yes,Bachelor or equivalent,Female,No,Married,74,\N,1,5,56,Technology Related Job,219,OK,125,199,No,No,0.83,3185,530,0,2015,1 -25,48255,0.06,0,4251055874,1385,Yes,Bachelor or equivalent,Female,No,Married,74,\N,1,5,56,Technology Related Job,219,OK,125,199,No,No,0.83,5902,983,0,2015,2 -55,159155,0.04,0,4251055885,1386,Yes,Master or equivalent,Male,Yes,Married,12,\N,2,2,74,Technology Related Job,392,PA,322,214,No,No,0.29,4286,857,0,2015,1 -55,159155,0.04,0,4251055885,1386,Yes,Master or equivalent,Male,Yes,Married,12,\N,2,2,74,Technology Related Job,392,PA,322,214,No,No,0.29,5090,727,0,2015,2 -71,157184,0.06,0.02,4251041072,1387,Yes,High School or below,Male,Yes,Single,19,\N,1,0,15,Technology Related Job,252,CA,325,74,No,Yes,0.5,1999,666,0,2015,1 -71,157184,0.06,0.02,4251041072,1387,Yes,High School or below,Male,Yes,Single,19,\N,1,0,15,Technology Related Job,252,CA,325,74,No,Yes,0.5,5776,641,0,2015,2 -34,18085,0.04,0.02,4251080026,1388,Yes,High School or below,Female,Yes,Married,77,\N,2,5,33,Technology Related Job,424,CT,22,89,No,No,0.96,5565,795,0,2015,1 -34,18085,0.04,0.02,4251080026,1388,Yes,High School or below,Female,Yes,Married,77,\N,2,5,33,Technology Related Job,424,CT,22,89,No,No,0.96,2000,666,0,2015,2 -50,16114,0.06,0,4251083277,1389,Yes,High School or below,Male,Yes,Single,85,\N,0,3,74,Technology Related Job,285,MS,25,199,No,No,0.17,5209,744,0,2015,1 -50,16114,0.06,0,4251083277,1389,Yes,High School or below,Male,Yes,Single,85,\N,0,3,74,Technology Related Job,285,MS,25,199,No,No,0.17,1842,614,0,2015,2 -50,16114,0.06,0,4251083277,1389,Yes,High School or below,Male,Yes,Single,85,\N,0,3,74,Technology Related Job,285,MS,25,199,No,No,0.17,175,175,0,2015,3 -12,127014,0.05,0,4251029564,1390,Yes,High School or below,Female,No,Single,23,\N,2,0,92,Technology Related Job,457,MT,222,214,No,No,0.62,4934,822,0,2015,1 -12,127014,0.05,0,4251029564,1390,Yes,High School or below,Female,No,Single,23,\N,2,0,92,Technology Related Job,457,MT,222,214,No,No,0.62,2436,609,0,2015,2 -28,125043,0.07,0.02,4251011151,1391,Yes,High School or below,Female,No,Married,30,\N,0,6,32,Technology Related Job,317,TX,226,74,No,No,0.84,5275,879,0,2015,1 -28,125043,0.07,0.02,4251011151,1391,Yes,High School or below,Female,No,Married,30,\N,0,6,32,Technology Related Job,317,TX,226,74,No,No,0.84,1209,302,0,2015,2 -58,235943,0.05,0.02,4251089369,1392,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,1,3,51,Technology Related Job,490,UT,423,89,No,No,0.29,3477,579,0,2015,1 -58,235943,0.05,0.02,4251089369,1392,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,1,3,51,Technology Related Job,490,UT,423,89,No,No,0.29,3337,834,0,2015,2 -74,233972,0.07,0,4251031618,1393,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,0,1,91,Technology Related Job,350,HI,426,199,No,No,0.5,692,173,0,2015,1 -74,233972,0.07,0,4251031618,1393,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,0,1,91,Technology Related Job,350,HI,426,199,No,No,0.5,4960,826,0,2015,2 -36,94873,0.05,0,4251043707,1394,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,1,6,10,Technology Related Job,22,IL,123,214,No,No,0.96,6645,738,0,2015,1 -36,94873,0.05,0,4251043707,1394,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,1,6,10,Technology Related Job,22,IL,123,214,No,No,0.96,6847,760,0,2015,2 -52,92902,0.07,0.02,4251046085,1395,Yes,PhD or equivalent,Male,Yes,Single,41,\N,0,4,50,Technology Related Job,382,NJ,126,74,No,No,0.17,3133,783,0,2015,1 -52,92902,0.07,0.02,4251046085,1395,Yes,PhD or equivalent,Male,Yes,Single,41,\N,0,4,50,Technology Related Job,382,NJ,126,74,No,No,0.17,1737,434,0,2015,2 -15,203802,0.05,0.02,4251062601,1396,Yes,High School or below,Female,No,Single,99,\N,1,2,69,Technology Related Job,55,NY,323,89,No,No,0.63,4733,1183,0,2015,1 -15,203802,0.05,0.02,4251062601,1396,Yes,High School or below,Female,No,Single,99,\N,1,2,69,Technology Related Job,55,NY,323,89,No,No,0.63,1822,607,0,2015,2 -31,201831,0.07,0,4251059707,1397,Yes,High School or below,Female,Yes,Married,106,\N,3,7,9,Technology Related Job,415,WI,327,199,No,No,0.84,3197,532,0,2015,1 -31,201831,0.07,0,4251059707,1397,Yes,High School or below,Female,Yes,Married,106,\N,3,7,9,Technology Related Job,415,WI,327,199,No,No,0.84,4590,655,0,2015,2 -61,62731,0.06,0,4251081717,1398,Yes,High School or below,Male,Yes,Single,44,\N,1,5,28,Non-technology Related Job,87,WY,24,214,Yes,No,0.29,9273,927,0,2015,1 -61,62731,0.06,0,4251081717,1398,Yes,High School or below,Male,Yes,Single,44,\N,1,5,28,Non-technology Related Job,87,WY,24,214,Yes,No,0.29,3032,1010,0,2015,2 -77,60760,0,0.02,4251084569,1399,Yes,High School or below,Male,Yes,Married,52,\N,3,2,68,Technology Related Job,447,KY,27,74,No,No,0.5,1066,355,0,2015,1 -77,60760,0,0.02,4251084569,1399,Yes,High School or below,Male,Yes,Married,52,\N,3,2,68,Technology Related Job,447,KY,27,74,No,No,0.5,3668,733,0,2015,2 -39,171661,0.06,0.02,4251031439,1400,Yes,High School or below,Female,Yes,Married,110,\N,0,0,87,Non-technology Related Job,120,ME,224,89,No,Yes,0.96,6843,855,0,2015,1 -39,171661,0.06,0.02,4251031439,1400,Yes,High School or below,Female,Yes,Married,110,\N,0,0,87,Non-technology Related Job,120,ME,224,89,No,Yes,0.96,5708,815,0,2015,2 -55,169690,0,0,4251030463,1401,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,3,5,27,Technology Related Job,480,OK,227,199,No,No,0.17,4846,692,0,2015,1 -55,169690,0,0,4251030463,1401,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,3,5,27,Technology Related Job,480,OK,227,199,No,No,0.17,419,419,0,2015,2 -18,30590,0.06,0,4251078992,1402,Yes,Bachelor or equivalent,Female,Yes,Single,55,\N,0,3,46,Non-technology Related Job,152,PA,424,214,No,No,0.63,3610,902,0,2015,1 -18,30590,0.06,0,4251078992,1402,Yes,Bachelor or equivalent,Female,Yes,Single,55,\N,0,3,46,Non-technology Related Job,152,PA,424,214,No,No,0.63,2342,585,0,2015,2 -33,28619,0,0.02,4251032223,1403,Yes,Master or equivalent,Female,Yes,Single,62,\N,3,0,86,Technology Related Job,12,CA,427,74,No,No,0.84,4390,731,0,2015,1 -33,28619,0,0.02,4251032223,1403,Yes,Master or equivalent,Female,Yes,Single,62,\N,3,0,86,Technology Related Job,12,CA,427,74,No,No,0.84,1682,336,0,2015,2 -64,139519,0.06,0.02,4251033639,1404,Yes,PhD or equivalent,Male,No,Single,0,\N,0,6,5,Non-technology Related Job,185,CO,124,89,No,No,0.29,3988,997,0,2015,1 -64,139519,0.06,0.02,4251033639,1404,Yes,PhD or equivalent,Male,No,Single,0,\N,0,6,5,Non-technology Related Job,185,CO,124,89,No,No,0.29,4684,936,0,2015,2 -12,137548,0.01,0,4251028700,1405,Yes,High School or below,Female,No,Married,8,\N,2,3,45,Technology Related Job,45,MN,128,199,No,No,0.5,6559,655,0,2015,1 -12,137548,0.01,0,4251028700,1405,Yes,High School or below,Female,No,Married,8,\N,2,3,45,Technology Related Job,45,MN,128,199,No,No,0.5,1977,659,0,2015,2 -42,248449,0.07,0,4251081237,1406,Yes,High School or below,Male,Yes,Married,66,\N,0,1,63,Non-technology Related Job,217,MO,325,214,No,No,0.96,6739,748,0,2015,1 -42,248449,0.07,0,4251081237,1406,Yes,High School or below,Male,Yes,Married,66,\N,0,1,63,Non-technology Related Job,217,MO,325,214,No,No,0.96,2659,886,0,2015,2 -58,246478,0.01,0.02,4251047602,1407,Yes,High School or below,Male,Yes,Single,73,\N,2,6,4,Technology Related Job,78,TN,328,74,No,No,0.17,1281,427,0,2015,1 -58,246478,0.01,0.02,4251047602,1407,Yes,High School or below,Male,Yes,Single,73,\N,2,6,4,Technology Related Job,78,TN,328,74,No,No,0.17,2172,362,0,2015,2 -20,107378,0.07,0.02,4251055221,1408,Yes,High School or below,Female,Yes,Married,11,\N,3,4,22,Non-technology Related Job,250,UT,25,89,No,No,0.63,3724,744,0,2015,1 -20,107378,0.07,0.02,4251055221,1408,Yes,High School or below,Female,Yes,Married,11,\N,3,4,22,Non-technology Related Job,250,UT,25,89,No,No,0.63,4416,883,0,2015,2 -36,105407,0.01,0,4251011298,1409,No,Bachelor or equivalent,Female,Yes,Single,19,\N,2,1,63,Technology Related Job,110,HI,28,199,No,Yes,0.84,1581,395,0,2015,1 -36,105407,0.01,0,4251011298,1409,No,Bachelor or equivalent,Female,Yes,Single,19,\N,2,1,63,Technology Related Job,110,HI,28,199,No,Yes,0.84,2475,618,0,2015,2 -67,216308,0.07,0,4251052794,1410,Yes,Bachelor or equivalent,Male,No,Single,76,\N,3,7,81,Non-technology Related Job,283,ID,225,214,No,No,0.3,5570,795,0,2015,1 -67,216308,0.07,0,4251052794,1410,Yes,Bachelor or equivalent,Male,No,Single,76,\N,3,7,81,Non-technology Related Job,283,ID,225,214,No,No,0.3,5182,1036,0,2015,2 -14,214337,0.01,0.02,4251028905,1411,Yes,Master or equivalent,Female,Yes,Married,84,\N,1,4,22,Technology Related Job,143,NH,229,74,No,No,0.51,5218,652,0,2015,1 -14,214337,0.01,0.02,4251028905,1411,Yes,Master or equivalent,Female,Yes,Married,84,\N,1,4,22,Technology Related Job,143,NH,229,74,No,No,0.51,3973,662,0,2015,2 -45,75237,0.07,0.02,4251098936,1412,Yes,Master or equivalent,Male,Yes,Married,22,\N,3,2,40,Non-technology Related Job,315,NM,426,89,No,No,0.96,1089,544,0,2015,1 -45,75237,0.07,0.02,4251098936,1412,Yes,Master or equivalent,Male,Yes,Married,22,\N,3,2,40,Non-technology Related Job,315,NM,426,89,No,No,0.96,6957,695,0,2015,2 -61,73266,0.02,0,4251099031,1413,Yes,High School or below,Male,Yes,Married,29,\N,1,7,81,Technology Related Job,175,WV,429,199,No,No,0.17,3399,679,0,2015,1 -23,184166,0,0,4251059972,1414,Yes,High School or below,Female,Yes,Married,87,\N,2,5,99,Non-technology Related Job,348,WY,126,214,No,No,0.63,4693,938,1,2015,1 -23,184166,0,0,4251059972,1414,Yes,High School or below,Female,Yes,Married,87,\N,2,5,99,Non-technology Related Job,348,WY,126,214,No,No,0.63,6883,860,1,2015,2 -39,182195,0.02,0.02,4251032637,1415,Yes,High School or below,Female,Yes,Single,95,\N,1,3,40,Technology Related Job,208,KY,129,74,No,No,0.84,5176,647,1,2015,1 -39,182195,0.02,0.02,4251032637,1415,Yes,High School or below,Female,Yes,Single,95,\N,1,3,40,Technology Related Job,208,KY,129,74,No,No,0.84,4175,1043,1,2015,2 -69,43096,0,0.02,4251019143,1416,Yes,High School or below,Male,Yes,Single,33,\N,2,0,58,Non-technology Related Job,380,LA,326,89,No,No,0.3,3065,437,0,2015,1 -69,43096,0,0.02,4251019143,1416,Yes,High School or below,Male,Yes,Single,33,\N,2,0,58,Non-technology Related Job,380,LA,326,89,No,No,0.3,1743,871,0,2015,2 -17,41125,0.02,0,4251037861,1417,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,1,6,99,Technology Related Job,240,OH,330,199,No,No,0.51,3442,860,0,2015,1 -17,41125,0.02,0,4251037861,1417,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,1,6,99,Technology Related Job,240,OH,330,199,No,No,0.51,3971,661,0,2015,2 -48,152025,0,0,4251042151,1418,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,2,3,17,Non-technology Related Job,413,OR,27,214,No,No,0.96,5106,851,0,2015,1 -48,152025,0,0,4251042151,1418,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,2,3,17,Non-technology Related Job,413,OR,27,214,No,No,0.96,14,14,0,2015,2 -64,150054,0.02,0.01,4251026445,1419,Yes,Master or equivalent,Male,No,Married,105,\N,0,1,57,Technology Related Job,273,AR,30,74,No,No,0.17,2323,464,0,2015,1 -64,150054,0.02,0.01,4251026445,1419,Yes,Master or equivalent,Male,No,Married,105,\N,0,1,57,Technology Related Job,273,AR,30,74,No,No,0.17,3665,733,0,2015,2 -64,150054,0.02,0.01,4251026445,1419,Yes,Master or equivalent,Male,No,Married,105,\N,0,1,57,Technology Related Job,273,AR,30,74,No,No,0.17,1043,1043,0,2015,3 -26,10954,0.01,0.02,4251073722,1420,Yes,Master or equivalent,Female,Yes,Married,43,\N,2,6,76,Non-technology Related Job,445,CO,227,89,No,No,0.63,6337,704,0,2015,1 -26,10954,0.01,0.02,4251073722,1420,Yes,Master or equivalent,Female,Yes,Married,43,\N,2,6,76,Non-technology Related Job,445,CO,227,89,No,No,0.63,3384,564,0,2015,2 -42,8983,0.03,0.03,4251040496,1421,Yes,High School or below,Female,Yes,Single,51,\N,0,4,16,Technology Related Job,305,MN,230,199,No,No,0.84,2171,361,0,2015,1 -42,8983,0.03,0.03,4251040496,1421,Yes,High School or below,Female,Yes,Single,51,\N,0,4,16,Technology Related Job,305,MN,230,199,No,No,0.84,835,835,0,2015,2 -72,119884,0.01,0,4251053126,1422,Yes,High School or below,Male,Yes,Single,109,\N,1,1,35,Non-technology Related Job,478,MS,427,214,No,Yes,0.3,1133,1133,0,2015,1 -72,119884,0.01,0,4251053126,1422,Yes,High School or below,Male,Yes,Single,109,\N,1,1,35,Non-technology Related Job,478,MS,427,214,No,Yes,0.3,3261,815,0,2015,2 -20,117913,0.03,0.01,4251062267,1423,Yes,High School or below,Female,Yes,Single,116,\N,0,7,75,Technology Related Job,338,SD,431,74,Yes,No,0.51,2486,621,0,2015,1 -20,117913,0.03,0.01,4251062267,1423,Yes,High School or below,Female,Yes,Single,116,\N,0,7,75,Technology Related Job,338,SD,431,74,Yes,No,0.51,3283,547,0,2015,2 -50,228813,0.01,0.02,4251053014,1424,Yes,High School or below,Male,No,Single,54,\N,1,4,94,Non-technology Related Job,10,TX,127,89,No,No,0.96,1097,219,0,2015,1 -50,228813,0.01,0.02,4251053014,1424,Yes,High School or below,Male,No,Single,54,\N,1,4,94,Non-technology Related Job,10,TX,127,89,No,No,0.96,4200,600,0,2015,2 -66,226842,0.03,0.03,4251026330,1425,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,0,2,34,Technology Related Job,371,GA,131,199,No,No,0.18,787,393,0,2015,1 -66,226842,0.03,0.03,4251026330,1425,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,0,2,34,Technology Related Job,371,GA,131,199,No,No,0.18,2079,519,0,2015,2 -29,87743,0.01,0,4251021013,1426,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,1,0,53,Non-technology Related Job,43,ID,328,214,No,No,0.63,4863,810,0,2015,1 -29,87743,0.01,0,4251021013,1426,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,1,0,53,Non-technology Related Job,43,ID,328,214,No,No,0.63,7082,885,0,2015,2 -45,85771,0.03,0.01,4251087922,1427,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,3,5,93,Technology Related Job,403,NH,331,74,No,No,0.84,386,386,0,2015,1 -45,85771,0.03,0.01,4251087922,1427,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,3,5,93,Technology Related Job,403,NH,331,74,No,No,0.84,2658,531,0,2015,2 -75,196672,0.02,0.02,4251093891,1428,Yes,Master or equivalent,Male,Yes,Single,65,\N,1,3,12,Non-technology Related Job,76,NJ,28,89,No,No,0.3,4072,581,0,2015,1 -75,196672,0.02,0.02,4251093891,1428,Yes,Master or equivalent,Male,Yes,Single,65,\N,1,3,12,Non-technology Related Job,76,NJ,28,89,No,No,0.3,2248,749,0,2015,2 -23,194701,0.04,0.03,4251098645,1429,Yes,PhD or equivalent,Female,Yes,Single,72,\N,3,0,52,Technology Related Job,436,WA,31,199,No,No,0.51,2572,514,0,2015,1 -23,194701,0.04,0.03,4251098645,1429,Yes,PhD or equivalent,Female,Yes,Single,72,\N,3,0,52,Technology Related Job,436,WA,31,199,No,No,0.51,7208,901,0,2015,2 -53,55601,0.02,0,4251058756,1430,Yes,High School or below,Male,Yes,Single,10,\N,0,6,71,Non-technology Related Job,108,WI,228,214,No,No,0.97,8438,843,0,2015,1 -53,55601,0.02,0,4251058756,1430,Yes,High School or below,Male,Yes,Single,10,\N,0,6,71,Non-technology Related Job,108,WI,228,214,No,No,0.97,3075,768,0,2015,2 -69,53630,0.04,0.01,4251021122,1431,Yes,High School or below,Male,Yes,Married,18,\N,3,3,11,Technology Related Job,468,KS,232,74,No,Yes,0.18,4533,566,0,2015,1 -69,53630,0.04,0.01,4251021122,1431,Yes,High School or below,Male,Yes,Married,18,\N,3,3,11,Technology Related Job,468,KS,232,74,No,Yes,0.18,3288,822,0,2015,2 -69,53630,0.04,0.01,4251021122,1431,Yes,High School or below,Male,Yes,Married,18,\N,3,3,11,Technology Related Job,468,KS,232,74,No,Yes,0.18,1976,988,0,2015,3 -32,164531,0.02,0.02,4251016685,1432,Yes,High School or below,Female,Yes,Married,76,\N,0,1,30,Non-technology Related Job,141,LA,429,89,No,No,0.63,4191,598,0,2015,1 -32,164531,0.02,0.02,4251016685,1432,Yes,High School or below,Female,Yes,Married,76,\N,0,1,30,Non-technology Related Job,141,LA,429,89,No,No,0.63,4341,868,0,2015,2 -32,164531,0.02,0.02,4251016685,1432,Yes,High School or below,Female,Yes,Married,76,\N,0,1,30,Non-technology Related Job,141,LA,429,89,No,No,0.63,865,865,0,2015,3 -47,162560,0.04,0.03,4251039602,1433,Yes,High School or below,Female,No,Single,83,\N,2,6,70,Technology Related Job,1,OH,432,199,No,No,0.84,3046,507,0,2015,1 -47,162560,0.04,0.03,4251039602,1433,Yes,High School or below,Female,No,Single,83,\N,2,6,70,Technology Related Job,1,OH,432,199,No,No,0.84,4744,593,0,2015,2 -47,162560,0.04,0.03,4251039602,1433,Yes,High School or below,Female,No,Single,83,\N,2,6,70,Technology Related Job,1,OH,432,199,No,No,0.84,133,133,0,2015,3 -78,23460,0.02,0,4251038606,1434,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,0,4,89,Non-technology Related Job,173,OR,129,214,No,No,0.3,277,277,1,2015,1 -78,23460,0.02,0,4251038606,1434,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,0,4,89,Non-technology Related Job,173,OR,129,214,No,No,0.3,4622,660,1,2015,2 -26,21489,0.04,0.01,4251089608,1435,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,2,1,29,Technology Related Job,33,AZ,132,74,No,No,0.51,5294,756,1,2015,1 -26,21489,0.04,0.01,4251089608,1435,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,2,1,29,Technology Related Job,33,AZ,132,74,No,No,0.51,3652,521,1,2015,2 -26,21489,0.04,0.01,4251089608,1435,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,2,1,29,Technology Related Job,33,AZ,132,74,No,No,0.51,227,113,1,2015,3 -56,132389,0.03,0.02,4251075441,1436,Yes,Bachelor or equivalent,Male,Yes,Single,86,\N,3,7,47,Non-technology Related Job,206,CA,329,89,No,No,0.97,2788,697,0,2015,1 -56,132389,0.03,0.02,4251075441,1436,Yes,Bachelor or equivalent,Male,Yes,Single,86,\N,3,7,47,Non-technology Related Job,206,CA,329,89,No,No,0.97,5719,817,0,2015,2 -72,130418,0.05,0.03,4251017159,1437,Yes,Master or equivalent,Male,Yes,Married,94,\N,2,4,88,Technology Related Job,66,MI,333,199,No,No,0.18,4771,681,0,2015,1 -72,130418,0.05,0.03,4251017159,1437,Yes,Master or equivalent,Male,Yes,Married,94,\N,2,4,88,Technology Related Job,66,MI,333,199,No,No,0.18,4151,691,0,2015,2 -34,241319,0.03,0,4251023676,1438,Yes,PhD or equivalent,Female,No,Married,32,\N,3,2,6,Non-technology Related Job,238,MS,30,214,No,No,0.63,8091,735,0,2015,1 -34,241319,0.03,0,4251023676,1438,Yes,PhD or equivalent,Female,No,Married,32,\N,3,2,6,Non-technology Related Job,238,MS,30,214,No,No,0.63,1703,851,0,2015,2 -50,239348,0.05,0.01,4251072114,1439,Yes,High School or below,Male,No,Married,39,\N,2,7,47,Technology Related Job,98,SD,33,74,No,No,0.85,1602,534,0,2015,1 -50,239348,0.05,0.01,4251072114,1439,Yes,High School or below,Male,No,Married,39,\N,2,7,47,Technology Related Job,98,SD,33,74,No,No,0.85,4781,597,0,2015,2 -50,239348,0.05,0.01,4251072114,1439,Yes,High School or below,Male,No,Married,39,\N,2,7,47,Technology Related Job,98,SD,33,74,No,No,0.85,179,179,0,2015,3 -13,100248,0.03,0.02,4251054748,1440,Yes,High School or below,Female,Yes,Married,97,\N,3,5,65,Non-technology Related Job,271,TX,230,89,Yes,No,0.3,9451,1050,0,2015,1 -13,100248,0.03,0.02,4251054748,1440,Yes,High School or below,Female,Yes,Married,97,\N,3,5,65,Non-technology Related Job,271,TX,230,89,Yes,No,0.3,1176,1176,0,2015,2 -28,98277,0.05,0.03,4251073308,1441,Yes,High School or below,Female,Yes,Single,105,\N,1,2,6,Technology Related Job,131,FL,233,199,No,No,0.51,5296,756,0,2015,1 -28,98277,0.05,0.03,4251073308,1441,Yes,High School or below,Female,Yes,Single,105,\N,1,2,6,Technology Related Job,131,FL,233,199,No,No,0.51,2515,503,0,2015,2 -59,209177,0.03,0,4251032158,1442,Yes,High School or below,Male,Yes,Single,43,\N,3,0,24,Non-technology Related Job,303,HI,430,214,No,No,0.97,1920,960,0,2015,1 -59,209177,0.03,0,4251032158,1442,Yes,High School or below,Male,Yes,Single,43,\N,3,0,24,Non-technology Related Job,303,HI,430,214,No,No,0.97,4984,830,0,2015,2 -75,207206,0.05,0.01,4251098284,1443,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,1,6,65,Technology Related Job,164,NV,434,74,No,No,0.18,4733,946,0,2015,1 -75,207206,0.05,0.01,4251098284,1443,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,1,6,65,Technology Related Job,164,NV,434,74,No,No,0.18,3081,770,0,2015,2 -37,68107,0.04,0.02,4251037014,1444,Yes,Bachelor or equivalent,Female,Yes,Single,108,\N,2,3,83,Non-technology Related Job,336,NJ,131,89,No,Yes,0.64,3056,1018,0,2015,1 -37,68107,0.04,0.02,4251037014,1444,Yes,Bachelor or equivalent,Female,Yes,Single,108,\N,2,3,83,Non-technology Related Job,336,NJ,131,89,No,Yes,0.64,2338,779,0,2015,2 -53,66136,0.06,0.03,4251066966,1445,Yes,Master or equivalent,Male,Yes,Married,116,\N,1,1,24,Technology Related Job,196,WA,134,199,No,No,0.85,6263,894,0,2015,1 -53,66136,0.06,0.03,4251066966,1445,Yes,Master or equivalent,Male,Yes,Married,116,\N,1,1,24,Technology Related Job,196,WA,134,199,No,No,0.85,2060,412,0,2015,2 -53,66136,0.06,0.03,4251066966,1445,Yes,Master or equivalent,Male,Yes,Married,116,\N,1,1,24,Technology Related Job,196,WA,134,199,No,No,0.85,799,799,0,2015,3 -15,177036,0.04,0,4251017915,1446,Yes,Master or equivalent,Female,Yes,Married,53,\N,2,6,42,Non-technology Related Job,369,WI,331,214,No,No,0.3,2916,972,0,2015,1 -15,177036,0.04,0,4251017915,1446,Yes,Master or equivalent,Female,Yes,Married,53,\N,2,6,42,Non-technology Related Job,369,WI,331,214,No,No,0.3,6063,866,0,2015,2 -31,175065,0.06,0.01,4251044578,1447,Yes,High School or below,Female,No,Single,61,\N,1,4,83,Technology Related Job,229,IA,334,74,No,No,0.51,4029,1007,0,2015,1 -31,175065,0.06,0.01,4251044578,1447,Yes,High School or below,Female,No,Single,61,\N,1,4,83,Technology Related Job,229,IA,334,74,No,No,0.51,4416,883,0,2015,2 -62,35966,0.04,0.02,4251075154,1448,Yes,High School or below,Male,Yes,Single,119,\N,2,1,1,Non-technology Related Job,401,KY,31,89,No,No,0.97,1601,533,0,2015,1 -62,35966,0.04,0.02,4251075154,1448,Yes,High School or below,Male,Yes,Single,119,\N,2,1,1,Non-technology Related Job,401,KY,31,89,No,No,0.97,4194,1048,0,2015,2 -78,33995,0.06,0.03,4251096047,1449,Yes,High School or below,Male,Yes,Single,6,\N,0,7,41,Technology Related Job,261,ND,34,199,No,No,0.18,1495,373,0,2015,1 -78,33995,0.06,0.03,4251096047,1449,Yes,High School or below,Male,Yes,Single,6,\N,0,7,41,Technology Related Job,261,ND,34,199,No,No,0.18,3507,1169,0,2015,2 -40,144895,0.04,0,4251032449,1450,Yes,High School or below,Female,Yes,Single,64,\N,2,4,60,Non-technology Related Job,434,OK,231,214,No,No,0.64,1046,1046,0,2015,1 -40,144895,0.04,0,4251032449,1450,Yes,High School or below,Female,Yes,Single,64,\N,2,4,60,Non-technology Related Job,434,OK,231,214,No,No,0.64,5471,911,0,2015,2 -56,142924,0.06,0.01,4251058696,1451,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,0,2,0,Technology Related Job,294,AZ,235,74,No,No,0.85,3782,540,0,2015,1 -56,142924,0.06,0.01,4251058696,1451,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,0,2,0,Technology Related Job,294,AZ,235,74,No,No,0.85,3043,760,0,2015,2 -18,3824,0.05,0.02,4251056552,1452,Yes,Bachelor or equivalent,Female,No,Married,10,\N,1,7,19,Non-technology Related Job,466,CA,432,89,No,No,0.3,1860,620,0,2015,1 -18,3824,0.05,0.02,4251056552,1452,Yes,Bachelor or equivalent,Female,No,Married,10,\N,1,7,19,Non-technology Related Job,466,CA,432,89,No,No,0.3,2972,990,0,2015,2 -34,1853,0.07,0.03,4251032620,1453,Yes,Master or equivalent,Female,No,Single,17,\N,0,5,59,Technology Related Job,326,MA,435,199,No,Yes,0.51,5063,723,0,2015,1 -34,1853,0.07,0.03,4251032620,1453,Yes,Master or equivalent,Female,No,Single,17,\N,0,5,59,Technology Related Job,326,MA,435,199,No,Yes,0.51,2449,489,0,2015,2 -64,112754,0.05,0,4251048207,1454,Yes,Master or equivalent,Male,Yes,Married,75,\N,1,3,78,Non-technology Related Job,499,MN,132,214,No,No,0.97,3481,696,0,2015,1 -64,112754,0.05,0,4251048207,1454,Yes,Master or equivalent,Male,Yes,Married,75,\N,1,3,78,Non-technology Related Job,499,MN,132,214,No,No,0.97,2352,392,0,2015,2 -12,110783,0.07,0.01,4251016252,1455,No,High School or below,Male,Yes,Single,82,\N,3,0,18,Technology Related Job,359,SC,135,74,No,No,0.18,2696,449,1,2015,1 -12,110783,0.07,0.01,4251016252,1455,No,High School or below,Male,Yes,Single,82,\N,3,0,18,Technology Related Job,359,SC,135,74,No,No,0.18,3097,516,1,2015,2 -12,110783,0.07,0.01,4251016252,1455,No,High School or below,Male,Yes,Single,82,\N,3,0,18,Technology Related Job,359,SC,135,74,No,No,0.18,94,94,1,2015,3 -43,221683,0.05,0.02,4251048112,1456,Yes,High School or below,Female,Yes,Single,20,\N,1,6,37,Non-technology Related Job,31,TN,332,89,No,No,0.64,6453,806,0,2015,1 -43,221683,0.05,0.02,4251048112,1456,Yes,High School or below,Female,Yes,Single,20,\N,1,6,37,Non-technology Related Job,31,TN,332,89,No,No,0.64,881,440,0,2015,2 -59,219712,0.07,0.03,4251055993,1457,Yes,High School or below,Male,Yes,Married,28,\N,3,3,77,Technology Related Job,391,FL,336,199,No,No,0.85,1165,1165,0,2015,1 -59,219712,0.07,0.03,4251055993,1457,Yes,High School or below,Male,Yes,Married,28,\N,3,3,77,Technology Related Job,391,FL,336,199,No,No,0.85,5385,1077,0,2015,2 -59,219712,0.07,0.03,4251055993,1457,Yes,High School or below,Male,Yes,Married,28,\N,3,3,77,Technology Related Job,391,FL,336,199,No,No,0.85,459,459,0,2015,3 -21,80612,0.05,0,4251085278,1458,Yes,High School or below,Female,No,Married,86,\N,0,1,96,Non-technology Related Job,64,HI,33,214,No,No,0.31,1305,435,1,2015,1 -21,80612,0.05,0,4251085278,1458,Yes,High School or below,Female,No,Married,86,\N,0,1,96,Non-technology Related Job,64,HI,33,214,No,No,0.31,3489,581,1,2015,2 -37,78641,0.07,0.01,4251017254,1459,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,3,6,36,Technology Related Job,424,NE,36,74,No,No,0.52,2941,735,0,2015,1 -37,78641,0.07,0.01,4251017254,1459,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,3,6,36,Technology Related Job,424,NE,36,74,No,No,0.52,4046,674,0,2015,2 -67,189542,0.06,0.02,4251021130,1460,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,0,4,55,Non-technology Related Job,96,NH,233,89,No,No,0.97,5061,1012,0,2015,1 -67,189542,0.06,0.02,4251021130,1460,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,0,4,55,Non-technology Related Job,96,NH,233,89,No,No,0.97,4312,1078,0,2015,2 -15,187571,0,0.03,4251047136,1461,Yes,Bachelor or equivalent,Male,No,Single,39,\N,3,1,95,Non-technology Related Job,457,VA,236,199,No,No,0.18,4063,677,0,2015,1 -15,187571,0,0.03,4251047136,1461,Yes,Bachelor or equivalent,Male,No,Single,39,\N,3,1,95,Non-technology Related Job,457,VA,236,199,No,No,0.18,2966,494,0,2015,2 -46,48471,0.06,0,4251072664,1462,Yes,Master or equivalent,Female,Yes,Single,97,\N,0,7,14,Non-technology Related Job,129,WV,433,214,Yes,No,0.64,1782,594,1,2015,1 -46,48471,0.06,0,4251072664,1462,Yes,Master or equivalent,Female,Yes,Single,97,\N,0,7,14,Non-technology Related Job,129,WV,433,214,Yes,No,0.64,7065,642,1,2015,2 -61,46500,0,0.01,4251013923,1463,Yes,High School or below,Male,Yes,Married,104,\N,2,4,54,Non-technology Related Job,489,IA,437,74,No,No,0.85,3794,758,0,2015,1 -61,46500,0,0.01,4251013923,1463,Yes,High School or below,Male,Yes,Married,104,\N,2,4,54,Non-technology Related Job,489,IA,437,74,No,No,0.85,3295,659,0,2015,2 -24,157401,0.06,0.02,4251081756,1464,Yes,High School or below,Female,Yes,Single,42,\N,0,2,72,Non-technology Related Job,162,KY,134,89,No,No,0.31,3103,1034,0,2015,1 -24,157401,0.06,0.02,4251081756,1464,Yes,High School or below,Female,Yes,Single,42,\N,0,2,72,Non-technology Related Job,162,KY,134,89,No,No,0.31,6350,1058,0,2015,2 -40,155429,0,0.03,4251074844,1465,Yes,High School or below,Female,Yes,Married,49,\N,2,7,13,Non-technology Related Job,22,NC,137,199,No,No,0.52,4471,638,0,2015,1 -40,155429,0,0.03,4251074844,1465,Yes,High School or below,Female,Yes,Married,49,\N,2,7,13,Non-technology Related Job,22,NC,137,199,No,No,0.52,4066,1016,0,2015,2 -70,16330,0.06,0,4251018312,1466,Yes,High School or below,Male,No,Married,107,\N,3,5,31,Non-technology Related Job,194,OH,334,213,No,Yes,0.97,6197,774,0,2015,1 -70,16330,0.06,0,4251018312,1466,Yes,High School or below,Male,No,Married,107,\N,3,5,31,Non-technology Related Job,194,OH,334,213,No,Yes,0.97,3189,531,0,2015,2 -18,14359,0,0.01,4251030478,1467,Yes,High School or below,Female,No,Single,115,\N,2,2,72,Non-technology Related Job,54,AK,337,73,No,No,0.18,2491,830,1,2015,1 -18,14359,0,0.01,4251030478,1467,Yes,High School or below,Female,No,Single,115,\N,2,2,72,Non-technology Related Job,54,AK,337,73,No,No,0.18,1571,392,1,2015,2 -48,125259,0.07,0.02,4251010300,1468,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,3,0,90,Non-technology Related Job,227,AR,34,88,No,No,0.64,4881,697,0,2015,1 -48,125259,0.07,0.02,4251010300,1468,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,3,0,90,Non-technology Related Job,227,AR,34,88,No,No,0.64,4371,1092,0,2015,2 -64,123288,0.01,0.03,4251045994,1469,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,2,5,31,Non-technology Related Job,87,MA,38,198,No,No,0.85,3638,606,0,2015,1 -64,123288,0.01,0.03,4251045994,1469,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,2,5,31,Non-technology Related Job,87,MA,38,198,No,No,0.85,2798,699,0,2015,2 -27,234189,0.07,0,4251083436,1470,Yes,Bachelor or equivalent,Female,Yes,Single,118,\N,3,3,49,Non-technology Related Job,259,MN,234,213,No,No,0.31,3575,510,0,2015,1 -27,234189,0.07,0,4251083436,1470,Yes,Bachelor or equivalent,Female,Yes,Single,118,\N,3,3,49,Non-technology Related Job,259,MN,234,213,No,No,0.31,3066,766,0,2015,2 -42,232218,0.01,0.01,4251060397,1471,Yes,PhD or equivalent,Female,Yes,Married,6,\N,1,1,90,Non-technology Related Job,119,SC,238,73,No,No,0.52,2030,1015,0,2015,1 -42,232218,0.01,0.01,4251060397,1471,Yes,PhD or equivalent,Female,Yes,Married,6,\N,1,1,90,Non-technology Related Job,119,SC,238,73,No,No,0.52,3704,926,0,2015,2 -42,232218,0.01,0.01,4251060397,1471,Yes,PhD or equivalent,Female,Yes,Married,6,\N,1,1,90,Non-technology Related Job,119,SC,238,73,No,No,0.52,2122,1061,0,2015,3 -73,93118,0.07,0.02,4251012707,1472,Yes,High School or below,Male,No,Married,63,\N,2,6,8,Non-technology Related Job,292,SD,435,88,No,No,0.97,709,354,0,2015,1 -73,93118,0.07,0.02,4251012707,1472,Yes,High School or below,Male,No,Married,63,\N,2,6,8,Non-technology Related Job,292,SD,435,88,No,No,0.97,7385,820,0,2015,2 -21,91147,0.01,0.03,4251032034,1473,Yes,High School or below,Female,Yes,Single,71,\N,1,4,49,Non-technology Related Job,152,DE,438,198,No,No,0.19,2560,853,0,2015,1 -21,91147,0.01,0.03,4251032034,1473,Yes,High School or below,Female,Yes,Single,71,\N,1,4,49,Non-technology Related Job,152,DE,438,198,No,No,0.19,2018,504,0,2015,2 -51,202047,0.07,0,4251035217,1474,Yes,High School or below,Male,Yes,Married,9,\N,2,1,67,Non-technology Related Job,324,GA,135,213,No,No,0.64,2542,847,0,2015,1 -51,202047,0.07,0,4251035217,1474,Yes,High School or below,Male,Yes,Married,9,\N,2,1,67,Non-technology Related Job,324,GA,135,213,No,No,0.64,3123,780,0,2015,2 -51,202047,0.07,0,4251035217,1474,Yes,High School or below,Male,Yes,Married,9,\N,2,1,67,Non-technology Related Job,324,GA,135,213,No,No,0.64,867,867,0,2015,3 -67,200076,0.01,0.01,4251079929,1475,Yes,High School or below,Male,Yes,Single,16,\N,1,7,8,Non-technology Related Job,184,NE,138,73,No,Yes,0.85,6214,887,0,2015,1 -67,200076,0.01,0.01,4251079929,1475,Yes,High School or below,Male,Yes,Single,16,\N,1,7,8,Non-technology Related Job,184,NE,138,73,No,Yes,0.85,7223,722,0,2015,2 -29,60977,0,0.01,4251068220,1476,Yes,Bachelor or equivalent,Female,Yes,Single,74,\N,2,4,26,Non-technology Related Job,357,NH,335,88,No,No,0.31,2447,815,0,2015,1 -29,60977,0,0.01,4251068220,1476,Yes,Bachelor or equivalent,Female,Yes,Single,74,\N,2,4,26,Non-technology Related Job,357,NH,335,88,No,No,0.31,3922,784,0,2015,2 -45,59006,0.02,0.03,4251030119,1477,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,0,2,66,Non-technology Related Job,217,VA,339,198,No,No,0.52,3163,527,0,2015,1 -45,59006,0.02,0.03,4251030119,1477,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,0,2,66,Non-technology Related Job,217,VA,339,198,No,No,0.52,4002,571,0,2015,2 -45,59006,0.02,0.03,4251030119,1477,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,0,2,66,Non-technology Related Job,217,VA,339,198,No,No,0.52,426,426,0,2015,3 -76,169906,0,0.03,4251094013,1478,Yes,Bachelor or equivalent,Male,Yes,Married,20,\N,2,7,85,Non-technology Related Job,389,WA,36,213,No,No,0.98,1241,310,0,2015,1 -76,169906,0,0.03,4251094013,1478,Yes,Bachelor or equivalent,Male,Yes,Married,20,\N,2,7,85,Non-technology Related Job,389,WA,36,213,No,No,0.98,4151,1037,0,2015,2 -23,167935,0.02,0.01,4251010005,1479,Yes,Master or equivalent,Female,Yes,Married,27,\N,0,5,25,Non-technology Related Job,250,IN,39,73,No,No,0.19,4237,706,0,2015,1 -23,167935,0.02,0.01,4251010005,1479,Yes,Master or equivalent,Female,Yes,Married,27,\N,0,5,25,Non-technology Related Job,250,IN,39,73,No,No,0.19,4324,720,0,2015,2 -54,28835,0,0.01,4251093940,1480,Yes,PhD or equivalent,Male,No,Married,85,\N,1,2,44,Non-technology Related Job,422,KS,236,88,No,No,0.64,3985,996,0,2015,1 -54,28835,0,0.01,4251093940,1480,Yes,PhD or equivalent,Male,No,Married,85,\N,1,2,44,Non-technology Related Job,422,KS,236,88,No,No,0.64,5688,711,0,2015,2 -70,26864,0.02,0.03,4251028282,1481,Yes,High School or below,Male,No,Single,92,\N,0,0,84,Non-technology Related Job,282,NC,239,198,No,No,0.85,5289,881,0,2015,1 -70,26864,0.02,0.03,4251028282,1481,Yes,High School or below,Male,No,Single,92,\N,0,0,84,Non-technology Related Job,282,NC,239,198,No,No,0.85,2440,813,0,2015,2 -70,26864,0.02,0.03,4251028282,1481,Yes,High School or below,Male,No,Single,92,\N,0,0,84,Non-technology Related Job,282,NC,239,198,No,No,0.85,870,870,0,2015,3 -32,137765,0,0.03,4251062372,1482,Yes,High School or below,Female,Yes,Single,30,\N,1,6,3,Non-technology Related Job,455,OH,436,213,No,No,0.31,2489,622,0,2015,1 -32,137765,0,0.03,4251062372,1482,Yes,High School or below,Female,Yes,Single,30,\N,1,6,3,Non-technology Related Job,455,OH,436,213,No,No,0.31,1741,580,0,2015,2 -48,135794,0.02,0.01,4251092095,1483,Yes,High School or below,Female,Yes,Married,38,\N,0,3,43,Non-technology Related Job,315,AK,440,73,No,No,0.52,5392,770,0,2015,1 -48,135794,0.02,0.01,4251092095,1483,Yes,High School or below,Female,Yes,Married,38,\N,0,3,43,Non-technology Related Job,315,AK,440,73,No,No,0.52,181,181,0,2015,2 -78,246694,0.01,0.01,4251023545,1484,Yes,High School or below,Male,Yes,Single,96,\N,1,1,62,Others,487,AZ,137,88,No,No,0.98,4250,1062,0,2015,1 -78,246694,0.01,0.01,4251023545,1484,Yes,High School or below,Male,Yes,Single,96,\N,1,1,62,Others,487,AZ,137,88,No,No,0.98,5496,687,0,2015,2 -26,244723,0.03,0.03,4251030151,1485,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,3,6,2,Non-technology Related Job,347,MD,140,198,No,No,0.19,4893,978,0,2015,1 -26,244723,0.03,0.03,4251030151,1485,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,3,6,2,Non-technology Related Job,347,MD,140,198,No,No,0.19,1369,684,0,2015,2 -57,105624,0.01,0.03,4251096429,1486,Yes,Bachelor or equivalent,Male,No,Married,41,\N,1,4,21,Others,20,MI,337,213,No,No,0.64,2145,715,0,2015,1 -57,105624,0.01,0.03,4251096429,1486,Yes,Bachelor or equivalent,Male,No,Married,41,\N,1,4,21,Others,20,MI,337,213,No,No,0.64,3489,697,0,2015,2 -57,105624,0.01,0.03,4251096429,1486,Yes,Bachelor or equivalent,Male,No,Married,41,\N,1,4,21,Others,20,MI,337,213,No,No,0.64,712,712,0,2015,3 -73,103653,0.03,0.01,4251017450,1487,Yes,Master or equivalent,Male,Yes,Single,49,\N,3,1,61,Non-technology Related Job,380,RI,340,73,Yes,No,0.86,3298,824,0,2015,1 -73,103653,0.03,0.01,4251017450,1487,Yes,Master or equivalent,Male,Yes,Single,49,\N,3,1,61,Non-technology Related Job,380,RI,340,73,Yes,No,0.86,2344,1172,0,2015,2 -35,214553,0.01,0.01,4251029654,1488,Yes,Master or equivalent,Female,Yes,Single,107,\N,0,7,80,Others,52,SD,37,88,No,Yes,0.31,5443,1088,0,2015,1 -35,214553,0.01,0.01,4251029654,1488,Yes,Master or equivalent,Female,Yes,Single,107,\N,0,7,80,Others,52,SD,37,88,No,Yes,0.31,2583,516,0,2015,2 -51,212582,0.03,0.03,4251078482,1489,Yes,High School or below,Female,Yes,Single,114,\N,3,4,20,Non-technology Related Job,412,DE,41,198,No,No,0.52,4013,802,1,2015,1 -51,212582,0.03,0.03,4251078482,1489,Yes,High School or below,Female,Yes,Single,114,\N,3,4,20,Non-technology Related Job,412,DE,41,198,No,No,0.52,6457,922,1,2015,2 -13,73482,0.01,0.03,4251096090,1490,Yes,High School or below,Male,Yes,Single,52,\N,0,2,39,Others,85,FL,238,213,No,No,0.98,3637,909,0,2015,1 -13,73482,0.01,0.03,4251096090,1490,Yes,High School or below,Male,Yes,Single,52,\N,0,2,39,Others,85,FL,238,213,No,No,0.98,3260,465,0,2015,2 -29,71511,0.03,0.01,4251015287,1491,Yes,High School or below,Female,Yes,Married,59,\N,2,7,79,Non-technology Related Job,445,MT,241,73,No,No,0.19,5286,881,0,2015,1 -29,71511,0.03,0.01,4251015287,1491,Yes,High School or below,Female,Yes,Married,59,\N,2,7,79,Non-technology Related Job,445,MT,241,73,No,No,0.19,5342,763,0,2015,2 -59,182412,0.02,0.01,4251040253,1492,Yes,High School or below,Male,Yes,Married,117,\N,0,5,97,Others,117,NV,438,88,No,No,0.65,5043,840,0,2015,1 -59,182412,0.02,0.01,4251040253,1492,Yes,High School or below,Male,Yes,Married,117,\N,0,5,97,Others,117,NV,438,88,No,No,0.65,4351,543,0,2015,2 -75,180441,0.04,0.03,4251069983,1493,Yes,Bachelor or equivalent,Male,Yes,Single,5,\N,2,2,38,Non-technology Related Job,478,VT,441,198,No,No,0.86,8318,1039,0,2015,1 -75,180441,0.04,0.03,4251069983,1493,Yes,Bachelor or equivalent,Male,Yes,Single,5,\N,2,2,38,Non-technology Related Job,478,VT,441,198,No,No,0.86,4668,583,0,2015,2 -75,180441,0.04,0.03,4251069983,1493,Yes,Bachelor or equivalent,Male,Yes,Single,5,\N,2,2,38,Non-technology Related Job,478,VT,441,198,No,No,0.86,1251,1251,0,2015,3 -38,41341,0.02,0.03,4251052737,1494,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,3,0,56,Others,150,WA,138,213,No,No,0.31,2483,620,1,2015,1 -38,41341,0.02,0.03,4251052737,1494,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,3,0,56,Others,150,WA,138,213,No,No,0.31,4990,831,1,2015,2 -54,39370,0.04,0.01,4251024418,1495,Yes,Master or equivalent,Female,No,Single,70,\N,2,5,97,Non-technology Related Job,10,IN,142,73,No,No,0.52,8219,821,0,2015,1 -54,39370,0.04,0.01,4251024418,1495,Yes,Master or equivalent,Female,No,Single,70,\N,2,5,97,Non-technology Related Job,10,IN,142,73,No,No,0.52,5235,872,0,2015,2 -16,150270,0.02,0.01,4251079097,1496,Yes,Master or equivalent,Male,Yes,Single,8,\N,3,3,15,Others,182,IA,338,88,No,No,0.98,4505,901,0,2015,1 -16,150270,0.02,0.01,4251079097,1496,Yes,Master or equivalent,Male,Yes,Single,8,\N,3,3,15,Others,182,IA,338,88,No,No,0.98,3671,734,0,2015,2 -32,148299,0.04,0.03,4251082514,1497,Yes,High School or below,Female,Yes,Married,16,\N,2,0,56,Non-technology Related Job,43,NY,342,198,No,Yes,0.19,2826,471,0,2015,1 -32,148299,0.04,0.03,4251082514,1497,Yes,High School or below,Female,Yes,Married,16,\N,2,0,56,Non-technology Related Job,43,NY,342,198,No,Yes,0.19,6395,799,0,2015,2 -62,9200,0.02,0.03,4251090428,1498,Yes,High School or below,Male,Yes,Married,73,\N,3,6,74,Others,215,ND,39,213,No,No,0.65,6517,814,0,2015,1 -62,9200,0.02,0.03,4251090428,1498,Yes,High School or below,Male,Yes,Married,73,\N,3,6,74,Others,215,ND,39,213,No,No,0.65,3363,560,0,2015,2 -78,7229,0.05,0.01,4251081416,1499,Yes,High School or below,Male,Yes,Single,81,\N,1,4,15,Non-technology Related Job,75,AL,42,73,No,No,0.86,5621,1124,0,2015,1 -78,7229,0.05,0.01,4251081416,1499,Yes,High School or below,Male,Yes,Single,81,\N,1,4,15,Non-technology Related Job,75,AL,42,73,No,No,0.86,4946,618,0,2015,2 -41,118129,0.03,0.01,4251067558,1500,Yes,High School or below,Female,No,Married,19,\N,3,1,33,Others,248,AZ,239,88,No,No,0.31,4034,672,0,2015,1 -41,118129,0.03,0.01,4251067558,1500,Yes,High School or below,Female,No,Married,19,\N,3,1,33,Others,248,AZ,239,88,No,No,0.31,2353,784,0,2015,2 -41,118129,0.03,0.01,4251067558,1500,Yes,High School or below,Female,No,Married,19,\N,3,1,33,Others,248,AZ,239,88,No,No,0.31,278,278,0,2015,3 -56,116158,0.05,0.03,4251017478,1501,No,Bachelor or equivalent,Male,Yes,Single,26,\N,1,7,74,Non-technology Related Job,108,MD,242,198,No,No,0.53,4391,878,0,2015,1 -56,116158,0.05,0.03,4251017478,1501,No,Bachelor or equivalent,Male,Yes,Single,26,\N,1,7,74,Non-technology Related Job,108,MD,242,198,No,No,0.53,3393,678,0,2015,2 -19,227058,0.03,0.03,4251066698,1502,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,2,4,92,Others,280,MA,439,213,No,No,0.98,932,932,0,2015,1 -19,227058,0.03,0.03,4251066698,1502,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,2,4,92,Others,280,MA,439,213,No,No,0.98,7452,677,0,2015,2 -35,225087,0.05,0.01,4251055634,1503,Yes,Bachelor or equivalent,Female,Yes,Married,92,\N,1,2,33,Non-technology Related Job,140,PA,443,73,No,No,0.19,10378,1037,1,2015,1 -35,225087,0.05,0.01,4251055634,1503,Yes,Bachelor or equivalent,Female,Yes,Married,92,\N,1,2,33,Non-technology Related Job,140,PA,443,73,No,No,0.19,4664,932,1,2015,2 -65,85988,0.03,0.01,4251067276,1504,Yes,Master or equivalent,Male,Yes,Married,30,\N,2,7,51,Others,313,SC,140,88,Yes,No,0.65,963,963,0,2015,1 -65,85988,0.03,0.01,4251067276,1504,Yes,Master or equivalent,Male,Yes,Married,30,\N,2,7,51,Others,313,SC,140,88,Yes,No,0.65,3178,529,0,2015,2 -13,84017,0.05,0.03,4251020839,1505,Yes,High School or below,Male,Yes,Married,37,\N,1,5,92,Non-technology Related Job,173,CT,143,198,No,No,0.86,7500,833,0,2015,1 -13,84017,0.05,0.03,4251020839,1505,Yes,High School or below,Male,Yes,Married,37,\N,1,5,92,Non-technology Related Job,173,CT,143,198,No,No,0.86,672,336,0,2015,2 -43,194917,0.03,0.03,4251082826,1506,Yes,High School or below,Female,Yes,Married,95,\N,2,2,10,Others,345,FL,340,213,No,No,0.32,2581,860,0,2015,1 -43,194917,0.03,0.03,4251082826,1506,Yes,High School or below,Female,Yes,Married,95,\N,2,2,10,Others,345,FL,340,213,No,No,0.32,7257,806,0,2015,2 -59,192946,0.06,0.01,4251032745,1507,Yes,High School or below,Male,Yes,Single,102,\N,0,0,50,Non-technology Related Job,205,MT,343,73,No,No,0.53,7656,957,0,2015,1 -59,192946,0.06,0.01,4251032745,1507,Yes,High School or below,Male,Yes,Single,102,\N,0,0,50,Non-technology Related Job,205,MT,343,73,No,No,0.53,5033,1006,0,2015,2 -22,53847,0.04,0.01,4251089459,1508,Yes,High School or below,Female,Yes,Single,40,\N,2,5,69,Others,378,NE,40,88,No,No,0.98,3425,856,0,2015,1 -22,53847,0.04,0.01,4251089459,1508,Yes,High School or below,Female,Yes,Single,40,\N,2,5,69,Others,378,NE,40,88,No,No,0.98,2427,606,0,2015,2 -37,51876,0.06,0.03,4251091839,1509,Yes,High School or below,Female,No,Married,48,\N,0,3,9,Non-technology Related Job,238,UT,44,198,No,No,0.19,6291,1048,0,2015,1 -68,162776,0.04,0.03,4251089811,1510,Yes,Bachelor or equivalent,Male,Yes,Single,106,\N,1,1,28,Others,410,VA,241,213,No,Yes,0.65,3702,617,0,2015,1 -68,162776,0.04,0.03,4251089811,1510,Yes,Bachelor or equivalent,Male,Yes,Single,106,\N,1,1,28,Others,410,VA,241,213,No,Yes,0.65,7558,839,0,2015,2 -16,160805,0.06,0.01,4251056488,1511,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,0,6,68,Non-technology Related Job,271,IL,244,73,No,No,0.86,2886,721,0,2015,1 -16,160805,0.06,0.01,4251056488,1511,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,0,6,68,Non-technology Related Job,271,IL,244,73,No,No,0.86,578,192,0,2015,2 -46,21705,0.04,0.01,4251055428,1512,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,1,4,87,Others,443,IA,441,88,No,No,0.32,2175,725,0,2015,1 -46,21705,0.04,0.01,4251055428,1512,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,1,4,87,Others,443,IA,441,88,No,No,0.32,2947,982,0,2015,2 -62,19734,0.06,0.03,4251039591,1513,Yes,PhD or equivalent,Male,Yes,Single,59,\N,3,1,27,Non-technology Related Job,303,NY,444,198,No,No,0.53,3707,741,0,2015,1 -62,19734,0.06,0.03,4251039591,1513,Yes,PhD or equivalent,Male,Yes,Single,59,\N,3,1,27,Non-technology Related Job,303,NY,444,198,No,No,0.53,3699,924,0,2015,2 -24,130635,0.05,0.03,4251044830,1514,Yes,High School or below,Female,No,Single,117,\N,1,7,46,Others,475,ND,141,213,No,No,0.98,496,248,0,2015,1 -24,130635,0.05,0.03,4251044830,1514,Yes,High School or below,Female,No,Single,117,\N,1,7,46,Others,475,ND,141,213,No,No,0.98,4305,717,0,2015,2 -40,128664,0.07,0.01,4251056211,1515,Yes,High School or below,Female,No,Single,4,\N,3,4,86,Non-technology Related Job,336,WY,145,73,No,No,0.19,3481,696,0,2015,1 -40,128664,0.07,0.01,4251056211,1515,Yes,High School or below,Female,No,Single,4,\N,3,4,86,Non-technology Related Job,336,WY,145,73,No,No,0.19,3483,870,0,2015,2 -71,239564,0.05,0.01,4251030895,1516,Yes,High School or below,Male,Yes,Single,62,\N,0,2,5,Others,8,AK,342,88,No,No,0.65,5700,950,0,2015,1 -71,239564,0.05,0.01,4251030895,1516,Yes,High School or below,Male,Yes,Single,62,\N,0,2,5,Others,8,AK,342,88,No,No,0.65,5454,909,0,2015,2 -71,239564,0.05,0.01,4251030895,1516,Yes,High School or below,Male,Yes,Single,62,\N,0,2,5,Others,8,AK,342,88,No,No,0.65,1242,1242,0,2015,3 -19,237593,0.07,0.03,4251032291,1517,Yes,High School or below,Male,Yes,Married,69,\N,3,7,45,Non-technology Related Job,368,ME,345,198,No,No,0.86,2458,491,0,2015,1 -19,237593,0.07,0.03,4251032291,1517,Yes,High School or below,Male,Yes,Married,69,\N,3,7,45,Non-technology Related Job,368,ME,345,198,No,No,0.86,1966,983,0,2015,2 -49,98493,0.05,0.03,4251070243,1518,Yes,High School or below,Female,Yes,Married,7,\N,0,5,64,Others,41,MA,42,213,No,No,0.32,4065,677,1,2015,1 -49,98493,0.05,0.03,4251070243,1518,Yes,High School or below,Female,Yes,Married,7,\N,0,5,64,Others,41,MA,42,213,No,No,0.32,7867,983,1,2015,2 -49,98493,0.05,0.03,4251070243,1518,Yes,High School or below,Female,Yes,Married,7,\N,0,5,64,Others,41,MA,42,213,No,No,0.32,422,422,1,2015,3 -65,96522,0.07,0.01,4251015932,1519,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,3,2,4,Non-technology Related Job,401,PA,45,73,No,Yes,0.53,6230,890,0,2015,1 -65,96522,0.07,0.01,4251015932,1519,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,3,2,4,Non-technology Related Job,401,PA,45,73,No,Yes,0.53,3202,533,0,2015,2 -27,207423,0.05,0.01,4251098198,1520,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,0,0,23,Others,73,SC,242,88,No,No,0.99,3206,1068,0,2015,1 -27,207423,0.05,0.01,4251098198,1520,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,0,0,23,Others,73,SC,242,88,No,No,0.99,3858,964,0,2015,2 -43,205452,0.07,0.03,4251061395,1521,Yes,Master or equivalent,Female,Yes,Single,80,\N,2,5,63,Non-technology Related Job,433,CO,245,198,No,No,0.2,1645,235,0,2015,1 -43,205452,0.07,0.03,4251061395,1521,Yes,Master or equivalent,Female,Yes,Single,80,\N,2,5,63,Non-technology Related Job,433,CO,245,198,No,No,0.2,1362,681,0,2015,2 -43,205452,0.07,0.03,4251061395,1521,Yes,Master or equivalent,Female,Yes,Single,80,\N,2,5,63,Non-technology Related Job,433,CO,245,198,No,No,0.2,1096,1096,0,2015,3 -73,66352,0.06,0.03,4251085862,1522,Yes,PhD or equivalent,Male,Yes,Single,18,\N,0,3,81,Others,106,DE,442,213,No,No,0.65,374,124,0,2015,1 -73,66352,0.06,0.03,4251085862,1522,Yes,PhD or equivalent,Male,Yes,Single,18,\N,0,3,81,Others,106,DE,442,213,No,No,0.65,2765,460,0,2015,2 -21,64381,0,0.01,4251017986,1523,Yes,High School or below,Male,No,Married,26,\N,2,0,22,Non-technology Related Job,466,MO,446,73,No,No,0.86,5816,1163,0,2015,1 -21,64381,0,0.01,4251017986,1523,Yes,High School or below,Male,No,Married,26,\N,2,0,22,Non-technology Related Job,466,MO,446,73,No,No,0.86,1386,1386,0,2015,2 -52,175282,0.06,0.01,4251042687,1524,Yes,High School or below,Female,Yes,Married,83,\N,3,6,40,Others,138,NE,143,88,No,No,0.32,4504,900,0,2015,1 -52,175282,0.06,0.01,4251042687,1524,Yes,High School or below,Female,Yes,Married,83,\N,3,6,40,Others,138,NE,143,88,No,No,0.32,5278,754,0,2015,2 -68,173311,0,0.03,4251049037,1525,Yes,High School or below,Male,Yes,Married,91,\N,2,3,81,Non-technology Related Job,498,UT,146,198,No,No,0.53,7293,663,0,2015,1 -68,173311,0,0.03,4251049037,1525,Yes,High School or below,Male,Yes,Married,91,\N,2,3,81,Non-technology Related Job,498,UT,146,198,No,No,0.53,6306,788,0,2015,2 -30,34211,0.06,0.03,4251069216,1526,Yes,High School or below,Female,Yes,Married,29,\N,3,1,99,Others,171,VA,343,213,Yes,No,0.99,5990,998,0,2015,1 -30,34211,0.06,0.03,4251069216,1526,Yes,High School or below,Female,Yes,Married,29,\N,3,1,99,Others,171,VA,343,213,Yes,No,0.99,1019,509,0,2015,2 -46,32240,0,0.01,4251063096,1527,Yes,Bachelor or equivalent,Female,Yes,Single,36,\N,2,7,40,Non-technology Related Job,31,ID,346,73,No,No,0.2,5226,746,0,2015,1 -46,32240,0,0.01,4251063096,1527,Yes,Bachelor or equivalent,Female,Yes,Single,36,\N,2,7,40,Non-technology Related Job,31,ID,346,73,No,No,0.2,3077,1025,0,2015,2 -76,143140,0.06,0.01,4251034212,1528,Yes,Bachelor or equivalent,Male,No,Single,94,\N,3,4,58,Others,203,IN,43,88,No,No,0.65,2748,392,0,2015,1 -76,143140,0.06,0.01,4251034212,1528,Yes,Bachelor or equivalent,Male,No,Single,94,\N,3,4,58,Others,203,IN,43,88,No,No,0.65,2261,753,0,2015,2 -24,141169,0,0.03,4251040126,1529,Yes,Master or equivalent,Female,No,Married,102,\N,1,2,99,Non-technology Related Job,64,NM,47,198,No,No,0.86,3250,650,1,2015,1 -24,141169,0,0.03,4251040126,1529,Yes,Master or equivalent,Female,No,Married,102,\N,1,2,99,Non-technology Related Job,64,NM,47,198,No,No,0.86,3125,520,1,2015,2 -55,2070,0.07,0.03,4251017279,1530,Yes,Master or equivalent,Female,Yes,Single,40,\N,3,7,17,Others,236,NC,244,213,No,No,0.32,2462,1231,0,2015,1 -55,2070,0.07,0.03,4251017279,1530,Yes,Master or equivalent,Female,Yes,Single,40,\N,3,7,17,Others,236,NC,244,213,No,No,0.32,3815,763,0,2015,2 -70,99,0.01,0.01,4251041021,1531,Yes,High School or below,Male,Yes,Married,47,\N,1,5,58,Non-technology Related Job,96,WY,247,73,No,No,0.53,2831,471,0,2015,1 -70,99,0.01,0.01,4251041021,1531,Yes,High School or below,Male,Yes,Married,47,\N,1,5,58,Non-technology Related Job,96,WY,247,73,No,No,0.53,3938,656,0,2015,2 -33,110999,0.07,0.01,4251089315,1532,Yes,High School or below,Female,Yes,Married,105,\N,2,2,76,Others,268,AK,444,88,No,Yes,0.99,6647,830,0,2015,1 -33,110999,0.07,0.01,4251089315,1532,Yes,High School or below,Female,Yes,Married,105,\N,2,2,76,Others,268,AK,444,88,No,Yes,0.99,911,911,0,2015,2 -49,109028,0.01,0.03,4251030555,1533,Yes,High School or below,Female,Yes,Single,112,\N,1,0,17,Non-technology Related Job,129,LA,447,198,No,No,0.2,2178,544,0,2015,1 -49,109028,0.01,0.03,4251030555,1533,Yes,High School or below,Female,Yes,Single,112,\N,1,0,17,Non-technology Related Job,129,LA,447,198,No,No,0.2,2410,401,0,2015,2 -79,219928,0.07,0.03,4251009979,1534,Yes,High School or below,Male,No,Single,50,\N,2,5,35,Others,301,MD,144,213,No,No,0.65,3420,684,0,2015,1 -79,219928,0.07,0.03,4251009979,1534,Yes,High School or below,Male,No,Single,50,\N,2,5,35,Others,301,MD,144,213,No,No,0.65,7957,884,0,2015,2 -27,217957,0.01,0.01,4251099912,1535,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,0,3,75,Non-technology Related Job,161,OR,148,73,No,No,0.87,2673,891,0,2015,1 -27,217957,0.01,0.01,4251099912,1535,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,0,3,75,Non-technology Related Job,161,OR,148,73,No,No,0.87,6862,857,0,2015,2 -57,78858,0.07,0.01,4251077779,1536,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,2,0,94,Others,334,RI,345,88,No,No,0.32,7770,863,0,2015,1 -57,78858,0.07,0.01,4251077779,1536,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,2,0,94,Others,334,RI,345,88,No,No,0.32,3899,649,0,2015,2 -73,76887,0.01,0.03,4251037099,1537,Yes,Bachelor or equivalent,Male,No,Married,3,\N,0,6,34,Non-technology Related Job,194,CO,348,198,No,No,0.53,4626,925,0,2015,1 -73,76887,0.01,0.03,4251037099,1537,Yes,Bachelor or equivalent,Male,No,Married,3,\N,0,6,34,Non-technology Related Job,194,CO,348,198,No,No,0.53,1275,425,0,2015,2 -36,187787,0,0.03,4251032456,1538,Yes,Master or equivalent,Female,Yes,Married,61,\N,1,3,53,Others,366,DE,45,213,No,No,0.99,2789,464,0,2015,1 -36,187787,0,0.03,4251032456,1538,Yes,Master or equivalent,Female,Yes,Married,61,\N,1,3,53,Others,366,DE,45,213,No,No,0.99,2083,520,0,2015,2 -51,185816,0.02,0.01,4251017280,1539,Yes,High School or below,Female,Yes,Single,69,\N,0,1,93,Non-technology Related Job,226,MS,48,73,No,No,0.2,2897,724,0,2015,1 -51,185816,0.02,0.01,4251017280,1539,Yes,High School or below,Female,Yes,Single,69,\N,0,1,93,Non-technology Related Job,226,MS,48,73,No,No,0.2,7076,786,0,2015,2 -14,46716,0,0.01,4251099456,1540,Yes,High School or below,Male,Yes,Married,7,\N,1,7,12,Others,399,MT,245,88,No,No,0.66,7065,706,0,2015,1 -14,46716,0,0.01,4251099456,1540,Yes,High School or below,Male,Yes,Married,7,\N,1,7,12,Others,399,MT,245,88,No,No,0.66,5870,838,0,2015,2 -30,44745,0.02,0.03,4251071925,1541,Yes,High School or below,Female,Yes,Single,14,\N,0,4,52,Non-technology Related Job,259,TX,249,198,No,Yes,0.87,4266,1066,0,2015,1 -30,44745,0.02,0.03,4251071925,1541,Yes,High School or below,Female,Yes,Single,14,\N,0,4,52,Non-technology Related Job,259,TX,249,198,No,Yes,0.87,1221,1221,0,2015,2 -60,155646,0,0.03,4251016909,1542,Yes,High School or below,Male,No,Single,72,\N,1,2,71,Others,431,VT,445,213,No,No,0.32,2904,726,1,2015,1 -60,155646,0,0.03,4251016909,1542,Yes,High School or below,Male,No,Single,72,\N,1,2,71,Others,431,VT,445,213,No,No,0.32,4294,613,1,2015,2 -76,153675,0.02,0.01,4251075210,1543,Yes,Bachelor or equivalent,Male,No,Married,79,\N,3,7,11,Non-technology Related Job,291,ID,449,73,No,No,0.53,2954,492,0,2015,1 -76,153675,0.02,0.01,4251075210,1543,Yes,Bachelor or equivalent,Male,No,Married,79,\N,3,7,11,Non-technology Related Job,291,ID,449,73,No,No,0.53,2237,447,0,2015,2 -38,14575,0,0.01,4251013730,1544,Yes,Bachelor or equivalent,Female,Yes,Married,17,\N,1,5,30,Others,464,IN,146,88,No,No,0.99,5458,682,0,2015,1 -38,14575,0,0.01,4251013730,1544,Yes,Bachelor or equivalent,Female,Yes,Married,17,\N,1,5,30,Others,464,IN,146,88,No,No,0.99,3851,641,0,2015,2 -54,12604,0.02,0.03,4251022883,1545,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,3,2,70,Non-technology Related Job,324,NJ,149,198,No,No,0.2,5726,818,0,2015,1 -54,12604,0.02,0.03,4251022883,1545,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,3,2,70,Non-technology Related Job,324,NJ,149,198,No,No,0.2,4340,868,0,2015,2 -54,12604,0.02,0.03,4251022883,1545,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,3,2,70,Non-technology Related Job,324,NJ,149,198,No,No,0.2,869,869,0,2015,3 -17,123505,0.01,0.03,4251071897,1546,Yes,Master or equivalent,Male,Yes,Married,83,\N,0,0,89,Others,496,NY,346,213,No,No,0.66,4779,682,0,2015,1 -17,123505,0.01,0.03,4251071897,1546,Yes,Master or equivalent,Male,Yes,Married,83,\N,0,0,89,Others,496,NY,346,213,No,No,0.66,2282,760,0,2015,2 -17,123505,0.01,0.03,4251071897,1546,Yes,Master or equivalent,Male,Yes,Married,83,\N,0,0,89,Others,496,NY,346,213,No,No,0.66,62,62,0,2015,3 -33,121534,0.03,0.01,4251064270,1547,No,PhD or equivalent,Female,Yes,Single,90,\N,3,5,29,Others,357,WI,349,73,No,No,0.87,3953,564,0,2015,1 -33,121534,0.03,0.01,4251064270,1547,No,PhD or equivalent,Female,Yes,Single,90,\N,3,5,29,Others,357,WI,349,73,No,No,0.87,2149,716,0,2015,2 -63,232434,0.01,0.01,4251034360,1548,Yes,High School or below,Male,No,Single,28,\N,0,3,48,Others,29,AL,46,88,No,No,0.32,3674,734,0,2015,1 -63,232434,0.01,0.01,4251034360,1548,Yes,High School or below,Male,No,Single,28,\N,0,3,48,Others,29,AL,46,88,No,No,0.32,4777,682,0,2015,2 -79,230463,0.03,0.03,4251044123,1549,Yes,High School or below,Male,Yes,Married,36,\N,3,0,88,Others,389,LA,50,198,No,No,0.54,3976,662,0,2015,1 -79,230463,0.03,0.03,4251044123,1549,Yes,High School or below,Male,Yes,Married,36,\N,3,0,88,Others,389,LA,50,198,No,No,0.54,2805,701,0,2015,2 -41,91363,0.01,0.03,4251075568,1550,Yes,High School or below,Female,Yes,Single,94,\N,0,6,6,Others,61,MD,247,213,No,No,0.99,2595,648,0,2015,1 -41,91363,0.01,0.03,4251075568,1550,Yes,High School or below,Female,Yes,Single,94,\N,0,6,6,Others,61,MD,247,213,No,No,0.99,3675,735,0,2015,2 -41,91363,0.01,0.03,4251075568,1550,Yes,High School or below,Female,Yes,Single,94,\N,0,6,6,Others,61,MD,247,213,No,No,0.99,76,76,0,2015,3 -57,89392,0.03,0.01,4251056388,1551,Yes,High School or below,Female,Yes,Married,101,\N,2,3,47,Others,422,OR,250,73,Yes,No,0.2,7900,718,0,2015,1 -57,89392,0.03,0.01,4251056388,1551,Yes,High School or below,Female,Yes,Married,101,\N,2,3,47,Others,422,OR,250,73,Yes,No,0.2,4794,799,0,2015,2 -19,200293,0.01,0.01,4251051640,1552,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,0,1,65,Others,94,PA,447,88,No,No,0.66,3089,1029,0,2015,2 -19,200293,0.01,0.01,4251051640,1552,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,0,1,65,Others,94,PA,447,88,No,No,0.66,309,309,0,2015,3 -35,198322,0.03,0.03,4251090301,1553,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,2,6,6,Others,454,CA,450,198,No,No,0.87,2851,712,0,2015,1 -35,198322,0.03,0.03,4251090301,1553,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,2,6,6,Others,454,CA,450,198,No,No,0.87,5062,843,0,2015,2 -35,198322,0.03,0.03,4251090301,1553,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,2,6,6,Others,454,CA,450,198,No,No,0.87,59,59,0,2015,3 -66,59222,0.02,0.03,4251074811,1554,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,3,4,24,Others,127,CT,147,213,No,Yes,0.33,1754,584,0,2015,1 -14,57251,0.04,0.01,4251097120,1555,Yes,Master or equivalent,Male,Yes,Single,112,\N,2,1,65,Others,487,MS,151,73,No,No,0.54,2203,550,0,2015,1 -14,57251,0.04,0.01,4251097120,1555,Yes,Master or equivalent,Male,Yes,Single,112,\N,2,1,65,Others,487,MS,151,73,No,No,0.54,5614,802,0,2015,2 -44,168151,0.02,0.01,4251014793,1556,Yes,PhD or equivalent,Female,No,Single,50,\N,3,7,83,Others,159,MT,348,88,No,No,0.99,3434,572,0,2015,1 -44,168151,0.02,0.01,4251014793,1556,Yes,PhD or equivalent,Female,No,Single,50,\N,3,7,83,Others,159,MT,348,88,No,No,0.99,4733,946,0,2015,2 -60,166180,0.04,0.03,4251022778,1557,Yes,High School or below,Female,No,Married,57,\N,1,5,24,Others,19,TX,351,198,No,No,0.2,1466,733,0,2015,1 -60,166180,0.04,0.03,4251022778,1557,Yes,High School or below,Female,No,Married,57,\N,1,5,24,Others,19,TX,351,198,No,No,0.2,908,302,0,2015,2 -22,27081,0.02,0.03,4251019167,1558,Yes,High School or below,Male,Yes,Married,115,\N,3,2,42,Others,192,UT,48,213,No,No,0.66,3515,703,0,2015,1 -22,27081,0.02,0.03,4251019167,1558,Yes,High School or below,Male,Yes,Married,115,\N,3,2,42,Others,192,UT,48,213,No,No,0.66,3780,540,0,2015,2 -38,25110,0.04,0.01,4251030641,1559,Yes,High School or below,Female,Yes,Single,3,\N,1,0,83,Others,52,HI,51,73,No,No,0.87,4149,829,0,2015,1 -38,25110,0.04,0.01,4251030641,1559,Yes,High School or below,Female,Yes,Single,3,\N,1,0,83,Others,52,HI,51,73,No,No,0.87,4241,848,0,2015,2 -68,136010,0.02,0.01,4251010131,1560,Yes,High School or below,Male,Yes,Single,60,\N,2,5,1,Others,224,IL,248,88,No,No,0.33,2047,682,0,2015,1 -68,136010,0.02,0.01,4251010131,1560,Yes,High School or below,Male,Yes,Single,60,\N,2,5,1,Others,224,IL,248,88,No,No,0.33,1235,617,0,2015,2 -16,134039,0.04,0.02,4251049538,1561,Yes,Bachelor or equivalent,Male,Yes,Single,68,\N,1,3,42,Others,84,NJ,252,197,No,No,0.54,1471,490,0,2015,1 -16,134039,0.04,0.02,4251049538,1561,Yes,Bachelor or equivalent,Male,Yes,Single,68,\N,1,3,42,Others,84,NJ,252,197,No,No,0.54,4711,942,0,2015,2 -47,244940,0.03,0.03,4251034206,1562,Yes,Bachelor or equivalent,Female,No,Single,6,\N,2,0,60,Others,257,NY,449,212,No,No,0.99,2507,501,0,2015,1 -47,244940,0.03,0.03,4251034206,1562,Yes,Bachelor or equivalent,Female,No,Single,6,\N,2,0,60,Others,257,NY,449,212,No,No,0.99,1442,360,0,2015,2 -63,242968,0.05,0,4251032185,1563,Yes,Master or equivalent,Male,Yes,Married,13,\N,1,6,0,Others,117,WI,452,72,No,Yes,0.2,4704,784,0,2015,1 -63,242968,0.05,0,4251032185,1563,Yes,Master or equivalent,Male,Yes,Married,13,\N,1,6,0,Others,117,WI,452,72,No,Yes,0.2,754,754,0,2015,2 -25,103869,0.03,0.01,4251011853,1564,Yes,Master or equivalent,Female,Yes,Married,71,\N,2,3,19,Others,289,WY,149,87,No,No,0.66,1933,483,0,2015,1 -25,103869,0.03,0.01,4251011853,1564,Yes,Master or equivalent,Female,Yes,Married,71,\N,2,3,19,Others,289,WY,149,87,No,No,0.66,4921,820,0,2015,2 -41,101898,0.05,0.02,4251049580,1565,Yes,High School or below,Female,Yes,Single,79,\N,0,1,59,Others,150,KY,152,197,No,No,0.87,5359,893,0,2015,1 -41,101898,0.05,0.02,4251049580,1565,Yes,High School or below,Female,Yes,Single,79,\N,0,1,59,Others,150,KY,152,197,No,No,0.87,4048,578,0,2015,2 -71,212798,0.03,0.03,4251081414,1566,Yes,High School or below,Male,Yes,Married,17,\N,2,6,78,Others,322,ME,349,212,No,No,0.33,4358,871,0,2015,1 -71,212798,0.03,0.03,4251081414,1566,Yes,High School or below,Male,Yes,Married,17,\N,2,6,78,Others,322,ME,349,212,No,No,0.33,3645,911,0,2015,2 -19,210827,0.05,0,4251059043,1567,Yes,High School or below,Male,Yes,Single,24,\N,0,4,18,Others,182,OK,352,72,No,No,0.54,5253,583,1,2015,1 -19,210827,0.05,0,4251059043,1567,Yes,High School or below,Male,Yes,Single,24,\N,0,4,18,Others,182,OK,352,72,No,No,0.54,3385,564,1,2015,2 -50,71728,0.03,0.01,4251067369,1568,Yes,High School or below,Female,Yes,Single,82,\N,1,2,37,Others,354,PA,49,87,Yes,No,0,6211,1035,0,2015,1 -50,71728,0.03,0.01,4251067369,1568,Yes,High School or below,Female,Yes,Single,82,\N,1,2,37,Others,354,PA,49,87,Yes,No,0,4148,691,0,2015,2 -65,69757,0.05,0.02,4251043417,1569,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,0,7,77,Others,215,CA,53,197,No,No,0.21,399,399,0,2015,1 -65,69757,0.05,0.02,4251043417,1569,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,0,7,77,Others,215,CA,53,197,No,No,0.21,4826,603,0,2015,2 -28,180657,0.04,0.03,4251093591,1570,Yes,Bachelor or equivalent,Female,Yes,Married,27,\N,1,5,96,Others,387,CO,250,212,No,No,0.66,1470,294,1,2015,1 -28,180657,0.04,0.03,4251093591,1570,Yes,Bachelor or equivalent,Female,Yes,Married,27,\N,1,5,96,Others,387,CO,250,212,No,No,0.66,2326,775,1,2015,2 -28,180657,0.04,0.03,4251093591,1570,Yes,Bachelor or equivalent,Female,Yes,Married,27,\N,1,5,96,Others,387,CO,250,212,No,No,0.66,1332,1332,1,2015,3 -44,178686,0.06,0,4251012909,1571,Yes,Master or equivalent,Female,No,Married,35,\N,0,2,36,Others,247,MN,253,72,No,No,0.87,4475,895,0,2015,1 -44,178686,0.06,0,4251012909,1571,Yes,Master or equivalent,Female,No,Married,35,\N,0,2,36,Others,247,MN,253,72,No,No,0.87,2243,560,0,2015,2 -74,39586,0.04,0.01,4251060520,1572,Yes,Master or equivalent,Male,Yes,Married,93,\N,1,0,55,Others,420,MO,450,87,No,No,0.33,2962,423,0,2015,1 -74,39586,0.04,0.01,4251060520,1572,Yes,Master or equivalent,Male,Yes,Married,93,\N,1,0,55,Others,420,MO,450,87,No,No,0.33,7051,881,0,2015,2 -22,37615,0.06,0.02,4251033868,1573,Yes,High School or below,Male,Yes,Single,100,\N,3,5,95,Others,280,TN,453,197,No,No,0.54,3453,575,0,2015,1 -22,37615,0.06,0.02,4251033868,1573,Yes,High School or below,Male,Yes,Single,100,\N,3,5,95,Others,280,TN,453,197,No,No,0.54,3380,676,0,2015,2 -52,148516,0.04,0.03,4251073674,1574,Yes,High School or below,Female,Yes,Single,38,\N,0,3,14,Others,452,UT,150,212,No,No,0,4479,746,0,2015,1 -52,148516,0.04,0.03,4251073674,1574,Yes,High School or below,Female,Yes,Single,38,\N,0,3,14,Others,452,UT,150,212,No,No,0,2755,688,0,2015,2 -68,146545,0.06,0,4251076506,1575,Yes,High School or below,Male,Yes,Married,46,\N,3,0,54,Others,312,HI,154,72,No,No,0.21,3268,1089,0,2015,1 -68,146545,0.06,0,4251076506,1575,Yes,High School or below,Male,Yes,Married,46,\N,3,0,54,Others,312,HI,154,72,No,No,0.21,1776,592,0,2015,2 -31,7445,0.04,0.01,4251099477,1576,Yes,High School or below,Female,No,Single,104,\N,0,6,73,Others,485,ID,351,87,No,Yes,0.66,4160,832,1,2015,1 -31,7445,0.04,0.01,4251099477,1576,Yes,High School or below,Female,No,Single,104,\N,0,6,73,Others,485,ID,351,87,No,Yes,0.66,4881,813,1,2015,2 -46,5474,0.06,0.02,4251021975,1577,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,3,3,13,Others,345,NH,354,197,No,No,0.87,2549,637,0,2015,2 -77,116374,0.05,0.03,4251047362,1578,Yes,Bachelor or equivalent,Male,Yes,Married,49,\N,0,1,32,Others,17,NM,51,212,No,No,0.33,3152,1050,0,2015,1 -77,116374,0.05,0.03,4251047362,1578,Yes,Bachelor or equivalent,Male,Yes,Married,49,\N,0,1,32,Others,17,NM,51,212,No,No,0.33,845,845,0,2015,2 -25,114403,0.07,0,4251074511,1579,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,2,6,72,Others,377,WV,54,72,No,No,0.54,880,440,1,2015,1 -25,114403,0.07,0,4251074511,1579,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,2,6,72,Others,377,WV,54,72,No,No,0.54,2792,930,1,2015,2 -55,225304,0.05,0.01,4251099971,1580,Yes,Master or equivalent,Female,Yes,Single,114,\N,0,4,90,Others,50,WY,251,87,No,No,0,3272,409,0,2015,1 -55,225304,0.05,0.01,4251099971,1580,Yes,Master or equivalent,Female,Yes,Single,114,\N,0,4,90,Others,50,WY,251,87,No,No,0,6124,612,0,2015,2 -71,223333,0.07,0.02,4251011922,1581,Yes,High School or below,Male,Yes,Single,2,\N,2,1,31,Others,410,KY,255,197,No,No,0.21,5498,687,0,2015,1 -71,223333,0.07,0.02,4251011922,1581,Yes,High School or below,Male,Yes,Single,2,\N,2,1,31,Others,410,KY,255,197,No,No,0.21,4211,842,0,2015,2 -33,84233,0.05,0.03,4251046784,1582,Yes,High School or below,Female,Yes,Single,60,\N,3,7,49,Others,82,LA,452,212,No,No,0.66,2512,837,0,2015,1 -33,84233,0.05,0.03,4251046784,1582,Yes,High School or below,Female,Yes,Single,60,\N,3,7,49,Others,82,LA,452,212,No,No,0.66,4163,693,0,2015,2 -49,82262,0.07,0,4251070462,1583,Yes,High School or below,Female,Yes,Married,67,\N,2,4,90,Others,443,OH,455,72,No,Yes,0.88,3455,493,0,2015,1 -49,82262,0.07,0,4251070462,1583,Yes,High School or below,Female,Yes,Married,67,\N,2,4,90,Others,443,OH,455,72,No,Yes,0.88,3697,739,0,2015,2 -12,193163,0.05,0.01,4251088991,1584,Yes,High School or below,Male,Yes,Married,5,\N,3,2,8,Others,115,OR,152,87,No,No,0.33,4025,805,0,2015,1 -12,193163,0.05,0.01,4251088991,1584,Yes,High School or below,Male,Yes,Married,5,\N,3,2,8,Others,115,OR,152,87,No,No,0.33,4378,625,0,2015,2 -28,191192,0.07,0.02,4251078865,1585,Yes,High School or below,Male,No,Single,13,\N,2,0,49,Others,475,AR,155,197,No,No,0.54,1675,335,0,2015,1 -28,191192,0.07,0.02,4251078865,1585,Yes,High School or below,Male,No,Single,13,\N,2,0,49,Others,475,AR,155,197,No,No,0.54,2090,696,0,2015,2 -58,52092,0.06,0.03,4251074557,1586,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,3,5,67,Others,147,CO,352,212,No,No,0,2559,639,0,2015,1 -58,52092,0.06,0.03,4251074557,1586,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,3,5,67,Others,147,CO,352,212,No,No,0,1219,406,0,2015,2 -74,50121,0,0,4251068124,1587,Yes,Bachelor or equivalent,Male,Yes,Single,78,\N,1,3,8,Others,8,MN,356,72,No,No,0.21,5523,920,0,2015,1 -74,50121,0,0,4251068124,1587,Yes,Bachelor or equivalent,Male,Yes,Single,78,\N,1,3,8,Others,8,MN,356,72,No,No,0.21,3707,617,0,2015,2 -36,161021,0.06,0.01,4251069532,1588,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,3,0,26,Others,180,MS,52,87,No,No,0.67,7289,911,1,2015,1 -36,161021,0.06,0.01,4251069532,1588,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,3,0,26,Others,180,MS,52,87,No,No,0.67,4317,863,1,2015,2 -36,161021,0.06,0.01,4251069532,1588,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,3,0,26,Others,180,MS,52,87,No,No,0.67,1261,1261,1,2015,3 -52,159050,0,0.02,4251026998,1589,Yes,PhD or equivalent,Female,Yes,Married,23,\N,1,6,67,Others,40,SD,56,197,No,No,0.88,3852,963,0,2015,1 -52,159050,0,0.02,4251026998,1589,Yes,PhD or equivalent,Female,Yes,Married,23,\N,1,6,67,Others,40,SD,56,197,No,No,0.88,3921,653,0,2015,2 -14,19951,0.06,0.03,4251089219,1590,Yes,High School or below,Male,No,Married,81,\N,2,3,85,Others,213,TX,253,212,No,No,0.33,3030,757,1,2015,1 -14,19951,0.06,0.03,4251089219,1590,Yes,High School or below,Male,No,Married,81,\N,2,3,85,Others,213,TX,253,212,No,No,0.33,3836,767,1,2015,2 -30,17980,0,0,4251013570,1591,Yes,High School or below,Female,No,Married,89,\N,1,1,26,Others,73,GA,256,72,No,No,0.54,2288,572,0,2015,1 -30,17980,0,0,4251013570,1591,Yes,High School or below,Female,No,Married,89,\N,1,1,26,Others,73,GA,256,72,No,No,0.54,2847,569,0,2015,2 -30,17980,0,0,4251013570,1591,Yes,High School or below,Female,No,Married,89,\N,1,1,26,Others,73,GA,256,72,No,No,0.54,350,350,0,2015,3 -61,128880,0.06,0.01,4251024030,1592,Yes,High School or below,Female,Yes,Married,27,\N,2,6,44,Others,245,ID,453,87,No,No,0,2047,511,0,2015,1 -61,128880,0.06,0.01,4251024030,1592,Yes,High School or below,Female,Yes,Married,27,\N,2,6,44,Others,245,ID,453,87,No,No,0,1146,1146,0,2015,2 -77,126909,0.01,0.02,4251096877,1593,No,High School or below,Male,Yes,Single,34,\N,1,4,84,Others,105,NH,456,197,No,No,0.21,5680,946,0,2015,1 -77,126909,0.01,0.02,4251096877,1593,No,High School or below,Male,Yes,Single,34,\N,1,4,84,Others,105,NH,456,197,No,No,0.21,4714,785,0,2015,2 -39,237809,0.07,0.03,4251095703,1594,Yes,High School or below,Female,Yes,Single,92,\N,2,1,3,Others,278,NM,153,212,No,No,0.67,4265,710,0,2015,1 -39,237809,0.07,0.03,4251095703,1594,Yes,High School or below,Female,Yes,Single,92,\N,2,1,3,Others,278,NM,153,212,No,No,0.67,1934,967,0,2015,2 -55,235838,0.01,0,4251092187,1595,Yes,Bachelor or equivalent,Female,Yes,Married,99,\N,0,7,43,Others,138,WA,157,72,No,No,0.88,7846,871,0,2015,1 -55,235838,0.01,0,4251092187,1595,Yes,Bachelor or equivalent,Female,Yes,Married,99,\N,0,7,43,Others,138,WA,157,72,No,No,0.88,3108,777,0,2015,2 -17,96739,0.07,0.01,4251041988,1596,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,1,5,62,Technology Related Job,310,WI,354,87,No,No,0.33,5395,899,1,2015,1 -17,96739,0.07,0.01,4251041988,1596,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,1,5,62,Technology Related Job,310,WI,354,87,No,No,0.33,4593,656,1,2015,2 -33,94768,0.01,0.02,4251051048,1597,Yes,Master or equivalent,Female,Yes,Married,45,\N,0,2,2,Others,170,KS,357,197,No,No,0.55,7354,919,0,2015,1 -33,94768,0.01,0.02,4251051048,1597,Yes,Master or equivalent,Female,Yes,Married,45,\N,0,2,2,Others,170,KS,357,197,No,No,0.55,5165,737,0,2015,2 -64,205668,0.07,0.03,4251017145,1598,Yes,PhD or equivalent,Male,Yes,Married,103,\N,1,0,21,Technology Related Job,343,LA,54,212,No,Yes,0,3457,691,0,2015,1 -64,205668,0.07,0.03,4251017145,1598,Yes,PhD or equivalent,Male,Yes,Married,103,\N,1,0,21,Technology Related Job,343,LA,54,212,No,Yes,0,2730,455,0,2015,2 -79,203697,0.01,0,4251046321,1599,Yes,High School or below,Male,No,Single,110,\N,0,5,61,Others,203,OH,57,72,No,No,0.21,4865,1216,0,2015,1 -79,203697,0.01,0,4251046321,1599,Yes,High School or below,Male,No,Single,110,\N,0,5,61,Others,203,OH,57,72,No,No,0.21,3445,689,0,2015,2 -42,64598,0.07,0.01,4251033691,1600,Yes,High School or below,Female,Yes,Single,48,\N,1,3,80,Technology Related Job,375,OR,254,87,No,No,0.67,3541,885,0,2015,1 -42,64598,0.07,0.01,4251033691,1600,Yes,High School or below,Female,Yes,Single,48,\N,1,3,80,Technology Related Job,375,OR,254,87,No,No,0.67,2600,650,0,2015,2 -42,64598,0.07,0.01,4251033691,1600,Yes,High School or below,Female,Yes,Single,48,\N,1,3,80,Technology Related Job,375,OR,254,87,No,No,0.67,1367,1367,0,2015,3 -58,62626,0.02,0.02,4251029896,1601,Yes,High School or below,Female,Yes,Single,56,\N,3,0,20,Others,236,AZ,258,197,No,No,0.88,2457,819,1,2015,1 -58,62626,0.02,0.02,4251029896,1601,Yes,High School or below,Female,Yes,Single,56,\N,3,0,20,Others,236,AZ,258,197,No,No,0.88,3249,812,1,2015,2 -58,62626,0.02,0.02,4251029896,1601,Yes,High School or below,Female,Yes,Single,56,\N,3,0,20,Others,236,AZ,258,197,No,No,0.88,22,22,1,2015,3 -20,173527,0,0.03,4251055533,1602,Yes,High School or below,Male,Yes,Single,114,\N,1,6,39,Technology Related Job,408,CA,455,212,No,No,0.34,4122,1030,0,2015,1 -20,173527,0,0.03,4251055533,1602,Yes,High School or below,Male,Yes,Single,114,\N,1,6,39,Technology Related Job,408,CA,455,212,No,No,0.34,1652,826,0,2015,2 -36,171556,0.02,0,4251022286,1603,Yes,Bachelor or equivalent,Female,Yes,Married,1,\N,3,3,79,Others,268,MI,458,72,No,No,0.55,1993,398,0,2015,1 -36,171556,0.02,0,4251022286,1603,Yes,Bachelor or equivalent,Female,Yes,Married,1,\N,3,3,79,Others,268,MI,458,72,No,No,0.55,8550,950,0,2015,2 -36,171556,0.02,0,4251022286,1603,Yes,Bachelor or equivalent,Female,Yes,Married,1,\N,3,3,79,Others,268,MI,458,72,No,No,0.55,1057,1057,0,2015,3 -66,32456,0,0.01,4251015750,1604,Yes,Bachelor or equivalent,Male,No,Married,59,\N,0,1,98,Technology Related Job,440,MS,155,87,No,No,0,2941,735,0,2015,1 -66,32456,0,0.01,4251015750,1604,Yes,Bachelor or equivalent,Male,No,Married,59,\N,0,1,98,Technology Related Job,440,MS,155,87,No,No,0,1772,590,0,2015,2 -14,30485,0.02,0.02,4251076012,1605,Yes,Master or equivalent,Male,No,Single,66,\N,3,6,38,Others,301,SD,158,197,No,Yes,0.21,3495,699,0,2015,1 -14,30485,0.02,0.02,4251076012,1605,Yes,Master or equivalent,Male,No,Single,66,\N,3,6,38,Others,301,SD,158,197,No,Yes,0.21,1911,637,0,2015,2 -14,30485,0.02,0.02,4251076012,1605,Yes,Master or equivalent,Male,No,Single,66,\N,3,6,38,Others,301,SD,158,197,No,Yes,0.21,1318,1318,0,2015,3 -45,141386,0,0.03,4251009412,1606,Yes,Master or equivalent,Female,Yes,Married,4,\N,0,4,57,Technology Related Job,473,TX,355,212,No,No,0.67,5481,1096,0,2015,1 -45,141386,0,0.03,4251009412,1606,Yes,Master or equivalent,Female,Yes,Married,4,\N,0,4,57,Technology Related Job,473,TX,355,212,No,No,0.67,4370,728,0,2015,2 -60,139415,0.02,0,4251044530,1607,Yes,High School or below,Female,Yes,Single,12,\N,3,1,97,Others,333,FL,359,72,No,No,0.88,4755,792,1,2015,1 -60,139415,0.02,0,4251044530,1607,Yes,High School or below,Female,Yes,Single,12,\N,3,1,97,Others,333,FL,359,72,No,No,0.88,2302,460,1,2015,2 -23,315,0.01,0.01,4251027084,1608,Yes,High School or below,Male,Yes,Single,70,\N,0,7,15,Technology Related Job,6,HI,56,87,No,No,0.34,5411,901,0,2015,1 -23,315,0.01,0.01,4251027084,1608,Yes,High School or below,Male,Yes,Single,70,\N,0,7,15,Technology Related Job,6,HI,56,87,No,No,0.34,5398,771,0,2015,2 -39,248344,0.03,0.02,4251065848,1609,Yes,High School or below,Female,Yes,Married,77,\N,2,4,56,Others,366,NV,59,197,No,No,0.55,1244,1244,0,2015,1 -39,248344,0.03,0.02,4251065848,1609,Yes,High School or below,Female,Yes,Married,77,\N,2,4,56,Others,366,NV,59,197,No,No,0.55,2310,1155,0,2015,2 -69,109244,0.01,0.03,4251075724,1610,Yes,High School or below,Male,No,Married,15,\N,0,2,74,Technology Related Job,38,NJ,256,212,No,No,0,3530,706,0,2015,1 -69,109244,0.01,0.03,4251075724,1610,Yes,High School or below,Male,No,Married,15,\N,0,2,74,Technology Related Job,38,NJ,256,212,No,No,0,5606,800,0,2015,2 -17,107273,0.03,0,4251037178,1611,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,2,7,15,Others,398,WA,259,72,No,No,0.21,9626,875,0,2015,1 -17,107273,0.03,0,4251037178,1611,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,2,7,15,Others,398,WA,259,72,No,No,0.21,2949,737,0,2015,2 -47,218174,0.01,0.01,4251093070,1612,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,3,5,33,Technology Related Job,71,WI,456,87,No,No,0.67,5348,594,0,2015,1 -47,218174,0.01,0.01,4251093070,1612,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,3,5,33,Technology Related Job,71,WI,456,87,No,No,0.67,5414,902,0,2015,2 -63,216203,0.03,0.02,4251075434,1613,Yes,Master or equivalent,Female,No,Single,88,\N,2,3,74,Others,431,IA,460,197,No,No,0.88,2788,697,0,2015,1 -63,216203,0.03,0.02,4251075434,1613,Yes,Master or equivalent,Female,No,Single,88,\N,2,3,74,Others,431,IA,460,197,No,No,0.88,1303,651,0,2015,2 -26,77103,0.01,0.03,4251068814,1614,Yes,Master or equivalent,Male,Yes,Single,26,\N,3,0,92,Technology Related Job,103,KY,156,212,No,No,0.34,5333,592,0,2015,1 -26,77103,0.01,0.03,4251068814,1614,Yes,Master or equivalent,Male,Yes,Single,26,\N,3,0,92,Technology Related Job,103,KY,156,212,No,No,0.34,3240,648,0,2015,2 -42,75132,0.03,0,4251098415,1615,Yes,High School or below,Female,Yes,Married,33,\N,1,6,33,Others,463,ND,160,72,Yes,No,0.55,2700,900,0,2015,1 -42,75132,0.03,0,4251098415,1615,Yes,High School or below,Female,Yes,Married,33,\N,1,6,33,Others,463,ND,160,72,Yes,No,0.55,3774,754,0,2015,2 -72,186032,0.02,0.01,4251098968,1616,Yes,High School or below,Male,Yes,Single,91,\N,3,3,51,Technology Related Job,136,OK,357,87,No,No,0.01,3274,654,0,2015,1 -72,186032,0.02,0.01,4251098968,1616,Yes,High School or below,Male,Yes,Single,91,\N,3,3,51,Technology Related Job,136,OK,357,87,No,No,0.01,2404,601,0,2015,2 -20,184061,0.04,0.02,4251064815,1617,Yes,High School or below,Male,Yes,Married,99,\N,1,1,92,Others,496,AZ,360,197,No,No,0.22,5249,749,1,2015,1 -20,184061,0.04,0.02,4251064815,1617,Yes,High School or below,Male,Yes,Married,99,\N,1,1,92,Others,496,AZ,360,197,No,No,0.22,1942,485,1,2015,2 -20,184061,0.04,0.02,4251064815,1617,Yes,High School or below,Male,Yes,Married,99,\N,1,1,92,Others,496,AZ,360,197,No,No,0.22,475,475,1,2015,3 -50,44962,0.02,0.02,4251082207,1618,Yes,High School or below,Female,No,Married,37,\N,2,6,10,Technology Related Job,168,CA,57,212,No,No,0.67,2778,694,0,2015,1 -50,44962,0.02,0.02,4251082207,1618,Yes,High School or below,Female,No,Married,37,\N,2,6,10,Technology Related Job,168,CA,57,212,No,No,0.67,1392,1392,0,2015,2 -66,42991,0.04,0,4251045104,1619,Yes,Bachelor or equivalent,Female,No,Single,44,\N,1,4,51,Others,29,MA,60,72,No,No,0.88,5245,749,0,2015,1 -66,42991,0.04,0,4251045104,1619,Yes,Bachelor or equivalent,Female,No,Single,44,\N,1,4,51,Others,29,MA,60,72,No,No,0.88,4751,791,0,2015,2 -28,153891,0.02,0,4251088612,1620,Yes,Bachelor or equivalent,Male,Yes,Single,102,\N,2,1,69,Technology Related Job,201,MN,257,87,No,Yes,0.34,3458,691,0,2015,1 -28,153891,0.02,0,4251088612,1620,Yes,Bachelor or equivalent,Male,Yes,Single,102,\N,2,1,69,Technology Related Job,201,MN,257,87,No,Yes,0.34,3225,537,0,2015,2 -28,153891,0.02,0,4251088612,1620,Yes,Bachelor or equivalent,Male,Yes,Single,102,\N,2,1,69,Technology Related Job,201,MN,257,87,No,Yes,0.34,1140,1140,0,2015,3 -44,151920,0.04,0.02,4251045203,1621,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,1,7,9,Others,61,SC,261,197,No,No,0.55,3929,785,0,2015,1 -44,151920,0.04,0.02,4251045203,1621,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,1,7,9,Others,61,SC,261,197,No,No,0.55,2569,642,0,2015,2 -75,12821,0.02,0.02,4251028079,1622,Yes,Master or equivalent,Male,Yes,Single,47,\N,2,4,28,Technology Related Job,233,TN,458,212,No,No,0.01,7860,1122,1,2015,1 -75,12821,0.02,0.02,4251028079,1622,Yes,Master or equivalent,Male,Yes,Single,47,\N,2,4,28,Technology Related Job,233,TN,458,212,No,No,0.01,2746,686,1,2015,2 -75,12821,0.02,0.02,4251028079,1622,Yes,Master or equivalent,Male,Yes,Single,47,\N,2,4,28,Technology Related Job,233,TN,458,212,No,No,0.01,1003,1003,1,2015,3 -23,10850,0.04,0,4251049049,1623,Yes,High School or below,Male,Yes,Married,55,\N,0,2,68,Others,94,FL,461,72,No,No,0.22,5190,1038,0,2015,1 -23,10850,0.04,0,4251049049,1623,Yes,High School or below,Male,Yes,Married,55,\N,0,2,68,Others,94,FL,461,72,No,No,0.22,6314,701,0,2015,2 -53,121750,0.03,0,4251085179,1624,Yes,High School or below,Female,No,Married,113,\N,2,0,87,Technology Related Job,266,HI,158,87,No,No,0.67,4101,1025,0,2015,1 -53,121750,0.03,0,4251085179,1624,Yes,High School or below,Female,No,Married,113,\N,2,0,87,Technology Related Job,266,HI,158,87,No,No,0.67,2192,548,0,2015,2 -69,119779,0.05,0.02,4251099000,1625,Yes,High School or below,Male,Yes,Single,0,\N,0,5,27,Others,126,NE,161,197,No,No,0.88,2649,883,0,2015,1 -69,119779,0.05,0.02,4251099000,1625,Yes,High School or below,Male,Yes,Single,0,\N,0,5,27,Others,126,NE,161,197,No,No,0.88,6271,1045,0,2015,2 -31,230679,0.03,0.02,4251036385,1626,Yes,High School or below,Female,Yes,Single,58,\N,1,3,46,Technology Related Job,299,NH,358,212,No,No,0.34,3304,472,1,2015,1 -31,230679,0.03,0.02,4251036385,1626,Yes,High School or below,Female,Yes,Single,58,\N,1,3,46,Technology Related Job,299,NH,358,212,No,No,0.34,3248,541,1,2015,2 -47,228708,0.05,0,4251035731,1627,Yes,High School or below,Female,Yes,Single,66,\N,0,0,86,Others,159,VA,362,72,No,Yes,0.55,7158,650,0,2015,1 -47,228708,0.05,0,4251035731,1627,Yes,High School or below,Female,Yes,Single,66,\N,0,0,86,Others,159,VA,362,72,No,Yes,0.55,2331,777,0,2015,2 -77,89609,0.03,0,4251008973,1628,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,1,6,5,Technology Related Job,331,WV,59,87,No,No,0.01,6470,1078,0,2015,1 -77,89609,0.03,0,4251008973,1628,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,1,6,5,Technology Related Job,331,WV,59,87,No,No,0.01,1346,448,0,2015,2 -25,87638,0.05,0.02,4251011023,1629,Yes,Bachelor or equivalent,Male,Yes,Married,11,\N,0,3,45,Others,191,IA,62,197,No,No,0.22,3506,876,0,2015,1 -25,87638,0.05,0.02,4251011023,1629,Yes,Bachelor or equivalent,Male,Yes,Married,11,\N,0,3,45,Others,191,IA,62,197,No,No,0.22,5006,1001,0,2015,2 -56,198538,0.03,0.02,4251055985,1630,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,1,1,64,Technology Related Job,364,KY,259,212,No,No,0.67,4757,951,0,2015,1 -56,198538,0.03,0.02,4251055985,1630,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,1,1,64,Technology Related Job,364,KY,259,212,No,No,0.67,5236,872,0,2015,2 -56,198538,0.03,0.02,4251055985,1630,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,1,1,64,Technology Related Job,364,KY,259,212,No,No,0.67,759,759,0,2015,3 -72,196567,0.05,0,4251079493,1631,Yes,Master or equivalent,Male,Yes,Single,76,\N,3,6,4,Others,224,ND,262,72,No,No,0.89,5033,838,0,2015,1 -72,196567,0.05,0,4251079493,1631,Yes,Master or equivalent,Male,Yes,Single,76,\N,3,6,4,Others,224,ND,262,72,No,No,0.89,5625,937,0,2015,2 -34,57467,0.04,0,4251049102,1632,Yes,High School or below,Female,No,Married,14,\N,1,4,23,Technology Related Job,396,OH,459,87,Yes,No,0.34,5297,882,0,2015,1 -34,57467,0.04,0,4251049102,1632,Yes,High School or below,Female,No,Married,14,\N,1,4,23,Technology Related Job,396,OH,459,87,Yes,No,0.34,4146,829,0,2015,2 -50,55496,0.06,0.02,4251092968,1633,Yes,High School or below,Female,No,Single,22,\N,3,1,63,Others,256,AK,463,197,No,No,0.55,1606,401,1,2015,1 -50,55496,0.06,0.02,4251092968,1633,Yes,High School or below,Female,No,Single,22,\N,3,1,63,Others,256,AK,463,197,No,No,0.55,639,159,1,2015,2 -12,166397,0.04,0.02,4251010862,1634,Yes,High School or below,Male,Yes,Single,80,\N,0,7,82,Technology Related Job,429,AR,160,212,No,No,0.01,6135,876,0,2015,1 -12,166397,0.04,0.02,4251010862,1634,Yes,High School or below,Male,Yes,Single,80,\N,0,7,82,Technology Related Job,429,AR,160,212,No,No,0.01,1974,493,0,2015,2 -28,164426,0.06,0,4251082532,1635,Yes,High School or below,Male,Yes,Married,87,\N,3,4,22,Others,289,MA,163,72,No,No,0.22,1461,487,0,2015,1 -28,164426,0.06,0,4251082532,1635,Yes,High School or below,Male,Yes,Married,87,\N,3,4,22,Others,289,MA,163,72,No,No,0.22,2751,687,0,2015,2 -59,25326,0.04,0,4251061289,1636,Yes,High School or below,Female,Yes,Married,25,\N,0,2,40,Technology Related Job,461,MN,360,87,No,No,0.68,3483,580,0,2015,1 -59,25326,0.04,0,4251061289,1636,Yes,High School or below,Female,Yes,Married,25,\N,0,2,40,Technology Related Job,461,MN,360,87,No,No,0.68,3023,604,0,2015,2 -74,23355,0.06,0.02,4251070174,1637,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,2,7,81,Others,322,SC,363,197,No,No,0.89,3341,668,0,2015,1 -74,23355,0.06,0.02,4251070174,1637,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,2,7,81,Others,322,SC,363,197,No,No,0.89,5290,881,0,2015,2 -74,23355,0.06,0.02,4251070174,1637,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,2,7,81,Others,322,SC,363,197,No,No,0.89,490,490,0,2015,3 -37,134255,0.04,0.02,4251011373,1638,Yes,Bachelor or equivalent,Female,No,Married,90,\N,0,5,99,Technology Related Job,494,SD,60,212,No,No,0.34,4153,692,0,2015,1 -37,134255,0.04,0.02,4251011373,1638,Yes,Bachelor or equivalent,Female,No,Married,90,\N,0,5,99,Technology Related Job,494,SD,60,212,No,No,0.34,4727,945,0,2015,2 -53,132284,0.06,0,4251070575,1639,Yes,Master or equivalent,Female,Yes,Single,98,\N,2,2,40,Others,354,DE,63,72,No,No,0.55,1118,559,0,2015,1 -53,132284,0.06,0,4251070575,1639,Yes,Master or equivalent,Female,Yes,Single,98,\N,2,2,40,Others,354,DE,63,72,No,No,0.55,5058,843,0,2015,2 -15,243185,0.05,0,4251058446,1640,Yes,PhD or equivalent,Male,Yes,Single,36,\N,3,0,58,Technology Related Job,26,GA,260,87,No,No,0.01,2509,627,1,2015,1 -15,243185,0.05,0,4251058446,1640,Yes,PhD or equivalent,Male,Yes,Single,36,\N,3,0,58,Technology Related Job,26,GA,260,87,No,No,0.01,2266,755,1,2015,2 -31,241214,0.07,0.02,4251056916,1641,Yes,High School or below,Male,Yes,Married,43,\N,2,6,99,Others,387,NE,264,197,No,No,0.22,2436,609,0,2015,1 -31,241214,0.07,0.02,4251056916,1641,Yes,High School or below,Male,Yes,Married,43,\N,2,6,99,Others,387,NE,264,197,No,No,0.22,3777,755,0,2015,2 -61,102114,0.05,0.02,4251037910,1642,No,High School or below,Female,Yes,Single,101,\N,3,3,17,Technology Related Job,59,NH,461,212,No,Yes,0.68,6423,642,0,2015,1 -61,102114,0.05,0.02,4251037910,1642,No,High School or below,Female,Yes,Single,101,\N,3,3,17,Technology Related Job,59,NH,461,212,No,Yes,0.68,3753,469,0,2015,2 -77,100143,0.07,0,4251048372,1643,Yes,High School or below,Male,Yes,Married,109,\N,2,1,58,Others,419,VA,464,72,No,No,0.89,2803,934,0,2015,1 -77,100143,0.07,0,4251048372,1643,Yes,High School or below,Male,Yes,Married,109,\N,2,1,58,Others,419,VA,464,72,No,No,0.89,4505,643,0,2015,2 -40,211044,0.05,0,4251063014,1644,Yes,High School or below,Female,Yes,Married,47,\N,3,6,76,Technology Related Job,92,WA,161,87,No,No,0.34,2671,890,0,2015,1 -40,211044,0.05,0,4251063014,1644,Yes,High School or below,Female,Yes,Married,47,\N,3,6,76,Technology Related Job,92,WA,161,87,No,No,0.34,3778,472,0,2015,2 -40,211044,0.05,0,4251063014,1644,Yes,High School or below,Female,Yes,Married,47,\N,3,6,76,Technology Related Job,92,WA,161,87,No,No,0.34,1506,753,0,2015,3 -55,209073,0.07,0.02,4251065815,1645,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,1,4,17,Others,452,IN,164,197,No,No,0.56,2342,780,0,2015,1 -55,209073,0.07,0.02,4251065815,1645,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,1,4,17,Others,452,IN,164,197,No,No,0.56,3377,1125,0,2015,2 -18,69973,0.05,0.02,4251076880,1646,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,3,1,35,Technology Related Job,124,KS,361,212,No,No,0.01,6719,746,0,2015,1 -18,69973,0.05,0.02,4251076880,1646,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,3,1,35,Technology Related Job,124,KS,361,212,No,No,0.01,2982,994,0,2015,2 -18,69973,0.05,0.02,4251076880,1646,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,3,1,35,Technology Related Job,124,KS,361,212,No,No,0.01,270,270,0,2015,3 -34,68002,0.07,0,4251090760,1647,Yes,Master or equivalent,Male,No,Single,0,\N,1,7,76,Others,484,NC,365,72,No,No,0.22,6163,770,0,2015,1 -34,68002,0.07,0,4251090760,1647,Yes,Master or equivalent,Male,No,Single,0,\N,1,7,76,Others,484,NC,365,72,No,No,0.22,1714,428,0,2015,2 -64,178902,0.06,0,4251014652,1648,Yes,Master or equivalent,Female,Yes,Single,57,\N,2,4,94,Technology Related Job,157,OH,62,87,No,No,0.68,3583,716,0,2015,1 -64,178902,0.06,0,4251014652,1648,Yes,Master or equivalent,Female,Yes,Single,57,\N,2,4,94,Technology Related Job,157,OH,62,87,No,No,0.68,6287,898,0,2015,2 -12,176931,0,0.02,4251066238,1649,Yes,High School or below,Male,Yes,Married,65,\N,1,2,35,Others,17,AK,65,197,No,Yes,0.89,3295,823,0,2015,1 -12,176931,0,0.02,4251066238,1649,Yes,High School or below,Male,Yes,Married,65,\N,1,2,35,Others,17,AK,65,197,No,Yes,0.89,2129,532,0,2015,2 -42,37832,0.06,0.02,4251049026,1650,Yes,High School or below,Female,Yes,Married,3,\N,2,7,53,Technology Related Job,189,AZ,262,212,No,No,0.35,4409,734,0,2015,1 -42,37832,0.06,0.02,4251049026,1650,Yes,High School or below,Female,Yes,Married,3,\N,2,7,53,Technology Related Job,189,AZ,262,212,No,No,0.35,3731,746,0,2015,2 -42,37832,0.06,0.02,4251049026,1650,Yes,High School or below,Female,Yes,Married,3,\N,2,7,53,Technology Related Job,189,AZ,262,212,No,No,0.35,627,627,0,2015,3 -58,35861,0,0,4251011609,1651,Yes,High School or below,Female,Yes,Single,10,\N,1,5,93,Others,49,MD,265,72,No,No,0.56,3756,536,0,2015,1 -58,35861,0,0,4251011609,1651,Yes,High School or below,Female,Yes,Single,10,\N,1,5,93,Others,49,MD,265,72,No,No,0.56,3693,738,0,2015,2 -58,35861,0,0,4251011609,1651,Yes,High School or below,Female,Yes,Single,10,\N,1,5,93,Others,49,MD,265,72,No,No,0.56,1374,1374,0,2015,3 -21,146761,0.06,0,4251037005,1652,Yes,High School or below,Male,No,Married,68,\N,2,3,12,Technology Related Job,222,MI,462,87,No,No,0.01,3304,550,0,2015,1 -21,146761,0.06,0,4251037005,1652,Yes,High School or below,Male,No,Married,68,\N,2,3,12,Technology Related Job,222,MI,462,87,No,No,0.01,3081,1027,0,2015,2 -37,144790,0,0.02,4251008462,1653,Yes,Bachelor or equivalent,Female,Yes,Single,76,\N,0,0,52,Others,82,RI,466,197,No,No,0.22,3261,652,0,2015,1 -37,144790,0,0.02,4251008462,1653,Yes,Bachelor or equivalent,Female,Yes,Single,76,\N,0,0,52,Others,82,RI,466,197,No,No,0.22,8795,879,0,2015,2 -67,5690,0.06,0.02,4251070484,1654,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,2,6,71,Technology Related Job,254,SD,163,212,No,No,0.68,3413,1137,1,2015,1 -67,5690,0.06,0.02,4251070484,1654,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,2,6,71,Technology Related Job,254,SD,163,212,No,No,0.68,5179,863,1,2015,2 -15,3719,0,0,4251016390,1655,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,0,3,11,Others,115,DE,166,72,No,No,0.89,9019,1002,0,2015,1 -15,3719,0,0,4251016390,1655,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,0,3,11,Others,115,DE,166,72,No,No,0.89,3063,437,0,2015,2 -15,3719,0,0,4251016390,1655,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,0,3,11,Others,115,DE,166,72,No,No,0.89,953,953,0,2015,3 -45,114620,0.07,0,4251045884,1656,Yes,Master or equivalent,Female,Yes,Married,79,\N,1,1,30,Technology Related Job,287,FL,363,86,No,No,0.35,4082,510,0,2015,1 -45,114620,0.07,0,4251045884,1656,Yes,Master or equivalent,Female,Yes,Married,79,\N,1,1,30,Technology Related Job,287,FL,363,86,No,No,0.35,4093,584,0,2015,2 -45,114620,0.07,0,4251045884,1656,Yes,Master or equivalent,Female,Yes,Married,79,\N,1,1,30,Technology Related Job,287,FL,363,86,No,No,0.35,964,964,0,2015,3 -61,112649,0.01,0.02,4251013303,1657,Yes,High School or below,Female,Yes,Married,86,\N,0,6,70,Others,147,MT,366,196,Yes,No,0.56,3885,647,0,2015,1 -61,112649,0.01,0.02,4251013303,1657,Yes,High School or below,Female,Yes,Married,86,\N,0,6,70,Others,147,MT,366,196,Yes,No,0.56,4887,814,0,2015,2 -23,223549,0.07,0.02,4251073327,1658,Yes,High School or below,Male,Yes,Married,24,\N,1,4,89,Technology Related Job,320,NV,63,211,No,No,0.01,3721,744,0,2015,1 -23,223549,0.07,0.02,4251073327,1658,Yes,High School or below,Male,Yes,Married,24,\N,1,4,89,Technology Related Job,320,NV,63,211,No,No,0.01,754,377,0,2015,2 -39,221578,0.01,0,4251040185,1659,Yes,High School or below,Female,Yes,Single,32,\N,3,1,29,Technology Related Job,180,VT,67,71,No,No,0.22,3021,604,0,2015,1 -39,221578,0.01,0,4251040185,1659,Yes,High School or below,Female,Yes,Single,32,\N,3,1,29,Technology Related Job,180,VT,67,71,No,No,0.22,3678,735,0,2015,2 -70,82479,0.07,0,4251095951,1660,Yes,High School or below,Male,Yes,Single,90,\N,1,7,48,Technology Related Job,352,WA,263,86,No,No,0.68,3467,495,0,2015,1 -70,82479,0.07,0,4251095951,1660,Yes,High School or below,Male,Yes,Single,90,\N,1,7,48,Technology Related Job,352,WA,263,86,No,No,0.68,3886,777,0,2015,2 -18,80508,0.01,0.02,4251099060,1661,Yes,Bachelor or equivalent,Male,No,Married,97,\N,3,4,88,Technology Related Job,212,IN,267,196,No,No,0.89,2313,771,0,2015,1 -18,80508,0.01,0.02,4251099060,1661,Yes,Bachelor or equivalent,Male,No,Married,97,\N,3,4,88,Technology Related Job,212,IN,267,196,No,No,0.89,1672,557,0,2015,2 -48,191408,0.07,0.02,4251028040,1662,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,0,2,7,Technology Related Job,385,IA,464,211,No,No,0.35,2678,892,0,2015,1 -48,191408,0.07,0.02,4251028040,1662,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,0,2,7,Technology Related Job,385,IA,464,211,No,No,0.35,2784,696,0,2015,2 -64,189437,0.01,0,4251013940,1663,Yes,Bachelor or equivalent,Female,Yes,Married,43,\N,3,7,47,Technology Related Job,245,NY,467,71,No,No,0.56,4913,982,0,2015,1 -64,189437,0.01,0,4251013940,1663,Yes,Bachelor or equivalent,Female,Yes,Married,43,\N,3,7,47,Technology Related Job,245,NY,467,71,No,No,0.56,2424,808,0,2015,2 -26,50337,0,0,4251044145,1664,Yes,Master or equivalent,Male,Yes,Married,101,\N,0,5,66,Technology Related Job,417,ND,164,86,No,Yes,0.02,1871,374,0,2015,1 -26,50337,0,0,4251044145,1664,Yes,Master or equivalent,Male,Yes,Married,101,\N,0,5,66,Technology Related Job,417,ND,164,86,No,Yes,0.02,4932,986,0,2015,2 -26,50337,0,0,4251044145,1664,Yes,Master or equivalent,Male,Yes,Married,101,\N,0,5,66,Technology Related Job,417,ND,164,86,No,Yes,0.02,2231,1115,0,2015,3 -42,48366,0.02,0.02,4251080580,1665,Yes,PhD or equivalent,Female,Yes,Single,108,\N,3,2,6,Technology Related Job,277,AL,167,196,No,No,0.23,5382,672,0,2015,1 -42,48366,0.02,0.02,4251080580,1665,Yes,PhD or equivalent,Female,Yes,Single,108,\N,3,2,6,Technology Related Job,277,AL,167,196,No,No,0.23,3564,891,0,2015,2 -73,159267,0,0.02,4251022477,1666,Yes,High School or below,Male,No,Single,46,\N,0,0,24,Technology Related Job,450,AZ,364,211,No,No,0.68,1198,399,1,2015,1 -73,159267,0,0.02,4251022477,1666,Yes,High School or below,Male,No,Single,46,\N,0,0,24,Technology Related Job,450,AZ,364,211,No,No,0.68,6995,635,1,2015,2 -20,157296,0.02,0,4251042323,1667,Yes,High School or below,Male,No,Single,53,\N,2,5,65,Technology Related Job,310,MD,368,71,No,No,0.89,6258,695,0,2015,1 -20,157296,0.02,0,4251042323,1667,Yes,High School or below,Male,No,Single,53,\N,2,5,65,Technology Related Job,310,MD,368,71,No,No,0.89,4302,860,0,2015,2 -51,18196,0,0,4251099693,1668,Yes,High School or below,Female,Yes,Single,111,\N,0,3,83,Technology Related Job,482,MA,65,86,No,No,0.35,4094,682,0,2015,1 -51,18196,0,0,4251099693,1668,Yes,High School or below,Female,Yes,Single,111,\N,0,3,83,Technology Related Job,482,MA,65,86,No,No,0.35,6761,751,0,2015,2 -67,16225,0.02,0.02,4251021647,1669,Yes,High School or below,Female,Yes,Married,119,\N,2,1,24,Technology Related Job,342,PA,68,196,No,No,0.56,5747,718,0,2015,1 -67,16225,0.02,0.02,4251021647,1669,Yes,High School or below,Female,Yes,Married,119,\N,2,1,24,Technology Related Job,342,PA,68,196,No,No,0.56,6726,747,0,2015,2 -29,127125,0,0.02,4251051248,1670,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,3,6,42,Technology Related Job,15,SC,265,211,No,No,0.02,1690,563,0,2015,1 -29,127125,0,0.02,4251051248,1670,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,3,6,42,Technology Related Job,15,SC,265,211,No,No,0.02,3547,886,0,2015,2 -45,125154,0.02,0,4251090050,1671,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,2,4,83,Technology Related Job,375,CT,268,71,No,Yes,0.23,4472,894,0,2015,1 -45,125154,0.02,0,4251090050,1671,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,2,4,83,Technology Related Job,375,CT,268,71,No,Yes,0.23,4738,789,0,2015,2 -75,236055,0.01,0,4251086890,1672,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,3,1,1,Technology Related Job,47,FL,465,86,No,No,0.68,8324,924,0,2015,1 -75,236055,0.01,0,4251086890,1672,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,3,1,1,Technology Related Job,47,FL,465,86,No,No,0.68,4065,1016,0,2015,2 -23,234084,0.03,0.02,4251047163,1673,Yes,Master or equivalent,Male,Yes,Single,10,\N,2,7,42,Technology Related Job,408,MT,469,196,No,No,0.89,663,663,0,2015,1 -23,234084,0.03,0.02,4251047163,1673,Yes,Master or equivalent,Male,Yes,Single,10,\N,2,7,42,Technology Related Job,408,MT,469,196,No,No,0.89,5882,735,0,2015,2 -54,94984,0.01,0.02,4251039143,1674,Yes,PhD or equivalent,Female,Yes,Single,67,\N,3,4,60,Technology Related Job,80,NV,166,211,No,No,0.35,3780,945,0,2015,1 -54,94984,0.01,0.02,4251039143,1674,Yes,PhD or equivalent,Female,Yes,Single,67,\N,3,4,60,Technology Related Job,80,NV,166,211,No,No,0.35,3701,925,0,2015,2 -69,93013,0.03,0,4251081566,1675,Yes,High School or below,Female,No,Married,75,\N,1,2,1,Technology Related Job,440,UT,169,71,No,No,0.56,5966,852,0,2015,1 -69,93013,0.03,0,4251081566,1675,Yes,High School or below,Female,No,Married,75,\N,1,2,1,Technology Related Job,440,UT,169,71,No,No,0.56,2467,411,0,2015,2 -32,203913,0.01,0,4251063231,1676,Yes,High School or below,Male,Yes,Married,13,\N,2,7,19,Technology Related Job,113,VA,366,86,No,No,0.02,2479,619,0,2015,1 -32,203913,0.01,0,4251063231,1676,Yes,High School or below,Male,Yes,Married,13,\N,2,7,19,Technology Related Job,113,VA,366,86,No,No,0.02,1681,840,0,2015,2 -48,201942,0.03,0.02,4251036830,1677,Yes,High School or below,Female,Yes,Married,20,\N,1,5,60,Technology Related Job,473,IL,369,196,No,No,0.23,7080,708,0,2015,1 -48,201942,0.03,0.02,4251036830,1677,Yes,High School or below,Female,Yes,Married,20,\N,1,5,60,Technology Related Job,473,IL,369,196,No,No,0.23,4014,1003,0,2015,2 -78,62843,0.01,0.02,4251076489,1678,Yes,High School or below,Male,Yes,Married,78,\N,2,2,78,Technology Related Job,145,IA,66,211,No,No,0.68,5343,763,0,2015,1 -78,62843,0.01,0.02,4251076489,1678,Yes,High School or below,Male,Yes,Married,78,\N,2,2,78,Technology Related Job,145,IA,66,211,No,No,0.68,5484,783,0,2015,2 -26,60872,0.03,0,4251064883,1679,Yes,Bachelor or equivalent,Male,Yes,Single,86,\N,1,0,18,Technology Related Job,5,NY,70,71,Yes,No,0.9,5453,779,0,2015,1 -26,60872,0.03,0,4251064883,1679,Yes,Bachelor or equivalent,Male,Yes,Single,86,\N,1,0,18,Technology Related Job,5,NY,70,71,Yes,No,0.9,5592,798,0,2015,2 -56,171772,0.02,0,4251034441,1680,Yes,Bachelor or equivalent,Female,No,Single,24,\N,2,5,37,Non-technology Related Job,178,ND,267,86,No,No,0.35,4166,833,0,2015,1 -56,171772,0.02,0,4251034441,1680,Yes,Bachelor or equivalent,Female,No,Single,24,\N,2,5,37,Non-technology Related Job,178,ND,267,86,No,No,0.35,8023,1002,0,2015,2 -72,169801,0.04,0.02,4251054097,1681,Yes,Master or equivalent,Female,No,Married,31,\N,0,3,77,Technology Related Job,38,WY,270,196,No,No,0.56,4960,992,0,2015,1 -72,169801,0.04,0.02,4251054097,1681,Yes,Master or equivalent,Female,No,Married,31,\N,0,3,77,Technology Related Job,38,WY,270,196,No,No,0.56,3583,895,0,2015,2 -35,30702,0.02,0.02,4251088204,1682,Yes,Master or equivalent,Male,Yes,Single,89,\N,2,1,96,Non-technology Related Job,210,AK,467,211,No,No,0.02,5695,813,1,2015,1 -35,30702,0.02,0.02,4251088204,1682,Yes,Master or equivalent,Male,Yes,Single,89,\N,2,1,96,Non-technology Related Job,210,AK,467,211,No,No,0.02,7945,1135,1,2015,2 -35,30702,0.02,0.02,4251088204,1682,Yes,Master or equivalent,Male,Yes,Single,89,\N,2,1,96,Non-technology Related Job,210,AK,467,211,No,No,0.02,878,878,1,2015,3 -51,28731,0.04,0,4251040372,1683,Yes,High School or below,Female,Yes,Married,96,\N,0,6,36,Technology Related Job,70,ME,470,71,No,No,0.23,2804,560,0,2015,1 -51,28731,0.04,0,4251040372,1683,Yes,High School or below,Female,Yes,Married,96,\N,0,6,36,Technology Related Job,70,ME,470,71,No,No,0.23,3803,1267,0,2015,2 -13,139631,0.02,0,4251008449,1684,Yes,High School or below,Male,Yes,Married,34,\N,1,4,55,Non-technology Related Job,243,MA,167,86,No,No,0.69,3196,639,0,2015,1 -13,139631,0.02,0,4251008449,1684,Yes,High School or below,Male,Yes,Married,34,\N,1,4,55,Non-technology Related Job,243,MA,167,86,No,No,0.69,2534,633,0,2015,2 -29,137660,0.04,0.02,4251061219,1685,Yes,High School or below,Male,Yes,Single,42,\N,0,1,95,Technology Related Job,103,PA,170,196,No,No,0.9,2065,413,0,2015,1 -29,137660,0.04,0.02,4251061219,1685,Yes,High School or below,Male,Yes,Single,42,\N,0,1,95,Technology Related Job,103,PA,170,196,No,No,0.9,1030,257,0,2015,2 -59,248560,0.02,0.02,4251033129,1686,Yes,High School or below,Female,No,Single,100,\N,1,7,14,Non-technology Related Job,275,SC,367,211,No,Yes,0.35,2119,353,0,2015,1 -59,248560,0.02,0.02,4251033129,1686,Yes,High School or below,Female,No,Single,100,\N,1,7,14,Non-technology Related Job,275,SC,367,211,No,Yes,0.35,7497,833,0,2015,2 -75,246589,0.05,0,4251085323,1687,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,0,4,54,Technology Related Job,135,CO,371,71,No,No,0.56,5326,887,0,2015,1 -75,246589,0.05,0,4251085323,1687,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,0,4,54,Technology Related Job,135,CO,371,71,No,No,0.56,3333,833,0,2015,2 -37,107490,0.03,0,4251008332,1688,No,Bachelor or equivalent,Female,Yes,Single,45,\N,1,2,73,Non-technology Related Job,308,DE,68,86,No,No,0.02,8958,995,1,2015,1 -37,107490,0.03,0,4251008332,1688,No,Bachelor or equivalent,Female,Yes,Single,45,\N,1,2,73,Non-technology Related Job,308,DE,68,86,No,No,0.02,3246,649,1,2015,2 -53,105519,0.05,0.02,4251031575,1689,Yes,Master or equivalent,Female,No,Married,53,\N,3,7,13,Technology Related Job,168,MO,71,196,No,No,0.23,4261,852,0,2015,1 -53,105519,0.05,0.02,4251031575,1689,Yes,Master or equivalent,Female,No,Married,53,\N,3,7,13,Technology Related Job,168,MO,71,196,No,No,0.23,5302,883,0,2015,2 -16,216419,0.03,0.02,4251036599,1690,Yes,Master or equivalent,Male,Yes,Married,111,\N,1,5,32,Non-technology Related Job,340,NE,268,211,No,No,0.69,5847,584,0,2015,1 -16,216419,0.03,0.02,4251036599,1690,Yes,Master or equivalent,Male,Yes,Married,111,\N,1,5,32,Non-technology Related Job,340,NE,268,211,No,No,0.69,1457,485,0,2015,2 -32,214448,0.05,0,4251045640,1691,Yes,High School or below,Male,Yes,Single,118,\N,3,2,72,Technology Related Job,201,UT,271,71,No,No,0.9,3478,695,0,2015,1 -32,214448,0.05,0,4251045640,1691,Yes,High School or below,Male,Yes,Single,118,\N,3,2,72,Technology Related Job,201,UT,271,71,No,No,0.9,3498,874,0,2015,2 -62,75348,0.03,0,4251038516,1692,Yes,High School or below,Female,Yes,Single,56,\N,0,0,91,Non-technology Related Job,373,VA,468,86,No,No,0.35,495,495,0,2015,1 -62,75348,0.03,0,4251038516,1692,Yes,High School or below,Female,Yes,Single,56,\N,0,0,91,Non-technology Related Job,373,VA,468,86,No,No,0.35,1914,478,0,2015,2 -78,73377,0.05,0.02,4251075888,1693,Yes,High School or below,Male,Yes,Single,63,\N,3,5,31,Technology Related Job,233,ID,472,196,No,Yes,0.57,4727,787,0,2015,1 -78,73377,0.05,0.02,4251075888,1693,Yes,High School or below,Male,Yes,Single,63,\N,3,5,31,Technology Related Job,233,ID,472,196,No,Yes,0.57,4086,1021,0,2015,2 -78,73377,0.05,0.02,4251075888,1693,Yes,High School or below,Male,Yes,Single,63,\N,3,5,31,Technology Related Job,233,ID,472,196,No,Yes,0.57,1052,1052,0,2015,3 -40,184278,0.03,0.02,4251048985,1694,Yes,High School or below,Female,No,Single,1,\N,0,3,49,Non-technology Related Job,406,IN,169,211,No,No,0.02,4121,686,1,2015,1 -40,184278,0.03,0.02,4251048985,1694,Yes,High School or below,Female,No,Single,1,\N,0,3,49,Non-technology Related Job,406,IN,169,211,No,No,0.02,1892,630,1,2015,2 -56,182307,0.06,0,4251081576,1695,Yes,Bachelor or equivalent,Female,No,Married,9,\N,3,0,90,Technology Related Job,266,NM,172,71,No,No,0.23,1698,424,0,2015,1 -56,182307,0.06,0,4251081576,1695,Yes,Bachelor or equivalent,Female,No,Married,9,\N,3,0,90,Technology Related Job,266,NM,172,71,No,No,0.23,2248,562,0,2015,2 -18,43207,0.04,0,4251091774,1696,Yes,Bachelor or equivalent,Male,Yes,Married,67,\N,0,6,8,Non-technology Related Job,438,NC,369,86,Yes,No,0.69,3054,763,1,2015,1 -18,43207,0.04,0,4251091774,1696,Yes,Bachelor or equivalent,Male,Yes,Married,67,\N,0,6,8,Non-technology Related Job,438,NC,369,86,Yes,No,0.69,2675,445,1,2015,2 -18,43207,0.04,0,4251091774,1696,Yes,Bachelor or equivalent,Male,Yes,Married,67,\N,0,6,8,Non-technology Related Job,438,NC,369,86,Yes,No,0.69,1152,1152,1,2015,3 -34,41236,0.06,0.02,4251061775,1697,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,2,3,49,Technology Related Job,298,WY,372,196,No,No,0.9,2006,1003,1,2015,1 -34,41236,0.06,0.02,4251061775,1697,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,2,3,49,Technology Related Job,298,WY,372,196,No,No,0.9,8787,976,1,2015,2 -34,41236,0.06,0.02,4251061775,1697,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,2,3,49,Technology Related Job,298,WY,372,196,No,No,0.9,1212,1212,1,2015,3 -65,152137,0.04,0.02,4251035219,1698,Yes,Master or equivalent,Female,Yes,Married,12,\N,3,1,67,Non-technology Related Job,471,AK,69,211,No,No,0.36,2449,489,0,2015,1 -65,152137,0.04,0.02,4251035219,1698,Yes,Master or equivalent,Female,Yes,Married,12,\N,3,1,67,Non-technology Related Job,471,AK,69,211,No,No,0.36,7036,1005,0,2015,2 -13,150165,0.06,0,4251046196,1699,Yes,High School or below,Male,Yes,Single,20,\N,2,7,8,Technology Related Job,331,LA,73,71,No,No,0.57,7857,982,0,2015,1 -13,150165,0.06,0,4251046196,1699,Yes,High School or below,Male,Yes,Single,20,\N,2,7,8,Technology Related Job,331,LA,73,71,No,No,0.57,1078,269,0,2015,2 -43,11066,0.04,0,4251046704,1700,Yes,High School or below,Female,No,Single,77,\N,3,4,26,Non-technology Related Job,3,MD,270,86,No,No,0.02,3278,546,0,2015,1 -43,11066,0.04,0,4251046704,1700,Yes,High School or below,Female,No,Single,77,\N,3,4,26,Non-technology Related Job,3,MD,270,86,No,No,0.02,3107,1035,0,2015,2 -43,11066,0.04,0,4251046704,1700,Yes,High School or below,Female,No,Single,77,\N,3,4,26,Non-technology Related Job,3,MD,270,86,No,No,0.02,148,148,0,2015,3 -59,9095,0.06,0.02,4251008818,1701,Yes,High School or below,Female,Yes,Married,85,\N,2,2,67,Technology Related Job,363,OR,273,196,No,No,0.23,4104,820,0,2015,1 -59,9095,0.06,0.02,4251008818,1701,Yes,High School or below,Female,Yes,Married,85,\N,2,2,67,Technology Related Job,363,OR,273,196,No,No,0.23,6487,926,0,2015,2 -21,119995,0.05,0.02,4251082664,1702,Yes,High School or below,Male,Yes,Married,23,\N,3,7,85,Non-technology Related Job,36,RI,470,211,No,No,0.69,4198,699,0,2015,1 -21,119995,0.05,0.02,4251082664,1702,Yes,High School or below,Male,Yes,Married,23,\N,3,7,85,Non-technology Related Job,36,RI,470,211,No,No,0.69,1402,467,0,2015,2 -37,118024,0.07,0.03,4251048234,1703,Yes,High School or below,Male,Yes,Married,30,\N,1,5,26,Technology Related Job,396,CO,473,71,No,No,0.9,2670,667,0,2015,1 -37,118024,0.07,0.03,4251048234,1703,Yes,High School or below,Male,Yes,Married,30,\N,1,5,26,Technology Related Job,396,CO,473,71,No,No,0.9,6604,825,0,2015,2 -68,228925,0.05,0,4251013998,1704,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,3,2,44,Non-technology Related Job,68,DE,170,86,No,No,0.36,7246,905,0,2015,1 -68,228925,0.05,0,4251013998,1704,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,3,2,44,Non-technology Related Job,68,DE,170,86,No,No,0.36,6783,847,0,2015,2 -15,226954,0.07,0.01,4251058905,1705,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,1,0,85,Technology Related Job,428,MS,174,196,No,No,0.57,7930,793,0,2015,1 -15,226954,0.07,0.01,4251058905,1705,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,1,0,85,Technology Related Job,428,MS,174,196,No,No,0.57,908,454,0,2015,2 -46,87854,0.05,0.02,4251043279,1706,Yes,Bachelor or equivalent,Female,Yes,Single,34,\N,2,5,3,Non-technology Related Job,101,MT,370,211,No,No,0.02,4829,603,0,2015,1 -46,87854,0.05,0.02,4251043279,1706,Yes,Bachelor or equivalent,Female,Yes,Single,34,\N,2,5,3,Non-technology Related Job,101,MT,370,211,No,No,0.02,6839,977,0,2015,2 -62,85883,0.07,0.03,4251016513,1707,Yes,PhD or equivalent,Female,Yes,Married,41,\N,1,3,43,Technology Related Job,461,TX,374,71,No,No,0.23,1768,589,0,2015,1 -62,85883,0.07,0.03,4251016513,1707,Yes,PhD or equivalent,Female,Yes,Married,41,\N,1,3,43,Technology Related Job,461,TX,374,71,No,No,0.23,3663,732,0,2015,2 -24,196783,0.05,0,4251053141,1708,Yes,High School or below,Male,No,Single,99,\N,2,0,62,Non-technology Related Job,133,VT,71,86,No,Yes,0.69,2287,571,0,2015,1 -24,196783,0.05,0,4251053141,1708,Yes,High School or below,Male,No,Single,99,\N,2,0,62,Non-technology Related Job,133,VT,71,86,No,Yes,0.69,4028,671,0,2015,2 -24,196783,0.05,0,4251053141,1708,Yes,High School or below,Male,No,Single,99,\N,2,0,62,Non-technology Related Job,133,VT,71,86,No,Yes,0.69,46,46,0,2015,3 -40,194812,0.07,0.01,4251011909,1709,Yes,High School or below,Male,No,Married,106,\N,1,6,2,Technology Related Job,494,ID,74,196,No,No,0.9,3059,509,0,2015,1 -40,194812,0.07,0.01,4251011909,1709,Yes,High School or below,Male,No,Married,106,\N,1,6,2,Technology Related Job,494,ID,74,196,No,No,0.9,1238,412,0,2015,2 -70,55713,0.06,0.02,4251077495,1710,Yes,High School or below,Female,Yes,Married,44,\N,2,4,21,Non-technology Related Job,166,IN,271,211,No,No,0.36,2286,571,0,2015,1 -70,55713,0.06,0.02,4251077495,1710,Yes,High School or below,Female,Yes,Married,44,\N,2,4,21,Non-technology Related Job,166,IN,271,211,No,No,0.36,2712,904,0,2015,2 -18,53742,0,0.03,4251070627,1711,Yes,High School or below,Male,Yes,Single,52,\N,0,1,61,Technology Related Job,26,NM,274,71,No,No,0.57,6570,657,0,2015,1 -18,53742,0,0.03,4251070627,1711,Yes,High School or below,Male,Yes,Single,52,\N,0,1,61,Technology Related Job,26,NM,274,71,No,No,0.57,5225,870,0,2015,2 -18,53742,0,0.03,4251070627,1711,Yes,High School or below,Male,Yes,Single,52,\N,0,1,61,Technology Related Job,26,NM,274,71,No,No,0.57,401,401,0,2015,3 -49,164642,0.06,0,4251037650,1712,Yes,High School or below,Female,Yes,Single,110,\N,2,7,80,Non-technology Related Job,199,NY,471,86,No,No,0.03,2279,455,0,2015,1 -49,164642,0.06,0,4251037650,1712,Yes,High School or below,Female,Yes,Single,110,\N,2,7,80,Non-technology Related Job,199,NY,471,86,No,No,0.03,5348,764,0,2015,2 -64,162671,0,0.01,4251047391,1713,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,0,4,20,Technology Related Job,59,WI,475,196,No,No,0.24,2738,684,0,2015,1 -64,162671,0,0.01,4251047391,1713,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,0,4,20,Technology Related Job,59,WI,475,196,No,No,0.24,3927,654,0,2015,2 -27,23571,0.06,0.02,4251089348,1714,Yes,Bachelor or equivalent,Male,No,Single,55,\N,1,2,39,Non-technology Related Job,231,AL,172,211,No,No,0.69,3906,781,0,2015,1 -27,23571,0.06,0.02,4251089348,1714,Yes,Bachelor or equivalent,Male,No,Single,55,\N,1,2,39,Non-technology Related Job,231,AL,172,211,No,No,0.69,2817,563,0,2015,2 -43,21600,0,0.03,4251016392,1715,Yes,Master or equivalent,Female,Yes,Married,63,\N,0,7,79,Technology Related Job,91,LA,175,71,No,Yes,0.9,5700,814,0,2015,1 -43,21600,0,0.03,4251016392,1715,Yes,Master or equivalent,Female,Yes,Married,63,\N,0,7,79,Technology Related Job,91,LA,175,71,No,Yes,0.9,3866,966,0,2015,2 -73,132501,0.06,0,4251036573,1716,Yes,PhD or equivalent,Female,Yes,Married,1,\N,1,5,98,Non-technology Related Job,264,MD,372,86,No,No,0.36,6524,1087,0,2015,2 -21,130530,0,0.01,4251072139,1717,Yes,High School or below,Male,Yes,Single,8,\N,3,2,38,Technology Related Job,124,OR,375,196,No,No,0.57,1427,475,0,2015,1 -21,130530,0,0.01,4251072139,1717,Yes,High School or below,Male,Yes,Single,8,\N,3,2,38,Technology Related Job,124,OR,375,196,No,No,0.57,2139,713,0,2015,2 -51,241430,0.07,0.02,4251027992,1718,Yes,High School or below,Female,Yes,Married,66,\N,1,0,57,Non-technology Related Job,296,PA,72,211,No,No,0.03,5589,698,0,2015,1 -51,241430,0.07,0.02,4251027992,1718,Yes,High School or below,Female,Yes,Married,66,\N,1,0,57,Non-technology Related Job,296,PA,72,211,No,No,0.03,6541,934,0,2015,2 -67,239459,0.01,0.03,4251068578,1719,Yes,High School or below,Female,Yes,Single,73,\N,3,5,97,Technology Related Job,156,CA,76,71,No,No,0.24,2769,553,0,2015,1 -67,239459,0.01,0.03,4251068578,1719,Yes,High School or below,Female,Yes,Single,73,\N,3,5,97,Technology Related Job,156,CA,76,71,No,No,0.24,6622,827,0,2015,2 -30,100360,0.07,0,4251022214,1720,Yes,High School or below,Male,Yes,Single,11,\N,0,3,16,Non-technology Related Job,329,CT,273,86,No,No,0.69,5106,1021,0,2015,1 -30,100360,0.07,0,4251022214,1720,Yes,High School or below,Male,Yes,Single,11,\N,0,3,16,Non-technology Related Job,329,CT,273,86,No,No,0.69,3610,722,0,2015,2 -46,98389,0.01,0.01,4251057051,1721,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,3,0,56,Technology Related Job,189,MS,276,196,Yes,No,0.9,2537,634,0,2015,1 -46,98389,0.01,0.01,4251057051,1721,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,3,0,56,Technology Related Job,189,MS,276,196,Yes,No,0.9,2263,377,0,2015,2 -76,209289,0.07,0.02,4251049110,1722,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,0,6,75,Non-technology Related Job,361,MT,473,211,No,No,0.36,3836,959,0,2015,1 -76,209289,0.07,0.02,4251049110,1722,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,0,6,75,Non-technology Related Job,361,MT,473,211,No,No,0.36,3284,656,0,2015,2 -24,207318,0.01,0.03,4251023572,1723,Yes,Master or equivalent,Male,No,Married,84,\N,3,3,15,Technology Related Job,221,TX,476,71,No,No,0.57,3841,960,0,2015,1 -24,207318,0.01,0.03,4251023572,1723,Yes,Master or equivalent,Male,No,Married,84,\N,3,3,15,Technology Related Job,221,TX,476,71,No,No,0.57,1994,664,0,2015,2 -54,68218,0.07,0,4251044250,1724,Yes,Master or equivalent,Female,Yes,Married,22,\N,0,1,33,Non-technology Related Job,394,UT,173,86,No,No,0.03,6732,961,0,2015,1 -54,68218,0.07,0,4251044250,1724,Yes,Master or equivalent,Female,Yes,Married,22,\N,0,1,33,Non-technology Related Job,394,UT,173,86,No,No,0.03,2872,574,0,2015,2 -54,68218,0.07,0,4251044250,1724,Yes,Master or equivalent,Female,Yes,Married,22,\N,0,1,33,Non-technology Related Job,394,UT,173,86,No,No,0.03,373,373,0,2015,3 -70,66247,0.01,0.01,4251049704,1725,Yes,High School or below,Female,Yes,Single,30,\N,2,6,74,Technology Related Job,254,HI,177,196,No,No,0.24,3236,647,0,2015,1 -70,66247,0.01,0.01,4251049704,1725,Yes,High School or below,Female,Yes,Single,30,\N,2,6,74,Technology Related Job,254,HI,177,196,No,No,0.24,1021,1021,0,2015,2 -32,177148,0,0.02,4251089946,1726,Yes,High School or below,Male,Yes,Single,87,\N,0,4,92,Non-technology Related Job,426,IL,374,211,No,No,0.69,6085,1014,1,2015,1 -32,177148,0,0.02,4251089946,1726,Yes,High School or below,Male,Yes,Single,87,\N,0,4,92,Non-technology Related Job,426,IL,374,211,No,No,0.69,3890,555,1,2015,2 -48,175177,0.02,0.03,4251048327,1727,Yes,High School or below,Female,Yes,Married,95,\N,2,2,33,Technology Related Job,287,NJ,377,71,No,No,0.91,2567,513,0,2015,1 -48,175177,0.02,0.03,4251048327,1727,Yes,High School or below,Female,Yes,Married,95,\N,2,2,33,Technology Related Job,287,NJ,377,71,No,No,0.91,6837,621,0,2015,2 -79,36077,0,0,4251055286,1728,Yes,High School or below,Male,No,Single,33,\N,3,7,51,Non-technology Related Job,459,NY,74,86,No,No,0.36,2391,597,0,2015,1 -79,36077,0,0,4251055286,1728,Yes,High School or below,Male,No,Single,33,\N,3,7,51,Non-technology Related Job,459,NY,74,86,No,No,0.36,3371,674,0,2015,2 -79,36077,0,0,4251055286,1728,Yes,High School or below,Male,No,Single,33,\N,3,7,51,Non-technology Related Job,459,NY,74,86,No,No,0.36,498,498,0,2015,3 -27,34106,0.02,0.01,4251054973,1729,Yes,Bachelor or equivalent,Male,Yes,Married,40,\N,2,5,92,Technology Related Job,319,WI,77,196,No,No,0.57,6317,631,0,2015,1 -27,34106,0.02,0.01,4251054973,1729,Yes,Bachelor or equivalent,Male,Yes,Married,40,\N,2,5,92,Technology Related Job,319,WI,77,196,No,No,0.57,4830,805,0,2015,2 -27,34106,0.02,0.01,4251054973,1729,Yes,Bachelor or equivalent,Male,Yes,Married,40,\N,2,5,92,Technology Related Job,319,WI,77,196,No,No,0.57,567,567,0,2015,3 -57,145006,0,0.02,4251056881,1730,Yes,Bachelor or equivalent,Female,Yes,Married,98,\N,3,2,10,Non-technology Related Job,492,WY,274,211,No,Yes,0.03,9263,1029,1,2015,1 -57,145006,0,0.02,4251056881,1730,Yes,Bachelor or equivalent,Female,Yes,Married,98,\N,3,2,10,Non-technology Related Job,492,WY,274,211,No,Yes,0.03,1168,1168,1,2015,2 -73,143035,0.02,0.03,4251047015,1731,Yes,Master or equivalent,Female,Yes,Single,106,\N,2,0,51,Technology Related Job,352,KY,278,71,No,No,0.24,3117,519,0,2015,1 -73,143035,0.02,0.03,4251047015,1731,Yes,Master or equivalent,Female,Yes,Single,106,\N,2,0,51,Technology Related Job,352,KY,278,71,No,No,0.24,1858,619,0,2015,2 -35,3936,0,0,4251023861,1732,Yes,Master or equivalent,Male,Yes,Single,44,\N,3,5,69,Non-technology Related Job,24,ME,474,86,No,No,0.7,3268,653,0,2015,1 -35,3936,0,0,4251023861,1732,Yes,Master or equivalent,Male,Yes,Single,44,\N,3,5,69,Non-technology Related Job,24,ME,474,86,No,No,0.7,2599,649,0,2015,2 -51,1965,0.02,0.01,4251022440,1733,Yes,High School or below,Female,Yes,Single,51,\N,1,3,10,Technology Related Job,384,OK,478,196,No,No,0.91,5312,758,0,2015,1 -51,1965,0.02,0.01,4251022440,1733,Yes,High School or below,Female,Yes,Single,51,\N,1,3,10,Technology Related Job,384,OK,478,196,No,No,0.91,7959,994,0,2015,2 -14,112865,0.01,0.02,4251073413,1734,No,High School or below,Male,Yes,Single,109,\N,3,0,28,Non-technology Related Job,57,PA,175,211,No,No,0.36,1076,538,0,2015,1 -14,112865,0.01,0.02,4251073413,1734,No,High School or below,Male,Yes,Single,109,\N,3,0,28,Non-technology Related Job,57,PA,175,211,No,No,0.36,2849,949,0,2015,2 -29,110894,0.03,0.03,4251061531,1735,Yes,High School or below,Male,Yes,Married,116,\N,1,6,69,Technology Related Job,417,CA,178,71,No,No,0.57,2580,860,0,2015,1 -29,110894,0.03,0.03,4251061531,1735,Yes,High School or below,Male,Yes,Married,116,\N,1,6,69,Technology Related Job,417,CA,178,71,No,No,0.57,4647,774,0,2015,2 -60,221795,0.01,0,4251079118,1736,Yes,High School or below,Female,Yes,Married,54,\N,2,3,87,Non-technology Related Job,89,CO,375,86,No,No,0.03,4577,915,0,2015,1 -60,221795,0.01,0,4251079118,1736,Yes,High School or below,Female,Yes,Married,54,\N,2,3,87,Non-technology Related Job,89,CO,375,86,No,No,0.03,3722,620,0,2015,2 -76,219823,0.03,0.01,4251052013,1737,Yes,Bachelor or equivalent,Female,No,Single,62,\N,1,1,27,Technology Related Job,449,MN,378,196,No,Yes,0.24,1757,878,0,2015,1 -76,219823,0.03,0.01,4251052013,1737,Yes,Bachelor or equivalent,Female,No,Single,62,\N,1,1,27,Technology Related Job,449,MN,378,196,No,Yes,0.24,2141,535,0,2015,2 -38,80724,0.01,0.02,4251084458,1738,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,2,7,46,Non-technology Related Job,122,MO,75,211,No,No,0.7,6732,673,1,2015,1 -38,80724,0.01,0.02,4251084458,1738,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,2,7,46,Non-technology Related Job,122,MO,75,211,No,No,0.7,4481,896,1,2015,2 -54,78753,0.03,0.03,4251019079,1739,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,0,4,86,Technology Related Job,482,TN,79,71,No,No,0.91,6697,837,0,2015,1 -54,78753,0.03,0.03,4251019079,1739,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,0,4,86,Technology Related Job,482,TN,79,71,No,No,0.91,1285,642,0,2015,2 -16,189653,0.01,0,4251055308,1740,Yes,Master or equivalent,Male,Yes,Single,65,\N,2,2,5,Non-technology Related Job,154,UT,276,86,No,No,0.36,3326,665,1,2015,1 -16,189653,0.01,0,4251055308,1740,Yes,Master or equivalent,Male,Yes,Single,65,\N,2,2,5,Non-technology Related Job,154,UT,276,86,No,No,0.36,2249,1124,1,2015,2 -32,187682,0.03,0.01,4251028810,1741,Yes,PhD or equivalent,Male,Yes,Married,73,\N,0,7,45,Technology Related Job,14,HI,279,196,No,No,0.58,1690,845,0,2015,1 -32,187682,0.03,0.01,4251028810,1741,Yes,PhD or equivalent,Male,Yes,Married,73,\N,0,7,45,Technology Related Job,14,HI,279,196,No,No,0.58,4958,991,0,2015,2 -63,48583,0.02,0.02,4251095928,1742,Yes,High School or below,Female,No,Married,11,\N,1,5,64,Non-technology Related Job,187,ID,476,211,No,No,0.03,1845,922,0,2015,1 -63,48583,0.02,0.02,4251095928,1742,Yes,High School or below,Female,No,Married,11,\N,1,5,64,Non-technology Related Job,187,ID,476,211,No,No,0.03,5783,722,0,2015,2 -63,48583,0.02,0.02,4251095928,1742,Yes,High School or below,Female,No,Married,11,\N,1,5,64,Non-technology Related Job,187,ID,476,211,No,No,0.03,648,648,0,2015,3 -78,46612,0.04,0.03,4251010867,1743,Yes,High School or below,Female,No,Married,18,\N,0,2,4,Technology Related Job,47,NH,479,71,No,No,0.24,3698,1232,0,2015,1 -78,46612,0.04,0.03,4251010867,1743,Yes,High School or below,Female,No,Married,18,\N,0,2,4,Technology Related Job,47,NH,479,71,No,No,0.24,4601,920,0,2015,2 -41,157512,0.02,0,4251033520,1744,Yes,High School or below,Male,Yes,Married,76,\N,1,0,23,Non-technology Related Job,219,NM,176,86,No,No,0.7,2393,797,0,2015,1 -41,157512,0.02,0,4251033520,1744,Yes,High School or below,Male,Yes,Married,76,\N,1,0,23,Non-technology Related Job,219,NM,176,86,No,No,0.7,6031,753,0,2015,2 -57,155541,0.04,0.01,4251084416,1745,Yes,High School or below,Female,Yes,Single,83,\N,0,5,63,Non-technology Related Job,80,WV,180,196,No,No,0.91,5218,745,0,2015,1 -57,155541,0.04,0.01,4251084416,1745,Yes,High School or below,Female,Yes,Single,83,\N,0,5,63,Non-technology Related Job,80,WV,180,196,No,No,0.91,5434,776,0,2015,2 -19,16441,0.02,0.02,4251045323,1746,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,1,3,82,Non-technology Related Job,252,WY,377,211,No,No,0.37,8122,902,0,2015,1 -19,16441,0.02,0.02,4251045323,1746,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,1,3,82,Non-technology Related Job,252,WY,377,211,No,No,0.37,3688,737,0,2015,2 -35,14470,0.04,0.03,4251099694,1747,Yes,Bachelor or equivalent,Male,Yes,Married,29,\N,3,0,22,Non-technology Related Job,112,KY,380,71,No,No,0.58,2118,706,0,2015,1 -35,14470,0.04,0.03,4251099694,1747,Yes,Bachelor or equivalent,Male,Yes,Married,29,\N,3,0,22,Non-technology Related Job,112,KY,380,71,No,No,0.58,4640,773,0,2015,2 -65,125371,0.02,0,4251064325,1748,Yes,Bachelor or equivalent,Female,Yes,Married,87,\N,1,6,41,Non-technology Related Job,285,LA,77,86,No,No,0.03,4468,893,0,2015,1 -65,125371,0.02,0,4251064325,1748,Yes,Bachelor or equivalent,Female,Yes,Married,87,\N,1,6,41,Non-technology Related Job,285,LA,77,86,No,No,0.03,3268,817,0,2015,2 -13,123400,0.04,0.01,4251058497,1749,Yes,Master or equivalent,Male,Yes,Married,94,\N,3,3,81,Non-technology Related Job,145,OH,80,196,No,No,0.24,2255,751,0,2015,1 -13,123400,0.04,0.01,4251058497,1749,Yes,Master or equivalent,Male,Yes,Married,94,\N,3,3,81,Non-technology Related Job,145,OH,80,196,No,No,0.24,4467,744,0,2015,2 -13,123400,0.04,0.01,4251058497,1749,Yes,Master or equivalent,Male,Yes,Married,94,\N,3,3,81,Non-technology Related Job,145,OH,80,196,No,No,0.24,1121,1121,0,2015,3 -44,234300,0.03,0.02,4251044972,1750,Yes,High School or below,Female,Yes,Married,32,\N,0,1,0,Non-technology Related Job,317,OR,277,211,No,No,0.7,3514,702,0,2015,1 -44,234300,0.03,0.02,4251044972,1750,Yes,High School or below,Female,Yes,Married,32,\N,0,1,0,Non-technology Related Job,317,OR,277,211,No,No,0.7,2648,529,0,2015,2 -60,232329,0.05,0.03,4251083582,1751,Yes,High School or below,Female,No,Single,40,\N,3,6,40,Non-technology Related Job,177,AR,281,70,No,No,0.91,4941,988,1,2015,1 -60,232329,0.05,0.03,4251083582,1751,Yes,High School or below,Female,No,Single,40,\N,3,6,40,Non-technology Related Job,177,AR,281,70,No,No,0.91,2908,415,1,2015,2 -22,93229,0.03,0,4251047050,1752,Yes,High School or below,Male,Yes,Single,97,\N,0,4,58,Non-technology Related Job,350,CO,478,85,No,Yes,0.37,4196,699,0,2015,1 -22,93229,0.03,0,4251047050,1752,Yes,High School or below,Male,Yes,Single,97,\N,0,4,58,Non-technology Related Job,350,CO,478,85,No,Yes,0.37,3037,506,0,2015,2 -38,91258,0.05,0.01,4251068086,1753,Yes,High School or below,Male,Yes,Married,105,\N,3,1,99,Non-technology Related Job,210,MN,481,195,No,No,0.58,6696,1116,0,2015,1 -38,91258,0.05,0.01,4251068086,1753,Yes,High School or below,Male,Yes,Married,105,\N,3,1,99,Non-technology Related Job,210,MN,481,195,No,No,0.58,2778,555,0,2015,2 -38,91258,0.05,0.01,4251068086,1753,Yes,High School or below,Male,Yes,Married,105,\N,3,1,99,Non-technology Related Job,210,MN,481,195,No,No,0.58,92,92,0,2015,3 -68,202159,0.03,0.02,4251051406,1754,Yes,High School or below,Female,Yes,Single,43,\N,0,7,17,Non-technology Related Job,382,MS,178,210,No,No,0.03,2617,436,1,2015,1 -68,202159,0.03,0.02,4251051406,1754,Yes,High School or below,Female,Yes,Single,43,\N,0,7,17,Non-technology Related Job,382,MS,178,210,No,No,0.03,2965,988,1,2015,2 -16,200188,0.05,0.03,4251067504,1755,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,5,58,Non-technology Related Job,242,SD,181,70,No,No,0.25,3328,1109,0,2015,1 -16,200188,0.05,0.03,4251067504,1755,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,5,58,Non-technology Related Job,242,SD,181,70,No,No,0.25,3344,1114,0,2015,2 -16,200188,0.05,0.03,4251067504,1755,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,5,58,Non-technology Related Job,242,SD,181,70,No,No,0.25,862,862,0,2015,3 -46,61088,0.03,0,4251062241,1756,Yes,Bachelor or equivalent,Female,No,Married,108,\N,0,2,76,Non-technology Related Job,415,TX,378,85,No,No,0.7,6862,762,0,2015,1 -46,61088,0.03,0,4251062241,1756,Yes,Bachelor or equivalent,Female,No,Married,108,\N,0,2,76,Non-technology Related Job,415,TX,378,85,No,No,0.7,3221,644,0,2015,2 -62,59117,0.05,0.01,4251019535,1757,Yes,Master or equivalent,Female,No,Single,116,\N,2,0,17,Non-technology Related Job,275,GA,381,195,No,No,0.91,3134,1044,0,2015,1 -62,59117,0.05,0.01,4251019535,1757,Yes,Master or equivalent,Female,No,Single,116,\N,2,0,17,Non-technology Related Job,275,GA,381,195,No,No,0.91,5394,674,0,2015,2 -25,170018,0.04,0.02,4251065185,1758,Yes,PhD or equivalent,Male,Yes,Single,54,\N,3,5,35,Non-technology Related Job,447,ID,78,210,No,No,0.37,3689,614,0,2015,1 -25,170018,0.04,0.02,4251065185,1758,Yes,PhD or equivalent,Male,Yes,Single,54,\N,3,5,35,Non-technology Related Job,447,ID,78,210,No,No,0.37,1076,358,0,2015,2 -41,168047,0.06,0.03,4251072850,1759,Yes,High School or below,Male,Yes,Single,61,\N,2,3,76,Non-technology Related Job,307,NH,82,70,No,Yes,0.58,5473,684,0,2015,1 -41,168047,0.06,0.03,4251072850,1759,Yes,High School or below,Male,Yes,Single,61,\N,2,3,76,Non-technology Related Job,307,NH,82,70,No,Yes,0.58,2415,805,0,2015,2 -41,168047,0.06,0.03,4251072850,1759,Yes,High School or below,Male,Yes,Single,61,\N,2,3,76,Non-technology Related Job,307,NH,82,70,No,Yes,0.58,262,262,0,2015,3 -71,28947,0.04,0.03,4251096935,1760,Yes,High School or below,Female,Yes,Single,119,\N,3,0,94,Non-technology Related Job,480,NM,279,85,Yes,No,0.04,4785,797,1,2015,1 -71,28947,0.04,0.03,4251096935,1760,Yes,High School or below,Female,Yes,Single,119,\N,3,0,94,Non-technology Related Job,480,NM,279,85,Yes,No,0.04,1002,1002,1,2015,2 -19,26976,0.06,0.01,4251033293,1761,Yes,High School or below,Male,Yes,Married,7,\N,1,6,35,Non-technology Related Job,340,WA,282,195,No,No,0.25,3773,539,0,2015,1 -19,26976,0.06,0.01,4251033293,1761,Yes,High School or below,Male,Yes,Married,7,\N,1,6,35,Non-technology Related Job,340,WA,282,195,No,No,0.25,3366,841,0,2015,2 -19,26976,0.06,0.01,4251033293,1761,Yes,High School or below,Male,Yes,Married,7,\N,1,6,35,Non-technology Related Job,340,WA,282,195,No,No,0.25,1089,1089,0,2015,3 -49,137876,0.04,0.01,4251016731,1762,Yes,High School or below,Female,No,Married,64,\N,3,3,53,Non-technology Related Job,12,WI,479,210,No,No,0.7,4776,955,0,2015,1 -49,137876,0.04,0.01,4251016731,1762,Yes,High School or below,Female,No,Married,64,\N,3,3,53,Non-technology Related Job,12,WI,479,210,No,No,0.7,3406,681,0,2015,2 -65,135905,0.06,0.03,4251053103,1763,Yes,Bachelor or equivalent,Female,Yes,Single,72,\N,1,1,94,Non-technology Related Job,373,KS,482,70,No,No,0.91,5683,631,0,2015,1 -65,135905,0.06,0.03,4251053103,1763,Yes,Bachelor or equivalent,Female,Yes,Single,72,\N,1,1,94,Non-technology Related Job,373,KS,482,70,No,No,0.91,4337,722,0,2015,2 -28,246806,0.04,0.03,4251057398,1764,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,2,6,12,Non-technology Related Job,45,LA,179,85,No,No,0.37,6947,771,0,2015,1 -28,246806,0.04,0.03,4251057398,1764,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,2,6,12,Non-technology Related Job,45,LA,179,85,No,No,0.37,4786,683,0,2015,2 -43,244835,0.06,0.01,4251076653,1765,Yes,Master or equivalent,Male,No,Single,17,\N,1,4,52,Non-technology Related Job,405,OH,183,195,No,No,0.58,3343,668,0,2015,1 -43,244835,0.06,0.01,4251076653,1765,Yes,Master or equivalent,Male,No,Single,17,\N,1,4,52,Non-technology Related Job,405,OH,183,195,No,No,0.58,3839,426,0,2015,2 -74,105735,0.05,0.01,4251022320,1766,Yes,Master or equivalent,Female,Yes,Single,75,\N,2,2,71,Others,78,OR,380,210,No,No,0.04,4985,1246,0,2015,1 -74,105735,0.05,0.01,4251022320,1766,Yes,Master or equivalent,Female,Yes,Single,75,\N,2,2,71,Others,78,OR,380,210,No,No,0.04,5680,946,0,2015,2 -22,103764,0.07,0.03,4251071650,1767,Yes,High School or below,Male,Yes,Married,83,\N,1,7,11,Non-technology Related Job,438,AZ,383,70,No,No,0.25,2139,713,0,2015,1 -22,103764,0.07,0.03,4251071650,1767,Yes,High School or below,Male,Yes,Married,83,\N,1,7,11,Non-technology Related Job,438,AZ,383,70,No,No,0.25,2836,709,0,2015,2 -52,214664,0.05,0.03,4251056084,1768,Yes,High School or below,Female,Yes,Married,21,\N,2,5,30,Others,110,CA,80,85,No,No,0.7,4888,698,0,2015,1 -52,214664,0.05,0.03,4251056084,1768,Yes,High School or below,Female,Yes,Married,21,\N,2,5,30,Others,110,CA,80,85,No,No,0.7,451,225,0,2015,2 -68,212693,0.07,0.01,4251055409,1769,Yes,High School or below,Female,Yes,Married,28,\N,0,2,70,Non-technology Related Job,470,MI,83,195,No,No,0.91,5714,952,0,2015,1 -68,212693,0.07,0.01,4251055409,1769,Yes,High School or below,Female,Yes,Married,28,\N,0,2,70,Non-technology Related Job,470,MI,83,195,No,No,0.91,2937,587,0,2015,2 -30,73594,0.05,0.01,4251092161,1770,Yes,High School or below,Male,No,Married,86,\N,2,0,89,Others,143,MS,280,210,No,No,0.37,1734,578,0,2015,1 -30,73594,0.05,0.01,4251092161,1770,Yes,High School or below,Male,No,Married,86,\N,2,0,89,Others,143,MS,280,210,No,No,0.37,5534,790,0,2015,2 -46,71623,0.07,0.03,4251087087,1771,Yes,Bachelor or equivalent,Male,No,Single,93,\N,0,5,29,Non-technology Related Job,3,SD,284,70,No,No,0.58,2690,538,0,2015,1 -46,71623,0.07,0.03,4251087087,1771,Yes,Bachelor or equivalent,Male,No,Single,93,\N,0,5,29,Non-technology Related Job,3,SD,284,70,No,No,0.58,3000,1000,0,2015,2 -46,71623,0.07,0.03,4251087087,1771,Yes,Bachelor or equivalent,Male,No,Single,93,\N,0,5,29,Non-technology Related Job,3,SD,284,70,No,No,0.58,1361,1361,0,2015,3 -77,182523,0.05,0.03,4251052078,1772,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,1,3,48,Others,175,TX,481,85,No,No,0.04,3730,621,0,2015,1 -77,182523,0.05,0.03,4251052078,1772,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,1,3,48,Others,175,TX,481,85,No,No,0.04,2409,481,0,2015,2 -24,180552,0.07,0.01,4251066557,1773,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,0,0,88,Non-technology Related Job,35,FL,484,195,No,No,0.25,2617,654,0,2015,1 -24,180552,0.07,0.01,4251066557,1773,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,0,0,88,Non-technology Related Job,35,FL,484,195,No,No,0.25,2585,517,0,2015,2 -55,41452,0.06,0.01,4251021296,1774,Yes,Master or equivalent,Female,Yes,Single,97,\N,1,6,7,Others,208,HI,181,210,No,No,0.71,1087,1087,1,2015,1 -55,41452,0.06,0.01,4251021296,1774,Yes,Master or equivalent,Female,Yes,Single,97,\N,1,6,7,Others,208,HI,181,210,No,No,0.71,3592,718,1,2015,2 -71,39481,0,0.03,4251099713,1775,Yes,High School or below,Female,Yes,Married,104,\N,0,3,47,Non-technology Related Job,68,NV,184,70,No,No,0.92,2916,729,0,2015,1 -71,39481,0,0.03,4251099713,1775,Yes,High School or below,Female,Yes,Married,104,\N,0,3,47,Non-technology Related Job,68,NV,184,70,No,No,0.92,5578,929,0,2015,2 -33,150382,0.06,0.03,4251079996,1776,Yes,High School or below,Male,No,Married,42,\N,1,1,66,Others,240,NJ,381,85,No,No,0.37,5676,946,0,2015,1 -33,150382,0.06,0.03,4251079996,1776,Yes,High School or below,Male,No,Married,42,\N,1,1,66,Others,240,NJ,381,85,No,No,0.37,5533,790,0,2015,2 -49,148411,0,0.01,4251066992,1777,Yes,High School or below,Female,Yes,Single,50,\N,3,6,6,Non-technology Related Job,100,WA,385,195,No,No,0.58,3136,1045,0,2015,1 -49,148411,0,0.01,4251066992,1777,Yes,High School or below,Female,Yes,Single,50,\N,3,6,6,Non-technology Related Job,100,WA,385,195,No,No,0.58,4703,522,0,2015,2 -79,9311,0.06,0.01,4251040801,1778,Yes,High School or below,Female,Yes,Single,108,\N,0,4,25,Others,273,WI,81,210,No,No,0.04,4064,812,1,2015,1 -79,9311,0.06,0.01,4251040801,1778,Yes,High School or below,Female,Yes,Single,108,\N,0,4,25,Others,273,WI,81,210,No,No,0.04,3141,785,1,2015,2 -27,7340,0,0.03,4251012733,1779,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,3,1,65,Non-technology Related Job,133,IA,85,70,No,No,0.25,4715,943,0,2015,1 -27,7340,0,0.03,4251012733,1779,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,3,1,65,Non-technology Related Job,133,IA,85,70,No,No,0.25,3090,1030,0,2015,2 -58,118241,0.06,0.03,4251094559,1780,No,Bachelor or equivalent,Female,Yes,Single,53,\N,0,7,83,Others,305,KY,282,85,No,No,0.71,2005,501,0,2015,1 -58,118241,0.06,0.03,4251094559,1780,No,Bachelor or equivalent,Female,Yes,Single,53,\N,0,7,83,Others,305,KY,282,85,No,No,0.71,3029,432,0,2015,2 -58,118241,0.06,0.03,4251094559,1780,No,Bachelor or equivalent,Female,Yes,Single,53,\N,0,7,83,Others,305,KY,282,85,No,No,0.71,661,661,0,2015,3 -73,116270,0.01,0.01,4251036312,1781,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,3,4,24,Non-technology Related Job,166,ND,285,195,No,Yes,0.92,1249,416,0,2015,1 -73,116270,0.01,0.01,4251036312,1781,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,3,4,24,Non-technology Related Job,166,ND,285,195,No,Yes,0.92,5600,1120,0,2015,2 -36,227170,0.07,0.01,4251040988,1782,Yes,Bachelor or equivalent,Male,Yes,Married,118,\N,0,2,42,Others,338,OK,482,210,No,No,0.37,7092,788,0,2015,1 -36,227170,0.07,0.01,4251040988,1782,Yes,Bachelor or equivalent,Male,Yes,Married,118,\N,0,2,42,Others,338,OK,482,210,No,No,0.37,4392,878,0,2015,2 -52,225199,0.01,0.03,4251094296,1783,Yes,PhD or equivalent,Female,Yes,Single,6,\N,2,0,83,Non-technology Related Job,198,AZ,485,70,No,No,0.58,4518,753,0,2015,1 -52,225199,0.01,0.03,4251094296,1783,Yes,PhD or equivalent,Female,Yes,Single,6,\N,2,0,83,Non-technology Related Job,198,AZ,485,70,No,No,0.58,4927,821,0,2015,2 -14,86099,0.07,0.03,4251088180,1784,Yes,High School or below,Male,No,Married,64,\N,0,5,1,Others,371,CA,182,85,No,No,0.04,3869,644,1,2015,1 -14,86099,0.07,0.03,4251088180,1784,Yes,High School or below,Male,No,Married,64,\N,0,5,1,Others,371,CA,182,85,No,No,0.04,6430,918,1,2015,2 -30,84128,0.01,0.01,4251042296,1785,Yes,High School or below,Male,No,Single,71,\N,2,3,42,Non-technology Related Job,231,MA,186,195,Yes,No,0.25,2904,726,1,2015,1 -30,84128,0.01,0.01,4251042296,1785,Yes,High School or below,Male,No,Single,71,\N,2,3,42,Non-technology Related Job,231,MA,186,195,Yes,No,0.25,3701,925,1,2015,2 -60,195029,0.07,0.01,4251065889,1786,Yes,High School or below,Female,Yes,Single,9,\N,3,0,60,Others,403,MN,383,210,No,No,0.71,4473,745,0,2015,1 -60,195029,0.07,0.01,4251065889,1786,Yes,High School or below,Female,Yes,Single,9,\N,3,0,60,Others,403,MN,383,210,No,No,0.71,3389,484,0,2015,2 -76,193058,0.01,0.03,4251050440,1787,Yes,High School or below,Female,Yes,Married,17,\N,2,6,1,Non-technology Related Job,263,SC,386,70,No,No,0.92,3640,728,0,2015,1 -76,193058,0.01,0.03,4251050440,1787,Yes,High School or below,Female,Yes,Married,17,\N,2,6,1,Non-technology Related Job,263,SC,386,70,No,No,0.92,3137,627,0,2015,2 -76,193058,0.01,0.03,4251050440,1787,Yes,High School or below,Female,Yes,Married,17,\N,2,6,1,Non-technology Related Job,263,SC,386,70,No,No,0.92,185,185,0,2015,3 -39,53958,0.07,0.03,4251041146,1788,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,3,3,19,Others,436,TN,83,85,No,No,0.37,1947,973,0,2015,1 -39,53958,0.07,0.03,4251041146,1788,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,3,3,19,Others,436,TN,83,85,No,No,0.37,1038,1038,0,2015,2 -55,51987,0.02,0.01,4251021507,1789,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,2,1,60,Non-technology Related Job,296,FL,86,195,No,No,0.59,2167,722,0,2015,1 -55,51987,0.02,0.01,4251021507,1789,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,2,1,60,Non-technology Related Job,296,FL,86,195,No,No,0.59,4378,729,0,2015,2 -17,162887,0,0.01,4251013808,1790,Yes,Bachelor or equivalent,Male,No,Married,20,\N,3,6,78,Others,468,HI,283,210,No,No,0.04,4661,665,0,2015,1 -17,162887,0,0.01,4251013808,1790,Yes,Bachelor or equivalent,Male,No,Married,20,\N,3,6,78,Others,468,HI,283,210,No,No,0.04,4696,782,0,2015,2 -33,160916,0.02,0.03,4251012489,1791,Yes,Master or equivalent,Male,Yes,Single,27,\N,1,4,19,Non-technology Related Job,328,NV,287,70,No,No,0.25,1820,606,0,2015,1 -33,160916,0.02,0.03,4251012489,1791,Yes,Master or equivalent,Male,Yes,Single,27,\N,1,4,19,Non-technology Related Job,328,NV,287,70,No,No,0.25,4745,949,0,2015,2 -63,21817,0,0.03,4251052287,1792,Yes,PhD or equivalent,Female,Yes,Single,85,\N,3,1,37,Others,1,NH,484,85,No,No,0.71,615,307,1,2015,1 -63,21817,0,0.03,4251052287,1792,Yes,PhD or equivalent,Female,Yes,Single,85,\N,3,1,37,Others,1,NH,484,85,No,No,0.71,5901,737,1,2015,2 -79,19846,0.02,0.01,4251050612,1793,Yes,High School or below,Female,Yes,Married,93,\N,1,7,78,Non-technology Related Job,361,VA,487,195,No,No,0.92,3408,568,0,2015,1 -79,19846,0.02,0.01,4251050612,1793,Yes,High School or below,Female,Yes,Married,93,\N,1,7,78,Non-technology Related Job,361,VA,487,195,No,No,0.92,1975,395,0,2015,2 -41,130746,0,0.01,4251071570,1794,Yes,High School or below,Male,Yes,Single,31,\N,2,5,96,Others,33,WV,184,210,No,Yes,0.38,4912,614,0,2015,1 -41,130746,0,0.01,4251071570,1794,Yes,High School or below,Male,Yes,Single,31,\N,2,5,96,Others,33,WV,184,210,No,Yes,0.38,1953,976,0,2015,2 -57,128775,0.02,0.03,4251063765,1795,Yes,High School or below,Female,Yes,Married,38,\N,1,2,36,Non-technology Related Job,393,IA,187,70,No,No,0.59,7402,740,0,2015,1 -57,128775,0.02,0.03,4251063765,1795,Yes,High School or below,Female,Yes,Married,38,\N,1,2,36,Non-technology Related Job,393,IA,187,70,No,No,0.59,339,339,0,2015,2 -20,239676,0,0.03,4251026357,1796,Yes,High School or below,Male,Yes,Married,96,\N,2,0,55,Others,66,KY,384,85,No,No,0.04,4666,518,0,2015,1 -20,239676,0,0.03,4251026357,1796,Yes,High School or below,Male,Yes,Married,96,\N,2,0,55,Others,66,KY,384,85,No,No,0.04,3969,992,0,2015,2 -36,237705,0.03,0.01,4251092614,1797,Yes,Bachelor or equivalent,Male,Yes,Single,103,\N,1,5,95,Non-technology Related Job,426,ND,388,195,No,No,0.25,3850,770,0,2015,1 -36,237705,0.03,0.01,4251092614,1797,Yes,Bachelor or equivalent,Male,Yes,Single,103,\N,1,5,95,Non-technology Related Job,426,ND,388,195,No,No,0.25,3151,787,0,2015,2 -66,98605,0.01,0.01,4251077755,1798,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,2,3,14,Others,98,OH,85,210,No,No,0.71,4208,526,0,2015,1 -66,98605,0.01,0.01,4251077755,1798,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,2,3,14,Others,98,OH,85,210,No,No,0.71,5817,581,0,2015,2 -14,96634,0.03,0.03,4251012494,1799,Yes,Master or equivalent,Female,No,Single,49,\N,0,0,54,Non-technology Related Job,459,AK,88,70,No,No,0.92,6483,720,0,2015,1 -14,96634,0.03,0.03,4251012494,1799,Yes,Master or equivalent,Female,No,Single,49,\N,0,0,54,Non-technology Related Job,459,AK,88,70,No,No,0.92,3660,915,0,2015,2 -44,207534,0.01,0.03,4251081051,1800,Yes,Master or equivalent,Male,Yes,Single,107,\N,1,6,73,Others,131,AR,285,85,No,No,0.38,5179,739,0,2015,1 -44,207534,0.01,0.03,4251081051,1800,Yes,Master or equivalent,Male,Yes,Single,107,\N,1,6,73,Others,131,AR,285,85,No,No,0.38,2838,473,0,2015,2 -60,205563,0.03,0.01,4251044780,1801,Yes,High School or below,Female,Yes,Married,114,\N,0,3,13,Non-technology Related Job,491,MA,288,195,No,No,0.59,4280,713,0,2015,1 -60,205563,0.03,0.01,4251044780,1801,Yes,High School or below,Female,Yes,Married,114,\N,0,3,13,Non-technology Related Job,491,MA,288,195,No,No,0.59,5294,882,0,2015,2 -23,66464,0.01,0.01,4251060483,1802,Yes,High School or below,Male,Yes,Married,52,\N,1,1,32,Others,164,MN,485,210,No,No,0.04,6020,752,0,2015,1 -23,66464,0.01,0.01,4251060483,1802,Yes,High School or below,Male,Yes,Married,52,\N,1,1,32,Others,164,MN,485,210,No,No,0.04,3922,653,0,2015,2 -38,64493,0.03,0.03,4251083763,1803,Yes,High School or below,Male,Yes,Single,60,\N,0,6,72,Non-technology Related Job,24,SC,488,70,No,Yes,0.26,2187,437,0,2015,1 -38,64493,0.03,0.03,4251083763,1803,Yes,High School or below,Male,Yes,Single,60,\N,0,6,72,Non-technology Related Job,24,SC,488,70,No,Yes,0.26,5333,761,0,2015,2 -69,175393,0.02,0.03,4251055611,1804,Yes,High School or below,Female,No,Single,118,\N,1,4,91,Others,196,SD,185,85,No,No,0.71,2188,729,0,2015,1 -69,175393,0.02,0.03,4251055611,1804,Yes,High School or below,Female,No,Single,118,\N,1,4,91,Others,196,SD,185,85,No,No,0.71,2781,927,0,2015,2 -69,175393,0.02,0.03,4251055611,1804,Yes,High School or below,Female,No,Single,118,\N,1,4,91,Others,196,SD,185,85,No,No,0.71,376,376,0,2015,3 -17,173422,0.04,0.01,4251014908,1805,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,3,1,31,Non-technology Related Job,56,DE,189,195,No,No,0.92,3632,518,0,2015,1 -17,173422,0.04,0.01,4251014908,1805,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,3,1,31,Non-technology Related Job,56,DE,189,195,No,No,0.92,4943,617,0,2015,2 -47,34322,0.02,0.01,4251066852,1806,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,1,7,50,Others,229,GA,386,210,No,No,0.38,2658,886,0,2015,1 -47,34322,0.02,0.01,4251066852,1806,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,1,7,50,Others,229,GA,386,210,No,No,0.38,5922,658,0,2015,2 -47,34322,0.02,0.01,4251066852,1806,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,1,7,50,Others,229,GA,386,210,No,No,0.38,1054,1054,0,2015,3 -63,32351,0.04,0.03,4251091106,1807,Yes,Master or equivalent,Female,Yes,Married,70,\N,3,4,90,Non-technology Related Job,89,NE,389,70,No,No,0.59,3834,639,0,2015,1 -63,32351,0.04,0.03,4251091106,1807,Yes,Master or equivalent,Female,Yes,Married,70,\N,3,4,90,Non-technology Related Job,89,NE,389,70,No,No,0.59,1525,762,0,2015,2 -25,143252,0.02,0.03,4251046173,1808,Yes,Master or equivalent,Male,Yes,Married,8,\N,0,2,9,Others,261,NH,86,85,No,No,0.05,2291,572,0,2015,1 -25,143252,0.02,0.03,4251046173,1808,Yes,Master or equivalent,Male,Yes,Married,8,\N,0,2,9,Others,261,NH,86,85,No,No,0.05,6104,763,0,2015,2 -41,141281,0.04,0.01,4251019784,1809,Yes,High School or below,Male,Yes,Married,16,\N,3,7,49,Non-technology Related Job,121,VA,89,195,No,No,0.26,4239,847,0,2015,1 -41,141281,0.04,0.01,4251019784,1809,Yes,High School or below,Male,Yes,Married,16,\N,3,7,49,Non-technology Related Job,121,VA,89,195,No,No,0.26,5532,614,0,2015,2 -72,2181,0.02,0.01,4251087217,1810,Yes,High School or below,Female,Yes,Married,74,\N,0,5,67,Others,294,WA,286,210,No,No,0.71,3320,830,0,2015,1 -72,2181,0.02,0.01,4251087217,1810,Yes,High School or below,Female,Yes,Married,74,\N,0,5,67,Others,294,WA,286,210,No,No,0.71,1776,444,0,2015,2 -19,210,0.04,0.03,4251081036,1811,Yes,High School or below,Male,Yes,Single,81,\N,3,2,8,Non-technology Related Job,154,IN,290,70,No,No,0.92,1226,613,0,2015,1 -19,210,0.04,0.03,4251081036,1811,Yes,High School or below,Male,Yes,Single,81,\N,3,2,8,Non-technology Related Job,154,IN,290,70,No,No,0.92,4308,861,0,2015,2 -50,111110,0.03,0.03,4251056004,1812,Yes,High School or below,Female,Yes,Single,19,\N,0,0,26,Others,326,KS,487,85,No,No,0.38,3132,626,0,2015,1 -50,111110,0.03,0.03,4251056004,1812,Yes,High School or below,Female,Yes,Single,19,\N,0,0,26,Others,326,KS,487,85,No,No,0.38,5025,558,0,2015,2 -66,109139,0.05,0.01,4251059657,1813,Yes,Bachelor or equivalent,Female,No,Married,27,\N,2,6,67,Non-technology Related Job,186,NC,490,195,No,No,0.59,5062,1012,0,2015,1 -66,109139,0.05,0.01,4251059657,1813,Yes,Bachelor or equivalent,Female,No,Married,27,\N,2,6,67,Non-technology Related Job,186,NC,490,195,No,No,0.59,2969,742,0,2015,2 -28,220040,0.03,0.01,4251066748,1814,Yes,Bachelor or equivalent,Male,Yes,Married,84,\N,0,3,85,Others,359,OH,187,210,No,No,0.05,5025,558,0,2015,1 -28,220040,0.03,0.01,4251066748,1814,Yes,Bachelor or equivalent,Male,Yes,Married,84,\N,0,3,85,Others,359,OH,187,210,No,No,0.05,1201,400,0,2015,2 -44,218069,0.05,0.03,4251055714,1815,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,2,1,26,Non-technology Related Job,219,AK,190,70,No,No,0.26,1120,560,0,2015,1 -44,218069,0.05,0.03,4251055714,1815,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,2,1,26,Non-technology Related Job,219,AK,190,70,No,No,0.26,3316,663,0,2015,2 -74,78969,0.03,0.03,4251094889,1816,Yes,Master or equivalent,Female,Yes,Married,30,\N,3,6,44,Others,391,AZ,387,85,No,Yes,0.71,5447,778,1,2015,1 -74,78969,0.03,0.03,4251094889,1816,Yes,Master or equivalent,Female,Yes,Married,30,\N,3,6,44,Others,391,AZ,387,85,No,Yes,0.71,5232,581,1,2015,2 -22,76998,0.05,0.01,4251037181,1817,Yes,High School or below,Male,Yes,Single,37,\N,2,4,85,Non-technology Related Job,252,MD,391,195,No,No,0.92,5847,730,0,2015,1 -22,76998,0.05,0.01,4251037181,1817,Yes,High School or below,Male,Yes,Single,37,\N,2,4,85,Non-technology Related Job,252,MD,391,195,No,No,0.92,5614,935,0,2015,2 -53,187899,0.03,0.01,4251043376,1818,Yes,High School or below,Female,No,Single,95,\N,3,1,3,Others,424,MI,88,210,No,No,0.38,6129,875,1,2015,1 -53,187899,0.03,0.01,4251043376,1818,Yes,High School or below,Female,No,Single,95,\N,3,1,3,Others,424,MI,88,210,No,No,0.38,5871,733,1,2015,2 -69,185928,0.05,0.03,4251072334,1819,Yes,High School or below,Female,No,Married,103,\N,1,7,44,Non-technology Related Job,284,RI,91,70,No,No,0.59,4448,741,0,2015,1 -69,185928,0.05,0.03,4251072334,1819,Yes,High School or below,Female,No,Married,103,\N,1,7,44,Non-technology Related Job,284,RI,91,70,No,No,0.59,1699,849,0,2015,2 -31,46828,0.04,0.03,4251087587,1820,Yes,High School or below,Male,Yes,Single,41,\N,3,4,62,Others,457,SD,288,85,No,No,0.05,6552,819,0,2015,1 -31,46828,0.04,0.03,4251087587,1820,Yes,High School or below,Male,Yes,Single,41,\N,3,4,62,Others,457,SD,288,85,No,No,0.05,994,497,0,2015,2 -31,46828,0.04,0.03,4251087587,1820,Yes,High School or below,Male,Yes,Single,41,\N,3,4,62,Others,457,SD,288,85,No,No,0.05,282,282,0,2015,3 -47,44857,0.06,0.01,4251032215,1821,Yes,High School or below,Male,Yes,Married,48,\N,1,2,3,Non-technology Related Job,317,DE,291,195,No,No,0.26,7115,790,0,2015,1 -47,44857,0.06,0.01,4251032215,1821,Yes,High School or below,Male,Yes,Married,48,\N,1,2,3,Non-technology Related Job,317,DE,291,195,No,No,0.26,2765,553,0,2015,2 -77,155757,0.04,0.01,4251043654,1822,Yes,Bachelor or equivalent,Female,Yes,Married,106,\N,2,7,21,Others,489,FL,488,210,No,No,0.72,1018,1018,0,2015,1 -77,155757,0.04,0.01,4251043654,1822,Yes,Bachelor or equivalent,Female,Yes,Married,106,\N,2,7,21,Others,489,FL,488,210,No,No,0.72,5249,874,0,2015,2 -77,155757,0.04,0.01,4251043654,1822,Yes,Bachelor or equivalent,Female,Yes,Married,106,\N,2,7,21,Others,489,FL,488,210,No,No,0.72,1783,891,0,2015,3 -25,153786,0.06,0.03,4251047299,1823,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,1,5,61,Non-technology Related Job,349,MT,492,70,No,No,0.93,2672,534,0,2015,1 -25,153786,0.06,0.03,4251047299,1823,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,1,5,61,Non-technology Related Job,349,MT,492,70,No,No,0.93,4537,648,0,2015,2 -55,14687,0.04,0.03,4251035319,1824,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,2,3,80,Others,22,NV,189,85,Yes,No,0.38,5957,992,0,2015,1 -55,14687,0.04,0.03,4251035319,1824,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,2,3,80,Others,22,NV,189,85,Yes,No,0.38,6131,613,0,2015,2 -71,12716,0.06,0.01,4251067771,1825,Yes,PhD or equivalent,Female,Yes,Single,59,\N,1,0,20,Non-technology Related Job,382,VT,192,195,No,Yes,0.59,2507,501,0,2015,1 -71,12716,0.06,0.01,4251067771,1825,Yes,PhD or equivalent,Female,Yes,Single,59,\N,1,0,20,Non-technology Related Job,382,VT,192,195,No,Yes,0.59,621,155,0,2015,2 -34,123616,0.04,0.01,4251091117,1826,No,High School or below,Male,Yes,Single,117,\N,2,6,39,Others,54,WA,389,210,No,No,0.05,1524,508,0,2015,1 -34,123616,0.04,0.01,4251091117,1826,No,High School or below,Male,Yes,Single,117,\N,2,6,39,Others,54,WA,389,210,No,No,0.05,8946,813,0,2015,2 -50,121645,0.06,0.03,4251020721,1827,Yes,High School or below,Male,No,Married,4,\N,0,3,79,Non-technology Related Job,414,IN,392,70,No,No,0.26,2957,985,0,2015,1 -50,121645,0.06,0.03,4251020721,1827,Yes,High School or below,Male,No,Married,4,\N,0,3,79,Non-technology Related Job,414,IN,392,70,No,No,0.26,2936,587,0,2015,2 -12,232545,0.05,0.03,4251020059,1828,Yes,High School or below,Female,Yes,Married,62,\N,2,1,98,Others,87,IA,89,85,No,No,0.72,2214,1107,1,2015,1 -12,232545,0.05,0.03,4251020059,1828,Yes,High School or below,Female,Yes,Married,62,\N,2,1,98,Others,87,IA,89,85,No,No,0.72,3512,878,1,2015,2 -28,230574,0.07,0.01,4251035514,1829,Yes,High School or below,Male,Yes,Single,70,\N,0,6,38,Others,447,NY,92,195,No,No,0.93,3089,772,0,2015,1 -28,230574,0.07,0.01,4251035514,1829,Yes,High School or below,Male,Yes,Single,70,\N,0,6,38,Others,447,NY,92,195,No,No,0.93,3423,684,0,2015,2 -58,91475,0.05,0.01,4251066829,1830,Yes,High School or below,Female,Yes,Married,8,\N,1,4,57,Others,119,ND,289,210,No,No,0.38,4284,612,1,2015,1 -58,91475,0.05,0.01,4251066829,1830,Yes,High School or below,Female,Yes,Married,8,\N,1,4,57,Others,119,ND,289,210,No,No,0.38,2416,805,1,2015,2 -74,89504,0.07,0.03,4251041404,1831,Yes,Bachelor or equivalent,Female,Yes,Single,15,\N,0,1,97,Others,479,AL,293,70,No,No,0.59,4980,452,0,2015,1 -74,89504,0.07,0.03,4251041404,1831,Yes,Bachelor or equivalent,Female,Yes,Single,15,\N,0,1,97,Others,479,AL,293,70,No,No,0.59,2299,574,0,2015,2 -37,200404,0.05,0.03,4251025699,1832,Yes,Bachelor or equivalent,Male,No,Single,73,\N,1,7,16,Others,152,AZ,490,85,No,No,0.05,7457,932,1,2015,1 -37,200404,0.05,0.03,4251025699,1832,Yes,Bachelor or equivalent,Male,No,Single,73,\N,1,7,16,Others,152,AZ,490,85,No,No,0.05,5487,783,1,2015,2 -52,198433,0.07,0.01,4251091370,1833,Yes,Master or equivalent,Male,No,Married,80,\N,0,4,56,Others,12,MD,493,195,No,No,0.26,2405,801,0,2015,1 -52,198433,0.07,0.01,4251091370,1833,Yes,Master or equivalent,Male,No,Married,80,\N,0,4,56,Others,12,MD,493,195,No,No,0.26,1794,598,0,2015,2 -15,59334,0.05,0.01,4251100057,1834,Yes,PhD or equivalent,Female,Yes,Married,18,\N,1,2,75,Others,184,MA,190,210,No,No,0.72,1933,386,0,2015,1 -15,59334,0.05,0.01,4251100057,1834,Yes,PhD or equivalent,Female,Yes,Married,18,\N,1,2,75,Others,184,MA,190,210,No,No,0.72,955,955,0,2015,3 -31,57362,0.07,0.03,4251069120,1835,Yes,High School or below,Male,Yes,Married,26,\N,3,7,15,Others,45,PA,193,70,No,No,0.93,4260,852,0,2015,1 -31,57362,0.07,0.03,4251069120,1835,Yes,High School or below,Male,Yes,Married,26,\N,3,7,15,Others,45,PA,193,70,No,No,0.93,2741,685,0,2015,2 -61,168263,0.06,0.03,4251076097,1836,Yes,High School or below,Female,Yes,Married,84,\N,1,5,34,Others,217,SC,390,85,No,No,0.38,7126,890,0,2015,1 -61,168263,0.06,0.03,4251076097,1836,Yes,High School or below,Female,Yes,Married,84,\N,1,5,34,Others,217,SC,390,85,No,No,0.38,2661,665,0,2015,2 -77,166292,0,0.01,4251022845,1837,Yes,High School or below,Female,Yes,Single,91,\N,3,2,74,Others,77,CT,394,195,No,No,0.6,4091,1022,1,2015,1 -77,166292,0,0.01,4251022845,1837,Yes,High School or below,Female,Yes,Single,91,\N,3,2,74,Others,77,CT,394,195,No,No,0.6,3455,575,1,2015,2 -39,27192,0.06,0.01,4251080071,1838,Yes,High School or below,Male,No,Single,29,\N,0,0,92,Others,250,FL,91,210,No,Yes,0.05,4773,795,1,2015,1 -39,27192,0.06,0.01,4251080071,1838,Yes,High School or below,Male,No,Single,29,\N,0,0,92,Others,250,FL,91,210,No,Yes,0.05,4421,491,1,2015,2 -55,25221,0,0.03,4251093257,1839,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,3,5,33,Others,110,MT,94,70,No,No,0.26,5360,765,0,2015,1 -55,25221,0,0.03,4251093257,1839,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,3,5,33,Others,110,MT,94,70,No,No,0.26,3203,533,0,2015,2 -55,25221,0,0.03,4251093257,1839,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,3,5,33,Others,110,MT,94,70,No,No,0.26,1342,671,0,2015,3 -18,136122,0.06,0.03,4251027631,1840,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,0,3,51,Others,282,NV,291,85,No,No,0.72,10322,794,0,2015,1 -18,136122,0.06,0.03,4251027631,1840,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,0,3,51,Others,282,NV,291,85,No,No,0.72,6202,1240,0,2015,2 -18,136122,0.06,0.03,4251027631,1840,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,0,3,51,Others,282,NV,291,85,No,No,0.72,953,953,0,2015,3 -33,134151,0,0.01,4251015022,1841,Yes,Master or equivalent,Male,No,Married,102,\N,2,1,92,Others,142,UT,294,195,No,No,0.93,3091,1030,0,2015,1 -33,134151,0,0.01,4251015022,1841,Yes,Master or equivalent,Male,No,Married,102,\N,2,1,92,Others,142,UT,294,195,No,No,0.93,3055,763,0,2015,2 -64,245051,0.06,0.01,4251050746,1842,Yes,Master or equivalent,Female,Yes,Married,40,\N,0,6,10,Others,315,VA,491,210,No,No,0.39,3440,573,0,2015,1 -64,245051,0.06,0.01,4251050746,1842,Yes,Master or equivalent,Female,Yes,Married,40,\N,0,6,10,Others,315,VA,491,210,No,No,0.39,4988,623,0,2015,2 -12,243080,0,0.03,4251099965,1843,Yes,High School or below,Female,Yes,Single,47,\N,2,4,51,Others,175,IL,495,70,No,No,0.6,3437,859,1,2015,1 -12,243080,0,0.03,4251099965,1843,Yes,High School or below,Female,Yes,Single,47,\N,2,4,51,Others,175,IL,495,70,No,No,0.6,639,639,1,2015,2 -42,103980,0.07,0.03,4251040600,1844,Yes,High School or below,Male,Yes,Single,105,\N,3,1,69,Others,347,IA,192,85,No,No,0.05,4849,692,0,2015,1 -42,103980,0.07,0.03,4251040600,1844,Yes,High School or below,Male,Yes,Single,105,\N,3,1,69,Others,347,IA,192,85,No,No,0.05,3592,598,0,2015,2 -42,103980,0.07,0.03,4251040600,1844,Yes,High School or below,Male,Yes,Single,105,\N,3,1,69,Others,347,IA,192,85,No,No,0.05,482,482,0,2015,3 -58,102009,0.01,0.01,4251088771,1845,Yes,High School or below,Female,Yes,Single,113,\N,2,7,10,Others,207,NY,195,195,No,No,0.26,2507,626,0,2015,1 -58,102009,0.01,0.01,4251088771,1845,Yes,High School or below,Female,Yes,Single,113,\N,2,7,10,Others,207,NY,195,195,No,No,0.26,11014,734,0,2015,2 -20,212910,0.07,0.01,4251024142,1846,Yes,High School or below,Male,No,Single,51,\N,3,4,28,Others,380,ND,392,209,No,No,0.72,5523,920,0,2015,1 -20,212910,0.07,0.01,4251024142,1846,Yes,High School or below,Male,No,Single,51,\N,3,4,28,Others,380,ND,392,209,No,No,0.72,3697,924,0,2015,2 -36,210939,0.01,0.02,4251039584,1847,Yes,Bachelor or equivalent,Male,No,Married,58,\N,2,2,69,Others,240,WY,395,69,No,Yes,0.93,3649,608,0,2015,1 -36,210939,0.01,0.02,4251039584,1847,Yes,Bachelor or equivalent,Male,No,Married,58,\N,2,2,69,Others,240,WY,395,69,No,Yes,0.93,3241,540,0,2015,2 -67,71839,0.07,0.03,4251076017,1848,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,3,7,87,Others,412,AK,92,84,No,No,0.39,2536,634,1,2015,1 -67,71839,0.07,0.03,4251076017,1848,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,3,7,87,Others,412,AK,92,84,No,No,0.39,4686,1171,1,2015,2 -15,69868,0.01,0,4251026548,1849,Yes,Master or equivalent,Female,Yes,Single,3,\N,1,5,28,Others,272,ME,96,194,Yes,No,0.6,3812,762,0,2015,1 -15,69868,0.01,0,4251026548,1849,Yes,Master or equivalent,Female,Yes,Single,3,\N,1,5,28,Others,272,ME,96,194,Yes,No,0.6,6052,756,0,2015,2 -45,180768,0.07,0.01,4251081863,1850,Yes,Master or equivalent,Male,Yes,Married,61,\N,3,2,46,Others,445,MA,292,209,No,No,0.05,9530,953,0,2015,1 -45,180768,0.07,0.01,4251081863,1850,Yes,Master or equivalent,Male,Yes,Married,61,\N,3,2,46,Others,445,MA,292,209,No,No,0.05,7607,845,0,2015,2 -61,178797,0.01,0.02,4251045606,1851,Yes,High School or below,Female,Yes,Single,69,\N,1,0,86,Others,305,PA,296,69,No,No,0.27,4719,786,0,2015,1 -61,178797,0.01,0.02,4251045606,1851,Yes,High School or below,Female,Yes,Single,69,\N,1,0,86,Others,305,PA,296,69,No,No,0.27,3884,776,0,2015,2 -23,39698,0,0.03,4251064271,1852,Yes,High School or below,Male,No,Single,7,\N,2,6,5,Others,477,SC,493,84,No,No,0.72,2886,721,0,2015,1 -23,39698,0,0.03,4251064271,1852,Yes,High School or below,Male,No,Single,7,\N,2,6,5,Others,477,SC,493,84,No,No,0.72,1299,433,0,2015,2 -39,37727,0.02,0,4251095672,1853,Yes,High School or below,Male,Yes,Married,14,\N,1,3,45,Others,338,CO,496,194,No,No,0.93,1750,437,0,2015,1 -39,37727,0.02,0,4251095672,1853,Yes,High School or below,Male,Yes,Married,14,\N,1,3,45,Others,338,CO,496,194,No,No,0.93,3215,803,0,2015,2 -69,148627,0,0.01,4251035522,1854,Yes,High School or below,Female,Yes,Married,72,\N,2,1,64,Others,10,DE,193,209,No,No,0.39,6052,756,0,2015,1 -69,148627,0,0.01,4251035522,1854,Yes,High School or below,Female,Yes,Married,72,\N,2,1,64,Others,10,DE,193,209,No,No,0.39,5624,803,0,2015,2 -17,146656,0.02,0.02,4251046065,1855,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,1,6,4,Others,370,MO,196,69,No,No,0.6,3244,540,0,2015,1 -17,146656,0.02,0.02,4251046065,1855,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,1,6,4,Others,370,MO,196,69,No,No,0.6,6454,922,0,2015,2 -48,7557,0,0.03,4251080188,1856,Yes,Bachelor or equivalent,Male,Yes,Married,18,\N,2,4,23,Others,43,NE,393,84,No,No,0.06,3067,766,0,2015,1 -48,7557,0,0.03,4251080188,1856,Yes,Bachelor or equivalent,Male,Yes,Married,18,\N,2,4,23,Others,43,NE,393,84,No,No,0.06,3049,508,0,2015,2 -64,5586,0.02,0,4251021080,1857,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,0,1,63,Others,403,UT,397,194,No,No,0.27,3745,624,0,2015,1 -64,5586,0.02,0,4251021080,1857,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,0,1,63,Others,403,UT,397,194,No,No,0.27,6127,875,0,2015,2 -26,116486,0,0.01,4251035714,1858,Yes,Master or equivalent,Male,Yes,Single,83,\N,2,7,82,Others,75,VA,94,209,No,No,0.72,2501,500,0,2015,1 -26,116486,0,0.01,4251035714,1858,Yes,Master or equivalent,Male,Yes,Single,83,\N,2,7,82,Others,75,VA,94,209,No,No,0.72,894,447,0,2015,2 -42,114515,0.02,0.02,4251053380,1859,Yes,PhD or equivalent,Male,Yes,Married,90,\N,0,4,22,Others,435,ID,97,69,No,No,0.93,7186,718,0,2015,1 -42,114515,0.02,0.02,4251053380,1859,Yes,PhD or equivalent,Male,Yes,Married,90,\N,0,4,22,Others,435,ID,97,69,No,No,0.93,2921,584,0,2015,2 -72,225415,0.01,0.03,4251054004,1860,Yes,High School or below,Female,No,Single,28,\N,1,2,41,Others,108,IN,294,84,No,Yes,0.39,3403,680,0,2015,1 -72,225415,0.01,0.03,4251054004,1860,Yes,High School or below,Female,No,Single,28,\N,1,2,41,Others,108,IN,294,84,No,Yes,0.39,2469,493,0,2015,2 -20,223444,0.03,0,4251009545,1861,Yes,High School or below,Female,No,Married,36,\N,0,7,81,Others,468,NM,297,194,No,No,0.6,387,193,0,2015,1 -20,223444,0.03,0,4251009545,1861,Yes,High School or below,Female,No,Married,36,\N,0,7,81,Others,468,NM,297,194,No,No,0.6,4706,672,0,2015,2 -20,223444,0.03,0,4251009545,1861,Yes,High School or below,Female,No,Married,36,\N,0,7,81,Others,468,NM,297,194,No,No,0.6,172,172,0,2015,3 -50,84345,0.01,0.01,4251074114,1862,Yes,High School or below,Male,Yes,Married,94,\N,1,5,0,Others,140,NC,494,209,No,No,0.06,1028,514,1,2015,1 -50,84345,0.01,0.01,4251074114,1862,Yes,High School or below,Male,Yes,Married,94,\N,1,5,0,Others,140,NC,494,209,No,No,0.06,1157,385,1,2015,2 -66,82374,0.03,0.02,4251089266,1863,Yes,High School or below,Female,Yes,Single,101,\N,3,2,40,Others,0,WY,498,69,No,No,0.27,3809,476,0,2015,1 -66,82374,0.03,0.02,4251089266,1863,Yes,High School or below,Female,Yes,Single,101,\N,3,2,40,Others,0,WY,498,69,No,No,0.27,4149,691,0,2015,2 -29,193274,0.01,0.03,4251091701,1864,Yes,Bachelor or equivalent,Male,Yes,Single,39,\N,1,0,59,Others,173,AK,195,84,No,No,0.72,7072,884,0,2015,1 -29,193274,0.01,0.03,4251091701,1864,Yes,Bachelor or equivalent,Male,Yes,Single,39,\N,1,0,59,Others,173,AK,195,84,No,No,0.72,4507,901,0,2015,2 -29,193274,0.01,0.03,4251091701,1864,Yes,Bachelor or equivalent,Male,Yes,Single,39,\N,1,0,59,Others,173,AK,195,84,No,No,0.72,36,36,0,2015,3 -45,191303,0.03,0,4251076953,1865,Yes,Bachelor or equivalent,Male,Yes,Single,47,\N,3,5,99,Others,33,LA,198,194,No,No,0.93,3966,793,0,2015,1 -45,191303,0.03,0,4251076953,1865,Yes,Bachelor or equivalent,Male,Yes,Single,47,\N,3,5,99,Others,33,LA,198,194,No,No,0.93,2803,934,0,2015,2 -45,191303,0.03,0,4251076953,1865,Yes,Bachelor or equivalent,Male,Yes,Single,47,\N,3,5,99,Others,33,LA,198,194,No,No,0.93,327,327,0,2015,3 -75,52203,0.01,0.01,4251093726,1866,Yes,Bachelor or equivalent,Female,No,Single,104,\N,0,3,18,Others,205,MD,395,209,No,No,0.39,2713,452,0,2015,1 -75,52203,0.01,0.01,4251093726,1866,Yes,Bachelor or equivalent,Female,No,Single,104,\N,0,3,18,Others,205,MD,395,209,No,No,0.39,4282,713,0,2015,2 -23,50232,0.03,0.02,4251043655,1867,Yes,Master or equivalent,Female,Yes,Married,112,\N,3,0,58,Others,65,OR,398,69,No,No,0.6,1399,466,0,2015,1 -23,50232,0.03,0.02,4251043655,1867,Yes,Master or equivalent,Female,Yes,Married,112,\N,3,0,58,Others,65,OR,398,69,No,No,0.6,3455,863,0,2015,2 -53,161133,0.02,0.03,4251083895,1868,Yes,PhD or equivalent,Male,Yes,Married,50,\N,0,6,76,Others,238,RI,95,84,No,No,0.06,2308,577,0,2015,1 -53,161133,0.02,0.03,4251083895,1868,Yes,PhD or equivalent,Male,Yes,Married,50,\N,0,6,76,Others,238,RI,95,84,No,No,0.06,2711,542,0,2015,2 -69,159162,0.04,0,4251081172,1869,Yes,High School or below,Female,Yes,Single,57,\N,3,4,17,Others,98,CO,99,194,No,Yes,0.27,6323,903,0,2015,1 -69,159162,0.04,0,4251081172,1869,Yes,High School or below,Female,Yes,Single,57,\N,3,4,17,Others,98,CO,99,194,No,Yes,0.27,8904,989,0,2015,2 -32,20062,0.02,0.01,4251073710,1870,Yes,High School or below,Male,Yes,Single,115,\N,0,1,35,Others,270,DE,296,209,No,No,0.73,681,227,0,2015,1 -32,20062,0.02,0.01,4251073710,1870,Yes,High School or below,Male,Yes,Single,115,\N,0,1,35,Others,270,DE,296,209,No,No,0.73,4019,803,0,2015,2 -47,18091,0.04,0.02,4251036843,1871,Yes,High School or below,Male,Yes,Single,3,\N,2,7,76,Others,131,MO,299,69,No,No,0.94,5089,848,0,2015,1 -47,18091,0.04,0.02,4251036843,1871,Yes,High School or below,Male,Yes,Single,3,\N,2,7,76,Others,131,MO,299,69,No,No,0.94,6589,941,0,2015,2 -78,128992,0.02,0.03,4251069116,1872,No,High School or below,Female,Yes,Single,61,\N,0,4,94,Others,303,MT,496,84,No,No,0.39,5891,736,0,2015,1 -78,128992,0.02,0.03,4251069116,1872,No,High School or below,Female,Yes,Single,61,\N,0,4,94,Others,303,MT,496,84,No,No,0.39,1681,420,0,2015,2 -26,127020,0.04,0,4251085991,1873,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,2,2,35,Others,163,TX,499,194,No,No,0.6,4095,1023,0,2015,1 -26,127020,0.04,0,4251085991,1873,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,2,2,35,Others,163,TX,499,194,No,No,0.6,4502,900,0,2015,2 -26,127020,0.04,0,4251085991,1873,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,2,2,35,Others,163,TX,499,194,No,No,0.6,0,0,0,2015,3 -56,237921,0.02,0.01,4251018802,1874,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,3,7,53,Others,336,VT,196,209,No,No,0.06,1873,374,0,2015,1 -56,237921,0.02,0.01,4251018802,1874,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,3,7,53,Others,336,VT,196,209,No,No,0.06,2419,604,0,2015,2 -72,235950,0.05,0.02,4251038859,1875,Yes,Master or equivalent,Female,No,Single,14,\N,2,5,94,Others,196,ID,199,69,No,No,0.27,3390,847,0,2015,1 -72,235950,0.05,0.02,4251038859,1875,Yes,Master or equivalent,Female,No,Single,14,\N,2,5,94,Others,196,ID,199,69,No,No,0.27,4014,573,0,2015,2 -72,235950,0.05,0.02,4251038859,1875,Yes,Master or equivalent,Female,No,Single,14,\N,2,5,94,Others,196,ID,199,69,No,No,0.27,316,316,0,2015,3 -34,96850,0.03,0.03,4251062314,1876,Yes,Master or equivalent,Male,Yes,Married,71,\N,3,2,12,Others,368,IN,396,84,No,No,0.73,3598,514,0,2015,1 -34,96850,0.03,0.03,4251062314,1876,Yes,Master or equivalent,Male,Yes,Married,71,\N,3,2,12,Others,368,IN,396,84,No,No,0.73,4135,827,0,2015,2 -50,94879,0.05,0,4251035857,1877,Yes,High School or below,Male,Yes,Single,79,\N,2,0,53,Others,228,NM,400,194,No,No,0.94,3705,617,0,2015,1 -50,94879,0.05,0,4251035857,1877,Yes,High School or below,Male,Yes,Single,79,\N,2,0,53,Others,228,NM,400,194,No,No,0.94,2008,502,0,2015,2 -13,205780,0.03,0.01,4251047814,1878,Yes,High School or below,Female,Yes,Single,17,\N,3,5,71,Technology Related Job,401,NY,97,209,No,No,0.39,5522,1104,1,2015,1 -13,205780,0.03,0.01,4251047814,1878,Yes,High School or below,Female,Yes,Single,17,\N,3,5,71,Technology Related Job,401,NY,97,209,No,No,0.39,3428,1142,1,2015,2 -28,203809,0.05,0.02,4251040460,1879,Yes,High School or below,Male,Yes,Married,24,\N,1,3,12,Others,261,WI,100,69,No,No,0.6,3149,629,0,2015,1 -28,203809,0.05,0.02,4251040460,1879,Yes,High School or below,Male,Yes,Married,24,\N,1,3,12,Others,261,WI,100,69,No,No,0.6,5349,764,0,2015,2 -28,203809,0.05,0.02,4251040460,1879,Yes,High School or below,Male,Yes,Married,24,\N,1,3,12,Others,261,WI,100,69,No,No,0.6,703,703,0,2015,3 -59,64709,0.03,0.03,4251048871,1880,Yes,High School or below,Female,No,Married,82,\N,2,1,30,Technology Related Job,433,AL,297,84,No,No,0.06,2886,962,0,2015,1 -59,64709,0.03,0.03,4251048871,1880,Yes,High School or below,Female,No,Married,82,\N,2,1,30,Technology Related Job,433,AL,297,84,No,No,0.06,2551,510,0,2015,2 -59,64709,0.03,0.03,4251048871,1880,Yes,High School or below,Female,No,Married,82,\N,2,1,30,Technology Related Job,433,AL,297,84,No,No,0.06,366,366,0,2015,3 -75,62738,0.05,0,4251076009,1881,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,1,6,70,Others,293,LA,300,194,No,No,0.27,3513,501,0,2015,1 -75,62738,0.05,0,4251076009,1881,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,1,6,70,Others,293,LA,300,194,No,No,0.27,5404,772,0,2015,2 -37,173638,0.03,0.01,4251039332,1882,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,2,4,89,Technology Related Job,466,MD,497,209,No,Yes,0.73,498,249,0,2015,1 -37,173638,0.03,0.01,4251039332,1882,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,2,4,89,Technology Related Job,466,MD,497,209,No,Yes,0.73,3241,810,0,2015,2 -37,173638,0.03,0.01,4251039332,1882,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,2,4,89,Technology Related Job,466,MD,497,209,No,Yes,0.73,286,286,0,2015,3 -53,171667,0.06,0.02,4251075300,1883,Yes,Master or equivalent,Male,Yes,Single,35,\N,1,1,29,Others,326,OR,1,69,No,No,0.94,10146,845,0,2015,1 -53,171667,0.06,0.02,4251075300,1883,Yes,Master or equivalent,Male,Yes,Single,35,\N,1,1,29,Others,326,OR,1,69,No,No,0.94,3236,809,0,2015,2 -15,32568,0.04,0.03,4251032097,1884,Yes,Master or equivalent,Female,Yes,Single,93,\N,2,7,48,Technology Related Job,498,PA,198,84,No,No,0.39,2973,743,0,2015,1 -15,32568,0.04,0.03,4251032097,1884,Yes,Master or equivalent,Female,Yes,Single,93,\N,2,7,48,Technology Related Job,498,PA,198,84,No,No,0.39,3100,775,0,2015,2 -31,30597,0.06,0,4251032902,1885,Yes,High School or below,Male,Yes,Married,100,\N,0,4,88,Others,358,CA,201,194,No,No,0.61,3578,1192,1,2015,1 -31,30597,0.06,0,4251032902,1885,Yes,High School or below,Male,Yes,Married,100,\N,0,4,88,Others,358,CA,201,194,No,No,0.61,5153,736,1,2015,2 -62,141497,0.04,0.01,4251022791,1886,Yes,High School or below,Female,Yes,Single,38,\N,2,2,7,Technology Related Job,31,CT,398,209,No,No,0.06,3748,624,0,2015,1 -62,141497,0.04,0.01,4251022791,1886,Yes,High School or below,Female,Yes,Single,38,\N,2,2,7,Technology Related Job,31,CT,398,209,No,No,0.06,3996,570,0,2015,2 -78,139526,0.06,0.02,4251019972,1887,Yes,High School or below,Female,Yes,Married,46,\N,0,7,47,Others,391,MS,401,69,No,No,0.27,2383,595,0,2015,1 -78,139526,0.06,0.02,4251019972,1887,Yes,High School or below,Female,Yes,Married,46,\N,0,7,47,Others,391,MS,401,69,No,No,0.27,5152,858,0,2015,2 -40,426,0.04,0.03,4251092238,1888,Yes,High School or below,Male,Yes,Married,104,\N,1,5,66,Technology Related Job,63,MT,98,84,Yes,No,0.73,3738,747,0,2015,1 -40,426,0.04,0.03,4251092238,1888,Yes,High School or below,Male,Yes,Married,104,\N,1,5,66,Technology Related Job,63,MT,98,84,Yes,No,0.73,2500,1250,0,2015,2 -56,248455,0.06,0,4251068316,1889,Yes,Bachelor or equivalent,Male,No,Single,111,\N,0,2,6,Others,424,TX,102,194,No,No,0.94,2811,468,0,2015,1 -56,248455,0.06,0,4251068316,1889,Yes,Bachelor or equivalent,Male,No,Single,111,\N,0,2,6,Others,424,TX,102,194,No,No,0.94,7329,916,0,2015,2 -18,109356,0.04,0.01,4251078341,1890,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,1,0,25,Technology Related Job,96,UT,299,209,No,No,0.4,3785,946,0,2015,1 -18,109356,0.04,0.01,4251078341,1890,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,1,0,25,Technology Related Job,96,UT,299,209,No,No,0.4,2922,730,0,2015,2 -34,107385,0.07,0.02,4251062330,1891,Yes,Bachelor or equivalent,Male,Yes,Single,57,\N,0,5,65,Others,456,HI,302,69,No,Yes,0.61,8962,995,0,2015,1 -34,107385,0.07,0.02,4251062330,1891,Yes,Bachelor or equivalent,Male,Yes,Single,57,\N,0,5,65,Others,456,HI,302,69,No,Yes,0.61,698,698,0,2015,2 -64,218285,0.05,0.03,4251089618,1892,Yes,Master or equivalent,Female,Yes,Single,115,\N,1,3,84,Technology Related Job,129,IL,499,84,No,No,0.06,4221,703,0,2015,1 -64,218285,0.05,0.03,4251089618,1892,Yes,Master or equivalent,Female,Yes,Single,115,\N,1,3,84,Technology Related Job,129,IL,499,84,No,No,0.06,6145,682,0,2015,2 -12,216314,0.07,0,4251069187,1893,Yes,High School or below,Female,Yes,Married,2,\N,3,0,24,Others,489,NJ,2,194,No,No,0.27,6989,998,0,2015,1 -12,216314,0.07,0,4251069187,1893,Yes,High School or below,Female,Yes,Married,2,\N,3,0,24,Others,489,NJ,2,194,No,No,0.27,2432,810,0,2015,2 -43,77215,0.05,0.01,4251091576,1894,Yes,High School or below,Male,No,Married,60,\N,1,6,43,Technology Related Job,161,NY,199,209,No,No,0.73,6464,923,0,2015,1 -43,77215,0.05,0.01,4251091576,1894,Yes,High School or below,Male,No,Married,60,\N,1,6,43,Technology Related Job,161,NY,199,209,No,No,0.73,3776,472,0,2015,2 -59,75244,0.07,0.02,4251077571,1895,Yes,High School or below,Male,No,Single,67,\N,3,3,83,Others,21,WI,203,69,No,No,0.94,4609,768,0,2015,1 -59,75244,0.07,0.02,4251077571,1895,Yes,High School or below,Male,No,Single,67,\N,3,3,83,Others,21,WI,203,69,No,No,0.94,2135,427,0,2015,2 -21,186144,0.05,0.03,4251027750,1896,Yes,High School or below,Female,Yes,Married,5,\N,0,1,1,Technology Related Job,194,WY,399,84,No,No,0.4,3179,635,0,2015,1 -21,186144,0.05,0.03,4251027750,1896,Yes,High School or below,Female,Yes,Married,5,\N,0,1,1,Technology Related Job,194,WY,399,84,No,No,0.4,5905,738,0,2015,2 -37,184173,0.07,0,4251039592,1897,Yes,Bachelor or equivalent,Male,Yes,Single,13,\N,3,7,42,Others,54,KY,403,194,No,No,0.61,2507,626,1,2015,1 -37,184173,0.07,0,4251039592,1897,Yes,Bachelor or equivalent,Male,Yes,Single,13,\N,3,7,42,Others,54,KY,403,194,No,No,0.61,4203,1050,1,2015,2 -67,45073,0.06,0.01,4251027885,1898,Yes,Bachelor or equivalent,Female,Yes,Single,71,\N,0,4,60,Technology Related Job,226,ME,100,209,No,No,0.06,3389,564,0,2015,1 -67,45073,0.06,0.01,4251027885,1898,Yes,Bachelor or equivalent,Female,Yes,Single,71,\N,0,4,60,Technology Related Job,226,ME,100,209,No,No,0.06,3420,570,0,2015,2 -15,43102,0,0.02,4251076813,1899,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,3,2,1,Others,86,OK,103,69,No,No,0.28,1930,482,0,2015,1 -15,43102,0,0.02,4251076813,1899,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,3,2,1,Others,86,OK,103,69,No,No,0.28,3305,826,0,2015,2 -46,154003,0.06,0.03,4251050894,1900,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,0,7,19,Technology Related Job,259,PA,300,84,No,No,0.73,1994,997,0,2015,1 -46,154003,0.06,0.03,4251050894,1900,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,0,7,19,Technology Related Job,259,PA,300,84,No,No,0.73,4042,673,0,2015,2 -61,152032,0,0,4251083810,1901,Yes,PhD or equivalent,Female,Yes,Married,24,\N,2,5,60,Others,119,CA,303,194,No,No,0.94,6925,769,0,2015,1 -61,152032,0,0,4251083810,1901,Yes,PhD or equivalent,Female,Yes,Married,24,\N,2,5,60,Others,119,CA,303,194,No,No,0.94,2512,628,0,2015,2 -24,12932,0.06,0.01,4251091336,1902,Yes,High School or below,Female,Yes,Married,81,\N,3,2,78,Technology Related Job,291,CO,0,209,No,No,0.4,1376,458,0,2015,1 -24,12932,0.06,0.01,4251091336,1902,Yes,High School or below,Female,Yes,Married,81,\N,3,2,78,Technology Related Job,291,CO,0,209,No,No,0.4,3213,1071,0,2015,2 -40,10961,0,0.02,4251015954,1903,Yes,High School or below,Male,No,Single,89,\N,2,0,19,Others,151,MN,4,69,No,No,0.61,3118,1039,0,2015,1 -40,10961,0,0.02,4251015954,1903,Yes,High School or below,Male,No,Single,89,\N,2,0,19,Others,151,MN,4,69,No,No,0.61,4206,1051,0,2015,2 -70,121861,0.06,0.02,4251014288,1904,Yes,High School or below,Female,Yes,Single,27,\N,3,5,37,Technology Related Job,324,MO,201,84,No,Yes,0.07,3054,1018,1,2015,1 -70,121861,0.06,0.02,4251014288,1904,Yes,High School or below,Female,Yes,Single,27,\N,3,5,37,Technology Related Job,324,MO,201,84,No,Yes,0.07,2543,508,1,2015,2 -18,119890,0,0,4251082820,1905,Yes,High School or below,Female,Yes,Married,34,\N,2,3,78,Others,184,TN,204,194,No,No,0.28,4014,573,0,2015,1 -18,119890,0,0,4251082820,1905,Yes,High School or below,Female,Yes,Married,34,\N,2,3,78,Others,184,TN,204,194,No,No,0.28,4348,1087,0,2015,2 -48,230791,0.07,0,4251051374,1906,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,3,0,96,Technology Related Job,356,UT,401,209,No,No,0.73,3321,664,0,2015,1 -48,230791,0.07,0,4251051374,1906,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,3,0,96,Technology Related Job,356,UT,401,209,No,No,0.73,2401,600,0,2015,2 -64,228820,0.01,0.02,4251045582,1907,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,1,6,37,Others,217,HI,404,69,No,No,0.94,2753,688,0,2015,1 -64,228820,0.01,0.02,4251045582,1907,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,1,6,37,Others,217,HI,404,69,No,No,0.94,4140,591,0,2015,2 -27,89720,0.07,0.02,4251094005,1908,Yes,Bachelor or equivalent,Male,No,Married,38,\N,3,4,55,Technology Related Job,389,ID,101,84,No,No,0.4,3227,806,0,2015,1 -27,89720,0.07,0.02,4251094005,1908,Yes,Bachelor or equivalent,Male,No,Married,38,\N,3,4,55,Technology Related Job,389,ID,101,84,No,No,0.4,721,360,0,2015,2 -42,87749,0.01,0,4251048486,1909,Yes,Master or equivalent,Male,No,Single,45,\N,1,1,95,Others,249,NH,105,194,No,No,0.61,4185,597,0,2015,1 -42,87749,0.01,0,4251048486,1909,Yes,Master or equivalent,Male,No,Single,45,\N,1,1,95,Others,249,NH,105,194,No,No,0.61,969,969,0,2015,2 -42,87749,0.01,0,4251048486,1909,Yes,Master or equivalent,Male,No,Single,45,\N,1,1,95,Others,249,NH,105,194,No,No,0.61,935,935,0,2015,3 -73,198650,0.07,0,4251018388,1910,Yes,PhD or equivalent,Female,Yes,Single,103,\N,2,7,14,Technology Related Job,422,NM,302,209,No,No,0.07,2729,909,0,2015,1 -73,198650,0.07,0,4251018388,1910,Yes,PhD or equivalent,Female,Yes,Single,103,\N,2,7,14,Technology Related Job,422,NM,302,209,No,No,0.07,5801,580,0,2015,2 -21,196678,0.01,0.02,4251064223,1911,Yes,High School or below,Female,Yes,Single,110,\N,1,4,54,Others,282,WV,305,69,No,No,0.28,6862,857,0,2015,1 -21,196678,0.01,0.02,4251064223,1911,Yes,High School or below,Female,Yes,Single,110,\N,1,4,54,Others,282,WV,305,69,No,No,0.28,2262,754,0,2015,2 -51,57579,0.07,0.02,4251066391,1912,Yes,High School or below,Male,Yes,Single,48,\N,2,2,73,Technology Related Job,454,WY,2,84,No,No,0.73,2958,739,0,2015,1 -51,57579,0.07,0.02,4251066391,1912,Yes,High School or below,Male,Yes,Single,48,\N,2,2,73,Technology Related Job,454,WY,2,84,No,No,0.73,2989,747,0,2015,2 -67,55608,0.01,0,4251086932,1913,Yes,High School or below,Female,Yes,Married,56,\N,1,7,13,Others,314,KY,5,194,Yes,Yes,0.94,3714,1238,0,2015,1 -67,55608,0.01,0,4251086932,1913,Yes,High School or below,Female,Yes,Married,56,\N,1,7,13,Others,314,KY,5,194,Yes,Yes,0.94,3040,337,0,2015,2 -29,166508,0,0,4251072699,1914,Yes,High School or below,Male,No,Married,114,\N,2,5,32,Technology Related Job,487,LA,202,209,No,No,0.4,4129,1032,0,2015,1 -29,166508,0,0,4251072699,1914,Yes,High School or below,Male,No,Married,114,\N,2,5,32,Technology Related Job,487,LA,202,209,No,No,0.4,3044,608,0,2015,2 -45,164537,0.02,0.02,4251020794,1915,Yes,Bachelor or equivalent,Male,Yes,Single,1,\N,0,2,72,Others,347,OH,206,69,No,No,0.61,1622,811,0,2015,1 -45,164537,0.02,0.02,4251020794,1915,Yes,Bachelor or equivalent,Male,Yes,Single,1,\N,0,2,72,Others,347,OH,206,69,No,No,0.61,3729,621,0,2015,2 -76,25438,0,0.02,4251037830,1916,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,2,0,91,Technology Related Job,19,OR,403,84,No,No,0.07,2705,541,0,2015,1 -76,25438,0,0.02,4251037830,1916,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,2,0,91,Technology Related Job,19,OR,403,84,No,No,0.07,1113,556,0,2015,2 -76,25438,0,0.02,4251037830,1916,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,2,0,91,Technology Related Job,19,OR,403,84,No,No,0.07,42,42,0,2015,3 -24,23467,0.02,0,4251059094,1917,Yes,Master or equivalent,Female,No,Single,67,\N,0,5,31,Others,379,AR,406,194,No,No,0.28,4374,874,0,2015,1 -24,23467,0.02,0,4251059094,1917,Yes,Master or equivalent,Female,No,Single,67,\N,0,5,31,Others,379,AR,406,194,No,No,0.28,2249,749,0,2015,2 -54,134367,0,0,4251066596,1918,No,Master or equivalent,Male,Yes,Single,5,\N,1,3,50,Technology Related Job,52,CO,103,209,No,No,0.74,3170,1056,0,2015,1 -54,134367,0,0,4251066596,1918,No,Master or equivalent,Male,Yes,Single,5,\N,1,3,50,Technology Related Job,52,CO,103,209,No,No,0.74,2388,597,0,2015,2 -70,132396,0.02,0.02,4251076535,1919,Yes,High School or below,Female,Yes,Married,12,\N,0,0,90,Others,412,MN,106,69,No,No,0.95,4448,556,0,2015,1 -70,132396,0.02,0.02,4251076535,1919,Yes,High School or below,Female,Yes,Married,12,\N,0,0,90,Others,412,MN,106,69,No,No,0.95,3712,742,0,2015,2 -70,132396,0.02,0.02,4251076535,1919,Yes,High School or below,Female,Yes,Married,12,\N,0,0,90,Others,412,MN,106,69,No,No,0.95,1974,658,0,2015,3 -32,243296,0,0.02,4251043332,1920,Yes,High School or below,Male,Yes,Married,70,\N,1,6,9,Technology Related Job,84,MO,303,84,No,No,0.4,3336,834,1,2015,1 -32,243296,0,0.02,4251043332,1920,Yes,High School or below,Male,Yes,Married,70,\N,1,6,9,Technology Related Job,84,MO,303,84,No,No,0.4,1269,423,1,2015,2 -48,241325,0.02,0,4251075161,1921,Yes,High School or below,Male,Yes,Married,77,\N,3,3,49,Others,444,SD,306,194,No,No,0.61,2527,421,0,2015,1 -48,241325,0.02,0,4251075161,1921,Yes,High School or below,Male,Yes,Married,77,\N,3,3,49,Others,444,SD,306,194,No,No,0.61,3259,651,0,2015,2 -78,102226,0.01,0,4251050201,1922,Yes,High School or below,Female,No,Married,15,\N,1,1,68,Technology Related Job,117,TX,3,209,No,No,0.07,2386,1193,0,2015,1 -78,102226,0.01,0,4251050201,1922,Yes,High School or below,Female,No,Married,15,\N,1,1,68,Technology Related Job,117,TX,3,209,No,No,0.07,1166,583,0,2015,2 -78,102226,0.01,0,4251050201,1922,Yes,High School or below,Female,No,Married,15,\N,1,1,68,Technology Related Job,117,TX,3,209,No,No,0.07,1073,1073,0,2015,3 -26,100255,0.03,0.02,4251032357,1923,Yes,Bachelor or equivalent,Female,No,Single,23,\N,3,6,8,Others,477,GA,7,69,No,No,0.28,2300,766,0,2015,1 -26,100255,0.03,0.02,4251032357,1923,Yes,Bachelor or equivalent,Female,No,Single,23,\N,3,6,8,Others,477,GA,7,69,No,No,0.28,1926,642,0,2015,2 -26,100255,0.03,0.02,4251032357,1923,Yes,Bachelor or equivalent,Female,No,Single,23,\N,3,6,8,Others,477,GA,7,69,No,No,0.28,1448,724,0,2015,3 -57,211155,0.01,0.02,4251028168,1924,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,0,4,26,Technology Related Job,149,ID,204,84,No,No,0.74,4022,502,0,2015,1 -57,211155,0.01,0.02,4251028168,1924,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,0,4,26,Technology Related Job,149,ID,204,84,No,No,0.74,4136,1034,0,2015,2 -73,209184,0.03,0,4251051418,1925,Yes,Master or equivalent,Female,Yes,Married,88,\N,3,2,67,Others,10,NH,207,194,No,No,0.95,5131,641,0,2015,1 -73,209184,0.03,0,4251051418,1925,Yes,Master or equivalent,Female,Yes,Married,88,\N,3,2,67,Others,10,NH,207,194,No,No,0.95,2337,1168,0,2015,2 -35,70084,0.01,0,4251075014,1926,Yes,Master or equivalent,Male,Yes,Single,26,\N,0,7,85,Technology Related Job,182,NM,404,209,No,Yes,0.4,3194,798,0,2015,1 -35,70084,0.01,0,4251075014,1926,Yes,Master or equivalent,Male,Yes,Single,26,\N,0,7,85,Technology Related Job,182,NM,404,209,No,Yes,0.4,4953,825,0,2015,2 -35,70084,0.01,0,4251075014,1926,Yes,Master or equivalent,Male,Yes,Single,26,\N,0,7,85,Technology Related Job,182,NM,404,209,No,Yes,0.4,1191,1191,0,2015,3 -51,68113,0.03,0.02,4251047610,1927,Yes,High School or below,Male,Yes,Married,34,\N,3,5,26,Others,42,WA,407,69,No,No,0.61,3005,751,1,2015,1 -51,68113,0.03,0.02,4251047610,1927,Yes,High School or below,Male,Yes,Married,34,\N,3,5,26,Others,42,WA,407,69,No,No,0.61,5293,661,1,2015,2 -13,179014,0.01,0.02,4251016507,1928,Yes,High School or below,Female,No,Married,91,\N,0,2,44,Technology Related Job,215,WI,104,84,No,No,0.07,3495,873,0,2015,1 -13,179014,0.01,0.02,4251016507,1928,Yes,High School or below,Female,No,Married,91,\N,0,2,44,Technology Related Job,215,WI,104,84,No,No,0.07,1570,785,0,2015,2 -29,177043,0.03,0,4251096523,1929,Yes,High School or below,Female,Yes,Single,99,\N,2,0,85,Others,75,KS,108,194,No,No,0.28,1828,609,0,2015,1 -29,177043,0.03,0,4251096523,1929,Yes,High School or below,Female,Yes,Single,99,\N,2,0,85,Others,75,KS,108,194,No,No,0.28,902,451,0,2015,2 -59,37943,0.02,0,4251039199,1930,Yes,High School or below,Male,Yes,Single,37,\N,0,5,3,Technology Related Job,247,LA,305,209,Yes,No,0.74,5501,687,0,2015,1 -59,37943,0.02,0,4251039199,1930,Yes,High School or below,Male,Yes,Single,37,\N,0,5,3,Technology Related Job,247,LA,305,209,Yes,No,0.74,4744,790,0,2015,2 -59,37943,0.02,0,4251039199,1930,Yes,High School or below,Male,Yes,Single,37,\N,0,5,3,Technology Related Job,247,LA,305,209,Yes,No,0.74,257,257,0,2015,3 -75,35972,0.04,0.02,4251025549,1931,Yes,Bachelor or equivalent,Female,Yes,Single,44,\N,2,3,44,Others,107,OH,308,69,No,No,0.95,7116,711,0,2015,1 -75,35972,0.04,0.02,4251025549,1931,Yes,Bachelor or equivalent,Female,Yes,Single,44,\N,2,3,44,Others,107,OH,308,69,No,No,0.95,3317,829,0,2015,2 -38,146873,0.02,0.02,4251037040,1932,Yes,Bachelor or equivalent,Male,Yes,Single,102,\N,3,0,62,Technology Related Job,280,OR,5,84,No,No,0.4,8689,724,1,2015,1 -38,146873,0.02,0.02,4251037040,1932,Yes,Bachelor or equivalent,Male,Yes,Single,102,\N,3,0,62,Technology Related Job,280,OR,5,84,No,No,0.4,2655,885,1,2015,2 -54,144902,0.04,0,4251094157,1933,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,2,6,3,Others,140,AZ,8,194,No,No,0.62,2423,605,0,2015,1 -54,144902,0.04,0,4251094157,1933,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,2,6,3,Others,140,AZ,8,194,No,No,0.62,4678,779,0,2015,2 -16,5802,0.02,0,4251082431,1934,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,3,21,Technology Related Job,312,CA,205,209,No,No,0.07,899,899,0,2015,1 -16,5802,0.02,0,4251082431,1934,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,3,21,Technology Related Job,312,CA,205,209,No,No,0.07,5026,558,0,2015,2 -32,3831,0.04,0.02,4251087522,1935,Yes,High School or below,Male,Yes,Single,55,\N,2,1,62,Others,172,MI,209,69,No,Yes,0.28,6553,546,0,2015,1 -32,3831,0.04,0.02,4251087522,1935,Yes,High School or below,Male,Yes,Single,55,\N,2,1,62,Others,172,MI,209,69,No,Yes,0.28,2267,453,0,2015,2 -62,114731,0.02,0.02,4251090948,1936,Yes,High School or below,Female,No,Single,113,\N,3,7,80,Technology Related Job,345,MS,406,84,No,No,0.74,150,75,0,2015,1 -62,114731,0.02,0.02,4251090948,1936,Yes,High School or below,Female,No,Single,113,\N,3,7,80,Technology Related Job,345,MS,406,84,No,No,0.74,3710,742,0,2015,2 -78,112760,0.04,0,4251069227,1937,Yes,High School or below,Female,No,Single,0,\N,1,4,21,Others,205,SD,409,194,No,No,0.95,3383,676,0,2015,1 -78,112760,0.04,0,4251069227,1937,Yes,High School or below,Female,No,Single,0,\N,1,4,21,Others,205,SD,409,194,No,No,0.95,3681,920,0,2015,2 -41,223661,0.03,0,4251017402,1938,Yes,High School or below,Male,Yes,Single,58,\N,3,2,39,Technology Related Job,377,TX,106,209,No,No,0.41,48,48,0,2015,1 -41,223661,0.03,0,4251017402,1938,Yes,High School or below,Male,Yes,Single,58,\N,3,2,39,Technology Related Job,377,TX,106,209,No,No,0.41,2010,1005,0,2015,2 -56,221690,0.05,0.02,4251046586,1939,Yes,High School or below,Male,Yes,Married,66,\N,1,7,79,Others,237,FL,109,69,No,No,0.62,2768,922,0,2015,1 -56,221690,0.05,0.02,4251046586,1939,Yes,High School or below,Male,Yes,Married,66,\N,1,7,79,Others,237,FL,109,69,No,No,0.62,2641,330,0,2015,2 -56,221690,0.05,0.02,4251046586,1939,Yes,High School or below,Male,Yes,Married,66,\N,1,7,79,Others,237,FL,109,69,No,No,0.62,605,605,0,2015,3 -19,82590,0.03,0.02,4251049109,1940,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,2,5,98,Technology Related Job,410,HI,306,84,No,No,0.07,4438,554,0,2015,1 -19,82590,0.03,0.02,4251049109,1940,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,2,5,98,Technology Related Job,410,HI,306,84,No,No,0.07,4483,1120,0,2015,2 -35,80619,0.05,0,4251025748,1941,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,1,2,38,Technology Related Job,270,NV,310,193,No,No,0.28,1448,724,0,2015,1 -35,80619,0.05,0,4251025748,1941,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,1,2,38,Technology Related Job,270,NV,310,193,No,No,0.28,4580,654,0,2015,2 -65,191519,0.03,0,4251017116,1942,Yes,Bachelor or equivalent,Female,No,Married,69,\N,2,0,57,Technology Related Job,442,NJ,7,208,No,No,0.74,4164,520,0,2015,1 -65,191519,0.03,0,4251017116,1942,Yes,Bachelor or equivalent,Female,No,Married,69,\N,2,0,57,Technology Related Job,442,NJ,7,208,No,No,0.74,1473,736,0,2015,2 -13,189548,0.05,0.02,4251075347,1943,Yes,PhD or equivalent,Female,Yes,Single,77,\N,0,5,97,Technology Related Job,303,WA,10,68,No,No,0.95,1657,414,1,2015,1 -13,189548,0.05,0.02,4251075347,1943,Yes,PhD or equivalent,Female,Yes,Single,77,\N,0,5,97,Technology Related Job,303,WA,10,68,No,No,0.95,1925,481,1,2015,2 -43,50449,0.03,0.02,4251087710,1944,Yes,High School or below,Male,Yes,Single,15,\N,2,3,16,Technology Related Job,475,WI,207,83,No,No,0.41,4545,568,0,2015,1 -43,50449,0.03,0.02,4251087710,1944,Yes,High School or below,Male,Yes,Single,15,\N,2,3,16,Technology Related Job,475,WI,207,83,No,No,0.41,5043,1008,0,2015,2 -59,48478,0.05,0,4251011310,1945,Yes,High School or below,Male,Yes,Married,22,\N,0,0,56,Technology Related Job,335,IA,210,193,No,No,0.62,1998,499,0,2015,1 -59,48478,0.05,0,4251011310,1945,Yes,High School or below,Male,Yes,Married,22,\N,0,0,56,Technology Related Job,335,IA,210,193,No,No,0.62,3960,495,0,2015,2 -22,159378,0.04,0,4251058213,1946,Yes,High School or below,Female,Yes,Married,80,\N,1,6,75,Technology Related Job,8,KY,407,208,No,No,0.07,5200,742,0,2015,1 -22,159378,0.04,0,4251058213,1946,Yes,High School or below,Female,Yes,Married,80,\N,1,6,75,Technology Related Job,8,KY,407,208,No,No,0.07,547,547,0,2015,2 -22,159378,0.04,0,4251058213,1946,Yes,High School or below,Female,Yes,Married,80,\N,1,6,75,Technology Related Job,8,KY,407,208,No,No,0.07,454,454,0,2015,3 -37,157407,0.06,0.02,4251075759,1947,Yes,High School or below,Male,Yes,Married,87,\N,0,3,15,Technology Related Job,368,ND,410,68,No,No,0.29,1754,877,0,2015,1 -37,157407,0.06,0.02,4251075759,1947,Yes,High School or below,Male,Yes,Married,87,\N,0,3,15,Technology Related Job,368,ND,410,68,No,No,0.29,793,264,0,2015,2 -68,18307,0.04,0.02,4251030402,1948,Yes,High School or below,Female,Yes,Married,25,\N,1,1,34,Technology Related Job,40,OK,107,83,No,Yes,0.74,1366,455,0,2015,1 -68,18307,0.04,0.02,4251030402,1948,Yes,High School or below,Female,Yes,Married,25,\N,1,1,34,Technology Related Job,40,OK,107,83,No,Yes,0.74,7456,828,0,2015,2 -16,16336,0.06,0,4251088604,1949,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,0,6,74,Technology Related Job,400,AZ,111,193,No,No,0.95,4493,748,0,2015,1 -16,16336,0.06,0,4251088604,1949,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,0,6,74,Technology Related Job,400,AZ,111,193,No,No,0.95,9852,757,0,2015,2 -16,16336,0.06,0,4251088604,1949,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,0,6,74,Technology Related Job,400,AZ,111,193,No,No,0.95,926,926,0,2015,3 -46,127237,0.04,0,4251027661,1950,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,1,4,93,Technology Related Job,73,CA,308,208,No,No,0.41,2645,440,1,2015,1 -46,127237,0.04,0,4251027661,1950,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,1,4,93,Technology Related Job,73,CA,308,208,No,No,0.41,3739,747,1,2015,2 -62,125266,0.06,0.02,4251077644,1951,Yes,Master or equivalent,Male,No,Married,98,\N,3,1,33,Technology Related Job,433,MI,311,68,No,No,0.62,2624,656,1,2015,1 -62,125266,0.06,0.02,4251077644,1951,Yes,Master or equivalent,Male,No,Married,98,\N,3,1,33,Technology Related Job,433,MI,311,68,No,No,0.62,5718,1143,1,2015,2 -62,125266,0.06,0.02,4251077644,1951,Yes,Master or equivalent,Male,No,Married,98,\N,3,1,33,Technology Related Job,433,MI,311,68,No,No,0.62,657,657,1,2015,3 -24,236166,0.04,0.02,4251075498,1952,Yes,PhD or equivalent,Female,Yes,Single,36,\N,1,7,52,Technology Related Job,105,MN,8,83,Yes,No,0.08,5940,990,0,2015,1 -24,236166,0.04,0.02,4251075498,1952,Yes,PhD or equivalent,Female,Yes,Single,36,\N,1,7,52,Technology Related Job,105,MN,8,83,Yes,No,0.08,1381,1381,0,2015,2 -40,234195,0.06,0,4251024425,1953,Yes,High School or below,Male,Yes,Married,44,\N,3,4,92,Technology Related Job,465,SC,11,193,No,No,0.29,4537,907,1,2015,1 -40,234195,0.06,0,4251024425,1953,Yes,High School or below,Male,Yes,Married,44,\N,3,4,92,Technology Related Job,465,SC,11,193,No,No,0.29,3996,570,1,2015,2 -71,95096,0.05,0,4251077425,1954,Yes,High School or below,Female,Yes,Married,101,\N,0,2,10,Technology Related Job,138,TN,208,208,No,No,0.74,6097,677,0,2015,1 -71,95096,0.05,0,4251077425,1954,Yes,High School or below,Female,Yes,Married,101,\N,0,2,10,Technology Related Job,138,TN,208,208,No,No,0.74,1508,754,0,2015,2 -19,93125,0.07,0.02,4251098664,1955,Yes,High School or below,Female,Yes,Single,109,\N,3,0,51,Technology Related Job,498,FL,212,68,No,No,0.95,2934,978,0,2015,1 -19,93125,0.07,0.02,4251098664,1955,Yes,High School or below,Female,Yes,Single,109,\N,3,0,51,Technology Related Job,498,FL,212,68,No,No,0.95,3196,799,0,2015,2 -49,204025,0.05,0.02,4251058888,1956,Yes,High School or below,Male,No,Single,47,\N,0,5,69,Technology Related Job,170,HI,409,83,No,No,0.41,6273,1045,0,2015,1 -49,204025,0.05,0.02,4251058888,1956,Yes,High School or below,Male,No,Single,47,\N,0,5,69,Technology Related Job,170,HI,409,83,No,No,0.41,1479,739,0,2015,2 -65,202054,0.07,0,4251086951,1957,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,3,3,10,Technology Related Job,30,NV,412,193,No,Yes,0.62,2057,293,0,2015,1 -65,202054,0.07,0,4251086951,1957,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,3,3,10,Technology Related Job,30,NV,412,193,No,Yes,0.62,2637,659,0,2015,2 -27,62954,0.05,0,4251096160,1958,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,0,0,28,Technology Related Job,203,NH,109,208,No,No,0.08,5100,850,0,2015,1 -27,62954,0.05,0,4251096160,1958,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,0,0,28,Technology Related Job,203,NH,109,208,No,No,0.08,874,874,0,2015,2 -43,60983,0.07,0.02,4251027588,1959,Yes,Master or equivalent,Male,Yes,Married,0,\N,2,6,69,Technology Related Job,63,VA,112,68,No,No,0.29,5753,958,0,2015,1 -43,60983,0.07,0.02,4251027588,1959,Yes,Master or equivalent,Male,Yes,Married,0,\N,2,6,69,Technology Related Job,63,VA,112,68,No,No,0.29,4201,840,0,2015,2 -73,171884,0.05,0.02,4251047022,1960,Yes,Master or equivalent,Female,Yes,Married,58,\N,0,3,87,Technology Related Job,235,WV,309,83,No,No,0.74,4116,588,0,2015,1 -73,171884,0.05,0.02,4251047022,1960,Yes,Master or equivalent,Female,Yes,Married,58,\N,0,3,87,Technology Related Job,235,WV,309,83,No,No,0.74,6123,874,0,2015,2 -21,169913,0.07,0,4251090077,1961,Yes,High School or below,Female,Yes,Single,65,\N,2,1,28,Technology Related Job,96,IA,313,193,No,No,0.96,2237,745,0,2015,1 -21,169913,0.07,0,4251090077,1961,Yes,High School or below,Female,Yes,Single,65,\N,2,1,28,Technology Related Job,96,IA,313,193,No,No,0.96,5752,958,0,2015,2 -52,30813,0.06,0,4251084281,1962,Yes,High School or below,Male,Yes,Married,3,\N,3,6,46,Technology Related Job,268,KY,10,208,No,No,0.41,2813,937,0,2015,1 -52,30813,0.06,0,4251084281,1962,Yes,High School or below,Male,Yes,Married,3,\N,3,6,46,Technology Related Job,268,KY,10,208,No,No,0.41,4139,827,0,2015,2 -52,30813,0.06,0,4251084281,1962,Yes,High School or below,Male,Yes,Married,3,\N,3,6,46,Technology Related Job,268,KY,10,208,No,No,0.41,391,391,0,2015,3 -68,28842,0,0.02,4251097834,1963,Yes,High School or below,Female,Yes,Single,11,\N,2,4,87,Technology Related Job,128,ND,13,68,No,No,0.62,3633,908,0,2015,1 -68,28842,0,0.02,4251097834,1963,Yes,High School or below,Female,Yes,Single,11,\N,2,4,87,Technology Related Job,128,ND,13,68,No,No,0.62,2756,689,0,2015,2 -30,139742,0.06,0.02,4251074624,1964,Yes,High School or below,Female,Yes,Single,68,\N,3,1,5,Non-technology Related Job,301,OH,210,83,No,No,0.08,4265,710,0,2015,1 -30,139742,0.06,0.02,4251074624,1964,Yes,High School or below,Female,Yes,Single,68,\N,3,1,5,Non-technology Related Job,301,OH,210,83,No,No,0.08,3579,894,0,2015,2 -46,137771,0,0,4251016571,1965,Yes,Bachelor or equivalent,Male,No,Married,76,\N,1,7,46,Technology Related Job,161,AK,213,193,No,No,0.29,3348,1116,0,2015,1 -46,137771,0,0,4251016571,1965,Yes,Bachelor or equivalent,Male,No,Married,76,\N,1,7,46,Technology Related Job,161,AK,213,193,No,No,0.29,4165,833,0,2015,2 -76,248672,0.06,0,4251048119,1966,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,3,5,64,Non-technology Related Job,333,AR,410,208,No,No,0.75,4276,855,0,2015,1 -76,248672,0.06,0,4251048119,1966,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,3,5,64,Non-technology Related Job,333,AR,410,208,No,No,0.75,3457,864,0,2015,2 -24,246701,0,0.02,4251058863,1967,Yes,Master or equivalent,Female,Yes,Married,21,\N,1,2,4,Technology Related Job,193,MA,414,68,No,No,0.96,3062,612,0,2015,1 -24,246701,0,0.02,4251058863,1967,Yes,Master or equivalent,Female,Yes,Married,21,\N,1,2,4,Technology Related Job,193,MA,414,68,No,No,0.96,3421,1140,0,2015,2 -24,246701,0,0.02,4251058863,1967,Yes,Master or equivalent,Female,Yes,Married,21,\N,1,2,4,Technology Related Job,193,MA,414,68,No,No,0.96,1299,1299,0,2015,3 -55,107601,0.06,0.02,4251077408,1968,Yes,Master or equivalent,Male,Yes,Married,79,\N,2,0,23,Non-technology Related Job,366,MN,110,83,No,No,0.41,2897,579,0,2015,1 -55,107601,0.06,0.02,4251077408,1968,Yes,Master or equivalent,Male,Yes,Married,79,\N,2,0,23,Non-technology Related Job,366,MN,110,83,No,No,0.41,6643,949,0,2015,2 -70,105630,0,0,4251042133,1969,Yes,High School or below,Female,Yes,Single,87,\N,1,5,63,Technology Related Job,226,SC,114,193,No,No,0.62,3953,658,0,2015,1 -70,105630,0,0,4251042133,1969,Yes,High School or below,Female,Yes,Single,87,\N,1,5,63,Technology Related Job,226,SC,114,193,No,No,0.62,3731,932,0,2015,2 -70,105630,0,0,4251042133,1969,Yes,High School or below,Female,Yes,Single,87,\N,1,5,63,Technology Related Job,226,SC,114,193,No,No,0.62,804,804,0,2015,3 -33,216531,0.07,0,4251061785,1970,Yes,High School or below,Male,No,Single,25,\N,2,3,82,Non-technology Related Job,398,SD,311,208,No,Yes,0.08,4224,844,1,2015,1 -33,216531,0.07,0,4251061785,1970,Yes,High School or below,Male,No,Single,25,\N,2,3,82,Non-technology Related Job,398,SD,311,208,No,Yes,0.08,1903,634,1,2015,2 -49,214559,0.01,0.02,4251022557,1971,Yes,High School or below,Male,No,Married,32,\N,1,0,22,Technology Related Job,258,DE,314,68,No,No,0.29,711,711,0,2015,1 -49,214559,0.01,0.02,4251022557,1971,Yes,High School or below,Male,No,Married,32,\N,1,0,22,Technology Related Job,258,DE,314,68,No,No,0.29,4969,828,0,2015,2 -79,75460,0.07,0.02,4251080149,1972,Yes,High School or below,Female,Yes,Single,90,\N,2,6,41,Non-technology Related Job,431,GA,11,83,No,No,0.75,5022,717,0,2015,1 -79,75460,0.07,0.02,4251080149,1972,Yes,High School or below,Female,Yes,Single,90,\N,2,6,41,Non-technology Related Job,431,GA,11,83,No,No,0.75,4140,1035,0,2015,2 -79,75460,0.07,0.02,4251080149,1972,Yes,High School or below,Female,Yes,Single,90,\N,2,6,41,Non-technology Related Job,431,GA,11,83,No,No,0.75,2270,1135,0,2015,3 -27,73489,0.01,0,4251010421,1973,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,0,3,81,Technology Related Job,291,NE,14,193,No,No,0.96,4817,802,0,2015,1 -27,73489,0.01,0,4251010421,1973,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,0,3,81,Technology Related Job,291,NE,14,193,No,No,0.96,2049,683,0,2015,2 -27,73489,0.01,0,4251010421,1973,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,0,3,81,Technology Related Job,291,NE,14,193,No,No,0.96,520,520,0,2015,3 -57,184389,0.07,0,4251010844,1974,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,2,1,0,Non-technology Related Job,463,NH,211,208,No,No,0.41,2808,468,1,2015,1 -57,184389,0.07,0,4251010844,1974,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,2,1,0,Non-technology Related Job,463,NH,211,208,No,No,0.41,1184,394,1,2015,2 -57,184389,0.07,0,4251010844,1974,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,2,1,0,Non-technology Related Job,463,NH,211,208,No,No,0.41,970,970,1,2015,3 -73,182418,0.01,0.02,4251083135,1975,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,0,6,40,Technology Related Job,324,VA,215,68,No,No,0.62,5489,686,0,2015,1 -73,182418,0.01,0.02,4251083135,1975,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,0,6,40,Technology Related Job,324,VA,215,68,No,No,0.62,2766,922,0,2015,2 -36,43319,0.07,0.02,4251078322,1976,Yes,Master or equivalent,Male,Yes,Single,101,\N,1,4,59,Non-technology Related Job,496,WA,412,83,No,No,0.08,4620,770,0,2015,1 -36,43319,0.07,0.02,4251078322,1976,Yes,Master or equivalent,Male,Yes,Single,101,\N,1,4,59,Non-technology Related Job,496,WA,412,83,No,No,0.08,3253,650,0,2015,2 -51,41348,0.02,0,4251013349,1977,Yes,PhD or equivalent,Male,Yes,Single,108,\N,0,1,99,Technology Related Job,356,IN,415,193,Yes,No,0.29,2282,456,0,2015,1 -51,41348,0.02,0,4251013349,1977,Yes,PhD or equivalent,Male,Yes,Single,108,\N,0,1,99,Technology Related Job,356,IN,415,193,Yes,No,0.29,1023,341,0,2015,2 -14,152248,0,0,4251086545,1978,Yes,High School or below,Female,Yes,Single,46,\N,1,7,18,Non-technology Related Job,28,KS,112,208,No,No,0.75,5278,879,0,2015,1 -14,152248,0,0,4251086545,1978,Yes,High School or below,Female,Yes,Single,46,\N,1,7,18,Non-technology Related Job,28,KS,112,208,No,No,0.75,3153,1051,0,2015,2 -30,150277,0.02,0.02,4251029861,1979,Yes,High School or below,Female,No,Married,54,\N,0,4,58,Technology Related Job,389,NC,115,68,No,Yes,0.96,8547,777,1,2015,1 -30,150277,0.02,0.02,4251029861,1979,Yes,High School or below,Female,No,Married,54,\N,0,4,58,Technology Related Job,389,NC,115,68,No,Yes,0.96,2475,1237,1,2015,2 -60,11177,0,0.02,4251059364,1980,Yes,High School or below,Male,Yes,Married,112,\N,1,2,77,Non-technology Related Job,61,OH,312,83,No,No,0.42,6001,1000,0,2015,1 -60,11177,0,0.02,4251059364,1980,Yes,High School or below,Male,Yes,Married,112,\N,1,2,77,Non-technology Related Job,61,OH,312,83,No,No,0.42,3753,625,0,2015,2 -60,11177,0,0.02,4251059364,1980,Yes,High School or below,Male,Yes,Married,112,\N,1,2,77,Non-technology Related Job,61,OH,312,83,No,No,0.42,560,560,0,2015,3 -76,9206,0.02,0,4251055580,1981,Yes,High School or below,Female,Yes,Single,119,\N,3,7,17,Technology Related Job,421,AK,316,193,No,No,0.63,2701,675,0,2015,1 -76,9206,0.02,0,4251055580,1981,Yes,High School or below,Female,Yes,Single,119,\N,3,7,17,Technology Related Job,421,AK,316,193,No,No,0.63,3385,564,0,2015,2 -38,120107,0,0,4251035693,1982,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,0,5,35,Non-technology Related Job,94,AZ,13,208,No,No,0.08,2449,816,0,2015,1 -38,120107,0,0,4251035693,1982,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,0,5,35,Non-technology Related Job,94,AZ,13,208,No,No,0.08,4001,666,0,2015,2 -54,118136,0.02,0.02,4251063292,1983,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,3,3,76,Technology Related Job,454,MD,16,68,No,No,0.29,2932,586,0,2015,1 -54,118136,0.02,0.02,4251063292,1983,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,3,3,76,Technology Related Job,454,MD,16,68,No,No,0.29,3348,669,0,2015,2 -17,229036,0,0.02,4251057043,1984,Yes,Bachelor or equivalent,Female,No,Single,2,\N,0,0,94,Non-technology Related Job,126,MI,213,83,No,No,0.75,2686,895,0,2015,1 -17,229036,0,0.02,4251057043,1984,Yes,Bachelor or equivalent,Female,No,Single,2,\N,0,0,94,Non-technology Related Job,126,MI,213,83,No,No,0.75,3322,553,0,2015,2 -33,227065,0.03,0,4251040965,1985,Yes,Master or equivalent,Female,No,Married,10,\N,3,6,35,Technology Related Job,486,RI,216,193,No,No,0.96,4604,920,0,2015,1 -33,227065,0.03,0,4251040965,1985,Yes,Master or equivalent,Female,No,Married,10,\N,3,6,35,Technology Related Job,486,RI,216,193,No,No,0.96,6600,942,0,2015,2 -63,87965,0.01,0,4251085764,1986,Yes,PhD or equivalent,Male,Yes,Married,68,\N,0,3,53,Non-technology Related Job,159,SD,413,208,No,No,0.42,4333,722,0,2015,1 -63,87965,0.01,0,4251085764,1986,Yes,PhD or equivalent,Male,Yes,Married,68,\N,0,3,53,Non-technology Related Job,159,SD,413,208,No,No,0.42,4812,802,0,2015,2 -79,85994,0.03,0.02,4251069709,1987,Yes,High School or below,Female,Yes,Married,75,\N,2,1,94,Technology Related Job,19,DE,417,68,No,No,0.63,6197,1032,0,2015,1 -79,85994,0.03,0.02,4251069709,1987,Yes,High School or below,Female,Yes,Married,75,\N,2,1,94,Technology Related Job,19,DE,417,68,No,No,0.63,5337,762,0,2015,2 -41,196895,0.01,0.02,4251090754,1988,Yes,High School or below,Male,Yes,Married,13,\N,0,6,12,Non-technology Related Job,191,FL,114,83,No,No,0.08,1535,383,0,2015,1 -41,196895,0.01,0.02,4251090754,1988,Yes,High School or below,Male,Yes,Married,13,\N,0,6,12,Non-technology Related Job,191,FL,114,83,No,No,0.08,3742,748,0,2015,2 -57,194924,0.03,0.03,4251069956,1989,Yes,High School or below,Male,Yes,Single,21,\N,2,4,53,Technology Related Job,51,MT,117,193,No,No,0.29,5147,857,0,2015,1 -57,194924,0.03,0.03,4251069956,1989,Yes,High School or below,Male,Yes,Single,21,\N,2,4,53,Technology Related Job,51,MT,117,193,No,No,0.29,6358,706,0,2015,2 -19,55824,0.01,0,4251032694,1990,Yes,High School or below,Female,No,Single,78,\N,3,1,71,Non-technology Related Job,224,NV,314,208,No,No,0.75,1755,438,0,2015,1 -19,55824,0.01,0,4251032694,1990,Yes,High School or below,Female,No,Single,78,\N,3,1,71,Non-technology Related Job,224,NV,314,208,No,No,0.75,1307,653,0,2015,2 -35,53853,0.03,0.01,4251019373,1991,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,2,7,12,Technology Related Job,84,VT,317,68,No,No,0.96,3739,623,0,2015,1 -35,53853,0.03,0.01,4251019373,1991,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,2,7,12,Technology Related Job,84,VT,317,68,No,No,0.96,5627,1125,0,2015,2 -66,164754,0.02,0.02,4251012548,1992,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,3,4,30,Non-technology Related Job,256,WA,14,83,No,Yes,0.42,3079,769,0,2015,1 -66,164754,0.02,0.02,4251012548,1992,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,3,4,30,Non-technology Related Job,256,WA,14,83,No,Yes,0.42,2391,797,0,2015,2 -14,162783,0.04,0.03,4251020856,1993,Yes,Master or equivalent,Female,No,Married,31,\N,2,2,71,Technology Related Job,117,IN,17,193,No,No,0.63,6533,653,0,2015,1 -14,162783,0.04,0.03,4251020856,1993,Yes,Master or equivalent,Female,No,Married,31,\N,2,2,71,Technology Related Job,117,IN,17,193,No,No,0.63,2110,703,0,2015,2 -44,23683,0.02,0,4251060634,1994,Yes,Master or equivalent,Male,Yes,Married,89,\N,3,0,89,Non-technology Related Job,289,IA,214,208,Yes,No,0.08,2618,436,0,2015,1 -44,23683,0.02,0,4251060634,1994,Yes,Master or equivalent,Male,Yes,Married,89,\N,3,0,89,Non-technology Related Job,289,IA,214,208,Yes,No,0.08,3643,1214,0,2015,2 -44,23683,0.02,0,4251060634,1994,Yes,Master or equivalent,Male,Yes,Married,89,\N,3,0,89,Non-technology Related Job,289,IA,214,208,Yes,No,0.08,117,117,0,2015,3 -60,21712,0.04,0.01,4251031561,1995,Yes,High School or below,Male,Yes,Single,97,\N,1,5,29,Technology Related Job,149,NY,218,68,No,No,0.3,3071,1023,0,2015,1 -60,21712,0.04,0.01,4251031561,1995,Yes,High School or below,Male,Yes,Single,97,\N,1,5,29,Technology Related Job,149,NY,218,68,No,No,0.3,3596,899,0,2015,2 -22,132612,0.02,0.02,4251043646,1996,Yes,High School or below,Female,Yes,Single,35,\N,3,3,48,Non-technology Related Job,321,ND,415,83,No,No,0.75,2797,1398,0,2015,1 -22,132612,0.02,0.02,4251043646,1996,Yes,High School or below,Female,Yes,Single,35,\N,3,3,48,Non-technology Related Job,321,ND,415,83,No,No,0.75,1173,586,0,2015,2 -22,132612,0.02,0.02,4251043646,1996,Yes,High School or below,Female,Yes,Single,35,\N,3,3,48,Non-technology Related Job,321,ND,415,83,No,No,0.75,707,707,0,2015,3 -38,130641,0.04,0.03,4251042130,1997,Yes,High School or below,Male,Yes,Single,42,\N,1,0,88,Technology Related Job,182,AL,418,193,No,No,0.96,2311,770,0,2015,1 -38,130641,0.04,0.03,4251042130,1997,Yes,High School or below,Male,Yes,Single,42,\N,1,0,88,Technology Related Job,182,AL,418,193,No,No,0.96,7214,901,0,2015,2 -68,241542,0.02,0,4251085097,1998,Yes,High School or below,Female,No,Single,100,\N,2,6,7,Non-technology Related Job,354,AZ,115,208,No,No,0.42,4350,725,0,2015,1 -68,241542,0.02,0,4251085097,1998,Yes,High School or below,Female,No,Single,100,\N,2,6,7,Non-technology Related Job,354,AZ,115,208,No,No,0.42,6622,946,0,2015,2 -16,239571,0.04,0.01,4251083340,1999,Yes,Bachelor or equivalent,Female,No,Married,107,\N,1,3,47,Technology Related Job,214,MD,118,68,No,No,0.63,4612,768,0,2015,1 -16,239571,0.04,0.01,4251083340,1999,Yes,Bachelor or equivalent,Female,No,Married,107,\N,1,3,47,Technology Related Job,214,MD,118,68,No,No,0.63,2274,568,0,2015,2 -47,100471,0.03,0.02,4251067966,2000,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,2,1,66,Non-technology Related Job,387,MI,315,83,No,No,0.09,5634,704,0,2015,1 -47,100471,0.03,0.02,4251067966,2000,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,2,1,66,Non-technology Related Job,387,MI,315,83,No,No,0.09,3673,734,0,2015,2 -63,98500,0.05,0.03,4251089787,2001,Yes,Master or equivalent,Male,Yes,Single,53,\N,1,6,6,Technology Related Job,247,PA,319,193,No,Yes,0.3,2099,419,0,2015,1 -63,98500,0.05,0.03,4251089787,2001,Yes,Master or equivalent,Male,Yes,Single,53,\N,1,6,6,Technology Related Job,247,PA,319,193,No,Yes,0.3,408,408,0,2015,2 -25,209400,0.03,0,4251064759,2002,Yes,Master or equivalent,Female,Yes,Single,111,\N,2,4,25,Non-technology Related Job,419,SC,16,208,No,No,0.75,1473,736,0,2015,1 -25,209400,0.03,0,4251064759,2002,Yes,Master or equivalent,Female,Yes,Single,111,\N,2,4,25,Non-technology Related Job,419,SC,16,208,No,No,0.75,5437,776,0,2015,2 -25,209400,0.03,0,4251064759,2002,Yes,Master or equivalent,Female,Yes,Single,111,\N,2,4,25,Non-technology Related Job,419,SC,16,208,No,No,0.75,1246,1246,0,2015,3 -41,207429,0.05,0.01,4251049662,2003,Yes,High School or below,Male,Yes,Single,118,\N,0,1,65,Technology Related Job,279,CT,19,68,No,No,0.96,4480,896,0,2015,1 -41,207429,0.05,0.01,4251049662,2003,Yes,High School or below,Male,Yes,Single,118,\N,0,1,65,Technology Related Job,279,CT,19,68,No,No,0.96,4994,832,0,2015,2 -71,68330,0.03,0.02,4251052815,2004,Yes,High School or below,Female,No,Single,56,\N,1,7,84,Non-technology Related Job,452,FL,216,83,No,No,0.42,3008,601,0,2015,1 -71,68330,0.03,0.02,4251052815,2004,Yes,High School or below,Female,No,Single,56,\N,1,7,84,Non-technology Related Job,452,FL,216,83,No,No,0.42,4015,803,0,2015,2 -19,66359,0.05,0.03,4251034568,2005,Yes,High School or below,Female,Yes,Married,64,\N,0,4,24,Technology Related Job,312,MT,219,193,No,No,0.63,5590,798,1,2015,1 -19,66359,0.05,0.03,4251034568,2005,Yes,High School or below,Female,Yes,Married,64,\N,0,4,24,Technology Related Job,312,MT,219,193,No,No,0.63,6838,976,1,2015,2 -50,177259,0.03,0,4251031109,2006,Yes,High School or below,Male,Yes,Married,2,\N,1,2,43,Non-technology Related Job,484,NV,416,208,No,No,0.09,4088,681,0,2015,1 -50,177259,0.03,0,4251031109,2006,Yes,High School or below,Male,Yes,Married,2,\N,1,2,43,Non-technology Related Job,484,NV,416,208,No,No,0.09,3927,981,0,2015,2 -65,175288,0.05,0.01,4251017576,2007,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,0,7,83,Technology Related Job,344,UT,420,68,No,No,0.3,2886,721,0,2015,1 -65,175288,0.05,0.01,4251017576,2007,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,0,7,83,Technology Related Job,344,UT,420,68,No,No,0.3,2487,497,0,2015,2 -65,175288,0.05,0.01,4251017576,2007,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,0,7,83,Technology Related Job,344,UT,420,68,No,No,0.3,1024,1024,0,2015,3 -28,36189,0.04,0.02,4251019398,2008,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,1,5,2,Non-technology Related Job,17,VA,117,83,No,No,0.75,1723,430,1,2015,1 -28,36189,0.04,0.02,4251019398,2008,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,1,5,2,Non-technology Related Job,17,VA,117,83,No,No,0.75,4514,902,1,2015,2 -44,34217,0.06,0.03,4251096251,2009,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,3,2,42,Technology Related Job,377,IL,120,193,No,No,0.97,4161,1040,0,2015,1 -44,34217,0.06,0.03,4251096251,2009,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,3,2,42,Technology Related Job,377,IL,120,193,No,No,0.97,2934,586,0,2015,2 -74,145118,0.04,0,4251055572,2010,Yes,Master or equivalent,Female,Yes,Single,12,\N,1,0,61,Non-technology Related Job,49,IA,317,208,No,No,0.42,4899,979,0,2015,1 -74,145118,0.04,0,4251055572,2010,Yes,Master or equivalent,Female,Yes,Single,12,\N,1,0,61,Non-technology Related Job,49,IA,317,208,No,No,0.42,1538,384,0,2015,2 -22,143147,0.06,0.01,4251050322,2011,Yes,High School or below,Female,Yes,Married,20,\N,3,6,1,Technology Related Job,410,NY,320,68,No,No,0.63,517,517,1,2015,1 -22,143147,0.06,0.01,4251050322,2011,Yes,High School or below,Female,Yes,Married,20,\N,3,6,1,Technology Related Job,410,NY,320,68,No,No,0.63,2783,556,1,2015,2 -52,4047,0.04,0.02,4251043439,2012,Yes,High School or below,Male,No,Married,78,\N,0,3,19,Non-technology Related Job,82,ND,17,83,No,No,0.09,2612,522,0,2015,1 -52,4047,0.04,0.02,4251043439,2012,Yes,High School or below,Male,No,Married,78,\N,0,3,19,Non-technology Related Job,82,ND,17,83,No,No,0.09,5589,621,0,2015,2 -68,2076,0.06,0.03,4251029475,2013,Yes,High School or below,Male,No,Married,85,\N,3,1,60,Technology Related Job,442,WY,21,193,No,No,0.3,1578,394,0,2015,1 -68,2076,0.06,0.03,4251029475,2013,Yes,High School or below,Male,No,Married,85,\N,3,1,60,Technology Related Job,442,WY,21,193,No,No,0.3,2910,582,0,2015,2 -31,112977,0.04,0,4251064965,2014,Yes,High School or below,Female,Yes,Married,23,\N,0,6,78,Non-technology Related Job,114,AK,217,208,No,Yes,0.76,3465,433,0,2015,1 -31,112977,0.04,0,4251064965,2014,Yes,High School or below,Female,Yes,Married,23,\N,0,6,78,Non-technology Related Job,114,AK,217,208,No,Yes,0.76,4440,740,0,2015,2 -46,111006,0.06,0.01,4251058934,2015,Yes,High School or below,Male,Yes,Single,31,\N,3,4,19,Technology Related Job,475,ME,221,68,No,No,0.97,3969,567,0,2015,1 -46,111006,0.06,0.01,4251058934,2015,Yes,High School or below,Male,Yes,Single,31,\N,3,4,19,Technology Related Job,475,ME,221,68,No,No,0.97,3039,506,0,2015,2 -77,221906,0.05,0.02,4251078217,2016,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,0,1,37,Non-technology Related Job,147,MA,418,83,No,No,0.42,2701,900,0,2015,1 -77,221906,0.05,0.02,4251078217,2016,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,0,1,37,Non-technology Related Job,147,MA,418,83,No,No,0.42,5722,817,0,2015,2 -25,219935,0.07,0.03,4251073459,2017,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,2,7,78,Technology Related Job,7,PA,421,193,No,No,0.63,4773,795,1,2015,1 -25,219935,0.07,0.03,4251073459,2017,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,2,7,78,Technology Related Job,7,PA,421,193,No,No,0.63,2954,590,1,2015,2 -55,80835,0.05,0,4251097905,2018,Yes,Bachelor or equivalent,Male,No,Single,34,\N,0,4,96,Non-technology Related Job,180,SC,118,208,No,No,0.09,2834,708,0,2015,1 -55,80835,0.05,0,4251097905,2018,Yes,Bachelor or equivalent,Male,No,Single,34,\N,0,4,96,Non-technology Related Job,180,SC,118,208,No,No,0.09,326,326,0,2015,2 -71,78864,0.07,0.01,4251065267,2019,Yes,PhD or equivalent,Male,Yes,Married,41,\N,2,2,37,Technology Related Job,40,CO,121,68,No,No,0.3,4907,701,0,2015,1 -71,78864,0.07,0.01,4251065267,2019,Yes,PhD or equivalent,Male,Yes,Married,41,\N,2,2,37,Technology Related Job,40,CO,121,68,No,No,0.3,1269,634,0,2015,2 -33,189765,0.05,0.02,4251091289,2020,Yes,High School or below,Female,Yes,Married,99,\N,3,7,55,Non-technology Related Job,212,DE,318,83,No,No,0.76,4817,802,0,2015,1 -33,189765,0.05,0.02,4251091289,2020,Yes,High School or below,Female,Yes,Married,99,\N,3,7,55,Non-technology Related Job,212,DE,318,83,No,No,0.76,3439,687,0,2015,2 -49,187794,0.07,0.03,4251080080,2021,Yes,High School or below,Male,Yes,Single,107,\N,2,5,96,Technology Related Job,72,MO,322,193,No,No,0.97,2472,494,0,2015,1 -49,187794,0.07,0.03,4251080080,2021,Yes,High School or below,Male,Yes,Single,107,\N,2,5,96,Technology Related Job,72,MO,322,193,No,No,0.97,3369,673,0,2015,2 -12,48694,0.05,0,4251086448,2022,Yes,High School or below,Female,Yes,Single,45,\N,3,3,14,Non-technology Related Job,245,NE,19,208,No,No,0.42,1088,362,0,2015,1 -12,48694,0.05,0,4251086448,2022,Yes,High School or below,Female,Yes,Single,45,\N,3,3,14,Non-technology Related Job,245,NE,19,208,No,No,0.42,1946,973,0,2015,2 -28,46723,0.07,0.01,4251040247,2023,Yes,High School or below,Female,Yes,Single,52,\N,1,0,55,Technology Related Job,105,UT,22,68,No,No,0.63,2657,442,0,2015,1 -28,46723,0.07,0.01,4251040247,2023,Yes,High School or below,Female,Yes,Single,52,\N,1,0,55,Technology Related Job,105,UT,22,68,No,No,0.63,4263,710,0,2015,2 -58,157623,0.06,0.02,4251096979,2024,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,3,6,73,Non-technology Related Job,277,VA,219,83,No,No,0.09,1304,260,1,2015,1 -58,157623,0.06,0.02,4251096979,2024,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,3,6,73,Non-technology Related Job,277,VA,219,83,No,No,0.09,6451,806,1,2015,2 -74,155652,0,0.03,4251077285,2025,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,1,3,13,Technology Related Job,137,ID,222,193,No,No,0.3,3074,768,0,2015,1 -74,155652,0,0.03,4251077285,2025,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,1,3,13,Technology Related Job,137,ID,222,193,No,No,0.3,2698,539,0,2015,2 -36,16553,0.06,0,4251074199,2026,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,2,1,32,Non-technology Related Job,310,IN,419,208,No,No,0.76,3747,936,0,2015,1 -36,16553,0.06,0,4251074199,2026,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,2,1,32,Non-technology Related Job,310,IN,419,208,No,No,0.76,4937,987,0,2015,2 -52,14582,0,0.01,4251009500,2027,Yes,Master or equivalent,Male,No,Single,63,\N,1,6,72,Non-technology Related Job,170,NM,423,68,No,No,0.97,2627,525,0,2015,1 -52,14582,0,0.01,4251009500,2027,Yes,Master or equivalent,Male,No,Single,63,\N,1,6,72,Non-technology Related Job,170,NM,423,68,No,No,0.97,5366,894,0,2015,2 -14,125482,0.06,0.02,4251014679,2028,Yes,PhD or equivalent,Female,Yes,Married,1,\N,2,4,91,Non-technology Related Job,342,NC,120,83,No,No,0.43,2222,740,0,2015,1 -14,125482,0.06,0.02,4251014679,2028,Yes,PhD or equivalent,Female,Yes,Married,1,\N,2,4,91,Non-technology Related Job,342,NC,120,83,No,No,0.43,2461,615,0,2015,2 -30,123511,0,0.03,4251041357,2029,Yes,High School or below,Female,Yes,Single,8,\N,1,1,31,Non-technology Related Job,203,WY,123,193,No,No,0.64,2655,663,0,2015,1 -30,123511,0,0.03,4251041357,2029,Yes,High School or below,Female,Yes,Single,8,\N,1,1,31,Non-technology Related Job,203,WY,123,193,No,No,0.64,3146,786,0,2015,2 -61,234412,0.06,0,4251060622,2030,Yes,High School or below,Male,Yes,Single,66,\N,2,7,50,Non-technology Related Job,375,AK,320,208,No,No,0.09,6230,1038,0,2015,1 -61,234412,0.06,0,4251060622,2030,Yes,High School or below,Male,Yes,Single,66,\N,2,7,50,Non-technology Related Job,375,AK,320,208,No,No,0.09,5609,801,0,2015,2 -61,234412,0.06,0,4251060622,2030,Yes,High School or below,Male,Yes,Single,66,\N,2,7,50,Non-technology Related Job,375,AK,320,208,No,No,0.09,850,850,0,2015,3 -77,232441,0,0.01,4251018624,2031,Yes,High School or below,Female,Yes,Married,74,\N,0,4,90,Non-technology Related Job,235,ME,323,68,No,No,0.3,2762,690,0,2015,1 -77,232441,0,0.01,4251018624,2031,Yes,High School or below,Female,Yes,Married,74,\N,0,4,90,Non-technology Related Job,235,ME,323,68,No,No,0.3,7161,1023,0,2015,2 -39,93341,0.07,0.02,4251099543,2032,Yes,High School or below,Male,No,Married,12,\N,2,2,9,Non-technology Related Job,407,MD,20,83,No,No,0.76,3169,1056,0,2015,1 -39,93341,0.07,0.02,4251099543,2032,Yes,High School or below,Male,No,Married,12,\N,2,2,9,Non-technology Related Job,407,MD,20,83,No,No,0.76,5391,673,0,2015,2 -55,91370,0.01,0.03,4251035913,2033,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,0,7,49,Non-technology Related Job,268,OR,24,193,No,No,0.97,1294,1294,0,2015,1 -55,91370,0.01,0.03,4251035913,2033,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,0,7,49,Non-technology Related Job,268,OR,24,193,No,No,0.97,2823,564,0,2015,2 -17,202270,0.07,0,4251073018,2034,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,1,5,68,Non-technology Related Job,440,RI,221,208,No,No,0.43,5776,962,1,2015,1 -17,202270,0.07,0,4251073018,2034,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,1,5,68,Non-technology Related Job,440,RI,221,208,No,No,0.43,1112,278,1,2015,2 -33,200299,0.01,0.01,4251015258,2035,Yes,Master or equivalent,Female,Yes,Single,84,\N,0,2,8,Non-technology Related Job,300,CO,224,68,No,No,0.64,4494,561,0,2015,1 -33,200299,0.01,0.01,4251015258,2035,Yes,Master or equivalent,Female,Yes,Single,84,\N,0,2,8,Non-technology Related Job,300,CO,224,68,No,No,0.64,2038,679,0,2015,2 -64,61200,0.07,0.02,4251049118,2036,Yes,Master or equivalent,Male,Yes,Single,22,\N,1,0,27,Non-technology Related Job,473,DE,421,82,No,Yes,0.09,5686,812,0,2015,1 -64,61200,0.07,0.02,4251049118,2036,Yes,Master or equivalent,Male,Yes,Single,22,\N,1,0,27,Non-technology Related Job,473,DE,421,82,No,Yes,0.09,3666,733,0,2015,2 -64,61200,0.07,0.02,4251049118,2036,Yes,Master or equivalent,Male,Yes,Single,22,\N,1,0,27,Non-technology Related Job,473,DE,421,82,No,Yes,0.09,815,815,0,2015,3 -79,59229,0.01,0.03,4251089992,2037,Yes,High School or below,Female,Yes,Married,30,\N,0,5,67,Non-technology Related Job,333,MO,424,192,No,No,0.3,2907,581,0,2015,1 -79,59229,0.01,0.03,4251089992,2037,Yes,High School or below,Female,Yes,Married,30,\N,0,5,67,Non-technology Related Job,333,MO,424,192,No,No,0.3,2395,479,0,2015,2 -42,170129,0.07,0,4251046729,2038,Yes,High School or below,Male,Yes,Single,88,\N,1,3,86,Non-technology Related Job,5,MT,121,207,No,No,0.76,3749,749,0,2015,1 -42,170129,0.07,0,4251046729,2038,Yes,High School or below,Male,Yes,Single,88,\N,1,3,86,Non-technology Related Job,5,MT,121,207,No,No,0.76,3087,441,0,2015,2 -58,168158,0.01,0.01,4251040541,2039,Yes,High School or below,Male,Yes,Married,95,\N,3,1,26,Non-technology Related Job,365,TX,125,67,No,No,0.97,10131,1013,0,2015,1 -58,168158,0.01,0.01,4251040541,2039,Yes,High School or below,Male,Yes,Married,95,\N,3,1,26,Non-technology Related Job,365,TX,125,67,No,No,0.97,1656,552,0,2015,2 -20,29058,0,0.02,4251095232,2040,Yes,High School or below,Female,Yes,Married,33,\N,1,6,44,Non-technology Related Job,38,VT,321,82,No,No,0.43,4731,788,0,2015,1 -20,29058,0,0.02,4251095232,2040,Yes,High School or below,Female,Yes,Married,33,\N,1,6,44,Non-technology Related Job,38,VT,321,82,No,No,0.43,498,498,0,2015,2 -36,27087,0.02,0.03,4251061256,2041,Yes,Bachelor or equivalent,Female,No,Single,41,\N,3,4,85,Non-technology Related Job,398,ID,325,192,Yes,No,0.64,2962,987,0,2015,1 -36,27087,0.02,0.03,4251061256,2041,Yes,Bachelor or equivalent,Female,No,Single,41,\N,3,4,85,Non-technology Related Job,398,ID,325,192,Yes,No,0.64,1912,637,0,2015,2 -66,137988,0,0,4251049144,2042,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,0,1,3,Non-technology Related Job,70,IN,22,207,No,No,0.09,3148,629,0,2015,1 -66,137988,0,0,4251049144,2042,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,0,1,3,Non-technology Related Job,70,IN,22,207,No,No,0.09,2695,898,0,2015,2 -14,136017,0.02,0.01,4251057168,2043,No,Master or equivalent,Female,Yes,Single,106,\N,3,7,44,Non-technology Related Job,430,NM,25,67,No,Yes,0.31,3601,720,0,2015,1 -14,136017,0.02,0.01,4251057168,2043,No,Master or equivalent,Female,Yes,Single,106,\N,3,7,44,Non-technology Related Job,430,NM,25,67,No,Yes,0.31,4326,865,0,2015,2 -14,136017,0.02,0.01,4251057168,2043,No,Master or equivalent,Female,Yes,Single,106,\N,3,7,44,Non-technology Related Job,430,NM,25,67,No,Yes,0.31,283,283,0,2015,3 -45,246917,0,0.02,4251070060,2044,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,4,62,Non-technology Related Job,103,NY,222,82,No,No,0.76,3407,567,0,2015,1 -45,246917,0,0.02,4251070060,2044,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,4,62,Non-technology Related Job,103,NY,222,82,No,No,0.76,5447,907,0,2015,2 -60,244946,0.02,0.03,4251054858,2045,Yes,High School or below,Male,Yes,Married,51,\N,2,2,3,Non-technology Related Job,463,WI,225,192,No,No,0.97,2766,922,0,2015,1 -60,244946,0.02,0.03,4251054858,2045,Yes,High School or below,Male,Yes,Married,51,\N,2,2,3,Non-technology Related Job,463,WI,225,192,No,No,0.97,3326,831,0,2015,2 -23,105847,0,0.03,4251086301,2046,Yes,High School or below,Female,No,Married,109,\N,0,7,21,Non-technology Related Job,135,AL,422,207,No,No,0.43,3601,720,0,2015,2 -23,105847,0,0.03,4251086301,2046,Yes,High School or below,Female,No,Married,109,\N,0,7,21,Non-technology Related Job,135,AL,422,207,No,No,0.43,392,392,0,2015,3 -39,103875,0.02,0.01,4251062346,2047,Yes,High School or below,Female,No,Single,117,\N,2,5,62,Non-technology Related Job,496,LA,426,67,No,No,0.64,6283,628,1,2015,1 -39,103875,0.02,0.01,4251062346,2047,Yes,High School or below,Female,No,Single,117,\N,2,5,62,Non-technology Related Job,496,LA,426,67,No,No,0.64,1758,879,1,2015,2 -69,214776,0.01,0.01,4251084603,2048,Yes,High School or below,Male,Yes,Married,55,\N,3,2,80,Others,168,MD,123,82,No,No,0.1,4364,872,0,2015,1 -69,214776,0.01,0.01,4251084603,2048,Yes,High School or below,Male,Yes,Married,55,\N,3,2,80,Others,168,MD,123,82,No,No,0.1,2137,1068,0,2015,2 -17,212805,0.03,0.03,4251077184,2049,Yes,Bachelor or equivalent,Female,Yes,Single,62,\N,2,0,21,Non-technology Related Job,28,OR,126,192,No,No,0.31,6999,777,1,2015,1 -17,212805,0.03,0.03,4251077184,2049,Yes,Bachelor or equivalent,Female,Yes,Single,62,\N,2,0,21,Non-technology Related Job,28,OR,126,192,No,No,0.31,5314,885,1,2015,2 -47,73705,0.01,0.03,4251082123,2050,Yes,Bachelor or equivalent,Male,Yes,Single,0,\N,3,6,39,Others,200,PA,323,207,No,No,0.76,7123,890,0,2015,1 -47,73705,0.01,0.03,4251082123,2050,Yes,Bachelor or equivalent,Male,Yes,Single,0,\N,3,6,39,Others,200,PA,323,207,No,No,0.76,3949,789,0,2015,2 -47,73705,0.01,0.03,4251082123,2050,Yes,Bachelor or equivalent,Male,Yes,Single,0,\N,3,6,39,Others,200,PA,323,207,No,No,0.76,537,537,0,2015,3 -63,71734,0.03,0.01,4251041351,2051,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,2,3,80,Non-technology Related Job,61,CA,326,67,No,No,0.97,2438,1219,0,2015,1 -63,71734,0.03,0.01,4251041351,2051,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,2,3,80,Non-technology Related Job,61,CA,326,67,No,No,0.97,6572,821,0,2015,2 -26,182635,0.01,0.01,4251091186,2052,Yes,Master or equivalent,Female,Yes,Married,65,\N,3,1,98,Others,233,CT,23,82,No,No,0.43,2048,512,0,2015,1 -26,182635,0.01,0.01,4251091186,2052,Yes,Master or equivalent,Female,Yes,Married,65,\N,3,1,98,Others,233,CT,23,82,No,No,0.43,3393,678,0,2015,2 -42,180664,0.03,0.03,4251021671,2053,Yes,High School or below,Female,Yes,Married,73,\N,1,6,38,Non-technology Related Job,93,MS,27,192,No,No,0.64,2533,422,0,2015,1 -42,180664,0.03,0.03,4251021671,2053,Yes,High School or below,Female,Yes,Married,73,\N,1,6,38,Non-technology Related Job,93,MS,27,192,No,No,0.64,2198,314,0,2015,2 -72,41564,0.01,0.03,4251054829,2054,Yes,High School or below,Male,Yes,Married,11,\N,3,4,57,Others,266,MT,224,207,No,No,0.1,4136,1034,0,2015,1 -72,41564,0.01,0.03,4251054829,2054,Yes,High School or below,Male,Yes,Married,11,\N,3,4,57,Others,266,MT,224,207,No,No,0.1,2423,484,0,2015,2 -20,39593,0.03,0.01,4251053143,2055,Yes,High School or below,Female,No,Single,18,\N,1,1,97,Non-technology Related Job,126,TX,227,67,No,No,0.31,5116,730,0,2015,1 -20,39593,0.03,0.01,4251053143,2055,Yes,High School or below,Female,No,Single,18,\N,1,1,97,Non-technology Related Job,126,TX,227,67,No,No,0.31,3199,457,0,2015,2 -50,150493,0.02,0.01,4251016445,2056,Yes,High School or below,Male,Yes,Single,76,\N,2,7,16,Others,298,UT,424,82,No,No,0.76,3790,631,0,2015,1 -50,150493,0.02,0.01,4251016445,2056,Yes,High School or below,Male,Yes,Single,76,\N,2,7,16,Others,298,UT,424,82,No,No,0.76,5031,838,0,2015,2 -50,150493,0.02,0.01,4251016445,2056,Yes,High School or below,Male,Yes,Single,76,\N,2,7,16,Others,298,UT,424,82,No,No,0.76,1015,1015,0,2015,3 -66,148522,0.04,0.03,4251060674,2057,Yes,High School or below,Male,Yes,Married,84,\N,1,4,56,Non-technology Related Job,158,HI,427,192,No,No,0.98,5759,959,0,2015,1 -66,148522,0.04,0.03,4251060674,2057,Yes,High School or below,Male,Yes,Married,84,\N,1,4,56,Non-technology Related Job,158,HI,427,192,No,No,0.98,4852,970,0,2015,2 -28,9423,0.02,0.03,4251040969,2058,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,2,2,75,Others,331,IL,124,207,Yes,Yes,0.43,5929,1185,1,2015,1 -44,7452,0.04,0.01,4251076311,2059,Yes,Bachelor or equivalent,Male,Yes,Married,29,\N,1,7,15,Non-technology Related Job,191,NJ,128,67,No,No,0.64,3230,646,0,2015,1 -44,7452,0.04,0.01,4251076311,2059,Yes,Bachelor or equivalent,Male,Yes,Married,29,\N,1,7,15,Non-technology Related Job,191,NJ,128,67,No,No,0.64,822,411,0,2015,2 -75,118352,0.02,0.01,4251040156,2060,Yes,Bachelor or equivalent,Male,No,Married,87,\N,2,5,34,Others,363,NY,325,82,No,No,0.1,5646,941,0,2015,1 -75,118352,0.02,0.01,4251040156,2060,Yes,Bachelor or equivalent,Male,No,Married,87,\N,2,5,34,Others,363,NY,325,82,No,No,0.1,1217,304,0,2015,2 -23,116381,0.04,0.03,4251080125,2061,Yes,PhD or equivalent,Female,No,Single,94,\N,0,2,74,Non-technology Related Job,223,WI,328,192,No,No,0.31,5267,877,0,2015,1 -23,116381,0.04,0.03,4251080125,2061,Yes,PhD or equivalent,Female,No,Single,94,\N,0,2,74,Non-technology Related Job,223,WI,328,192,No,No,0.31,4414,882,0,2015,2 -53,227281,0.02,0.03,4251036809,2062,Yes,High School or below,Male,Yes,Single,32,\N,2,0,93,Others,396,WY,25,207,No,No,0.77,2437,1218,0,2015,1 -53,227281,0.02,0.03,4251036809,2062,Yes,High School or below,Male,Yes,Single,32,\N,2,0,93,Others,396,WY,25,207,No,No,0.77,2476,619,0,2015,2 -69,225310,0.04,0.01,4251058007,2063,Yes,High School or below,Male,Yes,Single,40,\N,0,5,33,Non-technology Related Job,256,KY,28,67,No,No,0.98,4796,685,0,2015,1 -69,225310,0.04,0.01,4251058007,2063,Yes,High School or below,Male,Yes,Single,40,\N,0,5,33,Non-technology Related Job,256,KY,28,67,No,No,0.98,2144,1072,0,2015,2 -69,225310,0.04,0.01,4251058007,2063,Yes,High School or below,Male,Yes,Single,40,\N,0,5,33,Non-technology Related Job,256,KY,28,67,No,No,0.98,383,383,0,2015,3 -31,86211,0.03,0.01,4251049178,2064,Yes,High School or below,Female,Yes,Single,98,\N,1,3,52,Others,428,ME,225,82,No,No,0.43,6501,928,0,2015,1 -31,86211,0.03,0.01,4251049178,2064,Yes,High School or below,Female,Yes,Single,98,\N,1,3,52,Others,428,ME,225,82,No,No,0.43,2957,739,0,2015,2 -47,84240,0.05,0.03,4251016936,2065,Yes,High School or below,Male,Yes,Married,105,\N,0,0,92,Non-technology Related Job,289,OK,228,192,No,Yes,0.64,7265,660,0,2015,1 -47,84240,0.05,0.03,4251016936,2065,Yes,High School or below,Male,Yes,Married,105,\N,0,0,92,Non-technology Related Job,289,OK,228,192,No,Yes,0.64,1994,398,0,2015,2 -47,84240,0.05,0.03,4251016936,2065,Yes,High School or below,Male,Yes,Married,105,\N,0,0,92,Non-technology Related Job,289,OK,228,192,No,Yes,0.64,1076,1076,0,2015,3 -78,195140,0.03,0.03,4251036091,2066,Yes,High School or below,Female,No,Married,43,\N,1,6,11,Others,461,PA,425,207,No,No,0.1,1432,716,0,2015,1 -78,195140,0.03,0.03,4251036091,2066,Yes,High School or below,Female,No,Married,43,\N,1,6,11,Others,461,PA,425,207,No,No,0.1,21,21,0,2015,2 -25,193169,0.05,0.01,4251083162,2067,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,3,4,51,Non-technology Related Job,321,CA,429,67,No,No,0.31,4150,830,0,2015,1 -25,193169,0.05,0.01,4251083162,2067,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,3,4,51,Non-technology Related Job,321,CA,429,67,No,No,0.31,1091,545,0,2015,2 -56,54070,0.03,0.01,4251042992,2068,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,1,69,Others,493,CO,126,82,No,No,0.77,2174,543,0,2015,1 -56,54070,0.03,0.01,4251042992,2068,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,1,69,Others,493,CO,126,82,No,No,0.77,5053,842,0,2015,2 -72,52099,0.05,0.03,4251025705,2069,Yes,Master or equivalent,Male,No,Single,116,\N,3,7,10,Non-technology Related Job,354,MN,129,192,No,No,0.98,3975,795,0,2015,1 -72,52099,0.05,0.03,4251025705,2069,Yes,Master or equivalent,Male,No,Single,116,\N,3,7,10,Non-technology Related Job,354,MN,129,192,No,No,0.98,3819,954,0,2015,2 -34,162999,0.03,0.03,4251024550,2070,Yes,PhD or equivalent,Female,Yes,Single,54,\N,0,4,28,Others,26,MO,326,207,No,No,0.43,1396,465,0,2015,1 -34,162999,0.03,0.03,4251024550,2070,Yes,PhD or equivalent,Female,Yes,Single,54,\N,0,4,28,Others,26,MO,326,207,No,No,0.43,4915,614,0,2015,2 -50,161028,0.06,0.01,4251095438,2071,Yes,High School or below,Male,Yes,Married,61,\N,3,2,69,Non-technology Related Job,386,TN,329,67,No,No,0.64,5242,873,0,2015,1 -50,161028,0.06,0.01,4251095438,2071,Yes,High School or below,Male,Yes,Married,61,\N,3,2,69,Non-technology Related Job,386,TN,329,67,No,No,0.64,4967,993,0,2015,2 -12,21928,0.04,0.01,4251096851,2072,Yes,High School or below,Female,Yes,Married,119,\N,0,7,87,Others,59,UT,26,82,No,No,0.1,5406,675,0,2015,1 -12,21928,0.04,0.01,4251096851,2072,Yes,High School or below,Female,Yes,Married,119,\N,0,7,87,Others,59,UT,26,82,No,No,0.1,2977,595,0,2015,2 -28,19957,0.06,0.03,4251087270,2073,Yes,High School or below,Female,Yes,Single,7,\N,3,5,28,Non-technology Related Job,419,HI,30,192,No,No,0.31,1704,568,0,2015,1 -28,19957,0.06,0.03,4251087270,2073,Yes,High School or below,Female,Yes,Single,7,\N,3,5,28,Non-technology Related Job,419,HI,30,192,No,No,0.31,4526,754,0,2015,2 -59,130858,0.04,0.03,4251066298,2074,Yes,High School or below,Male,No,Married,65,\N,0,2,46,Others,91,ID,227,207,No,No,0.77,5275,879,0,2015,1 -59,130858,0.04,0.03,4251066298,2074,Yes,High School or below,Male,No,Married,65,\N,0,2,46,Others,91,ID,227,207,No,No,0.77,4603,767,0,2015,2 -74,128887,0.06,0.01,4251044884,2075,Yes,Bachelor or equivalent,Male,No,Single,72,\N,2,0,87,Non-technology Related Job,451,NH,230,67,No,No,0.98,6749,843,0,2015,1 -74,128887,0.06,0.01,4251044884,2075,Yes,Bachelor or equivalent,Male,No,Single,72,\N,2,0,87,Non-technology Related Job,451,NH,230,67,No,No,0.98,4120,824,0,2015,2 -37,239787,0.04,0.01,4251048900,2076,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,0,5,5,Others,124,NM,427,82,No,No,0.44,3495,873,0,2015,1 -37,239787,0.04,0.01,4251048900,2076,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,0,5,5,Others,124,NM,427,82,No,No,0.44,3537,505,0,2015,2 -53,237816,0.06,0.03,4251089830,2077,Yes,Master or equivalent,Male,Yes,Married,18,\N,2,3,46,Non-technology Related Job,484,WV,430,192,No,No,0.65,4028,805,0,2015,1 -53,237816,0.06,0.03,4251089830,2077,Yes,Master or equivalent,Male,Yes,Married,18,\N,2,3,46,Non-technology Related Job,484,WV,430,192,No,No,0.65,4855,606,0,2015,2 -53,237816,0.06,0.03,4251089830,2077,Yes,Master or equivalent,Male,Yes,Married,18,\N,2,3,46,Non-technology Related Job,484,WV,430,192,No,No,0.65,58,58,0,2015,3 -15,98716,0.04,0.03,4251043814,2078,Yes,Master or equivalent,Female,Yes,Married,75,\N,3,1,64,Others,156,WY,127,207,No,No,0.1,6490,1081,0,2015,1 -15,98716,0.04,0.03,4251043814,2078,Yes,Master or equivalent,Female,Yes,Married,75,\N,3,1,64,Others,156,WY,127,207,No,No,0.1,2059,686,0,2015,2 -31,96745,0.07,0.01,4251025758,2079,Yes,High School or below,Female,Yes,Married,83,\N,2,6,5,Non-technology Related Job,16,KY,131,67,No,No,0.31,1849,462,1,2015,1 -31,96745,0.07,0.01,4251025758,2079,Yes,High School or below,Female,Yes,Married,83,\N,2,6,5,Non-technology Related Job,16,KY,131,67,No,No,0.31,5073,724,1,2015,2 -61,207646,0.05,0.01,4251008651,2080,Yes,High School or below,Male,No,Married,21,\N,3,4,23,Others,189,ME,328,82,No,Yes,0.77,2703,675,1,2015,1 -61,207646,0.05,0.01,4251008651,2080,Yes,High School or below,Male,No,Married,21,\N,3,4,23,Others,189,ME,328,82,No,Yes,0.77,2019,673,1,2015,2 -77,205675,0.07,0.03,4251054531,2081,Yes,High School or below,Male,Yes,Single,28,\N,2,1,64,Non-technology Related Job,49,OH,331,192,No,No,0.98,192,192,0,2015,1 -77,205675,0.07,0.03,4251054531,2081,Yes,High School or below,Male,Yes,Single,28,\N,2,1,64,Non-technology Related Job,49,OH,331,192,No,No,0.98,6859,685,0,2015,2 -40,66575,0.05,0.03,4251027120,2082,Yes,High School or below,Female,Yes,Single,86,\N,3,7,82,Others,221,OR,28,207,No,No,0.44,1012,202,0,2015,1 -40,66575,0.05,0.03,4251027120,2082,Yes,High School or below,Female,Yes,Single,86,\N,3,7,82,Others,221,OR,28,207,No,No,0.44,2391,597,0,2015,2 -55,64604,0.07,0.01,4251033944,2083,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,1,4,22,Non-technology Related Job,82,AR,31,67,Yes,No,0.65,1388,462,0,2015,1 -55,64604,0.07,0.01,4251033944,2083,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,1,4,22,Non-technology Related Job,82,AR,31,67,Yes,No,0.65,4603,767,0,2015,2 -18,175504,0.05,0.01,4251062498,2084,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,2,2,41,Others,254,CO,228,82,No,No,0.1,2609,652,1,2015,1 -18,175504,0.05,0.01,4251062498,2084,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,2,2,41,Others,254,CO,228,82,No,No,0.1,1503,501,1,2015,2 -34,173533,0.07,0.03,4251071246,2085,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,1,7,81,Non-technology Related Job,114,MN,232,192,No,No,0.31,6279,897,0,2015,1 -34,173533,0.07,0.03,4251071246,2085,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,1,7,81,Non-technology Related Job,114,MN,232,192,No,No,0.31,5628,625,0,2015,2 -64,34434,0.06,0.03,4251052811,2086,Yes,Master or equivalent,Male,Yes,Married,97,\N,2,5,0,Others,286,MO,428,207,No,No,0.77,2895,723,1,2015,1 -64,34434,0.06,0.03,4251052811,2086,Yes,Master or equivalent,Male,Yes,Married,97,\N,2,5,0,Others,286,MO,428,207,No,No,0.77,2992,598,1,2015,2 -12,32463,0,0.01,4251064141,2087,Yes,High School or below,Male,Yes,Single,104,\N,1,2,40,Non-technology Related Job,147,SD,432,67,No,Yes,0.98,3693,923,0,2015,1 -12,32463,0,0.01,4251064141,2087,Yes,High School or below,Male,Yes,Single,104,\N,1,2,40,Non-technology Related Job,147,SD,432,67,No,Yes,0.98,336,336,0,2015,2 -42,143363,0.06,0.01,4251018743,2088,Yes,High School or below,Female,No,Single,42,\N,2,0,59,Others,319,TX,129,82,No,No,0.44,5574,929,0,2015,1 -42,143363,0.06,0.01,4251018743,2088,Yes,High School or below,Female,No,Single,42,\N,2,0,59,Others,319,TX,129,82,No,No,0.44,5655,565,0,2015,2 -58,141392,0,0.03,4251068761,2089,No,High School or below,Male,No,Single,50,\N,0,5,99,Non-technology Related Job,179,GA,132,192,No,No,0.65,2152,717,0,2015,1 -58,141392,0,0.03,4251068761,2089,No,High School or below,Male,No,Single,50,\N,0,5,99,Non-technology Related Job,179,GA,132,192,No,No,0.65,4837,967,0,2015,2 -58,141392,0,0.03,4251068761,2089,No,High School or below,Male,No,Single,50,\N,0,5,99,Non-technology Related Job,179,GA,132,192,No,No,0.65,416,416,0,2015,3 -21,2293,0.06,0.03,4251021067,2090,Yes,High School or below,Female,Yes,Single,108,\N,2,3,18,Others,352,ID,329,207,No,No,0.1,4372,874,0,2015,1 -21,2293,0.06,0.03,4251021067,2090,Yes,High School or below,Female,Yes,Single,108,\N,2,3,18,Others,352,ID,329,207,No,No,0.1,4315,719,0,2015,2 -37,322,0,0.01,4251045871,2091,Yes,Bachelor or equivalent,Female,Yes,Married,115,\N,0,0,58,Non-technology Related Job,212,NH,332,67,No,No,0.32,5215,745,0,2015,1 -37,322,0,0.01,4251045871,2091,Yes,Bachelor or equivalent,Female,Yes,Married,115,\N,0,0,58,Non-technology Related Job,212,NH,332,67,No,No,0.32,1226,408,0,2015,2 -37,322,0,0.01,4251045871,2091,Yes,Bachelor or equivalent,Female,Yes,Married,115,\N,0,0,58,Non-technology Related Job,212,NH,332,67,No,No,0.32,1831,915,0,2015,3 -67,111222,0.06,0.01,4251058090,2092,Yes,Bachelor or equivalent,Male,Yes,Married,53,\N,1,6,77,Others,384,NM,29,82,No,No,0.77,2665,533,0,2015,1 -67,111222,0.06,0.01,4251058090,2092,Yes,Bachelor or equivalent,Male,Yes,Married,53,\N,1,6,77,Others,384,NM,29,82,No,No,0.77,2971,990,0,2015,2 -15,109251,0,0.03,4251022703,2093,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,0,3,17,Non-technology Related Job,244,WA,33,192,No,No,0.98,5050,1010,0,2015,1 -15,109251,0,0.03,4251022703,2093,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,0,3,17,Non-technology Related Job,244,WA,33,192,No,No,0.98,1250,312,0,2015,2 -45,220151,0.07,0.03,4251087953,2094,Yes,Master or equivalent,Male,No,Married,119,\N,1,1,36,Others,417,WI,230,207,No,No,0.44,7279,727,0,2015,1 -45,220151,0.07,0.03,4251087953,2094,Yes,Master or equivalent,Male,No,Married,119,\N,1,1,36,Others,417,WI,230,207,No,No,0.44,5768,1153,0,2015,2 -45,220151,0.07,0.03,4251087953,2094,Yes,Master or equivalent,Male,No,Married,119,\N,1,1,36,Others,417,WI,230,207,No,No,0.44,1890,945,0,2015,3 -61,218180,0.01,0.01,4251064004,2095,Yes,PhD or equivalent,Male,Yes,Single,6,\N,0,6,76,Non-technology Related Job,277,KS,233,67,No,No,0.65,4668,933,0,2015,1 -61,218180,0.01,0.01,4251064004,2095,Yes,PhD or equivalent,Male,Yes,Single,6,\N,0,6,76,Non-technology Related Job,277,KS,233,67,No,No,0.65,1647,823,0,2015,2 -23,79081,0.07,0.01,4251016497,2096,Yes,High School or below,Female,Yes,Single,64,\N,1,4,95,Others,449,LA,430,82,No,No,0.11,5743,820,0,2015,1 -23,79081,0.07,0.01,4251016497,2096,Yes,High School or below,Female,Yes,Single,64,\N,1,4,95,Others,449,LA,430,82,No,No,0.11,5543,1108,0,2015,2 -39,77110,0.01,0.03,4251054109,2097,Yes,High School or below,Female,Yes,Married,71,\N,3,2,35,Non-technology Related Job,309,OH,433,192,No,No,0.32,3775,629,0,2015,1 -39,77110,0.01,0.03,4251054109,2097,Yes,High School or below,Female,Yes,Married,71,\N,3,2,35,Non-technology Related Job,309,OH,433,192,No,No,0.32,2495,623,0,2015,2 -70,188010,0.07,0.03,4251065820,2098,Yes,High School or below,Male,Yes,Married,9,\N,1,7,53,Others,482,OR,130,207,No,No,0.77,2269,567,0,2015,1 -70,188010,0.07,0.03,4251065820,2098,Yes,High School or below,Male,Yes,Married,9,\N,1,7,53,Others,482,OR,130,207,No,No,0.77,1599,399,0,2015,2 -18,186039,0.01,0.01,4251073081,2099,Yes,High School or below,Female,Yes,Married,17,\N,3,5,94,Non-technology Related Job,342,AZ,134,67,No,No,0.98,5218,869,0,2015,1 -18,186039,0.01,0.01,4251073081,2099,Yes,High School or below,Female,Yes,Married,17,\N,3,5,94,Non-technology Related Job,342,AZ,134,67,No,No,0.98,3790,758,0,2015,2 -48,46939,0.07,0.01,4251060452,2100,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,0,2,12,Others,14,CA,331,82,No,No,0.44,1720,344,0,2015,1 -48,46939,0.07,0.01,4251060452,2100,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,0,2,12,Others,14,CA,331,82,No,No,0.44,695,695,0,2015,2 -64,44968,0.01,0.03,4251024485,2101,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,3,0,53,Non-technology Related Job,375,MI,334,192,No,No,0.65,3096,1032,0,2015,1 -64,44968,0.01,0.03,4251024485,2101,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,3,0,53,Non-technology Related Job,375,MI,334,192,No,No,0.65,3891,972,0,2015,2 -26,155869,0,0.03,4251093921,2102,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,0,5,71,Others,47,MS,31,207,No,Yes,0.11,1606,401,0,2015,1 -26,155869,0,0.03,4251093921,2102,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,0,5,71,Others,47,MS,31,207,No,Yes,0.11,4093,511,0,2015,2 -42,153898,0.02,0.01,4251049555,2103,Yes,Master or equivalent,Female,No,Married,28,\N,3,3,12,Non-technology Related Job,407,SD,34,67,No,No,0.32,2405,481,0,2015,1 -42,153898,0.02,0.01,4251049555,2103,Yes,Master or equivalent,Female,No,Married,28,\N,3,3,12,Non-technology Related Job,407,SD,34,67,No,No,0.32,2572,1286,0,2015,2 -73,14798,0,0.01,4251096966,2104,Yes,PhD or equivalent,Male,Yes,Single,85,\N,0,0,30,Others,79,TX,231,82,No,No,0.77,2602,867,0,2015,1 -73,14798,0,0.01,4251096966,2104,Yes,PhD or equivalent,Male,Yes,Single,85,\N,0,0,30,Others,79,TX,231,82,No,No,0.77,4087,817,0,2015,2 -20,12827,0.02,0.03,4251032184,2105,Yes,High School or below,Female,Yes,Married,93,\N,2,6,71,Non-technology Related Job,440,FL,235,192,Yes,No,0.99,3954,988,0,2015,1 -20,12827,0.02,0.03,4251032184,2105,Yes,High School or below,Female,Yes,Married,93,\N,2,6,71,Non-technology Related Job,440,FL,235,192,Yes,No,0.99,5310,1062,0,2015,2 -51,123728,0,0.03,4251028505,2106,Yes,High School or below,Male,Yes,Married,31,\N,3,3,89,Others,112,HI,432,207,No,No,0.44,2037,509,0,2015,1 -51,123728,0,0.03,4251028505,2106,Yes,High School or below,Male,Yes,Married,31,\N,3,3,89,Others,112,HI,432,207,No,No,0.44,2115,528,0,2015,2 -67,121756,0.02,0.01,4251023495,2107,Yes,High School or below,Male,Yes,Single,38,\N,2,1,30,Non-technology Related Job,472,NV,435,67,No,No,0.65,3700,616,0,2015,1 -67,121756,0.02,0.01,4251023495,2107,Yes,High School or below,Male,Yes,Single,38,\N,2,1,30,Non-technology Related Job,472,NV,435,67,No,No,0.65,5691,711,0,2015,2 -67,121756,0.02,0.01,4251023495,2107,Yes,High School or below,Male,Yes,Single,38,\N,2,1,30,Non-technology Related Job,472,NV,435,67,No,No,0.65,1412,1412,0,2015,3 -29,232657,0,0.01,4251028730,2108,Yes,High School or below,Female,No,Single,96,\N,3,7,48,Others,145,NJ,132,82,No,No,0.11,2031,507,0,2015,1 -29,232657,0,0.01,4251028730,2108,Yes,High School or below,Female,No,Single,96,\N,3,7,48,Others,145,NJ,132,82,No,No,0.11,1964,982,0,2015,2 -45,230686,0.02,0.03,4251046489,2109,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,2,4,89,Non-technology Related Job,5,WA,135,192,No,Yes,0.32,6722,672,0,2015,1 -45,230686,0.02,0.03,4251046489,2109,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,2,4,89,Non-technology Related Job,5,WA,135,192,No,Yes,0.32,2308,577,0,2015,2 -75,91586,0.01,0.03,4251082904,2110,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,3,2,7,Others,177,WI,332,207,No,No,0.78,5050,561,0,2015,1 -75,91586,0.01,0.03,4251082904,2110,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,3,2,7,Others,177,WI,332,207,No,No,0.78,6888,861,0,2015,2 -23,89615,0.03,0.01,4251091508,2111,Yes,Master or equivalent,Female,Yes,Married,49,\N,1,7,47,Others,37,KS,335,67,No,No,0.99,5129,641,0,2015,1 -23,89615,0.03,0.01,4251091508,2111,Yes,Master or equivalent,Female,Yes,Married,49,\N,1,7,47,Others,37,KS,335,67,No,No,0.99,3414,569,0,2015,2 -54,200516,0.01,0.01,4251053567,2112,Yes,Master or equivalent,Male,Yes,Married,107,\N,3,5,66,Others,210,KY,32,82,No,No,0.44,8058,1007,0,2015,1 -54,200516,0.01,0.01,4251053567,2112,Yes,Master or equivalent,Male,Yes,Married,107,\N,3,5,66,Others,210,KY,32,82,No,No,0.44,4859,607,0,2015,2 -69,198545,0.03,0.03,4251095065,2113,Yes,High School or below,Male,Yes,Single,114,\N,1,2,6,Others,70,ND,36,192,No,No,0.65,8719,968,0,2015,1 -69,198545,0.03,0.03,4251095065,2113,Yes,High School or below,Male,Yes,Single,114,\N,1,2,6,Others,70,ND,36,192,No,No,0.65,3320,664,0,2015,2 -32,59445,0.01,0.03,4251092341,2114,Yes,High School or below,Female,Yes,Married,52,\N,2,0,25,Others,242,OK,233,207,No,No,0.11,5243,655,0,2015,1 -32,59445,0.01,0.03,4251092341,2114,Yes,High School or below,Female,Yes,Married,52,\N,2,0,25,Others,242,OK,233,207,No,No,0.11,6719,839,0,2015,2 -48,57474,0.03,0.01,4251074949,2115,Yes,High School or below,Female,Yes,Single,60,\N,1,5,65,Others,102,AZ,236,67,No,No,0.32,4001,800,0,2015,1 -48,57474,0.03,0.01,4251074949,2115,Yes,High School or below,Female,Yes,Single,60,\N,1,5,65,Others,102,AZ,236,67,No,No,0.32,2321,580,0,2015,2 -78,168374,0.01,0.01,4251097543,2116,Yes,High School or below,Male,Yes,Single,118,\N,2,3,84,Others,275,CA,433,82,No,No,0.78,7418,927,0,2015,1 -78,168374,0.01,0.01,4251097543,2116,Yes,High School or below,Male,Yes,Single,118,\N,2,3,84,Others,275,CA,433,82,No,No,0.78,5109,638,0,2015,2 -26,166403,0.03,0.03,4251039595,2117,Yes,Bachelor or equivalent,Female,No,Married,5,\N,1,0,24,Others,135,MI,436,192,No,No,0.99,3537,1179,0,2015,1 -26,166403,0.03,0.03,4251039595,2117,Yes,Bachelor or equivalent,Female,No,Married,5,\N,1,0,24,Others,135,MI,436,192,No,No,0.99,1249,312,0,2015,2 -56,27304,0.02,0.03,4251019909,2118,Yes,Bachelor or equivalent,Male,Yes,Married,63,\N,2,6,43,Others,307,MN,133,207,No,No,0.44,3636,606,0,2015,1 -56,27304,0.02,0.03,4251019909,2118,Yes,Bachelor or equivalent,Male,Yes,Married,63,\N,2,6,43,Others,307,MN,133,207,No,No,0.44,3040,608,0,2015,2 -72,25333,0.04,0.01,4251021143,2119,Yes,Master or equivalent,Male,Yes,Married,71,\N,0,3,83,Others,168,SC,137,67,No,No,0.65,2867,955,0,2015,1 -72,25333,0.04,0.01,4251021143,2119,Yes,Master or equivalent,Male,Yes,Married,71,\N,0,3,83,Others,168,SC,137,67,No,No,0.65,5754,719,0,2015,2 -35,136233,0.02,0.01,4251042527,2120,Yes,Master or equivalent,Female,Yes,Married,9,\N,2,1,2,Others,340,TN,334,82,No,No,0.11,2558,639,0,2015,1 -35,136233,0.02,0.01,4251042527,2120,Yes,Master or equivalent,Female,Yes,Married,9,\N,2,1,2,Others,340,TN,334,82,No,No,0.11,984,328,0,2015,2 -51,134262,0.04,0.03,4251074020,2121,Yes,High School or below,Female,Yes,Single,16,\N,0,6,42,Others,200,FL,337,192,No,No,0.32,7647,849,0,2015,1 -51,134262,0.04,0.03,4251074020,2121,Yes,High School or below,Female,Yes,Single,16,\N,0,6,42,Others,200,FL,337,192,No,No,0.32,2439,813,0,2015,2 -13,245162,0.02,0.03,4251048884,2122,Yes,High School or below,Male,No,Single,74,\N,1,4,61,Others,373,HI,34,207,Yes,No,0.78,2898,724,0,2015,1 -13,245162,0.02,0.03,4251048884,2122,Yes,High School or below,Male,No,Single,74,\N,1,4,61,Others,373,HI,34,207,Yes,No,0.78,2047,682,0,2015,2 -13,245162,0.02,0.03,4251048884,2122,Yes,High School or below,Male,No,Single,74,\N,1,4,61,Others,373,HI,34,207,Yes,No,0.78,790,790,0,2015,3 -29,243191,0.04,0.01,4251057471,2123,Yes,High School or below,Female,No,Married,81,\N,0,1,1,Others,233,NV,37,67,No,No,0.99,1643,328,0,2015,1 -29,243191,0.04,0.01,4251057471,2123,Yes,High School or below,Female,No,Married,81,\N,0,1,1,Others,233,NV,37,67,No,No,0.99,358,358,0,2015,2 -59,104092,0.02,0.01,4251087538,2124,Yes,High School or below,Male,Yes,Single,19,\N,1,7,20,Others,405,NH,234,82,No,Yes,0.45,2776,555,0,2015,1 -59,104092,0.02,0.01,4251087538,2124,Yes,High School or below,Male,Yes,Single,19,\N,1,7,20,Others,405,NH,234,82,No,Yes,0.45,6525,932,0,2015,2 -59,104092,0.02,0.01,4251087538,2124,Yes,High School or below,Male,Yes,Single,19,\N,1,7,20,Others,405,NH,234,82,No,Yes,0.45,162,162,0,2015,3 -75,102121,0.04,0.03,4251056475,2125,Yes,Bachelor or equivalent,Male,Yes,Married,27,\N,3,5,60,Others,265,VA,238,192,No,No,0.66,3308,551,0,2015,1 -75,102121,0.04,0.03,4251056475,2125,Yes,Bachelor or equivalent,Male,Yes,Married,27,\N,3,5,60,Others,265,VA,238,192,No,No,0.66,2839,709,0,2015,2 -37,213021,0.03,0.03,4251052968,2126,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,1,2,78,Others,438,WV,435,207,No,No,0.11,2992,427,0,2015,1 -37,213021,0.03,0.03,4251052968,2126,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,1,2,78,Others,438,WV,435,207,No,No,0.11,5437,679,0,2015,2 -53,211050,0.05,0.01,4251058166,2127,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,3,0,19,Others,298,IA,438,67,No,No,0.32,3552,1184,0,2015,1 -53,211050,0.05,0.01,4251058166,2127,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,3,0,19,Others,298,IA,438,67,No,No,0.32,1220,406,0,2015,2 -16,71951,0.03,0.01,4251089845,2128,Yes,Master or equivalent,Female,Yes,Single,30,\N,0,5,37,Others,470,KY,135,82,No,No,0.78,2856,571,0,2015,1 -16,71951,0.03,0.01,4251089845,2128,Yes,Master or equivalent,Female,Yes,Single,30,\N,0,5,37,Others,470,KY,135,82,No,No,0.78,3442,1147,0,2015,2 -16,71951,0.03,0.01,4251089845,2128,Yes,Master or equivalent,Female,Yes,Single,30,\N,0,5,37,Others,470,KY,135,82,No,No,0.78,1012,1012,0,2015,3 -32,69980,0.05,0.03,4251009266,2129,Yes,High School or below,Female,Yes,Single,38,\N,3,3,78,Others,330,ND,138,192,No,No,0.99,6971,633,0,2015,1 -32,69980,0.05,0.03,4251009266,2129,Yes,High School or below,Female,Yes,Single,38,\N,3,3,78,Others,330,ND,138,192,No,No,0.99,2649,529,0,2015,2 -62,180880,0.03,0.03,4251040441,2130,Yes,High School or below,Male,Yes,Single,95,\N,0,0,96,Others,3,OH,335,207,No,No,0.45,2749,687,1,2015,1 -62,180880,0.03,0.03,4251040441,2130,Yes,High School or below,Male,Yes,Single,95,\N,0,0,96,Others,3,OH,335,207,No,No,0.45,1327,1327,1,2015,2 -78,178909,0.05,0,4251085365,2131,Yes,High School or below,Male,No,Married,103,\N,3,6,37,Others,363,AK,339,66,No,Yes,0.66,1830,915,0,2015,1 -78,178909,0.05,0,4251085365,2131,Yes,High School or below,Male,No,Married,103,\N,3,6,37,Others,363,AK,339,66,No,Yes,0.66,4864,694,0,2015,2 -78,178909,0.05,0,4251085365,2131,Yes,High School or below,Male,No,Married,103,\N,3,6,37,Others,363,AK,339,66,No,Yes,0.66,850,850,0,2015,3 -40,39809,0.03,0.01,4251037129,2132,Yes,High School or below,Female,Yes,Married,41,\N,0,3,55,Others,35,AR,35,81,No,No,0.11,2567,855,0,2015,1 -40,39809,0.03,0.01,4251037129,2132,Yes,High School or below,Female,Yes,Married,41,\N,0,3,55,Others,35,AR,35,81,No,No,0.11,4324,864,0,2015,2 -56,37838,0.05,0.02,4251069328,2133,Yes,High School or below,Male,Yes,Single,48,\N,2,1,96,Others,395,MA,39,191,No,No,0.32,1347,1347,0,2015,1 -56,37838,0.05,0.02,4251069328,2133,Yes,High School or below,Male,Yes,Single,48,\N,2,1,96,Others,395,MA,39,191,No,No,0.32,1425,712,0,2015,2 -19,148739,0.04,0.03,4251048481,2134,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,0,6,14,Others,68,MN,236,206,No,No,0.78,5259,657,0,2015,1 -19,148739,0.04,0.03,4251048481,2134,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,0,6,14,Others,68,MN,236,206,No,No,0.78,6078,868,0,2015,2 -34,146768,0.06,0,4251023702,2135,No,Bachelor or equivalent,Female,Yes,Single,114,\N,2,4,55,Others,428,SC,239,66,No,No,0.99,4343,482,0,2015,1 -34,146768,0.06,0,4251023702,2135,No,Bachelor or equivalent,Female,Yes,Single,114,\N,2,4,55,Others,428,SC,239,66,No,No,0.99,803,401,0,2015,2 -34,146768,0.06,0,4251023702,2135,No,Bachelor or equivalent,Female,Yes,Single,114,\N,2,4,55,Others,428,SC,239,66,No,No,0.99,1371,1371,0,2015,3 -65,7668,0.04,0.01,4251059418,2136,Yes,Bachelor or equivalent,Male,No,Single,52,\N,3,2,73,Others,100,SD,436,81,No,No,0.45,2489,829,0,2015,1 -65,7668,0.04,0.01,4251059418,2136,Yes,Bachelor or equivalent,Male,No,Single,52,\N,3,2,73,Others,100,SD,436,81,No,No,0.45,5204,650,0,2015,2 -13,5697,0.06,0.02,4251090434,2137,Yes,PhD or equivalent,Male,No,Married,59,\N,2,7,14,Others,461,DE,439,191,No,No,0.66,4564,760,0,2015,1 -13,5697,0.06,0.02,4251090434,2137,Yes,PhD or equivalent,Male,No,Married,59,\N,2,7,14,Others,461,DE,439,191,No,No,0.66,3626,725,0,2015,2 -43,116597,0.04,0.03,4251066280,2138,Yes,High School or below,Female,Yes,Married,117,\N,3,5,32,Others,133,GA,136,206,No,No,0.11,4953,707,0,2015,1 -43,116597,0.04,0.03,4251066280,2138,Yes,High School or below,Female,Yes,Married,117,\N,3,5,32,Others,133,GA,136,206,No,No,0.11,2003,667,0,2015,2 -59,114626,0.06,0,4251067456,2139,Yes,High School or below,Male,Yes,Single,4,\N,2,2,72,Others,493,NE,140,66,No,No,0.33,2703,540,0,2015,1 -59,114626,0.06,0,4251067456,2139,Yes,High School or below,Male,Yes,Single,4,\N,2,2,72,Others,493,NE,140,66,No,No,0.33,4999,714,0,2015,2 -21,225527,0.04,0.01,4251063306,2140,Yes,High School or below,Female,Yes,Married,62,\N,3,0,91,Others,166,NH,337,81,No,No,0.78,3337,667,1,2015,1 -21,225527,0.04,0.01,4251063306,2140,Yes,High School or below,Female,Yes,Married,62,\N,3,0,91,Others,166,NH,337,81,No,No,0.78,4948,989,1,2015,2 -37,223556,0.06,0.02,4251064649,2141,Yes,High School or below,Female,Yes,Single,70,\N,1,5,31,Others,26,VA,340,191,No,No,0.99,2620,524,0,2015,1 -37,223556,0.06,0.02,4251064649,2141,Yes,High School or below,Female,Yes,Single,70,\N,1,5,31,Others,26,VA,340,191,No,No,0.99,4874,609,0,2015,2 -37,223556,0.06,0.02,4251064649,2141,Yes,High School or below,Female,Yes,Single,70,\N,1,5,31,Others,26,VA,340,191,No,No,0.99,823,823,0,2015,3 -68,84456,0.05,0.03,4251058485,2142,Yes,High School or below,Male,No,Single,8,\N,3,3,50,Others,198,WA,37,206,No,No,0.45,6022,1003,0,2015,1 -68,84456,0.05,0.03,4251058485,2142,Yes,High School or below,Male,No,Single,8,\N,3,3,50,Others,198,WA,37,206,No,No,0.45,4007,667,0,2015,2 -15,82485,0.07,0,4251093896,2143,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,1,0,90,Others,58,IN,40,66,No,No,0.66,3500,583,0,2015,1 -15,82485,0.07,0,4251093896,2143,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,1,0,90,Others,58,IN,40,66,No,No,0.66,1071,267,0,2015,2 -46,193386,0.05,0.01,4251066451,2144,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,2,6,9,Others,231,KS,237,81,No,No,0.12,4504,1126,0,2015,1 -46,193386,0.05,0.01,4251066451,2144,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,2,6,9,Others,231,KS,237,81,No,No,0.12,1934,483,0,2015,2 -46,193386,0.05,0.01,4251066451,2144,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,2,6,9,Others,231,KS,237,81,No,No,0.12,1388,1388,0,2015,3 -62,191414,0.07,0.02,4251049645,2145,Yes,Master or equivalent,Male,No,Married,81,\N,1,3,49,Others,91,NC,241,191,No,No,0.33,2287,762,0,2015,1 -62,191414,0.07,0.02,4251049645,2145,Yes,Master or equivalent,Male,No,Married,81,\N,1,3,49,Others,91,NC,241,191,No,No,0.33,3674,612,0,2015,2 -24,52315,0.05,0.03,4251052478,2146,Yes,PhD or equivalent,Female,Yes,Married,19,\N,2,1,68,Others,263,OH,438,206,No,Yes,0.78,2621,873,0,2015,1 -24,52315,0.05,0.03,4251052478,2146,Yes,PhD or equivalent,Female,Yes,Married,19,\N,2,1,68,Others,263,OH,438,206,No,Yes,0.78,3780,945,0,2015,2 -40,50344,0.07,0,4251060324,2147,Yes,High School or below,Female,Yes,Single,26,\N,0,6,8,Others,123,AK,441,66,Yes,No,0.99,3227,537,0,2015,1 -40,50344,0.07,0,4251060324,2147,Yes,High School or below,Female,Yes,Single,26,\N,0,6,8,Others,123,AK,441,66,Yes,No,0.99,4647,774,0,2015,2 -40,50344,0.07,0,4251060324,2147,Yes,High School or below,Female,Yes,Single,26,\N,0,6,8,Others,123,AK,441,66,Yes,No,0.99,1113,1113,0,2015,3 -70,161244,0.05,0.01,4251073655,2148,Yes,High School or below,Male,Yes,Single,84,\N,2,4,27,Others,296,AZ,138,81,No,No,0.45,3815,635,0,2015,1 -70,161244,0.05,0.01,4251073655,2148,Yes,High School or below,Male,Yes,Single,84,\N,2,4,27,Others,296,AZ,138,81,No,No,0.45,1671,557,0,2015,2 -18,159273,0.07,0.02,4251046755,2149,Yes,High School or below,Male,Yes,Married,91,\N,0,1,67,Others,156,MD,141,191,No,No,0.66,5824,728,0,2015,1 -18,159273,0.07,0.02,4251046755,2149,Yes,High School or below,Male,Yes,Married,91,\N,0,1,67,Others,156,MD,141,191,No,No,0.66,1368,1368,0,2015,2 -18,159273,0.07,0.02,4251046755,2149,Yes,High School or below,Male,Yes,Married,91,\N,0,1,67,Others,156,MD,141,191,No,No,0.66,726,726,0,2015,3 -49,20174,0.06,0.03,4251073517,2150,Yes,High School or below,Female,No,Single,29,\N,1,7,86,Others,328,MI,338,206,No,No,0.12,6237,623,0,2015,1 -49,20174,0.06,0.03,4251073517,2150,Yes,High School or below,Female,No,Single,29,\N,1,7,86,Others,328,MI,338,206,No,No,0.12,2650,883,0,2015,2 -65,18203,0,0,4251060104,2151,Yes,Bachelor or equivalent,Male,No,Married,37,\N,0,4,26,Others,188,RI,342,66,No,No,0.33,4839,691,0,2015,1 -65,18203,0,0,4251060104,2151,Yes,Bachelor or equivalent,Male,No,Married,37,\N,0,4,26,Others,188,RI,342,66,No,No,0.33,2402,800,0,2015,2 -27,129103,0.06,0.01,4251065698,2152,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,1,2,45,Others,361,SD,39,81,No,No,0.78,5032,629,0,2015,1 -27,129103,0.06,0.01,4251065698,2152,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,1,2,45,Others,361,SD,39,81,No,No,0.78,6158,769,0,2015,2 -43,127132,0,0.02,4251072417,2153,Yes,Master or equivalent,Female,Yes,Single,102,\N,0,0,85,Others,221,DE,42,191,No,Yes,0,1196,398,0,2015,1 -43,127132,0,0.02,4251072417,2153,Yes,Master or equivalent,Female,Yes,Single,102,\N,0,0,85,Others,221,DE,42,191,No,Yes,0,4610,768,0,2015,2 -43,127132,0,0.02,4251072417,2153,Yes,Master or equivalent,Female,Yes,Single,102,\N,0,0,85,Others,221,DE,42,191,No,Yes,0,1189,1189,0,2015,3 -73,238032,0.06,0.03,4251097450,2154,Yes,Master or equivalent,Male,Yes,Single,40,\N,1,5,4,Others,393,FL,239,206,No,No,0.45,5734,716,0,2015,1 -73,238032,0.06,0.03,4251097450,2154,Yes,Master or equivalent,Male,Yes,Single,40,\N,1,5,4,Others,393,FL,239,206,No,No,0.45,5398,599,0,2015,2 -21,236061,0,0,4251097048,2155,Yes,High School or below,Female,Yes,Single,48,\N,3,3,44,Others,254,MT,242,66,No,No,0.66,2156,718,0,2015,1 -21,236061,0,0,4251097048,2155,Yes,High School or below,Female,Yes,Single,48,\N,3,3,44,Others,254,MT,242,66,No,No,0.66,2069,1034,0,2015,2 -21,236061,0,0,4251097048,2155,Yes,High School or below,Female,Yes,Single,48,\N,3,3,44,Others,254,MT,242,66,No,No,0.66,222,222,0,2015,3 -51,96962,0.06,0.01,4251071043,2156,Yes,High School or below,Female,No,Single,105,\N,1,0,62,Others,426,NV,439,81,No,No,0.12,1262,631,0,2015,1 -51,96962,0.06,0.01,4251071043,2156,Yes,High School or below,Female,No,Single,105,\N,1,0,62,Others,426,NV,439,81,No,No,0.12,1967,983,0,2015,2 -51,96962,0.06,0.01,4251071043,2156,Yes,High School or below,Female,No,Single,105,\N,1,0,62,Others,426,NV,439,81,No,No,0.12,1311,1311,0,2015,3 -67,94991,0,0.02,4251056141,2157,Yes,High School or below,Male,Yes,Married,113,\N,3,6,3,Others,286,VT,443,191,No,No,0.33,5140,734,0,2015,1 -67,94991,0,0.02,4251056141,2157,Yes,High School or below,Male,Yes,Married,113,\N,3,6,3,Others,286,VT,443,191,No,No,0.33,2036,1018,0,2015,2 -30,205891,0.07,0.03,4251025400,2158,Yes,High School or below,Female,Yes,Married,51,\N,0,3,21,Others,459,WA,139,206,No,No,0.79,4825,804,0,2015,1 -30,205891,0.07,0.03,4251025400,2158,Yes,High School or below,Female,Yes,Married,51,\N,0,3,21,Others,459,WA,139,206,No,No,0.79,8777,975,0,2015,2 -46,203920,0.01,0,4251059883,2159,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,3,1,62,Others,319,IN,143,66,No,No,0,4720,674,0,2015,1 -46,203920,0.01,0,4251059883,2159,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,3,1,62,Others,319,IN,143,66,No,No,0,2313,771,0,2015,2 -46,203920,0.01,0,4251059883,2159,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,3,1,62,Others,319,IN,143,66,No,No,0,846,846,0,2015,3 -76,64820,0.07,0.01,4251074400,2160,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,0,6,80,Technology Related Job,491,KS,340,81,No,No,0.45,5546,924,0,2015,1 -76,64820,0.07,0.01,4251074400,2160,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,0,6,80,Technology Related Job,491,KS,340,81,No,No,0.45,3295,470,0,2015,2 -24,62849,0.01,0.02,4251021857,2161,Yes,Master or equivalent,Female,Yes,Single,4,\N,3,4,21,Others,351,NY,343,191,No,No,0.66,1999,666,0,2015,1 -24,62849,0.01,0.02,4251021857,2161,Yes,Master or equivalent,Female,Yes,Single,4,\N,3,4,21,Others,351,NY,343,191,No,No,0.66,1446,723,0,2015,2 -54,173750,0.07,0.03,4251080298,2162,Yes,Master or equivalent,Male,Yes,Single,62,\N,0,1,39,Technology Related Job,24,ND,40,206,No,No,0.12,1011,337,0,2015,1 -54,173750,0.07,0.03,4251080298,2162,Yes,Master or equivalent,Male,Yes,Single,62,\N,0,1,39,Technology Related Job,24,ND,40,206,No,No,0.12,4152,593,0,2015,2 -54,173750,0.07,0.03,4251080298,2162,Yes,Master or equivalent,Male,Yes,Single,62,\N,0,1,39,Technology Related Job,24,ND,40,206,No,No,0.12,1040,520,0,2015,3 -70,171779,0.01,0,4251048918,2163,Yes,High School or below,Male,Yes,Married,69,\N,2,7,80,Others,384,AL,43,66,No,No,0.33,320,160,0,2015,1 -70,171779,0.01,0,4251048918,2163,Yes,High School or below,Male,Yes,Married,69,\N,2,7,80,Others,384,AL,43,66,No,No,0.33,2690,448,0,2015,2 -32,32679,0.07,0.01,4251029009,2164,Yes,High School or below,Female,No,Married,7,\N,0,5,98,Technology Related Job,56,AZ,240,81,No,No,0.79,920,306,0,2015,1 -32,32679,0.07,0.01,4251029009,2164,Yes,High School or below,Female,No,Married,7,\N,0,5,98,Technology Related Job,56,AZ,240,81,No,No,0.79,4010,802,0,2015,2 -48,30708,0.02,0.02,4251077333,2165,Yes,High School or below,Female,No,Married,14,\N,2,2,39,Others,416,MD,244,191,No,No,0,2811,702,0,2015,1 -48,30708,0.02,0.02,4251077333,2165,Yes,High School or below,Female,No,Married,14,\N,2,2,39,Others,416,MD,244,191,No,No,0,2079,693,0,2015,2 -79,141609,0,0.03,4251045491,2166,Yes,High School or below,Male,Yes,Married,72,\N,3,0,57,Technology Related Job,89,MI,441,206,No,No,0.45,5023,627,0,2015,1 -79,141609,0,0.03,4251045491,2166,Yes,High School or below,Male,Yes,Married,72,\N,3,0,57,Technology Related Job,89,MI,441,206,No,No,0.45,4958,708,0,2015,2 -27,139638,0.02,0,4251071516,2167,Yes,Bachelor or equivalent,Female,Yes,Single,80,\N,2,5,98,Others,449,PA,444,66,No,No,0.67,5060,843,0,2015,1 -27,139638,0.02,0,4251071516,2167,Yes,Bachelor or equivalent,Female,Yes,Single,80,\N,2,5,98,Others,449,PA,444,66,No,No,0.67,2515,503,0,2015,2 -57,538,0,0.01,4251022267,2168,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,3,3,16,Technology Related Job,121,SC,141,81,No,Yes,0.12,5301,662,0,2015,1 -57,538,0,0.01,4251022267,2168,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,3,3,16,Technology Related Job,121,SC,141,81,No,Yes,0.12,2014,1007,0,2015,2 -73,248567,0.02,0.02,4251076855,2169,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,1,0,56,Others,481,CT,144,191,Yes,No,0.33,2551,637,0,2015,1 -73,248567,0.02,0.02,4251076855,2169,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,1,0,56,Others,481,CT,144,191,Yes,No,0.33,3039,607,0,2015,2 -35,109467,0,0.03,4251052546,2170,Yes,Master or equivalent,Female,No,Single,83,\N,3,6,75,Technology Related Job,154,FL,341,206,No,No,0.79,2222,555,1,2015,1 -35,109467,0,0.03,4251052546,2170,Yes,Master or equivalent,Female,No,Single,83,\N,3,6,75,Technology Related Job,154,FL,341,206,No,No,0.79,2597,865,1,2015,2 -51,107496,0.02,0,4251022824,2171,Yes,High School or below,Female,Yes,Married,91,\N,1,3,15,Others,14,MT,345,66,No,No,0,1454,484,0,2015,1 -51,107496,0.02,0,4251022824,2171,Yes,High School or below,Female,Yes,Married,91,\N,1,3,15,Others,14,MT,345,66,No,No,0,2408,602,0,2015,2 -14,218397,0,0.01,4251034914,2172,Yes,High School or below,Male,Yes,Married,29,\N,2,1,34,Technology Related Job,186,NV,42,81,No,No,0.46,7818,781,0,2015,1 -14,218397,0,0.01,4251034914,2172,Yes,High School or below,Male,Yes,Married,29,\N,2,1,34,Technology Related Job,186,NV,42,81,No,No,0.46,3902,975,0,2015,2 -29,216426,0.03,0.02,4251062032,2173,Yes,High School or below,Female,Yes,Single,36,\N,1,6,74,Others,47,UT,45,191,No,No,0.67,1078,1078,1,2015,1 -29,216426,0.03,0.02,4251062032,2173,Yes,High School or below,Female,Yes,Single,36,\N,1,6,74,Others,47,UT,45,191,No,No,0.67,4923,984,1,2015,2 -60,77326,0.01,0.03,4251053407,2174,Yes,High School or below,Male,Yes,Single,94,\N,2,4,93,Technology Related Job,219,VA,242,206,No,No,0.12,3358,671,0,2015,1 -60,77326,0.01,0.03,4251053407,2174,Yes,High School or below,Male,Yes,Single,94,\N,2,4,93,Technology Related Job,219,VA,242,206,No,No,0.12,1992,996,0,2015,2 -76,75355,0.03,0,4251099302,2175,Yes,High School or below,Male,Yes,Single,101,\N,1,1,33,Others,79,IL,245,66,No,Yes,0.33,3681,920,0,2015,1 -76,75355,0.03,0,4251099302,2175,Yes,High School or below,Male,Yes,Single,101,\N,1,1,33,Others,79,IL,245,66,No,Yes,0.33,2032,677,0,2015,2 -76,75355,0.03,0,4251099302,2175,Yes,High School or below,Male,Yes,Single,101,\N,1,1,33,Others,79,IL,245,66,No,Yes,0.33,1314,1314,0,2015,3 -38,186255,0.01,0.01,4251078048,2176,Yes,Bachelor or equivalent,Female,Yes,Single,39,\N,2,7,52,Technology Related Job,252,IA,442,81,No,No,0.79,5915,985,1,2015,1 -38,186255,0.01,0.01,4251078048,2176,Yes,Bachelor or equivalent,Female,Yes,Single,39,\N,2,7,52,Technology Related Job,252,IA,442,81,No,No,0.79,6120,765,1,2015,2 -54,184284,0.03,0.02,4251030519,2177,Yes,Bachelor or equivalent,Female,Yes,Married,47,\N,0,4,92,Others,112,NY,446,191,No,No,0,4075,815,0,2015,1 -54,184284,0.03,0.02,4251030519,2177,Yes,Bachelor or equivalent,Female,Yes,Married,47,\N,0,4,92,Others,112,NY,446,191,No,No,0,2209,736,0,2015,2 -16,45185,0.01,0.03,4251044214,2178,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,2,11,Technology Related Job,284,ND,143,206,No,No,0.46,3119,623,0,2015,1 -16,45185,0.01,0.03,4251044214,2178,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,2,11,Technology Related Job,284,ND,143,206,No,No,0.46,5998,749,0,2015,2 -32,43214,0.03,0,4251037220,2179,Yes,Master or equivalent,Female,No,Single,112,\N,0,7,51,Others,144,WY,146,66,No,No,0.67,4248,708,0,2015,1 -32,43214,0.03,0,4251037220,2179,Yes,Master or equivalent,Female,No,Single,112,\N,0,7,51,Others,144,WY,146,66,No,No,0.67,1157,578,0,2015,2 -63,154114,0.02,0.01,4251069513,2180,Yes,High School or below,Male,Yes,Married,50,\N,1,5,70,Technology Related Job,317,AK,343,81,No,No,0.12,3787,757,0,2015,1 -63,154114,0.02,0.01,4251069513,2180,Yes,High School or below,Male,Yes,Married,50,\N,1,5,70,Technology Related Job,317,AK,343,81,No,No,0.12,2540,846,0,2015,2 -78,152143,0.04,0.02,4251072303,2181,No,High School or below,Male,Yes,Single,58,\N,0,3,10,Others,177,ME,346,191,No,No,0.33,5165,860,0,2015,1 -78,152143,0.04,0.02,4251072303,2181,No,High School or below,Male,Yes,Single,58,\N,0,3,10,Others,177,ME,346,191,No,No,0.33,2459,614,0,2015,2 -41,13044,0.02,0.03,4251094360,2182,Yes,High School or below,Female,Yes,Single,115,\N,1,0,29,Technology Related Job,349,MA,43,206,No,No,0.79,4199,699,1,2015,1 -41,13044,0.02,0.03,4251094360,2182,Yes,High School or below,Female,Yes,Single,115,\N,1,0,29,Technology Related Job,349,MA,43,206,No,No,0.79,6134,876,1,2015,2 -57,11072,0.04,0,4251090870,2183,Yes,High School or below,Female,Yes,Married,3,\N,0,6,69,Others,209,PA,46,66,No,No,0,1591,795,0,2015,1 -57,11072,0.04,0,4251090870,2183,Yes,High School or below,Female,Yes,Married,3,\N,0,6,69,Others,209,PA,46,66,No,No,0,2826,706,0,2015,2 -19,121973,0.02,0.01,4251032946,2184,Yes,High School or below,Male,No,Married,61,\N,1,3,87,Technology Related Job,382,SC,243,81,No,No,0.46,5644,940,0,2015,1 -19,121973,0.02,0.01,4251032946,2184,Yes,High School or below,Male,No,Married,61,\N,1,3,87,Technology Related Job,382,SC,243,81,No,No,0.46,2714,678,0,2015,2 -35,120002,0.04,0.02,4251062411,2185,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,3,1,28,Others,242,CO,247,191,No,No,0.67,5671,810,1,2015,1 -35,120002,0.04,0.02,4251062411,2185,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,3,1,28,Others,242,CO,247,191,No,No,0.67,2255,751,1,2015,2 -65,230902,0.02,0.03,4251010649,2186,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,0,6,46,Technology Related Job,414,DE,444,206,Yes,No,0.13,5050,631,0,2015,1 -65,230902,0.02,0.03,4251010649,2186,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,0,6,46,Technology Related Job,414,DE,444,206,Yes,No,0.13,6437,919,0,2015,2 -13,228931,0.04,0,4251013020,2187,Yes,Master or equivalent,Male,Yes,Single,14,\N,3,4,87,Others,274,MO,447,66,No,No,0.34,6751,750,0,2015,1 -13,228931,0.04,0,4251013020,2187,Yes,Master or equivalent,Male,Yes,Single,14,\N,3,4,87,Others,274,MO,447,66,No,No,0.34,1214,242,0,2015,2 -13,228931,0.04,0,4251013020,2187,Yes,Master or equivalent,Male,Yes,Single,14,\N,3,4,87,Others,274,MO,447,66,No,No,0.34,1429,1429,0,2015,3 -44,89832,0.03,0,4251086903,2188,Yes,PhD or equivalent,Female,Yes,Single,72,\N,0,1,5,Technology Related Job,447,NE,144,81,No,No,0.79,6393,913,0,2015,2 -60,87861,0.05,0.02,4251013162,2189,Yes,High School or below,Male,Yes,Married,79,\N,3,7,46,Others,307,UT,147,191,No,No,0,2167,722,0,2015,1 -60,87861,0.05,0.02,4251013162,2189,Yes,High School or below,Male,Yes,Married,79,\N,3,7,46,Others,307,UT,147,191,No,No,0,6151,615,0,2015,2 -22,198761,0.03,0.02,4251083574,2190,Yes,High School or below,Female,Yes,Married,17,\N,0,4,64,Technology Related Job,479,VA,344,206,No,Yes,0.46,2204,551,0,2015,1 -22,198761,0.03,0.02,4251083574,2190,Yes,High School or below,Female,Yes,Married,17,\N,0,4,64,Technology Related Job,479,VA,344,206,No,Yes,0.46,2368,592,0,2015,2 -22,198761,0.03,0.02,4251083574,2190,Yes,High School or below,Female,Yes,Married,17,\N,0,4,64,Technology Related Job,479,VA,344,206,No,Yes,0.46,1424,1424,0,2015,3 -38,196790,0.05,0,4251094385,2191,Yes,High School or below,Female,Yes,Married,25,\N,2,2,5,Others,340,ID,348,66,No,No,0.67,3875,775,0,2015,1 -38,196790,0.05,0,4251094385,2191,Yes,High School or below,Female,Yes,Married,25,\N,2,2,5,Others,340,ID,348,66,No,No,0.67,6166,880,0,2015,2 -68,57690,0.03,0,4251062863,2192,Yes,High School or below,Male,Yes,Married,82,\N,0,0,23,Technology Related Job,12,IN,45,81,No,No,0.13,3703,925,0,2015,1 -68,57690,0.03,0,4251062863,2192,Yes,High School or below,Male,Yes,Married,82,\N,0,0,23,Technology Related Job,12,IN,45,81,No,No,0.13,3087,514,0,2015,2 -16,55719,0.05,0.02,4251051811,2193,Yes,Bachelor or equivalent,Male,No,Single,90,\N,2,5,64,Others,372,NM,48,191,No,No,0.34,5245,874,0,2015,1 -16,55719,0.05,0.02,4251051811,2193,Yes,Bachelor or equivalent,Male,No,Single,90,\N,2,5,64,Others,372,NM,48,191,No,No,0.34,2087,1043,0,2015,2 -46,166620,0.03,0.02,4251094402,2194,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,3,3,82,Technology Related Job,45,NC,245,206,No,No,0.79,1410,705,0,2015,1 -46,166620,0.03,0.02,4251094402,2194,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,3,3,82,Technology Related Job,45,NC,245,206,No,No,0.79,1822,364,0,2015,2 -46,166620,0.03,0.02,4251094402,2194,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,3,3,82,Technology Related Job,45,NC,245,206,No,No,0.79,1162,1162,0,2015,3 -62,164649,0.05,0,4251098794,2195,Yes,Master or equivalent,Male,Yes,Married,35,\N,2,0,23,Others,405,WY,248,66,No,No,0,2797,699,0,2015,1 -62,164649,0.05,0,4251098794,2195,Yes,Master or equivalent,Male,Yes,Married,35,\N,2,0,23,Others,405,WY,248,66,No,No,0,5410,901,0,2015,2 -62,164649,0.05,0,4251098794,2195,Yes,Master or equivalent,Male,Yes,Married,35,\N,2,0,23,Others,405,WY,248,66,No,No,0,49,49,0,2015,3 -25,25549,0.04,0,4251023175,2196,Yes,Master or equivalent,Female,Yes,Single,93,\N,3,6,41,Technology Related Job,77,AK,445,81,No,No,0.46,8561,1223,0,2015,1 -25,25549,0.04,0,4251023175,2196,Yes,Master or equivalent,Female,Yes,Single,93,\N,3,6,41,Technology Related Job,77,AK,445,81,No,No,0.46,5938,989,0,2015,2 -25,25549,0.04,0,4251023175,2196,Yes,Master or equivalent,Female,Yes,Single,93,\N,3,6,41,Technology Related Job,77,AK,445,81,No,No,0.46,1376,1376,0,2015,3 -41,23578,0.06,0.02,4251083478,2197,Yes,High School or below,Female,Yes,Married,101,\N,2,3,81,Others,437,ME,449,191,No,Yes,0.67,3192,638,0,2015,1 -41,23578,0.06,0.02,4251083478,2197,Yes,High School or below,Female,Yes,Married,101,\N,2,3,81,Others,437,ME,449,191,No,Yes,0.67,4709,941,0,2015,2 -41,23578,0.06,0.02,4251083478,2197,Yes,High School or below,Female,Yes,Married,101,\N,2,3,81,Others,437,ME,449,191,No,Yes,0.67,1434,717,0,2015,3 -71,134478,0.04,0.02,4251060051,2198,Yes,High School or below,Male,No,Married,39,\N,3,1,0,Technology Related Job,110,MD,146,206,No,No,0.13,4373,546,1,2015,1 -71,134478,0.04,0.02,4251060051,2198,Yes,High School or below,Male,No,Married,39,\N,3,1,0,Technology Related Job,110,MD,146,206,No,No,0.13,3200,640,1,2015,2 -71,134478,0.04,0.02,4251060051,2198,Yes,High School or below,Male,No,Married,39,\N,3,1,0,Technology Related Job,110,MD,146,206,No,No,0.13,701,701,1,2015,3 -19,132507,0.06,0,4251067890,2199,Yes,High School or below,Male,No,Single,46,\N,1,6,40,Others,470,OR,149,66,No,No,0.34,1069,213,0,2015,1 -19,132507,0.06,0,4251067890,2199,Yes,High School or below,Male,No,Single,46,\N,1,6,40,Others,470,OR,149,66,No,No,0.34,3015,603,0,2015,2 -49,243408,0.04,0,4251078096,2200,Yes,High School or below,Female,Yes,Single,104,\N,3,4,59,Technology Related Job,142,RI,346,81,No,No,0.79,2066,688,0,2015,1 -49,243408,0.04,0,4251078096,2200,Yes,High School or below,Female,Yes,Single,104,\N,3,4,59,Technology Related Job,142,RI,346,81,No,No,0.79,2450,816,0,2015,2 -65,241437,0.06,0.02,4251087635,2201,Yes,Bachelor or equivalent,Male,Yes,Single,111,\N,1,1,99,Others,2,CO,349,191,No,No,0.01,769,769,0,2015,1 -65,241437,0.06,0.02,4251087635,2201,Yes,Bachelor or equivalent,Male,Yes,Single,111,\N,1,1,99,Others,2,CO,349,191,No,No,0.01,2888,412,0,2015,2 -28,102337,0.04,0.02,4251084653,2202,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,2,7,18,Technology Related Job,175,DE,46,206,No,No,0.46,2876,958,0,2015,1 -28,102337,0.04,0.02,4251084653,2202,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,2,7,18,Technology Related Job,175,DE,46,206,No,No,0.46,5026,628,0,2015,2 -43,100366,0.06,0,4251068183,2203,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,1,4,58,Others,35,MO,50,66,No,No,0.67,2973,743,0,2015,1 -43,100366,0.06,0,4251068183,2203,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,1,4,58,Others,35,MO,50,66,No,No,0.67,4844,807,0,2015,2 -74,211267,0.05,0,4251047938,2204,Yes,Master or equivalent,Male,Yes,Married,115,\N,2,2,77,Technology Related Job,207,MT,246,81,No,No,0.13,2504,834,0,2015,1 -74,211267,0.05,0,4251047938,2204,Yes,Master or equivalent,Male,Yes,Married,115,\N,2,2,77,Technology Related Job,207,MT,246,81,No,No,0.13,5729,818,0,2015,2 -22,209296,0.07,0.02,4251009375,2205,Yes,High School or below,Male,Yes,Single,2,\N,1,7,17,Others,67,TX,250,191,No,No,0.34,3295,659,0,2015,1 -22,209296,0.07,0.02,4251009375,2205,Yes,High School or below,Male,Yes,Single,2,\N,1,7,17,Others,67,TX,250,191,No,No,0.34,3459,494,0,2015,2 -52,70196,0.05,0.02,4251053214,2206,Yes,High School or below,Female,Yes,Married,60,\N,2,5,36,Technology Related Job,240,VT,447,206,No,No,0.8,5838,834,0,2015,1 -52,70196,0.05,0.02,4251053214,2206,Yes,High School or below,Female,Yes,Married,60,\N,2,5,36,Technology Related Job,240,VT,447,206,No,No,0.8,2646,441,0,2015,2 -68,68225,0.07,0,4251027748,2207,Yes,High School or below,Male,No,Single,68,\N,0,2,76,Others,100,ID,450,66,No,No,0.01,7922,792,0,2015,1 -68,68225,0.07,0,4251027748,2207,Yes,High School or below,Male,No,Single,68,\N,0,2,76,Others,100,ID,450,66,No,No,0.01,6723,1120,0,2015,2 -68,68225,0.07,0,4251027748,2207,Yes,High School or below,Male,No,Single,68,\N,0,2,76,Others,100,ID,450,66,No,No,0.01,419,419,0,2015,3 -30,179125,0.05,0,4251012613,2208,Yes,High School or below,Female,Yes,Single,6,\N,1,0,95,Technology Related Job,272,IN,147,81,No,No,0.46,2100,700,0,2015,1 -30,179125,0.05,0,4251012613,2208,Yes,High School or below,Female,Yes,Single,6,\N,1,0,95,Technology Related Job,272,IN,147,81,No,No,0.46,868,434,0,2015,2 -46,177154,0.07,0.02,4251091102,2209,Yes,Bachelor or equivalent,Female,Yes,Married,13,\N,0,6,35,Others,133,NM,150,191,No,No,0.67,3997,666,0,2015,1 -46,177154,0.07,0.02,4251091102,2209,Yes,Bachelor or equivalent,Female,Yes,Married,13,\N,0,6,35,Others,133,NM,150,191,No,No,0.67,4464,637,0,2015,2 -77,38055,0.05,0.02,4251024029,2210,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,1,3,54,Technology Related Job,305,NY,347,206,No,No,0.13,1027,513,0,2015,1 -77,38055,0.05,0.02,4251024029,2210,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,1,3,54,Technology Related Job,305,NY,347,206,No,No,0.13,2939,979,0,2015,2 -24,36084,0.07,0,4251018744,2211,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,0,1,94,Others,165,WI,351,66,Yes,No,0.34,3388,847,0,2015,1 -24,36084,0.07,0,4251018744,2211,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,0,1,94,Others,165,WI,351,66,Yes,No,0.34,404,404,0,2015,2 -55,146984,0.06,0,4251089350,2212,Yes,Master or equivalent,Female,No,Married,16,\N,1,6,12,Technology Related Job,338,AL,48,81,No,Yes,0.8,3716,619,0,2015,1 -55,146984,0.06,0,4251089350,2212,Yes,Master or equivalent,Female,No,Married,16,\N,1,6,12,Technology Related Job,338,AL,48,81,No,Yes,0.8,5157,573,0,2015,2 -71,145013,0,0.02,4251075646,2213,Yes,PhD or equivalent,Male,No,Single,24,\N,3,4,53,Others,198,LA,51,191,No,No,0.01,6733,961,0,2015,1 -71,145013,0,0.02,4251075646,2213,Yes,PhD or equivalent,Male,No,Single,24,\N,3,4,53,Others,198,LA,51,191,No,No,0.01,2043,681,0,2015,2 -71,145013,0,0.02,4251075646,2213,Yes,PhD or equivalent,Male,No,Single,24,\N,3,4,53,Others,198,LA,51,191,No,No,0.01,808,808,0,2015,3 -33,5913,0.06,0.02,4251026825,2214,Yes,High School or below,Female,Yes,Single,82,\N,1,1,71,Technology Related Job,370,MD,248,206,No,No,0.46,3745,749,0,2015,1 -33,5913,0.06,0.02,4251026825,2214,Yes,High School or below,Female,Yes,Single,82,\N,1,1,71,Technology Related Job,370,MD,248,206,No,No,0.46,2619,873,0,2015,2 -49,3942,0,0,4251043472,2215,Yes,High School or below,Female,Yes,Married,89,\N,3,7,12,Others,230,OR,251,66,No,No,0.68,2883,480,0,2015,1 -49,3942,0,0,4251043472,2215,Yes,High School or below,Female,Yes,Married,89,\N,3,7,12,Others,230,OR,251,66,No,No,0.68,4079,679,0,2015,2 -79,114843,0.06,0,4251077801,2216,Yes,High School or below,Male,Yes,Single,27,\N,0,4,30,Technology Related Job,403,PA,448,81,No,No,0.13,2924,584,0,2015,1 -79,114843,0.06,0,4251077801,2216,Yes,High School or below,Male,Yes,Single,27,\N,0,4,30,Technology Related Job,403,PA,448,81,No,No,0.13,1482,741,0,2015,2 -79,114843,0.06,0,4251077801,2216,Yes,High School or below,Male,Yes,Single,27,\N,0,4,30,Technology Related Job,403,PA,448,81,No,No,0.13,327,327,0,2015,3 -27,112872,0,0.02,4251069141,2217,Yes,High School or below,Female,Yes,Married,35,\N,3,2,71,Others,263,CA,452,191,No,No,0.34,2698,539,0,2015,1 -27,112872,0,0.02,4251069141,2217,Yes,High School or below,Female,Yes,Married,35,\N,3,2,71,Others,263,CA,452,191,No,No,0.34,4820,803,0,2015,2 -58,223772,0.06,0.02,4251084593,2218,Yes,Bachelor or equivalent,Female,No,Married,92,\N,0,7,89,Technology Related Job,435,CT,149,206,No,No,0.8,6839,977,0,2015,1 -58,223772,0.06,0.02,4251084593,2218,Yes,Bachelor or equivalent,Female,No,Married,92,\N,0,7,89,Technology Related Job,435,CT,149,206,No,No,0.8,3090,772,0,2015,2 -74,221801,0,0,4251064174,2219,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,3,5,30,Others,295,MS,152,66,No,Yes,0.01,4236,847,0,2015,1 -74,221801,0,0,4251064174,2219,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,3,5,30,Others,295,MS,152,66,No,Yes,0.01,1825,608,0,2015,2 -36,82701,0.07,0,4251037156,2220,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,0,3,48,Technology Related Job,468,MT,349,81,No,No,0.47,4839,967,0,2015,1 -36,82701,0.07,0,4251037156,2220,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,0,3,48,Technology Related Job,468,MT,349,81,No,No,0.47,7084,885,0,2015,2 -52,80730,0.01,0.02,4251064666,2221,Yes,Master or equivalent,Female,No,Single,45,\N,2,0,89,Others,328,TX,352,191,No,No,0.68,3379,844,0,2015,1 -52,80730,0.01,0.02,4251064666,2221,Yes,Master or equivalent,Female,No,Single,45,\N,2,0,89,Others,328,TX,352,191,No,No,0.68,3009,752,0,2015,2 -14,191631,0.07,0.02,4251055476,2222,Yes,PhD or equivalent,Male,Yes,Single,103,\N,0,6,7,Technology Related Job,0,UT,49,206,No,No,0.13,6278,784,0,2015,1 -14,191631,0.07,0.02,4251055476,2222,Yes,PhD or equivalent,Male,Yes,Single,103,\N,0,6,7,Technology Related Job,0,UT,49,206,No,No,0.13,4130,826,0,2015,2 -30,189660,0.01,0,4251089085,2223,Yes,High School or below,Female,Yes,Married,111,\N,2,3,48,Technology Related Job,360,HI,53,66,No,No,0.34,2609,652,0,2015,1 -30,189660,0.01,0,4251089085,2223,Yes,High School or below,Female,Yes,Married,111,\N,2,3,48,Technology Related Job,360,HI,53,66,No,No,0.34,4479,639,0,2015,2 -60,50560,0.07,0,4251081534,2224,Yes,High School or below,Male,Yes,Married,49,\N,3,1,66,Technology Related Job,33,IL,250,81,No,No,0.8,6131,766,0,2015,1 -60,50560,0.07,0,4251081534,2224,Yes,High School or below,Male,Yes,Married,49,\N,3,1,66,Technology Related Job,33,IL,250,81,No,No,0.8,5783,826,0,2015,2 -76,48589,0.01,0.02,4251053989,2225,Yes,High School or below,Male,Yes,Single,56,\N,2,6,7,Technology Related Job,393,NJ,253,191,No,No,0.01,4834,966,0,2015,1 -76,48589,0.01,0.02,4251053989,2225,Yes,High School or below,Male,Yes,Single,56,\N,2,6,7,Technology Related Job,393,NJ,253,191,No,No,0.01,4757,679,0,2015,2 -39,159490,0.07,0.02,4251099053,2226,Yes,High School or below,Female,No,Married,114,\N,3,4,25,Technology Related Job,65,NY,450,206,No,No,0.47,5976,853,1,2015,1 -39,159490,0.07,0.02,4251099053,2226,Yes,High School or below,Female,No,Married,114,\N,3,4,25,Technology Related Job,65,NY,450,206,No,No,0.47,570,190,1,2015,2 -39,159490,0.07,0.02,4251099053,2226,Yes,High School or below,Female,No,Married,114,\N,3,4,25,Technology Related Job,65,NY,450,206,No,No,0.47,219,219,1,2015,3 -55,157519,0.01,0,4251049089,2227,No,Bachelor or equivalent,Female,No,Single,1,\N,1,1,65,Technology Related Job,426,WI,453,65,No,No,0.68,1544,772,0,2015,1 -55,157519,0.01,0,4251049089,2227,No,Bachelor or equivalent,Female,No,Single,1,\N,1,1,65,Technology Related Job,426,WI,453,65,No,No,0.68,5167,1033,0,2015,2 -17,18419,0,0,4251099007,2228,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,3,7,84,Technology Related Job,98,WY,150,80,No,No,0.13,2886,962,0,2015,1 -17,18419,0,0,4251099007,2228,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,3,7,84,Technology Related Job,98,WY,150,80,No,No,0.13,1704,568,0,2015,2 -33,16448,0.02,0.02,4251080856,2229,Yes,Master or equivalent,Female,Yes,Married,67,\N,1,4,24,Technology Related Job,458,KY,153,190,No,No,0.34,4140,690,0,2015,1 -33,16448,0.02,0.02,4251080856,2229,Yes,Master or equivalent,Female,Yes,Married,67,\N,1,4,24,Technology Related Job,458,KY,153,190,No,No,0.34,4940,823,0,2015,2 -63,127348,0,0.02,4251079634,2230,Yes,Master or equivalent,Male,Yes,Married,5,\N,2,2,43,Technology Related Job,131,ME,350,205,No,No,0.8,2723,1361,0,2015,1 -63,127348,0,0.02,4251079634,2230,Yes,Master or equivalent,Male,Yes,Married,5,\N,2,2,43,Technology Related Job,131,ME,350,205,No,No,0.8,2656,885,0,2015,2 -79,125377,0.02,0,4251037000,2231,Yes,High School or below,Male,Yes,Married,12,\N,1,7,83,Technology Related Job,491,OK,354,65,No,No,0.01,4610,658,0,2015,1 -79,125377,0.02,0,4251037000,2231,Yes,High School or below,Male,Yes,Married,12,\N,1,7,83,Technology Related Job,491,OK,354,65,No,No,0.01,1745,581,0,2015,2 -41,236278,0,0,4251074266,2232,Yes,High School or below,Female,No,Married,70,\N,2,5,2,Technology Related Job,163,PA,51,80,No,Yes,0.47,5947,849,0,2015,1 -41,236278,0,0,4251074266,2232,Yes,High School or below,Female,No,Married,70,\N,2,5,2,Technology Related Job,163,PA,51,80,No,Yes,0.47,1659,553,0,2015,2 -57,234307,0.02,0.02,4251030940,2233,Yes,High School or below,Female,Yes,Single,78,\N,1,2,42,Technology Related Job,23,CA,54,190,No,No,0.68,3002,750,0,2015,1 -57,234307,0.02,0.02,4251030940,2233,Yes,High School or below,Female,Yes,Single,78,\N,1,2,42,Technology Related Job,23,CA,54,190,No,No,0.68,5030,1006,0,2015,2 -20,95207,0,0.02,4251028578,2234,Yes,High School or below,Male,Yes,Single,16,\N,2,0,61,Technology Related Job,196,CO,251,205,No,No,0.14,4543,649,0,2015,1 -20,95207,0,0.02,4251028578,2234,Yes,High School or below,Male,Yes,Single,16,\N,2,0,61,Technology Related Job,196,CO,251,205,No,No,0.14,2438,609,0,2015,2 -36,93236,0.02,0,4251092780,2235,Yes,Bachelor or equivalent,Female,Yes,Married,23,\N,0,5,1,Technology Related Job,56,MN,254,65,No,No,0.35,6739,842,1,2015,1 -36,93236,0.02,0,4251092780,2235,Yes,Bachelor or equivalent,Female,Yes,Married,23,\N,0,5,1,Technology Related Job,56,MN,254,65,No,No,0.35,4364,872,1,2015,2 -66,204136,0.01,0,4251092143,2236,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,2,3,20,Technology Related Job,228,MO,451,80,No,No,0.8,1532,510,0,2015,1 -66,204136,0.01,0,4251092143,2236,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,2,3,20,Technology Related Job,228,MO,451,80,No,No,0.8,1580,526,0,2015,2 -14,202165,0.03,0.02,4251062125,2237,Yes,Master or equivalent,Male,Yes,Married,88,\N,0,0,60,Technology Related Job,88,TN,455,190,No,No,0.01,5855,836,0,2015,1 -14,202165,0.03,0.02,4251062125,2237,Yes,Master or equivalent,Male,Yes,Married,88,\N,0,0,60,Technology Related Job,88,TN,455,190,No,No,0.01,3681,736,0,2015,2 -44,63066,0.01,0.02,4251079756,2238,Yes,Master or equivalent,Female,Yes,Married,26,\N,1,6,79,Technology Related Job,261,UT,152,205,No,No,0.47,2426,1213,0,2015,1 -44,63066,0.01,0.02,4251079756,2238,Yes,Master or equivalent,Female,Yes,Married,26,\N,1,6,79,Technology Related Job,261,UT,152,205,No,No,0.47,2889,577,0,2015,2 -60,61095,0.03,0,4251081292,2239,Yes,High School or below,Female,Yes,Single,34,\N,0,4,19,Technology Related Job,121,HI,155,65,No,No,0.68,5334,762,0,2015,1 -60,61095,0.03,0,4251081292,2239,Yes,High School or below,Female,Yes,Single,34,\N,0,4,19,Technology Related Job,121,HI,155,65,No,No,0.68,3078,615,0,2015,2 -23,171995,0.01,0,4251051626,2240,Yes,High School or below,Male,No,Single,92,\N,1,1,38,Technology Related Job,293,IL,352,80,No,No,0.14,4269,711,0,2015,1 -23,171995,0.01,0,4251051626,2240,Yes,High School or below,Male,No,Single,92,\N,1,1,38,Technology Related Job,293,IL,352,80,No,No,0.14,5882,735,0,2015,2 -23,171995,0.01,0,4251051626,2240,Yes,High School or below,Male,No,Single,92,\N,1,1,38,Technology Related Job,293,IL,352,80,No,No,0.14,19,19,0,2015,3 -38,170024,0.03,0.02,4251093709,2241,Yes,High School or below,Female,No,Single,99,\N,0,7,78,Technology Related Job,153,NH,355,190,No,Yes,0.35,4645,929,0,2015,1 -38,170024,0.03,0.02,4251093709,2241,Yes,High School or below,Female,No,Single,99,\N,0,7,78,Technology Related Job,153,NH,355,190,No,Yes,0.35,6227,889,0,2015,2 -69,30925,0.01,0.02,4251092259,2242,Yes,High School or below,Male,Yes,Single,37,\N,1,4,96,Technology Related Job,326,NM,52,205,No,No,0.8,680,680,0,2015,1 -69,30925,0.01,0.02,4251092259,2242,Yes,High School or below,Male,Yes,Single,37,\N,1,4,96,Technology Related Job,326,NM,52,205,No,No,0.8,2885,961,0,2015,2 -17,28954,0.03,0,4251018640,2243,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,3,2,37,Technology Related Job,186,WV,56,65,No,No,0.01,4598,766,0,2015,1 -17,28954,0.03,0,4251018640,2243,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,3,2,37,Technology Related Job,186,WV,56,65,No,No,0.01,4059,676,0,2015,2 -47,139854,0.02,0,4251012592,2244,Yes,Bachelor or equivalent,Female,Yes,Married,102,\N,1,7,55,Technology Related Job,358,WY,253,80,No,No,0.47,3524,1174,0,2015,1 -47,139854,0.02,0,4251012592,2244,Yes,Bachelor or equivalent,Female,Yes,Married,102,\N,1,7,55,Technology Related Job,358,WY,253,80,No,No,0.47,2496,832,0,2015,2 -63,137883,0.04,0.02,4251028978,2245,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,3,5,96,Technology Related Job,219,KY,256,190,No,No,0.68,2495,831,1,2015,1 -63,137883,0.04,0.02,4251028978,2245,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,3,5,96,Technology Related Job,219,KY,256,190,No,No,0.68,3552,710,1,2015,2 -25,248783,0.02,0.02,4251041496,2246,Yes,Master or equivalent,Male,No,Single,48,\N,0,2,14,Non-technology Related Job,391,ME,453,205,No,No,0.14,4727,787,1,2015,1 -25,248783,0.02,0.02,4251041496,2246,Yes,Master or equivalent,Male,No,Single,48,\N,0,2,14,Non-technology Related Job,391,ME,453,205,No,No,0.14,3829,765,1,2015,2 -41,246812,0.04,0,4251009388,2247,Yes,High School or below,Female,Yes,Single,55,\N,3,0,55,Technology Related Job,251,OH,456,65,No,No,0.35,2132,1066,0,2015,1 -41,246812,0.04,0,4251009388,2247,Yes,High School or below,Female,Yes,Single,55,\N,3,0,55,Technology Related Job,251,OH,456,65,No,No,0.35,4554,910,0,2015,2 -72,107713,0.02,0,4251057853,2248,Yes,High School or below,Male,Yes,Single,113,\N,0,5,73,Non-technology Related Job,424,OR,153,80,No,No,0.8,3861,772,0,2015,1 -72,107713,0.02,0,4251057853,2248,Yes,High School or below,Male,Yes,Single,113,\N,0,5,73,Non-technology Related Job,424,OR,153,80,No,No,0.8,7035,703,0,2015,2 -19,105742,0.04,0.02,4251040419,2249,Yes,High School or below,Male,Yes,Married,1,\N,2,3,14,Technology Related Job,284,AR,157,190,No,No,0.02,2393,797,0,2015,1 -19,105742,0.04,0.02,4251040419,2249,Yes,High School or below,Male,Yes,Married,1,\N,2,3,14,Technology Related Job,284,AR,157,190,No,No,0.02,2650,441,0,2015,2 -50,216642,0.02,0.02,4251076298,2250,Yes,High School or below,Female,Yes,Married,59,\N,0,1,32,Non-technology Related Job,456,CO,353,205,Yes,No,0.47,6465,923,0,2015,1 -50,216642,0.02,0.02,4251076298,2250,Yes,High School or below,Female,Yes,Married,59,\N,0,1,32,Non-technology Related Job,456,CO,353,205,Yes,No,0.47,4646,774,0,2015,2 -50,216642,0.02,0.02,4251076298,2250,Yes,High School or below,Female,Yes,Married,59,\N,0,1,32,Non-technology Related Job,456,CO,353,205,Yes,No,0.47,491,491,0,2015,3 -66,214671,0.04,0,4251033918,2251,Yes,High School or below,Male,Yes,Married,66,\N,2,6,73,Technology Related Job,316,MN,357,65,No,No,0.68,1021,510,0,2015,1 -66,214671,0.04,0,4251033918,2251,Yes,High School or below,Male,Yes,Married,66,\N,2,6,73,Technology Related Job,316,MN,357,65,No,No,0.68,5718,635,0,2015,2 -28,75571,0.03,0,4251057111,2252,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,3,4,91,Non-technology Related Job,489,MO,54,80,No,No,0.14,2629,1314,0,2015,1 -28,75571,0.03,0,4251057111,2252,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,3,4,91,Non-technology Related Job,489,MO,54,80,No,No,0.14,7628,953,0,2015,2 -44,73600,0.05,0.02,4251016892,2253,Yes,Bachelor or equivalent,Female,Yes,Single,11,\N,2,1,32,Technology Related Job,349,SD,57,190,No,No,0.35,601,300,0,2015,1 -44,73600,0.05,0.02,4251016892,2253,Yes,Bachelor or equivalent,Female,Yes,Single,11,\N,2,1,32,Technology Related Job,349,SD,57,190,No,No,0.35,1604,802,0,2015,2 -74,184501,0.03,0.02,4251058433,2254,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,3,7,50,Non-technology Related Job,21,TX,254,205,No,Yes,0.81,5485,914,1,2015,1 -74,184501,0.03,0.02,4251058433,2254,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,3,7,50,Non-technology Related Job,21,TX,254,205,No,Yes,0.81,3243,648,1,2015,2 -74,184501,0.03,0.02,4251058433,2254,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,3,7,50,Non-technology Related Job,21,TX,254,205,No,Yes,0.81,935,935,1,2015,3 -22,182530,0.05,0,4251098056,2255,Yes,PhD or equivalent,Male,No,Married,77,\N,2,4,90,Technology Related Job,381,GA,257,65,No,No,0.02,6138,876,0,2015,1 -22,182530,0.05,0,4251098056,2255,Yes,PhD or equivalent,Male,No,Married,77,\N,2,4,90,Technology Related Job,381,GA,257,65,No,No,0.02,1978,659,0,2015,2 -53,43430,0.03,0,4251084032,2256,Yes,High School or below,Female,Yes,Married,15,\N,3,2,9,Non-technology Related Job,54,ID,454,80,No,No,0.47,4669,778,0,2015,1 -53,43430,0.03,0,4251084032,2256,Yes,High School or below,Female,Yes,Married,15,\N,3,2,9,Non-technology Related Job,54,ID,454,80,No,No,0.47,2445,611,0,2015,2 -69,41459,0.05,0.02,4251008605,2257,Yes,High School or below,Male,Yes,Married,22,\N,1,7,49,Technology Related Job,414,NH,458,190,No,No,0.68,5295,661,0,2015,1 -69,41459,0.05,0.02,4251008605,2257,Yes,High School or below,Male,Yes,Married,22,\N,1,7,49,Technology Related Job,414,NH,458,190,No,No,0.68,3056,1018,0,2015,2 -31,152359,0.03,0.02,4251067761,2258,Yes,High School or below,Female,Yes,Married,80,\N,3,5,68,Non-technology Related Job,86,NM,155,205,No,No,0.14,3298,659,1,2015,1 -31,152359,0.03,0.02,4251067761,2258,Yes,High School or below,Female,Yes,Married,80,\N,3,5,68,Non-technology Related Job,86,NM,155,205,No,No,0.14,6172,1028,1,2015,2 -31,152359,0.03,0.02,4251067761,2258,Yes,High School or below,Female,Yes,Married,80,\N,3,5,68,Non-technology Related Job,86,NM,155,205,No,No,0.14,1094,1094,1,2015,3 -47,150388,0.06,0,4251013452,2259,Yes,High School or below,Female,Yes,Single,88,\N,1,2,8,Technology Related Job,446,WA,158,65,No,No,0.35,5482,783,0,2015,1 -47,150388,0.06,0,4251013452,2259,Yes,High School or below,Female,Yes,Single,88,\N,1,2,8,Technology Related Job,446,WA,158,65,No,No,0.35,5012,626,0,2015,2 -77,11289,0.04,0,4251058113,2260,Yes,High School or below,Male,No,Single,26,\N,2,0,27,Non-technology Related Job,119,WI,355,80,No,No,0.81,4697,939,0,2015,1 -77,11289,0.04,0,4251058113,2260,Yes,High School or below,Male,No,Single,26,\N,2,0,27,Non-technology Related Job,119,WI,355,80,No,No,0.81,1600,266,0,2015,2 -25,9318,0.06,0.02,4251064389,2261,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,1,5,67,Technology Related Job,479,KS,358,190,No,No,0.02,4095,682,1,2015,2 -55,120218,0.04,0.02,4251097216,2262,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,2,3,86,Non-technology Related Job,151,LA,55,205,No,No,0.47,4376,875,0,2015,1 -55,120218,0.04,0.02,4251097216,2262,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,2,3,86,Non-technology Related Job,151,LA,55,205,No,No,0.47,5229,1045,0,2015,2 -71,118247,0.06,0,4251012026,2263,Yes,Master or equivalent,Male,Yes,Married,98,\N,1,0,26,Technology Related Job,12,OH,59,65,No,Yes,0.69,4029,805,0,2015,1 -71,118247,0.06,0,4251012026,2263,Yes,Master or equivalent,Male,Yes,Married,98,\N,1,0,26,Technology Related Job,12,OH,59,65,No,Yes,0.69,754,377,0,2015,2 -71,118247,0.06,0,4251012026,2263,Yes,Master or equivalent,Male,Yes,Married,98,\N,1,0,26,Technology Related Job,12,OH,59,65,No,Yes,0.69,870,870,0,2015,3 -34,229148,0.04,0,4251089930,2264,Yes,PhD or equivalent,Female,Yes,Married,36,\N,2,6,45,Non-technology Related Job,184,OR,256,80,No,No,0.14,4556,759,0,2015,1 -34,229148,0.04,0,4251089930,2264,Yes,PhD or equivalent,Female,Yes,Married,36,\N,2,6,45,Non-technology Related Job,184,OR,256,80,No,No,0.14,3235,647,0,2015,2 -50,227177,0.06,0.02,4251010686,2265,Yes,High School or below,Female,Yes,Single,44,\N,0,3,85,Technology Related Job,44,AZ,259,190,No,No,0.35,555,277,0,2015,1 -50,227177,0.06,0.02,4251010686,2265,Yes,High School or below,Female,Yes,Single,44,\N,0,3,85,Technology Related Job,44,AZ,259,190,No,No,0.35,3801,633,0,2015,2 -12,88077,0.04,0.02,4251044108,2266,Yes,High School or below,Male,Yes,Single,102,\N,2,1,4,Non-technology Related Job,217,CA,456,205,No,No,0.81,3489,581,0,2015,1 -12,88077,0.04,0.02,4251044108,2266,Yes,High School or below,Male,Yes,Single,102,\N,2,1,4,Non-technology Related Job,217,CA,456,205,No,No,0.81,2568,856,0,2015,2 -28,86106,0.07,0,4251014447,2267,Yes,High School or below,Male,Yes,Single,109,\N,0,7,44,Technology Related Job,77,MI,459,65,No,No,0.02,2191,730,0,2015,1 -28,86106,0.07,0,4251014447,2267,Yes,High School or below,Male,Yes,Single,109,\N,0,7,44,Technology Related Job,77,MI,459,65,No,No,0.02,3683,736,0,2015,2 -58,197006,0.05,0,4251046423,2268,Yes,High School or below,Female,Yes,Single,47,\N,1,4,63,Non-technology Related Job,249,MS,156,80,No,No,0.48,2180,1090,0,2015,1 -58,197006,0.05,0,4251046423,2268,Yes,High School or below,Female,Yes,Single,47,\N,1,4,63,Non-technology Related Job,249,MS,156,80,No,No,0.48,2907,726,0,2015,2 -58,197006,0.05,0,4251046423,2268,Yes,High School or below,Female,Yes,Single,47,\N,1,4,63,Non-technology Related Job,249,MS,156,80,No,No,0.48,554,554,0,2015,3 -74,195035,0.07,0.02,4251026412,2269,Yes,Bachelor or equivalent,Male,No,Married,55,\N,0,2,3,Technology Related Job,109,SD,160,190,No,No,0.69,2820,940,0,2015,1 -74,195035,0.07,0.02,4251026412,2269,Yes,Bachelor or equivalent,Male,No,Married,55,\N,0,2,3,Technology Related Job,109,SD,160,190,No,No,0.69,3640,728,0,2015,2 -37,55936,0.05,0.02,4251091337,2270,Yes,Bachelor or equivalent,Female,Yes,Married,112,\N,1,7,21,Non-technology Related Job,282,TX,357,205,No,No,0.14,5342,890,0,2015,1 -37,55936,0.05,0.02,4251091337,2270,Yes,Bachelor or equivalent,Female,Yes,Married,112,\N,1,7,21,Non-technology Related Job,282,TX,357,205,No,No,0.14,1672,418,0,2015,2 -52,53965,0.07,0,4251044949,2271,Yes,Master or equivalent,Female,Yes,Single,0,\N,3,5,62,Technology Related Job,142,FL,360,65,No,No,0.35,4817,602,0,2015,1 -52,53965,0.07,0,4251044949,2271,Yes,Master or equivalent,Female,Yes,Single,0,\N,3,5,62,Technology Related Job,142,FL,360,65,No,No,0.35,3722,744,0,2015,2 -15,164865,0.05,0,4251031187,2272,Yes,Master or equivalent,Male,Yes,Married,58,\N,1,2,80,Non-technology Related Job,314,HI,57,80,No,No,0.81,1861,620,1,2015,1 -15,164865,0.05,0,4251031187,2272,Yes,Master or equivalent,Male,Yes,Married,58,\N,1,2,80,Non-technology Related Job,314,HI,57,80,No,No,0.81,6172,561,1,2015,2 -31,162894,0.07,0.01,4251058712,2273,No,High School or below,Male,Yes,Single,65,\N,3,0,21,Technology Related Job,174,NV,60,190,No,No,0.02,2202,550,0,2015,1 -31,162894,0.07,0.01,4251058712,2273,No,High School or below,Male,Yes,Single,65,\N,3,0,21,Technology Related Job,174,NV,60,190,No,No,0.02,693,346,0,2015,2 -61,23794,0.06,0.02,4251091200,2274,Yes,High School or below,Female,No,Single,3,\N,0,5,39,Non-technology Related Job,347,NJ,257,205,No,No,0.48,1584,396,0,2015,1 -61,23794,0.06,0.02,4251091200,2274,Yes,High School or below,Female,No,Single,3,\N,0,5,39,Non-technology Related Job,347,NJ,257,205,No,No,0.48,1878,626,0,2015,2 -77,21823,0,0.03,4251050748,2275,Yes,High School or below,Male,No,Married,11,\N,3,3,80,Technology Related Job,207,WA,261,65,Yes,No,0.69,6442,805,1,2015,1 -77,21823,0,0.03,4251050748,2275,Yes,High School or below,Male,No,Married,11,\N,3,3,80,Technology Related Job,207,WA,261,65,Yes,No,0.69,5067,633,1,2015,2 -39,132724,0.06,0,4251096658,2276,Yes,High School or below,Female,Yes,Married,69,\N,0,0,98,Non-technology Related Job,379,WI,457,80,No,Yes,0.14,3994,798,0,2015,1 -39,132724,0.06,0,4251096658,2276,Yes,High School or below,Female,Yes,Married,69,\N,0,0,98,Non-technology Related Job,379,WI,457,80,No,Yes,0.14,3021,755,0,2015,2 -55,130753,0,0.01,4251055144,2277,Yes,Bachelor or equivalent,Female,Yes,Married,76,\N,3,6,39,Technology Related Job,239,KS,461,190,No,No,0.35,4715,943,0,2015,1 -55,130753,0,0.01,4251055144,2277,Yes,Bachelor or equivalent,Female,Yes,Married,76,\N,3,6,39,Technology Related Job,239,KS,461,190,No,No,0.35,6100,610,0,2015,2 -18,241653,0.06,0.02,4251023235,2278,Yes,Bachelor or equivalent,Male,Yes,Married,14,\N,0,4,57,Non-technology Related Job,412,KY,158,205,No,No,0.81,2708,902,0,2015,1 -18,241653,0.06,0.02,4251023235,2278,Yes,Bachelor or equivalent,Male,Yes,Married,14,\N,0,4,57,Non-technology Related Job,412,KY,158,205,No,No,0.81,4952,825,0,2015,2 -33,239682,0,0.03,4251043094,2279,Yes,Master or equivalent,Female,Yes,Single,21,\N,2,1,98,Technology Related Job,272,ND,161,65,No,No,0.02,4426,885,0,2015,1 -33,239682,0,0.03,4251043094,2279,Yes,Master or equivalent,Female,Yes,Single,21,\N,2,1,98,Technology Related Job,272,ND,161,65,No,No,0.02,8874,806,0,2015,2 -33,239682,0,0.03,4251043094,2279,Yes,Master or equivalent,Female,Yes,Single,21,\N,2,1,98,Technology Related Job,272,ND,161,65,No,No,0.02,867,867,0,2015,3 -64,100583,0.06,0,4251016428,2280,Yes,Master or equivalent,Female,Yes,Single,79,\N,0,7,16,Non-technology Related Job,444,OK,358,80,No,No,0.48,6216,777,0,2015,1 -64,100583,0.06,0,4251016428,2280,Yes,Master or equivalent,Female,Yes,Single,79,\N,0,7,16,Non-technology Related Job,444,OK,358,80,No,No,0.48,5900,842,0,2015,2 -12,98611,0,0.01,4251017843,2281,Yes,High School or below,Male,Yes,Married,87,\N,2,4,57,Technology Related Job,305,AZ,361,190,No,No,0.69,7617,1088,0,2015,1 -12,98611,0,0.01,4251017843,2281,Yes,High School or below,Male,Yes,Married,87,\N,2,4,57,Technology Related Job,305,AZ,361,190,No,No,0.69,2765,921,0,2015,2 -42,209512,0.07,0.02,4251084151,2282,Yes,High School or below,Female,Yes,Single,25,\N,3,2,75,Non-technology Related Job,477,CA,58,205,No,No,0.15,2146,715,0,2015,1 -42,209512,0.07,0.02,4251084151,2282,Yes,High School or below,Female,Yes,Single,25,\N,3,2,75,Non-technology Related Job,477,CA,58,205,No,No,0.15,8695,790,0,2015,2 -58,207541,0.01,0.03,4251051523,2283,Yes,High School or below,Female,No,Married,32,\N,2,7,15,Technology Related Job,337,MI,62,65,No,No,0.36,3162,451,0,2015,1 -58,207541,0.01,0.03,4251051523,2283,Yes,High School or below,Female,No,Married,32,\N,2,7,15,Technology Related Job,337,MI,62,65,No,No,0.36,334,334,0,2015,2 -20,68441,0.07,0,4251042259,2284,Yes,High School or below,Male,Yes,Married,90,\N,3,5,34,Non-technology Related Job,10,MN,259,80,No,No,0.81,1931,643,0,2015,1 -20,68441,0.07,0,4251042259,2284,Yes,High School or below,Male,Yes,Married,90,\N,3,5,34,Non-technology Related Job,10,MN,259,80,No,No,0.81,1278,426,0,2015,2 -36,66470,0.01,0.01,4251044264,2285,Yes,Bachelor or equivalent,Female,Yes,Single,98,\N,2,2,74,Technology Related Job,370,SC,262,190,No,Yes,0.02,5240,748,1,2015,1 -36,66470,0.01,0.01,4251044264,2285,Yes,Bachelor or equivalent,Female,Yes,Single,98,\N,2,2,74,Technology Related Job,370,SC,262,190,No,Yes,0.02,4667,1166,1,2015,2 -67,177371,0.07,0.02,4251037617,2286,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,0,93,Non-technology Related Job,42,TN,459,205,No,No,0.48,3745,624,0,2015,1 -67,177371,0.07,0.02,4251037617,2286,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,0,93,Non-technology Related Job,42,TN,459,205,No,No,0.48,6472,1078,0,2015,2 -15,175400,0.01,0.03,4251056045,2287,Yes,Bachelor or equivalent,Male,Yes,Single,43,\N,1,5,33,Technology Related Job,402,FL,462,65,No,No,0.69,2139,534,0,2015,1 -15,175400,0.01,0.03,4251056045,2287,Yes,Bachelor or equivalent,Male,Yes,Single,43,\N,1,5,33,Technology Related Job,402,FL,462,65,No,No,0.69,2604,868,0,2015,2 -45,36300,0.07,0,4251021303,2288,Yes,Master or equivalent,Female,No,Single,101,\N,2,3,52,Non-technology Related Job,75,HI,159,80,No,No,0.15,6130,681,0,2015,1 -45,36300,0.07,0,4251021303,2288,Yes,Master or equivalent,Female,No,Single,101,\N,2,3,52,Non-technology Related Job,75,HI,159,80,No,No,0.15,7128,712,0,2015,2 -45,36300,0.07,0,4251021303,2288,Yes,Master or equivalent,Female,No,Single,101,\N,2,3,52,Non-technology Related Job,75,HI,159,80,No,No,0.15,1035,1035,0,2015,3 -61,34329,0.01,0.01,4251058803,2289,Yes,PhD or equivalent,Female,No,Married,108,\N,1,0,92,Technology Related Job,435,NV,163,190,No,No,0.36,3231,538,0,2015,1 -61,34329,0.01,0.01,4251058803,2289,Yes,PhD or equivalent,Female,No,Married,108,\N,1,0,92,Technology Related Job,435,NV,163,190,No,No,0.36,1647,411,0,2015,2 -23,145229,0,0.02,4251090265,2290,Yes,High School or below,Male,Yes,Married,46,\N,2,6,11,Non-technology Related Job,107,NH,360,205,No,No,0.81,6101,1016,0,2015,1 -23,145229,0,0.02,4251090265,2290,Yes,High School or below,Male,Yes,Married,46,\N,2,6,11,Non-technology Related Job,107,NH,360,205,No,No,0.81,2746,915,0,2015,2 -39,143258,0.02,0.03,4251090285,2291,Yes,High School or below,Female,Yes,Single,54,\N,1,3,51,Technology Related Job,467,VA,363,65,No,No,0.02,3177,794,1,2015,1 -39,143258,0.02,0.03,4251090285,2291,Yes,High School or below,Female,Yes,Single,54,\N,1,3,51,Technology Related Job,467,VA,363,65,No,No,0.02,6718,746,1,2015,2 -69,4159,0,0,4251015438,2292,Yes,High School or below,Male,Yes,Married,112,\N,2,1,70,Non-technology Related Job,140,WV,60,80,No,No,0.48,5014,835,0,2015,1 -69,4159,0,0,4251015438,2292,Yes,High School or below,Male,Yes,Married,112,\N,2,1,70,Non-technology Related Job,140,WV,60,80,No,No,0.48,3324,831,0,2015,2 -17,2188,0.02,0.01,4251074206,2293,Yes,High School or below,Male,Yes,Single,119,\N,0,6,10,Technology Related Job,0,IA,63,190,No,No,0.69,5328,761,1,2015,1 -17,2188,0.02,0.01,4251074206,2293,Yes,High School or below,Male,Yes,Single,119,\N,0,6,10,Technology Related Job,0,IA,63,190,No,No,0.69,4888,543,1,2015,2 -48,113088,0,0.02,4251071970,2294,Yes,Bachelor or equivalent,Female,No,Single,57,\N,2,4,29,Non-technology Related Job,172,KY,260,205,No,No,0.15,6159,769,0,2015,1 -48,113088,0,0.02,4251071970,2294,Yes,Bachelor or equivalent,Female,No,Single,57,\N,2,4,29,Non-technology Related Job,172,KY,260,205,No,No,0.15,4524,646,0,2015,2 -64,111117,0.02,0.03,4251062335,2295,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,0,2,69,Technology Related Job,32,ND,264,65,No,No,0.36,3426,685,0,2015,1 -64,111117,0.02,0.03,4251062335,2295,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,0,2,69,Technology Related Job,32,ND,264,65,No,No,0.36,5534,922,0,2015,2 -26,222017,0,0,4251046790,2296,Yes,Bachelor or equivalent,Male,Yes,Married,3,\N,1,7,88,Non-technology Related Job,205,OH,461,80,No,No,0.81,2502,625,0,2015,1 -26,222017,0,0,4251046790,2296,Yes,Bachelor or equivalent,Male,Yes,Married,3,\N,1,7,88,Non-technology Related Job,205,OH,461,80,No,No,0.81,7446,744,0,2015,2 -42,220046,0.02,0.01,4251044290,2297,Yes,Master or equivalent,Female,No,Married,10,\N,0,5,28,Technology Related Job,65,AK,464,190,No,No,0.03,1414,353,0,2015,1 -42,220046,0.02,0.01,4251044290,2297,Yes,Master or equivalent,Female,No,Married,10,\N,0,5,28,Technology Related Job,65,AK,464,190,No,No,0.03,3518,703,0,2015,2 -72,80947,0.01,0.02,4251085473,2298,Yes,High School or below,Male,Yes,Married,68,\N,1,2,47,Non-technology Related Job,237,AR,161,205,No,Yes,0.48,4672,934,0,2015,1 -72,80947,0.01,0.02,4251085473,2298,Yes,High School or below,Male,Yes,Married,68,\N,1,2,47,Non-technology Related Job,237,AR,161,205,No,Yes,0.48,1359,679,0,2015,3 -20,78976,0.03,0.03,4251013115,2299,Yes,High School or below,Male,Yes,Single,75,\N,0,0,87,Technology Related Job,98,MA,164,65,No,No,0.69,8161,906,0,2015,1 -20,78976,0.03,0.03,4251013115,2299,Yes,High School or below,Male,Yes,Single,75,\N,0,0,87,Technology Related Job,98,MA,164,65,No,No,0.69,4046,1011,0,2015,2 -50,189876,0.01,0,4251019961,2300,Yes,High School or below,Female,Yes,Single,13,\N,1,5,5,Non-technology Related Job,270,MN,361,80,No,No,0.15,3700,925,0,2015,1 -50,189876,0.01,0,4251019961,2300,Yes,High School or below,Female,Yes,Single,13,\N,1,5,5,Non-technology Related Job,270,MN,361,80,No,No,0.15,4540,908,0,2015,2 -66,187905,0.03,0.01,4251022521,2301,Yes,High School or below,Female,Yes,Married,21,\N,3,3,46,Technology Related Job,130,SC,364,190,No,No,0.36,3484,871,0,2015,1 -66,187905,0.03,0.01,4251022521,2301,Yes,High School or below,Female,Yes,Married,21,\N,3,3,46,Technology Related Job,130,SC,364,190,No,No,0.36,3952,658,0,2015,2 -29,48806,0.01,0.02,4251052077,2302,Yes,High School or below,Male,No,Single,79,\N,1,0,64,Non-technology Related Job,303,SD,61,205,No,No,0.82,7203,800,1,2015,1 -29,48806,0.01,0.02,4251052077,2302,Yes,High School or below,Male,No,Single,79,\N,1,0,64,Non-technology Related Job,303,SD,61,205,No,No,0.82,4621,924,1,2015,2 -45,46835,0.03,0.03,4251022953,2303,Yes,Bachelor or equivalent,Female,No,Married,86,\N,3,6,5,Technology Related Job,163,DE,65,65,No,No,0.03,3637,727,0,2015,1 -45,46835,0.03,0.03,4251022953,2303,Yes,Bachelor or equivalent,Female,No,Married,86,\N,3,6,5,Technology Related Job,163,DE,65,65,No,No,0.03,6586,1097,0,2015,2 -75,157735,0.01,0,4251041452,2304,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,0,3,23,Non-technology Related Job,335,GA,262,80,No,No,0.48,2229,557,0,2015,1 -75,157735,0.01,0,4251041452,2304,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,0,3,23,Non-technology Related Job,335,GA,262,80,No,No,0.48,2830,707,0,2015,2 -23,155764,0.03,0.01,4251097180,2305,Yes,Master or equivalent,Male,Yes,Single,32,\N,3,1,64,Technology Related Job,195,NE,265,190,No,No,0.69,2159,719,0,2015,1 -23,155764,0.03,0.01,4251097180,2305,Yes,Master or equivalent,Male,Yes,Single,32,\N,3,1,64,Technology Related Job,195,NE,265,190,No,No,0.69,3520,704,0,2015,2 -53,16664,0.02,0.02,4251078080,2306,Yes,PhD or equivalent,Female,Yes,Single,89,\N,0,7,82,Non-technology Related Job,368,NH,462,205,No,No,0.15,3466,1155,1,2015,1 -53,16664,0.02,0.02,4251078080,2306,Yes,PhD or equivalent,Female,Yes,Single,89,\N,0,7,82,Non-technology Related Job,368,NH,462,205,No,No,0.15,348,174,1,2015,2 -69,14693,0.04,0.03,4251062777,2307,Yes,High School or below,Female,Yes,Single,97,\N,3,4,23,Technology Related Job,228,VA,465,65,No,Yes,0.36,83,83,0,2015,1 -69,14693,0.04,0.03,4251062777,2307,Yes,High School or below,Female,Yes,Single,97,\N,3,4,23,Technology Related Job,228,VA,465,65,No,Yes,0.36,1799,449,0,2015,2 -32,125594,0.02,0,4251013722,2308,Yes,High School or below,Male,No,Single,35,\N,0,2,41,Non-technology Related Job,400,WA,162,80,No,No,0.82,6629,828,0,2015,1 -32,125594,0.02,0,4251013722,2308,Yes,High School or below,Male,No,Single,35,\N,0,2,41,Non-technology Related Job,400,WA,162,80,No,No,0.82,6125,875,0,2015,2 -47,123623,0.04,0.01,4251090497,2309,Yes,High School or below,Female,Yes,Married,42,\N,2,7,82,Non-technology Related Job,260,IN,166,190,No,No,0.03,1689,844,0,2015,1 -47,123623,0.04,0.01,4251090497,2309,Yes,High School or below,Female,Yes,Married,42,\N,2,7,82,Non-technology Related Job,260,IN,166,190,No,No,0.03,3067,766,0,2015,2 -47,123623,0.04,0.01,4251090497,2309,Yes,High School or below,Female,Yes,Married,42,\N,2,7,82,Non-technology Related Job,260,IN,166,190,No,No,0.03,123,123,0,2015,3 -78,234523,0.02,0.02,4251040453,2310,Yes,High School or below,Male,Yes,Married,100,\N,3,5,0,Non-technology Related Job,433,KS,363,205,No,No,0.48,5365,766,0,2015,1 -78,234523,0.02,0.02,4251040453,2310,Yes,High School or below,Male,Yes,Married,100,\N,3,5,0,Non-technology Related Job,433,KS,363,205,No,No,0.48,2384,794,0,2015,2 -26,232552,0.04,0.03,4251099033,2311,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,2,2,41,Non-technology Related Job,293,NC,366,65,No,No,0.7,4368,873,1,2015,1 -26,232552,0.04,0.03,4251099033,2311,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,2,2,41,Non-technology Related Job,293,NC,366,65,No,No,0.7,1627,542,1,2015,2 -26,232552,0.04,0.03,4251099033,2311,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,2,2,41,Non-technology Related Job,293,NC,366,65,No,No,0.7,404,404,1,2015,3 -56,93452,0.02,0,4251009263,2312,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,3,0,59,Non-technology Related Job,465,OH,63,80,No,No,0.15,4541,567,1,2015,1 -56,93452,0.02,0,4251009263,2312,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,3,0,59,Non-technology Related Job,465,OH,63,80,No,No,0.15,2485,621,1,2015,2 -72,91481,0.04,0.01,4251039439,2313,Yes,Master or equivalent,Male,Yes,Single,53,\N,2,5,99,Non-technology Related Job,325,AK,66,190,No,No,0.36,499,249,0,2015,1 -72,91481,0.04,0.01,4251039439,2313,Yes,Master or equivalent,Male,Yes,Single,53,\N,2,5,99,Non-technology Related Job,325,AK,66,190,No,No,0.36,3447,689,0,2015,2 -34,202382,0.03,0.02,4251074894,2314,Yes,Master or equivalent,Female,Yes,Single,111,\N,3,3,18,Non-technology Related Job,498,AZ,263,205,Yes,No,0.82,5853,731,0,2015,1 -34,202382,0.03,0.02,4251074894,2314,Yes,Master or equivalent,Female,Yes,Single,111,\N,3,3,18,Non-technology Related Job,498,AZ,263,205,Yes,No,0.82,1023,255,0,2015,2 -34,202382,0.03,0.02,4251074894,2314,Yes,Master or equivalent,Female,Yes,Single,111,\N,3,3,18,Non-technology Related Job,498,AZ,263,205,Yes,No,0.82,1037,1037,0,2015,3 -50,200411,0.05,0.03,4251083573,2315,Yes,High School or below,Female,Yes,Married,118,\N,1,0,58,Non-technology Related Job,358,MD,267,65,No,No,0.03,3742,623,0,2015,1 -50,200411,0.05,0.03,4251083573,2315,Yes,High School or below,Female,Yes,Married,118,\N,1,0,58,Non-technology Related Job,358,MD,267,65,No,No,0.03,2753,550,0,2015,2 -13,61311,0.03,0,4251084544,2316,Yes,High School or below,Male,No,Married,56,\N,3,6,77,Non-technology Related Job,30,MI,464,80,No,No,0.49,3440,860,0,2015,1 -13,61311,0.03,0,4251084544,2316,Yes,High School or below,Male,No,Married,56,\N,3,6,77,Non-technology Related Job,30,MI,464,80,No,No,0.49,3082,770,0,2015,2 -13,61311,0.03,0,4251084544,2316,Yes,High School or below,Male,No,Married,56,\N,3,6,77,Non-technology Related Job,30,MI,464,80,No,No,0.49,288,288,0,2015,3 -28,59340,0.05,0.01,4251046855,2317,Yes,High School or below,Male,No,Single,64,\N,1,3,17,Non-technology Related Job,391,RI,467,190,No,No,0.7,4544,504,0,2015,1 -28,59340,0.05,0.01,4251046855,2317,Yes,High School or below,Male,No,Single,64,\N,1,3,17,Non-technology Related Job,391,RI,467,190,No,No,0.7,1316,438,0,2015,2 -59,170241,0.03,0.02,4251011634,2318,Yes,High School or below,Female,Yes,Married,2,\N,2,1,36,Non-technology Related Job,63,SD,164,205,No,No,0.15,2670,534,1,2015,1 -59,170241,0.03,0.02,4251011634,2318,Yes,High School or below,Female,Yes,Married,2,\N,2,1,36,Non-technology Related Job,63,SD,164,205,No,No,0.15,3879,775,1,2015,2 -59,170241,0.03,0.02,4251011634,2318,Yes,High School or below,Female,Yes,Married,2,\N,2,1,36,Non-technology Related Job,63,SD,164,205,No,No,0.15,13,13,1,2015,3 -75,168269,0.05,0.03,4251056939,2319,No,Bachelor or equivalent,Male,Yes,Single,9,\N,1,6,76,Non-technology Related Job,423,DE,167,65,No,No,0.36,3038,759,0,2015,1 -75,168269,0.05,0.03,4251056939,2319,No,Bachelor or equivalent,Male,Yes,Single,9,\N,1,6,76,Non-technology Related Job,423,DE,167,65,No,No,0.36,2869,478,0,2015,2 -37,29170,0.03,0,4251013165,2320,Yes,Bachelor or equivalent,Female,Yes,Single,67,\N,2,4,95,Non-technology Related Job,96,GA,364,80,No,Yes,0.82,1401,467,1,2015,1 -37,29170,0.03,0,4251013165,2320,Yes,Bachelor or equivalent,Female,Yes,Single,67,\N,2,4,95,Non-technology Related Job,96,GA,364,80,No,Yes,0.82,3490,698,1,2015,2 -53,27199,0.05,0.01,4251079428,2321,Yes,Bachelor or equivalent,Female,Yes,Married,75,\N,1,1,35,Non-technology Related Job,456,MT,368,190,No,No,0.03,5615,701,0,2015,1 -53,27199,0.05,0.01,4251079428,2321,Yes,Bachelor or equivalent,Female,Yes,Married,75,\N,1,1,35,Non-technology Related Job,456,MT,368,190,No,No,0.03,4620,660,0,2015,2 -15,138099,0.04,0.02,4251031775,2322,Yes,Master or equivalent,Male,No,Married,13,\N,2,7,54,Non-technology Related Job,128,NV,64,204,No,No,0.49,4281,856,0,2015,1 -15,138099,0.04,0.02,4251031775,2322,Yes,Master or equivalent,Male,No,Married,13,\N,2,7,54,Non-technology Related Job,128,NV,64,204,No,No,0.49,5403,675,0,2015,2 -31,136128,0.06,0.03,4251046472,2323,Yes,High School or below,Male,Yes,Married,20,\N,0,5,94,Non-technology Related Job,488,VT,68,64,No,No,0.7,1960,653,0,2015,1 -31,136128,0.06,0.03,4251046472,2323,Yes,High School or below,Male,Yes,Married,20,\N,0,5,94,Non-technology Related Job,488,VT,68,64,No,No,0.7,4174,695,0,2015,2 -62,247029,0.04,0,4251097021,2324,Yes,High School or below,Female,Yes,Married,78,\N,2,2,13,Non-technology Related Job,161,WA,265,79,No,No,0.15,1829,914,0,2015,1 -62,247029,0.04,0,4251097021,2324,Yes,High School or below,Female,Yes,Married,78,\N,2,2,13,Non-technology Related Job,161,WA,265,79,No,No,0.15,3206,801,0,2015,2 -78,245058,0.06,0.01,4251066998,2325,Yes,High School or below,Male,Yes,Single,85,\N,0,0,53,Non-technology Related Job,21,IN,268,189,No,No,0.36,3269,653,0,2015,1 -78,245058,0.06,0.01,4251066998,2325,Yes,High School or below,Male,Yes,Single,85,\N,0,0,53,Non-technology Related Job,21,IN,268,189,No,No,0.36,1290,645,0,2015,2 -78,245058,0.06,0.01,4251066998,2325,Yes,High School or below,Male,Yes,Single,85,\N,0,0,53,Non-technology Related Job,21,IN,268,189,No,No,0.36,529,529,0,2015,3 -40,105958,0.04,0.02,4251033020,2326,Yes,High School or below,Female,Yes,Single,23,\N,1,5,72,Non-technology Related Job,193,KS,465,204,No,No,0.82,2081,297,0,2015,1 -40,105958,0.04,0.02,4251033020,2326,Yes,High School or below,Female,Yes,Single,23,\N,1,5,72,Non-technology Related Job,193,KS,465,204,No,No,0.82,4179,696,0,2015,2 -40,105958,0.04,0.02,4251033020,2326,Yes,High School or below,Female,Yes,Single,23,\N,1,5,72,Non-technology Related Job,193,KS,465,204,No,No,0.82,194,194,0,2015,3 -56,103987,0.06,0.03,4251092091,2327,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,0,3,12,Non-technology Related Job,53,NY,468,64,No,No,0.03,3659,731,0,2015,1 -56,103987,0.06,0.03,4251092091,2327,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,0,3,12,Non-technology Related Job,53,NY,468,64,No,No,0.03,3046,761,0,2015,2 -56,103987,0.06,0.03,4251092091,2327,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,0,3,12,Non-technology Related Job,53,NY,468,64,No,No,0.03,791,791,0,2015,3 -18,214887,0.04,0,4251065575,2328,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,1,0,30,Non-technology Related Job,226,ND,165,79,No,No,0.49,1699,849,0,2015,1 -18,214887,0.04,0,4251065575,2328,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,1,0,30,Non-technology Related Job,226,ND,165,79,No,No,0.49,4712,785,0,2015,2 -34,212916,0.06,0.01,4251038381,2329,Yes,Bachelor or equivalent,Male,Yes,Married,96,\N,3,6,71,Non-technology Related Job,86,AL,169,189,No,Yes,0.7,2844,406,0,2015,1 -34,212916,0.06,0.01,4251038381,2329,Yes,Bachelor or equivalent,Male,Yes,Married,96,\N,3,6,71,Non-technology Related Job,86,AL,169,189,No,Yes,0.7,7619,846,0,2015,2 -64,73817,0.05,0.01,4251027404,2330,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,1,3,89,Others,258,AZ,366,204,No,No,0.16,1836,459,0,2015,1 -64,73817,0.05,0.01,4251027404,2330,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,1,3,89,Others,258,AZ,366,204,No,No,0.16,2644,881,0,2015,2 -12,71846,0.07,0.03,4251077700,2331,Yes,PhD or equivalent,Male,No,Single,42,\N,3,1,30,Non-technology Related Job,118,MD,369,64,No,No,0.37,5487,914,0,2015,1 -12,71846,0.07,0.03,4251077700,2331,Yes,PhD or equivalent,Male,No,Single,42,\N,3,1,30,Non-technology Related Job,118,MD,369,64,No,No,0.37,3636,606,0,2015,2 -12,71846,0.07,0.03,4251077700,2331,Yes,PhD or equivalent,Male,No,Single,42,\N,3,1,30,Non-technology Related Job,118,MD,369,64,No,No,0.37,1171,1171,0,2015,3 -43,182746,0.05,0.03,4251060757,2332,Yes,High School or below,Female,Yes,Single,99,\N,0,6,48,Others,291,MI,66,79,No,No,0.82,3196,799,0,2015,1 -43,182746,0.05,0.03,4251060757,2332,Yes,High School or below,Female,Yes,Single,99,\N,0,6,48,Others,291,MI,66,79,No,No,0.82,4522,753,0,2015,2 -59,180775,0.07,0.01,4251084866,2333,Yes,High School or below,Female,Yes,Single,107,\N,3,4,89,Non-technology Related Job,151,PA,69,189,No,No,0.03,3584,597,0,2015,1 -59,180775,0.07,0.01,4251084866,2333,Yes,High School or below,Female,Yes,Single,107,\N,3,4,89,Non-technology Related Job,151,PA,69,189,No,No,0.03,2750,1375,0,2015,2 -21,41675,0.05,0.01,4251042606,2334,Yes,High School or below,Male,Yes,Single,45,\N,0,2,7,Others,323,SC,266,204,No,No,0.49,507,169,0,2015,1 -21,41675,0.05,0.01,4251042606,2334,Yes,High School or below,Male,Yes,Single,45,\N,0,2,7,Others,323,SC,266,204,No,No,0.49,3167,527,0,2015,2 -21,41675,0.05,0.01,4251042606,2334,Yes,High School or below,Male,Yes,Single,45,\N,0,2,7,Others,323,SC,266,204,No,No,0.49,1097,1097,0,2015,3 -37,39704,0.07,0.03,4251099506,2335,Yes,High School or below,Male,Yes,Married,52,\N,3,7,48,Non-technology Related Job,184,CT,270,64,No,No,0.7,3372,843,1,2015,1 -37,39704,0.07,0.03,4251099506,2335,Yes,High School or below,Male,Yes,Married,52,\N,3,7,48,Non-technology Related Job,184,CT,270,64,No,No,0.7,4763,680,1,2015,2 -67,150605,0.05,0.03,4251035858,2336,Yes,Bachelor or equivalent,Female,No,Married,110,\N,0,5,66,Others,356,FL,467,79,No,No,0.16,590,590,0,2015,1 -67,150605,0.05,0.03,4251035858,2336,Yes,Bachelor or equivalent,Female,No,Married,110,\N,0,5,66,Others,356,FL,467,79,No,No,0.16,3013,753,0,2015,2 -15,148634,0.07,0.01,4251023666,2337,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,2,2,7,Non-technology Related Job,216,MT,470,189,No,No,0.37,1482,494,1,2015,1 -15,148634,0.07,0.01,4251023666,2337,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,2,2,7,Non-technology Related Job,216,MT,470,189,No,No,0.37,3404,1134,1,2015,2 -46,9534,0.06,0.01,4251032832,2338,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,0,0,25,Others,389,NV,167,204,No,No,0.82,3635,519,0,2015,1 -46,9534,0.06,0.01,4251032832,2338,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,0,0,25,Others,389,NV,167,204,No,No,0.82,1935,483,0,2015,2 -61,7563,0,0.03,4251025428,2339,Yes,Master or equivalent,Female,Yes,Single,63,\N,2,5,66,Non-technology Related Job,249,UT,170,64,Yes,No,0.03,4518,502,0,2015,1 -61,7563,0,0.03,4251025428,2339,Yes,Master or equivalent,Female,Yes,Single,63,\N,2,5,66,Non-technology Related Job,249,UT,170,64,Yes,No,0.03,4360,872,0,2015,2 -24,118464,0.06,0.03,4251048006,2340,Yes,PhD or equivalent,Male,Yes,Single,1,\N,3,3,84,Others,421,VA,367,79,No,No,0.49,3729,621,0,2015,1 -24,118464,0.06,0.03,4251048006,2340,Yes,PhD or equivalent,Male,Yes,Single,1,\N,3,3,84,Others,421,VA,367,79,No,No,0.49,4115,823,0,2015,2 -40,116493,0,0.01,4251013372,2341,Yes,High School or below,Female,Yes,Married,8,\N,2,0,24,Non-technology Related Job,281,IL,371,189,No,No,0.7,7746,968,0,2015,1 -40,116493,0,0.01,4251013372,2341,Yes,High School or below,Female,Yes,Married,8,\N,2,0,24,Non-technology Related Job,281,IL,371,189,No,No,0.7,2409,602,0,2015,2 -70,227393,0.06,0.01,4251028331,2342,Yes,High School or below,Female,Yes,Married,66,\N,3,6,43,Others,454,IA,68,204,No,Yes,0.16,2697,385,0,2015,1 -70,227393,0.06,0.01,4251028331,2342,Yes,High School or below,Female,Yes,Married,66,\N,3,6,43,Others,454,IA,68,204,No,Yes,0.16,4195,839,0,2015,2 -18,225422,0,0.03,4251094276,2343,Yes,High School or below,Male,Yes,Married,74,\N,2,3,83,Non-technology Related Job,314,NY,71,64,No,No,0.37,6526,815,0,2015,1 -18,225422,0,0.03,4251094276,2343,Yes,High School or below,Male,Yes,Married,74,\N,2,3,83,Non-technology Related Job,314,NY,71,64,No,No,0.37,6454,1075,0,2015,2 -18,225422,0,0.03,4251094276,2343,Yes,High School or below,Male,Yes,Married,74,\N,2,3,83,Non-technology Related Job,314,NY,71,64,No,No,0.37,483,483,0,2015,3 -48,86322,0.06,0.03,4251049409,2344,Yes,High School or below,Female,Yes,Married,12,\N,3,1,2,Others,486,ND,268,79,No,No,0.82,1234,411,0,2015,1 -48,86322,0.06,0.03,4251049409,2344,Yes,High School or below,Female,Yes,Married,12,\N,3,1,2,Others,486,ND,268,79,No,No,0.82,3912,782,0,2015,2 -64,84351,0,0.01,4251095710,2345,Yes,Bachelor or equivalent,Female,No,Single,19,\N,1,6,42,Non-technology Related Job,346,WY,271,189,No,No,0.04,5461,910,0,2015,1 -64,84351,0,0.01,4251095710,2345,Yes,Bachelor or equivalent,Female,No,Single,19,\N,1,6,42,Non-technology Related Job,346,WY,271,189,No,No,0.04,3048,609,0,2015,2 -27,195252,0.07,0.01,4251040370,2346,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,3,4,61,Others,19,AK,468,204,No,No,0.49,992,496,0,2015,1 -27,195252,0.07,0.01,4251040370,2346,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,3,4,61,Others,19,AK,468,204,No,No,0.49,2746,686,0,2015,2 -42,193281,0.01,0.03,4251087191,2347,Yes,Master or equivalent,Female,Yes,Married,85,\N,1,1,1,Non-technology Related Job,379,ME,471,64,No,No,0.7,4608,658,0,2015,1 -42,193281,0.01,0.03,4251087191,2347,Yes,Master or equivalent,Female,Yes,Married,85,\N,1,1,1,Non-technology Related Job,379,ME,471,64,No,No,0.7,4372,728,0,2015,2 -73,54181,0.07,0.03,4251027711,2348,Yes,Master or equivalent,Male,Yes,Single,23,\N,2,7,20,Others,51,MA,168,79,No,No,0.16,4504,563,0,2015,1 -73,54181,0.07,0.03,4251027711,2348,Yes,Master or equivalent,Male,Yes,Single,23,\N,2,7,20,Others,51,MA,168,79,No,No,0.16,5950,743,0,2015,2 -21,52210,0.01,0.01,4251043871,2349,Yes,High School or below,Male,Yes,Married,30,\N,1,4,60,Non-technology Related Job,411,PA,172,189,No,No,0.37,4404,550,0,2015,1 -21,52210,0.01,0.01,4251043871,2349,Yes,High School or below,Male,Yes,Married,30,\N,1,4,60,Non-technology Related Job,411,PA,172,189,No,No,0.37,6987,698,0,2015,2 -51,163110,0.07,0.01,4251062296,2350,Yes,High School or below,Female,No,Married,88,\N,2,2,79,Others,84,SC,369,204,No,No,0.83,2747,686,1,2015,1 -51,163110,0.07,0.01,4251062296,2350,Yes,High School or below,Female,No,Married,88,\N,2,2,79,Others,84,SC,369,204,No,No,0.83,2589,517,1,2015,2 -67,161139,0.01,0.03,4251076628,2351,Yes,High School or below,Female,No,Single,95,\N,0,0,19,Non-technology Related Job,444,CO,372,64,No,Yes,0.04,6827,975,0,2015,1 -67,161139,0.01,0.03,4251076628,2351,Yes,High School or below,Female,No,Single,95,\N,0,0,19,Non-technology Related Job,444,CO,372,64,No,Yes,0.04,5624,624,0,2015,2 -29,22040,0.07,0.03,4251086438,2352,Yes,High School or below,Male,Yes,Single,33,\N,2,5,38,Others,116,DE,69,79,No,No,0.49,5368,766,0,2015,1 -29,22040,0.07,0.03,4251086438,2352,Yes,High School or below,Male,Yes,Single,33,\N,2,5,38,Others,116,DE,69,79,No,No,0.49,5914,844,0,2015,2 -45,20069,0.02,0.01,4251035285,2353,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,0,3,78,Non-technology Related Job,477,MO,72,189,No,No,0.7,1849,616,0,2015,1 -45,20069,0.02,0.01,4251035285,2353,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,0,3,78,Non-technology Related Job,477,MO,72,189,No,No,0.7,3005,601,0,2015,2 -76,130969,0,0.01,4251072855,2354,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,1,0,97,Others,149,NE,269,204,No,No,0.16,894,894,0,2015,1 -76,130969,0,0.01,4251072855,2354,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,1,0,97,Others,149,NE,269,204,No,No,0.16,1768,442,0,2015,2 -76,130969,0,0.01,4251072855,2354,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,1,0,97,Others,149,NE,269,204,No,No,0.16,501,501,0,2015,3 -24,128998,0.02,0.03,4251064728,2355,Yes,Master or equivalent,Male,Yes,Married,106,\N,0,6,37,Non-technology Related Job,9,UT,273,64,No,No,0.37,5358,1071,0,2015,1 -24,128998,0.02,0.03,4251064728,2355,Yes,Master or equivalent,Male,Yes,Married,106,\N,0,6,37,Non-technology Related Job,9,UT,273,64,No,No,0.37,5124,854,0,2015,2 -24,128998,0.02,0.03,4251064728,2355,Yes,Master or equivalent,Male,Yes,Married,106,\N,0,6,37,Non-technology Related Job,9,UT,273,64,No,No,0.37,380,380,0,2015,3 -54,239898,0,0.03,4251048557,2356,Yes,Master or equivalent,Female,Yes,Married,44,\N,1,3,55,Others,182,VA,470,79,Yes,No,0.83,1376,688,0,2015,1 -54,239898,0,0.03,4251048557,2356,Yes,Master or equivalent,Female,Yes,Married,44,\N,1,3,55,Others,182,VA,470,79,Yes,No,0.83,6689,668,0,2015,2 -54,239898,0,0.03,4251048557,2356,Yes,Master or equivalent,Female,Yes,Married,44,\N,1,3,55,Others,182,VA,470,79,Yes,No,0.83,1081,1081,0,2015,3 -70,237927,0.02,0.01,4251022155,2357,Yes,High School or below,Female,Yes,Single,52,\N,0,1,96,Non-technology Related Job,42,IL,473,189,No,No,0.04,770,385,0,2015,1 -70,237927,0.02,0.01,4251022155,2357,Yes,High School or below,Female,Yes,Single,52,\N,0,1,96,Non-technology Related Job,42,IL,473,189,No,No,0.04,3476,869,0,2015,2 -32,98828,0,0.01,4251020698,2358,Yes,High School or below,Male,Yes,Married,109,\N,1,6,14,Others,214,IN,170,204,No,No,0.49,2298,1149,0,2015,1 -32,98828,0,0.01,4251020698,2358,Yes,High School or below,Male,Yes,Married,109,\N,1,6,14,Others,214,IN,170,204,No,No,0.49,4890,698,0,2015,2 -48,96857,0.02,0.03,4251027381,2359,Yes,High School or below,Female,No,Single,117,\N,3,4,55,Non-technology Related Job,74,NM,173,64,No,No,0.71,3955,565,0,2015,1 -48,96857,0.02,0.03,4251027381,2359,Yes,High School or below,Female,No,Single,117,\N,3,4,55,Non-technology Related Job,74,NM,173,64,No,No,0.71,3619,603,0,2015,2 -78,207757,0,0.03,4251077684,2360,Yes,High School or below,Male,Yes,Single,55,\N,1,1,73,Others,247,NC,370,79,No,No,0.16,1697,848,0,2015,1 -78,207757,0,0.03,4251077684,2360,Yes,High School or below,Male,Yes,Single,55,\N,1,1,73,Others,247,NC,370,79,No,No,0.16,2504,834,0,2015,2 -26,205786,0.03,0.01,4251039268,2361,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,3,7,14,Non-technology Related Job,107,WY,374,189,No,No,0.37,2166,361,1,2015,1 -26,205786,0.03,0.01,4251039268,2361,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,3,7,14,Non-technology Related Job,107,WY,374,189,No,No,0.37,4403,733,1,2015,2 -26,205786,0.03,0.01,4251039268,2361,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,3,7,14,Non-technology Related Job,107,WY,374,189,No,No,0.37,670,670,1,2015,3 -57,66687,0.01,0.01,4251052554,2362,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,0,4,32,Others,279,AK,71,204,No,No,0.83,2563,854,0,2015,1 -57,66687,0.01,0.01,4251052554,2362,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,0,4,32,Others,279,AK,71,204,No,No,0.83,1924,962,0,2015,2 -73,64716,0.03,0.03,4251017215,2363,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,3,2,73,Non-technology Related Job,139,ME,74,64,No,No,0.04,4368,728,1,2015,1 -73,64716,0.03,0.03,4251017215,2363,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,3,2,73,Non-technology Related Job,139,ME,74,64,No,No,0.04,1089,1089,1,2015,2 -73,64716,0.03,0.03,4251017215,2363,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,3,2,73,Non-technology Related Job,139,ME,74,64,No,No,0.04,558,558,1,2015,3 -35,175616,0.01,0.03,4251059939,2364,Yes,Master or equivalent,Male,No,Married,66,\N,0,0,91,Others,312,MD,271,79,No,Yes,0.5,1830,915,0,2015,1 -35,175616,0.01,0.03,4251059939,2364,Yes,Master or equivalent,Male,No,Married,66,\N,0,0,91,Others,312,MD,271,79,No,Yes,0.5,4178,1044,0,2015,2 -51,173645,0.03,0.01,4251051436,2365,Yes,High School or below,Female,No,Single,73,\N,3,5,32,Non-technology Related Job,172,OR,274,189,No,No,0.71,2352,588,0,2015,1 -51,173645,0.03,0.01,4251051436,2365,Yes,High School or below,Female,No,Single,73,\N,3,5,32,Non-technology Related Job,172,OR,274,189,No,No,0.71,501,501,0,2015,2 -13,34545,0.01,0.01,4251096415,2366,Yes,High School or below,Male,Yes,Single,11,\N,0,3,50,Others,344,RI,471,204,No,No,0.16,862,862,0,2015,1 -13,34545,0.01,0.01,4251096415,2366,Yes,High School or below,Male,Yes,Single,11,\N,0,3,50,Others,344,RI,471,204,No,No,0.16,3861,772,0,2015,2 -29,32574,0.03,0.03,4251047882,2367,Yes,High School or below,Male,Yes,Married,18,\N,2,0,91,Non-technology Related Job,204,CO,475,64,No,No,0.37,5344,890,0,2015,1 -29,32574,0.03,0.03,4251047882,2367,Yes,High School or below,Male,Yes,Married,18,\N,2,0,91,Non-technology Related Job,204,CO,475,64,No,No,0.37,3803,633,0,2015,2 -60,143475,0.02,0.03,4251047253,2368,No,High School or below,Female,Yes,Single,76,\N,0,6,9,Others,377,DE,172,79,No,No,0.83,1139,227,0,2015,1 -60,143475,0.02,0.03,4251047253,2368,No,High School or below,Female,Yes,Single,76,\N,0,6,9,Others,377,DE,172,79,No,No,0.83,4498,899,0,2015,2 -75,141504,0.04,0.01,4251049681,2369,Yes,High School or below,Female,Yes,Married,84,\N,2,3,50,Non-technology Related Job,237,MO,175,189,No,No,0.04,4179,597,0,2015,1 -75,141504,0.04,0.01,4251049681,2369,Yes,High School or below,Female,Yes,Married,84,\N,2,3,50,Non-technology Related Job,237,MO,175,189,No,No,0.04,5242,748,0,2015,2 -38,2404,0.02,0.01,4251053066,2370,Yes,Bachelor or equivalent,Male,Yes,Married,22,\N,3,1,68,Others,409,MT,372,204,No,No,0.5,3967,661,1,2015,1 -38,2404,0.02,0.01,4251053066,2370,Yes,Bachelor or equivalent,Male,Yes,Married,22,\N,3,1,68,Others,409,MT,372,204,No,No,0.5,3885,777,1,2015,2 -54,433,0.04,0.03,4251049775,2371,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,2,6,8,Non-technology Related Job,270,TX,375,64,No,No,0.71,4177,835,0,2015,1 -54,433,0.04,0.03,4251049775,2371,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,2,6,8,Non-technology Related Job,270,TX,375,64,No,No,0.71,3125,625,0,2015,2 -54,433,0.04,0.03,4251049775,2371,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,2,6,8,Non-technology Related Job,270,TX,375,64,No,No,0.71,203,203,0,2015,3 -16,111333,0.02,0.03,4251042588,2372,Yes,Bachelor or equivalent,Male,Yes,Single,87,\N,3,4,27,Others,442,VT,72,79,No,No,0.16,4845,692,0,2015,1 -16,111333,0.02,0.03,4251042588,2372,Yes,Bachelor or equivalent,Male,Yes,Single,87,\N,3,4,27,Others,442,VT,72,79,No,No,0.16,3383,676,0,2015,2 -32,109362,0.04,0.01,4251040230,2373,Yes,PhD or equivalent,Male,No,Single,95,\N,1,1,67,Non-technology Related Job,302,ID,75,189,No,Yes,0.38,2210,552,0,2015,1 -32,109362,0.04,0.01,4251040230,2373,Yes,PhD or equivalent,Male,No,Single,95,\N,1,1,67,Non-technology Related Job,302,ID,75,189,No,Yes,0.38,2831,471,0,2015,2 -62,220263,0.02,0.01,4251035174,2374,Yes,High School or below,Female,Yes,Single,33,\N,3,7,86,Others,475,IN,272,204,No,No,0.83,3768,628,0,2015,1 -62,220263,0.02,0.01,4251035174,2374,Yes,High School or below,Female,Yes,Single,33,\N,3,7,86,Others,475,IN,272,204,No,No,0.83,202,101,0,2015,2 -78,218292,0.04,0.03,4251058789,2375,Yes,High School or below,Male,Yes,Married,40,\N,1,4,26,Non-technology Related Job,335,NM,276,64,No,No,0.04,1022,1022,0,2015,1 -78,218292,0.04,0.03,4251058789,2375,Yes,High School or below,Male,Yes,Married,40,\N,1,4,26,Non-technology Related Job,335,NM,276,64,No,No,0.04,3782,630,0,2015,2 -41,79192,0.03,0.03,4251066799,2376,Yes,High School or below,Female,Yes,Married,98,\N,2,2,45,Others,7,NY,473,79,No,No,0.5,6320,790,0,2015,1 -41,79192,0.03,0.03,4251066799,2376,Yes,High School or below,Female,Yes,Married,98,\N,2,2,45,Others,7,NY,473,79,No,No,0.5,1609,536,0,2015,2 -56,77221,0.05,0.01,4251055554,2377,Yes,High School or below,Female,Yes,Single,105,\N,1,7,85,Non-technology Related Job,367,WI,476,189,No,No,0.71,4724,787,0,2015,1 -56,77221,0.05,0.01,4251055554,2377,Yes,High School or below,Female,Yes,Single,105,\N,1,7,85,Non-technology Related Job,367,WI,476,189,No,No,0.71,2588,647,0,2015,2 -19,188122,0.03,0.01,4251084260,2378,Yes,High School or below,Male,No,Single,43,\N,2,5,4,Others,40,AL,173,204,Yes,No,0.17,3864,1288,0,2015,1 -19,188122,0.03,0.01,4251084260,2378,Yes,High School or below,Male,No,Single,43,\N,2,5,4,Others,40,AL,173,204,Yes,No,0.17,3770,754,0,2015,2 -35,186151,0.05,0.03,4251039232,2379,Yes,Bachelor or equivalent,Male,No,Single,51,\N,1,2,44,Non-technology Related Job,400,LA,176,64,No,No,0.38,2891,413,0,2015,1 -35,186151,0.05,0.03,4251039232,2379,Yes,Bachelor or equivalent,Male,No,Single,51,\N,1,2,44,Non-technology Related Job,400,LA,176,64,No,No,0.38,3835,639,0,2015,2 -65,47051,0.03,0.03,4251037441,2380,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,2,0,63,Others,72,MD,373,79,No,No,0.83,4479,639,0,2015,1 -65,47051,0.03,0.03,4251037441,2380,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,2,0,63,Others,72,MD,373,79,No,No,0.83,2926,585,0,2015,2 -13,45080,0.05,0.01,4251014752,2381,Yes,Master or equivalent,Male,Yes,Married,116,\N,0,6,3,Non-technology Related Job,432,OR,377,189,No,No,0.04,5829,647,0,2015,1 -13,45080,0.05,0.01,4251014752,2381,Yes,Master or equivalent,Male,Yes,Married,116,\N,0,6,3,Non-technology Related Job,432,OR,377,189,No,No,0.04,1672,418,0,2015,2 -13,45080,0.05,0.01,4251014752,2381,Yes,Master or equivalent,Male,Yes,Married,116,\N,0,6,3,Non-technology Related Job,432,OR,377,189,No,No,0.04,533,533,0,2015,3 -43,155980,0.03,0.01,4251084436,2382,Yes,PhD or equivalent,Female,Yes,Married,54,\N,2,3,22,Others,105,PA,74,204,No,No,0.5,5550,693,0,2015,1 -43,155980,0.03,0.01,4251084436,2382,Yes,PhD or equivalent,Female,Yes,Married,54,\N,2,3,22,Others,105,PA,74,204,No,No,0.5,1626,542,0,2015,2 -59,154009,0.05,0.03,4251059220,2383,Yes,High School or below,Female,Yes,Single,62,\N,0,1,62,Non-technology Related Job,465,CA,77,64,No,No,0.71,1819,909,0,2015,1 -59,154009,0.05,0.03,4251059220,2383,Yes,High School or below,Female,Yes,Single,62,\N,0,1,62,Non-technology Related Job,465,CA,77,64,No,No,0.71,5352,764,0,2015,2 -22,14910,0.04,0.03,4251074253,2384,Yes,High School or below,Male,No,Married,119,\N,1,6,81,Others,137,CT,274,79,No,No,0.17,6512,814,0,2015,1 -22,14910,0.04,0.03,4251074253,2384,Yes,High School or below,Male,No,Married,119,\N,1,6,81,Others,137,CT,274,79,No,No,0.17,628,314,0,2015,2 -38,12939,0.06,0.01,4251099867,2385,Yes,High School or below,Male,Yes,Single,7,\N,0,4,21,Non-technology Related Job,497,MS,277,189,No,No,0.38,4179,597,0,2015,1 -38,12939,0.06,0.01,4251099867,2385,Yes,High School or below,Male,Yes,Single,7,\N,0,4,21,Non-technology Related Job,497,MS,277,189,No,No,0.38,2630,526,0,2015,2 -68,123839,0.04,0.01,4251084568,2386,Yes,High School or below,Female,Yes,Single,65,\N,1,1,39,Others,170,MT,474,204,No,Yes,0.83,3018,603,0,2015,1 -68,123839,0.04,0.01,4251084568,2386,Yes,High School or below,Female,Yes,Single,65,\N,1,1,39,Others,170,MT,474,204,No,Yes,0.83,2972,594,0,2015,2 -16,121868,0.06,0.03,4251015009,2387,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,0,7,80,Non-technology Related Job,30,TX,478,64,No,No,0.04,4309,615,0,2015,1 -16,121868,0.06,0.03,4251015009,2387,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,0,7,80,Non-technology Related Job,30,TX,478,64,No,No,0.04,948,948,0,2015,2 -16,121868,0.06,0.03,4251015009,2387,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,0,7,80,Non-technology Related Job,30,TX,478,64,No,No,0.04,364,364,0,2015,3 -46,232768,0.04,0.03,4251020245,2388,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,1,4,98,Others,202,UT,175,79,No,No,0.5,873,436,0,2015,1 -46,232768,0.04,0.03,4251020245,2388,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,1,4,98,Others,202,UT,175,79,No,No,0.5,3891,648,0,2015,2 -62,230797,0.06,0.01,4251092847,2389,Yes,Master or equivalent,Female,Yes,Married,18,\N,3,2,39,Non-technology Related Job,63,HI,178,189,No,No,0.71,5591,798,0,2015,1 -62,230797,0.06,0.01,4251092847,2389,Yes,Master or equivalent,Female,Yes,Married,18,\N,3,2,39,Non-technology Related Job,63,HI,178,189,No,No,0.71,2257,752,0,2015,2 -24,91698,0.04,0.01,4251056825,2390,Yes,Master or equivalent,Male,Yes,Married,76,\N,0,7,57,Others,235,IL,375,204,No,No,0.17,3332,555,0,2015,1 -24,91698,0.04,0.01,4251056825,2390,Yes,Master or equivalent,Male,Yes,Married,76,\N,0,7,57,Others,235,IL,375,204,No,No,0.17,2615,653,0,2015,2 -40,89727,0.06,0.03,4251091290,2391,Yes,High School or below,Male,Yes,Single,83,\N,3,5,98,Non-technology Related Job,95,NJ,378,64,No,No,0.38,3086,514,0,2015,1 -40,89727,0.06,0.03,4251091290,2391,Yes,High School or below,Male,Yes,Single,83,\N,3,5,98,Non-technology Related Job,95,NJ,378,64,No,No,0.38,5921,845,0,2015,2 -71,200627,0.05,0.03,4251032819,2392,Yes,High School or below,Female,No,Single,21,\N,0,3,16,Others,268,NY,75,79,No,No,0.84,2736,684,0,2015,1 -71,200627,0.05,0.03,4251032819,2392,Yes,High School or below,Female,No,Single,21,\N,0,3,16,Others,268,NY,75,79,No,No,0.84,3073,768,0,2015,2 -71,200627,0.05,0.03,4251032819,2392,Yes,High School or below,Female,No,Single,21,\N,0,3,16,Others,268,NY,75,79,No,No,0.84,567,567,0,2015,3 -19,198656,0.07,0.01,4251040523,2393,Yes,High School or below,Male,No,Married,29,\N,3,0,57,Others,128,WI,79,189,No,No,0.05,3566,509,0,2015,1 -19,198656,0.07,0.01,4251040523,2393,Yes,High School or below,Male,No,Married,29,\N,3,0,57,Others,128,WI,79,189,No,No,0.05,1472,490,0,2015,2 -49,59556,0.05,0.01,4251079420,2394,Yes,High School or below,Female,Yes,Single,86,\N,0,6,75,Others,300,WY,275,204,No,No,0.5,3618,904,1,2015,1 -49,59556,0.05,0.01,4251079420,2394,Yes,High School or below,Female,Yes,Single,86,\N,0,6,75,Others,300,WY,275,204,No,No,0.5,4345,620,1,2015,2 -65,57585,0.07,0.03,4251061632,2395,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,2,3,16,Others,160,KY,279,64,No,Yes,0.71,7821,782,0,2015,1 -65,57585,0.07,0.03,4251061632,2395,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,2,3,16,Others,160,KY,279,64,No,Yes,0.71,2394,798,0,2015,2 -27,168486,0.05,0.03,4251036217,2396,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,0,1,34,Others,333,ME,476,79,No,No,0.17,5130,855,1,2015,1 -27,168486,0.05,0.03,4251036217,2396,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,0,1,34,Others,333,ME,476,79,No,No,0.17,3840,960,1,2015,2 -27,168486,0.05,0.03,4251036217,2396,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,0,1,34,Others,333,ME,476,79,No,No,0.17,924,924,1,2015,3 -43,166515,0.07,0.01,4251042457,2397,Yes,Master or equivalent,Male,Yes,Single,39,\N,2,6,75,Others,193,OK,479,189,No,No,0.38,6488,1081,0,2015,1 -43,166515,0.07,0.01,4251042457,2397,Yes,Master or equivalent,Male,Yes,Single,39,\N,2,6,75,Others,193,OK,479,189,No,No,0.38,1817,908,0,2015,2 -73,27415,0.05,0.01,4251045554,2398,Yes,Master or equivalent,Female,No,Single,97,\N,3,4,93,Others,365,PA,176,204,No,No,0.84,1607,321,1,2015,1 -73,27415,0.05,0.01,4251045554,2398,Yes,Master or equivalent,Female,No,Single,97,\N,3,4,93,Others,365,PA,176,204,No,No,0.84,4810,801,1,2015,2 -21,25444,0.07,0.03,4251042068,2399,Yes,High School or below,Male,Yes,Single,105,\N,2,1,33,Others,225,CA,179,64,No,No,0.05,3915,978,1,2015,1 -21,25444,0.07,0.03,4251042068,2399,Yes,High School or below,Male,Yes,Single,105,\N,2,1,33,Others,225,CA,179,64,No,No,0.05,5762,720,1,2015,2 -21,25444,0.07,0.03,4251042068,2399,Yes,High School or below,Male,Yes,Single,105,\N,2,1,33,Others,225,CA,179,64,No,No,0.05,919,919,1,2015,3 -52,136345,0.06,0.03,4251092226,2400,Yes,High School or below,Female,Yes,Single,43,\N,3,7,52,Others,398,CT,376,79,No,No,0.5,3689,461,1,2015,1 -52,136345,0.06,0.03,4251092226,2400,Yes,High School or below,Female,Yes,Single,43,\N,3,7,52,Others,398,CT,376,79,No,No,0.5,9817,818,1,2015,2 -68,134374,0,0.01,4251078174,2401,Yes,High School or below,Female,Yes,Married,50,\N,2,4,92,Others,258,MN,380,189,No,No,0.71,3257,1085,0,2015,1 -68,134374,0,0.01,4251078174,2401,Yes,High School or below,Female,Yes,Married,50,\N,2,4,92,Others,258,MN,380,189,No,No,0.71,3771,754,0,2015,2 -68,134374,0,0.01,4251078174,2401,Yes,High School or below,Female,Yes,Married,50,\N,2,4,92,Others,258,MN,380,189,No,No,0.71,64,64,0,2015,3 -30,245274,0.06,0.01,4251036099,2402,Yes,High School or below,Male,Yes,Married,108,\N,3,2,11,Others,430,MO,77,204,No,No,0.17,4329,865,0,2015,1 -30,245274,0.06,0.01,4251036099,2402,Yes,High School or below,Male,Yes,Married,108,\N,3,2,11,Others,430,MO,77,204,No,No,0.17,1304,652,0,2015,2 -46,243303,0,0.03,4251071454,2403,Yes,Bachelor or equivalent,Female,Yes,Single,115,\N,1,7,51,Others,290,TN,80,64,Yes,No,0.38,5978,854,0,2015,1 -46,243303,0,0.03,4251071454,2403,Yes,Bachelor or equivalent,Female,Yes,Single,115,\N,1,7,51,Others,290,TN,80,64,Yes,No,0.38,3137,784,0,2015,2 -76,104203,0.06,0.03,4251030834,2404,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,3,5,70,Others,463,UT,277,79,No,No,0.84,1173,1173,0,2015,1 -76,104203,0.06,0.03,4251030834,2404,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,3,5,70,Others,463,UT,277,79,No,No,0.84,779,259,0,2015,2 -24,102232,0,0.01,4251066882,2405,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,1,2,10,Others,323,HI,280,189,No,No,0.05,3432,686,0,2015,1 -24,102232,0,0.01,4251066882,2405,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,1,2,10,Others,323,HI,280,189,No,No,0.05,3050,1016,0,2015,2 -55,213133,0.06,0.01,4251038087,2406,Yes,Master or equivalent,Female,Yes,Single,119,\N,2,0,29,Others,495,IL,477,204,No,No,0.5,5576,1115,0,2015,1 -55,213133,0.06,0.01,4251038087,2406,Yes,Master or equivalent,Female,Yes,Single,119,\N,2,0,29,Others,495,IL,477,204,No,No,0.5,5604,934,0,2015,2 -55,213133,0.06,0.01,4251038087,2406,Yes,Master or equivalent,Female,Yes,Single,119,\N,2,0,29,Others,495,IL,477,204,No,No,0.5,435,435,0,2015,3 -70,211162,0,0.03,4251075396,2407,Yes,PhD or equivalent,Female,No,Married,6,\N,1,5,69,Others,356,NH,481,64,No,No,0.72,4302,1075,0,2015,1 -70,211162,0,0.03,4251075396,2407,Yes,PhD or equivalent,Female,No,Married,6,\N,1,5,69,Others,356,NH,481,64,No,No,0.72,2376,594,0,2015,2 -33,72062,0.07,0.03,4251053358,2408,Yes,High School or below,Male,Yes,Married,64,\N,2,3,88,Others,28,NM,178,79,No,Yes,0.17,4522,904,0,2015,1 -33,72062,0.07,0.03,4251053358,2408,Yes,High School or below,Male,Yes,Married,64,\N,2,3,88,Others,28,NM,178,79,No,Yes,0.17,1701,850,0,2015,2 -49,70091,0.01,0.01,4251013611,2409,Yes,High School or below,Female,Yes,Married,72,\N,1,1,28,Others,388,WV,181,189,No,No,0.38,4368,624,0,2015,1 -49,70091,0.01,0.01,4251013611,2409,Yes,High School or below,Female,Yes,Married,72,\N,1,1,28,Others,388,WV,181,189,No,No,0.38,2162,540,0,2015,2 -49,70091,0.01,0.01,4251013611,2409,Yes,High School or below,Female,Yes,Married,72,\N,1,1,28,Others,388,WV,181,189,No,No,0.38,959,959,0,2015,3 -79,180991,0.07,0.01,4251026831,2410,Yes,High School or below,Male,Yes,Married,10,\N,2,6,47,Others,61,WY,378,204,No,No,0.84,4549,649,0,2015,1 -79,180991,0.07,0.01,4251026831,2410,Yes,High School or below,Male,Yes,Married,10,\N,2,6,47,Others,61,WY,378,204,No,No,0.84,2712,678,0,2015,2 -27,179020,0.01,0.03,4251066683,2411,Yes,High School or below,Male,Yes,Single,17,\N,0,4,87,Others,421,KY,381,64,No,No,0.05,3372,562,1,2015,1 -27,179020,0.01,0.03,4251066683,2411,Yes,High School or below,Male,Yes,Single,17,\N,0,4,87,Others,421,KY,381,64,No,No,0.05,4143,828,1,2015,2 -57,39921,0.07,0.03,4251040948,2412,Yes,Bachelor or equivalent,Female,No,Single,75,\N,1,1,6,Others,93,ME,78,79,No,No,0.51,5222,870,0,2015,1 -57,39921,0.07,0.03,4251040948,2412,Yes,Bachelor or equivalent,Female,No,Single,75,\N,1,1,6,Others,93,ME,78,79,No,No,0.51,7366,920,0,2015,2 -73,37950,0.01,0.01,4251055717,2413,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,0,7,46,Others,453,OH,82,189,No,No,0.72,3713,530,0,2015,1 -73,37950,0.01,0.01,4251055717,2413,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,0,7,46,Others,453,OH,82,189,No,No,0.72,1889,472,0,2015,2 -36,148850,0.07,0.01,4251050429,2414,No,Bachelor or equivalent,Male,Yes,Single,20,\N,1,4,64,Others,126,OR,279,204,No,No,0.17,9010,1001,0,2015,1 -36,148850,0.07,0.01,4251050429,2414,No,Bachelor or equivalent,Male,Yes,Single,20,\N,1,4,64,Others,126,OR,279,204,No,No,0.17,4815,802,0,2015,2 -51,146879,0.01,0.02,4251040349,2415,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,2,5,Others,486,AR,282,64,No,No,0.38,3694,615,0,2015,1 -51,146879,0.01,0.02,4251040349,2415,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,2,5,Others,486,AR,282,64,No,No,0.38,5940,742,0,2015,2 -14,7780,0,0.03,4251071770,2416,Yes,PhD or equivalent,Male,Yes,Married,86,\N,1,7,23,Others,158,CO,479,79,No,No,0.84,3238,647,0,2015,1 -14,7780,0,0.03,4251071770,2416,Yes,PhD or equivalent,Male,Yes,Married,86,\N,1,7,23,Others,158,CO,479,79,No,No,0.84,3116,1038,0,2015,2 -30,5808,0.02,0,4251062209,2417,Yes,High School or below,Male,Yes,Single,93,\N,3,5,64,Others,18,MN,482,188,No,Yes,0.05,4772,954,0,2015,1 -30,5808,0.02,0,4251062209,2417,Yes,High School or below,Male,Yes,Single,93,\N,3,5,64,Others,18,MN,482,188,No,Yes,0.05,5066,723,0,2015,2 -60,116709,0,0.01,4251066556,2418,Yes,High School or below,Female,Yes,Single,31,\N,1,2,82,Others,191,MO,179,203,No,No,0.51,5522,920,0,2015,1 -60,116709,0,0.01,4251066556,2418,Yes,High School or below,Female,Yes,Single,31,\N,1,2,82,Others,191,MO,179,203,No,No,0.51,554,554,0,2015,2 -76,114738,0.02,0.02,4251055457,2419,Yes,High School or below,Female,Yes,Single,39,\N,3,0,23,Others,51,SD,182,63,No,No,0.72,184,92,0,2015,1 -76,114738,0.02,0.02,4251055457,2419,Yes,High School or below,Female,Yes,Single,39,\N,3,0,23,Others,51,SD,182,63,No,No,0.72,8029,802,0,2015,2 -38,225638,0,0.03,4251034846,2420,Yes,High School or below,Male,Yes,Single,96,\N,0,6,41,Others,223,TX,379,78,Yes,No,0.17,4508,901,0,2015,1 -38,225638,0,0.03,4251034846,2420,Yes,High School or below,Male,Yes,Single,96,\N,0,6,41,Others,223,TX,379,78,Yes,No,0.17,4529,754,0,2015,2 -54,223667,0.02,0,4251090031,2421,Yes,Bachelor or equivalent,Female,No,Married,104,\N,3,3,82,Others,83,GA,383,188,No,No,0.39,5875,652,0,2015,1 -54,223667,0.02,0,4251090031,2421,Yes,Bachelor or equivalent,Female,No,Married,104,\N,3,3,82,Others,83,GA,383,188,No,No,0.39,5371,767,0,2015,2 -17,84568,0,0.01,4251076532,2422,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,0,1,0,Others,256,ID,80,203,No,No,0.84,1602,534,1,2015,1 -17,84568,0,0.01,4251076532,2422,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,0,1,0,Others,256,ID,80,203,No,No,0.84,2311,577,1,2015,2 -33,82597,0.02,0.02,4251043875,2423,Yes,Master or equivalent,Male,Yes,Single,49,\N,3,6,41,Others,116,NH,83,63,No,No,0.05,7151,794,0,2015,1 -33,82597,0.02,0.02,4251043875,2423,Yes,Master or equivalent,Male,Yes,Single,49,\N,3,6,41,Others,116,NH,83,63,No,No,0.05,2186,546,0,2015,2 -33,82597,0.02,0.02,4251043875,2423,Yes,Master or equivalent,Male,Yes,Single,49,\N,3,6,41,Others,116,NH,83,63,No,No,0.05,1582,791,0,2015,3 -63,193497,0.01,0.03,4251051255,2424,Yes,Master or equivalent,Female,Yes,Married,107,\N,0,4,59,Others,288,NM,280,78,No,No,0.51,4021,670,0,2015,1 -63,193497,0.01,0.03,4251051255,2424,Yes,Master or equivalent,Female,Yes,Married,107,\N,0,4,59,Others,288,NM,280,78,No,No,0.51,4874,696,0,2015,2 -79,191526,0.03,0,4251078491,2425,Yes,High School or below,Female,Yes,Single,115,\N,2,1,0,Others,149,WA,283,188,No,No,0.72,4620,924,0,2015,1 -79,191526,0.03,0,4251078491,2425,Yes,High School or below,Female,Yes,Single,115,\N,2,1,0,Others,149,WA,283,188,No,No,0.72,1866,466,0,2015,2 -41,52426,0.01,0.01,4251092211,2426,Yes,High School or below,Male,No,Single,53,\N,0,7,18,Others,321,WI,480,203,No,No,0.18,4324,864,0,2015,1 -41,52426,0.01,0.01,4251092211,2426,Yes,High School or below,Male,No,Single,53,\N,0,7,18,Others,321,WI,480,203,No,No,0.18,757,378,0,2015,2 -57,50455,0.03,0.02,4251083479,2427,Yes,High School or below,Female,No,Married,60,\N,2,4,58,Others,181,KS,484,63,No,No,0.39,2991,747,0,2015,1 -57,50455,0.03,0.02,4251083479,2427,Yes,High School or below,Female,No,Married,60,\N,2,4,58,Others,181,KS,484,63,No,No,0.39,887,443,0,2015,2 -19,161356,0.01,0.03,4251093567,2428,Yes,High School or below,Male,Yes,Married,118,\N,3,2,77,Others,354,LA,181,78,No,No,0.84,5682,811,0,2015,1 -19,161356,0.01,0.03,4251093567,2428,Yes,High School or below,Male,Yes,Married,118,\N,3,2,77,Others,354,LA,181,78,No,No,0.84,4754,679,0,2015,2 -35,159385,0.03,0,4251024288,2429,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,2,7,17,Others,214,OH,184,188,No,No,0.05,3161,790,0,2015,1 -35,159385,0.03,0,4251024288,2429,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,2,7,17,Others,214,OH,184,188,No,No,0.05,3904,650,0,2015,2 -66,20285,0.01,0.01,4251029857,2430,Yes,Bachelor or equivalent,Female,Yes,Married,63,\N,3,5,36,Others,386,OR,381,203,No,Yes,0.51,6893,861,0,2015,1 -66,20285,0.01,0.01,4251029857,2430,Yes,Bachelor or equivalent,Female,Yes,Married,63,\N,3,5,36,Others,386,OR,381,203,No,Yes,0.51,6769,846,0,2015,2 -66,20285,0.01,0.01,4251029857,2430,Yes,Bachelor or equivalent,Female,Yes,Married,63,\N,3,5,36,Others,386,OR,381,203,No,Yes,0.51,977,977,0,2015,3 -14,18314,0.03,0.02,4251023922,2431,Yes,Master or equivalent,Female,Yes,Single,71,\N,1,2,76,Others,246,AZ,384,63,No,No,0.72,2864,716,0,2015,1 -14,18314,0.03,0.02,4251023922,2431,Yes,Master or equivalent,Female,Yes,Single,71,\N,1,2,76,Others,246,AZ,384,63,No,No,0.72,5053,631,0,2015,2 -44,129214,0.02,0.03,4251023908,2432,Yes,Master or equivalent,Male,Yes,Single,9,\N,3,0,95,Others,419,CA,81,78,No,No,0.18,4622,770,0,2015,1 -44,129214,0.02,0.03,4251023908,2432,Yes,Master or equivalent,Male,Yes,Single,9,\N,3,0,95,Others,419,CA,81,78,No,No,0.18,3770,942,0,2015,2 -60,127243,0.04,0,4251063994,2433,Yes,High School or below,Female,Yes,Married,16,\N,1,5,35,Others,279,MI,85,188,No,No,0.39,2035,508,0,2015,1 -60,127243,0.04,0,4251063994,2433,Yes,High School or below,Female,Yes,Married,16,\N,1,5,35,Others,279,MI,85,188,No,No,0.39,5874,652,0,2015,2 -22,238144,0.02,0.01,4251096868,2434,Yes,High School or below,Male,Yes,Single,74,\N,2,3,54,Others,451,MS,282,203,No,No,0.84,2968,494,0,2015,1 -22,238144,0.02,0.01,4251096868,2434,Yes,High School or below,Male,Yes,Single,74,\N,2,3,54,Others,451,MS,282,203,No,No,0.84,4962,708,0,2015,2 -38,236173,0.04,0.02,4251098161,2435,Yes,High School or below,Male,No,Married,82,\N,1,0,94,Others,311,SD,285,63,No,No,0.05,2900,725,0,2015,1 -38,236173,0.04,0.02,4251098161,2435,Yes,High School or below,Male,No,Married,82,\N,1,0,94,Others,311,SD,285,63,No,No,0.05,2323,464,0,2015,2 -69,97073,0.02,0.03,4251042683,2436,Yes,High School or below,Female,Yes,Married,20,\N,2,6,13,Others,484,TX,482,78,No,No,0.51,4282,856,0,2015,1 -69,97073,0.02,0.03,4251042683,2436,Yes,High School or below,Female,Yes,Married,20,\N,2,6,13,Others,484,TX,482,78,No,No,0.51,3760,626,0,2015,2 -16,95102,0.04,0,4251075018,2437,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,1,4,53,Others,344,GA,485,188,No,No,0.72,3858,771,0,2015,1 -16,95102,0.04,0,4251075018,2437,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,1,4,53,Others,344,GA,485,188,No,No,0.72,3124,781,0,2015,2 -16,95102,0.04,0,4251075018,2437,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,1,4,53,Others,344,GA,485,188,No,No,0.72,629,629,0,2015,3 -47,206003,0.02,0.01,4251020766,2438,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,2,1,72,Others,16,HI,182,203,No,No,0.18,5493,784,0,2015,1 -47,206003,0.02,0.01,4251020766,2438,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,2,1,72,Others,16,HI,182,203,No,No,0.18,2185,437,0,2015,2 -63,204032,0.04,0.02,4251056956,2439,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,0,7,12,Others,376,NV,186,63,No,Yes,0.39,8621,862,0,2015,1 -63,204032,0.04,0.02,4251056956,2439,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,0,7,12,Others,376,NV,186,63,No,Yes,0.39,1549,516,0,2015,2 -25,64932,0.03,0.03,4251045482,2440,Yes,Master or equivalent,Male,No,Single,30,\N,2,4,31,Others,49,NJ,382,78,No,No,0.85,3727,745,0,2015,1 -25,64932,0.03,0.03,4251045482,2440,Yes,Master or equivalent,Male,No,Single,30,\N,2,4,31,Others,49,NJ,382,78,No,No,0.85,5975,853,0,2015,2 -25,64932,0.03,0.03,4251045482,2440,Yes,Master or equivalent,Male,No,Single,30,\N,2,4,31,Others,49,NJ,382,78,No,No,0.85,1423,1423,0,2015,3 -41,62961,0.05,0,4251045979,2441,Yes,High School or below,Male,No,Married,38,\N,0,2,71,Others,409,WA,386,188,No,No,0.06,2974,424,0,2015,1 -41,62961,0.05,0,4251045979,2441,Yes,High School or below,Male,No,Married,38,\N,0,2,71,Others,409,WA,386,188,No,No,0.06,4762,952,0,2015,2 -41,62961,0.05,0,4251045979,2441,Yes,High School or below,Male,No,Married,38,\N,0,2,71,Others,409,WA,386,188,No,No,0.06,518,518,0,2015,3 -71,173861,0.03,0.01,4251059818,2442,Yes,High School or below,Female,Yes,Married,96,\N,1,7,90,Technology Related Job,81,WI,83,203,Yes,No,0.51,1105,276,0,2015,1 -71,173861,0.03,0.01,4251059818,2442,Yes,High School or below,Female,Yes,Married,96,\N,1,7,90,Technology Related Job,81,WI,83,203,Yes,No,0.51,5781,1156,0,2015,2 -71,173861,0.03,0.01,4251059818,2442,Yes,High School or below,Female,Yes,Married,96,\N,1,7,90,Technology Related Job,81,WI,83,203,Yes,No,0.51,1230,1230,0,2015,3 -19,171890,0.05,0.02,4251045990,2443,Yes,High School or below,Male,Yes,Single,103,\N,0,5,30,Others,442,KS,86,63,No,No,0.72,5385,769,0,2015,1 -19,171890,0.05,0.02,4251045990,2443,Yes,High School or below,Male,Yes,Single,103,\N,0,5,30,Others,442,KS,86,63,No,No,0.72,5854,836,0,2015,2 -50,32791,0.03,0.03,4251073045,2444,Yes,High School or below,Female,Yes,Single,41,\N,1,2,48,Technology Related Job,114,KY,283,78,No,No,0.18,5571,1114,0,2015,1 -50,32791,0.03,0.03,4251073045,2444,Yes,High School or below,Female,Yes,Single,41,\N,1,2,48,Technology Related Job,114,KY,283,78,No,No,0.18,5054,722,0,2015,2 -65,30820,0.05,0,4251062481,2445,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,0,0,89,Others,474,ND,286,188,No,No,0.39,5691,813,0,2015,1 -28,141720,0.03,0.01,4251060157,2446,Yes,Bachelor or equivalent,Male,Yes,Single,106,\N,1,5,7,Technology Related Job,147,OK,483,203,No,No,0.85,7448,931,0,2015,1 -28,141720,0.03,0.01,4251060157,2446,Yes,Bachelor or equivalent,Male,Yes,Single,106,\N,1,5,7,Technology Related Job,147,OK,483,203,No,No,0.85,1452,484,0,2015,2 -44,139749,0.06,0.02,4251012731,2447,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,3,3,48,Others,7,AZ,487,63,No,No,0.06,3319,663,0,2015,1 -44,139749,0.06,0.02,4251012731,2447,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,3,3,48,Others,7,AZ,487,63,No,No,0.06,1823,607,0,2015,2 -44,139749,0.06,0.02,4251012731,2447,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,3,3,48,Others,7,AZ,487,63,No,No,0.06,881,881,0,2015,3 -74,649,0.04,0.03,4251098924,2448,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,1,1,66,Technology Related Job,179,CA,184,78,No,No,0.51,6994,777,0,2015,1 -74,649,0.04,0.03,4251098924,2448,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,1,1,66,Technology Related Job,179,CA,184,78,No,No,0.51,4476,895,0,2015,2 -74,649,0.04,0.03,4251098924,2448,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,1,1,66,Technology Related Job,179,CA,184,78,No,No,0.51,251,251,0,2015,3 -22,248678,0.06,0,4251024372,2449,Yes,PhD or equivalent,Male,No,Single,59,\N,3,6,7,Others,39,MI,187,188,No,No,0.72,5200,742,1,2015,1 -22,248678,0.06,0,4251024372,2449,Yes,PhD or equivalent,Male,No,Single,59,\N,3,6,7,Others,39,MI,187,188,No,No,0.72,4203,700,1,2015,2 -52,109579,0.04,0.01,4251090925,2450,Yes,High School or below,Female,Yes,Married,117,\N,0,4,25,Technology Related Job,212,MN,384,203,No,No,0.18,5635,704,1,2015,1 -52,109579,0.04,0.01,4251090925,2450,Yes,High School or below,Female,Yes,Married,117,\N,0,4,25,Technology Related Job,212,MN,384,203,No,No,0.18,2705,541,1,2015,2 -68,107608,0.06,0.02,4251067760,2451,Yes,High School or below,Female,Yes,Single,5,\N,3,1,66,Others,72,SC,387,63,No,No,0.39,4888,698,0,2015,1 -68,107608,0.06,0.02,4251067760,2451,Yes,High School or below,Female,Yes,Single,5,\N,3,1,66,Others,72,SC,387,63,No,No,0.39,1863,465,0,2015,2 -31,218508,0.04,0.03,4251050059,2452,Yes,High School or below,Male,Yes,Single,63,\N,0,7,84,Technology Related Job,244,TN,84,78,No,Yes,0.85,5264,584,0,2015,1 -31,218508,0.04,0.03,4251050059,2452,Yes,High School or below,Male,Yes,Single,63,\N,0,7,84,Technology Related Job,244,TN,84,78,No,Yes,0.85,1241,620,0,2015,2 -47,216537,0.06,0,4251086494,2453,Yes,High School or below,Male,Yes,Married,70,\N,2,4,25,Others,104,FL,88,188,No,No,0.06,958,479,0,2015,1 -47,216537,0.06,0,4251086494,2453,Yes,High School or below,Male,Yes,Married,70,\N,2,4,25,Others,104,FL,88,188,No,No,0.06,2115,705,0,2015,2 -77,77438,0.04,0.01,4251057845,2454,Yes,Bachelor or equivalent,Female,No,Married,8,\N,0,2,43,Technology Related Job,277,HI,285,203,No,No,0.51,866,216,0,2015,1 -77,77438,0.04,0.01,4251057845,2454,Yes,Bachelor or equivalent,Female,No,Married,8,\N,0,2,43,Technology Related Job,277,HI,285,203,No,No,0.51,6107,763,0,2015,2 -25,75466,0.07,0.02,4251037112,2455,Yes,Bachelor or equivalent,Male,No,Married,15,\N,2,7,84,Others,137,NV,288,63,No,No,0.73,3783,756,0,2015,1 -25,75466,0.07,0.02,4251037112,2455,Yes,Bachelor or equivalent,Male,No,Married,15,\N,2,7,84,Others,137,NV,288,63,No,No,0.73,3639,727,0,2015,2 -55,186367,0.05,0.03,4251011003,2456,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,3,5,2,Technology Related Job,309,NH,485,78,No,No,0.18,753,376,0,2015,1 -55,186367,0.05,0.03,4251011003,2456,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,3,5,2,Technology Related Job,309,NH,485,78,No,No,0.18,4179,696,0,2015,2 -71,184396,0.07,0,4251098262,2457,Yes,Master or equivalent,Female,Yes,Single,81,\N,2,2,42,Others,170,VA,488,188,No,No,0.39,202,202,0,2015,1 -71,184396,0.07,0,4251098262,2457,Yes,Master or equivalent,Female,Yes,Single,81,\N,2,2,42,Others,170,VA,488,188,No,No,0.39,4966,993,0,2015,2 -33,45296,0.05,0.01,4251038739,2458,Yes,PhD or equivalent,Male,Yes,Single,19,\N,3,0,61,Technology Related Job,342,WV,185,203,No,No,0.85,2849,949,0,2015,1 -33,45296,0.05,0.01,4251038739,2458,Yes,PhD or equivalent,Male,Yes,Single,19,\N,3,0,61,Technology Related Job,342,WV,185,203,No,No,0.85,4783,683,0,2015,2 -33,45296,0.05,0.01,4251038739,2458,Yes,PhD or equivalent,Male,Yes,Single,19,\N,3,0,61,Technology Related Job,342,WV,185,203,No,No,0.85,1223,1223,0,2015,3 -49,43325,0.07,0.02,4251069745,2459,Yes,High School or below,Male,Yes,Married,26,\N,2,5,1,Others,202,IA,189,63,No,No,0.06,4571,653,0,2015,1 -49,43325,0.07,0.02,4251069745,2459,Yes,High School or below,Male,Yes,Married,26,\N,2,5,1,Others,202,IA,189,63,No,No,0.06,9349,934,0,2015,2 -12,154226,0.05,0.03,4251039637,2460,No,High School or below,Female,No,Single,84,\N,3,3,20,Technology Related Job,374,KY,386,78,No,No,0.52,1925,481,0,2015,1 -12,154226,0.05,0.03,4251039637,2460,No,High School or below,Female,No,Single,84,\N,3,3,20,Technology Related Job,374,KY,386,78,No,No,0.52,3776,755,0,2015,2 -28,152255,0.07,0,4251065266,2461,Yes,High School or below,Male,Yes,Married,92,\N,1,0,60,Others,235,ND,389,188,No,Yes,0.73,2740,391,0,2015,1 -28,152255,0.07,0,4251065266,2461,Yes,High School or below,Male,Yes,Married,92,\N,1,0,60,Others,235,ND,389,188,No,Yes,0.73,2847,949,0,2015,2 -58,13155,0.06,0.01,4251075196,2462,Yes,High School or below,Female,Yes,Married,30,\N,3,6,79,Technology Related Job,407,OH,86,203,No,No,0.18,7577,1082,0,2015,1 -58,13155,0.06,0.01,4251075196,2462,Yes,High School or below,Female,Yes,Married,30,\N,3,6,79,Technology Related Job,407,OH,86,203,No,No,0.18,3164,791,0,2015,2 -74,11184,0,0.02,4251042841,2463,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,1,3,19,Others,267,AK,89,63,No,No,0.39,6961,773,0,2015,1 -74,11184,0,0.02,4251042841,2463,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,1,3,19,Others,267,AK,89,63,No,No,0.39,2024,674,0,2015,2 -36,122084,0.06,0.03,4251099519,2464,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,2,1,38,Technology Related Job,440,AR,286,78,No,No,0.85,3316,414,0,2015,1 -36,122084,0.06,0.03,4251099519,2464,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,2,1,38,Technology Related Job,440,AR,286,78,No,No,0.85,4610,658,0,2015,2 -52,120113,0,0,4251056965,2465,Yes,Master or equivalent,Female,Yes,Single,102,\N,1,7,78,Others,300,MA,290,188,No,No,0.06,1941,388,0,2015,1 -52,120113,0,0,4251056965,2465,Yes,Master or equivalent,Female,Yes,Single,102,\N,1,7,78,Others,300,MA,290,188,No,No,0.06,5359,893,0,2015,2 -14,231014,0.06,0.01,4251065593,2466,Yes,Master or equivalent,Female,Yes,Single,40,\N,2,4,97,Technology Related Job,472,MN,486,203,No,No,0.52,5201,650,0,2015,1 -14,231014,0.06,0.01,4251065593,2466,Yes,Master or equivalent,Female,Yes,Single,40,\N,2,4,97,Technology Related Job,472,MN,486,203,No,No,0.52,1206,1206,0,2015,2 -30,229043,0,0.02,4251016916,2467,Yes,High School or below,Male,Yes,Married,48,\N,1,2,37,Others,332,SC,490,63,Yes,No,0.73,2417,604,1,2015,1 -30,229043,0,0.02,4251016916,2467,Yes,High School or below,Male,Yes,Married,48,\N,1,2,37,Others,332,SC,490,63,Yes,No,0.73,6931,866,1,2015,2 -61,89943,0.06,0.03,4251087729,2468,Yes,High School or below,Female,No,Married,106,\N,2,7,56,Technology Related Job,5,SD,187,78,No,No,0.18,4519,753,0,2015,1 -61,89943,0.06,0.03,4251087729,2468,Yes,High School or below,Female,No,Married,106,\N,2,7,56,Technology Related Job,5,SD,187,78,No,No,0.18,5686,947,0,2015,2 -77,87972,0,0,4251009732,2469,Yes,High School or below,Female,No,Single,113,\N,0,5,96,Others,365,DE,190,188,No,No,0.4,1491,372,0,2015,1 -77,87972,0,0,4251009732,2469,Yes,High School or below,Female,No,Single,113,\N,0,5,96,Others,365,DE,190,188,No,No,0.4,1439,719,0,2015,2 -39,198872,0.07,0.01,4251076664,2470,Yes,High School or below,Male,Yes,Married,51,\N,2,2,15,Technology Related Job,37,GA,387,203,No,No,0.85,2568,428,0,2015,1 -39,198872,0.07,0.01,4251076664,2470,Yes,High School or below,Male,Yes,Married,51,\N,2,2,15,Technology Related Job,37,GA,387,203,No,No,0.85,2955,591,0,2015,2 -55,196901,0.01,0.02,4251022248,2471,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,0,55,Others,397,NE,390,63,No,No,0.06,1955,977,0,2015,1 -55,196901,0.01,0.02,4251022248,2471,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,0,55,Others,397,NE,390,63,No,No,0.06,3475,579,0,2015,2 -55,196901,0.01,0.02,4251022248,2471,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,0,55,Others,397,NE,390,63,No,No,0.06,163,163,0,2015,3 -17,57802,0.07,0.02,4251020306,2472,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,1,5,73,Technology Related Job,70,NH,87,78,No,No,0.52,7649,956,0,2015,1 -17,57802,0.07,0.02,4251020306,2472,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,1,5,73,Technology Related Job,70,NH,87,78,No,No,0.52,5951,661,0,2015,2 -33,55831,0.01,0,4251080920,2473,Yes,Master or equivalent,Male,Yes,Married,4,\N,0,3,14,Others,430,VA,91,188,No,No,0.73,7007,778,0,2015,1 -33,55831,0.01,0,4251080920,2473,Yes,Master or equivalent,Male,Yes,Married,4,\N,0,3,14,Others,430,VA,91,188,No,No,0.73,2857,714,0,2015,2 -64,166731,0.07,0,4251043304,2474,Yes,Master or equivalent,Female,No,Married,62,\N,1,0,32,Technology Related Job,102,WA,288,203,No,Yes,0.19,5021,836,0,2015,1 -64,166731,0.07,0,4251043304,2474,Yes,Master or equivalent,Female,No,Married,62,\N,1,0,32,Technology Related Job,102,WA,288,203,No,Yes,0.19,5038,839,0,2015,2 -79,164760,0.01,0.02,4251017385,2475,Yes,High School or below,Female,Yes,Married,69,\N,3,6,73,Others,463,IN,291,63,No,No,0.4,5377,1075,0,2015,1 -79,164760,0.01,0.02,4251017385,2475,Yes,High School or below,Female,Yes,Married,69,\N,3,6,73,Others,463,IN,291,63,No,No,0.4,4140,828,0,2015,2 -42,25661,0.07,0.02,4251062716,2476,Yes,High School or below,Male,Yes,Married,7,\N,1,4,91,Technology Related Job,135,KS,488,78,No,No,0.85,1766,588,0,2015,1 -42,25661,0.07,0.02,4251062716,2476,Yes,High School or below,Male,Yes,Married,7,\N,1,4,91,Technology Related Job,135,KS,488,78,No,No,0.85,3221,644,0,2015,2 -58,23690,0.01,0,4251067546,2477,Yes,High School or below,Female,Yes,Single,15,\N,3,1,32,Others,495,NC,491,188,No,No,0.06,8201,820,0,2015,1 -58,23690,0.01,0,4251067546,2477,Yes,High School or below,Female,Yes,Single,15,\N,3,1,32,Others,495,NC,491,188,No,No,0.06,1007,503,0,2015,2 -58,23690,0.01,0,4251067546,2477,Yes,High School or below,Female,Yes,Single,15,\N,3,1,32,Others,495,NC,491,188,No,No,0.06,1192,1192,0,2015,3 -20,134590,0,0,4251092553,2478,Yes,High School or below,Male,Yes,Single,73,\N,0,7,50,Technology Related Job,167,OH,188,203,No,No,0.52,821,410,1,2015,1 -20,134590,0,0,4251092553,2478,Yes,High School or below,Male,Yes,Single,73,\N,0,7,50,Technology Related Job,167,OH,188,203,No,No,0.52,5408,772,1,2015,2 -20,134590,0,0,4251092553,2478,Yes,High School or below,Male,Yes,Single,73,\N,0,7,50,Technology Related Job,167,OH,188,203,No,No,0.52,1046,1046,1,2015,3 -36,132619,0.02,0.02,4251074208,2479,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,3,4,91,Others,28,AK,192,63,No,No,0.73,4863,810,0,2015,1 -36,132619,0.02,0.02,4251074208,2479,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,3,4,91,Others,28,AK,192,63,No,No,0.73,7699,769,0,2015,2 -66,243519,0,0.02,4251058388,2480,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,0,2,9,Technology Related Job,200,AR,389,78,No,No,0.19,4211,842,0,2015,1 -66,243519,0,0.02,4251058388,2480,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,0,2,9,Technology Related Job,200,AR,389,78,No,No,0.19,4358,871,0,2015,2 -66,243519,0,0.02,4251058388,2480,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,0,2,9,Technology Related Job,200,AR,389,78,No,No,0.19,588,588,0,2015,3 -14,241548,0.02,0,4251021415,2481,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,3,7,50,Others,60,MD,392,188,No,Yes,0.4,3253,464,0,2015,1 -14,241548,0.02,0,4251021415,2481,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,3,7,50,Others,60,MD,392,188,No,Yes,0.4,1388,347,0,2015,2 -45,102449,0,0,4251068588,2482,Yes,Master or equivalent,Male,Yes,Married,83,\N,0,5,68,Technology Related Job,233,MI,89,203,No,No,0.85,2669,889,0,2015,1 -45,102449,0,0,4251068588,2482,Yes,Master or equivalent,Male,Yes,Married,83,\N,0,5,68,Technology Related Job,233,MI,89,203,No,No,0.85,6446,805,0,2015,2 -60,100478,0.02,0.02,4251053099,2483,Yes,High School or below,Female,No,Single,91,\N,2,2,9,Others,93,RI,92,63,No,No,0.06,2246,449,0,2015,1 -60,100478,0.02,0.02,4251053099,2483,Yes,High School or below,Female,No,Single,91,\N,2,2,9,Others,93,RI,92,63,No,No,0.06,4705,784,0,2015,2 -23,211378,0,0.02,4251079624,2484,Yes,High School or below,Male,Yes,Single,29,\N,0,0,27,Technology Related Job,265,SD,289,78,Yes,No,0.52,2839,473,0,2015,1 -23,211378,0,0.02,4251079624,2484,Yes,High School or below,Male,Yes,Single,29,\N,0,0,27,Technology Related Job,265,SD,289,78,Yes,No,0.52,2523,630,0,2015,2 -39,209407,0.02,0,4251034227,2485,Yes,High School or below,Male,Yes,Single,36,\N,2,5,67,Others,125,DE,293,188,No,No,0.73,4732,591,1,2015,1 -39,209407,0.02,0,4251034227,2485,Yes,High School or below,Male,Yes,Single,36,\N,2,5,67,Others,125,DE,293,188,No,No,0.73,3017,502,1,2015,2 -69,70307,0.01,0,4251036094,2486,Yes,High School or below,Female,Yes,Single,94,\N,3,3,86,Technology Related Job,298,GA,490,203,No,No,0.19,6479,809,0,2015,1 -69,70307,0.01,0,4251036094,2486,Yes,High School or below,Female,Yes,Single,94,\N,3,3,86,Technology Related Job,298,GA,490,203,No,No,0.19,2149,429,0,2015,2 -69,70307,0.01,0,4251036094,2486,Yes,High School or below,Female,Yes,Single,94,\N,3,3,86,Technology Related Job,298,GA,490,203,No,No,0.19,1145,1145,0,2015,3 -17,68336,0.03,0.02,4251062910,2487,Yes,High School or below,Female,Yes,Married,102,\N,2,0,26,Others,158,MT,493,63,No,No,0.4,4328,1082,0,2015,1 -17,68336,0.03,0.02,4251062910,2487,Yes,High School or below,Female,Yes,Married,102,\N,2,0,26,Others,158,MT,493,63,No,No,0.4,657,657,0,2015,2 -19,123294,0.06,0.02,4251038933,2488,Yes,Bachelor or equivalent,Female,No,Single,72,\N,3,2,96,Others,334,ME,92,98,No,No,0.93,1610,402,0,2015,1 -19,123294,0.06,0.02,4251038933,2488,Yes,Bachelor or equivalent,Female,No,Single,72,\N,3,2,96,Others,334,ME,92,98,No,No,0.93,310,155,0,2015,2 -50,234194,0.04,0.02,4251090111,2489,Yes,Bachelor or equivalent,Male,Yes,Single,10,\N,0,0,14,Technology Related Job,6,MA,289,113,No,No,0.39,1610,536,0,2015,1 -50,234194,0.04,0.02,4251090111,2489,Yes,Bachelor or equivalent,Male,Yes,Single,10,\N,0,0,14,Technology Related Job,6,MA,289,113,No,No,0.39,11300,807,0,2015,2 -65,232223,0.06,0,4251089991,2490,No,Bachelor or equivalent,Male,Yes,Married,18,\N,3,6,55,Technology Related Job,367,PA,292,223,No,No,0.6,3580,1193,0,2015,1 -65,232223,0.06,0,4251089991,2490,No,Bachelor or equivalent,Male,Yes,Married,18,\N,3,6,55,Technology Related Job,367,PA,292,223,No,No,0.6,5401,1080,0,2015,2 -28,93124,0.05,0,4251068353,2491,Yes,Master or equivalent,Female,Yes,Married,76,\N,0,3,73,Technology Related Job,39,RI,489,238,No,No,0.05,1421,1421,0,2015,1 -28,93124,0.05,0,4251068353,2491,Yes,Master or equivalent,Female,Yes,Married,76,\N,0,3,73,Technology Related Job,39,RI,489,238,No,No,0.05,1922,961,0,2015,2 -28,93124,0.05,0,4251068353,2491,Yes,Master or equivalent,Female,Yes,Married,76,\N,0,3,73,Technology Related Job,39,RI,489,238,No,No,0.05,1365,1365,0,2015,3 -44,91153,0.07,0.02,4251058656,2492,Yes,High School or below,Male,Yes,Married,83,\N,3,1,14,Technology Related Job,399,CO,493,98,No,Yes,0.26,6846,855,0,2015,1 -44,91153,0.07,0.02,4251058656,2492,Yes,High School or below,Male,Yes,Married,83,\N,3,1,14,Technology Related Job,399,CO,493,98,No,Yes,0.26,3228,807,0,2015,2 -44,91153,0.07,0.02,4251058656,2492,Yes,High School or below,Male,Yes,Married,83,\N,3,1,14,Technology Related Job,399,CO,493,98,No,Yes,0.26,6,6,0,2015,3 -74,202053,0.05,0.02,4251091784,2493,Yes,High School or below,Female,No,Married,21,\N,0,6,32,Technology Related Job,72,DE,190,113,No,No,0.72,2243,1121,0,2015,1 -74,202053,0.05,0.02,4251091784,2493,Yes,High School or below,Female,No,Married,21,\N,0,6,32,Technology Related Job,72,DE,190,113,No,No,0.72,5461,910,0,2015,2 -22,200082,0.07,0,4251084026,2494,Yes,High School or below,Female,Yes,Single,29,\N,2,4,73,Technology Related Job,432,MO,193,223,No,No,0.93,6217,888,0,2015,1 -22,200082,0.07,0,4251084026,2494,Yes,High School or below,Female,Yes,Single,29,\N,2,4,73,Technology Related Job,432,MO,193,223,No,No,0.93,2901,414,0,2015,2 -52,60982,0.05,0,4251084053,2495,Yes,High School or below,Male,Yes,Single,87,\N,3,1,91,Technology Related Job,104,NE,390,238,No,No,0.39,3962,396,0,2015,1 -52,60982,0.05,0,4251084053,2495,Yes,High School or below,Male,Yes,Single,87,\N,3,1,91,Technology Related Job,104,NE,390,238,No,No,0.39,1307,653,0,2015,2 -68,59011,0.07,0.02,4251086305,2496,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,2,7,31,Technology Related Job,464,UT,393,98,No,No,0.6,4287,1071,0,2015,1 -68,59011,0.07,0.02,4251086305,2496,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,2,7,31,Technology Related Job,464,UT,393,98,No,No,0.6,2951,491,0,2015,2 -68,59011,0.07,0.02,4251086305,2496,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,2,7,31,Technology Related Job,464,UT,393,98,No,No,0.6,307,307,0,2015,3 -31,169912,0.05,0.02,4251030971,2497,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,3,4,50,Technology Related Job,137,VA,90,113,No,No,0.05,5726,818,1,2015,1 -31,169912,0.05,0.02,4251030971,2497,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,3,4,50,Technology Related Job,137,VA,90,113,No,No,0.05,4989,623,1,2015,2 -46,167941,0,0,4251059890,2498,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,2,2,90,Technology Related Job,497,ID,94,223,No,No,0.27,5262,877,0,2015,1 -46,167941,0,0,4251059890,2498,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,2,2,90,Technology Related Job,497,ID,94,223,No,No,0.27,3248,649,0,2015,2 -77,28841,0.06,0,4251045081,2499,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,3,7,9,Technology Related Job,169,IN,291,238,No,No,0.72,5315,885,0,2015,1 -77,28841,0.06,0,4251045081,2499,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,3,7,9,Technology Related Job,169,IN,291,238,No,No,0.72,4375,729,0,2015,2 -25,26870,0,0.01,4251055484,2500,Yes,PhD or equivalent,Female,Yes,Single,105,\N,1,5,49,Technology Related Job,29,NM,294,98,No,No,0.93,5260,751,0,2015,1 -25,26870,0,0.01,4251055484,2500,Yes,PhD or equivalent,Female,Yes,Single,105,\N,1,5,49,Technology Related Job,29,NM,294,98,No,No,0.93,2160,720,0,2015,2 -55,137770,0.06,0.02,4251097908,2501,Yes,High School or below,Male,Yes,Single,43,\N,3,3,68,Technology Related Job,202,NC,491,113,No,No,0.39,5032,838,0,2015,1 -55,137770,0.06,0.02,4251097908,2501,Yes,High School or below,Male,Yes,Single,43,\N,3,3,68,Technology Related Job,202,NC,491,113,No,No,0.39,1223,611,0,2015,2 -71,135799,0,0.03,4251089353,2502,Yes,High School or below,Male,No,Single,50,\N,1,0,8,Technology Related Job,62,WY,494,223,No,No,0.6,1931,965,0,2015,1 -71,135799,0,0.03,4251089353,2502,Yes,High School or below,Male,No,Single,50,\N,1,0,8,Technology Related Job,62,WY,494,223,No,No,0.6,3784,756,0,2015,2 -33,246700,0.06,0,4251057394,2503,Yes,High School or below,Female,Yes,Single,108,\N,2,6,27,Technology Related Job,234,AK,191,238,No,No,0.06,3412,853,0,2015,1 -33,246700,0.06,0,4251057394,2503,Yes,High School or below,Female,Yes,Single,108,\N,2,6,27,Technology Related Job,234,AK,191,238,No,No,0.06,4014,573,0,2015,2 -49,244729,0,0.01,4251027048,2504,Yes,High School or below,Male,Yes,Married,116,\N,1,3,67,Technology Related Job,95,LA,195,98,No,No,0.27,4332,1083,0,2015,1 -49,244729,0,0.01,4251027048,2504,Yes,High School or below,Male,Yes,Married,116,\N,1,3,67,Technology Related Job,95,LA,195,98,No,No,0.27,1832,916,0,2015,2 -12,105629,0.06,0.02,4251070451,2505,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,2,1,86,Technology Related Job,267,MD,392,113,No,Yes,0.72,2991,598,0,2015,1 -12,105629,0.06,0.02,4251070451,2505,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,2,1,86,Technology Related Job,267,MD,392,113,No,Yes,0.72,5288,661,0,2015,2 -12,105629,0.06,0.02,4251070451,2505,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,2,1,86,Technology Related Job,267,MD,392,113,No,Yes,0.72,560,560,0,2015,3 -28,103658,0.01,0.03,4251020141,2506,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,1,6,26,Technology Related Job,127,OR,395,223,No,No,0.93,3363,672,0,2015,1 -28,103658,0.01,0.03,4251020141,2506,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,1,6,26,Technology Related Job,127,OR,395,223,No,No,0.93,3922,980,0,2015,2 -58,214559,0.07,0,4251090054,2507,Yes,Bachelor or equivalent,Male,No,Married,119,\N,2,4,45,Technology Related Job,299,RI,92,238,No,No,0.39,4822,482,0,2015,1 -58,214559,0.07,0,4251090054,2507,Yes,Bachelor or equivalent,Male,No,Married,119,\N,2,4,45,Technology Related Job,299,RI,92,238,No,No,0.39,4161,1040,0,2015,2 -74,212587,0.01,0.01,4251038708,2508,Yes,Master or equivalent,Female,Yes,Single,6,\N,0,1,85,Technology Related Job,160,CO,95,98,No,No,0.6,6327,632,0,2015,1 -74,212587,0.01,0.01,4251038708,2508,Yes,Master or equivalent,Female,Yes,Single,6,\N,0,1,85,Technology Related Job,160,CO,95,98,No,No,0.6,1066,355,0,2015,2 -36,73488,0.07,0.02,4251076064,2509,Yes,PhD or equivalent,Female,Yes,Single,64,\N,2,7,4,Technology Related Job,332,DE,292,113,No,No,0.06,478,478,1,2015,1 -36,73488,0.07,0.02,4251076064,2509,Yes,PhD or equivalent,Female,Yes,Single,64,\N,2,7,4,Technology Related Job,332,DE,292,113,No,No,0.06,3730,932,1,2015,2 -52,71517,0.01,0.03,4251018122,2510,Yes,High School or below,Male,Yes,Married,72,\N,0,4,44,Technology Related Job,192,MS,296,223,No,No,0.27,4659,931,0,2015,1 -52,71517,0.01,0.03,4251018122,2510,Yes,High School or below,Male,Yes,Married,72,\N,0,4,44,Technology Related Job,192,MS,296,223,No,No,0.27,2644,661,0,2015,2 -14,182417,0.07,0,4251059389,2511,Yes,High School or below,Female,Yes,Married,10,\N,1,2,63,Non-technology Related Job,365,MT,492,238,No,No,0.72,5036,503,0,2015,1 -14,182417,0.07,0,4251059389,2511,Yes,High School or below,Female,Yes,Married,10,\N,1,2,63,Non-technology Related Job,365,MT,492,238,No,No,0.72,5789,643,0,2015,2 -30,180446,0.01,0.01,4251042244,2512,Yes,High School or below,Female,Yes,Married,17,\N,0,7,3,Technology Related Job,225,TX,496,97,No,No,0.93,2481,620,0,2015,1 -30,180446,0.01,0.01,4251042244,2512,Yes,High School or below,Female,Yes,Married,17,\N,0,7,3,Technology Related Job,225,TX,496,97,No,No,0.93,5519,689,0,2015,2 -30,180446,0.01,0.01,4251042244,2512,Yes,High School or below,Female,Yes,Married,17,\N,0,7,3,Technology Related Job,225,TX,496,97,No,No,0.93,159,159,0,2015,3 -61,41347,0,0.02,4251084607,2513,Yes,High School or below,Male,Yes,Married,75,\N,1,5,21,Non-technology Related Job,397,VT,193,112,No,No,0.39,2249,749,0,2015,1 -61,41347,0,0.02,4251084607,2513,Yes,High School or below,Male,Yes,Married,75,\N,1,5,21,Non-technology Related Job,397,VT,193,112,No,No,0.39,5881,980,0,2015,2 -77,39376,0.02,0.03,4251046631,2514,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,3,2,62,Technology Related Job,257,ID,196,222,No,Yes,0.6,5686,812,0,2015,1 -77,39376,0.02,0.03,4251046631,2514,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,3,2,62,Technology Related Job,257,ID,196,222,No,Yes,0.6,2923,730,0,2015,2 -39,150276,0,0,4251079957,2515,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,1,0,80,Non-technology Related Job,430,IN,393,237,No,No,0.06,2581,860,0,2015,1 -39,150276,0,0,4251079957,2515,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,1,0,80,Non-technology Related Job,430,IN,393,237,No,No,0.06,2948,737,0,2015,2 -55,148305,0.02,0.01,4251030635,2516,Yes,Master or equivalent,Male,No,Married,28,\N,3,5,21,Technology Related Job,290,NJ,396,97,No,No,0.27,3419,683,0,2015,1 -55,148305,0.02,0.01,4251030635,2516,Yes,Master or equivalent,Male,No,Married,28,\N,3,5,21,Technology Related Job,290,NJ,396,97,No,No,0.27,2849,949,0,2015,2 -17,9205,0,0.02,4251094731,2517,Yes,Master or equivalent,Female,Yes,Single,86,\N,0,3,39,Non-technology Related Job,462,NY,93,112,No,No,0.73,3468,495,0,2015,1 -17,9205,0,0.02,4251094731,2517,Yes,Master or equivalent,Female,Yes,Single,86,\N,0,3,39,Non-technology Related Job,462,NY,93,112,No,No,0.73,6405,800,0,2015,2 -33,7234,0.02,0.03,4251034358,2518,Yes,High School or below,Female,Yes,Married,93,\N,3,1,80,Technology Related Job,322,WI,97,222,No,No,0.94,2312,462,0,2015,1 -33,7234,0.02,0.03,4251034358,2518,Yes,High School or below,Female,Yes,Married,93,\N,3,1,80,Technology Related Job,322,WI,97,222,No,No,0.94,3751,750,0,2015,2 -64,118135,0,0,4251095733,2519,Yes,High School or below,Male,Yes,Married,31,\N,0,6,98,Non-technology Related Job,495,AL,294,237,No,No,0.39,2624,656,0,2015,1 -64,118135,0,0,4251095733,2519,Yes,High School or below,Male,Yes,Married,31,\N,0,6,98,Non-technology Related Job,495,AL,294,237,No,No,0.39,985,985,0,2015,2 -79,116164,0.02,0.01,4251040719,2520,Yes,High School or below,Female,Yes,Single,39,\N,3,4,39,Technology Related Job,355,LA,297,97,No,No,0.6,4337,722,0,2015,1 -79,116164,0.02,0.01,4251040719,2520,Yes,High School or below,Female,Yes,Single,39,\N,3,4,39,Technology Related Job,355,LA,297,97,No,No,0.6,7089,886,0,2015,2 -42,227064,0.01,0.02,4251075753,2521,Yes,High School or below,Male,No,Single,97,\N,0,1,57,Non-technology Related Job,27,MD,494,112,Yes,No,0.06,945,472,0,2015,1 -42,227064,0.01,0.02,4251075753,2521,Yes,High School or below,Male,No,Single,97,\N,0,1,57,Non-technology Related Job,27,MD,494,112,Yes,No,0.06,3405,851,0,2015,2 -58,225093,0.03,0.03,4251099350,2522,Yes,Bachelor or equivalent,Male,No,Single,104,\N,2,7,98,Technology Related Job,388,OK,497,222,No,No,0.27,3373,843,0,2015,1 -58,225093,0.03,0.03,4251099350,2522,Yes,Bachelor or equivalent,Male,No,Single,104,\N,2,7,98,Technology Related Job,388,OK,497,222,No,No,0.27,7804,780,0,2015,2 -20,85993,0.01,0,4251035440,2523,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,0,4,16,Non-technology Related Job,60,PA,194,237,No,No,0.73,1478,739,1,2015,1 -20,85993,0.01,0,4251035440,2523,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,0,4,16,Non-technology Related Job,60,PA,194,237,No,No,0.73,1117,372,1,2015,2 -20,85993,0.01,0,4251035440,2523,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,0,4,16,Non-technology Related Job,60,PA,194,237,No,No,0.73,800,800,1,2015,3 -36,84022,0.03,0.01,4251055172,2524,Yes,Master or equivalent,Female,Yes,Married,49,\N,2,2,57,Technology Related Job,420,CA,198,97,No,No,0.94,6264,696,0,2015,2 -66,194923,0.01,0.02,4251099363,2525,Yes,Master or equivalent,Male,Yes,Married,107,\N,3,7,75,Non-technology Related Job,93,CT,395,112,No,No,0.39,451,451,0,2015,1 -66,194923,0.01,0.02,4251099363,2525,Yes,Master or equivalent,Male,Yes,Married,107,\N,3,7,75,Non-technology Related Job,93,CT,395,112,No,No,0.39,1860,620,0,2015,2 -66,194923,0.01,0.02,4251099363,2525,Yes,Master or equivalent,Male,Yes,Married,107,\N,3,7,75,Non-technology Related Job,93,CT,395,112,No,No,0.39,551,551,0,2015,3 -14,192952,0.03,0.03,4251021116,2526,Yes,High School or below,Female,Yes,Single,115,\N,2,5,15,Technology Related Job,453,MS,398,222,No,No,0.6,2550,850,0,2015,1 -14,192952,0.03,0.03,4251021116,2526,Yes,High School or below,Female,Yes,Single,115,\N,2,5,15,Technology Related Job,453,MS,398,222,No,No,0.6,2017,504,0,2015,2 -45,53852,0.01,0,4251028114,2527,Yes,High School or below,Male,Yes,Married,53,\N,3,2,34,Non-technology Related Job,125,MT,95,237,No,Yes,0.06,3160,632,1,2015,1 -45,53852,0.01,0,4251028114,2527,Yes,High School or below,Male,Yes,Married,53,\N,3,2,34,Non-technology Related Job,125,MT,95,237,No,Yes,0.06,7385,820,1,2015,2 -60,51881,0.03,0.01,4251091964,2528,Yes,High School or below,Male,Yes,Single,60,\N,2,0,74,Technology Related Job,485,TX,98,97,No,No,0.27,5023,837,0,2015,1 -60,51881,0.03,0.01,4251091964,2528,Yes,High School or below,Male,Yes,Single,60,\N,2,0,74,Technology Related Job,485,TX,98,97,No,No,0.27,8326,693,0,2015,2 -23,162782,0.02,0.02,4251076397,2529,Yes,High School or below,Female,Yes,Single,118,\N,3,6,93,Non-technology Related Job,158,UT,295,112,No,No,0.73,4403,1100,1,2015,1 -23,162782,0.02,0.02,4251076397,2529,Yes,High School or below,Female,Yes,Single,118,\N,3,6,93,Non-technology Related Job,158,UT,295,112,No,No,0.73,4977,711,1,2015,2 -39,160811,0.04,0.03,4251034804,2530,Yes,Bachelor or equivalent,Female,No,Married,6,\N,1,3,33,Technology Related Job,18,HI,299,222,No,No,0.94,6091,870,0,2015,1 -39,160811,0.04,0.03,4251034804,2530,Yes,Bachelor or equivalent,Female,No,Married,6,\N,1,3,33,Technology Related Job,18,HI,299,222,No,No,0.94,1916,383,0,2015,2 -69,21711,0.02,0,4251028022,2531,Yes,Bachelor or equivalent,Male,Yes,Married,63,\N,3,1,52,Non-technology Related Job,190,IL,496,237,No,No,0.39,4558,911,0,2015,1 -69,21711,0.02,0,4251028022,2531,Yes,Bachelor or equivalent,Male,Yes,Married,63,\N,3,1,52,Non-technology Related Job,190,IL,496,237,No,No,0.39,4348,869,0,2015,2 -17,19740,0.04,0.01,4251057749,2532,Yes,Bachelor or equivalent,Female,Yes,Married,71,\N,1,6,92,Technology Related Job,50,NJ,499,97,No,No,0.61,3077,615,0,2015,1 -17,19740,0.04,0.01,4251057749,2532,Yes,Bachelor or equivalent,Female,Yes,Married,71,\N,1,6,92,Technology Related Job,50,NJ,499,97,No,No,0.61,7442,930,0,2015,2 -47,130640,0.02,0.02,4251016053,2533,Yes,Master or equivalent,Male,Yes,Married,9,\N,2,4,11,Non-technology Related Job,223,NY,196,112,No,No,0.06,2512,628,0,2015,1 -47,130640,0.02,0.02,4251016053,2533,Yes,Master or equivalent,Male,Yes,Married,9,\N,2,4,11,Non-technology Related Job,223,NY,196,112,No,No,0.06,5179,739,0,2015,2 -63,128669,0.04,0.03,4251040013,2534,Yes,High School or below,Male,Yes,Single,16,\N,1,1,51,Technology Related Job,83,WI,199,222,No,Yes,0.27,2008,1004,0,2015,1 -63,128669,0.04,0.03,4251040013,2534,Yes,High School or below,Male,Yes,Single,16,\N,1,1,51,Technology Related Job,83,WI,199,222,No,Yes,0.27,3600,720,0,2015,2 -26,239570,0.02,0,4251032699,2535,Yes,High School or below,Female,No,Single,74,\N,2,7,70,Non-technology Related Job,255,WY,396,237,No,No,0.73,16662,980,0,2015,1 -26,239570,0.02,0,4251032699,2535,Yes,High School or below,Female,No,Single,74,\N,2,7,70,Non-technology Related Job,255,WY,396,237,No,No,0.73,1737,868,0,2015,2 -42,237599,0.04,0.01,4251072674,2536,No,High School or below,Female,No,Married,82,\N,0,4,10,Technology Related Job,115,KY,399,97,No,No,0.94,3583,597,0,2015,1 -42,237599,0.04,0.01,4251072674,2536,No,High School or below,Female,No,Married,82,\N,0,4,10,Technology Related Job,115,KY,399,97,No,No,0.94,2141,713,0,2015,2 -72,98499,0.03,0.02,4251017937,2537,Yes,High School or below,Male,Yes,Married,20,\N,2,2,29,Non-technology Related Job,288,ME,96,112,No,No,0.4,2901,725,0,2015,1 -72,98499,0.03,0.02,4251017937,2537,Yes,High School or below,Male,Yes,Married,20,\N,2,2,29,Non-technology Related Job,288,ME,96,112,No,No,0.4,2345,586,0,2015,2 -20,96528,0.05,0.03,4251049953,2538,Yes,High School or below,Female,Yes,Married,27,\N,0,7,69,Technology Related Job,148,OK,100,222,No,No,0.61,2915,971,1,2015,1 -20,96528,0.05,0.03,4251049953,2538,Yes,High School or below,Female,Yes,Married,27,\N,0,7,69,Technology Related Job,148,OK,100,222,No,No,0.61,2675,668,1,2015,2 -50,207428,0.03,0,4251053236,2539,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,1,5,88,Non-technology Related Job,320,PA,297,237,No,No,0.06,2259,564,0,2015,1 -50,207428,0.03,0,4251053236,2539,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,1,5,88,Non-technology Related Job,320,PA,297,237,No,No,0.06,2071,414,0,2015,2 -66,205457,0.05,0.01,4251041582,2540,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,0,2,28,Technology Related Job,181,CA,300,97,No,No,0.27,3686,737,0,2015,1 -66,205457,0.05,0.01,4251041582,2540,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,0,2,28,Technology Related Job,181,CA,300,97,No,No,0.27,5400,900,0,2015,2 -28,66358,0.03,0.02,4251096566,2541,Yes,Bachelor or equivalent,Female,No,Single,30,\N,1,0,46,Non-technology Related Job,353,CO,497,112,No,No,0.73,2510,836,0,2015,1 -28,66358,0.03,0.02,4251096566,2541,Yes,Bachelor or equivalent,Female,No,Single,30,\N,1,0,46,Non-technology Related Job,353,CO,497,112,No,No,0.73,2225,741,0,2015,2 -44,64387,0.05,0.03,4251029813,2542,Yes,PhD or equivalent,Male,Yes,Married,38,\N,0,5,87,Technology Related Job,213,MN,0,222,No,No,0.94,3167,1055,0,2015,1 -44,64387,0.05,0.03,4251029813,2542,Yes,PhD or equivalent,Male,Yes,Married,38,\N,0,5,87,Technology Related Job,213,MN,0,222,No,No,0.94,5004,834,0,2015,2 -75,175287,0.03,0,4251089201,2543,Yes,High School or below,Female,Yes,Single,96,\N,1,3,5,Non-technology Related Job,386,MO,197,237,No,No,0.4,1657,414,1,2015,1 -75,175287,0.03,0,4251089201,2543,Yes,High School or below,Female,Yes,Single,96,\N,1,3,5,Non-technology Related Job,386,MO,197,237,No,No,0.4,3687,1229,1,2015,2 -23,173316,0.05,0.01,4251038865,2544,Yes,High School or below,Female,Yes,Married,103,\N,3,0,46,Technology Related Job,246,TN,201,97,No,No,0.61,2862,954,0,2015,1 -23,173316,0.05,0.01,4251038865,2544,Yes,High School or below,Female,Yes,Married,103,\N,3,0,46,Technology Related Job,246,TN,201,97,No,No,0.61,1807,451,0,2015,2 -53,34216,0.04,0.02,4251035072,2545,Yes,High School or below,Male,Yes,Married,41,\N,1,6,64,Non-technology Related Job,418,UT,398,112,No,No,0.06,1314,657,0,2015,1 -53,34216,0.04,0.02,4251035072,2545,Yes,High School or below,Male,Yes,Married,41,\N,1,6,64,Non-technology Related Job,418,UT,398,112,No,No,0.06,926,926,0,2015,2 -53,34216,0.04,0.02,4251035072,2545,Yes,High School or below,Male,Yes,Married,41,\N,1,6,64,Non-technology Related Job,418,UT,398,112,No,No,0.06,651,651,0,2015,3 -69,32245,0.06,0.03,4251074711,2546,Yes,High School or below,Male,Yes,Single,49,\N,3,4,5,Technology Related Job,278,HI,401,222,Yes,No,0.28,5776,1155,0,2015,1 -69,32245,0.06,0.03,4251074711,2546,Yes,High School or below,Male,Yes,Single,49,\N,3,4,5,Technology Related Job,278,HI,401,222,Yes,No,0.28,4289,612,0,2015,2 -31,143146,0.04,0,4251024841,2547,Yes,High School or below,Female,Yes,Single,107,\N,0,1,23,Non-technology Related Job,451,ID,98,237,No,No,0.73,6723,840,0,2015,1 -31,143146,0.04,0,4251024841,2547,Yes,High School or below,Female,Yes,Single,107,\N,0,1,23,Non-technology Related Job,451,ID,98,237,No,No,0.73,4620,924,0,2015,2 -47,141175,0.06,0.01,4251044513,2548,Yes,Bachelor or equivalent,Male,Yes,Single,114,\N,3,7,64,Technology Related Job,311,NH,101,97,No,No,0.94,7136,892,0,2015,1 -47,141175,0.06,0.01,4251044513,2548,Yes,Bachelor or equivalent,Male,Yes,Single,114,\N,3,7,64,Technology Related Job,311,NH,101,97,No,No,0.94,3103,1034,0,2015,2 -78,2075,0.04,0.02,4251031677,2549,Yes,Bachelor or equivalent,Female,No,Single,52,\N,0,4,82,Non-technology Related Job,483,NM,298,112,No,Yes,0.4,2142,714,0,2015,1 -78,2075,0.04,0.02,4251031677,2549,Yes,Bachelor or equivalent,Female,No,Single,52,\N,0,4,82,Non-technology Related Job,483,NM,298,112,No,Yes,0.4,2204,551,0,2015,2 -25,104,0.06,0.03,4251098069,2550,Yes,Master or equivalent,Female,No,Married,59,\N,3,2,23,Technology Related Job,343,WV,302,222,No,No,0.61,4704,784,1,2015,1 -25,104,0.06,0.03,4251098069,2550,Yes,Master or equivalent,Female,No,Married,59,\N,3,2,23,Technology Related Job,343,WV,302,222,No,No,0.61,6768,846,1,2015,2 -56,111005,0.04,0,4251050180,2551,Yes,PhD or equivalent,Male,Yes,Married,117,\N,0,7,41,Non-technology Related Job,16,WY,499,237,No,No,0.07,4505,901,0,2015,1 -56,111005,0.04,0,4251050180,2551,Yes,PhD or equivalent,Male,Yes,Married,117,\N,0,7,41,Non-technology Related Job,16,WY,499,237,No,No,0.07,1639,546,0,2015,2 -72,109034,0.06,0.01,4251067553,2552,Yes,High School or below,Male,Yes,Single,5,\N,2,5,82,Technology Related Job,376,KY,2,97,No,No,0.28,6282,897,0,2015,1 -72,109034,0.06,0.01,4251067553,2552,Yes,High School or below,Male,Yes,Single,5,\N,2,5,82,Technology Related Job,376,KY,2,97,No,No,0.28,380,380,0,2015,2 -34,219934,0.05,0.02,4251021217,2553,Yes,High School or below,Female,Yes,Married,63,\N,0,2,0,Non-technology Related Job,48,LA,199,112,No,No,0.73,4184,836,0,2015,1 -34,219934,0.05,0.02,4251021217,2553,Yes,High School or below,Female,Yes,Married,63,\N,0,2,0,Non-technology Related Job,48,LA,199,112,No,No,0.73,6518,931,0,2015,2 -50,217963,0.07,0.03,4251031256,2554,Yes,High School or below,Male,Yes,Single,70,\N,2,0,40,Technology Related Job,408,OH,202,222,No,No,0.94,6343,704,0,2015,1 -50,217963,0.07,0.03,4251031256,2554,Yes,High School or below,Male,Yes,Single,70,\N,2,0,40,Technology Related Job,408,OH,202,222,No,No,0.94,3062,1020,0,2015,2 -12,78863,0.05,0,4251083689,2555,Yes,High School or below,Female,No,Single,8,\N,3,5,59,Non-technology Related Job,81,OR,399,237,No,No,0.4,2610,652,0,2015,1 -12,78863,0.05,0,4251083689,2555,Yes,High School or below,Female,No,Single,8,\N,3,5,59,Non-technology Related Job,81,OR,399,237,No,No,0.4,4167,694,0,2015,2 -28,76892,0.07,0.01,4251043176,2556,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,2,3,99,Technology Related Job,441,AR,403,97,No,Yes,0.61,1623,405,0,2015,1 -28,76892,0.07,0.01,4251043176,2556,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,2,3,99,Technology Related Job,441,AR,403,97,No,Yes,0.61,1832,916,0,2015,2 -28,76892,0.07,0.01,4251043176,2556,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,2,3,99,Technology Related Job,441,AR,403,97,No,Yes,0.61,258,258,0,2015,3 -59,187793,0.05,0.01,4251097193,2557,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,3,1,18,Non-technology Related Job,113,CO,100,112,No,No,0.07,2437,812,0,2015,1 -59,187793,0.05,0.01,4251097193,2557,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,3,1,18,Non-technology Related Job,113,CO,100,112,No,No,0.07,3742,534,0,2015,2 -59,187793,0.05,0.01,4251097193,2557,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,3,1,18,Non-technology Related Job,113,CO,100,112,No,No,0.07,1215,1215,0,2015,3 -74,185822,0.07,0.03,4251038401,2558,Yes,Master or equivalent,Male,Yes,Married,81,\N,1,6,58,Technology Related Job,474,MN,103,222,No,No,0.28,3084,771,0,2015,1 -74,185822,0.07,0.03,4251038401,2558,Yes,Master or equivalent,Male,Yes,Married,81,\N,1,6,58,Technology Related Job,474,MN,103,222,No,No,0.28,2774,924,0,2015,2 -37,46722,0.05,0.03,4251097589,2559,Yes,Master or equivalent,Female,Yes,Married,19,\N,3,4,77,Non-technology Related Job,146,MS,300,237,No,No,0.73,4866,811,1,2015,1 -37,46722,0.05,0.03,4251097589,2559,Yes,Master or equivalent,Female,Yes,Married,19,\N,3,4,77,Non-technology Related Job,146,MS,300,237,No,No,0.73,4015,803,1,2015,2 -53,44751,0.07,0.01,4251090897,2560,Yes,High School or below,Male,Yes,Single,26,\N,1,1,17,Technology Related Job,6,SD,303,97,No,No,0.94,2628,657,0,2015,1 -53,44751,0.07,0.01,4251090897,2560,Yes,High School or below,Male,Yes,Single,26,\N,1,1,17,Technology Related Job,6,SD,303,97,No,No,0.94,4371,874,0,2015,2 -15,155651,0.06,0.01,4251087967,2561,Yes,High School or below,Female,Yes,Single,84,\N,2,7,36,Non-technology Related Job,179,TX,0,112,No,No,0.4,1994,498,0,2015,1 -15,155651,0.06,0.01,4251087967,2561,Yes,High School or below,Female,Yes,Single,84,\N,2,7,36,Non-technology Related Job,179,TX,0,112,No,No,0.4,1833,458,0,2015,2 -31,153680,0,0.03,4251022807,2562,Yes,High School or below,Female,Yes,Married,92,\N,1,4,76,Technology Related Job,39,GA,3,222,No,No,0.61,4254,850,0,2015,1 -31,153680,0,0.03,4251022807,2562,Yes,High School or below,Female,Yes,Married,92,\N,1,4,76,Technology Related Job,39,GA,3,222,No,No,0.61,5515,919,0,2015,2 -31,153680,0,0.03,4251022807,2562,Yes,High School or below,Female,Yes,Married,92,\N,1,4,76,Technology Related Job,39,GA,3,222,No,No,0.61,2440,1220,0,2015,3 -61,14581,0.06,0.03,4251096345,2563,Yes,High School or below,Male,Yes,Single,30,\N,2,2,95,Non-technology Related Job,211,ID,200,237,Yes,No,0.07,1624,541,0,2015,1 -61,14581,0.06,0.03,4251096345,2563,Yes,High School or below,Male,Yes,Single,30,\N,2,2,95,Non-technology Related Job,211,ID,200,237,Yes,No,0.07,4318,863,0,2015,2 -77,12610,0,0.01,4251093447,2564,Yes,Bachelor or equivalent,Male,No,Married,37,\N,1,7,35,Technology Related Job,71,NH,204,97,No,No,0.28,1517,505,0,2015,1 -77,12610,0,0.01,4251093447,2564,Yes,Bachelor or equivalent,Male,No,Married,37,\N,1,7,35,Technology Related Job,71,NH,204,97,No,No,0.28,2219,739,0,2015,2 -40,123510,0.06,0.01,4251028562,2565,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,2,5,54,Non-technology Related Job,244,NJ,401,112,No,No,0.74,1237,618,0,2015,1 -40,123510,0.06,0.01,4251028562,2565,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,2,5,54,Non-technology Related Job,244,NJ,401,112,No,No,0.74,3345,669,0,2015,2 -40,123510,0.06,0.01,4251028562,2565,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,2,5,54,Non-technology Related Job,244,NJ,401,112,No,No,0.74,37,37,0,2015,3 -56,121539,0,0.03,4251068823,2566,Yes,Master or equivalent,Male,Yes,Single,103,\N,0,2,94,Technology Related Job,104,WA,404,222,No,No,0.95,1358,679,0,2015,1 -56,121539,0,0.03,4251068823,2566,Yes,Master or equivalent,Male,Yes,Single,103,\N,0,2,94,Technology Related Job,104,WA,404,222,No,No,0.95,1549,516,0,2015,2 -18,232440,0.06,0.03,4251060508,2567,Yes,Master or equivalent,Female,Yes,Single,40,\N,2,0,13,Non-technology Related Job,276,WI,101,237,No,No,0.4,1305,435,0,2015,1 -18,232440,0.06,0.03,4251060508,2567,Yes,Master or equivalent,Female,Yes,Single,40,\N,2,0,13,Non-technology Related Job,276,WI,101,237,No,No,0.4,4188,1047,0,2015,2 -34,230469,0,0.01,4251053830,2568,Yes,High School or below,Female,Yes,Single,48,\N,0,5,53,Technology Related Job,136,KS,104,97,No,No,0.61,2217,554,0,2015,1 -34,230469,0,0.01,4251053830,2568,Yes,High School or below,Female,Yes,Single,48,\N,0,5,53,Technology Related Job,136,KS,104,97,No,No,0.61,600,600,0,2015,2 -64,91369,0.07,0.01,4251084010,2569,Yes,High School or below,Male,No,Single,106,\N,1,3,71,Non-technology Related Job,309,LA,301,112,No,No,0.07,1288,322,0,2015,1 -64,91369,0.07,0.01,4251084010,2569,Yes,High School or below,Male,No,Single,106,\N,1,3,71,Non-technology Related Job,309,LA,301,112,No,No,0.07,2528,505,0,2015,2 -64,91369,0.07,0.01,4251084010,2569,Yes,High School or below,Male,No,Single,106,\N,1,3,71,Non-technology Related Job,309,LA,301,112,No,No,0.07,148,148,0,2015,3 -12,89398,0.01,0.03,4251082513,2570,Yes,High School or below,Female,Yes,Married,113,\N,0,0,12,Technology Related Job,169,OH,305,222,No,No,0.28,9292,774,0,2015,1 -12,89398,0.01,0.03,4251082513,2570,Yes,High School or below,Female,Yes,Married,113,\N,0,0,12,Technology Related Job,169,OH,305,222,No,No,0.28,656,218,0,2015,2 -42,200298,0.07,0.03,4251062833,2571,Yes,High School or below,Female,Yes,Married,51,\N,1,6,30,Non-technology Related Job,341,OK,2,237,No,Yes,0.74,4718,943,0,2015,1 -42,200298,0.07,0.03,4251062833,2571,Yes,High School or below,Female,Yes,Married,51,\N,1,6,30,Non-technology Related Job,341,OK,2,237,No,Yes,0.74,2807,701,0,2015,2 -58,198327,0.01,0.01,4251070339,2572,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,0,3,71,Technology Related Job,201,AZ,5,97,No,No,0.95,1693,423,0,2015,1 -58,198327,0.01,0.01,4251070339,2572,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,0,3,71,Technology Related Job,201,AZ,5,97,No,No,0.95,1252,417,0,2015,2 -58,198327,0.01,0.01,4251070339,2572,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,0,3,71,Technology Related Job,201,AZ,5,97,No,No,0.95,341,341,0,2015,3 -21,59228,0.07,0.01,4251098925,2573,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,1,1,89,Non-technology Related Job,374,CA,202,112,No,No,0.4,5371,671,0,2015,1 -21,59228,0.07,0.01,4251098925,2573,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,1,1,89,Non-technology Related Job,374,CA,202,112,No,No,0.4,3055,763,0,2015,2 -37,57257,0.01,0.03,4251022110,2574,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,3,6,30,Technology Related Job,234,MI,205,222,No,No,0.61,2770,692,0,2015,1 -37,57257,0.01,0.03,4251022110,2574,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,3,6,30,Technology Related Job,234,MI,205,222,No,No,0.61,2802,700,0,2015,2 -67,168157,0.07,0.03,4251093956,2575,Yes,Master or equivalent,Male,Yes,Single,62,\N,0,4,48,Non-technology Related Job,406,MS,402,237,No,No,0.07,4657,931,0,2015,1 -67,168157,0.07,0.03,4251093956,2575,Yes,Master or equivalent,Male,Yes,Single,62,\N,0,4,48,Non-technology Related Job,406,MS,402,237,No,No,0.07,6811,851,0,2015,2 -15,166186,0.01,0.01,4251064166,2576,Yes,PhD or equivalent,Female,Yes,Married,69,\N,3,2,89,Non-technology Related Job,267,SD,406,97,No,No,0.28,5558,926,0,2015,1 -15,166186,0.01,0.01,4251064166,2576,Yes,PhD or equivalent,Female,Yes,Married,69,\N,3,2,89,Non-technology Related Job,267,SD,406,97,No,No,0.28,3649,729,0,2015,2 -45,27086,0,0.01,4251080153,2577,Yes,High School or below,Male,Yes,Married,7,\N,0,7,7,Non-technology Related Job,439,TX,103,112,No,No,0.74,2844,474,0,2015,1 -45,27086,0,0.01,4251080153,2577,Yes,High School or below,Male,Yes,Married,7,\N,0,7,7,Non-technology Related Job,439,TX,103,112,No,No,0.74,5669,809,0,2015,2 -45,27086,0,0.01,4251080153,2577,Yes,High School or below,Male,Yes,Married,7,\N,0,7,7,Non-technology Related Job,439,TX,103,112,No,No,0.74,1215,1215,0,2015,3 -61,25115,0.02,0.03,4251048882,2578,Yes,High School or below,Male,No,Married,15,\N,3,5,48,Non-technology Related Job,299,FL,106,222,No,Yes,0.95,6185,773,0,2015,1 -61,25115,0.02,0.03,4251048882,2578,Yes,High School or below,Male,No,Married,15,\N,3,5,48,Non-technology Related Job,299,FL,106,222,No,Yes,0.95,2776,925,0,2015,2 -23,136016,0,0.03,4251024582,2579,Yes,High School or below,Female,Yes,Married,73,\N,0,2,66,Non-technology Related Job,472,HI,303,237,No,No,0.4,3140,785,0,2015,1 -23,136016,0,0.03,4251024582,2579,Yes,High School or below,Female,Yes,Married,73,\N,0,2,66,Non-technology Related Job,472,HI,303,237,No,No,0.4,1509,503,0,2015,2 -39,134045,0.02,0.01,4251065150,2580,Yes,High School or below,Female,Yes,Single,80,\N,2,0,7,Non-technology Related Job,332,NV,306,97,No,No,0.62,3951,658,1,2015,1 -39,134045,0.02,0.01,4251065150,2580,Yes,High School or below,Female,Yes,Single,80,\N,2,0,7,Non-technology Related Job,332,NV,306,97,No,No,0.62,2625,656,1,2015,2 -70,244945,0,0.01,4251082984,2581,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,0,5,25,Non-technology Related Job,4,NJ,3,112,No,No,0.07,1458,291,0,2015,1 -70,244945,0,0.01,4251082984,2581,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,0,5,25,Non-technology Related Job,4,NJ,3,112,No,No,0.07,4817,802,0,2015,2 -18,242974,0.02,0.03,4251018450,2582,No,Bachelor or equivalent,Female,Yes,Married,26,\N,2,3,66,Non-technology Related Job,364,WA,7,222,No,No,0.28,3381,483,0,2015,1 -18,242974,0.02,0.03,4251018450,2582,No,Bachelor or equivalent,Female,Yes,Married,26,\N,2,3,66,Non-technology Related Job,364,WA,7,222,No,No,0.28,4754,594,0,2015,2 -48,103874,0,0.03,4251073852,2583,Yes,Bachelor or equivalent,Male,No,Single,84,\N,3,0,84,Non-technology Related Job,37,WI,203,237,No,No,0.74,1045,348,0,2015,1 -48,103874,0,0.03,4251073852,2583,Yes,Bachelor or equivalent,Male,No,Single,84,\N,3,0,84,Non-technology Related Job,37,WI,203,237,No,No,0.74,4731,788,0,2015,2 -64,101903,0.02,0.01,4251069552,2584,Yes,Master or equivalent,Male,Yes,Married,91,\N,2,6,24,Non-technology Related Job,397,IA,207,97,No,No,0.95,2311,462,0,2015,1 -64,101903,0.02,0.01,4251069552,2584,Yes,Master or equivalent,Male,Yes,Married,91,\N,2,6,24,Non-technology Related Job,397,IA,207,97,No,No,0.95,5542,923,0,2015,2 -26,212804,0.01,0.01,4251065812,2585,Yes,PhD or equivalent,Female,Yes,Married,29,\N,3,3,43,Non-technology Related Job,69,KY,404,112,Yes,No,0.41,4359,726,1,2015,1 -26,212804,0.01,0.01,4251065812,2585,Yes,PhD or equivalent,Female,Yes,Married,29,\N,3,3,43,Non-technology Related Job,69,KY,404,112,Yes,No,0.41,3010,752,1,2015,2 -26,212804,0.01,0.01,4251065812,2585,Yes,PhD or equivalent,Female,Yes,Married,29,\N,3,3,43,Non-technology Related Job,69,KY,404,112,Yes,No,0.41,956,956,1,2015,3 -42,210833,0.03,0.03,4251062920,2586,Yes,High School or below,Female,Yes,Single,36,\N,2,1,83,Non-technology Related Job,429,ND,407,222,No,No,0.62,2680,536,0,2015,1 -42,210833,0.03,0.03,4251062920,2586,Yes,High School or below,Female,Yes,Single,36,\N,2,1,83,Non-technology Related Job,429,ND,407,222,No,No,0.62,3097,774,0,2015,2 -73,71733,0.01,0.03,4251046646,2587,Yes,High School or below,Male,Yes,Single,94,\N,3,7,2,Non-technology Related Job,102,OK,104,237,No,No,0.07,2158,719,0,2015,1 -73,71733,0.01,0.03,4251046646,2587,Yes,High School or below,Male,Yes,Single,94,\N,3,7,2,Non-technology Related Job,102,OK,104,237,No,No,0.07,6104,872,0,2015,2 -73,71733,0.01,0.03,4251046646,2587,Yes,High School or below,Male,Yes,Single,94,\N,3,7,2,Non-technology Related Job,102,OK,104,237,No,No,0.07,49,49,0,2015,3 -20,69762,0.03,0.01,4251052992,2588,Yes,High School or below,Female,Yes,Single,102,\N,1,4,42,Non-technology Related Job,462,AZ,107,97,No,No,0.28,3776,539,1,2015,1 -20,69762,0.03,0.01,4251052992,2588,Yes,High School or below,Female,Yes,Single,102,\N,1,4,42,Non-technology Related Job,462,AZ,107,97,No,No,0.28,5886,735,1,2015,2 -51,180663,0.01,0.01,4251065554,2589,Yes,High School or below,Male,Yes,Single,40,\N,3,2,61,Non-technology Related Job,134,CA,304,112,No,No,0.74,3428,857,0,2015,1 -51,180663,0.01,0.01,4251065554,2589,Yes,High School or below,Male,Yes,Single,40,\N,3,2,61,Non-technology Related Job,134,CA,304,112,No,No,0.74,4952,825,0,2015,2 -67,178692,0.03,0.03,4251067687,2590,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,1,7,1,Non-technology Related Job,494,MA,308,222,No,No,0.95,5153,736,0,2015,1 -67,178692,0.03,0.03,4251067687,2590,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,1,7,1,Non-technology Related Job,494,MA,308,222,No,No,0.95,4069,678,0,2015,2 -29,39592,0.01,0.03,4251054617,2591,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,2,5,20,Non-technology Related Job,167,MN,5,237,No,No,0.41,2867,573,0,2015,1 -29,39592,0.01,0.03,4251054617,2591,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,2,5,20,Non-technology Related Job,167,MN,5,237,No,No,0.41,3124,781,0,2015,2 -29,39592,0.01,0.03,4251054617,2591,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,2,5,20,Non-technology Related Job,167,MN,5,237,No,No,0.41,412,412,0,2015,3 -45,37621,0.04,0.01,4251094479,2592,Yes,Master or equivalent,Female,No,Single,113,\N,1,2,60,Non-technology Related Job,27,SC,8,97,No,No,0.62,2965,593,0,2015,1 -45,37621,0.04,0.01,4251094479,2592,Yes,Master or equivalent,Female,No,Single,113,\N,1,2,60,Non-technology Related Job,27,SC,8,97,No,No,0.62,1993,664,0,2015,2 -75,148521,0.02,0.01,4251094816,2593,Yes,Master or equivalent,Male,Yes,Single,50,\N,2,0,79,Non-technology Related Job,199,TN,205,112,No,Yes,0.07,3708,741,0,2015,1 -75,148521,0.02,0.01,4251094816,2593,Yes,Master or equivalent,Male,Yes,Single,50,\N,2,0,79,Non-technology Related Job,199,TN,205,112,No,Yes,0.07,3345,836,0,2015,2 -23,146550,0.04,0.03,4251040610,2594,Yes,High School or below,Female,Yes,Single,58,\N,1,5,19,Non-technology Related Job,60,FL,208,222,No,No,0.29,2490,830,0,2015,1 -23,146550,0.04,0.03,4251040610,2594,Yes,High School or below,Female,Yes,Single,58,\N,1,5,19,Non-technology Related Job,60,FL,208,222,No,No,0.29,4766,953,0,2015,2 -54,7451,0.02,0.03,4251075452,2595,Yes,High School or below,Male,Yes,Single,116,\N,2,3,38,Non-technology Related Job,232,HI,405,237,No,No,0.74,1474,368,0,2015,1 -54,7451,0.02,0.03,4251075452,2595,Yes,High School or below,Male,Yes,Single,116,\N,2,3,38,Non-technology Related Job,232,HI,405,237,No,No,0.74,376,376,0,2015,2 -69,5480,0.04,0.01,4251037054,2596,Yes,High School or below,Male,Yes,Married,3,\N,0,0,78,Non-technology Related Job,92,NE,409,97,No,No,0.95,4381,730,0,2015,1 -69,5480,0.04,0.01,4251037054,2596,Yes,High School or below,Male,Yes,Married,3,\N,0,0,78,Non-technology Related Job,92,NE,409,97,No,No,0.95,4601,766,0,2015,2 -32,116380,0.02,0.01,4251086320,2597,Yes,High School or below,Female,No,Married,61,\N,1,6,97,Others,265,NH,106,112,No,No,0.41,4027,671,0,2015,1 -32,116380,0.02,0.01,4251086320,2597,Yes,High School or below,Female,No,Married,61,\N,1,6,97,Others,265,NH,106,112,No,No,0.41,5604,800,0,2015,2 -48,114409,0.04,0.03,4251097942,2598,Yes,Bachelor or equivalent,Female,No,Single,69,\N,0,3,37,Non-technology Related Job,125,VA,109,222,No,No,0.62,3884,971,0,2015,1 -48,114409,0.04,0.03,4251097942,2598,Yes,Bachelor or equivalent,Female,No,Single,69,\N,0,3,37,Non-technology Related Job,125,VA,109,222,No,No,0.62,5762,960,0,2015,2 -78,225309,0.02,0.03,4251092431,2599,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,1,1,55,Others,297,WV,306,237,No,No,0.08,3453,690,0,2015,1 -78,225309,0.02,0.03,4251092431,2599,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,1,1,55,Others,297,WV,306,237,No,No,0.08,3140,628,0,2015,2 -78,225309,0.02,0.03,4251092431,2599,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,1,1,55,Others,297,WV,306,237,No,No,0.08,748,748,0,2015,3 -26,223338,0.05,0.01,4251019855,2600,Yes,Master or equivalent,Female,Yes,Single,14,\N,0,6,96,Non-technology Related Job,157,IA,309,97,No,Yes,0.29,2522,840,0,2015,1 -26,223338,0.05,0.01,4251019855,2600,Yes,Master or equivalent,Female,Yes,Single,14,\N,0,6,96,Non-technology Related Job,157,IA,309,97,No,Yes,0.29,2294,764,0,2015,2 -56,84239,0.03,0.01,4251020559,2601,Yes,Master or equivalent,Male,Yes,Single,72,\N,1,4,14,Others,330,KY,6,112,No,No,0.74,1992,498,0,2015,1 -56,84239,0.03,0.01,4251020559,2601,Yes,Master or equivalent,Male,Yes,Single,72,\N,1,4,14,Others,330,KY,6,112,No,No,0.74,3433,686,0,2015,2 -72,82268,0.05,0.03,4251037625,2602,Yes,High School or below,Male,Yes,Married,79,\N,3,1,55,Non-technology Related Job,190,NC,10,222,No,No,0.95,7239,804,0,2015,1 -72,82268,0.05,0.03,4251037625,2602,Yes,High School or below,Male,Yes,Married,79,\N,3,1,55,Non-technology Related Job,190,NC,10,222,No,No,0.95,5761,960,0,2015,2 -35,193168,0.03,0.03,4251035143,2603,Yes,High School or below,Female,Yes,Married,17,\N,1,7,73,Others,362,OH,207,237,No,No,0.41,5093,565,0,2015,1 -35,193168,0.03,0.03,4251035143,2603,Yes,High School or below,Female,Yes,Married,17,\N,1,7,73,Others,362,OH,207,237,No,No,0.41,3135,1045,0,2015,2 -51,191197,0.05,0.01,4251060529,2604,Yes,High School or below,Male,Yes,Married,25,\N,3,5,14,Non-technology Related Job,222,AK,210,97,No,No,0.62,7413,673,0,2015,1 -51,191197,0.05,0.01,4251060529,2604,Yes,High School or below,Male,Yes,Married,25,\N,3,5,14,Non-technology Related Job,222,AK,210,97,No,No,0.62,3880,554,0,2015,2 -13,52098,0.03,0.01,4251036893,2605,Yes,High School or below,Female,Yes,Married,83,\N,0,2,32,Others,395,AR,407,112,No,No,0.08,4604,767,0,2015,1 -13,52098,0.03,0.01,4251036893,2605,Yes,High School or below,Female,Yes,Married,83,\N,0,2,32,Others,395,AR,407,112,No,No,0.08,2161,720,0,2015,2 -29,50126,0.05,0.03,4251037155,2606,Yes,Bachelor or equivalent,Female,No,Single,90,\N,3,0,73,Non-technology Related Job,255,MA,410,222,No,No,0.29,2858,571,0,2015,1 -29,50126,0.05,0.03,4251037155,2606,Yes,Bachelor or equivalent,Female,No,Single,90,\N,3,0,73,Non-technology Related Job,255,MA,410,222,No,No,0.29,2987,746,0,2015,2 -59,161027,0.03,0.03,4251059992,2607,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,0,5,91,Others,427,MN,107,236,No,No,0.74,1980,660,0,2015,1 -59,161027,0.03,0.03,4251059992,2607,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,0,5,91,Others,427,MN,107,236,No,No,0.74,4027,671,0,2015,2 -59,161027,0.03,0.03,4251059992,2607,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,0,5,91,Others,427,MN,107,236,No,No,0.74,1095,1095,0,2015,3 -75,159056,0.06,0.01,4251063476,2608,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,3,3,32,Non-technology Related Job,287,SC,110,96,No,No,0.96,503,503,0,2015,1 -75,159056,0.06,0.01,4251063476,2608,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,3,3,32,Non-technology Related Job,287,SC,110,96,No,No,0.96,1251,1251,0,2015,2 -75,159056,0.06,0.01,4251063476,2608,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,3,3,32,Non-technology Related Job,287,SC,110,96,No,No,0.96,433,433,0,2015,3 -37,19956,0.04,0.01,4251052676,2609,Yes,Master or equivalent,Female,Yes,Single,94,\N,0,0,50,Others,460,SD,307,111,No,No,0.41,1605,401,1,2015,1 -37,19956,0.04,0.01,4251052676,2609,Yes,Master or equivalent,Female,Yes,Single,94,\N,0,0,50,Others,460,SD,307,111,No,No,0.41,5164,1032,1,2015,2 -53,17985,0.06,0.03,4251047038,2610,Yes,High School or below,Male,Yes,Married,101,\N,2,6,91,Non-technology Related Job,320,DE,311,221,Yes,No,0.62,6169,1028,0,2015,1 -53,17985,0.06,0.03,4251047038,2610,Yes,High School or below,Male,Yes,Married,101,\N,2,6,91,Non-technology Related Job,320,DE,311,221,Yes,No,0.62,2958,591,0,2015,2 -16,128886,0.04,0.03,4251009226,2611,Yes,High School or below,Female,No,Married,39,\N,0,3,9,Others,492,GA,8,236,No,No,0.08,2806,935,0,2015,1 -16,128886,0.04,0.03,4251009226,2611,Yes,High School or below,Female,No,Married,39,\N,0,3,9,Others,492,GA,8,236,No,No,0.08,4389,627,0,2015,2 -32,126915,0.06,0.01,4251075754,2612,Yes,High School or below,Female,No,Single,46,\N,2,1,49,Non-technology Related Job,353,NE,11,96,No,No,0.29,4829,1207,0,2015,1 -32,126915,0.06,0.01,4251075754,2612,Yes,High School or below,Female,No,Single,46,\N,2,1,49,Non-technology Related Job,353,NE,11,96,No,No,0.29,3664,732,0,2015,2 -32,126915,0.06,0.01,4251075754,2612,Yes,High School or below,Female,No,Single,46,\N,2,1,49,Non-technology Related Job,353,NE,11,96,No,No,0.29,461,461,0,2015,3 -62,237815,0.04,0.01,4251010318,2613,Yes,High School or below,Male,Yes,Single,104,\N,3,6,68,Others,25,NH,208,111,No,No,0.75,5719,953,0,2015,1 -62,237815,0.04,0.01,4251010318,2613,Yes,High School or below,Male,Yes,Single,104,\N,3,6,68,Others,25,NH,208,111,No,No,0.75,2910,485,0,2015,2 -78,235844,0.06,0.03,4251039801,2614,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,2,4,8,Non-technology Related Job,385,VA,211,221,No,No,0.96,5843,834,0,2015,1 -78,235844,0.06,0.03,4251039801,2614,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,2,4,8,Non-technology Related Job,385,VA,211,221,No,No,0.96,4559,506,0,2015,2 -78,235844,0.06,0.03,4251039801,2614,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,2,4,8,Non-technology Related Job,385,VA,211,221,No,No,0.96,811,811,0,2015,3 -40,96744,0.05,0.03,4251044057,2615,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,3,2,27,Others,58,WA,408,236,No,Yes,0.41,3849,769,0,2015,1 -40,96744,0.05,0.03,4251044057,2615,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,3,2,27,Others,58,WA,408,236,No,Yes,0.41,4546,649,0,2015,2 -56,94773,0.07,0.01,4251067999,2616,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,1,7,67,Non-technology Related Job,418,IN,412,96,No,No,0.62,4530,755,0,2015,1 -56,94773,0.07,0.01,4251067999,2616,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,1,7,67,Non-technology Related Job,418,IN,412,96,No,No,0.62,1902,475,0,2015,2 -19,205674,0.05,0.01,4251034492,2617,Yes,Bachelor or equivalent,Female,No,Married,115,\N,3,5,86,Others,90,KS,109,111,No,No,0.08,5605,622,0,2015,1 -19,205674,0.05,0.01,4251034492,2617,Yes,Bachelor or equivalent,Female,No,Married,115,\N,3,5,86,Others,90,KS,109,111,No,No,0.08,3287,547,0,2015,2 -34,203703,0.07,0.03,4251079599,2618,Yes,PhD or equivalent,Female,Yes,Single,3,\N,1,2,26,Non-technology Related Job,450,NC,112,221,No,No,0.29,5139,734,1,2015,1 -34,203703,0.07,0.03,4251079599,2618,Yes,PhD or equivalent,Female,Yes,Single,3,\N,1,2,26,Non-technology Related Job,450,NC,112,221,No,No,0.29,5767,823,1,2015,2 -65,64603,0.05,0.03,4251095861,2619,Yes,High School or below,Male,Yes,Married,60,\N,2,0,45,Others,123,OH,309,236,No,No,0.75,5108,510,0,2015,1 -65,64603,0.05,0.03,4251095861,2619,Yes,High School or below,Male,Yes,Married,60,\N,2,0,45,Others,123,OH,309,236,No,No,0.75,980,980,0,2015,2 -13,62632,0.07,0.01,4251089847,2620,Yes,High School or below,Male,Yes,Single,68,\N,1,5,85,Non-technology Related Job,483,AK,312,96,No,No,0.96,2321,580,0,2015,1 -13,62632,0.07,0.01,4251089847,2620,Yes,High School or below,Male,Yes,Single,68,\N,1,5,85,Non-technology Related Job,483,AK,312,96,No,No,0.96,6038,754,0,2015,2 -13,62632,0.07,0.01,4251089847,2620,Yes,High School or below,Male,Yes,Single,68,\N,1,5,85,Non-technology Related Job,483,AK,312,96,No,No,0.96,1298,1298,0,2015,3 -43,173532,0.05,0.01,4251008855,2621,Yes,High School or below,Female,Yes,Single,6,\N,2,3,4,Others,155,AZ,9,111,No,No,0.41,2017,672,0,2015,1 -43,173532,0.05,0.01,4251008855,2621,Yes,High School or below,Female,Yes,Single,6,\N,2,3,4,Others,155,AZ,9,111,No,No,0.41,1648,412,0,2015,2 -59,171561,0.07,0.03,4251029875,2622,Yes,High School or below,Male,Yes,Married,13,\N,1,0,44,Non-technology Related Job,15,MD,13,221,No,Yes,0.62,2683,894,0,2015,1 -59,171561,0.07,0.03,4251029875,2622,Yes,High School or below,Male,Yes,Married,13,\N,1,0,44,Non-technology Related Job,15,MD,13,221,No,Yes,0.62,3961,565,0,2015,2 -21,32462,0.06,0.03,4251008996,2623,Yes,Bachelor or equivalent,Female,Yes,Married,71,\N,2,6,63,Others,188,MI,210,236,No,No,0.08,6128,766,0,2015,1 -21,32462,0.06,0.03,4251008996,2623,Yes,Bachelor or equivalent,Female,Yes,Married,71,\N,2,6,63,Others,188,MI,210,236,No,No,0.08,4851,693,0,2015,2 -37,30491,0,0.01,4251043315,2624,Yes,Bachelor or equivalent,Female,Yes,Married,79,\N,0,3,3,Non-technology Related Job,48,RI,213,96,No,No,0.29,5936,742,0,2015,1 -37,30491,0,0.01,4251043315,2624,Yes,Bachelor or equivalent,Female,Yes,Married,79,\N,0,3,3,Non-technology Related Job,48,RI,213,96,No,No,0.29,3985,569,0,2015,2 -68,141391,0.06,0.01,4251023635,2625,Yes,Bachelor or equivalent,Male,No,Married,17,\N,2,1,22,Others,220,SD,410,111,No,No,0.75,5273,878,0,2015,1 -68,141391,0.06,0.01,4251023635,2625,Yes,Bachelor or equivalent,Male,No,Married,17,\N,2,1,22,Others,220,SD,410,111,No,No,0.75,2726,1363,0,2015,2 -15,139420,0,0.03,4251089092,2626,Yes,Master or equivalent,Male,No,Single,24,\N,0,6,62,Non-technology Related Job,80,DE,413,221,No,No,0.96,2238,746,0,2015,1 -15,139420,0,0.03,4251089092,2626,Yes,Master or equivalent,Male,No,Single,24,\N,0,6,62,Non-technology Related Job,80,DE,413,221,No,No,0.96,2453,490,0,2015,2 -46,321,0.06,0.03,4251089626,2627,Yes,PhD or equivalent,Female,Yes,Single,82,\N,1,4,80,Others,253,FL,110,236,Yes,No,0.42,3248,406,0,2015,1 -46,321,0.06,0.03,4251089626,2627,Yes,PhD or equivalent,Female,Yes,Single,82,\N,1,4,80,Others,253,FL,110,236,Yes,No,0.42,2405,601,0,2015,2 -46,321,0.06,0.03,4251089626,2627,Yes,PhD or equivalent,Female,Yes,Single,82,\N,1,4,80,Others,253,FL,110,236,Yes,No,0.42,1181,1181,0,2015,3 -62,248350,0,0.01,4251063624,2628,Yes,High School or below,Male,Yes,Married,89,\N,0,1,21,Non-technology Related Job,113,MT,114,96,No,No,0.63,2835,945,0,2015,1 -62,248350,0,0.01,4251063624,2628,Yes,High School or below,Male,Yes,Married,89,\N,0,1,21,Non-technology Related Job,113,MT,114,96,No,No,0.63,5268,752,0,2015,2 -24,109250,0.06,0.01,4251085195,2629,Yes,High School or below,Female,Yes,Single,27,\N,1,7,39,Others,285,NV,310,111,No,No,0.08,4685,669,0,2015,1 -24,109250,0.06,0.01,4251085195,2629,Yes,High School or below,Female,Yes,Single,27,\N,1,7,39,Others,285,NV,310,111,No,No,0.08,3276,655,0,2015,2 -40,107279,0,0.03,4251075298,2630,Yes,High School or below,Female,Yes,Married,35,\N,0,4,80,Non-technology Related Job,146,VT,314,221,No,No,0.29,4985,830,0,2015,1 -40,107279,0,0.03,4251075298,2630,Yes,High School or below,Female,Yes,Married,35,\N,0,4,80,Non-technology Related Job,146,VT,314,221,No,No,0.29,6267,1044,0,2015,2 -70,218179,0.07,0.03,4251024805,2631,No,High School or below,Male,No,Married,93,\N,1,2,98,Others,318,WA,11,236,No,No,0.75,2138,427,0,2015,1 -70,218179,0.07,0.03,4251024805,2631,No,High School or below,Male,No,Married,93,\N,1,2,98,Others,318,WA,11,236,No,No,0.75,2800,560,0,2015,2 -18,216208,0.01,0.01,4251083441,2632,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,3,0,39,Non-technology Related Job,178,IN,14,96,No,No,0.96,4416,883,0,2015,1 -18,216208,0.01,0.01,4251083441,2632,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,3,0,39,Non-technology Related Job,178,IN,14,96,No,No,0.96,4104,1026,0,2015,2 -49,77109,0.07,0.01,4251067704,2633,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,1,5,57,Others,351,IA,211,111,No,No,0.42,4175,835,0,2015,1 -49,77109,0.07,0.01,4251067704,2633,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,1,5,57,Others,351,IA,211,111,No,No,0.42,2457,491,0,2015,2 -65,75138,0.01,0.03,4251063842,2634,Yes,Master or equivalent,Male,Yes,Single,46,\N,3,3,98,Non-technology Related Job,211,NY,214,221,No,No,0.63,4470,745,0,2015,1 -65,75138,0.01,0.03,4251063842,2634,Yes,Master or equivalent,Male,Yes,Single,46,\N,3,3,98,Non-technology Related Job,211,NY,214,221,No,No,0.63,3348,669,0,2015,2 -27,186038,0.07,0.03,4251072477,2635,Yes,Master or equivalent,Female,Yes,Single,104,\N,0,0,16,Others,383,ND,411,236,No,No,0.08,3940,788,1,2015,1 -27,186038,0.07,0.03,4251072477,2635,Yes,Master or equivalent,Female,Yes,Single,104,\N,0,0,16,Others,383,ND,411,236,No,No,0.08,4482,1120,1,2015,2 -43,184067,0.01,0.01,4251065934,2636,Yes,High School or below,Female,Yes,Married,111,\N,3,6,57,Non-technology Related Job,243,AL,415,96,No,No,0.29,2777,555,0,2015,1 -43,184067,0.01,0.01,4251065934,2636,Yes,High School or below,Female,Yes,Married,111,\N,3,6,57,Non-technology Related Job,243,AL,415,96,No,No,0.29,4263,852,0,2015,2 -73,44967,0.07,0.01,4251073751,2637,Yes,High School or below,Male,Yes,Married,49,\N,0,3,75,Others,416,AZ,112,111,No,Yes,0.75,7838,870,0,2015,1 -73,44967,0.07,0.01,4251073751,2637,Yes,High School or below,Male,Yes,Married,49,\N,0,3,75,Others,416,AZ,112,111,No,Yes,0.75,2277,759,0,2015,2 -21,42996,0.01,0.03,4251042630,2638,Yes,High School or below,Female,Yes,Single,56,\N,2,1,16,Non-technology Related Job,276,MD,115,221,No,No,0.96,3372,562,0,2015,1 -21,42996,0.01,0.03,4251042630,2638,Yes,High School or below,Female,Yes,Single,56,\N,2,1,16,Non-technology Related Job,276,MD,115,221,No,No,0.96,4817,802,0,2015,2 -21,42996,0.01,0.03,4251042630,2638,Yes,High School or below,Female,Yes,Single,56,\N,2,1,16,Non-technology Related Job,276,MD,115,221,No,No,0.96,174,174,0,2015,3 -51,153897,0,0.03,4251010849,2639,Yes,High School or below,Male,Yes,Married,114,\N,0,6,34,Others,448,MA,312,236,No,No,0.42,2386,477,0,2015,1 -51,153897,0,0.03,4251010849,2639,Yes,High School or below,Male,Yes,Married,114,\N,0,6,34,Others,448,MA,312,236,No,No,0.42,1532,510,0,2015,2 -67,151926,0.02,0.01,4251017285,2640,Yes,Bachelor or equivalent,Male,No,Single,2,\N,2,4,74,Non-technology Related Job,308,PA,315,96,No,No,0.63,2094,698,0,2015,1 -67,151926,0.02,0.01,4251017285,2640,Yes,Bachelor or equivalent,Male,No,Single,2,\N,2,4,74,Non-technology Related Job,308,PA,315,96,No,No,0.63,3723,620,0,2015,2 -30,12826,0,0.01,4251008137,2641,Yes,Bachelor or equivalent,Female,Yes,Single,60,\N,3,1,93,Others,481,SC,12,111,No,No,0.08,4996,713,1,2015,1 -30,12826,0,0.01,4251008137,2641,Yes,Bachelor or equivalent,Female,Yes,Single,60,\N,3,1,93,Others,481,SC,12,111,No,No,0.08,2847,711,1,2015,2 -46,10855,0.02,0.02,4251034256,2642,Yes,Master or equivalent,Female,Yes,Married,67,\N,2,7,33,Non-technology Related Job,341,CT,16,221,No,No,0.3,6184,773,0,2015,1 -46,10855,0.02,0.02,4251034256,2642,Yes,Master or equivalent,Female,Yes,Married,67,\N,2,7,33,Non-technology Related Job,341,CT,16,221,No,No,0.3,4690,670,0,2015,2 -46,10855,0.02,0.02,4251034256,2642,Yes,Master or equivalent,Female,Yes,Married,67,\N,2,7,33,Non-technology Related Job,341,CT,16,221,No,No,0.3,1373,1373,0,2015,3 -76,121756,0,0.03,4251085720,2643,Yes,Master or equivalent,Male,Yes,Married,5,\N,3,5,52,Others,13,FL,213,236,No,No,0.75,5503,611,0,2015,1 -76,121756,0,0.03,4251085720,2643,Yes,Master or equivalent,Male,Yes,Married,5,\N,3,5,52,Others,13,FL,213,236,No,No,0.75,6519,651,0,2015,2 -76,121756,0,0.03,4251085720,2643,Yes,Master or equivalent,Male,Yes,Married,5,\N,3,5,52,Others,13,FL,213,236,No,No,0.75,1254,1254,0,2015,3 -24,119784,0.02,0,4251099695,2644,Yes,High School or below,Female,Yes,Married,13,\N,2,2,92,Non-technology Related Job,373,MT,216,96,No,Yes,0.96,3036,759,0,2015,1 -24,119784,0.02,0,4251099695,2644,Yes,High School or below,Female,Yes,Married,13,\N,2,2,92,Non-technology Related Job,373,MT,216,96,No,Yes,0.96,806,268,0,2015,2 -54,230685,0,0.01,4251089685,2645,Yes,High School or below,Male,No,Married,70,\N,3,0,11,Others,46,NE,413,111,No,No,0.42,1727,345,0,2015,1 -54,230685,0,0.01,4251089685,2645,Yes,High School or below,Male,No,Married,70,\N,3,0,11,Others,46,NE,413,111,No,No,0.42,3456,493,0,2015,2 -70,228714,0.02,0.02,4251014645,2646,Yes,High School or below,Male,Yes,Single,78,\N,1,5,51,Non-technology Related Job,406,UT,416,221,No,No,0.63,1476,738,0,2015,1 -70,228714,0.02,0.02,4251014645,2646,Yes,High School or below,Male,Yes,Single,78,\N,1,5,51,Non-technology Related Job,406,UT,416,221,No,No,0.63,1217,405,0,2015,2 -32,89614,0.01,0.03,4251065029,2647,Yes,High School or below,Female,Yes,Single,16,\N,3,3,70,Others,78,VA,113,236,No,No,0.09,2169,433,0,2015,1 -32,89614,0.01,0.03,4251065029,2647,Yes,High School or below,Female,Yes,Single,16,\N,3,3,70,Others,78,VA,113,236,No,No,0.09,2943,735,0,2015,2 -48,87643,0.03,0,4251057125,2648,Yes,Bachelor or equivalent,Female,Yes,Married,23,\N,1,0,10,Non-technology Related Job,439,IL,117,96,No,No,0.3,3842,960,0,2015,1 -48,87643,0.03,0,4251057125,2648,Yes,Bachelor or equivalent,Female,Yes,Married,23,\N,1,0,10,Non-technology Related Job,439,IL,117,96,No,No,0.3,1680,560,0,2015,2 -79,198544,0.01,0.01,4251069467,2649,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,2,6,29,Others,111,IA,314,111,No,No,0.75,4061,676,0,2015,1 -79,198544,0.01,0.01,4251069467,2649,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,2,6,29,Others,111,IA,314,111,No,No,0.75,4977,622,0,2015,2 -27,196573,0.03,0.02,4251098318,2650,Yes,Bachelor or equivalent,Female,Yes,Married,89,\N,1,3,69,Non-technology Related Job,471,NY,317,221,No,No,0.96,1305,652,0,2015,1 -27,196573,0.03,0.02,4251098318,2650,Yes,Bachelor or equivalent,Female,Yes,Married,89,\N,1,3,69,Non-technology Related Job,471,NY,317,221,No,No,0.96,4246,849,0,2015,2 -57,57473,0.01,0.03,4251022619,2651,Yes,Master or equivalent,Male,Yes,Married,27,\N,2,1,88,Others,144,NC,14,236,No,No,0.42,1766,294,0,2015,1 -57,57473,0.01,0.03,4251022619,2651,Yes,Master or equivalent,Male,Yes,Married,27,\N,2,1,88,Others,144,NC,14,236,No,No,0.42,2790,558,0,2015,2 -57,57473,0.01,0.03,4251022619,2651,Yes,Master or equivalent,Male,Yes,Married,27,\N,2,1,88,Others,144,NC,14,236,No,No,0.42,1367,1367,0,2015,3 -73,55502,0.03,0,4251053344,2652,Yes,High School or below,Male,Yes,Single,34,\N,1,6,28,Non-technology Related Job,4,WY,17,96,No,No,0.63,1215,607,0,2015,1 -73,55502,0.03,0,4251053344,2652,Yes,High School or below,Male,Yes,Single,34,\N,1,6,28,Non-technology Related Job,4,WY,17,96,No,No,0.63,3984,498,0,2015,2 -35,166402,0.01,0.01,4251027149,2653,Yes,High School or below,Female,Yes,Single,92,\N,2,4,47,Others,176,AK,214,111,No,No,0.09,3812,762,1,2015,1 -35,166402,0.01,0.01,4251027149,2653,Yes,High School or below,Female,Yes,Single,92,\N,2,4,47,Others,176,AK,214,111,No,No,0.09,2103,525,1,2015,2 -51,164431,0.03,0.02,4251037376,2654,Yes,High School or below,Female,No,Single,100,\N,0,1,87,Non-technology Related Job,36,ME,217,221,No,No,0.3,1706,426,0,2015,1 -51,164431,0.03,0.02,4251037376,2654,Yes,High School or below,Female,No,Single,100,\N,0,1,87,Non-technology Related Job,36,ME,217,221,No,No,0.3,5453,681,0,2015,2 -14,25332,0.02,0.03,4251052547,2655,Yes,High School or below,Male,Yes,Single,37,\N,2,7,6,Others,209,MA,414,236,No,No,0.75,3765,627,0,2015,1 -14,25332,0.02,0.03,4251052547,2655,Yes,High School or below,Male,Yes,Single,37,\N,2,7,6,Others,209,MA,414,236,No,No,0.75,4695,782,0,2015,2 -29,23361,0.04,0,4251048468,2656,Yes,High School or below,Female,Yes,Married,45,\N,0,4,46,Non-technology Related Job,69,PA,418,96,No,No,0.97,3349,478,0,2015,1 -29,23361,0.04,0,4251048468,2656,Yes,High School or below,Female,Yes,Married,45,\N,0,4,46,Non-technology Related Job,69,PA,418,96,No,No,0.97,2262,754,0,2015,2 -74,77333,0,0.03,4251064201,2657,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,2,5,36,Non-technology Related Job,425,IN,19,186,No,Yes,0.1,3708,741,0,2015,1 -74,77333,0,0.03,4251064201,2657,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,2,5,36,Non-technology Related Job,425,IN,19,186,No,Yes,0.1,4212,1053,0,2015,2 -36,188233,0.07,0.03,4251057674,2658,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,0,3,54,Others,98,KS,216,201,No,No,0.56,2811,702,0,2015,1 -36,188233,0.07,0.03,4251057674,2658,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,0,3,54,Others,98,KS,216,201,No,No,0.56,3005,601,0,2015,2 -36,188233,0.07,0.03,4251057674,2658,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,0,3,54,Others,98,KS,216,201,No,No,0.56,865,865,0,2015,3 -52,186262,0.01,0.01,4251094403,2659,Yes,Master or equivalent,Male,Yes,Married,85,\N,2,0,94,Non-technology Related Job,458,NY,219,61,No,No,0.77,4221,844,0,2015,1 -52,186262,0.01,0.01,4251094403,2659,Yes,Master or equivalent,Male,Yes,Married,85,\N,2,0,94,Non-technology Related Job,458,NY,219,61,No,No,0.77,4306,1076,0,2015,2 -14,47162,0.07,0.01,4251051552,2660,Yes,Master or equivalent,Female,Yes,Married,23,\N,3,6,13,Others,130,ND,416,76,No,No,0.22,2074,414,0,2015,1 -14,47162,0.07,0.01,4251051552,2660,Yes,Master or equivalent,Female,Yes,Married,23,\N,3,6,13,Others,130,ND,416,76,No,No,0.22,4065,813,0,2015,2 -30,45191,0.01,0.03,4251049535,2661,Yes,High School or below,Female,Yes,Single,30,\N,2,3,53,Non-technology Related Job,490,AL,419,186,No,No,0.44,7920,880,0,2015,1 -30,45191,0.01,0.03,4251049535,2661,Yes,High School or below,Female,Yes,Single,30,\N,2,3,53,Non-technology Related Job,490,AL,419,186,No,No,0.44,3648,1216,0,2015,2 -60,156092,0.07,0.03,4251051417,2662,Yes,High School or below,Male,Yes,Single,88,\N,3,1,72,Others,163,AZ,116,201,No,No,0.89,3939,656,0,2015,1 -60,156092,0.07,0.03,4251051417,2662,Yes,High School or below,Male,Yes,Single,88,\N,3,1,72,Others,163,AZ,116,201,No,No,0.89,1863,465,0,2015,2 -60,156092,0.07,0.03,4251051417,2662,Yes,High School or below,Male,Yes,Single,88,\N,3,1,72,Others,163,AZ,116,201,No,No,0.89,1310,1310,0,2015,3 -76,154121,0.01,0.01,4251023283,2663,Yes,High School or below,Female,No,Single,96,\N,2,6,12,Non-technology Related Job,23,MD,120,61,No,No,0.1,3859,643,0,2015,1 -76,154121,0.01,0.01,4251023283,2663,Yes,High School or below,Female,No,Single,96,\N,2,6,12,Non-technology Related Job,23,MD,120,61,No,No,0.1,5593,699,0,2015,2 -39,15021,0.07,0.01,4251014834,2664,Yes,High School or below,Male,Yes,Single,34,\N,3,4,31,Others,195,MI,317,76,No,No,0.56,3389,1129,0,2015,1 -39,15021,0.07,0.01,4251014834,2664,Yes,High School or below,Male,Yes,Single,34,\N,3,4,31,Others,195,MI,317,76,No,No,0.56,7123,890,0,2015,2 -39,15021,0.07,0.01,4251014834,2664,Yes,High School or below,Male,Yes,Single,34,\N,3,4,31,Others,195,MI,317,76,No,No,0.56,378,378,0,2015,3 -55,13050,0.01,0.03,4251090712,2665,Yes,Bachelor or equivalent,Male,Yes,Married,41,\N,1,2,71,Non-technology Related Job,55,PA,320,186,No,No,0.77,1069,534,0,2015,1 -55,13050,0.01,0.03,4251090712,2665,Yes,Bachelor or equivalent,Male,Yes,Married,41,\N,1,2,71,Non-technology Related Job,55,PA,320,186,No,No,0.77,4760,952,0,2015,2 -17,123950,0,0.03,4251071713,2666,Yes,Bachelor or equivalent,Female,Yes,Married,99,\N,3,7,90,Others,228,SC,17,201,No,No,0.23,3739,623,0,2015,1 -17,123950,0,0.03,4251071713,2666,Yes,Bachelor or equivalent,Female,Yes,Married,99,\N,3,7,90,Others,228,SC,17,201,No,No,0.23,4134,826,0,2015,2 -33,121979,0.02,0.01,4251064402,2667,Yes,Master or equivalent,Female,Yes,Single,106,\N,1,5,30,Non-technology Related Job,88,CT,20,61,No,No,0.44,4334,866,0,2015,1 -33,121979,0.02,0.01,4251064402,2667,Yes,Master or equivalent,Female,Yes,Single,106,\N,1,5,30,Non-technology Related Job,88,CT,20,61,No,No,0.44,2113,704,0,2015,2 -63,232880,0,0.01,4251010166,2668,Yes,Master or equivalent,Male,No,Married,44,\N,2,2,49,Others,260,FL,217,76,No,No,0.89,5898,842,0,2015,1 -63,232880,0,0.01,4251010166,2668,Yes,Master or equivalent,Male,No,Married,44,\N,2,2,49,Others,260,FL,217,76,No,No,0.89,6825,975,0,2015,2 -79,230909,0.02,0.03,4251090703,2669,Yes,High School or below,Female,No,Single,52,\N,1,0,89,Non-technology Related Job,120,MT,221,186,No,No,0.1,1294,323,0,2015,1 -79,230909,0.02,0.03,4251090703,2669,Yes,High School or below,Female,No,Single,52,\N,1,0,89,Non-technology Related Job,120,MT,221,186,No,No,0.1,5065,562,0,2015,2 -79,230909,0.02,0.03,4251090703,2669,Yes,High School or below,Female,No,Single,52,\N,1,0,89,Non-technology Related Job,120,MT,221,186,No,No,0.1,212,212,0,2015,3 -42,91809,0,0.03,4251036004,2670,Yes,High School or below,Male,Yes,Single,110,\N,2,5,8,Others,293,NV,418,201,No,Yes,0.56,5688,812,0,2015,1 -42,91809,0,0.03,4251036004,2670,Yes,High School or below,Male,Yes,Single,110,\N,2,5,8,Others,293,NV,418,201,No,Yes,0.56,2450,816,0,2015,2 -57,89838,0.02,0.01,4251056729,2671,Yes,High School or below,Male,Yes,Married,117,\N,1,3,48,Non-technology Related Job,153,UT,421,61,No,No,0.77,1082,541,0,2015,1 -57,89838,0.02,0.01,4251056729,2671,Yes,High School or below,Male,Yes,Married,117,\N,1,3,48,Non-technology Related Job,153,UT,421,61,No,No,0.77,8244,687,0,2015,2 -20,200739,0,0.01,4251025393,2672,Yes,High School or below,Female,Yes,Married,55,\N,2,0,67,Others,325,VA,118,76,No,No,0.23,2133,1066,0,2015,1 -20,200739,0,0.01,4251025393,2672,Yes,High School or below,Female,Yes,Married,55,\N,2,0,67,Others,325,VA,118,76,No,No,0.23,2702,450,0,2015,2 -36,198768,0.02,0.03,4251067194,2673,Yes,Bachelor or equivalent,Female,Yes,Married,63,\N,0,6,7,Non-technology Related Job,186,IL,121,186,No,No,0.44,4230,604,0,2015,1 -36,198768,0.02,0.03,4251067194,2673,Yes,Bachelor or equivalent,Female,Yes,Married,63,\N,0,6,7,Non-technology Related Job,186,IL,121,186,No,No,0.44,1804,451,0,2015,2 -66,59668,0.01,0.03,4251043530,2674,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,2,3,25,Others,358,IA,318,201,No,No,0.89,2271,757,0,2015,1 -66,59668,0.01,0.03,4251043530,2674,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,2,3,25,Others,358,IA,318,201,No,No,0.89,5157,736,0,2015,2 -14,57697,0.03,0.01,4251077561,2675,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,0,1,66,Others,218,NY,322,61,No,No,0.11,1161,1161,0,2015,1 -14,57697,0.03,0.01,4251077561,2675,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,0,1,66,Others,218,NY,322,61,No,No,0.11,1819,606,0,2015,2 -44,168597,0.01,0.01,4251045036,2676,Yes,Master or equivalent,Male,Yes,Single,66,\N,1,7,84,Others,391,ND,18,76,Yes,No,0.56,1059,529,0,2015,1 -44,168597,0.01,0.01,4251045036,2676,Yes,Master or equivalent,Male,Yes,Single,66,\N,1,7,84,Others,391,ND,18,76,Yes,No,0.56,2675,535,0,2015,2 -60,166626,0.03,0.03,4251030771,2677,Yes,High School or below,Male,No,Married,73,\N,0,4,25,Others,251,AL,22,186,No,No,0.77,2937,979,0,2015,1 -60,166626,0.03,0.03,4251030771,2677,Yes,High School or below,Male,No,Married,73,\N,0,4,25,Others,251,AL,22,186,No,No,0.77,4390,731,0,2015,2 -23,27527,0.01,0.03,4251082648,2678,Yes,High School or below,Female,Yes,Single,11,\N,1,2,43,Others,423,AK,219,201,No,No,0.23,2011,670,0,2015,1 -23,27527,0.01,0.03,4251082648,2678,Yes,High School or below,Female,Yes,Single,11,\N,1,2,43,Others,423,AK,219,201,No,No,0.23,1230,615,0,2015,2 -23,27527,0.01,0.03,4251082648,2678,Yes,High School or below,Female,Yes,Single,11,\N,1,2,43,Others,423,AK,219,201,No,No,0.23,548,548,0,2015,3 -38,25556,0.03,0.01,4251073339,2679,Yes,High School or below,Female,Yes,Married,19,\N,3,7,84,Others,283,ME,222,61,No,Yes,0.44,3844,640,0,2015,1 -38,25556,0.03,0.01,4251073339,2679,Yes,High School or below,Female,Yes,Married,19,\N,3,7,84,Others,283,ME,222,61,No,Yes,0.44,5422,602,0,2015,2 -69,136456,0.01,0.01,4251096049,2680,Yes,High School or below,Male,Yes,Married,77,\N,1,5,2,Others,456,MA,419,76,No,No,0.9,6787,969,0,2015,1 -69,136456,0.01,0.01,4251096049,2680,Yes,High School or below,Male,Yes,Married,77,\N,1,5,2,Others,456,MA,419,76,No,No,0.9,4653,930,0,2015,2 -17,134485,0.03,0.03,4251049347,2681,Yes,High School or below,Female,Yes,Single,84,\N,3,2,43,Others,316,PA,422,186,No,No,0.11,2070,517,0,2015,1 -17,134485,0.03,0.03,4251049347,2681,Yes,High School or below,Female,Yes,Single,84,\N,3,2,43,Others,316,PA,422,186,No,No,0.11,6815,757,0,2015,2 -47,245385,0.02,0.03,4251025058,2682,Yes,Bachelor or equivalent,Male,No,Single,22,\N,0,0,61,Others,488,SC,119,201,No,No,0.56,4070,581,0,2015,1 -47,245385,0.02,0.03,4251025058,2682,Yes,Bachelor or equivalent,Male,No,Single,22,\N,0,0,61,Others,488,SC,119,201,No,No,0.56,2799,559,0,2015,2 -47,245385,0.02,0.03,4251025058,2682,Yes,Bachelor or equivalent,Male,No,Single,22,\N,0,0,61,Others,488,SC,119,201,No,No,0.56,492,492,0,2015,3 -63,243414,0.04,0.01,4251063079,2683,Yes,Bachelor or equivalent,Male,No,Single,29,\N,3,5,2,Others,348,CT,123,61,No,No,0.77,797,398,0,2015,1 -63,243414,0.04,0.01,4251063079,2683,Yes,Bachelor or equivalent,Male,No,Single,29,\N,3,5,2,Others,348,CT,123,61,No,No,0.77,3705,529,0,2015,2 -25,104315,0.02,0.01,4251078130,2684,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,0,3,20,Others,21,DE,320,76,No,No,0.23,838,838,0,2015,1 -25,104315,0.02,0.01,4251078130,2684,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,0,3,20,Others,21,DE,320,76,No,No,0.23,2510,627,0,2015,2 -41,102344,0.04,0.03,4251075144,2685,Yes,PhD or equivalent,Male,Yes,Married,95,\N,3,0,61,Others,381,MO,323,186,No,No,0.44,2288,762,1,2015,1 -41,102344,0.04,0.03,4251075144,2685,Yes,PhD or equivalent,Male,Yes,Married,95,\N,3,0,61,Others,381,MO,323,186,No,No,0.44,5354,764,1,2015,2 -72,213244,0.02,0.03,4251015211,2686,Yes,High School or below,Female,Yes,Married,33,\N,0,6,79,Others,53,NE,20,201,No,No,0.9,2287,1143,0,2015,1 -72,213244,0.02,0.03,4251015211,2686,Yes,High School or below,Female,Yes,Married,33,\N,0,6,79,Others,53,NE,20,201,No,No,0.9,2908,969,0,2015,2 -20,211273,0.04,0.01,4251028886,2687,Yes,High School or below,Female,Yes,Single,40,\N,2,3,19,Others,413,UT,23,61,No,No,0.11,3227,461,0,2015,1 -20,211273,0.04,0.01,4251028886,2687,Yes,High School or below,Female,Yes,Single,40,\N,2,3,19,Others,413,UT,23,61,No,No,0.11,3334,476,0,2015,2 -50,72174,0.02,0.01,4251064360,2688,Yes,High School or below,Male,No,Single,98,\N,0,1,38,Others,86,VA,220,76,No,No,0.56,3807,951,0,2015,1 -50,72174,0.02,0.01,4251064360,2688,Yes,High School or below,Male,No,Single,98,\N,0,1,38,Others,86,VA,220,76,No,No,0.56,601,300,0,2015,2 -66,70202,0.04,0.03,4251044406,2689,Yes,High School or below,Male,Yes,Single,106,\N,2,6,78,Others,446,IL,224,186,No,No,0.77,4560,651,0,2015,1 -66,70202,0.04,0.03,4251044406,2689,Yes,High School or below,Male,Yes,Single,106,\N,2,6,78,Others,446,IL,224,186,No,No,0.77,2633,658,0,2015,2 -28,181103,0.03,0.03,4251097203,2690,Yes,High School or below,Female,Yes,Single,44,\N,3,4,97,Others,118,IN,421,201,No,No,0.23,7696,855,0,2015,1 -28,181103,0.03,0.03,4251097203,2690,Yes,High School or below,Female,Yes,Single,44,\N,3,4,97,Others,118,IN,421,201,No,No,0.23,2485,828,0,2015,2 -44,179132,0.05,0.01,4251019408,2691,Yes,Bachelor or equivalent,Male,Yes,Married,51,\N,2,1,37,Others,479,NM,424,61,No,No,0.44,1073,357,0,2015,1 -44,179132,0.05,0.01,4251019408,2691,Yes,Bachelor or equivalent,Male,Yes,Married,51,\N,2,1,37,Others,479,NM,424,61,No,No,0.44,9712,971,0,2015,2 -44,179132,0.05,0.01,4251019408,2691,Yes,Bachelor or equivalent,Male,Yes,Married,51,\N,2,1,37,Others,479,NM,424,61,No,No,0.44,952,952,0,2015,3 -74,40032,0.03,0.01,4251081511,2692,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,3,7,56,Others,151,NC,121,76,No,Yes,0.9,3231,646,0,2015,1 -74,40032,0.03,0.01,4251081511,2692,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,3,7,56,Others,151,NC,121,76,No,Yes,0.9,3395,679,0,2015,2 -22,38061,0.05,0.03,4251069211,2693,Yes,Master or equivalent,Female,Yes,Married,116,\N,2,5,96,Others,11,WY,124,186,No,No,0.11,2872,957,1,2015,1 -22,38061,0.05,0.03,4251069211,2693,Yes,Master or equivalent,Female,Yes,Married,116,\N,2,5,96,Others,11,WY,124,186,No,No,0.11,4240,706,1,2015,2 -53,148962,0.03,0.03,4251083701,2694,Yes,PhD or equivalent,Male,Yes,Married,54,\N,3,2,15,Others,184,AK,321,201,No,No,0.57,3425,856,0,2015,1 -53,148962,0.03,0.03,4251083701,2694,Yes,PhD or equivalent,Male,Yes,Married,54,\N,3,2,15,Others,184,AK,321,201,No,No,0.57,1004,502,0,2015,2 -69,146991,0.05,0.01,4251069287,2695,Yes,High School or below,Male,Yes,Single,62,\N,1,0,55,Others,44,ME,325,61,No,No,0.78,1585,792,0,2015,1 -69,146991,0.05,0.01,4251069287,2695,Yes,High School or below,Male,Yes,Single,62,\N,1,0,55,Others,44,ME,325,61,No,No,0.78,2104,526,0,2015,2 -31,7891,0.03,0.01,4251060946,2696,Yes,High School or below,Female,No,Single,0,\N,3,5,74,Others,216,MD,22,76,No,No,0.23,2728,909,0,2015,1 -31,7891,0.03,0.01,4251060946,2696,Yes,High School or below,Female,No,Single,0,\N,3,5,74,Others,216,MD,22,76,No,No,0.23,3836,959,0,2015,2 -47,5920,0.05,0.03,4251073190,2697,Yes,High School or below,Male,No,Married,7,\N,1,3,14,Others,76,OR,25,186,No,No,0.44,3950,658,0,2015,1 -47,5920,0.05,0.03,4251073190,2697,Yes,High School or below,Male,No,Married,7,\N,1,3,14,Others,76,OR,25,186,No,No,0.44,5029,558,0,2015,2 -77,116820,0.04,0.03,4251062856,2698,Yes,High School or below,Female,Yes,Married,65,\N,2,0,33,Others,249,RI,222,201,No,No,0.9,4495,899,0,2015,1 -77,116820,0.04,0.03,4251062856,2698,Yes,High School or below,Female,Yes,Married,65,\N,2,0,33,Others,249,RI,222,201,No,No,0.9,1124,1124,0,2015,2 -25,114849,0.06,0,4251058044,2699,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,1,6,73,Others,109,CO,225,61,No,No,0.11,2988,747,1,2015,1 -25,114849,0.06,0,4251058044,2699,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,1,6,73,Others,109,CO,225,61,No,No,0.11,3671,734,1,2015,2 -55,225750,0.04,0.01,4251093497,2700,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,2,3,92,Others,281,DE,422,76,No,No,0.57,4204,840,0,2015,1 -55,225750,0.04,0.01,4251093497,2700,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,2,3,92,Others,281,DE,422,76,No,No,0.57,4146,691,0,2015,2 -71,223779,0.06,0.02,4251025042,2701,Yes,Master or equivalent,Male,Yes,Single,18,\N,0,1,32,Others,141,MO,426,186,Yes,Yes,0.78,1071,535,0,2015,1 -71,223779,0.06,0.02,4251025042,2701,Yes,Master or equivalent,Male,Yes,Single,18,\N,0,1,32,Others,141,MO,426,186,Yes,Yes,0.78,2032,677,0,2015,2 -34,84679,0.04,0.03,4251022018,2702,Yes,Master or equivalent,Female,No,Single,76,\N,2,6,50,Others,314,MT,122,200,No,No,0.23,4042,577,0,2015,1 -34,84679,0.04,0.03,4251022018,2702,Yes,Master or equivalent,Female,No,Single,76,\N,2,6,50,Others,314,MT,122,200,No,No,0.23,5045,840,0,2015,2 -34,84679,0.04,0.03,4251022018,2702,Yes,Master or equivalent,Female,No,Single,76,\N,2,6,50,Others,314,MT,122,200,No,No,0.23,1198,1198,0,2015,3 -50,82708,0.06,0,4251071664,2703,Yes,High School or below,Male,Yes,Married,83,\N,0,4,91,Others,174,TX,126,60,No,No,0.44,4301,716,0,2015,1 -50,82708,0.06,0,4251071664,2703,Yes,High School or below,Male,Yes,Married,83,\N,0,4,91,Others,174,TX,126,60,No,No,0.44,6640,737,0,2015,2 -12,193608,0.04,0.01,4251056237,2704,Yes,High School or below,Female,Yes,Single,21,\N,1,2,9,Others,346,VT,323,75,No,No,0.9,547,182,0,2015,1 -12,193608,0.04,0.01,4251056237,2704,Yes,High School or below,Female,Yes,Single,21,\N,1,2,9,Others,346,VT,323,75,No,No,0.9,3787,1262,0,2015,2 -28,191637,0.06,0.02,4251041269,2705,Yes,High School or below,Female,Yes,Married,29,\N,0,7,50,Others,206,ID,326,185,No,No,0.11,2166,1083,0,2015,1 -28,191637,0.06,0.02,4251041269,2705,Yes,High School or below,Female,Yes,Married,29,\N,0,7,50,Others,206,ID,326,185,No,No,0.11,5776,722,0,2015,2 -28,191637,0.06,0.02,4251041269,2705,Yes,High School or below,Female,Yes,Married,29,\N,0,7,50,Others,206,ID,326,185,No,No,0.11,1141,1141,0,2015,3 -58,52538,0.05,0.03,4251067537,2706,Yes,High School or below,Male,Yes,Married,87,\N,1,5,68,Others,379,IN,23,200,No,No,0.57,721,360,0,2015,1 -58,52538,0.05,0.03,4251067537,2706,Yes,High School or below,Male,Yes,Married,87,\N,1,5,68,Others,379,IN,23,200,No,No,0.57,1532,766,0,2015,2 -74,50567,0.07,0,4251034166,2707,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,0,2,9,Others,239,NM,26,60,No,No,0.78,7595,843,0,2015,1 -74,50567,0.07,0,4251034166,2707,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,0,2,9,Others,239,NM,26,60,No,No,0.78,5420,602,0,2015,2 -74,50567,0.07,0,4251034166,2707,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,0,2,9,Others,239,NM,26,60,No,No,0.78,1373,1373,0,2015,3 -37,161467,0.05,0.01,4251095868,2708,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,1,0,27,Others,411,NY,223,75,No,No,0.23,6346,906,0,2015,1 -37,161467,0.05,0.01,4251095868,2708,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,1,0,27,Others,411,NY,223,75,No,No,0.23,2435,811,0,2015,2 -52,159496,0.07,0.02,4251031911,2709,Yes,Master or equivalent,Male,Yes,Single,39,\N,3,5,68,Others,272,WI,227,185,No,No,0.45,4104,684,0,2015,1 -52,159496,0.07,0.02,4251031911,2709,Yes,Master or equivalent,Male,Yes,Single,39,\N,3,5,68,Others,272,WI,227,185,No,No,0.45,4057,579,0,2015,2 -15,20397,0.05,0.03,4251038196,2710,Yes,Master or equivalent,Female,Yes,Single,97,\N,1,3,86,Others,444,AL,424,200,No,No,0.9,2352,784,0,2015,1 -15,20397,0.05,0.03,4251038196,2710,Yes,Master or equivalent,Female,Yes,Single,97,\N,1,3,86,Others,444,AL,424,200,No,No,0.9,3625,604,0,2015,2 -31,18426,0.07,0,4251066833,2711,Yes,High School or below,Female,No,Married,105,\N,3,0,27,Others,304,LA,427,60,No,No,0.11,2267,453,1,2015,1 -31,18426,0.07,0,4251066833,2711,Yes,High School or below,Female,No,Married,105,\N,3,0,27,Others,304,LA,427,60,No,No,0.11,2138,712,1,2015,2 -61,129326,0.05,0.01,4251055836,2712,Yes,High School or below,Male,Yes,Married,43,\N,0,6,45,Others,477,MD,124,75,No,No,0.57,3973,993,0,2015,1 -61,129326,0.05,0.01,4251055836,2712,Yes,High School or below,Male,Yes,Married,43,\N,0,6,45,Others,477,MD,124,75,No,No,0.57,5052,842,0,2015,2 -61,129326,0.05,0.01,4251055836,2712,Yes,High School or below,Male,Yes,Married,43,\N,0,6,45,Others,477,MD,124,75,No,No,0.57,287,287,0,2015,3 -77,127355,0.07,0.02,4251076142,2713,Yes,High School or below,Male,Yes,Single,50,\N,3,3,86,Others,337,OR,127,185,No,No,0.78,3082,616,0,2015,1 -77,127355,0.07,0.02,4251076142,2713,Yes,High School or below,Male,Yes,Single,50,\N,3,3,86,Others,337,OR,127,185,No,No,0.78,5572,696,0,2015,2 -39,238255,0.06,0.03,4251025952,2714,Yes,High School or below,Female,Yes,Married,108,\N,0,1,4,Others,9,PA,324,200,No,Yes,0.24,3513,878,0,2015,1 -39,238255,0.06,0.03,4251025952,2714,Yes,High School or below,Female,Yes,Married,108,\N,0,1,4,Others,9,PA,324,200,No,Yes,0.24,4706,522,0,2015,2 -55,236284,0,0,4251087066,2715,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,3,6,44,Others,369,CA,328,60,No,No,0.45,3075,1025,1,2015,1 -55,236284,0,0,4251087066,2715,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,3,6,44,Others,369,CA,328,60,No,No,0.45,3302,471,1,2015,2 -18,97185,0.06,0.01,4251087206,2716,Yes,Bachelor or equivalent,Female,No,Single,54,\N,0,4,63,Others,42,CT,25,75,No,No,0.9,4172,695,0,2015,1 -18,97185,0.06,0.01,4251087206,2716,Yes,Bachelor or equivalent,Female,No,Single,54,\N,0,4,63,Others,42,CT,25,75,No,No,0.9,2314,771,0,2015,2 -33,95214,0,0.02,4251053303,2717,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,2,1,3,Others,402,MS,28,185,No,No,0.11,3524,704,0,2015,1 -33,95214,0,0.02,4251053303,2717,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,2,1,3,Others,402,MS,28,185,No,No,0.11,6360,1060,0,2015,2 -64,206114,0.06,0.03,4251024733,2718,Yes,Master or equivalent,Male,Yes,Married,119,\N,3,7,22,Others,74,MT,225,200,No,No,0.57,1552,517,0,2015,1 -64,206114,0.06,0.03,4251024733,2718,Yes,Master or equivalent,Male,Yes,Married,119,\N,3,7,22,Others,74,MT,225,200,No,No,0.57,4202,840,0,2015,2 -12,204143,0,0,4251091000,2719,Yes,High School or below,Female,Yes,Married,6,\N,2,4,62,Others,434,TX,228,60,No,No,0.78,4676,935,0,2015,1 -12,204143,0,0,4251091000,2719,Yes,High School or below,Female,Yes,Married,6,\N,2,4,62,Others,434,TX,228,60,No,No,0.78,1242,1242,0,2015,2 -42,65043,0.06,0.01,4251068551,2720,Yes,High School or below,Male,Yes,Married,64,\N,3,2,81,Others,107,UT,425,75,No,No,0.24,3067,766,0,2015,1 -42,65043,0.06,0.01,4251068551,2720,Yes,High School or below,Male,Yes,Married,64,\N,3,2,81,Others,107,UT,425,75,No,No,0.24,3344,836,0,2015,2 -58,63072,0,0.02,4251053009,2721,Yes,High School or below,Male,Yes,Single,72,\N,2,0,21,Others,467,HI,429,185,No,No,0.45,6498,812,0,2015,1 -58,63072,0,0.02,4251053009,2721,Yes,High School or below,Male,Yes,Single,72,\N,2,0,21,Others,467,HI,429,185,No,No,0.45,3729,932,0,2015,2 -20,173973,0.07,0.03,4251080212,2722,Yes,High School or below,Female,Yes,Single,10,\N,3,5,40,Others,139,IL,126,200,No,No,0.9,2967,741,0,2015,1 -20,173973,0.07,0.03,4251080212,2722,Yes,High School or below,Female,Yes,Single,10,\N,3,5,40,Others,139,IL,126,200,No,No,0.9,4820,803,0,2015,2 -36,172002,0.01,0,4251040122,2723,No,High School or below,Female,Yes,Married,17,\N,1,3,80,Others,499,NJ,129,60,No,Yes,0.12,3670,917,1,2015,1 -36,172002,0.01,0,4251040122,2723,No,High School or below,Female,Yes,Married,17,\N,1,3,80,Others,499,NJ,129,60,No,Yes,0.12,7052,881,1,2015,2 -67,32902,0.07,0.01,4251096070,2724,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,3,0,99,Others,172,NY,326,75,No,No,0.57,3970,794,0,2015,1 -67,32902,0.07,0.01,4251096070,2724,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,3,0,99,Others,172,NY,326,75,No,No,0.57,4613,659,0,2015,2 -15,30931,0.01,0.02,4251092524,2725,Yes,Bachelor or equivalent,Female,No,Married,83,\N,1,6,39,Others,32,WI,329,185,No,No,0.78,6570,938,0,2015,1 -15,30931,0.01,0.02,4251092524,2725,Yes,Bachelor or equivalent,Female,No,Married,83,\N,1,6,39,Others,32,WI,329,185,No,No,0.78,3333,666,0,2015,2 -45,141832,0.07,0.03,4251028611,2726,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,2,3,58,Technology Related Job,204,AL,26,200,No,No,0.24,5291,881,0,2015,1 -45,141832,0.07,0.03,4251028611,2726,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,2,3,58,Technology Related Job,204,AL,26,200,No,No,0.24,2525,505,0,2015,2 -61,139860,0.01,0,4251041791,2727,Yes,Master or equivalent,Male,Yes,Single,28,\N,1,1,98,Others,65,KY,29,60,No,No,0.45,4077,582,0,2015,1 -61,139860,0.01,0,4251041791,2727,Yes,Master or equivalent,Male,Yes,Single,28,\N,1,1,98,Others,65,KY,29,60,No,No,0.45,3251,650,0,2015,2 -23,761,0.07,0.01,4251090763,2728,Yes,High School or below,Female,Yes,Single,86,\N,2,6,17,Technology Related Job,237,ME,226,75,No,No,0.91,4715,943,0,2015,1 -23,761,0.07,0.01,4251090763,2728,Yes,High School or below,Female,Yes,Single,86,\N,2,6,17,Technology Related Job,237,ME,226,75,No,No,0.91,4825,804,0,2015,2 -39,248790,0.02,0.02,4251073843,2729,Yes,High School or below,Female,Yes,Single,93,\N,1,4,57,Others,97,OK,230,185,No,No,0.12,4034,806,0,2015,1 -39,248790,0.02,0.02,4251073843,2729,Yes,High School or below,Female,Yes,Single,93,\N,1,4,57,Others,97,OK,230,185,No,No,0.12,348,174,0,2015,2 -69,109690,0,0.03,4251011673,2730,Yes,High School or below,Male,No,Single,31,\N,2,1,76,Technology Related Job,270,PA,427,200,No,No,0.57,4378,625,0,2015,1 -69,109690,0,0.03,4251011673,2730,Yes,High School or below,Male,No,Single,31,\N,2,1,76,Technology Related Job,270,PA,427,200,No,No,0.57,4199,839,0,2015,2 -17,107719,0.02,0,4251072695,2731,Yes,High School or below,Female,Yes,Married,39,\N,0,7,16,Others,130,CA,430,60,No,No,0.78,1029,514,0,2015,1 -17,107719,0.02,0,4251072695,2731,Yes,High School or below,Female,Yes,Married,39,\N,0,7,16,Others,130,CA,430,60,No,No,0.78,1057,352,0,2015,2 -48,218620,0,0.01,4251083714,2732,Yes,High School or below,Male,Yes,Married,97,\N,2,5,34,Technology Related Job,302,CT,127,75,No,No,0.24,3316,663,0,2015,1 -48,218620,0,0.01,4251083714,2732,Yes,High School or below,Male,Yes,Married,97,\N,2,5,34,Technology Related Job,302,CT,127,75,No,No,0.24,5455,779,0,2015,2 -64,216649,0.02,0.02,4251031793,2733,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,0,2,75,Others,162,MN,130,185,No,No,0.45,4546,909,0,2015,1 -64,216649,0.02,0.02,4251031793,2733,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,0,2,75,Others,162,MN,130,185,No,No,0.45,4903,612,0,2015,2 -26,77549,0,0.03,4251020106,2734,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,1,0,93,Technology Related Job,335,MO,327,200,No,No,0.91,4740,677,0,2015,1 -26,77549,0,0.03,4251020106,2734,Yes,Bachelor or equivalent,Female,Yes,Married,42,\N,1,0,93,Technology Related Job,335,MO,327,200,No,No,0.91,1012,1012,0,2015,2 -42,75578,0.02,0,4251035271,2735,Yes,Master or equivalent,Female,Yes,Single,50,\N,0,5,34,Others,195,TN,331,60,No,No,0.12,3509,701,0,2015,1 -42,75578,0.02,0,4251035271,2735,Yes,Master or equivalent,Female,Yes,Single,50,\N,0,5,34,Others,195,TN,331,60,No,No,0.12,1175,587,0,2015,2 -72,186478,0,0.01,4251041421,2736,Yes,PhD or equivalent,Male,Yes,Single,107,\N,1,3,52,Technology Related Job,367,UT,28,75,No,Yes,0.57,663,663,0,2015,1 -72,186478,0,0.01,4251041421,2736,Yes,PhD or equivalent,Male,Yes,Single,107,\N,1,3,52,Technology Related Job,367,UT,28,75,No,Yes,0.57,1413,471,0,2015,2 -20,184507,0.03,0.02,4251072558,2737,Yes,High School or below,Female,Yes,Married,115,\N,0,0,93,Others,227,HI,31,185,No,No,0.78,1897,948,0,2015,1 -20,184507,0.03,0.02,4251072558,2737,Yes,High School or below,Female,Yes,Married,115,\N,0,0,93,Others,227,HI,31,185,No,No,0.78,3918,653,0,2015,2 -20,184507,0.03,0.02,4251072558,2737,Yes,High School or below,Female,Yes,Married,115,\N,0,0,93,Others,227,HI,31,185,No,No,0.78,1108,1108,0,2015,3 -51,45408,0.01,0.03,4251078268,2738,Yes,High School or below,Male,Yes,Married,53,\N,1,6,11,Technology Related Job,400,IL,228,200,No,No,0.24,3207,801,0,2015,1 -51,45408,0.01,0.03,4251078268,2738,Yes,High School or below,Male,Yes,Married,53,\N,1,6,11,Technology Related Job,400,IL,228,200,No,No,0.24,2066,688,0,2015,2 -66,43437,0.03,0,4251044407,2739,Yes,High School or below,Male,No,Married,60,\N,3,3,52,Others,260,NH,231,60,No,No,0.45,4287,857,0,2015,1 -66,43437,0.03,0,4251044407,2739,Yes,High School or below,Male,No,Married,60,\N,3,3,52,Others,260,NH,231,60,No,No,0.45,2046,682,0,2015,2 -66,43437,0.03,0,4251044407,2739,Yes,High School or below,Male,No,Married,60,\N,3,3,52,Others,260,NH,231,60,No,No,0.45,948,948,0,2015,3 -29,154337,0.01,0.01,4251083226,2740,Yes,High School or below,Female,Yes,Married,118,\N,0,1,70,Technology Related Job,432,NM,428,75,Yes,No,0.91,3088,772,0,2015,1 -29,154337,0.01,0.01,4251083226,2740,Yes,High School or below,Female,Yes,Married,118,\N,0,1,70,Technology Related Job,432,NM,428,75,Yes,No,0.91,1877,938,0,2015,2 -45,152366,0.03,0.02,4251043043,2741,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,3,6,11,Others,292,WV,432,185,No,No,0.12,1501,500,0,2015,1 -45,152366,0.03,0.02,4251043043,2741,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,3,6,11,Others,292,WV,432,185,No,No,0.12,1095,365,0,2015,2 -75,13266,0.01,0.03,4251045398,2742,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,0,4,29,Technology Related Job,465,WY,129,200,No,No,0.58,2527,631,0,2015,1 -75,13266,0.01,0.03,4251045398,2742,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,0,4,29,Technology Related Job,465,WY,129,200,No,No,0.58,4482,896,0,2015,2 -23,11295,0.03,0,4251063729,2743,Yes,Master or equivalent,Female,Yes,Married,71,\N,3,1,70,Others,325,KY,132,60,No,No,0.79,4466,744,0,2015,1 -23,11295,0.03,0,4251063729,2743,Yes,Master or equivalent,Female,Yes,Married,71,\N,3,1,70,Others,325,KY,132,60,No,No,0.79,5362,766,0,2015,2 -53,122196,0.01,0.01,4251057220,2744,Yes,Master or equivalent,Male,No,Single,9,\N,0,7,88,Technology Related Job,497,ME,329,75,No,No,0.24,2692,897,0,2015,1 -53,122196,0.01,0.01,4251057220,2744,Yes,Master or equivalent,Male,No,Single,9,\N,0,7,88,Technology Related Job,497,ME,329,75,No,No,0.24,6352,705,0,2015,2 -69,120225,0.04,0.02,4251021598,2745,Yes,High School or below,Male,No,Married,16,\N,2,4,28,Others,358,OH,332,185,No,Yes,0.45,6506,722,0,2015,1 -69,120225,0.04,0.02,4251021598,2745,Yes,High School or below,Male,No,Married,16,\N,2,4,28,Others,358,OH,332,185,No,Yes,0.45,936,234,0,2015,2 -32,231125,0.02,0.03,4251068711,2746,Yes,High School or below,Female,Yes,Married,74,\N,0,2,47,Technology Related Job,30,OR,29,200,No,No,0.91,6371,910,0,2015,1 -32,231125,0.02,0.03,4251068711,2746,Yes,High School or below,Female,Yes,Married,74,\N,0,2,47,Technology Related Job,30,OR,29,200,No,No,0.91,6113,679,0,2015,2 -47,229154,0.04,0,4251055399,2747,Yes,High School or below,Male,Yes,Single,82,\N,2,7,87,Others,390,AR,33,60,No,No,0.12,8271,919,0,2015,1 -47,229154,0.04,0,4251055399,2747,Yes,High School or below,Male,Yes,Single,82,\N,2,7,87,Others,390,AR,33,60,No,No,0.12,3249,812,0,2015,2 -78,90055,0.02,0.01,4251097473,2748,Yes,High School or below,Male,Yes,Single,20,\N,3,5,6,Technology Related Job,63,CO,229,75,No,No,0.58,5269,878,0,2015,1 -78,90055,0.02,0.01,4251097473,2748,Yes,High School or below,Male,Yes,Single,20,\N,3,5,6,Technology Related Job,63,CO,229,75,No,No,0.58,4009,801,0,2015,2 -78,90055,0.02,0.01,4251097473,2748,Yes,High School or below,Male,Yes,Single,20,\N,3,5,6,Technology Related Job,63,CO,229,75,No,No,0.58,1362,1362,0,2015,3 -26,88084,0.04,0.02,4251041581,2749,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,2,3,46,Others,423,MN,233,185,No,No,0.79,4707,1176,0,2015,1 -26,88084,0.04,0.02,4251041581,2749,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,2,3,46,Others,423,MN,233,185,No,No,0.79,3394,565,0,2015,2 -26,88084,0.04,0.02,4251041581,2749,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,2,3,46,Others,423,MN,233,185,No,No,0.79,2859,714,0,2015,3 -56,198984,0.02,0.03,4251096615,2750,Yes,Bachelor or equivalent,Male,Yes,Single,85,\N,3,0,65,Technology Related Job,95,MO,430,200,No,No,0.24,5190,1038,0,2015,1 -56,198984,0.02,0.03,4251096615,2750,Yes,Bachelor or equivalent,Male,Yes,Single,85,\N,3,0,65,Technology Related Job,95,MO,430,200,No,No,0.24,5225,870,0,2015,2 -72,197013,0.04,0,4251036154,2751,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,2,6,5,Others,455,SD,433,60,No,No,0.45,5033,838,0,2015,1 -72,197013,0.04,0,4251036154,2751,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,2,6,5,Others,455,SD,433,60,No,No,0.45,5680,811,0,2015,2 -34,57913,0.03,0.01,4251053789,2752,Yes,Master or equivalent,Female,Yes,Married,31,\N,3,3,24,Technology Related Job,128,TX,130,75,No,No,0.91,1948,974,0,2015,1 -34,57913,0.03,0.01,4251053789,2752,Yes,Master or equivalent,Female,Yes,Married,31,\N,3,3,24,Technology Related Job,128,TX,130,75,No,No,0.91,7599,949,0,2015,2 -50,55942,0.05,0.02,4251077574,2753,Yes,High School or below,Male,No,Single,38,\N,1,1,64,Others,488,GA,133,185,No,No,0.12,1339,669,0,2015,1 -50,55942,0.05,0.02,4251077574,2753,Yes,High School or below,Male,No,Single,38,\N,1,1,64,Others,488,GA,133,185,No,No,0.12,3043,434,0,2015,2 -13,166843,0.03,0.03,4251018012,2754,Yes,High School or below,Female,Yes,Single,96,\N,3,6,83,Technology Related Job,160,ID,330,200,No,No,0.58,740,246,0,2015,1 -13,166843,0.03,0.03,4251018012,2754,Yes,High School or below,Female,Yes,Single,96,\N,3,6,83,Technology Related Job,160,ID,330,200,No,No,0.58,2373,474,0,2015,2 -29,164872,0.05,0,4251032854,2755,Yes,High School or below,Female,Yes,Single,103,\N,1,4,23,Others,20,NH,334,60,No,No,0.79,5009,1001,0,2015,1 -29,164872,0.05,0,4251032854,2755,Yes,High School or below,Female,Yes,Single,103,\N,1,4,23,Others,20,NH,334,60,No,No,0.79,6181,772,0,2015,2 -59,25772,0.03,0,4251080230,2756,Yes,High School or below,Male,Yes,Single,41,\N,2,1,42,Technology Related Job,193,NM,31,75,No,No,0.24,3609,902,0,2015,1 -59,25772,0.03,0,4251080230,2756,Yes,High School or below,Male,Yes,Single,41,\N,2,1,42,Technology Related Job,193,NM,31,75,No,No,0.24,3801,760,0,2015,2 -75,23801,0.05,0.02,4251057966,2757,Yes,Bachelor or equivalent,Male,Yes,Married,49,\N,1,7,82,Others,53,WV,34,185,No,No,0.46,5048,1009,0,2015,1 -75,23801,0.05,0.02,4251057966,2757,Yes,Bachelor or equivalent,Male,Yes,Married,49,\N,1,7,82,Others,53,WV,34,185,No,No,0.46,2680,893,0,2015,2 -75,23801,0.05,0.02,4251057966,2757,Yes,Bachelor or equivalent,Male,Yes,Married,49,\N,1,7,82,Others,53,WV,34,185,No,No,0.46,921,921,0,2015,3 -37,134701,0.03,0.02,4251024643,2758,Yes,Bachelor or equivalent,Female,No,Married,107,\N,2,4,1,Technology Related Job,225,WI,231,200,No,Yes,0.91,4140,828,0,2015,1 -37,134701,0.03,0.02,4251024643,2758,Yes,Bachelor or equivalent,Female,No,Married,107,\N,2,4,1,Technology Related Job,225,WI,231,200,No,Yes,0.91,1994,664,0,2015,2 -53,132730,0.05,0,4251054863,2759,Yes,Bachelor or equivalent,Male,No,Single,114,\N,0,2,41,Others,85,KS,234,60,No,No,0.12,4551,910,0,2015,1 -53,132730,0.05,0,4251054863,2759,Yes,Bachelor or equivalent,Male,No,Single,114,\N,0,2,41,Others,85,KS,234,60,No,No,0.12,4261,852,0,2015,2 -15,243631,0.04,0,4251008191,2760,Yes,Master or equivalent,Female,Yes,Married,52,\N,2,0,59,Technology Related Job,258,LA,431,75,No,No,0.58,3928,654,1,2015,1 -15,243631,0.04,0,4251008191,2760,Yes,Master or equivalent,Female,Yes,Married,52,\N,2,0,59,Technology Related Job,258,LA,431,75,No,No,0.58,2480,620,1,2015,2 -31,241660,0.06,0.02,4251053807,2761,Yes,PhD or equivalent,Female,Yes,Single,60,\N,0,5,0,Others,118,OH,435,185,No,No,0.79,5331,888,0,2015,1 -31,241660,0.06,0.02,4251053807,2761,Yes,PhD or equivalent,Female,Yes,Single,60,\N,0,5,0,Others,118,OH,435,185,No,No,0.79,7560,756,0,2015,2 -62,102560,0.04,0.02,4251035957,2762,Yes,High School or below,Male,Yes,Single,117,\N,1,3,18,Technology Related Job,290,OR,132,200,No,No,0.25,6888,861,0,2015,1 -62,102560,0.04,0.02,4251035957,2762,Yes,High School or below,Male,Yes,Single,117,\N,1,3,18,Technology Related Job,290,OR,132,200,No,No,0.25,1628,814,0,2015,2 -78,100589,0.06,0,4251013455,2763,Yes,High School or below,Male,Yes,Married,5,\N,0,0,59,Others,151,AR,135,60,No,No,0.46,2543,847,0,2015,1 -78,100589,0.06,0,4251013455,2763,Yes,High School or below,Male,Yes,Married,5,\N,0,0,59,Others,151,AR,135,60,No,No,0.46,4410,1102,0,2015,2 -40,211489,0.04,0,4251066270,2764,Yes,High School or below,Female,No,Married,63,\N,1,6,77,Technology Related Job,323,CA,332,75,No,No,0.91,7480,1068,0,2015,1 -40,211489,0.04,0,4251066270,2764,Yes,High School or below,Female,No,Married,63,\N,1,6,77,Technology Related Job,323,CA,332,75,No,No,0.91,4787,797,0,2015,2 -56,209518,0.06,0.02,4251019100,2765,Yes,High School or below,Male,Yes,Married,70,\N,0,3,18,Others,183,MI,335,185,Yes,No,0.12,2579,644,0,2015,1 -56,209518,0.06,0.02,4251019100,2765,Yes,High School or below,Male,Yes,Married,70,\N,0,3,18,Others,183,MI,335,185,Yes,No,0.12,2443,610,0,2015,2 -56,209518,0.06,0.02,4251019100,2765,Yes,High School or below,Male,Yes,Married,70,\N,0,3,18,Others,183,MI,335,185,Yes,No,0.12,166,166,0,2015,3 -18,70419,0.04,0.02,4251043105,2766,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,1,1,36,Technology Related Job,356,MS,32,200,No,No,0.58,6111,873,0,2015,1 -18,70419,0.04,0.02,4251043105,2766,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,1,1,36,Technology Related Job,356,MS,32,200,No,No,0.58,3609,902,0,2015,2 -34,68448,0.06,0,4251021813,2767,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,3,6,77,Others,216,SD,36,60,No,Yes,0.79,5417,773,0,2015,1 -34,68448,0.06,0,4251021813,2767,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,3,6,77,Others,216,SD,36,60,No,Yes,0.79,2497,1248,0,2015,2 -64,179348,0.05,0,4251071810,2768,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,1,4,95,Technology Related Job,388,TX,233,75,No,No,0.25,2351,470,0,2015,1 -64,179348,0.05,0,4251071810,2768,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,1,4,95,Technology Related Job,388,TX,233,75,No,No,0.25,4455,891,0,2015,2 -64,179348,0.05,0,4251071810,2768,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,1,4,95,Technology Related Job,388,TX,233,75,No,No,0.25,705,705,0,2015,3 -12,177377,0.07,0.02,4251010899,2769,No,Master or equivalent,Male,Yes,Married,81,\N,3,1,36,Others,248,GA,236,185,No,No,0.46,1922,274,0,2015,1 -12,177377,0.07,0.02,4251010899,2769,No,Master or equivalent,Male,Yes,Married,81,\N,3,1,36,Others,248,GA,236,185,No,No,0.46,2497,624,0,2015,2 -43,38278,0.05,0.02,4251075749,2770,Yes,PhD or equivalent,Female,Yes,Single,19,\N,0,7,54,Technology Related Job,421,HI,433,200,No,No,0.91,2243,747,0,2015,1 -43,38278,0.05,0.02,4251075749,2770,Yes,PhD or equivalent,Female,Yes,Single,19,\N,0,7,54,Technology Related Job,421,HI,433,200,No,No,0.91,6776,677,0,2015,2 -59,36307,0.07,0,4251044878,2771,Yes,High School or below,Male,Yes,Married,26,\N,3,4,95,Others,281,NV,436,60,No,No,0.13,1085,542,0,2015,1 -59,36307,0.07,0,4251044878,2771,Yes,High School or below,Male,Yes,Married,26,\N,3,4,95,Others,281,NV,436,60,No,No,0.13,1799,899,0,2015,2 -21,147207,0.05,0,4251088591,2772,Yes,High School or below,Female,No,Married,84,\N,0,2,13,Technology Related Job,453,NJ,133,75,No,No,0.58,1253,1253,0,2015,1 -21,147207,0.05,0,4251088591,2772,Yes,High School or below,Female,No,Married,84,\N,0,2,13,Technology Related Job,453,NJ,133,75,No,No,0.58,1622,540,0,2015,2 -37,145236,0.07,0.02,4251079719,2773,Yes,High School or below,Female,No,Single,92,\N,3,7,53,Others,313,WA,136,185,No,No,0.79,2971,742,0,2015,1 -37,145236,0.07,0.02,4251079719,2773,Yes,High School or below,Female,No,Single,92,\N,3,7,53,Others,313,WA,136,185,No,No,0.79,7458,1243,0,2015,2 -67,6136,0.05,0.02,4251059203,2774,Yes,High School or below,Male,Yes,Single,30,\N,0,5,72,Technology Related Job,486,WI,333,200,No,No,0.25,4936,705,0,2015,1 -67,6136,0.05,0.02,4251059203,2774,Yes,High School or below,Male,Yes,Single,30,\N,0,5,72,Technology Related Job,486,WI,333,200,No,No,0.25,7090,787,0,2015,2 -15,4165,0.07,0,4251071295,2775,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,2,2,12,Others,346,KS,337,60,No,No,0.46,6598,942,0,2015,1 -15,4165,0.07,0,4251071295,2775,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,2,2,12,Others,346,KS,337,60,No,No,0.46,1658,829,0,2015,2 -46,115066,0.06,0,4251016692,2776,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,0,0,31,Technology Related Job,18,KY,34,75,No,No,0.92,3929,982,0,2015,1 -46,115066,0.06,0,4251016692,2776,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,0,0,31,Technology Related Job,18,KY,34,75,No,No,0.92,1108,554,0,2015,2 -61,113095,0,0.02,4251016635,2777,Yes,Master or equivalent,Male,Yes,Married,103,\N,2,5,71,Others,378,ND,37,185,No,No,0.13,836,418,0,2015,1 -61,113095,0,0.02,4251016635,2777,Yes,Master or equivalent,Male,Yes,Married,103,\N,2,5,71,Others,378,ND,37,185,No,No,0.13,5163,860,0,2015,2 -24,223995,0.06,0.02,4251020033,2778,Yes,Master or equivalent,Female,No,Married,41,\N,3,3,90,Technology Related Job,51,OK,234,200,No,No,0.58,2188,437,0,2015,1 -24,223995,0.06,0.02,4251020033,2778,Yes,Master or equivalent,Female,No,Married,41,\N,3,3,90,Technology Related Job,51,OK,234,200,No,No,0.58,1203,401,0,2015,2 -40,222024,0,0,4251075725,2779,Yes,High School or below,Female,Yes,Single,48,\N,2,1,30,Others,411,AZ,237,60,No,No,0.79,1096,1096,0,2015,1 -40,222024,0,0,4251075725,2779,Yes,High School or below,Female,Yes,Single,48,\N,2,1,30,Others,411,AZ,237,60,No,No,0.79,2143,535,0,2015,2 -70,82924,0.06,0,4251030956,2780,Yes,High School or below,Male,Yes,Married,106,\N,3,6,49,Technology Related Job,83,CA,434,75,No,Yes,0.25,7417,927,0,2015,1 -70,82924,0.06,0,4251030956,2780,Yes,High School or below,Male,Yes,Married,106,\N,3,6,49,Technology Related Job,83,CA,434,75,No,Yes,0.25,6553,819,0,2015,2 -18,80953,0,0.02,4251093277,2781,Yes,High School or below,Female,Yes,Single,113,\N,1,4,89,Others,444,MI,438,185,No,No,0.46,6890,765,0,2015,1 -18,80953,0,0.02,4251093277,2781,Yes,High School or below,Female,Yes,Single,113,\N,1,4,89,Others,444,MI,438,185,No,No,0.46,4248,1062,0,2015,2 -48,191854,0.06,0.02,4251099216,2782,Yes,High School or below,Male,Yes,Single,51,\N,3,1,8,Technology Related Job,116,MN,135,200,No,No,0.92,2362,787,0,2015,1 -48,191854,0.06,0.02,4251099216,2782,Yes,High School or below,Male,Yes,Single,51,\N,3,1,8,Technology Related Job,116,MN,135,200,No,No,0.92,3785,946,0,2015,2 -64,189883,0,0,4251055162,2783,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,1,7,48,Others,476,SC,138,60,No,No,0.13,4663,666,0,2015,1 -64,189883,0,0,4251055162,2783,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,1,7,48,Others,476,SC,138,60,No,No,0.13,1621,810,0,2015,2 -64,189883,0,0,4251055162,2783,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,1,7,48,Others,476,SC,138,60,No,No,0.13,619,619,0,2015,3 -27,50783,0.07,0,4251074298,2784,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,2,4,67,Technology Related Job,149,TN,335,75,No,No,0.58,3496,874,1,2015,1 -27,50783,0.07,0,4251074298,2784,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,2,4,67,Technology Related Job,149,TN,335,75,No,No,0.58,2778,555,1,2015,2 -42,48812,0.01,0.02,4251098003,2785,Yes,Master or equivalent,Female,Yes,Married,4,\N,1,2,7,Others,9,FL,338,185,No,No,0.79,3696,739,0,2015,1 -42,48812,0.01,0.02,4251098003,2785,Yes,Master or equivalent,Female,Yes,Married,4,\N,1,2,7,Others,9,FL,338,185,No,No,0.79,4281,611,0,2015,2 -42,48812,0.01,0.02,4251098003,2785,Yes,Master or equivalent,Female,Yes,Married,4,\N,1,2,7,Others,9,FL,338,185,No,No,0.79,1402,1402,0,2015,3 -73,159713,0.07,0.02,4251021682,2786,Yes,Master or equivalent,Male,Yes,Married,62,\N,2,7,26,Technology Related Job,181,HI,35,200,No,No,0.25,6066,758,0,2015,1 -73,159713,0.07,0.02,4251021682,2786,Yes,Master or equivalent,Male,Yes,Married,62,\N,2,7,26,Technology Related Job,181,HI,35,200,No,No,0.25,3550,710,0,2015,2 -21,157742,0.01,0,4251096230,2787,Yes,High School or below,Female,No,Single,70,\N,1,5,66,Others,41,NV,39,60,No,No,0.46,4495,749,0,2015,1 -21,157742,0.01,0,4251096230,2787,Yes,High School or below,Female,No,Single,70,\N,1,5,66,Others,41,NV,39,60,No,No,0.46,7420,1060,0,2015,2 -51,18642,0.07,0,4251025233,2788,Yes,High School or below,Male,Yes,Single,7,\N,2,2,84,Technology Related Job,214,NH,236,75,No,No,0.92,4827,804,0,2015,1 -51,18642,0.07,0,4251025233,2788,Yes,High School or below,Male,Yes,Single,7,\N,2,2,84,Technology Related Job,214,NH,236,75,No,No,0.92,5352,892,0,2015,2 -51,18642,0.07,0,4251025233,2788,Yes,High School or below,Male,Yes,Single,7,\N,2,2,84,Technology Related Job,214,NH,236,75,No,No,0.92,674,674,0,2015,3 -67,16671,0.01,0.02,4251045993,2789,Yes,High School or below,Male,Yes,Married,15,\N,0,0,25,Technology Related Job,74,VA,239,185,No,Yes,0.13,2253,375,0,2015,1 -67,16671,0.01,0.02,4251045993,2789,Yes,High School or below,Male,Yes,Married,15,\N,0,0,25,Technology Related Job,74,VA,239,185,No,Yes,0.13,3698,739,0,2015,2 -29,127571,0.07,0.02,4251064757,2790,Yes,High School or below,Female,Yes,Single,73,\N,2,6,43,Technology Related Job,246,WV,436,200,No,No,0.59,2834,708,0,2015,1 -29,127571,0.07,0.02,4251064757,2790,Yes,High School or below,Female,Yes,Single,73,\N,2,6,43,Technology Related Job,246,WV,436,200,No,No,0.59,2096,1048,0,2015,2 -45,125600,0.01,0,4251035292,2791,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,0,3,84,Technology Related Job,106,IA,439,60,No,No,0.8,901,901,0,2015,1 -45,125600,0.01,0,4251035292,2791,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,0,3,84,Technology Related Job,106,IA,439,60,No,No,0.8,2939,587,0,2015,2 -76,236501,0,0,4251061726,2792,Yes,Bachelor or equivalent,Male,No,Married,18,\N,1,1,2,Technology Related Job,279,KY,136,75,No,No,0.25,4808,686,0,2015,1 -76,236501,0,0,4251061726,2792,Yes,Bachelor or equivalent,Male,No,Married,18,\N,1,1,2,Technology Related Job,279,KY,136,75,No,No,0.25,2035,678,0,2015,2 -24,234530,0.02,0.02,4251069122,2793,Yes,Bachelor or equivalent,Female,Yes,Single,26,\N,0,6,43,Technology Related Job,139,ND,140,185,No,No,0.46,9599,872,0,2015,1 -24,234530,0.02,0.02,4251069122,2793,Yes,Bachelor or equivalent,Female,Yes,Single,26,\N,0,6,43,Technology Related Job,139,ND,140,185,No,No,0.46,3167,527,0,2015,2 -54,95430,0,0.02,4251048575,2794,Yes,Master or equivalent,Male,Yes,Single,84,\N,1,4,61,Technology Related Job,311,OH,336,200,No,No,0.92,4502,643,0,2015,1 -54,95430,0,0.02,4251048575,2794,Yes,Master or equivalent,Male,Yes,Single,84,\N,1,4,61,Technology Related Job,311,OH,336,200,No,No,0.92,4153,692,0,2015,2 -70,93459,0.02,0,4251035788,2795,Yes,High School or below,Male,Yes,Single,91,\N,0,1,2,Technology Related Job,171,AK,340,60,No,No,0.13,1248,416,0,2015,1 -70,93459,0.02,0,4251035788,2795,Yes,High School or below,Male,Yes,Single,91,\N,0,1,2,Technology Related Job,171,AK,340,60,No,No,0.13,5053,721,0,2015,2 -32,204359,0,0,4251014402,2796,Yes,High School or below,Female,Yes,Single,29,\N,1,7,20,Technology Related Job,344,AR,37,75,No,No,0.59,5465,683,0,2015,1 -32,204359,0,0,4251014402,2796,Yes,High School or below,Female,Yes,Single,29,\N,1,7,20,Technology Related Job,344,AR,37,75,No,No,0.59,5146,857,0,2015,2 -48,202388,0.02,0.02,4251070649,2797,Yes,High School or below,Female,Yes,Married,36,\N,3,4,61,Technology Related Job,204,MA,40,184,No,No,0.8,4123,824,1,2015,1 -48,202388,0.02,0.02,4251070649,2797,Yes,High School or below,Female,Yes,Married,36,\N,3,4,61,Technology Related Job,204,MA,40,184,No,No,0.8,3976,994,1,2015,2 -48,202388,0.02,0.02,4251070649,2797,Yes,High School or below,Female,Yes,Married,36,\N,3,4,61,Technology Related Job,204,MA,40,184,No,No,0.8,1443,721,1,2015,3 -78,63289,0,0.02,4251070994,2798,Yes,High School or below,Male,Yes,Married,94,\N,1,2,79,Technology Related Job,376,MN,237,199,No,No,0.25,2975,743,0,2015,1 -26,61318,0.02,0,4251038985,2799,Yes,High School or below,Female,Yes,Single,102,\N,3,7,20,Technology Related Job,237,SC,240,59,No,No,0.46,4110,1027,0,2015,1 -26,61318,0.02,0,4251038985,2799,Yes,High School or below,Female,Yes,Single,102,\N,3,7,20,Technology Related Job,237,SC,240,59,No,No,0.46,3567,594,0,2015,2 -57,172218,0.01,0,4251093142,2800,Yes,Bachelor or equivalent,Male,Yes,Married,40,\N,0,5,38,Technology Related Job,409,SD,437,74,No,No,0.92,5071,1014,0,2015,1 -57,172218,0.01,0,4251093142,2800,Yes,Bachelor or equivalent,Male,Yes,Married,40,\N,0,5,38,Technology Related Job,409,SD,437,74,No,No,0.92,3567,713,0,2015,2 -73,170247,0.03,0.02,4251034669,2801,Yes,Bachelor or equivalent,Male,No,Single,47,\N,3,2,79,Technology Related Job,269,DE,441,184,No,No,0.13,1915,957,0,2015,1 -73,170247,0.03,0.02,4251034669,2801,Yes,Bachelor or equivalent,Male,No,Single,47,\N,3,2,79,Technology Related Job,269,DE,441,184,No,No,0.13,5939,593,0,2015,2 -35,31147,0.01,0.02,4251097872,2802,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,0,0,97,Technology Related Job,442,GA,138,199,No,Yes,0.59,1820,606,0,2015,1 -35,31147,0.01,0.02,4251097872,2802,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,0,0,97,Technology Related Job,442,GA,138,199,No,Yes,0.59,2188,437,0,2015,2 -51,29176,0.03,0,4251050741,2803,Yes,PhD or equivalent,Female,Yes,Married,113,\N,2,5,37,Technology Related Job,302,NE,141,59,No,No,0.8,1856,928,0,2015,1 -51,29176,0.03,0,4251050741,2803,Yes,PhD or equivalent,Female,Yes,Married,113,\N,2,5,37,Technology Related Job,302,NE,141,59,No,No,0.8,4841,806,0,2015,2 -13,140077,0.01,0,4251037663,2804,Yes,High School or below,Male,Yes,Married,51,\N,0,3,56,Technology Related Job,474,NH,338,74,Yes,No,0.25,3784,946,0,2015,1 -13,140077,0.01,0,4251037663,2804,Yes,High School or below,Male,Yes,Married,51,\N,0,3,56,Technology Related Job,474,NH,338,74,Yes,No,0.25,6030,1005,0,2015,2 -13,140077,0.01,0,4251037663,2804,Yes,High School or below,Male,Yes,Married,51,\N,0,3,56,Technology Related Job,474,NH,338,74,Yes,No,0.25,616,616,0,2015,3 -29,138106,0.03,0.02,4251080133,2805,Yes,High School or below,Female,Yes,Married,58,\N,2,0,96,Technology Related Job,334,VA,341,184,No,No,0.47,3897,974,0,2015,1 -29,138106,0.03,0.02,4251080133,2805,Yes,High School or below,Female,Yes,Married,58,\N,2,0,96,Technology Related Job,334,VA,341,184,No,No,0.47,623,623,0,2015,2 -60,249006,0.01,0.02,4251082630,2806,Yes,High School or below,Male,No,Married,116,\N,3,6,15,Technology Related Job,7,WV,38,199,No,No,0.92,5717,635,0,2015,1 -60,249006,0.01,0.02,4251082630,2806,Yes,High School or below,Male,No,Married,116,\N,3,6,15,Technology Related Job,7,WV,38,199,No,No,0.92,4899,979,0,2015,2 -75,247035,0.03,0,4251040821,2807,Yes,High School or below,Male,Yes,Single,3,\N,2,4,55,Technology Related Job,367,IN,42,59,No,No,0.13,1926,481,0,2015,1 -75,247035,0.03,0,4251040821,2807,Yes,High School or below,Male,Yes,Single,3,\N,2,4,55,Technology Related Job,367,IN,42,59,No,No,0.13,2790,930,0,2015,2 -38,107936,0.02,0,4251092289,2808,Yes,High School or below,Female,Yes,Single,61,\N,3,1,74,Technology Related Job,39,KS,239,74,No,No,0.59,2625,656,0,2015,1 -38,107936,0.02,0,4251092289,2808,Yes,High School or below,Female,Yes,Single,61,\N,3,1,74,Technology Related Job,39,KS,239,74,No,No,0.59,3850,962,0,2015,2 -54,105965,0.04,0.02,4251034012,2809,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,2,7,14,Technology Related Job,399,NC,242,184,No,No,0.8,7252,659,0,2015,1 -54,105965,0.04,0.02,4251034012,2809,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,2,7,14,Technology Related Job,399,NC,242,184,No,No,0.8,4807,686,0,2015,2 -16,216865,0.02,0.02,4251036584,2810,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,3,4,33,Non-technology Related Job,72,OH,439,199,No,No,0.26,2527,842,0,2015,1 -16,216865,0.02,0.02,4251036584,2810,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,3,4,33,Non-technology Related Job,72,OH,439,199,No,No,0.26,3596,599,0,2015,2 -32,214894,0.04,0,4251034515,2811,Yes,Master or equivalent,Female,Yes,Married,14,\N,1,2,73,Technology Related Job,432,AK,442,59,No,Yes,0.47,3198,639,0,2015,1 -32,214894,0.04,0,4251034515,2811,Yes,Master or equivalent,Female,Yes,Married,14,\N,1,2,73,Technology Related Job,432,AK,442,59,No,Yes,0.47,1474,737,0,2015,2 -62,75794,0.02,0,4251047716,2812,Yes,PhD or equivalent,Male,Yes,Married,72,\N,3,7,92,Non-technology Related Job,104,AR,139,74,No,No,0.92,7291,810,0,2015,1 -78,73823,0.04,0.02,4251021024,2813,Yes,High School or below,Male,Yes,Single,80,\N,1,5,32,Technology Related Job,464,MD,143,184,No,No,0.13,3488,697,0,2015,1 -78,73823,0.04,0.02,4251021024,2813,Yes,High School or below,Male,Yes,Single,80,\N,1,5,32,Technology Related Job,464,MD,143,184,No,No,0.13,5619,624,0,2015,2 -41,184724,0.02,0.02,4251045787,2814,Yes,High School or below,Female,Yes,Single,17,\N,2,2,51,Non-technology Related Job,137,MI,340,199,No,No,0.59,2031,1015,0,2015,1 -41,184724,0.02,0.02,4251045787,2814,Yes,High School or below,Female,Yes,Single,17,\N,2,2,51,Non-technology Related Job,137,MI,340,199,No,No,0.59,4356,1089,0,2015,2 -56,182753,0.04,0,4251022374,2815,No,High School or below,Male,No,Single,25,\N,1,0,91,Technology Related Job,497,RI,343,59,No,No,0.8,2833,472,0,2015,1 -56,182753,0.04,0,4251022374,2815,No,High School or below,Male,No,Single,25,\N,1,0,91,Technology Related Job,497,RI,343,59,No,No,0.8,4110,685,0,2015,2 -19,43653,0.03,0,4251070207,2816,Yes,High School or below,Female,Yes,Single,83,\N,2,5,10,Non-technology Related Job,169,SD,40,74,No,No,0.26,3781,945,0,2015,1 -19,43653,0.03,0,4251070207,2816,Yes,High School or below,Female,Yes,Single,83,\N,2,5,10,Non-technology Related Job,169,SD,40,74,No,No,0.26,4105,684,0,2015,2 -35,41682,0.05,0.02,4251087450,2817,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,1,3,50,Technology Related Job,30,DE,43,184,No,No,0.47,4380,876,0,2015,1 -35,41682,0.05,0.02,4251087450,2817,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,1,3,50,Technology Related Job,30,DE,43,184,No,No,0.47,5717,952,0,2015,2 -35,41682,0.05,0.02,4251087450,2817,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,1,3,50,Technology Related Job,30,DE,43,184,No,No,0.47,1999,999,0,2015,3 -65,152582,0.03,0.02,4251017885,2818,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,2,1,68,Non-technology Related Job,202,GA,240,199,No,No,0.92,1705,568,0,2015,1 -65,152582,0.03,0.02,4251017885,2818,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,2,1,68,Non-technology Related Job,202,GA,240,199,No,No,0.92,5998,856,0,2015,2 -13,150611,0.05,0,4251012436,2819,Yes,Master or equivalent,Male,Yes,Single,36,\N,0,6,9,Technology Related Job,62,MT,244,59,No,No,0.14,3611,722,0,2015,1 -13,150611,0.05,0,4251012436,2819,Yes,Master or equivalent,Male,Yes,Single,36,\N,0,6,9,Technology Related Job,62,MT,244,59,No,No,0.14,4809,801,0,2015,2 -43,11512,0.03,0,4251072266,2820,Yes,Master or equivalent,Female,No,Single,94,\N,1,4,27,Non-technology Related Job,235,NV,440,74,No,No,0.59,2180,436,0,2015,1 -43,11512,0.03,0,4251072266,2820,Yes,Master or equivalent,Female,No,Single,94,\N,1,4,27,Non-technology Related Job,235,NV,440,74,No,No,0.59,953,317,0,2015,2 -43,11512,0.03,0,4251072266,2820,Yes,Master or equivalent,Female,No,Single,94,\N,1,4,27,Non-technology Related Job,235,NV,440,74,No,No,0.59,164,164,0,2015,3 -59,9541,0.05,0.02,4251052375,2821,Yes,High School or below,Male,No,Single,101,\N,0,1,68,Technology Related Job,95,VT,444,184,No,No,0.8,4422,631,0,2015,1 -59,9541,0.05,0.02,4251052375,2821,Yes,High School or below,Male,No,Single,101,\N,0,1,68,Technology Related Job,95,VT,444,184,No,No,0.8,1641,547,0,2015,2 -22,120441,0.03,0.02,4251100379,2822,Yes,High School or below,Female,Yes,Single,39,\N,1,7,86,Non-technology Related Job,267,WA,141,199,No,No,0.26,1355,338,0,2015,1 -22,120441,0.03,0.02,4251100379,2822,Yes,High School or below,Female,Yes,Single,39,\N,1,7,86,Non-technology Related Job,267,WA,141,199,No,No,0.26,4736,789,0,2015,2 -38,118470,0.05,0,4251082095,2823,Yes,High School or below,Female,Yes,Married,47,\N,0,4,27,Technology Related Job,127,IN,144,59,No,No,0.47,2817,704,0,2015,1 -38,118470,0.05,0,4251082095,2823,Yes,High School or below,Female,Yes,Married,47,\N,0,4,27,Technology Related Job,127,IN,144,59,No,No,0.47,4359,871,0,2015,2 -68,229371,0.04,0,4251015738,2824,Yes,High School or below,Male,Yes,Married,104,\N,1,2,45,Non-technology Related Job,300,KS,341,74,No,Yes,0.93,5054,631,0,2015,1 -68,229371,0.04,0,4251015738,2824,Yes,High School or below,Male,Yes,Married,104,\N,1,2,45,Non-technology Related Job,300,KS,341,74,No,Yes,0.93,8716,968,0,2015,2 -16,227399,0.06,0.02,4251073141,2825,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,3,7,86,Technology Related Job,160,NY,344,184,No,No,0.14,3347,669,1,2015,1 -16,227399,0.06,0.02,4251073141,2825,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,3,7,86,Technology Related Job,160,NY,344,184,No,No,0.14,4423,737,1,2015,2 -46,88300,0.04,0.02,4251069352,2826,Yes,Bachelor or equivalent,Female,Yes,Married,50,\N,1,5,4,Non-technology Related Job,332,ND,41,199,No,No,0.59,3865,644,0,2015,1 -46,88300,0.04,0.02,4251069352,2826,Yes,Bachelor or equivalent,Female,Yes,Married,50,\N,1,5,4,Non-technology Related Job,332,ND,41,199,No,No,0.59,1860,620,0,2015,2 -46,88300,0.04,0.02,4251069352,2826,Yes,Bachelor or equivalent,Female,Yes,Married,50,\N,1,5,4,Non-technology Related Job,332,ND,41,199,No,No,0.59,509,509,0,2015,3 -62,86329,0.06,0,4251009577,2827,Yes,Master or equivalent,Male,Yes,Single,57,\N,3,2,45,Technology Related Job,192,AL,45,59,No,No,0.8,8546,949,0,2015,1 -62,86329,0.06,0,4251009577,2827,Yes,Master or equivalent,Male,Yes,Single,57,\N,3,2,45,Technology Related Job,192,AL,45,59,No,No,0.8,3982,796,0,2015,2 -62,86329,0.06,0,4251009577,2827,Yes,Master or equivalent,Male,Yes,Single,57,\N,3,2,45,Technology Related Job,192,AL,45,59,No,No,0.8,1114,1114,0,2015,3 -24,197229,0.04,0,4251080287,2828,Yes,Master or equivalent,Female,Yes,Single,115,\N,0,0,63,Non-technology Related Job,365,AZ,242,74,No,No,0.26,5926,846,0,2015,1 -24,197229,0.04,0,4251080287,2828,Yes,Master or equivalent,Female,Yes,Single,115,\N,0,0,63,Non-technology Related Job,365,AZ,242,74,No,No,0.26,2827,706,0,2015,2 -40,195258,0.06,0.02,4251095123,2829,Yes,High School or below,Female,No,Married,3,\N,3,5,4,Technology Related Job,225,MD,245,184,Yes,No,0.47,4281,856,0,2015,1 -40,195258,0.06,0.02,4251095123,2829,Yes,High School or below,Female,No,Married,3,\N,3,5,4,Technology Related Job,225,MD,245,184,Yes,No,0.47,1705,852,0,2015,2 -71,56159,0.04,0.02,4251038899,2830,Yes,High School or below,Male,Yes,Married,61,\N,0,3,22,Non-technology Related Job,397,MI,442,199,No,No,0.93,946,473,0,2015,1 -71,56159,0.04,0.02,4251038899,2830,Yes,High School or below,Male,Yes,Married,61,\N,0,3,22,Non-technology Related Job,397,MI,442,199,No,No,0.93,577,288,0,2015,2 -19,54188,0.07,0,4251019026,2831,Yes,High School or below,Male,Yes,Married,68,\N,3,0,62,Technology Related Job,257,PA,445,59,No,No,0.14,4669,778,0,2015,1 -19,54188,0.07,0,4251019026,2831,Yes,High School or below,Male,Yes,Married,68,\N,3,0,62,Technology Related Job,257,PA,445,59,No,No,0.14,2832,708,0,2015,2 -49,165088,0.05,0,4251087763,2832,Yes,High School or below,Female,Yes,Married,6,\N,0,6,81,Non-technology Related Job,430,SC,142,74,No,No,0.59,2040,510,0,2015,1 -49,165088,0.05,0,4251087763,2832,Yes,High School or below,Female,Yes,Married,6,\N,0,6,81,Non-technology Related Job,430,SC,142,74,No,No,0.59,2556,426,0,2015,2 -65,163117,0.07,0.02,4251044928,2833,Yes,Bachelor or equivalent,Male,Yes,Single,13,\N,2,3,21,Technology Related Job,290,CT,146,184,No,Yes,0.81,2733,683,0,2015,1 -65,163117,0.07,0.02,4251044928,2833,Yes,Bachelor or equivalent,Male,Yes,Single,13,\N,2,3,21,Technology Related Job,290,CT,146,184,No,Yes,0.81,1883,470,0,2015,2 -27,24017,0.05,0.02,4251047576,2834,Yes,Bachelor or equivalent,Female,No,Single,71,\N,0,1,40,Non-technology Related Job,462,FL,343,199,No,No,0.26,4116,514,0,2015,1 -27,24017,0.05,0.02,4251047576,2834,Yes,Bachelor or equivalent,Female,No,Single,71,\N,0,1,40,Non-technology Related Job,462,FL,343,199,No,No,0.26,2892,482,0,2015,2 -27,24017,0.05,0.02,4251047576,2834,Yes,Bachelor or equivalent,Female,No,Single,71,\N,0,1,40,Non-technology Related Job,462,FL,343,199,No,No,0.26,480,480,0,2015,3 -43,22046,0.07,0,4251086788,2835,Yes,Bachelor or equivalent,Female,No,Married,79,\N,2,7,80,Technology Related Job,323,MT,346,59,No,No,0.47,1318,1318,0,2015,1 -43,22046,0.07,0,4251086788,2835,Yes,Bachelor or equivalent,Female,No,Married,79,\N,2,7,80,Technology Related Job,323,MT,346,59,No,No,0.47,1963,327,0,2015,2 -73,132947,0.05,0,4251056624,2836,Yes,Master or equivalent,Male,Yes,Single,17,\N,3,4,99,Non-technology Related Job,495,NV,43,74,No,No,0.93,4593,918,0,2015,1 -73,132947,0.05,0,4251056624,2836,Yes,Master or equivalent,Male,Yes,Single,17,\N,3,4,99,Non-technology Related Job,495,NV,43,74,No,No,0.93,1016,508,0,2015,2 -21,130976,0.07,0.02,4251079418,2837,Yes,PhD or equivalent,Male,Yes,Married,24,\N,2,2,39,Technology Related Job,355,VT,46,184,No,No,0.14,2368,789,0,2015,1 -21,130976,0.07,0.02,4251079418,2837,Yes,PhD or equivalent,Male,Yes,Married,24,\N,2,2,39,Technology Related Job,355,VT,46,184,No,No,0.14,4828,965,0,2015,2 -52,241876,0.05,0.02,4251066840,2838,Yes,High School or below,Female,Yes,Married,82,\N,3,7,58,Non-technology Related Job,28,VA,243,199,No,No,0.6,4503,750,0,2015,1 -52,241876,0.05,0.02,4251066840,2838,Yes,High School or below,Female,Yes,Married,82,\N,3,7,58,Non-technology Related Job,28,VA,243,199,No,No,0.6,3753,1251,0,2015,2 -68,239905,0,0,4251057431,2839,Yes,High School or below,Male,Yes,Single,90,\N,2,5,98,Technology Related Job,388,IL,247,59,No,No,0.81,2508,627,0,2015,1 -68,239905,0,0,4251057431,2839,Yes,High School or below,Male,Yes,Single,90,\N,2,5,98,Technology Related Job,388,IL,247,59,No,No,0.81,916,916,0,2015,2 -68,239905,0,0,4251057431,2839,Yes,High School or below,Male,Yes,Single,90,\N,2,5,98,Technology Related Job,388,IL,247,59,No,No,0.81,1181,1181,0,2015,3 -30,100805,0.06,0,4251057068,2840,Yes,High School or below,Female,No,Single,28,\N,3,2,17,Non-technology Related Job,60,IA,444,74,No,No,0.26,4432,886,0,2015,1 -30,100805,0.06,0,4251057068,2840,Yes,High School or below,Female,No,Single,28,\N,3,2,17,Non-technology Related Job,60,IA,444,74,No,No,0.26,2867,955,0,2015,2 -46,98834,0,0.01,4251061442,2841,Yes,High School or below,Female,Yes,Single,35,\N,1,0,57,Technology Related Job,420,NY,447,184,No,No,0.47,3337,667,0,2015,1 -46,98834,0,0.01,4251061442,2841,Yes,High School or below,Female,Yes,Single,35,\N,1,0,57,Technology Related Job,420,NY,447,184,No,No,0.47,4758,951,0,2015,2 -76,209735,0.06,0.02,4251044623,2842,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,2,5,76,Non-technology Related Job,93,ND,144,199,No,No,0.93,9114,1012,0,2015,1 -76,209735,0.06,0.02,4251044623,2842,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,2,5,76,Non-technology Related Job,93,ND,144,199,No,No,0.93,2632,658,0,2015,2 -24,207764,0,0.03,4251090081,2843,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,1,3,16,Technology Related Job,453,AL,147,59,No,No,0.14,1567,783,0,2015,1 -24,207764,0,0.03,4251090081,2843,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,1,3,16,Technology Related Job,453,AL,147,59,No,No,0.14,1696,565,0,2015,2 -24,207764,0,0.03,4251090081,2843,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,1,3,16,Technology Related Job,453,AL,147,59,No,No,0.14,711,711,0,2015,3 -55,68664,0.06,0,4251099778,2844,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,2,0,35,Non-technology Related Job,125,AK,344,74,No,No,0.6,5456,1091,0,2015,1 -55,68664,0.06,0,4251099778,2844,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,2,0,35,Non-technology Related Job,125,AK,344,74,No,No,0.6,2089,522,0,2015,2 -70,66693,0,0.01,4251088207,2845,Yes,Master or equivalent,Male,Yes,Single,46,\N,1,6,75,Technology Related Job,485,ME,347,184,No,No,0.81,4373,1093,0,2015,1 -70,66693,0,0.01,4251088207,2845,Yes,Master or equivalent,Male,Yes,Single,46,\N,1,6,75,Technology Related Job,485,ME,347,184,No,No,0.81,4125,687,0,2015,2 -33,177594,0.07,0.02,4251055665,2846,Yes,High School or below,Female,Yes,Married,104,\N,2,4,93,Non-technology Related Job,158,MA,44,199,Yes,Yes,0.26,4527,503,0,2015,1 -33,177594,0.07,0.02,4251055665,2846,Yes,High School or below,Female,Yes,Married,104,\N,2,4,93,Non-technology Related Job,158,MA,44,199,Yes,Yes,0.26,4828,965,0,2015,2 -49,175623,0.01,0.03,4251039169,2847,Yes,High School or below,Female,Yes,Single,111,\N,0,1,34,Technology Related Job,18,PA,48,59,No,No,0.47,6356,794,0,2015,1 -49,175623,0.01,0.03,4251039169,2847,Yes,High School or below,Female,Yes,Single,111,\N,0,1,34,Technology Related Job,18,PA,48,59,No,No,0.47,2698,674,0,2015,2 -79,36523,0.07,0,4251029091,2848,Yes,High School or below,Male,No,Single,49,\N,2,7,52,Non-technology Related Job,190,SC,245,74,No,No,0.93,4949,824,0,2015,1 -79,36523,0.07,0,4251029091,2848,Yes,High School or below,Male,No,Single,49,\N,2,7,52,Non-technology Related Job,190,SC,245,74,No,No,0.93,3731,932,0,2015,2 -79,36523,0.07,0,4251029091,2848,Yes,High School or below,Male,No,Single,49,\N,2,7,52,Non-technology Related Job,190,SC,245,74,No,No,0.93,84,84,0,2015,3 -27,34552,0.01,0.01,4251099830,2849,Yes,High School or below,Female,No,Married,57,\N,0,4,93,Technology Related Job,50,CT,248,184,No,No,0.14,6063,866,0,2015,1 -27,34552,0.01,0.01,4251099830,2849,Yes,High School or below,Female,No,Married,57,\N,0,4,93,Technology Related Job,50,CT,248,184,No,No,0.14,4238,706,0,2015,2 -57,145452,0.07,0.02,4251087354,2850,Yes,High School or below,Male,Yes,Married,114,\N,1,2,11,Non-technology Related Job,223,DE,445,199,No,No,0.6,5006,834,0,2015,1 -57,145452,0.07,0.02,4251087354,2850,Yes,High School or below,Male,Yes,Married,114,\N,1,2,11,Non-technology Related Job,223,DE,445,199,No,No,0.6,2786,928,0,2015,2 -57,145452,0.07,0.02,4251087354,2850,Yes,High School or below,Male,Yes,Married,114,\N,1,2,11,Non-technology Related Job,223,DE,445,199,No,No,0.6,1029,1029,0,2015,3 -73,143481,0.01,0.03,4251053274,2851,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,0,7,52,Technology Related Job,83,MO,448,59,No,No,0.81,3174,634,0,2015,1 -73,143481,0.01,0.03,4251053274,2851,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,0,7,52,Technology Related Job,83,MO,448,59,No,No,0.81,2383,595,0,2015,2 -36,4382,0.07,0,4251031236,2852,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,1,5,70,Non-technology Related Job,255,NE,145,74,No,No,0.27,1317,439,0,2015,1 -36,4382,0.07,0,4251031236,2852,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,1,5,70,Non-technology Related Job,255,NE,145,74,No,No,0.27,3241,540,0,2015,2 -36,4382,0.07,0,4251031236,2852,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,1,5,70,Non-technology Related Job,255,NE,145,74,No,No,0.27,296,296,0,2015,3 -51,2411,0.01,0.01,4251075626,2853,Yes,Master or equivalent,Female,Yes,Single,67,\N,0,2,11,Technology Related Job,116,UT,149,184,No,No,0.48,8329,1041,0,2015,1 -51,2411,0.01,0.01,4251075626,2853,Yes,Master or equivalent,Female,Yes,Single,67,\N,0,2,11,Technology Related Job,116,UT,149,184,No,No,0.48,4400,628,0,2015,2 -14,113311,0,0.02,4251042126,2854,Yes,PhD or equivalent,Male,No,Single,5,\N,1,0,29,Non-technology Related Job,288,VA,346,199,No,No,0.93,3559,1186,0,2015,1 -14,113311,0,0.02,4251042126,2854,Yes,PhD or equivalent,Male,No,Single,5,\N,1,0,29,Non-technology Related Job,288,VA,346,199,No,No,0.93,4631,661,0,2015,2 -30,111340,0.02,0.03,4251008940,2855,Yes,High School or below,Female,Yes,Married,13,\N,3,5,70,Technology Related Job,148,IL,349,59,No,Yes,0.14,6679,742,0,2015,1 -30,111340,0.02,0.03,4251008940,2855,Yes,High School or below,Female,Yes,Married,13,\N,3,5,70,Technology Related Job,148,IL,349,59,No,Yes,0.14,727,727,0,2015,3 -60,222240,0,0,4251044917,2856,Yes,High School or below,Male,Yes,Single,71,\N,1,3,88,Non-technology Related Job,321,IN,46,74,No,No,0.6,6304,788,0,2015,1 -60,222240,0,0,4251044917,2856,Yes,High School or below,Male,Yes,Single,71,\N,1,3,88,Non-technology Related Job,321,IN,46,74,No,No,0.6,2658,664,0,2015,2 -76,220269,0.02,0.01,4251043675,2857,Yes,High School or below,Male,Yes,Married,78,\N,3,0,29,Technology Related Job,181,NM,49,184,No,No,0.81,7308,812,0,2015,1 -76,220269,0.02,0.01,4251043675,2857,Yes,High School or below,Male,Yes,Married,78,\N,3,0,29,Technology Related Job,181,NM,49,184,No,No,0.81,4396,549,0,2015,2 -38,81170,0,0.02,4251041053,2858,Yes,High School or below,Female,Yes,Married,16,\N,0,6,47,Non-technology Related Job,353,NC,246,199,No,No,0.27,6983,775,0,2015,1 -38,81170,0,0.02,4251041053,2858,Yes,High School or below,Female,Yes,Married,16,\N,0,6,47,Non-technology Related Job,353,NC,246,199,No,No,0.27,953,476,0,2015,2 -54,79199,0.02,0.03,4251027561,2859,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,3,3,87,Technology Related Job,213,WY,250,59,No,No,0.48,2588,517,0,2015,1 -54,79199,0.02,0.03,4251027561,2859,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,3,3,87,Technology Related Job,213,WY,250,59,No,No,0.48,1416,236,0,2015,2 -54,79199,0.02,0.03,4251027561,2859,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,3,3,87,Technology Related Job,213,WY,250,59,No,No,0.48,1804,902,0,2015,3 -17,190099,0,0,4251049832,2860,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,0,1,6,Non-technology Related Job,386,AK,447,74,No,No,0.93,4319,863,0,2015,1 -17,190099,0,0,4251049832,2860,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,0,1,6,Non-technology Related Job,386,AK,447,74,No,No,0.93,3441,860,0,2015,2 -33,188128,0.02,0.01,4251059984,2861,No,Master or equivalent,Female,Yes,Single,89,\N,2,6,46,Technology Related Job,246,ME,450,184,No,No,0.14,4032,672,0,2015,1 -33,188128,0.02,0.01,4251059984,2861,No,Master or equivalent,Female,Yes,Single,89,\N,2,6,46,Technology Related Job,246,ME,450,184,No,No,0.14,6193,563,0,2015,2 -63,49029,0.01,0.02,4251059944,2862,Yes,Master or equivalent,Male,Yes,Single,27,\N,0,4,65,Non-technology Related Job,418,MD,147,199,No,No,0.6,3780,945,0,2015,1 -63,49029,0.01,0.02,4251059944,2862,Yes,Master or equivalent,Male,Yes,Single,27,\N,0,4,65,Non-technology Related Job,418,MD,147,199,No,No,0.6,4431,553,0,2015,2 -79,47057,0.03,0.03,4251014704,2863,Yes,High School or below,Male,No,Married,34,\N,2,2,5,Technology Related Job,278,OR,150,59,No,No,0.81,1919,959,0,2015,1 -79,47057,0.03,0.03,4251014704,2863,Yes,High School or below,Male,No,Married,34,\N,2,2,5,Technology Related Job,278,OR,150,59,No,No,0.81,4048,1012,0,2015,2 -41,157958,0.01,0,4251024483,2864,Yes,High School or below,Female,Yes,Married,92,\N,3,7,24,Non-technology Related Job,451,RI,347,74,No,No,0.27,3461,1153,0,2015,1 -41,157958,0.01,0,4251024483,2864,Yes,High School or below,Female,Yes,Married,92,\N,3,7,24,Non-technology Related Job,451,RI,347,74,No,No,0.27,2315,1157,0,2015,2 -41,157958,0.01,0,4251024483,2864,Yes,High School or below,Female,Yes,Married,92,\N,3,7,24,Non-technology Related Job,451,RI,347,74,No,No,0.27,1069,1069,0,2015,3 -57,155987,0.03,0.01,4251093981,2865,Yes,High School or below,Female,Yes,Single,100,\N,2,5,64,Technology Related Job,311,CO,351,184,No,No,0.48,6323,903,0,2015,1 -57,155987,0.03,0.01,4251093981,2865,Yes,High School or below,Female,Yes,Single,100,\N,2,5,64,Technology Related Job,311,CO,351,184,No,No,0.48,1793,597,0,2015,2 -19,16887,0.01,0.02,4251024704,2866,Yes,High School or below,Male,Yes,Married,38,\N,3,2,83,Non-technology Related Job,483,DE,47,199,No,No,0.93,2353,784,0,2015,1 -19,16887,0.01,0.02,4251024704,2866,Yes,High School or below,Male,Yes,Married,38,\N,3,2,83,Non-technology Related Job,483,DE,47,199,No,No,0.93,3946,789,0,2015,2 -35,14916,0.03,0.03,4251012539,2867,Yes,Bachelor or equivalent,Female,Yes,Single,45,\N,2,0,23,Technology Related Job,343,MO,51,59,No,No,0.15,3769,753,0,2015,1 -35,14916,0.03,0.03,4251012539,2867,Yes,Bachelor or equivalent,Female,Yes,Single,45,\N,2,0,23,Technology Related Job,343,MO,51,59,No,No,0.15,8338,833,0,2015,2 -66,125817,0.01,0,4251045782,2868,Yes,Bachelor or equivalent,Male,No,Single,103,\N,3,5,42,Non-technology Related Job,16,MT,248,74,Yes,Yes,0.6,5042,1008,0,2015,1 -66,125817,0.01,0,4251045782,2868,Yes,Bachelor or equivalent,Male,No,Single,103,\N,3,5,42,Non-technology Related Job,16,MT,248,74,Yes,Yes,0.6,1640,820,0,2015,2 -66,125817,0.01,0,4251045782,2868,Yes,Bachelor or equivalent,Male,No,Single,103,\N,3,5,42,Non-technology Related Job,16,MT,248,74,Yes,Yes,0.6,611,611,0,2015,3 -14,123846,0.03,0.01,4251017734,2869,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,1,3,82,Technology Related Job,376,TX,251,184,No,No,0.81,2943,735,0,2015,1 -14,123846,0.03,0.01,4251017734,2869,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,1,3,82,Technology Related Job,376,TX,251,184,No,No,0.81,5622,803,0,2015,2 -44,234746,0.02,0.02,4251090891,2870,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,0,1,Non-technology Related Job,48,VT,448,199,No,No,0.27,5220,870,0,2015,1 -44,234746,0.02,0.02,4251090891,2870,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,0,1,Non-technology Related Job,48,VT,448,199,No,No,0.27,2861,408,0,2015,2 -60,232775,0.04,0.03,4251058050,2871,Yes,High School or below,Female,Yes,Married,56,\N,1,6,41,Technology Related Job,409,ID,451,59,No,No,0.48,2059,686,0,2015,1 -60,232775,0.04,0.03,4251058050,2871,Yes,High School or below,Female,Yes,Married,56,\N,1,6,41,Technology Related Job,409,ID,451,59,No,No,0.48,3906,651,0,2015,2 -22,93675,0.02,0,4251009293,2872,Yes,High School or below,Male,Yes,Married,114,\N,2,3,60,Non-technology Related Job,81,IN,148,74,No,No,0.94,6068,758,0,2015,1 -22,93675,0.02,0,4251009293,2872,Yes,High School or below,Male,Yes,Married,114,\N,2,3,60,Non-technology Related Job,81,IN,148,74,No,No,0.94,2731,455,0,2015,2 -22,93675,0.02,0,4251009293,2872,Yes,High School or below,Male,Yes,Married,114,\N,2,3,60,Non-technology Related Job,81,IN,148,74,No,No,0.94,529,529,0,2015,3 -38,91704,0.04,0.01,4251042523,2873,Yes,High School or below,Female,Yes,Single,1,\N,1,1,0,Non-technology Related Job,441,NM,152,184,No,No,0.15,5282,586,0,2015,1 -38,91704,0.04,0.01,4251042523,2873,Yes,High School or below,Female,Yes,Single,1,\N,1,1,0,Non-technology Related Job,441,NM,152,184,No,No,0.15,1686,562,0,2015,2 -69,202605,0.02,0.02,4251015971,2874,Yes,High School or below,Male,Yes,Single,59,\N,2,7,19,Non-technology Related Job,114,NY,349,199,No,No,0.6,8696,790,0,2015,1 -69,202605,0.02,0.02,4251015971,2874,Yes,High School or below,Male,Yes,Single,59,\N,2,7,19,Non-technology Related Job,114,NY,349,199,No,No,0.6,3657,609,0,2015,2 -16,200634,0.04,0.03,4251098650,2875,Yes,Bachelor or equivalent,Male,Yes,Married,67,\N,1,4,59,Non-technology Related Job,474,WI,352,59,No,No,0.81,4679,935,0,2015,1 -16,200634,0.04,0.03,4251098650,2875,Yes,Bachelor or equivalent,Male,Yes,Married,67,\N,1,4,59,Non-technology Related Job,474,WI,352,59,No,No,0.81,5809,726,0,2015,2 -47,61534,0.02,0,4251073747,2876,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,2,2,77,Non-technology Related Job,146,AL,49,74,No,No,0.27,3452,690,0,2015,1 -47,61534,0.02,0,4251073747,2876,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,2,2,77,Non-technology Related Job,146,AL,49,74,No,No,0.27,2736,912,0,2015,2 -63,59563,0.04,0.01,4251058763,2877,Yes,Bachelor or equivalent,Male,No,Married,12,\N,0,7,18,Non-technology Related Job,6,LA,52,184,No,Yes,0.48,732,366,0,2015,1 -63,59563,0.04,0.01,4251058763,2877,Yes,Bachelor or equivalent,Male,No,Married,12,\N,0,7,18,Non-technology Related Job,6,LA,52,184,No,Yes,0.48,1706,568,0,2015,2 -63,59563,0.04,0.01,4251058763,2877,Yes,Bachelor or equivalent,Male,No,Married,12,\N,0,7,18,Non-technology Related Job,6,LA,52,184,No,Yes,0.48,39,39,0,2015,3 -25,170463,0.03,0.02,4251011865,2878,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,2,5,36,Non-technology Related Job,179,MD,249,199,No,No,0.94,4497,749,0,2015,1 -25,170463,0.03,0.02,4251011865,2878,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,2,5,36,Non-technology Related Job,179,MD,249,199,No,No,0.94,4995,713,0,2015,2 -25,170463,0.03,0.02,4251011865,2878,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,2,5,36,Non-technology Related Job,179,MD,249,199,No,No,0.94,1005,1005,0,2015,3 -41,168492,0.05,0.03,4251011728,2879,Yes,PhD or equivalent,Female,Yes,Single,77,\N,0,2,77,Non-technology Related Job,39,OR,253,59,No,No,0.15,1141,285,0,2015,1 -41,168492,0.05,0.03,4251011728,2879,Yes,PhD or equivalent,Female,Yes,Single,77,\N,0,2,77,Non-technology Related Job,39,OR,253,59,No,No,0.15,1807,602,0,2015,2 -71,29393,0.03,0,4251034495,2880,Yes,High School or below,Male,Yes,Single,15,\N,1,0,95,Non-technology Related Job,211,PA,450,74,No,No,0.6,2041,510,0,2015,1 -71,29393,0.03,0,4251034495,2880,Yes,High School or below,Male,Yes,Single,15,\N,1,0,95,Non-technology Related Job,211,PA,450,74,No,No,0.6,1827,609,0,2015,2 -71,29393,0.03,0,4251034495,2880,Yes,High School or below,Male,Yes,Single,15,\N,1,0,95,Non-technology Related Job,211,PA,450,74,No,No,0.6,491,245,0,2015,3 -19,27422,0.05,0.01,4251074386,2881,Yes,High School or below,Male,Yes,Single,23,\N,0,5,36,Non-technology Related Job,71,CA,453,184,No,No,0.82,6717,839,0,2015,1 -19,27422,0.05,0.01,4251074386,2881,Yes,High School or below,Male,Yes,Single,23,\N,0,5,36,Non-technology Related Job,71,CA,453,184,No,No,0.82,3877,969,0,2015,2 -50,138322,0.03,0.02,4251045687,2882,Yes,High School or below,Female,No,Single,81,\N,1,3,54,Non-technology Related Job,244,CT,150,199,No,No,0.27,1814,907,0,2015,1 -50,138322,0.03,0.02,4251045687,2882,Yes,High School or below,Female,No,Single,81,\N,1,3,54,Non-technology Related Job,244,CT,150,199,No,No,0.27,6859,979,0,2015,2 -65,136351,0.05,0.03,4251026023,2883,Yes,High School or below,Male,Yes,Married,88,\N,3,0,95,Non-technology Related Job,104,MS,153,59,No,No,0.48,3700,1233,0,2015,1 -65,136351,0.05,0.03,4251026023,2883,Yes,High School or below,Male,Yes,Married,88,\N,3,0,95,Non-technology Related Job,104,MS,153,59,No,No,0.48,2017,1008,0,2015,2 -28,247252,0.03,0,4251008344,2884,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,1,6,13,Non-technology Related Job,276,MT,350,74,No,No,0.94,2812,562,0,2015,1 -28,247252,0.03,0,4251008344,2884,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,1,6,13,Non-technology Related Job,276,MT,350,74,No,No,0.94,2866,573,0,2015,2 -28,247252,0.03,0,4251008344,2884,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,1,6,13,Non-technology Related Job,276,MT,350,74,No,No,0.94,223,223,0,2015,3 -44,245281,0.05,0.01,4251033967,2885,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,3,3,54,Non-technology Related Job,136,TX,354,184,No,No,0.15,4311,718,0,2015,1 -44,245281,0.05,0.01,4251033967,2885,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,3,3,54,Non-technology Related Job,136,TX,354,184,No,No,0.15,7634,763,0,2015,2 -74,106181,0.04,0.02,4251098253,2886,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,0,1,72,Non-technology Related Job,309,VT,51,199,No,No,0.61,653,653,0,2015,1 -74,106181,0.04,0.02,4251098253,2886,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,0,1,72,Non-technology Related Job,309,VT,51,199,No,No,0.61,6250,892,0,2015,2 -22,104210,0.06,0.03,4251048040,2887,Yes,Master or equivalent,Male,Yes,Single,99,\N,3,6,13,Non-technology Related Job,169,HI,54,59,No,No,0.82,1280,426,0,2015,1 -22,104210,0.06,0.03,4251048040,2887,Yes,Master or equivalent,Male,Yes,Single,99,\N,3,6,13,Non-technology Related Job,169,HI,54,59,No,No,0.82,4120,1030,0,2015,2 -52,215110,0.04,0,4251070642,2888,Yes,PhD or equivalent,Female,Yes,Single,37,\N,0,4,31,Non-technology Related Job,341,IL,251,74,No,No,0.27,3683,613,0,2015,1 -52,215110,0.04,0,4251070642,2888,Yes,PhD or equivalent,Female,Yes,Single,37,\N,0,4,31,Non-technology Related Job,341,IL,251,74,No,No,0.27,4747,791,0,2015,2 -52,215110,0.04,0,4251070642,2888,Yes,PhD or equivalent,Female,Yes,Single,37,\N,0,4,31,Non-technology Related Job,341,IL,251,74,No,No,0.27,544,544,0,2015,3 -68,213139,0.06,0.01,4251038104,2889,Yes,High School or below,Male,Yes,Married,44,\N,3,1,71,Non-technology Related Job,202,NJ,254,184,No,No,0.48,1494,747,0,2015,1 -68,213139,0.06,0.01,4251038104,2889,Yes,High School or below,Male,Yes,Married,44,\N,3,1,71,Non-technology Related Job,202,NJ,254,184,No,No,0.48,4992,554,0,2015,2 -31,74040,0.04,0.02,4251055024,2890,Yes,High School or below,Female,Yes,Married,102,\N,0,7,90,Non-technology Related Job,374,NY,451,199,No,Yes,0.94,4426,737,0,2015,1 -31,74040,0.04,0.02,4251055024,2890,Yes,High School or below,Female,Yes,Married,102,\N,0,7,90,Non-technology Related Job,374,NY,451,199,No,Yes,0.94,1915,478,0,2015,2 -47,72069,0.06,0.03,4251072376,2891,Yes,High School or below,Female,No,Single,110,\N,2,5,30,Non-technology Related Job,234,WI,454,59,No,No,0.15,3717,619,0,2015,1 -47,72069,0.06,0.03,4251072376,2891,Yes,High School or below,Female,No,Single,110,\N,2,5,30,Non-technology Related Job,234,WI,454,59,No,No,0.15,3655,609,0,2015,2 -77,182969,0.04,0,4251054987,2892,Yes,High School or below,Male,Yes,Married,48,\N,0,2,49,Non-technology Related Job,407,AL,151,73,No,No,0.61,1975,658,0,2015,1 -77,182969,0.04,0,4251054987,2892,Yes,High School or below,Male,Yes,Married,48,\N,0,2,49,Non-technology Related Job,407,AL,151,73,No,No,0.61,3480,580,0,2015,2 -25,180998,0.06,0.01,4251060552,2893,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,2,0,89,Non-technology Related Job,267,KY,155,183,Yes,No,0.82,3244,540,0,2015,1 -25,180998,0.06,0.01,4251060552,2893,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,2,0,89,Non-technology Related Job,267,KY,155,183,Yes,No,0.82,1869,623,0,2015,2 -55,41898,0.05,0.02,4251070119,2894,Yes,Bachelor or equivalent,Female,Yes,Single,113,\N,3,5,8,Others,439,ME,352,198,No,No,0.27,2280,456,0,2015,1 -55,41898,0.05,0.02,4251070119,2894,Yes,Bachelor or equivalent,Female,Yes,Single,113,\N,3,5,8,Others,439,ME,352,198,No,No,0.27,3467,1155,0,2015,2 -71,39927,0.07,0.03,4251093466,2895,Yes,Master or equivalent,Male,Yes,Married,0,\N,2,3,48,Non-technology Related Job,299,OK,355,58,No,No,0.48,7847,980,0,2015,1 -71,39927,0.07,0.03,4251093466,2895,Yes,Master or equivalent,Male,Yes,Married,0,\N,2,3,48,Non-technology Related Job,299,OK,355,58,No,No,0.48,3041,608,0,2015,2 -33,150828,0.05,0,4251069951,2896,Yes,Master or equivalent,Female,No,Married,58,\N,3,0,67,Others,472,PA,52,73,No,No,0.94,2980,596,0,2015,1 -33,150828,0.05,0,4251069951,2896,Yes,Master or equivalent,Female,No,Married,58,\N,3,0,67,Others,472,PA,52,73,No,No,0.94,3884,776,0,2015,2 -49,148857,0.07,0.01,4251068755,2897,Yes,High School or below,Female,No,Married,66,\N,2,6,7,Non-technology Related Job,332,CA,55,183,No,No,0.15,1708,569,0,2015,1 -49,148857,0.07,0.01,4251068755,2897,Yes,High School or below,Female,No,Married,66,\N,2,6,7,Non-technology Related Job,332,CA,55,183,No,No,0.15,2819,563,0,2015,2 -49,148857,0.07,0.01,4251068755,2897,Yes,High School or below,Female,No,Married,66,\N,2,6,7,Non-technology Related Job,332,CA,55,183,No,No,0.15,914,914,0,2015,3 -12,9757,0.05,0.01,4251009366,2898,Yes,High School or below,Male,Yes,Married,4,\N,3,3,26,Others,4,CT,252,198,No,No,0.61,3749,749,0,2015,1 -12,9757,0.05,0.01,4251009366,2898,Yes,High School or below,Male,Yes,Married,4,\N,3,3,26,Others,4,CT,252,198,No,No,0.61,101,101,0,2015,2 -28,7786,0.07,0.03,4251068123,2899,Yes,High School or below,Male,Yes,Single,11,\N,1,1,66,Non-technology Related Job,364,MN,256,58,No,Yes,0.82,3014,602,0,2015,1 -28,7786,0.07,0.03,4251068123,2899,Yes,High School or below,Male,Yes,Single,11,\N,1,1,66,Non-technology Related Job,364,MN,256,58,No,Yes,0.82,2877,959,0,2015,2 -58,118686,0.05,0.03,4251025559,2900,Yes,High School or below,Female,Yes,Single,69,\N,3,6,85,Others,37,MO,453,73,No,No,0.28,3414,569,0,2015,1 -58,118686,0.05,0.03,4251025559,2900,Yes,High School or below,Female,Yes,Single,69,\N,3,6,85,Others,37,MO,453,73,No,No,0.28,5055,722,0,2015,2 -74,116715,0.07,0.01,4251067603,2901,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,1,4,25,Non-technology Related Job,397,TN,456,183,No,No,0.49,3692,738,0,2015,1 -74,116715,0.07,0.01,4251067603,2901,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,1,4,25,Non-technology Related Job,397,TN,456,183,No,No,0.49,2694,898,0,2015,2 -74,116715,0.07,0.01,4251067603,2901,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,1,4,25,Non-technology Related Job,397,TN,456,183,No,No,0.49,1387,693,0,2015,3 -36,227616,0.06,0.01,4251058329,2902,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,2,2,44,Others,69,UT,153,198,No,No,0.94,5663,707,0,2015,1 -36,227616,0.06,0.01,4251058329,2902,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,2,2,44,Others,69,UT,153,198,No,No,0.94,4479,1119,0,2015,2 -52,225645,0,0.03,4251087658,2903,Yes,Master or equivalent,Female,Yes,Married,22,\N,1,7,84,Non-technology Related Job,429,HI,156,58,No,No,0.15,263,263,0,2015,1 -52,225645,0,0.03,4251087658,2903,Yes,Master or equivalent,Female,Yes,Married,22,\N,1,7,84,Non-technology Related Job,429,HI,156,58,No,No,0.15,4588,917,0,2015,2 -15,86545,0.06,0.03,4251054699,2904,Yes,Master or equivalent,Male,Yes,Married,80,\N,2,5,2,Others,102,IL,353,73,No,No,0.61,2767,461,0,2015,1 -15,86545,0.06,0.03,4251054699,2904,Yes,Master or equivalent,Male,Yes,Married,80,\N,2,5,2,Others,102,IL,353,73,No,No,0.61,7229,803,0,2015,2 -30,84574,0,0.01,4251059337,2905,Yes,High School or below,Female,No,Single,87,\N,0,2,43,Non-technology Related Job,462,NH,357,183,No,No,0.82,6294,699,0,2015,1 -30,84574,0,0.01,4251059337,2905,Yes,High School or below,Female,No,Single,87,\N,0,2,43,Non-technology Related Job,462,NH,357,183,No,No,0.82,5964,852,0,2015,2 -61,195475,0.06,0.01,4251085392,2906,Yes,High School or below,Female,Yes,Single,25,\N,2,0,61,Others,134,NM,54,198,No,No,0.28,2509,627,0,2015,1 -61,195475,0.06,0.01,4251085392,2906,Yes,High School or below,Female,Yes,Single,25,\N,2,0,61,Others,134,NM,54,198,No,No,0.28,670,670,0,2015,2 -63,432,0.02,0.01,4251067680,2907,No,High School or below,Female,Yes,Married,116,\N,3,2,31,Others,311,MS,153,233,No,No,0.81,2163,1081,0,2015,1 -63,432,0.02,0.01,4251067680,2907,No,High School or below,Female,Yes,Married,116,\N,3,2,31,Others,311,MS,153,233,No,No,0.81,3626,518,0,2015,2 -79,248461,0.04,0.03,4251073072,2908,Yes,High School or below,Female,Yes,Married,4,\N,1,7,71,Non-technology Related Job,171,SD,156,93,Yes,Yes,0.02,3370,561,0,2015,1 -79,248461,0.04,0.03,4251073072,2908,Yes,High School or below,Female,Yes,Married,4,\N,1,7,71,Non-technology Related Job,171,SD,156,93,Yes,Yes,0.02,5688,711,0,2015,2 -13,53418,0.07,0.02,4251033588,2909,Yes,High School or below,Female,Yes,Married,94,\N,3,1,41,Non-technology Related Job,347,NC,256,128,No,No,0.55,3333,666,0,2015,1 -13,53418,0.07,0.02,4251033588,2909,Yes,High School or below,Female,Yes,Married,94,\N,3,1,41,Non-technology Related Job,347,NC,256,128,No,No,0.55,4208,841,0,2015,2 -15,108376,0.03,0.02,4251028465,2910,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,0,4,10,Others,23,MT,355,163,No,No,0.08,5819,727,0,2015,1 -15,108376,0.03,0.02,4251028465,2910,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,0,4,10,Others,23,MT,355,163,No,No,0.08,4790,684,0,2015,2 -15,108376,0.03,0.02,4251028465,2910,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,0,4,10,Others,23,MT,355,163,No,No,0.08,725,725,0,2015,3 -31,106405,0.05,0.03,4251072983,2911,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,2,1,50,Non-technology Related Job,383,TX,358,23,No,Yes,0.29,2263,754,0,2015,1 -31,106405,0.05,0.03,4251072983,2911,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,2,1,50,Non-technology Related Job,383,TX,358,23,No,Yes,0.29,6357,794,0,2015,2 -31,106405,0.05,0.03,4251072983,2911,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,2,1,50,Non-technology Related Job,383,TX,358,23,No,Yes,0.29,860,860,0,2015,3 -33,161362,0.01,0.03,4251017135,2912,Yes,Bachelor or equivalent,Female,No,Single,43,\N,0,3,20,Non-technology Related Job,60,OH,458,58,No,No,0.82,659,659,0,2015,1 -33,161362,0.01,0.03,4251017135,2912,Yes,Bachelor or equivalent,Female,No,Single,43,\N,0,3,20,Non-technology Related Job,60,OH,458,58,No,No,0.82,4048,674,0,2015,2 -35,216320,0.04,0.03,4251046162,2913,Yes,Master or equivalent,Male,Yes,Married,14,\N,1,5,89,Non-technology Related Job,236,NV,57,93,No,No,0.35,2680,446,1,2015,1 -35,216320,0.04,0.03,4251046162,2913,Yes,Master or equivalent,Male,Yes,Married,14,\N,1,5,89,Non-technology Related Job,236,NV,57,93,No,No,0.35,3996,799,1,2015,2 -66,77220,0.03,0.03,4251077411,2914,Yes,Master or equivalent,Female,Yes,Single,72,\N,2,3,8,Others,408,NJ,254,108,No,No,0.81,2267,453,0,2015,1 -66,77220,0.03,0.03,4251077411,2914,Yes,Master or equivalent,Female,Yes,Single,72,\N,2,3,8,Others,408,NJ,254,108,No,No,0.81,6551,727,0,2015,2 -66,77220,0.03,0.03,4251077411,2914,Yes,Master or equivalent,Female,Yes,Single,72,\N,2,3,8,Others,408,NJ,254,108,No,No,0.81,658,658,0,2015,3 -53,19306,0.02,0,4251053961,2915,Yes,High School or below,Male,Yes,Married,113,\N,1,5,99,Non-technology Related Job,272,PA,160,238,No,No,0.09,3584,597,0,2015,1 -53,19306,0.02,0,4251053961,2915,Yes,High School or below,Male,Yes,Married,113,\N,1,5,99,Non-technology Related Job,272,PA,160,238,No,No,0.09,5480,782,0,2015,2 -56,74264,0.06,0.03,4251057738,2916,Yes,High School or below,Male,Yes,Single,83,\N,2,7,68,Non-technology Related Job,449,NJ,259,23,No,No,0.62,3383,1127,0,2015,1 -56,74264,0.06,0.03,4251057738,2916,Yes,High School or below,Male,Yes,Single,83,\N,2,7,68,Non-technology Related Job,449,NJ,259,23,No,No,0.62,5419,677,0,2015,2 -18,185164,0.04,0,4251072841,2917,Yes,High School or below,Female,Yes,Single,21,\N,3,5,87,Others,121,NY,456,38,No,No,0.08,5622,937,1,2015,1 -18,185164,0.04,0,4251072841,2917,Yes,High School or below,Female,Yes,Single,21,\N,3,5,87,Others,121,NY,456,38,No,No,0.08,2256,752,1,2015,2 -20,240121,0.07,0.03,4251036995,2918,Yes,High School or below,Male,No,Married,112,\N,0,7,56,Others,297,MO,55,73,No,No,0.61,1342,447,0,2015,1 -20,240121,0.07,0.03,4251036995,2918,Yes,High School or below,Male,No,Married,112,\N,0,7,56,Others,297,MO,55,73,No,No,0.61,1594,531,0,2015,2 -22,45079,0.03,0.03,4251050482,2919,Yes,High School or below,Male,Yes,Single,83,\N,2,1,25,Others,473,KY,154,108,No,No,0.14,6472,809,0,2015,1 -22,45079,0.03,0.03,4251050482,2919,Yes,High School or below,Male,Yes,Single,83,\N,2,1,25,Others,473,KY,154,108,No,No,0.14,2545,509,0,2015,2 -22,45079,0.03,0.03,4251050482,2919,Yes,High School or below,Male,Yes,Single,83,\N,2,1,25,Others,473,KY,154,108,No,No,0.14,1369,1369,0,2015,3 -38,43108,0.05,0.01,4251013095,2920,Yes,Bachelor or equivalent,Male,Yes,Single,90,\N,0,7,66,Non-technology Related Job,334,ND,158,218,No,No,0.35,4756,792,0,2015,1 -38,43108,0.05,0.01,4251013095,2920,Yes,Bachelor or equivalent,Male,Yes,Single,90,\N,0,7,66,Non-technology Related Job,334,ND,158,218,No,No,0.35,2062,515,0,2015,2 -40,98065,0.01,0,4251074102,2921,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,1,1,35,Non-technology Related Job,10,NE,257,3,No,No,0.88,1384,692,0,2015,1 -40,98065,0.01,0,4251074102,2921,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,1,1,35,Non-technology Related Job,10,NE,257,3,No,No,0.88,2440,610,0,2015,2 -42,153023,0.04,0,4251018182,2922,Yes,Bachelor or equivalent,Female,No,Married,32,\N,3,3,5,Others,186,ME,356,38,No,No,0.42,4641,928,0,2015,1 -42,153023,0.04,0,4251018182,2922,Yes,Bachelor or equivalent,Female,No,Married,32,\N,3,3,5,Others,186,ME,356,38,No,No,0.42,2427,809,0,2015,2 -58,151052,0.06,0.01,4251055490,2923,Yes,Master or equivalent,Male,No,Single,40,\N,1,0,45,Non-technology Related Job,46,OK,360,148,Yes,No,0.63,3566,509,0,2015,1 -58,151052,0.06,0.01,4251055490,2923,Yes,Master or equivalent,Male,No,Single,40,\N,1,0,45,Non-technology Related Job,46,OK,360,148,Yes,No,0.63,3709,927,0,2015,2 -60,206009,0.02,0.01,4251073964,2924,Yes,PhD or equivalent,Female,Yes,Married,10,\N,2,3,14,Non-technology Related Job,222,NH,459,183,No,No,0.16,1647,549,0,2015,1 -60,206009,0.02,0.01,4251073964,2924,Yes,PhD or equivalent,Female,Yes,Married,10,\N,2,3,14,Non-technology Related Job,222,NH,459,183,No,No,0.16,4979,622,0,2015,2 -63,10967,0.06,0.01,4251018115,2925,Yes,High School or below,Female,Yes,Single,101,\N,3,5,84,Non-technology Related Job,399,MA,58,218,No,No,0.69,4208,1052,0,2015,1 -63,10967,0.06,0.01,4251018115,2925,Yes,High School or below,Female,Yes,Single,101,\N,3,5,84,Non-technology Related Job,399,MA,58,218,No,No,0.69,1486,743,0,2015,2 -25,121867,0.04,0.01,4251064812,2926,Yes,High School or below,Male,Yes,Single,39,\N,1,2,2,Others,71,MN,255,233,No,No,0.14,7896,987,0,2015,1 -25,121867,0.04,0.01,4251064812,2926,Yes,High School or below,Male,Yes,Single,39,\N,1,2,2,Others,71,MN,255,233,No,No,0.14,3194,798,0,2015,2 -13,63953,0.03,0.02,4251081107,2927,No,High School or below,Female,Yes,Single,80,\N,3,4,93,Non-technology Related Job,435,NM,161,113,No,Yes,0.43,1969,492,0,2015,1 -13,63953,0.03,0.02,4251081107,2927,No,High School or below,Female,Yes,Single,80,\N,3,4,93,Non-technology Related Job,435,NM,161,113,No,Yes,0.43,727,727,0,2015,2 -15,118910,0.07,0.01,4251072567,2928,Yes,High School or below,Female,Yes,Married,50,\N,0,7,63,Non-technology Related Job,111,MS,260,148,No,No,0.96,7123,712,0,2015,1 -15,118910,0.07,0.01,4251072567,2928,Yes,High School or below,Female,Yes,Married,50,\N,0,7,63,Non-technology Related Job,111,MS,260,148,No,No,0.96,2277,569,0,2015,2 -45,229811,0.05,0.02,4251014221,2929,Yes,High School or below,Female,No,Married,108,\N,2,4,81,Others,284,MO,457,163,No,Yes,0.42,7379,819,0,2015,1 -45,229811,0.05,0.02,4251014221,2929,Yes,High School or below,Female,No,Married,108,\N,2,4,81,Others,284,MO,457,163,No,Yes,0.42,2105,421,0,2015,2 -47,34768,0.01,0.01,4251027132,2930,Yes,High School or below,Female,Yes,Single,79,\N,3,6,51,Others,460,LA,57,198,No,No,0.95,3149,787,0,2015,1 -47,34768,0.01,0.01,4251027132,2930,Yes,High School or below,Female,Yes,Single,79,\N,3,6,51,Others,460,LA,57,198,No,No,0.95,5416,773,0,2015,2 -50,89726,0.04,0.01,4251100209,2931,Yes,Bachelor or equivalent,Female,Yes,Married,50,\N,0,1,20,Others,136,HI,156,233,No,No,0.48,2932,977,0,2015,1 -50,89726,0.04,0.01,4251100209,2931,Yes,Bachelor or equivalent,Female,Yes,Married,50,\N,0,1,20,Others,136,HI,156,233,No,No,0.48,5804,483,0,2015,2 -50,89726,0.04,0.01,4251100209,2931,Yes,Bachelor or equivalent,Female,Yes,Married,50,\N,0,1,20,Others,136,HI,156,233,No,No,0.48,1010,1010,0,2015,3 -37,31812,0.04,0.02,4251051377,2932,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,3,2,11,Non-technology Related Job,0,LA,62,113,No,No,0.76,3251,812,0,2015,1 -37,31812,0.04,0.02,4251051377,2932,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,3,2,11,Non-technology Related Job,0,LA,62,113,No,No,0.76,1375,1375,0,2015,2 -68,142712,0.02,0.02,4251055225,2933,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,0,30,Others,173,MD,259,128,No,No,0.22,3581,716,0,2015,1 -68,142712,0.02,0.02,4251055225,2933,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,0,30,Others,173,MD,259,128,No,No,0.22,4280,713,0,2015,2 -70,197670,0.06,0.02,4251050523,2934,Yes,Master or equivalent,Male,Yes,Single,119,\N,1,2,99,Others,349,IL,358,163,No,No,0.75,5085,847,0,2015,1 -70,197670,0.06,0.02,4251050523,2934,Yes,Master or equivalent,Male,Yes,Single,119,\N,1,2,99,Others,349,IL,358,163,No,No,0.75,3496,874,0,2015,2 -18,195699,0,0.03,4251034165,2935,Yes,High School or below,Female,Yes,Married,7,\N,0,0,40,Non-technology Related Job,209,NJ,361,23,No,No,0.96,3642,910,0,2015,1 -18,195699,0,0.03,4251034165,2935,Yes,High School or below,Female,Yes,Married,7,\N,0,0,40,Non-technology Related Job,209,NJ,361,23,No,No,0.96,2417,604,0,2015,2 -20,656,0.03,0.03,4251081618,2936,Yes,High School or below,Male,Yes,Single,97,\N,1,2,9,Non-technology Related Job,385,MI,461,58,No,No,0.49,3678,735,0,2015,1 -20,656,0.03,0.03,4251081618,2936,Yes,High School or below,Male,Yes,Single,97,\N,1,2,9,Non-technology Related Job,385,MI,461,58,No,No,0.49,1747,582,0,2015,2 -50,111556,0.01,0.03,4251071292,2937,Yes,High School or below,Female,Yes,Married,35,\N,2,0,27,Others,58,MS,158,73,No,No,0.95,5553,793,0,2015,1 -50,111556,0.01,0.03,4251071292,2937,Yes,High School or below,Female,Yes,Married,35,\N,2,0,27,Others,58,MS,158,73,No,No,0.95,3170,528,0,2015,2 -52,166514,0.05,0.03,4251069280,2938,Yes,High School or below,Female,Yes,Married,6,\N,3,2,97,Others,234,KY,257,108,No,No,0.48,1240,1240,0,2015,1 -52,166514,0.05,0.03,4251069280,2938,Yes,High School or below,Female,Yes,Married,6,\N,3,2,97,Others,234,KY,257,108,No,No,0.48,3219,643,0,2015,2 -40,108600,0.05,0,4251049933,2939,Yes,High School or below,Male,Yes,Married,46,\N,2,4,88,Non-technology Related Job,98,MS,163,238,No,No,0.76,3091,772,0,2015,1 -40,108600,0.05,0,4251049933,2939,Yes,High School or below,Male,Yes,Married,46,\N,2,4,88,Non-technology Related Job,98,MS,163,238,No,No,0.76,6748,964,0,2015,2 -70,219500,0.03,0,4251081112,2940,Yes,Bachelor or equivalent,Female,No,Single,104,\N,3,1,7,Others,270,MT,360,3,No,No,0.22,3832,638,0,2015,1 -70,219500,0.03,0,4251081112,2940,Yes,Bachelor or equivalent,Female,No,Single,104,\N,3,1,7,Others,270,MT,360,3,No,No,0.22,9981,1109,0,2015,2 -73,24458,0.06,0,4251070498,2941,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,0,4,76,Others,447,ME,459,38,No,No,0.75,4394,878,0,2015,1 -73,24458,0.06,0,4251070498,2941,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,0,4,76,Others,447,ME,459,38,No,No,0.75,2848,569,0,2015,2 -73,24458,0.06,0,4251070498,2941,Yes,Bachelor or equivalent,Male,Yes,Single,75,\N,0,4,76,Others,447,ME,459,38,No,No,0.75,1816,908,0,2015,3 -20,22487,0,0.01,4251035083,2942,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,3,1,16,Non-technology Related Job,307,OK,462,148,No,No,0.96,1532,383,0,2015,1 -20,22487,0,0.01,4251035083,2942,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,3,1,16,Non-technology Related Job,307,OK,462,148,No,No,0.96,2292,1146,0,2015,2 -51,133387,0.07,0.02,4251023482,2943,Yes,Master or equivalent,Male,Yes,Single,21,\N,0,7,35,Others,479,OR,159,163,No,No,0.42,3738,747,0,2015,1 -51,133387,0.07,0.02,4251023482,2943,Yes,Master or equivalent,Male,Yes,Single,21,\N,0,7,35,Others,479,OR,159,163,No,No,0.42,2960,592,0,2015,2 -67,131416,0.01,0.03,4251096987,2944,Yes,High School or below,Male,Yes,Married,28,\N,3,4,75,Non-technology Related Job,339,AR,163,23,No,No,0.63,6448,806,0,2015,1 -67,131416,0.01,0.03,4251096987,2944,Yes,High School or below,Male,Yes,Married,28,\N,3,4,75,Non-technology Related Job,339,AR,163,23,No,No,0.63,8261,917,0,2015,2 -67,131416,0.01,0.03,4251096987,2944,Yes,High School or below,Male,Yes,Married,28,\N,3,4,75,Non-technology Related Job,339,AR,163,23,No,No,0.63,741,741,0,2015,3 -69,186373,0.04,0.03,4251022907,2945,Yes,High School or below,Male,No,Single,119,\N,0,6,45,Non-technology Related Job,16,WA,262,58,No,No,0.16,3202,400,0,2015,1 -69,186373,0.04,0.03,4251022907,2945,Yes,High School or below,Male,No,Single,119,\N,0,6,45,Non-technology Related Job,16,WA,262,58,No,No,0.16,2921,730,0,2015,2 -31,47274,0.03,0.03,4251045343,2946,Yes,High School or below,Female,Yes,Single,57,\N,1,4,63,Others,188,WI,459,73,No,No,0.62,6209,887,0,2015,1 -31,47274,0.03,0.03,4251045343,2946,Yes,High School or below,Female,Yes,Single,57,\N,1,4,63,Others,188,WI,459,73,No,No,0.62,909,227,0,2015,2 -31,47274,0.03,0.03,4251045343,2946,Yes,High School or below,Female,Yes,Single,57,\N,1,4,63,Others,188,WI,459,73,No,No,0.62,986,986,0,2015,3 -47,45303,0.05,0.01,4251070834,2947,Yes,High School or below,Female,Yes,Married,64,\N,0,1,4,Non-technology Related Job,48,KS,462,183,No,Yes,0.83,7129,712,0,2015,1 -47,45303,0.05,0.01,4251070834,2947,Yes,High School or below,Female,Yes,Married,64,\N,0,1,4,Non-technology Related Job,48,KS,462,183,No,Yes,0.83,3762,627,0,2015,2 -47,45303,0.05,0.01,4251070834,2947,Yes,High School or below,Female,Yes,Married,64,\N,0,1,4,Non-technology Related Job,48,KS,462,183,No,Yes,0.83,549,549,0,2015,3 -78,156203,0.03,0.01,4251031569,2948,Yes,High School or below,Male,Yes,Single,2,\N,1,7,22,Others,220,KY,159,198,No,No,0.28,4933,822,0,2015,1 -25,154232,0.05,0.03,4251047217,2949,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,3,4,63,Non-technology Related Job,81,ND,162,58,No,No,0.49,6601,943,0,2015,1 -25,154232,0.05,0.03,4251047217,2949,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,3,4,63,Non-technology Related Job,81,ND,162,58,No,No,0.49,3812,1270,0,2015,2 -56,15133,0.03,0.03,4251064893,2950,Yes,Bachelor or equivalent,Female,No,Married,68,\N,0,2,81,Others,253,OK,359,73,No,No,0.95,6060,673,0,2015,1 -56,15133,0.03,0.03,4251064893,2950,Yes,Bachelor or equivalent,Female,No,Married,68,\N,0,2,81,Others,253,OK,359,73,No,No,0.95,4832,966,0,2015,2 -72,13162,0.05,0.01,4251035244,2951,Yes,Master or equivalent,Male,Yes,Single,75,\N,3,7,22,Non-technology Related Job,113,AZ,363,183,No,No,0.16,7312,812,0,2015,1 -72,13162,0.05,0.01,4251035244,2951,Yes,Master or equivalent,Male,Yes,Single,75,\N,3,7,22,Non-technology Related Job,113,AZ,363,183,No,No,0.16,1341,670,0,2015,2 -34,124062,0.03,0.01,4251037856,2952,Yes,Master or equivalent,Female,Yes,Single,13,\N,0,5,40,Others,286,CA,60,198,No,No,0.62,4066,677,0,2015,1 -34,124062,0.03,0.01,4251037856,2952,Yes,Master or equivalent,Female,Yes,Single,13,\N,0,5,40,Others,286,CA,60,198,No,No,0.62,3267,653,0,2015,2 -50,122091,0.05,0.03,4251089187,2953,Yes,High School or below,Female,Yes,Single,20,\N,3,2,80,Non-technology Related Job,146,MI,63,58,No,No,0.83,5396,899,0,2015,1 -50,122091,0.05,0.03,4251089187,2953,Yes,High School or below,Female,Yes,Single,20,\N,3,2,80,Non-technology Related Job,146,MI,63,58,No,No,0.83,1658,414,0,2015,2 -12,232991,0.04,0.03,4251080562,2954,Yes,High School or below,Male,Yes,Single,78,\N,0,0,99,Others,318,MN,260,73,No,No,0.29,907,453,0,2015,1 -12,232991,0.04,0.03,4251080562,2954,Yes,High School or below,Male,Yes,Single,78,\N,0,0,99,Others,318,MN,260,73,No,No,0.29,2241,747,0,2015,2 -28,231020,0.06,0.01,4251043555,2955,Yes,High School or below,Male,Yes,Married,86,\N,2,6,39,Non-technology Related Job,178,SC,263,183,No,No,0.5,3434,858,0,2015,1 -28,231020,0.06,0.01,4251043555,2955,Yes,High School or below,Male,Yes,Married,86,\N,2,6,39,Non-technology Related Job,178,SC,263,183,No,No,0.5,2738,547,0,2015,2 -28,231020,0.06,0.01,4251043555,2955,Yes,High School or below,Male,Yes,Married,86,\N,2,6,39,Non-technology Related Job,178,SC,263,183,No,No,0.5,886,886,0,2015,3 -59,91921,0.04,0.01,4251049453,2956,Yes,High School or below,Female,Yes,Married,24,\N,0,3,58,Others,351,TN,460,198,No,No,0.95,2490,622,0,2015,1 -59,91921,0.04,0.01,4251049453,2956,Yes,High School or below,Female,Yes,Married,24,\N,0,3,58,Others,351,TN,460,198,No,No,0.95,5204,1040,0,2015,2 -74,89950,0.06,0.03,4251024119,2957,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,2,1,98,Non-technology Related Job,211,FL,464,58,No,No,0.16,4416,736,0,2015,1 -74,89950,0.06,0.03,4251024119,2957,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,2,1,98,Non-technology Related Job,211,FL,464,58,No,No,0.16,2707,676,0,2015,2 -37,200850,0.04,0.03,4251014685,2958,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,3,6,17,Others,383,HI,161,73,No,No,0.62,4609,1152,0,2015,1 -37,200850,0.04,0.03,4251014685,2958,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,3,6,17,Others,383,HI,161,73,No,No,0.62,2511,418,0,2015,2 -53,198879,0.06,0.01,4251075768,2959,No,Bachelor or equivalent,Female,No,Single,97,\N,2,4,57,Non-technology Related Job,243,NV,164,183,No,No,0.83,7591,632,0,2015,1 -53,198879,0.06,0.01,4251075768,2959,No,Bachelor or equivalent,Female,No,Single,97,\N,2,4,57,Non-technology Related Job,243,NV,164,183,No,No,0.83,3659,731,0,2015,2 -53,198879,0.06,0.01,4251075768,2959,No,Bachelor or equivalent,Female,No,Single,97,\N,2,4,57,Non-technology Related Job,243,NV,164,183,No,No,0.83,699,699,0,2015,3 -15,59779,0.04,0.01,4251025525,2960,Yes,Master or equivalent,Male,Yes,Single,35,\N,3,1,76,Others,416,NH,361,198,No,No,0.29,2299,766,1,2015,1 -15,59779,0.04,0.01,4251025525,2960,Yes,Master or equivalent,Male,Yes,Single,35,\N,3,1,76,Others,416,NH,361,198,No,No,0.29,3824,956,1,2015,2 -31,57808,0.06,0.03,4251052795,2961,Yes,PhD or equivalent,Male,Yes,Married,42,\N,2,7,16,Non-technology Related Job,276,VA,364,58,No,No,0.5,1101,550,0,2015,1 -31,57808,0.06,0.03,4251052795,2961,Yes,PhD or equivalent,Male,Yes,Married,42,\N,2,7,16,Non-technology Related Job,276,VA,364,58,No,No,0.5,5052,721,0,2015,2 -61,168709,0.05,0.03,4251089471,2962,Yes,High School or below,Female,Yes,Married,100,\N,3,4,35,Others,448,WV,61,73,No,Yes,0.95,1336,668,1,2015,1 -61,168709,0.05,0.03,4251089471,2962,Yes,High School or below,Female,Yes,Married,100,\N,3,4,35,Others,448,WV,61,73,No,Yes,0.95,4185,597,1,2015,2 -77,166738,0.07,0.01,4251088868,2963,Yes,High School or below,Male,Yes,Single,107,\N,1,2,75,Others,309,IA,65,183,Yes,No,0.16,4818,803,0,2015,1 -77,166738,0.07,0.01,4251088868,2963,Yes,High School or below,Male,Yes,Single,107,\N,1,2,75,Others,309,IA,65,183,Yes,No,0.16,5144,734,0,2015,2 -77,166738,0.07,0.01,4251088868,2963,Yes,High School or below,Male,Yes,Single,107,\N,1,2,75,Others,309,IA,65,183,Yes,No,0.16,1273,1273,0,2015,3 -40,27638,0.05,0.01,4251070030,2964,Yes,High School or below,Female,No,Married,45,\N,3,7,94,Others,481,KY,262,198,No,No,0.62,2644,661,0,2015,1 -40,27638,0.05,0.01,4251070030,2964,Yes,High School or below,Female,No,Married,45,\N,3,7,94,Others,481,KY,262,198,No,No,0.62,1346,673,0,2015,2 -56,25667,0.07,0.03,4251022172,2965,Yes,High School or below,Female,Yes,Single,53,\N,1,5,34,Others,341,ND,265,58,No,No,0.83,3926,785,0,2015,1 -56,25667,0.07,0.03,4251022172,2965,Yes,High School or below,Female,Yes,Single,53,\N,1,5,34,Others,341,ND,265,58,No,No,0.83,4729,945,0,2015,2 -18,136568,0.05,0.03,4251033011,2966,Yes,Bachelor or equivalent,Male,Yes,Single,111,\N,2,3,53,Others,13,OH,462,73,No,No,0.29,2308,769,0,2015,1 -18,136568,0.05,0.03,4251033011,2966,Yes,Bachelor or equivalent,Male,Yes,Single,111,\N,2,3,53,Others,13,OH,462,73,No,No,0.29,3898,779,0,2015,2 -34,134596,0.07,0.01,4251026101,2967,Yes,Bachelor or equivalent,Male,Yes,Married,118,\N,1,0,93,Others,374,AK,465,183,No,No,0.5,5203,743,0,2015,1 -34,134596,0.07,0.01,4251026101,2967,Yes,Bachelor or equivalent,Male,Yes,Married,118,\N,1,0,93,Others,374,AK,465,183,No,No,0.5,4977,829,0,2015,2 -64,245497,0.05,0.01,4251084913,2968,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,2,6,11,Others,46,AR,162,198,No,No,0.95,3558,711,0,2015,1 -64,245497,0.05,0.01,4251084913,2968,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,2,6,11,Others,46,AR,162,198,No,No,0.95,5704,950,0,2015,2 -12,243526,0.07,0.03,4251087732,2969,Yes,Master or equivalent,Male,Yes,Married,64,\N,0,3,52,Others,406,MA,165,58,No,Yes,0.17,2740,685,0,2015,1 -12,243526,0.07,0.03,4251087732,2969,Yes,Master or equivalent,Male,Yes,Married,64,\N,0,3,52,Others,406,MA,165,58,No,Yes,0.17,2191,1095,0,2015,2 -42,104426,0.06,0.03,4251053349,2970,Yes,PhD or equivalent,Female,Yes,Married,1,\N,2,1,70,Others,79,MN,362,73,No,No,0.62,6119,874,0,2015,1 -42,104426,0.06,0.03,4251053349,2970,Yes,PhD or equivalent,Female,Yes,Married,1,\N,2,1,70,Others,79,MN,362,73,No,No,0.62,797,199,0,2015,2 -58,102455,0,0.01,4251009099,2971,Yes,High School or below,Female,Yes,Single,9,\N,0,6,11,Others,439,SC,366,183,No,No,0.83,2670,890,0,2015,1 -58,102455,0,0.01,4251009099,2971,Yes,High School or below,Female,Yes,Single,9,\N,0,6,11,Others,439,SC,366,183,No,No,0.83,4327,618,0,2015,2 -21,213356,0.06,0.01,4251090851,2972,Yes,High School or below,Male,Yes,Single,67,\N,1,4,29,Others,111,TN,63,198,No,No,0.29,6057,757,0,2015,1 -21,213356,0.06,0.01,4251090851,2972,Yes,High School or below,Male,Yes,Single,67,\N,1,4,29,Others,111,TN,63,198,No,No,0.29,5391,898,0,2015,2 -37,211385,0,0.03,4251015028,2973,Yes,High School or below,Female,No,Married,74,\N,0,1,70,Others,471,DE,66,58,No,No,0.5,3942,492,0,2015,1 -37,211385,0,0.03,4251015028,2973,Yes,High School or below,Female,No,Married,74,\N,0,1,70,Others,471,DE,66,58,No,No,0.5,2275,758,0,2015,2 -67,72285,0.06,0.03,4251037653,2974,Yes,High School or below,Female,Yes,Single,12,\N,1,7,88,Others,144,GA,263,73,No,No,0.96,2026,506,0,2015,1 -67,72285,0.06,0.03,4251037653,2974,Yes,High School or below,Female,Yes,Single,12,\N,1,7,88,Others,144,GA,263,73,No,No,0.96,5370,895,0,2015,2 -15,70314,0,0.01,4251042786,2975,Yes,Bachelor or equivalent,Male,Yes,Married,20,\N,0,4,29,Others,4,NE,266,183,No,No,0.17,1194,298,0,2015,1 -15,70314,0,0.01,4251042786,2975,Yes,Bachelor or equivalent,Male,Yes,Married,20,\N,0,4,29,Others,4,NE,266,183,No,No,0.17,3342,668,0,2015,2 -45,181214,0.06,0.01,4251063585,2976,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,1,2,47,Others,176,NH,463,198,No,No,0.62,3292,658,0,2015,1 -45,181214,0.06,0.01,4251063585,2976,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,1,2,47,Others,176,NH,463,198,No,No,0.62,2585,517,0,2015,2 -61,179243,0,0.03,4251087971,2977,Yes,Master or equivalent,Female,Yes,Single,85,\N,3,7,88,Others,36,VA,467,58,No,No,0.83,3054,1018,0,2015,1 -61,179243,0,0.03,4251087971,2977,Yes,Master or equivalent,Female,Yes,Single,85,\N,3,7,88,Others,36,VA,467,58,No,No,0.83,5185,740,0,2015,2 -24,40144,0.07,0.03,4251069063,2978,Yes,Master or equivalent,Male,No,Single,23,\N,1,5,6,Others,209,WV,164,73,No,No,0.29,4949,707,0,2015,1 -24,40144,0.07,0.03,4251069063,2978,Yes,Master or equivalent,Male,No,Single,23,\N,1,5,6,Others,209,WV,164,73,No,No,0.29,5327,887,0,2015,2 -39,38173,0.01,0.01,4251031893,2979,Yes,High School or below,Female,No,Single,30,\N,3,2,47,Others,69,IN,167,183,No,No,0.5,2100,350,0,2015,1 -39,38173,0.01,0.01,4251031893,2979,Yes,High School or below,Female,No,Single,30,\N,3,2,47,Others,69,IN,167,183,No,No,0.5,4084,583,0,2015,2 -42,93130,0.04,0,4251038624,2980,Yes,High School or below,Male,Yes,Married,1,\N,0,5,16,Others,245,CT,266,218,No,No,0.03,4664,666,0,2015,2 -44,148088,0,0,4251063282,2981,Yes,High School or below,Male,Yes,Married,92,\N,2,7,85,Others,421,WY,366,3,No,No,0.56,3502,583,0,2015,1 -44,148088,0,0,4251063282,2981,Yes,High School or below,Male,Yes,Married,92,\N,2,7,85,Others,421,WY,366,3,No,No,0.56,3124,781,0,2015,2 -44,148088,0,0,4251063282,2981,Yes,High School or below,Male,Yes,Married,92,\N,2,7,85,Others,421,WY,366,3,No,No,0.56,311,311,0,2015,3 -60,146117,0.02,0.01,4251036738,2982,Yes,High School or below,Male,Yes,Married,100,\N,0,4,26,Non-technology Related Job,282,KY,369,113,No,No,0.77,3227,806,0,2015,1 -60,146117,0.02,0.01,4251036738,2982,Yes,High School or below,Male,Yes,Married,100,\N,0,4,26,Non-technology Related Job,282,KY,369,113,No,No,0.77,3108,518,0,2015,2 -62,201074,0.06,0.01,4251045792,2983,Yes,Bachelor or equivalent,Male,No,Single,70,\N,1,6,95,Others,458,FL,468,148,No,Yes,0.3,4228,704,0,2015,1 -62,201074,0.06,0.01,4251045792,2983,Yes,Bachelor or equivalent,Male,No,Single,70,\N,1,6,95,Others,458,FL,468,148,No,Yes,0.3,2911,485,0,2015,2 -62,201074,0.06,0.01,4251045792,2983,Yes,Bachelor or equivalent,Male,No,Single,70,\N,1,6,95,Others,458,FL,468,148,No,Yes,0.3,1078,1078,0,2015,3 -64,6031,0.01,0.01,4251020631,2984,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,3,1,64,Others,134,AK,68,183,No,No,0.84,3834,639,0,2015,1 -64,6031,0.01,0.01,4251020631,2984,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,3,1,64,Others,134,AK,68,183,No,No,0.84,4039,1009,0,2015,2 -26,116932,0.07,0.01,4251034869,2985,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,0,6,83,Others,306,AR,265,198,No,Yes,0.29,1398,699,0,2015,1 -26,116932,0.07,0.01,4251034869,2985,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,0,6,83,Others,306,AR,265,198,No,Yes,0.29,1643,547,0,2015,2 -42,114961,0.01,0.03,4251088325,2986,Yes,Master or equivalent,Female,Yes,Single,107,\N,2,4,23,Others,167,MD,268,58,No,No,0.5,5666,809,0,2015,1 -42,114961,0.01,0.03,4251088325,2986,Yes,Master or equivalent,Female,Yes,Single,107,\N,2,4,23,Others,167,MD,268,58,No,No,0.5,4236,706,0,2015,2 -73,225861,0,0.03,4251055800,2987,Yes,Master or equivalent,Male,Yes,Single,45,\N,0,1,42,Others,339,MI,465,73,No,No,0.96,4219,602,0,2015,1 -73,225861,0,0.03,4251055800,2987,Yes,Master or equivalent,Male,Yes,Single,45,\N,0,1,42,Others,339,MI,465,73,No,No,0.96,2070,414,0,2015,2 -20,223890,0.02,0.01,4251076745,2988,Yes,High School or below,Male,No,Married,52,\N,2,7,82,Others,199,RI,468,183,No,No,0.17,7878,787,0,2015,1 -20,223890,0.02,0.01,4251076745,2988,Yes,High School or below,Male,No,Married,52,\N,2,7,82,Others,199,RI,468,183,No,No,0.17,7172,896,0,2015,2 -51,84791,0,0.01,4251021789,2989,Yes,High School or below,Female,Yes,Married,110,\N,3,4,1,Others,372,SD,165,198,No,No,0.63,4181,696,0,2015,1 -51,84791,0,0.01,4251021789,2989,Yes,High School or below,Female,Yes,Married,110,\N,3,4,1,Others,372,SD,165,198,No,No,0.63,4018,669,0,2015,2 -67,82820,0.02,0.02,4251083314,2990,Yes,High School or below,Female,Yes,Married,117,\N,2,2,41,Others,232,DE,169,58,No,No,0.84,5326,1331,0,2015,1 -67,82820,0.02,0.02,4251083314,2990,Yes,High School or below,Female,Yes,Married,117,\N,2,2,41,Others,232,DE,169,58,No,No,0.84,3979,795,0,2015,2 -29,193720,0,0.03,4251036429,2991,Yes,High School or below,Male,Yes,Married,55,\N,3,7,60,Others,404,GA,365,73,No,No,0.29,2953,738,0,2015,1 -29,193720,0,0.03,4251036429,2991,Yes,High School or below,Male,Yes,Married,55,\N,3,7,60,Others,404,GA,365,73,No,No,0.29,934,467,0,2015,2 -45,191749,0.02,0,4251008554,2992,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,1,5,0,Others,264,MT,369,183,No,Yes,0.5,2992,748,0,2015,1 -45,191749,0.02,0,4251008554,2992,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,1,5,0,Others,264,MT,369,183,No,Yes,0.5,1600,800,0,2015,2 -75,52649,0,0.01,4251081711,2993,Yes,Bachelor or equivalent,Male,No,Single,1,\N,3,2,19,Others,437,NV,66,198,No,No,0.96,5657,628,0,2015,1 -75,52649,0,0.01,4251081711,2993,Yes,Bachelor or equivalent,Male,No,Single,1,\N,3,2,19,Others,437,NV,66,198,No,No,0.96,3332,833,0,2015,2 -23,50678,0.02,0.02,4251084669,2994,Yes,Bachelor or equivalent,Male,No,Married,8,\N,1,0,59,Others,297,VT,69,57,No,No,0.17,6951,868,0,2015,1 -23,50678,0.02,0.02,4251084669,2994,Yes,Bachelor or equivalent,Male,No,Married,8,\N,1,0,59,Others,297,VT,69,57,No,No,0.17,3886,971,0,2015,2 -54,161579,0.01,0.03,4251049117,2995,Yes,Master or equivalent,Female,Yes,Single,66,\N,2,6,78,Others,469,WA,266,72,No,No,0.63,2344,586,0,2015,1 -54,161579,0.01,0.03,4251049117,2995,Yes,Master or equivalent,Female,Yes,Single,66,\N,2,6,78,Others,469,WA,266,72,No,No,0.63,2577,515,0,2015,2 -70,159608,0.03,0,4251094688,2996,Yes,High School or below,Female,Yes,Married,74,\N,1,3,18,Others,329,IN,269,182,No,No,0.84,3211,642,0,2015,1 -70,159608,0.03,0,4251094688,2996,Yes,High School or below,Female,Yes,Married,74,\N,1,3,18,Others,329,IN,269,182,No,No,0.84,4362,1090,0,2015,2 -32,20508,0.01,0.01,4251062941,2997,Yes,High School or below,Male,Yes,Married,11,\N,2,1,36,Others,2,KS,466,197,No,No,0.29,4330,721,0,2015,1 -32,20508,0.01,0.01,4251062941,2997,Yes,High School or below,Male,Yes,Married,11,\N,2,1,36,Others,2,KS,466,197,No,No,0.29,3942,788,0,2015,2 -48,18537,0.03,0.02,4251041898,2998,Yes,High School or below,Female,Yes,Single,19,\N,1,6,77,Others,362,NY,470,57,No,No,0.5,3301,660,0,2015,1 -48,18537,0.03,0.02,4251041898,2998,Yes,High School or below,Female,Yes,Single,19,\N,1,6,77,Others,362,NY,470,57,No,No,0.5,4647,516,0,2015,2 -78,129437,0.01,0.03,4251099921,2999,Yes,High School or below,Male,No,Single,77,\N,2,4,95,Others,34,ND,167,72,No,No,0.96,2712,678,0,2015,1 -78,129437,0.01,0.03,4251099921,2999,Yes,High School or below,Male,No,Single,77,\N,2,4,95,Others,34,ND,167,72,No,No,0.96,3798,949,0,2015,2 -26,127466,0.03,0,4251022344,3000,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,0,1,36,Others,395,AL,170,182,No,No,0.17,3639,519,0,2015,1 -26,127466,0.03,0,4251022344,3000,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,0,1,36,Others,395,AL,170,182,No,No,0.17,2398,479,0,2015,2 -56,238367,0.01,0.01,4251062904,3001,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,2,7,54,Others,67,AZ,367,197,No,No,0.63,1817,908,0,2015,1 -56,238367,0.01,0.01,4251062904,3001,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,2,7,54,Others,67,AZ,367,197,No,No,0.63,2906,726,0,2015,2 -72,236396,0.03,0.02,4251097086,3002,Yes,Bachelor or equivalent,Female,Yes,Married,30,\N,0,4,95,Others,427,MD,370,57,No,No,0.84,3577,447,0,2015,1 -72,236396,0.03,0.02,4251097086,3002,Yes,Bachelor or equivalent,Female,Yes,Married,30,\N,0,4,95,Others,427,MD,370,57,No,No,0.84,1021,1021,0,2015,2 -72,236396,0.03,0.02,4251097086,3002,Yes,Bachelor or equivalent,Female,Yes,Married,30,\N,0,4,95,Others,427,MD,370,57,No,No,0.84,343,343,0,2015,3 -35,97296,0.02,0.03,4251086958,3003,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,1,2,13,Others,99,MI,67,72,No,No,0.3,4122,588,0,2015,1 -35,97296,0.02,0.03,4251086958,3003,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,1,2,13,Others,99,MI,67,72,No,No,0.3,1138,569,0,2015,2 -51,95325,0.04,0,4251060422,3004,Yes,PhD or equivalent,Female,Yes,Single,95,\N,0,7,54,Others,460,PA,71,182,No,No,0.51,1865,621,0,2015,1 -51,95325,0.04,0,4251060422,3004,Yes,PhD or equivalent,Female,Yes,Single,95,\N,0,7,54,Others,460,PA,71,182,No,No,0.51,3825,765,0,2015,2 -51,95325,0.04,0,4251060422,3004,Yes,PhD or equivalent,Female,Yes,Single,95,\N,0,7,54,Others,460,PA,71,182,No,No,0.51,252,252,0,2015,3 -13,206226,0.02,0.01,4251096728,3005,Yes,High School or below,Male,Yes,Married,33,\N,1,5,72,Others,132,SC,268,197,No,No,0.96,1822,911,0,2015,1 -13,206226,0.02,0.01,4251096728,3005,Yes,High School or below,Male,Yes,Married,33,\N,1,5,72,Others,132,SC,268,197,No,No,0.96,1430,715,0,2015,2 -29,204254,0.04,0.02,4251099168,3006,No,High School or below,Male,Yes,Single,40,\N,0,2,13,Others,492,CT,271,57,Yes,No,0.17,3754,750,1,2015,1 -29,204254,0.04,0.02,4251099168,3006,No,High School or below,Male,Yes,Single,40,\N,0,2,13,Others,492,CT,271,57,Yes,No,0.17,3518,879,1,2015,2 -59,65155,0.02,0.03,4251057519,3007,Yes,High School or below,Female,No,Single,98,\N,1,0,31,Others,165,FL,468,72,No,Yes,0.63,1584,528,0,2015,1 -59,65155,0.02,0.03,4251057519,3007,Yes,High School or below,Female,No,Single,98,\N,1,0,31,Others,165,FL,468,72,No,Yes,0.63,1870,935,0,2015,2 -75,63184,0.04,0,4251094079,3008,Yes,High School or below,Male,No,Married,106,\N,3,5,72,Others,25,MT,471,182,No,No,0.84,6357,908,0,2015,1 -75,63184,0.04,0,4251094079,3008,Yes,High School or below,Male,No,Married,106,\N,3,5,72,Others,25,MT,471,182,No,No,0.84,3211,642,0,2015,2 -37,174084,0.02,0.01,4251093120,3009,Yes,Bachelor or equivalent,Female,Yes,Married,44,\N,1,3,90,Others,197,NV,168,197,No,No,0.3,9643,876,0,2015,1 -37,174084,0.02,0.01,4251093120,3009,Yes,Bachelor or equivalent,Female,Yes,Married,44,\N,1,3,90,Others,197,NV,168,197,No,No,0.3,5968,852,0,2015,2 -53,172113,0.04,0.02,4251087743,3010,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,3,0,30,Others,57,VT,172,57,No,No,0.51,7003,700,0,2015,1 -53,172113,0.04,0.02,4251087743,3010,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,3,0,30,Others,57,VT,172,57,No,No,0.51,1741,870,0,2015,2 -16,33014,0.03,0.03,4251093812,3011,Yes,Bachelor or equivalent,Male,Yes,Married,109,\N,0,6,49,Others,230,VA,369,72,No,No,0.96,3856,550,0,2015,1 -16,33014,0.03,0.03,4251093812,3011,Yes,Bachelor or equivalent,Male,Yes,Married,109,\N,0,6,49,Others,230,VA,369,72,No,No,0.96,4122,1030,0,2015,2 -32,31043,0.05,0,4251071340,3012,Yes,Master or equivalent,Male,Yes,Single,117,\N,3,4,89,Others,90,IL,372,182,No,No,0.17,2117,423,0,2015,1 -32,31043,0.05,0,4251071340,3012,Yes,Master or equivalent,Male,Yes,Single,117,\N,3,4,89,Others,90,IL,372,182,No,No,0.17,4051,675,0,2015,2 -32,31043,0.05,0,4251071340,3012,Yes,Master or equivalent,Male,Yes,Single,117,\N,3,4,89,Others,90,IL,372,182,No,No,0.17,983,983,0,2015,3 -62,141943,0.03,0.01,4251014006,3013,Yes,PhD or equivalent,Female,No,Single,55,\N,0,1,8,Others,262,IA,69,197,No,No,0.63,4621,660,0,2015,1 -62,141943,0.03,0.01,4251014006,3013,Yes,PhD or equivalent,Female,No,Single,55,\N,0,1,8,Others,262,IA,69,197,No,No,0.63,182,182,0,2015,2 -78,139972,0.05,0.02,4251075869,3014,Yes,High School or below,Male,Yes,Married,62,\N,2,7,48,Others,122,NY,72,57,No,Yes,0.84,1295,647,0,2015,1 -78,139972,0.05,0.02,4251075869,3014,Yes,High School or below,Male,Yes,Married,62,\N,2,7,48,Others,122,NY,72,57,No,Yes,0.84,5052,721,0,2015,2 -40,872,0.03,0.03,4251091594,3015,Yes,High School or below,Female,Yes,Single,0,\N,0,4,67,Technology Related Job,295,ND,269,72,No,No,0.3,645,645,0,2015,1 -40,872,0.03,0.03,4251091594,3015,Yes,High School or below,Female,Yes,Single,0,\N,0,4,67,Technology Related Job,295,ND,269,72,No,No,0.3,1104,552,0,2015,2 -56,248901,0.05,0,4251009712,3016,Yes,High School or below,Female,Yes,Married,7,\N,2,2,7,Others,155,AL,273,182,No,No,0.51,3106,1035,0,2015,1 -56,248901,0.05,0,4251009712,3016,Yes,High School or below,Female,Yes,Married,7,\N,2,2,7,Others,155,AL,273,182,No,No,0.51,1687,562,0,2015,2 -19,109802,0.03,0.01,4251099500,3017,Yes,High School or below,Male,Yes,Married,65,\N,3,7,26,Technology Related Job,327,AK,469,197,No,No,0.96,4032,806,0,2015,1 -19,109802,0.03,0.01,4251099500,3017,Yes,High School or below,Male,Yes,Married,65,\N,3,7,26,Technology Related Job,327,AK,469,197,No,No,0.96,8304,922,0,2015,2 -19,109802,0.03,0.01,4251099500,3017,Yes,High School or below,Male,Yes,Married,65,\N,3,7,26,Technology Related Job,327,AK,469,197,No,No,0.96,815,815,0,2015,3 -34,107831,0.05,0.02,4251078378,3018,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,2,5,66,Others,188,ME,473,57,No,No,0.18,5395,770,0,2015,1 -34,107831,0.05,0.02,4251078378,3018,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,2,5,66,Others,188,ME,473,57,No,No,0.18,2904,968,0,2015,2 -65,218731,0.04,0.03,4251031161,3019,Yes,Bachelor or equivalent,Female,Yes,Single,11,\N,3,2,85,Technology Related Job,360,MA,170,72,No,No,0.63,3738,934,1,2015,1 -65,218731,0.04,0.03,4251031161,3019,Yes,Bachelor or equivalent,Female,Yes,Single,11,\N,3,2,85,Technology Related Job,360,MA,170,72,No,No,0.63,2014,671,1,2015,2 -13,216760,0.06,0,4251084493,3020,Yes,Master or equivalent,Male,Yes,Single,18,\N,2,0,25,Others,220,PA,173,182,No,No,0.84,3885,647,0,2015,1 -13,216760,0.06,0,4251084493,3020,Yes,Master or equivalent,Male,Yes,Single,18,\N,2,0,25,Others,220,PA,173,182,No,No,0.84,1951,975,0,2015,2 -43,77660,0.04,0.01,4251097661,3021,Yes,Master or equivalent,Female,Yes,Single,76,\N,3,5,44,Technology Related Job,392,SC,370,197,No,No,0.3,4086,583,0,2015,1 -43,77660,0.04,0.01,4251097661,3021,Yes,Master or equivalent,Female,Yes,Single,76,\N,3,5,44,Technology Related Job,392,SC,370,197,No,No,0.3,3468,495,0,2015,2 -43,77660,0.04,0.01,4251097661,3021,Yes,Master or equivalent,Female,Yes,Single,76,\N,3,5,44,Technology Related Job,392,SC,370,197,No,No,0.3,3281,1093,0,2015,3 -59,75689,0.06,0.02,4251015496,3022,Yes,High School or below,Female,No,Married,84,\N,1,3,84,Others,253,CT,373,57,No,No,0.51,5404,900,0,2015,1 -59,75689,0.06,0.02,4251015496,3022,Yes,High School or below,Female,No,Married,84,\N,1,3,84,Others,253,CT,373,57,No,No,0.51,2151,1075,0,2015,2 -59,75689,0.06,0.02,4251015496,3022,Yes,High School or below,Female,No,Married,84,\N,1,3,84,Others,253,CT,373,57,No,No,0.51,983,983,0,2015,3 -21,186590,0.04,0.03,4251030085,3023,Yes,High School or below,Male,Yes,Married,21,\N,3,1,3,Technology Related Job,425,DE,70,72,No,No,0.97,4153,830,0,2015,1 -21,186590,0.04,0.03,4251030085,3023,Yes,High School or below,Male,Yes,Married,21,\N,3,1,3,Technology Related Job,425,DE,70,72,No,No,0.97,5454,1090,0,2015,2 -37,184619,0.06,0,4251032415,3024,Yes,High School or below,Male,Yes,Single,29,\N,1,6,43,Others,285,MO,74,182,No,No,0.18,2537,507,0,2015,1 -37,184619,0.06,0,4251032415,3024,Yes,High School or below,Male,Yes,Single,29,\N,1,6,43,Others,285,MO,74,182,No,No,0.18,3809,761,0,2015,2 -68,45519,0.04,0.01,4251046163,3025,Yes,High School or below,Female,Yes,Single,87,\N,2,4,62,Technology Related Job,458,NE,271,197,No,No,0.63,2399,799,0,2015,1 -68,45519,0.04,0.01,4251046163,3025,Yes,High School or below,Female,Yes,Single,87,\N,2,4,62,Technology Related Job,458,NE,271,197,No,No,0.63,1815,453,0,2015,2 -15,43548,0.07,0.02,4251089571,3026,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,1,1,2,Others,318,UT,274,57,No,No,0.84,4751,1187,0,2015,1 -15,43548,0.07,0.02,4251089571,3026,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,1,1,2,Others,318,UT,274,57,No,No,0.84,572,572,0,2015,2 -46,154449,0.05,0.03,4251013357,3027,Yes,Bachelor or equivalent,Female,No,Single,32,\N,2,7,20,Technology Related Job,490,VA,471,72,No,No,0.3,4713,589,0,2015,1 -46,154449,0.05,0.03,4251013357,3027,Yes,Bachelor or equivalent,Female,No,Single,32,\N,2,7,20,Technology Related Job,490,VA,471,72,No,No,0.3,1890,630,0,2015,2 -46,154449,0.05,0.03,4251013357,3027,Yes,Bachelor or equivalent,Female,No,Single,32,\N,2,7,20,Technology Related Job,490,VA,471,72,No,No,0.3,1125,1125,0,2015,3 -62,152478,0.07,0,4251076022,3028,Yes,Master or equivalent,Female,Yes,Married,40,\N,1,4,61,Others,350,IL,474,182,Yes,No,0.51,6436,919,0,2015,1 -62,152478,0.07,0,4251076022,3028,Yes,Master or equivalent,Female,Yes,Married,40,\N,1,4,61,Others,350,IL,474,182,Yes,No,0.51,6717,959,0,2015,2 -24,13378,0.05,0.01,4251056566,3029,Yes,Master or equivalent,Male,Yes,Married,98,\N,2,2,79,Technology Related Job,23,IN,171,197,No,Yes,0.97,6302,787,1,2015,1 -24,13378,0.05,0.01,4251056566,3029,Yes,Master or equivalent,Male,Yes,Married,98,\N,2,2,79,Technology Related Job,23,IN,171,197,No,Yes,0.97,5168,646,1,2015,2 -40,11407,0.07,0.02,4251075245,3030,Yes,High School or below,Male,Yes,Single,105,\N,0,7,20,Others,383,NM,175,57,No,No,0.18,8301,754,0,2015,1 -40,11407,0.07,0.02,4251075245,3030,Yes,High School or below,Male,Yes,Single,105,\N,0,7,20,Others,383,NM,175,57,No,No,0.18,5053,1010,0,2015,2 -40,11407,0.07,0.02,4251075245,3030,Yes,High School or below,Male,Yes,Single,105,\N,0,7,20,Others,383,NM,175,57,No,No,0.18,196,196,0,2015,3 -70,122307,0.05,0.03,4251028767,3031,Yes,High School or below,Female,Yes,Married,43,\N,1,5,38,Technology Related Job,55,NC,372,72,No,No,0.63,4481,746,0,2015,1 -70,122307,0.05,0.03,4251028767,3031,Yes,High School or below,Female,Yes,Married,43,\N,1,5,38,Technology Related Job,55,NC,372,72,No,No,0.63,408,408,0,2015,2 -18,120336,0.07,0,4251076393,3032,Yes,High School or below,Male,Yes,Single,50,\N,0,2,79,Others,415,WY,375,182,No,No,0.85,2119,529,0,2015,1 -18,120336,0.07,0,4251076393,3032,Yes,High School or below,Male,Yes,Single,50,\N,0,2,79,Others,415,WY,375,182,No,No,0.85,3550,710,0,2015,2 -49,231237,0.05,0.01,4251060136,3033,Yes,High School or below,Female,Yes,Single,108,\N,1,0,97,Technology Related Job,88,AK,72,197,No,No,0.3,575,575,0,2015,1 -49,231237,0.05,0.01,4251060136,3033,Yes,High School or below,Female,Yes,Single,108,\N,1,0,97,Technology Related Job,88,AK,72,197,No,No,0.3,3661,610,0,2015,2 -65,229266,0,0.02,4251021867,3034,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,0,5,38,Others,448,ME,75,57,No,No,0.51,2490,830,0,2015,1 -65,229266,0,0.02,4251021867,3034,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,0,5,38,Others,448,ME,75,57,No,No,0.51,1850,616,0,2015,2 -27,90166,0.06,0.03,4251027759,3035,Yes,Bachelor or equivalent,Male,Yes,Married,54,\N,1,3,56,Technology Related Job,120,MD,272,72,No,No,0.97,2228,742,0,2015,1 -27,90166,0.06,0.03,4251027759,3035,Yes,Bachelor or equivalent,Male,Yes,Married,54,\N,1,3,56,Technology Related Job,120,MD,272,72,No,No,0.97,1406,703,0,2015,2 -27,90166,0.06,0.03,4251027759,3035,Yes,Bachelor or equivalent,Male,Yes,Married,54,\N,1,3,56,Technology Related Job,120,MD,272,72,No,No,0.97,1100,550,0,2015,3 -43,88195,0,0,4251085016,3036,Yes,Bachelor or equivalent,Female,No,Married,61,\N,3,0,97,Others,481,OR,276,182,No,Yes,0.18,4965,827,0,2015,1 -43,88195,0,0,4251085016,3036,Yes,Bachelor or equivalent,Female,No,Married,61,\N,3,0,97,Others,481,OR,276,182,No,Yes,0.18,2867,573,0,2015,2 -43,88195,0,0,4251085016,3036,Yes,Bachelor or equivalent,Female,No,Married,61,\N,3,0,97,Others,481,OR,276,182,No,Yes,0.18,569,569,0,2015,3 -73,199095,0.06,0.01,4251036305,3037,Yes,Master or equivalent,Female,Yes,Married,119,\N,1,6,15,Technology Related Job,153,RI,473,197,No,No,0.64,1921,640,0,2015,1 -73,199095,0.06,0.01,4251036305,3037,Yes,Master or equivalent,Female,Yes,Married,119,\N,1,6,15,Technology Related Job,153,RI,473,197,No,No,0.64,1160,580,0,2015,2 -21,197124,0,0.02,4251022443,3038,Yes,High School or below,Male,Yes,Single,7,\N,3,3,56,Others,13,CO,476,57,No,No,0.85,4918,614,0,2015,1 -21,197124,0,0.02,4251022443,3038,Yes,High School or below,Male,Yes,Single,7,\N,3,3,56,Others,13,CO,476,57,No,No,0.85,1340,670,0,2015,2 -51,58025,0.06,0.03,4251081094,3039,Yes,High School or below,Female,Yes,Single,65,\N,0,1,74,Technology Related Job,185,DE,173,72,No,No,0.3,6846,978,0,2015,1 -51,58025,0.06,0.03,4251081094,3039,Yes,High School or below,Female,Yes,Single,65,\N,0,1,74,Technology Related Job,185,DE,173,72,No,No,0.3,186,93,0,2015,2 -67,56054,0,0,4251053078,3040,Yes,High School or below,Female,Yes,Married,72,\N,3,7,14,Others,46,MO,176,182,No,No,0.51,4126,825,0,2015,1 -30,166954,0.07,0.01,4251028473,3041,Yes,High School or below,Male,No,Single,10,\N,0,4,33,Technology Related Job,218,MT,373,197,No,No,0.97,1002,334,0,2015,1 -30,166954,0.07,0.01,4251028473,3041,Yes,High School or below,Male,No,Single,10,\N,0,4,33,Technology Related Job,218,MT,373,197,No,No,0.97,2694,898,0,2015,2 -46,164983,0.01,0.02,4251091361,3042,Yes,High School or below,Female,Yes,Married,17,\N,3,2,73,Others,78,TX,376,57,No,No,0.18,1679,419,0,2015,1 -46,164983,0.01,0.02,4251091361,3042,Yes,High School or below,Female,Yes,Married,17,\N,3,2,73,Others,78,TX,376,57,No,No,0.18,7638,763,0,2015,2 -76,25883,0.07,0.03,4251017829,3043,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,0,7,92,Technology Related Job,251,VT,73,72,No,No,0.64,3282,1094,0,2015,1 -76,25883,0.07,0.03,4251017829,3043,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,0,7,92,Technology Related Job,251,VT,73,72,No,No,0.64,4007,1001,0,2015,2 -24,23912,0.01,0,4251071022,3044,Yes,Bachelor or equivalent,Male,Yes,Single,83,\N,2,5,32,Others,111,ID,77,182,No,No,0.85,2976,595,1,2015,1 -24,23912,0.01,0,4251071022,3044,Yes,Bachelor or equivalent,Male,Yes,Single,83,\N,2,5,32,Others,111,ID,77,182,No,No,0.85,2532,844,1,2015,2 -54,134813,0.07,0.01,4251054886,3045,Yes,Bachelor or equivalent,Female,Yes,Single,21,\N,0,2,51,Technology Related Job,283,IN,274,197,Yes,No,0.3,6087,869,0,2015,1 -54,134813,0.07,0.01,4251054886,3045,Yes,Bachelor or equivalent,Female,Yes,Single,21,\N,0,2,51,Technology Related Job,283,IN,274,197,Yes,No,0.3,3624,1208,0,2015,2 -70,132842,0.01,0.02,4251031405,3046,Yes,PhD or equivalent,Female,Yes,Single,28,\N,2,0,91,Others,143,NM,277,57,No,No,0.52,3074,1024,0,2015,1 -70,132842,0.01,0.02,4251031405,3046,Yes,PhD or equivalent,Female,Yes,Single,28,\N,2,0,91,Others,143,NM,277,57,No,No,0.52,2635,376,0,2015,2 -33,243742,0.07,0.02,4251051463,3047,Yes,High School or below,Male,Yes,Single,86,\N,3,5,10,Technology Related Job,316,NY,474,72,No,No,0.97,6733,612,0,2015,1 -33,243742,0.07,0.02,4251051463,3047,Yes,High School or below,Male,Yes,Single,86,\N,3,5,10,Technology Related Job,316,NY,474,72,No,No,0.97,1769,589,0,2015,2 -48,241771,0.01,0,4251065445,3048,Yes,High School or below,Female,Yes,Married,94,\N,2,3,50,Others,176,WI,477,182,No,No,0.18,5185,648,0,2015,1 -48,241771,0.01,0,4251065445,3048,Yes,High School or below,Female,Yes,Married,94,\N,2,3,50,Others,176,WI,477,182,No,No,0.18,3441,1147,0,2015,2 -79,102672,0,0,4251069539,3049,Yes,High School or below,Male,Yes,Married,31,\N,3,0,69,Technology Related Job,348,AL,174,197,No,No,0.64,2823,941,0,2015,1 -79,102672,0,0,4251069539,3049,Yes,High School or below,Male,Yes,Married,31,\N,3,0,69,Technology Related Job,348,AL,174,197,No,No,0.64,3310,827,0,2015,2 -27,100701,0.02,0.02,4251054655,3050,Yes,High School or below,Male,No,Single,39,\N,2,6,9,Others,208,LA,178,57,No,No,0.85,2677,669,0,2015,1 -27,100701,0.02,0.02,4251054655,3050,Yes,High School or below,Male,No,Single,39,\N,2,6,9,Others,208,LA,178,57,No,No,0.85,1101,367,0,2015,2 -57,211601,0,0.02,4251059949,3051,Yes,High School or below,Female,Yes,Married,97,\N,3,3,28,Technology Related Job,381,MD,375,72,No,Yes,0.31,8150,815,0,2015,1 -57,211601,0,0.02,4251059949,3051,Yes,High School or below,Female,Yes,Married,97,\N,3,3,28,Technology Related Job,381,MD,375,72,No,Yes,0.31,3850,641,0,2015,2 -73,209630,0.02,0,4251009724,3052,No,Bachelor or equivalent,Female,Yes,Single,104,\N,1,1,68,Others,241,OR,378,182,No,No,0.52,6940,991,0,2015,1 -73,209630,0.02,0,4251009724,3052,No,Bachelor or equivalent,Female,Yes,Single,104,\N,1,1,68,Others,241,OR,378,182,No,No,0.52,6328,904,0,2015,2 -35,70530,0,0,4251079800,3053,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,2,7,87,Technology Related Job,413,RI,75,197,No,No,0.97,1353,451,0,2015,1 -35,70530,0,0,4251079800,3053,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,2,7,87,Technology Related Job,413,RI,75,197,No,No,0.97,1896,474,0,2015,2 -51,68559,0.02,0.02,4251083059,3054,Yes,Master or equivalent,Female,Yes,Married,50,\N,1,4,27,Others,274,CA,78,57,No,No,0.18,3331,666,0,2015,1 -51,68559,0.02,0.02,4251083059,3054,Yes,Master or equivalent,Female,Yes,Married,50,\N,1,4,27,Others,274,CA,78,57,No,No,0.18,6083,1216,0,2015,2 -14,179460,0,0.02,4251043577,3055,Yes,PhD or equivalent,Male,No,Married,108,\N,2,2,45,Technology Related Job,446,CT,275,72,No,No,0.64,4785,957,0,2015,1 -14,179460,0,0.02,4251043577,3055,Yes,PhD or equivalent,Male,No,Married,108,\N,2,2,45,Technology Related Job,446,CT,275,72,No,No,0.64,2431,486,0,2015,2 -29,177489,0.02,0,4251027151,3056,Yes,High School or below,Male,No,Married,115,\N,1,7,86,Others,306,MS,279,182,No,No,0.85,5007,625,0,2015,1 -29,177489,0.02,0,4251027151,3056,Yes,High School or below,Male,No,Married,115,\N,1,7,86,Others,306,MS,279,182,No,No,0.85,4794,799,0,2015,2 -60,38389,0.01,0,4251030980,3057,Yes,High School or below,Female,Yes,Married,53,\N,2,5,4,Technology Related Job,478,MT,476,197,No,No,0.31,4122,588,0,2015,1 -60,38389,0.01,0,4251030980,3057,Yes,High School or below,Female,Yes,Married,53,\N,2,5,4,Technology Related Job,478,MT,476,197,No,No,0.31,4678,584,0,2015,2 -76,36418,0.03,0.02,4251025777,3058,Yes,High School or below,Female,Yes,Single,61,\N,0,2,45,Others,339,TX,479,57,No,Yes,0.52,2402,480,0,2015,1 -76,36418,0.03,0.02,4251025777,3058,Yes,High School or below,Female,Yes,Single,61,\N,0,2,45,Others,339,TX,479,57,No,Yes,0.52,1259,629,0,2015,2 -38,147318,0.01,0.02,4251096886,3059,Yes,High School or below,Male,Yes,Single,118,\N,2,0,63,Technology Related Job,11,VT,176,72,No,No,0.97,7096,887,0,2015,1 -38,147318,0.01,0.02,4251096886,3059,Yes,High School or below,Male,Yes,Single,118,\N,2,0,63,Technology Related Job,11,VT,176,72,No,No,0.97,3247,649,0,2015,2 -54,145347,0.03,0,4251070325,3060,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,0,5,4,Others,371,HI,179,182,No,No,0.18,3805,951,0,2015,1 -54,145347,0.03,0,4251070325,3060,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,0,5,4,Others,371,HI,179,182,No,No,0.18,6315,902,0,2015,2 -16,6248,0.01,0,4251013376,3061,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,1,3,22,Technology Related Job,44,IL,376,197,No,No,0.64,3343,668,0,2015,1 -16,6248,0.01,0,4251013376,3061,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,1,3,22,Technology Related Job,44,IL,376,197,No,No,0.64,2221,555,0,2015,2 -32,4277,0.03,0.02,4251015277,3062,Yes,Master or equivalent,Male,Yes,Married,71,\N,0,0,63,Others,404,NJ,380,57,No,No,0.85,5088,848,0,2015,2 -63,115177,0.01,0.02,4251051960,3063,Yes,Master or equivalent,Female,Yes,Married,9,\N,1,6,81,Technology Related Job,76,NY,76,72,No,No,0.31,1548,309,0,2015,1 -63,115177,0.01,0.02,4251051960,3063,Yes,Master or equivalent,Female,Yes,Married,9,\N,1,6,81,Technology Related Job,76,NY,76,72,No,No,0.31,2953,590,0,2015,2 -79,113206,0.03,0,4251017520,3064,Yes,High School or below,Female,No,Single,17,\N,0,3,22,Others,436,WI,80,182,No,No,0.52,1463,731,0,2015,1 -79,113206,0.03,0,4251017520,3064,Yes,High School or below,Female,No,Single,17,\N,0,3,22,Others,436,WI,80,182,No,No,0.52,5784,723,0,2015,2 -41,224107,0.02,0,4251026124,3065,Yes,High School or below,Male,Yes,Single,75,\N,1,1,40,Technology Related Job,109,AL,277,197,No,No,0.98,4983,1245,0,2015,1 -41,224107,0.02,0,4251026124,3065,Yes,High School or below,Male,Yes,Single,75,\N,1,1,40,Technology Related Job,109,AL,277,197,No,No,0.98,2539,846,0,2015,2 -57,222136,0.04,0.02,4251039970,3066,Yes,High School or below,Female,Yes,Single,82,\N,3,6,81,Others,469,KY,280,57,No,No,0.19,1735,347,1,2015,1 -57,222136,0.04,0.02,4251039970,3066,Yes,High School or below,Female,Yes,Single,82,\N,3,6,81,Others,469,KY,280,57,No,No,0.19,6246,694,1,2015,2 -19,83036,0.02,0.02,4251087149,3067,Yes,High School or below,Male,Yes,Single,20,\N,1,4,99,Technology Related Job,141,ME,477,72,No,No,0.64,1636,409,0,2015,1 -19,83036,0.02,0.02,4251087149,3067,Yes,High School or below,Male,Yes,Single,20,\N,1,4,99,Technology Related Job,141,ME,477,72,No,No,0.64,2615,653,0,2015,2 -35,81065,0.04,0,4251098385,3068,Yes,Bachelor or equivalent,Male,Yes,Married,27,\N,3,1,39,Others,1,OK,480,182,No,No,0.85,2101,420,0,2015,1 -35,81065,0.04,0,4251098385,3068,Yes,Bachelor or equivalent,Male,Yes,Married,27,\N,3,1,39,Others,1,OK,480,182,No,No,0.85,6458,717,0,2015,2 -65,191965,0.02,0,4251097957,3069,Yes,Bachelor or equivalent,Female,No,Married,85,\N,0,7,58,Technology Related Job,174,PA,177,197,No,No,0.31,3838,639,0,2015,1 -65,191965,0.02,0,4251097957,3069,Yes,Bachelor or equivalent,Female,No,Married,85,\N,0,7,58,Technology Related Job,174,PA,177,197,No,No,0.31,6188,773,0,2015,2 -13,189994,0.04,0.02,4251049956,3070,Yes,Master or equivalent,Male,No,Single,93,\N,3,5,98,Others,34,CA,181,57,Yes,No,0.52,5477,684,0,2015,1 -13,189994,0.04,0.02,4251049956,3070,Yes,Master or equivalent,Male,No,Single,93,\N,3,5,98,Others,34,CA,181,57,Yes,No,0.52,4450,741,0,2015,2 -13,189994,0.04,0.02,4251049956,3070,Yes,Master or equivalent,Male,No,Single,93,\N,3,5,98,Others,34,CA,181,57,Yes,No,0.52,1008,1008,0,2015,3 -44,50895,0.02,0.02,4251029211,3071,Yes,Master or equivalent,Female,Yes,Married,31,\N,0,2,17,Technology Related Job,206,CT,378,72,No,No,0.98,1740,870,0,2015,1 -44,50895,0.02,0.02,4251029211,3071,Yes,Master or equivalent,Female,Yes,Married,31,\N,0,2,17,Technology Related Job,206,CT,378,72,No,No,0.98,5697,813,0,2015,2 -60,48924,0.04,0,4251012754,3072,Yes,High School or below,Female,Yes,Single,38,\N,2,0,57,Others,67,MN,381,182,No,No,0.19,1723,430,0,2015,1 -60,48924,0.04,0,4251012754,3072,Yes,High School or below,Female,Yes,Single,38,\N,2,0,57,Others,67,MN,381,182,No,No,0.19,6115,873,0,2015,2 -22,159824,0.03,0,4251048378,3073,Yes,High School or below,Male,Yes,Single,96,\N,0,5,76,Technology Related Job,239,MO,78,197,No,Yes,0.64,6092,553,0,2015,1 -22,159824,0.03,0,4251048378,3073,Yes,High School or below,Male,Yes,Single,96,\N,0,5,76,Technology Related Job,239,MO,78,197,No,Yes,0.64,4961,826,0,2015,2 -38,157853,0.05,0.02,4251011246,3074,Yes,High School or below,Male,Yes,Married,104,\N,2,3,16,Others,99,TN,81,57,No,No,0.85,1531,510,0,2015,1 -38,157853,0.05,0.02,4251011246,3074,Yes,High School or below,Male,Yes,Married,104,\N,2,3,16,Others,99,TN,81,57,No,No,0.85,1764,441,0,2015,2 -68,18753,0.03,0.02,4251016750,3075,Yes,High School or below,Female,No,Married,42,\N,3,0,35,Technology Related Job,271,UT,278,72,No,No,0.31,3296,824,0,2015,1 -68,18753,0.03,0.02,4251016750,3075,Yes,High School or below,Female,No,Married,42,\N,3,0,35,Technology Related Job,271,UT,278,72,No,No,0.31,4148,1037,0,2015,2 -16,16782,0.05,0,4251082669,3076,Yes,Bachelor or equivalent,Male,Yes,Married,49,\N,2,6,75,Others,132,HI,282,182,No,No,0.52,6383,638,0,2015,1 -16,16782,0.05,0,4251082669,3076,Yes,Bachelor or equivalent,Male,Yes,Married,49,\N,2,6,75,Others,132,HI,282,182,No,No,0.52,785,261,0,2015,2 -46,127683,0.03,0,4251080733,3077,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,3,3,94,Technology Related Job,304,IL,479,197,No,No,0.98,2296,574,1,2015,1 -46,127683,0.03,0,4251080733,3077,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,3,3,94,Technology Related Job,304,IL,479,197,No,No,0.98,925,925,1,2015,2 -62,125712,0.05,0.02,4251055915,3078,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,2,1,34,Technology Related Job,164,NH,482,57,No,No,0.19,5177,575,0,2015,1 -62,125712,0.05,0.02,4251055915,3078,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,2,1,34,Technology Related Job,164,NH,482,57,No,No,0.19,2284,761,0,2015,2 -25,236612,0.03,0.02,4251011040,3079,Yes,Master or equivalent,Male,Yes,Single,52,\N,3,6,53,Technology Related Job,337,NM,179,72,No,No,0.64,6583,731,0,2015,1 -25,236612,0.03,0.02,4251011040,3079,Yes,Master or equivalent,Male,Yes,Single,52,\N,3,6,53,Technology Related Job,337,NM,179,72,No,No,0.64,1174,587,0,2015,2 -41,234641,0.05,0,4251087818,3080,Yes,PhD or equivalent,Male,Yes,Married,60,\N,1,4,93,Technology Related Job,197,WV,182,182,No,Yes,0.86,1205,401,0,2015,1 -41,234641,0.05,0,4251087818,3080,Yes,PhD or equivalent,Male,Yes,Married,60,\N,1,4,93,Technology Related Job,197,WV,182,182,No,Yes,0.86,4021,574,0,2015,2 -71,95541,0.04,0,4251011173,3081,Yes,High School or below,Female,Yes,Married,118,\N,3,2,12,Technology Related Job,369,WY,379,197,No,No,0.31,2,2,0,2015,1 -71,95541,0.04,0,4251011173,3081,Yes,High School or below,Female,Yes,Married,118,\N,3,2,12,Technology Related Job,369,WY,379,197,No,No,0.31,4020,804,0,2015,2 -19,93570,0.06,0.02,4251058520,3082,Yes,High School or below,Male,Yes,Married,5,\N,1,7,52,Technology Related Job,229,KY,383,57,No,No,0.52,4038,576,0,2015,1 -19,93570,0.06,0.02,4251058520,3082,Yes,High School or below,Male,Yes,Married,5,\N,1,7,52,Technology Related Job,229,KY,383,57,No,No,0.52,2494,1247,0,2015,2 -49,204471,0.04,0.02,4251029958,3083,Yes,High School or below,Female,No,Married,63,\N,2,5,70,Technology Related Job,402,ME,80,72,No,No,0.98,5120,465,0,2015,1 -49,204471,0.04,0.02,4251029958,3083,Yes,High School or below,Female,No,Married,63,\N,2,5,70,Technology Related Job,402,ME,80,72,No,No,0.98,2680,893,0,2015,2 -65,202500,0.06,0,4251089093,3084,Yes,High School or below,Female,No,Single,71,\N,1,2,11,Technology Related Job,262,OH,83,182,No,No,0.19,7920,880,0,2015,1 -65,202500,0.06,0,4251089093,3084,Yes,High School or below,Female,No,Single,71,\N,1,2,11,Technology Related Job,262,OH,83,182,No,No,0.19,4599,574,0,2015,2 -28,63400,0.04,0,4251021665,3085,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,2,0,29,Technology Related Job,434,OR,280,197,No,No,0.65,5230,1046,0,2015,1 -28,63400,0.04,0,4251021665,3085,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,2,0,29,Technology Related Job,434,OR,280,197,No,No,0.65,3890,778,0,2015,2 -43,61429,0.06,0.02,4251089046,3086,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,1,5,70,Technology Related Job,294,AR,283,57,No,No,0.86,5305,884,0,2015,1 -43,61429,0.06,0.02,4251089046,3086,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,1,5,70,Technology Related Job,294,AR,283,57,No,No,0.86,3219,643,0,2015,2 -74,172330,0.04,0.02,4251070871,3087,Yes,Bachelor or equivalent,Female,Yes,Single,74,\N,2,3,88,Technology Related Job,467,CO,480,72,No,No,0.31,6142,767,0,2015,1 -74,172330,0.04,0.02,4251070871,3087,Yes,Bachelor or equivalent,Female,Yes,Single,74,\N,2,3,88,Technology Related Job,467,CO,480,72,No,No,0.31,1568,784,0,2015,2 -22,170359,0.06,0,4251074910,3088,Yes,Master or equivalent,Male,Yes,Married,81,\N,0,0,29,Technology Related Job,327,MN,483,182,No,No,0.52,2304,576,0,2015,1 -22,170359,0.06,0,4251074910,3088,Yes,Master or equivalent,Male,Yes,Married,81,\N,0,0,29,Technology Related Job,327,MN,483,182,No,No,0.52,2448,612,0,2015,2 -22,170359,0.06,0,4251074910,3088,Yes,Master or equivalent,Male,Yes,Married,81,\N,0,0,29,Technology Related Job,327,MN,483,182,No,No,0.52,122,122,0,2015,3 -52,31259,0.05,0,4251099361,3089,Yes,PhD or equivalent,Female,No,Married,19,\N,2,6,47,Technology Related Job,499,MO,180,196,No,No,0.98,5338,762,0,2015,1 -52,31259,0.05,0,4251099361,3089,Yes,PhD or equivalent,Female,No,Married,19,\N,2,6,47,Technology Related Job,499,MO,180,196,No,No,0.98,1613,403,0,2015,2 -68,29288,0.07,0.02,4251082070,3090,Yes,High School or below,Female,Yes,Single,27,\N,0,3,88,Technology Related Job,360,TN,184,56,No,No,0.19,3720,930,0,2015,1 -68,29288,0.07,0.02,4251082070,3090,Yes,High School or below,Female,Yes,Single,27,\N,0,3,88,Technology Related Job,360,TN,184,56,No,No,0.19,4846,692,0,2015,2 -30,140188,0.05,0.02,4251038241,3091,Yes,High School or below,Male,Yes,Single,85,\N,1,1,6,Technology Related Job,32,TX,381,71,No,No,0.65,2411,602,0,2015,1 -30,140188,0.05,0.02,4251038241,3091,Yes,High School or below,Male,Yes,Single,85,\N,1,1,6,Technology Related Job,32,TX,381,71,No,No,0.65,5749,522,0,2015,2 -46,138217,0.07,0,4251047736,3092,Yes,High School or below,Male,Yes,Single,92,\N,0,6,47,Technology Related Job,392,GA,384,181,Yes,No,0.86,1905,635,0,2015,1 -46,138217,0.07,0,4251047736,3092,Yes,High School or below,Male,Yes,Single,92,\N,0,6,47,Technology Related Job,392,GA,384,181,Yes,No,0.86,3035,758,0,2015,2 -77,249118,0.05,0,4251051110,3093,Yes,High School or below,Female,Yes,Single,30,\N,1,4,65,Technology Related Job,65,ID,81,196,No,No,0.31,4872,812,0,2015,1 -77,249118,0.05,0,4251051110,3093,Yes,High School or below,Female,Yes,Single,30,\N,1,4,65,Technology Related Job,65,ID,81,196,No,No,0.31,5886,840,0,2015,2 -24,247147,0.07,0.02,4251016277,3094,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,3,1,6,Technology Related Job,425,NH,84,56,No,No,0.53,7105,789,0,2015,1 -24,247147,0.07,0.02,4251016277,3094,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,3,1,6,Technology Related Job,425,NH,84,56,No,No,0.53,3551,887,0,2015,2 -55,108047,0.05,0.02,4251062228,3095,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,1,7,24,Technology Related Job,97,NM,281,71,No,Yes,0.98,5242,655,0,2015,1 -55,108047,0.05,0.02,4251062228,3095,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,1,7,24,Technology Related Job,97,NM,281,71,No,Yes,0.98,2976,595,0,2015,2 -55,108047,0.05,0.02,4251062228,3095,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,1,7,24,Technology Related Job,97,NM,281,71,No,Yes,0.98,582,582,0,2015,3 -71,106076,0.07,0,4251015109,3096,Yes,Master or equivalent,Female,Yes,Single,103,\N,3,4,65,Technology Related Job,457,WV,285,181,No,No,0.19,5356,595,0,2015,1 -71,106076,0.07,0,4251015109,3096,Yes,Master or equivalent,Female,Yes,Single,103,\N,3,4,65,Technology Related Job,457,WV,285,181,No,No,0.19,3139,784,0,2015,2 -33,216976,0.06,0,4251016816,3097,Yes,Master or equivalent,Male,Yes,Married,41,\N,0,2,83,Technology Related Job,130,WI,482,196,No,No,0.65,3438,859,0,2015,1 -33,216976,0.06,0,4251016816,3097,Yes,Master or equivalent,Male,Yes,Married,41,\N,0,2,83,Technology Related Job,130,WI,482,196,No,No,0.65,2376,792,0,2015,2 -33,216976,0.06,0,4251016816,3097,Yes,Master or equivalent,Male,Yes,Married,41,\N,0,2,83,Technology Related Job,130,WI,482,196,No,No,0.65,1233,1233,0,2015,3 -49,215005,0,0.02,4251056615,3098,Yes,High School or below,Female,No,Single,48,\N,3,0,23,Technology Related Job,490,KS,485,56,No,No,0.86,3729,621,1,2015,1 -49,215005,0,0.02,4251056615,3098,Yes,High School or below,Female,No,Single,48,\N,3,0,23,Technology Related Job,490,KS,485,56,No,No,0.86,2216,554,1,2015,2 -79,75906,0.06,0.02,4251059543,3099,Yes,High School or below,Female,Yes,Single,106,\N,0,5,42,Non-technology Related Job,162,LA,182,71,No,No,0.32,3075,768,0,2015,1 -79,75906,0.06,0.02,4251059543,3099,Yes,High School or below,Female,Yes,Single,106,\N,0,5,42,Non-technology Related Job,162,LA,182,71,No,No,0.32,4614,576,0,2015,2 -27,73935,0,0,4251069697,3100,Yes,High School or below,Male,Yes,Married,114,\N,3,3,82,Technology Related Job,22,OH,185,181,No,No,0.53,3254,650,0,2015,1 -27,73935,0,0,4251069697,3100,Yes,High School or below,Male,Yes,Married,114,\N,3,3,82,Technology Related Job,22,OH,185,181,No,No,0.53,4642,928,0,2015,2 -58,184835,0.06,0,4251084225,3101,No,High School or below,Female,Yes,Married,52,\N,0,0,1,Non-technology Related Job,195,OR,382,196,No,No,0.98,3394,565,0,2015,1 -58,184835,0.06,0,4251084225,3101,No,High School or below,Female,Yes,Married,52,\N,0,0,1,Non-technology Related Job,195,OR,382,196,No,No,0.98,4731,946,0,2015,2 -74,182864,0,0.02,4251064281,3102,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,2,6,41,Technology Related Job,55,AR,386,56,No,Yes,0.19,6784,753,0,2015,1 -74,182864,0,0.02,4251064281,3102,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,2,6,41,Technology Related Job,55,AR,386,56,No,Yes,0.19,2658,664,0,2015,2 -36,43765,0.06,0.02,4251022418,3103,Yes,Bachelor or equivalent,Male,No,Married,117,\N,0,3,60,Non-technology Related Job,227,CA,83,71,No,No,0.65,4310,615,0,2015,1 -36,43765,0.06,0.02,4251022418,3103,Yes,Bachelor or equivalent,Male,No,Married,117,\N,0,3,60,Non-technology Related Job,227,CA,83,71,No,No,0.65,2745,686,0,2015,2 -52,41793,0,0,4251087401,3104,Yes,Master or equivalent,Female,Yes,Single,4,\N,2,1,0,Technology Related Job,87,MI,86,181,No,No,0.86,902,451,0,2015,1 -52,41793,0,0,4251087401,3104,Yes,Master or equivalent,Female,Yes,Single,4,\N,2,1,0,Technology Related Job,87,MI,86,181,No,No,0.86,514,128,0,2015,2 -14,152694,0.07,0,4251008666,3105,Yes,Master or equivalent,Male,Yes,Single,62,\N,3,6,19,Non-technology Related Job,260,MS,283,196,No,No,0.32,4229,845,1,2015,1 -14,152694,0.07,0,4251008666,3105,Yes,Master or equivalent,Male,Yes,Single,62,\N,3,6,19,Non-technology Related Job,260,MS,283,196,No,No,0.32,1782,445,1,2015,2 -30,150723,0.01,0.02,4251044909,3106,Yes,High School or below,Male,Yes,Married,70,\N,2,4,59,Technology Related Job,120,SD,286,56,No,No,0.53,3034,606,0,2015,1 -30,150723,0.01,0.02,4251044909,3106,Yes,High School or below,Male,Yes,Married,70,\N,2,4,59,Technology Related Job,120,SD,286,56,No,No,0.53,5405,900,0,2015,2 -30,150723,0.01,0.02,4251044909,3106,Yes,High School or below,Male,Yes,Married,70,\N,2,4,59,Technology Related Job,120,SD,286,56,No,No,0.53,35,35,0,2015,3 -60,11623,0.07,0.02,4251025737,3107,Yes,High School or below,Female,Yes,Single,8,\N,3,1,78,Non-technology Related Job,292,TX,483,71,No,No,0.98,5752,958,0,2015,1 -60,11623,0.07,0.02,4251025737,3107,Yes,High School or below,Female,Yes,Single,8,\N,3,1,78,Non-technology Related Job,292,TX,483,71,No,No,0.98,2596,865,0,2015,2 -76,9652,0.01,0,4251033058,3108,Yes,High School or below,Female,Yes,Married,15,\N,2,7,18,Technology Related Job,153,GA,487,181,No,No,0.19,2413,603,0,2015,1 -76,9652,0.01,0,4251033058,3108,Yes,High School or below,Female,Yes,Married,15,\N,2,7,18,Technology Related Job,153,GA,487,181,No,No,0.19,5002,1000,0,2015,2 -39,120553,0.07,0,4251026146,3109,Yes,High School or below,Male,Yes,Married,73,\N,3,5,37,Non-technology Related Job,325,HI,183,196,Yes,No,0.65,1718,572,0,2015,1 -39,120553,0.07,0,4251026146,3109,Yes,High School or below,Male,Yes,Married,73,\N,3,5,37,Non-technology Related Job,325,HI,183,196,Yes,No,0.65,5336,762,0,2015,2 -55,118582,0.01,0.02,4251094251,3110,Yes,Bachelor or equivalent,Female,Yes,Single,81,\N,1,2,77,Technology Related Job,185,NV,187,56,No,No,0.86,6282,698,0,2015,1 -55,118582,0.01,0.02,4251094251,3110,Yes,Bachelor or equivalent,Female,Yes,Single,81,\N,1,2,77,Technology Related Job,185,NV,187,56,No,No,0.86,4996,832,0,2015,2 -17,229482,0.07,0.02,4251067070,3111,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,3,0,96,Non-technology Related Job,358,NJ,384,71,No,No,0.32,1522,507,0,2015,1 -17,229482,0.07,0.02,4251067070,3111,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,3,0,96,Non-technology Related Job,358,NJ,384,71,No,No,0.32,2013,503,0,2015,2 -33,227511,0.01,0,4251012384,3112,Yes,Bachelor or equivalent,Male,No,Single,26,\N,1,5,36,Technology Related Job,218,WA,387,181,No,No,0.53,5005,715,0,2015,1 -33,227511,0.01,0,4251012384,3112,Yes,Bachelor or equivalent,Male,No,Single,26,\N,1,5,36,Technology Related Job,218,WA,387,181,No,No,0.53,4551,758,0,2015,2 -63,88411,0,0,4251098264,3113,Yes,Master or equivalent,Female,Yes,Single,84,\N,2,3,54,Non-technology Related Job,390,WI,84,196,No,No,0.99,2323,1161,0,2015,1 -63,88411,0,0,4251098264,3113,Yes,Master or equivalent,Female,Yes,Single,84,\N,2,3,54,Non-technology Related Job,390,WI,84,196,No,No,0.99,3583,597,0,2015,2 -79,86440,0.02,0.02,4251052671,3114,Yes,High School or below,Female,Yes,Married,91,\N,1,0,95,Technology Related Job,250,KS,87,56,No,No,0.2,1935,483,0,2015,1 -79,86440,0.02,0.02,4251052671,3114,Yes,High School or below,Female,Yes,Married,91,\N,1,0,95,Technology Related Job,250,KS,87,56,No,No,0.2,2241,560,0,2015,2 -42,197341,0,0.02,4251059870,3115,Yes,High School or below,Male,Yes,Married,29,\N,2,6,13,Non-technology Related Job,423,KY,284,71,No,No,0.65,3683,1227,0,2015,1 -42,197341,0,0.02,4251059870,3115,Yes,High School or below,Male,Yes,Married,29,\N,2,6,13,Non-technology Related Job,423,KY,284,71,No,No,0.65,4273,854,0,2015,2 -57,195370,0.02,0,4251014996,3116,Yes,High School or below,Female,Yes,Single,37,\N,0,3,54,Technology Related Job,283,ND,288,181,No,No,0.86,3253,464,0,2015,1 -57,195370,0.02,0,4251014996,3116,Yes,High School or below,Female,Yes,Single,37,\N,0,3,54,Technology Related Job,283,ND,288,181,No,No,0.86,4889,977,0,2015,2 -20,56270,0,0,4251087542,3117,Yes,High School or below,Male,No,Married,95,\N,2,1,72,Non-technology Related Job,455,OK,485,196,No,Yes,0.32,3716,412,0,2015,1 -20,56270,0,0,4251087542,3117,Yes,High School or below,Male,No,Married,95,\N,2,1,72,Non-technology Related Job,455,OK,485,196,No,Yes,0.32,5278,879,0,2015,2 -36,54299,0.02,0.02,4251077473,3118,Yes,High School or below,Male,Yes,Single,102,\N,0,6,13,Technology Related Job,315,AZ,488,56,No,No,0.53,4507,751,1,2015,1 -36,54299,0.02,0.02,4251077473,3118,Yes,High School or below,Male,Yes,Single,102,\N,0,6,13,Technology Related Job,315,AZ,488,56,No,No,0.53,1337,334,1,2015,2 -66,165199,0,0.02,4251061016,3119,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,1,4,31,Non-technology Related Job,488,CA,185,71,No,No,0.99,1444,722,0,2015,1 -66,165199,0,0.02,4251061016,3119,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,1,4,31,Non-technology Related Job,488,CA,185,71,No,No,0.99,4259,851,0,2015,2 -14,163228,0.03,0,4251044667,3120,Yes,Bachelor or equivalent,Female,Yes,Married,47,\N,0,1,72,Technology Related Job,348,MI,188,181,No,No,0.2,3104,776,0,2015,1 -14,163228,0.03,0,4251044667,3120,Yes,Bachelor or equivalent,Female,Yes,Married,47,\N,0,1,72,Technology Related Job,348,MI,188,181,No,No,0.2,5054,842,0,2015,2 -44,24129,0.01,0,4251090944,3121,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,1,7,90,Non-technology Related Job,20,MN,385,196,No,No,0.65,2963,592,0,2015,1 -44,24129,0.01,0,4251090944,3121,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,1,7,90,Non-technology Related Job,20,MN,385,196,No,No,0.65,3631,907,0,2015,2 -44,24129,0.01,0,4251090944,3121,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,1,7,90,Non-technology Related Job,20,MN,385,196,No,No,0.65,349,349,0,2015,3 -60,22158,0.03,0.02,4251042089,3122,Yes,PhD or equivalent,Female,Yes,Married,113,\N,0,4,31,Technology Related Job,380,SC,389,56,No,No,0.86,2460,615,0,2015,1 -60,22158,0.03,0.02,4251042089,3122,Yes,PhD or equivalent,Female,Yes,Married,113,\N,0,4,31,Technology Related Job,380,SC,389,56,No,No,0.86,1446,723,0,2015,2 -23,133058,0.01,0.02,4251091049,3123,Yes,High School or below,Male,Yes,Married,51,\N,1,2,49,Non-technology Related Job,53,TN,86,71,No,No,0.32,3705,926,0,2015,1 -23,133058,0.01,0.02,4251091049,3123,Yes,High School or below,Male,Yes,Married,51,\N,1,2,49,Non-technology Related Job,53,TN,86,71,No,No,0.32,1786,893,0,2015,2 -23,133058,0.01,0.02,4251091049,3123,Yes,High School or below,Male,Yes,Married,51,\N,1,2,49,Non-technology Related Job,53,TN,86,71,No,No,0.32,1144,1144,0,2015,3 -38,131087,0.03,0,4251026190,3124,Yes,High School or below,Male,Yes,Single,58,\N,3,7,90,Technology Related Job,413,FL,89,181,No,Yes,0.53,2543,847,1,2015,1 -38,131087,0.03,0,4251026190,3124,Yes,High School or below,Male,Yes,Single,58,\N,3,7,90,Technology Related Job,413,FL,89,181,No,Yes,0.53,2076,519,1,2015,2 -69,241988,0.01,0,4251087981,3125,Yes,High School or below,Female,Yes,Single,116,\N,1,5,8,Non-technology Related Job,85,HI,286,196,No,No,0.99,5734,819,0,2015,1 -69,241988,0.01,0,4251087981,3125,Yes,High School or below,Female,Yes,Single,116,\N,1,5,8,Non-technology Related Job,85,HI,286,196,No,No,0.99,808,404,0,2015,2 -17,240017,0.03,0.02,4251020136,3126,Yes,High School or below,Female,No,Married,4,\N,3,3,48,Technology Related Job,446,NV,289,56,No,No,0.2,2585,646,1,2015,1 -17,240017,0.03,0.02,4251020136,3126,Yes,High School or below,Female,No,Married,4,\N,3,3,48,Technology Related Job,446,NV,289,56,No,No,0.2,6790,970,1,2015,2 -47,100917,0.01,0.02,4251048091,3127,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,0,67,Non-technology Related Job,118,NH,486,71,No,No,0.65,5493,686,0,2015,1 -47,100917,0.01,0.02,4251048091,3127,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,0,67,Non-technology Related Job,118,NH,486,71,No,No,0.65,1656,552,0,2015,2 -63,98946,0.04,0,4251071875,3128,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,3,6,7,Technology Related Job,478,VA,490,181,No,No,0.87,2153,430,0,2015,1 -63,98946,0.04,0,4251071875,3128,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,3,6,7,Technology Related Job,478,VA,490,181,No,No,0.87,4769,953,0,2015,2 -25,209846,0.02,0,4251023255,3129,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,0,3,26,Non-technology Related Job,151,WV,187,196,No,No,0.32,4799,685,0,2015,1 -25,209846,0.02,0,4251023255,3129,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,0,3,26,Non-technology Related Job,151,WV,187,196,No,No,0.32,3458,864,0,2015,2 -41,207875,0.04,0.02,4251096708,3130,Yes,Master or equivalent,Male,Yes,Single,14,\N,3,1,66,Technology Related Job,11,IA,190,56,No,No,0.53,2050,512,0,2015,1 -41,207875,0.04,0.02,4251096708,3130,Yes,Master or equivalent,Male,Yes,Single,14,\N,3,1,66,Technology Related Job,11,IA,190,56,No,No,0.53,5781,825,0,2015,2 -72,68776,0.02,0.02,4251048261,3131,Yes,PhD or equivalent,Female,No,Single,72,\N,0,6,85,Non-technology Related Job,183,KY,387,71,No,No,0.99,3166,791,0,2015,2 -20,66805,0.04,0.03,4251058611,3132,Yes,High School or below,Male,No,Single,80,\N,2,4,25,Technology Related Job,43,ND,390,181,No,No,0.2,6000,750,0,2015,1 -20,66805,0.04,0.03,4251058611,3132,Yes,High School or below,Male,No,Single,80,\N,2,4,25,Technology Related Job,43,ND,390,181,No,No,0.2,2627,525,0,2015,2 -50,177705,0.02,0,4251030361,3133,Yes,High School or below,Female,Yes,Single,18,\N,3,1,44,Non-technology Related Job,216,OK,87,196,No,No,0.66,533,266,1,2015,1 -50,177705,0.02,0,4251030361,3133,Yes,High School or below,Female,Yes,Single,18,\N,3,1,44,Non-technology Related Job,216,OK,87,196,No,No,0.66,2477,619,1,2015,2 -66,175734,0.04,0.01,4251018316,3134,Yes,High School or below,Female,Yes,Married,25,\N,2,7,84,Technology Related Job,76,AK,91,56,Yes,No,0.87,2052,684,0,2015,1 -66,175734,0.04,0.01,4251018316,3134,Yes,High School or below,Female,Yes,Married,25,\N,2,7,84,Technology Related Job,76,AK,91,56,Yes,No,0.87,5993,856,0,2015,2 -28,36634,0.03,0.02,4251063381,3135,Yes,High School or below,Male,Yes,Married,83,\N,3,4,3,Non-technology Related Job,248,AR,287,71,No,No,0.32,1301,433,1,2015,1 -28,36634,0.03,0.02,4251063381,3135,Yes,High School or below,Male,Yes,Married,83,\N,3,4,3,Non-technology Related Job,248,AR,287,71,No,No,0.32,1835,917,1,2015,2 -44,34663,0.05,0.03,4251008833,3136,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,2,2,43,Technology Related Job,108,MA,291,181,No,No,0.53,4622,770,0,2015,1 -44,34663,0.05,0.03,4251008833,3136,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,2,2,43,Technology Related Job,108,MA,291,181,No,No,0.53,2075,691,0,2015,2 -74,145564,0.03,0,4251081634,3137,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,3,0,62,Non-technology Related Job,281,MN,488,196,No,Yes,0.99,7148,893,0,2015,1 -74,145564,0.03,0,4251081634,3137,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,3,0,62,Non-technology Related Job,281,MN,488,196,No,Yes,0.99,3869,644,0,2015,2 -22,143593,0.05,0.01,4251046871,3138,Yes,Master or equivalent,Male,Yes,Single,36,\N,1,5,2,Technology Related Job,141,SC,491,56,No,No,0.2,3812,762,0,2015,1 -22,143593,0.05,0.01,4251046871,3138,Yes,Master or equivalent,Male,Yes,Single,36,\N,1,5,2,Technology Related Job,141,SC,491,56,No,No,0.2,1274,637,0,2015,2 -53,4493,0.03,0.02,4251011312,3139,Yes,Master or equivalent,Female,Yes,Single,94,\N,3,3,21,Non-technology Related Job,313,TN,188,71,No,No,0.66,3419,569,0,2015,1 -53,4493,0.03,0.02,4251011312,3139,Yes,Master or equivalent,Female,Yes,Single,94,\N,3,3,21,Non-technology Related Job,313,TN,188,71,No,No,0.66,3850,550,0,2015,2 -69,2522,0.05,0.03,4251025761,3140,Yes,High School or below,Female,No,Married,101,\N,1,0,61,Technology Related Job,173,DE,191,181,No,No,0.87,3378,675,0,2015,1 -69,2522,0.05,0.03,4251025761,3140,Yes,High School or below,Female,No,Married,101,\N,1,0,61,Technology Related Job,173,DE,191,181,No,No,0.87,2562,512,0,2015,2 -31,113423,0.03,0,4251080382,3141,Yes,High School or below,Male,Yes,Married,39,\N,2,6,79,Non-technology Related Job,346,GA,388,196,No,No,0.32,2603,650,0,2015,1 -31,113423,0.03,0,4251080382,3141,Yes,High School or below,Male,Yes,Married,39,\N,2,6,79,Non-technology Related Job,346,GA,388,196,No,No,0.32,4250,1062,0,2015,2 -47,111451,0.05,0.01,4251073203,3142,Yes,High School or below,Male,Yes,Married,47,\N,1,3,20,Technology Related Job,206,NE,392,56,No,No,0.54,7815,781,0,2015,1 -47,111451,0.05,0.01,4251073203,3142,Yes,High School or below,Male,Yes,Married,47,\N,1,3,20,Technology Related Job,206,NE,392,56,No,No,0.54,1007,1007,0,2015,2 -77,222352,0.04,0.02,4251097763,3143,Yes,High School or below,Female,Yes,Married,105,\N,2,1,38,Non-technology Related Job,378,NH,89,71,No,No,0.99,5314,759,0,2015,1 -77,222352,0.04,0.02,4251097763,3143,Yes,High School or below,Female,Yes,Married,105,\N,2,1,38,Non-technology Related Job,378,NH,89,71,No,No,0.99,3931,786,0,2015,2 -25,220381,0.06,0.03,4251068395,3144,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,1,6,79,Technology Related Job,239,VA,92,181,No,No,0.2,8084,898,0,2015,1 -25,220381,0.06,0.03,4251068395,3144,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,1,6,79,Technology Related Job,239,VA,92,181,No,No,0.2,3623,724,0,2015,2 -55,81281,0.04,0,4251065021,3145,Yes,Bachelor or equivalent,Female,No,Single,50,\N,2,4,97,Non-technology Related Job,411,WV,289,196,No,No,0.66,3737,622,0,2015,1 -55,81281,0.04,0,4251065021,3145,Yes,Bachelor or equivalent,Female,No,Single,50,\N,2,4,97,Non-technology Related Job,411,WV,289,196,No,No,0.66,3450,862,0,2015,2 -71,79310,0.06,0.01,4251051752,3146,Yes,Master or equivalent,Female,No,Married,57,\N,0,1,38,Technology Related Job,271,IN,292,56,No,Yes,0.87,6120,1020,0,2015,1 -71,79310,0.06,0.01,4251051752,3146,Yes,Master or equivalent,Female,No,Married,57,\N,0,1,38,Technology Related Job,271,IN,292,56,No,Yes,0.87,4268,1067,0,2015,2 -71,79310,0.06,0.01,4251051752,3146,Yes,Master or equivalent,Female,No,Married,57,\N,0,1,38,Technology Related Job,271,IN,292,56,No,Yes,0.87,1067,1067,0,2015,3 -34,190211,0.04,0.02,4251058195,3147,No,Master or equivalent,Male,Yes,Married,115,\N,2,7,56,Non-technology Related Job,444,KS,489,71,No,No,0.33,1206,603,0,2015,1 -34,190211,0.04,0.02,4251058195,3147,No,Master or equivalent,Male,Yes,Married,115,\N,2,7,56,Non-technology Related Job,444,KS,489,71,No,No,0.33,5633,804,0,2015,2 -34,190211,0.04,0.02,4251058195,3147,No,Master or equivalent,Male,Yes,Married,115,\N,2,7,56,Non-technology Related Job,444,KS,489,71,No,No,0.33,586,586,0,2015,3 -50,188240,0.06,0.03,4251016142,3148,Yes,High School or below,Male,Yes,Married,3,\N,0,4,97,Technology Related Job,304,NC,493,181,No,No,0.54,5274,1054,0,2015,1 -50,188240,0.06,0.03,4251016142,3148,Yes,High School or below,Male,Yes,Married,3,\N,0,4,97,Technology Related Job,304,NC,493,181,No,No,0.54,2887,962,0,2015,2 -12,49140,0.04,0,4251069313,3149,Yes,High School or below,Female,Yes,Married,61,\N,1,2,15,Non-technology Related Job,476,OH,190,196,No,No,0.99,5419,903,0,2015,1 -12,49140,0.04,0,4251069313,3149,Yes,High School or below,Female,Yes,Married,61,\N,1,2,15,Non-technology Related Job,476,OH,190,196,No,No,0.99,2798,699,0,2015,2 -28,47169,0.06,0.01,4251080829,3150,Yes,High School or below,Male,Yes,Single,68,\N,0,7,56,Technology Related Job,336,AK,193,56,No,No,0.2,2090,522,0,2015,1 -28,47169,0.06,0.01,4251080829,3150,Yes,High School or below,Male,Yes,Single,68,\N,0,7,56,Technology Related Job,336,AK,193,56,No,No,0.2,1575,393,0,2015,2 -28,47169,0.06,0.01,4251080829,3150,Yes,High School or below,Male,Yes,Single,68,\N,0,7,56,Technology Related Job,336,AK,193,56,No,No,0.2,382,382,0,2015,3 -58,158069,0.05,0.02,4251037251,3151,Yes,High School or below,Female,No,Single,6,\N,1,5,74,Non-technology Related Job,9,AR,390,71,No,No,0.66,8329,832,0,2015,1 -58,158069,0.05,0.02,4251037251,3151,Yes,High School or below,Female,No,Single,6,\N,1,5,74,Non-technology Related Job,9,AR,390,71,No,No,0.66,3634,908,0,2015,2 -74,156098,0.07,0.03,4251041986,3152,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,0,2,15,Technology Related Job,369,MD,393,181,No,No,0.87,4322,720,0,2015,1 -74,156098,0.07,0.03,4251041986,3152,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,0,2,15,Technology Related Job,369,MD,393,181,No,No,0.87,3832,766,0,2015,2 -37,16999,0.05,0,4251062805,3153,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,1,0,33,Non-technology Related Job,41,MI,90,196,No,No,0.33,1598,799,0,2015,1 -37,16999,0.05,0,4251062805,3153,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,1,0,33,Non-technology Related Job,41,MI,90,196,No,No,0.33,3169,633,0,2015,2 -52,15028,0.07,0.01,4251065193,3154,Yes,Bachelor or equivalent,Male,Yes,Married,79,\N,3,6,73,Technology Related Job,401,RI,94,56,No,No,0.54,2132,533,0,2015,1 -52,15028,0.07,0.01,4251065193,3154,Yes,Bachelor or equivalent,Male,Yes,Married,79,\N,3,6,73,Technology Related Job,401,RI,94,56,No,No,0.54,2547,509,0,2015,2 -15,125928,0.05,0.02,4251049167,3155,Yes,Master or equivalent,Female,Yes,Married,17,\N,0,3,92,Non-technology Related Job,74,SD,291,71,No,No,0.99,6643,664,0,2015,1 -15,125928,0.05,0.02,4251049167,3155,Yes,Master or equivalent,Female,Yes,Married,17,\N,0,3,92,Non-technology Related Job,74,SD,291,71,No,No,0.99,6294,899,0,2015,2 -15,125928,0.05,0.02,4251049167,3155,Yes,Master or equivalent,Female,Yes,Married,17,\N,0,3,92,Non-technology Related Job,74,SD,291,71,No,No,0.99,847,847,0,2015,3 -31,123957,0.07,0.03,4251068838,3156,Yes,High School or below,Male,Yes,Single,24,\N,3,1,32,Technology Related Job,434,DE,294,181,No,No,0.2,4193,838,0,2015,1 -31,123957,0.07,0.03,4251068838,3156,Yes,High School or below,Male,Yes,Single,24,\N,3,1,32,Technology Related Job,434,DE,294,181,No,No,0.2,1753,876,0,2015,2 -61,234857,0.05,0,4251083736,3157,Yes,High School or below,Female,Yes,Single,82,\N,0,6,51,Non-technology Related Job,106,GA,491,196,No,No,0.66,5235,581,0,2015,1 -61,234857,0.05,0,4251083736,3157,Yes,High School or below,Female,Yes,Single,82,\N,0,6,51,Non-technology Related Job,106,GA,491,196,No,No,0.66,1355,451,0,2015,2 -77,232886,0.07,0.01,4251015404,3158,Yes,High School or below,Female,Yes,Single,90,\N,3,4,91,Technology Related Job,466,MT,494,56,No,No,0.87,6818,852,0,2015,1 -77,232886,0.07,0.01,4251015404,3158,Yes,High School or below,Female,Yes,Single,90,\N,3,4,91,Technology Related Job,466,MT,494,56,No,No,0.87,4426,885,0,2015,2 -77,232886,0.07,0.01,4251015404,3158,Yes,High School or below,Female,Yes,Single,90,\N,3,4,91,Technology Related Job,466,MT,494,56,No,No,0.87,103,103,0,2015,3 -39,93787,0.06,0.02,4251075402,3159,Yes,High School or below,Male,No,Single,28,\N,0,1,10,Non-technology Related Job,139,NV,191,71,No,Yes,0.33,5252,875,0,2015,1 -39,93787,0.06,0.02,4251075402,3159,Yes,High School or below,Male,No,Single,28,\N,0,1,10,Non-technology Related Job,139,NV,191,71,No,Yes,0.33,6740,674,0,2015,2 -55,91816,0,0.03,4251096742,3160,Yes,High School or below,Female,No,Married,35,\N,2,7,50,Technology Related Job,499,VT,194,181,No,No,0.54,4071,678,0,2015,1 -55,91816,0,0.03,4251096742,3160,Yes,High School or below,Female,No,Married,35,\N,2,7,50,Technology Related Job,499,VT,194,181,No,No,0.54,7969,664,0,2015,2 -18,202716,0.06,0,4251078140,3161,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,0,4,69,Non-technology Related Job,171,WA,391,196,No,No,0,3023,604,0,2015,1 -18,202716,0.06,0,4251078140,3161,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,0,4,69,Non-technology Related Job,171,WA,391,196,No,No,0,3078,769,0,2015,2 -18,202716,0.06,0,4251078140,3161,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,0,4,69,Non-technology Related Job,171,WA,391,196,No,No,0,237,237,0,2015,3 -33,200745,0,0.01,4251050589,3162,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,2,2,9,Non-technology Related Job,32,IN,395,56,No,No,0.21,6421,802,0,2015,1 -33,200745,0,0.01,4251050589,3162,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,2,2,9,Non-technology Related Job,32,IN,395,56,No,No,0.21,4921,984,0,2015,2 -64,61646,0.06,0.02,4251080796,3163,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,3,7,28,Non-technology Related Job,204,KS,92,71,No,No,0.66,4066,813,0,2015,1 -64,61646,0.06,0.02,4251080796,3163,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,3,7,28,Non-technology Related Job,204,KS,92,71,No,No,0.66,3275,655,0,2015,2 -12,59675,0,0.03,4251042003,3164,Yes,PhD or equivalent,Female,Yes,Single,46,\N,2,5,68,Non-technology Related Job,64,NY,95,181,No,No,0.87,2357,589,1,2015,1 -12,59675,0,0.03,4251042003,3164,Yes,PhD or equivalent,Female,Yes,Single,46,\N,2,5,68,Non-technology Related Job,64,NY,95,181,No,No,0.87,488,244,1,2015,2 -42,170575,0.06,0,4251072195,3165,Yes,High School or below,Male,No,Single,104,\N,3,3,87,Non-technology Related Job,237,ND,292,196,No,No,0.33,6090,870,1,2015,1 -42,170575,0.06,0,4251072195,3165,Yes,High School or below,Male,No,Single,104,\N,3,3,87,Non-technology Related Job,237,ND,292,196,No,No,0.33,2594,864,1,2015,2 -58,168604,0,0.01,4251025953,3166,Yes,High School or below,Female,Yes,Married,111,\N,2,0,27,Non-technology Related Job,97,AL,295,56,No,No,0.54,3186,531,0,2015,1 -58,168604,0,0.01,4251025953,3166,Yes,High School or below,Female,Yes,Married,111,\N,2,0,27,Non-technology Related Job,97,AL,295,56,No,No,0.54,1992,664,0,2015,2 -20,29504,0.07,0.02,4251062646,3167,Yes,High School or below,Male,Yes,Married,49,\N,3,6,46,Non-technology Related Job,269,AZ,492,71,No,No,0,4390,878,0,2015,1 -20,29504,0.07,0.02,4251062646,3167,Yes,High School or below,Male,Yes,Married,49,\N,3,6,46,Non-technology Related Job,269,AZ,492,71,No,No,0,1127,375,0,2015,2 -36,27533,0.01,0.03,4251023221,3168,Yes,High School or below,Male,Yes,Married,57,\N,1,3,86,Non-technology Related Job,129,MD,496,181,No,Yes,0.21,4134,826,0,2015,1 -36,27533,0.01,0.03,4251023221,3168,Yes,High School or below,Male,Yes,Married,57,\N,1,3,86,Non-technology Related Job,129,MD,496,181,No,Yes,0.21,1006,251,0,2015,2 -67,138434,0.07,0,4251051489,3169,Yes,High School or below,Female,Yes,Married,115,\N,3,1,5,Non-technology Related Job,302,MI,193,196,No,No,0.66,10325,860,0,2015,1 -67,138434,0.07,0,4251051489,3169,Yes,High School or below,Female,Yes,Married,115,\N,3,1,5,Non-technology Related Job,302,MI,193,196,No,No,0.66,3539,442,0,2015,2 -67,138434,0.07,0,4251051489,3169,Yes,High School or below,Female,Yes,Married,115,\N,3,1,5,Non-technology Related Job,302,MI,193,196,No,No,0.66,1164,1164,0,2015,3 -15,136463,0.01,0.01,4251056104,3170,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,1,6,45,Non-technology Related Job,162,RI,196,56,No,No,0.87,1344,448,0,2015,1 -15,136463,0.01,0.01,4251056104,3170,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,1,6,45,Non-technology Related Job,162,RI,196,56,No,No,0.87,671,671,0,2015,2 -45,247363,0.07,0.02,4251084445,3171,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,2,4,63,Non-technology Related Job,334,SC,393,71,No,No,0.33,5137,856,0,2015,1 -45,247363,0.07,0.02,4251084445,3171,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,2,4,63,Non-technology Related Job,334,SC,393,71,No,No,0.33,3369,481,0,2015,2 -61,245392,0.01,0.03,4251078084,3172,Yes,Master or equivalent,Female,Yes,Married,68,\N,1,1,4,Non-technology Related Job,194,CT,396,181,No,No,0.54,832,832,0,2015,1 -61,245392,0.01,0.03,4251078084,3172,Yes,Master or equivalent,Female,Yes,Married,68,\N,1,1,4,Non-technology Related Job,194,CT,396,181,No,No,0.54,993,993,0,2015,2 -23,106292,0.07,0,4251048559,3173,Yes,PhD or equivalent,Male,Yes,Single,5,\N,2,7,22,Non-technology Related Job,367,FL,93,196,Yes,No,0,4018,1004,0,2015,1 -23,106292,0.07,0,4251048559,3173,Yes,PhD or equivalent,Male,Yes,Single,5,\N,2,7,22,Non-technology Related Job,367,FL,93,196,Yes,No,0,4884,814,0,2015,2 -39,104321,0.01,0.01,4251091392,3174,Yes,High School or below,Male,No,Married,13,\N,0,4,63,Non-technology Related Job,227,MT,97,56,No,No,0.21,2989,747,1,2015,1 -39,104321,0.01,0.01,4251091392,3174,Yes,High School or below,Male,No,Married,13,\N,0,4,63,Non-technology Related Job,227,MT,97,56,No,No,0.21,379,126,1,2015,2 -69,215222,0,0.02,4251094087,3175,Yes,High School or below,Female,Yes,Married,71,\N,2,2,81,Non-technology Related Job,399,NV,294,71,No,No,0.66,2957,492,0,2015,1 -69,215222,0,0.02,4251094087,3175,Yes,High School or below,Female,Yes,Married,71,\N,2,2,81,Non-technology Related Job,399,NV,294,71,No,No,0.66,2668,889,0,2015,2 -17,213251,0.02,0.03,4251098599,3176,Yes,High School or below,Female,Yes,Single,78,\N,0,7,22,Non-technology Related Job,259,VT,297,181,No,No,0.88,3119,623,0,2015,1 -17,213251,0.02,0.03,4251098599,3176,Yes,High School or below,Female,Yes,Single,78,\N,0,7,22,Non-technology Related Job,259,VT,297,181,No,No,0.88,1212,606,0,2015,2 -17,213251,0.02,0.03,4251098599,3176,Yes,High School or below,Female,Yes,Single,78,\N,0,7,22,Non-technology Related Job,259,VT,297,181,No,No,0.88,803,803,0,2015,3 -48,74151,0,0,4251010221,3177,Yes,High School or below,Male,Yes,Single,16,\N,1,5,40,Non-technology Related Job,432,VA,494,196,No,No,0.33,3752,536,0,2015,1 -48,74151,0,0,4251010221,3177,Yes,High School or below,Male,Yes,Single,16,\N,1,5,40,Non-technology Related Job,432,VA,494,196,No,No,0.33,212,106,0,2015,2 -64,72180,0.02,0.01,4251032045,3178,Yes,Bachelor or equivalent,Female,Yes,Single,24,\N,0,2,81,Non-technology Related Job,292,IL,497,56,No,No,0.54,3873,645,0,2015,1 -64,72180,0.02,0.01,4251032045,3178,Yes,Bachelor or equivalent,Female,Yes,Single,24,\N,0,2,81,Non-technology Related Job,292,IL,497,56,No,No,0.54,1695,847,0,2015,2 -26,183081,0,0.02,4251081819,3179,Yes,Bachelor or equivalent,Male,No,Single,82,\N,1,0,99,Non-technology Related Job,464,IA,194,71,No,No,0,3376,844,0,2015,1 -26,183081,0,0.02,4251081819,3179,Yes,Bachelor or equivalent,Male,No,Single,82,\N,1,0,99,Non-technology Related Job,464,IA,194,71,No,No,0,607,303,0,2015,2 -42,181109,0.02,0.03,4251059019,3180,Yes,Master or equivalent,Male,Yes,Married,89,\N,0,5,40,Non-technology Related Job,325,NY,198,181,No,No,0.21,4336,867,0,2015,1 -42,181109,0.02,0.03,4251059019,3180,Yes,Master or equivalent,Male,Yes,Married,89,\N,0,5,40,Non-technology Related Job,325,NY,198,181,No,No,0.21,3203,640,0,2015,2 -72,42010,0,0,4251041248,3181,Yes,Master or equivalent,Female,Yes,Married,27,\N,1,3,58,Non-technology Related Job,497,ND,394,196,No,Yes,0.67,2983,994,0,2015,1 -72,42010,0,0,4251041248,3181,Yes,Master or equivalent,Female,Yes,Married,27,\N,1,3,58,Non-technology Related Job,497,ND,394,196,No,Yes,0.67,794,397,0,2015,2 -20,40039,0.02,0.01,4251042486,3182,Yes,High School or below,Female,Yes,Single,34,\N,3,1,99,Non-technology Related Job,357,AL,398,56,No,No,0.88,856,285,0,2015,1 -20,40039,0.02,0.01,4251042486,3182,Yes,High School or below,Female,Yes,Single,34,\N,3,1,99,Non-technology Related Job,357,AL,398,56,No,No,0.88,2278,569,0,2015,2 -51,150939,0.01,0.02,4251076054,3183,Yes,High School or below,Male,Yes,Married,92,\N,1,6,17,Others,30,AK,95,71,No,No,0.33,2594,518,0,2015,1 -51,150939,0.01,0.02,4251076054,3183,Yes,High School or below,Male,Yes,Married,92,\N,1,6,17,Others,30,AK,95,71,No,No,0.33,630,630,0,2015,2 -27,204911,0.05,0,4251082920,3184,Yes,High School or below,Male,Yes,Married,67,\N,3,7,7,Non-technology Related Job,386,NV,196,160,No,No,0.47,3515,703,1,2015,1 -27,204911,0.05,0,4251082920,3184,Yes,High School or below,Male,Yes,Married,67,\N,3,7,7,Non-technology Related Job,386,NV,196,160,No,No,0.47,4109,821,1,2015,2 -43,202940,0.07,0.02,4251052312,3185,Yes,High School or below,Female,Yes,Single,74,\N,2,4,47,Non-technology Related Job,246,VT,199,20,No,No,0.68,3741,1247,0,2015,1 -43,202940,0.07,0.02,4251052312,3185,Yes,High School or below,Female,Yes,Single,74,\N,2,4,47,Non-technology Related Job,246,VT,199,20,No,No,0.68,3454,863,0,2015,2 -43,202940,0.07,0.02,4251052312,3185,Yes,High School or below,Female,Yes,Single,74,\N,2,4,47,Non-technology Related Job,246,VT,199,20,No,No,0.68,1296,1296,0,2015,3 -73,63841,0.06,0.02,4251035773,3186,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,2,66,Non-technology Related Job,418,WA,396,35,No,No,0.14,2082,416,0,2015,1 -73,63841,0.06,0.02,4251035773,3186,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,2,66,Non-technology Related Job,418,WA,396,35,No,No,0.14,4264,710,0,2015,2 -21,61869,0,0,4251011670,3187,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,1,0,6,Non-technology Related Job,279,IN,399,145,No,No,0.35,4980,830,1,2015,1 -21,61869,0,0,4251011670,3187,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,1,0,6,Non-technology Related Job,279,IN,399,145,No,No,0.35,1834,611,1,2015,2 -51,172770,0.06,0,4251024050,3188,Yes,Bachelor or equivalent,Female,No,Single,78,\N,3,5,24,Non-technology Related Job,451,KS,96,160,No,No,0.8,5817,727,0,2015,2 -67,170799,0,0.01,4251018875,3189,Yes,PhD or equivalent,Female,Yes,Married,85,\N,1,3,65,Non-technology Related Job,311,NC,100,20,No,No,0.01,3001,750,0,2015,1 -67,170799,0,0.01,4251018875,3189,Yes,PhD or equivalent,Female,Yes,Married,85,\N,1,3,65,Non-technology Related Job,311,NC,100,20,No,No,0.01,3294,823,0,2015,2 -29,31699,0.06,0.02,4251020994,3190,Yes,High School or below,Male,Yes,Married,23,\N,2,0,83,Non-technology Related Job,484,ND,297,35,No,No,0.47,1946,648,0,2015,1 -29,31699,0.06,0.02,4251020994,3190,Yes,High School or below,Male,Yes,Married,23,\N,2,0,83,Non-technology Related Job,484,ND,297,35,No,No,0.47,6273,896,0,2015,2 -45,29728,0,0.03,4251096081,3191,Yes,High School or below,Female,Yes,Single,31,\N,1,6,24,Non-technology Related Job,344,AL,300,145,No,No,0.68,4359,544,0,2015,1 -45,29728,0,0.03,4251096081,3191,Yes,High School or below,Female,Yes,Single,31,\N,1,6,24,Non-technology Related Job,344,AL,300,145,No,No,0.68,2950,737,0,2015,2 -76,140629,0.06,0,4251010087,3192,Yes,High School or below,Male,Yes,Married,88,\N,2,3,42,Non-technology Related Job,16,AZ,497,160,No,No,0.14,2406,802,0,2015,1 -76,140629,0.06,0,4251010087,3192,Yes,High School or below,Male,Yes,Married,88,\N,2,3,42,Non-technology Related Job,16,AZ,497,160,No,No,0.14,6897,985,0,2015,2 -24,138658,0,0.01,4251089490,3193,No,High School or below,Male,Yes,Single,96,\N,1,1,83,Non-technology Related Job,376,MD,0,20,No,No,0.35,2605,651,0,2015,1 -24,138658,0,0.01,4251089490,3193,No,High School or below,Male,Yes,Single,96,\N,1,1,83,Non-technology Related Job,376,MD,0,20,No,No,0.35,4621,770,0,2015,2 -54,249558,0.07,0.02,4251033418,3194,Yes,High School or below,Female,Yes,Single,34,\N,2,6,1,Non-technology Related Job,49,MI,197,35,No,Yes,0.8,5788,964,0,2015,1 -54,249558,0.07,0.02,4251033418,3194,Yes,High School or below,Female,Yes,Single,34,\N,2,6,1,Non-technology Related Job,49,MI,197,35,No,Yes,0.8,4199,699,0,2015,2 -70,247587,0.01,0.03,4251027733,3195,Yes,Bachelor or equivalent,Female,Yes,Married,41,\N,0,4,42,Non-technology Related Job,409,RI,201,145,No,No,0.02,4625,1156,0,2015,1 -70,247587,0.01,0.03,4251027733,3195,Yes,Bachelor or equivalent,Female,Yes,Married,41,\N,0,4,42,Non-technology Related Job,409,RI,201,145,No,No,0.02,1749,437,0,2015,2 -32,108487,0.07,0,4251020217,3196,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,1,1,60,Non-technology Related Job,81,SC,398,160,No,No,0.47,2353,392,0,2015,1 -32,108487,0.07,0,4251020217,3196,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,1,1,60,Non-technology Related Job,81,SC,398,160,No,No,0.47,6096,870,0,2015,2 -48,106516,0.01,0.01,4251064991,3197,Yes,Master or equivalent,Female,No,Married,107,\N,0,7,1,Non-technology Related Job,441,CT,401,20,No,No,0.68,2522,840,0,2015,1 -48,106516,0.01,0.01,4251064991,3197,Yes,Master or equivalent,Female,No,Married,107,\N,0,7,1,Non-technology Related Job,441,CT,401,20,No,No,0.68,3720,620,0,2015,2 -48,106516,0.01,0.01,4251064991,3197,Yes,Master or equivalent,Female,No,Married,107,\N,0,7,1,Non-technology Related Job,441,CT,401,20,No,No,0.68,906,906,0,2015,3 -78,217417,0.07,0.02,4251013828,3198,Yes,PhD or equivalent,Male,Yes,Married,45,\N,1,5,19,Non-technology Related Job,114,FL,98,35,No,No,0.14,2114,528,0,2015,1 -78,217417,0.07,0.02,4251013828,3198,Yes,PhD or equivalent,Male,Yes,Married,45,\N,1,5,19,Non-technology Related Job,114,FL,98,35,No,No,0.14,3986,797,0,2015,2 -26,215446,0.01,0.03,4251090237,3199,Yes,High School or below,Male,Yes,Single,52,\N,0,2,60,Non-technology Related Job,474,MT,101,145,No,No,0.35,6031,670,0,2015,1 -26,215446,0.01,0.03,4251090237,3199,Yes,High School or below,Male,Yes,Single,52,\N,0,2,60,Non-technology Related Job,474,MT,101,145,No,No,0.35,3324,831,0,2015,2 -57,76346,0.07,0,4251018426,3200,Yes,High School or below,Female,Yes,Single,110,\N,1,0,78,Others,146,NV,298,160,Yes,No,0.81,1749,437,0,2015,1 -57,76346,0.07,0,4251018426,3200,Yes,High School or below,Female,Yes,Single,110,\N,1,0,78,Others,146,NV,298,160,Yes,No,0.81,1983,991,0,2015,2 -73,74375,0.01,0.01,4251031818,3201,Yes,High School or below,Female,Yes,Married,117,\N,3,5,18,Non-technology Related Job,6,VT,302,20,No,No,0.02,4592,656,0,2015,1 -73,74375,0.01,0.01,4251031818,3201,Yes,High School or below,Female,Yes,Married,117,\N,3,5,18,Non-technology Related Job,6,VT,302,20,No,No,0.02,7,7,0,2015,2 -35,185275,0,0.02,4251079044,3202,Yes,High School or below,Male,No,Single,55,\N,1,3,37,Others,179,WA,499,35,No,No,0.47,3673,612,0,2015,2 -51,183304,0.02,0.03,4251077354,3203,Yes,Bachelor or equivalent,Female,No,Married,63,\N,3,0,77,Non-technology Related Job,39,IL,2,145,No,Yes,0.68,6700,609,0,2015,1 -51,183304,0.02,0.03,4251077354,3203,Yes,Bachelor or equivalent,Female,No,Married,63,\N,3,0,77,Non-technology Related Job,39,IL,2,145,No,Yes,0.68,3238,647,0,2015,2 -13,44205,0,0,4251059354,3204,Yes,Bachelor or equivalent,Male,Yes,Married,1,\N,0,6,96,Others,211,IA,199,160,No,No,0.14,2366,788,0,2015,1 -13,44205,0,0,4251059354,3204,Yes,Bachelor or equivalent,Male,Yes,Married,1,\N,0,6,96,Others,211,IA,199,160,No,No,0.14,2412,482,0,2015,2 -29,42234,0.02,0.01,4251094353,3205,Yes,Master or equivalent,Male,Yes,Single,8,\N,3,3,36,Non-technology Related Job,72,NY,202,20,No,No,0.35,7414,926,0,2015,1 -29,42234,0.02,0.01,4251094353,3205,Yes,Master or equivalent,Male,Yes,Single,8,\N,3,3,36,Non-technology Related Job,72,NY,202,20,No,No,0.35,644,644,0,2015,2 -60,153134,0,0.02,4251012379,3206,Yes,Master or equivalent,Female,Yes,Single,66,\N,0,1,55,Others,244,ND,399,35,No,No,0.81,6673,834,0,2015,1 -60,153134,0,0.02,4251012379,3206,Yes,Master or equivalent,Female,Yes,Single,66,\N,0,1,55,Others,244,ND,399,35,No,No,0.81,1223,611,0,2015,2 -75,151163,0.02,0.03,4251039515,3207,Yes,High School or below,Female,Yes,Single,74,\N,3,6,95,Non-technology Related Job,104,AL,402,145,No,No,0.02,232,232,0,2015,1 -75,151163,0.02,0.03,4251039515,3207,Yes,High School or below,Female,Yes,Single,74,\N,3,6,95,Non-technology Related Job,104,AL,402,145,No,No,0.02,3521,880,0,2015,2 -38,12064,0,0,4251038917,3208,Yes,High School or below,Male,Yes,Single,12,\N,0,4,14,Others,277,AZ,99,160,No,No,0.47,3664,732,0,2015,1 -38,12064,0,0,4251038917,3208,Yes,High School or below,Male,Yes,Single,12,\N,0,4,14,Others,277,AZ,99,160,No,No,0.47,7472,934,0,2015,2 -54,10093,0.02,0.01,4251016216,3209,Yes,High School or below,Female,Yes,Married,19,\N,2,1,54,Non-technology Related Job,137,ME,103,20,No,No,0.69,2871,410,0,2015,1 -54,10093,0.02,0.01,4251016216,3209,Yes,High School or below,Female,Yes,Married,19,\N,2,1,54,Non-technology Related Job,137,ME,103,20,No,No,0.69,3003,600,0,2015,2 -56,65050,0.06,0.01,4251072641,3210,Yes,High School or below,Male,Yes,Single,110,\N,0,3,24,Non-technology Related Job,313,ID,202,55,No,No,0.22,2642,660,0,2015,1 -56,65050,0.06,0.01,4251072641,3210,Yes,High School or below,Male,Yes,Single,110,\N,0,3,24,Non-technology Related Job,313,ID,202,55,No,No,0.22,2094,1047,0,2015,2 -18,175950,0.04,0.01,4251029032,3211,Yes,High School or below,Female,Yes,Single,48,\N,1,1,42,Others,485,IN,399,70,No,No,0.67,3186,637,0,2015,1 -18,175950,0.04,0.01,4251029032,3211,Yes,High School or below,Female,Yes,Single,48,\N,1,1,42,Others,485,IN,399,70,No,No,0.67,1238,1238,0,2015,2 -34,173979,0.06,0.03,4251037953,3212,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,3,7,82,Non-technology Related Job,345,NM,402,180,No,Yes,0.88,3522,880,0,2015,1 -34,173979,0.06,0.03,4251037953,3212,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,3,7,82,Non-technology Related Job,345,NM,402,180,No,Yes,0.88,3822,764,0,2015,2 -65,34880,0.04,0.03,4251024539,3213,Yes,Bachelor or equivalent,Female,Yes,Married,113,\N,1,4,1,Others,18,NC,99,195,No,No,0.34,6153,769,0,2015,1 -65,34880,0.04,0.03,4251024539,3213,Yes,Bachelor or equivalent,Female,Yes,Married,113,\N,1,4,1,Others,18,NC,99,195,No,No,0.34,3673,734,0,2015,2 -12,32909,0.07,0.01,4251083180,3214,Yes,Master or equivalent,Female,Yes,Married,1,\N,3,2,41,Non-technology Related Job,378,WI,103,55,No,No,0.55,3211,802,0,2015,1 -12,32909,0.07,0.01,4251083180,3214,Yes,Master or equivalent,Female,Yes,Married,1,\N,3,2,41,Non-technology Related Job,378,WI,103,55,No,No,0.55,942,471,0,2015,2 -43,143809,0.05,0.01,4251062608,3215,Yes,Master or equivalent,Male,Yes,Married,59,\N,0,7,60,Others,50,AL,300,70,No,No,0.01,2103,1051,0,2015,1 -43,143809,0.05,0.01,4251062608,3215,Yes,Master or equivalent,Male,Yes,Married,59,\N,0,7,60,Others,50,AL,300,70,No,No,0.01,7049,640,0,2015,2 -59,141838,0.07,0.03,4251082403,3216,Yes,High School or below,Male,No,Single,66,\N,3,5,0,Non-technology Related Job,411,LA,303,180,No,No,0.22,10411,946,0,2015,1 -59,141838,0.07,0.03,4251082403,3216,Yes,High School or below,Male,No,Single,66,\N,3,5,0,Non-technology Related Job,411,LA,303,180,No,No,0.22,2031,677,0,2015,2 -59,141838,0.07,0.03,4251082403,3216,Yes,High School or below,Male,No,Single,66,\N,3,5,0,Non-technology Related Job,411,LA,303,180,No,No,0.22,592,592,0,2015,3 -21,2738,0.05,0.03,4251051844,3217,Yes,High School or below,Female,Yes,Single,4,\N,0,2,19,Others,83,MD,0,195,No,No,0.67,2619,523,0,2015,1 -21,2738,0.05,0.03,4251051844,3217,Yes,High School or below,Female,Yes,Single,4,\N,0,2,19,Others,83,MD,0,195,No,No,0.67,2806,561,0,2015,2 -21,2738,0.05,0.03,4251051844,3217,Yes,High School or below,Female,Yes,Single,4,\N,0,2,19,Others,83,MD,0,195,No,No,0.67,1309,1309,0,2015,3 -37,767,0.07,0.01,4251024856,3218,Yes,High School or below,Male,Yes,Married,11,\N,2,0,59,Non-technology Related Job,443,OR,3,55,No,No,0.88,6073,867,0,2015,1 -37,767,0.07,0.01,4251024856,3218,Yes,High School or below,Male,Yes,Married,11,\N,2,0,59,Non-technology Related Job,443,OR,3,55,No,No,0.88,2881,720,0,2015,2 -67,111668,0.05,0.01,4251059689,3219,Yes,High School or below,Female,Yes,Single,69,\N,0,5,78,Others,116,RI,200,70,No,No,0.34,6724,840,0,2015,1 -67,111668,0.05,0.01,4251059689,3219,Yes,High School or below,Female,Yes,Single,69,\N,0,5,78,Others,116,RI,200,70,No,No,0.34,4572,571,0,2015,2 -15,109697,0.07,0.03,4251040064,3220,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,2,3,18,Non-technology Related Job,476,CA,204,180,No,No,0.55,2365,591,0,2015,1 -15,109697,0.07,0.03,4251040064,3220,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,2,3,18,Non-technology Related Job,476,CA,204,180,No,No,0.55,2851,407,0,2015,2 -46,220597,0.05,0.03,4251093086,3221,Yes,Bachelor or equivalent,Male,No,Married,15,\N,3,0,37,Others,148,CT,401,195,No,No,0.01,2528,505,0,2015,1 -46,220597,0.05,0.03,4251093086,3221,Yes,Bachelor or equivalent,Male,No,Married,15,\N,3,0,37,Others,148,CT,401,195,No,No,0.01,3215,643,0,2015,2 -61,218626,0,0.01,4251051342,3222,Yes,Master or equivalent,Female,No,Single,22,\N,2,6,77,Non-technology Related Job,8,MS,404,55,No,No,0.22,2630,526,0,2015,1 -61,218626,0,0.01,4251051342,3222,Yes,Master or equivalent,Female,No,Single,22,\N,2,6,77,Non-technology Related Job,8,MS,404,55,No,No,0.22,6200,885,0,2015,2 -24,79527,0.06,0.01,4251069560,3223,Yes,Master or equivalent,Female,Yes,Single,80,\N,3,4,96,Others,181,MT,101,70,No,No,0.67,3443,688,0,2015,1 -24,79527,0.06,0.01,4251069560,3223,Yes,Master or equivalent,Female,Yes,Single,80,\N,3,4,96,Others,181,MT,101,70,No,No,0.67,2300,1150,0,2015,2 -24,79527,0.06,0.01,4251069560,3223,Yes,Master or equivalent,Female,Yes,Single,80,\N,3,4,96,Others,181,MT,101,70,No,No,0.67,261,261,0,2015,3 -40,77556,0,0.03,4251056664,3224,Yes,High School or below,Male,Yes,Single,88,\N,2,1,36,Non-technology Related Job,41,TX,104,180,No,No,0.89,3815,763,0,2015,1 -40,77556,0,0.03,4251056664,3224,Yes,High School or below,Male,Yes,Single,88,\N,2,1,36,Non-technology Related Job,41,TX,104,180,No,No,0.89,2184,728,0,2015,2 -70,188456,0.06,0.03,4251018641,3225,Yes,High School or below,Female,Yes,Single,25,\N,3,7,55,Others,213,VT,301,195,No,Yes,0.34,4746,791,0,2015,1 -70,188456,0.06,0.03,4251018641,3225,Yes,High School or below,Female,Yes,Single,25,\N,3,7,55,Others,213,VT,301,195,No,Yes,0.34,1688,844,0,2015,2 -18,186485,0,0.01,4251027782,3226,Yes,High School or below,Female,Yes,Married,33,\N,1,4,95,Non-technology Related Job,73,HI,305,55,No,No,0.55,5769,721,0,2015,1 -18,186485,0,0.01,4251027782,3226,Yes,High School or below,Female,Yes,Married,33,\N,1,4,95,Non-technology Related Job,73,HI,305,55,No,No,0.55,2198,439,0,2015,2 -48,47385,0.06,0.01,4251030802,3227,Yes,High School or below,Male,No,Married,91,\N,3,2,13,Others,246,IL,1,70,No,No,0.01,1419,473,0,2015,1 -48,47385,0.06,0.01,4251030802,3227,Yes,High School or below,Male,No,Married,91,\N,3,2,13,Others,246,IL,1,70,No,No,0.01,3270,1090,0,2015,2 -64,45414,0,0.03,4251068782,3228,Yes,Bachelor or equivalent,Female,Yes,Single,98,\N,1,7,54,Non-technology Related Job,106,NJ,5,180,No,No,0.22,5895,982,0,2015,1 -64,45414,0,0.03,4251068782,3228,Yes,Bachelor or equivalent,Female,Yes,Single,98,\N,1,7,54,Non-technology Related Job,106,NJ,5,180,No,No,0.22,3597,513,0,2015,2 -27,156315,0.07,0.03,4251069182,3229,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,2,5,72,Others,278,NY,202,195,No,No,0.68,7582,842,0,2015,1 -27,156315,0.07,0.03,4251069182,3229,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,2,5,72,Others,278,NY,202,195,No,No,0.68,3477,579,0,2015,2 -42,154344,0.01,0.01,4251055004,3230,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,1,2,13,Non-technology Related Job,138,WI,205,55,No,No,0.89,1159,386,0,2015,1 -42,154344,0.01,0.01,4251055004,3230,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,1,2,13,Non-technology Related Job,138,WI,205,55,No,No,0.89,6979,997,0,2015,2 -42,154344,0.01,0.01,4251055004,3230,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,1,2,13,Non-technology Related Job,138,WI,205,55,No,No,0.89,1084,1084,0,2015,3 -73,15244,0.07,0.01,4251015739,3231,Yes,Master or equivalent,Female,Yes,Single,102,\N,2,0,31,Others,311,AL,402,70,No,No,0.34,4377,729,0,2015,1 -73,15244,0.07,0.01,4251015739,3231,Yes,Master or equivalent,Female,Yes,Single,102,\N,2,0,31,Others,311,AL,402,70,No,No,0.34,2724,908,0,2015,2 -73,15244,0.07,0.01,4251015739,3231,Yes,Master or equivalent,Female,Yes,Single,102,\N,2,0,31,Others,311,AL,402,70,No,No,0.34,1125,1125,0,2015,3 -21,13273,0.01,0.03,4251031695,3232,Yes,High School or below,Female,Yes,Married,109,\N,1,5,72,Non-technology Related Job,171,KY,405,180,No,No,0.55,4610,768,0,2015,1 -21,13273,0.01,0.03,4251031695,3232,Yes,High School or below,Female,Yes,Married,109,\N,1,5,72,Non-technology Related Job,171,KY,405,180,No,No,0.55,3726,931,0,2015,2 -51,124173,0.07,0.03,4251018809,3233,Yes,High School or below,Male,Yes,Married,47,\N,2,3,90,Others,343,ME,102,195,No,No,0.01,8920,991,0,2015,1 -51,124173,0.07,0.03,4251018809,3233,Yes,High School or below,Male,Yes,Married,47,\N,2,3,90,Others,343,ME,102,195,No,No,0.01,3594,898,0,2015,2 -67,122202,0.01,0.01,4251015983,3234,Yes,High School or below,Female,Yes,Married,54,\N,0,0,31,Non-technology Related Job,204,OK,106,55,No,Yes,0.22,1957,652,0,2015,1 -67,122202,0.01,0.01,4251015983,3234,Yes,High School or below,Female,Yes,Married,54,\N,0,0,31,Non-technology Related Job,204,OK,106,55,No,Yes,0.22,5439,906,0,2015,2 -29,233103,0.07,0.01,4251013398,3235,Yes,High School or below,Male,No,Married,112,\N,1,6,49,Others,376,PA,303,70,No,No,0.68,2272,568,1,2015,1 -29,233103,0.07,0.01,4251013398,3235,Yes,High School or below,Male,No,Married,112,\N,1,6,49,Others,376,PA,303,70,No,No,0.68,3496,874,1,2015,2 -45,231132,0.01,0.03,4251061858,3236,Yes,High School or below,Male,No,Single,0,\N,0,3,90,Non-technology Related Job,236,CA,306,180,No,No,0.89,1983,396,0,2015,1 -45,231132,0.01,0.03,4251061858,3236,Yes,High School or below,Male,No,Single,0,\N,0,3,90,Non-technology Related Job,236,CA,306,180,No,No,0.89,3034,758,0,2015,2 -76,92032,0,0.03,4251023184,3237,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,1,1,8,Others,409,CT,3,195,Yes,No,0.34,5078,634,0,2015,1 -76,92032,0,0.03,4251023184,3237,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,1,1,8,Others,409,CT,3,195,Yes,No,0.34,4855,693,0,2015,2 -24,90061,0.02,0.01,4251029124,3238,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,0,6,49,Non-technology Related Job,269,MN,6,55,No,No,0.56,2771,692,0,2015,1 -24,90061,0.02,0.01,4251029124,3238,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,0,6,49,Non-technology Related Job,269,MN,6,55,No,No,0.56,6772,677,0,2015,2 -54,200962,0,0.01,4251047317,3239,No,Bachelor or equivalent,Male,Yes,Single,3,\N,1,4,67,Others,441,MO,203,70,No,No,0.01,3400,566,0,2015,1 -54,200962,0,0.01,4251047317,3239,No,Bachelor or equivalent,Male,Yes,Single,3,\N,1,4,67,Others,441,MO,203,70,No,No,0.01,5207,743,0,2015,2 -70,198990,0.02,0.03,4251021525,3240,Yes,PhD or equivalent,Female,Yes,Married,11,\N,3,2,8,Non-technology Related Job,301,TN,207,180,No,No,0.22,5970,852,0,2015,1 -70,198990,0.02,0.03,4251021525,3240,Yes,PhD or equivalent,Female,Yes,Married,11,\N,3,2,8,Non-technology Related Job,301,TN,207,180,No,No,0.22,2816,469,0,2015,2 -32,59891,0,0.03,4251079171,3241,Yes,High School or below,Male,No,Married,69,\N,1,7,26,Others,474,UT,404,195,No,No,0.68,5412,902,0,2015,1 -32,59891,0,0.03,4251079171,3241,Yes,High School or below,Male,No,Married,69,\N,1,7,26,Others,474,UT,404,195,No,No,0.68,4746,791,0,2015,2 -48,57920,0.02,0.01,4251073787,3242,Yes,High School or below,Male,Yes,Single,76,\N,3,5,66,Non-technology Related Job,334,HI,407,55,No,No,0.89,3097,1032,0,2015,1 -48,57920,0.02,0.01,4251073787,3242,Yes,High School or below,Male,Yes,Single,76,\N,3,5,66,Non-technology Related Job,334,HI,407,55,No,No,0.89,809,809,0,2015,2 -78,168820,0,0.01,4251027121,3243,Yes,High School or below,Female,Yes,Single,14,\N,0,2,85,Others,6,IL,104,70,No,No,0.35,5289,881,0,2015,1 -78,168820,0,0.01,4251027121,3243,Yes,High School or below,Female,Yes,Single,14,\N,0,2,85,Others,6,IL,104,70,No,No,0.35,1581,790,0,2015,2 -26,166849,0.02,0.03,4251013505,3244,Yes,High School or below,Female,Yes,Single,21,\N,3,0,25,Non-technology Related Job,366,NH,107,180,No,No,0.56,6725,840,0,2015,1 -26,166849,0.02,0.03,4251013505,3244,Yes,High School or below,Female,Yes,Single,21,\N,3,0,25,Non-technology Related Job,366,NH,107,180,No,No,0.56,4431,1107,0,2015,2 -57,27750,0.01,0.03,4251062578,3245,Yes,High School or below,Male,Yes,Single,79,\N,0,5,44,Others,39,NM,304,195,No,No,0.01,1751,583,0,2015,1 -57,27750,0.01,0.03,4251062578,3245,Yes,High School or below,Male,Yes,Single,79,\N,0,5,44,Others,39,NM,304,195,No,No,0.01,5020,1004,0,2015,2 -73,25779,0.03,0.01,4251044659,3246,Yes,Bachelor or equivalent,Female,Yes,Married,87,\N,3,3,84,Others,399,WV,308,55,No,No,0.22,4952,619,0,2015,1 -73,25779,0.03,0.01,4251044659,3246,Yes,Bachelor or equivalent,Female,Yes,Married,87,\N,3,3,84,Others,399,WV,308,55,No,No,0.22,2073,691,0,2015,2 -35,136679,0.01,0.01,4251017477,3247,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,0,0,3,Others,71,WY,5,70,No,Yes,0.68,4761,952,0,2015,1 -35,136679,0.01,0.01,4251017477,3247,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,0,0,3,Others,71,WY,5,70,No,Yes,0.68,1931,241,0,2015,2 -51,134708,0.03,0.03,4251050210,3248,Yes,Master or equivalent,Male,Yes,Single,32,\N,2,6,43,Others,431,KY,8,180,No,No,0.89,2368,592,0,2015,1 -51,134708,0.03,0.03,4251050210,3248,Yes,Master or equivalent,Male,Yes,Single,32,\N,2,6,43,Others,431,KY,8,180,No,No,0.89,4264,710,0,2015,2 -13,245608,0.01,0.03,4251087762,3249,Yes,PhD or equivalent,Female,Yes,Married,90,\N,0,3,62,Others,104,ME,205,195,No,No,0.35,1796,299,0,2015,1 -13,245608,0.01,0.03,4251087762,3249,Yes,PhD or equivalent,Female,Yes,Married,90,\N,0,3,62,Others,104,ME,205,195,No,No,0.35,3308,1102,0,2015,2 -29,243637,0.03,0.01,4251100025,3250,Yes,High School or below,Female,No,Single,98,\N,2,1,2,Others,464,OK,208,55,No,No,0.56,5120,731,0,2015,1 -29,243637,0.03,0.01,4251100025,3250,Yes,High School or below,Female,No,Single,98,\N,2,1,2,Others,464,OK,208,55,No,No,0.56,5123,731,0,2015,2 -60,104538,0.01,0.01,4251074612,3251,Yes,High School or below,Male,Yes,Single,35,\N,3,7,21,Others,136,OR,405,70,No,No,0.01,5796,828,0,2015,1 -60,104538,0.01,0.01,4251074612,3251,Yes,High School or below,Male,Yes,Single,35,\N,3,7,21,Others,136,OR,405,70,No,No,0.01,3944,563,0,2015,2 -75,102567,0.03,0.03,4251047212,3252,Yes,High School or below,Female,Yes,Married,43,\N,2,4,61,Others,497,AR,409,180,No,No,0.23,1629,325,0,2015,1 -75,102567,0.03,0.03,4251047212,3252,Yes,High School or below,Female,Yes,Married,43,\N,2,4,61,Others,497,AR,409,180,No,No,0.23,2825,941,0,2015,2 -38,213467,0.02,0.03,4251090512,3253,Yes,High School or below,Male,Yes,Married,101,\N,3,2,80,Others,169,CO,105,195,No,No,0.68,5291,755,0,2015,1 -38,213467,0.02,0.03,4251090512,3253,Yes,High School or below,Male,Yes,Married,101,\N,3,2,80,Others,169,CO,105,195,No,No,0.68,2889,577,0,2015,2 -54,211496,0.04,0.01,4251067437,3254,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,2,7,20,Others,29,MN,109,55,No,No,0.89,1764,441,0,2015,1 -54,211496,0.04,0.01,4251067437,3254,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,2,7,20,Others,29,MN,109,55,No,No,0.89,1968,656,0,2015,2 -16,72396,0.02,0.01,4251082026,3255,Yes,Bachelor or equivalent,Female,No,Married,46,\N,3,5,39,Others,202,MO,306,70,No,No,0.35,3811,635,0,2015,1 -16,72396,0.02,0.01,4251082026,3255,Yes,Bachelor or equivalent,Female,No,Married,46,\N,3,5,39,Others,202,MO,306,70,No,No,0.35,2514,628,0,2015,2 -32,70425,0.04,0.03,4251080098,3256,Yes,Master or equivalent,Male,Yes,Single,54,\N,1,2,79,Others,62,TN,309,180,No,Yes,0.56,3610,601,0,2015,1 -32,70425,0.04,0.03,4251080098,3256,Yes,Master or equivalent,Male,Yes,Single,54,\N,1,2,79,Others,62,TN,309,180,No,Yes,0.56,3598,899,0,2015,2 -62,181326,0.02,0.03,4251027653,3257,Yes,Master or equivalent,Female,Yes,Single,112,\N,2,0,97,Others,234,TX,6,195,No,No,0.02,4956,708,0,2015,1 -62,181326,0.02,0.03,4251027653,3257,Yes,Master or equivalent,Female,Yes,Single,112,\N,2,0,97,Others,234,TX,6,195,No,No,0.02,2854,713,0,2015,2 -78,179355,0.04,0.01,4251092366,3258,Yes,High School or below,Female,Yes,Married,119,\N,1,5,38,Others,94,GA,9,55,No,No,0.23,4565,760,0,2015,1 -78,179355,0.04,0.01,4251092366,3258,Yes,High School or below,Female,Yes,Married,119,\N,1,5,38,Others,94,GA,9,55,No,No,0.23,1879,626,0,2015,2 -41,40255,0.02,0.01,4251051399,3259,Yes,High School or below,Male,Yes,Single,57,\N,2,3,56,Others,267,ID,206,70,No,No,0.68,1758,586,0,2015,1 -41,40255,0.02,0.01,4251051399,3259,Yes,High School or below,Male,Yes,Single,57,\N,2,3,56,Others,267,ID,206,70,No,No,0.68,4731,473,0,2015,2 -41,40255,0.02,0.01,4251051399,3259,Yes,High School or below,Male,Yes,Single,57,\N,2,3,56,Others,267,ID,206,70,No,No,0.68,146,146,0,2015,3 -56,38284,0.04,0.03,4251030780,3260,Yes,High School or below,Male,Yes,Married,65,\N,1,0,97,Others,127,NH,210,180,No,No,0.89,105,52,0,2015,1 -56,38284,0.04,0.03,4251030780,3260,Yes,High School or below,Male,Yes,Married,65,\N,1,0,97,Others,127,NH,210,180,No,No,0.89,1379,1379,0,2015,2 -19,149185,0.03,0.03,4251033368,3261,Yes,High School or below,Female,Yes,Married,2,\N,2,6,15,Others,299,NM,407,195,No,No,0.35,3469,867,0,2015,1 -19,149185,0.03,0.03,4251033368,3261,Yes,High School or below,Female,Yes,Married,2,\N,2,6,15,Others,299,NM,407,195,No,No,0.35,2977,744,0,2015,2 -35,147214,0.05,0.01,4251076518,3262,Yes,Bachelor or equivalent,Male,Yes,Single,10,\N,0,3,56,Others,159,WV,410,55,Yes,No,0.56,2821,705,1,2015,1 -35,147214,0.05,0.01,4251076518,3262,Yes,Bachelor or equivalent,Male,Yes,Single,10,\N,0,3,56,Others,159,WV,410,55,Yes,No,0.56,3637,909,1,2015,2 -65,8114,0.03,0.01,4251091425,3263,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,2,1,74,Others,332,WI,107,70,No,No,0.02,9517,679,0,2015,1 -65,8114,0.03,0.01,4251091425,3263,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,2,1,74,Others,332,WI,107,70,No,No,0.02,5238,748,0,2015,2 -13,6143,0.05,0.03,4251040373,3264,Yes,Master or equivalent,Female,No,Single,75,\N,0,6,15,Others,192,KS,110,180,No,No,0.23,2871,574,0,2015,1 -13,6143,0.05,0.03,4251040373,3264,Yes,Master or equivalent,Female,No,Single,75,\N,0,6,15,Others,192,KS,110,180,No,No,0.23,1289,644,0,2015,2 -43,117043,0.03,0.03,4251058017,3265,Yes,Master or equivalent,Male,Yes,Single,13,\N,1,4,33,Others,364,LA,307,195,No,No,0.68,2246,748,0,2015,1 -43,117043,0.03,0.03,4251058017,3265,Yes,Master or equivalent,Male,Yes,Single,13,\N,1,4,33,Others,364,LA,307,195,No,No,0.68,3741,935,0,2015,2 -59,115072,0.05,0.01,4251093531,3266,Yes,High School or below,Male,Yes,Married,21,\N,0,1,74,Others,224,OH,311,55,No,No,0.89,2512,628,0,2015,1 -59,115072,0.05,0.01,4251093531,3266,Yes,High School or below,Male,Yes,Married,21,\N,0,1,74,Others,224,OH,311,55,No,No,0.89,1589,794,0,2015,2 -59,115072,0.05,0.01,4251093531,3266,Yes,High School or below,Male,Yes,Married,21,\N,0,1,74,Others,224,OH,311,55,No,No,0.89,444,444,0,2015,3 -22,225973,0.03,0.01,4251098228,3267,Yes,High School or below,Female,Yes,Married,79,\N,1,7,92,Others,397,OR,8,70,No,No,0.35,1387,462,0,2015,1 -22,225973,0.03,0.01,4251098228,3267,Yes,High School or below,Female,Yes,Married,79,\N,1,7,92,Others,397,OR,8,70,No,No,0.35,6064,866,0,2015,2 -38,224002,0.05,0.03,4251055886,3268,Yes,High School or below,Male,Yes,Single,86,\N,0,5,33,Others,257,AR,11,180,No,No,0.56,2378,792,1,2015,1 -38,224002,0.05,0.03,4251055886,3268,Yes,High School or below,Male,Yes,Single,86,\N,0,5,33,Others,257,AR,11,180,No,No,0.56,1138,569,1,2015,2 -68,84902,0.04,0.03,4251012588,3269,Yes,High School or below,Female,No,Single,24,\N,1,2,51,Others,429,CA,208,195,No,Yes,0.02,3243,648,0,2015,1 -68,84902,0.04,0.03,4251012588,3269,Yes,High School or below,Female,No,Single,24,\N,1,2,51,Others,429,CA,208,195,No,Yes,0.02,7079,884,0,2015,2 -16,82931,0.06,0.01,4251022454,3270,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,3,0,91,Others,290,MI,211,55,No,No,0.23,2947,736,0,2015,1 -16,82931,0.06,0.01,4251022454,3270,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,3,0,91,Others,290,MI,211,55,No,No,0.23,4345,869,0,2015,2 -16,82931,0.06,0.01,4251022454,3270,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,3,0,91,Others,290,MI,211,55,No,No,0.23,407,407,0,2015,3 -46,193831,0.04,0.01,4251010730,3271,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,1,5,10,Others,462,MS,408,70,No,No,0.69,4639,773,0,2015,1 -46,193831,0.04,0.01,4251010730,3271,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,1,5,10,Others,462,MS,408,70,No,No,0.69,2858,571,0,2015,2 -62,191860,0.06,0.03,4251066697,3272,Yes,Bachelor or equivalent,Male,Yes,Married,97,\N,3,3,50,Others,322,SD,412,180,No,No,0.9,5532,691,0,2015,1 -62,191860,0.06,0.03,4251066697,3272,Yes,Bachelor or equivalent,Male,Yes,Married,97,\N,3,3,50,Others,322,SD,412,180,No,No,0.9,2751,1375,0,2015,2 -24,52761,0.04,0.03,4251018339,3273,Yes,Master or equivalent,Female,Yes,Married,35,\N,0,0,69,Others,495,TX,109,195,No,No,0.35,5252,875,0,2015,1 -24,52761,0.04,0.03,4251018339,3273,Yes,Master or equivalent,Female,Yes,Married,35,\N,0,0,69,Others,495,TX,109,195,No,No,0.35,2642,660,0,2015,2 -24,52761,0.04,0.03,4251018339,3273,Yes,Master or equivalent,Female,Yes,Married,35,\N,0,0,69,Others,495,TX,109,195,No,No,0.35,180,180,0,2015,3 -40,50790,0.06,0,4251075279,3274,Yes,High School or below,Male,Yes,Single,42,\N,3,6,9,Others,355,GA,112,55,No,No,0.56,2850,570,0,2015,1 -40,50790,0.06,0,4251075279,3274,Yes,High School or below,Male,Yes,Single,42,\N,3,6,9,Others,355,GA,112,55,No,No,0.56,5871,838,0,2015,2 -71,161690,0.04,0.01,4251054367,3275,Yes,High School or below,Female,Yes,Married,100,\N,0,3,28,Others,27,HI,309,70,No,No,0.02,3566,509,0,2015,1 -71,161690,0.04,0.01,4251054367,3275,Yes,High School or below,Female,Yes,Married,100,\N,0,3,28,Others,27,HI,309,70,No,No,0.02,1149,383,0,2015,2 -19,159719,0.06,0.02,4251070832,3276,Yes,High School or below,Female,Yes,Single,108,\N,2,1,68,Others,387,NV,312,180,No,No,0.23,1944,486,1,2015,1 -19,159719,0.06,0.02,4251070832,3276,Yes,High School or below,Female,Yes,Single,108,\N,2,1,68,Others,387,NV,312,180,No,No,0.23,7722,772,1,2015,2 -49,20620,0.05,0.03,4251067363,3277,Yes,High School or below,Male,Yes,Single,46,\N,0,6,87,Others,60,NJ,9,195,No,No,0.69,3887,777,0,2015,1 -49,20620,0.05,0.03,4251067363,3277,Yes,High School or below,Male,Yes,Single,46,\N,0,6,87,Others,60,NJ,9,195,No,No,0.69,918,459,0,2015,2 -65,18648,0.07,0,4251099239,3278,Yes,High School or below,Male,No,Married,53,\N,2,4,27,Others,420,WA,12,55,No,Yes,0.9,2956,492,0,2015,1 -65,18648,0.07,0,4251099239,3278,Yes,High School or below,Male,No,Married,53,\N,2,4,27,Others,420,WA,12,55,No,Yes,0.9,2874,718,0,2015,2 -27,129549,0.05,0.01,4251075629,3279,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,3,2,46,Others,92,WI,209,70,Yes,No,0.35,535,535,0,2015,1 -27,129549,0.05,0.01,4251075629,3279,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,3,2,46,Others,92,WI,209,70,Yes,No,0.35,2692,538,0,2015,2 -43,127578,0.07,0.02,4251017631,3280,Yes,Bachelor or equivalent,Male,Yes,Married,118,\N,2,7,86,Others,452,KS,213,179,No,No,0.56,4199,839,0,2015,1 -43,127578,0.07,0.02,4251017631,3280,Yes,Bachelor or equivalent,Male,Yes,Married,118,\N,2,7,86,Others,452,KS,213,179,No,No,0.56,1472,490,0,2015,2 -74,238478,0.05,0.03,4251069249,3281,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,3,5,5,Others,125,KY,410,194,No,No,0.02,464,464,1,2015,1 -74,238478,0.05,0.03,4251069249,3281,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,3,5,5,Others,125,KY,410,194,No,No,0.02,3937,984,1,2015,2 -21,236507,0.07,0,4251044742,3282,Yes,Master or equivalent,Female,Yes,Single,64,\N,2,2,45,Others,485,ND,413,54,No,No,0.23,1811,905,0,2015,1 -21,236507,0.07,0,4251044742,3282,Yes,Master or equivalent,Female,Yes,Single,64,\N,2,2,45,Others,485,ND,413,54,No,No,0.23,5634,804,0,2015,2 -52,97408,0.05,0.01,4251070618,3283,Yes,High School or below,Male,No,Single,2,\N,3,0,64,Others,157,OK,110,69,No,No,0.69,2842,568,0,2015,1 -52,97408,0.05,0.01,4251070618,3283,Yes,High School or below,Male,No,Single,2,\N,3,0,64,Others,157,OK,110,69,No,No,0.69,8249,824,0,2015,2 -68,95437,0.07,0.02,4251073161,3284,Yes,High School or below,Female,No,Married,9,\N,1,5,4,Others,17,AZ,113,179,No,No,0.9,3956,565,0,2015,1 -68,95437,0.07,0.02,4251073161,3284,Yes,High School or below,Female,No,Married,9,\N,1,5,4,Others,17,AZ,113,179,No,No,0.9,3162,790,0,2015,2 -30,206337,0.06,0.03,4251041953,3285,No,High School or below,Female,Yes,Single,67,\N,3,3,22,Others,190,CA,310,194,No,No,0.35,2370,790,0,2015,1 -30,206337,0.06,0.03,4251041953,3285,No,High School or below,Female,Yes,Single,67,\N,3,3,22,Others,190,CA,310,194,No,No,0.35,5493,686,0,2015,2 -46,204366,0,0,4251037774,3286,Yes,High School or below,Male,Yes,Married,75,\N,1,0,63,Others,50,MI,314,54,No,No,0.57,5966,662,0,2015,1 -46,204366,0,0,4251037774,3286,Yes,High School or below,Male,Yes,Married,75,\N,1,0,63,Others,50,MI,314,54,No,No,0.57,6376,708,0,2015,2 -46,204366,0,0,4251037774,3286,Yes,High School or below,Male,Yes,Married,75,\N,1,0,63,Others,50,MI,314,54,No,No,0.57,343,343,0,2015,3 -76,65266,0.06,0.01,4251027274,3287,Yes,High School or below,Female,Yes,Married,12,\N,2,6,81,Others,222,MN,11,69,No,No,0.02,5452,908,0,2015,1 -76,65266,0.06,0.01,4251027274,3287,Yes,High School or below,Female,Yes,Married,12,\N,2,6,81,Others,222,MN,11,69,No,No,0.02,2874,574,0,2015,2 -24,63295,0,0.02,4251094511,3288,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,1,3,22,Others,83,SC,14,179,No,No,0.23,6206,620,1,2015,1 -24,63295,0,0.02,4251094511,3288,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,1,3,22,Others,83,SC,14,179,No,No,0.23,4300,716,1,2015,2 -24,63295,0,0.02,4251094511,3288,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,1,3,22,Others,83,SC,14,179,No,No,0.23,177,177,1,2015,3 -55,174196,0.06,0.03,4251071653,3289,Yes,Bachelor or equivalent,Male,Yes,Single,78,\N,2,1,40,Others,255,TN,211,194,No,No,0.69,1573,524,0,2015,1 -55,174196,0.06,0.03,4251071653,3289,Yes,Bachelor or equivalent,Male,Yes,Single,78,\N,2,1,40,Others,255,TN,211,194,No,No,0.69,874,291,0,2015,2 -70,172225,0,0,4251026733,3290,Yes,Master or equivalent,Female,Yes,Single,85,\N,1,6,81,Others,115,FL,214,54,No,No,0.9,8496,1062,0,2015,1 -70,172225,0,0,4251026733,3290,Yes,Master or equivalent,Female,Yes,Single,85,\N,1,6,81,Others,115,FL,214,54,No,No,0.9,1572,524,0,2015,2 -33,33125,0.06,0.01,4251090577,3291,Yes,PhD or equivalent,Male,Yes,Single,23,\N,2,4,99,Others,288,HI,411,69,No,Yes,0.36,3619,723,0,2015,1 -33,33125,0.06,0.01,4251090577,3291,Yes,PhD or equivalent,Male,Yes,Single,23,\N,2,4,99,Others,288,HI,411,69,No,Yes,0.36,3081,1027,0,2015,2 -49,31154,0,0.02,4251089162,3292,Yes,High School or below,Male,No,Married,31,\N,0,1,40,Others,148,NV,415,179,No,No,0.57,3060,765,0,2015,1 -49,31154,0,0.02,4251089162,3292,Yes,High School or below,Male,No,Married,31,\N,0,1,40,Others,148,NV,415,179,No,No,0.57,2330,466,0,2015,2 -79,142054,0.07,0.03,4251028487,3293,Yes,High School or below,Female,Yes,Married,89,\N,2,7,58,Others,320,NJ,112,194,No,No,0.02,3803,633,0,2015,1 -79,142054,0.07,0.03,4251028487,3293,Yes,High School or below,Female,Yes,Married,89,\N,2,7,58,Others,320,NJ,112,194,No,No,0.02,7283,809,0,2015,2 -79,142054,0.07,0.03,4251028487,3293,Yes,High School or below,Female,Yes,Married,89,\N,2,7,58,Others,320,NJ,112,194,No,No,0.02,1931,965,0,2015,3 -27,140083,0.01,0,4251096849,3294,Yes,High School or below,Female,Yes,Single,96,\N,0,4,99,Others,180,VA,115,54,No,No,0.23,5530,614,0,2015,1 -27,140083,0.01,0,4251096849,3294,Yes,High School or below,Female,Yes,Single,96,\N,0,4,99,Others,180,VA,115,54,No,No,0.23,3285,547,0,2015,2 -57,984,0.07,0.01,4251088888,3295,Yes,High School or below,Male,Yes,Married,34,\N,1,2,17,Others,353,WV,312,69,No,No,0.69,4011,573,0,2015,1 -57,984,0.07,0.01,4251088888,3295,Yes,High School or below,Male,Yes,Married,34,\N,1,2,17,Others,353,WV,312,69,No,No,0.69,2166,722,0,2015,2 -73,249013,0.01,0.02,4251099195,3296,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,0,0,58,Others,213,IA,315,179,No,No,0.9,4622,770,0,2015,1 -73,249013,0.01,0.02,4251099195,3296,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,0,0,58,Others,213,IA,315,179,No,No,0.9,1165,1165,0,2015,2 -36,109913,0.07,0.03,4251100127,3297,Yes,Bachelor or equivalent,Male,No,Single,99,\N,1,5,76,Technology Related Job,385,KY,12,194,No,No,0.36,5300,757,0,2015,1 -36,109913,0.07,0.03,4251100127,3297,Yes,Bachelor or equivalent,Male,No,Single,99,\N,1,5,76,Technology Related Job,385,KY,12,194,No,No,0.36,2564,854,0,2015,2 -52,107942,0.01,0,4251063345,3298,Yes,Master or equivalent,Male,No,Married,107,\N,3,3,16,Others,245,ND,16,54,No,No,0.57,8006,889,0,2015,1 -52,107942,0.01,0,4251063345,3298,Yes,Master or equivalent,Male,No,Married,107,\N,3,3,16,Others,245,ND,16,54,No,No,0.57,2651,662,0,2015,2 -14,218843,0.07,0.01,4251052330,3299,Yes,Master or equivalent,Female,Yes,Married,45,\N,1,0,35,Technology Related Job,418,OK,212,69,No,No,0.02,3333,833,0,2015,1 -14,218843,0.07,0.01,4251052330,3299,Yes,Master or equivalent,Female,Yes,Married,45,\N,1,0,35,Technology Related Job,418,OK,212,69,No,No,0.02,4485,897,0,2015,2 -30,216872,0.01,0.02,4251084655,3300,Yes,High School or below,Female,Yes,Married,52,\N,3,6,75,Others,278,AK,216,179,No,Yes,0.24,5608,934,0,2015,1 -30,216872,0.01,0.02,4251084655,3300,Yes,High School or below,Female,Yes,Married,52,\N,3,6,75,Others,278,AK,216,179,No,Yes,0.24,1565,521,0,2015,2 -60,77772,0,0.03,4251093082,3301,Yes,High School or below,Male,Yes,Married,110,\N,0,3,94,Technology Related Job,450,AR,413,194,Yes,No,0.69,2699,449,0,2015,1 -60,77772,0,0.03,4251093082,3301,Yes,High School or below,Male,Yes,Married,110,\N,0,3,94,Technology Related Job,450,AR,413,194,Yes,No,0.69,6186,773,0,2015,2 -76,75801,0.02,0,4251021066,3302,Yes,High School or below,Female,Yes,Single,118,\N,3,1,34,Others,310,MA,416,54,No,No,0.9,1216,1216,0,2015,1 -76,75801,0.02,0,4251021066,3302,Yes,High School or below,Female,Yes,Single,118,\N,3,1,34,Others,310,MA,416,54,No,No,0.9,3771,628,0,2015,2 -76,75801,0.02,0,4251021066,3302,Yes,High School or below,Female,Yes,Single,118,\N,3,1,34,Others,310,MA,416,54,No,No,0.9,1127,1127,0,2015,3 -38,186701,0,0.01,4251034020,3303,Yes,High School or below,Male,No,Single,56,\N,0,6,53,Technology Related Job,483,MN,113,69,No,No,0.36,2016,1008,0,2015,1 -38,186701,0,0.01,4251034020,3303,Yes,High School or below,Male,No,Single,56,\N,0,6,53,Technology Related Job,483,MN,113,69,No,No,0.36,1287,429,0,2015,2 -54,184730,0.02,0.02,4251094400,3304,Yes,Bachelor or equivalent,Male,Yes,Married,63,\N,3,4,93,Others,343,SC,116,179,No,No,0.57,7166,716,0,2015,1 -54,184730,0.02,0.02,4251094400,3304,Yes,Bachelor or equivalent,Male,Yes,Married,63,\N,3,4,93,Others,343,SC,116,179,No,No,0.57,3877,775,0,2015,2 -17,45631,0,0.03,4251077385,3305,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,0,1,12,Technology Related Job,15,TN,313,194,No,No,0.03,2833,708,0,2015,1 -17,45631,0,0.03,4251077385,3305,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,0,1,12,Technology Related Job,15,TN,313,194,No,No,0.03,2801,466,0,2015,2 -33,43660,0.02,0,4251078495,3306,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,2,7,52,Others,376,DE,317,54,No,No,0.24,4297,716,0,2015,1 -33,43660,0.02,0,4251078495,3306,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,2,7,52,Others,376,DE,317,54,No,No,0.24,2423,484,0,2015,2 -63,154560,0,0.01,4251067748,3307,Yes,Master or equivalent,Male,Yes,Married,66,\N,0,5,71,Technology Related Job,48,GA,14,69,No,No,0.69,5561,794,0,2015,1 -63,154560,0,0.01,4251067748,3307,Yes,Master or equivalent,Male,Yes,Married,66,\N,0,5,71,Technology Related Job,48,GA,14,69,No,No,0.69,2479,826,0,2015,2 -63,154560,0,0.01,4251067748,3307,Yes,Master or equivalent,Male,Yes,Married,66,\N,0,5,71,Technology Related Job,48,GA,14,69,No,No,0.69,680,680,0,2015,3 -79,152589,0.03,0.02,4251032378,3308,Yes,High School or below,Female,Yes,Single,74,\N,2,2,11,Others,408,NE,17,179,No,No,0.9,4388,548,0,2015,1 -79,152589,0.03,0.02,4251032378,3308,Yes,High School or below,Female,Yes,Single,74,\N,2,2,11,Others,408,NE,17,179,No,No,0.9,4302,717,0,2015,2 -41,13489,0.01,0.03,4251097008,3309,Yes,High School or below,Male,Yes,Single,12,\N,3,0,30,Technology Related Job,81,NH,214,194,No,No,0.36,6080,1013,0,2015,1 -41,13489,0.01,0.03,4251097008,3309,Yes,High School or below,Male,Yes,Single,12,\N,3,0,30,Technology Related Job,81,NH,214,194,No,No,0.36,2223,555,0,2015,2 -57,11518,0.03,0,4251086808,3310,Yes,High School or below,Male,Yes,Single,19,\N,2,5,70,Others,441,VA,217,54,No,No,0.57,2897,724,0,2015,1 -57,11518,0.03,0,4251086808,3310,Yes,High School or below,Male,Yes,Single,19,\N,2,5,70,Others,441,VA,217,54,No,No,0.57,3609,902,0,2015,2 -19,122419,0.01,0.01,4251028541,3311,Yes,High School or below,Female,No,Single,77,\N,3,3,89,Technology Related Job,113,WV,414,69,No,No,0.03,2211,737,0,2015,1 -19,122419,0.01,0.01,4251028541,3311,Yes,High School or below,Female,No,Single,77,\N,3,3,89,Technology Related Job,113,WV,414,69,No,No,0.03,5605,800,0,2015,2 -35,120448,0.03,0.02,4251062676,3312,Yes,Bachelor or equivalent,Female,No,Married,85,\N,2,0,29,Others,473,IN,418,179,No,No,0.24,1697,282,0,2015,1 -35,120448,0.03,0.02,4251062676,3312,Yes,Bachelor or equivalent,Female,No,Married,85,\N,2,0,29,Others,473,IN,418,179,No,No,0.24,4423,884,0,2015,2 -35,120448,0.03,0.02,4251062676,3312,Yes,Bachelor or equivalent,Female,No,Married,85,\N,2,0,29,Others,473,IN,418,179,No,No,0.24,611,611,0,2015,3 -66,231348,0.01,0.03,4251044424,3313,Yes,Bachelor or equivalent,Male,Yes,Married,22,\N,3,6,48,Technology Related Job,146,KS,115,194,No,Yes,0.69,4976,829,0,2015,1 -66,231348,0.01,0.03,4251044424,3313,Yes,Bachelor or equivalent,Male,Yes,Married,22,\N,3,6,48,Technology Related Job,146,KS,115,194,No,Yes,0.69,4954,990,0,2015,2 -14,229377,0.03,0,4251077085,3314,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,1,3,88,Others,6,NC,118,54,No,No,0.9,1374,687,0,2015,1 -14,229377,0.03,0,4251077085,3314,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,1,3,88,Others,6,NC,118,54,No,No,0.9,428,428,0,2015,2 -44,90278,0.01,0.01,4251088442,3315,Yes,Master or equivalent,Male,Yes,Married,88,\N,3,1,6,Technology Related Job,178,OH,315,69,No,No,0.36,6969,995,0,2015,1 -44,90278,0.01,0.01,4251088442,3315,Yes,Master or equivalent,Male,Yes,Married,88,\N,3,1,6,Technology Related Job,178,OH,315,69,No,No,0.36,3910,782,0,2015,2 -60,88306,0.04,0.02,4251080099,3316,Yes,PhD or equivalent,Male,Yes,Single,95,\N,1,6,47,Others,38,AK,318,179,No,No,0.57,3343,557,0,2015,1 -60,88306,0.04,0.02,4251080099,3316,Yes,PhD or equivalent,Male,Yes,Single,95,\N,1,6,47,Others,38,AK,318,179,No,No,0.57,1000,500,0,2015,2 -22,199207,0.02,0.03,4251045299,3317,Yes,High School or below,Female,No,Single,33,\N,2,4,65,Technology Related Job,211,AR,15,194,No,No,0.03,3803,950,0,2015,1 -22,199207,0.02,0.03,4251045299,3317,Yes,High School or below,Female,No,Single,33,\N,2,4,65,Technology Related Job,211,AR,15,194,No,No,0.03,3224,537,0,2015,2 -38,197236,0.04,0,4251012204,3318,Yes,High School or below,Male,Yes,Married,41,\N,1,1,6,Others,71,MD,19,54,No,No,0.24,2827,706,0,2015,1 -38,197236,0.04,0,4251012204,3318,Yes,High School or below,Male,Yes,Married,41,\N,1,1,6,Others,71,MD,19,54,No,No,0.24,2883,576,0,2015,2 -69,58136,0.02,0.01,4251044025,3319,Yes,High School or below,Female,Yes,Married,99,\N,2,7,24,Technology Related Job,243,MI,216,69,No,No,0.7,1620,405,0,2015,1 -69,58136,0.02,0.01,4251044025,3319,Yes,High School or below,Female,Yes,Married,99,\N,2,7,24,Technology Related Job,243,MI,216,69,No,No,0.7,3240,810,0,2015,2 -16,56165,0.04,0.02,4251064589,3320,Yes,High School or below,Female,Yes,Married,106,\N,0,4,65,Others,103,RI,219,179,No,No,0.91,4481,896,0,2015,1 -16,56165,0.04,0.02,4251064589,3320,Yes,High School or below,Female,Yes,Married,106,\N,0,4,65,Others,103,RI,219,179,No,No,0.91,3582,716,0,2015,2 -16,56165,0.04,0.02,4251064589,3320,Yes,High School or below,Female,Yes,Married,106,\N,0,4,65,Others,103,RI,219,179,No,No,0.91,329,329,0,2015,3 -47,167066,0.02,0.03,4251059361,3321,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,2,2,83,Technology Related Job,276,SD,416,194,No,No,0.36,3695,739,0,2015,1 -47,167066,0.02,0.03,4251059361,3321,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,2,2,83,Technology Related Job,276,SD,416,194,No,No,0.36,3928,785,0,2015,2 -63,165095,0.04,0,4251076994,3322,Yes,Bachelor or equivalent,Male,Yes,Single,51,\N,0,7,24,Others,136,DE,419,54,No,Yes,0.57,2423,807,0,2015,1 -63,165095,0.04,0,4251076994,3322,Yes,Bachelor or equivalent,Male,Yes,Single,51,\N,0,7,24,Others,136,DE,419,54,No,Yes,0.57,2888,962,0,2015,2 -63,165095,0.04,0,4251076994,3322,Yes,Bachelor or equivalent,Male,Yes,Single,51,\N,0,7,24,Others,136,DE,419,54,No,Yes,0.57,1082,1082,0,2015,3 -25,25995,0.03,0.01,4251010942,3323,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,1,5,42,Technology Related Job,308,GA,116,69,No,No,0.03,4091,681,0,2015,1 -25,25995,0.03,0.01,4251010942,3323,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,1,5,42,Technology Related Job,308,GA,116,69,No,No,0.03,3211,1070,0,2015,2 -41,24024,0.05,0.02,4251094196,3324,Yes,Master or equivalent,Male,Yes,Married,117,\N,0,2,83,Others,169,MT,119,179,No,No,0.24,5248,749,0,2015,1 -41,24024,0.05,0.02,4251094196,3324,Yes,Master or equivalent,Male,Yes,Married,117,\N,0,2,83,Others,169,MT,119,179,No,No,0.24,1424,1424,0,2015,2 -71,134924,0.03,0.03,4251050352,3325,Yes,PhD or equivalent,Female,No,Single,55,\N,1,0,1,Technology Related Job,341,NV,316,194,No,No,0.7,2845,1422,0,2015,1 -71,134924,0.03,0.03,4251050352,3325,Yes,PhD or equivalent,Female,No,Single,55,\N,1,0,1,Technology Related Job,341,NV,316,194,No,No,0.7,3009,752,0,2015,2 -19,132953,0.05,0,4251080360,3326,Yes,High School or below,Female,No,Married,62,\N,0,6,42,Others,201,VT,320,54,Yes,No,0.91,3125,781,0,2015,1 -19,132953,0.05,0,4251080360,3326,Yes,High School or below,Female,No,Married,62,\N,0,6,42,Others,201,VT,320,54,Yes,No,0.91,952,476,0,2015,2 -50,243854,0.03,0.01,4251051344,3327,Yes,High School or below,Male,Yes,Married,0,\N,1,3,60,Technology Related Job,374,WA,17,69,No,No,0.36,6457,717,0,2015,1 -50,243854,0.03,0.01,4251051344,3327,Yes,High School or below,Male,Yes,Married,0,\N,1,3,60,Technology Related Job,374,WA,17,69,No,No,0.36,2560,853,0,2015,2 -65,241883,0.05,0.02,4251027986,3328,Yes,High School or below,Male,Yes,Single,8,\N,3,1,0,Others,234,IN,20,179,No,No,0.57,5778,722,0,2015,1 -65,241883,0.05,0.02,4251027986,3328,Yes,High School or below,Male,Yes,Single,8,\N,3,1,0,Others,234,IN,20,179,No,No,0.57,4724,787,0,2015,2 -28,102783,0.03,0.03,4251063727,3329,Yes,High School or below,Female,Yes,Single,66,\N,1,6,19,Technology Related Job,406,KS,217,194,No,No,0.03,3324,664,1,2015,1 -28,102783,0.03,0.03,4251063727,3329,Yes,High School or below,Female,Yes,Single,66,\N,1,6,19,Technology Related Job,406,KS,217,194,No,No,0.03,5142,642,1,2015,2 -44,100812,0.05,0,4251076957,3330,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,3,4,59,Others,266,NC,220,54,No,No,0.24,4594,765,0,2015,1 -44,100812,0.05,0,4251076957,3330,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,3,4,59,Others,266,NC,220,54,No,No,0.24,3610,601,0,2015,2 -74,211712,0.04,0,4251015693,3331,No,Bachelor or equivalent,Female,No,Single,11,\N,0,1,78,Technology Related Job,439,ND,417,69,No,No,0.7,430,430,0,2015,1 -74,211712,0.04,0,4251015693,3331,No,Bachelor or equivalent,Female,No,Single,11,\N,0,1,78,Technology Related Job,439,ND,417,69,No,No,0.7,3593,598,0,2015,2 -74,211712,0.04,0,4251015693,3331,No,Bachelor or equivalent,Female,No,Single,11,\N,0,1,78,Technology Related Job,439,ND,417,69,No,No,0.7,231,231,0,2015,3 -22,209741,0.06,0.02,4251028555,3332,Yes,Master or equivalent,Female,Yes,Married,18,\N,3,7,18,Others,299,AL,421,179,No,No,0.91,6761,751,0,2015,1 -22,209741,0.06,0.02,4251028555,3332,Yes,Master or equivalent,Female,Yes,Married,18,\N,3,7,18,Others,299,AL,421,179,No,No,0.91,2165,721,0,2015,2 -22,209741,0.06,0.02,4251028555,3332,Yes,Master or equivalent,Female,Yes,Married,18,\N,3,7,18,Others,299,AL,421,179,No,No,0.91,1211,1211,0,2015,3 -52,70642,0.04,0.02,4251041360,3333,Yes,Master or equivalent,Male,Yes,Married,76,\N,0,4,37,Technology Related Job,471,AZ,118,194,No,No,0.36,3364,841,0,2015,1 -52,70642,0.04,0.02,4251041360,3333,Yes,Master or equivalent,Male,Yes,Married,76,\N,0,4,37,Technology Related Job,471,AZ,118,194,No,No,0.36,7862,1123,0,2015,2 -68,68671,0.06,0,4251070746,3334,Yes,High School or below,Male,Yes,Single,84,\N,3,2,77,Others,331,MD,121,54,No,No,0.58,4591,765,0,2015,1 -68,68671,0.06,0,4251070746,3334,Yes,High School or below,Male,Yes,Single,84,\N,3,2,77,Others,331,MD,121,54,No,No,0.58,3288,657,0,2015,2 -31,179571,0.04,0,4251040575,3335,Yes,High School or below,Female,Yes,Single,22,\N,0,7,96,Technology Related Job,4,MI,318,69,No,Yes,0.03,5571,696,0,2015,1 -31,179571,0.04,0,4251040575,3335,Yes,High School or below,Female,Yes,Single,22,\N,0,7,96,Technology Related Job,4,MI,318,69,No,Yes,0.03,6385,798,0,2015,2 -47,177600,0.06,0.02,4251044597,3336,Yes,High School or below,Male,Yes,Single,29,\N,2,5,36,Others,364,RI,321,179,No,No,0.24,4818,688,0,2015,1 -47,177600,0.06,0.02,4251044597,3336,Yes,High School or below,Male,Yes,Single,29,\N,2,5,36,Others,364,RI,321,179,No,No,0.24,2694,898,0,2015,2 -77,38501,0.04,0.02,4251051567,3337,Yes,High School or below,Female,Yes,Single,87,\N,3,3,55,Technology Related Job,36,SC,18,194,No,No,0.7,1662,415,0,2015,1 -77,38501,0.04,0.02,4251051567,3337,Yes,High School or below,Female,Yes,Single,87,\N,3,3,55,Technology Related Job,36,SC,18,194,No,No,0.7,2984,994,0,2015,2 -25,36530,0.06,0,4251021769,3338,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,2,0,95,Others,396,CT,22,54,No,No,0.91,6225,778,0,2015,1 -25,36530,0.06,0,4251021769,3338,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,2,0,95,Others,396,CT,22,54,No,No,0.91,1511,503,0,2015,2 -27,91487,0.02,0,4251072095,3339,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,3,2,64,Others,73,WY,121,89,No,No,0.44,4725,787,1,2015,1 -27,91487,0.02,0,4251072095,3339,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,3,2,64,Others,73,WY,121,89,No,No,0.44,5049,561,1,2015,2 -57,202387,0,0,4251016619,3340,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,0,0,83,Technology Related Job,245,AK,318,104,No,No,0.9,3290,822,0,2015,1 -57,202387,0,0,4251016619,3340,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,0,0,83,Technology Related Job,245,AK,318,104,No,No,0.9,5942,848,0,2015,2 -73,200416,0.02,0.02,4251025468,3341,Yes,Master or equivalent,Male,Yes,Married,11,\N,3,5,23,Others,105,ME,321,214,Yes,No,0.11,2760,690,0,2015,1 -73,200416,0.02,0.02,4251025468,3341,Yes,Master or equivalent,Male,Yes,Married,11,\N,3,5,23,Others,105,ME,321,214,Yes,No,0.11,5449,778,0,2015,2 -36,61317,0,0.02,4251083243,3342,Yes,PhD or equivalent,Female,Yes,Single,69,\N,0,3,42,Technology Related Job,278,MD,18,229,No,No,0.56,2833,708,0,2015,1 -36,61317,0,0.02,4251083243,3342,Yes,PhD or equivalent,Female,Yes,Single,69,\N,0,3,42,Technology Related Job,278,MD,18,229,No,No,0.56,4731,946,0,2015,2 -51,59346,0.02,0,4251041284,3343,Yes,High School or below,Female,Yes,Married,76,\N,3,0,82,Others,138,OR,22,89,No,No,0.77,1457,485,0,2015,1 -51,59346,0.02,0,4251041284,3343,Yes,High School or below,Female,Yes,Married,76,\N,3,0,82,Others,138,OR,22,89,No,No,0.77,3084,771,0,2015,2 -14,170246,0.01,0,4251047065,3344,Yes,High School or below,Male,Yes,Married,14,\N,0,6,1,Technology Related Job,310,RI,219,104,No,Yes,0.23,2160,432,0,2015,1 -14,170246,0.01,0,4251047065,3344,Yes,High School or below,Male,Yes,Married,14,\N,0,6,1,Technology Related Job,310,RI,219,104,No,Yes,0.23,3908,651,0,2015,2 -30,168275,0.03,0.02,4251093587,3345,Yes,High School or below,Female,No,Single,22,\N,2,3,41,Technology Related Job,170,CO,222,214,No,No,0.44,2206,1103,1,2015,1 -30,168275,0.03,0.02,4251093587,3345,Yes,High School or below,Female,No,Single,22,\N,2,3,41,Technology Related Job,170,CO,222,214,No,No,0.44,5556,694,1,2015,2 -60,29175,0.01,0.02,4251043762,3346,Yes,High School or below,Male,Yes,Single,79,\N,0,1,60,Technology Related Job,343,DE,419,229,No,No,0.9,929,309,0,2015,1 -60,29175,0.01,0.02,4251043762,3346,Yes,High School or below,Male,Yes,Single,79,\N,0,1,60,Technology Related Job,343,DE,419,229,No,No,0.9,583,583,0,2015,2 -76,27204,0.03,0,4251077172,3347,Yes,Bachelor or equivalent,Male,Yes,Single,87,\N,2,6,0,Technology Related Job,203,MO,422,89,No,No,0.11,3106,776,0,2015,1 -76,27204,0.03,0,4251077172,3347,Yes,Bachelor or equivalent,Male,Yes,Single,87,\N,2,6,0,Technology Related Job,203,MO,422,89,No,No,0.11,4767,681,0,2015,2 -38,138105,0.01,0,4251009407,3348,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,3,4,19,Technology Related Job,375,MT,119,104,No,No,0.57,2561,512,0,2015,1 -38,138105,0.01,0,4251009407,3348,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,3,4,19,Technology Related Job,375,MT,119,104,No,No,0.57,2953,590,0,2015,2 -54,136134,0.03,0.02,4251096951,3349,Yes,Master or equivalent,Female,Yes,Married,32,\N,2,2,59,Technology Related Job,236,TX,122,214,No,No,0.78,1409,704,0,2015,1 -54,136134,0.03,0.02,4251096951,3349,Yes,Master or equivalent,Female,Yes,Married,32,\N,2,2,59,Technology Related Job,236,TX,122,214,No,No,0.78,1342,447,0,2015,2 -17,247034,0.01,0.02,4251039920,3350,Yes,Master or equivalent,Male,No,Married,90,\N,3,7,78,Technology Related Job,408,VT,319,229,No,No,0.23,3078,1026,0,2015,1 -17,247034,0.01,0.02,4251039920,3350,Yes,Master or equivalent,Male,No,Married,90,\N,3,7,78,Technology Related Job,408,VT,319,229,No,No,0.23,4364,872,0,2015,2 -33,245063,0.03,0,4251073599,3351,Yes,High School or below,Female,Yes,Single,98,\N,2,5,18,Technology Related Job,268,ID,323,89,No,No,0.44,2895,579,0,2015,1 -33,245063,0.03,0,4251073599,3351,Yes,High School or below,Female,Yes,Single,98,\N,2,5,18,Technology Related Job,268,ID,323,89,No,No,0.44,993,496,0,2015,2 -63,105964,0.02,0,4251056119,3352,Yes,High School or below,Male,Yes,Married,36,\N,3,2,37,Technology Related Job,440,IN,20,104,No,No,0.9,4538,756,1,2015,1 -63,105964,0.02,0,4251056119,3352,Yes,High School or below,Male,Yes,Married,36,\N,3,2,37,Technology Related Job,440,IN,20,104,No,No,0.9,1429,714,1,2015,2 -79,103993,0.04,0.02,4251065636,3353,Yes,High School or below,Male,Yes,Single,43,\N,1,0,77,Technology Related Job,301,NM,23,214,No,Yes,0.11,4658,776,0,2015,1 -79,103993,0.04,0.02,4251065636,3353,Yes,High School or below,Male,Yes,Single,43,\N,1,0,77,Technology Related Job,301,NM,23,214,No,Yes,0.11,4253,850,0,2015,2 -41,214893,0.02,0.02,4251056291,3354,Yes,High School or below,Female,Yes,Single,101,\N,3,5,95,Technology Related Job,473,NY,220,229,No,No,0.57,3514,878,0,2015,1 -41,214893,0.02,0.02,4251056291,3354,Yes,High School or below,Female,Yes,Single,101,\N,3,5,95,Technology Related Job,473,NY,220,229,No,No,0.57,2595,648,0,2015,2 -57,212922,0.04,0,4251059185,3355,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,1,3,36,Technology Related Job,333,WI,223,89,No,No,0.78,1839,613,0,2015,1 -57,212922,0.04,0,4251059185,3355,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,1,3,36,Technology Related Job,333,WI,223,89,No,No,0.78,6247,624,0,2015,2 -19,73822,0.02,0,4251089846,3356,Yes,Bachelor or equivalent,Male,Yes,Married,46,\N,2,0,54,Technology Related Job,6,AL,420,104,No,No,0.23,2658,886,0,2015,1 -19,73822,0.02,0,4251089846,3356,Yes,Bachelor or equivalent,Male,Yes,Married,46,\N,2,0,54,Technology Related Job,6,AL,420,104,No,No,0.23,1981,495,0,2015,2 -35,71851,0.04,0.02,4251046448,3357,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,1,6,95,Technology Related Job,366,LA,424,214,No,No,0.44,2957,492,0,2015,1 -35,71851,0.04,0.02,4251046448,3357,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,1,6,95,Technology Related Job,366,LA,424,214,No,No,0.44,3262,652,0,2015,2 -66,182752,0.02,0.02,4251014450,3358,Yes,Master or equivalent,Male,Yes,Married,112,\N,2,3,13,Technology Related Job,38,MD,121,229,No,No,0.9,2352,784,0,2015,1 -66,182752,0.02,0.02,4251014450,3358,Yes,Master or equivalent,Male,Yes,Married,112,\N,2,3,13,Technology Related Job,38,MD,121,229,No,No,0.9,2265,453,0,2015,2 -66,182752,0.02,0.02,4251014450,3358,Yes,Master or equivalent,Male,Yes,Married,112,\N,2,3,13,Technology Related Job,38,MD,121,229,No,No,0.9,444,444,0,2015,3 -14,180781,0.05,0,4251055268,3359,Yes,High School or below,Male,No,Single,119,\N,0,1,54,Technology Related Job,398,OR,124,89,No,No,0.11,4875,541,0,2015,1 -14,180781,0.05,0,4251055268,3359,Yes,High School or below,Male,No,Single,119,\N,0,1,54,Technology Related Job,398,OR,124,89,No,No,0.11,2205,551,0,2015,2 -14,180781,0.05,0,4251055268,3359,Yes,High School or below,Male,No,Single,119,\N,0,1,54,Technology Related Job,398,OR,124,89,No,No,0.11,222,222,0,2015,3 -44,41681,0.03,0,4251084050,3360,Yes,High School or below,Female,Yes,Single,57,\N,2,7,72,Technology Related Job,71,PA,321,104,No,No,0.57,4846,605,0,2015,1 -44,41681,0.03,0,4251084050,3360,Yes,High School or below,Female,Yes,Single,57,\N,2,7,72,Technology Related Job,71,PA,321,104,No,No,0.57,3180,636,0,2015,2 -60,39710,0.05,0.01,4251035130,3361,Yes,High School or below,Male,Yes,Married,65,\N,0,4,13,Technology Related Job,431,CA,324,214,No,No,0.78,2367,789,1,2015,1 -60,39710,0.05,0.01,4251035130,3361,Yes,High School or below,Male,Yes,Married,65,\N,0,4,13,Technology Related Job,431,CA,324,214,No,No,0.78,1892,473,1,2015,2 -22,150610,0.03,0.02,4251091184,3362,Yes,High School or below,Female,Yes,Single,3,\N,1,2,31,Technology Related Job,103,CT,21,229,No,No,0.23,2354,784,0,2015,1 -22,150610,0.03,0.02,4251091184,3362,Yes,High School or below,Female,Yes,Single,3,\N,1,2,31,Technology Related Job,103,CT,21,229,No,No,0.23,12,12,0,2015,2 -38,148639,0.05,0.03,4251099340,3363,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,0,7,72,Technology Related Job,463,MS,25,89,No,No,0.45,2110,703,0,2015,1 -38,148639,0.05,0.03,4251099340,3363,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,0,7,72,Technology Related Job,463,MS,25,89,No,No,0.45,4671,778,0,2015,2 -69,9540,0.03,0,4251049385,3364,No,Bachelor or equivalent,Male,No,Married,68,\N,1,5,90,Technology Related Job,136,MT,222,104,No,No,0.9,3954,988,0,2015,1 -69,9540,0.03,0,4251049385,3364,No,Bachelor or equivalent,Male,No,Married,68,\N,1,5,90,Technology Related Job,136,MT,222,104,No,No,0.9,5737,819,0,2015,2 -16,7569,0.05,0.01,4251012053,3365,Yes,Bachelor or equivalent,Male,No,Single,75,\N,0,2,31,Technology Related Job,496,TX,225,214,No,No,0.11,3025,756,0,2015,1 -16,7569,0.05,0.01,4251012053,3365,Yes,Bachelor or equivalent,Male,No,Single,75,\N,0,2,31,Technology Related Job,496,TX,225,214,No,No,0.11,1268,634,0,2015,2 -47,118469,0.03,0.02,4251019891,3366,Yes,Master or equivalent,Female,Yes,Single,13,\N,1,0,49,Non-technology Related Job,168,UT,422,229,No,Yes,0.57,6210,1035,0,2015,1 -47,118469,0.03,0.02,4251019891,3366,Yes,Master or equivalent,Female,Yes,Single,13,\N,1,0,49,Non-technology Related Job,168,UT,422,229,No,Yes,0.57,3966,661,0,2015,2 -47,118469,0.03,0.02,4251019891,3366,Yes,Master or equivalent,Female,Yes,Single,13,\N,1,0,49,Non-technology Related Job,168,UT,422,229,No,Yes,0.57,1107,1107,0,2015,3 -63,116498,0.06,0.03,4251094834,3367,Yes,PhD or equivalent,Male,Yes,Single,21,\N,3,5,89,Technology Related Job,29,HI,425,89,No,No,0.78,3766,418,0,2015,1 -63,116498,0.06,0.03,4251094834,3367,Yes,PhD or equivalent,Male,Yes,Single,21,\N,3,5,89,Technology Related Job,29,HI,425,89,No,No,0.78,3541,708,0,2015,2 -25,227399,0.04,0,4251050969,3368,Yes,High School or below,Female,Yes,Single,79,\N,1,3,8,Non-technology Related Job,201,IL,122,104,No,No,0.24,467,233,0,2015,1 -25,227399,0.04,0,4251050969,3368,Yes,High School or below,Female,Yes,Single,79,\N,1,3,8,Non-technology Related Job,201,IL,122,104,No,No,0.24,4431,738,0,2015,2 -41,225427,0.06,0.01,4251091201,3369,Yes,High School or below,Female,Yes,Married,86,\N,3,0,48,Technology Related Job,61,NJ,126,214,No,No,0.45,2371,790,0,2015,1 -41,225427,0.06,0.01,4251091201,3369,Yes,High School or below,Female,Yes,Married,86,\N,3,0,48,Technology Related Job,61,NJ,126,214,No,No,0.45,6880,860,0,2015,2 -71,86328,0.04,0.02,4251075957,3370,Yes,High School or below,Male,Yes,Married,24,\N,0,6,67,Non-technology Related Job,233,NY,322,229,No,No,0.9,5046,1009,1,2015,1 -71,86328,0.04,0.02,4251075957,3370,Yes,High School or below,Male,Yes,Married,24,\N,0,6,67,Non-technology Related Job,233,NY,322,229,No,No,0.9,1494,498,1,2015,2 -19,84357,0.06,0.03,4251015891,3371,Yes,High School or below,Male,Yes,Single,32,\N,3,3,7,Technology Related Job,94,WI,326,89,No,No,0.11,1020,255,0,2015,1 -19,84357,0.06,0.03,4251015891,3371,Yes,High School or below,Male,Yes,Single,32,\N,3,3,7,Technology Related Job,94,WI,326,89,No,No,0.11,2547,849,0,2015,2 -50,195257,0.04,0,4251063181,3372,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,0,1,26,Non-technology Related Job,266,WY,23,104,No,No,0.57,5583,620,0,2015,1 -50,195257,0.04,0,4251063181,3372,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,0,1,26,Non-technology Related Job,266,WY,23,104,No,No,0.57,3219,804,0,2015,2 -50,195257,0.04,0,4251063181,3372,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,0,1,26,Non-technology Related Job,266,WY,23,104,No,No,0.57,955,955,0,2015,3 -65,193286,0.06,0.01,4251024192,3373,Yes,Bachelor or equivalent,Male,No,Single,97,\N,3,6,66,Technology Related Job,126,KY,26,214,No,No,0.78,2568,642,0,2015,1 -65,193286,0.06,0.01,4251024192,3373,Yes,Bachelor or equivalent,Male,No,Single,97,\N,3,6,66,Technology Related Job,126,KY,26,214,No,No,0.78,3715,743,0,2015,2 -65,193286,0.06,0.01,4251024192,3373,Yes,Bachelor or equivalent,Male,No,Single,97,\N,3,6,66,Technology Related Job,126,KY,26,214,No,No,0.78,1226,1226,0,2015,3 -28,54187,0.05,0.02,4251061090,3374,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,0,4,85,Non-technology Related Job,299,ME,223,229,No,No,0.24,5617,936,0,2015,1 -28,54187,0.05,0.02,4251061090,3374,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,0,4,85,Non-technology Related Job,299,ME,223,229,No,No,0.24,4239,706,0,2015,2 -28,54187,0.05,0.02,4251061090,3374,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,0,4,85,Non-technology Related Job,299,ME,223,229,No,No,0.24,176,176,0,2015,3 -44,52216,0.07,0.03,4251037670,3375,Yes,Master or equivalent,Female,Yes,Married,42,\N,2,1,25,Technology Related Job,159,OK,226,88,No,Yes,0.45,3906,558,0,2015,1 -44,52216,0.07,0.03,4251037670,3375,Yes,Master or equivalent,Female,Yes,Married,42,\N,2,1,25,Technology Related Job,159,OK,226,88,No,Yes,0.45,4739,677,0,2015,2 -44,52216,0.07,0.03,4251037670,3375,Yes,Master or equivalent,Female,Yes,Married,42,\N,2,1,25,Technology Related Job,159,OK,226,88,No,Yes,0.45,295,295,0,2015,3 -74,163116,0.05,0,4251093516,3376,Yes,PhD or equivalent,Male,Yes,Married,100,\N,0,7,44,Non-technology Related Job,331,PA,423,103,No,No,0.9,2240,746,0,2015,1 -74,163116,0.05,0,4251093516,3376,Yes,PhD or equivalent,Male,Yes,Married,100,\N,0,7,44,Non-technology Related Job,331,PA,423,103,No,No,0.9,3065,766,0,2015,2 -22,161145,0.07,0.01,4251094873,3377,Yes,High School or below,Male,Yes,Single,108,\N,2,5,84,Technology Related Job,191,CA,427,213,No,No,0.12,6010,667,0,2015,1 -22,161145,0.07,0.01,4251094873,3377,Yes,High School or below,Male,Yes,Single,108,\N,2,5,84,Technology Related Job,191,CA,427,213,No,No,0.12,2847,711,0,2015,2 -52,22045,0.05,0.02,4251095249,3378,Yes,High School or below,Female,No,Married,46,\N,3,2,3,Non-technology Related Job,364,CO,124,228,No,No,0.57,4832,604,0,2015,1 -52,22045,0.05,0.02,4251095249,3378,Yes,High School or below,Female,No,Married,46,\N,3,2,3,Non-technology Related Job,364,CO,124,228,No,No,0.57,7131,891,0,2015,2 -68,20074,0.07,0.03,4251062001,3379,Yes,High School or below,Male,No,Single,53,\N,2,0,43,Technology Related Job,224,MN,127,88,No,No,0.78,2698,674,0,2015,1 -68,20074,0.07,0.03,4251062001,3379,Yes,High School or below,Male,No,Single,53,\N,2,0,43,Technology Related Job,224,MN,127,88,No,No,0.78,1198,399,0,2015,2 -31,130975,0.05,0,4251065249,3380,Yes,High School or below,Female,Yes,Single,111,\N,3,5,62,Non-technology Related Job,396,MO,324,103,Yes,No,0.24,3483,870,0,2015,2 -47,129004,0.07,0.01,4251069503,3381,Yes,Bachelor or equivalent,Female,Yes,Married,118,\N,1,3,2,Technology Related Job,256,TN,327,213,No,No,0.45,4558,1139,0,2015,1 -47,129004,0.07,0.01,4251069503,3381,Yes,Bachelor or equivalent,Female,Yes,Married,118,\N,1,3,2,Technology Related Job,256,TN,327,213,No,No,0.45,5084,847,0,2015,2 -77,239904,0.06,0.02,4251048206,3382,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,3,0,21,Non-technology Related Job,429,UT,24,228,No,No,0.91,4372,624,0,2015,1 -77,239904,0.06,0.02,4251048206,3382,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,3,0,21,Non-technology Related Job,429,UT,24,228,No,No,0.91,5830,647,0,2015,2 -77,239904,0.06,0.02,4251048206,3382,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,3,0,21,Non-technology Related Job,429,UT,24,228,No,No,0.91,72,72,0,2015,3 -25,237933,0,0.03,4251070140,3383,Yes,Master or equivalent,Male,Yes,Married,64,\N,1,6,61,Technology Related Job,289,HI,28,88,No,No,0.12,3236,1078,0,2015,1 -25,237933,0,0.03,4251070140,3383,Yes,Master or equivalent,Male,Yes,Married,64,\N,1,6,61,Technology Related Job,289,HI,28,88,No,No,0.12,4381,876,0,2015,2 -55,98833,0.06,0,4251008508,3384,Yes,Master or equivalent,Female,No,Married,2,\N,2,3,79,Non-technology Related Job,461,ID,225,103,No,No,0.57,6511,813,0,2015,1 -55,98833,0.06,0,4251008508,3384,Yes,Master or equivalent,Female,No,Married,2,\N,2,3,79,Non-technology Related Job,461,ID,225,103,No,No,0.57,5400,900,0,2015,2 -71,96862,0,0.01,4251054243,3385,Yes,High School or below,Male,Yes,Single,9,\N,1,1,20,Technology Related Job,322,NH,228,213,No,No,0.78,3147,524,1,2015,1 -71,96862,0,0.01,4251054243,3385,Yes,High School or below,Male,Yes,Single,9,\N,1,1,20,Technology Related Job,322,NH,228,213,No,No,0.78,3879,775,1,2015,2 -33,207763,0.06,0.02,4251069060,3386,Yes,High School or below,Female,Yes,Single,67,\N,2,6,38,Non-technology Related Job,494,NM,425,228,No,No,0.24,3868,773,0,2015,1 -33,207763,0.06,0.02,4251069060,3386,Yes,High School or below,Female,Yes,Single,67,\N,2,6,38,Non-technology Related Job,494,NM,425,228,No,No,0.24,3164,632,0,2015,2 -33,207763,0.06,0.02,4251069060,3386,Yes,High School or below,Female,Yes,Single,67,\N,2,6,38,Non-technology Related Job,494,NM,425,228,No,No,0.24,1222,1222,0,2015,3 -49,205792,0,0.03,4251057222,3387,Yes,High School or below,Female,No,Married,75,\N,1,4,79,Technology Related Job,354,WV,428,88,No,No,0.45,4777,682,0,2015,1 -49,205792,0,0.03,4251057222,3387,Yes,High School or below,Female,No,Married,75,\N,1,4,79,Technology Related Job,354,WV,428,88,No,No,0.45,5883,840,0,2015,2 -12,66692,0.06,0,4251077664,3388,Yes,High School or below,Male,Yes,Single,13,\N,2,2,97,Non-technology Related Job,26,WY,125,103,No,Yes,0.91,3705,741,0,2015,1 -12,66692,0.06,0,4251077664,3388,Yes,High School or below,Male,Yes,Single,13,\N,2,2,97,Non-technology Related Job,26,WY,125,103,No,Yes,0.91,1432,477,0,2015,2 -12,66692,0.06,0,4251077664,3388,Yes,High School or below,Male,Yes,Single,13,\N,2,2,97,Non-technology Related Job,26,WY,125,103,No,Yes,0.91,1840,920,0,2015,3 -28,64721,0,0.01,4251099400,3389,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,0,7,38,Technology Related Job,387,KY,129,213,No,No,0.12,4118,514,0,2015,1 -28,64721,0,0.01,4251099400,3389,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,0,7,38,Technology Related Job,387,KY,129,213,No,No,0.12,3631,907,0,2015,2 -58,175622,0.07,0.02,4251030425,3390,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,2,5,56,Non-technology Related Job,59,ME,326,228,No,No,0.57,3826,1275,0,2015,1 -58,175622,0.07,0.02,4251030425,3390,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,2,5,56,Non-technology Related Job,59,ME,326,228,No,No,0.57,2222,740,0,2015,2 -58,175622,0.07,0.02,4251030425,3390,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,2,5,56,Non-technology Related Job,59,ME,326,228,No,No,0.57,1387,1387,0,2015,3 -74,173651,0.01,0.03,4251053318,3391,Yes,Master or equivalent,Male,Yes,Single,85,\N,0,2,97,Technology Related Job,419,OH,329,88,No,No,0.78,4366,727,0,2015,1 -74,173651,0.01,0.03,4251053318,3391,Yes,Master or equivalent,Male,Yes,Single,85,\N,0,2,97,Technology Related Job,419,OH,329,88,No,No,0.78,8903,989,0,2015,2 -36,34551,0.07,0,4251069096,3392,Yes,Master or equivalent,Female,No,Single,23,\N,1,0,15,Non-technology Related Job,92,OR,26,103,No,No,0.24,1462,487,0,2015,1 -36,34551,0.07,0,4251069096,3392,Yes,Master or equivalent,Female,No,Single,23,\N,1,0,15,Non-technology Related Job,92,OR,26,103,No,No,0.24,2501,625,0,2015,2 -52,32580,0.01,0.01,4251008772,3393,Yes,High School or below,Female,No,Single,31,\N,0,5,56,Technology Related Job,452,AR,29,213,No,No,0.45,3647,729,0,2015,1 -52,32580,0.01,0.01,4251008772,3393,Yes,High School or below,Female,No,Single,31,\N,0,5,56,Technology Related Job,452,AR,29,213,No,No,0.45,4813,962,0,2015,2 -15,143480,0.07,0.02,4251021499,3394,Yes,High School or below,Male,Yes,Single,89,\N,1,3,74,Non-technology Related Job,124,CO,226,228,No,No,0.91,5350,891,0,2015,1 -15,143480,0.07,0.02,4251021499,3394,Yes,High School or below,Male,Yes,Single,89,\N,1,3,74,Non-technology Related Job,124,CO,226,228,No,No,0.91,5624,803,0,2015,2 -30,141509,0.01,0.03,4251017879,3395,Yes,High School or below,Female,Yes,Married,96,\N,0,0,15,Technology Related Job,484,MN,229,88,No,No,0.12,5365,670,1,2015,1 -30,141509,0.01,0.03,4251017879,3395,Yes,High School or below,Female,Yes,Married,96,\N,0,0,15,Technology Related Job,484,MN,229,88,No,No,0.12,1913,637,1,2015,2 -61,2410,0.07,0,4251066158,3396,Yes,High School or below,Male,Yes,Married,34,\N,1,6,33,Non-technology Related Job,157,MO,426,103,No,No,0.58,1824,608,0,2015,1 -61,2410,0.07,0,4251066158,3396,Yes,High School or below,Male,Yes,Married,34,\N,1,6,33,Non-technology Related Job,157,MO,426,103,No,No,0.58,3011,602,0,2015,2 -77,439,0.01,0.01,4251061250,3397,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,3,3,73,Technology Related Job,17,SD,430,213,No,Yes,0.79,2051,512,1,2015,1 -77,439,0.01,0.01,4251061250,3397,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,3,3,73,Technology Related Job,17,SD,430,213,No,Yes,0.79,3954,790,1,2015,2 -39,111339,0,0.02,4251079053,3398,Yes,Bachelor or equivalent,Female,No,Married,99,\N,1,1,92,Non-technology Related Job,189,TX,127,228,No,No,0.24,5353,764,0,2015,1 -39,111339,0,0.02,4251079053,3398,Yes,Bachelor or equivalent,Female,No,Married,99,\N,1,1,92,Non-technology Related Job,189,TX,127,228,No,No,0.24,4283,713,0,2015,2 -55,109368,0.02,0.03,4251081324,3399,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,3,6,32,Technology Related Job,49,GA,130,88,No,No,0.45,5754,1150,0,2015,1 -55,109368,0.02,0.03,4251081324,3399,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,3,6,32,Technology Related Job,49,GA,130,88,No,No,0.45,2775,555,0,2015,2 -17,220268,0,0,4251058285,3400,Yes,Master or equivalent,Male,Yes,Single,45,\N,0,4,51,Non-technology Related Job,222,ID,327,103,No,No,0.91,4498,749,0,2015,1 -17,220268,0,0,4251058285,3400,Yes,Master or equivalent,Male,Yes,Single,45,\N,0,4,51,Non-technology Related Job,222,ID,327,103,No,No,0.91,2706,541,0,2015,2 -33,218297,0.02,0.01,4251052895,3401,Yes,High School or below,Female,Yes,Married,52,\N,3,1,91,Technology Related Job,82,NH,330,213,No,No,0.12,3840,960,0,2015,1 -33,218297,0.02,0.01,4251052895,3401,Yes,High School or below,Female,Yes,Married,52,\N,3,1,91,Technology Related Job,82,NH,330,213,No,No,0.12,2714,904,0,2015,2 -64,79198,0,0.02,4251071564,3402,Yes,High School or below,Male,Yes,Married,110,\N,0,7,10,Non-technology Related Job,254,NM,27,228,No,No,0.58,3690,615,0,2015,1 -64,79198,0,0.02,4251071564,3402,Yes,High School or below,Male,Yes,Married,110,\N,0,7,10,Non-technology Related Job,254,NM,27,228,No,No,0.58,954,477,0,2015,2 -79,77227,0.02,0.03,4251028568,3403,Yes,High School or below,Male,Yes,Married,118,\N,2,4,50,Technology Related Job,115,WA,31,88,No,No,0.79,4150,691,0,2015,1 -79,77227,0.02,0.03,4251028568,3403,Yes,High School or below,Male,Yes,Married,118,\N,2,4,50,Technology Related Job,115,WA,31,88,No,No,0.79,1388,462,0,2015,2 -42,188127,0,0,4251029956,3404,Yes,High School or below,Female,Yes,Married,56,\N,0,2,69,Non-technology Related Job,287,WI,228,103,No,No,0.24,2931,732,0,2015,1 -42,188127,0,0,4251029956,3404,Yes,High School or below,Female,Yes,Married,56,\N,0,2,69,Non-technology Related Job,287,WI,228,103,No,No,0.24,6730,841,0,2015,2 -42,188127,0,0,4251029956,3404,Yes,High School or below,Female,Yes,Married,56,\N,0,2,69,Non-technology Related Job,287,WI,228,103,No,No,0.24,561,561,0,2015,3 -58,186156,0.02,0.01,4251022753,3405,Yes,High School or below,Female,Yes,Single,63,\N,2,7,9,Technology Related Job,147,KS,231,213,Yes,No,0.45,3482,870,0,2015,1 -58,186156,0.02,0.01,4251022753,3405,Yes,High School or below,Female,Yes,Single,63,\N,2,7,9,Technology Related Job,147,KS,231,213,Yes,No,0.45,7499,681,0,2015,2 -20,47056,0.01,0.02,4251021624,3406,Yes,Bachelor or equivalent,Male,No,Single,1,\N,3,5,28,Non-technology Related Job,319,LA,428,228,No,No,0.91,4236,847,1,2015,1 -20,47056,0.01,0.02,4251021624,3406,Yes,Bachelor or equivalent,Male,No,Single,1,\N,3,5,28,Non-technology Related Job,319,LA,428,228,No,No,0.91,5618,936,1,2015,2 -36,45085,0.03,0.03,4251043934,3407,Yes,Bachelor or equivalent,Female,No,Married,9,\N,2,3,68,Technology Related Job,180,OH,431,88,No,No,0.12,3535,883,0,2015,1 -36,45085,0.03,0.03,4251043934,3407,Yes,Bachelor or equivalent,Female,No,Married,9,\N,2,3,68,Technology Related Job,180,OH,431,88,No,No,0.12,4567,761,0,2015,2 -66,155986,0.01,0,4251065955,3408,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,3,0,87,Non-technology Related Job,352,OR,128,103,No,No,0.58,6694,956,0,2015,1 -66,155986,0.01,0,4251065955,3408,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,3,0,87,Non-technology Related Job,352,OR,128,103,No,No,0.58,3537,393,0,2015,2 -14,154015,0.03,0.01,4251024039,3409,Yes,PhD or equivalent,Male,Yes,Married,74,\N,2,6,27,Technology Related Job,212,AZ,132,213,No,No,0.79,204,102,0,2015,1 -14,154015,0.03,0.01,4251024039,3409,Yes,PhD or equivalent,Male,Yes,Married,74,\N,2,6,27,Technology Related Job,212,AZ,132,213,No,No,0.79,2978,595,0,2015,2 -14,154015,0.03,0.01,4251024039,3409,Yes,PhD or equivalent,Male,Yes,Married,74,\N,2,6,27,Technology Related Job,212,AZ,132,213,No,No,0.79,225,225,0,2015,3 -45,14915,0.01,0.02,4251096280,3410,No,High School or below,Female,Yes,Married,12,\N,3,3,46,Non-technology Related Job,385,CA,329,228,No,Yes,0.24,1239,619,1,2015,1 -45,14915,0.01,0.02,4251096280,3410,No,High School or below,Female,Yes,Married,12,\N,3,3,46,Non-technology Related Job,385,CA,329,228,No,Yes,0.24,3906,558,1,2015,2 -45,14915,0.01,0.02,4251096280,3410,No,High School or below,Female,Yes,Married,12,\N,3,3,46,Non-technology Related Job,385,CA,329,228,No,Yes,0.24,1428,1428,1,2015,3 -61,12944,0.03,0.03,4251071789,3411,Yes,High School or below,Female,Yes,Single,19,\N,1,1,86,Technology Related Job,245,MI,332,88,No,No,0.46,5640,705,0,2015,1 -61,12944,0.03,0.03,4251071789,3411,Yes,High School or below,Female,Yes,Single,19,\N,1,1,86,Technology Related Job,245,MI,332,88,No,No,0.46,5563,794,0,2015,2 -23,123845,0.01,0,4251017105,3412,Yes,High School or below,Male,No,Single,77,\N,3,6,4,Non-technology Related Job,417,MS,29,103,No,No,0.91,4148,691,0,2015,1 -23,123845,0.01,0,4251017105,3412,Yes,High School or below,Male,No,Single,77,\N,3,6,4,Non-technology Related Job,417,MS,29,103,No,No,0.91,4731,946,0,2015,2 -39,121874,0.03,0.01,4251014891,3413,Yes,High School or below,Female,Yes,Single,85,\N,1,4,45,Technology Related Job,277,SD,32,213,No,No,0.12,2355,392,0,2015,1 -39,121874,0.03,0.01,4251014891,3413,Yes,High School or below,Female,Yes,Single,85,\N,1,4,45,Technology Related Job,277,SD,32,213,No,No,0.12,3237,809,0,2015,2 -69,232774,0.02,0.02,4251024009,3414,Yes,High School or below,Male,Yes,Single,23,\N,2,1,63,Non-technology Related Job,450,TX,229,228,No,No,0.58,5072,1014,0,2015,1 -69,232774,0.02,0.02,4251024009,3414,Yes,High School or below,Male,Yes,Single,23,\N,2,1,63,Non-technology Related Job,450,TX,229,228,No,No,0.58,3703,925,0,2015,2 -17,230803,0.04,0.03,4251052967,3415,Yes,Bachelor or equivalent,Male,Yes,Married,30,\N,1,7,4,Technology Related Job,310,FL,233,88,No,No,0.79,8665,787,0,2015,1 -17,230803,0.04,0.03,4251052967,3415,Yes,Bachelor or equivalent,Male,Yes,Married,30,\N,1,7,4,Technology Related Job,310,FL,233,88,No,No,0.79,1212,606,0,2015,2 -17,230803,0.04,0.03,4251052967,3415,Yes,Bachelor or equivalent,Male,Yes,Married,30,\N,1,7,4,Technology Related Job,310,FL,233,88,No,No,0.79,913,913,0,2015,3 -47,91703,0.02,0,4251089417,3416,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,2,4,22,Non-technology Related Job,482,HI,429,103,No,No,0.25,2827,942,0,2015,1 -47,91703,0.02,0,4251089417,3416,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,2,4,22,Non-technology Related Job,482,HI,429,103,No,No,0.25,3138,784,0,2015,2 -63,89732,0.04,0.01,4251086604,3417,Yes,Master or equivalent,Female,Yes,Single,95,\N,1,2,63,Technology Related Job,342,NV,433,213,No,No,0.46,10658,888,0,2015,1 -63,89732,0.04,0.01,4251086604,3417,Yes,Master or equivalent,Female,Yes,Single,95,\N,1,2,63,Technology Related Job,342,NV,433,213,No,No,0.46,3884,647,0,2015,2 -26,200633,0.02,0.01,4251019503,3418,Yes,PhD or equivalent,Male,Yes,Married,33,\N,2,0,81,Non-technology Related Job,15,NJ,130,228,No,No,0.91,2662,887,0,2015,1 -26,200633,0.02,0.01,4251019503,3418,Yes,PhD or equivalent,Male,Yes,Married,33,\N,2,0,81,Non-technology Related Job,15,NJ,130,228,No,No,0.91,4740,677,0,2015,2 -42,198662,0.04,0.03,4251030370,3419,Yes,High School or below,Female,Yes,Single,41,\N,0,5,22,Technology Related Job,375,WA,133,88,No,No,0.12,3760,940,0,2015,1 -42,198662,0.04,0.03,4251030370,3419,Yes,High School or below,Female,Yes,Single,41,\N,0,5,22,Technology Related Job,375,WA,133,88,No,No,0.12,3065,766,0,2015,2 -72,59562,0.02,0.03,4251045585,3420,Yes,High School or below,Male,Yes,Single,99,\N,1,3,40,Non-technology Related Job,47,WI,330,103,No,No,0.58,5389,898,0,2015,1 -72,59562,0.02,0.03,4251045585,3420,Yes,High School or below,Male,Yes,Single,99,\N,1,3,40,Non-technology Related Job,47,WI,330,103,No,No,0.58,4452,636,0,2015,2 -20,57591,0.04,0.01,4251089904,3421,Yes,High School or below,Male,No,Married,106,\N,0,0,81,Technology Related Job,408,KS,333,213,No,No,0.79,4542,908,0,2015,1 -20,57591,0.04,0.01,4251089904,3421,Yes,High School or below,Male,No,Married,106,\N,0,0,81,Technology Related Job,408,KS,333,213,No,No,0.79,7959,994,0,2015,2 -50,168491,0.03,0.01,4251020479,3422,Yes,High School or below,Female,Yes,Married,44,\N,1,6,99,Non-technology Related Job,80,KY,30,228,No,No,0.25,1298,324,0,2015,1 -50,168491,0.03,0.01,4251020479,3422,Yes,High School or below,Female,Yes,Married,44,\N,1,6,99,Non-technology Related Job,80,KY,30,228,No,No,0.25,6305,788,0,2015,2 -50,168491,0.03,0.01,4251020479,3422,Yes,High School or below,Female,Yes,Married,44,\N,1,6,99,Non-technology Related Job,80,KY,30,228,No,No,0.25,841,420,0,2015,3 -66,166520,0.05,0.03,4251013883,3423,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,0,3,40,Technology Related Job,440,ND,34,88,No,No,0.46,2600,866,0,2015,1 -66,166520,0.05,0.03,4251013883,3423,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,0,3,40,Technology Related Job,440,ND,34,88,No,No,0.46,5165,860,0,2015,2 -66,166520,0.05,0.03,4251013883,3423,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,0,3,40,Technology Related Job,440,ND,34,88,No,No,0.46,1175,1175,0,2015,3 -28,27421,0.03,0.03,4251059050,3424,Yes,Bachelor or equivalent,Female,Yes,Married,110,\N,1,1,58,Non-technology Related Job,112,OK,231,103,No,No,0.91,2414,804,0,2015,1 -28,27421,0.03,0.03,4251059050,3424,Yes,Bachelor or equivalent,Female,Yes,Married,110,\N,1,1,58,Non-technology Related Job,112,OK,231,103,No,No,0.91,1178,1178,0,2015,2 -44,25450,0.05,0.01,4251082661,3425,Yes,Master or equivalent,Female,Yes,Single,117,\N,3,6,98,Technology Related Job,473,AZ,234,213,No,No,0.13,4020,1005,0,2015,1 -44,25450,0.05,0.01,4251082661,3425,Yes,Master or equivalent,Female,Yes,Single,117,\N,3,6,98,Technology Related Job,473,AZ,234,213,No,No,0.13,3167,633,0,2015,2 -44,25450,0.05,0.01,4251082661,3425,Yes,Master or equivalent,Female,Yes,Single,117,\N,3,6,98,Technology Related Job,473,AZ,234,213,No,No,0.13,210,210,0,2015,3 -75,136350,0.03,0.01,4251075026,3426,Yes,Master or equivalent,Male,No,Single,55,\N,1,4,17,Non-technology Related Job,145,CA,431,228,No,No,0.58,2852,713,0,2015,1 -75,136350,0.03,0.01,4251075026,3426,Yes,Master or equivalent,Male,No,Single,55,\N,1,4,17,Non-technology Related Job,145,CA,431,228,No,No,0.58,5531,691,0,2015,2 -23,134379,0.05,0.03,4251026024,3427,Yes,High School or below,Male,Yes,Married,62,\N,3,1,57,Technology Related Job,5,MI,434,88,No,No,0.79,6462,923,0,2015,1 -23,134379,0.05,0.03,4251026024,3427,Yes,High School or below,Male,Yes,Married,62,\N,3,1,57,Technology Related Job,5,MI,434,88,No,No,0.79,2466,616,0,2015,2 -23,134379,0.05,0.03,4251026024,3427,Yes,High School or below,Male,Yes,Married,62,\N,3,1,57,Technology Related Job,5,MI,434,88,No,No,0.79,828,828,0,2015,3 -53,245280,0.03,0.03,4251013887,3428,Yes,High School or below,Female,Yes,Married,0,\N,0,7,76,Non-technology Related Job,178,MN,131,103,No,No,0.25,3292,823,0,2015,1 -53,245280,0.03,0.03,4251013887,3428,Yes,High School or below,Female,Yes,Married,0,\N,0,7,76,Non-technology Related Job,178,MN,131,103,No,No,0.25,3621,905,0,2015,2 -69,243309,0.05,0.01,4251093796,3429,Yes,High School or below,Male,Yes,Married,8,\N,3,4,16,Non-technology Related Job,38,SC,135,213,No,No,0.46,3118,779,0,2015,1 -69,243309,0.05,0.01,4251093796,3429,Yes,High School or below,Male,Yes,Married,8,\N,3,4,16,Non-technology Related Job,38,SC,135,213,No,No,0.46,3522,880,0,2015,2 -31,104209,0.04,0.01,4251019713,3430,Yes,High School or below,Female,Yes,Married,66,\N,0,2,35,Non-technology Related Job,210,TN,332,228,No,No,0.92,5728,1145,0,2015,1 -31,104209,0.04,0.01,4251019713,3430,Yes,High School or below,Female,Yes,Married,66,\N,0,2,35,Non-technology Related Job,210,TN,332,228,No,No,0.92,5107,851,0,2015,2 -47,102238,0.06,0.03,4251077155,3431,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,3,7,75,Non-technology Related Job,70,FL,335,88,No,No,0.13,4622,770,0,2015,1 -47,102238,0.06,0.03,4251077155,3431,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,3,7,75,Non-technology Related Job,70,FL,335,88,No,No,0.13,8084,673,0,2015,2 -78,213138,0.04,0.03,4251094868,3432,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,0,5,94,Non-technology Related Job,243,HI,32,103,No,Yes,0.58,1515,757,0,2015,1 -78,213138,0.04,0.03,4251094868,3432,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,0,5,94,Non-technology Related Job,243,HI,32,103,No,Yes,0.58,2381,793,0,2015,2 -25,211167,0.06,0.01,4251076381,3433,Yes,Master or equivalent,Male,Yes,Married,19,\N,2,2,34,Non-technology Related Job,103,NV,35,213,No,No,0.79,876,438,1,2015,1 -25,211167,0.06,0.01,4251076381,3433,Yes,Master or equivalent,Male,Yes,Married,19,\N,2,2,34,Non-technology Related Job,103,NV,35,213,No,No,0.79,4338,619,1,2015,2 -25,211167,0.06,0.01,4251076381,3433,Yes,Master or equivalent,Male,Yes,Married,19,\N,2,2,34,Non-technology Related Job,103,NV,35,213,No,No,0.79,1670,835,1,2015,3 -56,72068,0.04,0.01,4251048924,3434,Yes,Master or equivalent,Female,Yes,Single,76,\N,0,0,53,Non-technology Related Job,275,NH,232,228,No,No,0.25,8872,985,1,2015,1 -56,72068,0.04,0.01,4251048924,3434,Yes,Master or equivalent,Female,Yes,Single,76,\N,0,0,53,Non-technology Related Job,275,NH,232,228,No,No,0.25,2627,656,1,2015,2 -72,70097,0.06,0.03,4251017288,3435,Yes,High School or below,Male,No,Married,84,\N,2,6,93,Non-technology Related Job,135,VA,236,88,No,No,0.46,1312,656,0,2015,1 -72,70097,0.06,0.03,4251017288,3435,Yes,High School or below,Male,No,Married,84,\N,2,6,93,Non-technology Related Job,135,VA,236,88,No,No,0.46,7299,811,0,2015,2 -34,180997,0.04,0.03,4251054747,3436,Yes,High School or below,Female,Yes,Married,22,\N,3,3,12,Non-technology Related Job,308,WV,433,103,No,No,0.92,4167,694,0,2015,1 -34,180997,0.04,0.03,4251054747,3436,Yes,High School or below,Female,Yes,Married,22,\N,3,3,12,Non-technology Related Job,308,WV,433,103,No,No,0.92,1236,618,0,2015,2 -50,179026,0.06,0.01,4251039010,3437,Yes,High School or below,Female,Yes,Single,29,\N,2,1,52,Non-technology Related Job,168,IA,436,213,No,No,0.13,4150,830,1,2015,1 -50,179026,0.06,0.01,4251039010,3437,Yes,High School or below,Female,Yes,Single,29,\N,2,1,52,Non-technology Related Job,168,IA,436,213,No,No,0.13,3769,942,1,2015,2 -50,179026,0.06,0.01,4251039010,3437,Yes,High School or below,Female,Yes,Single,29,\N,2,1,52,Non-technology Related Job,168,IA,436,213,No,No,0.13,792,792,1,2015,3 -12,39926,0.05,0.01,4251089086,3438,Yes,High School or below,Male,Yes,Single,87,\N,3,6,71,Non-technology Related Job,340,KY,133,228,No,No,0.58,3553,507,0,2015,1 -12,39926,0.05,0.01,4251089086,3438,Yes,High School or below,Male,Yes,Single,87,\N,3,6,71,Non-technology Related Job,340,KY,133,228,No,No,0.58,2238,559,0,2015,2 -28,37955,0.07,0.03,4251095825,3439,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,2,4,11,Non-technology Related Job,201,ND,136,88,No,Yes,0.79,1481,493,0,2015,1 -28,37955,0.07,0.03,4251095825,3439,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,2,4,11,Non-technology Related Job,201,ND,136,88,No,Yes,0.79,1301,650,0,2015,2 -59,148856,0.05,0.03,4251044467,3440,Yes,Bachelor or equivalent,Female,No,Single,33,\N,3,1,29,Non-technology Related Job,373,OH,333,103,No,No,0.25,1865,466,1,2015,1 -59,148856,0.05,0.03,4251044467,3440,Yes,Bachelor or equivalent,Female,No,Single,33,\N,3,1,29,Non-technology Related Job,373,OH,333,103,No,No,0.25,4039,807,1,2015,2 -74,146885,0.07,0.01,4251037568,3441,Yes,Bachelor or equivalent,Male,No,Married,40,\N,1,7,70,Non-technology Related Job,233,AK,337,213,No,No,0.46,4735,789,0,2015,1 -74,146885,0.07,0.01,4251037568,3441,Yes,Bachelor or equivalent,Male,No,Married,40,\N,1,7,70,Non-technology Related Job,233,AK,337,213,No,No,0.46,4565,652,0,2015,2 -37,7785,0.05,0.01,4251023601,3442,Yes,Master or equivalent,Female,Yes,Married,98,\N,2,4,88,Non-technology Related Job,405,AR,33,228,No,No,0.92,2242,560,0,2015,1 -37,7785,0.05,0.01,4251023601,3442,Yes,Master or equivalent,Female,Yes,Married,98,\N,2,4,88,Non-technology Related Job,405,AR,33,228,No,No,0.92,8301,754,0,2015,2 -53,5814,0.07,0.03,4251092236,3443,Yes,High School or below,Female,Yes,Single,105,\N,1,2,29,Non-technology Related Job,266,MA,37,88,No,No,0.13,6597,824,0,2015,1 -53,5814,0.07,0.03,4251092236,3443,Yes,High School or below,Female,Yes,Single,105,\N,1,2,29,Non-technology Related Job,266,MA,37,88,No,No,0.13,1478,739,0,2015,2 -15,116714,0.05,0.03,4251077647,3444,Yes,High School or below,Male,Yes,Married,43,\N,2,7,47,Non-technology Related Job,438,MN,234,103,Yes,No,0.59,1772,443,1,2015,1 -15,116714,0.05,0.03,4251077647,3444,Yes,High School or below,Male,Yes,Married,43,\N,2,7,47,Non-technology Related Job,438,MN,234,103,Yes,No,0.59,2841,947,1,2015,2 -31,114743,0.07,0.01,4251055043,3445,Yes,High School or below,Male,Yes,Single,51,\N,1,5,88,Non-technology Related Job,298,SC,237,213,No,No,0.8,6237,779,0,2015,1 -31,114743,0.07,0.01,4251055043,3445,Yes,High School or below,Male,Yes,Single,51,\N,1,5,88,Non-technology Related Job,298,SC,237,213,No,No,0.8,3549,887,0,2015,2 -61,225644,0.06,0.01,4251055259,3446,Yes,High School or below,Female,Yes,Single,109,\N,2,3,6,Non-technology Related Job,471,SD,434,228,No,No,0.25,3556,1185,0,2015,1 -61,225644,0.06,0.01,4251055259,3446,Yes,High School or below,Female,Yes,Single,109,\N,2,3,6,Non-technology Related Job,471,SD,434,228,No,No,0.25,3776,629,0,2015,2 -77,223673,0,0.03,4251099609,3447,Yes,High School or below,Male,Yes,Married,116,\N,0,0,47,Non-technology Related Job,331,DE,437,88,No,No,0.46,4710,785,0,2015,1 -77,223673,0,0.03,4251099609,3447,Yes,High School or below,Male,Yes,Married,116,\N,0,0,47,Non-technology Related Job,331,DE,437,88,No,No,0.46,5546,693,0,2015,2 -77,223673,0,0.03,4251099609,3447,Yes,High School or below,Male,Yes,Married,116,\N,0,0,47,Non-technology Related Job,331,DE,437,88,No,No,0.46,444,444,0,2015,3 -40,84573,0.06,0.03,4251030504,3448,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,2,6,65,Non-technology Related Job,3,GA,134,103,No,No,0.92,1921,640,0,2015,1 -40,84573,0.06,0.03,4251030504,3448,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,2,6,65,Non-technology Related Job,3,GA,134,103,No,No,0.92,796,796,0,2015,2 -56,82602,0,0.01,4251070574,3449,Yes,Bachelor or equivalent,Female,No,Married,62,\N,0,3,6,Non-technology Related Job,363,NE,138,213,No,No,0.13,2093,523,0,2015,1 -56,82602,0,0.01,4251070574,3449,Yes,Bachelor or equivalent,Female,No,Married,62,\N,0,3,6,Non-technology Related Job,363,NE,138,213,No,No,0.13,3330,1110,0,2015,2 -18,193503,0.06,0.01,4251037180,3450,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,1,1,24,Others,36,NH,335,228,No,No,0.59,5715,816,0,2015,1 -18,193503,0.06,0.01,4251037180,3450,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,1,1,24,Others,36,NH,335,228,No,No,0.59,3913,782,0,2015,2 -34,191532,0,0.03,4251096783,3451,Yes,Master or equivalent,Female,Yes,Single,7,\N,0,6,65,Non-technology Related Job,396,VA,338,88,No,No,0.8,1973,657,1,2015,1 -34,191532,0,0.03,4251096783,3451,Yes,Master or equivalent,Female,Yes,Single,7,\N,0,6,65,Non-technology Related Job,396,VA,338,88,No,No,0.8,1425,712,1,2015,2 -64,52432,0.06,0.03,4251078957,3452,Yes,High School or below,Female,Yes,Single,65,\N,1,4,83,Others,68,WA,35,103,No,No,0.25,7326,915,0,2015,1 -64,52432,0.06,0.03,4251078957,3452,Yes,High School or below,Female,Yes,Single,65,\N,1,4,83,Others,68,WA,35,103,No,No,0.25,5479,782,0,2015,2 -64,52432,0.06,0.03,4251078957,3452,Yes,High School or below,Female,Yes,Single,65,\N,1,4,83,Others,68,WA,35,103,No,No,0.25,243,243,0,2015,3 -12,50461,0.01,0.01,4251017293,3453,Yes,High School or below,Male,Yes,Married,72,\N,0,1,24,Non-technology Related Job,428,IN,38,213,No,No,0.46,2894,723,0,2015,1 -12,50461,0.01,0.01,4251017293,3453,Yes,High School or below,Male,Yes,Married,72,\N,0,1,24,Non-technology Related Job,428,IN,38,213,No,No,0.46,4419,883,0,2015,2 -42,161361,0.07,0.01,4251067327,3454,Yes,High School or below,Female,No,Single,10,\N,1,7,42,Others,101,KS,235,228,No,Yes,0.92,2446,611,0,2015,1 -42,161361,0.07,0.01,4251067327,3454,Yes,High School or below,Female,No,Single,10,\N,1,7,42,Others,101,KS,235,228,No,Yes,0.92,5342,890,0,2015,2 -58,159390,0.01,0.03,4251099413,3455,Yes,High School or below,Female,No,Married,18,\N,3,4,82,Non-technology Related Job,461,NC,239,88,No,No,0.13,1028,1028,0,2015,1 -58,159390,0.01,0.03,4251099413,3455,Yes,High School or below,Female,No,Married,18,\N,3,4,82,Non-technology Related Job,461,NC,239,88,No,No,0.13,7502,750,0,2015,2 -21,20291,0.07,0.03,4251050686,3456,No,High School or below,Male,Yes,Married,76,\N,1,2,1,Others,133,OH,436,103,No,No,0.59,3950,658,1,2015,1 -21,20291,0.07,0.03,4251050686,3456,No,High School or below,Male,Yes,Married,76,\N,1,2,1,Others,133,OH,436,103,No,No,0.59,4043,673,1,2015,2 -37,18320,0.01,0.01,4251020457,3457,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,3,7,41,Non-technology Related Job,494,AK,439,213,No,No,0.8,5102,637,0,2015,1 -37,18320,0.01,0.01,4251020457,3457,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,3,7,41,Non-technology Related Job,494,AK,439,213,No,No,0.8,2137,427,0,2015,2 -67,129220,0.07,0.01,4251032489,3458,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,5,60,Others,166,AZ,136,228,No,No,0.25,3021,503,1,2015,1 -67,129220,0.07,0.01,4251032489,3458,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,5,60,Others,166,AZ,136,228,No,No,0.25,4628,925,1,2015,2 -15,127249,0.01,0.03,4251032795,3459,Yes,Master or equivalent,Male,Yes,Single,29,\N,3,2,0,Non-technology Related Job,26,MD,139,88,No,No,0.47,3150,787,0,2015,1 -15,127249,0.01,0.03,4251032795,3459,Yes,Master or equivalent,Male,Yes,Single,29,\N,3,2,0,Non-technology Related Job,26,MD,139,88,No,No,0.47,5534,922,0,2015,2 -45,238149,0.07,0.03,4251078477,3460,Yes,PhD or equivalent,Female,No,Single,86,\N,0,0,19,Others,198,MI,336,103,No,No,0.92,7566,840,0,2015,1 -45,238149,0.07,0.03,4251078477,3460,Yes,PhD or equivalent,Female,No,Single,86,\N,0,0,19,Others,198,MI,336,103,No,No,0.92,3702,740,0,2015,2 -61,236178,0.02,0.01,4251098881,3461,Yes,High School or below,Female,Yes,Married,94,\N,2,5,59,Non-technology Related Job,59,RI,340,213,No,Yes,0.13,2101,525,1,2015,1 -61,236178,0.02,0.01,4251098881,3461,Yes,High School or below,Female,Yes,Married,94,\N,2,5,59,Non-technology Related Job,59,RI,340,213,No,Yes,0.13,2094,418,1,2015,2 -24,97079,0,0.01,4251053838,3462,Yes,High School or below,Male,Yes,Married,32,\N,0,3,78,Others,231,SD,37,228,No,No,0.59,1596,532,0,2015,1 -24,97079,0,0.01,4251053838,3462,Yes,High School or below,Male,Yes,Married,32,\N,0,3,78,Others,231,SD,37,228,No,No,0.59,4897,816,0,2015,2 -39,95108,0.02,0.03,4251031291,3463,Yes,High School or below,Female,No,Single,39,\N,2,1,18,Non-technology Related Job,91,DE,40,88,No,No,0.8,5168,738,0,2015,1 -39,95108,0.02,0.03,4251031291,3463,Yes,High School or below,Female,No,Single,39,\N,2,1,18,Non-technology Related Job,91,DE,40,88,No,No,0.8,3679,613,0,2015,2 -70,206008,0,0.03,4251046225,3464,Yes,High School or below,Male,Yes,Married,97,\N,3,6,37,Others,264,FL,237,103,No,No,0.26,2092,697,0,2015,1 -70,206008,0,0.03,4251046225,3464,Yes,High School or below,Male,Yes,Married,97,\N,3,6,37,Others,264,FL,237,103,No,No,0.26,3936,492,0,2015,2 -18,204037,0.02,0.01,4251017411,3465,Yes,Bachelor or equivalent,Male,Yes,Single,105,\N,2,4,77,Non-technology Related Job,124,MT,240,213,No,No,0.47,3107,776,0,2015,1 -18,204037,0.02,0.01,4251017411,3465,Yes,Bachelor or equivalent,Male,Yes,Single,105,\N,2,4,77,Non-technology Related Job,124,MT,240,213,No,No,0.47,5732,955,0,2015,2 -48,64938,0,0.01,4251038772,3466,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,1,96,Others,296,NV,437,228,No,No,0.92,1047,261,0,2015,1 -48,64938,0,0.01,4251038772,3466,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,1,96,Others,296,NV,437,228,No,No,0.92,4034,806,0,2015,2 -48,64938,0,0.01,4251038772,3466,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,1,96,Others,296,NV,437,228,No,No,0.92,1438,1438,0,2015,3 -64,62966,0.02,0.03,4251029020,3467,Yes,Master or equivalent,Female,Yes,Married,50,\N,2,7,36,Non-technology Related Job,156,VT,440,88,No,No,0.13,5249,874,0,2015,1 -64,62966,0.02,0.03,4251029020,3467,Yes,Master or equivalent,Female,Yes,Married,50,\N,2,7,36,Non-technology Related Job,156,VT,440,88,No,No,0.13,3653,730,0,2015,2 -64,62966,0.02,0.03,4251029020,3467,Yes,Master or equivalent,Female,Yes,Married,50,\N,2,7,36,Non-technology Related Job,156,VT,440,88,No,No,0.13,108,108,0,2015,3 -26,173867,0,0.03,4251040786,3468,Yes,Master or equivalent,Male,No,Married,108,\N,3,4,55,Others,329,WA,137,103,No,No,0.59,1847,615,0,2015,1 -26,173867,0,0.03,4251040786,3468,Yes,Master or equivalent,Male,No,Married,108,\N,3,4,55,Others,329,WA,137,103,No,No,0.59,3129,625,0,2015,2 -42,171896,0.03,0.01,4251069671,3469,Yes,High School or below,Female,No,Married,115,\N,1,2,95,Non-technology Related Job,189,IN,141,213,Yes,No,0.8,3195,639,0,2015,1 -42,171896,0.03,0.01,4251069671,3469,Yes,High School or below,Female,No,Married,115,\N,1,2,95,Non-technology Related Job,189,IN,141,213,Yes,No,0.8,711,237,0,2015,2 -73,32796,0.01,0.01,4251025608,3470,Yes,High School or below,Male,Yes,Married,53,\N,3,7,13,Others,361,KS,338,227,No,No,0.26,681,227,0,2015,1 -73,32796,0.01,0.01,4251025608,3470,Yes,High School or below,Male,Yes,Married,53,\N,3,7,13,Others,361,KS,338,227,No,No,0.26,4867,695,0,2015,2 -73,32796,0.01,0.01,4251025608,3470,Yes,High School or below,Male,Yes,Married,53,\N,3,7,13,Others,361,KS,338,227,No,No,0.26,283,283,0,2015,3 -20,30825,0.03,0.03,4251022178,3471,Yes,High School or below,Male,Yes,Single,61,\N,1,5,54,Non-technology Related Job,221,NY,341,87,No,No,0.47,5725,954,0,2015,1 -20,30825,0.03,0.03,4251022178,3471,Yes,High School or below,Male,Yes,Single,61,\N,1,5,54,Non-technology Related Job,221,NY,341,87,No,No,0.47,667,333,0,2015,2 -51,141726,0.01,0.03,4251069445,3472,Yes,High School or below,Female,Yes,Single,119,\N,2,2,72,Others,394,ND,38,102,No,No,0.92,5555,1111,0,2015,1 -51,141726,0.01,0.03,4251069445,3472,Yes,High School or below,Female,Yes,Single,119,\N,2,2,72,Others,394,ND,38,102,No,No,0.92,3983,796,0,2015,2 -67,139755,0.03,0.01,4251033124,3473,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,1,0,13,Non-technology Related Job,254,AL,41,212,No,No,0.14,4291,858,0,2015,1 -67,139755,0.03,0.01,4251033124,3473,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,1,0,13,Non-technology Related Job,254,AL,41,212,No,No,0.14,7905,790,0,2015,2 -29,655,0.01,0.01,4251029943,3474,Yes,Bachelor or equivalent,Male,No,Single,64,\N,2,6,31,Others,426,AZ,238,227,No,No,0.59,3859,551,0,2015,1 -29,655,0.01,0.01,4251029943,3474,Yes,Bachelor or equivalent,Male,No,Single,64,\N,2,6,31,Others,426,AZ,238,227,No,No,0.59,1776,355,0,2015,2 -45,248684,0.03,0.03,4251090841,3475,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,1,3,72,Non-technology Related Job,287,MD,242,87,No,No,0.8,987,987,0,2015,1 -45,248684,0.03,0.03,4251090841,3475,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,1,3,72,Non-technology Related Job,287,MD,242,87,No,No,0.8,1177,392,0,2015,2 -75,109584,0.02,0.03,4251052383,3476,Yes,Master or equivalent,Male,Yes,Married,10,\N,2,1,90,Others,459,MI,439,102,No,Yes,0.26,3775,419,0,2015,1 -75,109584,0.02,0.03,4251052383,3476,Yes,Master or equivalent,Male,Yes,Married,10,\N,2,1,90,Others,459,MI,439,102,No,Yes,0.26,3209,641,0,2015,2 -23,107613,0.04,0.01,4251078977,3477,Yes,High School or below,Male,Yes,Single,17,\N,0,6,31,Non-technology Related Job,319,PA,442,212,No,No,0.47,2976,992,0,2015,1 -23,107613,0.04,0.01,4251078977,3477,Yes,High School or below,Male,Yes,Single,17,\N,0,6,31,Non-technology Related Job,319,PA,442,212,No,No,0.47,2590,1295,0,2015,2 -54,218514,0.02,0.01,4251083842,3478,Yes,High School or below,Female,Yes,Single,75,\N,2,4,49,Others,491,SC,139,227,No,No,0.93,3943,788,0,2015,1 -54,218514,0.02,0.01,4251083842,3478,Yes,High School or below,Female,Yes,Single,75,\N,2,4,49,Others,491,SC,139,227,No,No,0.93,5303,757,0,2015,2 -70,216543,0.04,0.03,4251043987,3479,Yes,High School or below,Female,Yes,Single,82,\N,0,1,90,Non-technology Related Job,352,CT,142,87,No,No,0.14,5121,569,0,2015,1 -70,216543,0.04,0.03,4251043987,3479,Yes,High School or below,Female,Yes,Single,82,\N,0,1,90,Non-technology Related Job,352,CT,142,87,No,No,0.14,2377,792,0,2015,2 -70,216543,0.04,0.03,4251043987,3479,Yes,High School or below,Female,Yes,Single,82,\N,0,1,90,Non-technology Related Job,352,CT,142,87,No,No,0.14,1028,1028,0,2015,3 -32,77443,0.02,0.03,4251064054,3480,Yes,High School or below,Male,Yes,Single,20,\N,1,7,8,Others,24,FL,339,102,No,No,0.59,7526,836,0,2015,1 -32,77443,0.02,0.03,4251064054,3480,Yes,High School or below,Male,Yes,Single,20,\N,1,7,8,Others,24,FL,339,102,No,No,0.59,5580,930,0,2015,2 -48,75472,0.04,0.01,4251079429,3481,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,0,4,49,Non-technology Related Job,384,MT,343,212,No,No,0.8,5042,630,0,2015,1 -48,75472,0.04,0.01,4251079429,3481,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,0,4,49,Non-technology Related Job,384,MT,343,212,No,No,0.8,5733,1146,0,2015,2 -78,186372,0.02,0.01,4251042848,3482,Yes,Bachelor or equivalent,Male,No,Married,86,\N,1,2,67,Others,57,NV,40,227,No,No,0.26,1948,649,0,2015,1 -78,186372,0.02,0.01,4251042848,3482,Yes,Bachelor or equivalent,Male,No,Married,86,\N,1,2,67,Others,57,NV,40,227,No,No,0.26,3237,647,0,2015,2 -26,184401,0.04,0.03,4251025032,3483,Yes,Bachelor or equivalent,Male,No,Single,93,\N,3,7,7,Non-technology Related Job,417,UT,43,87,No,Yes,0.47,4811,801,0,2015,1 -26,184401,0.04,0.03,4251025032,3483,Yes,Bachelor or equivalent,Male,No,Single,93,\N,3,7,7,Non-technology Related Job,417,UT,43,87,No,Yes,0.47,4701,587,0,2015,2 -56,45302,0.03,0.03,4251067308,3484,Yes,Master or equivalent,Female,Yes,Single,31,\N,1,5,26,Others,89,VA,240,102,No,No,0.93,3914,652,0,2015,1 -56,45302,0.03,0.03,4251067308,3484,Yes,Master or equivalent,Female,Yes,Single,31,\N,1,5,26,Others,89,VA,240,102,No,No,0.93,2927,585,0,2015,2 -72,43331,0.05,0.01,4251041244,3485,Yes,PhD or equivalent,Male,Yes,Single,39,\N,3,2,66,Non-technology Related Job,449,IL,243,212,No,No,0.14,4034,576,0,2015,1 -72,43331,0.05,0.01,4251041244,3485,Yes,PhD or equivalent,Male,Yes,Single,39,\N,3,2,66,Non-technology Related Job,449,IL,243,212,No,No,0.14,3712,618,0,2015,2 -35,154231,0.03,0.01,4251093401,3486,Yes,High School or below,Female,Yes,Single,96,\N,0,0,85,Others,122,IA,440,227,Yes,No,0.59,2183,545,0,2015,1 -35,154231,0.03,0.01,4251093401,3486,Yes,High School or below,Female,Yes,Single,96,\N,0,0,85,Others,122,IA,440,227,Yes,No,0.59,3409,426,0,2015,2 -51,152260,0.05,0.03,4251054522,3487,Yes,High School or below,Female,Yes,Married,104,\N,3,5,25,Non-technology Related Job,482,NY,444,87,No,No,0.81,5137,856,0,2015,1 -51,152260,0.05,0.03,4251054522,3487,Yes,High School or below,Female,Yes,Married,104,\N,3,5,25,Non-technology Related Job,482,NY,444,87,No,No,0.81,2725,908,0,2015,2 -51,152260,0.05,0.03,4251054522,3487,Yes,High School or below,Female,Yes,Married,104,\N,3,5,25,Non-technology Related Job,482,NY,444,87,No,No,0.81,834,834,0,2015,3 -13,13161,0.03,0.03,4251062700,3488,Yes,High School or below,Male,No,Married,42,\N,0,3,44,Others,154,ND,140,102,No,No,0.26,2172,543,0,2015,1 -13,13161,0.03,0.03,4251062700,3488,Yes,High School or below,Male,No,Married,42,\N,0,3,44,Others,154,ND,140,102,No,No,0.26,3672,612,0,2015,2 -29,11190,0.05,0.01,4251033947,3489,Yes,High School or below,Male,Yes,Married,49,\N,3,0,84,Non-technology Related Job,14,WY,144,212,No,No,0.47,8061,895,0,2015,1 -29,11190,0.05,0.01,4251033947,3489,Yes,High School or below,Male,Yes,Married,49,\N,3,0,84,Non-technology Related Job,14,WY,144,212,No,No,0.47,4946,989,0,2015,2 -59,122090,0.03,0.01,4251089412,3490,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,0,6,3,Others,187,AK,341,227,No,No,0.93,4239,1059,0,2015,1 -59,122090,0.03,0.01,4251089412,3490,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,0,6,3,Others,187,AK,341,227,No,No,0.93,7388,615,0,2015,2 -75,120119,0.05,0.03,4251021728,3491,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,2,4,43,Non-technology Related Job,47,ME,344,87,No,No,0.14,4473,894,0,2015,1 -75,120119,0.05,0.03,4251021728,3491,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,2,4,43,Non-technology Related Job,47,ME,344,87,No,No,0.14,1677,559,0,2015,2 -37,231019,0.04,0.03,4251080924,3492,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,0,1,62,Others,219,MA,41,102,No,No,0.6,5570,795,1,2015,1 -37,231019,0.04,0.03,4251080924,3492,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,0,1,62,Others,219,MA,41,102,No,No,0.6,5132,855,1,2015,2 -53,229048,0.06,0.01,4251022064,3493,Yes,Master or equivalent,Female,Yes,Married,60,\N,2,7,2,Non-technology Related Job,80,PA,44,212,No,No,0.81,7173,896,0,2015,1 -53,229048,0.06,0.01,4251022064,3493,Yes,Master or equivalent,Female,Yes,Married,60,\N,2,7,2,Non-technology Related Job,80,PA,44,212,No,No,0.81,6255,1042,0,2015,2 -16,89949,0.04,0.01,4251050324,3494,Yes,PhD or equivalent,Male,Yes,Married,118,\N,3,4,21,Others,252,SC,241,227,No,No,0.26,2571,514,1,2015,1 -16,89949,0.04,0.01,4251050324,3494,Yes,PhD or equivalent,Male,Yes,Married,118,\N,3,4,21,Others,252,SC,241,227,No,No,0.26,1069,356,1,2015,2 -16,89949,0.04,0.01,4251050324,3494,Yes,PhD or equivalent,Male,Yes,Married,118,\N,3,4,21,Others,252,SC,241,227,No,No,0.26,796,796,1,2015,3 -32,87978,0.06,0.03,4251047405,3495,Yes,High School or below,Male,Yes,Married,5,\N,2,2,61,Non-technology Related Job,112,CO,245,87,No,No,0.47,2962,740,1,2015,1 -32,87978,0.06,0.03,4251047405,3495,Yes,High School or below,Male,Yes,Married,5,\N,2,2,61,Non-technology Related Job,112,CO,245,87,No,No,0.47,4151,830,1,2015,2 -62,198878,0.04,0.03,4251033782,3496,Yes,High School or below,Female,Yes,Married,63,\N,3,7,80,Others,285,DE,442,102,No,No,0.93,3244,648,0,2015,1 -62,198878,0.04,0.03,4251033782,3496,Yes,High School or below,Female,Yes,Married,63,\N,3,7,80,Others,285,DE,442,102,No,No,0.93,1840,460,0,2015,2 -78,196907,0.06,0.01,4251066754,3497,Yes,High School or below,Male,No,Single,71,\N,2,5,20,Non-technology Related Job,145,MO,445,212,No,No,0.14,6340,576,0,2015,1 -78,196907,0.06,0.01,4251066754,3497,Yes,High School or below,Male,No,Single,71,\N,2,5,20,Non-technology Related Job,145,MO,445,212,No,No,0.14,5425,775,0,2015,2 -40,57807,0.04,0.01,4251069196,3498,Yes,High School or below,Female,Yes,Single,9,\N,3,2,38,Others,317,NE,142,227,No,Yes,0.6,2645,881,0,2015,1 -40,57807,0.04,0.01,4251069196,3498,Yes,High School or below,Female,Yes,Single,9,\N,3,2,38,Others,317,NE,142,227,No,Yes,0.6,1118,559,0,2015,2 -56,55836,0.06,0.03,4251014779,3499,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,1,0,79,Non-technology Related Job,177,UT,145,87,No,No,0.81,4107,684,0,2015,1 -56,55836,0.06,0.03,4251014779,3499,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,1,0,79,Non-technology Related Job,177,UT,145,87,No,No,0.81,2921,973,0,2015,2 -19,166737,0.05,0.03,4251046615,3500,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,3,5,97,Others,350,VA,342,102,No,No,0.26,3450,690,0,2015,1 -19,166737,0.05,0.03,4251046615,3500,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,3,5,97,Others,350,VA,342,102,No,No,0.26,3748,937,0,2015,2 -19,166737,0.05,0.03,4251046615,3500,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,3,5,97,Others,350,VA,342,102,No,No,0.26,226,226,0,2015,3 -34,164766,0.07,0.01,4251045001,3501,Yes,Master or equivalent,Male,Yes,Married,82,\N,1,3,38,Non-technology Related Job,210,IL,346,212,No,No,0.47,3561,1187,0,2015,1 -34,164766,0.07,0.01,4251045001,3501,Yes,Master or equivalent,Male,Yes,Married,82,\N,1,3,38,Non-technology Related Job,210,IL,346,212,No,No,0.47,4127,825,0,2015,2 -65,25666,0.05,0.01,4251063012,3502,No,Master or equivalent,Female,No,Married,20,\N,2,1,56,Others,382,IN,43,227,No,No,0.93,1557,778,0,2015,1 -65,25666,0.05,0.01,4251063012,3502,No,Master or equivalent,Female,No,Married,20,\N,2,1,56,Others,382,IN,43,227,No,No,0.93,1879,939,0,2015,2 -13,23695,0.07,0.02,4251079831,3503,Yes,High School or below,Male,Yes,Single,27,\N,1,6,97,Non-technology Related Job,242,NM,46,87,No,No,0.14,5331,761,0,2015,1 -13,23695,0.07,0.02,4251079831,3503,Yes,High School or below,Male,Yes,Single,27,\N,1,6,97,Non-technology Related Job,242,NM,46,87,No,No,0.14,4477,447,0,2015,2 -43,134596,0.05,0.03,4251091765,3504,Yes,High School or below,Female,Yes,Single,85,\N,2,4,15,Others,415,NC,243,102,No,No,0.6,2958,739,0,2015,1 -43,134596,0.05,0.03,4251091765,3504,Yes,High School or below,Female,Yes,Single,85,\N,2,4,15,Others,415,NC,243,102,No,No,0.6,1865,621,0,2015,2 -59,132624,0.07,0,4251015056,3505,Yes,High School or below,Female,Yes,Single,92,\N,0,1,56,Non-technology Related Job,275,WY,246,212,No,Yes,0.81,2237,559,0,2015,1 -59,132624,0.07,0,4251015056,3505,Yes,High School or below,Female,Yes,Single,92,\N,0,1,56,Non-technology Related Job,275,WY,246,212,No,Yes,0.81,7060,706,0,2015,2 -21,243525,0.05,0.01,4251095645,3506,Yes,High School or below,Male,Yes,Single,30,\N,2,7,74,Others,447,AK,443,227,No,No,0.27,9184,918,0,2015,1 -21,243525,0.05,0.01,4251095645,3506,Yes,High School or below,Male,Yes,Single,30,\N,2,7,74,Others,447,AK,443,227,No,No,0.27,4803,686,0,2015,2 -37,241554,0.07,0.02,4251086432,3507,Yes,Bachelor or equivalent,Male,Yes,Married,38,\N,0,4,15,Non-technology Related Job,307,ME,447,87,No,No,0.48,3335,667,0,2015,1 -37,241554,0.07,0.02,4251086432,3507,Yes,Bachelor or equivalent,Male,Yes,Married,38,\N,0,4,15,Non-technology Related Job,307,ME,447,87,No,No,0.48,5456,779,0,2015,2 -68,102454,0.06,0.03,4251095027,3508,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,1,2,33,Others,480,MD,144,102,Yes,No,0.93,3844,549,0,2015,1 -68,102454,0.06,0.03,4251095027,3508,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,1,2,33,Others,480,MD,144,102,Yes,No,0.93,913,182,0,2015,2 -15,100483,0,0,4251069676,3509,Yes,Master or equivalent,Male,Yes,Single,103,\N,0,7,74,Non-technology Related Job,340,OR,147,212,No,No,0.14,2256,1128,0,2015,1 -15,100483,0,0,4251069676,3509,Yes,Master or equivalent,Male,Yes,Single,103,\N,0,7,74,Non-technology Related Job,340,OR,147,212,No,No,0.14,3450,690,0,2015,2 -46,211384,0.06,0.01,4251037656,3510,Yes,Master or equivalent,Female,Yes,Married,41,\N,1,5,92,Others,12,RI,344,227,No,No,0.6,3874,553,0,2015,1 -46,211384,0.06,0.01,4251037656,3510,Yes,Master or equivalent,Female,Yes,Married,41,\N,1,5,92,Others,12,RI,344,227,No,No,0.6,4652,775,0,2015,2 -62,209413,0,0.02,4251070821,3511,Yes,High School or below,Female,No,Single,49,\N,0,2,32,Non-technology Related Job,373,CO,347,87,No,No,0.81,2959,986,0,2015,1 -62,209413,0,0.02,4251070821,3511,Yes,High School or below,Female,No,Single,49,\N,0,2,32,Non-technology Related Job,373,CO,347,87,No,No,0.81,2516,629,0,2015,2 -24,70313,0.06,0.03,4251096522,3512,Yes,High School or below,Male,Yes,Single,107,\N,1,0,51,Others,45,DE,44,102,No,No,0.27,4129,1376,0,2015,1 -24,70313,0.06,0.03,4251096522,3512,Yes,High School or below,Male,Yes,Single,107,\N,1,0,51,Others,45,DE,44,102,No,No,0.27,3417,683,0,2015,2 -12,12399,0.06,0,4251038769,3513,Yes,High School or below,Female,Yes,Single,27,\N,3,2,42,Non-technology Related Job,409,IA,450,232,No,No,0.55,2324,774,0,2015,1 -12,12399,0.06,0,4251038769,3513,Yes,High School or below,Female,Yes,Single,27,\N,3,2,42,Non-technology Related Job,409,IA,450,232,No,No,0.55,5243,749,0,2015,2 -42,123299,0.04,0,4251065757,3514,Yes,High School or below,Male,Yes,Single,85,\N,1,7,61,Others,81,KY,147,247,No,Yes,0.01,2035,678,0,2015,1 -42,123299,0.04,0,4251065757,3514,Yes,High School or below,Male,Yes,Single,85,\N,1,7,61,Others,81,KY,147,247,No,Yes,0.01,3287,821,0,2015,2 -58,121328,0.06,0.02,4251091386,3515,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,3,5,1,Non-technology Related Job,441,ND,150,107,No,No,0.22,9824,818,0,2015,1 -58,121328,0.06,0.02,4251091386,3515,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,3,5,1,Non-technology Related Job,441,ND,150,107,No,No,0.22,4092,818,0,2015,2 -20,232229,0.04,0.02,4251016804,3516,Yes,Bachelor or equivalent,Female,No,Single,30,\N,0,3,20,Others,114,OK,347,122,No,No,0.68,3484,871,0,2015,1 -20,232229,0.04,0.02,4251016804,3516,Yes,Bachelor or equivalent,Female,No,Single,30,\N,0,3,20,Others,114,OK,347,122,No,No,0.68,3474,868,0,2015,2 -36,230258,0.06,0,4251089914,3517,Yes,Bachelor or equivalent,Male,No,Married,38,\N,3,0,60,Non-technology Related Job,474,AZ,350,232,No,No,0.89,3728,1242,0,2015,1 -36,230258,0.06,0,4251089914,3517,Yes,Bachelor or equivalent,Male,No,Married,38,\N,3,0,60,Non-technology Related Job,474,AZ,350,232,No,No,0.89,2151,537,0,2015,2 -67,91158,0.04,0,4251079764,3518,Yes,Master or equivalent,Female,Yes,Married,96,\N,0,6,79,Others,146,CA,47,247,No,No,0.34,1920,480,0,2015,1 -67,91158,0.04,0,4251079764,3518,Yes,Master or equivalent,Female,Yes,Married,96,\N,0,6,79,Others,146,CA,47,247,No,No,0.34,2846,948,0,2015,2 -15,89187,0.06,0.02,4251017250,3519,Yes,High School or below,Female,Yes,Single,103,\N,3,3,19,Non-technology Related Job,7,MA,51,107,No,No,0.55,3868,644,0,2015,1 -15,89187,0.06,0.02,4251017250,3519,Yes,High School or below,Female,Yes,Single,103,\N,3,3,19,Non-technology Related Job,7,MA,51,107,No,No,0.55,2834,944,0,2015,2 -45,200087,0.05,0.02,4251028848,3520,Yes,High School or below,Male,Yes,Single,41,\N,0,1,38,Others,179,MN,248,122,No,No,0.01,912,304,0,2015,1 -45,200087,0.05,0.02,4251028848,3520,Yes,High School or below,Male,Yes,Single,41,\N,0,1,38,Others,179,MN,248,122,No,No,0.01,5123,731,0,2015,2 -61,198116,0.07,0,4251023438,3521,Yes,High School or below,Female,Yes,Single,48,\N,2,6,78,Non-technology Related Job,39,SC,251,232,No,No,0.22,8603,1075,0,2015,1 -61,198116,0.07,0,4251023438,3521,Yes,High School or below,Female,Yes,Single,48,\N,2,6,78,Non-technology Related Job,39,SC,251,232,No,No,0.22,1589,794,0,2015,2 -23,59017,0.05,0,4251099334,3522,Yes,High School or below,Male,No,Single,106,\N,3,4,97,Others,212,TN,448,247,No,No,0.68,4908,490,0,2015,1 -23,59017,0.05,0,4251099334,3522,Yes,High School or below,Male,No,Single,106,\N,3,4,97,Others,212,TN,448,247,No,No,0.68,5081,846,0,2015,2 -39,57046,0.07,0.02,4251071688,3523,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,2,1,37,Non-technology Related Job,72,FL,451,107,No,Yes,0.89,7610,845,0,2015,1 -39,57046,0.07,0.02,4251071688,3523,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,2,1,37,Non-technology Related Job,72,FL,451,107,No,Yes,0.89,1852,617,0,2015,2 -39,57046,0.07,0.02,4251071688,3523,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,2,1,37,Non-technology Related Job,72,FL,451,107,No,Yes,0.89,909,909,0,2015,3 -70,167946,0.05,0.02,4251070673,3524,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,3,7,55,Others,244,HI,148,122,No,No,0.34,2964,494,0,2015,2 -17,165975,0.07,0,4251054553,3525,Yes,Bachelor or equivalent,Female,No,Single,59,\N,2,4,96,Non-technology Related Job,104,NE,152,232,No,No,0.55,6129,875,0,2015,1 -17,165975,0.07,0,4251054553,3525,Yes,Bachelor or equivalent,Female,No,Single,59,\N,2,4,96,Non-technology Related Job,104,NE,152,232,No,No,0.55,2552,425,0,2015,2 -48,26876,0.05,0,4251029715,3526,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,3,2,14,Others,277,NH,349,247,No,No,0.01,4997,713,0,2015,2 -64,24905,0.07,0.02,4251091974,3527,Yes,PhD or equivalent,Female,Yes,Single,5,\N,1,7,55,Non-technology Related Job,137,VA,352,107,No,No,0.22,3647,607,0,2015,1 -64,24905,0.07,0.02,4251091974,3527,Yes,PhD or equivalent,Female,Yes,Single,5,\N,1,7,55,Non-technology Related Job,137,VA,352,107,No,No,0.22,4895,543,0,2015,2 -26,135805,0.06,0.02,4251095293,3528,Yes,High School or below,Male,Yes,Single,63,\N,3,5,73,Others,309,WV,49,122,No,No,0.68,9212,837,0,2015,1 -26,135805,0.06,0.02,4251095293,3528,Yes,High School or below,Male,Yes,Single,63,\N,3,5,73,Others,309,WV,49,122,No,No,0.68,5030,1006,0,2015,2 -42,133834,0,0,4251080055,3529,Yes,High School or below,Male,Yes,Married,70,\N,1,2,14,Non-technology Related Job,169,IA,52,232,No,No,0.89,1266,1266,1,2015,1 -42,133834,0,0,4251080055,3529,Yes,High School or below,Male,Yes,Married,70,\N,1,2,14,Non-technology Related Job,169,IA,52,232,No,No,0.89,3630,726,1,2015,2 -72,244734,0.06,0,4251088025,3530,Yes,High School or below,Female,No,Married,8,\N,2,0,32,Others,342,KY,249,247,No,No,0.34,1835,305,0,2015,1 -72,244734,0.06,0,4251088025,3530,Yes,High School or below,Female,No,Married,8,\N,2,0,32,Others,342,KY,249,247,No,No,0.34,5556,793,0,2015,2 -20,242763,0,0.01,4251020156,3531,Yes,High School or below,Female,No,Single,15,\N,1,5,73,Non-technology Related Job,202,NC,253,107,Yes,No,0.56,2279,569,0,2015,1 -20,242763,0,0.01,4251020156,3531,Yes,High School or below,Female,No,Single,15,\N,1,5,73,Non-technology Related Job,202,NC,253,107,Yes,No,0.56,6828,975,0,2015,2 -51,103664,0.06,0.02,4251088630,3532,No,Bachelor or equivalent,Male,Yes,Married,73,\N,2,3,91,Others,374,OH,450,122,No,No,0.01,7702,770,0,2015,1 -51,103664,0.06,0.02,4251088630,3532,No,Bachelor or equivalent,Male,Yes,Married,73,\N,2,3,91,Others,374,OH,450,122,No,No,0.01,6783,753,0,2015,2 -66,101693,0,0.03,4251095550,3533,Yes,Bachelor or equivalent,Female,Yes,Single,81,\N,1,1,32,Non-technology Related Job,234,AK,453,232,No,No,0.22,2115,528,0,2015,1 -66,101693,0,0.03,4251095550,3533,Yes,Bachelor or equivalent,Female,Yes,Single,81,\N,1,1,32,Non-technology Related Job,234,AK,453,232,No,No,0.22,4657,931,0,2015,2 -29,212593,0.06,0,4251033679,3534,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,2,6,50,Others,407,AR,150,247,No,No,0.68,4701,671,1,2015,1 -29,212593,0.06,0,4251033679,3534,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,2,6,50,Others,407,AR,150,247,No,No,0.68,5506,1101,1,2015,2 -45,210622,0,0.01,4251030638,3535,Yes,Master or equivalent,Male,Yes,Married,26,\N,0,4,91,Non-technology Related Job,267,MA,153,107,No,No,0.89,3880,970,0,2015,1 -45,210622,0,0.01,4251030638,3535,Yes,Master or equivalent,Male,Yes,Married,26,\N,0,4,91,Non-technology Related Job,267,MA,153,107,No,No,0.89,946,946,0,2015,2 -45,210622,0,0.01,4251030638,3535,Yes,Master or equivalent,Male,Yes,Married,26,\N,0,4,91,Non-technology Related Job,267,MA,153,107,No,No,0.89,655,655,0,2015,3 -75,71522,0.07,0.02,4251045478,3536,Yes,PhD or equivalent,Female,No,Married,84,\N,2,1,9,Others,439,MN,350,122,No,Yes,0.35,9519,951,0,2015,1 -75,71522,0.07,0.02,4251045478,3536,Yes,PhD or equivalent,Female,No,Married,84,\N,2,1,9,Others,439,MN,350,122,No,Yes,0.35,728,728,0,2015,2 -23,69551,0.01,0.03,4251065962,3537,Yes,High School or below,Female,Yes,Married,92,\N,0,7,49,Non-technology Related Job,300,RI,354,232,No,No,0.56,2328,582,0,2015,1 -23,69551,0.01,0.03,4251065962,3537,Yes,High School or below,Female,Yes,Married,92,\N,0,7,49,Non-technology Related Job,300,RI,354,232,No,No,0.56,5186,740,0,2015,2 -53,180452,0.07,0,4251071907,3538,Yes,High School or below,Male,Yes,Married,29,\N,1,4,68,Others,472,SD,50,247,No,No,0.01,1419,354,0,2015,1 -53,180452,0.07,0,4251071907,3538,Yes,High School or below,Male,Yes,Married,29,\N,1,4,68,Others,472,SD,50,247,No,No,0.01,2217,369,0,2015,2 -69,178481,0.01,0.01,4251062158,3539,Yes,High School or below,Female,Yes,Single,37,\N,0,2,8,Non-technology Related Job,332,DE,54,107,No,No,0.22,1700,425,0,2015,1 -69,178481,0.01,0.01,4251062158,3539,Yes,High School or below,Female,Yes,Single,37,\N,0,2,8,Non-technology Related Job,332,DE,54,107,No,No,0.22,1153,576,0,2015,2 -32,39381,0.07,0.02,4251019209,3540,Yes,High School or below,Male,Yes,Single,95,\N,1,7,27,Others,5,GA,251,122,No,No,0.68,2956,591,0,2015,1 -32,39381,0.07,0.02,4251019209,3540,Yes,High School or below,Male,Yes,Single,95,\N,1,7,27,Others,5,GA,251,122,No,No,0.68,2387,596,0,2015,2 -32,39381,0.07,0.02,4251019209,3540,Yes,High School or below,Male,Yes,Single,95,\N,1,7,27,Others,5,GA,251,122,No,No,0.68,35,35,0,2015,3 -47,37410,0.01,0.03,4251048487,3541,Yes,Bachelor or equivalent,Male,Yes,Married,102,\N,0,5,67,Non-technology Related Job,365,NE,254,232,No,No,0.89,2592,518,0,2015,1 -47,37410,0.01,0.03,4251048487,3541,Yes,Bachelor or equivalent,Male,Yes,Married,102,\N,0,5,67,Non-technology Related Job,365,NE,254,232,No,No,0.89,4358,622,0,2015,2 -78,148311,0.07,0,4251044735,3542,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,1,2,86,Others,37,NH,451,247,No,No,0.35,3711,742,1,2015,1 -78,148311,0.07,0,4251044735,3542,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,1,2,86,Others,37,NH,451,247,No,No,0.35,6504,813,1,2015,2 -26,146339,0.01,0.01,4251066421,3543,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,0,26,Non-technology Related Job,397,VT,454,107,No,No,0.56,4103,820,0,2015,1 -26,146339,0.01,0.01,4251066421,3543,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,0,26,Non-technology Related Job,397,VT,454,107,No,No,0.56,9356,850,0,2015,2 -56,7240,0,0.02,4251088269,3544,Yes,Master or equivalent,Male,No,Married,106,\N,0,6,45,Others,70,WA,151,122,No,No,0.01,4929,616,0,2015,1 -56,7240,0,0.02,4251088269,3544,Yes,Master or equivalent,Male,No,Married,106,\N,0,6,45,Others,70,WA,151,122,No,No,0.01,3930,786,0,2015,2 -72,5269,0.02,0.03,4251009346,3545,Yes,High School or below,Female,No,Single,113,\N,3,3,85,Non-technology Related Job,430,IN,155,232,No,Yes,0.23,5344,890,0,2015,1 -72,5269,0.02,0.03,4251009346,3545,Yes,High School or below,Female,No,Single,113,\N,3,3,85,Non-technology Related Job,430,IN,155,232,No,Yes,0.23,3725,931,0,2015,2 -34,116169,0,0,4251015979,3546,Yes,High School or below,Male,Yes,Single,51,\N,0,1,4,Others,102,KS,352,247,No,No,0.68,806,403,0,2015,1 -34,116169,0,0,4251015979,3546,Yes,High School or below,Male,Yes,Single,51,\N,0,1,4,Others,102,KS,352,247,No,No,0.68,3679,735,0,2015,2 -50,114198,0.02,0.01,4251030169,3547,Yes,High School or below,Male,Yes,Single,58,\N,3,6,44,Non-technology Related Job,462,NC,355,107,No,No,0.89,5487,1097,0,2015,1 -50,114198,0.02,0.01,4251030169,3547,Yes,High School or below,Male,Yes,Single,58,\N,3,6,44,Non-technology Related Job,462,NC,355,107,No,No,0.89,1013,1013,0,2015,2 -13,225099,0,0.02,4251020239,3548,Yes,High School or below,Female,Yes,Single,116,\N,0,4,63,Others,135,OH,52,122,Yes,No,0.35,5940,660,1,2015,1 -13,225099,0,0.02,4251020239,3548,Yes,High School or below,Female,Yes,Single,116,\N,0,4,63,Others,135,OH,52,122,Yes,No,0.35,3967,991,1,2015,2 -29,223128,0.02,0.03,4251009751,3549,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,2,1,3,Non-technology Related Job,495,AK,55,232,No,No,0.56,2555,638,0,2015,1 -29,223128,0.02,0.03,4251009751,3549,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,2,1,3,Non-technology Related Job,495,AK,55,232,No,No,0.56,2985,746,0,2015,2 -59,84028,0,0,4251065151,3550,Yes,Bachelor or equivalent,Male,No,Married,62,\N,0,7,22,Others,167,AZ,252,247,No,No,0.02,1186,593,0,2015,1 -59,84028,0,0,4251065151,3550,Yes,Bachelor or equivalent,Male,No,Married,62,\N,0,7,22,Others,167,AZ,252,247,No,No,0.02,3931,982,0,2015,2 -59,84028,0,0,4251065151,3550,Yes,Bachelor or equivalent,Male,No,Married,62,\N,0,7,22,Others,167,AZ,252,247,No,No,0.02,844,844,0,2015,3 -75,82057,0.02,0.01,4251078315,3551,Yes,Master or equivalent,Female,Yes,Single,69,\N,2,4,62,Non-technology Related Job,27,MD,256,107,No,No,0.23,6638,663,0,2015,1 -75,82057,0.02,0.01,4251078315,3551,Yes,Master or equivalent,Female,Yes,Single,69,\N,2,4,62,Non-technology Related Job,27,MD,256,107,No,No,0.23,4335,722,0,2015,2 -37,192957,0.01,0.02,4251030527,3552,Yes,Master or equivalent,Male,Yes,Married,7,\N,3,2,80,Others,200,MI,453,122,No,No,0.68,1405,351,1,2015,1 -37,192957,0.01,0.02,4251030527,3552,Yes,Master or equivalent,Male,Yes,Married,7,\N,3,2,80,Others,200,MI,453,122,No,No,0.68,1465,732,1,2015,2 -37,192957,0.01,0.02,4251030527,3552,Yes,Master or equivalent,Male,Yes,Married,7,\N,3,2,80,Others,200,MI,453,122,No,No,0.68,1141,1141,1,2015,3 -53,190986,0.03,0.03,4251080357,3553,Yes,High School or below,Male,Yes,Single,15,\N,2,7,21,Non-technology Related Job,60,RI,456,232,No,No,0.89,1444,722,0,2015,1 -53,190986,0.03,0.03,4251080357,3553,Yes,High School or below,Male,Yes,Single,15,\N,2,7,21,Non-technology Related Job,60,RI,456,232,No,No,0.89,5551,793,0,2015,2 -15,51887,0.01,0,4251013447,3554,Yes,High School or below,Female,Yes,Single,73,\N,3,5,39,Others,232,SD,153,247,No,No,0.35,4086,681,1,2015,1 -15,51887,0.01,0,4251013447,3554,Yes,High School or below,Female,Yes,Single,73,\N,3,5,39,Others,232,SD,153,247,No,No,0.35,5446,680,1,2015,2 -31,49916,0.03,0.01,4251097747,3555,Yes,High School or below,Male,Yes,Married,80,\N,2,2,80,Non-technology Related Job,93,DE,156,107,No,No,0.56,7151,794,0,2015,1 -31,49916,0.03,0.01,4251097747,3555,Yes,High School or below,Male,Yes,Married,80,\N,2,2,80,Non-technology Related Job,93,DE,156,107,No,No,0.56,4047,809,0,2015,2 -62,160816,0.01,0.02,4251068946,3556,Yes,High School or below,Female,Yes,Married,18,\N,3,0,98,Others,265,FL,353,122,No,No,0.02,3141,785,0,2015,1 -62,160816,0.01,0.02,4251068946,3556,Yes,High School or below,Female,Yes,Married,18,\N,3,0,98,Others,265,FL,353,122,No,No,0.02,1683,420,0,2015,2 -78,158845,0.03,0.03,4251009110,3557,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,1,5,39,Non-technology Related Job,125,MT,357,232,No,No,0.23,2261,753,1,2015,1 -78,158845,0.03,0.03,4251009110,3557,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,1,5,39,Non-technology Related Job,125,MT,357,232,No,No,0.23,2006,668,1,2015,2 -78,158845,0.03,0.03,4251009110,3557,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,1,5,39,Non-technology Related Job,125,MT,357,232,No,No,0.23,968,968,1,2015,3 -40,19745,0.01,0,4251098780,3558,Yes,Bachelor or equivalent,Male,Yes,Married,83,\N,3,3,57,Others,298,NV,54,247,No,Yes,0.68,5591,698,0,2015,1 -40,19745,0.01,0,4251098780,3558,Yes,Bachelor or equivalent,Male,Yes,Married,83,\N,3,3,57,Others,298,NV,54,247,No,Yes,0.68,92,92,0,2015,2 -56,17774,0.03,0.01,4251067218,3559,Yes,Bachelor or equivalent,Male,No,Single,91,\N,1,0,98,Non-technology Related Job,158,VT,57,107,No,No,0.89,1521,507,0,2015,1 -56,17774,0.03,0.01,4251067218,3559,Yes,Bachelor or equivalent,Male,No,Single,91,\N,1,0,98,Non-technology Related Job,158,VT,57,107,No,No,0.89,2013,503,0,2015,2 -18,128675,0.02,0.02,4251079958,3560,Yes,Master or equivalent,Female,Yes,Single,29,\N,2,6,16,Others,330,WA,254,122,No,No,0.35,4995,713,0,2015,1 -18,128675,0.02,0.02,4251079958,3560,Yes,Master or equivalent,Female,Yes,Single,29,\N,2,6,16,Others,330,WA,254,122,No,No,0.35,706,706,0,2015,2 -34,126704,0.04,0.03,4251042667,3561,Yes,High School or below,Male,Yes,Married,36,\N,1,4,57,Others,190,IN,257,232,No,No,0.56,5219,745,0,2015,1 -34,126704,0.04,0.03,4251042667,3561,Yes,High School or below,Male,Yes,Married,36,\N,1,4,57,Others,190,IN,257,232,No,No,0.56,3118,519,0,2015,2 -65,237604,0.02,0,4251015807,3562,Yes,High School or below,Female,Yes,Single,94,\N,2,1,75,Others,363,IA,454,247,No,No,0.02,6662,740,1,2015,1 -65,237604,0.02,0,4251015807,3562,Yes,High School or below,Female,Yes,Single,94,\N,2,1,75,Others,363,IA,454,247,No,No,0.02,2985,597,1,2015,2 -12,235633,0.04,0.01,4251053909,3563,Yes,High School or below,Female,Yes,Married,102,\N,0,7,16,Others,223,NY,457,107,No,No,0.23,4615,923,0,2015,1 -12,235633,0.04,0.01,4251053909,3563,Yes,High School or below,Female,Yes,Married,102,\N,0,7,16,Others,223,NY,457,107,No,No,0.23,2194,731,0,2015,2 -12,235633,0.04,0.01,4251053909,3563,Yes,High School or below,Female,Yes,Married,102,\N,0,7,16,Others,223,NY,457,107,No,No,0.23,169,169,0,2015,3 -43,96534,0.02,0.02,4251069646,3564,Yes,High School or below,Male,No,Married,39,\N,2,4,34,Others,395,ND,154,122,No,No,0.69,1679,559,0,2015,1 -43,96534,0.02,0.02,4251069646,3564,Yes,High School or below,Male,No,Married,39,\N,2,4,34,Others,395,ND,154,122,No,No,0.69,3844,640,0,2015,2 -43,96534,0.02,0.02,4251069646,3564,Yes,High School or below,Male,No,Married,39,\N,2,4,34,Others,395,ND,154,122,No,No,0.69,930,930,0,2015,3 -59,94563,0.04,0.03,4251012186,3565,Yes,High School or below,Male,Yes,Single,47,\N,0,2,74,Others,255,AL,158,231,No,No,0.9,3596,899,0,2015,1 -59,94563,0.04,0.03,4251012186,3565,Yes,High School or below,Male,Yes,Single,47,\N,0,2,74,Others,255,AL,158,231,No,No,0.9,6966,870,0,2015,2 -21,205463,0.02,0,4251053191,3566,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,1,7,93,Others,428,AZ,355,246,No,No,0.35,687,229,0,2015,1 -21,205463,0.02,0,4251053191,3566,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,1,7,93,Others,428,AZ,355,246,No,No,0.35,1358,271,0,2015,2 -37,203492,0.04,0.01,4251063565,3567,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,0,5,33,Others,288,MD,358,106,No,Yes,0.56,7884,716,0,2015,1 -37,203492,0.04,0.01,4251063565,3567,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,0,5,33,Others,288,MD,358,106,No,Yes,0.56,2313,385,0,2015,2 -67,64392,0.03,0.02,4251050043,3568,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,1,2,52,Others,460,MA,55,121,No,No,0.02,5212,868,0,2015,1 -67,64392,0.03,0.02,4251050043,3568,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,1,2,52,Others,460,MA,55,121,No,No,0.02,3239,647,0,2015,2 -15,62421,0.05,0.03,4251028446,3569,Yes,PhD or equivalent,Female,Yes,Married,58,\N,0,0,92,Others,320,PA,58,231,No,No,0.23,3408,681,0,2015,1 -15,62421,0.05,0.03,4251028446,3569,Yes,PhD or equivalent,Female,Yes,Married,58,\N,0,0,92,Others,320,PA,58,231,No,No,0.23,5431,775,0,2015,2 -46,173322,0.03,0,4251051592,3570,Yes,High School or below,Male,Yes,Married,116,\N,1,5,11,Others,493,SC,255,246,No,No,0.69,12514,834,0,2015,1 -46,173322,0.03,0,4251051592,3570,Yes,High School or below,Male,Yes,Married,116,\N,1,5,11,Others,493,SC,255,246,No,No,0.69,3596,719,0,2015,2 -46,173322,0.03,0,4251051592,3570,Yes,High School or below,Male,Yes,Married,116,\N,1,5,11,Others,493,SC,255,246,No,No,0.69,1063,1063,0,2015,3 -61,171351,0.05,0.01,4251080722,3571,Yes,High School or below,Male,Yes,Single,3,\N,3,3,51,Others,353,CT,259,106,No,No,0.9,2505,626,0,2015,1 -61,171351,0.05,0.01,4251080722,3571,Yes,High School or below,Male,Yes,Single,3,\N,3,3,51,Others,353,CT,259,106,No,No,0.9,4214,602,0,2015,2 -24,32251,0.03,0.02,4251099396,3572,Yes,High School or below,Female,Yes,Married,61,\N,1,1,70,Others,25,FL,456,121,No,No,0.35,3146,786,0,2015,1 -24,32251,0.03,0.02,4251099396,3572,Yes,High School or below,Female,Yes,Married,61,\N,1,1,70,Others,25,FL,456,121,No,No,0.35,2765,691,0,2015,2 -40,30280,0.05,0.03,4251064202,3573,Yes,High School or below,Male,No,Single,68,\N,3,6,10,Others,386,MT,459,231,Yes,No,0.56,8070,896,1,2015,1 -40,30280,0.05,0.03,4251064202,3573,Yes,High School or below,Male,No,Single,68,\N,3,6,10,Others,386,MT,459,231,Yes,No,0.56,4325,865,1,2015,2 -70,141180,0.03,0,4251025794,3574,Yes,High School or below,Female,Yes,Single,6,\N,0,4,29,Others,58,NE,156,246,No,No,0.02,4345,724,1,2015,1 -70,141180,0.03,0,4251025794,3574,Yes,High School or below,Female,Yes,Single,6,\N,0,4,29,Others,58,NE,156,246,No,No,0.02,5632,804,1,2015,2 -18,139209,0.05,0.01,4251041535,3575,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,3,1,69,Others,418,UT,159,106,No,No,0.23,4780,597,0,2015,1 -18,139209,0.05,0.01,4251041535,3575,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,3,1,69,Others,418,UT,159,106,No,No,0.23,6425,1070,0,2015,2 -48,110,0.04,0.02,4251092252,3576,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,0,7,88,Others,91,VA,356,121,No,No,0.69,8362,836,0,2015,1 -48,110,0.04,0.02,4251092252,3576,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,0,7,88,Others,91,VA,356,121,No,No,0.69,6452,921,0,2015,2 -64,248139,0.06,0.03,4251049004,3577,Yes,Master or equivalent,Male,Yes,Married,79,\N,3,4,28,Others,451,IL,360,231,No,No,0.9,3680,920,0,2015,1 -64,248139,0.06,0.03,4251049004,3577,Yes,Master or equivalent,Male,Yes,Married,79,\N,3,4,28,Others,451,IL,360,231,No,No,0.9,3705,926,0,2015,2 -27,109039,0.04,0,4251050181,3578,No,PhD or equivalent,Female,No,Married,17,\N,0,2,47,Others,123,IA,57,246,No,No,0.35,1384,461,0,2015,1 -27,109039,0.04,0,4251050181,3578,No,PhD or equivalent,Female,No,Married,17,\N,0,2,47,Others,123,IA,57,246,No,No,0.35,3350,478,0,2015,2 -43,107068,0.06,0.01,4251029456,3579,Yes,High School or below,Male,No,Single,25,\N,2,7,87,Others,483,NY,60,106,No,No,0.57,5591,698,0,2015,1 -43,107068,0.06,0.01,4251029456,3579,Yes,High School or below,Male,No,Single,25,\N,2,7,87,Others,483,NY,60,106,No,No,0.57,1617,404,0,2015,2 -43,107068,0.06,0.01,4251029456,3579,Yes,High School or below,Male,No,Single,25,\N,2,7,87,Others,483,NY,60,106,No,No,0.57,1304,652,0,2015,3 -73,217969,0.04,0.02,4251074533,3580,Yes,High School or below,Female,Yes,Single,83,\N,0,5,5,Others,156,NC,257,121,No,Yes,0.02,3003,600,0,2015,1 -73,217969,0.04,0.02,4251074533,3580,Yes,High School or below,Female,Yes,Single,83,\N,0,5,5,Others,156,NC,257,121,No,Yes,0.02,3118,623,0,2015,2 -21,215997,0.06,0.03,4251011059,3581,Yes,High School or below,Female,Yes,Married,90,\N,2,2,46,Others,16,WY,260,231,No,No,0.23,5325,887,0,2015,1 -21,215997,0.06,0.03,4251011059,3581,Yes,High School or below,Female,Yes,Married,90,\N,2,2,46,Others,16,WY,260,231,No,No,0.23,7896,987,0,2015,2 -51,76898,0.04,0,4251079734,3582,Yes,High School or below,Male,Yes,Single,28,\N,3,0,64,Others,188,AK,457,246,No,No,0.69,1719,573,1,2015,1 -51,76898,0.04,0,4251079734,3582,Yes,High School or below,Male,Yes,Single,28,\N,3,0,64,Others,188,AK,457,246,No,No,0.69,5861,651,1,2015,2 -51,76898,0.04,0,4251079734,3582,Yes,High School or below,Male,Yes,Single,28,\N,3,0,64,Others,188,AK,457,246,No,No,0.69,1100,550,1,2015,3 -67,74927,0.07,0.01,4251088881,3583,Yes,Bachelor or equivalent,Female,Yes,Married,35,\N,2,5,5,Others,48,ME,461,106,No,No,0.9,6741,963,0,2015,1 -67,74927,0.07,0.01,4251088881,3583,Yes,Bachelor or equivalent,Female,Yes,Married,35,\N,2,5,5,Others,48,ME,461,106,No,No,0.9,528,264,0,2015,2 -29,185827,0.05,0.02,4251062301,3584,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,3,3,23,Others,221,MA,157,121,No,No,0.36,1612,322,0,2015,1 -29,185827,0.05,0.02,4251062301,3584,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,3,3,23,Others,221,MA,157,121,No,No,0.36,6934,770,0,2015,2 -29,185827,0.05,0.02,4251062301,3584,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,3,3,23,Others,221,MA,157,121,No,No,0.36,477,477,0,2015,3 -45,183856,0.07,0.03,4251053145,3585,Yes,Master or equivalent,Male,Yes,Single,101,\N,1,0,64,Others,81,PA,161,231,No,No,0.57,2692,448,0,2015,1 -45,183856,0.07,0.03,4251053145,3585,Yes,Master or equivalent,Male,Yes,Single,101,\N,1,0,64,Others,81,PA,161,231,No,No,0.57,2423,484,0,2015,2 -76,44757,0.05,0,4251097452,3586,Yes,Master or equivalent,Female,Yes,Single,39,\N,3,6,82,Others,253,RI,358,246,No,No,0.02,1941,970,0,2015,1 -76,44757,0.05,0,4251097452,3586,Yes,Master or equivalent,Female,Yes,Single,39,\N,3,6,82,Others,253,RI,358,246,No,No,0.02,5465,780,0,2015,2 -24,42786,0.07,0.01,4251027424,3587,Yes,High School or below,Female,No,Single,46,\N,1,3,23,Others,114,CO,361,106,No,No,0.23,3410,1136,0,2015,1 -24,42786,0.07,0.01,4251027424,3587,Yes,High School or below,Female,No,Single,46,\N,1,3,23,Others,114,CO,361,106,No,No,0.23,1851,617,0,2015,2 -54,153686,0.05,0.01,4251014993,3588,Yes,High School or below,Male,Yes,Single,104,\N,2,1,41,Others,286,DE,58,121,No,No,0.69,5915,985,0,2015,1 -54,153686,0.05,0.01,4251014993,3588,Yes,High School or below,Male,Yes,Single,104,\N,2,1,41,Others,286,DE,58,121,No,No,0.69,1275,637,0,2015,2 -70,151715,0.07,0.03,4251072023,3589,Yes,High School or below,Female,Yes,Married,112,\N,1,7,82,Others,146,MO,61,231,No,Yes,0.9,179,179,0,2015,1 -70,151715,0.07,0.03,4251072023,3589,Yes,High School or below,Female,Yes,Married,112,\N,1,7,82,Others,146,MO,61,231,No,Yes,0.9,2389,597,0,2015,2 -32,12615,0.05,0.03,4251052151,3590,Yes,High School or below,Male,Yes,Married,49,\N,2,4,0,Others,318,NE,258,246,No,No,0.36,2221,740,0,2015,1 -32,12615,0.05,0.03,4251052151,3590,Yes,High School or below,Male,Yes,Married,49,\N,2,4,0,Others,318,NE,258,246,No,No,0.36,814,407,0,2015,2 -48,10644,0,0.01,4251095952,3591,Yes,Bachelor or equivalent,Male,Yes,Single,57,\N,1,2,41,Others,179,UT,262,106,No,No,0.57,7127,593,0,2015,1 -48,10644,0,0.01,4251095952,3591,Yes,Bachelor or equivalent,Male,Yes,Single,57,\N,1,2,41,Others,179,UT,262,106,No,No,0.57,3457,576,0,2015,2 -79,121545,0.06,0.01,4251016550,3592,Yes,Bachelor or equivalent,Female,No,Single,115,\N,2,7,59,Others,351,VA,459,121,No,No,0.02,5608,801,0,2015,1 -79,121545,0.06,0.01,4251016550,3592,Yes,Bachelor or equivalent,Female,No,Single,115,\N,2,7,59,Others,351,VA,459,121,No,No,0.02,5877,979,0,2015,2 -26,119574,0,0.03,4251076778,3593,Yes,Master or equivalent,Female,No,Single,2,\N,0,5,0,Others,211,ID,462,231,No,No,0.24,3793,541,0,2015,1 -26,119574,0,0.03,4251076778,3593,Yes,Master or equivalent,Female,No,Single,2,\N,0,5,0,Others,211,ID,462,231,No,No,0.24,4469,893,0,2015,2 -57,230474,0.06,0.03,4251071219,3594,Yes,Master or equivalent,Male,Yes,Single,60,\N,2,2,18,Others,384,IN,159,246,No,No,0.69,2397,799,0,2015,1 -57,230474,0.06,0.03,4251071219,3594,Yes,Master or equivalent,Male,Yes,Single,60,\N,2,2,18,Others,384,IN,159,246,No,No,0.69,4210,701,0,2015,2 -73,228503,0,0.01,4251057554,3595,Yes,High School or below,Female,Yes,Married,68,\N,0,0,58,Others,244,NM,162,106,Yes,No,0.9,5285,1057,0,2015,1 -73,228503,0,0.01,4251057554,3595,Yes,High School or below,Female,Yes,Married,68,\N,0,0,58,Others,244,NM,162,106,Yes,No,0.9,2707,1353,0,2015,2 -35,89403,0.06,0.01,4251024344,3596,Yes,High School or below,Male,Yes,Married,6,\N,1,5,77,Others,416,NC,359,121,No,No,0.36,1646,823,0,2015,1 -35,89403,0.06,0.01,4251024344,3596,Yes,High School or below,Male,Yes,Married,6,\N,1,5,77,Others,416,NC,359,121,No,No,0.36,4241,605,0,2015,2 -51,87432,0,0.03,4251040701,3597,Yes,High School or below,Male,Yes,Single,13,\N,0,3,17,Others,276,WY,363,231,No,No,0.57,2840,946,0,2015,1 -51,87432,0,0.03,4251040701,3597,Yes,High School or below,Male,Yes,Single,13,\N,0,3,17,Others,276,WY,363,231,No,No,0.57,3549,887,0,2015,2 -13,198333,0.06,0.03,4251042061,3598,Yes,High School or below,Female,No,Married,71,\N,1,0,36,Others,449,AK,60,246,No,No,0.03,1403,467,0,2015,2 -29,196362,0.01,0.01,4251085719,3599,Yes,Bachelor or equivalent,Female,Yes,Single,78,\N,0,6,76,Others,309,LA,63,106,No,No,0.24,3990,798,0,2015,1 -29,196362,0.01,0.01,4251085719,3599,Yes,Bachelor or equivalent,Female,Yes,Single,78,\N,0,6,76,Others,309,LA,63,106,No,No,0.24,3144,628,0,2015,2 -60,57262,0.07,0.01,4251066128,3600,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,1,3,95,Others,481,MD,260,121,No,No,0.69,1446,482,0,2015,1 -60,57262,0.07,0.01,4251066128,3600,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,1,3,95,Others,481,MD,260,121,No,No,0.69,3197,799,0,2015,2 -75,55291,0.01,0.03,4251036245,3601,Yes,Bachelor or equivalent,Female,No,Married,24,\N,3,1,35,Others,341,OR,263,231,No,No,0.9,2646,661,0,2015,1 -75,55291,0.01,0.03,4251036245,3601,Yes,Bachelor or equivalent,Female,No,Married,24,\N,3,1,35,Others,341,OR,263,231,No,No,0.9,2165,721,0,2015,2 -38,166192,0.07,0.03,4251095044,3602,Yes,Master or equivalent,Male,Yes,Married,82,\N,1,7,54,Others,14,RI,460,246,No,Yes,0.36,5535,922,0,2015,1 -38,166192,0.07,0.03,4251095044,3602,Yes,Master or equivalent,Male,Yes,Married,82,\N,1,7,54,Others,14,RI,460,246,No,Yes,0.36,2519,629,0,2015,2 -54,164221,0.01,0.01,4251034718,3603,Yes,PhD or equivalent,Male,Yes,Married,89,\N,3,4,94,Others,374,CO,464,106,No,No,0.57,4367,727,0,2015,1 -54,164221,0.01,0.01,4251034718,3603,Yes,PhD or equivalent,Male,Yes,Married,89,\N,3,4,94,Others,374,CO,464,106,No,No,0.57,4990,623,0,2015,2 -16,25121,0.07,0.01,4251031928,3604,Yes,High School or below,Female,Yes,Married,27,\N,0,2,13,Others,46,DE,161,121,No,No,0.03,1697,848,0,2015,1 -16,25121,0.07,0.01,4251031928,3604,Yes,High School or below,Female,Yes,Married,27,\N,0,2,13,Others,46,DE,161,121,No,No,0.03,4140,828,0,2015,2 -32,23150,0.01,0.03,4251077395,3605,Yes,High School or below,Female,Yes,Single,35,\N,3,7,53,Others,407,MS,164,231,No,No,0.24,3991,665,0,2015,1 -32,23150,0.01,0.03,4251077395,3605,Yes,High School or below,Female,Yes,Single,35,\N,3,7,53,Others,407,MS,164,231,No,No,0.24,4338,867,0,2015,2 -62,134050,0,0.03,4251008948,3606,Yes,High School or below,Male,No,Single,93,\N,0,5,72,Others,79,MT,361,246,No,No,0.69,3631,605,1,2015,1 -62,134050,0,0.03,4251008948,3606,Yes,High School or below,Male,No,Single,93,\N,0,5,72,Others,79,MT,361,246,No,No,0.69,5291,587,1,2015,2 -78,132079,0.02,0.01,4251093655,3607,Yes,High School or below,Female,No,Married,100,\N,2,2,12,Others,439,TX,364,106,No,No,0.9,2098,699,0,2015,1 -78,132079,0.02,0.01,4251093655,3607,Yes,High School or below,Female,No,Married,100,\N,2,2,12,Others,439,TX,364,106,No,No,0.9,2072,690,0,2015,2 -41,242980,0,0.01,4251055158,3608,Yes,Bachelor or equivalent,Male,Yes,Single,38,\N,0,0,31,Others,111,VT,61,121,No,No,0.36,4850,808,0,2015,1 -41,242980,0,0.01,4251055158,3608,Yes,Bachelor or equivalent,Male,Yes,Single,38,\N,0,0,31,Others,111,VT,61,121,No,No,0.36,5619,702,0,2015,2 -57,241009,0.02,0.03,4251065469,3609,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,2,5,71,Others,472,ID,65,231,No,No,0.57,5255,750,0,2015,1 -57,241009,0.02,0.03,4251065469,3609,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,2,5,71,Others,472,ID,65,231,No,No,0.57,3099,619,0,2015,2 -57,241009,0.02,0.03,4251065469,3609,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,2,5,71,Others,472,ID,65,231,No,No,0.57,630,630,0,2015,3 -19,101909,0,0.03,4251013199,3610,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,3,3,89,Technology Related Job,144,IN,261,246,No,No,0.03,1335,445,0,2015,1 -19,101909,0,0.03,4251013199,3610,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,3,3,89,Technology Related Job,144,IN,261,246,No,No,0.03,3534,706,0,2015,2 -35,99938,0.02,0.01,4251063308,3611,Yes,Master or equivalent,Female,Yes,Single,111,\N,2,0,30,Others,4,NJ,265,106,No,Yes,0.24,6597,507,0,2015,1 -35,99938,0.02,0.01,4251063308,3611,Yes,Master or equivalent,Female,Yes,Single,111,\N,2,0,30,Others,4,NJ,265,106,No,Yes,0.24,3306,826,0,2015,2 -65,210838,0,0.01,4251032207,3612,Yes,High School or below,Male,No,Single,49,\N,3,6,48,Technology Related Job,177,NY,462,121,Yes,No,0.7,1145,572,0,2015,1 -65,210838,0,0.01,4251032207,3612,Yes,High School or below,Male,No,Single,49,\N,3,6,48,Technology Related Job,177,NY,462,121,Yes,No,0.7,2277,1138,0,2015,2 -13,208867,0.02,0.03,4251073986,3613,Yes,High School or below,Female,Yes,Single,56,\N,2,3,89,Others,37,WI,465,231,No,No,0.91,2125,708,0,2015,1 -13,208867,0.02,0.03,4251073986,3613,Yes,High School or below,Female,Yes,Single,56,\N,2,3,89,Others,37,WI,465,231,No,No,0.91,1804,601,0,2015,2 -43,69768,0.01,0.03,4251032493,3614,Yes,High School or below,Male,Yes,Single,114,\N,3,1,7,Technology Related Job,209,AL,162,246,No,No,0.36,3848,769,1,2015,1 -43,69768,0.01,0.03,4251032493,3614,Yes,High School or below,Male,Yes,Single,114,\N,3,1,7,Technology Related Job,209,AL,162,246,No,No,0.36,1176,392,1,2015,2 -59,67797,0.03,0.01,4251064715,3615,Yes,High School or below,Male,Yes,Married,2,\N,1,6,48,Others,69,LA,165,106,No,No,0.57,4223,1055,0,2015,1 -59,67797,0.03,0.01,4251064715,3615,Yes,High School or below,Male,Yes,Married,2,\N,1,6,48,Others,69,LA,165,106,No,No,0.57,217,217,0,2015,2 -22,178697,0.01,0.01,4251014894,3616,Yes,High School or below,Female,Yes,Married,59,\N,3,4,66,Technology Related Job,242,MD,362,121,No,No,0.03,8273,1181,0,2015,1 -22,178697,0.01,0.01,4251014894,3616,Yes,High School or below,Female,Yes,Married,59,\N,3,4,66,Technology Related Job,242,MD,362,121,No,No,0.03,1169,1169,0,2015,2 -38,176726,0.03,0.03,4251052073,3617,Yes,Bachelor or equivalent,Male,Yes,Single,67,\N,1,1,7,Others,102,OK,366,231,No,No,0.24,5931,847,0,2015,1 -38,176726,0.03,0.03,4251052073,3617,Yes,Bachelor or equivalent,Male,Yes,Single,67,\N,1,1,7,Others,102,OK,366,231,No,No,0.24,903,451,0,2015,2 -68,37627,0.01,0.03,4251012526,3618,Yes,Bachelor or equivalent,Female,Yes,Married,5,\N,2,7,25,Technology Related Job,274,PA,63,246,No,No,0.7,2883,576,0,2015,1 -68,37627,0.01,0.03,4251012526,3618,Yes,Bachelor or equivalent,Female,Yes,Married,5,\N,2,7,25,Technology Related Job,274,PA,63,246,No,No,0.7,3545,709,0,2015,2 -16,35655,0.03,0.01,4251032457,3619,Yes,Master or equivalent,Female,Yes,Single,12,\N,1,5,66,Others,134,CA,66,106,No,No,0.91,1154,384,1,2015,1 -16,35655,0.03,0.01,4251032457,3619,Yes,Master or equivalent,Female,Yes,Single,12,\N,1,5,66,Others,134,CA,66,106,No,No,0.91,5721,817,1,2015,2 -46,146556,0.01,0.01,4251039239,3620,Yes,Master or equivalent,Male,No,Single,70,\N,2,2,84,Technology Related Job,307,CT,263,121,No,No,0.36,7997,727,0,2015,1 -46,146556,0.01,0.01,4251039239,3620,Yes,Master or equivalent,Male,No,Single,70,\N,2,2,84,Technology Related Job,307,CT,263,121,No,No,0.36,3561,712,0,2015,2 -62,144585,0.03,0.03,4251058532,3621,Yes,High School or below,Male,No,Married,78,\N,1,0,25,Others,167,MS,266,231,No,No,0.57,1557,778,0,2015,1 -62,144585,0.03,0.03,4251058532,3621,Yes,High School or below,Male,No,Married,78,\N,1,0,25,Others,167,MS,266,231,No,No,0.57,4072,678,0,2015,2 -24,5485,0.02,0.03,4251067321,3622,Yes,High School or below,Female,Yes,Married,16,\N,2,5,43,Technology Related Job,339,MT,463,246,No,No,0.03,9390,939,1,2015,1 -24,5485,0.02,0.03,4251067321,3622,Yes,High School or below,Female,Yes,Married,16,\N,2,5,43,Technology Related Job,339,MT,463,246,No,No,0.03,5471,607,1,2015,2 -40,3514,0.04,0.01,4251031458,3623,Yes,High School or below,Male,Yes,Married,23,\N,0,3,83,Others,200,TN,467,106,No,No,0.24,4225,704,0,2015,1 -40,3514,0.04,0.01,4251031458,3623,Yes,High School or below,Male,Yes,Married,23,\N,0,3,83,Others,200,TN,467,106,No,No,0.24,5420,903,0,2015,2 -71,114415,0.02,0.01,4251090431,3624,Yes,High School or below,Female,Yes,Married,81,\N,1,0,2,Technology Related Job,372,UT,164,121,No,Yes,0.7,3556,711,0,2015,1 -71,114415,0.02,0.01,4251090431,3624,Yes,High School or below,Female,Yes,Married,81,\N,1,0,2,Technology Related Job,372,UT,164,121,No,Yes,0.7,6289,786,0,2015,2 -19,112444,0.04,0.03,4251038821,3625,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,0,6,42,Others,232,HI,167,231,No,No,0.91,2441,610,0,2015,1 -19,112444,0.04,0.03,4251038821,3625,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,0,6,42,Others,232,HI,167,231,No,No,0.91,1388,694,0,2015,2 -49,223344,0.02,0.03,4251035332,3626,Yes,Bachelor or equivalent,Male,No,Single,26,\N,1,3,61,Technology Related Job,404,IL,364,246,No,No,0.36,4277,855,0,2015,1 -49,223344,0.02,0.03,4251035332,3626,Yes,Bachelor or equivalent,Male,No,Single,26,\N,1,3,61,Technology Related Job,404,IL,364,246,No,No,0.36,5166,861,0,2015,2 -49,223344,0.02,0.03,4251035332,3626,Yes,Bachelor or equivalent,Male,No,Single,26,\N,1,3,61,Technology Related Job,404,IL,364,246,No,No,0.36,1026,1026,0,2015,3 -65,221373,0.04,0.01,4251020298,3627,Yes,Master or equivalent,Male,Yes,Married,34,\N,0,1,1,Others,265,NJ,367,106,No,No,0.58,1491,745,0,2015,1 -65,221373,0.04,0.01,4251020298,3627,Yes,Master or equivalent,Male,Yes,Married,34,\N,0,1,1,Others,265,NJ,367,106,No,No,0.58,2701,675,0,2015,2 -27,82273,0.02,0.01,4251078993,3628,Yes,Master or equivalent,Female,Yes,Single,92,\N,1,6,20,Technology Related Job,437,NY,64,121,No,No,0.03,1654,551,0,2015,1 -27,82273,0.02,0.01,4251078993,3628,Yes,Master or equivalent,Female,Yes,Single,92,\N,1,6,20,Technology Related Job,437,NY,64,121,No,No,0.03,2741,685,0,2015,2 -43,80302,0.04,0.03,4251099699,3629,Yes,High School or below,Male,Yes,Married,99,\N,3,4,60,Others,297,WI,68,231,No,No,0.24,8320,832,0,2015,1 -43,80302,0.04,0.03,4251099699,3629,Yes,High School or below,Male,Yes,Married,99,\N,3,4,60,Others,297,WI,68,231,No,No,0.24,3196,799,0,2015,2 -74,191203,0.03,0.03,4251045379,3630,Yes,High School or below,Female,Yes,Married,37,\N,1,2,79,Technology Related Job,470,WY,265,246,No,No,0.7,5651,807,0,2015,1 -74,191203,0.03,0.03,4251045379,3630,Yes,High School or below,Female,Yes,Married,37,\N,1,2,79,Technology Related Job,470,WY,265,246,No,No,0.7,2419,806,0,2015,2 -74,191203,0.03,0.03,4251045379,3630,Yes,High School or below,Female,Yes,Married,37,\N,1,2,79,Technology Related Job,470,WY,265,246,No,No,0.7,1304,652,0,2015,3 -21,189232,0.05,0.01,4251069153,3631,Yes,High School or below,Female,Yes,Single,45,\N,3,7,19,Others,330,KY,268,106,No,No,0.91,2800,700,0,2015,1 -21,189232,0.05,0.01,4251069153,3631,Yes,High School or below,Female,Yes,Single,45,\N,3,7,19,Others,330,KY,268,106,No,No,0.91,4545,649,0,2015,2 -52,50132,0.03,0.01,4251052386,3632,Yes,High School or below,Male,Yes,Single,103,\N,0,5,38,Technology Related Job,2,ME,465,121,No,No,0.37,2821,564,0,2015,1 -52,50132,0.03,0.01,4251052386,3632,Yes,High School or below,Male,Yes,Single,103,\N,0,5,38,Technology Related Job,2,ME,465,121,No,No,0.37,2533,633,0,2015,2 -68,48161,0.05,0.03,4251051969,3633,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,3,2,78,Others,362,OK,468,231,No,Yes,0.58,5984,854,0,2015,1 -68,48161,0.05,0.03,4251051969,3633,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,3,2,78,Others,362,OK,468,231,No,Yes,0.58,3655,731,0,2015,2 -30,159061,0.03,0.03,4251083716,3634,Yes,Bachelor or equivalent,Female,Yes,Single,48,\N,0,0,97,Technology Related Job,35,PA,165,246,No,No,0.03,7438,743,0,2015,1 -30,159061,0.03,0.03,4251083716,3634,Yes,Bachelor or equivalent,Female,Yes,Single,48,\N,0,0,97,Technology Related Job,35,PA,165,246,No,No,0.03,1092,546,0,2015,2 -30,159061,0.03,0.03,4251083716,3634,Yes,Bachelor or equivalent,Female,Yes,Single,48,\N,0,0,97,Technology Related Job,35,PA,165,246,No,No,0.03,1403,1403,0,2015,3 -46,157090,0.05,0.01,4251093321,3635,Yes,Bachelor or equivalent,Male,No,Married,55,\N,3,5,37,Others,395,CA,168,106,No,No,0.24,3312,828,1,2015,1 -46,157090,0.05,0.01,4251093321,3635,Yes,Bachelor or equivalent,Male,No,Married,55,\N,3,5,37,Others,395,CA,168,106,No,No,0.24,1578,394,1,2015,2 -76,17991,0.03,0.01,4251079042,3636,Yes,Master or equivalent,Female,Yes,Married,113,\N,0,3,56,Technology Related Job,67,CO,365,121,No,No,0.7,893,297,0,2015,1 -76,17991,0.03,0.01,4251079042,3636,Yes,Master or equivalent,Female,Yes,Married,113,\N,0,3,56,Technology Related Job,67,CO,365,121,No,No,0.7,3288,657,0,2015,2 -24,16020,0.05,0.03,4251021670,3637,Yes,High School or below,Female,Yes,Single,1,\N,2,0,96,Others,427,MN,369,231,Yes,No,0.91,6507,723,0,2015,1 -24,16020,0.05,0.03,4251021670,3637,Yes,High School or below,Female,Yes,Single,1,\N,2,0,96,Others,427,MN,369,231,Yes,No,0.91,4636,772,0,2015,2 -55,126920,0.04,0.03,4251014351,3638,Yes,High School or below,Male,Yes,Married,59,\N,0,6,14,Technology Related Job,100,MO,66,246,No,No,0.37,1380,460,0,2015,1 -55,126920,0.04,0.03,4251014351,3638,Yes,High School or below,Male,Yes,Married,59,\N,0,6,14,Technology Related Job,100,MO,66,246,No,No,0.37,2806,701,0,2015,2 -70,124949,0.06,0.01,4251064047,3639,Yes,High School or below,Male,Yes,Single,66,\N,2,3,55,Others,460,TN,69,106,No,No,0.58,5669,944,0,2015,1 -70,124949,0.06,0.01,4251064047,3639,Yes,High School or below,Male,Yes,Single,66,\N,2,3,55,Others,460,TN,69,106,No,No,0.58,8797,977,0,2015,2 -33,235850,0.04,0.01,4251038675,3640,Yes,High School or below,Female,No,Single,4,\N,3,1,73,Technology Related Job,132,UT,266,121,No,No,0.03,2251,562,0,2015,2 -49,233879,0.06,0.03,4251061513,3641,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,2,6,14,Others,493,HI,269,231,No,No,0.25,6599,733,1,2015,1 -49,233879,0.06,0.03,4251061513,3641,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,2,6,14,Others,493,HI,269,231,No,No,0.25,3048,762,1,2015,2 -79,94779,0.04,0.03,4251063640,3642,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,3,4,32,Technology Related Job,165,ID,466,246,No,No,0.7,5961,745,0,2015,1 -79,94779,0.04,0.03,4251063640,3642,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,3,4,32,Technology Related Job,165,ID,466,246,No,No,0.7,2544,1272,0,2015,2 -27,92808,0.06,0.01,4251045034,3643,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,2,1,73,Others,25,NH,470,106,No,No,0.91,2109,703,0,2015,1 -27,92808,0.06,0.01,4251045034,3643,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,2,1,73,Others,25,NH,470,106,No,No,0.91,6705,957,0,2015,2 -57,203708,0.04,0.01,4251015259,3644,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,3,7,91,Technology Related Job,197,NM,167,121,No,No,0.37,3089,441,0,2015,1 -57,203708,0.04,0.01,4251015259,3644,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,3,7,91,Technology Related Job,197,NM,167,121,No,No,0.37,4716,943,0,2015,2 -73,201737,0.06,0.03,4251092761,3645,Yes,PhD or equivalent,Female,Yes,Single,22,\N,1,4,32,Others,58,WV,170,231,No,No,0.58,6511,930,0,2015,1 -73,201737,0.06,0.03,4251092761,3645,Yes,PhD or equivalent,Female,Yes,Single,22,\N,1,4,32,Others,58,WV,170,231,No,No,0.58,3233,646,0,2015,2 -36,62638,0.05,0.03,4251032720,3646,Yes,High School or below,Female,Yes,Single,80,\N,2,2,50,Technology Related Job,230,WY,367,246,No,Yes,0.04,3430,1143,0,2015,1 -36,62638,0.05,0.03,4251032720,3646,Yes,High School or below,Female,Yes,Single,80,\N,2,2,50,Technology Related Job,230,WY,367,246,No,Yes,0.04,2382,794,0,2015,2 -52,60667,0.07,0.01,4251065470,3647,Yes,High School or below,Male,Yes,Married,88,\N,1,0,91,Others,90,KY,370,106,No,No,0.25,3447,861,0,2015,1 -52,60667,0.07,0.01,4251065470,3647,Yes,High School or below,Male,Yes,Married,88,\N,1,0,91,Others,90,KY,370,106,No,No,0.25,1146,382,0,2015,2 -52,60667,0.07,0.01,4251065470,3647,Yes,High School or below,Male,Yes,Married,88,\N,1,0,91,Others,90,KY,370,106,No,No,0.25,43,43,0,2015,3 -14,171567,0.05,0.01,4251009875,3648,Yes,High School or below,Female,Yes,Single,26,\N,2,5,9,Technology Related Job,263,LA,67,121,No,No,0.7,6489,721,0,2015,1 -14,171567,0.05,0.01,4251009875,3648,Yes,High School or below,Female,Yes,Single,26,\N,2,5,9,Technology Related Job,263,LA,67,121,No,No,0.7,3234,539,0,2015,2 -30,169596,0.07,0.03,4251082282,3649,Yes,High School or below,Female,No,Married,33,\N,1,3,50,Others,123,OH,71,231,No,No,0.91,2522,420,0,2015,1 -30,169596,0.07,0.03,4251082282,3649,Yes,High School or below,Female,No,Married,33,\N,1,3,50,Others,123,OH,71,231,No,No,0.91,4503,1125,0,2015,2 -60,30496,0.05,0.03,4251092044,3650,Yes,Bachelor or equivalent,Male,Yes,Married,91,\N,2,0,68,Technology Related Job,295,OR,268,246,No,No,0.37,5547,792,0,2015,1 -60,30496,0.05,0.03,4251092044,3650,Yes,Bachelor or equivalent,Male,Yes,Married,91,\N,2,0,68,Technology Related Job,295,OR,268,246,No,No,0.37,5838,973,0,2015,2 -76,28525,0.07,0.01,4251019639,3651,Yes,Bachelor or equivalent,Female,Yes,Single,99,\N,0,6,8,Others,155,AR,271,106,No,No,0.58,2086,521,0,2015,1 -76,28525,0.07,0.01,4251019639,3651,Yes,Bachelor or equivalent,Female,Yes,Single,99,\N,0,6,8,Others,155,AR,271,106,No,No,0.58,627,627,0,2015,2 -38,139426,0.05,0.01,4251022792,3652,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,2,3,27,Technology Related Job,328,CO,468,121,No,No,0.04,3399,679,1,2015,1 -38,139426,0.05,0.01,4251022792,3652,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,2,3,27,Technology Related Job,328,CO,468,121,No,No,0.04,2976,992,1,2015,2 -54,137455,0.07,0.03,4251017770,3653,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,1,67,Others,188,MN,471,231,No,No,0.25,5305,663,0,2015,1 -54,137455,0.07,0.03,4251017770,3653,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,1,67,Others,188,MN,471,231,No,No,0.25,442,221,0,2015,2 -17,248355,0.06,0.03,4251091802,3654,Yes,PhD or equivalent,Female,No,Single,102,\N,1,6,86,Technology Related Job,360,MS,168,246,No,No,0.7,4085,680,0,2015,1 -17,248355,0.06,0.03,4251091802,3654,Yes,PhD or equivalent,Female,No,Single,102,\N,1,6,86,Technology Related Job,360,MS,168,246,No,No,0.7,6485,926,0,2015,2 -33,246384,0,0.01,4251008970,3655,Yes,High School or below,Female,No,Married,109,\N,0,4,26,Others,220,SD,172,106,No,Yes,0.92,3510,877,1,2015,1 -33,246384,0,0.01,4251008970,3655,Yes,High School or below,Female,No,Married,109,\N,0,4,26,Others,220,SD,172,106,No,Yes,0.92,2394,399,1,2015,2 -63,107284,0.06,0.01,4251082685,3656,Yes,High School or below,Male,Yes,Married,47,\N,1,1,45,Technology Related Job,393,TX,368,121,No,No,0.37,2756,551,0,2015,1 -63,107284,0.06,0.01,4251082685,3656,Yes,High School or below,Male,Yes,Married,47,\N,1,1,45,Technology Related Job,393,TX,368,121,No,No,0.37,1943,647,0,2015,2 -79,105313,0,0.03,4251086801,3657,No,High School or below,Female,Yes,Single,55,\N,0,7,85,Others,253,GA,372,231,No,No,0.58,1585,792,0,2015,1 -79,105313,0,0.03,4251086801,3657,No,High School or below,Female,Yes,Single,55,\N,0,7,85,Others,253,GA,372,231,No,No,0.58,3171,792,0,2015,2 -41,216214,0.06,0.03,4251097150,3658,Yes,High School or below,Male,Yes,Single,113,\N,1,5,4,Technology Related Job,425,ID,69,246,No,No,0.04,1040,346,0,2015,1 -41,216214,0.06,0.03,4251097150,3658,Yes,High School or below,Male,Yes,Single,113,\N,1,5,4,Technology Related Job,425,ID,69,246,No,No,0.04,2638,879,0,2015,2 -41,216214,0.06,0.03,4251097150,3658,Yes,High School or below,Male,Yes,Single,113,\N,1,5,4,Technology Related Job,425,ID,69,246,No,No,0.04,127,127,0,2015,3 -57,214243,0,0.01,4251037798,3659,Yes,Bachelor or equivalent,Male,Yes,Single,0,\N,3,2,44,Others,286,NH,72,106,No,No,0.25,3439,687,0,2015,1 -57,214243,0,0.01,4251037798,3659,Yes,Bachelor or equivalent,Male,Yes,Single,0,\N,3,2,44,Others,286,NH,72,106,No,No,0.25,6985,997,0,2015,2 -20,75143,0.06,0.01,4251026048,3660,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,1,0,63,Technology Related Job,458,NJ,269,121,No,No,0.71,2288,762,0,2015,1 -20,75143,0.06,0.01,4251026048,3660,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,1,0,63,Technology Related Job,458,NJ,269,121,No,No,0.71,1678,839,0,2015,2 -35,73172,0,0.03,4251086237,3661,Yes,Master or equivalent,Female,Yes,Married,65,\N,3,5,3,Others,318,WA,272,230,No,No,0.92,4265,710,0,2015,1 -35,73172,0,0.03,4251086237,3661,Yes,Master or equivalent,Female,Yes,Married,65,\N,3,5,3,Others,318,WA,272,230,No,No,0.92,7350,918,0,2015,2 -66,184073,0.07,0.03,4251057430,3662,Yes,Master or equivalent,Male,Yes,Married,3,\N,0,3,22,Technology Related Job,490,WI,469,245,No,No,0.37,2663,665,0,2015,1 -66,184073,0.07,0.03,4251057430,3662,Yes,Master or equivalent,Male,Yes,Married,3,\N,0,3,22,Technology Related Job,490,WI,469,245,No,No,0.37,2156,539,0,2015,2 -14,182102,0.01,0.01,4251032462,3663,Yes,High School or below,Female,No,Single,11,\N,3,0,62,Others,351,KS,473,105,No,No,0.58,3281,820,0,2015,1 -14,182102,0.01,0.01,4251032462,3663,Yes,High School or below,Female,No,Single,11,\N,3,0,62,Others,351,KS,473,105,No,No,0.58,3471,867,0,2015,2 -44,43002,0.07,0.01,4251041177,3664,Yes,High School or below,Male,Yes,Married,69,\N,0,6,81,Technology Related Job,23,LA,170,120,No,No,0.04,5331,761,0,2015,1 -44,43002,0.07,0.01,4251041177,3664,Yes,High School or below,Male,Yes,Married,69,\N,0,6,81,Technology Related Job,23,LA,170,120,No,No,0.04,2099,699,0,2015,2 -60,41031,0.01,0.03,4251037622,3665,Yes,High School or below,Male,Yes,Single,76,\N,2,3,21,Others,383,OH,173,230,No,No,0.25,3599,599,0,2015,1 -60,41031,0.01,0.03,4251037622,3665,Yes,High School or below,Male,Yes,Single,76,\N,2,3,21,Others,383,OH,173,230,No,No,0.25,5634,939,0,2015,2 -22,151931,0.07,0.03,4251010853,3666,Yes,High School or below,Female,Yes,Single,14,\N,0,1,40,Technology Related Job,56,OK,370,245,No,No,0.71,5848,731,0,2015,1 -22,151931,0.07,0.03,4251010853,3666,Yes,High School or below,Female,Yes,Single,14,\N,0,1,40,Technology Related Job,56,OK,370,245,No,No,0.71,5259,876,0,2015,2 -38,149960,0.01,0.01,4251056464,3667,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,2,6,80,Others,416,AZ,373,105,No,No,0.92,4938,823,0,2015,1 -38,149960,0.01,0.01,4251056464,3667,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,2,6,80,Others,416,AZ,373,105,No,No,0.92,4068,678,0,2015,2 -69,10861,0.07,0.01,4251067786,3668,Yes,Bachelor or equivalent,Male,No,Married,80,\N,3,4,98,Technology Related Job,88,CA,70,120,No,Yes,0.37,3848,549,0,2015,1 -69,10861,0.07,0.01,4251067786,3668,Yes,Bachelor or equivalent,Male,No,Married,80,\N,3,4,98,Technology Related Job,88,CA,70,120,No,Yes,0.37,3740,748,0,2015,2 -71,65818,0.03,0.01,4251039723,3669,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,1,6,68,Technology Related Job,264,WV,170,155,No,No,0.9,4084,816,0,2015,1 -71,65818,0.03,0.01,4251039723,3669,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,1,6,68,Technology Related Job,264,WV,170,155,No,No,0.9,2892,964,0,2015,2 -19,63847,0.05,0.02,4251035569,3670,Yes,Master or equivalent,Male,Yes,Single,58,\N,3,3,8,Technology Related Job,125,IA,173,15,No,No,0.12,2461,410,0,2015,1 -19,63847,0.05,0.02,4251035569,3670,Yes,Master or equivalent,Male,Yes,Single,58,\N,3,3,8,Technology Related Job,125,IA,173,15,No,No,0.12,4101,820,0,2015,2 -49,174748,0.03,0.03,4251081025,3671,Yes,PhD or equivalent,Female,Yes,Single,116,\N,0,1,27,Technology Related Job,297,KS,370,30,No,No,0.57,4431,886,0,2015,1 -49,174748,0.03,0.03,4251081025,3671,Yes,PhD or equivalent,Female,Yes,Single,116,\N,0,1,27,Technology Related Job,297,KS,370,30,No,No,0.57,5652,807,0,2015,2 -49,174748,0.03,0.03,4251081025,3671,Yes,PhD or equivalent,Female,Yes,Single,116,\N,0,1,27,Technology Related Job,297,KS,370,30,No,No,0.57,1313,1313,0,2015,3 -65,172776,0.05,0,4251089775,3672,Yes,High School or below,Male,Yes,Married,3,\N,3,7,67,Technology Related Job,157,NC,373,140,No,No,0.78,5862,837,0,2015,1 -65,172776,0.05,0,4251089775,3672,Yes,High School or below,Male,Yes,Married,3,\N,3,7,67,Technology Related Job,157,NC,373,140,No,No,0.78,1874,937,0,2015,2 -65,172776,0.05,0,4251089775,3672,Yes,High School or below,Male,Yes,Married,3,\N,3,7,67,Technology Related Job,157,NC,373,140,No,No,0.78,1156,1156,0,2015,3 -27,33677,0.04,0,4251082089,3673,Yes,High School or below,Female,No,Married,61,\N,0,4,86,Technology Related Job,330,OH,70,155,No,No,0.24,1571,224,0,2015,1 -27,33677,0.04,0,4251082089,3673,Yes,High School or below,Female,No,Married,61,\N,0,4,86,Technology Related Job,330,OH,70,155,No,No,0.24,3034,758,0,2015,2 -43,31706,0.06,0.02,4251090083,3674,Yes,High School or below,Female,No,Single,69,\N,3,2,26,Technology Related Job,190,AK,74,15,Yes,No,0.45,2822,940,0,2015,1 -43,31706,0.06,0.02,4251090083,3674,Yes,High School or below,Female,No,Single,69,\N,3,2,26,Technology Related Job,190,AK,74,15,Yes,No,0.45,2343,585,0,2015,2 -43,31706,0.06,0.02,4251090083,3674,Yes,High School or below,Female,No,Single,69,\N,3,2,26,Technology Related Job,190,AK,74,15,Yes,No,0.45,264,264,0,2015,3 -74,142606,0.04,0.02,4251054296,3675,Yes,High School or below,Male,Yes,Married,7,\N,0,7,45,Technology Related Job,362,AR,271,30,No,No,0.91,5663,809,0,2015,1 -74,142606,0.04,0.02,4251054296,3675,Yes,High School or below,Male,Yes,Married,7,\N,0,7,45,Technology Related Job,362,AR,271,30,No,No,0.91,4994,713,0,2015,2 -21,140635,0.06,0,4251020962,3676,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,2,5,85,Technology Related Job,222,MA,274,140,No,No,0.12,1182,394,0,2015,1 -21,140635,0.06,0,4251020962,3676,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,2,5,85,Technology Related Job,222,MA,274,140,No,No,0.12,954,477,0,2015,2 -52,1536,0.04,0,4251040322,3677,Yes,Bachelor or equivalent,Female,Yes,Single,72,\N,0,2,4,Technology Related Job,395,MI,471,155,No,Yes,0.57,3016,754,0,2015,1 -52,1536,0.04,0,4251040322,3677,Yes,Bachelor or equivalent,Female,Yes,Single,72,\N,0,2,4,Technology Related Job,395,MI,471,155,No,Yes,0.57,1679,559,0,2015,2 -68,249565,0.06,0.02,4251092203,3678,Yes,Master or equivalent,Male,Yes,Married,79,\N,2,0,44,Technology Related Job,255,RI,474,15,No,No,0.78,4373,728,0,2015,1 -68,249565,0.06,0.02,4251092203,3678,Yes,Master or equivalent,Male,Yes,Married,79,\N,2,0,44,Technology Related Job,255,RI,474,15,No,No,0.78,2898,579,0,2015,2 -30,110465,0.04,0.02,4251088438,3679,Yes,Master or equivalent,Female,No,Married,17,\N,3,5,62,Non-technology Related Job,427,SD,171,30,No,No,0.24,5004,625,0,2015,1 -30,110465,0.04,0.02,4251088438,3679,Yes,Master or equivalent,Female,No,Married,17,\N,3,5,62,Non-technology Related Job,427,SD,171,30,No,No,0.24,4861,694,0,2015,2 -30,110465,0.04,0.02,4251088438,3679,Yes,Master or equivalent,Female,No,Married,17,\N,3,5,62,Non-technology Related Job,427,SD,171,30,No,No,0.24,1054,1054,0,2015,3 -46,108494,0.06,0,4251060071,3680,Yes,High School or below,Female,Yes,Married,25,\N,2,3,3,Technology Related Job,287,DE,174,140,No,No,0.45,5630,625,0,2015,1 -46,108494,0.06,0,4251060071,3680,Yes,High School or below,Female,Yes,Married,25,\N,2,3,3,Technology Related Job,287,DE,174,140,No,No,0.45,3788,631,0,2015,2 -76,219394,0.05,0,4251037070,3681,Yes,High School or below,Male,Yes,Married,83,\N,3,0,21,Non-technology Related Job,460,GA,371,155,No,No,0.91,2104,701,0,2015,1 -76,219394,0.05,0,4251037070,3681,Yes,High School or below,Male,Yes,Married,83,\N,3,0,21,Non-technology Related Job,460,GA,371,155,No,No,0.91,3709,529,0,2015,2 -24,217423,0.07,0.02,4251041947,3682,Yes,High School or below,Female,No,Single,90,\N,2,6,62,Technology Related Job,320,NE,375,15,No,No,0.12,3212,642,0,2015,1 -24,217423,0.07,0.02,4251041947,3682,Yes,High School or below,Female,No,Single,90,\N,2,6,62,Technology Related Job,320,NE,375,15,No,No,0.12,1639,546,0,2015,2 -55,78324,0.05,0.02,4251039320,3683,Yes,High School or below,Female,Yes,Single,28,\N,3,4,80,Non-technology Related Job,492,NV,72,30,No,No,0.57,3797,542,0,2015,1 -55,78324,0.05,0.02,4251039320,3683,Yes,High School or below,Female,Yes,Single,28,\N,3,4,80,Non-technology Related Job,492,NV,72,30,No,No,0.57,4753,792,0,2015,2 -70,76353,0.07,0,4251041350,3684,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,1,1,21,Technology Related Job,352,VT,75,140,No,No,0.79,1774,887,0,2015,1 -70,76353,0.07,0,4251041350,3684,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,1,1,21,Technology Related Job,352,VT,75,140,No,No,0.79,1685,561,0,2015,2 -33,187253,0.05,0,4251032992,3685,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,2,7,39,Non-technology Related Job,25,WA,272,155,No,No,0.24,3606,601,0,2015,1 -33,187253,0.05,0,4251032992,3685,Yes,Bachelor or equivalent,Female,Yes,Married,93,\N,2,7,39,Non-technology Related Job,25,WA,272,155,No,No,0.24,3307,826,0,2015,2 -49,185282,0.07,0.02,4251068881,3686,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,1,4,80,Technology Related Job,385,IN,275,15,No,Yes,0.45,3965,793,0,2015,1 -49,185282,0.07,0.02,4251068881,3686,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,1,4,80,Technology Related Job,385,IN,275,15,No,Yes,0.45,5618,802,0,2015,2 -49,185282,0.07,0.02,4251068881,3686,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,1,4,80,Technology Related Job,385,IN,275,15,No,Yes,0.45,1373,1373,0,2015,3 -79,46182,0.05,0.02,4251082721,3687,Yes,Master or equivalent,Male,No,Married,39,\N,2,2,98,Non-technology Related Job,57,KS,472,30,No,No,0.91,3643,520,0,2015,1 -79,46182,0.05,0.02,4251082721,3687,Yes,Master or equivalent,Male,No,Married,39,\N,2,2,98,Non-technology Related Job,57,KS,472,30,No,No,0.91,1013,1013,0,2015,2 -79,46182,0.05,0.02,4251082721,3687,Yes,Master or equivalent,Male,No,Married,39,\N,2,2,98,Non-technology Related Job,57,KS,472,30,No,No,0.91,708,708,0,2015,3 -27,44211,0.07,0,4251031697,3688,Yes,High School or below,Female,No,Single,46,\N,1,7,39,Technology Related Job,418,NC,476,140,No,No,0.12,6448,716,0,2015,1 -27,44211,0.07,0,4251031697,3688,Yes,High School or below,Female,No,Single,46,\N,1,7,39,Technology Related Job,418,NC,476,140,No,No,0.12,2640,660,0,2015,2 -27,44211,0.07,0,4251031697,3688,Yes,High School or below,Female,No,Single,46,\N,1,7,39,Technology Related Job,418,NC,476,140,No,No,0.12,798,798,0,2015,3 -57,155112,0.06,0,4251071179,3689,Yes,High School or below,Male,Yes,Single,104,\N,2,5,57,Non-technology Related Job,90,OH,173,155,No,No,0.58,1748,874,0,2015,1 -57,155112,0.06,0,4251071179,3689,Yes,High School or below,Male,Yes,Single,104,\N,2,5,57,Non-technology Related Job,90,OH,173,155,No,No,0.58,3533,883,0,2015,2 -73,153141,0,0.02,4251045955,3690,Yes,High School or below,Male,Yes,Married,112,\N,0,2,98,Technology Related Job,450,AL,176,15,No,No,0.79,7055,705,0,2015,1 -73,153141,0,0.02,4251045955,3690,Yes,High School or below,Male,Yes,Married,112,\N,0,2,98,Technology Related Job,450,AL,176,15,No,No,0.79,4852,693,0,2015,2 -36,14041,0.06,0.02,4251099958,3691,Yes,High School or below,Female,Yes,Single,50,\N,2,0,16,Non-technology Related Job,123,AZ,373,30,Yes,No,0.24,1410,470,0,2015,1 -36,14041,0.06,0.02,4251099958,3691,Yes,High School or below,Female,Yes,Single,50,\N,2,0,16,Non-technology Related Job,123,AZ,373,30,Yes,No,0.24,1067,533,0,2015,2 -52,12070,0,0,4251021841,3692,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,0,5,56,Technology Related Job,483,MD,376,140,No,No,0.45,1659,829,0,2015,1 -52,12070,0,0,4251021841,3692,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,0,5,56,Technology Related Job,483,MD,376,140,No,No,0.45,5023,1004,0,2015,2 -14,122971,0.06,0,4251099979,3693,Yes,Bachelor or equivalent,Male,No,Married,115,\N,1,3,75,Non-technology Related Job,155,MI,73,155,No,No,0.91,4970,710,0,2015,1 -14,122971,0.06,0,4251099979,3693,Yes,Bachelor or equivalent,Male,No,Married,115,\N,1,3,75,Non-technology Related Job,155,MI,73,155,No,No,0.91,6545,654,0,2015,2 -30,121000,0,0.02,4251027895,3694,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,0,0,15,Technology Related Job,15,RI,77,15,No,No,0.12,2338,1169,0,2015,1 -30,121000,0,0.02,4251027895,3694,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,0,0,15,Technology Related Job,15,RI,77,15,No,No,0.12,5192,865,0,2015,2 -60,231900,0.06,0.02,4251057482,3695,Yes,Master or equivalent,Male,Yes,Single,60,\N,1,6,34,Non-technology Related Job,188,SD,274,30,No,No,0.58,1722,574,0,2015,1 -60,231900,0.06,0.02,4251057482,3695,Yes,Master or equivalent,Male,Yes,Single,60,\N,1,6,34,Non-technology Related Job,188,SD,274,30,No,No,0.58,3178,794,0,2015,2 -76,229929,0,0,4251013249,3696,Yes,PhD or equivalent,Male,Yes,Single,68,\N,0,3,74,Technology Related Job,48,CT,277,140,No,No,0.79,2810,562,0,2015,1 -76,229929,0,0,4251013249,3696,Yes,PhD or equivalent,Male,Yes,Single,68,\N,0,3,74,Technology Related Job,48,CT,277,140,No,No,0.79,5605,622,0,2015,2 -38,90829,0.07,0,4251065892,3697,Yes,High School or below,Female,Yes,Single,6,\N,1,1,93,Non-technology Related Job,220,FL,474,155,No,No,0.24,7054,1007,0,2015,1 -38,90829,0.07,0,4251065892,3697,Yes,High School or below,Female,Yes,Single,6,\N,1,1,93,Non-technology Related Job,220,FL,474,155,No,No,0.24,6863,762,0,2015,2 -54,88858,0.01,0.02,4251014724,3698,Yes,High School or below,Female,Yes,Married,13,\N,3,6,33,Technology Related Job,80,MT,477,15,No,No,0.45,6899,985,0,2015,1 -54,88858,0.01,0.02,4251014724,3698,Yes,High School or below,Female,Yes,Married,13,\N,3,6,33,Technology Related Job,80,MT,477,15,No,No,0.45,5879,734,0,2015,2 -17,199759,0.07,0.02,4251036538,3699,Yes,High School or below,Male,Yes,Married,71,\N,1,4,52,Non-technology Related Job,253,NV,174,30,No,Yes,0.91,3482,696,0,2015,1 -17,199759,0.07,0.02,4251036538,3699,Yes,High School or below,Male,Yes,Married,71,\N,1,4,52,Non-technology Related Job,253,NV,174,30,No,Yes,0.91,1338,446,0,2015,2 -33,197788,0.01,0,4251092707,3700,Yes,High School or below,Female,Yes,Single,79,\N,3,2,92,Technology Related Job,113,VT,178,140,No,No,0.12,5877,979,0,2015,1 -33,197788,0.01,0,4251092707,3700,Yes,High School or below,Female,Yes,Single,79,\N,3,2,92,Technology Related Job,113,VT,178,140,No,No,0.12,6437,715,0,2015,2 -63,58688,0.07,0,4251069806,3701,Yes,Bachelor or equivalent,Male,No,Married,17,\N,0,7,11,Non-technology Related Job,285,WA,375,155,No,No,0.58,2110,527,0,2015,1 -63,58688,0.07,0,4251069806,3701,Yes,Bachelor or equivalent,Male,No,Married,17,\N,0,7,11,Non-technology Related Job,285,WA,375,155,No,No,0.58,3198,533,0,2015,2 -63,58688,0.07,0,4251069806,3701,Yes,Bachelor or equivalent,Male,No,Married,17,\N,0,7,11,Non-technology Related Job,285,WA,375,155,No,No,0.58,391,391,0,2015,3 -79,56717,0.01,0.02,4251072456,3702,Yes,Bachelor or equivalent,Male,No,Single,24,\N,3,5,51,Technology Related Job,145,IL,378,15,No,No,0.79,5420,1084,0,2015,1 -79,56717,0.01,0.02,4251072456,3702,Yes,Bachelor or equivalent,Male,No,Single,24,\N,3,5,51,Technology Related Job,145,IL,378,15,No,No,0.79,2707,541,0,2015,2 -41,167617,0.07,0.02,4251020111,3703,No,Bachelor or equivalent,Female,Yes,Single,82,\N,0,2,70,Non-technology Related Job,318,IA,75,30,No,No,0.25,2098,699,0,2015,1 -41,167617,0.07,0.02,4251020111,3703,No,Bachelor or equivalent,Female,Yes,Single,82,\N,0,2,70,Non-technology Related Job,318,IA,75,30,No,No,0.25,2355,588,0,2015,2 -57,165646,0.01,0,4251033086,3704,Yes,Master or equivalent,Female,Yes,Married,89,\N,3,0,10,Technology Related Job,178,NY,78,140,No,No,0.46,5110,730,0,2015,1 -57,165646,0.01,0,4251033086,3704,Yes,Master or equivalent,Female,Yes,Married,89,\N,3,0,10,Technology Related Job,178,NY,78,140,No,No,0.46,1572,393,0,2015,2 -20,26547,0,0,4251039838,3705,Yes,PhD or equivalent,Male,Yes,Married,27,\N,0,5,29,Non-technology Related Job,350,ND,275,155,No,No,0.91,1483,296,0,2015,1 -20,26547,0,0,4251039838,3705,Yes,PhD or equivalent,Male,Yes,Married,27,\N,0,5,29,Non-technology Related Job,350,ND,275,155,No,No,0.91,6146,768,0,2015,2 -35,24576,0.02,0.02,4251061341,3706,Yes,High School or below,Female,Yes,Married,35,\N,2,3,69,Technology Related Job,211,AL,278,15,No,No,0.12,2242,560,0,2015,1 -35,24576,0.02,0.02,4251061341,3706,Yes,High School or below,Female,Yes,Married,35,\N,2,3,69,Technology Related Job,211,AL,278,15,No,No,0.12,5000,714,0,2015,2 -66,135476,0,0.02,4251047404,3707,Yes,High School or below,Male,No,Married,93,\N,3,0,87,Non-technology Related Job,383,AZ,475,30,No,No,0.58,2429,485,0,2015,1 -66,135476,0,0.02,4251047404,3707,Yes,High School or below,Male,No,Married,93,\N,3,0,87,Non-technology Related Job,383,AZ,475,30,No,No,0.58,1472,490,0,2015,2 -14,133505,0.02,0,4251032710,3708,Yes,High School or below,Male,Yes,Single,100,\N,2,6,28,Technology Related Job,243,ME,479,140,No,Yes,0.79,3543,885,0,2015,1 -14,133505,0.02,0,4251032710,3708,Yes,High School or below,Male,Yes,Single,100,\N,2,6,28,Technology Related Job,243,ME,479,140,No,Yes,0.79,5291,661,0,2015,2 -14,133505,0.02,0,4251032710,3708,Yes,High School or below,Male,Yes,Single,100,\N,2,6,28,Technology Related Job,243,ME,479,140,No,Yes,0.79,767,767,0,2015,3 -44,244405,0,0,4251064313,3709,Yes,High School or below,Female,Yes,Single,38,\N,3,3,46,Non-technology Related Job,416,MA,176,155,No,No,0.25,2553,851,1,2015,1 -44,244405,0,0,4251064313,3709,Yes,High School or below,Female,Yes,Single,38,\N,3,3,46,Non-technology Related Job,416,MA,176,155,No,No,0.25,1924,481,1,2015,2 -60,242434,0.02,0.02,4251043607,3710,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,2,1,87,Technology Related Job,276,PA,179,15,No,No,0.46,2733,546,0,2015,1 -60,242434,0.02,0.02,4251043607,3710,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,2,1,87,Technology Related Job,276,PA,179,15,No,No,0.46,3986,996,0,2015,2 -22,103335,0,0.02,4251053949,3711,Yes,Bachelor or equivalent,Male,Yes,Single,103,\N,3,7,5,Non-technology Related Job,448,SC,376,30,No,No,0.91,2779,694,0,2015,1 -22,103335,0,0.02,4251053949,3711,Yes,Bachelor or equivalent,Male,Yes,Single,103,\N,3,7,5,Non-technology Related Job,448,SC,376,30,No,No,0.91,2332,583,0,2015,2 -38,101364,0.02,0,4251076182,3712,Yes,Master or equivalent,Female,Yes,Married,111,\N,1,4,46,Technology Related Job,308,CT,379,140,No,No,0.12,3707,463,0,2015,1 -38,101364,0.02,0,4251076182,3712,Yes,Master or equivalent,Female,Yes,Married,111,\N,1,4,46,Technology Related Job,308,CT,379,140,No,No,0.12,4346,620,0,2015,2 -69,212264,0.01,0,4251051381,3713,Yes,Master or equivalent,Male,Yes,Married,49,\N,3,2,64,Non-technology Related Job,481,FL,76,155,No,No,0.58,1583,791,0,2015,1 -69,212264,0.01,0,4251051381,3713,Yes,Master or equivalent,Male,Yes,Married,49,\N,3,2,64,Non-technology Related Job,481,FL,76,155,No,No,0.58,3848,769,0,2015,2 -16,210293,0.03,0.02,4251085159,3714,Yes,High School or below,Male,Yes,Single,56,\N,1,7,5,Technology Related Job,341,MO,80,15,No,No,0.79,3891,778,1,2015,1 -16,210293,0.03,0.02,4251085159,3714,Yes,High School or below,Male,Yes,Single,56,\N,1,7,5,Technology Related Job,341,MO,80,15,No,No,0.79,4920,702,1,2015,2 -47,71194,0.01,0.02,4251085516,3715,Yes,High School or below,Female,Yes,Single,114,\N,2,5,23,Non-technology Related Job,13,NE,277,30,No,No,0.25,4203,525,0,2015,1 -47,71194,0.01,0.02,4251085516,3715,Yes,High School or below,Female,Yes,Single,114,\N,2,5,23,Non-technology Related Job,13,NE,277,30,No,No,0.25,2387,795,0,2015,2 -63,69223,0.03,0,4251055967,3716,Yes,High School or below,Male,No,Single,2,\N,1,2,64,Technology Related Job,373,UT,280,140,Yes,No,0.46,3042,507,0,2015,1 -63,69223,0.03,0,4251055967,3716,Yes,High School or below,Male,No,Single,2,\N,1,2,64,Technology Related Job,373,UT,280,140,Yes,No,0.46,3153,630,0,2015,2 -25,180123,0.01,0,4251066670,3717,Yes,High School or below,Female,Yes,Single,60,\N,2,0,82,Non-technology Related Job,46,VA,477,155,No,No,0.91,4975,710,0,2015,1 -25,180123,0.01,0,4251066670,3717,Yes,High School or below,Female,Yes,Single,60,\N,2,0,82,Non-technology Related Job,46,VA,477,155,No,No,0.91,2381,396,0,2015,2 -27,235080,0.05,0,4251076262,3718,Yes,High School or below,Male,Yes,Married,30,\N,3,2,51,Non-technology Related Job,222,RI,76,190,No,No,0.45,5968,663,0,2015,1 -27,235080,0.05,0,4251076262,3718,Yes,High School or below,Male,Yes,Married,30,\N,3,2,51,Non-technology Related Job,222,RI,76,190,No,No,0.45,6290,786,0,2015,2 -43,233109,0.07,0.01,4251061816,3719,Yes,Bachelor or equivalent,Male,Yes,Single,38,\N,2,7,92,Technology Related Job,82,CA,80,50,No,No,0.66,8380,838,0,2015,2 -74,94010,0.05,0.02,4251025695,3720,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,3,5,10,Non-technology Related Job,255,CT,277,65,No,No,0.11,2565,641,0,2015,1 -74,94010,0.05,0.02,4251025695,3720,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,3,5,10,Non-technology Related Job,255,CT,277,65,No,No,0.11,1822,911,0,2015,2 -74,94010,0.05,0.02,4251025695,3720,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,3,5,10,Non-technology Related Job,255,CT,277,65,No,No,0.11,1356,1356,0,2015,3 -21,92039,0.07,0.03,4251054060,3721,Yes,Master or equivalent,Male,No,Married,103,\N,2,2,51,Technology Related Job,115,MS,280,175,No,No,0.32,5160,645,0,2015,1 -21,92039,0.07,0.03,4251054060,3721,Yes,Master or equivalent,Male,No,Married,103,\N,2,2,51,Technology Related Job,115,MS,280,175,No,No,0.32,2257,451,0,2015,2 -52,202939,0.05,0,4251016326,3722,Yes,PhD or equivalent,Female,Yes,Married,41,\N,3,0,69,Non-technology Related Job,287,MT,477,190,No,No,0.78,4380,547,0,2015,1 -52,202939,0.05,0,4251016326,3722,Yes,PhD or equivalent,Female,Yes,Married,41,\N,3,0,69,Non-technology Related Job,287,MT,477,190,No,No,0.78,5710,571,0,2015,2 -68,200968,0.07,0.01,4251025119,3723,Yes,High School or below,Female,Yes,Married,49,\N,1,6,10,Technology Related Job,147,TX,480,50,No,No,0.99,5343,667,0,2015,1 -68,200968,0.07,0.01,4251025119,3723,Yes,High School or below,Female,Yes,Married,49,\N,1,6,10,Technology Related Job,147,TX,480,50,No,No,0.99,4643,773,0,2015,2 -30,61869,0.06,0.02,4251064958,3724,Yes,High School or below,Male,Yes,Married,107,\N,3,3,28,Non-technology Related Job,320,VT,177,65,No,No,0.45,5142,514,0,2015,1 -30,61869,0.06,0.02,4251064958,3724,Yes,High School or below,Male,Yes,Married,107,\N,3,3,28,Non-technology Related Job,320,VT,177,65,No,No,0.45,2408,602,0,2015,2 -30,61869,0.06,0.02,4251064958,3724,Yes,High School or below,Male,Yes,Married,107,\N,3,3,28,Non-technology Related Job,320,VT,177,65,No,No,0.45,1640,820,0,2015,3 -46,59897,0,0.03,4251071129,3725,Yes,High School or below,Female,Yes,Single,114,\N,1,1,69,Technology Related Job,180,HI,181,175,No,No,0.66,5355,892,0,2015,1 -46,59897,0,0.03,4251071129,3725,Yes,High School or below,Female,Yes,Single,114,\N,1,1,69,Technology Related Job,180,HI,181,175,No,No,0.66,7974,886,0,2015,2 -76,170798,0.06,0,4251021418,3726,Yes,High School or below,Female,No,Single,52,\N,2,6,87,Non-technology Related Job,352,IL,377,190,No,No,0.11,3247,811,0,2015,1 -76,170798,0.06,0,4251021418,3726,Yes,High School or below,Female,No,Single,52,\N,2,6,87,Non-technology Related Job,352,IL,377,190,No,No,0.11,401,401,0,2015,2 -76,170798,0.06,0,4251021418,3726,Yes,High School or below,Female,No,Single,52,\N,2,6,87,Non-technology Related Job,352,IL,377,190,No,No,0.11,646,646,0,2015,3 -24,168827,0,0.01,4251019643,3727,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,1,4,28,Non-technology Related Job,212,NJ,381,50,No,No,0.32,1056,1056,0,2015,1 -24,168827,0,0.01,4251019643,3727,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,1,4,28,Non-technology Related Job,212,NJ,381,50,No,No,0.32,5172,862,0,2015,2 -26,223784,0.03,0.01,4251084279,3728,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,6,97,Non-technology Related Job,389,MN,480,85,No,No,0.86,4716,673,0,2015,1 -26,223784,0.03,0.01,4251084279,3728,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,6,97,Non-technology Related Job,389,MN,480,85,No,No,0.86,4079,815,0,2015,2 -29,28742,0.07,0.01,4251039390,3729,Yes,Bachelor or equivalent,Female,Yes,Married,1,\N,3,0,66,Non-technology Related Job,65,IA,79,120,No,No,0.39,5085,847,0,2015,1 -29,28742,0.07,0.01,4251039390,3729,Yes,Bachelor or equivalent,Female,Yes,Married,1,\N,3,0,66,Non-technology Related Job,65,IA,79,120,No,No,0.39,3841,960,0,2015,2 -44,26771,0.01,0.02,4251090008,3730,Yes,Master or equivalent,Female,Yes,Single,9,\N,2,5,7,Technology Related Job,425,NY,83,230,No,No,0.6,5389,1077,0,2015,1 -44,26771,0.01,0.02,4251090008,3730,Yes,Master or equivalent,Female,Yes,Single,9,\N,2,5,7,Technology Related Job,425,NY,83,230,No,No,0.6,1066,533,0,2015,2 -47,81728,0.05,0.02,4251033659,3731,Yes,High School or below,Female,No,Married,99,\N,3,0,76,Technology Related Job,101,MO,182,15,No,Yes,0.13,2753,917,0,2015,1 -47,81728,0.05,0.02,4251033659,3731,Yes,High School or below,Female,No,Married,99,\N,3,0,76,Technology Related Job,101,MO,182,15,No,Yes,0.13,8057,895,0,2015,2 -49,136686,0,0.01,4251023053,3732,Yes,High School or below,Female,Yes,Single,70,\N,0,2,46,Non-technology Related Job,277,LA,281,50,No,No,0.66,4033,1008,0,2015,1 -49,136686,0,0.01,4251023053,3732,Yes,High School or below,Female,Yes,Single,70,\N,0,2,46,Non-technology Related Job,277,LA,281,50,No,No,0.66,4490,748,0,2015,2 -79,247586,0.07,0.02,4251067291,3733,Yes,High School or below,Male,Yes,Single,8,\N,1,7,64,Non-technology Related Job,450,ME,478,65,No,No,0.12,3518,879,0,2015,1 -79,247586,0.07,0.02,4251067291,3733,Yes,High School or below,Male,Yes,Single,8,\N,1,7,64,Non-technology Related Job,450,ME,478,65,No,No,0.12,2541,508,0,2015,2 -27,245615,0.01,0.03,4251070568,3734,No,High School or below,Male,Yes,Single,16,\N,0,5,4,Non-technology Related Job,310,OK,482,175,No,No,0.33,5469,683,0,2015,1 -27,245615,0.01,0.03,4251070568,3734,No,High School or below,Male,Yes,Single,16,\N,0,5,4,Non-technology Related Job,310,OK,482,175,No,No,0.33,964,964,0,2015,2 -27,245615,0.01,0.03,4251070568,3734,No,High School or below,Male,Yes,Single,16,\N,0,5,4,Non-technology Related Job,310,OK,482,175,No,No,0.33,509,254,0,2015,3 -57,106515,0.07,0,4251085613,3735,Yes,High School or below,Female,Yes,Single,74,\N,1,3,23,Non-technology Related Job,482,PA,179,190,No,No,0.78,8183,909,0,2015,1 -57,106515,0.07,0,4251085613,3735,Yes,High School or below,Female,Yes,Single,74,\N,1,3,23,Non-technology Related Job,482,PA,179,190,No,No,0.78,3028,504,0,2015,2 -73,104544,0.01,0.01,4251080453,3736,Yes,Bachelor or equivalent,Female,No,Married,81,\N,0,0,63,Non-technology Related Job,343,CA,182,50,No,No,0.99,9317,1164,0,2015,1 -73,104544,0.01,0.01,4251080453,3736,Yes,Bachelor or equivalent,Female,No,Married,81,\N,0,0,63,Non-technology Related Job,343,CA,182,50,No,No,0.99,1325,662,0,2015,2 -36,215445,0.07,0.02,4251018893,3737,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,1,6,82,Non-technology Related Job,15,CT,379,65,No,No,0.45,5557,1111,1,2015,1 -36,215445,0.07,0.02,4251018893,3737,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,1,6,82,Non-technology Related Job,15,CT,379,65,No,No,0.45,6764,845,1,2015,2 -38,20402,0.03,0.01,4251037674,3738,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,2,0,51,Others,191,WI,478,100,No,No,0.98,1846,615,0,2015,1 -38,20402,0.03,0.01,4251037674,3738,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,2,0,51,Others,191,WI,478,100,No,No,0.98,3924,784,0,2015,2 -25,212488,0.02,0.02,4251091222,3739,Yes,Master or equivalent,Female,Yes,Single,30,\N,1,2,43,Technology Related Job,55,CT,384,230,No,No,0.27,5345,668,0,2015,1 -25,212488,0.02,0.02,4251091222,3739,Yes,Master or equivalent,Female,Yes,Single,30,\N,1,2,43,Technology Related Job,55,CT,384,230,No,No,0.27,2607,869,0,2015,2 -56,73389,0,0.02,4251047207,3740,Yes,Master or equivalent,Male,Yes,Single,88,\N,2,7,61,Non-technology Related Job,228,FL,81,245,No,No,0.72,6204,775,0,2015,1 -56,73389,0,0.02,4251047207,3740,Yes,Master or equivalent,Male,Yes,Single,88,\N,2,7,61,Non-technology Related Job,228,FL,81,245,No,No,0.72,4725,945,0,2015,2 -58,128346,0.04,0.02,4251090474,3741,Yes,High School or below,Female,Yes,Married,59,\N,3,2,30,Non-technology Related Job,404,AL,180,30,No,No,0.25,3714,742,0,2015,1 -58,128346,0.04,0.02,4251090474,3741,Yes,High School or below,Female,Yes,Married,59,\N,3,2,30,Non-technology Related Job,404,AL,180,30,No,No,0.25,4213,702,0,2015,2 -60,183303,0,0.02,4251030766,3742,Yes,High School or below,Female,No,Single,30,\N,0,4,0,Non-technology Related Job,80,UT,280,65,No,No,0.78,2408,602,0,2015,1 -60,183303,0,0.02,4251030766,3742,Yes,High School or below,Female,No,Single,30,\N,0,4,0,Non-technology Related Job,80,UT,280,65,No,No,0.78,2511,418,0,2015,2 -62,238261,0.03,0.01,4251075410,3743,Yes,High School or below,Female,Yes,Married,1,\N,2,6,69,Others,256,OR,379,100,No,No,0.31,2554,364,0,2015,1 -62,238261,0.03,0.01,4251075410,3743,Yes,High School or below,Female,Yes,Married,1,\N,2,6,69,Others,256,OR,379,100,No,No,0.31,1685,561,0,2015,2 -62,238261,0.03,0.01,4251075410,3743,Yes,High School or below,Female,Yes,Married,1,\N,2,6,69,Others,256,OR,379,100,No,No,0.31,785,785,0,2015,3 -78,236290,0.05,0.03,4251038232,3744,Yes,High School or below,Female,Yes,Single,8,\N,0,3,10,Non-technology Related Job,116,AZ,382,210,No,No,0.53,4309,718,0,2015,1 -78,236290,0.05,0.03,4251038232,3744,Yes,High School or below,Female,Yes,Single,8,\N,0,3,10,Non-technology Related Job,116,AZ,382,210,No,No,0.53,7275,1039,0,2015,2 -78,236290,0.05,0.03,4251038232,3744,Yes,High School or below,Female,Yes,Single,8,\N,0,3,10,Non-technology Related Job,116,AZ,382,210,No,No,0.53,86,86,0,2015,3 -41,97190,0.03,0.03,4251059838,3745,Yes,High School or below,Male,Yes,Single,66,\N,1,1,28,Others,289,CA,79,225,Yes,No,0.98,4660,776,0,2015,1 -41,97190,0.03,0.03,4251059838,3745,Yes,High School or below,Male,Yes,Single,66,\N,1,1,28,Others,289,CA,79,225,Yes,No,0.98,2968,494,0,2015,2 -28,39276,0.03,0,4251097542,3746,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,0,3,19,Technology Related Job,153,IL,485,105,No,No,0.27,3791,758,0,2015,1 -28,39276,0.03,0,4251097542,3746,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,0,3,19,Technology Related Job,153,IL,485,105,No,No,0.27,4150,691,0,2015,2 -30,94234,0.07,0,4251076678,3747,Yes,Bachelor or equivalent,Male,No,Married,77,\N,1,5,89,Non-technology Related Job,329,CO,84,140,No,No,0.8,4306,717,0,2015,1 -30,94234,0.07,0,4251076678,3747,Yes,Bachelor or equivalent,Male,No,Married,77,\N,1,5,89,Non-technology Related Job,329,CO,84,140,No,No,0.8,4146,691,0,2015,2 -61,205134,0.05,0,4251039491,3748,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,2,3,7,Non-technology Related Job,2,CT,281,155,No,No,0.25,2842,568,0,2015,1 -61,205134,0.05,0,4251039491,3748,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,2,3,7,Non-technology Related Job,2,CT,281,155,No,No,0.25,2329,776,0,2015,2 -63,10092,0,0,4251092448,3749,Yes,Master or equivalent,Female,Yes,Single,106,\N,0,5,77,Non-technology Related Job,178,WY,381,190,No,No,0.78,6616,735,0,2015,1 -63,10092,0,0,4251092448,3749,Yes,Master or equivalent,Female,Yes,Single,106,\N,0,5,77,Non-technology Related Job,178,WY,381,190,No,No,0.78,2347,391,0,2015,2 -65,65049,0.04,0.03,4251059145,3750,Yes,Master or equivalent,Female,Yes,Married,77,\N,1,7,46,Others,354,TX,480,225,No,No,0.32,4223,527,0,2015,1 -65,65049,0.04,0.03,4251059145,3750,Yes,Master or equivalent,Female,Yes,Married,77,\N,1,7,46,Others,354,TX,480,225,No,No,0.32,5399,899,0,2015,2 -13,63078,0.06,0.01,4251059687,3751,Yes,High School or below,Female,Yes,Single,84,\N,3,5,86,Non-technology Related Job,214,GA,483,85,No,Yes,0.53,7219,1031,0,2015,1 -13,63078,0.06,0.01,4251059687,3751,Yes,High School or below,Female,Yes,Single,84,\N,3,5,86,Non-technology Related Job,214,GA,483,85,No,Yes,0.53,1520,380,0,2015,2 -15,118035,0.02,0,4251076699,3752,Yes,High School or below,Female,Yes,Married,55,\N,0,7,56,Non-technology Related Job,390,AK,83,120,No,No,0.06,6456,717,0,2015,1 -15,118035,0.02,0,4251076699,3752,Yes,High School or below,Female,Yes,Married,55,\N,0,7,56,Non-technology Related Job,390,AK,83,120,No,No,0.06,3227,806,0,2015,2 -17,172993,0.05,0,4251073348,3753,No,High School or below,Male,No,Single,26,\N,2,1,25,Non-technology Related Job,67,VT,182,155,No,No,0.59,4568,652,0,2015,1 -17,172993,0.05,0,4251073348,3753,No,High School or below,Male,No,Single,26,\N,2,1,25,Non-technology Related Job,67,VT,182,155,No,No,0.59,4870,541,0,2015,2 -33,171022,0.07,0.02,4251019478,3754,Yes,High School or below,Female,No,Married,33,\N,0,6,65,Non-technology Related Job,427,ID,185,15,No,No,0.8,636,318,0,2015,1 -33,171022,0.07,0.02,4251019478,3754,Yes,High School or below,Female,No,Married,33,\N,0,6,65,Non-technology Related Job,427,ID,185,15,No,No,0.8,1986,993,0,2015,2 -35,225979,0.03,0.01,4251041845,3755,Yes,High School or below,Male,Yes,Single,4,\N,1,0,35,Non-technology Related Job,103,AR,284,50,No,No,0.33,4079,1019,0,2015,1 -35,225979,0.03,0.01,4251041845,3755,Yes,High School or below,Male,Yes,Single,4,\N,1,0,35,Non-technology Related Job,103,AR,284,50,No,No,0.33,2115,705,0,2015,2 -38,30937,0.07,0.01,4251027609,3756,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,3,3,4,Non-technology Related Job,279,WA,384,85,No,No,0.86,2829,565,0,2015,1 -38,30937,0.07,0.01,4251027609,3756,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,3,3,4,Non-technology Related Job,279,WA,384,85,No,No,0.86,3868,644,0,2015,2 -68,141837,0.05,0.01,4251015485,3757,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,0,0,23,Others,452,WI,81,100,No,No,0.32,4692,521,0,2015,1 -68,141837,0.05,0.01,4251015485,3757,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,0,0,23,Others,452,WI,81,100,No,No,0.32,1464,366,0,2015,2 -56,83923,0.04,0.02,4251093217,3758,Yes,Bachelor or equivalent,Male,No,Married,73,\N,2,2,14,Technology Related Job,316,CO,486,230,No,No,0.6,4385,548,0,2015,1 -56,83923,0.04,0.02,4251093217,3758,Yes,Bachelor or equivalent,Male,No,Married,73,\N,2,2,14,Technology Related Job,316,CO,486,230,No,No,0.6,4100,820,0,2015,2 -18,194824,0.02,0.02,4251094040,3759,Yes,Master or equivalent,Female,Yes,Married,11,\N,0,0,32,Non-technology Related Job,488,DE,183,245,No,No,0.06,3832,638,0,2015,1 -18,194824,0.02,0.02,4251094040,3759,Yes,Master or equivalent,Female,Yes,Married,11,\N,0,0,32,Non-technology Related Job,488,DE,183,245,No,No,0.06,927,309,0,2015,2 -34,192852,0.04,0,4251017711,3760,Yes,High School or below,Female,Yes,Married,19,\N,2,5,73,Technology Related Job,348,MO,187,105,No,No,0.27,6371,910,0,2015,1 -34,192852,0.04,0,4251017711,3760,Yes,High School or below,Female,Yes,Married,19,\N,2,5,73,Technology Related Job,348,MO,187,105,No,No,0.27,3737,934,0,2015,2 -64,53753,0.03,0,4251078556,3761,Yes,High School or below,Male,Yes,Married,77,\N,3,3,91,Non-technology Related Job,21,NE,384,119,No,Yes,0.73,1218,1218,0,2015,1 -64,53753,0.03,0,4251078556,3761,Yes,High School or below,Male,Yes,Married,77,\N,3,3,91,Non-technology Related Job,21,NE,384,119,No,Yes,0.73,6426,714,0,2015,2 -12,51782,0.05,0.02,4251032232,3762,Yes,High School or below,Male,Yes,Single,84,\N,2,0,32,Technology Related Job,381,UT,387,229,No,No,0.94,2252,563,0,2015,1 -12,51782,0.05,0.02,4251032232,3762,Yes,High School or below,Male,Yes,Single,84,\N,2,0,32,Technology Related Job,381,UT,387,229,No,No,0.94,4020,804,0,2015,2 -14,106739,0,0.02,4251025812,3763,Yes,High School or below,Male,No,Married,55,\N,3,3,1,Non-technology Related Job,57,OK,486,14,No,No,0.47,2661,665,0,2015,1 -14,106739,0,0.02,4251025812,3763,Yes,High School or below,Male,No,Married,55,\N,3,3,1,Non-technology Related Job,57,OK,486,14,No,No,0.47,2371,395,0,2015,2 -45,217640,0.07,0.02,4251095980,3764,Yes,High School or below,Female,Yes,Married,113,\N,0,0,20,Non-technology Related Job,229,PA,183,29,No,No,0.92,4811,801,0,2015,1 -45,217640,0.07,0.02,4251095980,3764,Yes,High School or below,Female,Yes,Married,113,\N,0,0,20,Non-technology Related Job,229,PA,183,29,No,No,0.92,476,476,0,2015,2 -61,215669,0.01,0.03,4251073024,3765,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,3,6,60,Non-technology Related Job,90,CA,187,139,No,No,0.13,3101,620,1,2015,1 -61,215669,0.01,0.03,4251073024,3765,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,3,6,60,Non-technology Related Job,90,CA,187,139,No,No,0.13,1725,345,1,2015,2 -23,76569,0.07,0,4251100256,3766,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,0,3,79,Non-technology Related Job,262,CT,384,154,No,No,0.59,669,334,1,2015,1 -23,76569,0.07,0,4251100256,3766,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,0,3,79,Non-technology Related Job,262,CT,384,154,No,No,0.59,5872,978,1,2015,2 -39,74598,0.01,0.01,4251031181,3767,Yes,Master or equivalent,Female,Yes,Single,66,\N,3,1,19,Non-technology Related Job,122,MS,387,14,No,No,0.8,1984,661,0,2015,1 -39,74598,0.01,0.01,4251031181,3767,Yes,Master or equivalent,Female,Yes,Single,66,\N,3,1,19,Non-technology Related Job,122,MS,387,14,No,No,0.8,1236,618,0,2015,2 -69,185498,0.07,0.02,4251037082,3768,Yes,Master or equivalent,Male,No,Single,3,\N,0,6,38,Non-technology Related Job,295,MO,84,29,No,No,0.26,5812,968,0,2015,1 -69,185498,0.07,0.02,4251037082,3768,Yes,Master or equivalent,Male,No,Single,3,\N,0,6,38,Non-technology Related Job,295,MO,84,29,No,No,0.26,546,546,0,2015,2 -71,240456,0.03,0.01,4251025497,3769,Yes,Master or equivalent,Female,Yes,Married,94,\N,1,1,7,Others,471,LA,183,64,No,No,0.79,1513,504,0,2015,1 -71,240456,0.03,0.01,4251025497,3769,Yes,Master or equivalent,Female,Yes,Married,94,\N,1,1,7,Others,471,LA,183,64,No,No,0.79,3206,641,0,2015,2 -19,238485,0.05,0.03,4251088615,3770,Yes,High School or below,Male,Yes,Single,102,\N,0,6,47,Non-technology Related Job,331,OH,187,174,No,No,0,4270,711,0,2015,1 -19,238485,0.05,0.03,4251088615,3770,Yes,High School or below,Male,Yes,Single,102,\N,0,6,47,Non-technology Related Job,331,OH,187,174,No,No,0,1774,443,0,2015,2 -21,43442,0,0.03,4251048202,3771,No,High School or below,Female,Yes,Married,73,\N,1,0,17,Non-technology Related Job,7,NV,286,209,No,No,0.53,4208,701,0,2015,1 -21,43442,0,0.03,4251048202,3771,No,High School or below,Female,Yes,Married,73,\N,1,0,17,Non-technology Related Job,7,NV,286,209,No,No,0.53,3751,625,0,2015,2 -24,98400,0.04,0.02,4251021526,3772,Yes,High School or below,Female,Yes,Single,43,\N,2,2,86,Non-technology Related Job,183,MD,385,244,No,No,0.06,4906,817,0,2015,1 -24,98400,0.04,0.02,4251021526,3772,Yes,High School or below,Female,Yes,Single,43,\N,2,2,86,Non-technology Related Job,183,MD,385,244,No,No,0.06,3607,721,0,2015,2 -39,96429,0.06,0,4251056142,3773,Yes,High School or below,Female,Yes,Married,51,\N,0,0,26,Non-technology Related Job,44,OR,389,104,No,No,0.27,4994,713,0,2015,1 -39,96429,0.06,0,4251056142,3773,Yes,High School or below,Female,Yes,Married,51,\N,0,0,26,Non-technology Related Job,44,OR,389,104,No,No,0.27,8629,958,0,2015,2 -70,207329,0.04,0,4251066749,3774,Yes,Bachelor or equivalent,Male,Yes,Married,109,\N,2,5,45,Non-technology Related Job,216,RI,86,119,No,No,0.73,638,319,0,2015,1 -70,207329,0.04,0,4251066749,3774,Yes,Bachelor or equivalent,Male,Yes,Married,109,\N,2,5,45,Non-technology Related Job,216,RI,86,119,No,No,0.73,4351,1087,0,2015,2 -18,205358,0.06,0.02,4251096306,3775,Yes,Bachelor or equivalent,Female,Yes,Single,116,\N,0,3,85,Non-technology Related Job,76,CO,89,229,No,No,0.94,4512,902,0,2015,1 -18,205358,0.06,0.02,4251096306,3775,Yes,Bachelor or equivalent,Female,Yes,Single,116,\N,0,3,85,Non-technology Related Job,76,CO,89,229,No,No,0.94,4630,578,0,2015,2 -18,205358,0.06,0.02,4251096306,3775,Yes,Bachelor or equivalent,Female,Yes,Single,116,\N,0,3,85,Non-technology Related Job,76,CO,89,229,No,No,0.94,1079,1079,0,2015,3 -48,66258,0.04,0.02,4251039609,3776,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,1,0,4,Non-technology Related Job,249,DE,286,244,No,No,0.4,2475,618,1,2015,1 -48,66258,0.04,0.02,4251039609,3776,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,1,0,4,Non-technology Related Job,249,DE,286,244,No,No,0.4,5772,721,1,2015,2 -64,64287,0.06,0,4251038625,3777,Yes,Master or equivalent,Male,Yes,Single,62,\N,0,6,44,Non-technology Related Job,109,MS,289,104,No,No,0.61,6271,895,0,2015,1 -64,64287,0.06,0,4251038625,3777,Yes,Master or equivalent,Male,Yes,Single,62,\N,0,6,44,Non-technology Related Job,109,MS,289,104,No,No,0.61,5456,779,0,2015,2 -26,175188,0.05,0,4251033143,3778,Yes,PhD or equivalent,Female,No,Single,0,\N,1,4,63,Non-technology Related Job,281,MT,486,119,No,No,0.06,1523,304,0,2015,1 -26,175188,0.05,0,4251033143,3778,Yes,PhD or equivalent,Female,No,Single,0,\N,1,4,63,Non-technology Related Job,281,MT,486,119,No,No,0.06,6361,795,0,2015,2 -42,173217,0.07,0.02,4251014225,3779,Yes,High School or below,Female,No,Married,7,\N,0,1,3,Non-technology Related Job,141,TX,490,229,No,No,0.27,3759,751,1,2015,1 -42,173217,0.07,0.02,4251014225,3779,Yes,High School or below,Female,No,Married,7,\N,0,1,3,Non-technology Related Job,141,TX,490,229,No,No,0.27,5199,866,1,2015,2 -73,34117,0.05,0.02,4251082363,3780,Yes,High School or below,Male,Yes,Married,65,\N,1,7,22,Non-technology Related Job,314,VT,186,244,No,No,0.73,3357,671,0,2015,1 -73,34117,0.05,0.02,4251082363,3780,Yes,High School or below,Male,Yes,Married,65,\N,1,7,22,Non-technology Related Job,314,VT,186,244,No,No,0.73,3731,746,0,2015,2 -20,32146,0.07,0,4251022166,3781,Yes,High School or below,Female,Yes,Married,72,\N,3,4,62,Non-technology Related Job,174,ID,190,104,No,No,0.94,3772,754,0,2015,1 -20,32146,0.07,0,4251022166,3781,Yes,High School or below,Female,Yes,Married,72,\N,3,4,62,Non-technology Related Job,174,ID,190,104,No,No,0.94,7103,887,0,2015,2 -51,143047,0.05,0,4251029645,3782,Yes,High School or below,Male,Yes,Married,10,\N,1,2,81,Non-technology Related Job,346,IN,387,119,No,No,0.4,2206,551,0,2015,1 -51,143047,0.05,0,4251029645,3782,Yes,High School or below,Male,Yes,Married,10,\N,1,2,81,Non-technology Related Job,346,IN,387,119,No,No,0.4,6125,1020,0,2015,2 -51,143047,0.05,0,4251029645,3782,Yes,High School or below,Male,Yes,Married,10,\N,1,2,81,Non-technology Related Job,346,IN,387,119,No,No,0.4,1202,1202,0,2015,3 -67,141076,0.07,0.02,4251096071,3783,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,3,7,21,Non-technology Related Job,206,NJ,390,229,No,No,0.61,3872,774,0,2015,1 -67,141076,0.07,0.02,4251096071,3783,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,3,7,21,Non-technology Related Job,206,NJ,390,229,No,No,0.61,1598,799,0,2015,2 -29,1976,0.05,0.02,4251059759,3784,Yes,Bachelor or equivalent,Female,No,Single,76,\N,0,5,40,Non-technology Related Job,379,NY,87,244,No,Yes,0.06,4548,568,0,2015,1 -29,1976,0.05,0.02,4251059759,3784,Yes,Bachelor or equivalent,Female,No,Single,76,\N,0,5,40,Non-technology Related Job,379,NY,87,244,No,Yes,0.06,3565,891,0,2015,2 -45,5,0,0,4251052384,3785,Yes,Master or equivalent,Female,Yes,Married,83,\N,3,2,80,Non-technology Related Job,239,WI,90,104,No,No,0.27,1184,394,0,2015,1 -45,5,0,0,4251052384,3785,Yes,Master or equivalent,Female,Yes,Married,83,\N,3,2,80,Non-technology Related Job,239,WI,90,104,No,No,0.27,3355,559,0,2015,2 -75,110905,0.06,0,4251054303,3786,Yes,Master or equivalent,Male,Yes,Married,21,\N,0,0,99,Others,411,AL,287,119,No,No,0.73,5973,543,0,2015,1 -75,110905,0.06,0,4251054303,3786,Yes,Master or equivalent,Male,Yes,Married,21,\N,0,0,99,Others,411,AL,287,119,No,No,0.73,2834,708,0,2015,2 -75,110905,0.06,0,4251054303,3786,Yes,Master or equivalent,Male,Yes,Married,21,\N,0,0,99,Others,411,AL,287,119,No,No,0.73,121,121,0,2015,3 -23,108934,0,0.02,4251009308,3787,Yes,High School or below,Female,Yes,Married,29,\N,3,5,39,Non-technology Related Job,271,LA,291,229,No,No,0.94,6217,888,0,2015,1 -23,108934,0,0.02,4251009308,3787,Yes,High School or below,Female,Yes,Married,29,\N,3,5,39,Non-technology Related Job,271,LA,291,229,No,No,0.94,6574,730,0,2015,2 -54,219835,0.06,0.02,4251034287,3788,Yes,High School or below,Male,Yes,Married,87,\N,0,3,57,Others,444,MD,488,244,No,No,0.4,2506,626,1,2015,1 -54,219835,0.06,0.02,4251034287,3788,Yes,High School or below,Male,Yes,Married,87,\N,0,3,57,Others,444,MD,488,244,No,No,0.4,3572,714,1,2015,2 -70,217864,0,0,4251010029,3789,Yes,High School or below,Male,Yes,Single,94,\N,2,0,98,Non-technology Related Job,304,OK,491,104,No,No,0.61,3168,633,0,2015,1 -70,217864,0,0,4251010029,3789,Yes,High School or below,Male,Yes,Single,94,\N,2,0,98,Non-technology Related Job,304,OK,491,104,No,No,0.61,2212,737,0,2015,2 -70,217864,0,0,4251010029,3789,Yes,High School or below,Male,Yes,Single,94,\N,2,0,98,Non-technology Related Job,304,OK,491,104,No,No,0.61,76,76,0,2015,3 -32,78764,0.06,0,4251020435,3790,Yes,High School or below,Female,Yes,Single,32,\N,0,6,16,Others,476,PA,188,119,No,No,0.06,5425,775,1,2015,1 -32,78764,0.06,0,4251020435,3790,Yes,High School or below,Female,Yes,Single,32,\N,0,6,16,Others,476,PA,188,119,No,No,0.06,5199,649,1,2015,2 -32,78764,0.06,0,4251020435,3790,Yes,High School or below,Female,Yes,Single,32,\N,0,6,16,Others,476,PA,188,119,No,No,0.06,773,773,1,2015,3 -48,76793,0,0.02,4251026735,3791,Yes,Bachelor or equivalent,Female,Yes,Single,39,\N,2,3,57,Non-technology Related Job,337,CA,191,229,No,Yes,0.28,2359,589,0,2015,1 -48,76793,0,0.02,4251026735,3791,Yes,Bachelor or equivalent,Female,Yes,Single,39,\N,2,3,57,Non-technology Related Job,337,CA,191,229,No,Yes,0.28,1554,777,0,2015,2 -78,187693,0.06,0.02,4251095301,3792,Yes,Bachelor or equivalent,Male,Yes,Single,97,\N,3,1,75,Others,9,CT,388,244,No,No,0.73,6263,695,0,2015,1 -78,187693,0.06,0.02,4251095301,3792,Yes,Bachelor or equivalent,Male,Yes,Single,97,\N,3,1,75,Others,9,CT,388,244,No,No,0.73,6505,929,0,2015,2 -26,185722,0.01,0,4251031264,3793,Yes,Master or equivalent,Female,No,Married,105,\N,2,6,16,Non-technology Related Job,369,MS,392,104,No,No,0.94,1451,483,1,2015,1 -26,185722,0.01,0,4251031264,3793,Yes,Master or equivalent,Female,No,Married,105,\N,2,6,16,Non-technology Related Job,369,MS,392,104,No,No,0.94,5312,758,1,2015,2 -26,185722,0.01,0,4251031264,3793,Yes,Master or equivalent,Female,No,Married,105,\N,2,6,16,Non-technology Related Job,369,MS,392,104,No,No,0.94,408,408,1,2015,3 -56,46623,0.07,0,4251042447,3794,Yes,Master or equivalent,Male,Yes,Married,43,\N,3,4,34,Others,42,MT,89,119,No,No,0.4,1966,491,0,2015,1 -56,46623,0.07,0,4251042447,3794,Yes,Master or equivalent,Male,Yes,Married,43,\N,3,4,34,Others,42,MT,89,119,No,No,0.4,4614,659,0,2015,2 -56,46623,0.07,0,4251042447,3794,Yes,Master or equivalent,Male,Yes,Married,43,\N,3,4,34,Others,42,MT,89,119,No,No,0.4,668,668,0,2015,3 -72,44652,0.01,0.02,4251086298,3795,Yes,High School or below,Male,Yes,Single,50,\N,1,2,75,Non-technology Related Job,402,TX,92,229,No,No,0.61,2993,748,0,2015,1 -72,44652,0.01,0.02,4251086298,3795,Yes,High School or below,Male,Yes,Single,50,\N,1,2,75,Non-technology Related Job,402,TX,92,229,No,No,0.61,2683,894,0,2015,2 -35,155552,0.07,0.02,4251010748,3796,Yes,High School or below,Female,Yes,Single,108,\N,3,7,93,Others,74,UT,289,244,No,No,0.07,6001,600,1,2015,1 -35,155552,0.07,0.02,4251010748,3796,Yes,High School or below,Female,Yes,Single,108,\N,3,7,93,Others,74,UT,289,244,No,No,0.07,2701,540,1,2015,2 -51,153581,0.01,0,4251091316,3797,Yes,High School or below,Female,Yes,Single,116,\N,1,5,34,Non-technology Related Job,434,HI,292,104,No,No,0.28,4036,576,0,2015,1 -51,153581,0.01,0,4251091316,3797,Yes,High School or below,Female,Yes,Single,116,\N,1,5,34,Non-technology Related Job,434,HI,292,104,No,No,0.28,1841,368,0,2015,2 -13,14481,0.07,0,4251041909,3798,Yes,High School or below,Male,No,Single,53,\N,2,2,52,Others,107,IL,489,119,No,No,0.73,8938,638,0,2015,1 -13,14481,0.07,0,4251041909,3798,Yes,High School or below,Male,No,Single,53,\N,2,2,52,Others,107,IL,489,119,No,No,0.73,4577,762,0,2015,2 -13,14481,0.07,0,4251041909,3798,Yes,High School or below,Male,No,Single,53,\N,2,2,52,Others,107,IL,489,119,No,No,0.73,329,329,0,2015,3 -29,12510,0.01,0.02,4251023198,3799,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,1,0,93,Non-technology Related Job,467,NJ,493,229,No,No,0.94,2487,829,0,2015,1 -29,12510,0.01,0.02,4251023198,3799,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,1,0,93,Non-technology Related Job,467,NJ,493,229,No,No,0.94,1845,369,0,2015,2 -59,123411,0,0.02,4251023353,3800,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,2,5,11,Others,139,NY,190,244,No,No,0.4,4388,731,0,2015,1 -59,123411,0,0.02,4251023353,3800,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,2,5,11,Others,139,NY,190,244,No,No,0.4,860,286,0,2015,2 -75,121440,0.02,0,4251041112,3801,No,Bachelor or equivalent,Male,Yes,Single,6,\N,1,3,51,Non-technology Related Job,499,WI,193,104,No,No,0.61,2291,763,0,2015,1 -75,121440,0.02,0,4251041112,3801,No,Bachelor or equivalent,Male,Yes,Single,6,\N,1,3,51,Non-technology Related Job,499,WI,193,104,No,No,0.61,10522,956,0,2015,2 -75,121440,0.02,0,4251041112,3801,No,Bachelor or equivalent,Male,Yes,Single,6,\N,1,3,51,Non-technology Related Job,499,WI,193,104,No,No,0.61,54,54,0,2015,3 -38,232340,0,0,4251097561,3802,Yes,Master or equivalent,Female,Yes,Married,64,\N,2,0,70,Others,172,WY,390,119,No,No,0.07,2543,635,0,2015,1 -38,232340,0,0,4251097561,3802,Yes,Master or equivalent,Female,Yes,Married,64,\N,2,0,70,Others,172,WY,390,119,No,No,0.07,2303,460,0,2015,2 -53,230369,0.02,0.02,4251043601,3803,Yes,High School or below,Female,Yes,Single,72,\N,0,6,10,Non-technology Related Job,32,KY,393,229,No,No,0.28,5096,637,0,2015,1 -53,230369,0.02,0.02,4251043601,3803,Yes,High School or below,Female,Yes,Single,72,\N,0,6,10,Non-technology Related Job,32,KY,393,229,No,No,0.28,4737,592,0,2015,2 -16,91270,0,0.02,4251031624,3804,Yes,High School or below,Male,Yes,Single,10,\N,2,3,29,Others,204,ME,90,244,No,No,0.73,4639,773,0,2015,1 -16,91270,0,0.02,4251031624,3804,Yes,High School or below,Male,Yes,Single,10,\N,2,3,29,Others,204,ME,90,244,No,No,0.73,6631,1105,0,2015,2 -16,91270,0,0.02,4251031624,3804,Yes,High School or below,Male,Yes,Single,10,\N,2,3,29,Others,204,ME,90,244,No,No,0.73,1168,1168,0,2015,3 -32,89299,0.02,0,4251025176,3805,Yes,High School or below,Female,Yes,Married,17,\N,0,1,69,Non-technology Related Job,64,OK,93,104,No,No,0.95,896,179,0,2015,1 -32,89299,0.02,0,4251025176,3805,Yes,High School or below,Female,Yes,Married,17,\N,0,1,69,Non-technology Related Job,64,OK,93,104,No,No,0.95,4362,1090,0,2015,2 -62,200199,0,0,4251084706,3806,Yes,High School or below,Male,Yes,Married,75,\N,1,7,88,Others,237,PA,290,119,No,Yes,0.4,2515,503,0,2015,1 -62,200199,0,0,4251084706,3806,Yes,High School or below,Male,Yes,Married,75,\N,1,7,88,Others,237,PA,290,119,No,Yes,0.4,3103,775,0,2015,2 -78,198228,0.02,0.02,4251026885,3807,Yes,High School or below,Male,No,Married,82,\N,0,4,28,Non-technology Related Job,97,CA,294,229,No,No,0.61,4677,584,0,2015,1 -78,198228,0.02,0.02,4251026885,3807,Yes,High School or below,Male,No,Married,82,\N,0,4,28,Non-technology Related Job,97,CA,294,229,No,No,0.61,1982,495,0,2015,2 -78,198228,0.02,0.02,4251026885,3807,Yes,High School or below,Male,No,Married,82,\N,0,4,28,Non-technology Related Job,97,CA,294,229,No,No,0.61,1453,726,0,2015,3 -40,59128,0.01,0.02,4251061523,3808,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,1,2,47,Others,269,CO,491,244,No,No,0.07,6558,936,0,2015,1 -40,59128,0.01,0.02,4251061523,3808,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,1,2,47,Others,269,CO,491,244,No,No,0.07,3492,698,0,2015,2 -56,57157,0.03,0,4251015829,3809,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,0,7,87,Non-technology Related Job,130,MN,494,104,No,No,0.28,2431,607,0,2015,1 -56,57157,0.03,0,4251015829,3809,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,0,7,87,Non-technology Related Job,130,MN,494,104,No,No,0.28,1540,770,0,2015,2 -56,57157,0.03,0,4251015829,3809,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,0,7,87,Non-technology Related Job,130,MN,494,104,No,No,0.28,208,208,0,2015,3 -19,168058,0.01,0,4251013509,3810,Yes,Bachelor or equivalent,Female,Yes,Single,86,\N,1,5,6,Others,302,MO,191,119,Yes,No,0.74,3569,713,0,2015,1 -19,168058,0.01,0,4251013509,3810,Yes,Bachelor or equivalent,Female,Yes,Single,86,\N,1,5,6,Others,302,MO,191,119,Yes,No,0.74,2157,1078,0,2015,2 -34,166087,0.03,0.02,4251010176,3811,Yes,PhD or equivalent,Female,Yes,Married,93,\N,3,2,46,Non-technology Related Job,162,TN,194,229,No,No,0.95,3693,615,0,2015,1 -34,166087,0.03,0.02,4251010176,3811,Yes,PhD or equivalent,Female,Yes,Married,93,\N,3,2,46,Non-technology Related Job,162,TN,194,229,No,No,0.95,1900,633,0,2015,2 -65,26987,0.01,0.02,4251084481,3812,Yes,High School or below,Male,No,Single,31,\N,1,0,65,Others,335,UT,391,244,No,No,0.4,3165,791,0,2015,1 -65,26987,0.01,0.02,4251084481,3812,Yes,High School or below,Male,No,Single,31,\N,1,0,65,Others,335,UT,391,244,No,No,0.4,6923,989,0,2015,2 -13,25016,0.03,0,4251041989,3813,Yes,High School or below,Male,No,Married,39,\N,3,5,5,Non-technology Related Job,195,HI,395,104,No,Yes,0.61,4809,961,1,2015,1 -13,25016,0.03,0,4251041989,3813,Yes,High School or below,Male,No,Married,39,\N,3,5,5,Non-technology Related Job,195,HI,395,104,No,Yes,0.61,1327,265,1,2015,2 -43,135916,0.01,0,4251072449,3814,Yes,High School or below,Female,Yes,Married,97,\N,0,3,24,Others,367,ID,92,119,No,No,0.07,2791,930,0,2015,1 -43,135916,0.01,0,4251072449,3814,Yes,High School or below,Female,Yes,Married,97,\N,0,3,24,Others,367,ID,92,119,No,No,0.07,7431,928,0,2015,2 -59,133945,0.03,0.02,4251097907,3815,Yes,High School or below,Male,Yes,Single,104,\N,3,0,64,Non-technology Related Job,227,NH,95,229,No,No,0.28,52,52,0,2015,1 -59,133945,0.03,0.02,4251097907,3815,Yes,High School or below,Male,Yes,Single,104,\N,3,0,64,Non-technology Related Job,227,NH,95,229,No,No,0.28,6995,1165,0,2015,2 -21,244846,0.02,0.02,4251041252,3816,Yes,High School or below,Female,Yes,Single,42,\N,0,6,83,Others,400,NM,292,244,No,No,0.74,3448,574,0,2015,1 -21,244846,0.02,0.02,4251041252,3816,Yes,High School or below,Female,Yes,Single,42,\N,0,6,83,Others,400,NM,292,244,No,No,0.74,1915,478,0,2015,2 -37,242875,0.04,0,4251009552,3817,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,2,3,23,Non-technology Related Job,260,WV,295,104,No,No,0.95,3810,635,0,2015,1 -37,242875,0.04,0,4251009552,3817,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,2,3,23,Non-technology Related Job,260,WV,295,104,No,No,0.95,3459,864,0,2015,2 -68,103775,0.02,0,4251018214,3818,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,0,1,41,Others,432,WY,492,119,No,No,0.4,2395,479,0,2015,1 -68,103775,0.02,0,4251018214,3818,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,0,1,41,Others,432,WY,492,119,No,No,0.4,4675,779,0,2015,2 -16,101804,0.04,0.02,4251063504,3819,Yes,Master or equivalent,Male,Yes,Married,115,\N,2,6,82,Non-technology Related Job,292,KY,496,229,No,No,0.61,5931,847,0,2015,1 -16,101804,0.04,0.02,4251063504,3819,Yes,Master or equivalent,Male,Yes,Married,115,\N,2,6,82,Non-technology Related Job,292,KY,496,229,No,No,0.61,8014,801,0,2015,2 -46,212705,0.02,0.02,4251059638,3820,Yes,PhD or equivalent,Female,Yes,Married,53,\N,3,4,0,Others,465,LA,193,244,No,No,0.07,3251,812,0,2015,1 -46,212705,0.02,0.02,4251059638,3820,Yes,PhD or equivalent,Female,Yes,Married,53,\N,3,4,0,Others,465,LA,193,244,No,No,0.07,2589,1294,0,2015,2 -46,212705,0.02,0.02,4251059638,3820,Yes,PhD or equivalent,Female,Yes,Married,53,\N,3,4,0,Others,465,LA,193,244,No,No,0.07,1214,1214,0,2015,3 -62,210734,0.04,0.03,4251083902,3821,Yes,High School or below,Male,No,Single,60,\N,2,1,41,Non-technology Related Job,325,OH,196,104,No,No,0.28,3908,651,0,2015,1 -62,210734,0.04,0.03,4251083902,3821,Yes,High School or below,Male,No,Single,60,\N,2,1,41,Non-technology Related Job,325,OH,196,104,No,No,0.28,2049,512,0,2015,2 -24,71634,0.02,0,4251058835,3822,Yes,High School or below,Female,Yes,Married,118,\N,3,7,59,Others,497,OR,393,119,No,No,0.74,732,366,0,2015,1 -24,71634,0.02,0,4251058835,3822,Yes,High School or below,Female,Yes,Married,118,\N,3,7,59,Others,497,OR,393,119,No,No,0.74,3030,757,0,2015,2 -40,69663,0.04,0.01,4251051780,3823,Yes,High School or below,Female,Yes,Single,6,\N,2,5,0,Non-technology Related Job,357,AR,396,229,No,No,0.95,4050,810,0,2015,1 -40,69663,0.04,0.01,4251051780,3823,Yes,High School or below,Female,Yes,Single,6,\N,2,5,0,Non-technology Related Job,357,AR,396,229,No,No,0.95,4311,615,0,2015,2 -70,180563,0.03,0.02,4251038641,3824,Yes,High School or below,Male,Yes,Single,63,\N,3,2,18,Others,30,CO,93,244,No,No,0.41,4265,609,0,2015,1 -70,180563,0.03,0.02,4251038641,3824,Yes,High School or below,Male,Yes,Single,63,\N,3,2,18,Others,30,CO,93,244,No,No,0.41,3527,440,0,2015,2 -70,180563,0.03,0.02,4251038641,3824,Yes,High School or below,Male,Yes,Single,63,\N,3,2,18,Others,30,CO,93,244,No,No,0.41,248,248,0,2015,3 -18,178592,0.05,0.03,4251060743,3825,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,1,0,59,Non-technology Related Job,390,MN,97,104,No,No,0.62,5665,708,0,2015,1 -18,178592,0.05,0.03,4251060743,3825,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,1,0,59,Non-technology Related Job,390,MN,97,104,No,No,0.62,3929,982,0,2015,2 -49,39493,0.03,0,4251026252,3826,Yes,Bachelor or equivalent,Female,No,Married,9,\N,3,5,77,Others,62,MS,293,119,No,No,0.07,6058,865,0,2015,1 -49,39493,0.03,0,4251026252,3826,Yes,Bachelor or equivalent,Female,No,Married,9,\N,3,5,77,Others,62,MS,293,119,No,No,0.07,1238,619,0,2015,2 -49,39493,0.03,0,4251026252,3826,Yes,Bachelor or equivalent,Female,No,Married,9,\N,3,5,77,Others,62,MS,293,119,No,No,0.07,416,416,0,2015,3 -65,37522,0.05,0.01,4251088683,3827,Yes,Master or equivalent,Male,No,Married,16,\N,1,3,18,Non-technology Related Job,423,SD,297,229,No,No,0.28,5289,1057,0,2015,1 -65,37522,0.05,0.01,4251088683,3827,Yes,Master or equivalent,Male,No,Married,16,\N,1,3,18,Non-technology Related Job,423,SD,297,229,No,No,0.28,2345,781,0,2015,2 -27,148422,0.03,0.02,4251011142,3828,Yes,Master or equivalent,Female,Yes,Married,74,\N,2,0,36,Others,95,TX,494,244,No,Yes,0.74,3010,501,0,2015,1 -27,148422,0.03,0.02,4251011142,3828,Yes,Master or equivalent,Female,Yes,Married,74,\N,2,0,36,Others,95,TX,494,244,No,Yes,0.74,4278,611,0,2015,2 -43,146451,0.05,0.03,4251084038,3829,Yes,High School or below,Female,Yes,Single,82,\N,1,6,77,Non-technology Related Job,455,GA,497,104,No,No,0.95,4307,615,0,2015,1 -43,146451,0.05,0.03,4251084038,3829,Yes,High School or below,Female,Yes,Single,82,\N,1,6,77,Non-technology Related Job,455,GA,497,104,No,No,0.95,4867,695,0,2015,2 -73,7351,0.03,0,4251093418,3830,Yes,High School or below,Male,Yes,Single,20,\N,2,3,95,Others,128,ID,194,119,No,No,0.41,2269,1134,0,2015,1 -73,7351,0.03,0,4251093418,3830,Yes,High School or below,Male,Yes,Single,20,\N,2,3,95,Others,128,ID,194,119,No,No,0.41,3957,989,0,2015,2 -21,5380,0.05,0.01,4251057358,3831,Yes,High School or below,Male,Yes,Married,27,\N,1,1,35,Non-technology Related Job,488,NH,197,229,No,No,0.62,2773,554,0,2015,1 -21,5380,0.05,0.01,4251057358,3831,Yes,High School or below,Male,Yes,Married,27,\N,1,1,35,Non-technology Related Job,488,NH,197,229,No,No,0.62,3925,981,0,2015,2 -52,116281,0.04,0.02,4251032918,3832,Yes,High School or below,Female,No,Single,85,\N,2,6,54,Others,160,NJ,394,244,No,No,0.07,3837,959,1,2015,1 -52,116281,0.04,0.02,4251032918,3832,Yes,High School or below,Female,No,Single,85,\N,2,6,54,Others,160,NJ,394,244,No,No,0.07,2016,672,1,2015,2 -67,114310,0.06,0.03,4251084317,3833,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,0,4,94,Non-technology Related Job,20,WA,398,104,No,No,0.28,1973,657,0,2015,1 -67,114310,0.06,0.03,4251084317,3833,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,0,4,94,Non-technology Related Job,20,WA,398,104,No,No,0.28,1898,949,0,2015,2 -67,114310,0.06,0.03,4251084317,3833,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,0,4,94,Non-technology Related Job,20,WA,398,104,No,No,0.28,1374,1374,0,2015,3 -30,225210,0.04,0,4251099395,3834,Yes,Bachelor or equivalent,Female,Yes,Married,30,\N,1,2,13,Others,193,WI,95,119,No,No,0.74,4912,614,0,2015,1 -30,225210,0.04,0,4251099395,3834,Yes,Bachelor or equivalent,Female,Yes,Married,30,\N,1,2,13,Others,193,WI,95,119,No,No,0.74,5044,1008,0,2015,2 -46,223239,0.06,0.01,4251070407,3835,Yes,Master or equivalent,Female,No,Single,38,\N,0,7,53,Non-technology Related Job,53,KS,98,229,Yes,Yes,0.95,3969,661,0,2015,1 -46,223239,0.06,0.01,4251070407,3835,Yes,Master or equivalent,Female,No,Single,38,\N,0,7,53,Non-technology Related Job,53,KS,98,229,Yes,Yes,0.95,6366,909,0,2015,2 -76,84139,0.04,0.02,4251096151,3836,Yes,Master or equivalent,Male,Yes,Single,96,\N,1,5,72,Others,225,LA,295,244,No,No,0.41,3305,661,0,2015,1 -76,84139,0.04,0.02,4251096151,3836,Yes,Master or equivalent,Male,Yes,Single,96,\N,1,5,72,Others,225,LA,295,244,No,No,0.41,3744,1248,0,2015,2 -24,82168,0.06,0.03,4251096216,3837,Yes,High School or below,Female,Yes,Single,103,\N,0,2,12,Non-technology Related Job,85,OH,298,104,No,No,0.62,5368,894,0,2015,1 -24,82168,0.06,0.03,4251096216,3837,Yes,High School or below,Female,Yes,Single,103,\N,0,2,12,Non-technology Related Job,85,OH,298,104,No,No,0.62,1381,460,0,2015,2 -54,193069,0.04,0,4251018777,3838,Yes,High School or below,Female,Yes,Single,41,\N,1,0,31,Others,258,OK,495,119,No,No,0.07,630,315,0,2015,1 -54,193069,0.04,0,4251018777,3838,Yes,High School or below,Female,Yes,Single,41,\N,1,0,31,Others,258,OK,495,119,No,No,0.07,3755,625,0,2015,2 -70,191098,0.06,0.01,4251047627,3839,Yes,High School or below,Male,Yes,Married,49,\N,3,5,71,Non-technology Related Job,118,AZ,499,229,No,No,0.29,2886,577,1,2015,1 -70,191098,0.06,0.01,4251047627,3839,Yes,High School or below,Male,Yes,Married,49,\N,3,5,71,Non-technology Related Job,118,AZ,499,229,No,No,0.29,5692,813,1,2015,2 -33,51998,0.05,0.02,4251083499,3840,Yes,High School or below,Female,No,Married,107,\N,1,3,90,Others,290,CA,196,244,No,No,0.74,4611,658,0,2015,1 -33,51998,0.05,0.02,4251083499,3840,Yes,High School or below,Female,No,Married,107,\N,1,3,90,Others,290,CA,196,244,No,No,0.74,2058,686,0,2015,2 -33,51998,0.05,0.02,4251083499,3840,Yes,High School or below,Female,No,Married,107,\N,1,3,90,Others,290,CA,196,244,No,No,0.74,512,512,0,2015,3 -48,50027,0.07,0.03,4251024257,3841,Yes,Bachelor or equivalent,Female,No,Single,114,\N,3,0,30,Non-technology Related Job,150,MI,199,104,No,No,0.95,4292,715,0,2015,1 -48,50027,0.07,0.03,4251024257,3841,Yes,Bachelor or equivalent,Female,No,Single,114,\N,3,0,30,Non-technology Related Job,150,MI,199,104,No,No,0.95,4681,936,0,2015,2 -79,160928,0.05,0,4251041427,3842,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,0,6,49,Others,323,MS,396,119,No,No,0.41,4899,612,0,2015,1 -79,160928,0.05,0,4251041427,3842,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,0,6,49,Others,323,MS,396,119,No,No,0.41,857,428,0,2015,2 -27,158957,0.07,0.01,4251092546,3843,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,3,3,89,Non-technology Related Job,183,SD,399,229,No,No,0.62,5217,1043,0,2015,1 -27,158957,0.07,0.01,4251092546,3843,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,3,3,89,Non-technology Related Job,183,SD,399,229,No,No,0.62,2421,1210,0,2015,2 -57,19857,0.05,0.02,4251009007,3844,Yes,Master or equivalent,Male,Yes,Single,117,\N,0,1,8,Others,355,TX,96,244,No,No,0.08,832,416,0,2015,1 -57,19857,0.05,0.02,4251009007,3844,Yes,Master or equivalent,Male,Yes,Single,117,\N,0,1,8,Others,355,TX,96,244,No,No,0.08,3106,621,0,2015,2 -73,17886,0.07,0.03,4251081499,3845,Yes,PhD or equivalent,Male,Yes,Married,5,\N,3,6,48,Non-technology Related Job,216,FL,100,104,No,No,0.29,3717,743,0,2015,1 -73,17886,0.07,0.03,4251081499,3845,Yes,PhD or equivalent,Male,Yes,Married,5,\N,3,6,48,Non-technology Related Job,216,FL,100,104,No,No,0.29,7613,761,0,2015,2 -73,17886,0.07,0.03,4251081499,3845,Yes,PhD or equivalent,Male,Yes,Married,5,\N,3,6,48,Non-technology Related Job,216,FL,100,104,No,No,0.29,961,961,0,2015,3 -35,128786,0.05,0,4251035313,3846,Yes,High School or below,Female,No,Married,63,\N,0,4,66,Others,388,HI,297,119,No,No,0.74,1725,862,1,2015,1 -35,128786,0.05,0,4251035313,3846,Yes,High School or below,Female,No,Married,63,\N,0,4,66,Others,388,HI,297,119,No,No,0.74,3209,641,1,2015,2 -51,126815,0.07,0.01,4251099666,3847,No,High School or below,Female,Yes,Married,70,\N,2,1,7,Non-technology Related Job,248,NV,300,229,No,No,0.95,4877,812,0,2015,1 -51,126815,0.07,0.01,4251099666,3847,No,High School or below,Female,Yes,Married,70,\N,2,1,7,Non-technology Related Job,248,NV,300,229,No,No,0.95,332,166,0,2015,2 -51,126815,0.07,0.01,4251099666,3847,No,High School or below,Female,Yes,Married,70,\N,2,1,7,Non-technology Related Job,248,NV,300,229,No,No,0.95,1424,1424,0,2015,3 -14,237716,0.06,0.02,4251051397,3848,Yes,High School or below,Male,Yes,Married,8,\N,0,7,25,Others,421,NJ,497,244,No,No,0.41,2940,735,0,2015,1 -29,235745,0,0.03,4251081733,3849,Yes,High School or below,Female,Yes,Single,16,\N,2,4,66,Others,281,WA,0,104,No,No,0.62,3177,529,0,2015,1 -29,235745,0,0.03,4251081733,3849,Yes,High School or below,Female,Yes,Single,16,\N,2,4,66,Others,281,WA,0,104,No,No,0.62,1621,540,0,2015,2 -60,96645,0.06,0,4251081528,3850,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,3,2,84,Others,453,WI,197,119,No,Yes,0.08,6191,884,0,2015,1 -60,96645,0.06,0,4251081528,3850,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,3,2,84,Others,453,WI,197,119,No,Yes,0.08,1671,334,0,2015,2 -76,94674,0,0.01,4251040336,3851,Yes,Bachelor or equivalent,Male,Yes,Married,81,\N,2,0,25,Others,313,IA,201,229,No,No,0.29,5625,803,1,2015,1 -76,94674,0,0.01,4251040336,3851,Yes,Bachelor or equivalent,Male,Yes,Married,81,\N,2,0,25,Others,313,IA,201,229,No,No,0.29,2935,489,1,2015,2 -38,205574,0.06,0.02,4251036152,3852,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,3,5,43,Others,486,KY,397,244,Yes,No,0.74,4880,976,0,2015,1 -38,205574,0.06,0.02,4251036152,3852,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,3,5,43,Others,486,KY,397,244,Yes,No,0.74,3508,701,0,2015,2 -54,203603,0,0.03,4251030206,3853,Yes,Master or equivalent,Female,Yes,Married,26,\N,2,3,84,Others,346,ND,401,104,No,No,0.96,6739,962,0,2015,1 -54,203603,0,0.03,4251030206,3853,Yes,Master or equivalent,Female,Yes,Married,26,\N,2,3,84,Others,346,ND,401,104,No,No,0.96,159,159,0,2015,2 -54,203603,0,0.03,4251030206,3853,Yes,Master or equivalent,Female,Yes,Married,26,\N,2,3,84,Others,346,ND,401,104,No,No,0.96,2255,1127,0,2015,3 -16,64504,0.06,0,4251052760,3854,Yes,PhD or equivalent,Male,No,Married,84,\N,3,0,2,Others,18,OK,98,119,No,No,0.41,3872,553,1,2015,1 -16,64504,0.06,0,4251052760,3854,Yes,PhD or equivalent,Male,No,Married,84,\N,3,0,2,Others,18,OK,98,119,No,No,0.41,3888,777,1,2015,2 -32,62533,0,0.01,4251015401,3855,Yes,High School or below,Female,No,Single,92,\N,1,6,43,Others,378,AZ,101,229,No,No,0.62,3007,751,1,2015,1 -32,62533,0,0.01,4251015401,3855,Yes,High School or below,Female,No,Single,92,\N,1,6,43,Others,378,AZ,101,229,No,No,0.62,2060,686,1,2015,2 -32,62533,0,0.01,4251015401,3855,Yes,High School or below,Female,No,Single,92,\N,1,6,43,Others,378,AZ,101,229,No,No,0.62,1264,1264,1,2015,3 -63,173433,0.07,0.02,4251020378,3856,Yes,High School or below,Male,Yes,Single,30,\N,2,3,61,Others,51,CA,298,244,No,No,0.08,1431,715,1,2015,1 -63,173433,0.07,0.02,4251020378,3856,Yes,High School or below,Male,Yes,Single,30,\N,2,3,61,Others,51,CA,298,244,No,No,0.08,5764,823,1,2015,2 -79,171462,0.01,0.03,4251053490,3857,Yes,High School or below,Male,Yes,Married,37,\N,1,1,2,Others,411,MA,301,103,No,Yes,0.29,4466,638,0,2015,1 -79,171462,0.01,0.03,4251053490,3857,Yes,High School or below,Male,Yes,Married,37,\N,1,1,2,Others,411,MA,301,103,No,Yes,0.29,6998,777,0,2015,2 -41,32363,0.07,0,4251092272,3858,Yes,High School or below,Female,Yes,Single,95,\N,2,6,20,Others,83,MN,498,118,No,No,0.75,5517,788,0,2015,1 -41,32363,0.07,0,4251092272,3858,Yes,High School or below,Female,Yes,Single,95,\N,2,6,20,Others,83,MN,498,118,No,No,0.75,3815,763,0,2015,2 -57,30391,0.01,0.01,4251026276,3859,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,1,4,60,Others,443,SC,2,228,No,No,0.96,4901,612,0,2015,1 -57,30391,0.01,0.01,4251026276,3859,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,1,4,60,Others,443,SC,2,228,No,No,0.96,5562,695,0,2015,2 -19,141292,0.07,0.02,4251099074,3860,Yes,Bachelor or equivalent,Male,No,Married,40,\N,2,1,79,Others,116,TN,199,243,No,No,0.41,2896,482,0,2015,1 -19,141292,0.07,0.02,4251099074,3860,Yes,Bachelor or equivalent,Male,No,Married,40,\N,2,1,79,Others,116,TN,199,243,No,No,0.41,3961,990,0,2015,2 -35,139321,0.01,0.03,4251008309,3861,Yes,Master or equivalent,Female,Yes,Single,48,\N,0,7,19,Others,476,FL,202,103,No,No,0.62,7165,716,1,2015,1 -35,139321,0.01,0.03,4251008309,3861,Yes,Master or equivalent,Female,Yes,Single,48,\N,0,7,19,Others,476,FL,202,103,No,No,0.62,3660,915,1,2015,2 -65,221,0.07,0,4251010762,3862,Yes,Master or equivalent,Male,Yes,Single,106,\N,2,5,38,Others,148,HI,399,118,No,No,0.08,5363,595,0,2015,1 -65,221,0.07,0,4251010762,3862,Yes,Master or equivalent,Male,Yes,Single,106,\N,2,5,38,Others,148,HI,399,118,No,No,0.08,5997,666,0,2015,2 -65,221,0.07,0,4251010762,3862,Yes,Master or equivalent,Male,Yes,Single,106,\N,2,5,38,Others,148,HI,399,118,No,No,0.08,273,273,0,2015,3 -13,248250,0.01,0.01,4251053397,3863,Yes,High School or below,Male,Yes,Single,113,\N,0,2,78,Others,9,NE,402,228,No,No,0.29,5217,521,0,2015,1 -13,248250,0.01,0.01,4251053397,3863,Yes,High School or below,Male,Yes,Single,113,\N,0,2,78,Others,9,NE,402,228,No,No,0.29,1010,505,0,2015,2 -44,109151,0,0.02,4251059529,3864,Yes,High School or below,Female,Yes,Single,51,\N,1,0,97,Others,181,NH,99,243,No,No,0.75,2288,762,0,2015,1 -44,109151,0,0.02,4251059529,3864,Yes,High School or below,Female,Yes,Single,51,\N,1,0,97,Others,181,NH,99,243,No,No,0.75,2776,555,0,2015,2 -60,107180,0.02,0.03,4251021878,3865,Yes,High School or below,Female,Yes,Married,59,\N,0,5,37,Others,41,VA,103,103,No,No,0.96,1362,681,0,2015,1 -60,107180,0.02,0.03,4251021878,3865,Yes,High School or below,Female,Yes,Married,59,\N,0,5,37,Others,41,VA,103,103,No,No,0.96,772,386,0,2015,2 -22,218080,0,0,4251019249,3866,Yes,High School or below,Male,Yes,Married,117,\N,1,3,56,Others,214,WV,300,118,No,No,0.41,8319,756,0,2015,1 -22,218080,0,0,4251019249,3866,Yes,High School or below,Male,Yes,Married,117,\N,1,3,56,Others,214,WV,300,118,No,No,0.41,2330,776,0,2015,2 -38,216109,0.02,0.01,4251083429,3867,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,0,96,Others,74,IA,303,228,No,No,0.62,3621,603,0,2015,1 -38,216109,0.02,0.01,4251083429,3867,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,0,96,Others,74,IA,303,228,No,No,0.62,2673,891,0,2015,2 -68,77009,0,0.02,4251059516,3868,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,1,6,15,Others,246,KY,0,243,No,No,0.08,3989,997,0,2015,1 -68,77009,0,0.02,4251059516,3868,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,1,6,15,Others,246,KY,0,243,No,No,0.08,3645,911,0,2015,2 -16,75038,0.02,0.03,4251096884,3869,Yes,Master or equivalent,Male,No,Single,69,\N,3,3,55,Others,106,NC,3,103,No,No,0.29,1304,652,0,2015,1 -16,75038,0.02,0.03,4251096884,3869,Yes,Master or equivalent,Male,No,Single,69,\N,3,3,55,Others,106,NC,3,103,No,No,0.29,4104,513,0,2015,2 -16,75038,0.02,0.03,4251096884,3869,Yes,Master or equivalent,Male,No,Single,69,\N,3,3,55,Others,106,NC,3,103,No,No,0.29,761,761,0,2015,3 -47,185939,0,0,4251016327,3870,Yes,Master or equivalent,Female,Yes,Single,7,\N,1,1,74,Others,279,OH,200,118,No,No,0.75,3030,606,0,2015,1 -47,185939,0,0,4251016327,3870,Yes,Master or equivalent,Female,Yes,Single,7,\N,1,1,74,Others,279,OH,200,118,No,No,0.75,3967,793,0,2015,2 -62,183968,0.02,0.01,4251039958,3871,Yes,High School or below,Male,Yes,Married,15,\N,3,6,14,Others,139,AK,204,228,No,No,0.96,6124,874,0,2015,1 -62,183968,0.02,0.01,4251039958,3871,Yes,High School or below,Male,Yes,Married,15,\N,3,6,14,Others,139,AK,204,228,No,No,0.96,3861,643,0,2015,2 -25,44868,0.01,0.02,4251024645,3872,Yes,High School or below,Female,Yes,Married,73,\N,0,4,33,Others,311,AR,401,243,No,Yes,0.42,701,175,0,2015,1 -25,44868,0.01,0.02,4251024645,3872,Yes,High School or below,Female,Yes,Married,73,\N,0,4,33,Others,311,AR,401,243,No,Yes,0.42,4037,672,0,2015,2 -41,42897,0.03,0.03,4251055520,3873,Yes,High School or below,Female,Yes,Married,80,\N,3,1,73,Others,171,MA,404,103,No,No,0.63,1445,481,0,2015,1 -41,42897,0.03,0.03,4251055520,3873,Yes,High School or below,Female,Yes,Married,80,\N,3,1,73,Others,171,MA,404,103,No,No,0.63,1798,599,0,2015,2 -71,153797,0.01,0,4251014833,3874,Yes,High School or below,Male,No,Married,18,\N,0,7,91,Others,344,MN,101,118,Yes,No,0.08,2297,459,0,2015,1 -71,153797,0.01,0,4251014833,3874,Yes,High School or below,Male,No,Married,18,\N,0,7,91,Others,344,MN,101,118,Yes,No,0.08,4768,681,0,2015,2 -19,151826,0.03,0.01,4251042469,3875,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,2,4,32,Others,204,SC,104,228,No,No,0.29,4477,895,0,2015,1 -19,151826,0.03,0.01,4251042469,3875,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,2,4,32,Others,204,SC,104,228,No,No,0.29,4093,454,0,2015,2 -49,12727,0.01,0.02,4251097169,3876,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,0,2,50,Others,376,SD,301,243,No,No,0.75,6763,845,0,2015,1 -49,12727,0.01,0.02,4251097169,3876,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,0,2,50,Others,376,SD,301,243,No,No,0.75,94,94,0,2015,2 -65,10756,0.03,0.03,4251041083,3877,Yes,Bachelor or equivalent,Male,Yes,Married,91,\N,2,7,91,Others,236,DE,304,103,No,No,0.96,4129,688,0,2015,1 -65,10756,0.03,0.03,4251041083,3877,Yes,Bachelor or equivalent,Male,Yes,Married,91,\N,2,7,91,Others,236,DE,304,103,No,No,0.96,4414,882,0,2015,2 -28,121656,0.01,0.03,4251035298,3878,Yes,Master or equivalent,Female,Yes,Single,29,\N,3,5,9,Others,409,GA,1,118,No,No,0.42,2234,558,0,2015,1 -28,121656,0.01,0.03,4251035298,3878,Yes,Master or equivalent,Female,Yes,Single,29,\N,3,5,9,Others,409,GA,1,118,No,No,0.42,1695,847,0,2015,2 -43,119685,0.04,0.01,4251071111,3879,Yes,High School or below,Female,Yes,Married,36,\N,2,2,50,Others,269,NE,5,228,No,Yes,0.63,5733,955,0,2015,1 -43,119685,0.04,0.01,4251071111,3879,Yes,High School or below,Female,Yes,Married,36,\N,2,2,50,Others,269,NE,5,228,No,Yes,0.63,4874,974,0,2015,2 -74,230586,0.02,0.01,4251068834,3880,Yes,High School or below,Male,Yes,Married,94,\N,3,0,68,Others,441,NH,202,243,No,No,0.08,4805,961,0,2015,1 -74,230586,0.02,0.01,4251068834,3880,Yes,High School or below,Male,Yes,Married,94,\N,3,0,68,Others,441,NH,202,243,No,No,0.08,5539,791,0,2015,2 -22,228615,0.04,0.03,4251028915,3881,Yes,High School or below,Male,Yes,Single,102,\N,2,6,9,Others,302,VA,205,103,No,No,0.29,2266,566,0,2015,1 -22,228615,0.04,0.03,4251028915,3881,Yes,High School or below,Male,Yes,Single,102,\N,2,6,9,Others,302,VA,205,103,No,No,0.29,1520,506,0,2015,2 -52,89515,0.02,0.03,4251022774,3882,Yes,High School or below,Female,Yes,Single,40,\N,3,3,27,Others,474,WA,402,118,No,No,0.75,1351,450,0,2015,1 -52,89515,0.02,0.03,4251022774,3882,Yes,High School or below,Female,Yes,Single,40,\N,3,3,27,Others,474,WA,402,118,No,No,0.75,1966,983,0,2015,2 -68,87544,0.04,0.01,4251040118,3883,Yes,High School or below,Male,No,Single,47,\N,1,1,68,Others,334,IN,405,228,No,No,0.96,7391,923,0,2015,1 -68,87544,0.04,0.01,4251040118,3883,Yes,High School or below,Male,No,Single,47,\N,1,1,68,Others,334,IN,405,228,No,No,0.96,135,135,0,2015,2 -68,87544,0.04,0.01,4251040118,3883,Yes,High School or below,Male,No,Single,47,\N,1,1,68,Others,334,IN,405,228,No,No,0.96,33,33,0,2015,3 -30,198444,0.02,0.01,4251054304,3884,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,3,6,86,Others,7,KS,102,243,No,No,0.42,7340,734,0,2015,1 -30,198444,0.02,0.01,4251054304,3884,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,3,6,86,Others,7,KS,102,243,No,No,0.42,3039,759,0,2015,2 -30,198444,0.02,0.01,4251054304,3884,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,3,6,86,Others,7,KS,102,243,No,No,0.42,860,860,0,2015,3 -46,196473,0.04,0.03,4251008429,3885,Yes,Bachelor or equivalent,Female,Yes,Married,113,\N,1,4,27,Others,367,NC,106,103,No,No,0.63,4801,600,0,2015,1 -46,196473,0.04,0.03,4251008429,3885,Yes,Bachelor or equivalent,Female,Yes,Married,113,\N,1,4,27,Others,367,NC,106,103,No,No,0.63,2339,584,0,2015,2 -77,57374,0.02,0.03,4251012661,3886,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,1,45,Others,39,OH,303,118,No,No,0.08,576,576,0,2015,1 -77,57374,0.02,0.03,4251012661,3886,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,1,45,Others,39,OH,303,118,No,No,0.08,1373,343,0,2015,2 -25,55403,0.05,0.01,4251046201,3887,Yes,PhD or equivalent,Male,Yes,Single,58,\N,1,7,86,Others,399,AK,306,228,No,No,0.3,4667,933,0,2015,1 -25,55403,0.05,0.01,4251046201,3887,Yes,PhD or equivalent,Male,Yes,Single,58,\N,1,7,86,Others,399,AK,306,228,No,No,0.3,1993,664,0,2015,2 -55,166303,0.03,0.01,4251088264,3888,Yes,High School or below,Female,No,Married,116,\N,2,4,4,Others,72,AZ,3,243,No,No,0.75,2798,699,0,2015,1 -55,166303,0.03,0.01,4251088264,3888,Yes,High School or below,Female,No,Married,116,\N,2,4,4,Others,72,AZ,3,243,No,No,0.75,3876,969,0,2015,2 -71,164332,0.05,0.03,4251059112,3889,Yes,High School or below,Male,No,Single,3,\N,1,2,44,Others,432,MD,6,103,No,No,0.96,2693,673,0,2015,1 -71,164332,0.05,0.03,4251059112,3889,Yes,High School or below,Male,No,Single,3,\N,1,2,44,Others,432,MD,6,103,No,No,0.96,3321,553,0,2015,2 -33,25232,0.03,0.03,4251054602,3890,Yes,High School or below,Female,Yes,Single,61,\N,2,7,63,Others,104,MI,203,118,No,No,0.42,6477,588,0,2015,1 -33,25232,0.03,0.03,4251054602,3890,Yes,High School or below,Female,Yes,Single,61,\N,2,7,63,Others,104,MI,203,118,No,No,0.42,1537,512,0,2015,2 -49,23261,0.05,0.01,4251020790,3891,Yes,High School or below,Female,Yes,Married,69,\N,0,5,3,Others,464,RI,207,228,No,No,0.63,3349,558,0,2015,1 -49,23261,0.05,0.01,4251020790,3891,Yes,High School or below,Female,Yes,Married,69,\N,0,5,3,Others,464,RI,207,228,No,No,0.63,3263,652,0,2015,2 -79,134162,0.03,0.01,4251054904,3892,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,2,3,22,Others,137,SD,404,243,No,No,0.09,2461,615,0,2015,1 -79,134162,0.03,0.01,4251054904,3892,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,2,3,22,Others,137,SD,404,243,No,No,0.09,3400,680,0,2015,2 -27,132191,0.05,0.03,4251067822,3893,No,Bachelor or equivalent,Male,Yes,Married,14,\N,0,0,62,Others,497,DE,407,103,No,No,0.3,5236,1047,0,2015,1 -27,132191,0.05,0.03,4251067822,3893,No,Bachelor or equivalent,Male,Yes,Married,14,\N,0,0,62,Others,497,DE,407,103,No,No,0.3,5597,699,0,2015,2 -58,243091,0.04,0.03,4251039699,3894,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,1,6,81,Others,169,FL,104,118,No,Yes,0.75,2907,484,0,2015,1 -58,243091,0.04,0.03,4251039699,3894,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,1,6,81,Others,169,FL,104,118,No,Yes,0.75,3823,637,0,2015,2 -74,241120,0.06,0.01,4251086361,3895,Yes,Master or equivalent,Male,Yes,Single,79,\N,0,3,21,Others,29,MT,107,228,No,No,0.96,3518,703,0,2015,1 -74,241120,0.06,0.01,4251086361,3895,Yes,Master or equivalent,Male,Yes,Single,79,\N,0,3,21,Others,29,MT,107,228,No,No,0.96,4984,712,0,2015,2 -36,102021,0.04,0.01,4251029111,3896,Yes,PhD or equivalent,Female,Yes,Single,17,\N,1,1,40,Others,202,NV,304,243,No,No,0.42,1113,278,0,2015,1 -36,102021,0.04,0.01,4251029111,3896,Yes,PhD or equivalent,Female,Yes,Single,17,\N,1,1,40,Others,202,NV,304,243,No,No,0.42,4244,707,0,2015,2 -52,100049,0.06,0.03,4251091709,3897,Yes,High School or below,Female,No,Married,25,\N,3,6,80,Others,62,VT,308,103,No,No,0.63,2294,764,0,2015,1 -52,100049,0.06,0.03,4251091709,3897,Yes,High School or below,Female,No,Married,25,\N,3,6,80,Others,62,VT,308,103,No,No,0.63,3209,802,0,2015,2 -14,210950,0.04,0.03,4251086585,3898,Yes,High School or below,Male,Yes,Single,83,\N,1,4,99,Technology Related Job,234,WA,4,118,No,No,0.09,6290,1048,0,2015,1 -14,210950,0.04,0.03,4251086585,3898,Yes,High School or below,Male,Yes,Single,83,\N,1,4,99,Technology Related Job,234,WA,4,118,No,No,0.09,2268,756,0,2015,2 -30,208979,0.06,0.01,4251063781,3899,Yes,High School or below,Female,Yes,Married,90,\N,3,1,39,Others,95,IN,8,228,Yes,No,0.3,2836,709,1,2015,1 -30,208979,0.06,0.01,4251063781,3899,Yes,High School or below,Female,Yes,Married,90,\N,3,1,39,Others,95,IN,8,228,Yes,No,0.3,5620,936,1,2015,2 -30,208979,0.06,0.01,4251063781,3899,Yes,High School or below,Female,Yes,Married,90,\N,3,1,39,Others,95,IN,8,228,Yes,No,0.3,1213,1213,1,2015,3 -61,69879,0.04,0.01,4251088726,3900,Yes,High School or below,Female,Yes,Married,28,\N,0,7,58,Technology Related Job,267,IA,205,243,No,No,0.75,6785,678,0,2015,1 -61,69879,0.04,0.01,4251088726,3900,Yes,High School or below,Female,Yes,Married,28,\N,0,7,58,Technology Related Job,267,IA,205,243,No,No,0.75,5494,686,0,2015,2 -76,67908,0.06,0.03,4251041349,3901,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,4,98,Others,127,NY,208,103,No,Yes,0.97,5195,649,0,2015,1 -76,67908,0.06,0.03,4251041349,3901,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,4,98,Others,127,NY,208,103,No,Yes,0.97,1598,399,0,2015,2 -39,178809,0.05,0.03,4251085400,3902,Yes,Bachelor or equivalent,Female,No,Single,94,\N,0,2,17,Technology Related Job,300,ND,405,118,No,No,0.42,5168,1033,0,2015,1 -39,178809,0.05,0.03,4251085400,3902,Yes,Bachelor or equivalent,Female,No,Single,94,\N,0,2,17,Technology Related Job,300,ND,405,118,No,No,0.42,2136,712,0,2015,2 -55,176838,0.07,0.01,4251041606,3903,Yes,Master or equivalent,Female,No,Single,101,\N,3,7,57,Others,160,AL,408,228,No,No,0.63,6110,763,0,2015,1 -55,176838,0.07,0.01,4251041606,3903,Yes,Master or equivalent,Female,No,Single,101,\N,3,7,57,Others,160,AL,408,228,No,No,0.63,598,598,0,2015,2 -17,37738,0.05,0.01,4251053153,3904,Yes,Master or equivalent,Male,Yes,Single,39,\N,0,5,75,Technology Related Job,332,AZ,105,243,No,No,0.09,1474,491,0,2015,1 -17,37738,0.05,0.01,4251053153,3904,Yes,Master or equivalent,Male,Yes,Single,39,\N,0,5,75,Technology Related Job,332,AZ,105,243,No,No,0.09,4694,670,0,2015,2 -33,35767,0.07,0.03,4251012229,3905,Yes,High School or below,Female,Yes,Married,46,\N,2,2,16,Others,192,MD,109,103,No,No,0.3,3245,540,0,2015,1 -33,35767,0.07,0.03,4251012229,3905,Yes,High School or below,Female,Yes,Married,46,\N,2,2,16,Others,192,MD,109,103,No,No,0.3,5599,933,0,2015,2 -63,146667,0.05,0.03,4251059558,3906,Yes,High School or below,Male,Yes,Married,104,\N,0,0,34,Technology Related Job,365,MA,306,118,No,No,0.76,3956,989,0,2015,1 -63,146667,0.05,0.03,4251059558,3906,Yes,High School or below,Male,Yes,Married,104,\N,0,0,34,Technology Related Job,365,MA,306,118,No,No,0.76,4225,1056,0,2015,2 -79,144696,0.07,0.01,4251021686,3907,Yes,High School or below,Male,Yes,Single,112,\N,2,5,75,Others,225,PA,309,228,No,No,0.97,3061,612,0,2015,1 -79,144696,0.07,0.01,4251021686,3907,Yes,High School or below,Male,Yes,Single,112,\N,2,5,75,Others,225,PA,309,228,No,No,0.97,4091,681,0,2015,2 -42,5597,0.05,0.01,4251034931,3908,Yes,High School or below,Female,No,Single,50,\N,3,3,93,Technology Related Job,397,SC,6,243,No,No,0.42,6970,774,1,2015,1 -42,5597,0.05,0.01,4251034931,3908,Yes,High School or below,Female,No,Single,50,\N,3,3,93,Technology Related Job,397,SC,6,243,No,No,0.42,2881,576,1,2015,2 -57,3626,0.07,0.03,4251017967,3909,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,2,1,34,Others,257,CT,9,103,No,No,0.63,2437,812,0,2015,1 -57,3626,0.07,0.03,4251017967,3909,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,2,1,34,Others,257,CT,9,103,No,No,0.63,1944,486,0,2015,2 -20,114526,0.06,0.03,4251091021,3910,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,3,6,52,Technology Related Job,430,FL,206,118,No,No,0.09,3844,480,0,2015,1 -20,114526,0.06,0.03,4251091021,3910,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,3,6,52,Technology Related Job,430,FL,206,118,No,No,0.09,4133,688,0,2015,2 -36,112555,0,0.01,4251093230,3911,Yes,Master or equivalent,Female,No,Married,3,\N,2,4,93,Others,290,MT,210,228,No,No,0.3,3273,818,0,2015,1 -36,112555,0,0.01,4251093230,3911,Yes,Master or equivalent,Female,No,Married,3,\N,2,4,93,Others,290,MT,210,228,No,No,0.3,2063,515,0,2015,2 -66,223455,0.06,0.01,4251020327,3912,Yes,Master or equivalent,Male,Yes,Married,60,\N,3,1,11,Technology Related Job,462,NE,407,243,No,No,0.76,3889,555,0,2015,1 -66,223455,0.06,0.01,4251020327,3912,Yes,Master or equivalent,Male,Yes,Married,60,\N,3,1,11,Technology Related Job,462,NE,407,243,No,No,0.76,2520,420,0,2015,2 -14,221484,0,0.03,4251093150,3913,Yes,High School or below,Male,Yes,Single,68,\N,1,7,52,Others,322,UT,410,103,No,No,0.97,4105,586,0,2015,1 -14,221484,0,0.03,4251093150,3913,Yes,High School or below,Male,Yes,Single,68,\N,1,7,52,Others,322,UT,410,103,No,No,0.97,4919,983,0,2015,2 -44,82385,0.06,0.03,4251013909,3914,Yes,High School or below,Female,Yes,Married,6,\N,3,4,70,Technology Related Job,495,VA,107,118,No,No,0.42,5059,722,0,2015,1 -44,82385,0.06,0.03,4251013909,3914,Yes,High School or below,Female,Yes,Married,6,\N,3,4,70,Technology Related Job,495,VA,107,118,No,No,0.42,3294,823,0,2015,2 -60,80414,0,0.01,4251066712,3915,Yes,High School or below,Female,Yes,Single,13,\N,1,2,11,Others,355,IL,110,228,No,No,0.64,5908,844,0,2015,1 -60,80414,0,0.01,4251066712,3915,Yes,High School or below,Female,Yes,Single,13,\N,1,2,11,Others,355,IL,110,228,No,No,0.64,1386,1386,0,2015,2 -60,80414,0,0.01,4251066712,3915,Yes,High School or below,Female,Yes,Single,13,\N,1,2,11,Others,355,IL,110,228,No,No,0.64,754,754,0,2015,3 -23,191314,0.06,0.01,4251097273,3916,Yes,High School or below,Male,No,Single,71,\N,2,7,29,Technology Related Job,27,IA,307,243,Yes,Yes,0.09,2253,375,1,2015,1 -23,191314,0.06,0.01,4251097273,3916,Yes,High School or below,Male,No,Single,71,\N,2,7,29,Technology Related Job,27,IA,307,243,Yes,Yes,0.09,200,100,1,2015,2 -39,189343,0,0.03,4251059046,3917,Yes,Bachelor or equivalent,Female,No,Married,79,\N,1,5,69,Others,388,NY,311,103,No,No,0.3,6234,890,1,2015,1 -39,189343,0,0.03,4251059046,3917,Yes,Bachelor or equivalent,Female,No,Married,79,\N,1,5,69,Others,388,NY,311,103,No,No,0.3,1073,536,1,2015,2 -69,50244,0.07,0.03,4251039985,3918,Yes,Bachelor or equivalent,Male,Yes,Married,17,\N,2,2,88,Technology Related Job,60,NC,8,118,No,No,0.76,2498,499,0,2015,1 -69,50244,0.07,0.03,4251039985,3918,Yes,Bachelor or equivalent,Male,Yes,Married,17,\N,2,2,88,Technology Related Job,60,NC,8,118,No,No,0.76,4810,687,0,2015,2 -17,48273,0.01,0.01,4251069606,3919,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,0,0,28,Others,420,WY,11,228,No,No,0.97,5949,849,0,2015,1 -17,48273,0.01,0.01,4251069606,3919,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,0,0,28,Others,420,WY,11,228,No,No,0.97,3748,749,0,2015,2 -17,48273,0.01,0.01,4251069606,3919,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,0,0,28,Others,420,WY,11,228,No,No,0.97,305,305,0,2015,3 -47,159173,0.07,0.01,4251037452,3920,Yes,Master or equivalent,Female,Yes,Married,82,\N,2,6,47,Technology Related Job,93,AK,208,243,No,No,0.43,1959,326,0,2015,1 -47,159173,0.07,0.01,4251037452,3920,Yes,Master or equivalent,Female,Yes,Married,82,\N,2,6,47,Technology Related Job,93,AK,208,243,No,No,0.43,3827,637,0,2015,2 -63,157202,0.01,0.03,4251019858,3921,Yes,High School or below,Female,Yes,Single,89,\N,0,3,87,Others,453,ME,211,103,No,No,0.64,5647,806,0,2015,1 -63,157202,0.01,0.03,4251019858,3921,Yes,High School or below,Female,Yes,Single,89,\N,0,3,87,Others,453,ME,211,103,No,No,0.64,4195,699,0,2015,2 -25,18102,0.07,0.03,4251089213,3922,Yes,High School or below,Male,No,Single,27,\N,1,1,6,Technology Related Job,125,MA,408,118,No,No,0.09,6268,783,0,2015,1 -25,18102,0.07,0.03,4251089213,3922,Yes,High School or below,Male,No,Single,27,\N,1,1,6,Technology Related Job,125,MA,408,118,No,No,0.09,4268,853,0,2015,2 -41,16131,0.01,0.01,4251074749,3923,Yes,High School or below,Female,Yes,Married,35,\N,0,6,46,Others,485,PA,411,228,No,Yes,0.3,3926,654,0,2015,1 -41,16131,0.01,0.01,4251074749,3923,Yes,High School or below,Female,Yes,Married,35,\N,0,6,46,Others,485,PA,411,228,No,Yes,0.3,5682,811,0,2015,2 -72,127032,0.07,0.01,4251050815,3924,Yes,High School or below,Male,Yes,Single,93,\N,1,4,65,Technology Related Job,158,SC,108,243,No,No,0.76,1591,318,0,2015,1 -72,127032,0.07,0.01,4251050815,3924,Yes,High School or below,Male,Yes,Single,93,\N,1,4,65,Technology Related Job,158,SC,108,243,No,No,0.76,741,741,0,2015,2 -20,125061,0.01,0.03,4251066138,3925,Yes,High School or below,Male,Yes,Married,100,\N,0,1,5,Others,18,CO,112,103,No,No,0.97,2370,790,0,2015,1 -20,125061,0.01,0.03,4251066138,3925,Yes,High School or below,Male,Yes,Married,100,\N,0,1,5,Others,18,CO,112,103,No,No,0.97,5058,722,0,2015,2 -50,235961,0,0.03,4251043580,3926,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,1,7,24,Technology Related Job,190,DE,309,118,No,No,0.43,2311,577,0,2015,1 -50,235961,0,0.03,4251043580,3926,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,1,7,24,Technology Related Job,190,DE,309,118,No,No,0.43,2964,988,0,2015,2 -66,233990,0.02,0.01,4251049136,3927,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,3,4,64,Others,50,MO,312,228,No,No,0.64,3876,646,0,2015,1 -66,233990,0.02,0.01,4251049136,3927,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,3,4,64,Others,50,MO,312,228,No,No,0.64,3000,500,0,2015,2 -28,94890,0,0.01,4251031756,3928,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,1,2,83,Technology Related Job,223,NE,9,243,No,No,0.09,2616,654,0,2015,1 -28,94890,0,0.01,4251031756,3928,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,1,2,83,Technology Related Job,223,NE,9,243,No,No,0.09,6477,719,0,2015,2 -44,92919,0.02,0.03,4251019619,3929,Yes,PhD or equivalent,Female,Yes,Single,111,\N,3,7,23,Others,83,UT,12,103,No,No,0.3,4871,974,0,2015,1 -44,92919,0.02,0.03,4251019619,3929,Yes,PhD or equivalent,Female,Yes,Single,111,\N,3,7,23,Others,83,UT,12,103,No,No,0.3,4000,1333,0,2015,2 -74,203820,0,0.03,4251068653,3930,Yes,High School or below,Male,No,Single,49,\N,0,5,42,Technology Related Job,255,VA,209,118,No,No,0.76,2022,505,0,2015,1 -74,203820,0,0.03,4251068653,3930,Yes,High School or below,Male,No,Single,49,\N,0,5,42,Technology Related Job,255,VA,209,118,No,No,0.76,3978,994,0,2015,2 -22,201849,0.02,0.01,4251086827,3931,Yes,High School or below,Male,No,Married,56,\N,3,2,82,Others,115,ID,213,228,No,No,0.97,4009,1002,0,2015,1 -22,201849,0.02,0.01,4251086827,3931,Yes,High School or below,Male,No,Married,56,\N,3,2,82,Others,115,ID,213,228,No,No,0.97,7571,841,0,2015,2 -53,62749,0,0.01,4251069893,3932,Yes,High School or below,Female,Yes,Married,114,\N,0,0,0,Technology Related Job,288,IN,410,243,No,No,0.43,1633,408,0,2015,1 -53,62749,0,0.01,4251069893,3932,Yes,High School or below,Female,Yes,Married,114,\N,0,0,0,Technology Related Job,288,IN,410,243,No,No,0.43,1564,521,0,2015,2 -69,60778,0.02,0.03,4251077729,3933,Yes,High School or below,Male,Yes,Single,2,\N,3,5,41,Others,148,NM,413,103,No,No,0.64,11686,898,0,2015,1 -69,60778,0.02,0.03,4251077729,3933,Yes,High School or below,Male,Yes,Single,2,\N,3,5,41,Others,148,NM,413,103,No,No,0.64,2061,257,0,2015,2 -31,171678,0.01,0.03,4251091492,3934,Yes,High School or below,Female,Yes,Married,60,\N,0,3,59,Technology Related Job,320,NC,110,118,No,No,0.1,1270,635,0,2015,1 -31,171678,0.01,0.03,4251091492,3934,Yes,High School or below,Female,Yes,Married,60,\N,0,3,59,Technology Related Job,320,NC,110,118,No,No,0.1,3352,838,0,2015,2 -47,169707,0.03,0.01,4251042723,3935,Yes,Bachelor or equivalent,Female,Yes,Single,67,\N,2,0,0,Others,181,WY,113,228,No,No,0.31,3656,914,0,2015,1 -47,169707,0.03,0.01,4251042723,3935,Yes,Bachelor or equivalent,Female,Yes,Single,67,\N,2,0,0,Others,181,WY,113,228,No,No,0.31,1896,632,0,2015,2 -77,30608,0.01,0.01,4251057861,3936,Yes,Bachelor or equivalent,Male,No,Single,5,\N,3,6,18,Technology Related Job,353,AK,310,243,No,Yes,0.76,7158,715,1,2015,1 -77,30608,0.01,0.01,4251057861,3936,Yes,Bachelor or equivalent,Male,No,Single,5,\N,3,6,18,Technology Related Job,353,AK,310,243,No,Yes,0.76,1770,442,1,2015,2 -77,30608,0.01,0.01,4251057861,3936,Yes,Bachelor or equivalent,Male,No,Single,5,\N,3,6,18,Technology Related Job,353,AK,310,243,No,Yes,0.76,1145,572,1,2015,3 -25,28637,0.03,0.03,4251079159,3937,Yes,Master or equivalent,Male,Yes,Married,13,\N,2,4,59,Others,213,LA,314,103,No,No,0.97,1620,540,0,2015,1 -25,28637,0.03,0.03,4251079159,3937,Yes,Master or equivalent,Male,Yes,Married,13,\N,2,4,59,Others,213,LA,314,103,No,No,0.97,2231,557,0,2015,2 -56,139537,0.01,0.03,4251047908,3938,Yes,PhD or equivalent,Female,Yes,Married,70,\N,3,1,77,Technology Related Job,386,MD,11,118,No,No,0.43,3573,595,0,2015,1 -56,139537,0.01,0.03,4251047908,3938,Yes,PhD or equivalent,Female,Yes,Married,70,\N,3,1,77,Technology Related Job,386,MD,11,118,No,No,0.43,975,325,0,2015,2 -71,137566,0.03,0.01,4251079735,3939,No,High School or below,Male,Yes,Married,78,\N,2,7,18,Others,246,OR,14,228,No,No,0.64,1927,481,0,2015,1 -71,137566,0.03,0.01,4251079735,3939,No,High School or below,Male,Yes,Married,78,\N,2,7,18,Others,246,OR,14,228,No,No,0.64,3118,779,0,2015,2 -34,248467,0.01,0.01,4251034646,3940,Yes,High School or below,Female,Yes,Married,16,\N,3,4,36,Technology Related Job,418,RI,211,243,No,No,0.1,6195,1032,0,2015,1 -34,248467,0.01,0.01,4251034646,3940,Yes,High School or below,Female,Yes,Married,16,\N,3,4,36,Technology Related Job,418,RI,211,243,No,No,0.1,2797,559,0,2015,2 -50,246496,0.03,0.03,4251028401,3941,Yes,High School or below,Female,Yes,Single,23,\N,1,2,77,Others,278,CO,214,103,No,No,0.31,1679,559,0,2015,1 -50,246496,0.03,0.03,4251028401,3941,Yes,High School or below,Female,Yes,Single,23,\N,1,2,77,Others,278,CO,214,103,No,No,0.31,4677,519,0,2015,2 -12,107396,0.02,0.03,4251035551,3942,Yes,High School or below,Male,Yes,Single,81,\N,3,7,95,Technology Related Job,451,DE,411,118,No,No,0.76,2745,686,0,2015,1 -12,107396,0.02,0.03,4251035551,3942,Yes,High School or below,Male,Yes,Single,81,\N,3,7,95,Technology Related Job,451,DE,411,118,No,No,0.76,4276,855,0,2015,2 -28,105425,0.04,0.01,4251027741,3943,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,1,5,36,Others,311,MS,415,228,No,No,0.97,8563,658,0,2015,1 -28,105425,0.04,0.01,4251027741,3943,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,1,5,36,Others,311,MS,415,228,No,No,0.97,4302,717,0,2015,2 -58,216325,0.02,0.01,4251062150,3944,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,2,2,54,Technology Related Job,483,MT,111,243,No,No,0.43,7656,850,0,2015,1 -58,216325,0.02,0.01,4251062150,3944,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,2,2,54,Technology Related Job,483,MT,111,243,No,No,0.43,3804,951,0,2015,2 -74,214354,0.04,0.03,4251040561,3945,Yes,Master or equivalent,Male,No,Married,34,\N,1,0,94,Others,343,TX,115,103,No,Yes,0.64,4670,778,0,2015,1 -74,214354,0.04,0.03,4251040561,3945,Yes,Master or equivalent,Male,No,Married,34,\N,1,0,94,Others,343,TX,115,103,No,Yes,0.64,5154,572,0,2015,2 -74,214354,0.04,0.03,4251040561,3945,Yes,Master or equivalent,Male,No,Married,34,\N,1,0,94,Others,343,TX,115,103,No,Yes,0.64,828,828,0,2015,3 -37,75255,0.02,0.03,4251040943,3946,Yes,Master or equivalent,Female,Yes,Married,92,\N,2,5,13,Technology Related Job,16,VT,312,118,No,No,0.1,2236,745,0,2015,1 -37,75255,0.02,0.03,4251040943,3946,Yes,Master or equivalent,Female,Yes,Married,92,\N,2,5,13,Technology Related Job,16,VT,312,118,No,No,0.1,3509,877,0,2015,2 -37,75255,0.02,0.03,4251040943,3946,Yes,Master or equivalent,Female,Yes,Married,92,\N,2,5,13,Technology Related Job,16,VT,312,118,No,No,0.1,367,367,0,2015,3 -52,73284,0.04,0.01,4251096519,3947,Yes,High School or below,Female,Yes,Single,99,\N,1,3,53,Others,376,ID,315,228,No,No,0.31,5285,755,0,2015,1 -52,73284,0.04,0.01,4251096519,3947,Yes,High School or below,Female,Yes,Single,99,\N,1,3,53,Others,376,ID,315,228,No,No,0.31,4104,684,0,2015,2 -15,184184,0.02,0.01,4251074097,3948,Yes,High School or below,Male,Yes,Single,37,\N,2,1,72,Technology Related Job,48,IN,12,243,No,No,0.76,1677,838,0,2015,1 -15,184184,0.02,0.01,4251074097,3948,Yes,High School or below,Male,Yes,Single,37,\N,2,1,72,Technology Related Job,48,IN,12,243,No,No,0.76,1595,531,0,2015,2 -31,182213,0.04,0.03,4251093112,3949,Yes,High School or below,Male,Yes,Single,45,\N,0,6,12,Others,408,NJ,15,103,No,No,0.98,8587,858,0,2015,1 -31,182213,0.04,0.03,4251093112,3949,Yes,High School or below,Male,Yes,Single,45,\N,0,6,12,Others,408,NJ,15,103,No,No,0.98,5840,730,0,2015,2 -31,182213,0.04,0.03,4251093112,3949,Yes,High School or below,Male,Yes,Single,45,\N,0,6,12,Others,408,NJ,15,103,No,No,0.98,990,990,0,2015,3 -61,43113,0.03,0.03,4251045410,3950,Yes,High School or below,Female,No,Single,103,\N,2,4,31,Technology Related Job,81,NY,212,118,No,No,0.43,5363,893,0,2015,1 -61,43113,0.03,0.03,4251045410,3950,Yes,High School or below,Female,No,Single,103,\N,2,4,31,Technology Related Job,81,NY,212,118,No,No,0.43,772,386,0,2015,2 -77,41142,0.05,0.01,4251018499,3951,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,0,1,71,Others,441,WI,216,228,No,No,0.64,5516,1103,0,2015,1 -77,41142,0.05,0.01,4251018499,3951,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,0,1,71,Others,441,WI,216,228,No,No,0.64,3762,940,0,2015,2 -77,41142,0.05,0.01,4251018499,3951,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,0,1,71,Others,441,WI,216,228,No,No,0.64,1173,1173,0,2015,3 -39,152043,0.03,0.01,4251050524,3952,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,1,7,90,Technology Related Job,113,AL,413,242,No,No,0.1,2241,1120,0,2015,1 -39,152043,0.03,0.01,4251050524,3952,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,1,7,90,Technology Related Job,113,AL,413,242,No,No,0.1,5473,912,0,2015,2 -55,150072,0.05,0.03,4251027345,3953,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,0,4,30,Others,474,LA,416,102,No,No,0.31,3888,486,0,2015,1 -55,150072,0.05,0.03,4251027345,3953,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,0,4,30,Others,474,LA,416,102,No,No,0.31,3734,933,0,2015,2 -18,10972,0.03,0.03,4251020554,3954,Yes,Master or equivalent,Male,Yes,Married,114,\N,1,2,49,Technology Related Job,146,MD,113,117,No,No,0.77,8009,889,0,2015,1 -18,10972,0.03,0.03,4251020554,3954,Yes,Master or equivalent,Male,Yes,Married,114,\N,1,2,49,Technology Related Job,146,MD,113,117,No,No,0.77,6539,934,0,2015,2 -18,10972,0.03,0.03,4251020554,3954,Yes,Master or equivalent,Male,Yes,Married,114,\N,1,2,49,Technology Related Job,146,MD,113,117,No,No,0.77,1041,1041,0,2015,3 -34,9001,0.05,0.01,4251024352,3955,Yes,High School or below,Male,Yes,Single,1,\N,0,7,89,Others,6,OR,116,227,No,No,0.98,4738,676,1,2015,1 -34,9001,0.05,0.01,4251024352,3955,Yes,High School or below,Male,Yes,Single,1,\N,0,7,89,Others,6,OR,116,227,No,No,0.98,1287,429,1,2015,2 -64,119902,0.03,0.01,4251032054,3956,Yes,High School or below,Female,Yes,Single,59,\N,1,5,8,Technology Related Job,179,PA,313,242,No,No,0.43,5748,1149,0,2015,1 -64,119902,0.03,0.01,4251032054,3956,Yes,High School or below,Female,Yes,Single,59,\N,1,5,8,Technology Related Job,179,PA,313,242,No,No,0.43,6031,861,0,2015,2 -12,117931,0.05,0.03,4251025406,3957,Yes,High School or below,Male,Yes,Married,66,\N,3,2,48,Others,39,CA,317,102,No,No,0.64,3329,832,1,2015,1 -12,117931,0.05,0.03,4251025406,3957,Yes,High School or below,Male,Yes,Married,66,\N,3,2,48,Others,39,CA,317,102,No,No,0.64,1086,1086,1,2015,2 -42,228831,0.04,0.03,4251027251,3958,Yes,High School or below,Female,Yes,Married,4,\N,0,0,67,Technology Related Job,211,CT,14,117,No,Yes,0.1,5449,778,0,2015,1 -42,228831,0.04,0.03,4251027251,3958,Yes,High School or below,Female,Yes,Married,4,\N,0,0,67,Technology Related Job,211,CT,14,117,No,Yes,0.1,3443,688,0,2015,2 -58,226860,0.06,0.01,4251039200,3959,Yes,Bachelor or equivalent,Female,No,Married,12,\N,3,5,7,Others,71,MS,17,227,No,No,0.31,955,191,0,2015,1 -58,226860,0.06,0.01,4251039200,3959,Yes,Bachelor or equivalent,Female,No,Married,12,\N,3,5,7,Others,71,MS,17,227,No,No,0.31,6514,930,0,2015,2 -20,87760,0.04,0.01,4251077858,3960,Yes,Bachelor or equivalent,Male,Yes,Married,70,\N,0,3,26,Technology Related Job,244,MT,214,242,No,No,0.77,5376,597,1,2015,1 -20,87760,0.04,0.01,4251077858,3960,Yes,Bachelor or equivalent,Male,Yes,Married,70,\N,0,3,26,Technology Related Job,244,MT,214,242,No,No,0.77,3240,810,1,2015,2 -20,87760,0.04,0.01,4251077858,3960,Yes,Bachelor or equivalent,Male,Yes,Married,70,\N,0,3,26,Technology Related Job,244,MT,214,242,No,No,0.77,870,870,1,2015,3 -36,85789,0.06,0.03,4251026682,3961,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,3,0,66,Others,104,TX,217,102,No,No,0.98,3719,531,0,2015,1 -36,85789,0.06,0.03,4251026682,3961,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,3,0,66,Others,104,TX,217,102,No,No,0.98,3006,501,0,2015,2 -67,196690,0.04,0.03,4251081174,3962,Yes,Master or equivalent,Female,Yes,Single,15,\N,0,6,84,Technology Related Job,276,UT,414,117,No,No,0.43,2982,596,0,2015,1 -67,196690,0.04,0.03,4251081174,3962,Yes,Master or equivalent,Female,Yes,Single,15,\N,0,6,84,Technology Related Job,276,UT,414,117,No,No,0.43,282,141,0,2015,2 -15,194719,0.06,0,4251023660,3963,Yes,PhD or equivalent,Male,Yes,Married,23,\N,2,3,25,Technology Related Job,136,HI,418,227,Yes,No,0.65,3352,838,0,2015,1 -15,194719,0.06,0,4251023660,3963,Yes,PhD or equivalent,Male,Yes,Married,23,\N,2,3,25,Technology Related Job,136,HI,418,227,Yes,No,0.65,4704,672,0,2015,2 -45,55619,0.04,0.01,4251059132,3964,Yes,High School or below,Female,No,Single,81,\N,0,1,43,Technology Related Job,309,IL,115,242,No,No,0.1,470,235,0,2015,1 -45,55619,0.04,0.01,4251059132,3964,Yes,High School or below,Female,No,Single,81,\N,0,1,43,Technology Related Job,309,IL,115,242,No,No,0.1,4987,831,0,2015,2 -61,53648,0.06,0.02,4251050922,3965,Yes,High School or below,Female,No,Married,88,\N,2,7,84,Technology Related Job,169,NJ,118,102,No,No,0.31,1919,639,0,2015,1 -61,53648,0.06,0.02,4251050922,3965,Yes,High School or below,Female,No,Married,88,\N,2,7,84,Technology Related Job,169,NJ,118,102,No,No,0.31,3310,662,0,2015,2 -23,164548,0.05,0.03,4251047374,3966,Yes,High School or below,Male,Yes,Married,26,\N,3,4,2,Technology Related Job,341,NY,315,117,No,No,0.77,4834,805,0,2015,1 -23,164548,0.05,0.03,4251047374,3966,Yes,High School or below,Male,Yes,Married,26,\N,3,4,2,Technology Related Job,341,NY,315,117,No,No,0.77,1080,540,0,2015,2 -39,162577,0.07,0,4251054472,3967,Yes,High School or below,Female,Yes,Single,33,\N,2,2,43,Technology Related Job,201,WI,318,227,No,Yes,0.98,2822,470,0,2015,1 -39,162577,0.07,0,4251054472,3967,Yes,High School or below,Female,Yes,Single,33,\N,2,2,43,Technology Related Job,201,WI,318,227,No,Yes,0.98,3867,773,0,2015,2 -70,23478,0.05,0.01,4251030763,3968,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,3,7,61,Technology Related Job,374,WY,15,242,No,No,0.44,2716,543,0,2015,1 -70,23478,0.05,0.01,4251030763,3968,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,3,7,61,Technology Related Job,374,WY,15,242,No,No,0.44,6301,787,0,2015,2 -17,21507,0.07,0.02,4251086102,3969,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,2,5,2,Technology Related Job,234,KY,19,102,No,No,0.65,4696,587,1,2015,1 -17,21507,0.07,0.02,4251086102,3969,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,2,5,2,Technology Related Job,234,KY,19,102,No,No,0.65,3049,609,1,2015,2 -48,132407,0.05,0.03,4251061175,3970,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,3,2,20,Technology Related Job,406,ME,215,117,No,No,0.1,4269,609,0,2015,1 -48,132407,0.05,0.03,4251061175,3970,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,3,2,20,Technology Related Job,406,ME,215,117,No,No,0.1,3003,500,0,2015,2 -48,132407,0.05,0.03,4251061175,3970,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,3,2,20,Technology Related Job,406,ME,215,117,No,No,0.1,1173,1173,0,2015,3 -64,130436,0.07,0,4251058850,3971,Yes,Master or equivalent,Female,Yes,Married,44,\N,1,0,61,Technology Related Job,267,OK,219,227,No,No,0.31,7023,780,0,2015,1 -64,130436,0.07,0,4251058850,3971,Yes,Master or equivalent,Female,Yes,Married,44,\N,1,0,61,Technology Related Job,267,OK,219,227,No,No,0.31,4556,911,0,2015,2 -26,241336,0.05,0.01,4251023203,3972,Yes,PhD or equivalent,Male,Yes,Married,102,\N,3,5,79,Technology Related Job,439,PA,416,242,No,No,0.77,3543,708,0,2015,1 -26,241336,0.05,0.01,4251023203,3972,Yes,PhD or equivalent,Male,Yes,Married,102,\N,3,5,79,Technology Related Job,439,PA,416,242,No,No,0.77,5448,778,0,2015,2 -42,239365,0,0.02,4251038837,3973,Yes,High School or below,Female,No,Single,110,\N,1,3,20,Technology Related Job,299,CA,419,102,No,No,0.98,2735,683,0,2015,1 -42,239365,0,0.02,4251038837,3973,Yes,High School or below,Female,No,Single,110,\N,1,3,20,Technology Related Job,299,CA,419,102,No,No,0.98,1375,458,0,2015,2 -72,100266,0.06,0.03,4251081823,3974,Yes,High School or below,Male,Yes,Single,47,\N,2,0,38,Technology Related Job,472,CO,116,117,No,No,0.44,1200,600,0,2015,1 -72,100266,0.06,0.03,4251081823,3974,Yes,High School or below,Male,Yes,Single,47,\N,2,0,38,Technology Related Job,472,CO,116,117,No,No,0.44,3147,786,0,2015,2 -20,98295,0,0,4251044352,3975,Yes,High School or below,Male,Yes,Single,55,\N,1,6,78,Technology Related Job,332,MN,119,227,No,No,0.65,4312,862,0,2015,1 -20,98295,0,0,4251044352,3975,Yes,High School or below,Male,Yes,Single,55,\N,1,6,78,Technology Related Job,332,MN,119,227,No,No,0.65,3965,660,0,2015,2 -51,209195,0.06,0.01,4251086940,3976,Yes,High School or below,Female,Yes,Single,113,\N,2,4,97,Technology Related Job,4,MO,316,242,No,No,0.1,7842,871,0,2015,1 -51,209195,0.06,0.01,4251086940,3976,Yes,High School or below,Female,Yes,Single,113,\N,2,4,97,Technology Related Job,4,MO,316,242,No,No,0.1,6764,966,0,2015,2 -66,207224,0,0.02,4251076035,3977,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,0,1,37,Technology Related Job,364,TN,320,102,No,No,0.31,1886,377,0,2015,1 -66,207224,0,0.02,4251076035,3977,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,0,1,37,Technology Related Job,364,TN,320,102,No,No,0.31,3447,574,0,2015,2 -29,68125,0.06,0.03,4251078513,3978,Yes,Bachelor or equivalent,Male,No,Married,58,\N,2,7,56,Technology Related Job,37,UT,17,117,No,No,0.77,3850,770,0,2015,1 -29,68125,0.06,0.03,4251078513,3978,Yes,Bachelor or equivalent,Male,No,Married,58,\N,2,7,56,Technology Related Job,37,UT,17,117,No,No,0.77,3963,660,0,2015,2 -29,68125,0.06,0.03,4251078513,3978,Yes,Bachelor or equivalent,Male,No,Married,58,\N,2,7,56,Technology Related Job,37,UT,17,117,No,No,0.77,113,113,0,2015,3 -45,66154,0,0,4251060534,3979,Yes,Master or equivalent,Female,No,Single,66,\N,0,4,96,Technology Related Job,397,HI,20,227,No,No,0.98,4760,680,1,2015,1 -45,66154,0,0,4251060534,3979,Yes,Master or equivalent,Female,No,Single,66,\N,0,4,96,Technology Related Job,397,HI,20,227,No,No,0.98,7932,610,1,2015,2 -75,177054,0.06,0.01,4251098243,3980,Yes,Master or equivalent,Male,Yes,Married,4,\N,1,2,15,Technology Related Job,69,ID,217,242,Yes,Yes,0.44,3059,611,0,2015,1 -75,177054,0.06,0.01,4251098243,3980,Yes,Master or equivalent,Male,Yes,Married,4,\N,1,2,15,Technology Related Job,69,ID,217,242,Yes,Yes,0.44,2999,749,0,2015,2 -23,175083,0.01,0.02,4251034485,3981,Yes,High School or below,Male,Yes,Single,11,\N,0,7,55,Technology Related Job,429,NH,220,102,No,No,0.65,3077,512,1,2015,1 -53,35983,0.07,0.03,4251034045,3982,Yes,High School or below,Female,Yes,Single,69,\N,1,5,74,Technology Related Job,102,NM,417,117,No,No,0.11,4452,1113,0,2015,1 -53,35983,0.07,0.03,4251034045,3982,Yes,High School or below,Female,Yes,Single,69,\N,1,5,74,Technology Related Job,102,NM,417,117,No,No,0.11,2830,707,0,2015,2 -69,34012,0.01,0,4251057455,3983,Yes,High School or below,Female,Yes,Married,76,\N,0,2,14,Technology Related Job,462,WV,421,227,No,No,0.32,3244,1081,1,2015,1 -69,34012,0.01,0,4251057455,3983,Yes,High School or below,Female,Yes,Married,76,\N,0,2,14,Technology Related Job,462,WV,421,227,No,No,0.32,3127,1042,1,2015,2 -32,144913,0.07,0.01,4251030936,3984,Yes,High School or below,Male,No,Married,14,\N,1,0,33,Non-technology Related Job,134,WY,118,242,No,No,0.77,2075,415,0,2015,1 -32,144913,0.07,0.01,4251030936,3984,Yes,High School or below,Male,No,Married,14,\N,1,0,33,Non-technology Related Job,134,WY,118,242,No,No,0.77,54,54,0,2015,2 -48,142942,0.01,0.02,4251082474,3985,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,3,5,73,Technology Related Job,494,KY,121,102,No,No,0.98,7006,875,0,2015,1 -48,142942,0.01,0.02,4251082474,3985,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,3,5,73,Technology Related Job,494,KY,121,102,No,No,0.98,4178,696,0,2015,2 -78,3842,0.07,0.03,4251021089,3986,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,1,3,92,Non-technology Related Job,167,LA,318,117,No,No,0.44,3699,462,0,2015,1 -78,3842,0.07,0.03,4251021089,3986,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,1,3,92,Non-technology Related Job,167,LA,318,117,No,No,0.44,557,557,0,2015,2 -26,1871,0.01,0,4251036367,3987,Yes,Master or equivalent,Male,No,Single,87,\N,3,0,32,Technology Related Job,27,OH,321,227,No,No,0.65,946,236,1,2015,1 -26,1871,0.01,0,4251036367,3987,Yes,Master or equivalent,Male,No,Single,87,\N,3,0,32,Technology Related Job,27,OH,321,227,No,No,0.65,4008,1002,1,2015,2 -56,112771,0,0.01,4251011793,3988,No,Master or equivalent,Female,Yes,Single,25,\N,0,6,51,Non-technology Related Job,199,OR,18,242,No,No,0.11,5614,802,0,2015,1 -56,112771,0,0.01,4251011793,3988,No,Master or equivalent,Female,Yes,Single,25,\N,0,6,51,Non-technology Related Job,199,OR,18,242,No,No,0.11,7175,896,0,2015,2 -72,110800,0.02,0.02,4251088108,3989,Yes,High School or below,Female,Yes,Married,33,\N,3,3,91,Technology Related Job,60,AR,22,102,No,Yes,0.32,2784,464,0,2015,1 -72,110800,0.02,0.02,4251088108,3989,Yes,High School or below,Female,Yes,Married,33,\N,3,3,91,Technology Related Job,60,AR,22,102,No,Yes,0.32,3609,721,0,2015,2 -72,110800,0.02,0.02,4251088108,3989,Yes,High School or below,Female,Yes,Married,33,\N,3,3,91,Technology Related Job,60,AR,22,102,No,Yes,0.32,737,737,0,2015,3 -34,221701,0,0.03,4251091882,3990,Yes,High School or below,Male,Yes,Single,91,\N,0,1,9,Non-technology Related Job,232,CO,219,117,No,No,0.77,6272,696,0,2015,1 -34,221701,0,0.03,4251091882,3990,Yes,High School or below,Male,Yes,Single,91,\N,0,1,9,Non-technology Related Job,232,CO,219,117,No,No,0.77,1911,955,0,2015,2 -50,219730,0.02,0,4251061293,3991,Yes,High School or below,Female,Yes,Married,98,\N,3,6,50,Technology Related Job,92,MN,222,227,No,No,0.98,8821,1102,0,2015,1 -50,219730,0.02,0,4251061293,3991,Yes,High School or below,Female,Yes,Married,98,\N,3,6,50,Technology Related Job,92,MN,222,227,No,No,0.98,4648,929,0,2015,2 -13,80630,0,0.01,4251040800,3992,Yes,High School or below,Male,No,Married,36,\N,0,4,68,Non-technology Related Job,265,MS,419,242,No,No,0.44,4233,1058,0,2015,1 -13,80630,0,0.01,4251040800,3992,Yes,High School or below,Male,No,Married,36,\N,0,4,68,Non-technology Related Job,265,MS,419,242,No,No,0.44,2303,575,0,2015,2 -29,78659,0.02,0.02,4251038963,3993,Yes,Bachelor or equivalent,Male,No,Single,43,\N,2,2,9,Technology Related Job,125,SD,422,102,No,No,0.65,2183,545,0,2015,1 -29,78659,0.02,0.02,4251038963,3993,Yes,Bachelor or equivalent,Male,No,Single,43,\N,2,2,9,Technology Related Job,125,SD,422,102,No,No,0.65,6170,771,0,2015,2 -59,189560,0,0.03,4251016968,3994,Yes,Bachelor or equivalent,Female,Yes,Single,101,\N,0,7,27,Non-technology Related Job,297,TX,119,117,No,No,0.11,3070,767,0,2015,1 -59,189560,0,0.03,4251016968,3994,Yes,Bachelor or equivalent,Female,Yes,Single,101,\N,0,7,27,Non-technology Related Job,297,TX,119,117,No,No,0.11,1181,590,0,2015,2 -75,187588,0.02,0,4251069688,3995,Yes,Bachelor or equivalent,Male,Yes,Single,109,\N,2,5,68,Technology Related Job,157,GA,122,227,No,No,0.32,4302,1075,0,2015,1 -75,187588,0.02,0,4251069688,3995,Yes,Bachelor or equivalent,Male,Yes,Single,109,\N,2,5,68,Technology Related Job,157,GA,122,227,No,No,0.32,2613,871,0,2015,2 -37,48489,0.01,0.01,4251034624,3996,Yes,Master or equivalent,Female,Yes,Single,47,\N,3,2,86,Non-technology Related Job,330,ID,319,242,No,No,0.77,5250,750,0,2015,1 -37,48489,0.01,0.01,4251034624,3996,Yes,Master or equivalent,Female,Yes,Single,47,\N,3,2,86,Non-technology Related Job,330,ID,319,242,No,No,0.77,5519,919,0,2015,2 -53,46518,0.03,0.02,4251090035,3997,Yes,High School or below,Female,Yes,Married,54,\N,2,0,27,Technology Related Job,190,NH,323,102,No,No,0.99,4235,847,0,2015,1 -53,46518,0.03,0.02,4251090035,3997,Yes,High School or below,Female,Yes,Married,54,\N,2,0,27,Technology Related Job,190,NH,323,102,No,No,0.99,6431,803,0,2015,2 -53,46518,0.03,0.02,4251090035,3997,Yes,High School or below,Female,Yes,Married,54,\N,2,0,27,Technology Related Job,190,NH,323,102,No,No,0.99,634,634,0,2015,3 -15,157418,0.01,0.03,4251078324,3998,Yes,High School or below,Male,No,Married,112,\N,3,5,45,Non-technology Related Job,362,NJ,20,117,No,No,0.44,1201,1201,0,2015,1 -15,157418,0.01,0.03,4251078324,3998,Yes,High School or below,Male,No,Married,112,\N,3,5,45,Non-technology Related Job,362,NJ,20,117,No,No,0.44,2246,561,0,2015,2 -31,155447,0.03,0,4251063116,3999,Yes,High School or below,Male,Yes,Single,0,\N,1,3,86,Technology Related Job,222,WA,23,227,No,No,0.65,4348,724,1,2015,1 -31,155447,0.03,0,4251063116,3999,Yes,High School or below,Male,Yes,Single,0,\N,1,3,86,Technology Related Job,222,WA,23,227,No,No,0.65,2180,726,1,2015,2 -62,16348,0.01,0.01,4251061494,4000,Yes,High School or below,Female,Yes,Married,57,\N,3,0,4,Non-technology Related Job,395,WI,220,242,No,No,0.11,2361,787,1,2015,1 -62,16348,0.01,0.01,4251061494,4000,Yes,High School or below,Female,Yes,Married,57,\N,3,0,4,Non-technology Related Job,395,WI,220,242,No,No,0.11,2098,699,1,2015,2 -78,14377,0.03,0.02,4251086300,4001,Yes,High School or below,Male,Yes,Single,65,\N,1,6,45,Technology Related Job,255,KS,223,102,No,No,0.32,1123,1123,0,2015,1 -78,14377,0.03,0.02,4251086300,4001,Yes,High School or below,Male,Yes,Single,65,\N,1,6,45,Technology Related Job,255,KS,223,102,No,No,0.32,2048,682,0,2015,2 -78,14377,0.03,0.02,4251086300,4001,Yes,High School or below,Male,Yes,Single,65,\N,1,6,45,Technology Related Job,255,KS,223,102,No,No,0.32,1325,1325,0,2015,3 -40,125277,0.01,0.03,4251046908,4002,Yes,Bachelor or equivalent,Female,Yes,Single,3,\N,2,3,63,Non-technology Related Job,427,LA,420,117,No,Yes,0.78,3559,593,0,2015,1 -40,125277,0.01,0.03,4251046908,4002,Yes,Bachelor or equivalent,Female,Yes,Single,3,\N,2,3,63,Non-technology Related Job,427,LA,420,117,No,Yes,0.78,3220,644,0,2015,2 -56,123306,0.03,0,4251035708,4003,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,1,1,3,Technology Related Job,287,OH,424,227,No,No,0.99,3737,533,0,2015,1 -56,123306,0.03,0,4251035708,4003,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,1,1,3,Technology Related Job,287,OH,424,227,No,No,0.99,3161,632,0,2015,2 -18,234206,0.02,0.01,4251027498,4004,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,2,7,22,Non-technology Related Job,460,OR,121,242,No,No,0.44,441,441,1,2015,1 -18,234206,0.02,0.01,4251027498,4004,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,2,7,22,Non-technology Related Job,460,OR,121,242,No,No,0.44,2916,583,1,2015,2 -34,232235,0.04,0.02,4251040566,4005,Yes,PhD or equivalent,Male,Yes,Married,76,\N,1,4,62,Technology Related Job,320,AZ,124,102,Yes,No,0.65,2146,536,0,2015,1 -34,232235,0.04,0.02,4251040566,4005,Yes,PhD or equivalent,Male,Yes,Married,76,\N,1,4,62,Technology Related Job,320,AZ,124,102,Yes,No,0.65,2964,741,0,2015,2 -65,93136,0.02,0.03,4251070620,4006,Yes,High School or below,Female,No,Married,14,\N,2,2,81,Non-technology Related Job,492,CA,321,117,No,No,0.11,2643,528,0,2015,1 -65,93136,0.02,0.03,4251070620,4006,Yes,High School or below,Female,No,Married,14,\N,2,2,81,Non-technology Related Job,492,CA,321,117,No,No,0.11,3850,770,0,2015,2 -12,91165,0.04,0,4251076274,4007,Yes,High School or below,Male,No,Single,21,\N,0,7,21,Technology Related Job,353,MI,324,227,No,No,0.32,4839,967,0,2015,1 -12,91165,0.04,0,4251076274,4007,Yes,High School or below,Male,No,Single,21,\N,0,7,21,Technology Related Job,353,MI,324,227,No,No,0.32,2552,850,0,2015,2 -43,202065,0.02,0.01,4251091871,4008,Yes,High School or below,Female,Yes,Single,79,\N,2,5,40,Non-technology Related Job,25,MS,21,242,No,No,0.78,4277,855,0,2015,1 -43,202065,0.02,0.01,4251091871,4008,Yes,High School or below,Female,Yes,Single,79,\N,2,5,40,Non-technology Related Job,25,MS,21,242,No,No,0.78,2130,532,0,2015,2 -59,200094,0.04,0.02,4251089130,4009,Yes,High School or below,Female,Yes,Married,86,\N,0,2,80,Technology Related Job,385,SD,25,102,No,No,0.99,4002,667,0,2015,1 -59,200094,0.04,0.02,4251089130,4009,Yes,High School or below,Female,Yes,Married,86,\N,0,2,80,Technology Related Job,385,SD,25,102,No,No,0.99,7645,849,0,2015,2 -21,60994,0.02,0.03,4251060734,4010,Yes,High School or below,Male,Yes,Single,24,\N,1,0,99,Non-technology Related Job,58,TX,222,117,No,No,0.44,3738,934,0,2015,1 -21,60994,0.02,0.03,4251060734,4010,Yes,High School or below,Male,Yes,Single,24,\N,1,0,99,Non-technology Related Job,58,TX,222,117,No,No,0.44,2123,707,0,2015,2 -37,59023,0.04,0,4251093745,4011,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,0,5,39,Technology Related Job,418,FL,225,227,No,Yes,0.66,1886,314,0,2015,1 -37,59023,0.04,0,4251093745,4011,Yes,Bachelor or equivalent,Male,Yes,Married,32,\N,0,5,39,Technology Related Job,418,FL,225,227,No,Yes,0.66,1402,701,0,2015,2 -67,169924,0.03,0.01,4251070754,4012,Yes,Bachelor or equivalent,Female,No,Married,90,\N,1,3,58,Non-technology Related Job,90,HI,422,242,No,No,0.11,981,327,0,2015,1 -67,169924,0.03,0.01,4251070754,4012,Yes,Bachelor or equivalent,Female,No,Married,90,\N,1,3,58,Non-technology Related Job,90,HI,422,242,No,No,0.11,4998,833,0,2015,2 -15,167953,0.05,0.02,4251071020,4013,Yes,Master or equivalent,Male,Yes,Single,97,\N,0,0,98,Technology Related Job,450,NV,425,102,No,No,0.32,8800,977,0,2015,1 -15,167953,0.05,0.02,4251071020,4013,Yes,Master or equivalent,Male,Yes,Single,97,\N,0,0,98,Technology Related Job,450,NV,425,102,No,No,0.32,5785,964,0,2015,2 -46,28853,0.03,0.03,4251037941,4014,Yes,PhD or equivalent,Female,Yes,Single,35,\N,1,6,17,Non-technology Related Job,123,NJ,122,117,No,No,0.78,2112,704,0,2015,1 -46,28853,0.03,0.03,4251037941,4014,Yes,PhD or equivalent,Female,Yes,Single,35,\N,1,6,17,Non-technology Related Job,123,NJ,122,117,No,No,0.78,2895,579,0,2015,2 -46,28853,0.03,0.03,4251037941,4014,Yes,PhD or equivalent,Female,Yes,Single,35,\N,1,6,17,Non-technology Related Job,123,NJ,122,117,No,No,0.78,1213,1213,0,2015,3 -61,26882,0.05,0,4251022663,4015,Yes,High School or below,Female,Yes,Single,43,\N,3,3,57,Technology Related Job,483,WA,126,227,No,No,0.99,4829,804,0,2015,1 -61,26882,0.05,0,4251022663,4015,Yes,High School or below,Female,Yes,Single,43,\N,3,3,57,Technology Related Job,483,WA,126,227,No,No,0.99,3614,722,0,2015,2 -24,137783,0.03,0.01,4251070056,4016,Yes,High School or below,Male,Yes,Single,101,\N,1,1,76,Non-technology Related Job,155,WI,322,242,No,No,0.45,1607,535,1,2015,1 -24,137783,0.03,0.01,4251070056,4016,Yes,High School or below,Male,Yes,Single,101,\N,1,1,76,Non-technology Related Job,155,WI,322,242,No,No,0.45,1902,951,1,2015,2 -40,135812,0.05,0.02,4251092762,4017,Yes,High School or below,Male,Yes,Married,108,\N,3,6,16,Technology Related Job,15,IA,326,102,No,No,0.66,4672,519,0,2015,1 -40,135812,0.05,0.02,4251092762,4017,Yes,High School or below,Male,Yes,Married,108,\N,3,6,16,Technology Related Job,15,IA,326,102,No,No,0.66,2622,437,0,2015,2 -70,246712,0.03,0.03,4251099525,4018,Yes,High School or below,Female,Yes,Married,46,\N,0,4,34,Non-technology Related Job,188,KY,23,117,No,No,0.11,7238,723,0,2015,1 -70,246712,0.03,0.03,4251099525,4018,Yes,High School or below,Female,Yes,Married,46,\N,0,4,34,Non-technology Related Job,188,KY,23,117,No,No,0.11,4931,821,0,2015,2 -18,244741,0.05,0,4251012820,4019,Yes,Bachelor or equivalent,Male,Yes,Single,53,\N,3,1,75,Technology Related Job,48,ND,26,227,No,No,0.32,3693,615,0,2015,1 -18,244741,0.05,0,4251012820,4019,Yes,Bachelor or equivalent,Male,Yes,Single,53,\N,3,1,75,Technology Related Job,48,ND,26,227,No,No,0.32,6774,846,0,2015,2 -48,105641,0.04,0,4251018107,4020,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,0,7,93,Non-technology Related Job,220,OK,223,242,No,No,0.78,2585,646,0,2015,1 -48,105641,0.04,0,4251018107,4020,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,0,7,93,Non-technology Related Job,220,OK,223,242,No,No,0.78,4240,706,0,2015,2 -64,103670,0.06,0.02,4251010189,4021,Yes,Master or equivalent,Female,No,Single,119,\N,2,4,34,Technology Related Job,80,AZ,226,102,No,No,0.99,3984,442,0,2015,1 -64,103670,0.06,0.02,4251010189,4021,Yes,Master or equivalent,Female,No,Single,119,\N,2,4,34,Technology Related Job,80,AZ,226,102,No,No,0.99,1425,356,0,2015,2 -64,103670,0.06,0.02,4251010189,4021,Yes,Master or equivalent,Female,No,Single,119,\N,2,4,34,Technology Related Job,80,AZ,226,102,No,No,0.99,436,436,0,2015,3 -27,214571,0.04,0.02,4251071708,4022,Yes,Master or equivalent,Male,Yes,Single,57,\N,0,2,52,Non-technology Related Job,253,CA,423,117,No,No,0.45,488,488,0,2015,1 -27,214571,0.04,0.02,4251071708,4022,Yes,Master or equivalent,Male,Yes,Single,57,\N,0,2,52,Non-technology Related Job,253,CA,423,117,No,No,0.45,2684,894,0,2015,2 -43,212600,0.06,0,4251080623,4023,Yes,High School or below,Female,Yes,Married,64,\N,2,0,93,Technology Related Job,113,MA,427,227,No,No,0.66,4844,692,0,2015,1 -43,212600,0.06,0,4251080623,4023,Yes,High School or below,Female,Yes,Married,64,\N,2,0,93,Technology Related Job,113,MA,427,227,No,No,0.66,2022,674,0,2015,2 -73,73500,0.04,0,4251049469,4024,Yes,High School or below,Female,Yes,Married,2,\N,3,5,11,Non-technology Related Job,285,MN,124,242,No,Yes,0.11,7777,972,0,2015,1 -73,73500,0.04,0,4251049469,4024,Yes,High School or below,Female,Yes,Married,2,\N,3,5,11,Non-technology Related Job,285,MN,124,242,No,Yes,0.11,5158,859,0,2015,2 -21,71529,0.06,0.02,4251078090,4025,Yes,High School or below,Male,Yes,Married,10,\N,2,3,52,Technology Related Job,146,SC,127,102,No,No,0.32,3744,468,0,2015,1 -21,71529,0.06,0.02,4251078090,4025,Yes,High School or below,Male,Yes,Married,10,\N,2,3,52,Technology Related Job,146,SC,127,102,No,No,0.32,2632,877,0,2015,2 -51,182429,0.04,0.02,4251085930,4026,Yes,High School or below,Female,No,Married,67,\N,3,0,70,Non-technology Related Job,318,TN,324,117,No,No,0.78,2032,677,0,2015,1 -51,182429,0.04,0.02,4251085930,4026,Yes,High School or below,Female,No,Married,67,\N,3,0,70,Non-technology Related Job,318,TN,324,117,No,No,0.78,2910,415,0,2015,2 -67,180458,0.06,0,4251100242,4027,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,2,6,11,Technology Related Job,178,FL,327,227,Yes,No,0.99,4641,663,0,2015,1 -67,180458,0.06,0,4251100242,4027,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,2,6,11,Technology Related Job,178,FL,327,227,Yes,No,0.99,3349,837,0,2015,2 -29,41359,0.05,0,4251062074,4028,Yes,Bachelor or equivalent,Male,Yes,Single,13,\N,3,3,29,Non-technology Related Job,351,HI,24,242,No,No,0.45,2652,442,1,2015,1 -29,41359,0.05,0,4251062074,4028,Yes,Bachelor or equivalent,Male,Yes,Single,13,\N,3,3,29,Non-technology Related Job,351,HI,24,242,No,No,0.45,2077,692,1,2015,2 -45,39388,0.07,0.02,4251077143,4029,Yes,Master or equivalent,Female,Yes,Married,20,\N,1,1,70,Technology Related Job,211,NE,28,102,No,No,0.66,5491,610,0,2015,1 -45,39388,0.07,0.02,4251077143,4029,Yes,Master or equivalent,Female,Yes,Married,20,\N,1,1,70,Technology Related Job,211,NE,28,102,No,No,0.66,4448,635,0,2015,2 -76,150288,0.05,0.02,4251015349,4030,Yes,Master or equivalent,Male,Yes,Single,78,\N,3,6,88,Non-technology Related Job,383,NH,225,117,No,No,0.12,6142,767,0,2015,1 -76,150288,0.05,0.02,4251015349,4030,Yes,Master or equivalent,Male,Yes,Single,78,\N,3,6,88,Non-technology Related Job,383,NH,225,117,No,No,0.12,56,56,0,2015,2 -76,150288,0.05,0.02,4251015349,4030,Yes,Master or equivalent,Male,Yes,Single,78,\N,3,6,88,Non-technology Related Job,383,NH,225,117,No,No,0.12,465,465,0,2015,3 -24,148317,0.07,0,4251079660,4031,Yes,High School or below,Male,Yes,Married,86,\N,1,4,29,Technology Related Job,243,VA,228,227,No,No,0.33,2126,531,0,2015,1 -24,148317,0.07,0,4251079660,4031,Yes,High School or below,Male,Yes,Married,86,\N,1,4,29,Technology Related Job,243,VA,228,227,No,No,0.33,5895,736,0,2015,2 -54,9218,0.05,0,4251023162,4032,Yes,High School or below,Female,Yes,Married,24,\N,2,1,47,Non-technology Related Job,416,WV,425,242,No,No,0.78,4622,770,0,2015,1 -54,9218,0.05,0,4251023162,4032,Yes,High School or below,Female,Yes,Married,24,\N,2,1,47,Non-technology Related Job,416,WV,425,242,No,No,0.78,2035,1017,0,2015,2 -70,7246,0.07,0.02,4251014693,4033,Yes,High School or below,Female,Yes,Single,31,\N,1,7,87,Technology Related Job,276,IA,428,102,No,Yes,0.99,1363,681,0,2015,1 -70,7246,0.07,0.02,4251014693,4033,Yes,High School or below,Female,Yes,Single,31,\N,1,7,87,Technology Related Job,276,IA,428,102,No,Yes,0.99,2314,1157,0,2015,2 -32,118147,0.05,0.02,4251069220,4034,No,High School or below,Male,Yes,Single,89,\N,2,5,6,Non-technology Related Job,448,KY,125,117,No,No,0.45,1994,498,1,2015,1 -32,118147,0.05,0.02,4251069220,4034,No,High School or below,Male,Yes,Single,89,\N,2,5,6,Non-technology Related Job,448,KY,125,117,No,No,0.45,1003,334,1,2015,2 -48,116176,0.07,0,4251031644,4035,Yes,Bachelor or equivalent,Female,No,Single,96,\N,1,2,46,Technology Related Job,308,NC,129,227,No,No,0.66,5012,716,1,2015,1 -48,116176,0.07,0,4251031644,4035,Yes,Bachelor or equivalent,Female,No,Single,96,\N,1,2,46,Technology Related Job,308,NC,129,227,No,No,0.66,1980,990,1,2015,2 -79,227076,0.06,0,4251085538,4036,Yes,Bachelor or equivalent,Male,Yes,Single,34,\N,2,0,65,Non-technology Related Job,481,OH,326,242,No,No,0.12,2074,518,0,2015,1 -79,227076,0.06,0,4251085538,4036,Yes,Bachelor or equivalent,Male,Yes,Single,34,\N,2,0,65,Non-technology Related Job,481,OH,326,242,No,No,0.12,4646,774,0,2015,2 -26,225105,0,0.02,4251073642,4037,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,0,5,5,Technology Related Job,341,AK,329,102,No,No,0.33,6212,776,1,2015,1 -26,225105,0,0.02,4251073642,4037,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,0,5,5,Technology Related Job,341,AK,329,102,No,No,0.33,4559,759,1,2015,2 -57,86006,0.06,0.02,4251058028,4038,Yes,Master or equivalent,Female,Yes,Married,100,\N,2,3,24,Non-technology Related Job,13,AR,26,117,No,No,0.78,3086,514,0,2015,1 -57,86006,0.06,0.02,4251058028,4038,Yes,Master or equivalent,Female,Yes,Married,100,\N,2,3,24,Non-technology Related Job,13,AR,26,117,No,No,0.78,10798,1079,0,2015,2 -73,84035,0,0,4251053929,4039,Yes,PhD or equivalent,Female,Yes,Single,107,\N,0,0,64,Technology Related Job,373,MA,29,227,No,No,0.99,2874,479,0,2015,1 -73,84035,0,0,4251053929,4039,Yes,PhD or equivalent,Female,Yes,Single,107,\N,0,0,64,Technology Related Job,373,MA,29,227,No,No,0.99,3978,568,0,2015,2 -35,194935,0.06,0,4251055325,4040,Yes,High School or below,Male,No,Single,45,\N,1,6,83,Non-technology Related Job,46,MN,226,242,No,No,0.45,4829,804,0,2015,1 -35,194935,0.06,0,4251055325,4040,Yes,High School or below,Male,No,Single,45,\N,1,6,83,Non-technology Related Job,46,MN,226,242,No,No,0.45,3289,657,0,2015,2 -51,192964,0,0.02,4251032705,4041,Yes,High School or below,Female,No,Single,53,\N,0,3,23,Technology Related Job,406,SC,229,102,No,No,0.66,3522,704,0,2015,1 -51,192964,0,0.02,4251032705,4041,Yes,High School or below,Female,No,Single,53,\N,0,3,23,Technology Related Job,406,SC,229,102,No,No,0.66,3123,780,0,2015,2 -42,109807,0.01,0.03,4251071409,4042,Yes,High School or below,Female,Yes,Married,78,\N,1,4,91,Others,75,AL,24,97,No,No,0.04,5722,817,0,2015,1 -42,109807,0.01,0.03,4251071409,4042,Yes,High School or below,Female,Yes,Married,78,\N,1,4,91,Others,75,AL,24,97,No,No,0.04,4897,612,0,2015,2 -57,107836,0.03,0.01,4251058739,4043,Yes,High School or below,Female,Yes,Single,85,\N,3,2,31,Non-technology Related Job,435,KY,27,207,No,No,0.25,990,495,0,2015,1 -57,107836,0.03,0.01,4251058739,4043,Yes,High School or below,Female,Yes,Single,85,\N,3,2,31,Non-technology Related Job,435,KY,27,207,No,No,0.25,3473,868,0,2015,2 -20,218737,0.01,0.01,4251018165,4044,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,1,7,50,Others,107,ME,224,222,No,No,0.71,2657,442,0,2015,1 -20,218737,0.01,0.01,4251018165,4044,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,1,7,50,Others,107,ME,224,222,No,No,0.71,4230,705,0,2015,2 -36,216766,0.03,0.03,4251058623,4045,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,3,5,90,Non-technology Related Job,467,OK,228,82,No,No,0.92,4625,770,0,2015,1 -36,216766,0.03,0.03,4251058623,4045,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,3,5,90,Non-technology Related Job,467,OK,228,82,No,No,0.92,3804,543,0,2015,2 -66,77666,0.02,0.03,4251050992,4046,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,0,2,9,Others,140,PA,425,97,Yes,No,0.38,1973,986,0,2015,1 -66,77666,0.02,0.03,4251050992,4046,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,0,2,9,Others,140,PA,425,97,Yes,No,0.38,1637,545,0,2015,2 -14,75695,0.04,0.01,4251034700,4047,Yes,Master or equivalent,Male,Yes,Married,96,\N,3,0,49,Non-technology Related Job,0,CA,428,206,No,No,0.59,3299,824,0,2015,1 -14,75695,0.04,0.01,4251034700,4047,Yes,Master or equivalent,Male,Yes,Married,96,\N,3,0,49,Non-technology Related Job,0,CA,428,206,No,No,0.59,2674,445,0,2015,2 -14,75695,0.04,0.01,4251034700,4047,Yes,Master or equivalent,Male,Yes,Married,96,\N,3,0,49,Non-technology Related Job,0,CA,428,206,No,No,0.59,932,932,0,2015,3 -44,186595,0.02,0.01,4251033485,4048,Yes,PhD or equivalent,Female,Yes,Married,34,\N,0,6,68,Others,172,CT,125,221,No,No,0.04,5872,978,1,2015,1 -44,186595,0.02,0.01,4251033485,4048,Yes,PhD or equivalent,Female,Yes,Married,34,\N,0,6,68,Others,172,CT,125,221,No,No,0.04,3401,850,1,2015,2 -60,184624,0.04,0.03,4251080560,4049,Yes,High School or below,Female,No,Married,41,\N,3,3,8,Non-technology Related Job,32,MN,128,81,No,No,0.26,5669,809,0,2015,1 -60,184624,0.04,0.03,4251080560,4049,Yes,High School or below,Female,No,Married,41,\N,3,3,8,Non-technology Related Job,32,MN,128,81,No,No,0.26,5761,823,0,2015,2 -23,45525,0.02,0.03,4251093012,4050,No,High School or below,Male,Yes,Married,99,\N,0,1,27,Others,205,MO,325,96,No,No,0.71,3647,911,0,2015,1 -23,45525,0.02,0.03,4251093012,4050,No,High School or below,Male,Yes,Married,99,\N,0,1,27,Others,205,MO,325,96,No,No,0.71,2644,881,0,2015,2 -23,45525,0.02,0.03,4251093012,4050,No,High School or below,Male,Yes,Married,99,\N,0,1,27,Others,205,MO,325,96,No,No,0.71,1030,1030,0,2015,3 -38,43554,0.04,0.01,4251095233,4051,Yes,High School or below,Female,Yes,Single,107,\N,2,6,67,Non-technology Related Job,65,TN,329,206,No,No,0.92,3328,665,0,2015,1 -38,43554,0.04,0.01,4251095233,4051,Yes,High School or below,Female,Yes,Single,107,\N,2,6,67,Non-technology Related Job,65,TN,329,206,No,No,0.92,4078,815,0,2015,2 -38,43554,0.04,0.01,4251095233,4051,Yes,High School or below,Female,Yes,Single,107,\N,2,6,67,Non-technology Related Job,65,TN,329,206,No,No,0.92,1092,1092,0,2015,3 -69,154454,0.02,0.01,4251044226,4052,Yes,High School or below,Male,Yes,Single,45,\N,0,4,85,Others,237,UT,26,221,No,Yes,0.38,1277,425,1,2015,1 -69,154454,0.02,0.01,4251044226,4052,Yes,High School or below,Male,Yes,Single,45,\N,0,4,85,Others,237,UT,26,221,No,Yes,0.38,3914,782,1,2015,2 -69,154454,0.02,0.01,4251044226,4052,Yes,High School or below,Male,Yes,Single,45,\N,0,4,85,Others,237,UT,26,221,No,Yes,0.38,1358,1358,1,2015,3 -17,152483,0.04,0.03,4251043677,4053,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,2,1,26,Non-technology Related Job,98,HI,29,81,No,No,0.59,2961,987,0,2015,1 -17,152483,0.04,0.03,4251043677,4053,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,2,1,26,Non-technology Related Job,98,HI,29,81,No,No,0.59,6350,793,0,2015,2 -47,13384,0.03,0.03,4251053947,4054,Yes,Bachelor or equivalent,Female,No,Single,110,\N,3,7,44,Others,270,IL,226,96,No,No,0.05,2474,618,0,2015,1 -47,13384,0.03,0.03,4251053947,4054,Yes,Bachelor or equivalent,Female,No,Single,110,\N,3,7,44,Others,270,IL,226,96,No,No,0.05,5687,812,0,2015,2 -63,11412,0.05,0.01,4251044121,4055,Yes,Master or equivalent,Male,No,Married,117,\N,2,4,85,Non-technology Related Job,130,NH,229,206,No,No,0.26,5528,460,0,2015,1 -63,11412,0.05,0.01,4251044121,4055,Yes,Master or equivalent,Male,No,Married,117,\N,2,4,85,Non-technology Related Job,130,NH,229,206,No,No,0.26,3207,801,0,2015,2 -25,122313,0.03,0.01,4251049603,4056,Yes,Master or equivalent,Female,Yes,Married,55,\N,3,2,3,Others,303,NM,426,221,No,No,0.71,5428,904,0,2015,1 -25,122313,0.03,0.01,4251049603,4056,Yes,Master or equivalent,Female,Yes,Married,55,\N,3,2,3,Others,303,NM,426,221,No,No,0.71,2925,975,0,2015,2 -41,120342,0.05,0.03,4251014376,4057,Yes,High School or below,Female,Yes,Single,63,\N,2,7,44,Non-technology Related Job,163,WV,430,81,No,No,0.92,4509,901,0,2015,1 -41,120342,0.05,0.03,4251014376,4057,Yes,High School or below,Female,Yes,Single,63,\N,2,7,44,Non-technology Related Job,163,WV,430,81,No,No,0.92,5848,731,0,2015,2 -72,231242,0.03,0.03,4251061688,4058,Yes,High School or below,Male,Yes,Single,1,\N,3,5,62,Others,335,WY,127,96,No,No,0.38,898,224,0,2015,1 -72,231242,0.03,0.03,4251061688,4058,Yes,High School or below,Male,Yes,Single,1,\N,3,5,62,Others,335,WY,127,96,No,No,0.38,3727,745,0,2015,2 -20,229271,0.05,0.01,4251062201,4059,Yes,High School or below,Male,Yes,Single,8,\N,1,2,3,Non-technology Related Job,195,KY,130,206,No,Yes,0.59,5174,862,0,2015,1 -20,229271,0.05,0.01,4251062201,4059,Yes,High School or below,Male,Yes,Single,8,\N,1,2,3,Non-technology Related Job,195,KY,130,206,No,Yes,0.59,10794,981,0,2015,2 -20,229271,0.05,0.01,4251062201,4059,Yes,High School or below,Male,Yes,Single,8,\N,1,2,3,Non-technology Related Job,195,KY,130,206,No,Yes,0.59,397,397,0,2015,3 -50,90172,0.03,0.01,4251055939,4060,Yes,High School or below,Female,Yes,Single,66,\N,2,0,21,Others,368,ME,327,221,No,No,0.05,1965,393,0,2015,1 -50,90172,0.03,0.01,4251055939,4060,Yes,High School or below,Female,Yes,Single,66,\N,2,0,21,Others,368,ME,327,221,No,No,0.05,5574,796,0,2015,2 -66,88201,0.05,0.03,4251098044,4061,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,1,5,62,Non-technology Related Job,228,OH,330,81,No,No,0.26,1967,983,0,2015,1 -66,88201,0.05,0.03,4251098044,4061,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,1,5,62,Non-technology Related Job,228,OH,330,81,No,No,0.26,3673,612,0,2015,2 -28,199101,0.04,0.03,4251079829,4062,Yes,Bachelor or equivalent,Female,Yes,Married,12,\N,2,3,80,Others,400,OR,27,96,No,No,0.71,7847,713,0,2015,1 -28,199101,0.04,0.03,4251079829,4062,Yes,Bachelor or equivalent,Female,Yes,Married,12,\N,2,3,80,Others,400,OR,27,96,No,No,0.71,3510,877,0,2015,2 -44,197130,0.06,0.01,4251062386,4063,Yes,Master or equivalent,Female,No,Single,19,\N,1,0,21,Non-technology Related Job,260,AR,30,206,No,No,0.92,1170,1170,0,2015,1 -44,197130,0.06,0.01,4251062386,4063,Yes,Master or equivalent,Female,No,Single,19,\N,1,0,21,Non-technology Related Job,260,AR,30,206,No,No,0.92,2141,535,0,2015,2 -74,58030,0.04,0.01,4251051984,4064,Yes,Master or equivalent,Male,Yes,Single,77,\N,2,6,39,Others,433,CO,227,221,No,No,0.38,3554,888,1,2015,1 -74,58030,0.04,0.01,4251051984,4064,Yes,Master or equivalent,Male,Yes,Single,77,\N,2,6,39,Others,433,CO,227,221,No,No,0.38,4500,750,1,2015,2 -22,56059,0.06,0.03,4251076425,4065,Yes,High School or below,Male,Yes,Single,84,\N,0,4,79,Non-technology Related Job,293,MN,231,81,No,No,0.59,5185,740,0,2015,1 -22,56059,0.06,0.03,4251076425,4065,Yes,High School or below,Male,Yes,Single,84,\N,0,4,79,Non-technology Related Job,293,MN,231,81,No,No,0.59,1356,452,0,2015,2 -53,166960,0.04,0.03,4251060123,4066,Yes,High School or below,Female,Yes,Single,22,\N,2,1,98,Others,465,MO,428,96,No,No,0.05,7772,597,0,2015,1 -53,166960,0.04,0.03,4251060123,4066,Yes,High School or below,Female,Yes,Single,22,\N,2,1,98,Others,465,MO,428,96,No,No,0.05,3368,673,0,2015,2 -69,164989,0.06,0.01,4251057478,4067,Yes,High School or below,Male,Yes,Married,30,\N,0,7,38,Non-technology Related Job,325,SD,431,206,No,No,0.26,4955,991,0,2015,1 -69,164989,0.06,0.01,4251057478,4067,Yes,High School or below,Male,Yes,Married,30,\N,0,7,38,Non-technology Related Job,325,SD,431,206,No,No,0.26,2355,588,0,2015,2 -31,25889,0.04,0.01,4251081161,4068,Yes,High School or below,Female,No,Married,88,\N,1,4,57,Others,498,TX,128,221,No,No,0.72,4457,1114,0,2015,1 -31,25889,0.04,0.01,4251081161,4068,Yes,High School or below,Female,No,Married,88,\N,1,4,57,Others,498,TX,128,221,No,No,0.72,3356,671,0,2015,2 -47,23918,0.06,0.03,4251085907,4069,Yes,Bachelor or equivalent,Female,No,Single,95,\N,0,2,97,Non-technology Related Job,358,GA,131,81,No,No,0.93,3829,638,0,2015,1 -47,23918,0.06,0.03,4251085907,4069,Yes,Bachelor or equivalent,Female,No,Single,95,\N,0,2,97,Non-technology Related Job,358,GA,131,81,No,No,0.93,2572,643,0,2015,2 -77,134818,0.05,0.03,4251094676,4070,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,1,7,16,Others,30,ID,328,96,No,No,0.38,2373,593,0,2015,1 -77,134818,0.05,0.03,4251094676,4070,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,1,7,16,Others,30,ID,328,96,No,No,0.38,3125,1041,0,2015,2 -25,132847,0.07,0.01,4251057690,4071,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,0,5,56,Non-technology Related Job,391,NH,332,206,No,No,0.59,5181,647,0,2015,1 -25,132847,0.07,0.01,4251057690,4071,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,0,5,56,Non-technology Related Job,391,NH,332,206,No,No,0.59,2405,1202,0,2015,2 -56,243748,0.05,0.01,4251066516,4072,Yes,Master or equivalent,Female,Yes,Single,98,\N,1,2,75,Others,63,NM,29,221,No,No,0.05,7391,739,0,2015,1 -56,243748,0.05,0.01,4251066516,4072,Yes,Master or equivalent,Female,Yes,Single,98,\N,1,2,75,Others,63,NM,29,221,No,No,0.05,3118,623,0,2015,2 -56,243748,0.05,0.01,4251066516,4072,Yes,Master or equivalent,Female,Yes,Single,98,\N,1,2,75,Others,63,NM,29,221,No,No,0.05,551,551,0,2015,3 -71,241777,0.07,0.03,4251026351,4073,Yes,High School or below,Male,Yes,Married,106,\N,3,0,15,Non-technology Related Job,423,WV,32,81,No,No,0.26,1339,669,0,2015,1 -71,241777,0.07,0.03,4251026351,4073,Yes,High School or below,Male,Yes,Married,106,\N,3,0,15,Non-technology Related Job,423,WV,32,81,No,No,0.26,1488,744,0,2015,2 -34,102677,0.05,0.03,4251064013,4074,Yes,High School or below,Female,No,Married,44,\N,1,5,34,Others,96,WI,229,96,No,No,0.72,1868,934,0,2015,1 -34,102677,0.05,0.03,4251064013,4074,Yes,High School or below,Female,No,Married,44,\N,1,5,34,Others,96,WI,229,96,No,No,0.72,1803,901,0,2015,2 -50,100706,0.07,0.01,4251071800,4075,Yes,High School or below,Female,Yes,Married,51,\N,3,3,74,Non-technology Related Job,456,KS,232,206,No,No,0.93,6517,651,0,2015,1 -50,100706,0.07,0.01,4251071800,4075,Yes,High School or below,Female,Yes,Married,51,\N,3,3,74,Non-technology Related Job,456,KS,232,206,No,No,0.93,6684,1114,0,2015,2 -12,211607,0.05,0.01,4251027787,4076,Yes,High School or below,Male,Yes,Married,109,\N,0,1,93,Others,128,LA,429,221,No,No,0.38,6283,897,0,2015,1 -12,211607,0.05,0.01,4251027787,4076,Yes,High School or below,Male,Yes,Married,109,\N,0,1,93,Others,128,LA,429,221,No,No,0.38,7526,752,0,2015,2 -12,211607,0.05,0.01,4251027787,4076,Yes,High School or below,Male,Yes,Married,109,\N,0,1,93,Others,128,LA,429,221,No,No,0.38,756,756,0,2015,3 -28,209636,0.07,0.02,4251052521,4077,Yes,High School or below,Male,No,Single,117,\N,3,6,33,Non-technology Related Job,488,OH,433,81,No,No,0.59,1412,1412,0,2015,1 -28,209636,0.07,0.02,4251052521,4077,Yes,High School or below,Male,No,Single,117,\N,3,6,33,Non-technology Related Job,488,OH,433,81,No,No,0.59,1551,517,0,2015,2 -58,70536,0.06,0.03,4251046219,4078,Yes,Bachelor or equivalent,Female,Yes,Single,55,\N,0,4,52,Others,161,OR,130,96,No,No,0.05,4695,782,0,2015,1 -58,70536,0.06,0.03,4251046219,4078,Yes,Bachelor or equivalent,Female,Yes,Single,55,\N,0,4,52,Others,161,OR,130,96,No,No,0.05,3453,690,0,2015,2 -74,68565,0,0,4251063768,4079,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,2,1,92,Non-technology Related Job,21,AR,133,206,No,No,0.26,736,368,1,2015,1 -74,68565,0,0,4251063768,4079,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,2,1,92,Non-technology Related Job,21,AR,133,206,No,No,0.26,5035,719,1,2015,2 -37,179465,0.06,0.01,4251055128,4080,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,0,7,10,Others,193,CA,330,221,No,No,0.72,2951,983,1,2015,1 -37,179465,0.06,0.01,4251055128,4080,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,0,7,10,Others,193,CA,330,221,No,No,0.72,6148,683,1,2015,2 -52,177494,0,0.02,4251027635,4081,Yes,PhD or equivalent,Female,Yes,Married,7,\N,2,4,51,Non-technology Related Job,53,MI,333,81,No,Yes,0.93,7478,934,0,2015,1 -52,177494,0,0.02,4251027635,4081,Yes,PhD or equivalent,Female,Yes,Married,7,\N,2,4,51,Non-technology Related Job,53,MI,333,81,No,Yes,0.93,3169,633,0,2015,2 -52,177494,0,0.02,4251027635,4081,Yes,PhD or equivalent,Female,Yes,Married,7,\N,2,4,51,Non-technology Related Job,53,MI,333,81,No,Yes,0.93,959,959,0,2015,3 -15,38395,0.06,0.03,4251028923,4082,Yes,High School or below,Male,No,Married,65,\N,3,2,69,Others,226,MS,30,96,No,No,0.38,3285,657,0,2015,1 -15,38395,0.06,0.03,4251028923,4082,Yes,High School or below,Male,No,Married,65,\N,3,2,69,Others,226,MS,30,96,No,No,0.38,3276,546,0,2015,2 -31,36424,0,0,4251083766,4083,Yes,High School or below,Female,No,Single,73,\N,2,7,10,Others,86,SD,34,206,No,No,0.6,3175,635,0,2015,1 -31,36424,0,0,4251083766,4083,Yes,High School or below,Female,No,Single,73,\N,2,7,10,Others,86,SD,34,206,No,No,0.6,3061,765,0,2015,2 -61,147324,0.06,0.01,4251056837,4084,Yes,High School or below,Female,Yes,Single,11,\N,3,5,28,Others,258,TX,230,221,No,No,0.05,7109,710,0,2015,1 -61,147324,0.06,0.01,4251056837,4084,Yes,High School or below,Female,Yes,Single,11,\N,3,5,28,Others,258,TX,230,221,No,No,0.05,1412,470,0,2015,2 -61,147324,0.06,0.01,4251056837,4084,Yes,High School or below,Female,Yes,Single,11,\N,3,5,28,Others,258,TX,230,221,No,No,0.05,706,706,0,2015,3 -77,145353,0,0.02,4251080769,4085,Yes,High School or below,Male,Yes,Single,18,\N,2,2,69,Others,118,GA,234,81,No,No,0.26,2860,715,0,2015,1 -77,145353,0,0.02,4251080769,4085,Yes,High School or below,Male,Yes,Single,18,\N,2,2,69,Others,118,GA,234,81,No,No,0.26,2320,580,0,2015,2 -39,6253,0.07,0.03,4251018081,4086,Yes,High School or below,Female,Yes,Single,76,\N,3,0,87,Others,291,HI,431,96,No,No,0.72,3887,647,0,2015,1 -39,6253,0.07,0.03,4251018081,4086,Yes,High School or below,Female,Yes,Single,76,\N,3,0,87,Others,291,HI,431,96,No,No,0.72,969,484,0,2015,2 -39,6253,0.07,0.03,4251018081,4086,Yes,High School or below,Female,Yes,Single,76,\N,3,0,87,Others,291,HI,431,96,No,No,0.72,1205,1205,0,2015,3 -55,4282,0.01,0,4251064210,4087,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,1,5,28,Others,151,NV,434,206,No,No,0.93,3988,664,0,2015,1 -55,4282,0.01,0,4251064210,4087,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,1,5,28,Others,151,NV,434,206,No,No,0.93,2837,709,0,2015,2 -55,4282,0.01,0,4251064210,4087,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,1,5,28,Others,151,NV,434,206,No,No,0.93,63,63,0,2015,3 -18,115183,0.07,0.01,4251054784,4088,Yes,Bachelor or equivalent,Male,No,Married,22,\N,3,3,46,Others,323,NJ,131,221,No,No,0.39,1765,441,0,2015,1 -18,115183,0.07,0.01,4251054784,4088,Yes,Bachelor or equivalent,Male,No,Married,22,\N,3,3,46,Others,323,NJ,131,221,No,No,0.39,3115,778,0,2015,2 -34,113212,0.01,0.02,4251021938,4089,Yes,Master or equivalent,Female,Yes,Single,29,\N,1,0,87,Others,184,WA,134,81,No,No,0.6,4326,721,0,2015,1 -34,113212,0.01,0.02,4251021938,4089,Yes,Master or equivalent,Female,Yes,Single,29,\N,1,0,87,Others,184,WA,134,81,No,No,0.6,4941,705,0,2015,2 -64,224112,0.07,0.03,4251091494,4090,Yes,PhD or equivalent,Male,Yes,Married,87,\N,2,6,5,Others,356,WI,331,96,No,No,0.05,2344,586,0,2015,1 -64,224112,0.07,0.03,4251091494,4090,Yes,PhD or equivalent,Male,Yes,Married,87,\N,2,6,5,Others,356,WI,331,96,No,No,0.05,1038,259,0,2015,2 -12,222141,0.01,0,4251018746,4091,Yes,High School or below,Male,Yes,Single,94,\N,1,3,46,Others,216,KS,335,206,No,No,0.26,457,228,0,2015,1 -12,222141,0.01,0,4251018746,4091,Yes,High School or below,Male,Yes,Single,94,\N,1,3,46,Others,216,KS,335,206,No,No,0.26,618,309,0,2015,2 -42,83041,0.07,0.01,4251022545,4092,Yes,High School or below,Female,Yes,Single,32,\N,2,1,64,Others,389,KY,32,221,No,No,0.72,2279,759,0,2015,1 -42,83041,0.07,0.01,4251022545,4092,Yes,High School or below,Female,Yes,Single,32,\N,2,1,64,Others,389,KY,32,221,No,No,0.72,1886,943,0,2015,2 -58,81070,0.01,0.02,4251079652,4093,Yes,High School or below,Female,Yes,Married,40,\N,1,6,4,Others,249,ND,35,81,Yes,No,0.93,1417,708,0,2015,1 -58,81070,0.01,0.02,4251079652,4093,Yes,High School or below,Female,Yes,Married,40,\N,1,6,4,Others,249,ND,35,81,Yes,No,0.93,2157,539,0,2015,2 -58,81070,0.01,0.02,4251079652,4093,Yes,High School or below,Female,Yes,Married,40,\N,1,6,4,Others,249,ND,35,81,Yes,No,0.93,1211,1211,0,2015,3 -20,191971,0,0.03,4251035441,4094,Yes,High School or below,Male,Yes,Married,98,\N,2,4,23,Others,421,OK,232,96,No,Yes,0.39,5530,691,0,2015,1 -20,191971,0,0.03,4251035441,4094,Yes,High School or below,Male,Yes,Married,98,\N,2,4,23,Others,421,OK,232,96,No,Yes,0.39,1017,508,0,2015,2 -36,190000,0.02,0,4251021297,4095,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,0,2,63,Others,281,AZ,235,206,No,No,0.6,6679,1113,0,2015,1 -36,190000,0.02,0,4251021297,4095,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,0,2,63,Others,281,AZ,235,206,No,No,0.6,6800,971,0,2015,2 -67,50900,0,0.01,4251055345,4096,No,Bachelor or equivalent,Male,No,Married,43,\N,2,7,82,Others,454,CA,432,221,No,No,0.05,5756,1151,0,2015,1 -67,50900,0,0.01,4251055345,4096,No,Bachelor or equivalent,Male,No,Married,43,\N,2,7,82,Others,454,CA,432,221,No,No,0.05,1418,472,0,2015,2 -15,48929,0.02,0.02,4251019390,4097,Yes,Master or equivalent,Male,No,Single,51,\N,0,5,22,Others,314,MI,436,81,No,No,0.27,2132,355,1,2015,1 -15,48929,0.02,0.02,4251019390,4097,Yes,Master or equivalent,Male,No,Single,51,\N,0,5,22,Others,314,MI,436,81,No,No,0.27,6148,878,1,2015,2 -15,48929,0.02,0.02,4251019390,4097,Yes,Master or equivalent,Male,No,Single,51,\N,0,5,22,Others,314,MI,436,81,No,No,0.27,660,660,1,2015,3 -45,159830,0,0.03,4251059915,4098,Yes,Master or equivalent,Female,Yes,Single,108,\N,1,2,41,Others,486,MN,133,96,No,No,0.72,1641,547,0,2015,1 -45,159830,0,0.03,4251059915,4098,Yes,Master or equivalent,Female,Yes,Single,108,\N,1,2,41,Others,486,MN,133,96,No,No,0.72,4404,629,0,2015,2 -61,157859,0.02,0,4251079843,4099,Yes,High School or below,Female,Yes,Married,116,\N,0,0,81,Others,346,SC,136,206,No,No,0.93,7467,746,1,2015,1 -61,157859,0.02,0,4251079843,4099,Yes,High School or below,Female,Yes,Married,116,\N,0,0,81,Others,346,SC,136,206,No,No,0.93,4465,558,1,2015,2 -23,18759,0,0.01,4251050728,4100,Yes,High School or below,Male,Yes,Single,54,\N,1,5,0,Others,19,TN,333,221,No,No,0.39,6446,716,0,2015,1 -23,18759,0,0.01,4251050728,4100,Yes,High School or below,Male,Yes,Single,54,\N,1,5,0,Others,19,TN,333,221,No,No,0.39,394,197,0,2015,2 -39,16788,0.02,0.02,4251056743,4101,Yes,High School or below,Female,Yes,Married,61,\N,3,3,40,Others,379,FL,336,81,No,No,0.6,3860,643,0,2015,1 -39,16788,0.02,0.02,4251056743,4101,Yes,High School or below,Female,Yes,Married,61,\N,3,3,40,Others,379,FL,336,81,No,No,0.6,3441,860,0,2015,2 -69,127688,0.01,0.03,4251080588,4102,Yes,High School or below,Male,No,Married,119,\N,1,0,59,Others,51,HI,33,96,No,No,0.06,2083,416,0,2015,1 -69,127688,0.01,0.03,4251080588,4102,Yes,High School or below,Male,No,Married,119,\N,1,0,59,Others,51,HI,33,96,No,No,0.06,4068,1017,0,2015,2 -17,125717,0.03,0,4251048258,4103,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,3,6,99,Others,411,NV,37,206,No,Yes,0.27,1981,990,0,2015,1 -17,125717,0.03,0,4251048258,4103,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,3,6,99,Others,411,NV,37,206,No,Yes,0.27,5783,722,0,2015,2 -48,236618,0.01,0.01,4251100157,4104,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,0,3,18,Others,84,NH,234,221,No,No,0.72,1773,354,0,2015,1 -48,236618,0.01,0.01,4251100157,4104,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,0,3,18,Others,84,NH,234,221,No,No,0.72,4652,664,0,2015,2 -64,234647,0.03,0.02,4251060756,4105,Yes,Master or equivalent,Female,Yes,Single,72,\N,3,1,58,Others,444,VA,237,81,No,No,0.93,4267,609,0,2015,1 -64,234647,0.03,0.02,4251060756,4105,Yes,Master or equivalent,Female,Yes,Single,72,\N,3,1,58,Others,444,VA,237,81,No,No,0.93,3418,569,0,2015,2 -64,234647,0.03,0.02,4251060756,4105,Yes,Master or equivalent,Female,Yes,Single,72,\N,3,1,58,Others,444,VA,237,81,No,No,0.93,276,276,0,2015,3 -26,95547,0.01,0.03,4251045093,4106,Yes,Master or equivalent,Male,Yes,Single,10,\N,0,7,77,Others,116,WV,434,96,No,No,0.39,2505,501,1,2015,1 -26,95547,0.01,0.03,4251045093,4106,Yes,Master or equivalent,Male,Yes,Single,10,\N,0,7,77,Others,116,WV,434,96,No,No,0.39,4194,699,1,2015,2 -42,93576,0.03,0,4251025239,4107,Yes,High School or below,Female,Yes,Married,17,\N,3,4,17,Others,477,IA,437,206,No,No,0.6,4125,1031,0,2015,1 -42,93576,0.03,0,4251025239,4107,Yes,High School or below,Female,Yes,Married,17,\N,3,4,17,Others,477,IA,437,206,No,No,0.6,1342,671,0,2015,2 -72,204476,0.01,0.01,4251054167,4108,Yes,High School or below,Male,Yes,Married,75,\N,0,2,36,Others,149,KY,134,221,No,No,0.06,5222,580,0,2015,1 -72,204476,0.01,0.01,4251054167,4108,Yes,High School or below,Male,Yes,Married,75,\N,0,2,36,Others,149,KY,134,221,No,No,0.06,4425,737,0,2015,2 -72,204476,0.01,0.01,4251054167,4108,Yes,High School or below,Male,Yes,Married,75,\N,0,2,36,Others,149,KY,134,221,No,No,0.06,1039,1039,0,2015,3 -20,202505,0.03,0.02,4251026567,4109,Yes,High School or below,Male,Yes,Single,83,\N,2,7,76,Others,9,ND,138,81,No,No,0.27,5343,667,1,2015,1 -20,202505,0.03,0.02,4251026567,4109,Yes,High School or below,Male,Yes,Single,83,\N,2,7,76,Others,9,ND,138,81,No,No,0.27,3809,761,1,2015,2 -51,63406,0.02,0.03,4251012555,4110,Yes,High School or below,Female,Yes,Married,21,\N,0,5,94,Others,182,OH,334,96,Yes,No,0.72,4597,766,0,2015,1 -51,63406,0.02,0.03,4251012555,4110,Yes,High School or below,Female,Yes,Married,21,\N,0,5,94,Others,182,OH,334,96,Yes,No,0.72,1737,579,0,2015,2 -66,61435,0.04,0,4251047150,4111,Yes,Bachelor or equivalent,Female,No,Single,28,\N,2,2,35,Others,42,AK,338,206,No,No,0.94,1233,246,0,2015,1 -66,61435,0.04,0,4251047150,4111,Yes,Bachelor or equivalent,Female,No,Single,28,\N,2,2,35,Others,42,AK,338,206,No,No,0.94,4617,923,0,2015,2 -29,172335,0.02,0.01,4251030441,4112,Yes,Bachelor or equivalent,Male,Yes,Single,86,\N,3,0,53,Others,214,AR,35,221,No,No,0.39,2548,849,0,2015,1 -29,172335,0.02,0.01,4251030441,4112,Yes,Bachelor or equivalent,Male,Yes,Single,86,\N,3,0,53,Others,214,AR,35,221,No,No,0.39,7590,948,0,2015,2 -45,170364,0.04,0.02,4251081570,4113,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,2,5,94,Others,74,MA,38,81,No,No,0.6,4357,1089,0,2015,1 -45,170364,0.04,0.02,4251081570,4113,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,2,5,94,Others,74,MA,38,81,No,No,0.6,5292,661,0,2015,2 -75,31265,0.02,0.03,4251026958,4114,Yes,Master or equivalent,Male,Yes,Married,32,\N,3,3,12,Others,247,MN,235,96,No,No,0.06,2747,457,0,2015,1 -75,31265,0.02,0.03,4251026958,4114,Yes,Master or equivalent,Male,Yes,Married,32,\N,3,3,12,Others,247,MN,235,96,No,No,0.06,8183,909,0,2015,2 -23,29294,0.04,0,4251073708,4115,Yes,PhD or equivalent,Male,Yes,Married,39,\N,2,0,53,Others,107,SC,238,206,No,No,0.27,4519,645,0,2015,1 -23,29294,0.04,0,4251073708,4115,Yes,PhD or equivalent,Male,Yes,Married,39,\N,2,0,53,Others,107,SC,238,206,No,No,0.27,7420,927,0,2015,2 -53,140194,0.02,0.01,4251081462,4116,Yes,High School or below,Female,No,Married,97,\N,3,6,71,Others,279,TN,435,221,No,Yes,0.73,3542,1180,0,2015,1 -53,140194,0.02,0.01,4251081462,4116,Yes,High School or below,Female,No,Married,97,\N,3,6,71,Others,279,TN,435,221,No,Yes,0.73,7908,878,0,2015,2 -69,138223,0.04,0.02,4251037471,4117,Yes,High School or below,Male,Yes,Single,104,\N,1,3,12,Others,139,DE,439,81,No,No,0.94,2128,532,0,2015,1 -69,138223,0.04,0.02,4251037471,4117,Yes,High School or below,Male,Yes,Single,104,\N,1,3,12,Others,139,DE,439,81,No,No,0.94,1582,527,0,2015,2 -32,249123,0.03,0.03,4251057060,4118,Yes,High School or below,Female,Yes,Single,42,\N,3,1,30,Others,312,GA,136,96,No,No,0.39,5892,841,0,2015,1 -32,249123,0.03,0.03,4251057060,4118,Yes,High School or below,Female,Yes,Single,42,\N,3,1,30,Others,312,GA,136,96,No,No,0.39,2286,762,0,2015,2 -47,247152,0.05,0,4251087015,4119,Yes,High School or below,Female,Yes,Married,50,\N,1,6,71,Others,172,NE,139,206,No,No,0.6,2196,549,0,2015,1 -47,247152,0.05,0,4251087015,4119,Yes,High School or below,Female,Yes,Married,50,\N,1,6,71,Others,172,NE,139,206,No,No,0.6,1987,993,0,2015,2 -78,108053,0.03,0.01,4251059609,4120,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,2,4,89,Others,344,NH,336,221,No,No,0.06,3239,539,0,2015,1 -78,108053,0.03,0.01,4251059609,4120,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,2,4,89,Others,344,NH,336,221,No,No,0.06,3935,655,0,2015,2 -54,162025,0,0.03,4251030819,4121,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,1,5,79,Others,201,CA,437,61,No,No,0.2,1179,1179,0,2015,1 -54,162025,0,0.03,4251030819,4121,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,1,5,79,Others,201,CA,437,61,No,No,0.2,5134,855,0,2015,2 -70,160054,0.02,0.01,4251097069,4122,Yes,Master or equivalent,Male,Yes,Married,90,\N,3,2,19,Others,61,MI,440,171,No,No,0.41,2963,592,0,2015,1 -70,160054,0.02,0.01,4251097069,4122,Yes,Master or equivalent,Male,Yes,Married,90,\N,3,2,19,Others,61,MI,440,171,No,No,0.41,5477,782,0,2015,2 -70,160054,0.02,0.01,4251097069,4122,Yes,Master or equivalent,Male,Yes,Married,90,\N,3,2,19,Others,61,MI,440,171,No,No,0.41,881,881,0,2015,3 -32,20954,0,0.01,4251090094,4123,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,0,38,Others,233,MS,137,186,No,No,0.86,5239,654,1,2015,1 -32,20954,0,0.01,4251090094,4123,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,0,38,Others,233,MS,137,186,No,No,0.86,1790,447,1,2015,2 -48,18983,0.02,0.03,4251078934,4124,Yes,High School or below,Female,Yes,Married,35,\N,3,5,78,Others,93,SC,141,46,No,No,0.07,4230,705,1,2015,1 -48,18983,0.02,0.03,4251078934,4124,Yes,High School or below,Female,Yes,Married,35,\N,3,5,78,Others,93,SC,141,46,No,No,0.07,4172,695,1,2015,2 -48,18983,0.02,0.03,4251078934,4124,Yes,High School or below,Female,Yes,Married,35,\N,3,5,78,Others,93,SC,141,46,No,No,0.07,443,443,1,2015,3 -79,129883,0,0.03,4251016331,4125,Yes,High School or below,Male,No,Married,93,\N,0,3,97,Others,266,TN,338,61,No,No,0.53,5391,898,0,2015,1 -79,129883,0,0.03,4251016331,4125,Yes,High School or below,Male,No,Married,93,\N,0,3,97,Others,266,TN,338,61,No,No,0.53,5418,774,0,2015,2 -26,127912,0.02,0.01,4251019032,4126,Yes,High School or below,Female,No,Single,101,\N,3,1,37,Others,126,FL,341,171,No,No,0.74,2687,383,0,2015,1 -26,127912,0.02,0.01,4251019032,4126,Yes,High School or below,Female,No,Single,101,\N,3,1,37,Others,126,FL,341,171,No,No,0.74,3318,663,0,2015,2 -57,238813,0,0.01,4251065920,4127,Yes,High School or below,Male,Yes,Single,38,\N,0,6,55,Others,298,HI,38,186,No,No,0.2,4994,832,0,2015,1 -57,238813,0,0.01,4251065920,4127,Yes,High School or below,Male,Yes,Single,38,\N,0,6,55,Others,298,HI,38,186,No,No,0.2,5644,940,0,2015,2 -73,236842,0.02,0.03,4251010045,4128,Yes,Bachelor or equivalent,Male,Yes,Married,46,\N,2,4,96,Others,158,NV,41,46,No,No,0.41,1307,326,0,2015,1 -73,236842,0.02,0.03,4251010045,4128,Yes,Bachelor or equivalent,Male,Yes,Married,46,\N,2,4,96,Others,158,NV,41,46,No,No,0.41,1074,358,0,2015,2 -35,97742,0.01,0.03,4251050034,4129,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,0,1,14,Others,331,NJ,238,61,No,Yes,0.86,1960,653,0,2015,1 -35,97742,0.01,0.03,4251050034,4129,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,0,1,14,Others,331,NJ,238,61,No,Yes,0.86,1766,588,0,2015,2 -51,95771,0.03,0.01,4251036869,4130,Yes,Master or equivalent,Female,Yes,Married,111,\N,2,7,55,Others,191,VA,242,171,No,No,0.08,5539,791,0,2015,1 -51,95771,0.03,0.01,4251036869,4130,Yes,Master or equivalent,Female,Yes,Married,111,\N,2,7,55,Others,191,VA,242,171,No,No,0.08,4168,694,0,2015,2 -13,206671,0.01,0.01,4251056192,4131,Yes,Master or equivalent,Male,Yes,Married,49,\N,3,4,73,Others,363,WV,439,186,No,No,0.53,3282,820,0,2015,1 -13,206671,0.01,0.01,4251056192,4131,Yes,Master or equivalent,Male,Yes,Married,49,\N,3,4,73,Others,363,WV,439,186,No,No,0.53,3586,1195,0,2015,2 -29,204700,0.03,0.03,4251073250,4132,Yes,High School or below,Female,Yes,Single,57,\N,2,2,14,Others,224,IA,442,46,No,No,0.74,5361,765,0,2015,1 -29,204700,0.03,0.03,4251073250,4132,Yes,High School or below,Female,Yes,Single,57,\N,2,2,14,Others,224,IA,442,46,No,No,0.74,5390,770,0,2015,2 -60,65601,0.01,0.03,4251022672,4133,Yes,High School or below,Male,Yes,Single,115,\N,3,7,32,Others,396,KY,139,61,No,No,0.2,3861,551,0,2015,1 -60,65601,0.01,0.03,4251022672,4133,Yes,High School or below,Male,Yes,Single,115,\N,3,7,32,Others,396,KY,139,61,No,No,0.2,3262,1087,0,2015,2 -75,63630,0.03,0,4251049734,4134,Yes,High School or below,Male,No,Single,2,\N,2,5,73,Others,256,ND,142,171,No,No,0.41,937,468,0,2015,1 -75,63630,0.03,0,4251049734,4134,Yes,High School or below,Male,No,Single,2,\N,2,5,73,Others,256,ND,142,171,No,No,0.41,2177,435,0,2015,2 -38,174530,0.01,0.01,4251013451,4135,Yes,High School or below,Female,Yes,Single,60,\N,3,2,91,Others,429,OK,339,186,No,No,0.87,3550,710,0,2015,1 -38,174530,0.01,0.01,4251013451,4135,Yes,High School or below,Female,Yes,Single,60,\N,3,2,91,Others,429,OK,339,186,No,No,0.87,727,181,0,2015,2 -54,172559,0.03,0.02,4251020995,4136,Yes,Bachelor or equivalent,Male,Yes,Married,67,\N,1,0,32,Others,289,AK,342,46,No,No,0.08,5451,681,0,2015,1 -54,172559,0.03,0.02,4251020995,4136,Yes,Bachelor or equivalent,Male,Yes,Married,67,\N,1,0,32,Others,289,AK,342,46,No,No,0.08,1735,578,0,2015,2 -54,172559,0.03,0.02,4251020995,4136,Yes,Bachelor or equivalent,Male,Yes,Married,67,\N,1,0,32,Others,289,AK,342,46,No,No,0.08,425,425,0,2015,3 -56,227517,0.07,0.02,4251081478,4137,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,3,2,1,Others,465,VT,442,81,No,No,0.61,8927,811,0,2015,1 -56,227517,0.07,0.02,4251081478,4137,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,3,2,1,Others,465,VT,442,81,No,No,0.61,4523,753,0,2015,2 -58,32474,0.03,0.02,4251062636,4138,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,0,4,70,Others,141,PA,41,116,No,No,0.14,817,817,0,2015,1 -58,32474,0.03,0.02,4251062636,4138,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,0,4,70,Others,141,PA,41,116,No,No,0.14,3851,962,0,2015,2 -58,32474,0.03,0.02,4251062636,4138,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,0,4,70,Others,141,PA,41,116,No,No,0.14,564,564,0,2015,3 -74,30503,0.05,0.03,4251041419,4139,Yes,Master or equivalent,Female,No,Single,17,\N,2,2,11,Others,1,CA,44,226,No,No,0.35,4637,772,0,2015,1 -74,30503,0.05,0.03,4251041419,4139,Yes,Master or equivalent,Female,No,Single,17,\N,2,2,11,Others,1,CA,44,226,No,No,0.35,4512,752,0,2015,2 -76,85460,0,0.03,4251073808,4140,Yes,Master or equivalent,Female,Yes,Married,107,\N,0,4,80,Others,178,WA,144,11,No,No,0.88,4080,510,0,2015,1 -76,85460,0,0.03,4251073808,4140,Yes,Master or equivalent,Female,Yes,Married,107,\N,0,4,80,Others,178,WA,144,11,No,No,0.88,5396,770,0,2015,2 -78,140418,0.04,0.02,4251019366,4141,Yes,High School or below,Male,No,Single,78,\N,1,6,49,Others,354,SC,243,46,No,No,0.41,4789,598,0,2015,1 -78,140418,0.04,0.02,4251019366,4141,Yes,High School or below,Male,No,Single,78,\N,1,6,49,Others,354,SC,243,46,No,No,0.41,2142,1071,0,2015,2 -12,195375,0,0.02,4251070693,4142,Yes,High School or below,Male,Yes,Married,49,\N,2,0,19,Others,30,NY,342,81,No,No,0.94,4843,691,0,2015,1 -12,195375,0,0.02,4251070693,4142,Yes,High School or below,Male,Yes,Married,49,\N,2,0,19,Others,30,NY,342,81,No,No,0.94,3692,923,0,2015,2 -43,56276,0.06,0.02,4251053177,4143,No,High School or below,Female,Yes,Married,107,\N,3,6,37,Technology Related Job,202,ND,39,95,No,No,0.4,2787,929,0,2015,1 -43,56276,0.06,0.02,4251053177,4143,No,High School or below,Female,Yes,Married,107,\N,3,6,37,Technology Related Job,202,ND,39,95,No,No,0.4,1224,1224,0,2015,2 -30,248362,0.05,0.03,4251042840,4144,Yes,High School or below,Male,Yes,Married,27,\N,2,0,29,Others,66,TN,445,225,No,Yes,0.68,5228,746,0,2015,1 -30,248362,0.05,0.03,4251042840,4144,Yes,High School or below,Male,Yes,Married,27,\N,2,0,29,Others,66,TN,445,225,No,Yes,0.68,3751,937,0,2015,2 -33,53319,0.01,0.03,4251032655,4145,Yes,High School or below,Female,No,Single,118,\N,3,2,98,Others,243,OH,44,10,No,No,0.21,6037,862,0,2015,1 -33,53319,0.01,0.03,4251032655,4145,Yes,High School or below,Female,No,Single,118,\N,3,2,98,Others,243,OH,44,10,No,No,0.21,5570,795,0,2015,2 -63,164220,0.07,0.03,4251093545,4146,Yes,High School or below,Male,Yes,Single,56,\N,0,0,16,Others,415,OK,241,25,No,No,0.67,3408,681,0,2015,1 -63,164220,0.07,0.03,4251093545,4146,Yes,High School or below,Male,Yes,Single,56,\N,0,0,16,Others,415,OK,241,25,No,No,0.67,4236,706,0,2015,2 -65,219177,0.03,0.03,4251060974,4147,Yes,Bachelor or equivalent,Male,No,Married,27,\N,1,2,86,Others,91,NH,341,60,No,No,0.2,4369,728,0,2015,1 -65,219177,0.03,0.03,4251060974,4147,Yes,Bachelor or equivalent,Male,No,Married,27,\N,1,2,86,Others,91,NH,341,60,No,No,0.2,3292,548,0,2015,2 -67,24134,0.06,0.02,4251075088,4148,Yes,Bachelor or equivalent,Female,Yes,Single,118,\N,3,4,55,Technology Related Job,268,MI,440,95,No,No,0.73,3559,889,0,2015,1 -67,24134,0.06,0.02,4251075088,4148,Yes,Bachelor or equivalent,Female,Yes,Single,118,\N,3,4,55,Technology Related Job,268,MI,440,95,No,No,0.73,3425,685,0,2015,2 -55,216220,0.06,0.03,4251009444,4149,Yes,Master or equivalent,Male,Yes,Single,38,\N,1,6,46,Others,132,NH,346,225,No,No,0.02,2391,597,0,2015,1 -55,216220,0.06,0.03,4251009444,4149,Yes,Master or equivalent,Male,Yes,Single,38,\N,1,6,46,Others,132,NH,346,225,No,No,0.02,4430,553,0,2015,2 -17,77121,0.04,0,4251060771,4150,Yes,Master or equivalent,Female,Yes,Single,96,\N,2,4,65,Others,304,NM,43,240,No,No,0.47,3261,652,1,2015,1 -17,77121,0.04,0,4251060771,4150,Yes,Master or equivalent,Female,Yes,Single,96,\N,2,4,65,Others,304,NM,43,240,No,No,0.47,4509,751,1,2015,2 -20,132078,0,0.03,4251035784,4151,Yes,Master or equivalent,Female,No,Married,67,\N,0,6,34,Others,480,MS,142,25,No,No,0,5371,1074,0,2015,1 -20,132078,0,0.03,4251035784,4151,Yes,Master or equivalent,Female,No,Married,67,\N,0,6,34,Others,480,MS,142,25,No,No,0,4954,825,0,2015,2 -22,187036,0.03,0.03,4251028545,4152,Yes,High School or below,Female,Yes,Single,38,\N,1,0,4,Technology Related Job,156,KS,241,60,No,No,0.54,982,491,0,2015,1 -22,187036,0.03,0.03,4251028545,4152,Yes,High School or below,Female,Yes,Single,38,\N,1,0,4,Technology Related Job,156,KS,241,60,No,No,0.54,7280,808,0,2015,2 -24,241993,0.07,0.02,4251014507,4153,Yes,High School or below,Male,No,Single,8,\N,2,2,73,Technology Related Job,333,FL,341,95,No,No,0.07,2023,674,0,2015,1 -24,241993,0.07,0.02,4251014507,4153,Yes,High School or below,Male,No,Single,8,\N,2,2,73,Technology Related Job,333,FL,341,95,No,No,0.07,3935,655,0,2015,2 -40,240022,0.01,0,4251091598,4154,Yes,High School or below,Female,Yes,Single,16,\N,1,0,13,Others,193,MT,344,205,No,No,0.28,4562,651,0,2015,1 -40,240022,0.01,0,4251091598,4154,Yes,High School or below,Female,Yes,Single,16,\N,1,0,13,Others,193,MT,344,205,No,No,0.28,4289,612,0,2015,2 -42,44980,0.04,0,4251043965,4155,Yes,High School or below,Male,Yes,Married,107,\N,2,2,83,Others,369,LA,443,240,No,No,0.81,2106,526,0,2015,1 -42,44980,0.04,0,4251043965,4155,Yes,High School or below,Male,Yes,Married,107,\N,2,2,83,Others,369,LA,443,240,No,No,0.81,2790,465,0,2015,2 -44,99937,0,0.03,4251025141,4156,Yes,High School or below,Male,Yes,Married,78,\N,3,4,52,Others,45,HI,43,25,No,No,0.34,6193,688,0,2015,1 -44,99937,0,0.03,4251025141,4156,Yes,High School or below,Male,Yes,Married,78,\N,3,4,52,Others,45,HI,43,25,No,No,0.34,5020,1004,0,2015,2 -60,97966,0.02,0.01,4251047697,4157,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,2,1,93,Others,405,NV,46,135,No,No,0.55,1941,388,0,2015,1 -60,97966,0.02,0.01,4251047697,4157,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,2,1,93,Others,405,NV,46,135,No,No,0.55,3062,510,0,2015,2 -62,152923,0.06,0,4251084718,4158,Yes,Bachelor or equivalent,Male,No,Single,56,\N,3,3,62,Others,82,MA,145,170,No,No,0.08,4093,584,0,2015,1 -62,152923,0.06,0,4251084718,4158,Yes,Bachelor or equivalent,Male,No,Single,56,\N,3,3,62,Others,82,MA,145,170,No,No,0.08,5905,984,0,2015,2 -64,207881,0.01,0,4251015392,4159,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,0,6,31,Others,258,IL,245,205,No,No,0.61,3231,1077,0,2015,1 -64,207881,0.01,0,4251015392,4159,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,0,6,31,Others,258,IL,245,205,No,No,0.61,1857,619,0,2015,2 -66,12838,0.05,0,4251036612,4160,Yes,Master or equivalent,Female,Yes,Married,118,\N,1,0,1,Others,434,CO,344,240,No,Yes,0.14,4984,996,0,2015,1 -66,12838,0.05,0,4251036612,4160,Yes,Master or equivalent,Female,Yes,Married,118,\N,1,0,1,Others,434,CO,344,240,No,Yes,0.14,3698,739,0,2015,2 -66,12838,0.05,0,4251036612,4160,Yes,Master or equivalent,Female,Yes,Married,118,\N,1,0,1,Others,434,CO,344,240,No,Yes,0.14,154,154,0,2015,3 -14,10867,0.07,0.01,4251084898,4161,Yes,PhD or equivalent,Female,Yes,Married,5,\N,0,5,41,Others,294,MN,347,100,No,No,0.35,3959,989,0,2015,1 -14,10867,0.07,0.01,4251084898,4161,Yes,PhD or equivalent,Female,Yes,Married,5,\N,0,5,41,Others,294,MN,347,100,No,No,0.35,4229,704,0,2015,2 -16,65825,0.03,0.01,4251021680,4162,Yes,High School or below,Female,Yes,Married,96,\N,1,7,10,Others,471,IA,447,135,No,No,0.88,2355,588,0,2015,1 -16,65825,0.03,0.01,4251021680,4162,Yes,High School or below,Female,Yes,Married,96,\N,1,7,10,Others,471,IA,447,135,No,No,0.88,1200,600,0,2015,2 -19,120782,0.06,0,4251085463,4163,Yes,High School or below,Male,Yes,Single,67,\N,2,2,80,Others,147,DE,46,170,No,No,0.41,776,258,0,2015,1 -19,120782,0.06,0,4251085463,4163,Yes,High School or below,Male,Yes,Single,67,\N,2,2,80,Others,147,DE,46,170,No,No,0.41,1529,509,0,2015,2 -21,175740,0.02,0,4251038405,4164,Yes,High School or below,Male,No,Married,38,\N,0,4,49,Others,323,AL,145,205,No,No,0.95,5099,849,1,2015,1 -21,175740,0.02,0,4251038405,4164,Yes,High School or below,Male,No,Married,38,\N,0,4,49,Others,323,AL,145,205,No,No,0.95,364,182,1,2015,2 -21,175740,0.02,0,4251038405,4164,Yes,High School or below,Male,No,Married,38,\N,0,4,49,Others,323,AL,145,205,No,No,0.95,939,939,1,2015,3 -51,36640,0,0,4251052424,4165,Yes,High School or below,Female,Yes,Married,95,\N,1,1,68,Technology Related Job,495,AK,342,220,No,Yes,0.4,2302,767,0,2015,1 -51,36640,0,0,4251052424,4165,Yes,High School or below,Female,Yes,Married,95,\N,1,1,68,Technology Related Job,495,AK,342,220,No,Yes,0.4,3122,624,0,2015,2 -39,228726,0,0.01,4251056532,4166,Yes,High School or below,Male,Yes,Married,16,\N,3,3,59,Others,359,GA,248,100,No,No,0.69,1690,563,0,2015,1 -39,228726,0,0.01,4251056532,4166,Yes,High School or below,Male,Yes,Married,16,\N,3,3,59,Others,359,GA,248,100,No,No,0.69,1303,434,0,2015,2 -41,33683,0.03,0.01,4251037279,4167,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,0,6,28,Others,36,AZ,347,135,No,No,0.22,7453,1064,0,2015,1 -41,33683,0.03,0.01,4251037279,4167,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,0,6,28,Others,36,AZ,347,135,No,No,0.22,3567,713,0,2015,2 -43,88641,0.07,0,4251023024,4168,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,2,0,98,Others,212,VT,446,170,No,No,0.75,5308,884,0,2015,1 -43,88641,0.07,0,4251023024,4168,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,2,0,98,Others,212,VT,446,170,No,No,0.75,3767,941,0,2015,2 -74,199541,0.05,0.01,4251032562,4169,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,3,5,16,Technology Related Job,384,WA,143,185,No,No,0.2,3480,580,0,2015,1 -74,199541,0.05,0.01,4251032562,4169,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,3,5,16,Technology Related Job,384,WA,143,185,No,No,0.2,1543,514,0,2015,2 -74,199541,0.05,0.01,4251032562,4169,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,3,5,16,Technology Related Job,384,WA,143,185,No,No,0.2,1097,1097,0,2015,3 -76,4499,0.01,0,4251026657,4170,Yes,Bachelor or equivalent,Male,No,Single,106,\N,0,0,86,Technology Related Job,61,SC,243,220,No,No,0.74,3333,833,0,2015,1 -76,4499,0.01,0,4251026657,4170,Yes,Bachelor or equivalent,Male,No,Single,106,\N,0,0,86,Technology Related Job,61,SC,243,220,No,No,0.74,1430,715,0,2015,2 -63,196585,0,0.01,4251054385,4171,Yes,Master or equivalent,Female,Yes,Single,27,\N,3,2,77,Others,425,WA,148,100,No,No,0.02,2272,757,0,2015,1 -63,196585,0,0.01,4251054385,4171,Yes,Master or equivalent,Female,Yes,Single,27,\N,3,2,77,Others,425,WA,148,100,No,No,0.02,4042,1010,0,2015,2 -26,57485,0.06,0.01,4251015041,4172,Yes,High School or below,Male,Yes,Single,84,\N,0,7,95,Others,97,WI,345,115,No,No,0.48,4047,674,0,2015,1 -26,57485,0.06,0.01,4251015041,4172,Yes,High School or below,Male,Yes,Single,84,\N,0,7,95,Others,97,WI,345,115,No,No,0.48,8894,988,0,2015,2 -28,112443,0.02,0.01,4251051756,4173,Yes,High School or below,Female,Yes,Married,55,\N,1,1,65,Technology Related Job,273,TN,445,150,No,No,0.01,5060,632,1,2015,1 -28,112443,0.02,0.01,4251051756,4173,Yes,High School or below,Female,Yes,Married,55,\N,1,1,65,Technology Related Job,273,TN,445,150,No,No,0.01,2529,632,1,2015,2 -28,112443,0.02,0.01,4251051756,4173,Yes,High School or below,Female,Yes,Married,55,\N,1,1,65,Technology Related Job,273,TN,445,150,No,No,0.01,914,914,1,2015,3 -30,167400,0.05,0.01,4251097195,4174,Yes,High School or below,Female,No,Single,26,\N,2,4,34,Technology Related Job,449,ND,44,185,No,No,0.54,4661,665,0,2015,2 -30,167400,0.05,0.01,4251097195,4174,Yes,High School or below,Female,No,Single,26,\N,2,4,34,Technology Related Job,449,ND,44,185,No,No,0.54,1230,1230,0,2015,3 -32,222357,0.01,0,4251054129,4175,Yes,High School or below,Male,Yes,Married,117,\N,0,6,3,Technology Related Job,126,NE,143,220,No,No,0.07,1148,382,0,2015,1 -32,222357,0.01,0,4251054129,4175,Yes,High School or below,Male,Yes,Married,117,\N,0,6,3,Technology Related Job,126,NE,143,220,No,No,0.07,1718,429,0,2015,2 -48,220386,0.03,0.02,4251097644,4176,Yes,High School or below,Female,Yes,Single,4,\N,2,3,44,Others,486,UT,147,80,No,Yes,0.28,4048,809,0,2015,1 -48,220386,0.03,0.02,4251097644,4176,Yes,High School or below,Female,Yes,Single,4,\N,2,3,44,Others,486,UT,147,80,No,Yes,0.28,4334,722,0,2015,2 -50,25344,0.07,0.01,4251073967,4177,Yes,High School or below,Male,Yes,Married,95,\N,3,5,13,Others,162,OR,246,115,No,No,0.81,2227,556,0,2015,1 -50,25344,0.07,0.01,4251073967,4177,Yes,High School or below,Male,Yes,Married,95,\N,3,5,13,Others,162,OR,246,115,No,No,0.81,7177,1025,0,2015,2 -52,80301,0.02,0.01,4251071128,4178,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,1,0,83,Technology Related Job,338,NH,345,150,No,No,0.34,1310,1310,0,2015,1 -52,80301,0.02,0.01,4251071128,4178,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,1,0,83,Technology Related Job,338,NH,345,150,No,No,0.34,1389,694,0,2015,2 -55,135259,0.06,0.01,4251067947,4179,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,2,2,52,Technology Related Job,15,MI,445,185,No,No,0.87,3220,536,0,2015,1 -55,135259,0.06,0.01,4251067947,4179,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,2,2,52,Technology Related Job,15,MI,445,185,No,No,0.87,1804,451,0,2015,2 -70,133288,0,0.02,4251098592,4180,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,7,92,Others,375,RI,448,45,No,No,0.08,1255,313,0,2015,1 -70,133288,0,0.02,4251098592,4180,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,7,92,Others,375,RI,448,45,No,No,0.08,5094,727,0,2015,2 -70,133288,0,0.02,4251098592,4180,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,7,92,Others,375,RI,448,45,No,No,0.08,1237,1237,0,2015,3 -73,188245,0.04,0.02,4251057528,4181,Yes,Master or equivalent,Female,No,Married,15,\N,2,1,62,Others,51,NM,47,80,No,No,0.61,3156,526,0,2015,1 -73,188245,0.04,0.02,4251057528,4181,Yes,Master or equivalent,Female,No,Married,15,\N,2,1,62,Others,51,NM,47,80,No,No,0.61,3092,773,0,2015,2 -75,243203,0.07,0.01,4251052270,4182,Yes,Master or equivalent,Female,Yes,Single,106,\N,3,3,31,Others,227,MS,147,115,No,No,0.15,6370,796,0,2015,1 -75,243203,0.07,0.01,4251052270,4182,Yes,Master or equivalent,Female,Yes,Single,106,\N,3,3,31,Others,227,MS,147,115,No,No,0.15,8181,818,0,2015,2 -77,48160,0.03,0.01,4251045112,4183,Yes,High School or below,Female,Yes,Married,77,\N,0,6,0,Technology Related Job,403,KY,246,150,No,No,0.68,2489,414,0,2015,1 -77,48160,0.03,0.01,4251045112,4183,Yes,High School or below,Female,Yes,Married,77,\N,0,6,0,Technology Related Job,403,KY,246,150,No,No,0.68,4875,975,0,2015,2 -25,46189,0.05,0.03,4251051983,4184,Yes,High School or below,Female,Yes,Single,84,\N,3,3,41,Others,264,NC,249,10,No,No,0.89,795,397,0,2015,1 -25,46189,0.05,0.03,4251051983,4184,Yes,High School or below,Female,Yes,Single,84,\N,3,3,41,Others,264,NC,249,10,No,No,0.89,94,94,0,2015,2 -27,101146,0.01,0.02,4251063613,4185,Yes,High School or below,Female,Yes,Married,55,\N,0,5,10,Others,440,MT,349,45,No,No,0.42,6720,840,0,2015,1 -27,101146,0.01,0.02,4251063613,4185,Yes,High School or below,Female,Yes,Married,55,\N,0,5,10,Others,440,MT,349,45,No,No,0.42,3354,670,0,2015,2 -29,156104,0.04,0.02,4251018487,4186,Yes,High School or below,Male,Yes,Single,26,\N,1,7,80,Others,116,ME,448,80,No,No,0.95,7209,801,0,2015,1 -29,156104,0.04,0.02,4251018487,4186,Yes,High School or below,Male,Yes,Single,26,\N,1,7,80,Others,116,ME,448,80,No,No,0.95,700,700,0,2015,2 -60,17004,0.02,0.02,4251025866,4187,Yes,High School or below,Female,No,Single,84,\N,2,5,98,Technology Related Job,288,MD,145,95,No,No,0.41,2569,513,0,2015,1 -60,17004,0.02,0.02,4251025866,4187,Yes,High School or below,Female,No,Single,84,\N,2,5,98,Technology Related Job,288,MD,145,95,No,No,0.41,2652,663,0,2015,2 -60,17004,0.02,0.02,4251025866,4187,Yes,High School or below,Female,No,Single,84,\N,2,5,98,Technology Related Job,288,MD,145,95,No,No,0.41,1055,1055,0,2015,3 -47,209090,0.02,0.03,4251030492,4188,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,1,7,89,Others,152,NV,51,225,No,No,0.69,4721,590,0,2015,1 -47,209090,0.02,0.03,4251030492,4188,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,1,7,89,Others,152,NV,51,225,No,No,0.69,2394,598,0,2015,2 -49,14048,0.05,0.03,4251049335,4189,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,2,1,59,Others,329,MA,150,10,No,No,0.22,2071,1035,0,2015,1 -49,14048,0.05,0.03,4251049335,4189,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,2,1,59,Others,329,MA,150,10,No,No,0.22,7283,910,0,2015,2 -52,69005,0.01,0.02,4251021156,4190,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,3,3,28,Others,5,IL,249,45,No,No,0.75,3306,661,0,2015,1 -52,69005,0.01,0.02,4251021156,4190,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,3,3,28,Others,5,IL,249,45,No,No,0.75,6704,957,0,2015,2 -14,179906,0.07,0.03,4251011063,4191,Yes,Master or equivalent,Male,Yes,Single,4,\N,0,1,47,Technology Related Job,177,IA,446,60,No,No,0.21,4965,551,0,2015,1 -14,179906,0.07,0.03,4251011063,4191,Yes,Master or equivalent,Male,Yes,Single,4,\N,0,1,47,Technology Related Job,177,IA,446,60,No,No,0.21,3814,762,0,2015,2 -16,234863,0.03,0.02,4251044496,4192,Yes,Master or equivalent,Male,Yes,Married,95,\N,2,3,16,Technology Related Job,354,DE,45,95,No,Yes,0.74,9439,726,0,2015,1 -16,234863,0.03,0.02,4251044496,4192,Yes,Master or equivalent,Male,Yes,Married,95,\N,2,3,16,Technology Related Job,354,DE,45,95,No,Yes,0.74,343,171,0,2015,2 -72,176949,0.02,0.03,4251030854,4193,Yes,High School or below,Female,Yes,Married,15,\N,0,5,7,Others,218,IA,451,225,No,No,0.02,6682,607,0,2015,1 -72,176949,0.02,0.03,4251030854,4193,Yes,High School or below,Female,Yes,Married,15,\N,0,5,7,Others,218,IA,451,225,No,No,0.02,1362,340,0,2015,2 -74,231906,0.06,0.03,4251090850,4194,Yes,High School or below,Male,Yes,Single,106,\N,1,7,77,Others,394,DE,50,10,No,No,0.56,3859,771,0,2015,1 -74,231906,0.06,0.03,4251090850,4194,Yes,High School or below,Male,Yes,Single,106,\N,1,7,77,Others,394,DE,50,10,No,No,0.56,7141,892,0,2015,2 -36,92807,0.04,0.03,4251035051,4195,Yes,High School or below,Female,Yes,Single,44,\N,3,5,95,Technology Related Job,66,GA,247,25,No,No,0.01,7573,757,0,2015,1 -36,92807,0.04,0.03,4251035051,4195,Yes,High School or below,Female,Yes,Single,44,\N,3,5,95,Technology Related Job,66,GA,247,25,No,No,0.01,2696,449,0,2015,2 -38,147764,0,0.03,4251068512,4196,Yes,High School or below,Female,Yes,Married,15,\N,0,7,64,Technology Related Job,242,AZ,347,60,No,No,0.54,4462,1115,0,2015,1 -38,147764,0,0.03,4251068512,4196,Yes,High School or below,Female,Yes,Married,15,\N,0,7,64,Technology Related Job,242,AZ,347,60,No,No,0.54,2828,565,0,2015,2 -38,147764,0,0.03,4251068512,4196,Yes,High School or below,Female,Yes,Married,15,\N,0,7,64,Technology Related Job,242,AZ,347,60,No,No,0.54,1120,1120,0,2015,3 -41,202722,0.03,0.02,4251089850,4197,Yes,High School or below,Female,Yes,Single,105,\N,1,1,34,Technology Related Job,419,VT,446,95,No,No,0.07,6204,1034,0,2015,1 -41,202722,0.03,0.02,4251089850,4197,Yes,High School or below,Female,Yes,Single,105,\N,1,1,34,Technology Related Job,419,VT,446,95,No,No,0.07,6717,746,0,2015,2 -41,202722,0.03,0.02,4251089850,4197,Yes,High School or below,Female,Yes,Single,105,\N,1,1,34,Technology Related Job,419,VT,446,95,No,No,0.07,905,905,0,2015,3 -28,144808,0.03,0.03,4251012788,4198,Yes,Bachelor or equivalent,Male,No,Married,26,\N,0,3,25,Others,283,AZ,352,225,No,No,0.36,2543,1271,0,2015,1 -28,144808,0.03,0.03,4251012788,4198,Yes,Bachelor or equivalent,Male,No,Married,26,\N,0,3,25,Others,283,AZ,352,225,No,No,0.36,1913,956,0,2015,2 -59,5708,0.01,0.03,4251055848,4199,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,1,44,Technology Related Job,455,CA,49,240,No,No,0.82,4623,770,0,2015,1 -59,5708,0.01,0.03,4251055848,4199,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,1,44,Technology Related Job,455,CA,49,240,No,No,0.82,1985,661,0,2015,2 -61,60666,0.05,0.03,4251093763,4200,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,2,3,13,Technology Related Job,131,WA,148,25,No,No,0.35,2257,752,0,2015,1 -61,60666,0.05,0.03,4251093763,4200,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,2,3,13,Technology Related Job,131,WA,148,25,No,No,0.35,4890,611,0,2015,2 -63,115623,0,0.03,4251081362,4201,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,3,5,82,Technology Related Job,308,SC,247,60,No,No,0.88,9801,891,0,2015,1 -63,115623,0,0.03,4251081362,4201,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,3,5,82,Technology Related Job,308,SC,247,60,No,No,0.88,2771,692,0,2015,2 -79,113652,0.02,0,4251084385,4202,Yes,Master or equivalent,Male,Yes,Married,33,\N,2,3,23,Others,168,CT,251,170,No,No,0.09,2353,470,0,2015,1 -79,113652,0.02,0,4251084385,4202,Yes,Master or equivalent,Male,Yes,Married,33,\N,2,3,23,Others,168,CT,251,170,No,No,0.09,3458,864,0,2015,2 -79,113652,0.02,0,4251084385,4202,Yes,Master or equivalent,Male,Yes,Married,33,\N,2,3,23,Others,168,CT,251,170,No,No,0.09,1387,1387,0,2015,3 -13,168609,0.06,0,4251043904,4203,Yes,High School or below,Male,Yes,Single,4,\N,3,5,92,Others,344,WI,350,205,No,Yes,0.62,3305,661,0,2015,1 -13,168609,0.06,0,4251043904,4203,Yes,High School or below,Male,Yes,Single,4,\N,3,5,92,Others,344,WI,350,205,No,Yes,0.62,4097,819,0,2015,2 -15,223567,0.02,0.03,4251058876,4204,Yes,High School or below,Female,No,Single,95,\N,0,7,61,Technology Related Job,20,TN,449,240,No,No,0.15,3478,496,0,2015,1 -15,223567,0.02,0.03,4251058876,4204,Yes,High School or below,Female,No,Single,95,\N,0,7,61,Technology Related Job,20,TN,449,240,No,No,0.15,4405,734,0,2015,2 -17,28524,0.05,0.03,4251032485,4205,Yes,High School or below,Female,Yes,Married,65,\N,2,1,31,Technology Related Job,196,OH,49,25,No,No,0.68,4912,545,1,2015,1 -17,28524,0.05,0.03,4251032485,4205,Yes,High School or below,Female,Yes,Married,65,\N,2,1,31,Technology Related Job,196,OH,49,25,No,No,0.68,5167,861,1,2015,2 -17,28524,0.05,0.03,4251032485,4205,Yes,High School or below,Female,Yes,Married,65,\N,2,1,31,Technology Related Job,196,OH,49,25,No,No,0.68,534,534,1,2015,3 -33,26553,0.07,0,4251070554,4206,Yes,High School or below,Female,Yes,Married,73,\N,0,7,71,Others,57,AL,52,135,No,No,0.89,1401,467,0,2015,1 -35,81511,0.03,0,4251070759,4207,Yes,High School or below,Female,Yes,Married,44,\N,1,1,41,Others,233,UT,151,170,No,No,0.42,1955,325,0,2015,1 -35,81511,0.03,0,4251070759,4207,Yes,High School or below,Female,Yes,Married,44,\N,1,1,41,Others,233,UT,151,170,No,No,0.42,1408,469,0,2015,2 -38,136468,0.06,0,4251057756,4208,Yes,High School or below,Male,Yes,Single,14,\N,3,3,10,Others,409,OR,251,205,No,No,0.95,2410,602,0,2015,1 -38,136468,0.06,0,4251057756,4208,Yes,High School or below,Male,Yes,Single,14,\N,3,3,10,Others,409,OR,251,205,No,No,0.95,7347,918,0,2015,2 -40,191426,0.02,0.03,4251052033,4209,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,0,5,79,Technology Related Job,85,NH,350,240,No,No,0.48,3046,1015,1,2015,1 -40,191426,0.02,0.03,4251052033,4209,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,0,5,79,Technology Related Job,85,NH,350,240,No,No,0.48,2629,438,1,2015,2 -56,189455,0.04,0.01,4251063482,4210,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,2,3,20,Others,445,VA,353,100,Yes,No,0.69,4952,990,0,2015,1 -56,189455,0.04,0.01,4251063482,4210,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,2,3,20,Others,445,VA,353,100,Yes,No,0.69,5323,760,0,2015,2 -56,189455,0.04,0.01,4251063482,4210,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,2,3,20,Others,445,VA,353,100,Yes,No,0.69,947,947,0,2015,3 -58,244412,0,0,4251074656,4211,Yes,Master or equivalent,Male,No,Married,84,\N,0,5,89,Others,122,RI,453,135,No,No,0.23,2852,356,0,2015,1 -58,244412,0,0,4251074656,4211,Yes,Master or equivalent,Male,No,Married,84,\N,0,5,89,Others,122,RI,453,135,No,No,0.23,4410,882,0,2015,2 -60,49370,0.03,0,4251076739,4212,Yes,Master or equivalent,Male,Yes,Single,54,\N,1,7,58,Others,298,NM,52,170,No,No,0.76,1003,501,0,2015,1 -60,49370,0.03,0,4251076739,4212,Yes,Master or equivalent,Male,Yes,Single,54,\N,1,7,58,Others,298,NM,52,170,No,No,0.76,3118,779,0,2015,2 -62,104327,0.07,0,4251066934,4213,Yes,PhD or equivalent,Female,Yes,Married,25,\N,2,1,28,Technology Related Job,474,MS,151,205,Yes,No,0.29,3812,953,0,2015,1 -62,104327,0.07,0,4251066934,4213,Yes,PhD or equivalent,Female,Yes,Married,25,\N,2,1,28,Technology Related Job,474,MS,151,205,Yes,No,0.29,4045,674,0,2015,2 -24,215227,0.05,0,4251049671,4214,Yes,High School or below,Male,Yes,Married,83,\N,3,7,46,Technology Related Job,147,MT,348,220,No,No,0.74,1482,296,0,2015,1 -24,215227,0.05,0,4251049671,4214,Yes,High School or below,Male,Yes,Married,83,\N,3,7,46,Technology Related Job,147,MT,348,220,No,No,0.74,3186,637,0,2015,2 -12,157313,0.05,0.01,4251048602,4215,Yes,High School or below,Female,No,Married,4,\N,2,1,38,Others,11,ND,254,100,No,No,0.03,6572,821,0,2015,1 -12,157313,0.05,0.01,4251048602,4215,Yes,High School or below,Female,No,Married,4,\N,2,1,38,Others,11,ND,254,100,No,No,0.03,4966,993,0,2015,2 -12,157313,0.05,0.01,4251048602,4215,Yes,High School or below,Female,No,Married,4,\N,2,1,38,Others,11,ND,254,100,No,No,0.03,453,453,0,2015,3 -14,212271,0,0,4251083772,4216,No,High School or below,Female,Yes,Single,94,\N,3,3,7,Others,187,MT,353,135,No,No,0.56,2506,835,0,2015,1 -14,212271,0,0,4251083772,4216,No,High School or below,Female,Yes,Single,94,\N,3,3,7,Others,187,MT,353,135,No,No,0.56,2743,914,0,2015,2 -45,73171,0.06,0.01,4251079642,4217,Yes,High School or below,Male,Yes,Single,32,\N,0,1,25,Technology Related Job,359,NV,50,150,No,No,0.02,4915,702,0,2015,1 -45,73171,0.06,0.01,4251079642,4217,Yes,High School or below,Male,Yes,Single,32,\N,0,1,25,Technology Related Job,359,NV,50,150,No,No,0.02,5779,642,0,2015,2 -47,128129,0.02,0,4251009311,4218,Yes,High School or below,Female,Yes,Married,3,\N,1,3,95,Technology Related Job,35,MA,149,185,No,No,0.55,3656,609,0,2015,1 -47,128129,0.02,0,4251009311,4218,Yes,High School or below,Female,Yes,Married,3,\N,1,3,95,Technology Related Job,35,MA,149,185,No,No,0.55,3292,658,0,2015,2 -49,183086,0.06,0,4251030126,4219,Yes,High School or below,Female,Yes,Single,94,\N,3,5,64,Technology Related Job,212,IL,249,220,No,Yes,0.08,4308,718,0,2015,1 -49,183086,0.06,0,4251030126,4219,Yes,High School or below,Female,Yes,Single,94,\N,3,5,64,Technology Related Job,212,IL,249,220,No,Yes,0.08,6658,739,0,2015,2 -37,125172,0.05,0.01,4251056887,4220,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,7,55,Others,76,MA,155,100,No,No,0.36,2851,950,0,2015,1 -37,125172,0.05,0.01,4251056887,4220,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,7,55,Others,76,MA,155,100,No,No,0.36,3700,925,0,2015,2 -67,236072,0.03,0.01,4251018831,4221,Yes,Bachelor or equivalent,Female,No,Single,72,\N,2,5,74,Technology Related Job,248,MN,351,115,No,No,0.82,3982,796,0,2015,1 -67,236072,0.03,0.01,4251018831,4221,Yes,Bachelor or equivalent,Female,No,Single,72,\N,2,5,74,Technology Related Job,248,MN,351,115,No,No,0.82,2384,596,0,2015,2 -69,41030,0.07,0.01,4251080116,4222,Yes,Master or equivalent,Male,Yes,Married,43,\N,0,7,43,Technology Related Job,424,IA,451,150,No,No,0.35,2802,560,0,2015,1 -69,41030,0.07,0.01,4251080116,4222,Yes,Master or equivalent,Male,Yes,Married,43,\N,0,7,43,Technology Related Job,424,IA,451,150,No,No,0.35,1601,533,0,2015,2 -71,95987,0.03,0,4251072364,4223,Yes,Master or equivalent,Male,Yes,Single,14,\N,1,1,13,Technology Related Job,101,DE,50,185,No,No,0.88,4832,690,0,2015,1 -71,95987,0.03,0,4251072364,4223,Yes,Master or equivalent,Male,Yes,Single,14,\N,1,1,13,Technology Related Job,101,DE,50,185,No,No,0.88,2291,763,0,2015,2 -74,150945,0.06,0,4251049687,4224,Yes,PhD or equivalent,Female,Yes,Married,105,\N,2,3,82,Technology Related Job,277,AL,149,220,No,No,0.41,3333,666,0,2015,1 -74,150945,0.06,0,4251049687,4224,Yes,PhD or equivalent,Female,Yes,Married,105,\N,2,3,82,Technology Related Job,277,AL,149,220,No,No,0.41,6724,840,0,2015,2 -21,148974,0,0.02,4251080449,4225,Yes,High School or below,Male,Yes,Single,112,\N,1,1,22,Technology Related Job,137,KY,153,80,No,No,0.62,4864,972,1,2015,1 -21,148974,0,0.02,4251080449,4225,Yes,High School or below,Male,Yes,Single,112,\N,1,1,22,Technology Related Job,137,KY,153,80,No,No,0.62,7263,1037,1,2015,2 -21,148974,0,0.02,4251080449,4225,Yes,High School or below,Male,Yes,Single,112,\N,1,1,22,Technology Related Job,137,KY,153,80,No,No,0.62,259,259,1,2015,3 -24,203931,0.04,0.01,4251061670,4226,Yes,High School or below,Female,Yes,Married,83,\N,2,3,92,Technology Related Job,313,GA,252,115,No,No,0.15,6140,1228,0,2015,1 -24,203931,0.04,0.01,4251061670,4226,Yes,High School or below,Female,Yes,Married,83,\N,2,3,92,Technology Related Job,313,GA,252,115,No,No,0.15,1363,340,0,2015,2 -24,203931,0.04,0.01,4251061670,4226,Yes,High School or below,Female,Yes,Married,83,\N,2,3,92,Technology Related Job,313,GA,252,115,No,No,0.15,1001,1001,0,2015,3 -26,8889,0.07,0.01,4251046046,4227,Yes,High School or below,Female,No,Single,54,\N,3,5,61,Technology Related Job,489,AZ,351,150,No,No,0.68,4559,911,0,2015,1 -26,8889,0.07,0.01,4251046046,4227,Yes,High School or below,Female,No,Single,54,\N,3,5,61,Technology Related Job,489,AZ,351,150,No,No,0.68,3410,568,0,2015,2 -42,6918,0.02,0.02,4251071869,4228,Yes,High School or below,Female,No,Married,61,\N,2,2,2,Others,350,MD,355,10,Yes,No,0.89,4444,634,0,2015,1 -42,6918,0.02,0.02,4251071869,4228,Yes,High School or below,Female,No,Married,61,\N,2,2,2,Others,350,MD,355,10,Yes,No,0.89,3317,473,0,2015,2 -44,61875,0.05,0.02,4251049282,4229,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,3,5,71,Technology Related Job,26,ID,454,45,No,No,0.43,2706,676,0,2015,1 -44,61875,0.05,0.02,4251049282,4229,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,3,5,71,Technology Related Job,26,ID,454,45,No,No,0.43,2932,586,0,2015,2 -44,61875,0.05,0.02,4251049282,4229,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,3,5,71,Technology Related Job,26,ID,454,45,No,No,0.43,1017,1017,0,2015,3 -46,116833,0.01,0.02,4251082529,4230,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,0,7,40,Technology Related Job,202,CA,53,80,No,Yes,0.96,1734,578,0,2015,1 -46,116833,0.01,0.02,4251082529,4230,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,0,7,40,Technology Related Job,202,CA,53,80,No,Yes,0.96,4525,646,0,2015,2 -48,171790,0.04,0.01,4251076210,4231,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,1,1,10,Technology Related Job,378,WA,153,115,No,No,0.49,4968,709,0,2015,1 -48,171790,0.04,0.01,4251076210,4231,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,1,1,10,Technology Related Job,378,WA,153,115,No,No,0.49,2463,1231,0,2015,2 -64,169819,0.06,0.03,4251091103,4232,Yes,Master or equivalent,Female,No,Married,101,\N,0,6,50,Others,238,IN,156,225,No,No,0.7,3770,754,0,2015,1 -64,169819,0.06,0.03,4251091103,4232,Yes,Master or equivalent,Female,No,Married,101,\N,0,6,50,Others,238,IN,156,225,No,No,0.7,3138,392,0,2015,2 -66,224776,0.02,0.02,4251035163,4233,Yes,Master or equivalent,Male,Yes,Single,72,\N,1,1,19,Others,415,CT,255,10,No,No,0.23,5684,812,0,2015,1 -66,224776,0.02,0.02,4251035163,4233,Yes,Master or equivalent,Male,Yes,Single,72,\N,1,1,19,Others,415,CT,255,10,No,No,0.23,3584,716,0,2015,2 -68,29734,0.06,0.02,4251094787,4234,Yes,High School or below,Male,No,Married,43,\N,2,3,89,Technology Related Job,91,WI,355,45,No,No,0.76,3475,496,0,2015,1 -68,29734,0.06,0.02,4251094787,4234,Yes,High School or below,Male,No,Married,43,\N,2,3,89,Technology Related Job,91,WI,355,45,No,No,0.76,5402,771,0,2015,2 -68,29734,0.06,0.02,4251094787,4234,Yes,High School or below,Male,No,Married,43,\N,2,3,89,Technology Related Job,91,WI,355,45,No,No,0.76,1434,1434,0,2015,3 -70,84691,0.01,0.02,4251071740,4235,Yes,High School or below,Female,Yes,Single,14,\N,0,5,58,Technology Related Job,267,TN,454,80,No,No,0.29,657,328,0,2015,1 -70,84691,0.01,0.02,4251071740,4235,Yes,High School or below,Female,Yes,Single,14,\N,0,5,58,Technology Related Job,267,TN,454,80,No,No,0.29,5197,866,0,2015,2 -33,195592,0.07,0.02,4251038991,4236,Yes,High School or below,Male,Yes,Single,72,\N,1,3,77,Non-technology Related Job,440,UT,151,95,No,No,0.75,2628,876,0,2015,1 -33,195592,0.07,0.02,4251038991,4236,Yes,High School or below,Male,Yes,Single,72,\N,1,3,77,Non-technology Related Job,440,UT,151,95,No,No,0.75,4442,634,0,2015,2 -21,137678,0.07,0.03,4251097988,4237,Yes,High School or below,Female,Yes,Single,112,\N,3,4,68,Others,304,AK,57,225,No,No,0.03,4022,1005,0,2015,1 -21,137678,0.07,0.03,4251097988,4237,Yes,High School or below,Female,Yes,Single,112,\N,3,4,68,Others,304,AK,57,225,No,No,0.03,2383,595,0,2015,2 -21,137678,0.07,0.03,4251097988,4237,Yes,High School or below,Female,Yes,Single,112,\N,3,4,68,Others,304,AK,57,225,No,No,0.03,1260,1260,0,2015,3 -23,192635,0.03,0.02,4251068013,4238,Yes,High School or below,Female,No,Married,83,\N,1,7,37,Others,480,UT,156,10,No,No,0.56,3496,874,0,2015,1 -23,192635,0.03,0.02,4251068013,4238,Yes,High School or below,Female,No,Married,83,\N,1,7,37,Others,480,UT,156,10,No,No,0.56,8801,977,0,2015,2 -25,247593,0.06,0.02,4251075932,4239,Yes,High School or below,Male,Yes,Single,54,\N,2,1,7,Technology Related Job,156,OR,255,45,No,No,0.09,4071,678,0,2015,1 -25,247593,0.06,0.02,4251075932,4239,Yes,High School or below,Male,Yes,Single,54,\N,2,1,7,Technology Related Job,156,OR,255,45,No,No,0.09,2311,770,0,2015,2 -55,108493,0.04,0.02,4251063294,4240,Yes,Bachelor or equivalent,Female,No,Single,112,\N,3,6,25,Technology Related Job,328,RI,452,60,No,No,0.55,6188,687,1,2015,1 -55,108493,0.04,0.02,4251063294,4240,Yes,Bachelor or equivalent,Female,No,Single,112,\N,3,6,25,Technology Related Job,328,RI,452,60,No,No,0.55,5812,830,1,2015,2 -71,106522,0.06,0,4251096712,4241,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,1,4,66,Technology Related Job,189,CO,456,170,No,No,0.76,6442,805,0,2015,1 -71,106522,0.06,0,4251096712,4241,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,1,4,66,Technology Related Job,189,CO,456,170,No,No,0.76,3318,829,0,2015,2 -33,217422,0.05,0,4251090722,4242,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,3,2,84,Technology Related Job,361,CT,153,185,Yes,No,0.22,2820,705,1,2015,1 -33,217422,0.05,0,4251090722,4242,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,3,2,84,Technology Related Job,361,CT,153,185,Yes,No,0.22,5484,685,1,2015,2 -49,215451,0.07,0.02,4251059286,4243,Yes,PhD or equivalent,Female,No,Single,64,\N,1,7,25,Technology Related Job,221,MS,156,45,No,No,0.43,3345,836,0,2015,1 -49,215451,0.07,0.02,4251059286,4243,Yes,PhD or equivalent,Female,No,Single,64,\N,1,7,25,Technology Related Job,221,MS,156,45,No,No,0.43,3144,524,0,2015,2 -12,76352,0.05,0.02,4251089411,4244,Yes,High School or below,Male,Yes,Single,2,\N,2,5,43,Technology Related Job,394,MT,353,60,No,No,0.88,6913,987,0,2015,1 -12,76352,0.05,0.02,4251089411,4244,Yes,High School or below,Male,Yes,Single,2,\N,2,5,43,Technology Related Job,394,MT,353,60,No,No,0.88,5772,721,0,2015,2 -28,74381,0.07,0,4251031674,4245,Yes,High School or below,Male,Yes,Single,10,\N,1,2,83,Technology Related Job,254,TX,356,170,No,Yes,0.1,4041,1010,0,2015,1 -28,74381,0.07,0,4251031674,4245,Yes,High School or below,Male,Yes,Single,10,\N,1,2,83,Technology Related Job,254,TX,356,170,No,Yes,0.1,4025,805,0,2015,2 -58,185281,0.05,0,4251099015,4246,Yes,High School or below,Female,Yes,Single,68,\N,2,0,2,Technology Related Job,426,VT,53,185,No,No,0.55,2016,1008,0,2015,1 -58,185281,0.05,0,4251099015,4246,Yes,High School or below,Female,Yes,Single,68,\N,2,0,2,Technology Related Job,426,VT,53,185,No,No,0.55,2326,1163,0,2015,2 -74,183310,0.07,0.02,4251062036,4247,Yes,High School or below,Male,Yes,Married,75,\N,1,5,42,Technology Related Job,286,ID,57,45,No,No,0.76,2468,493,0,2015,1 -74,183310,0.07,0.02,4251062036,4247,Yes,High School or below,Male,Yes,Married,75,\N,1,5,42,Technology Related Job,286,ID,57,45,No,No,0.76,6876,859,0,2015,2 -36,44210,0.05,0.02,4251087839,4248,Yes,Bachelor or equivalent,Female,No,Married,13,\N,2,3,61,Technology Related Job,459,IL,253,60,No,No,0.22,4937,822,0,2015,1 -36,44210,0.05,0.02,4251087839,4248,Yes,Bachelor or equivalent,Female,No,Married,13,\N,2,3,61,Technology Related Job,459,IL,253,60,No,No,0.22,7634,694,0,2015,2 -52,42239,0.07,0,4251008739,4249,Yes,Bachelor or equivalent,Female,No,Single,21,\N,0,0,1,Technology Related Job,319,NJ,257,170,No,No,0.43,3665,733,0,2015,1 -52,42239,0.07,0,4251008739,4249,Yes,Bachelor or equivalent,Female,No,Single,21,\N,0,0,1,Technology Related Job,319,NJ,257,170,No,No,0.43,2837,709,0,2015,2 -52,42239,0.07,0,4251008739,4249,Yes,Bachelor or equivalent,Female,No,Single,21,\N,0,0,1,Technology Related Job,319,NJ,257,170,No,No,0.43,1258,629,0,2015,3 -15,153140,0.06,0,4251040660,4250,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,2,6,20,Technology Related Job,491,NY,454,185,No,No,0.89,3604,901,0,2015,1 -15,153140,0.06,0,4251040660,4250,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,2,6,20,Technology Related Job,491,NY,454,185,No,No,0.89,6104,610,0,2015,2 -30,151169,0,0.02,4251092275,4251,Yes,Master or equivalent,Female,Yes,Single,86,\N,0,3,60,Technology Related Job,351,WI,457,45,No,No,0.1,4706,784,0,2015,1 -30,151169,0,0.02,4251092275,4251,Yes,Master or equivalent,Female,Yes,Single,86,\N,0,3,60,Technology Related Job,351,WI,457,45,No,No,0.1,2255,451,0,2015,2 -61,12069,0.06,0.02,4251094886,4252,Yes,PhD or equivalent,Male,Yes,Single,24,\N,1,1,79,Non-technology Related Job,24,AL,154,60,No,No,0.55,4926,703,0,2015,1 -61,12069,0.06,0.02,4251094886,4252,Yes,PhD or equivalent,Male,Yes,Single,24,\N,1,1,79,Non-technology Related Job,24,AL,154,60,No,No,0.55,5330,888,0,2015,2 -77,10098,0,0,4251095883,4253,No,High School or below,Male,Yes,Married,31,\N,0,6,19,Technology Related Job,384,LA,157,170,No,No,0.76,2502,834,0,2015,1 -77,10098,0,0,4251095883,4253,No,High School or below,Male,Yes,Married,31,\N,0,6,19,Technology Related Job,384,LA,157,170,No,No,0.76,2334,466,0,2015,2 -39,120999,0.06,0,4251029414,4254,Yes,High School or below,Female,No,Married,89,\N,1,4,38,Non-technology Related Job,56,ME,354,185,No,No,0.22,4830,966,0,2015,1 -39,120999,0.06,0,4251029414,4254,Yes,High School or below,Female,No,Married,89,\N,1,4,38,Non-technology Related Job,56,ME,354,185,No,No,0.22,2168,542,0,2015,2 -39,120999,0.06,0,4251029414,4254,Yes,High School or below,Female,No,Married,89,\N,1,4,38,Non-technology Related Job,56,ME,354,185,No,No,0.22,933,933,0,2015,3 -55,119027,0,0.02,4251018015,4255,Yes,High School or below,Female,Yes,Married,97,\N,0,1,78,Technology Related Job,416,OK,358,45,No,No,0.43,2206,551,0,2015,1 -55,119027,0,0.02,4251018015,4255,Yes,High School or below,Female,Yes,Married,97,\N,0,1,78,Technology Related Job,416,OK,358,45,No,No,0.43,1946,973,0,2015,2 -17,229928,0.06,0.02,4251067804,4256,Yes,High School or below,Male,Yes,Married,35,\N,1,7,97,Non-technology Related Job,89,PA,55,59,No,No,0.89,4016,669,0,2015,1 -17,229928,0.06,0.02,4251067804,4256,Yes,High School or below,Male,Yes,Married,35,\N,1,7,97,Non-technology Related Job,89,PA,55,59,No,No,0.89,3902,975,0,2015,2 -17,229928,0.06,0.02,4251067804,4256,Yes,High School or below,Male,Yes,Married,35,\N,1,7,97,Non-technology Related Job,89,PA,55,59,No,No,0.89,1405,702,0,2015,3 -33,227957,0,0,4251069119,4257,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,3,4,37,Technology Related Job,449,CA,58,169,No,No,0.1,2059,1029,0,2015,1 -33,227957,0,0,4251069119,4257,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,3,4,37,Technology Related Job,449,CA,58,169,No,No,0.1,703,351,0,2015,2 -64,88857,0.07,0,4251068159,4258,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,1,2,56,Non-technology Related Job,121,CT,255,184,No,Yes,0.55,2973,743,0,2015,1 -64,88857,0.07,0,4251068159,4258,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,1,2,56,Non-technology Related Job,121,CT,255,184,No,Yes,0.55,6260,894,0,2015,2 -79,86886,0.01,0.02,4251091251,4259,Yes,Master or equivalent,Male,Yes,Married,108,\N,3,0,96,Technology Related Job,482,MS,258,44,No,No,0.76,4239,847,0,2015,1 -79,86886,0.01,0.02,4251091251,4259,Yes,Master or equivalent,Male,Yes,Married,108,\N,3,0,96,Technology Related Job,482,MS,258,44,No,No,0.76,2647,661,0,2015,2 -42,197787,0.07,0.02,4251013270,4260,Yes,Master or equivalent,Female,Yes,Single,45,\N,0,5,15,Non-technology Related Job,154,MO,455,59,No,No,0.22,2922,730,0,2015,1 -42,197787,0.07,0.02,4251013270,4260,Yes,Master or equivalent,Female,Yes,Single,45,\N,0,5,15,Non-technology Related Job,154,MO,455,59,No,No,0.22,2388,1194,0,2015,2 -58,195816,0.01,0,4251065019,4261,Yes,High School or below,Female,Yes,Married,53,\N,3,3,55,Technology Related Job,14,TN,459,169,No,No,0.43,3241,540,0,2015,1 -58,195816,0.01,0,4251065019,4261,Yes,High School or below,Female,Yes,Married,53,\N,3,3,55,Technology Related Job,14,TN,459,169,No,No,0.43,4820,803,0,2015,2 -58,195816,0.01,0,4251065019,4261,Yes,High School or below,Female,Yes,Married,53,\N,3,3,55,Technology Related Job,14,TN,459,169,No,No,0.43,852,852,0,2015,3 -20,56716,0.07,0,4251045682,4262,Yes,High School or below,Male,No,Married,111,\N,0,0,73,Non-technology Related Job,187,UT,156,184,No,No,0.89,4441,555,0,2015,1 -20,56716,0.07,0,4251045682,4262,Yes,High School or below,Male,No,Married,111,\N,0,0,73,Non-technology Related Job,187,UT,156,184,No,No,0.89,4481,896,0,2015,2 -36,54745,0.01,0.02,4251020914,4263,Yes,High School or below,Female,No,Single,118,\N,2,6,14,Technology Related Job,47,HI,159,44,No,No,0.1,4629,771,0,2015,1 -36,54745,0.01,0.02,4251020914,4263,Yes,High School or below,Female,No,Single,118,\N,2,6,14,Technology Related Job,47,HI,159,44,No,No,0.1,3043,608,0,2015,2 -66,165645,0.07,0.02,4251056755,4264,Yes,High School or below,Male,Yes,Single,56,\N,0,3,32,Non-technology Related Job,219,IL,356,59,No,No,0.56,4935,822,0,2015,1 -66,165645,0.07,0.02,4251056755,4264,Yes,High School or below,Male,Yes,Single,56,\N,0,3,32,Non-technology Related Job,219,IL,356,59,No,No,0.56,5800,580,0,2015,2 -66,165645,0.07,0.02,4251056755,4264,Yes,High School or below,Male,Yes,Single,56,\N,0,3,32,Non-technology Related Job,219,IL,356,59,No,No,0.56,690,690,0,2015,3 -14,163674,0.01,0,4251098455,4265,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,2,1,73,Technology Related Job,79,NJ,359,169,No,No,0.77,527,527,0,2015,1 -14,163674,0.01,0,4251098455,4265,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,2,1,73,Technology Related Job,79,NJ,359,169,No,No,0.77,2091,697,0,2015,2 -45,24575,0,0,4251060033,4266,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,3,6,91,Non-technology Related Job,252,NM,56,184,No,No,0.22,2554,510,0,2015,1 -45,24575,0,0,4251060033,4266,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,3,6,91,Non-technology Related Job,252,NM,56,184,No,No,0.22,2078,519,0,2015,2 -61,22604,0.02,0.02,4251055167,4267,Yes,Master or equivalent,Female,Yes,Married,9,\N,2,4,32,Technology Related Job,112,WV,60,44,Yes,Yes,0.43,3239,647,0,2015,1 -61,22604,0.02,0.02,4251055167,4267,Yes,Master or equivalent,Female,Yes,Married,9,\N,2,4,32,Technology Related Job,112,WV,60,44,Yes,Yes,0.43,4971,1242,0,2015,2 -23,133504,0,0.02,4251065597,4268,Yes,Master or equivalent,Male,No,Married,67,\N,3,1,50,Non-technology Related Job,284,WY,257,59,No,No,0.89,3247,811,0,2015,1 -23,133504,0,0.02,4251065597,4268,Yes,Master or equivalent,Male,No,Married,67,\N,3,1,50,Non-technology Related Job,284,WY,257,59,No,No,0.89,2204,440,0,2015,2 -23,133504,0,0.02,4251065597,4268,Yes,Master or equivalent,Male,No,Married,67,\N,3,1,50,Non-technology Related Job,284,WY,257,59,No,No,0.89,1308,1308,0,2015,3 -39,131533,0.02,0,4251041067,4269,Yes,High School or below,Female,Yes,Single,74,\N,2,7,91,Technology Related Job,144,KY,260,169,No,No,0.1,3996,666,0,2015,1 -39,131533,0.02,0,4251041067,4269,Yes,High School or below,Female,Yes,Single,74,\N,2,7,91,Technology Related Job,144,KY,260,169,No,No,0.1,8743,874,0,2015,2 -69,242433,0,0,4251023671,4270,Yes,High School or below,Male,Yes,Married,12,\N,3,5,9,Non-technology Related Job,317,ME,457,184,No,No,0.56,1193,397,0,2015,1 -69,242433,0,0,4251023671,4270,Yes,High School or below,Male,Yes,Married,12,\N,3,5,9,Non-technology Related Job,317,ME,457,184,No,No,0.56,1374,687,0,2015,2 -17,240462,0.02,0.02,4251065786,4271,Yes,High School or below,Male,Yes,Single,20,\N,1,2,50,Technology Related Job,177,OK,460,44,No,No,0.77,2087,695,0,2015,1 -17,240462,0.02,0.02,4251065786,4271,Yes,High School or below,Male,Yes,Single,20,\N,1,2,50,Technology Related Job,177,OK,460,44,No,No,0.77,1486,495,0,2015,2 -47,101363,0,0.02,4251068770,4272,Yes,High School or below,Female,Yes,Single,78,\N,3,0,68,Non-technology Related Job,349,OR,157,59,No,No,0.22,3272,654,0,2015,1 -47,101363,0,0.02,4251068770,4272,Yes,High School or below,Female,Yes,Single,78,\N,3,0,68,Non-technology Related Job,349,OR,157,59,No,No,0.22,6160,1026,0,2015,2 -47,101363,0,0.02,4251068770,4272,Yes,High School or below,Female,Yes,Single,78,\N,3,0,68,Non-technology Related Job,349,OR,157,59,No,No,0.22,1059,1059,0,2015,3 -63,99392,0.02,0,4251051330,4273,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,1,5,9,Technology Related Job,209,AR,160,169,No,No,0.43,1979,989,0,2015,2 -26,210292,0.01,0,4251083897,4274,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,2,3,27,Non-technology Related Job,382,CO,357,184,No,No,0.89,3098,619,0,2015,1 -26,210292,0.01,0,4251083897,4274,Yes,Bachelor or equivalent,Male,Yes,Married,23,\N,2,3,27,Non-technology Related Job,382,CO,357,184,No,No,0.89,6139,877,0,2015,2 -42,208321,0.03,0.02,4251052652,4275,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,1,0,67,Technology Related Job,242,MN,361,44,No,No,0.1,7127,712,0,2015,1 -42,208321,0.03,0.02,4251052652,4275,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,1,0,67,Technology Related Job,242,MN,361,44,No,No,0.1,4297,613,0,2015,2 -72,69222,0.01,0.02,4251038770,4276,Yes,Master or equivalent,Male,Yes,Married,89,\N,2,6,86,Non-technology Related Job,414,MO,58,59,No,No,0.56,3410,682,0,2015,1 -72,69222,0.01,0.02,4251038770,4276,Yes,Master or equivalent,Male,Yes,Married,89,\N,2,6,86,Non-technology Related Job,414,MO,58,59,No,No,0.56,4246,849,0,2015,2 -72,69222,0.01,0.02,4251038770,4276,Yes,Master or equivalent,Male,Yes,Married,89,\N,2,6,86,Non-technology Related Job,414,MO,58,59,No,No,0.56,371,371,0,2015,3 -20,67251,0.03,0,4251047467,4277,Yes,High School or below,Male,No,Single,96,\N,1,3,26,Technology Related Job,275,TN,61,169,No,No,0.77,7815,976,0,2015,1 -20,67251,0.03,0,4251047467,4277,Yes,High School or below,Male,No,Single,96,\N,1,3,26,Technology Related Job,275,TN,61,169,No,No,0.77,2493,831,0,2015,2 -50,178151,0.01,0,4251020004,4278,Yes,High School or below,Female,Yes,Single,34,\N,2,1,45,Non-technology Related Job,447,TX,258,184,No,No,0.22,3414,569,0,2015,1 -50,178151,0.01,0,4251020004,4278,Yes,High School or below,Female,Yes,Single,34,\N,2,1,45,Non-technology Related Job,447,TX,258,184,No,No,0.22,1532,766,0,2015,2 -66,176180,0.03,0.02,4251056301,4279,Yes,High School or below,Female,Yes,Married,41,\N,0,6,85,Technology Related Job,307,GA,261,44,No,No,0.44,3557,711,0,2015,1 -66,176180,0.03,0.02,4251056301,4279,Yes,High School or below,Female,Yes,Married,41,\N,0,6,85,Technology Related Job,307,GA,261,44,No,No,0.44,2759,551,0,2015,2 -29,37080,0.01,0.02,4251012761,4280,Yes,High School or below,Male,Yes,Single,99,\N,2,4,4,Non-technology Related Job,480,ID,458,59,No,Yes,0.89,7873,984,0,2015,1 -29,37080,0.01,0.02,4251012761,4280,Yes,High School or below,Male,Yes,Single,99,\N,2,4,4,Non-technology Related Job,480,ID,458,59,No,Yes,0.89,4467,744,0,2015,2 -44,35109,0.04,0,4251013516,4281,Yes,High School or below,Female,Yes,Married,107,\N,0,1,44,Technology Related Job,340,NH,462,169,No,No,0.1,4222,603,0,2015,1 -44,35109,0.04,0,4251013516,4281,Yes,High School or below,Female,Yes,Married,107,\N,0,1,44,Technology Related Job,340,NH,462,169,No,No,0.1,4181,696,0,2015,2 -44,35109,0.04,0,4251013516,4281,Yes,High School or below,Female,Yes,Married,107,\N,0,1,44,Technology Related Job,340,NH,462,169,No,No,0.1,1208,1208,0,2015,3 -75,146010,0.02,0,4251070187,4282,Yes,Bachelor or equivalent,Male,No,Married,45,\N,1,7,63,Non-technology Related Job,12,NM,159,184,No,No,0.56,4517,645,0,2015,1 -75,146010,0.02,0,4251070187,4282,Yes,Bachelor or equivalent,Male,No,Married,45,\N,1,7,63,Non-technology Related Job,12,NM,159,184,No,No,0.56,2651,530,0,2015,2 -23,144039,0.04,0.02,4251032166,4283,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,0,4,3,Technology Related Job,372,WV,162,44,No,No,0.77,5231,747,0,2015,1 -23,144039,0.04,0.02,4251032166,4283,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,0,4,3,Technology Related Job,372,WV,162,44,No,No,0.77,2367,473,0,2015,2 -53,4939,0.02,0.02,4251085640,4284,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,1,2,22,Non-technology Related Job,45,WI,359,59,Yes,No,0.23,4000,666,0,2015,1 -53,4939,0.02,0.02,4251085640,4284,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,1,2,22,Non-technology Related Job,45,WI,359,59,Yes,No,0.23,1704,340,0,2015,2 -69,2968,0.04,0,4251057876,4285,Yes,PhD or equivalent,Male,Yes,Single,118,\N,3,7,62,Technology Related Job,405,KS,362,169,No,No,0.44,3238,462,1,2015,1 -69,2968,0.04,0,4251057876,4285,Yes,PhD or equivalent,Male,Yes,Single,118,\N,3,7,62,Technology Related Job,405,KS,362,169,No,No,0.44,5641,705,1,2015,2 -31,113868,0.02,0,4251059556,4286,Yes,High School or below,Female,Yes,Single,55,\N,1,5,81,Non-technology Related Job,77,LA,59,184,No,No,0.89,1994,997,0,2015,1 -31,113868,0.02,0,4251059556,4286,Yes,High School or below,Female,Yes,Single,55,\N,1,5,81,Non-technology Related Job,77,LA,59,184,No,No,0.89,5037,1007,0,2015,2 -47,111897,0.04,0.02,4251076105,4287,Yes,High School or below,Female,Yes,Married,63,\N,3,3,21,Technology Related Job,437,OH,63,44,No,No,0.1,3596,719,0,2015,1 -47,111897,0.04,0.02,4251076105,4287,Yes,High School or below,Female,Yes,Married,63,\N,3,3,21,Technology Related Job,437,OH,63,44,No,No,0.1,2083,694,0,2015,2 -78,222798,0.02,0.02,4251021262,4288,Yes,High School or below,Male,Yes,Married,1,\N,0,0,40,Non-technology Related Job,110,OR,260,59,No,No,0.56,2335,778,0,2015,1 -78,222798,0.02,0.02,4251021262,4288,Yes,High School or below,Male,Yes,Married,1,\N,0,0,40,Non-technology Related Job,110,OR,260,59,No,No,0.56,2477,825,0,2015,2 -25,220827,0.05,0,4251083434,4289,Yes,High School or below,Male,Yes,Single,8,\N,3,6,80,Technology Related Job,470,AR,263,169,No,No,0.77,7805,780,0,2015,1 -25,220827,0.05,0,4251083434,4289,Yes,High School or below,Male,Yes,Single,8,\N,3,6,80,Technology Related Job,470,AR,263,169,No,No,0.77,1478,369,0,2015,2 -56,81727,0.03,0,4251020003,4290,Yes,High School or below,Female,Yes,Married,66,\N,0,3,98,Non-technology Related Job,142,CO,460,184,No,No,0.23,6509,929,0,2015,1 -56,81727,0.03,0,4251020003,4290,Yes,High School or below,Female,Yes,Married,66,\N,0,3,98,Non-technology Related Job,142,CO,460,184,No,No,0.23,4099,819,0,2015,2 -72,79756,0.05,0.02,4251085856,4291,Yes,Bachelor or equivalent,Male,No,Single,74,\N,3,1,39,Technology Related Job,2,MI,463,44,No,No,0.44,8162,680,0,2015,1 -72,79756,0.05,0.02,4251085856,4291,Yes,Bachelor or equivalent,Male,No,Single,74,\N,3,1,39,Technology Related Job,2,MI,463,44,No,No,0.44,3416,683,0,2015,2 -34,190657,0.03,0.02,4251045853,4292,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,0,6,57,Non-technology Related Job,175,MS,160,59,No,No,0.89,2876,410,0,2015,1 -34,190657,0.03,0.02,4251045853,4292,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,0,6,57,Non-technology Related Job,175,MS,160,59,No,No,0.89,2948,589,0,2015,2 -50,188685,0.05,0,4251057212,4293,Yes,Master or equivalent,Female,Yes,Married,19,\N,2,4,98,Technology Related Job,35,SD,164,169,No,No,0.11,4292,715,0,2015,1 -50,188685,0.05,0,4251057212,4293,Yes,Master or equivalent,Female,Yes,Married,19,\N,2,4,98,Technology Related Job,35,SD,164,169,No,No,0.11,3356,479,0,2015,2 -12,49586,0.03,0,4251035282,4294,Yes,PhD or equivalent,Male,Yes,Married,77,\N,0,1,16,Non-technology Related Job,207,TX,360,184,No,No,0.56,1326,442,0,2015,1 -12,49586,0.03,0,4251035282,4294,Yes,PhD or equivalent,Male,Yes,Married,77,\N,0,1,16,Non-technology Related Job,207,TX,360,184,No,No,0.56,1188,396,0,2015,2 -28,47615,0.05,0.01,4251011784,4295,Yes,High School or below,Male,Yes,Married,84,\N,2,7,57,Technology Related Job,68,GA,364,44,No,No,0.77,4089,1022,0,2015,1 -28,47615,0.05,0.01,4251011784,4295,Yes,High School or below,Male,Yes,Married,84,\N,2,7,57,Technology Related Job,68,GA,364,44,No,No,0.77,2889,577,0,2015,2 -59,158515,0.04,0.02,4251008623,4296,Yes,High School or below,Female,No,Married,22,\N,3,4,75,Non-technology Related Job,240,ID,61,59,No,No,0.23,4758,951,0,2015,1 -59,158515,0.04,0.02,4251008623,4296,Yes,High School or below,Female,No,Married,22,\N,3,4,75,Non-technology Related Job,240,ID,61,59,No,No,0.23,4480,746,0,2015,2 -75,156544,0.06,0.03,4251015163,4297,Yes,High School or below,Male,No,Single,30,\N,2,2,16,Technology Related Job,100,NV,64,169,No,No,0.44,2639,879,0,2015,1 -75,156544,0.06,0.03,4251015163,4297,Yes,High School or below,Male,No,Single,30,\N,2,2,16,Technology Related Job,100,NV,64,169,No,No,0.44,238,238,0,2015,2 -75,156544,0.06,0.03,4251015163,4297,Yes,High School or below,Male,No,Single,30,\N,2,2,16,Technology Related Job,100,NV,64,169,No,No,0.44,306,306,0,2015,3 -37,17445,0.04,0,4251017999,4298,Yes,High School or below,Female,Yes,Single,88,\N,3,0,34,Non-technology Related Job,273,NJ,261,184,No,No,0.9,5315,590,1,2015,1 -37,17445,0.04,0,4251017999,4298,Yes,High School or below,Female,Yes,Single,88,\N,3,0,34,Non-technology Related Job,273,NJ,261,184,No,No,0.9,6208,886,1,2015,2 -53,15474,0.06,0.01,4251087662,4299,No,Bachelor or equivalent,Female,Yes,Married,95,\N,2,5,75,Technology Related Job,133,WA,264,44,No,No,0.11,1407,469,0,2015,1 -53,15474,0.06,0.01,4251087662,4299,No,Bachelor or equivalent,Female,Yes,Married,95,\N,2,5,75,Technology Related Job,133,WA,264,44,No,No,0.11,5627,937,0,2015,2 -15,126374,0.04,0.02,4251059285,4300,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,3,3,93,Non-technology Related Job,305,WI,461,59,No,No,0.56,3012,1004,0,2015,1 -15,126374,0.04,0.02,4251059285,4300,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,3,3,93,Non-technology Related Job,305,WI,461,59,No,No,0.56,3504,700,0,2015,2 -15,126374,0.04,0.02,4251059285,4300,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,3,3,93,Non-technology Related Job,305,WI,461,59,No,No,0.56,650,650,0,2015,3 -31,124403,0.06,0.03,4251067516,4301,Yes,Master or equivalent,Male,Yes,Married,41,\N,1,0,34,Technology Related Job,165,KS,465,169,No,No,0.77,2847,711,0,2015,1 -31,124403,0.06,0.03,4251067516,4301,Yes,Master or equivalent,Male,Yes,Married,41,\N,1,0,34,Technology Related Job,165,KS,465,169,No,No,0.77,2766,691,0,2015,2 -31,124403,0.06,0.03,4251067516,4301,Yes,Master or equivalent,Male,Yes,Married,41,\N,1,0,34,Technology Related Job,165,KS,465,169,No,No,0.77,234,234,0,2015,3 -61,235303,0.04,0,4251038923,4302,Yes,Master or equivalent,Female,Yes,Married,99,\N,2,6,52,Non-technology Related Job,338,LA,162,184,No,Yes,0.23,3918,653,0,2015,1 -61,235303,0.04,0,4251038923,4302,Yes,Master or equivalent,Female,Yes,Married,99,\N,2,6,52,Non-technology Related Job,338,LA,162,184,No,Yes,0.23,3536,884,0,2015,2 -77,233332,0.06,0.01,4251016590,4303,Yes,High School or below,Male,Yes,Single,106,\N,1,3,92,Technology Related Job,198,ND,165,44,No,No,0.44,2240,560,0,2015,1 -77,233332,0.06,0.01,4251016590,4303,Yes,High School or below,Male,Yes,Single,106,\N,1,3,92,Technology Related Job,198,ND,165,44,No,No,0.44,1870,467,0,2015,2 -40,94233,0.05,0.02,4251041217,4304,Yes,High School or below,Female,Yes,Single,44,\N,2,1,11,Non-technology Related Job,370,OK,362,59,No,No,0.9,4767,953,0,2015,1 -40,94233,0.05,0.02,4251041217,4304,Yes,High School or below,Female,Yes,Single,44,\N,2,1,11,Non-technology Related Job,370,OK,362,59,No,No,0.9,4356,871,0,2015,2 -56,92262,0.07,0.03,4251026181,4305,Yes,High School or below,Female,No,Single,51,\N,1,6,51,Technology Related Job,230,AZ,365,169,No,No,0.11,2521,630,0,2015,1 -56,92262,0.07,0.03,4251026181,4305,Yes,High School or below,Female,No,Single,51,\N,1,6,51,Technology Related Job,230,AZ,365,169,No,No,0.11,892,892,0,2015,2 -18,203162,0.05,0,4251014515,4306,Yes,High School or below,Male,Yes,Single,109,\N,2,4,70,Non-technology Related Job,403,CA,62,184,Yes,No,0.56,5273,753,0,2015,1 -18,203162,0.05,0,4251014515,4306,Yes,High School or below,Male,Yes,Single,109,\N,2,4,70,Non-technology Related Job,403,CA,62,184,Yes,No,0.56,4961,708,0,2015,2 -34,201191,0.07,0.01,4251015365,4307,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,0,1,10,Technology Related Job,263,MI,66,44,No,No,0.77,1293,1293,0,2015,1 -34,201191,0.07,0.01,4251015365,4307,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,0,1,10,Technology Related Job,263,MI,66,44,No,No,0.77,3926,654,0,2015,2 -64,62091,0.05,0.02,4251052890,4308,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,2,7,29,Non-technology Related Job,435,MS,263,59,No,No,0.23,5867,733,0,2015,1 -64,62091,0.05,0.02,4251052890,4308,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,2,7,29,Non-technology Related Job,435,MS,263,59,No,No,0.23,5207,743,0,2015,2 -12,60120,0.07,0.03,4251033247,4309,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,4,69,Technology Related Job,295,SC,266,169,No,Yes,0.44,3962,1320,0,2015,1 -12,60120,0.07,0.03,4251033247,4309,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,4,69,Technology Related Job,295,SC,266,169,No,Yes,0.44,1938,387,0,2015,2 -12,60120,0.07,0.03,4251033247,4309,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,4,69,Technology Related Job,295,SC,266,169,No,Yes,0.44,611,611,0,2015,3 -42,171021,0.05,0,4251034452,4310,Yes,Master or equivalent,Female,No,Single,0,\N,1,2,88,Non-technology Related Job,468,TN,463,184,No,No,0.9,6094,870,0,2015,1 -42,171021,0.05,0,4251034452,4310,Yes,Master or equivalent,Female,No,Single,0,\N,1,2,88,Non-technology Related Job,468,TN,463,184,No,No,0.9,4871,811,0,2015,2 -58,169050,0.07,0.01,4251049047,4311,Yes,High School or below,Female,No,Single,8,\N,0,7,28,Technology Related Job,328,FL,466,44,No,No,0.11,2771,692,0,2015,1 -58,169050,0.07,0.01,4251049047,4311,Yes,High School or below,Female,No,Single,8,\N,0,7,28,Technology Related Job,328,FL,466,44,No,No,0.11,2713,1356,0,2015,2 -58,169050,0.07,0.01,4251049047,4311,Yes,High School or below,Female,No,Single,8,\N,0,7,28,Technology Related Job,328,FL,466,44,No,No,0.11,692,692,0,2015,3 -21,29950,0.06,0.02,4251089628,4312,Yes,High School or below,Male,Yes,Single,65,\N,1,5,47,Non-technology Related Job,0,HI,163,59,No,No,0.57,3022,1007,0,2015,1 -21,29950,0.06,0.02,4251089628,4312,Yes,High School or below,Male,Yes,Single,65,\N,1,5,47,Non-technology Related Job,0,HI,163,59,No,No,0.57,3575,893,0,2015,2 -37,27979,0,0.03,4251066284,4313,Yes,High School or below,Female,Yes,Married,73,\N,0,2,87,Technology Related Job,361,NV,167,169,No,No,0.78,3828,957,0,2015,1 -37,27979,0,0.03,4251066284,4313,Yes,High School or below,Female,Yes,Married,73,\N,0,2,87,Technology Related Job,361,NV,167,169,No,No,0.78,8012,667,0,2015,2 -13,81951,0.04,0.02,4251040317,4314,Yes,High School or below,Male,No,Single,47,\N,2,3,77,Technology Related Job,217,AR,268,9,No,No,0.91,3471,867,1,2015,1 -13,81951,0.04,0.02,4251040317,4314,Yes,High School or below,Male,No,Single,47,\N,2,3,77,Technology Related Job,217,AR,268,9,No,No,0.91,4894,699,1,2015,2 -43,192851,0.02,0.02,4251071699,4315,No,High School or below,Female,Yes,Single,105,\N,3,1,95,Non-technology Related Job,389,CO,465,24,No,Yes,0.37,1687,337,0,2015,1 -43,192851,0.02,0.02,4251071699,4315,No,High School or below,Female,Yes,Single,105,\N,3,1,95,Non-technology Related Job,389,CO,465,24,No,Yes,0.37,3570,510,0,2015,2 -59,190880,0.04,0,4251030179,4316,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,2,6,36,Technology Related Job,249,MN,468,134,No,No,0.58,33,33,0,2015,1 -59,190880,0.04,0,4251030179,4316,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,2,6,36,Technology Related Job,249,MN,468,134,No,No,0.58,3620,724,0,2015,2 -21,51781,0.03,0,4251021710,4317,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,3,4,54,Non-technology Related Job,422,MS,165,149,No,No,0.04,5857,836,0,2015,1 -21,51781,0.03,0,4251021710,4317,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,3,4,54,Non-technology Related Job,422,MS,165,149,No,No,0.04,2079,519,0,2015,2 -37,49810,0.05,0.02,4251049496,4318,Yes,Master or equivalent,Female,Yes,Single,58,\N,2,1,95,Technology Related Job,282,SD,168,9,No,No,0.25,4385,877,1,2015,1 -37,49810,0.05,0.02,4251049496,4318,Yes,Master or equivalent,Female,Yes,Single,58,\N,2,1,95,Technology Related Job,282,SD,168,9,No,No,0.25,7372,819,1,2015,2 -68,160710,0.03,0.02,4251081652,4319,Yes,PhD or equivalent,Male,No,Married,116,\N,3,7,13,Non-technology Related Job,454,TX,365,24,No,No,0.7,5095,849,1,2015,1 -68,160710,0.03,0.02,4251081652,4319,Yes,PhD or equivalent,Male,No,Married,116,\N,3,7,13,Non-technology Related Job,454,TX,365,24,No,No,0.7,2736,912,1,2015,2 -16,158739,0.05,0,4251096259,4320,Yes,High School or below,Male,No,Single,4,\N,1,5,53,Technology Related Job,315,GA,368,134,No,No,0.91,4456,742,0,2015,1 -16,158739,0.05,0,4251096259,4320,Yes,High School or below,Male,No,Single,4,\N,1,5,53,Technology Related Job,315,GA,368,134,No,No,0.91,2307,769,0,2015,2 -16,158739,0.05,0,4251096259,4320,Yes,High School or below,Male,No,Single,4,\N,1,5,53,Technology Related Job,315,GA,368,134,No,No,0.91,639,639,0,2015,3 -46,19640,0.03,0,4251096738,4321,Yes,High School or below,Female,Yes,Single,62,\N,3,2,72,Non-technology Related Job,487,ID,65,149,No,No,0.37,4330,866,0,2015,1 -46,19640,0.03,0,4251096738,4321,Yes,High School or below,Female,Yes,Single,62,\N,3,2,72,Non-technology Related Job,487,ID,65,149,No,No,0.37,5047,841,0,2015,2 -62,17669,0.05,0.02,4251022633,4322,Yes,High School or below,Male,Yes,Married,69,\N,1,0,12,Technology Related Job,347,NH,69,9,No,Yes,0.58,1360,680,0,2015,1 -62,17669,0.05,0.02,4251022633,4322,Yes,High School or below,Male,Yes,Married,69,\N,1,0,12,Technology Related Job,347,NH,69,9,No,Yes,0.58,3204,801,0,2015,2 -24,128569,0.03,0.02,4251045751,4323,Yes,High School or below,Female,Yes,Married,7,\N,2,5,31,Non-technology Related Job,20,NJ,266,24,No,No,0.04,5438,906,0,2015,1 -24,128569,0.03,0.02,4251045751,4323,Yes,High School or below,Female,Yes,Married,7,\N,2,5,31,Non-technology Related Job,20,NJ,266,24,No,No,0.04,9148,831,0,2015,2 -40,126598,0.06,0,4251029583,4324,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,1,3,71,Technology Related Job,380,WA,269,134,No,No,0.25,7423,742,0,2015,1 -40,126598,0.06,0,4251029583,4324,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,1,3,71,Technology Related Job,380,WA,269,134,No,No,0.25,2457,491,0,2015,2 -70,237498,0.04,0,4251087092,4325,Yes,Bachelor or equivalent,Male,No,Married,72,\N,2,0,90,Non-technology Related Job,52,WI,466,149,No,No,0.7,3069,613,0,2015,1 -70,237498,0.04,0,4251087092,4325,Yes,Bachelor or equivalent,Male,No,Married,72,\N,2,0,90,Non-technology Related Job,52,WI,466,149,No,No,0.7,5860,837,0,2015,2 -70,237498,0.04,0,4251087092,4325,Yes,Bachelor or equivalent,Male,No,Married,72,\N,2,0,90,Non-technology Related Job,52,WI,466,149,No,No,0.7,752,752,0,2015,3 -18,235527,0.06,0.02,4251015868,4326,Yes,Master or equivalent,Male,Yes,Single,80,\N,0,6,30,Technology Related Job,412,KS,469,9,No,No,0.91,1765,882,0,2015,1 -18,235527,0.06,0.02,4251015868,4326,Yes,Master or equivalent,Male,Yes,Single,80,\N,0,6,30,Technology Related Job,412,KS,469,9,No,No,0.91,3185,637,0,2015,2 -18,235527,0.06,0.02,4251015868,4326,Yes,Master or equivalent,Male,Yes,Single,80,\N,0,6,30,Technology Related Job,412,KS,469,9,No,No,0.91,888,888,0,2015,3 -49,96428,0.04,0.02,4251081544,4327,Yes,Master or equivalent,Female,Yes,Single,18,\N,2,3,49,Non-technology Related Job,85,LA,166,24,No,No,0.37,4277,611,0,2015,1 -49,96428,0.04,0.02,4251081544,4327,Yes,Master or equivalent,Female,Yes,Single,18,\N,2,3,49,Non-technology Related Job,85,LA,166,24,No,No,0.37,2021,673,0,2015,2 -65,94457,0.06,0,4251094639,4328,Yes,High School or below,Male,Yes,Married,25,\N,0,1,89,Technology Related Job,445,OH,170,134,No,No,0.58,2738,684,0,2015,1 -65,94457,0.06,0,4251094639,4328,Yes,High School or below,Male,Yes,Married,25,\N,0,1,89,Technology Related Job,445,OH,170,134,No,No,0.58,4255,531,0,2015,2 -27,205357,0.04,0,4251045354,4329,Yes,High School or below,Female,Yes,Single,83,\N,1,6,8,Non-technology Related Job,117,OK,367,149,No,No,0.04,5339,889,1,2015,1 -27,205357,0.04,0,4251045354,4329,Yes,High School or below,Female,Yes,Single,83,\N,1,6,8,Non-technology Related Job,117,OK,367,149,No,No,0.04,5215,1303,1,2015,2 -43,203386,0.06,0.02,4251100267,4330,Yes,High School or below,Female,Yes,Married,91,\N,0,4,48,Technology Related Job,477,AZ,370,9,No,No,0.25,4793,532,0,2015,1 -43,203386,0.06,0.02,4251100267,4330,Yes,High School or below,Female,Yes,Married,91,\N,0,4,48,Technology Related Job,477,AZ,370,9,No,No,0.25,3004,751,0,2015,2 -73,64286,0.04,0.02,4251033505,4331,Yes,High School or below,Male,Yes,Married,28,\N,1,2,67,Non-technology Related Job,150,CA,67,24,No,No,0.71,3603,720,0,2015,1 -73,64286,0.04,0.02,4251033505,4331,Yes,High School or below,Male,Yes,Married,28,\N,1,2,67,Non-technology Related Job,150,CA,67,24,No,No,0.71,4008,668,0,2015,2 -21,62315,0.07,0,4251083303,4332,Yes,Bachelor or equivalent,Female,Yes,Single,36,\N,0,7,7,Non-technology Related Job,10,MI,70,134,No,No,0.92,6699,1116,0,2015,1 -21,62315,0.07,0,4251083303,4332,Yes,Bachelor or equivalent,Female,Yes,Single,36,\N,0,7,7,Non-technology Related Job,10,MI,70,134,No,No,0.92,755,377,0,2015,2 -52,173216,0.05,0,4251091651,4333,Yes,Bachelor or equivalent,Female,No,Single,94,\N,1,5,26,Non-technology Related Job,182,MS,267,149,Yes,No,0.37,1932,644,0,2015,1 -52,173216,0.05,0,4251091651,4333,Yes,Bachelor or equivalent,Female,No,Single,94,\N,1,5,26,Non-technology Related Job,182,MS,267,149,Yes,No,0.37,2777,555,0,2015,2 -67,171245,0.07,0.02,4251039974,4334,Yes,Master or equivalent,Male,No,Single,101,\N,3,2,66,Non-technology Related Job,42,SD,271,9,No,No,0.58,3474,694,0,2015,1 -67,171245,0.07,0.02,4251039974,4334,Yes,Master or equivalent,Male,No,Single,101,\N,3,2,66,Non-technology Related Job,42,SD,271,9,No,No,0.58,4192,838,0,2015,2 -67,171245,0.07,0.02,4251039974,4334,Yes,Master or equivalent,Male,No,Single,101,\N,3,2,66,Non-technology Related Job,42,SD,271,9,No,No,0.58,330,330,0,2015,3 -30,32145,0.05,0.02,4251092083,4335,Yes,Master or equivalent,Female,Yes,Single,39,\N,1,0,85,Non-technology Related Job,215,TN,468,24,No,No,0.04,4797,685,0,2015,1 -30,32145,0.05,0.02,4251092083,4335,Yes,Master or equivalent,Female,Yes,Single,39,\N,1,0,85,Non-technology Related Job,215,TN,468,24,No,No,0.04,5204,650,0,2015,2 -46,30174,0.07,0,4251089674,4336,Yes,High School or below,Female,Yes,Married,47,\N,3,5,25,Non-technology Related Job,75,FL,471,134,No,No,0.25,4012,1003,0,2015,1 -46,30174,0.07,0,4251089674,4336,Yes,High School or below,Female,Yes,Married,47,\N,3,5,25,Non-technology Related Job,75,FL,471,134,No,No,0.25,2717,543,0,2015,2 -76,141075,0.05,0,4251070878,4337,Yes,High School or below,Male,Yes,Married,105,\N,0,3,43,Non-technology Related Job,247,HI,168,149,No,Yes,0.71,7553,839,0,2015,1 -76,141075,0.05,0,4251070878,4337,Yes,High School or below,Male,Yes,Married,105,\N,0,3,43,Non-technology Related Job,247,HI,168,149,No,Yes,0.71,5328,888,0,2015,2 -24,139103,0.07,0.02,4251089265,4338,Yes,High School or below,Female,Yes,Single,112,\N,3,0,84,Non-technology Related Job,108,NV,171,9,No,No,0.92,5202,867,0,2015,1 -24,139103,0.07,0.02,4251089265,4338,Yes,High School or below,Female,Yes,Single,112,\N,3,0,84,Non-technology Related Job,108,NV,171,9,No,No,0.92,4415,883,0,2015,2 -24,139103,0.07,0.02,4251089265,4338,Yes,High School or below,Female,Yes,Single,112,\N,3,0,84,Non-technology Related Job,108,NV,171,9,No,No,0.92,2454,1227,0,2015,3 -54,4,0.06,0.02,4251014692,4339,Yes,High School or below,Male,No,Single,50,\N,0,6,2,Non-technology Related Job,280,NJ,368,24,No,No,0.37,3869,773,0,2015,1 -54,4,0.06,0.02,4251014692,4339,Yes,High School or below,Male,No,Single,50,\N,0,6,2,Non-technology Related Job,280,NJ,368,24,No,No,0.37,1988,662,0,2015,2 -70,248033,0,0,4251092497,4340,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,3,3,43,Non-technology Related Job,140,WA,372,134,No,No,0.58,4995,713,0,2015,1 -70,248033,0,0,4251092497,4340,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,3,3,43,Non-technology Related Job,140,WA,372,134,No,No,0.58,3340,835,0,2015,2 -33,108933,0.06,0,4251046093,4341,Yes,Bachelor or equivalent,Female,Yes,Single,115,\N,0,1,61,Non-technology Related Job,313,WV,68,149,No,No,0.04,1247,623,0,2015,1 -33,108933,0.06,0,4251046093,4341,Yes,Bachelor or equivalent,Female,Yes,Single,115,\N,0,1,61,Non-technology Related Job,313,WV,68,149,No,No,0.04,1353,676,0,2015,2 -48,106962,0,0.02,4251063252,4342,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,2,6,2,Non-technology Related Job,173,IA,72,9,No,No,0.25,4113,1028,0,2015,1 -48,106962,0,0.02,4251063252,4342,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,2,6,2,Non-technology Related Job,173,IA,72,9,No,No,0.25,1438,1438,0,2015,3 -79,217863,0.06,0.02,4251054151,4343,Yes,Master or equivalent,Male,Yes,Married,61,\N,3,4,20,Non-technology Related Job,345,KY,269,24,No,No,0.71,7479,831,0,2015,1 -79,217863,0.06,0.02,4251054151,4343,Yes,Master or equivalent,Male,Yes,Married,61,\N,3,4,20,Non-technology Related Job,345,KY,269,24,No,No,0.71,2791,930,0,2015,2 -27,215892,0,0,4251061917,4344,Yes,PhD or equivalent,Female,Yes,Single,68,\N,2,1,61,Non-technology Related Job,205,ND,272,134,No,Yes,0.92,3409,681,1,2015,1 -27,215892,0,0,4251061917,4344,Yes,PhD or equivalent,Female,Yes,Single,68,\N,2,1,61,Non-technology Related Job,205,ND,272,134,No,Yes,0.92,1532,510,1,2015,2 -57,76792,0.06,0,4251046823,4345,Yes,High School or below,Male,Yes,Married,6,\N,3,7,79,Non-technology Related Job,378,OK,469,149,No,No,0.37,6714,671,0,2015,1 -57,76792,0.06,0,4251046823,4345,Yes,High School or below,Male,Yes,Married,6,\N,3,7,79,Non-technology Related Job,378,OK,469,149,No,No,0.37,5436,906,0,2015,2 -73,74821,0,0.02,4251049319,4346,Yes,High School or below,Male,Yes,Single,14,\N,2,4,20,Non-technology Related Job,238,AZ,472,9,No,No,0.59,7133,792,0,2015,1 -73,74821,0,0.02,4251049319,4346,Yes,High School or below,Male,Yes,Single,14,\N,2,4,20,Non-technology Related Job,238,AZ,472,9,No,No,0.59,5940,848,0,2015,2 -35,185721,0.07,0.02,4251052341,4347,Yes,High School or below,Female,Yes,Single,72,\N,3,2,38,Non-technology Related Job,410,AR,169,24,No,No,0.04,3550,710,1,2015,1 -35,185721,0.07,0.02,4251052341,4347,Yes,High School or below,Female,Yes,Single,72,\N,3,2,38,Non-technology Related Job,410,AR,169,24,No,No,0.04,2271,757,1,2015,2 -51,183750,0.01,0,4251080202,4348,Yes,High School or below,Female,No,Married,79,\N,1,0,79,Non-technology Related Job,270,MA,173,134,No,No,0.25,2009,1004,0,2015,1 -51,183750,0.01,0,4251080202,4348,Yes,High School or below,Female,No,Married,79,\N,1,0,79,Non-technology Related Job,270,MA,173,134,No,No,0.25,5620,624,0,2015,2 -14,44651,0.07,0,4251098838,4349,Yes,Bachelor or equivalent,Male,Yes,Married,17,\N,3,5,97,Non-technology Related Job,443,MN,370,149,No,No,0.71,7273,909,0,2015,1 -14,44651,0.07,0,4251098838,4349,Yes,Bachelor or equivalent,Male,Yes,Married,17,\N,3,5,97,Non-technology Related Job,443,MN,370,149,No,No,0.71,6683,742,0,2015,2 -58,98623,0.03,0.02,4251088298,4350,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,1,6,87,Non-technology Related Job,299,WI,471,238,No,Yes,0.85,5117,852,0,2015,1 -58,98623,0.03,0.02,4251088298,4350,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,1,6,87,Non-technology Related Job,299,WI,471,238,No,Yes,0.85,708,354,0,2015,2 -74,96652,0.05,0,4251092511,4351,Yes,Master or equivalent,Male,Yes,Married,119,\N,0,3,27,Non-technology Related Job,159,KS,474,98,No,No,0.06,2888,577,0,2015,1 -74,96652,0.05,0,4251092511,4351,Yes,Master or equivalent,Male,Yes,Married,119,\N,0,3,27,Non-technology Related Job,159,KS,474,98,No,No,0.06,2425,606,0,2015,2 -36,207552,0.04,0,4251013546,4352,Yes,Master or equivalent,Female,Yes,Married,57,\N,1,1,46,Non-technology Related Job,332,LA,171,113,No,No,0.51,5740,717,0,2015,1 -36,207552,0.04,0,4251013546,4352,Yes,Master or equivalent,Female,Yes,Married,57,\N,1,1,46,Non-technology Related Job,332,LA,171,113,No,No,0.51,5229,747,0,2015,2 -36,207552,0.04,0,4251013546,4352,Yes,Master or equivalent,Female,Yes,Married,57,\N,1,1,46,Non-technology Related Job,332,LA,171,113,No,No,0.51,1096,1096,0,2015,3 -52,205581,0.06,0.02,4251054490,4353,Yes,High School or below,Male,Yes,Married,64,\N,3,7,86,Non-technology Related Job,192,OH,174,223,No,No,0.72,938,469,0,2015,1 -52,205581,0.06,0.02,4251054490,4353,Yes,High School or below,Male,Yes,Married,64,\N,3,7,86,Non-technology Related Job,192,OH,174,223,No,No,0.72,3951,790,0,2015,2 -14,66481,0.04,0.02,4251084316,4354,Yes,High School or below,Female,Yes,Married,2,\N,1,4,4,Non-technology Related Job,364,OR,371,238,No,No,0.18,2068,517,0,2015,1 -14,66481,0.04,0.02,4251084316,4354,Yes,High School or below,Female,Yes,Married,2,\N,1,4,4,Non-technology Related Job,364,OR,371,238,No,No,0.18,1136,568,0,2015,2 -30,64510,0.06,0,4251018473,4355,Yes,High School or below,Female,Yes,Single,10,\N,3,2,45,Non-technology Related Job,224,AZ,375,98,No,No,0.39,6066,866,0,2015,1 -30,64510,0.06,0,4251018473,4355,Yes,High School or below,Female,Yes,Single,10,\N,3,2,45,Non-technology Related Job,224,AZ,375,98,No,No,0.39,5896,842,0,2015,2 -61,175411,0.04,0,4251072161,4356,Yes,High School or below,Male,Yes,Single,68,\N,0,7,63,Non-technology Related Job,397,CA,72,113,No,No,0.85,833,833,0,2015,1 -61,175411,0.04,0,4251072161,4356,Yes,High School or below,Male,Yes,Single,68,\N,0,7,63,Non-technology Related Job,397,CA,72,113,No,No,0.85,4783,956,0,2015,2 -76,173440,0.06,0.02,4251067166,4357,Yes,Bachelor or equivalent,Female,No,Married,75,\N,3,5,4,Non-technology Related Job,257,MI,75,223,No,Yes,0.06,3829,957,0,2015,1 -76,173440,0.06,0.02,4251067166,4357,Yes,Bachelor or equivalent,Female,No,Married,75,\N,3,5,4,Non-technology Related Job,257,MI,75,223,No,Yes,0.06,6190,1031,0,2015,2 -39,34340,0.04,0.02,4251038590,4358,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,2,22,Non-technology Related Job,429,MS,272,238,No,No,0.51,1886,471,0,2015,1 -39,34340,0.04,0.02,4251038590,4358,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,2,22,Non-technology Related Job,429,MS,272,238,No,No,0.51,1886,471,0,2015,2 -55,32369,0.06,0,4251026388,4359,Yes,Master or equivalent,Male,Yes,Married,21,\N,3,0,63,Non-technology Related Job,289,SD,275,98,No,No,0.72,1926,963,0,2015,1 -55,32369,0.06,0,4251026388,4359,Yes,Master or equivalent,Male,Yes,Married,21,\N,3,0,63,Non-technology Related Job,289,SD,275,98,No,No,0.72,3866,966,0,2015,2 -17,143269,0.05,0,4251040170,4360,Yes,Master or equivalent,Female,Yes,Married,78,\N,0,5,81,Non-technology Related Job,462,TX,472,113,Yes,No,0.18,1479,739,0,2015,1 -17,143269,0.05,0,4251040170,4360,Yes,Master or equivalent,Female,Yes,Married,78,\N,0,5,81,Non-technology Related Job,462,TX,472,113,Yes,No,0.18,4339,1084,0,2015,2 -33,141298,0.07,0.02,4251091062,4361,Yes,High School or below,Female,Yes,Single,86,\N,2,3,22,Non-technology Related Job,322,FL,476,223,No,No,0.39,2669,533,0,2015,1 -33,141298,0.07,0.02,4251091062,4361,Yes,High School or below,Female,Yes,Single,86,\N,2,3,22,Non-technology Related Job,322,FL,476,223,No,No,0.39,2027,405,0,2015,2 -63,2199,0.05,0.02,4251050851,4362,Yes,High School or below,Male,No,Single,24,\N,0,0,40,Non-technology Related Job,494,HI,173,238,No,No,0.85,6133,876,0,2015,1 -63,2199,0.05,0.02,4251050851,4362,Yes,High School or below,Male,No,Single,24,\N,0,0,40,Non-technology Related Job,494,HI,173,238,No,No,0.85,3786,540,0,2015,2 -79,228,0.07,0,4251018611,4363,Yes,High School or below,Female,No,Single,31,\N,2,6,81,Non-technology Related Job,355,NV,176,98,No,No,0.06,1171,585,0,2015,1 -79,228,0.07,0,4251018611,4363,Yes,High School or below,Female,No,Single,31,\N,2,6,81,Non-technology Related Job,355,NV,176,98,No,No,0.06,10080,916,0,2015,2 -42,111128,0.05,0,4251033195,4364,Yes,High School or below,Male,Yes,Single,89,\N,3,4,99,Non-technology Related Job,27,NJ,373,113,No,No,0.52,3319,663,0,2015,1 -42,111128,0.05,0,4251033195,4364,Yes,High School or below,Male,Yes,Single,89,\N,3,4,99,Non-technology Related Job,27,NJ,373,113,No,No,0.52,5922,1184,0,2015,2 -57,109157,0.07,0.02,4251073436,4365,Yes,Bachelor or equivalent,Male,Yes,Married,97,\N,2,1,40,Non-technology Related Job,387,WA,376,223,No,No,0.73,4403,629,0,2015,1 -57,109157,0.07,0.02,4251073436,4365,Yes,Bachelor or equivalent,Male,Yes,Married,97,\N,2,1,40,Non-technology Related Job,387,WA,376,223,No,No,0.73,5982,664,0,2015,2 -20,220058,0.05,0.02,4251087430,4366,Yes,Bachelor or equivalent,Female,Yes,Married,35,\N,3,7,58,Non-technology Related Job,60,WI,73,238,No,No,0.18,1949,649,0,2015,1 -20,220058,0.05,0.02,4251087430,4366,Yes,Bachelor or equivalent,Female,Yes,Married,35,\N,3,7,58,Non-technology Related Job,60,WI,73,238,No,No,0.18,7795,1113,0,2015,2 -36,218087,0,0,4251068056,4367,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,1,4,98,Non-technology Related Job,420,IA,76,98,No,No,0.39,771,771,0,2015,1 -36,218087,0,0,4251068056,4367,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,1,4,98,Non-technology Related Job,420,IA,76,98,No,No,0.39,4203,840,0,2015,2 -36,218087,0,0,4251068056,4367,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,1,4,98,Non-technology Related Job,420,IA,76,98,No,No,0.39,498,498,0,2015,3 -66,78987,0.06,0,4251060693,4368,Yes,Master or equivalent,Male,Yes,Single,100,\N,3,2,17,Others,92,KY,273,113,No,No,0.85,1512,378,0,2015,1 -66,78987,0.06,0,4251060693,4368,Yes,Master or equivalent,Male,Yes,Single,100,\N,3,2,17,Others,92,KY,273,113,No,No,0.85,1243,414,0,2015,2 -14,77016,0,0.02,4251037598,4369,Yes,High School or below,Female,Yes,Single,107,\N,1,7,57,Non-technology Related Job,452,ND,277,223,No,No,0.06,1271,1271,0,2015,1 -14,77016,0,0.02,4251037598,4369,Yes,High School or below,Female,Yes,Single,107,\N,1,7,57,Non-technology Related Job,452,ND,277,223,No,No,0.06,4241,848,0,2015,2 -44,187916,0.06,0.02,4251008652,4370,Yes,High School or below,Male,Yes,Single,45,\N,2,5,76,Others,125,OK,474,238,No,No,0.52,2842,568,0,2015,1 -44,187916,0.06,0.02,4251008652,4370,Yes,High School or below,Male,Yes,Single,45,\N,2,5,76,Others,125,OK,474,238,No,No,0.52,5754,719,0,2015,2 -60,185945,0,0,4251009337,4371,Yes,High School or below,Male,No,Married,53,\N,1,2,16,Non-technology Related Job,485,AZ,477,98,No,No,0.73,1891,630,0,2015,1 -60,185945,0,0,4251009337,4371,Yes,High School or below,Male,No,Married,53,\N,1,2,16,Non-technology Related Job,485,AZ,477,98,No,No,0.73,3371,1123,0,2015,2 -23,46846,0.06,0,4251037228,4372,Yes,High School or below,Female,Yes,Married,111,\N,2,0,35,Others,157,CA,174,113,No,Yes,0.18,6127,875,1,2015,1 -23,46846,0.06,0,4251037228,4372,Yes,High School or below,Female,Yes,Married,111,\N,2,0,35,Others,157,CA,174,113,No,Yes,0.18,3627,725,1,2015,2 -39,44875,0,0.02,4251065371,4373,Yes,High School or below,Female,Yes,Single,118,\N,1,5,75,Non-technology Related Job,17,MA,177,223,No,No,0.39,3826,546,0,2015,1 -39,44875,0,0.02,4251065371,4373,Yes,High School or below,Female,Yes,Single,118,\N,1,5,75,Non-technology Related Job,17,MA,177,223,No,No,0.39,2491,622,0,2015,2 -39,44875,0,0.02,4251065371,4373,Yes,High School or below,Female,Yes,Single,118,\N,1,5,75,Non-technology Related Job,17,MA,177,223,No,No,0.39,1338,1338,0,2015,3 -69,155775,0.06,0.02,4251069131,4374,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,2,3,94,Others,190,MN,374,238,No,No,0.85,5294,529,0,2015,1 -69,155775,0.06,0.02,4251069131,4374,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,2,3,94,Others,190,MN,374,238,No,No,0.85,7015,779,0,2015,2 -69,155775,0.06,0.02,4251069131,4374,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,2,3,94,Others,190,MN,374,238,No,No,0.85,93,93,0,2015,3 -17,153804,0.01,0,4251033844,4375,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,0,0,34,Non-technology Related Job,50,SC,378,98,No,No,0.06,6303,787,0,2015,1 -17,153804,0.01,0,4251033844,4375,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,0,0,34,Non-technology Related Job,50,SC,378,98,No,No,0.06,3896,1298,0,2015,2 -47,14704,0.07,0,4251011088,4376,Yes,Bachelor or equivalent,Male,No,Single,2,\N,2,6,53,Others,222,TN,75,113,No,No,0.52,6079,759,0,2015,1 -47,14704,0.07,0,4251011088,4376,Yes,Bachelor or equivalent,Male,No,Single,2,\N,2,6,53,Others,222,TN,75,113,No,No,0.52,7894,986,0,2015,2 -63,12733,0.01,0.02,4251091035,4377,Yes,PhD or equivalent,Male,No,Married,9,\N,0,3,93,Non-technology Related Job,82,FL,78,223,No,No,0.73,1130,282,1,2015,1 -63,12733,0.01,0.02,4251091035,4377,Yes,PhD or equivalent,Male,No,Married,9,\N,0,3,93,Non-technology Related Job,82,FL,78,223,No,No,0.73,3859,964,1,2015,2 -25,123634,0.07,0.02,4251083077,4378,Yes,High School or below,Female,Yes,Married,67,\N,1,1,12,Others,255,HI,275,238,No,No,0.18,6702,670,0,2015,1 -25,123634,0.07,0.02,4251083077,4378,Yes,High School or below,Female,Yes,Married,67,\N,1,1,12,Others,255,HI,275,238,No,No,0.18,2390,796,0,2015,2 -41,121663,0.01,0,4251057899,4379,Yes,High School or below,Female,Yes,Married,74,\N,0,6,52,Non-technology Related Job,115,NV,278,98,No,Yes,0.4,2555,638,0,2015,1 -41,121663,0.01,0,4251057899,4379,Yes,High School or below,Female,Yes,Married,74,\N,0,6,52,Non-technology Related Job,115,NV,278,98,No,Yes,0.4,3562,593,0,2015,2 -72,232563,0.07,0,4251099759,4380,Yes,High School or below,Male,Yes,Married,12,\N,1,4,71,Others,287,NH,475,113,No,No,0.85,3646,607,0,2015,1 -72,232563,0.07,0,4251099759,4380,Yes,High School or below,Male,Yes,Married,12,\N,1,4,71,Others,287,NH,475,113,No,No,0.85,4039,1009,0,2015,2 -20,230592,0.01,0.02,4251008698,4381,Yes,High School or below,Female,Yes,Single,20,\N,0,2,11,Non-technology Related Job,148,VA,479,223,No,No,0.06,6933,990,0,2015,1 -20,230592,0.01,0.02,4251008698,4381,Yes,High School or below,Female,Yes,Single,20,\N,0,2,11,Non-technology Related Job,148,VA,479,223,No,No,0.06,2727,909,0,2015,2 -50,91493,0,0.02,4251071939,4382,Yes,High School or below,Male,No,Single,78,\N,1,7,29,Others,320,WV,176,238,Yes,No,0.52,1171,390,0,2015,1 -50,91493,0,0.02,4251071939,4382,Yes,High School or below,Male,No,Single,78,\N,1,7,29,Others,320,WV,176,238,Yes,No,0.52,4274,854,0,2015,2 -66,89522,0.02,0,4251036454,4383,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,3,5,70,Non-technology Related Job,180,IA,179,98,No,No,0.73,3327,1109,0,2015,1 -66,89522,0.02,0,4251036454,4383,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,3,5,70,Non-technology Related Job,180,IA,179,98,No,No,0.73,5407,600,0,2015,2 -28,200422,0,0,4251019336,4384,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,0,2,88,Others,353,KY,376,113,No,No,0.19,3862,551,0,2015,1 -28,200422,0,0,4251019336,4384,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,0,2,88,Others,353,KY,376,113,No,No,0.19,598,299,0,2015,2 -44,198451,0.02,0.02,4251048565,4385,Yes,Master or equivalent,Female,No,Married,31,\N,3,0,29,Non-technology Related Job,213,ND,379,223,No,No,0.4,4869,608,0,2015,1 -44,198451,0.02,0.02,4251048565,4385,Yes,Master or equivalent,Female,No,Married,31,\N,3,0,29,Non-technology Related Job,213,ND,379,223,No,No,0.4,5660,808,0,2015,2 -74,59351,0,0.02,4251036067,4386,Yes,PhD or equivalent,Male,Yes,Married,88,\N,0,5,47,Others,385,OH,76,238,No,No,0.85,2010,335,0,2015,1 -74,59351,0,0.02,4251036067,4386,Yes,PhD or equivalent,Male,Yes,Married,88,\N,0,5,47,Others,385,OH,76,238,No,No,0.85,6594,824,0,2015,2 -22,57380,0.02,0,4251061435,4387,Yes,High School or below,Female,Yes,Single,96,\N,3,3,88,Non-technology Related Job,245,AK,80,98,No,No,0.06,3510,702,0,2015,1 -22,57380,0.02,0,4251061435,4387,Yes,High School or below,Female,Yes,Single,96,\N,3,3,88,Non-technology Related Job,245,AK,80,98,No,No,0.06,3072,1024,0,2015,2 -53,168281,0,0,4251016899,4388,Yes,High School or below,Male,Yes,Single,34,\N,0,0,6,Others,418,AR,276,113,No,No,0.52,3225,645,0,2015,1 -53,168281,0,0,4251016899,4388,Yes,High School or below,Male,Yes,Single,34,\N,0,0,6,Others,418,AR,276,113,No,No,0.52,6832,759,0,2015,2 -69,166310,0.02,0.02,4251086505,4389,Yes,High School or below,Male,Yes,Single,41,\N,2,6,47,Non-technology Related Job,278,MA,280,223,No,No,0.73,3765,627,0,2015,1 -69,166310,0.02,0.02,4251086505,4389,Yes,High School or below,Male,Yes,Single,41,\N,2,6,47,Non-technology Related Job,278,MA,280,223,No,No,0.73,6642,948,0,2015,2 -31,27210,0.01,0.02,4251071193,4390,Yes,High School or below,Female,No,Single,99,\N,0,3,65,Others,450,MN,477,238,No,No,0.19,3622,603,1,2015,1 -31,27210,0.01,0.02,4251071193,4390,Yes,High School or below,Female,No,Single,99,\N,0,3,65,Others,450,MN,477,238,No,No,0.19,3426,685,1,2015,2 -47,25239,0.03,0,4251097134,4391,Yes,Bachelor or equivalent,Male,No,Married,107,\N,2,1,6,Non-technology Related Job,310,SC,480,98,No,No,0.4,5900,842,0,2015,1 -47,25239,0.03,0,4251097134,4391,Yes,Bachelor or equivalent,Male,No,Married,107,\N,2,1,6,Non-technology Related Job,310,SC,480,98,No,No,0.4,3823,764,0,2015,2 -77,136139,0.01,0,4251015347,4392,Yes,Bachelor or equivalent,Female,Yes,Married,45,\N,3,7,24,Others,483,SD,177,113,No,Yes,0.85,3856,771,0,2015,1 -77,136139,0.01,0,4251015347,4392,Yes,Bachelor or equivalent,Female,Yes,Married,45,\N,3,7,24,Others,483,SD,177,113,No,Yes,0.85,7166,796,0,2015,2 -25,134168,0.03,0.02,4251075669,4393,Yes,Master or equivalent,Female,Yes,Single,52,\N,2,4,65,Non-technology Related Job,343,DE,180,223,No,No,0.07,4823,1205,0,2015,1 -25,134168,0.03,0.02,4251075669,4393,Yes,Master or equivalent,Female,Yes,Single,52,\N,2,4,65,Non-technology Related Job,343,DE,180,223,No,No,0.07,5846,649,0,2015,2 -56,245069,0.01,0.02,4251026292,4394,Yes,Master or equivalent,Male,Yes,Married,110,\N,3,2,83,Others,15,GA,377,238,No,No,0.52,1430,357,0,2015,1 -56,245069,0.01,0.02,4251026292,4394,Yes,Master or equivalent,Male,Yes,Married,110,\N,3,2,83,Others,15,GA,377,238,No,No,0.52,1278,319,0,2015,2 -71,243098,0.03,0,4251096031,4395,Yes,High School or below,Male,Yes,Single,117,\N,2,7,23,Non-technology Related Job,375,NE,381,98,No,No,0.73,2381,595,0,2015,1 -71,243098,0.03,0,4251096031,4395,Yes,High School or below,Male,Yes,Single,117,\N,2,7,23,Non-technology Related Job,375,NE,381,98,No,No,0.73,1154,577,0,2015,2 -34,103998,0.01,0,4251058209,4396,Yes,High School or below,Female,No,Single,55,\N,3,5,42,Others,48,NH,78,113,No,No,0.19,4178,835,1,2015,1 -34,103998,0.01,0,4251058209,4396,Yes,High School or below,Female,No,Single,55,\N,3,5,42,Others,48,NH,78,113,No,No,0.19,5711,951,1,2015,2 -50,102027,0.03,0.02,4251010236,4397,Yes,High School or below,Male,Yes,Married,63,\N,1,2,82,Non-technology Related Job,408,VA,81,223,No,No,0.4,3514,878,0,2015,1 -50,102027,0.03,0.02,4251010236,4397,Yes,High School or below,Male,Yes,Married,63,\N,1,2,82,Non-technology Related Job,408,VA,81,223,No,No,0.4,7769,706,0,2015,2 -12,212927,0.02,0.02,4251071735,4398,Yes,High School or below,Female,Yes,Married,1,\N,3,0,1,Others,80,WA,278,238,No,No,0.86,2691,672,1,2015,1 -12,212927,0.02,0.02,4251071735,4398,Yes,High School or below,Female,Yes,Married,1,\N,3,0,1,Others,80,WA,278,238,No,No,0.86,4505,901,1,2015,2 -28,210956,0.04,0,4251022273,4399,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,1,5,41,Non-technology Related Job,441,IN,281,98,No,No,0.07,5140,1028,0,2015,1 -28,210956,0.04,0,4251022273,4399,Yes,Bachelor or equivalent,Female,Yes,Married,8,\N,1,5,41,Non-technology Related Job,441,IN,281,98,No,No,0.07,2030,1015,0,2015,2 -58,71857,0.02,0,4251039294,4400,Yes,Bachelor or equivalent,Male,Yes,Married,66,\N,2,3,60,Others,113,KS,478,113,No,No,0.52,5808,829,0,2015,1 -58,71857,0.02,0,4251039294,4400,Yes,Bachelor or equivalent,Male,Yes,Married,66,\N,2,3,60,Others,113,KS,478,113,No,No,0.52,3993,798,0,2015,2 -74,69886,0.04,0.02,4251066680,4401,Yes,Master or equivalent,Male,Yes,Single,74,\N,1,0,0,Non-technology Related Job,473,NC,482,223,No,Yes,0.73,5341,890,0,2015,1 -74,69886,0.04,0.02,4251066680,4401,Yes,Master or equivalent,Male,Yes,Single,74,\N,1,0,0,Non-technology Related Job,473,NC,482,223,No,Yes,0.73,2415,402,0,2015,2 -37,180786,0.02,0.02,4251065277,4402,Yes,Master or equivalent,Female,Yes,Single,12,\N,2,6,19,Others,146,OH,179,238,No,No,0.19,2971,990,1,2015,1 -37,180786,0.02,0.02,4251065277,4402,Yes,Master or equivalent,Female,Yes,Single,12,\N,2,6,19,Others,146,OH,179,238,No,No,0.19,3561,712,1,2015,2 -52,178815,0.04,0,4251039913,4403,Yes,High School or below,Male,Yes,Married,19,\N,1,3,59,Non-technology Related Job,6,AK,182,98,No,No,0.4,3267,544,0,2015,1 -52,178815,0.04,0,4251039913,4403,Yes,High School or below,Male,Yes,Married,19,\N,1,3,59,Non-technology Related Job,6,AK,182,98,No,No,0.4,4650,581,0,2015,2 -15,39716,0.02,0,4251030697,4404,Yes,High School or below,Female,No,Single,77,\N,2,1,78,Others,178,AZ,379,113,No,No,0.86,4834,690,0,2015,1 -15,39716,0.02,0,4251030697,4404,Yes,High School or below,Female,No,Single,77,\N,2,1,78,Others,178,AZ,379,113,No,No,0.86,2863,715,0,2015,2 -15,39716,0.02,0,4251030697,4404,Yes,High School or below,Female,No,Single,77,\N,2,1,78,Others,178,AZ,379,113,No,No,0.86,1177,588,0,2015,3 -31,37745,0.04,0.02,4251068127,4405,Yes,High School or below,Female,No,Married,84,\N,0,6,18,Non-technology Related Job,38,MD,382,223,No,No,0.07,2960,592,0,2015,1 -31,37745,0.04,0.02,4251068127,4405,Yes,High School or below,Female,No,Married,84,\N,0,6,18,Non-technology Related Job,38,MD,382,223,No,No,0.07,2244,748,0,2015,2 -61,148645,0.03,0.02,4251099705,4406,Yes,High School or below,Male,Yes,Married,22,\N,1,4,37,Others,211,MI,79,238,No,No,0.52,2406,1203,0,2015,1 -61,148645,0.03,0.02,4251099705,4406,Yes,High School or below,Male,Yes,Married,22,\N,1,4,37,Others,211,MI,79,238,No,No,0.52,4046,578,0,2015,2 -77,146674,0.05,0,4251038448,4407,No,Bachelor or equivalent,Male,Yes,Single,30,\N,0,1,77,Non-technology Related Job,71,RI,83,98,Yes,No,0.73,9455,727,0,2015,1 -77,146674,0.05,0,4251038448,4407,No,Bachelor or equivalent,Male,Yes,Single,30,\N,0,1,77,Non-technology Related Job,71,RI,83,98,Yes,No,0.73,3994,998,0,2015,2 -39,7574,0.03,0,4251042905,4408,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,1,7,96,Others,243,SD,280,113,No,No,0.19,2522,630,1,2015,1 -39,7574,0.03,0,4251042905,4408,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,1,7,96,Others,243,SD,280,113,No,No,0.19,2903,483,1,2015,2 -55,5603,0.05,0.01,4251027464,4409,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,0,5,36,Non-technology Related Job,103,DE,283,223,No,No,0.4,11672,778,0,2015,1 -55,5603,0.05,0.01,4251027464,4409,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,0,5,36,Non-technology Related Job,103,DE,283,223,No,No,0.4,946,473,0,2015,2 -55,5603,0.05,0.01,4251027464,4409,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,0,5,36,Non-technology Related Job,103,DE,283,223,No,No,0.4,496,496,0,2015,3 -18,116504,0.03,0.02,4251044857,4410,Yes,Master or equivalent,Female,No,Single,33,\N,1,2,55,Others,276,FL,480,238,No,No,0.86,1677,838,0,2015,1 -18,116504,0.03,0.02,4251044857,4410,Yes,Master or equivalent,Female,No,Single,33,\N,1,2,55,Others,276,FL,480,238,No,No,0.86,1318,439,0,2015,2 -34,114533,0.05,0.03,4251037027,4411,Yes,PhD or equivalent,Female,Yes,Married,41,\N,3,0,95,Non-technology Related Job,136,MT,483,98,No,No,0.07,2950,737,0,2015,1 -34,114533,0.05,0.03,4251037027,4411,Yes,PhD or equivalent,Female,Yes,Married,41,\N,3,0,95,Non-technology Related Job,136,MT,483,98,No,No,0.07,6247,892,0,2015,2 -64,225433,0.03,0,4251052427,4412,Yes,High School or below,Male,Yes,Married,99,\N,1,5,13,Others,308,NV,180,113,No,No,0.53,3235,808,0,2015,1 -64,225433,0.03,0,4251052427,4412,Yes,High School or below,Male,Yes,Married,99,\N,1,5,13,Others,308,NV,180,113,No,No,0.53,2781,556,0,2015,2 -12,223462,0.05,0.01,4251072407,4413,Yes,High School or below,Male,Yes,Single,106,\N,3,3,54,Non-technology Related Job,168,VT,184,223,No,No,0.74,4131,688,0,2015,1 -12,223462,0.05,0.01,4251072407,4413,Yes,High School or below,Male,Yes,Single,106,\N,3,3,54,Non-technology Related Job,168,VT,184,223,No,No,0.74,4914,819,0,2015,2 -12,223462,0.05,0.01,4251072407,4413,Yes,High School or below,Male,Yes,Single,106,\N,3,3,54,Non-technology Related Job,168,VT,184,223,No,No,0.74,1141,1141,0,2015,3 -42,84362,0.04,0.02,4251024681,4414,Yes,High School or below,Female,Yes,Married,44,\N,0,0,72,Others,341,WA,380,238,No,Yes,0.19,6432,643,0,2015,1 -42,84362,0.04,0.02,4251024681,4414,Yes,High School or below,Female,Yes,Married,44,\N,0,0,72,Others,341,WA,380,238,No,Yes,0.19,1083,541,0,2015,2 -42,84362,0.04,0.02,4251024681,4414,Yes,High School or below,Female,Yes,Married,44,\N,0,0,72,Others,341,WA,380,238,No,Yes,0.19,1496,748,0,2015,3 -58,82391,0.06,0.03,4251033019,4415,Yes,High School or below,Male,Yes,Single,51,\N,3,6,13,Non-technology Related Job,201,IN,384,98,No,No,0.4,4090,818,0,2015,1 -58,82391,0.06,0.03,4251033019,4415,Yes,High School or below,Male,Yes,Single,51,\N,3,6,13,Non-technology Related Job,201,IN,384,98,No,No,0.4,2190,1095,0,2015,2 -60,137349,0.01,0.03,4251072372,4416,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,0,0,82,Others,377,CO,483,133,No,No,0.93,6677,741,0,2015,1 -60,137349,0.01,0.03,4251072372,4416,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,0,0,82,Others,377,CO,483,133,No,No,0.93,2754,688,0,2015,2 -23,248249,0.07,0.03,4251049330,4417,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,1,6,1,Others,50,DE,180,148,No,No,0.39,2898,579,1,2015,1 -23,248249,0.07,0.03,4251049330,4417,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,1,6,1,Others,50,DE,180,148,No,No,0.39,1175,587,1,2015,2 -39,246278,0.02,0.01,4251095697,4418,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,0,3,41,Others,410,MO,183,8,No,No,0.6,2015,671,0,2015,1 -39,246278,0.02,0.01,4251095697,4418,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,0,3,41,Others,410,MO,183,8,No,No,0.6,2663,665,0,2015,2 -69,107179,0,0.01,4251010357,4419,Yes,Master or equivalent,Male,Yes,Single,25,\N,1,1,60,Others,82,NE,380,23,No,No,0.06,5131,641,0,2015,1 -17,105208,0.02,0.03,4251017998,4420,Yes,High School or below,Male,Yes,Married,33,\N,0,6,0,Others,442,UT,384,133,No,No,0.27,3174,1058,0,2015,1 -17,105208,0.02,0.03,4251017998,4420,Yes,High School or below,Male,Yes,Married,33,\N,0,6,0,Others,442,UT,384,133,No,No,0.27,4603,657,0,2015,2 -47,216108,0,0.03,4251042941,4421,Yes,High School or below,Female,Yes,Single,91,\N,1,4,19,Others,115,VT,81,148,No,No,0.72,6731,611,0,2015,1 -47,216108,0,0.03,4251042941,4421,Yes,High School or below,Female,Yes,Single,91,\N,1,4,19,Others,115,VT,81,148,No,No,0.72,2413,482,0,2015,2 -63,214137,0.02,0.01,4251045931,4422,Yes,High School or below,Female,Yes,Married,98,\N,3,1,59,Others,475,ID,84,8,Yes,No,0.94,3022,604,0,2015,1 -63,214137,0.02,0.01,4251045931,4422,Yes,High School or below,Female,Yes,Married,98,\N,3,1,59,Others,475,ID,84,8,Yes,No,0.94,1712,570,0,2015,2 -25,75037,0,0.01,4251093847,4423,Yes,High School or below,Male,Yes,Married,36,\N,1,7,77,Others,147,IN,281,23,No,No,0.39,4202,1050,0,2015,1 -25,75037,0,0.01,4251093847,4423,Yes,High School or below,Male,Yes,Married,36,\N,1,7,77,Others,147,IN,281,23,No,No,0.39,1836,459,0,2015,2 -41,73066,0.02,0.03,4251083371,4424,Yes,High School or below,Female,No,Single,44,\N,3,4,18,Others,7,NM,284,133,No,No,0.6,980,490,0,2015,1 -41,73066,0.02,0.03,4251083371,4424,Yes,High School or below,Female,No,Single,44,\N,3,4,18,Others,7,NM,284,133,No,No,0.6,510,510,0,2015,2 -72,183967,0,0.03,4251068273,4425,Yes,Bachelor or equivalent,Male,Yes,Single,102,\N,0,2,36,Others,180,NC,481,148,No,Yes,0.06,1877,938,0,2015,1 -72,183967,0,0.03,4251068273,4425,Yes,Bachelor or equivalent,Male,Yes,Single,102,\N,0,2,36,Others,180,NC,481,148,No,Yes,0.06,4046,674,0,2015,2 -20,181996,0.03,0.01,4251047662,4426,Yes,Bachelor or equivalent,Male,Yes,Single,109,\N,3,7,77,Others,40,WY,485,8,No,No,0.27,2791,697,0,2015,1 -20,181996,0.03,0.01,4251047662,4426,Yes,Bachelor or equivalent,Male,Yes,Single,109,\N,3,7,77,Others,40,WY,485,8,No,No,0.27,5113,639,0,2015,2 -20,181996,0.03,0.01,4251047662,4426,Yes,Bachelor or equivalent,Male,Yes,Single,109,\N,3,7,77,Others,40,WY,485,8,No,No,0.27,175,175,0,2015,3 -50,42896,0.01,0.01,4251078246,4427,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,0,5,95,Others,212,AL,182,23,No,No,0.73,6173,771,0,2015,1 -50,42896,0.01,0.01,4251078246,4427,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,0,5,95,Others,212,AL,182,23,No,No,0.73,4038,807,0,2015,2 -66,40925,0.03,0.03,4251035367,4428,Yes,PhD or equivalent,Male,Yes,Married,55,\N,2,2,36,Others,73,LA,185,133,No,No,0.94,4020,1005,0,2015,1 -66,40925,0.03,0.03,4251035367,4428,Yes,PhD or equivalent,Male,Yes,Married,55,\N,2,2,36,Others,73,LA,185,133,No,No,0.94,3755,938,0,2015,2 -28,151825,0.01,0.03,4251071692,4429,Yes,High School or below,Female,No,Married,112,\N,0,0,54,Others,245,MD,382,148,No,No,0.39,6127,875,1,2015,1 -28,151825,0.01,0.03,4251071692,4429,Yes,High School or below,Female,No,Married,112,\N,0,0,54,Others,245,MD,382,148,No,No,0.39,426,213,1,2015,2 -44,149854,0.03,0.01,4251047634,4430,Yes,High School or below,Female,Yes,Single,0,\N,2,5,95,Others,105,OR,385,8,No,No,0.6,3117,779,0,2015,1 -44,149854,0.03,0.01,4251047634,4430,Yes,High School or below,Female,Yes,Single,0,\N,2,5,95,Others,105,OR,385,8,No,No,0.6,3166,791,0,2015,2 -44,149854,0.03,0.01,4251047634,4430,Yes,High School or below,Female,Yes,Single,0,\N,2,5,95,Others,105,OR,385,8,No,No,0.6,856,856,0,2015,3 -74,10755,0.01,0.01,4251047638,4431,Yes,High School or below,Male,Yes,Married,58,\N,3,3,13,Others,278,RI,82,23,No,No,0.06,3144,628,0,2015,1 -74,10755,0.01,0.01,4251047638,4431,Yes,High School or below,Male,Yes,Married,58,\N,3,3,13,Others,278,RI,82,23,No,No,0.06,3726,532,0,2015,2 -74,10755,0.01,0.01,4251047638,4431,Yes,High School or below,Male,Yes,Married,58,\N,3,3,13,Others,278,RI,82,23,No,No,0.06,676,676,0,2015,3 -22,8784,0.03,0.03,4251010422,4432,Yes,High School or below,Male,Yes,Single,65,\N,2,0,54,Others,138,CO,86,133,No,Yes,0.27,3751,535,0,2015,1 -22,8784,0.03,0.03,4251010422,4432,Yes,High School or below,Male,Yes,Single,65,\N,2,0,54,Others,138,CO,86,133,No,Yes,0.27,3321,1107,0,2015,2 -53,119684,0.01,0.03,4251014022,4433,Yes,High School or below,Female,Yes,Single,3,\N,3,6,72,Others,310,CT,283,148,No,No,0.73,3204,640,0,2015,1 -53,119684,0.01,0.03,4251014022,4433,Yes,High School or below,Female,Yes,Single,3,\N,3,6,72,Others,310,CT,283,148,No,No,0.73,5981,747,0,2015,2 -69,117713,0.04,0.01,4251072689,4434,Yes,Bachelor or equivalent,Male,Yes,Married,11,\N,2,4,13,Others,170,MS,286,8,No,No,0.94,4676,1169,0,2015,1 -69,117713,0.04,0.01,4251072689,4434,Yes,Bachelor or equivalent,Male,Yes,Married,11,\N,2,4,13,Others,170,MS,286,8,No,No,0.94,1429,714,0,2015,2 -31,228614,0.02,0.01,4251024585,4435,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,3,1,31,Others,343,MT,483,23,No,No,0.39,3788,947,0,2015,1 -31,228614,0.02,0.01,4251024585,4435,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,3,1,31,Others,343,MT,483,23,No,No,0.39,535,535,0,2015,2 -47,226643,0.04,0.03,4251055583,4436,Yes,Master or equivalent,Female,Yes,Married,76,\N,1,7,71,Others,203,TX,486,133,No,No,0.6,3807,761,0,2015,1 -47,226643,0.04,0.03,4251055583,4436,Yes,Master or equivalent,Female,Yes,Married,76,\N,1,7,71,Others,203,TX,486,133,No,No,0.6,3007,1002,0,2015,2 -77,87543,0.02,0.03,4251032339,4437,Yes,PhD or equivalent,Male,Yes,Married,14,\N,3,4,90,Others,375,VT,183,148,No,No,0.06,1854,463,0,2015,1 -77,87543,0.02,0.03,4251032339,4437,Yes,PhD or equivalent,Male,Yes,Married,14,\N,3,4,90,Others,375,VT,183,148,No,No,0.06,4588,1147,0,2015,2 -77,87543,0.02,0.03,4251032339,4437,Yes,PhD or equivalent,Male,Yes,Married,14,\N,3,4,90,Others,375,VT,183,148,No,No,0.06,526,526,0,2015,3 -25,85572,0.04,0.01,4251092886,4438,Yes,High School or below,Male,No,Single,21,\N,1,2,30,Others,235,ID,186,8,No,No,0.27,6662,951,0,2015,1 -25,85572,0.04,0.01,4251092886,4438,Yes,High School or below,Male,No,Single,21,\N,1,2,30,Others,235,ID,186,8,No,No,0.27,2928,732,0,2015,2 -56,196472,0.02,0.01,4251076490,4439,Yes,High School or below,Female,Yes,Single,79,\N,2,7,49,Others,408,IN,383,23,No,No,0.73,3177,635,0,2015,1 -56,196472,0.02,0.01,4251076490,4439,Yes,High School or below,Female,Yes,Single,79,\N,2,7,49,Others,408,IN,383,23,No,No,0.73,3484,696,0,2015,2 -71,194501,0.04,0.03,4251061852,4440,Yes,High School or below,Male,Yes,Married,87,\N,1,5,89,Others,268,NJ,387,133,No,No,0.94,7077,707,0,2015,1 -71,194501,0.04,0.03,4251061852,4440,Yes,High School or below,Male,Yes,Married,87,\N,1,5,89,Others,268,NJ,387,133,No,No,0.94,3965,1321,0,2015,2 -71,194501,0.04,0.03,4251061852,4440,Yes,High School or below,Male,Yes,Married,87,\N,1,5,89,Others,268,NJ,387,133,No,No,0.94,158,158,0,2015,3 -34,55402,0.03,0.03,4251078014,4441,Yes,High School or below,Female,Yes,Single,25,\N,2,2,8,Others,440,NY,84,148,No,No,0.4,5041,560,1,2015,1 -34,55402,0.03,0.03,4251078014,4441,Yes,High School or below,Female,Yes,Single,25,\N,2,2,8,Others,440,NY,84,148,No,No,0.4,2720,680,1,2015,2 -34,55402,0.03,0.03,4251078014,4441,Yes,High School or below,Female,Yes,Single,25,\N,2,2,8,Others,440,NY,84,148,No,No,0.4,18,18,1,2015,3 -50,53431,0.05,0.01,4251072646,4442,Yes,Bachelor or equivalent,Female,Yes,Married,32,\N,1,0,48,Others,300,WI,87,8,No,No,0.61,1872,936,0,2015,1 -50,53431,0.05,0.01,4251072646,4442,Yes,Bachelor or equivalent,Female,Yes,Married,32,\N,1,0,48,Others,300,WI,87,8,No,No,0.61,744,372,0,2015,2 -12,164331,0.03,0.01,4251009889,4443,Yes,Bachelor or equivalent,Male,No,Married,90,\N,2,5,67,Others,473,AL,284,23,No,No,0.06,2669,533,0,2015,1 -12,164331,0.03,0.01,4251009889,4443,Yes,Bachelor or equivalent,Male,No,Married,90,\N,2,5,67,Others,473,AL,284,23,No,No,0.06,8516,655,0,2015,2 -28,162360,0.05,0.03,4251031998,4444,Yes,Master or equivalent,Male,No,Single,98,\N,0,3,7,Others,333,LA,287,133,No,No,0.27,5334,889,0,2015,1 -28,162360,0.05,0.03,4251031998,4444,Yes,Master or equivalent,Male,No,Single,98,\N,0,3,7,Others,333,LA,287,133,No,No,0.27,2255,451,0,2015,2 -58,23260,0.03,0.03,4251098693,4445,Yes,Master or equivalent,Female,Yes,Single,36,\N,1,1,26,Others,5,MD,484,148,No,Yes,0.73,3397,424,0,2015,1 -58,23260,0.03,0.03,4251098693,4445,Yes,Master or equivalent,Female,Yes,Single,36,\N,1,1,26,Others,5,MD,484,148,No,Yes,0.73,3581,716,0,2015,2 -74,21289,0.05,0.01,4251043048,4446,Yes,High School or below,Male,Yes,Single,43,\N,0,6,66,Others,366,OK,488,7,No,No,0.94,1979,494,0,2015,1 -74,21289,0.05,0.01,4251043048,4446,Yes,High School or below,Male,Yes,Single,43,\N,0,6,66,Others,366,OK,488,7,No,No,0.94,4044,674,0,2015,2 -37,132190,0.03,0.01,4251061509,4447,Yes,High School or below,Female,Yes,Single,101,\N,1,4,85,Others,38,PA,185,22,No,No,0.4,2921,584,0,2015,1 -37,132190,0.03,0.01,4251061509,4447,Yes,High School or below,Female,Yes,Single,101,\N,1,4,85,Others,38,PA,185,22,No,No,0.4,7302,811,0,2015,2 -37,132190,0.03,0.01,4251061509,4447,Yes,High School or below,Female,Yes,Single,101,\N,1,4,85,Others,38,PA,185,22,No,No,0.4,2609,1304,0,2015,3 -52,130219,0.05,0.03,4251037010,4448,Yes,High School or below,Female,Yes,Married,108,\N,0,1,25,Others,398,CA,188,132,No,No,0.61,2170,542,0,2015,1 -52,130219,0.05,0.03,4251037010,4448,Yes,High School or below,Female,Yes,Married,108,\N,0,1,25,Others,398,CA,188,132,No,No,0.61,8325,832,0,2015,2 -15,241119,0.04,0.03,4251038928,4449,Yes,High School or below,Male,Yes,Married,46,\N,1,7,44,Others,71,CT,385,147,No,No,0.06,1955,651,0,2015,1 -15,241119,0.04,0.03,4251038928,4449,Yes,High School or below,Male,Yes,Married,46,\N,1,7,44,Others,71,CT,385,147,No,No,0.06,5528,921,0,2015,2 -31,239148,0.06,0.01,4251064186,4450,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,3,4,84,Others,431,MS,388,7,No,No,0.27,6772,846,0,2015,1 -31,239148,0.06,0.01,4251064186,4450,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,3,4,84,Others,431,MS,388,7,No,No,0.27,1421,710,0,2015,2 -61,100048,0.04,0.01,4251046175,4451,Yes,Bachelor or equivalent,Female,Yes,Married,112,\N,1,2,2,Others,103,MT,85,22,No,No,0.73,5492,915,0,2015,1 -61,100048,0.04,0.01,4251046175,4451,Yes,Bachelor or equivalent,Female,Yes,Married,112,\N,1,2,2,Others,103,MT,85,22,No,No,0.73,4532,906,0,2015,2 -77,98077,0.06,0.03,4251068717,4452,Yes,Master or equivalent,Male,No,Single,119,\N,3,7,43,Others,463,TN,89,132,No,No,0.94,5664,708,0,2015,1 -77,98077,0.06,0.03,4251068717,4452,Yes,Master or equivalent,Male,No,Single,119,\N,3,7,43,Others,463,TN,89,132,No,No,0.94,5026,1256,0,2015,2 -39,208978,0.04,0.03,4251086439,4453,No,Master or equivalent,Female,Yes,Single,57,\N,0,5,61,Others,136,UT,286,147,No,No,0.4,7268,807,1,2015,1 -39,208978,0.04,0.03,4251086439,4453,No,Master or equivalent,Female,Yes,Single,57,\N,0,5,61,Others,136,UT,286,147,No,No,0.4,2855,713,1,2015,2 -55,207007,0.06,0.01,4251087307,4454,Yes,High School or below,Female,Yes,Married,65,\N,3,2,2,Others,496,HI,289,7,No,Yes,0.61,3914,559,0,2015,1 -55,207007,0.06,0.01,4251087307,4454,Yes,High School or below,Female,Yes,Married,65,\N,3,2,2,Others,496,HI,289,7,No,Yes,0.61,7312,731,0,2015,2 -18,67907,0.04,0.01,4251053213,4455,Yes,High School or below,Male,Yes,Married,2,\N,0,0,20,Others,168,IL,486,22,No,No,0.06,2638,659,0,2015,1 -18,67907,0.04,0.01,4251053213,4455,Yes,High School or below,Male,Yes,Married,2,\N,0,0,20,Others,168,IL,486,22,No,No,0.06,2534,633,0,2015,2 -18,67907,0.04,0.01,4251053213,4455,Yes,High School or below,Male,Yes,Married,2,\N,0,0,20,Others,168,IL,486,22,No,No,0.06,1196,1196,0,2015,3 -34,65936,0.06,0.03,4251070155,4456,Yes,High School or below,Male,Yes,Married,10,\N,3,5,61,Others,28,NJ,489,132,No,No,0.28,3603,514,1,2015,1 -34,65936,0.06,0.03,4251070155,4456,Yes,High School or below,Male,Yes,Married,10,\N,3,5,61,Others,28,NJ,489,132,No,No,0.28,4373,874,1,2015,2 -64,176837,0.05,0.03,4251042118,4457,Yes,High School or below,Female,No,Married,68,\N,0,3,79,Others,201,NY,186,147,No,No,0.73,5350,1070,0,2015,1 -64,176837,0.05,0.03,4251042118,4457,Yes,High School or below,Female,No,Married,68,\N,0,3,79,Others,201,NY,186,147,No,No,0.73,988,494,0,2015,2 -64,176837,0.05,0.03,4251042118,4457,Yes,High School or below,Female,No,Married,68,\N,0,3,79,Others,201,NY,186,147,No,No,0.73,466,466,0,2015,3 -12,174866,0.07,0.01,4251042050,4458,Yes,Bachelor or equivalent,Male,No,Single,75,\N,2,0,20,Others,61,WV,190,7,No,No,0.94,1410,470,0,2015,1 -12,174866,0.07,0.01,4251042050,4458,Yes,Bachelor or equivalent,Male,No,Single,75,\N,2,0,20,Others,61,WV,190,7,No,No,0.94,3372,843,0,2015,2 -42,35766,0.05,0.01,4251043757,4459,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,6,38,Others,233,WY,386,22,No,No,0.4,4554,650,0,2015,1 -42,35766,0.05,0.01,4251043757,4459,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,6,38,Others,233,WY,386,22,No,No,0.4,1556,778,0,2015,2 -58,33795,0.07,0.03,4251080148,4460,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,2,3,79,Others,93,KY,390,132,No,No,0.61,4675,779,0,2015,1 -58,33795,0.07,0.03,4251080148,4460,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,2,3,79,Others,93,KY,390,132,No,No,0.61,3209,802,0,2015,2 -20,144695,0.05,0.03,4251075954,4461,Yes,Master or equivalent,Male,Yes,Single,79,\N,3,1,97,Others,266,ME,87,147,Yes,No,0.07,5041,504,0,2015,1 -20,144695,0.05,0.03,4251075954,4461,Yes,Master or equivalent,Male,Yes,Single,79,\N,3,1,97,Others,266,ME,87,147,Yes,No,0.07,2117,423,0,2015,2 -36,142724,0.07,0.01,4251084158,4462,Yes,PhD or equivalent,Female,Yes,Married,86,\N,2,7,38,Others,126,OK,90,7,No,No,0.28,2546,509,0,2015,1 -36,142724,0.07,0.01,4251084158,4462,Yes,PhD or equivalent,Female,Yes,Married,86,\N,2,7,38,Others,126,OK,90,7,No,No,0.28,1185,592,0,2015,2 -67,3625,0.05,0.01,4251089346,4463,Yes,High School or below,Male,No,Married,24,\N,3,4,56,Others,298,PA,287,22,No,No,0.73,547,182,1,2015,1 -67,3625,0.05,0.01,4251089346,4463,Yes,High School or below,Male,No,Married,24,\N,3,4,56,Others,298,PA,287,22,No,No,0.73,4957,991,1,2015,2 -67,3625,0.05,0.01,4251089346,4463,Yes,High School or below,Male,No,Married,24,\N,3,4,56,Others,298,PA,287,22,No,No,0.73,1430,1430,1,2015,3 -15,1654,0.07,0.03,4251098802,4464,Yes,High School or below,Male,Yes,Single,31,\N,2,2,96,Others,159,AR,290,132,No,No,0.94,3684,614,0,2015,1 -15,1654,0.07,0.03,4251098802,4464,Yes,High School or below,Male,Yes,Single,31,\N,2,2,96,Others,159,AR,290,132,No,No,0.94,6548,654,0,2015,2 -59,55626,0.04,0.01,4251061013,4465,Yes,High School or below,Male,Yes,Married,6,\N,0,2,86,Others,15,NM,391,222,No,No,0.08,3913,978,0,2015,1 -59,55626,0.04,0.01,4251061013,4465,Yes,High School or below,Male,Yes,Married,6,\N,0,2,86,Others,15,NM,391,222,No,No,0.08,4320,720,0,2015,2 -61,110583,0,0.01,4251087304,4466,Yes,High School or below,Female,No,Single,97,\N,1,5,55,Others,191,MN,491,7,No,No,0.61,1730,432,0,2015,1 -61,110583,0,0.01,4251087304,4466,Yes,High School or below,Female,No,Single,97,\N,1,5,55,Others,191,MN,491,7,No,No,0.61,3865,966,0,2015,2 -37,164555,0.04,0.03,4251048427,4467,Yes,Bachelor or equivalent,Female,No,Single,71,\N,0,6,45,Others,47,WI,92,97,No,Yes,0.75,5330,761,1,2015,1 -37,164555,0.04,0.03,4251048427,4467,Yes,Bachelor or equivalent,Female,No,Single,71,\N,0,6,45,Others,47,WI,92,97,No,Yes,0.75,2979,744,1,2015,2 -67,25455,0.02,0.03,4251085255,4468,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,1,3,63,Others,220,AL,289,112,No,No,0.2,4265,710,0,2015,1 -67,25455,0.02,0.03,4251085255,4468,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,1,3,63,Others,220,AL,289,112,No,No,0.2,3673,524,0,2015,2 -15,23484,0.05,0.01,4251052929,4469,Yes,Master or equivalent,Male,Yes,Married,17,\N,3,1,4,Others,80,LA,292,222,No,No,0.41,2916,972,0,2015,1 -15,23484,0.05,0.01,4251052929,4469,Yes,Master or equivalent,Male,Yes,Married,17,\N,3,1,4,Others,80,LA,292,222,No,No,0.41,8224,822,0,2015,2 -46,134385,0.03,0.01,4251084170,4470,Yes,Master or equivalent,Female,Yes,Single,75,\N,1,6,22,Others,252,MD,489,237,No,No,0.87,7272,1038,0,2015,1 -46,134385,0.03,0.01,4251084170,4470,Yes,Master or equivalent,Female,Yes,Single,75,\N,1,6,22,Others,252,MD,489,237,No,No,0.87,1175,587,0,2015,2 -62,132414,0.05,0.03,4251034339,4471,Yes,High School or below,Male,Yes,Married,82,\N,3,4,63,Others,113,OR,492,97,Yes,No,0.08,7069,589,0,2015,1 -62,132414,0.05,0.03,4251034339,4471,Yes,High School or below,Male,Yes,Married,82,\N,3,4,63,Others,113,OR,492,97,Yes,No,0.08,3137,392,0,2015,2 -62,132414,0.05,0.03,4251034339,4471,Yes,High School or below,Male,Yes,Married,82,\N,3,4,63,Others,113,OR,492,97,Yes,No,0.08,1248,1248,0,2015,3 -24,243314,0.03,0.03,4251023188,4472,Yes,High School or below,Female,No,Married,20,\N,0,1,81,Others,285,PA,189,112,No,No,0.54,1872,312,0,2015,1 -24,243314,0.03,0.03,4251023188,4472,Yes,High School or below,Female,No,Married,20,\N,0,1,81,Others,285,PA,189,112,No,No,0.54,3176,529,0,2015,2 -40,241343,0.05,0.01,4251084195,4473,Yes,High School or below,Female,Yes,Single,28,\N,3,7,22,Others,145,CA,193,222,No,No,0.75,4754,792,0,2015,1 -40,241343,0.05,0.01,4251084195,4473,Yes,High School or below,Female,Yes,Single,28,\N,3,7,22,Others,145,CA,193,222,No,No,0.75,4899,699,0,2015,2 -70,102243,0.03,0.01,4251092178,4474,Yes,High School or below,Male,Yes,Single,85,\N,0,4,40,Others,318,CT,390,237,No,No,0.2,3302,550,1,2015,1 -70,102243,0.03,0.01,4251092178,4474,Yes,High School or below,Male,Yes,Single,85,\N,0,4,40,Others,318,CT,390,237,No,No,0.2,6735,962,1,2015,2 -18,100272,0.05,0.03,4251076224,4475,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,3,2,81,Others,178,MS,393,97,No,No,0.42,4424,884,0,2015,1 -18,100272,0.05,0.03,4251076224,4475,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,3,2,81,Others,178,MS,393,97,No,No,0.42,3004,600,0,2015,2 -48,211173,0.03,0.03,4251086074,4476,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,0,7,99,Others,350,MT,90,112,No,No,0.87,3376,675,0,2015,1 -48,211173,0.03,0.03,4251086074,4476,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,0,7,99,Others,350,MT,90,112,No,No,0.87,3325,1108,0,2015,2 -64,209202,0.06,0.01,4251074138,4477,Yes,Master or equivalent,Male,Yes,Married,38,\N,2,5,40,Others,210,TX,93,222,No,No,0.08,7294,911,0,2015,1 -64,209202,0.06,0.01,4251074138,4477,Yes,Master or equivalent,Male,Yes,Married,38,\N,2,5,40,Others,210,TX,93,222,No,No,0.08,6055,865,0,2015,2 -27,70102,0.04,0.01,4251046550,4478,Yes,Master or equivalent,Female,Yes,Married,96,\N,0,3,58,Others,383,UT,290,237,No,No,0.54,796,398,0,2015,1 -27,70102,0.04,0.01,4251046550,4478,Yes,Master or equivalent,Female,Yes,Married,96,\N,0,3,58,Others,383,UT,290,237,No,No,0.54,2449,489,0,2015,2 -43,68131,0.06,0.03,4251090584,4479,Yes,High School or below,Female,Yes,Single,104,\N,2,0,99,Others,243,HI,294,97,No,No,0.75,1215,303,0,2015,1 -43,68131,0.06,0.03,4251090584,4479,Yes,High School or below,Female,Yes,Single,104,\N,2,0,99,Others,243,HI,294,97,No,No,0.75,537,537,0,2015,2 -73,179032,0.04,0.03,4251090217,4480,Yes,High School or below,Male,No,Married,42,\N,3,6,17,Others,415,IL,491,112,No,Yes,0.21,4749,949,0,2015,1 -73,179032,0.04,0.03,4251090217,4480,Yes,High School or below,Male,No,Married,42,\N,3,6,17,Others,415,IL,491,112,No,Yes,0.21,3499,1166,0,2015,2 -21,177061,0.06,0.01,4251071041,4481,Yes,High School or below,Female,No,Single,49,\N,2,3,58,Others,275,NJ,494,222,No,No,0.42,1385,1385,0,2015,1 -21,177061,0.06,0.01,4251071041,4481,Yes,High School or below,Female,No,Single,49,\N,2,3,58,Others,275,NJ,494,222,No,No,0.42,2127,709,0,2015,2 -51,37961,0.04,0.01,4251011903,4482,Yes,High School or below,Female,Yes,Single,107,\N,3,1,76,Technology Related Job,448,NY,191,237,No,No,0.87,2678,535,0,2015,1 -51,37961,0.04,0.01,4251011903,4482,Yes,High School or below,Female,Yes,Single,107,\N,3,1,76,Technology Related Job,448,NY,191,237,No,No,0.87,6560,820,0,2015,2 -67,35990,0.06,0.03,4251033277,4483,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,2,6,16,Others,308,WI,194,97,No,No,0.08,4962,992,0,2015,1 -67,35990,0.06,0.03,4251033277,4483,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,2,6,16,Others,308,WI,194,97,No,No,0.08,4546,757,0,2015,2 -67,35990,0.06,0.03,4251033277,4483,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,2,6,16,Others,308,WI,194,97,No,No,0.08,1231,1231,0,2015,3 -29,146890,0.05,0.03,4251040990,4484,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,3,4,35,Technology Related Job,480,WY,391,112,No,No,0.54,3436,859,0,2015,1 -29,146890,0.05,0.03,4251040990,4484,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,3,4,35,Technology Related Job,480,WY,391,112,No,No,0.54,5723,953,0,2015,2 -45,144919,0.07,0.01,4251072112,4485,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,1,1,75,Others,340,KY,394,222,No,No,0.75,2705,541,0,2015,1 -45,144919,0.07,0.01,4251072112,4485,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,1,1,75,Others,340,KY,394,222,No,No,0.75,3470,867,0,2015,2 -76,5820,0.05,0.01,4251069604,4486,Yes,Master or equivalent,Male,No,Married,118,\N,2,7,94,Technology Related Job,13,ME,91,237,No,No,0.21,2261,753,0,2015,1 -76,5820,0.05,0.01,4251069604,4486,Yes,Master or equivalent,Male,No,Married,118,\N,2,7,94,Technology Related Job,13,ME,91,237,No,No,0.21,2168,542,0,2015,2 -24,3849,0.07,0.03,4251022406,4487,Yes,High School or below,Female,Yes,Single,5,\N,1,4,34,Others,373,OK,95,97,No,No,0.42,3433,858,0,2015,1 -24,3849,0.07,0.03,4251022406,4487,Yes,High School or below,Female,Yes,Single,5,\N,1,4,34,Others,373,OK,95,97,No,No,0.42,1645,822,0,2015,2 -54,114749,0.05,0.03,4251033866,4488,Yes,High School or below,Male,Yes,Single,63,\N,2,2,53,Technology Related Job,45,PA,292,112,Yes,No,0.87,2416,604,0,2015,1 -54,114749,0.05,0.03,4251033866,4488,Yes,High School or below,Male,Yes,Single,63,\N,2,2,53,Technology Related Job,45,PA,292,112,Yes,No,0.87,1491,497,0,2015,2 -70,112778,0.07,0.01,4251014201,4489,Yes,High School or below,Male,Yes,Married,71,\N,1,7,93,Others,406,CA,295,222,No,Yes,0.09,3732,746,0,2015,1 -70,112778,0.07,0.01,4251014201,4489,Yes,High School or below,Male,Yes,Married,71,\N,1,7,93,Others,406,CA,295,222,No,Yes,0.09,4844,538,0,2015,2 -32,223678,0.05,0.01,4251062299,4490,Yes,High School or below,Female,Yes,Single,9,\N,2,5,12,Technology Related Job,78,CO,492,237,No,No,0.54,7477,747,0,2015,1 -32,223678,0.05,0.01,4251062299,4490,Yes,High School or below,Female,Yes,Single,9,\N,2,5,12,Technology Related Job,78,CO,492,237,No,No,0.54,3636,909,0,2015,2 -48,221707,0.07,0.03,4251050948,4491,Yes,High School or below,Female,Yes,Married,16,\N,0,2,52,Others,438,MN,495,97,No,No,0.75,1992,498,0,2015,1 -48,221707,0.07,0.03,4251050948,4491,Yes,High School or below,Female,Yes,Married,16,\N,0,2,52,Others,438,MN,495,97,No,No,0.75,5929,741,0,2015,2 -79,82608,0.06,0.03,4251093063,4492,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,2,0,71,Technology Related Job,111,MO,192,112,No,No,0.21,2642,660,0,2015,1 -79,82608,0.06,0.03,4251093063,4492,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,2,0,71,Technology Related Job,111,MO,192,112,No,No,0.21,3470,867,0,2015,2 -26,80637,0,0.01,4251032189,4493,Yes,Bachelor or equivalent,Female,Yes,Single,81,\N,0,5,11,Others,471,TN,196,222,No,No,0.42,7625,953,0,2015,1 -26,80637,0,0.01,4251032189,4493,Yes,Bachelor or equivalent,Female,Yes,Single,81,\N,0,5,11,Others,471,TN,196,222,No,No,0.42,5950,850,0,2015,2 -57,191537,0.06,0.01,4251008930,4494,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,1,3,30,Technology Related Job,143,UT,393,237,No,No,0.88,2757,689,1,2015,1 -57,191537,0.06,0.01,4251008930,4494,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,1,3,30,Technology Related Job,143,UT,393,237,No,No,0.88,1228,1228,1,2015,2 -73,189566,0,0.03,4251082650,4495,Yes,PhD or equivalent,Male,No,Single,27,\N,0,1,70,Others,3,HI,396,97,No,No,0.09,5557,926,0,2015,1 -73,189566,0,0.03,4251082650,4495,Yes,PhD or equivalent,Male,No,Single,27,\N,0,1,70,Others,3,HI,396,97,No,No,0.09,5073,845,0,2015,2 -35,50466,0.06,0.03,4251025258,4496,Yes,High School or below,Female,Yes,Single,85,\N,1,6,89,Technology Related Job,176,ID,93,112,No,No,0.54,3171,1057,0,2015,1 -35,50466,0.06,0.03,4251025258,4496,Yes,High School or below,Female,Yes,Single,85,\N,1,6,89,Technology Related Job,176,ID,93,112,No,No,0.54,5690,812,0,2015,2 -51,48495,0,0.01,4251028133,4497,Yes,High School or below,Female,Yes,Married,92,\N,0,4,29,Others,36,NH,96,222,No,No,0.75,4855,693,0,2015,1 -51,48495,0,0.01,4251028133,4497,Yes,High School or below,Female,Yes,Married,92,\N,0,4,29,Others,36,NH,96,222,No,No,0.75,3370,842,0,2015,2 -13,159396,0.06,0.01,4251028182,4498,Yes,High School or below,Male,Yes,Married,30,\N,1,1,47,Technology Related Job,208,NM,293,237,No,No,0.21,3170,634,0,2015,1 -13,159396,0.06,0.01,4251028182,4498,Yes,High School or below,Male,Yes,Married,30,\N,1,1,47,Technology Related Job,208,NM,293,237,No,No,0.21,3265,653,0,2015,2 -29,157425,0,0.03,4251072653,4499,No,High School or below,Female,Yes,Single,38,\N,3,7,88,Others,68,WV,297,97,No,No,0.42,1930,643,0,2015,1 -29,157425,0,0.03,4251072653,4499,No,High School or below,Female,Yes,Single,38,\N,3,7,88,Others,68,WV,297,97,No,No,0.42,2174,543,0,2015,2 -60,18325,0.07,0.03,4251011334,4500,Yes,High School or below,Male,No,Single,95,\N,1,4,6,Technology Related Job,241,WY,494,112,No,No,0.88,6241,780,0,2015,1 -60,18325,0.07,0.03,4251011334,4500,Yes,High School or below,Male,No,Single,95,\N,1,4,6,Technology Related Job,241,WY,494,112,No,No,0.88,3122,1040,0,2015,2 -75,16354,0.01,0.01,4251043131,4501,Yes,Bachelor or equivalent,Male,Yes,Single,103,\N,3,2,47,Others,101,KY,497,222,No,No,0.09,1572,786,0,2015,1 -75,16354,0.01,0.01,4251043131,4501,Yes,Bachelor or equivalent,Male,Yes,Single,103,\N,3,2,47,Others,101,KY,497,222,No,No,0.09,6582,940,0,2015,2 -38,127255,0.07,0.01,4251075208,4502,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,0,7,65,Technology Related Job,273,LA,194,237,No,Yes,0.54,4240,706,0,2015,1 -38,127255,0.07,0.01,4251075208,4502,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,0,7,65,Technology Related Job,273,LA,194,237,No,Yes,0.54,4478,895,0,2015,2 -54,125284,0.01,0.03,4251063945,4503,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,5,6,Others,133,OH,197,97,No,No,0.75,1421,473,0,2015,1 -54,125284,0.01,0.03,4251063945,4503,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,5,6,Others,133,OH,197,97,No,No,0.75,5745,820,0,2015,2 -54,125284,0.01,0.03,4251063945,4503,Yes,Master or equivalent,Female,Yes,Married,48,\N,3,5,6,Others,133,OH,197,97,No,No,0.75,278,278,0,2015,3 -16,236184,0.07,0.03,4251074222,4504,Yes,PhD or equivalent,Male,Yes,Married,106,\N,0,2,24,Technology Related Job,306,OR,394,112,No,No,0.21,1796,898,0,2015,1 -16,236184,0.07,0.03,4251074222,4504,Yes,PhD or equivalent,Male,Yes,Married,106,\N,0,2,24,Technology Related Job,306,OR,394,112,No,No,0.21,2110,527,0,2015,2 -32,234213,0.01,0.01,4251081673,4505,Yes,High School or below,Female,Yes,Single,114,\N,3,0,65,Others,166,AR,398,222,No,No,0.42,6436,715,0,2015,1 -32,234213,0.01,0.01,4251081673,4505,Yes,High School or below,Female,Yes,Single,114,\N,3,0,65,Others,166,AR,398,222,No,No,0.42,2694,673,0,2015,2 -62,95113,0.07,0.01,4251089206,4506,Yes,High School or below,Male,Yes,Married,52,\N,0,6,83,Technology Related Job,338,CO,95,237,No,No,0.88,3823,955,0,2015,1 -62,95113,0.07,0.01,4251089206,4506,Yes,High School or below,Male,Yes,Married,52,\N,0,6,83,Technology Related Job,338,CO,95,237,No,No,0.88,1699,849,0,2015,2 -78,93142,0.01,0.03,4251044500,4507,Yes,High School or below,Male,Yes,Single,59,\N,2,3,24,Others,199,MN,98,97,No,No,0.09,2189,437,0,2015,1 -78,93142,0.01,0.03,4251044500,4507,Yes,High School or below,Male,Yes,Single,59,\N,2,3,24,Others,199,MN,98,97,No,No,0.09,4130,688,0,2015,2 -41,204043,0,0.03,4251040010,4508,Yes,High School or below,Female,Yes,Single,117,\N,3,1,42,Technology Related Job,371,MO,295,112,No,No,0.55,3292,658,0,2015,1 -41,204043,0,0.03,4251040010,4508,Yes,High School or below,Female,Yes,Single,117,\N,3,1,42,Technology Related Job,371,MO,295,112,No,No,0.55,1298,649,0,2015,2 -41,204043,0,0.03,4251040010,4508,Yes,High School or below,Female,Yes,Single,117,\N,3,1,42,Technology Related Job,371,MO,295,112,No,No,0.55,1424,1424,0,2015,3 -57,202072,0.02,0.01,4251010797,4509,Yes,Bachelor or equivalent,Female,No,Married,5,\N,2,6,83,Others,231,SD,298,222,No,No,0.76,3180,795,0,2015,1 -57,202072,0.02,0.01,4251010797,4509,Yes,Bachelor or equivalent,Female,No,Married,5,\N,2,6,83,Others,231,SD,298,222,No,No,0.76,4500,750,0,2015,2 -19,62972,0,0.01,4251044299,4510,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,3,4,1,Technology Related Job,404,TX,495,237,No,No,0.21,6346,906,0,2015,1 -19,62972,0,0.01,4251044299,4510,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,3,4,1,Technology Related Job,404,TX,495,237,No,No,0.21,4208,601,0,2015,2 -35,61001,0.02,0.03,4251056543,4511,Yes,Master or equivalent,Female,Yes,Married,70,\N,2,1,41,Others,264,GA,498,97,No,Yes,0.42,2075,518,0,2015,1 -35,61001,0.02,0.03,4251056543,4511,Yes,Master or equivalent,Female,Yes,Married,70,\N,2,1,41,Others,264,GA,498,97,No,Yes,0.42,4066,813,0,2015,2 -65,171901,0,0.03,4251079154,4512,Yes,Master or equivalent,Male,Yes,Married,8,\N,3,7,60,Technology Related Job,436,ID,195,112,No,No,0.88,2506,835,0,2015,1 -65,171901,0,0.03,4251079154,4512,Yes,Master or equivalent,Male,Yes,Married,8,\N,3,7,60,Technology Related Job,436,ID,195,112,No,No,0.88,3139,784,0,2015,2 -13,169930,0.02,0.01,4251041871,4513,Yes,High School or below,Male,Yes,Single,15,\N,1,4,0,Others,296,NH,199,222,Yes,No,0.09,3841,960,0,2015,1 -13,169930,0.02,0.01,4251041871,4513,Yes,High School or below,Male,Yes,Single,15,\N,1,4,0,Others,296,NH,199,222,Yes,No,0.09,2515,838,0,2015,2 -43,30831,0,0.01,4251043183,4514,Yes,High School or below,Female,No,Single,73,\N,3,2,19,Technology Related Job,469,NM,396,237,No,No,0.55,3227,1075,0,2015,1 -59,28860,0.02,0.03,4251072297,4515,Yes,High School or below,Male,No,Married,81,\N,1,7,59,Others,329,WA,399,97,No,No,0.76,2423,605,0,2015,1 -59,28860,0.02,0.03,4251072297,4515,Yes,High School or below,Male,No,Married,81,\N,1,7,59,Others,329,WA,399,97,No,No,0.76,4455,636,0,2015,2 -22,139760,0.01,0.03,4251039988,4516,Yes,High School or below,Female,Yes,Single,19,\N,2,5,78,Technology Related Job,1,WI,96,112,No,No,0.21,1964,654,0,2015,1 -22,139760,0.01,0.03,4251039988,4516,Yes,High School or below,Female,Yes,Single,19,\N,2,5,78,Technology Related Job,1,WI,96,112,No,No,0.21,4648,774,0,2015,2 -38,137789,0.03,0.01,4251066535,4517,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,1,2,18,Others,361,KS,99,222,No,No,0.42,5599,799,1,2015,1 -38,137789,0.03,0.01,4251066535,4517,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,1,2,18,Others,361,KS,99,222,No,No,0.42,1677,838,1,2015,2 -68,248690,0.01,0.01,4251054563,4518,Yes,Bachelor or equivalent,Male,Yes,Married,84,\N,2,0,37,Technology Related Job,34,LA,296,237,No,No,0.88,1863,310,0,2015,1 -68,248690,0.01,0.01,4251054563,4518,Yes,Bachelor or equivalent,Male,Yes,Married,84,\N,2,0,37,Technology Related Job,34,LA,296,237,No,No,0.88,4802,960,0,2015,2 -16,246719,0.03,0.03,4251062709,4519,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,1,5,77,Others,394,OH,300,97,No,No,0.09,4170,695,0,2015,1 -16,246719,0.03,0.03,4251062709,4519,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,1,5,77,Others,394,OH,300,97,No,No,0.09,3685,460,0,2015,2 -16,246719,0.03,0.03,4251062709,4519,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,1,5,77,Others,394,OH,300,97,No,No,0.09,352,352,0,2015,3 -46,107619,0.01,0.03,4251096736,4520,Yes,Master or equivalent,Female,Yes,Single,29,\N,2,3,96,Technology Related Job,66,OR,497,112,No,No,0.55,2623,874,0,2015,1 -46,107619,0.01,0.03,4251096736,4520,Yes,Master or equivalent,Female,Yes,Single,29,\N,2,3,96,Technology Related Job,66,OR,497,112,No,No,0.55,5859,651,0,2015,2 -62,105648,0.03,0.01,4251096875,4521,Yes,High School or below,Male,Yes,Single,37,\N,0,0,36,Others,426,AZ,0,222,No,No,0.76,1207,402,0,2015,1 -62,105648,0.03,0.01,4251096875,4521,Yes,High School or below,Male,Yes,Single,37,\N,0,0,36,Others,426,AZ,0,222,No,No,0.76,5006,715,0,2015,2 -25,216548,0.01,0.01,4251016502,4522,Yes,High School or below,Female,Yes,Single,95,\N,2,6,55,Technology Related Job,99,CA,197,237,No,No,0.21,5845,974,0,2015,1 -25,216548,0.01,0.01,4251016502,4522,Yes,High School or below,Female,Yes,Single,95,\N,2,6,55,Technology Related Job,99,CA,197,237,No,No,0.21,2547,636,0,2015,2 -40,214577,0.03,0.03,4251092799,4523,Yes,High School or below,Female,No,Married,102,\N,0,4,95,Others,459,MI,200,97,No,No,0.43,3926,981,0,2015,1 -40,214577,0.03,0.03,4251092799,4523,Yes,High School or below,Female,No,Married,102,\N,0,4,95,Others,459,MI,200,97,No,No,0.43,4474,559,0,2015,2 -71,75478,0.02,0.03,4251012847,4524,Yes,High School or below,Male,Yes,Married,40,\N,1,1,14,Technology Related Job,131,MS,397,112,No,Yes,0.88,3620,603,0,2015,1 -71,75478,0.02,0.03,4251012847,4524,Yes,High School or below,Male,Yes,Married,40,\N,1,1,14,Technology Related Job,131,MS,397,112,No,Yes,0.88,2920,730,0,2015,2 -19,73507,0.04,0.01,4251011211,4525,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,0,7,54,Others,492,SD,401,222,No,No,0.09,5496,785,0,2015,1 -19,73507,0.04,0.01,4251011211,4525,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,0,7,54,Others,492,SD,401,222,No,No,0.09,4398,733,0,2015,2 -49,184407,0.02,0.01,4251063303,4526,Yes,Bachelor or equivalent,Female,Yes,Married,106,\N,1,4,72,Technology Related Job,164,TX,98,237,No,No,0.55,5934,741,0,2015,1 -49,184407,0.02,0.01,4251063303,4526,Yes,Bachelor or equivalent,Female,Yes,Married,106,\N,1,4,72,Technology Related Job,164,TX,98,237,No,No,0.55,4468,893,0,2015,2 -65,182436,0.04,0.03,4251020140,4527,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,3,2,13,Others,24,FL,101,97,No,No,0.76,3641,606,0,2015,1 -65,182436,0.04,0.03,4251020140,4527,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,3,2,13,Others,24,FL,101,97,No,No,0.76,4199,699,0,2015,2 -65,182436,0.04,0.03,4251020140,4527,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,3,2,13,Others,24,FL,101,97,No,No,0.76,1303,1303,0,2015,3 -27,43336,0.02,0.03,4251081835,4528,Yes,Master or equivalent,Female,No,Single,51,\N,1,7,31,Technology Related Job,197,HI,298,112,No,No,0.22,723,361,0,2015,1 -27,43336,0.02,0.03,4251081835,4528,Yes,Master or equivalent,Female,No,Single,51,\N,1,7,31,Technology Related Job,197,HI,298,112,No,No,0.22,3488,697,0,2015,2 -43,41365,0.04,0.01,4251017984,4529,Yes,PhD or equivalent,Female,No,Married,58,\N,3,5,72,Others,57,NV,301,222,No,No,0.43,3114,778,0,2015,1 -43,41365,0.04,0.01,4251017984,4529,Yes,PhD or equivalent,Female,No,Married,58,\N,3,5,72,Others,57,NV,301,222,No,No,0.43,6854,979,0,2015,2 -74,152266,0.02,0.01,4251071066,4530,Yes,High School or below,Male,Yes,Married,116,\N,0,2,90,Technology Related Job,229,NJ,498,237,No,No,0.88,4716,1179,0,2015,1 -74,152266,0.02,0.01,4251071066,4530,Yes,High School or below,Male,Yes,Married,116,\N,0,2,90,Technology Related Job,229,NJ,498,237,No,No,0.88,4424,737,0,2015,2 -21,150295,0.04,0.03,4251064925,4531,Yes,High School or below,Male,Yes,Married,4,\N,3,0,31,Others,89,WA,2,97,No,No,0.09,5564,927,0,2015,1 -21,150295,0.04,0.03,4251064925,4531,Yes,High School or below,Male,Yes,Married,4,\N,3,0,31,Others,89,WA,2,97,No,No,0.09,3690,922,0,2015,2 -52,11195,0.03,0.03,4251085661,4532,Yes,High School or below,Female,Yes,Married,62,\N,0,5,49,Technology Related Job,262,WI,198,112,No,No,0.55,3829,957,0,2015,1 -52,11195,0.03,0.03,4251085661,4532,Yes,High School or below,Female,Yes,Married,62,\N,0,5,49,Technology Related Job,262,WI,198,112,No,No,0.55,4756,679,0,2015,2 -68,9224,0.05,0.01,4251080594,4533,Yes,High School or below,Male,Yes,Single,69,\N,3,3,90,Others,122,IA,202,222,No,Yes,0.76,4278,855,0,2015,1 -68,9224,0.05,0.01,4251080594,4533,Yes,High School or below,Male,Yes,Single,69,\N,3,3,90,Others,122,IA,202,222,No,Yes,0.76,3874,645,0,2015,2 -30,120124,0.03,0.01,4251051902,4534,Yes,Bachelor or equivalent,Female,No,Single,7,\N,0,1,8,Technology Related Job,294,KY,399,237,No,No,0.22,4783,956,0,2015,1 -30,120124,0.03,0.01,4251051902,4534,Yes,Bachelor or equivalent,Female,No,Single,7,\N,0,1,8,Technology Related Job,294,KY,399,237,No,No,0.22,7080,786,0,2015,2 -30,120124,0.03,0.01,4251051902,4534,Yes,Bachelor or equivalent,Female,No,Single,7,\N,0,1,8,Technology Related Job,294,KY,399,237,No,No,0.22,1155,1155,0,2015,3 -46,118153,0.05,0.03,4251072427,4535,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,2,6,49,Others,154,ND,402,97,Yes,No,0.43,4832,805,0,2015,1 -46,118153,0.05,0.03,4251072427,4535,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,2,6,49,Others,154,ND,402,97,Yes,No,0.43,3898,649,0,2015,2 -76,229054,0.03,0.03,4251095026,4536,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,0,4,67,Technology Related Job,327,OK,99,112,No,No,0.88,1841,613,0,2015,1 -76,229054,0.03,0.03,4251095026,4536,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,0,4,67,Technology Related Job,327,OK,99,112,No,No,0.88,5174,646,0,2015,2 -24,227083,0.05,0.01,4251022879,4537,Yes,Master or equivalent,Male,No,Married,80,\N,2,1,8,Others,187,AZ,102,222,No,No,0.1,4102,586,0,2015,1 -24,227083,0.05,0.01,4251022879,4537,Yes,Master or equivalent,Male,No,Married,80,\N,2,1,8,Others,187,AZ,102,222,No,No,0.1,6596,824,0,2015,2 -55,87983,0.03,0.01,4251052394,4538,Yes,PhD or equivalent,Female,Yes,Married,18,\N,3,7,26,Technology Related Job,359,CA,299,237,No,No,0.55,2759,919,0,2015,1 -55,87983,0.03,0.01,4251052394,4538,Yes,PhD or equivalent,Female,Yes,Married,18,\N,3,7,26,Technology Related Job,359,CA,299,237,No,No,0.55,2807,935,0,2015,2 -71,86012,0.05,0.03,4251041416,4539,Yes,High School or below,Male,Yes,Single,25,\N,2,4,66,Others,219,MI,303,97,No,No,0.76,6714,839,0,2015,1 -71,86012,0.05,0.03,4251041416,4539,Yes,High School or below,Male,Yes,Single,25,\N,2,4,66,Others,219,MI,303,97,No,No,0.76,998,499,0,2015,2 -33,196913,0.04,0.03,4251029726,4540,Yes,High School or below,Female,Yes,Single,83,\N,3,2,85,Technology Related Job,392,MN,0,112,No,No,0.22,6066,674,0,2015,1 -33,196913,0.04,0.03,4251029726,4540,Yes,High School or below,Female,Yes,Single,83,\N,3,2,85,Technology Related Job,392,MN,0,112,No,No,0.22,6978,872,0,2015,2 -49,194942,0.06,0.01,4251048848,4541,Yes,High School or below,Female,Yes,Single,91,\N,2,7,25,Others,252,SC,3,221,No,No,0.43,4559,569,0,2015,1 -49,194942,0.06,0.01,4251048848,4541,Yes,High School or below,Female,Yes,Single,91,\N,2,7,25,Others,252,SC,3,221,No,No,0.43,3875,645,0,2015,2 -49,194942,0.06,0.01,4251048848,4541,Yes,High School or below,Female,Yes,Single,91,\N,2,7,25,Others,252,SC,3,221,No,No,0.43,721,721,0,2015,3 -79,55842,0.04,0.01,4251043470,4542,Yes,High School or below,Male,No,Single,29,\N,3,5,44,Technology Related Job,424,TN,200,236,No,No,0.89,6503,812,1,2015,1 -79,55842,0.04,0.01,4251043470,4542,Yes,High School or below,Male,No,Single,29,\N,3,5,44,Technology Related Job,424,TN,200,236,No,No,0.89,2879,719,1,2015,2 -27,53871,0.06,0.03,4251075652,4543,Yes,Bachelor or equivalent,Female,No,Married,36,\N,1,2,84,Others,285,FL,203,96,No,No,0.1,6171,685,0,2015,1 -27,53871,0.06,0.03,4251075652,4543,Yes,Bachelor or equivalent,Female,No,Married,36,\N,1,2,84,Others,285,FL,203,96,No,No,0.1,5095,727,0,2015,2 -57,164771,0.04,0.03,4251061544,4544,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,3,0,3,Technology Related Job,457,HI,400,111,No,No,0.55,3958,565,0,2015,1 -57,164771,0.04,0.03,4251061544,4544,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,3,0,3,Technology Related Job,457,HI,400,111,No,No,0.55,1955,651,0,2015,2 -73,162800,0.06,0.01,4251073805,4545,No,Master or equivalent,Male,Yes,Single,101,\N,1,5,43,Technology Related Job,317,NV,404,221,No,No,0.76,1524,762,1,2015,1 -73,162800,0.06,0.01,4251073805,4545,No,Master or equivalent,Male,Yes,Single,101,\N,1,5,43,Technology Related Job,317,NV,404,221,No,No,0.76,7313,731,1,2015,2 -36,23701,0.04,0.01,4251021036,4546,Yes,Master or equivalent,Female,Yes,Married,39,\N,2,3,62,Technology Related Job,490,NH,101,236,No,Yes,0.22,3041,760,0,2015,1 -36,23701,0.04,0.01,4251021036,4546,Yes,Master or equivalent,Female,Yes,Married,39,\N,2,3,62,Technology Related Job,490,NH,101,236,No,Yes,0.22,1333,444,0,2015,2 -52,21730,0.06,0.03,4251066825,4547,Yes,High School or below,Female,Yes,Single,47,\N,1,0,2,Technology Related Job,350,VA,104,96,No,No,0.43,4072,678,0,2015,1 -52,21730,0.06,0.03,4251066825,4547,Yes,High School or below,Female,Yes,Single,47,\N,1,0,2,Technology Related Job,350,VA,104,96,No,No,0.43,4535,907,0,2015,2 -14,132630,0.05,0.03,4251073683,4548,Yes,High School or below,Male,No,Single,105,\N,2,6,21,Technology Related Job,22,WV,301,111,No,No,0.89,3718,743,0,2015,1 -14,132630,0.05,0.03,4251073683,4548,Yes,High School or below,Male,No,Single,105,\N,2,6,21,Technology Related Job,22,WV,301,111,No,No,0.89,3468,495,0,2015,2 -30,130659,0.07,0.01,4251014090,4549,Yes,High School or below,Female,Yes,Married,112,\N,0,3,61,Technology Related Job,382,IA,304,221,No,No,0.1,556,278,0,2015,1 -30,130659,0.07,0.01,4251014090,4549,Yes,High School or below,Female,Yes,Married,112,\N,0,3,61,Technology Related Job,382,IA,304,221,No,No,0.1,3719,619,0,2015,2 -60,241559,0.05,0.01,4251027369,4550,Yes,High School or below,Male,Yes,Married,50,\N,2,1,80,Technology Related Job,55,KY,1,236,No,No,0.55,3874,553,1,2015,1 -60,241559,0.05,0.01,4251027369,4550,Yes,High School or below,Male,Yes,Married,50,\N,2,1,80,Technology Related Job,55,KY,1,236,No,No,0.55,1220,406,1,2015,2 -76,239588,0.07,0.02,4251027967,4551,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,0,7,20,Technology Related Job,415,ND,5,96,No,No,0.77,3470,867,0,2015,1 -76,239588,0.07,0.02,4251027967,4551,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,0,7,20,Technology Related Job,415,ND,5,96,No,No,0.77,3617,602,0,2015,2 -38,100489,0.05,0.03,4251015976,4552,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,1,4,39,Technology Related Job,87,OH,202,111,Yes,No,0.22,5807,1161,0,2015,1 -38,100489,0.05,0.03,4251015976,4552,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,1,4,39,Technology Related Job,87,OH,202,111,Yes,No,0.22,4056,811,0,2015,2 -54,98518,0.07,0,4251015419,4553,Yes,Master or equivalent,Female,Yes,Single,3,\N,0,2,79,Technology Related Job,447,AK,205,221,No,No,0.43,3134,1044,0,2015,1 -54,98518,0.07,0,4251015419,4553,Yes,Master or equivalent,Female,Yes,Single,3,\N,0,2,79,Technology Related Job,447,AK,205,221,No,No,0.43,2579,644,0,2015,2 -17,209418,0.05,0.01,4251098412,4554,Yes,Master or equivalent,Male,Yes,Single,61,\N,1,7,98,Technology Related Job,120,AR,402,236,No,No,0.89,1119,223,0,2015,1 -17,209418,0.05,0.01,4251098412,4554,Yes,Master or equivalent,Male,Yes,Single,61,\N,1,7,98,Technology Related Job,120,AR,402,236,No,No,0.89,1940,646,0,2015,2 -33,207447,0,0.02,4251020565,4555,Yes,High School or below,Female,Yes,Married,68,\N,0,5,38,Technology Related Job,480,MA,405,96,No,Yes,0.1,5613,701,0,2015,1 -33,207447,0,0.02,4251020565,4555,Yes,High School or below,Female,Yes,Married,68,\N,0,5,38,Technology Related Job,480,MA,405,96,No,Yes,0.1,2685,1342,0,2015,2 -63,68348,0.06,0.03,4251069194,4556,Yes,High School or below,Male,No,Single,6,\N,1,2,56,Technology Related Job,152,MN,102,111,No,No,0.56,3517,586,0,2015,1 -63,68348,0.06,0.03,4251069194,4556,Yes,High School or below,Male,No,Single,6,\N,1,2,56,Technology Related Job,152,MN,102,111,No,No,0.56,5405,772,0,2015,2 -79,66376,0,0,4251037868,4557,Yes,High School or below,Male,No,Married,14,\N,3,0,97,Technology Related Job,12,SC,105,221,No,No,0.77,1907,476,1,2015,1 -79,66376,0,0,4251037868,4557,Yes,High School or below,Male,No,Married,14,\N,3,0,97,Technology Related Job,12,SC,105,221,No,No,0.77,5840,834,1,2015,2 -41,177277,0.06,0.01,4251029164,4558,Yes,High School or below,Female,Yes,Married,72,\N,1,5,15,Technology Related Job,185,SD,302,236,No,No,0.22,6839,977,0,2015,1 -41,177277,0.06,0.01,4251029164,4558,Yes,High School or below,Female,Yes,Married,72,\N,1,5,15,Technology Related Job,185,SD,302,236,No,No,0.22,4128,1032,0,2015,2 -57,175306,0,0.02,4251074945,4559,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,3,3,56,Technology Related Job,45,DE,306,96,No,No,0.43,3320,474,0,2015,1 -57,175306,0,0.02,4251074945,4559,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,3,3,56,Technology Related Job,45,DE,306,96,No,No,0.43,372,186,0,2015,2 -20,36206,0.06,0.03,4251027851,4560,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,0,0,74,Technology Related Job,217,GA,3,111,No,No,0.89,1552,517,0,2015,1 -20,36206,0.06,0.03,4251027851,4560,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,0,0,74,Technology Related Job,217,GA,3,111,No,No,0.89,3158,789,0,2015,2 -20,36206,0.06,0.03,4251027851,4560,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,0,0,74,Technology Related Job,217,GA,3,111,No,No,0.89,1309,1309,0,2015,3 -35,34235,0,0,4251058225,4561,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,3,6,15,Technology Related Job,78,NE,6,221,No,No,0.1,3849,962,0,2015,1 -35,34235,0,0,4251058225,4561,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,3,6,15,Technology Related Job,78,NE,6,221,No,No,0.1,5523,789,0,2015,2 -66,145136,0.06,0.01,4251076128,4562,Yes,Master or equivalent,Male,No,Single,82,\N,0,4,33,Technology Related Job,250,NH,203,236,No,No,0.56,7147,714,0,2015,1 -66,145136,0.06,0.01,4251076128,4562,Yes,Master or equivalent,Male,No,Single,82,\N,0,4,33,Technology Related Job,250,NH,203,236,No,No,0.56,4126,687,0,2015,2 -14,143165,0.01,0.02,4251039247,4563,Yes,High School or below,Male,Yes,Married,90,\N,3,1,74,Technology Related Job,110,VA,206,96,No,No,0.77,4262,852,0,2015,1 -14,143165,0.01,0.02,4251039247,4563,Yes,High School or below,Male,Yes,Married,90,\N,3,1,74,Technology Related Job,110,VA,206,96,No,No,0.77,5265,752,0,2015,2 -44,4065,0.07,0.03,4251068315,4564,Yes,High School or below,Female,Yes,Married,28,\N,0,7,92,Technology Related Job,283,WA,403,111,No,No,0.22,3642,910,0,2015,1 -44,4065,0.07,0.03,4251068315,4564,Yes,High School or below,Female,Yes,Married,28,\N,0,7,92,Technology Related Job,283,WA,403,111,No,No,0.22,3661,915,0,2015,2 -60,2094,0.01,0,4251094854,4565,Yes,High School or below,Female,Yes,Single,35,\N,2,4,33,Technology Related Job,143,IN,407,221,No,No,0.43,1669,834,0,2015,1 -60,2094,0.01,0,4251094854,4565,Yes,High School or below,Female,Yes,Single,35,\N,2,4,33,Technology Related Job,143,IN,407,221,No,No,0.43,5954,744,0,2015,2 -22,112994,0.07,0.01,4251026688,4566,Yes,High School or below,Male,Yes,Single,93,\N,0,2,51,Non-technology Related Job,315,KS,104,236,No,No,0.89,4048,578,1,2015,1 -22,112994,0.07,0.01,4251026688,4566,Yes,High School or below,Male,Yes,Single,93,\N,0,2,51,Non-technology Related Job,315,KS,104,236,No,No,0.89,3415,569,1,2015,2 -38,111023,0.01,0.02,4251084004,4567,Yes,High School or below,Female,Yes,Single,101,\N,2,7,92,Technology Related Job,175,NC,107,96,No,No,0.1,218,218,1,2015,1 -38,111023,0.01,0.02,4251084004,4567,Yes,High School or below,Female,Yes,Single,101,\N,2,7,92,Technology Related Job,175,NC,107,96,No,No,0.1,1598,799,1,2015,2 -69,221924,0.07,0.03,4251038684,4568,Yes,Bachelor or equivalent,Male,Yes,Single,39,\N,3,5,10,Non-technology Related Job,348,OH,304,111,No,Yes,0.56,1354,677,0,2015,1 -69,221924,0.07,0.03,4251038684,4568,Yes,Bachelor or equivalent,Male,Yes,Single,39,\N,3,5,10,Non-technology Related Job,348,OH,304,111,No,Yes,0.56,3117,1039,0,2015,2 -16,219953,0.01,0,4251094599,4569,Yes,Bachelor or equivalent,Male,Yes,Married,46,\N,2,2,50,Technology Related Job,208,AK,307,221,No,No,0.77,4271,1067,0,2015,1 -16,219953,0.01,0,4251094599,4569,Yes,Bachelor or equivalent,Male,Yes,Married,46,\N,2,2,50,Technology Related Job,208,AK,307,221,No,No,0.77,86,86,0,2015,2 -47,80853,0.07,0.01,4251016678,4570,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,3,0,69,Non-technology Related Job,380,AZ,4,236,No,No,0.23,1985,661,0,2015,1 -47,80853,0.07,0.01,4251016678,4570,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,3,0,69,Non-technology Related Job,380,AZ,4,236,No,No,0.23,1659,331,0,2015,2 -63,78882,0.02,0.02,4251083137,4571,Yes,PhD or equivalent,Female,No,Single,111,\N,1,5,9,Technology Related Job,240,MD,8,96,No,No,0.44,2925,731,0,2015,1 -63,78882,0.02,0.02,4251083137,4571,Yes,PhD or equivalent,Female,No,Single,111,\N,1,5,9,Technology Related Job,240,MD,8,96,No,No,0.44,3947,789,0,2015,2 -63,78882,0.02,0.02,4251083137,4571,Yes,PhD or equivalent,Female,No,Single,111,\N,1,5,9,Technology Related Job,240,MD,8,96,No,No,0.44,612,612,0,2015,3 -25,189782,0,0.03,4251047621,4572,Yes,High School or below,Male,Yes,Married,49,\N,3,3,28,Non-technology Related Job,413,MI,205,111,No,No,0.89,3877,775,1,2015,1 -25,189782,0,0.03,4251047621,4572,Yes,High School or below,Male,Yes,Married,49,\N,3,3,28,Non-technology Related Job,413,MI,205,111,No,No,0.89,5259,876,1,2015,2 -41,187811,0.02,0,4251027418,4573,Yes,High School or below,Female,Yes,Single,57,\N,1,0,68,Technology Related Job,273,RI,208,221,No,No,0.1,1439,359,0,2015,1 -41,187811,0.02,0,4251027418,4573,Yes,High School or below,Female,Yes,Single,57,\N,1,0,68,Technology Related Job,273,RI,208,221,No,No,0.1,6738,842,0,2015,2 -71,48712,0,0.01,4251064149,4574,Yes,High School or below,Male,Yes,Single,115,\N,2,6,87,Non-technology Related Job,445,SD,405,236,No,No,0.56,6199,619,0,2015,1 -71,48712,0,0.01,4251064149,4574,Yes,High School or below,Male,Yes,Single,115,\N,2,6,87,Non-technology Related Job,445,SD,405,236,No,No,0.56,3215,803,0,2015,2 -19,46741,0.02,0.02,4251013178,4575,Yes,High School or below,Male,Yes,Married,2,\N,1,3,27,Technology Related Job,306,DE,408,96,No,No,0.77,7770,777,1,2015,1 -19,46741,0.02,0.02,4251013178,4575,Yes,High School or below,Male,Yes,Married,2,\N,1,3,27,Technology Related Job,306,DE,408,96,No,No,0.77,5705,1141,1,2015,2 -50,157641,0,0.03,4251046772,4576,Yes,High School or below,Female,No,Married,60,\N,2,1,46,Non-technology Related Job,478,FL,105,111,No,No,0.23,5324,887,0,2015,1 -50,157641,0,0.03,4251046772,4576,Yes,High School or below,Female,No,Married,60,\N,2,1,46,Non-technology Related Job,478,FL,105,111,No,No,0.23,9038,821,0,2015,2 -66,155670,0.02,0,4251014705,4577,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,1,6,86,Technology Related Job,338,MT,109,221,Yes,Yes,0.44,1116,372,0,2015,1 -66,155670,0.02,0,4251014705,4577,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,1,6,86,Technology Related Job,338,MT,109,221,Yes,Yes,0.44,2708,902,0,2015,2 -28,16571,0.01,0.01,4251090079,4578,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,2,4,5,Non-technology Related Job,10,NV,305,236,No,No,0.89,2506,626,1,2015,1 -28,16571,0.01,0.01,4251090079,4578,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,2,4,5,Non-technology Related Job,10,NV,305,236,No,No,0.89,5603,800,1,2015,2 -44,14600,0.03,0.02,4251060044,4579,Yes,Master or equivalent,Female,Yes,Single,13,\N,0,1,45,Technology Related Job,371,VT,309,96,No,No,0.1,3649,608,0,2015,1 -44,14600,0.03,0.02,4251060044,4579,Yes,Master or equivalent,Female,Yes,Single,13,\N,0,1,45,Technology Related Job,371,VT,309,96,No,No,0.1,2082,1041,0,2015,2 -74,125500,0.01,0.03,4251093094,4580,Yes,PhD or equivalent,Male,Yes,Single,71,\N,2,7,64,Non-technology Related Job,43,WA,6,111,No,No,0.56,6266,895,0,2015,1 -74,125500,0.01,0.03,4251093094,4580,Yes,PhD or equivalent,Male,Yes,Single,71,\N,2,7,64,Non-technology Related Job,43,WA,6,111,No,No,0.56,4258,851,0,2015,2 -22,123529,0.03,0,4251075150,4581,Yes,High School or below,Male,Yes,Married,78,\N,0,5,4,Technology Related Job,403,IN,9,221,No,No,0.77,1596,399,0,2015,1 -22,123529,0.03,0,4251075150,4581,Yes,High School or below,Male,Yes,Married,78,\N,0,5,4,Technology Related Job,403,IN,9,221,No,No,0.77,2404,601,0,2015,2 -22,123529,0.03,0,4251075150,4581,Yes,High School or below,Male,Yes,Married,78,\N,0,5,4,Technology Related Job,403,IN,9,221,No,No,0.77,906,906,0,2015,3 -52,234429,0.01,0.01,4251015055,4582,Yes,High School or below,Female,Yes,Single,16,\N,1,2,23,Non-technology Related Job,76,IA,206,236,No,No,0.23,5586,931,0,2015,1 -52,234429,0.01,0.01,4251015055,4582,Yes,High School or below,Female,Yes,Single,16,\N,1,2,23,Non-technology Related Job,76,IA,206,236,No,No,0.23,3612,903,0,2015,2 -68,232458,0.03,0.02,4251075390,4583,Yes,High School or below,Male,Yes,Married,24,\N,0,0,63,Technology Related Job,436,NY,209,96,No,No,0.44,2922,730,0,2015,1 -68,232458,0.03,0.02,4251075390,4583,Yes,High School or below,Male,Yes,Married,24,\N,0,0,63,Technology Related Job,436,NY,209,96,No,No,0.44,3193,532,0,2015,2 -31,93359,0.01,0.03,4251081311,4584,Yes,High School or below,Female,Yes,Married,82,\N,1,5,81,Non-technology Related Job,108,ND,406,111,No,No,0.89,5289,755,0,2015,1 -31,93359,0.01,0.03,4251081311,4584,Yes,High School or below,Female,Yes,Married,82,\N,1,5,81,Non-technology Related Job,108,ND,406,111,No,No,0.89,6396,710,0,2015,2 -31,93359,0.01,0.03,4251081311,4584,Yes,High School or below,Female,Yes,Married,82,\N,1,5,81,Non-technology Related Job,108,ND,406,111,No,No,0.89,997,498,0,2015,3 -47,91388,0.03,0,4251010458,4585,Yes,Bachelor or equivalent,Female,No,Single,89,\N,0,3,22,Technology Related Job,468,AL,410,221,No,No,0.11,6486,810,0,2015,1 -47,91388,0.03,0,4251010458,4585,Yes,Bachelor or equivalent,Female,No,Single,89,\N,0,3,22,Technology Related Job,468,AL,410,221,No,No,0.11,3152,1050,0,2015,2 -47,91388,0.03,0,4251010458,4585,Yes,Bachelor or equivalent,Female,No,Single,89,\N,0,3,22,Technology Related Job,468,AL,410,221,No,No,0.11,147,147,0,2015,3 -77,202288,0.02,0.01,4251019591,4586,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,1,0,40,Non-technology Related Job,141,AZ,107,236,No,No,0.56,2640,660,0,2015,1 -77,202288,0.02,0.01,4251019591,4586,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,1,0,40,Non-technology Related Job,141,AZ,107,236,No,No,0.56,4834,966,0,2015,2 -25,200317,0.04,0.02,4251031218,4587,Yes,Master or equivalent,Male,Yes,Single,35,\N,3,6,81,Technology Related Job,1,MD,110,96,No,No,0.77,1420,710,1,2015,1 -25,200317,0.04,0.02,4251031218,4587,Yes,Master or equivalent,Male,Yes,Single,35,\N,3,6,81,Technology Related Job,1,MD,110,96,No,No,0.77,3606,601,1,2015,2 -55,61217,0.02,0.03,4251040720,4588,Yes,Master or equivalent,Female,Yes,Single,92,\N,0,3,99,Non-technology Related Job,173,MI,307,111,No,No,0.23,2707,676,0,2015,1 -55,61217,0.02,0.03,4251040720,4588,Yes,Master or equivalent,Female,Yes,Single,92,\N,0,3,99,Non-technology Related Job,173,MI,307,111,No,No,0.23,2461,820,0,2015,2 -71,59246,0.04,0,4251027672,4589,Yes,High School or below,Male,Yes,Married,100,\N,3,1,40,Technology Related Job,33,PA,310,221,No,No,0.44,10103,841,0,2015,1 -71,59246,0.04,0,4251027672,4589,Yes,High School or below,Male,Yes,Married,100,\N,3,1,40,Technology Related Job,33,PA,310,221,No,No,0.44,6428,1071,0,2015,2 -71,59246,0.04,0,4251027672,4589,Yes,High School or below,Male,Yes,Married,100,\N,3,1,40,Technology Related Job,33,PA,310,221,No,No,0.44,544,544,0,2015,3 -34,170147,0.02,0.01,4251015503,4590,Yes,High School or below,Female,No,Married,38,\N,0,6,58,Non-technology Related Job,206,SC,7,236,No,Yes,0.9,1781,890,0,2015,1 -34,170147,0.02,0.01,4251015503,4590,Yes,High School or below,Female,No,Married,38,\N,0,6,58,Non-technology Related Job,206,SC,7,236,No,Yes,0.9,2478,619,0,2015,2 -49,168176,0.04,0.02,4251033366,4591,No,High School or below,Female,No,Single,45,\N,3,4,99,Technology Related Job,66,CT,11,96,No,No,0.11,3288,822,0,2015,1 -49,168176,0.04,0.02,4251033366,4591,No,High School or below,Female,No,Single,45,\N,3,4,99,Technology Related Job,66,CT,11,96,No,No,0.11,3407,486,0,2015,2 -12,29076,0.02,0.03,4251019925,4592,Yes,High School or below,Male,Yes,Married,103,\N,0,2,17,Non-technology Related Job,238,FL,208,111,No,No,0.56,1177,392,0,2015,1 -12,29076,0.02,0.03,4251019925,4592,Yes,High School or below,Male,Yes,Married,103,\N,0,2,17,Non-technology Related Job,238,FL,208,111,No,No,0.56,5080,725,0,2015,2 -28,27105,0.04,0,4251021432,4593,Yes,Bachelor or equivalent,Male,Yes,Single,111,\N,2,7,58,Technology Related Job,99,MT,211,221,No,No,0.77,7203,900,0,2015,1 -28,27105,0.04,0,4251021432,4593,Yes,Bachelor or equivalent,Male,Yes,Single,111,\N,2,7,58,Technology Related Job,99,MT,211,221,No,No,0.77,407,407,0,2015,2 -58,138006,0.03,0.01,4251099145,4594,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,0,5,76,Non-technology Related Job,271,NV,408,236,No,No,0.23,1954,488,1,2015,1 -58,138006,0.03,0.01,4251099145,4594,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,0,5,76,Non-technology Related Job,271,NV,408,236,No,No,0.23,2149,537,1,2015,2 -74,136034,0.05,0.02,4251048998,4595,Yes,Master or equivalent,Male,Yes,Married,56,\N,2,2,17,Technology Related Job,131,UT,411,96,No,No,0.44,1753,438,0,2015,1 -74,136034,0.05,0.02,4251048998,4595,Yes,Master or equivalent,Male,Yes,Married,56,\N,2,2,17,Technology Related Job,131,UT,411,96,No,No,0.44,3785,630,0,2015,2 -36,246935,0.03,0.03,4251028314,4596,Yes,Master or equivalent,Female,Yes,Married,114,\N,3,0,35,Non-technology Related Job,303,VA,108,111,No,No,0.9,3834,547,0,2015,1 -36,246935,0.03,0.03,4251028314,4596,Yes,Master or equivalent,Female,Yes,Married,114,\N,3,0,35,Non-technology Related Job,303,VA,108,111,No,No,0.9,2655,885,0,2015,2 -52,244964,0.05,0,4251067652,4597,Yes,High School or below,Female,Yes,Married,1,\N,2,5,75,Technology Related Job,164,IL,112,221,No,No,0.11,4540,756,0,2015,1 -52,244964,0.05,0,4251067652,4597,Yes,High School or below,Female,Yes,Married,1,\N,2,5,75,Technology Related Job,164,IL,112,221,No,No,0.11,8285,920,0,2015,2 -52,244964,0.05,0,4251067652,4597,Yes,High School or below,Female,Yes,Married,1,\N,2,5,75,Technology Related Job,164,IL,112,221,No,No,0.11,161,161,0,2015,3 -15,105864,0.03,0.01,4251046096,4598,Yes,High School or below,Male,Yes,Married,59,\N,3,3,94,Non-technology Related Job,336,IA,309,236,No,No,0.56,4417,883,0,2015,1 -15,105864,0.03,0.01,4251046096,4598,Yes,High School or below,Male,Yes,Married,59,\N,3,3,94,Non-technology Related Job,336,IA,309,236,No,No,0.56,4097,819,0,2015,2 -30,103893,0.05,0.02,4251070443,4599,Yes,High School or below,Male,No,Single,67,\N,2,0,34,Technology Related Job,196,NY,312,96,No,Yes,0.78,4575,762,0,2015,1 -30,103893,0.05,0.02,4251070443,4599,Yes,High School or below,Male,No,Single,67,\N,2,0,34,Technology Related Job,196,NY,312,96,No,Yes,0.78,4131,688,0,2015,2 -61,214794,0.03,0.03,4251059805,4600,Yes,High School or below,Female,Yes,Single,5,\N,3,6,53,Non-technology Related Job,369,ND,9,111,No,No,0.23,4230,1057,1,2015,1 -61,214794,0.03,0.03,4251059805,4600,Yes,High School or below,Female,Yes,Single,5,\N,3,6,53,Non-technology Related Job,369,ND,9,111,No,No,0.23,4619,659,1,2015,2 -77,212823,0.05,0,4251091738,4601,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,1,3,93,Technology Related Job,229,WY,12,221,No,No,0.44,4817,963,0,2015,1 -77,212823,0.05,0,4251091738,4601,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,1,3,93,Technology Related Job,229,WY,12,221,No,No,0.44,5736,819,0,2015,2 -39,73723,0.04,0.01,4251022272,4602,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,1,12,Non-technology Related Job,401,AK,209,236,No,No,0.9,3197,639,0,2015,1 -39,73723,0.04,0.01,4251022272,4602,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,1,12,Non-technology Related Job,401,AK,209,236,No,No,0.9,1238,619,0,2015,2 -39,73723,0.04,0.01,4251022272,4602,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,1,12,Non-technology Related Job,401,AK,209,236,No,No,0.9,1458,729,0,2015,3 -55,71752,0.06,0.02,4251025381,4603,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,1,6,52,Technology Related Job,261,ME,212,96,No,No,0.11,4982,996,0,2015,1 -55,71752,0.06,0.02,4251025381,4603,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,1,6,52,Technology Related Job,261,ME,212,96,No,No,0.11,2340,585,0,2015,2 -17,182652,0.04,0.03,4251076783,4604,Yes,Master or equivalent,Male,No,Married,16,\N,2,4,71,Non-technology Related Job,434,MA,409,111,No,No,0.57,2015,671,0,2015,1 -17,182652,0.04,0.03,4251076783,4604,Yes,Master or equivalent,Male,No,Married,16,\N,2,4,71,Non-technology Related Job,434,MA,409,111,No,No,0.57,4580,916,0,2015,2 -33,180681,0.06,0,4251030551,4605,Yes,PhD or equivalent,Female,No,Single,23,\N,1,1,11,Technology Related Job,294,PA,413,221,No,No,0.78,4565,760,0,2015,1 -33,180681,0.06,0,4251030551,4605,Yes,PhD or equivalent,Female,No,Single,23,\N,1,1,11,Technology Related Job,294,PA,413,221,No,No,0.78,3181,454,0,2015,2 -64,41582,0.04,0.01,4251082037,4606,Yes,High School or below,Female,Yes,Single,81,\N,2,7,30,Non-technology Related Job,466,SC,110,236,No,No,0.23,4460,637,0,2015,1 -64,41582,0.04,0.01,4251082037,4606,Yes,High School or below,Female,Yes,Single,81,\N,2,7,30,Non-technology Related Job,466,SC,110,236,No,No,0.23,4017,803,0,2015,2 -12,39611,0.06,0.02,4251042268,4607,Yes,High School or below,Male,Yes,Single,88,\N,1,4,70,Technology Related Job,326,CO,113,96,No,No,0.44,4706,522,0,2015,1 -12,39611,0.06,0.02,4251042268,4607,Yes,High School or below,Male,Yes,Single,88,\N,1,4,70,Technology Related Job,326,CO,113,96,No,No,0.44,3084,771,0,2015,2 -42,150511,0.04,0.02,4251072421,4608,Yes,High School or below,Female,Yes,Single,26,\N,2,2,89,Non-technology Related Job,499,DE,310,111,No,No,0.9,3040,380,0,2015,1 -42,150511,0.04,0.02,4251072421,4608,Yes,High School or below,Female,Yes,Single,26,\N,2,2,89,Non-technology Related Job,499,DE,310,111,No,No,0.9,2058,686,0,2015,2 -58,148540,0.06,0,4251036746,4609,Yes,High School or below,Female,Yes,Married,34,\N,0,0,29,Technology Related Job,359,MO,313,221,No,No,0.11,3201,800,0,2015,1 -58,148540,0.06,0,4251036746,4609,Yes,High School or below,Female,Yes,Married,34,\N,0,0,29,Technology Related Job,359,MO,313,221,No,No,0.11,5142,857,0,2015,2 -20,9440,0.05,0,4251094749,4610,Yes,Bachelor or equivalent,Male,No,Married,92,\N,1,5,48,Non-technology Related Job,31,NE,10,236,No,No,0.57,1394,697,0,2015,1 -20,9440,0.05,0,4251094749,4610,Yes,Bachelor or equivalent,Male,No,Married,92,\N,1,5,48,Non-technology Related Job,31,NE,10,236,No,No,0.57,2741,913,0,2015,2 -36,7469,0.07,0.02,4251018516,4611,Yes,Bachelor or equivalent,Female,Yes,Single,99,\N,0,3,88,Technology Related Job,392,UT,14,96,No,No,0.78,2787,929,1,2015,1 -36,7469,0.07,0.02,4251018516,4611,Yes,Bachelor or equivalent,Female,Yes,Single,99,\N,0,3,88,Technology Related Job,392,UT,14,96,No,No,0.78,3309,472,1,2015,2 -66,118370,0.05,0.02,4251035903,4612,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,1,0,6,Non-technology Related Job,64,VA,211,111,No,Yes,0.23,4064,812,0,2015,1 -66,118370,0.05,0.02,4251035903,4612,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,1,0,6,Non-technology Related Job,64,VA,211,111,No,Yes,0.23,1061,353,0,2015,2 -14,116399,0.07,0,4251067265,4613,Yes,Master or equivalent,Male,No,Single,45,\N,0,6,47,Technology Related Job,424,ID,214,221,No,No,0.44,2832,566,1,2015,1 -14,116399,0.07,0,4251067265,4613,Yes,Master or equivalent,Male,No,Single,45,\N,0,6,47,Technology Related Job,424,ID,214,221,No,No,0.44,3267,653,1,2015,2 -45,227299,0.05,0,4251062483,4614,Yes,High School or below,Female,Yes,Single,102,\N,1,3,65,Non-technology Related Job,96,IN,411,236,No,No,0.9,3313,662,0,2015,1 -45,227299,0.05,0,4251062483,4614,Yes,High School or below,Female,Yes,Single,102,\N,1,3,65,Non-technology Related Job,96,IN,411,236,No,No,0.9,3392,678,0,2015,2 -61,225328,0.07,0.02,4251037283,4615,Yes,High School or below,Female,Yes,Married,110,\N,3,1,6,Technology Related Job,457,NM,414,96,No,No,0.11,3203,640,0,2015,1 -61,225328,0.07,0.02,4251037283,4615,Yes,High School or below,Female,Yes,Married,110,\N,3,1,6,Technology Related Job,457,NM,414,96,No,No,0.11,1641,820,0,2015,2 -23,86229,0.05,0.02,4251081229,4616,Yes,High School or below,Male,Yes,Married,48,\N,1,6,24,Non-technology Related Job,129,NC,111,111,Yes,No,0.57,1059,529,0,2015,1 -23,86229,0.05,0.02,4251081229,4616,Yes,High School or below,Male,Yes,Married,48,\N,1,6,24,Non-technology Related Job,129,NC,111,111,Yes,No,0.57,2383,1191,0,2015,2 -39,84258,0.07,0,4251059918,4617,Yes,High School or below,Female,Yes,Married,55,\N,3,4,65,Technology Related Job,489,WY,115,221,No,No,0.78,2440,610,0,2015,1 -39,84258,0.07,0,4251059918,4617,Yes,High School or below,Female,Yes,Married,55,\N,3,4,65,Technology Related Job,489,WY,115,221,No,No,0.78,3305,550,0,2015,2 -69,195158,0.06,0,4251045155,4618,Yes,High School or below,Male,No,Married,113,\N,0,1,83,Non-technology Related Job,162,AK,312,236,No,No,0.24,3053,763,1,2015,1 -69,195158,0.06,0,4251045155,4618,Yes,High School or below,Male,No,Married,113,\N,0,1,83,Non-technology Related Job,162,AK,312,236,No,No,0.24,1366,1366,1,2015,2 -17,193187,0,0.02,4251034373,4619,Yes,Bachelor or equivalent,Male,No,Single,1,\N,3,7,24,Technology Related Job,22,ME,315,96,No,No,0.45,2431,1215,1,2015,1 -17,193187,0,0.02,4251034373,4619,Yes,Bachelor or equivalent,Male,No,Single,1,\N,3,7,24,Technology Related Job,22,ME,315,96,No,No,0.45,302,302,1,2015,2 -47,54087,0.06,0.02,4251051628,4620,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,5,42,Non-technology Related Job,194,MD,12,111,No,No,0.9,4198,699,0,2015,1 -47,54087,0.06,0.02,4251051628,4620,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,5,42,Non-technology Related Job,194,MD,12,111,No,No,0.9,1544,386,0,2015,2 -47,54087,0.06,0.02,4251051628,4620,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,5,42,Non-technology Related Job,194,MD,12,111,No,No,0.9,443,443,0,2015,3 -63,52116,0,0,4251055637,4621,Yes,Master or equivalent,Female,Yes,Married,66,\N,3,2,83,Technology Related Job,54,OR,15,221,No,Yes,0.11,4150,1037,0,2015,1 -63,52116,0,0,4251055637,4621,Yes,Master or equivalent,Female,Yes,Married,66,\N,3,2,83,Technology Related Job,54,OR,15,221,No,Yes,0.11,1871,467,0,2015,2 -26,163017,0.06,0,4251079339,4622,Yes,PhD or equivalent,Male,Yes,Single,4,\N,0,0,1,Non-technology Related Job,227,RI,212,236,No,No,0.57,2880,480,0,2015,1 -26,163017,0.06,0,4251079339,4622,Yes,PhD or equivalent,Male,Yes,Single,4,\N,0,0,1,Non-technology Related Job,227,RI,212,236,No,No,0.57,4779,682,0,2015,2 -42,161046,0,0.02,4251053679,4623,Yes,High School or below,Female,Yes,Married,12,\N,2,5,42,Technology Related Job,87,CO,216,96,No,No,0.78,5160,573,0,2015,1 -42,161046,0,0.02,4251053679,4623,Yes,High School or below,Female,Yes,Married,12,\N,2,5,42,Technology Related Job,87,CO,216,96,No,No,0.78,3522,587,0,2015,2 -72,21946,0.06,0.02,4251029968,4624,Yes,High School or below,Male,No,Married,69,\N,0,3,60,Non-technology Related Job,259,DE,413,111,No,No,0.24,4907,817,0,2015,1 -72,21946,0.06,0.02,4251029968,4624,Yes,High School or below,Male,No,Married,69,\N,0,3,60,Non-technology Related Job,259,DE,413,111,No,No,0.24,5000,1250,0,2015,2 -20,19975,0,0,4251048102,4625,Yes,High School or below,Male,Yes,Single,77,\N,2,0,1,Technology Related Job,119,MO,416,221,No,No,0.45,2319,579,0,2015,1 -20,19975,0,0,4251048102,4625,Yes,High School or below,Male,Yes,Single,77,\N,2,0,1,Technology Related Job,119,MO,416,221,No,No,0.45,1825,608,0,2015,2 -50,130875,0.07,0,4251077052,4626,Yes,High School or below,Female,Yes,Single,15,\N,3,6,19,Non-technology Related Job,292,MT,113,236,No,No,0.9,5589,798,0,2015,1 -50,130875,0.07,0,4251077052,4626,Yes,High School or below,Female,Yes,Single,15,\N,3,6,19,Non-technology Related Job,292,MT,113,236,No,No,0.9,6336,905,0,2015,2 -66,128904,0.01,0.02,4251040535,4627,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,2,3,59,Technology Related Job,152,TX,116,96,No,No,0.11,6534,816,0,2015,1 -66,128904,0.01,0.02,4251040535,4627,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,2,3,59,Technology Related Job,152,TX,116,96,No,No,0.11,2965,593,0,2015,2 -29,239805,0.07,0.02,4251096019,4628,Yes,Bachelor or equivalent,Male,Yes,Single,80,\N,3,1,78,Non-technology Related Job,324,VT,313,111,No,No,0.57,183,183,0,2015,1 -29,239805,0.07,0.02,4251096019,4628,Yes,Bachelor or equivalent,Male,Yes,Single,80,\N,3,1,78,Non-technology Related Job,324,VT,313,111,No,No,0.57,3116,623,0,2015,2 -44,237834,0.01,0,4251096153,4629,Yes,Master or equivalent,Female,Yes,Married,88,\N,1,6,18,Non-technology Related Job,185,ID,316,221,No,No,0.78,1326,265,0,2015,2 -75,98734,0.07,0,4251052242,4630,Yes,Master or equivalent,Male,Yes,Married,26,\N,3,4,37,Non-technology Related Job,357,IN,13,236,No,No,0.24,3188,531,0,2015,1 -75,98734,0.07,0,4251052242,4630,Yes,Master or equivalent,Male,Yes,Married,26,\N,3,4,37,Non-technology Related Job,357,IN,13,236,No,No,0.24,785,392,0,2015,2 -23,96763,0.01,0.02,4251090938,4631,Yes,High School or below,Male,Yes,Single,33,\N,1,1,77,Non-technology Related Job,217,NM,17,96,No,No,0.45,4356,871,0,2015,1 -23,96763,0.01,0.02,4251090938,4631,Yes,High School or below,Male,Yes,Single,33,\N,1,1,77,Non-technology Related Job,217,NM,17,96,No,No,0.45,4766,953,0,2015,2 -53,207664,0.07,0.02,4251090330,4632,Yes,High School or below,Female,No,Single,91,\N,2,7,96,Non-technology Related Job,389,NY,214,111,No,No,0.9,5801,966,0,2015,1 -53,207664,0.07,0.02,4251090330,4632,Yes,High School or below,Female,No,Single,91,\N,2,7,96,Non-technology Related Job,389,NY,214,111,No,No,0.9,4051,1012,0,2015,2 -53,207664,0.07,0.02,4251090330,4632,Yes,High School or below,Female,No,Single,91,\N,2,7,96,Non-technology Related Job,389,NY,214,111,No,No,0.9,72,72,0,2015,3 -69,205692,0.01,0,4251045292,4633,Yes,High School or below,Female,No,Single,98,\N,1,4,36,Non-technology Related Job,250,WI,217,221,No,No,0.12,6154,769,1,2015,1 -69,205692,0.01,0,4251045292,4633,Yes,High School or below,Female,No,Single,98,\N,1,4,36,Non-technology Related Job,250,WI,217,221,No,No,0.12,5109,1277,1,2015,2 -31,66593,0,0,4251050836,4634,Yes,High School or below,Male,Yes,Single,36,\N,2,2,55,Non-technology Related Job,422,AL,414,236,No,Yes,0.57,2820,564,0,2015,1 -31,66593,0,0,4251050836,4634,Yes,High School or below,Male,Yes,Single,36,\N,2,2,55,Non-technology Related Job,422,AL,414,236,No,Yes,0.57,3341,668,0,2015,2 -31,66593,0,0,4251050836,4634,Yes,High School or below,Male,Yes,Single,36,\N,2,2,55,Non-technology Related Job,422,AL,414,236,No,Yes,0.57,1066,1066,0,2015,3 -47,64622,0.02,0.02,4251045460,4635,Yes,Bachelor or equivalent,Female,Yes,Married,44,\N,1,7,95,Non-technology Related Job,282,LA,417,96,No,No,0.78,4624,513,0,2015,1 -47,64622,0.02,0.02,4251045460,4635,Yes,Bachelor or equivalent,Female,Yes,Married,44,\N,1,7,95,Non-technology Related Job,282,LA,417,96,No,No,0.78,4679,935,0,2015,2 -78,175522,0,0.02,4251065005,4636,Yes,Bachelor or equivalent,Male,Yes,Married,102,\N,2,5,14,Non-technology Related Job,455,MD,114,110,No,No,0.24,6406,800,0,2015,1 -78,175522,0,0.02,4251065005,4636,Yes,Bachelor or equivalent,Male,Yes,Married,102,\N,2,5,14,Non-technology Related Job,455,MD,114,110,No,No,0.24,2761,690,0,2015,2 -25,173551,0.02,0,4251071710,4637,No,Bachelor or equivalent,Male,Yes,Single,109,\N,0,3,54,Non-technology Related Job,315,OR,118,220,No,No,0.45,4742,790,0,2015,1 -25,173551,0.02,0,4251071710,4637,No,Bachelor or equivalent,Male,Yes,Single,109,\N,0,3,54,Non-technology Related Job,315,OR,118,220,No,No,0.45,7061,882,0,2015,2 -25,173551,0.02,0,4251071710,4637,No,Bachelor or equivalent,Male,Yes,Single,109,\N,0,3,54,Non-technology Related Job,315,OR,118,220,No,No,0.45,260,260,0,2015,3 -56,34452,0,0,4251017983,4638,Yes,Master or equivalent,Female,No,Married,47,\N,2,0,73,Non-technology Related Job,487,PA,315,235,No,No,0.91,5808,580,0,2015,1 -56,34452,0,0,4251017983,4638,Yes,Master or equivalent,Female,No,Married,47,\N,2,0,73,Non-technology Related Job,487,PA,315,235,No,No,0.91,5743,638,0,2015,2 -56,34452,0,0,4251017983,4638,Yes,Master or equivalent,Female,No,Married,47,\N,2,0,73,Non-technology Related Job,487,PA,315,235,No,No,0.91,662,662,0,2015,3 -72,32481,0.02,0.02,4251042866,4639,Yes,High School or below,Male,Yes,Single,55,\N,0,6,13,Non-technology Related Job,347,CA,318,95,No,No,0.12,430,215,0,2015,1 -72,32481,0.02,0.02,4251042866,4639,Yes,High School or below,Male,Yes,Single,55,\N,0,6,13,Non-technology Related Job,347,CA,318,95,No,No,0.12,617,617,0,2015,2 -34,143381,0,0.02,4251088102,4640,Yes,High School or below,Female,Yes,Single,113,\N,1,3,32,Non-technology Related Job,20,CT,15,110,No,No,0.57,3975,662,0,2015,1 -34,143381,0,0.02,4251088102,4640,Yes,High School or below,Female,Yes,Single,113,\N,1,3,32,Non-technology Related Job,20,CT,15,110,No,No,0.57,753,188,0,2015,2 -34,143381,0,0.02,4251088102,4640,Yes,High School or below,Female,Yes,Single,113,\N,1,3,32,Non-technology Related Job,20,CT,15,110,No,No,0.57,1382,1382,0,2015,3 -50,141410,0.02,0,4251085575,4641,Yes,High School or below,Female,Yes,Married,0,\N,0,1,72,Non-technology Related Job,380,MS,18,220,Yes,Yes,0.78,2160,432,1,2015,1 -50,141410,0.02,0,4251085575,4641,Yes,High School or below,Female,Yes,Married,0,\N,0,1,72,Non-technology Related Job,380,MS,18,220,Yes,Yes,0.78,6167,685,1,2015,2 -50,141410,0.02,0,4251085575,4641,Yes,High School or below,Female,Yes,Married,0,\N,0,1,72,Non-technology Related Job,380,MS,18,220,Yes,Yes,0.78,689,689,1,2015,3 -12,2310,0.01,0,4251063594,4642,Yes,High School or below,Male,Yes,Married,58,\N,1,6,90,Non-technology Related Job,52,MT,215,235,No,No,0.24,4773,1193,0,2015,1 -12,2310,0.01,0,4251063594,4642,Yes,High School or below,Male,Yes,Married,58,\N,1,6,90,Non-technology Related Job,52,MT,215,235,No,No,0.24,5357,765,0,2015,2 -28,339,0.03,0.02,4251013858,4643,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,0,4,31,Non-technology Related Job,412,TX,219,95,No,No,0.45,2828,707,0,2015,1 -28,339,0.03,0.02,4251013858,4643,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,0,4,31,Non-technology Related Job,412,TX,219,95,No,No,0.45,1659,829,0,2015,2 -59,111240,0.01,0.02,4251034158,4644,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,1,1,49,Non-technology Related Job,85,UT,416,110,No,No,0.91,9745,885,0,2015,1 -59,111240,0.01,0.02,4251034158,4644,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,1,1,49,Non-technology Related Job,85,UT,416,110,No,No,0.91,2739,456,0,2015,2 -75,109269,0.03,0,4251058408,4645,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,3,7,90,Non-technology Related Job,445,HI,419,220,No,No,0.12,3095,773,0,2015,1 -75,109269,0.03,0,4251058408,4645,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,3,7,90,Non-technology Related Job,445,HI,419,220,No,No,0.12,4229,845,0,2015,2 -75,109269,0.03,0,4251058408,4645,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,3,7,90,Non-technology Related Job,445,HI,419,220,No,No,0.12,595,595,0,2015,3 -37,220169,0.01,0,4251075589,4646,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,1,4,8,Non-technology Related Job,117,IL,116,235,No,No,0.57,8300,592,0,2015,1 -37,220169,0.01,0,4251075589,4646,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,1,4,8,Non-technology Related Job,117,IL,116,235,No,No,0.57,3655,609,0,2015,2 -53,218198,0.03,0.02,4251080392,4647,Yes,PhD or equivalent,Female,No,Married,76,\N,3,2,49,Non-technology Related Job,478,NJ,119,95,No,No,0.79,3194,532,0,2015,1 -53,218198,0.03,0.02,4251080392,4647,Yes,PhD or equivalent,Female,No,Married,76,\N,3,2,49,Non-technology Related Job,478,NJ,119,95,No,No,0.79,2177,725,0,2015,2 -53,218198,0.03,0.02,4251080392,4647,Yes,PhD or equivalent,Female,No,Married,76,\N,3,2,49,Non-technology Related Job,478,NJ,119,95,No,No,0.79,367,367,0,2015,3 -15,79098,0.01,0.02,4251044181,4648,Yes,High School or below,Male,Yes,Single,14,\N,0,0,67,Non-technology Related Job,150,NY,316,110,No,No,0.24,3916,979,0,2015,1 -15,79098,0.01,0.02,4251044181,4648,Yes,High School or below,Male,Yes,Single,14,\N,0,0,67,Non-technology Related Job,150,NY,316,110,No,No,0.24,4119,1029,0,2015,2 -31,77127,0.03,0,4251042041,4649,Yes,High School or below,Male,Yes,Married,22,\N,3,5,8,Non-technology Related Job,10,WI,320,220,No,No,0.45,4929,704,0,2015,1 -31,77127,0.03,0,4251042041,4649,Yes,High School or below,Male,Yes,Married,22,\N,3,5,8,Non-technology Related Job,10,WI,320,220,No,No,0.45,4341,868,0,2015,2 -61,188028,0.02,0,4251076241,4650,Yes,High School or below,Female,Yes,Married,79,\N,0,3,26,Others,182,WY,16,235,No,No,0.91,3467,577,1,2015,1 -61,188028,0.02,0,4251076241,4650,Yes,High School or below,Female,Yes,Married,79,\N,0,3,26,Others,182,WY,16,235,No,No,0.91,3125,625,1,2015,2 -77,186057,0.04,0.02,4251010902,4651,Yes,High School or below,Male,Yes,Single,87,\N,2,0,67,Non-technology Related Job,43,KY,20,95,No,No,0.12,2836,567,0,2015,1 -77,186057,0.04,0.02,4251010902,4651,Yes,High School or below,Male,Yes,Single,87,\N,2,0,67,Non-technology Related Job,43,KY,20,95,No,No,0.12,6147,683,0,2015,2 -40,46957,0.02,0.02,4251073273,4652,Yes,Bachelor or equivalent,Female,No,Single,25,\N,0,6,85,Others,215,ME,217,110,No,No,0.58,2877,719,0,2015,1 -40,46957,0.02,0.02,4251073273,4652,Yes,Bachelor or equivalent,Female,No,Single,25,\N,0,6,85,Others,215,ME,217,110,No,No,0.58,2186,728,0,2015,2 -56,44986,0.04,0,4251074143,4653,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,2,3,26,Non-technology Related Job,75,OK,220,220,No,No,0.79,8647,960,0,2015,1 -56,44986,0.04,0,4251074143,4653,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,2,3,26,Non-technology Related Job,75,OK,220,220,No,No,0.79,3157,631,0,2015,2 -18,155887,0.02,0,4251025560,4654,Yes,Bachelor or equivalent,Male,Yes,Single,90,\N,3,1,44,Others,248,PA,417,235,No,No,0.24,1216,304,0,2015,1 -18,155887,0.02,0,4251025560,4654,Yes,Bachelor or equivalent,Male,Yes,Single,90,\N,3,1,44,Others,248,PA,417,235,No,No,0.24,4006,667,0,2015,2 -34,153916,0.04,0.02,4251059201,4655,Yes,Master or equivalent,Male,Yes,Married,98,\N,2,6,84,Non-technology Related Job,108,CA,420,95,No,No,0.45,6203,775,1,2015,1 -34,153916,0.04,0.02,4251059201,4655,Yes,Master or equivalent,Male,Yes,Married,98,\N,2,6,84,Non-technology Related Job,108,CA,420,95,No,No,0.45,5124,640,1,2015,2 -64,14816,0.02,0.02,4251078302,4656,Yes,PhD or equivalent,Female,Yes,Married,36,\N,3,4,3,Others,280,CO,117,110,No,Yes,0.91,2586,646,0,2015,1 -64,14816,0.02,0.02,4251078302,4656,Yes,PhD or equivalent,Female,Yes,Married,36,\N,3,4,3,Others,280,CO,117,110,No,Yes,0.91,546,546,0,2015,2 -64,14816,0.02,0.02,4251078302,4656,Yes,PhD or equivalent,Female,Yes,Married,36,\N,3,4,3,Others,280,CO,117,110,No,Yes,0.91,368,368,0,2015,3 -12,12845,0.05,0,4251017539,4657,Yes,High School or below,Male,Yes,Single,43,\N,2,1,43,Non-technology Related Job,140,MN,121,220,No,No,0.12,3302,825,0,2015,1 -12,12845,0.05,0,4251017539,4657,Yes,High School or below,Male,Yes,Single,43,\N,2,1,43,Non-technology Related Job,140,MN,121,220,No,No,0.12,2159,1079,0,2015,2 -43,123745,0.03,0,4251069821,4658,Yes,High School or below,Female,Yes,Married,101,\N,3,7,62,Others,313,MO,318,235,No,No,0.58,1848,462,0,2015,1 -43,123745,0.03,0,4251069821,4658,Yes,High School or below,Female,Yes,Married,101,\N,3,7,62,Others,313,MO,318,235,No,No,0.58,4181,836,0,2015,2 -58,121774,0.05,0.02,4251091567,4659,Yes,High School or below,Female,Yes,Single,108,\N,1,4,2,Non-technology Related Job,173,TN,321,95,No,No,0.79,7553,755,0,2015,1 -58,121774,0.05,0.02,4251091567,4659,Yes,High School or below,Female,Yes,Single,108,\N,1,4,2,Non-technology Related Job,173,TN,321,95,No,No,0.79,1327,265,0,2015,2 -21,232675,0.03,0.02,4251031004,4660,Yes,High School or below,Male,Yes,Single,46,\N,3,2,21,Others,345,UT,18,110,No,No,0.24,2448,612,0,2015,1 -21,232675,0.03,0.02,4251031004,4660,Yes,High School or below,Male,Yes,Single,46,\N,3,2,21,Others,345,UT,18,110,No,No,0.24,2414,804,0,2015,2 -37,230704,0.05,0,4251015357,4661,Yes,Bachelor or equivalent,Male,No,Married,54,\N,1,7,61,Non-technology Related Job,205,HI,21,220,No,No,0.45,1646,823,0,2015,1 -37,230704,0.05,0,4251015357,4661,Yes,Bachelor or equivalent,Male,No,Married,54,\N,1,7,61,Non-technology Related Job,205,HI,21,220,No,No,0.45,1546,773,0,2015,2 -67,91604,0.03,0,4251060466,4662,Yes,Bachelor or equivalent,Female,Yes,Married,112,\N,2,5,80,Others,378,ID,218,235,No,No,0.91,4003,571,0,2015,1 -67,91604,0.03,0,4251060466,4662,Yes,Bachelor or equivalent,Female,Yes,Married,112,\N,2,5,80,Others,378,ID,218,235,No,No,0.91,1846,615,0,2015,2 -15,89633,0.05,0.02,4251070197,4663,Yes,Master or equivalent,Male,Yes,Married,119,\N,1,2,20,Non-technology Related Job,238,NH,222,95,No,Yes,0.12,4087,681,0,2015,1 -45,200533,0.03,0.02,4251009036,4664,Yes,Master or equivalent,Female,Yes,Married,57,\N,2,0,39,Others,410,NM,419,110,No,No,0.58,2225,556,0,2015,1 -45,200533,0.03,0.02,4251009036,4664,Yes,Master or equivalent,Female,Yes,Married,57,\N,2,0,39,Others,410,NM,419,110,No,No,0.58,5744,638,0,2015,2 -61,198562,0.06,0,4251092859,4665,Yes,High School or below,Female,Yes,Single,65,\N,1,6,79,Non-technology Related Job,271,WV,422,220,No,No,0.79,4780,796,0,2015,1 -61,198562,0.06,0,4251092859,4665,Yes,High School or below,Female,Yes,Single,65,\N,1,6,79,Non-technology Related Job,271,WV,422,220,No,No,0.79,1819,606,0,2015,2 -63,3520,0.01,0.03,4251058957,4666,Yes,High School or below,Female,No,Married,35,\N,2,0,48,Non-technology Related Job,447,SD,21,5,No,No,0.32,773,386,0,2015,1 -63,3520,0.01,0.03,4251058957,4666,Yes,High School or below,Female,No,Married,35,\N,2,0,48,Non-technology Related Job,447,SD,21,5,No,No,0.32,4247,849,0,2015,2 -26,114420,0.07,0,4251020928,4667,Yes,High School or below,Male,Yes,Married,93,\N,3,5,67,Others,119,TN,218,20,No,No,0.78,2388,477,0,2015,1 -26,114420,0.07,0,4251020928,4667,Yes,High School or below,Male,Yes,Married,93,\N,3,5,67,Others,119,TN,218,20,No,No,0.78,3436,859,0,2015,2 -26,114420,0.07,0,4251020928,4667,Yes,High School or below,Male,Yes,Married,93,\N,3,5,67,Others,119,TN,218,20,No,No,0.78,1264,1264,0,2015,3 -42,112449,0.01,0.01,4251060396,4668,Yes,High School or below,Male,Yes,Single,101,\N,2,3,7,Non-technology Related Job,479,FL,222,130,No,No,0.99,3774,943,0,2015,1 -42,112449,0.01,0.01,4251060396,4668,Yes,High School or below,Male,Yes,Single,101,\N,2,3,7,Non-technology Related Job,479,FL,222,130,No,No,0.99,1127,563,0,2015,2 -42,112449,0.01,0.01,4251060396,4668,Yes,High School or below,Male,Yes,Single,101,\N,2,3,7,Non-technology Related Job,479,FL,222,130,No,No,0.99,739,739,0,2015,3 -72,223350,0,0.02,4251024971,4669,Yes,High School or below,Female,Yes,Single,39,\N,3,0,26,Others,152,HI,419,145,No,No,0.44,4002,667,0,2015,1 -72,223350,0,0.02,4251024971,4669,Yes,High School or below,Female,Yes,Single,39,\N,3,0,26,Others,152,HI,419,145,No,No,0.44,5797,966,0,2015,2 -72,223350,0,0.02,4251024971,4669,Yes,High School or below,Female,Yes,Single,39,\N,3,0,26,Others,152,HI,419,145,No,No,0.44,484,484,0,2015,3 -20,221379,0.02,0.03,4251033490,4670,No,Bachelor or equivalent,Female,Yes,Single,46,\N,1,6,66,Non-technology Related Job,12,NV,422,5,No,No,0.65,4606,658,0,2015,1 -20,221379,0.02,0.03,4251033490,4670,No,Bachelor or equivalent,Female,Yes,Single,46,\N,1,6,66,Non-technology Related Job,12,NV,422,5,No,No,0.65,4423,737,0,2015,2 -50,82279,0,0,4251038498,4671,Yes,Bachelor or equivalent,Male,No,Single,104,\N,2,3,85,Others,184,NJ,119,20,No,No,0.11,2276,758,0,2015,1 -50,82279,0,0,4251038498,4671,Yes,Bachelor or equivalent,Male,No,Single,104,\N,2,3,85,Others,184,NJ,119,20,No,No,0.11,3330,555,0,2015,2 -66,80308,0.02,0.01,4251055980,4672,Yes,Master or equivalent,Female,No,Married,112,\N,1,1,25,Non-technology Related Job,44,WA,122,130,No,No,0.32,6541,817,0,2015,1 -66,80308,0.02,0.01,4251055980,4672,Yes,Master or equivalent,Female,No,Married,112,\N,1,1,25,Non-technology Related Job,44,WA,122,130,No,No,0.32,1512,756,0,2015,2 -29,191208,0,0.02,4251056558,4673,Yes,PhD or equivalent,Male,Yes,Married,50,\N,2,7,44,Others,217,WV,319,145,No,No,0.78,3552,592,0,2015,1 -29,191208,0,0.02,4251056558,4673,Yes,PhD or equivalent,Male,Yes,Married,50,\N,2,7,44,Others,217,WV,319,145,No,No,0.78,3982,796,0,2015,2 -44,189237,0.02,0.03,4251035403,4674,Yes,High School or below,Male,Yes,Single,57,\N,1,4,84,Non-technology Related Job,77,IA,322,5,No,Yes,0.99,1381,690,0,2015,1 -44,189237,0.02,0.03,4251035403,4674,Yes,High School or below,Male,Yes,Single,57,\N,1,4,84,Non-technology Related Job,77,IA,322,5,No,Yes,0.99,4176,696,0,2015,2 -75,50138,0,0,4251045573,4675,Yes,High School or below,Female,Yes,Married,115,\N,2,2,3,Others,249,KY,19,20,No,No,0.44,2934,586,0,2015,1 -75,50138,0,0,4251045573,4675,Yes,High School or below,Female,Yes,Married,115,\N,2,2,3,Others,249,KY,19,20,No,No,0.44,2514,502,0,2015,2 -23,48167,0.02,0.01,4251039574,4676,Yes,High School or below,Female,Yes,Single,2,\N,0,7,43,Non-technology Related Job,110,ND,23,130,No,No,0.66,5828,582,0,2015,1 -23,48167,0.02,0.01,4251039574,4676,Yes,High School or below,Female,Yes,Single,2,\N,0,7,43,Non-technology Related Job,110,ND,23,130,No,No,0.66,6853,979,0,2015,2 -53,159067,0.01,0.02,4251087698,4677,Yes,High School or below,Male,Yes,Single,60,\N,2,5,62,Others,282,OK,220,145,No,No,0.11,3865,966,0,2015,1 -53,159067,0.01,0.02,4251087698,4677,Yes,High School or below,Male,Yes,Single,60,\N,2,5,62,Others,282,OK,220,145,No,No,0.11,5148,643,0,2015,2 -69,157096,0.03,0.03,4251063926,4678,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,0,2,2,Non-technology Related Job,142,AZ,223,5,Yes,No,0.32,1144,381,0,2015,1 -69,157096,0.03,0.03,4251063926,4678,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,0,2,2,Non-technology Related Job,142,AZ,223,5,Yes,No,0.32,1389,694,0,2015,2 -31,17996,0.01,0,4251052088,4679,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,1,0,21,Others,315,CA,420,20,No,No,0.78,3274,654,0,2015,1 -31,17996,0.01,0,4251052088,4679,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,1,0,21,Others,315,CA,420,20,No,No,0.78,7190,798,0,2015,2 -47,16025,0.03,0.01,4251072910,4680,Yes,Master or equivalent,Male,No,Married,13,\N,0,5,61,Non-technology Related Job,175,MA,423,130,No,No,0.99,2075,691,0,2015,1 -47,16025,0.03,0.01,4251072910,4680,Yes,Master or equivalent,Male,No,Married,13,\N,0,5,61,Non-technology Related Job,175,MA,423,130,No,No,0.99,5994,749,0,2015,2 -78,126926,0.01,0.02,4251028185,4681,Yes,Master or equivalent,Female,Yes,Married,71,\N,1,3,79,Others,347,MN,120,145,No,No,0.45,1501,500,0,2015,1 -78,126926,0.01,0.02,4251028185,4681,Yes,Master or equivalent,Female,Yes,Married,71,\N,1,3,79,Others,347,MN,120,145,No,No,0.45,3937,656,0,2015,2 -78,126926,0.01,0.02,4251028185,4681,Yes,Master or equivalent,Female,Yes,Married,71,\N,1,3,79,Others,347,MN,120,145,No,No,0.45,860,430,0,2015,3 -25,124955,0.03,0.03,4251023001,4682,Yes,High School or below,Male,Yes,Single,79,\N,0,0,20,Non-technology Related Job,207,SC,124,5,No,No,0.66,3786,473,1,2015,1 -25,124955,0.03,0.03,4251023001,4682,Yes,High School or below,Male,Yes,Single,79,\N,0,0,20,Non-technology Related Job,207,SC,124,5,No,No,0.66,4872,696,1,2015,2 -56,235855,0.01,0,4251072107,4683,Yes,High School or below,Female,Yes,Single,16,\N,1,6,38,Others,380,TN,321,20,No,No,0.11,4439,493,0,2015,1 -56,235855,0.01,0,4251072107,4683,Yes,High School or below,Female,Yes,Single,16,\N,1,6,38,Others,380,TN,321,20,No,No,0.11,2599,866,0,2015,2 -72,233884,0.03,0.01,4251031485,4684,Yes,High School or below,Female,Yes,Married,24,\N,3,3,79,Non-technology Related Job,240,FL,324,130,No,No,0.32,2598,649,0,2015,1 -72,233884,0.03,0.01,4251031485,4684,Yes,High School or below,Female,Yes,Married,24,\N,3,3,79,Non-technology Related Job,240,FL,324,130,No,No,0.32,2528,421,0,2015,2 -34,94785,0.02,0.02,4251023050,4685,Yes,High School or below,Male,No,Single,82,\N,1,1,97,Others,412,HI,21,145,No,No,0.78,5863,977,0,2015,1 -34,94785,0.02,0.02,4251023050,4685,Yes,High School or below,Male,No,Single,82,\N,1,1,97,Others,412,HI,21,145,No,No,0.78,4298,859,0,2015,2 -50,92813,0.04,0.03,4251087927,4686,Yes,Bachelor or equivalent,Male,No,Married,89,\N,3,6,38,Non-technology Related Job,272,NE,24,5,No,No,0.99,5917,845,0,2015,1 -50,92813,0.04,0.03,4251087927,4686,Yes,Bachelor or equivalent,Male,No,Married,89,\N,3,6,38,Non-technology Related Job,272,NE,24,5,No,No,0.99,1771,590,0,2015,2 -12,203714,0.02,0,4251016034,4687,Yes,Bachelor or equivalent,Female,Yes,Married,27,\N,0,4,56,Others,445,NH,221,20,No,Yes,0.45,1109,554,0,2015,1 -12,203714,0.02,0,4251016034,4687,Yes,Bachelor or equivalent,Female,Yes,Married,27,\N,0,4,56,Others,445,NH,221,20,No,Yes,0.45,2744,914,0,2015,2 -28,201743,0.04,0.01,4251012372,4688,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,3,1,97,Non-technology Related Job,305,VA,225,130,No,No,0.66,9420,856,0,2015,1 -28,201743,0.04,0.01,4251012372,4688,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,3,1,97,Non-technology Related Job,305,VA,225,130,No,No,0.66,2650,530,0,2015,2 -59,62643,0.02,0.02,4251019552,4689,Yes,Master or equivalent,Female,Yes,Single,93,\N,0,7,15,Others,477,WV,422,145,No,No,0.11,3678,613,0,2015,1 -59,62643,0.02,0.02,4251019552,4689,Yes,Master or equivalent,Female,Yes,Single,93,\N,0,7,15,Others,477,WV,422,145,No,No,0.11,2957,492,0,2015,2 -75,60672,0.04,0.03,4251089144,4690,Yes,High School or below,Female,Yes,Single,100,\N,2,5,56,Non-technology Related Job,337,IA,425,5,No,No,0.32,5549,924,0,2015,1 -75,60672,0.04,0.03,4251089144,4690,Yes,High School or below,Female,Yes,Single,100,\N,2,5,56,Non-technology Related Job,337,IA,425,5,No,No,0.32,4233,529,0,2015,2 -37,171573,0.02,0,4251069273,4691,Yes,High School or below,Male,Yes,Single,38,\N,0,2,74,Others,10,KY,122,20,No,No,0.78,4206,600,0,2015,1 -37,171573,0.02,0,4251069273,4691,Yes,High School or below,Male,Yes,Single,38,\N,0,2,74,Others,10,KY,122,20,No,No,0.78,3556,592,0,2015,2 -53,169602,0.04,0.01,4251094371,4692,Yes,High School or below,Male,Yes,Married,45,\N,2,0,15,Non-technology Related Job,370,NC,125,130,No,No,0.99,510,255,0,2015,1 -53,169602,0.04,0.01,4251094371,4692,Yes,High School or below,Male,Yes,Married,45,\N,2,0,15,Non-technology Related Job,370,NC,125,130,No,No,0.99,5085,635,0,2015,2 -53,169602,0.04,0.01,4251094371,4692,Yes,High School or below,Male,Yes,Married,45,\N,2,0,15,Non-technology Related Job,370,NC,125,130,No,No,0.99,829,829,0,2015,3 -15,30502,0.03,0.01,4251028011,4693,Yes,High School or below,Female,Yes,Married,103,\N,3,5,33,Others,42,OH,322,145,No,No,0.45,2557,639,0,2015,1 -15,30502,0.03,0.01,4251028011,4693,Yes,High School or below,Female,Yes,Married,103,\N,3,5,33,Others,42,OH,322,145,No,No,0.45,3493,873,0,2015,2 -31,28531,0.05,0.03,4251052616,4694,Yes,Bachelor or equivalent,Male,No,Single,111,\N,2,3,74,Non-technology Related Job,403,AK,326,5,No,Yes,0.66,3674,734,0,2015,1 -31,28531,0.05,0.03,4251052616,4694,Yes,Bachelor or equivalent,Male,No,Single,111,\N,2,3,74,Non-technology Related Job,403,AK,326,5,No,Yes,0.66,4118,588,0,2015,2 -61,139431,0.03,0.03,4251099533,4695,Yes,Bachelor or equivalent,Female,Yes,Married,49,\N,3,0,92,Others,75,AR,22,20,Yes,No,0.12,1406,351,0,2015,1 -61,139431,0.03,0.03,4251099533,4695,Yes,Bachelor or equivalent,Female,Yes,Married,49,\N,3,0,92,Others,75,AR,22,20,Yes,No,0.12,1313,656,0,2015,2 -77,137460,0.05,0.01,4251098386,4696,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,2,6,32,Non-technology Related Job,435,MA,26,130,No,No,0.33,3956,791,0,2015,1 -77,137460,0.05,0.01,4251098386,4696,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,2,6,32,Non-technology Related Job,435,MA,26,130,No,No,0.33,2479,826,0,2015,2 -40,248361,0.03,0.01,4251068255,4697,Yes,Master or equivalent,Male,Yes,Single,114,\N,3,3,51,Others,108,MN,223,145,No,No,0.78,5588,798,0,2015,1 -40,248361,0.03,0.01,4251068255,4697,Yes,Master or equivalent,Male,Yes,Single,114,\N,3,3,51,Others,108,MN,223,145,No,No,0.78,7116,1016,0,2015,2 -40,248361,0.03,0.01,4251068255,4697,Yes,Master or equivalent,Male,Yes,Single,114,\N,3,3,51,Others,108,MN,223,145,No,No,0.78,760,760,0,2015,3 -56,246390,0.05,0.03,4251077895,4698,Yes,PhD or equivalent,Male,Yes,Married,2,\N,1,1,91,Others,468,RI,226,5,No,No,0.99,3599,719,0,2015,1 -56,246390,0.05,0.03,4251077895,4698,Yes,PhD or equivalent,Male,Yes,Married,2,\N,1,1,91,Others,468,RI,226,5,No,No,0.99,415,415,0,2015,2 -18,107290,0.03,0.03,4251072174,4699,Yes,High School or below,Female,No,Married,60,\N,3,6,10,Others,140,SD,423,20,No,No,0.45,2549,509,0,2015,1 -18,107290,0.03,0.03,4251072174,4699,Yes,High School or below,Female,No,Married,60,\N,3,6,10,Others,140,SD,423,20,No,No,0.45,3038,1012,0,2015,2 -34,105319,0.05,0.01,4251058900,4700,Yes,High School or below,Male,No,Married,67,\N,1,4,50,Others,0,DE,426,130,No,No,0.66,3420,488,1,2015,1 -34,105319,0.05,0.01,4251058900,4700,Yes,High School or below,Male,No,Married,67,\N,1,4,50,Others,0,DE,426,130,No,No,0.66,9919,826,1,2015,2 -64,216219,0.04,0.01,4251085277,4701,Yes,High School or below,Female,Yes,Married,5,\N,2,2,69,Others,173,GA,123,145,No,No,0.12,5221,474,0,2015,1 -64,216219,0.04,0.01,4251085277,4701,Yes,High School or below,Female,Yes,Married,5,\N,2,2,69,Others,173,GA,123,145,No,No,0.12,1821,455,0,2015,2 -12,214248,0.06,0.03,4251017038,4702,Yes,High School or below,Female,Yes,Single,12,\N,1,7,9,Others,33,NE,127,5,No,No,0.33,1490,745,0,2015,1 -12,214248,0.06,0.03,4251017038,4702,Yes,High School or below,Female,Yes,Single,12,\N,1,7,9,Others,33,NE,127,5,No,No,0.33,2636,439,0,2015,2 -43,75149,0.04,0.03,4251093121,4703,Yes,Bachelor or equivalent,Male,Yes,Single,70,\N,2,5,28,Others,205,NH,324,20,No,No,0.78,7123,791,0,2015,1 -43,75149,0.04,0.03,4251093121,4703,Yes,Bachelor or equivalent,Male,Yes,Single,70,\N,2,5,28,Others,205,NH,324,20,No,No,0.78,2610,870,0,2015,2 -58,73178,0.06,0.01,4251068620,4704,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,1,2,68,Others,65,VT,327,130,No,No,0.99,4491,641,0,2015,1 -58,73178,0.06,0.01,4251068620,4704,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,1,2,68,Others,65,VT,327,130,No,No,0.99,3844,1281,0,2015,2 -21,184078,0.04,0.01,4251055996,4705,Yes,Bachelor or equivalent,Female,No,Single,16,\N,2,0,87,Others,238,WA,24,145,No,No,0.45,4471,894,0,2015,1 -21,184078,0.04,0.01,4251055996,4705,Yes,Bachelor or equivalent,Female,No,Single,16,\N,2,0,87,Others,238,WA,24,145,No,No,0.45,4214,702,0,2015,2 -37,182107,0.06,0.03,4251099224,4706,Yes,Master or equivalent,Male,Yes,Married,23,\N,0,5,27,Others,98,IN,27,5,No,No,0.66,2933,488,1,2015,1 -37,182107,0.06,0.03,4251099224,4706,Yes,Master or equivalent,Male,Yes,Married,23,\N,0,5,27,Others,98,IN,27,5,No,No,0.66,3612,516,1,2015,2 -67,43008,0.04,0.03,4251034645,4707,Yes,PhD or equivalent,Female,Yes,Married,81,\N,2,3,46,Others,270,KS,224,20,No,No,0.12,4788,798,0,2015,1 -67,43008,0.04,0.03,4251034645,4707,Yes,PhD or equivalent,Female,Yes,Married,81,\N,2,3,46,Others,270,KS,224,20,No,No,0.12,3280,1093,0,2015,2 -15,41037,0.07,0.01,4251065910,4708,Yes,High School or below,Female,Yes,Single,89,\N,0,0,86,Others,130,NC,228,130,No,No,0.33,4819,803,0,2015,1 -15,41037,0.07,0.01,4251065910,4708,Yes,High School or below,Female,Yes,Single,89,\N,0,0,86,Others,130,NC,228,130,No,No,0.33,5364,894,0,2015,2 -45,151937,0.05,0.01,4251034578,4709,Yes,High School or below,Male,Yes,Single,26,\N,1,6,5,Others,303,OH,425,145,No,Yes,0.78,752,376,0,2015,1 -45,151937,0.05,0.01,4251034578,4709,Yes,High School or below,Male,Yes,Single,26,\N,1,6,5,Others,303,OH,425,145,No,Yes,0.78,5780,963,0,2015,2 -61,149966,0.07,0.03,4251067563,4710,Yes,High School or below,Female,Yes,Single,34,\N,0,3,45,Others,163,AK,428,5,No,No,0,2073,414,0,2015,1 -61,149966,0.07,0.03,4251067563,4710,Yes,High School or below,Female,Yes,Single,34,\N,0,3,45,Others,163,AK,428,5,No,No,0,750,375,0,2015,2 -61,149966,0.07,0.03,4251067563,4710,Yes,High School or below,Female,Yes,Single,34,\N,0,3,45,Others,163,AK,428,5,No,No,0,1014,507,0,2015,3 -24,10866,0.05,0.03,4251096115,4711,Yes,High School or below,Female,Yes,Single,92,\N,1,1,63,Others,335,AZ,125,20,No,No,0.45,2656,664,0,2015,1 -24,10866,0.05,0.03,4251096115,4711,Yes,High School or below,Female,Yes,Single,92,\N,1,1,63,Others,335,AZ,125,20,No,No,0.45,4041,1010,0,2015,2 -39,8895,0.07,0.01,4251030092,4712,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,3,6,4,Others,196,MD,128,130,No,No,0.66,2563,512,0,2015,1 -39,8895,0.07,0.01,4251030092,4712,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,3,6,4,Others,196,MD,128,130,No,No,0.66,3191,638,0,2015,2 -39,8895,0.07,0.01,4251030092,4712,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,3,6,4,Others,196,MD,128,130,No,No,0.66,1226,1226,0,2015,3 -70,119796,0.05,0.01,4251077272,4713,Yes,Bachelor or equivalent,Female,No,Married,37,\N,1,4,22,Others,368,MI,325,145,No,No,0.12,6245,520,0,2015,1 -70,119796,0.05,0.01,4251077272,4713,Yes,Bachelor or equivalent,Female,No,Married,37,\N,1,4,22,Others,368,MI,325,145,No,No,0.12,3591,598,0,2015,2 -18,117825,0.07,0.03,4251050723,4714,Yes,Master or equivalent,Female,No,Single,45,\N,3,1,63,Others,228,RI,329,5,No,No,0.33,3421,684,0,2015,1 -18,117825,0.07,0.03,4251050723,4714,Yes,Master or equivalent,Female,No,Single,45,\N,3,1,63,Others,228,RI,329,5,No,No,0.33,7620,952,0,2015,2 -48,228725,0.05,0.03,4251008815,4715,Yes,Master or equivalent,Male,Yes,Single,103,\N,0,7,81,Others,401,SD,26,20,No,No,0.79,1391,347,0,2015,1 -48,228725,0.05,0.03,4251008815,4715,Yes,Master or equivalent,Male,Yes,Single,103,\N,0,7,81,Others,401,SD,26,20,No,No,0.79,1298,1298,0,2015,2 -64,226754,0,0.01,4251074306,4716,No,High School or below,Female,Yes,Single,110,\N,3,4,22,Others,261,DE,29,130,No,Yes,0,6146,768,0,2015,1 -64,226754,0,0.01,4251074306,4716,No,High School or below,Female,Yes,Single,110,\N,3,4,22,Others,261,DE,29,130,No,Yes,0,4681,936,0,2015,2 -26,87654,0.06,0.01,4251018318,4717,Yes,High School or below,Male,Yes,Single,48,\N,0,2,40,Others,433,FL,226,145,No,No,0.45,5350,668,0,2015,1 -26,87654,0.06,0.01,4251018318,4717,Yes,High School or below,Male,Yes,Single,48,\N,0,2,40,Others,433,FL,226,145,No,No,0.45,5590,798,0,2015,2 -42,85683,0,0.03,4251090199,4718,Yes,High School or below,Male,Yes,Married,55,\N,3,0,81,Others,293,MT,229,5,No,No,0.66,2779,926,0,2015,1 -42,85683,0,0.03,4251090199,4718,Yes,High School or below,Male,Yes,Married,55,\N,3,0,81,Others,293,MT,229,5,No,No,0.66,3740,935,0,2015,2 -73,196584,0.06,0.03,4251072570,4719,Yes,High School or below,Female,No,Married,113,\N,0,5,99,Others,466,NV,426,20,No,No,0.12,6114,1019,0,2015,1 -73,196584,0.06,0.03,4251072570,4719,Yes,High School or below,Female,No,Married,113,\N,0,5,99,Others,466,NV,426,20,No,No,0.12,3122,624,0,2015,2 -21,194613,0,0.01,4251034780,4720,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,2,3,40,Others,326,VT,430,130,Yes,No,0.33,4508,644,0,2015,1 -21,194613,0,0.01,4251034780,4720,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,2,3,40,Others,326,VT,430,130,Yes,No,0.33,2071,517,0,2015,2 -51,55513,0.06,0.01,4251072504,4721,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,0,0,58,Others,498,WA,126,145,No,No,0.79,2284,761,0,2015,1 -51,55513,0.06,0.01,4251072504,4721,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,0,0,58,Others,498,WA,126,145,No,No,0.79,676,169,0,2015,2 -67,53542,0,0.03,4251094713,4722,Yes,Master or equivalent,Female,Yes,Single,66,\N,2,6,99,Others,358,IN,130,5,No,No,0,4060,1015,0,2015,1 -67,53542,0,0.03,4251094713,4722,Yes,Master or equivalent,Female,Yes,Single,66,\N,2,6,99,Others,358,IN,130,5,No,No,0,3148,629,0,2015,2 -29,164442,0.07,0.03,4251051670,4723,Yes,Master or equivalent,Male,Yes,Single,4,\N,3,3,17,Others,31,IA,327,20,No,No,0.45,3793,948,0,2015,1 -29,164442,0.07,0.03,4251051670,4723,Yes,Master or equivalent,Male,Yes,Single,4,\N,3,3,17,Others,31,IA,327,20,No,No,0.45,4146,1036,0,2015,2 -29,164442,0.07,0.03,4251051670,4723,Yes,Master or equivalent,Male,Yes,Single,4,\N,3,3,17,Others,31,IA,327,20,No,No,0.45,1104,1104,0,2015,3 -45,162471,0.01,0.01,4251062288,4724,Yes,High School or below,Male,Yes,Married,12,\N,2,1,57,Others,391,NY,330,130,No,No,0.67,6522,815,0,2015,1 -45,162471,0.01,0.01,4251062288,4724,Yes,High School or below,Male,Yes,Married,12,\N,2,1,57,Others,391,NY,330,130,No,No,0.67,5858,836,0,2015,2 -45,162471,0.01,0.01,4251062288,4724,Yes,High School or below,Male,Yes,Married,12,\N,2,1,57,Others,391,NY,330,130,No,No,0.67,1110,1110,0,2015,3 -75,23372,0.07,0.01,4251025855,4725,Yes,High School or below,Female,Yes,Married,70,\N,3,6,76,Others,63,ND,27,145,No,No,0.12,4436,739,0,2015,1 -75,23372,0.07,0.01,4251025855,4725,Yes,High School or below,Female,Yes,Married,70,\N,3,6,76,Others,63,ND,27,145,No,No,0.12,5050,841,0,2015,2 -75,23372,0.07,0.01,4251025855,4725,Yes,High School or below,Female,Yes,Married,70,\N,3,6,76,Others,63,ND,27,145,No,No,0.12,798,798,0,2015,3 -23,21401,0.01,0.03,4251085387,4726,Yes,High School or below,Female,Yes,Married,77,\N,2,4,16,Others,423,AL,30,5,No,No,0.33,1374,687,0,2015,1 -23,21401,0.01,0.03,4251085387,4726,Yes,High School or below,Female,Yes,Married,77,\N,2,4,16,Others,423,AL,30,5,No,No,0.33,6931,693,0,2015,2 -23,21401,0.01,0.03,4251085387,4726,Yes,High School or below,Female,Yes,Married,77,\N,2,4,16,Others,423,AL,30,5,No,No,0.33,737,737,0,2015,3 -54,132301,0.07,0.03,4251095895,4727,Yes,High School or below,Male,Yes,Married,15,\N,3,1,35,Others,96,AZ,227,20,No,No,0.79,987,987,0,2015,1 -54,132301,0.07,0.03,4251095895,4727,Yes,High School or below,Male,Yes,Married,15,\N,3,1,35,Others,96,AZ,227,20,No,No,0.79,2507,835,0,2015,2 -70,130330,0.01,0.01,4251021570,4728,Yes,Bachelor or equivalent,Female,No,Single,22,\N,1,7,75,Others,456,MD,231,130,No,No,0,6333,904,0,2015,1 -70,130330,0.01,0.01,4251021570,4728,Yes,Bachelor or equivalent,Female,No,Single,22,\N,1,7,75,Others,456,MD,231,130,No,No,0,1997,399,0,2015,2 -32,241231,0.07,0.01,4251049031,4729,Yes,Bachelor or equivalent,Male,Yes,Single,80,\N,3,5,94,Others,128,MA,428,145,No,No,0.46,4354,622,0,2015,1 -32,241231,0.07,0.01,4251049031,4729,Yes,Bachelor or equivalent,Male,Yes,Single,80,\N,3,5,94,Others,128,MA,428,145,No,No,0.46,2580,645,0,2015,2 -48,239260,0.01,0.03,4251035108,4730,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,1,2,34,Others,489,PA,431,5,No,No,0.67,5679,946,0,2015,1 -48,239260,0.01,0.03,4251035108,4730,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,1,2,34,Others,489,PA,431,5,No,No,0.67,5851,835,0,2015,2 -78,100160,0,0.03,4251060917,4731,Yes,Master or equivalent,Female,Yes,Single,26,\N,2,0,53,Others,161,SC,128,19,No,Yes,0.12,1518,506,0,2015,1 -78,100160,0,0.03,4251060917,4731,Yes,Master or equivalent,Female,Yes,Single,26,\N,2,0,53,Others,161,SC,128,19,No,Yes,0.12,2646,661,0,2015,2 -78,100160,0,0.03,4251060917,4731,Yes,Master or equivalent,Female,Yes,Single,26,\N,2,0,53,Others,161,SC,128,19,No,Yes,0.12,1235,1235,0,2015,3 -26,98189,0.02,0.01,4251096309,4732,Yes,High School or below,Female,Yes,Married,33,\N,1,5,93,Others,21,CT,131,129,No,No,0.33,3986,569,0,2015,1 -26,98189,0.02,0.01,4251096309,4732,Yes,High School or below,Female,Yes,Married,33,\N,1,5,93,Others,21,CT,131,129,No,No,0.33,4329,865,0,2015,2 -56,209089,0,0.01,4251052707,4733,Yes,High School or below,Male,No,Married,91,\N,2,3,12,Others,194,FL,328,144,No,No,0.79,2605,434,0,2015,1 -56,209089,0,0.01,4251052707,4733,Yes,High School or below,Male,No,Married,91,\N,2,3,12,Others,194,FL,328,144,No,No,0.79,3290,822,0,2015,2 -72,207118,0.02,0.03,4251098194,4734,Yes,High School or below,Female,Yes,Single,99,\N,0,0,52,Others,54,MT,332,4,No,No,0,2269,567,0,2015,1 -72,207118,0.02,0.03,4251098194,4734,Yes,High School or below,Female,Yes,Single,99,\N,0,0,52,Others,54,MT,332,4,No,No,0,2004,501,0,2015,2 -35,68019,0,0.03,4251032160,4735,Yes,High School or below,Male,Yes,Single,36,\N,2,6,71,Others,226,NE,29,19,No,No,0.46,1419,709,0,2015,1 -35,68019,0,0.03,4251032160,4735,Yes,High School or below,Male,Yes,Single,36,\N,2,6,71,Others,226,NE,29,19,No,No,0.46,2617,872,0,2015,2 -51,66048,0.02,0.01,4251012169,4736,Yes,High School or below,Male,Yes,Single,44,\N,0,3,11,Others,86,UT,32,129,No,No,0.67,5900,983,0,2015,1 -51,66048,0.02,0.01,4251012169,4736,Yes,High School or below,Male,Yes,Single,44,\N,0,3,11,Others,86,UT,32,129,No,No,0.67,3464,692,0,2015,2 -13,176948,0,0.01,4251067155,4737,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,1,1,30,Others,259,VA,229,144,No,No,0.12,1822,607,0,2015,1 -13,176948,0,0.01,4251067155,4737,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,1,1,30,Others,259,VA,229,144,No,No,0.12,604,302,0,2015,2 -29,174977,0.02,0.03,4251043682,4738,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,0,6,70,Others,119,IL,232,4,No,Yes,0.33,1617,539,0,2015,1 -29,174977,0.02,0.03,4251043682,4738,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,0,6,70,Others,119,IL,232,4,No,Yes,0.33,4356,871,0,2015,2 -29,174977,0.02,0.03,4251043682,4738,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,0,6,70,Others,119,IL,232,4,No,Yes,0.33,156,156,0,2015,3 -59,35877,0.01,0.03,4251099983,4739,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,1,4,88,Others,291,IA,429,19,No,No,0.79,2636,659,0,2015,1 -59,35877,0.01,0.03,4251099983,4739,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,1,4,88,Others,291,IA,429,19,No,No,0.79,2532,633,0,2015,2 -75,33906,0.03,0.01,4251030461,4740,Yes,PhD or equivalent,Female,Yes,Single,55,\N,0,1,29,Others,151,NY,433,129,No,No,0,409,409,0,2015,1 -75,33906,0.03,0.01,4251030461,4740,Yes,PhD or equivalent,Female,Yes,Single,55,\N,0,1,29,Others,151,NY,433,129,No,No,0,1068,534,0,2015,2 -75,33906,0.03,0.01,4251030461,4740,Yes,PhD or equivalent,Female,Yes,Single,55,\N,0,1,29,Others,151,NY,433,129,No,No,0,836,836,0,2015,3 -38,144807,0.01,0.01,4251080365,4741,Yes,High School or below,Male,Yes,Married,113,\N,1,7,47,Others,324,NC,130,144,No,No,0.46,5561,695,1,2015,1 -38,144807,0.01,0.01,4251080365,4741,Yes,High School or below,Male,Yes,Married,113,\N,1,7,47,Others,324,NC,130,144,No,No,0.46,2085,695,1,2015,2 -38,144807,0.01,0.01,4251080365,4741,Yes,High School or below,Male,Yes,Married,113,\N,1,7,47,Others,324,NC,130,144,No,No,0.46,1266,1266,1,2015,3 -53,142836,0.03,0.03,4251052634,4742,Yes,High School or below,Male,No,Single,0,\N,3,4,88,Others,184,WY,133,4,Yes,No,0.67,4693,782,0,2015,1 -53,142836,0.03,0.03,4251052634,4742,Yes,High School or below,Male,No,Single,0,\N,3,4,88,Others,184,WY,133,4,Yes,No,0.67,5851,1170,0,2015,2 -53,142836,0.03,0.03,4251052634,4742,Yes,High School or below,Male,No,Single,0,\N,3,4,88,Others,184,WY,133,4,Yes,No,0.67,456,456,0,2015,3 -16,3736,0.01,0.03,4251039337,4743,Yes,High School or below,Female,Yes,Single,58,\N,1,2,6,Others,356,AK,330,19,No,No,0.13,4058,1014,1,2015,1 -16,3736,0.01,0.03,4251039337,4743,Yes,High School or below,Female,Yes,Single,58,\N,1,2,6,Others,356,AK,330,19,No,No,0.13,5991,998,1,2015,2 -32,1765,0.03,0.01,4251032580,4744,Yes,High School or below,Male,Yes,Married,65,\N,3,7,47,Others,216,ME,333,129,No,No,0.34,2067,1033,0,2015,1 -32,1765,0.03,0.01,4251032580,4744,Yes,High School or below,Male,Yes,Married,65,\N,3,7,47,Others,216,ME,333,129,No,No,0.34,3400,485,0,2015,2 -62,112666,0.01,0.01,4251099858,4745,Yes,High School or below,Female,Yes,Married,3,\N,0,5,65,Others,389,MA,30,144,No,No,0.79,1816,605,0,2015,1 -62,112666,0.01,0.01,4251099858,4745,Yes,High School or below,Female,Yes,Married,3,\N,0,5,65,Others,389,MA,30,144,No,No,0.79,4408,734,0,2015,2 -78,110694,0.03,0.03,4251046098,4746,Yes,Bachelor or equivalent,Female,Yes,Married,11,\N,3,3,6,Others,249,PA,33,4,No,No,0,6582,731,0,2015,1 -78,110694,0.03,0.03,4251046098,4746,Yes,Bachelor or equivalent,Female,Yes,Married,11,\N,3,3,6,Others,249,PA,33,4,No,No,0,3589,897,0,2015,2 -40,221595,0.02,0.03,4251099721,4747,Yes,Bachelor or equivalent,Male,No,Married,69,\N,0,0,24,Technology Related Job,421,RI,230,19,No,No,0.46,5498,687,0,2015,1 -40,221595,0.02,0.03,4251099721,4747,Yes,Bachelor or equivalent,Male,No,Married,69,\N,0,0,24,Technology Related Job,421,RI,230,19,No,No,0.46,6621,945,0,2015,2 -56,219624,0.04,0.01,4251092952,4748,Yes,Master or equivalent,Male,Yes,Single,76,\N,3,6,65,Others,282,CO,234,129,No,No,0.67,3476,496,0,2015,1 -56,219624,0.04,0.01,4251092952,4748,Yes,Master or equivalent,Male,Yes,Single,76,\N,3,6,65,Others,282,CO,234,129,No,No,0.67,5851,835,0,2015,2 -19,80524,0.02,0.01,4251095181,4749,Yes,PhD or equivalent,Female,Yes,Single,14,\N,0,3,83,Technology Related Job,454,DE,431,144,No,No,0.13,4849,969,0,2015,1 -19,80524,0.02,0.01,4251095181,4749,Yes,PhD or equivalent,Female,Yes,Single,14,\N,0,3,83,Technology Related Job,454,DE,431,144,No,No,0.13,2806,701,0,2015,2 -19,80524,0.02,0.01,4251095181,4749,Yes,PhD or equivalent,Female,Yes,Single,14,\N,0,3,83,Technology Related Job,454,DE,431,144,No,No,0.13,21,21,0,2015,3 -34,78553,0.04,0.03,4251084074,4750,Yes,High School or below,Male,Yes,Married,22,\N,2,1,24,Others,314,MO,434,4,No,No,0.34,8019,891,1,2015,1 -34,78553,0.04,0.03,4251084074,4750,Yes,High School or below,Male,Yes,Married,22,\N,2,1,24,Others,314,MO,434,4,No,No,0.34,1956,652,1,2015,2 -65,189454,0.02,0.03,4251060569,4751,Yes,High School or below,Female,Yes,Single,80,\N,0,6,42,Technology Related Job,487,NE,131,19,No,No,0.79,5439,1087,0,2015,1 -65,189454,0.02,0.03,4251060569,4751,Yes,High School or below,Female,Yes,Single,80,\N,0,6,42,Technology Related Job,487,NE,131,19,No,No,0.79,4175,835,0,2015,2 -65,189454,0.02,0.03,4251060569,4751,Yes,High School or below,Female,Yes,Single,80,\N,0,6,42,Technology Related Job,487,NE,131,19,No,No,0.79,577,577,0,2015,3 -13,187483,0.04,0.01,4251065138,4752,Yes,High School or below,Female,Yes,Married,87,\N,2,4,82,Others,347,UT,134,129,No,No,0,6940,867,0,2015,1 -13,187483,0.04,0.01,4251065138,4752,Yes,High School or below,Female,Yes,Married,87,\N,2,4,82,Others,347,UT,134,129,No,No,0,1963,981,0,2015,2 -43,48383,0.02,0.01,4251047468,4753,Yes,High School or below,Male,Yes,Married,25,\N,3,1,1,Technology Related Job,19,VT,331,144,No,Yes,0.46,1227,613,0,2015,1 -43,48383,0.02,0.01,4251047468,4753,Yes,High School or below,Male,Yes,Married,25,\N,3,1,1,Technology Related Job,19,VT,331,144,No,Yes,0.46,6837,854,0,2015,2 -59,46412,0.04,0.03,4251045681,4754,Yes,Bachelor or equivalent,Male,Yes,Single,32,\N,2,7,41,Others,379,ID,335,4,No,No,0.67,4194,699,0,2015,1 -59,46412,0.04,0.03,4251045681,4754,Yes,Bachelor or equivalent,Male,Yes,Single,32,\N,2,7,41,Others,379,ID,335,4,No,No,0.67,4495,749,0,2015,2 -21,157312,0.03,0.03,4251082918,4755,Yes,Bachelor or equivalent,Female,Yes,Single,90,\N,3,4,60,Technology Related Job,52,IN,32,19,No,No,0.13,4393,627,0,2015,1 -21,157312,0.03,0.03,4251082918,4755,Yes,Bachelor or equivalent,Female,Yes,Single,90,\N,3,4,60,Technology Related Job,52,IN,32,19,No,No,0.13,5131,855,0,2015,2 -37,155341,0.05,0.01,4251036128,4756,Yes,Master or equivalent,Male,No,Single,98,\N,1,2,0,Others,412,NM,35,129,No,No,0.34,2383,340,0,2015,1 -37,155341,0.05,0.01,4251036128,4756,Yes,Master or equivalent,Male,No,Single,98,\N,1,2,0,Others,412,NM,35,129,No,No,0.34,1967,655,0,2015,2 -68,16242,0.03,0.01,4251097318,4757,Yes,Master or equivalent,Female,Yes,Single,36,\N,3,0,19,Technology Related Job,84,NC,232,144,No,No,0.79,4116,1029,0,2015,1 -68,16242,0.03,0.01,4251097318,4757,Yes,Master or equivalent,Female,Yes,Single,36,\N,3,0,19,Technology Related Job,84,NC,232,144,No,No,0.79,3458,691,0,2015,2 -16,14271,0.05,0.03,4251089770,4758,Yes,High School or below,Female,Yes,Married,43,\N,1,5,59,Others,444,WY,235,4,No,No,0.01,1625,812,0,2015,1 -16,14271,0.05,0.03,4251089770,4758,Yes,High School or below,Female,Yes,Married,43,\N,1,5,59,Others,444,WY,235,4,No,No,0.01,5395,1348,0,2015,2 -46,125171,0.03,0.03,4251080408,4759,Yes,High School or below,Male,Yes,Married,101,\N,2,3,78,Technology Related Job,117,AK,432,19,Yes,No,0.46,4290,536,0,2015,1 -46,125171,0.03,0.03,4251080408,4759,Yes,High School or below,Male,Yes,Married,101,\N,2,3,78,Technology Related Job,117,AK,432,19,Yes,No,0.46,4073,678,0,2015,2 -46,125171,0.03,0.03,4251080408,4759,Yes,High School or below,Male,Yes,Married,101,\N,2,3,78,Technology Related Job,117,AK,432,19,Yes,No,0.46,1180,1180,0,2015,3 -62,123200,0.05,0.01,4251045904,4760,Yes,High School or below,Male,Yes,Single,109,\N,1,0,18,Others,477,LA,436,129,No,Yes,0.67,4071,678,0,2015,1 -62,123200,0.05,0.01,4251045904,4760,Yes,High School or below,Male,Yes,Single,109,\N,1,0,18,Others,477,LA,436,129,No,Yes,0.67,2026,675,0,2015,2 -24,234100,0.03,0.01,4251080811,4761,Yes,High School or below,Female,No,Married,47,\N,2,6,37,Technology Related Job,149,MD,133,144,No,No,0.13,2427,606,0,2015,1 -24,234100,0.03,0.01,4251080811,4761,Yes,High School or below,Female,No,Married,47,\N,2,6,37,Technology Related Job,149,MD,133,144,No,No,0.13,3680,736,0,2015,2 -40,232129,0.05,0.03,4251091371,4762,No,Bachelor or equivalent,Male,No,Single,54,\N,1,3,77,Others,9,OR,136,4,No,No,0.34,7305,730,0,2015,1 -40,232129,0.05,0.03,4251091371,4762,No,Bachelor or equivalent,Male,No,Single,54,\N,1,3,77,Others,9,OR,136,4,No,No,0.34,4742,948,0,2015,2 -70,93030,0.04,0.03,4251079812,4763,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,2,1,96,Technology Related Job,182,RI,333,19,No,No,0.8,4096,1024,0,2015,1 -70,93030,0.04,0.03,4251079812,4763,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,2,1,96,Technology Related Job,182,RI,333,19,No,No,0.8,5170,738,0,2015,2 -18,91059,0.06,0.01,4251048875,4764,Yes,Master or equivalent,Female,Yes,Married,119,\N,0,6,36,Others,42,CO,336,129,No,No,0.01,3018,603,0,2015,1 -18,91059,0.06,0.01,4251048875,4764,Yes,Master or equivalent,Female,Yes,Married,119,\N,0,6,36,Others,42,CO,336,129,No,No,0.01,6203,689,0,2015,2 -49,201959,0.04,0.01,4251095153,4765,Yes,Master or equivalent,Male,Yes,Married,57,\N,2,4,55,Technology Related Job,214,DE,33,144,No,No,0.46,4722,674,0,2015,1 -49,201959,0.04,0.01,4251095153,4765,Yes,Master or equivalent,Male,Yes,Married,57,\N,2,4,55,Technology Related Job,214,DE,33,144,No,No,0.46,1849,616,0,2015,2 -65,199988,0.06,0.03,4251020095,4766,Yes,High School or below,Male,Yes,Married,65,\N,0,1,95,Others,75,MS,37,4,No,No,0.67,3155,788,0,2015,1 -65,199988,0.06,0.03,4251020095,4766,Yes,High School or below,Male,Yes,Married,65,\N,0,1,95,Others,75,MS,37,4,No,No,0.67,2958,591,0,2015,2 -65,199988,0.06,0.03,4251020095,4766,Yes,High School or below,Male,Yes,Married,65,\N,0,1,95,Others,75,MS,37,4,No,No,0.67,576,576,0,2015,3 -27,60889,0.04,0.03,4251083812,4767,Yes,High School or below,Female,Yes,Married,3,\N,1,7,14,Technology Related Job,247,MT,233,19,No,No,0.13,4953,550,0,2015,1 -27,60889,0.04,0.03,4251083812,4767,Yes,High School or below,Female,Yes,Married,3,\N,1,7,14,Technology Related Job,247,MT,233,19,No,No,0.13,5693,711,0,2015,2 -27,60889,0.04,0.03,4251083812,4767,Yes,High School or below,Female,Yes,Married,3,\N,1,7,14,Technology Related Job,247,MT,233,19,No,No,0.13,1328,1328,0,2015,3 -43,58918,0.06,0.01,4251083392,4768,Yes,High School or below,Male,Yes,Single,10,\N,0,4,54,Others,107,TX,237,129,No,No,0.34,1959,653,0,2015,1 -43,58918,0.06,0.01,4251083392,4768,Yes,High School or below,Male,Yes,Single,10,\N,0,4,54,Others,107,TX,237,129,No,No,0.34,2059,686,0,2015,2 -73,169818,0.04,0.01,4251010506,4769,Yes,High School or below,Female,Yes,Single,68,\N,1,2,72,Technology Related Job,280,VT,434,144,No,No,0.8,2967,741,0,2015,1 -73,169818,0.04,0.01,4251010506,4769,Yes,High School or below,Female,Yes,Single,68,\N,1,2,72,Technology Related Job,280,VT,434,144,No,No,0.8,3686,737,0,2015,2 -21,167847,0.06,0.03,4251085848,4770,Yes,Bachelor or equivalent,Female,No,Married,76,\N,0,7,13,Others,140,ID,437,4,No,No,0.01,2598,519,0,2015,1 -21,167847,0.06,0.03,4251085848,4770,Yes,Bachelor or equivalent,Female,No,Married,76,\N,0,7,13,Others,140,ID,437,4,No,No,0.01,5980,996,0,2015,2 -52,28747,0.05,0.03,4251011380,4771,Yes,Bachelor or equivalent,Male,Yes,Single,13,\N,1,5,31,Technology Related Job,312,IN,134,19,No,No,0.46,1742,871,0,2015,1 -52,28747,0.05,0.03,4251011380,4771,Yes,Bachelor or equivalent,Male,Yes,Single,13,\N,1,5,31,Technology Related Job,312,IN,134,19,No,No,0.46,3362,560,0,2015,2 -67,26776,0.07,0.01,4251096056,4772,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,3,2,72,Others,172,NJ,137,129,No,No,0.68,5430,775,0,2015,1 -67,26776,0.07,0.01,4251096056,4772,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,3,2,72,Others,172,NJ,137,129,No,No,0.68,1726,575,0,2015,2 -67,26776,0.07,0.01,4251096056,4772,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,3,2,72,Others,172,NJ,137,129,No,No,0.68,374,374,0,2015,3 -30,137677,0.05,0.01,4251087140,4773,Yes,Master or equivalent,Female,Yes,Married,79,\N,0,0,90,Technology Related Job,345,NY,334,144,No,No,0.13,3271,654,0,2015,1 -30,137677,0.05,0.01,4251087140,4773,Yes,Master or equivalent,Female,Yes,Married,79,\N,0,0,90,Technology Related Job,345,NY,334,144,No,No,0.13,4603,1150,0,2015,2 -46,135706,0.07,0.03,4251013304,4774,Yes,PhD or equivalent,Male,Yes,Single,86,\N,3,6,31,Others,205,WI,338,4,No,No,0.34,518,518,0,2015,1 -46,135706,0.07,0.03,4251013304,4774,Yes,PhD or equivalent,Male,Yes,Single,86,\N,3,6,31,Others,205,WI,338,4,No,No,0.34,3340,835,0,2015,2 -76,246606,0.05,0.03,4251017960,4775,Yes,High School or below,Female,No,Single,24,\N,0,3,49,Technology Related Job,377,AL,35,19,No,Yes,0.8,4533,906,0,2015,1 -76,246606,0.05,0.03,4251017960,4775,Yes,High School or below,Female,No,Single,24,\N,0,3,49,Technology Related Job,377,AL,35,19,No,Yes,0.8,5430,678,0,2015,2 -24,244635,0.07,0.01,4251039939,4776,Yes,High School or below,Female,No,Single,32,\N,3,1,90,Others,237,LA,38,129,No,No,0.01,4192,524,0,2015,1 -24,244635,0.07,0.01,4251039939,4776,Yes,High School or below,Female,No,Single,32,\N,3,1,90,Others,237,LA,38,129,No,No,0.01,568,284,0,2015,2 -54,105535,0.05,0.01,4251075480,4777,Yes,High School or below,Male,Yes,Single,90,\N,0,6,8,Technology Related Job,410,MD,235,144,No,No,0.47,3569,713,0,2015,1 -54,105535,0.05,0.01,4251075480,4777,Yes,High School or below,Male,Yes,Single,90,\N,0,6,8,Technology Related Job,410,MD,235,144,No,No,0.47,500,250,0,2015,2 -70,103564,0.07,0.02,4251012475,4778,Yes,High School or below,Female,Yes,Married,97,\N,2,4,49,Others,270,OK,238,4,No,No,0.68,2430,607,0,2015,1 -70,103564,0.07,0.02,4251012475,4778,Yes,High School or below,Female,Yes,Married,97,\N,2,4,49,Others,270,OK,238,4,No,No,0.68,5926,740,0,2015,2 -33,214465,0.06,0.03,4251010842,4779,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,0,1,67,Technology Related Job,442,PA,435,19,No,No,0.13,4599,919,1,2015,1 -33,214465,0.06,0.03,4251010842,4779,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,0,1,67,Technology Related Job,442,PA,435,19,No,No,0.13,1301,1301,1,2015,2 -48,212494,0,0,4251092246,4780,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,2,7,8,Others,302,CA,439,129,No,No,0.34,2896,965,0,2015,1 -48,212494,0,0,4251092246,4780,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,2,7,8,Others,302,CA,439,129,No,No,0.34,5719,817,0,2015,2 -79,73394,0.06,0.01,4251029120,4781,Yes,Bachelor or equivalent,Female,No,Single,100,\N,3,4,26,Technology Related Job,475,CT,136,144,No,No,0.8,5942,742,0,2015,1 -79,73394,0.06,0.01,4251029120,4781,Yes,Bachelor or equivalent,Female,No,Single,100,\N,3,4,26,Technology Related Job,475,CT,136,144,No,No,0.8,3317,663,0,2015,2 -27,71423,0,0.02,4251045251,4782,Yes,Master or equivalent,Female,Yes,Single,108,\N,2,2,66,Others,335,MS,139,4,No,Yes,0.01,3096,774,0,2015,1 -27,71423,0,0.02,4251045251,4782,Yes,Master or equivalent,Female,Yes,Single,108,\N,2,2,66,Others,335,MS,139,4,No,Yes,0.01,2133,711,0,2015,2 -57,182324,0.06,0.03,4251016756,4783,Yes,High School or below,Male,Yes,Single,46,\N,3,7,85,Technology Related Job,7,MT,336,19,No,No,0.47,2718,679,0,2015,1 -57,182324,0.06,0.03,4251016756,4783,Yes,High School or below,Male,Yes,Single,46,\N,3,7,85,Technology Related Job,7,MT,336,19,No,No,0.47,5409,901,0,2015,2 -73,180352,0,0,4251072015,4784,Yes,High School or below,Female,Yes,Married,53,\N,2,5,25,Others,368,TN,339,129,Yes,No,0.68,1783,891,0,2015,1 -73,180352,0,0,4251072015,4784,Yes,High School or below,Female,Yes,Married,53,\N,2,5,25,Others,368,TN,339,129,Yes,No,0.68,1788,596,0,2015,2 -35,41253,0.06,0.01,4251053188,4785,Yes,High School or below,Male,Yes,Married,111,\N,3,3,44,Technology Related Job,40,UT,36,144,No,No,0.13,4031,575,0,2015,1 -35,41253,0.06,0.01,4251053188,4785,Yes,High School or below,Male,Yes,Married,111,\N,3,3,44,Technology Related Job,40,UT,36,144,No,No,0.13,1591,795,0,2015,2 -51,39282,0,0.02,4251023981,4786,Yes,High School or below,Male,Yes,Single,119,\N,1,0,84,Others,400,HI,40,4,No,No,0.35,4330,866,0,2015,1 -51,39282,0,0.02,4251023981,4786,Yes,High School or below,Male,Yes,Single,119,\N,1,0,84,Others,400,HI,40,4,No,No,0.35,3145,629,0,2015,2 -14,150182,0.07,0.03,4251042507,4787,Yes,High School or below,Female,Yes,Married,57,\N,3,6,3,Technology Related Job,73,IL,237,19,No,No,0.8,4467,744,0,2015,1 -14,150182,0.07,0.03,4251042507,4787,Yes,High School or below,Female,Yes,Married,57,\N,3,6,3,Technology Related Job,73,IL,237,19,No,No,0.8,2254,450,0,2015,2 -30,148211,0.01,0,4251075961,4788,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,1,3,43,Others,433,NJ,240,129,No,No,0.01,2066,413,0,2015,1 -30,148211,0.01,0,4251075961,4788,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,1,3,43,Others,433,NJ,240,129,No,No,0.01,2860,953,0,2015,2 -60,9112,0.07,0.01,4251044277,4789,Yes,Bachelor or equivalent,Male,No,Single,2,\N,2,1,62,Technology Related Job,105,NY,437,144,No,No,0.47,3604,901,0,2015,1 -60,9112,0.07,0.01,4251044277,4789,Yes,Bachelor or equivalent,Male,No,Single,2,\N,2,1,62,Technology Related Job,105,NY,437,144,No,No,0.47,1398,699,0,2015,2 -76,7141,0.01,0.02,4251030785,4790,Yes,Master or equivalent,Female,No,Married,9,\N,1,6,2,Others,465,WV,440,4,No,No,0.68,3107,621,0,2015,1 -76,7141,0.01,0.02,4251030785,4790,Yes,Master or equivalent,Female,No,Married,9,\N,1,6,2,Others,465,WV,440,4,No,No,0.68,6324,790,0,2015,2 -38,118041,0.07,0.03,4251022006,4791,Yes,PhD or equivalent,Male,Yes,Married,67,\N,2,4,21,Technology Related Job,138,WY,137,19,No,No,0.14,2916,729,1,2015,1 -38,118041,0.07,0.03,4251022006,4791,Yes,PhD or equivalent,Male,Yes,Married,67,\N,2,4,21,Technology Related Job,138,WY,137,19,No,No,0.14,1562,390,1,2015,2 -54,116070,0.01,0,4251039154,4792,Yes,High School or below,Male,Yes,Married,75,\N,0,1,61,Others,498,KY,140,129,No,No,0.35,4087,1021,0,2015,1 -54,116070,0.01,0,4251039154,4792,Yes,High School or below,Male,Yes,Married,75,\N,0,1,61,Others,498,KY,140,129,No,No,0.35,3222,805,0,2015,2 -16,226970,0.07,0.01,4251012864,4793,Yes,High School or below,Female,Yes,Married,13,\N,2,7,80,Technology Related Job,170,ME,337,144,No,No,0.8,3936,787,0,2015,1 -16,226970,0.07,0.01,4251012864,4793,Yes,High School or below,Female,Yes,Married,13,\N,2,7,80,Technology Related Job,170,ME,337,144,No,No,0.8,4088,817,0,2015,2 -32,224999,0.01,0.02,4251066611,4794,Yes,High School or below,Female,Yes,Single,20,\N,0,4,20,Others,30,OK,341,4,No,No,0.01,6744,749,0,2015,1 -32,224999,0.01,0.02,4251066611,4794,Yes,High School or below,Female,Yes,Single,20,\N,0,4,20,Others,30,OK,341,4,No,No,0.01,6346,793,0,2015,2 -63,85900,0,0.03,4251013300,4795,Yes,High School or below,Male,No,Single,78,\N,1,2,39,Technology Related Job,203,PA,38,19,No,No,0.47,1860,310,0,2015,1 -63,85900,0,0.03,4251013300,4795,Yes,High School or below,Male,No,Single,78,\N,1,2,39,Technology Related Job,203,PA,38,19,No,No,0.47,2295,1147,0,2015,2 -79,83929,0.02,0,4251008884,4796,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,0,7,79,Others,63,CA,41,129,No,No,0.68,5130,732,0,2015,1 -79,83929,0.02,0,4251008884,4796,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,0,7,79,Others,63,CA,41,129,No,No,0.68,5470,781,0,2015,2 -41,194829,0,0.01,4251087516,4797,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,1,5,97,Technology Related Job,235,CO,238,144,No,Yes,0.14,5985,748,0,2015,1 -41,194829,0,0.01,4251087516,4797,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,1,5,97,Technology Related Job,235,CO,238,144,No,Yes,0.14,6604,660,0,2015,2 -57,192858,0.02,0.02,4251078338,4798,Yes,Master or equivalent,Male,Yes,Married,31,\N,0,2,38,Others,95,MN,241,4,No,No,0.35,6888,861,0,2015,1 -57,192858,0.02,0.02,4251078338,4798,Yes,Master or equivalent,Male,Yes,Married,31,\N,0,2,38,Others,95,MN,241,4,No,No,0.35,1648,824,0,2015,2 -19,53758,0,0.03,4251076799,4799,Yes,Master or equivalent,Female,Yes,Married,89,\N,1,0,56,Technology Related Job,268,MO,438,19,No,No,0.8,5864,837,0,2015,1 -19,53758,0,0.03,4251076799,4799,Yes,Master or equivalent,Female,Yes,Married,89,\N,1,0,56,Technology Related Job,268,MO,438,19,No,No,0.8,7025,780,0,2015,2 -35,51787,0.02,0,4251016404,4800,Yes,High School or below,Female,Yes,Single,96,\N,3,5,97,Others,128,TN,442,129,No,No,0.01,3555,711,0,2015,1 -35,51787,0.02,0,4251016404,4800,Yes,High School or below,Female,Yes,Single,96,\N,3,5,97,Others,128,TN,442,129,No,No,0.01,1140,570,0,2015,2 -65,162688,0,0.01,4251021215,4801,Yes,High School or below,Male,Yes,Single,34,\N,1,3,15,Technology Related Job,300,UT,139,144,No,No,0.47,4413,735,0,2015,1 -65,162688,0,0.01,4251021215,4801,Yes,High School or below,Male,Yes,Single,34,\N,1,3,15,Technology Related Job,300,UT,139,144,No,No,0.47,2715,905,0,2015,2 -13,160717,0.03,0.02,4251018327,4802,Yes,High School or below,Female,Yes,Single,42,\N,3,0,56,Others,161,HI,142,4,No,No,0.68,1076,538,0,2015,1 -13,160717,0.03,0.02,4251018327,4802,Yes,High School or below,Female,Yes,Single,42,\N,3,0,56,Others,161,HI,142,4,No,No,0.68,2123,530,0,2015,2 -44,21617,0.01,0.03,4251075118,4803,Yes,High School or below,Male,Yes,Single,100,\N,0,6,74,Technology Related Job,333,ID,339,19,No,No,0.14,5982,854,0,2015,1 -44,21617,0.01,0.03,4251075118,4803,Yes,High School or below,Male,Yes,Single,100,\N,0,6,74,Technology Related Job,333,ID,339,19,No,No,0.14,3636,606,0,2015,2 -44,21617,0.01,0.03,4251075118,4803,Yes,High School or below,Male,Yes,Single,100,\N,0,6,74,Technology Related Job,333,ID,339,19,No,No,0.14,1014,1014,0,2015,3 -60,19646,0.03,0,4251041511,4804,Yes,Bachelor or equivalent,Male,No,Married,107,\N,3,4,15,Others,193,NH,342,129,No,Yes,0.35,1700,425,0,2015,1 -60,19646,0.03,0,4251041511,4804,Yes,Bachelor or equivalent,Male,No,Married,107,\N,3,4,15,Others,193,NH,342,129,No,Yes,0.35,3963,792,0,2015,2 -22,130547,0.01,0.01,4251031827,4805,Yes,Bachelor or equivalent,Female,Yes,Married,45,\N,0,1,33,Technology Related Job,366,NM,39,144,No,No,0.81,2606,1303,1,2015,1 -22,130547,0.01,0.01,4251031827,4805,Yes,Bachelor or equivalent,Female,Yes,Married,45,\N,0,1,33,Technology Related Job,366,NM,39,144,No,No,0.81,3556,889,1,2015,2 -38,128576,0.03,0.02,4251095057,4806,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,3,7,74,Others,226,WV,43,4,No,No,0.02,608,304,1,2015,1 -38,128576,0.03,0.02,4251095057,4806,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,3,7,74,Others,226,WV,43,4,No,No,0.02,4654,930,1,2015,2 -68,239476,0.01,0.03,4251083432,4807,Yes,Master or equivalent,Female,Yes,Married,110,\N,0,4,92,Technology Related Job,398,WY,240,19,No,No,0.47,3960,660,0,2015,1 -68,239476,0.01,0.03,4251083432,4807,Yes,Master or equivalent,Female,Yes,Married,110,\N,0,4,92,Technology Related Job,398,WY,240,19,No,No,0.47,25,25,0,2015,2 -16,237505,0.03,0,4251016122,4808,No,High School or below,Female,Yes,Single,118,\N,2,2,33,Others,258,KY,243,129,No,No,0.68,3562,712,0,2015,1 -16,237505,0.03,0,4251016122,4808,No,High School or below,Female,Yes,Single,118,\N,2,2,33,Others,258,KY,243,129,No,No,0.68,1248,416,0,2015,2 -47,98405,0.01,0.01,4251025938,4809,Yes,High School or below,Male,No,Single,56,\N,0,7,51,Technology Related Job,431,LA,440,144,No,No,0.14,7458,1065,0,2015,1 -47,98405,0.01,0.01,4251025938,4809,Yes,High School or below,Male,No,Single,56,\N,0,7,51,Technology Related Job,431,LA,440,144,No,No,0.14,1879,626,0,2015,2 -62,96434,0.04,0.02,4251093007,4810,Yes,High School or below,Male,Yes,Married,63,\N,2,5,91,Others,291,OH,443,4,No,No,0.35,3589,717,0,2015,1 -62,96434,0.04,0.02,4251093007,4810,Yes,High School or below,Male,Yes,Married,63,\N,2,5,91,Others,291,OH,443,4,No,No,0.35,2616,654,0,2015,2 -25,207335,0.02,0.03,4251081976,4811,Yes,High School or below,Female,Yes,Married,1,\N,3,2,10,Technology Related Job,463,OR,140,19,No,No,0.81,4448,889,0,2015,1 -25,207335,0.02,0.03,4251081976,4811,Yes,High School or below,Female,Yes,Married,1,\N,3,2,10,Technology Related Job,463,OR,140,19,No,No,0.81,681,340,0,2015,2 -41,205364,0.04,0,4251082129,4812,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,2,0,50,Technology Related Job,323,AR,144,129,No,No,0.02,4264,710,0,2015,1 -41,205364,0.04,0,4251082129,4812,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,2,0,50,Technology Related Job,323,AR,144,129,No,No,0.02,4273,610,0,2015,2 -71,66264,0.02,0.01,4251026396,4813,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,3,5,69,Technology Related Job,496,CO,341,144,No,No,0.47,8423,1052,0,2015,1 -71,66264,0.02,0.01,4251026396,4813,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,3,5,69,Technology Related Job,496,CO,341,144,No,No,0.47,2971,594,0,2015,2 -19,64293,0.04,0.02,4251084112,4814,Yes,Bachelor or equivalent,Female,Yes,Single,74,\N,1,3,9,Technology Related Job,356,MN,344,4,No,No,0.68,5579,797,0,2015,1 -19,64293,0.04,0.02,4251084112,4814,Yes,Bachelor or equivalent,Female,Yes,Single,74,\N,1,3,9,Technology Related Job,356,MN,344,4,No,No,0.68,1585,792,0,2015,2 -49,175193,0.02,0.03,4251092261,4815,Yes,Bachelor or equivalent,Male,Yes,Single,12,\N,3,1,28,Technology Related Job,28,MS,41,19,No,No,0.14,3599,719,0,2015,1 -49,175193,0.02,0.03,4251092261,4815,Yes,Bachelor or equivalent,Male,Yes,Single,12,\N,3,1,28,Technology Related Job,28,MS,41,19,No,No,0.14,5604,1120,0,2015,2 -65,173222,0.04,0,4251013198,4816,Yes,PhD or equivalent,Male,Yes,Married,19,\N,1,6,68,Technology Related Job,388,SD,44,129,No,No,0.35,908,227,0,2015,1 -65,173222,0.04,0,4251013198,4816,Yes,PhD or equivalent,Male,Yes,Married,19,\N,1,6,68,Technology Related Job,388,SD,44,129,No,No,0.35,2698,899,0,2015,2 -28,34123,0.03,0.01,4251080014,4817,Yes,High School or below,Female,Yes,Single,77,\N,2,4,87,Technology Related Job,61,TX,241,144,No,No,0.81,2893,964,0,2015,1 -28,34123,0.03,0.01,4251080014,4817,Yes,High School or below,Female,Yes,Single,77,\N,2,4,87,Technology Related Job,61,TX,241,144,No,No,0.81,3071,767,0,2015,2 -43,32152,0.05,0.02,4251075056,4818,Yes,High School or below,Male,No,Married,85,\N,1,1,27,Technology Related Job,421,GA,244,4,No,No,0.02,1831,457,0,2015,1 -43,32152,0.05,0.02,4251075056,4818,Yes,High School or below,Male,No,Married,85,\N,1,1,27,Technology Related Job,421,GA,244,4,No,No,0.02,4960,826,0,2015,2 -74,143052,0.03,0.03,4251083142,4819,Yes,High School or below,Female,Yes,Married,23,\N,2,7,46,Technology Related Job,93,ID,441,19,No,Yes,0.47,4216,527,0,2015,1 -74,143052,0.03,0.03,4251083142,4819,Yes,High School or below,Female,Yes,Married,23,\N,2,7,46,Technology Related Job,93,ID,441,19,No,Yes,0.47,8374,837,0,2015,2 -22,141081,0.05,0,4251065178,4820,Yes,High School or below,Female,Yes,Single,30,\N,1,4,86,Technology Related Job,454,NH,445,129,No,No,0.69,5206,743,0,2015,1 -22,141081,0.05,0,4251065178,4820,Yes,High School or below,Female,Yes,Single,30,\N,1,4,86,Technology Related Job,454,NH,445,129,No,No,0.69,4085,680,0,2015,2 -52,1982,0.03,0.01,4251039301,4821,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,2,2,5,Technology Related Job,126,NJ,142,144,No,No,0.14,3140,448,0,2015,1 -52,1982,0.03,0.01,4251039301,4821,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,2,2,5,Technology Related Job,126,NJ,142,144,No,No,0.14,5044,840,0,2015,2 -68,10,0.05,0.02,4251023637,4822,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,0,7,45,Technology Related Job,486,WA,145,4,No,No,0.35,3569,713,0,2015,1 -68,10,0.05,0.02,4251023637,4822,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,0,7,45,Technology Related Job,486,WA,145,4,No,No,0.35,4784,797,0,2015,2 -30,110911,0.03,0.03,4251031488,4823,Yes,Bachelor or equivalent,Female,No,Single,33,\N,2,5,64,Technology Related Job,159,WI,342,19,Yes,No,0.81,2479,495,1,2015,1 -30,110911,0.03,0.03,4251031488,4823,Yes,Bachelor or equivalent,Female,No,Single,33,\N,2,5,64,Technology Related Job,159,WI,342,19,Yes,No,0.81,8682,868,1,2015,2 -46,108940,0.05,0,4251089880,4824,Yes,Master or equivalent,Male,Yes,Married,41,\N,0,2,4,Technology Related Job,19,KS,345,129,No,No,0.02,3028,1009,0,2015,1 -46,108940,0.05,0,4251089880,4824,Yes,Master or equivalent,Male,Yes,Married,41,\N,0,2,4,Technology Related Job,19,KS,345,129,No,No,0.02,500,500,0,2015,2 -77,219840,0.04,0.01,4251085670,4825,Yes,PhD or equivalent,Female,Yes,Married,99,\N,1,0,22,Technology Related Job,191,LA,42,144,No,No,0.48,2253,563,0,2015,1 -77,219840,0.04,0.01,4251085670,4825,Yes,PhD or equivalent,Female,Yes,Married,99,\N,1,0,22,Technology Related Job,191,LA,42,144,No,No,0.48,2759,919,0,2015,2 -25,217869,0.06,0.02,4251028694,4826,Yes,High School or below,Female,Yes,Single,106,\N,0,5,63,Technology Related Job,51,OH,46,3,No,Yes,0.69,3054,610,0,2015,1 -25,217869,0.06,0.02,4251028694,4826,Yes,High School or below,Female,Yes,Single,106,\N,0,5,63,Technology Related Job,51,OH,46,3,No,Yes,0.69,5674,945,0,2015,2 -55,78770,0.04,0.03,4251083668,4827,Yes,High School or below,Male,Yes,Married,44,\N,1,3,81,Technology Related Job,224,OK,243,18,No,No,0.14,4534,755,0,2015,1 -55,78770,0.04,0.03,4251083668,4827,Yes,High School or below,Male,Yes,Married,44,\N,1,3,81,Technology Related Job,224,OK,243,18,No,No,0.14,4069,406,0,2015,2 -71,76799,0.06,0,4251034518,4828,Yes,High School or below,Male,Yes,Single,52,\N,0,0,22,Technology Related Job,84,AZ,246,128,No,No,0.35,1059,529,0,2015,1 -71,76799,0.06,0,4251034518,4828,Yes,High School or below,Male,Yes,Single,52,\N,0,0,22,Technology Related Job,84,AZ,246,128,No,No,0.35,3082,616,0,2015,2 -33,187699,0.04,0.01,4251089614,4829,Yes,High School or below,Female,Yes,Single,110,\N,1,6,40,Technology Related Job,256,CA,443,143,No,No,0.81,2948,589,0,2015,1 -33,187699,0.04,0.01,4251089614,4829,Yes,High School or below,Female,Yes,Single,110,\N,1,6,40,Technology Related Job,256,CA,443,143,No,No,0.81,4234,529,0,2015,2 -49,185728,0.06,0.02,4251040955,4830,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,3,3,81,Technology Related Job,116,MI,446,3,No,No,0.02,1224,612,0,2015,1 -49,185728,0.06,0.02,4251040955,4830,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,3,3,81,Technology Related Job,116,MI,446,3,No,No,0.02,1036,518,0,2015,2 -79,46628,0.04,0.03,4251019246,4831,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,1,1,99,Technology Related Job,289,MS,143,18,No,No,0.48,4781,683,0,2015,1 -79,46628,0.04,0.03,4251019246,4831,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,1,1,99,Technology Related Job,289,MS,143,18,No,No,0.48,2222,740,0,2015,2 -27,44657,0.06,0,4251057620,4832,Yes,Master or equivalent,Female,No,Married,62,\N,3,7,40,Technology Related Job,149,SD,147,128,No,No,0.69,1985,992,0,2015,1 -27,44657,0.06,0,4251057620,4832,Yes,Master or equivalent,Female,No,Married,62,\N,3,7,40,Technology Related Job,149,SD,147,128,No,No,0.69,3086,1028,0,2015,2 -58,155558,0.05,0.01,4251032239,4833,Yes,Master or equivalent,Male,Yes,Married,0,\N,0,4,58,Non-technology Related Job,321,TN,344,143,No,No,0.14,2706,676,0,2015,1 -58,155558,0.05,0.01,4251032239,4833,Yes,Master or equivalent,Male,Yes,Married,0,\N,0,4,58,Non-technology Related Job,321,TN,344,143,No,No,0.14,4681,936,0,2015,2 -58,155558,0.05,0.01,4251032239,4833,Yes,Master or equivalent,Male,Yes,Married,0,\N,0,4,58,Non-technology Related Job,321,TN,344,143,No,No,0.14,114,114,0,2015,3 -74,153587,0.07,0.02,4251096396,4834,Yes,High School or below,Female,Yes,Single,8,\N,3,2,99,Technology Related Job,181,FL,347,3,No,No,0.36,5472,684,0,2015,1 -74,153587,0.07,0.02,4251096396,4834,Yes,High School or below,Female,Yes,Single,8,\N,3,2,99,Technology Related Job,181,FL,347,3,No,No,0.36,2141,713,0,2015,2 -36,14487,0.05,0.02,4251032609,4835,Yes,High School or below,Female,Yes,Single,66,\N,0,7,17,Non-technology Related Job,354,HI,44,18,No,No,0.81,5964,994,0,2015,1 -36,14487,0.05,0.02,4251032609,4835,Yes,High School or below,Female,Yes,Single,66,\N,0,7,17,Non-technology Related Job,354,HI,44,18,No,No,0.81,1074,268,0,2015,2 -52,12516,0.07,0,4251097494,4836,Yes,High School or below,Male,Yes,Married,73,\N,2,5,58,Technology Related Job,214,NV,47,128,No,No,0.02,4407,629,0,2015,1 -52,12516,0.07,0,4251097494,4836,Yes,High School or below,Male,Yes,Married,73,\N,2,5,58,Technology Related Job,214,NV,47,128,No,No,0.02,4035,807,0,2015,2 -14,123416,0.05,0,4251057588,4837,Yes,High School or below,Female,No,Single,11,\N,0,2,76,Non-technology Related Job,386,NJ,244,143,No,No,0.48,6104,872,0,2015,1 -14,123416,0.05,0,4251057588,4837,Yes,High School or below,Female,No,Single,11,\N,0,2,76,Non-technology Related Job,386,NJ,244,143,No,No,0.48,2841,947,0,2015,2 -30,121445,0.07,0.02,4251059371,4838,Yes,Bachelor or equivalent,Female,No,Married,19,\N,2,0,17,Technology Related Job,247,WA,248,3,No,No,0.69,3061,765,0,2015,1 -30,121445,0.07,0.02,4251059371,4838,Yes,Bachelor or equivalent,Female,No,Married,19,\N,2,0,17,Technology Related Job,247,WA,248,3,No,No,0.69,6050,864,0,2015,2 -61,232346,0.05,0.02,4251015362,4839,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,3,5,35,Non-technology Related Job,419,WI,444,18,No,No,0.15,1922,640,1,2015,1 -61,232346,0.05,0.02,4251015362,4839,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,3,5,35,Non-technology Related Job,419,WI,444,18,No,No,0.15,1826,608,1,2015,2 -76,230375,0.07,0,4251016701,4840,Yes,Master or equivalent,Female,Yes,Single,84,\N,2,3,75,Technology Related Job,279,IA,448,128,No,No,0.36,4372,874,0,2015,1 -76,230375,0.07,0,4251016701,4840,Yes,Master or equivalent,Female,Yes,Single,84,\N,2,3,75,Technology Related Job,279,IA,448,128,No,No,0.36,2645,440,0,2015,2 -39,91275,0.06,0,4251043029,4841,Yes,Master or equivalent,Male,Yes,Single,22,\N,3,0,94,Non-technology Related Job,452,KY,145,143,No,Yes,0.81,3826,765,0,2015,1 -39,91275,0.06,0,4251043029,4841,Yes,Master or equivalent,Male,Yes,Single,22,\N,3,0,94,Non-technology Related Job,452,KY,145,143,No,Yes,0.81,6258,782,0,2015,2 -55,89304,0,0.02,4251060980,4842,Yes,High School or below,Male,Yes,Single,29,\N,2,6,34,Technology Related Job,312,ND,148,3,No,No,0.02,8254,1031,0,2015,1 -55,89304,0,0.02,4251060980,4842,Yes,High School or below,Male,Yes,Single,29,\N,2,6,34,Technology Related Job,312,ND,148,3,No,No,0.02,5173,739,0,2015,2 -17,200205,0.06,0.02,4251056478,4843,Yes,High School or below,Female,Yes,Single,87,\N,3,4,53,Non-technology Related Job,484,OK,345,18,No,No,0.48,3262,652,0,2015,1 -17,200205,0.06,0.02,4251056478,4843,Yes,High School or below,Female,Yes,Single,87,\N,3,4,53,Non-technology Related Job,484,OK,345,18,No,No,0.48,1810,452,0,2015,2 -33,198234,0,0,4251092490,4844,Yes,High School or below,Female,Yes,Married,95,\N,1,1,93,Technology Related Job,344,AZ,348,128,No,No,0.69,4164,832,0,2015,1 -33,198234,0,0,4251092490,4844,Yes,High School or below,Female,Yes,Married,95,\N,1,1,93,Technology Related Job,344,AZ,348,128,No,No,0.69,3685,526,0,2015,2 -63,59134,0.06,0,4251044347,4845,Yes,High School or below,Male,Yes,Married,33,\N,3,7,12,Non-technology Related Job,17,CA,45,143,No,No,0.15,6933,990,0,2015,1 -63,59134,0.06,0,4251044347,4845,Yes,High School or below,Male,Yes,Married,33,\N,3,7,12,Non-technology Related Job,17,CA,45,143,No,No,0.15,1497,499,0,2015,2 -79,57163,0,0.02,4251065373,4846,Yes,Bachelor or equivalent,Female,No,Single,40,\N,1,4,52,Technology Related Job,377,MA,49,3,No,No,0.36,2332,777,0,2015,1 -79,57163,0,0.02,4251065373,4846,Yes,Bachelor or equivalent,Female,No,Single,40,\N,1,4,52,Technology Related Job,377,MA,49,3,No,No,0.36,3427,856,0,2015,2 -42,168063,0.06,0.02,4251028784,4847,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,2,2,71,Non-technology Related Job,49,MN,246,18,No,No,0.81,5591,698,0,2015,1 -42,168063,0.06,0.02,4251028784,4847,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,2,2,71,Non-technology Related Job,49,MN,246,18,No,No,0.81,5843,584,0,2015,2 -57,166092,0,0,4251096356,4848,Yes,Bachelor or equivalent,Male,Yes,Single,106,\N,1,7,11,Technology Related Job,409,SC,249,128,Yes,Yes,0.02,3297,659,0,2015,1 -57,166092,0,0,4251096356,4848,Yes,Bachelor or equivalent,Male,Yes,Single,106,\N,1,7,11,Technology Related Job,409,SC,249,128,Yes,Yes,0.02,3204,801,0,2015,2 -20,26993,0.07,0,4251081513,4849,Yes,Master or equivalent,Female,Yes,Single,43,\N,2,5,30,Non-technology Related Job,82,TN,446,143,No,No,0.48,855,427,1,2015,1 -20,26993,0.07,0,4251081513,4849,Yes,Master or equivalent,Female,Yes,Single,43,\N,2,5,30,Non-technology Related Job,82,TN,446,143,No,No,0.48,1082,541,1,2015,2 -20,26993,0.07,0,4251081513,4849,Yes,Master or equivalent,Female,Yes,Single,43,\N,2,5,30,Non-technology Related Job,82,TN,446,143,No,No,0.48,514,514,1,2015,3 -36,25022,0.01,0.02,4251083543,4850,Yes,High School or below,Female,Yes,Married,51,\N,1,2,70,Technology Related Job,442,FL,449,3,No,No,0.69,3356,671,0,2015,1 -36,25022,0.01,0.02,4251083543,4850,Yes,High School or below,Female,Yes,Married,51,\N,1,2,70,Technology Related Job,442,FL,449,3,No,No,0.69,2036,678,0,2015,2 -66,135922,0.07,0.02,4251056294,4851,Yes,High School or below,Male,No,Married,109,\N,2,0,89,Non-technology Related Job,114,HI,146,18,No,No,0.15,2271,1135,0,2015,1 -66,135922,0.07,0.02,4251056294,4851,Yes,High School or below,Male,No,Married,109,\N,2,0,89,Non-technology Related Job,114,HI,146,18,No,No,0.15,1060,530,0,2015,2 -14,133951,0.01,0,4251066080,4852,Yes,High School or below,Female,No,Single,116,\N,0,5,29,Technology Related Job,474,NE,150,128,No,No,0.36,4788,798,0,2015,1 -14,133951,0.01,0,4251066080,4852,Yes,High School or below,Female,No,Single,116,\N,0,5,29,Technology Related Job,474,NE,150,128,No,No,0.36,2194,274,0,2015,2 -44,244851,0.07,0,4251023143,4853,Yes,High School or below,Male,Yes,Married,54,\N,2,3,48,Non-technology Related Job,147,NH,347,143,No,No,0.82,4448,741,0,2015,1 -44,244851,0.07,0,4251023143,4853,Yes,High School or below,Male,Yes,Married,54,\N,2,3,48,Non-technology Related Job,147,NH,347,143,No,No,0.82,6734,841,0,2015,2 -60,242880,0.01,0.02,4251045250,4854,No,High School or below,Male,Yes,Single,62,\N,0,0,88,Technology Related Job,7,VA,350,3,No,No,0.03,913,913,0,2015,1 -60,242880,0.01,0.02,4251045250,4854,No,High School or below,Male,Yes,Single,62,\N,0,0,88,Technology Related Job,7,VA,350,3,No,No,0.03,7761,970,0,2015,2 -23,103781,0.07,0.02,4251059081,4855,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,1,6,6,Non-technology Related Job,179,WV,47,18,No,No,0.48,4499,899,0,2015,1 -23,103781,0.07,0.02,4251059081,4855,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,1,6,6,Non-technology Related Job,179,WV,47,18,No,No,0.48,5310,885,0,2015,2 -39,101810,0.01,0,4251023416,4856,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,0,3,47,Technology Related Job,40,IA,50,128,No,No,0.69,8095,809,1,2015,1 -39,101810,0.01,0,4251023416,4856,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,0,3,47,Technology Related Job,40,IA,50,128,No,No,0.69,2912,485,1,2015,2 -39,101810,0.01,0,4251023416,4856,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,0,3,47,Technology Related Job,40,IA,50,128,No,No,0.69,172,172,1,2015,3 -69,212710,0,0,4251064042,4857,Yes,Bachelor or equivalent,Male,No,Married,65,\N,1,1,65,Non-technology Related Job,212,KY,247,143,No,No,0.15,3846,641,0,2015,1 -69,212710,0,0,4251064042,4857,Yes,Bachelor or equivalent,Male,No,Married,65,\N,1,1,65,Non-technology Related Job,212,KY,247,143,No,No,0.15,475,475,0,2015,2 -17,210739,0.02,0.02,4251099628,4858,Yes,PhD or equivalent,Female,Yes,Married,73,\N,3,6,6,Technology Related Job,72,NC,251,3,No,No,0.36,4602,920,0,2015,1 -17,210739,0.02,0.02,4251099628,4858,Yes,PhD or equivalent,Female,Yes,Married,73,\N,3,6,6,Technology Related Job,72,NC,251,3,No,No,0.36,5243,873,0,2015,2 -47,71639,0,0.02,4251037885,4859,Yes,High School or below,Male,Yes,Married,10,\N,1,4,24,Non-technology Related Job,245,OH,448,18,No,No,0.82,7362,920,0,2015,1 -47,71639,0,0.02,4251037885,4859,Yes,High School or below,Male,Yes,Married,10,\N,1,4,24,Non-technology Related Job,245,OH,448,18,No,No,0.82,2704,676,0,2015,2 -47,71639,0,0.02,4251037885,4859,Yes,High School or below,Male,Yes,Married,10,\N,1,4,24,Non-technology Related Job,245,OH,448,18,No,No,0.82,11,11,0,2015,3 -63,69668,0.02,0,4251045114,4860,Yes,High School or below,Male,Yes,Single,18,\N,3,2,65,Technology Related Job,105,AK,451,128,No,No,0.03,3427,685,0,2015,1 -63,69668,0.02,0,4251045114,4860,Yes,High School or below,Male,Yes,Single,18,\N,3,2,65,Technology Related Job,105,AK,451,128,No,No,0.03,1144,1144,0,2015,2 -63,69668,0.02,0,4251045114,4860,Yes,High School or below,Male,Yes,Single,18,\N,3,2,65,Technology Related Job,105,AK,451,128,No,No,0.03,1059,1059,0,2015,3 -25,180569,0,0,4251016857,4861,Yes,High School or below,Female,Yes,Single,76,\N,0,7,83,Non-technology Related Job,277,AR,148,143,No,No,0.48,3163,632,0,2015,1 -25,180569,0,0,4251016857,4861,Yes,High School or below,Female,Yes,Single,76,\N,0,7,83,Non-technology Related Job,277,AR,148,143,No,No,0.48,2385,477,0,2015,2 -41,178598,0.02,0.02,4251053596,4862,Yes,High School or below,Female,Yes,Married,83,\N,3,5,24,Technology Related Job,137,MA,151,3,No,No,0.69,8157,627,1,2015,1 -41,178598,0.02,0.02,4251053596,4862,Yes,High School or below,Female,Yes,Married,83,\N,3,5,24,Technology Related Job,137,MA,151,3,No,No,0.69,2259,753,1,2015,2 -72,39498,0,0.02,4251082537,4863,Yes,High School or below,Male,Yes,Single,21,\N,0,2,42,Non-technology Related Job,310,MN,348,18,No,Yes,0.15,2555,638,0,2015,1 -72,39498,0,0.02,4251082537,4863,Yes,High School or below,Male,Yes,Single,21,\N,0,2,42,Non-technology Related Job,310,MN,348,18,No,Yes,0.15,4577,762,0,2015,2 -72,39498,0,0.02,4251082537,4863,Yes,High School or below,Male,Yes,Single,21,\N,0,2,42,Non-technology Related Job,310,MN,348,18,No,Yes,0.15,510,510,0,2015,3 -20,37527,0.02,0,4251012935,4864,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,3,0,83,Technology Related Job,170,RI,351,128,No,No,0.36,1923,384,0,2015,1 -20,37527,0.02,0,4251012935,4864,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,3,0,83,Technology Related Job,170,RI,351,128,No,No,0.36,3889,777,0,2015,2 -50,148428,0.01,0,4251036224,4865,Yes,Bachelor or equivalent,Male,No,Married,87,\N,0,5,1,Non-technology Related Job,342,SD,48,143,No,No,0.82,2534,844,0,2015,1 -50,148428,0.01,0,4251036224,4865,Yes,Bachelor or equivalent,Male,No,Married,87,\N,0,5,1,Non-technology Related Job,342,SD,48,143,No,No,0.82,8403,700,0,2015,2 -66,146457,0.03,0.02,4251096155,4866,Yes,Master or equivalent,Male,No,Single,94,\N,2,3,42,Technology Related Job,202,DE,52,3,No,No,0.03,4246,530,0,2015,1 -66,146457,0.03,0.02,4251096155,4866,Yes,Master or equivalent,Male,No,Single,94,\N,2,3,42,Technology Related Job,202,DE,52,3,No,No,0.03,7142,595,0,2015,2 -28,7357,0.01,0.02,4251091778,4867,Yes,PhD or equivalent,Female,Yes,Single,32,\N,0,0,60,Non-technology Related Job,375,GA,249,18,No,No,0.48,3560,712,0,2015,1 -28,7357,0.01,0.02,4251091778,4867,Yes,PhD or equivalent,Female,Yes,Single,32,\N,0,0,60,Non-technology Related Job,375,GA,249,18,No,No,0.48,1376,458,0,2015,2 -44,5386,0.03,0,4251065984,4868,Yes,High School or below,Male,Yes,Single,39,\N,2,6,0,Technology Related Job,235,NE,252,128,No,No,0.7,238,238,0,2015,1 -44,5386,0.03,0,4251065984,4868,Yes,High School or below,Male,Yes,Single,39,\N,2,6,0,Technology Related Job,235,NE,252,128,No,No,0.7,858,214,0,2015,2 -75,116286,0.01,0,4251057680,4869,Yes,High School or below,Female,Yes,Single,97,\N,3,3,19,Non-technology Related Job,407,NH,449,143,No,No,0.15,3622,724,0,2015,1 -75,116286,0.01,0,4251057680,4869,Yes,High School or below,Female,Yes,Single,97,\N,3,3,19,Non-technology Related Job,407,NH,449,143,No,No,0.15,109,109,0,2015,2 -22,114315,0.03,0.02,4251071133,4870,Yes,High School or below,Female,Yes,Married,105,\N,2,1,59,Technology Related Job,267,VT,452,3,No,Yes,0.36,6999,874,0,2015,1 -22,114315,0.03,0.02,4251071133,4870,Yes,High School or below,Female,Yes,Married,105,\N,2,1,59,Technology Related Job,267,VT,452,3,No,Yes,0.36,3520,704,0,2015,2 -53,225216,0.01,0.02,4251099293,4871,Yes,High School or below,Male,No,Married,43,\N,3,7,78,Non-technology Related Job,440,WA,149,18,No,No,0.82,4356,871,1,2015,1 -53,225216,0.01,0.02,4251099293,4871,Yes,High School or below,Male,No,Married,43,\N,3,7,78,Non-technology Related Job,440,WA,149,18,No,No,0.82,5392,898,1,2015,2 -53,225216,0.01,0.02,4251099293,4871,Yes,High School or below,Male,No,Married,43,\N,3,7,78,Non-technology Related Job,440,WA,149,18,No,No,0.82,823,823,1,2015,3 -69,223245,0.03,0,4251067272,4872,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,2,4,18,Technology Related Job,300,IN,153,128,No,No,0.03,2195,548,0,2015,1 -69,223245,0.03,0,4251067272,4872,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,2,4,18,Technology Related Job,300,IN,153,128,No,No,0.03,1555,388,0,2015,2 -31,84145,0.02,0,4251029093,4873,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,3,2,37,Non-technology Related Job,472,KS,350,143,No,No,0.49,4480,640,0,2015,1 -31,84145,0.02,0,4251029093,4873,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,3,2,37,Non-technology Related Job,472,KS,350,143,No,No,0.49,1147,573,0,2015,2 -47,82174,0.04,0.02,4251060430,4874,Yes,Master or equivalent,Male,Yes,Single,116,\N,1,7,77,Technology Related Job,333,NC,353,3,No,No,0.7,3230,646,0,2015,1 -47,82174,0.04,0.02,4251060430,4874,Yes,Master or equivalent,Male,Yes,Single,116,\N,1,7,77,Technology Related Job,333,NC,353,3,No,No,0.7,2325,581,0,2015,2 -77,193074,0.02,0.02,4251015075,4875,Yes,Master or equivalent,Female,Yes,Single,54,\N,2,5,96,Non-technology Related Job,5,OH,50,18,No,No,0.15,5194,865,0,2015,1 -77,193074,0.02,0.02,4251015075,4875,Yes,Master or equivalent,Female,Yes,Single,54,\N,2,5,96,Non-technology Related Job,5,OH,50,18,No,No,0.15,2033,508,0,2015,2 -25,191103,0.04,0,4251051566,4876,Yes,High School or below,Female,Yes,Married,61,\N,1,2,36,Technology Related Job,365,AK,53,128,No,No,0.36,2670,534,0,2015,1 -25,191103,0.04,0,4251051566,4876,Yes,High School or below,Female,Yes,Married,61,\N,1,2,36,Technology Related Job,365,AK,53,128,No,No,0.36,2930,488,0,2015,2 -56,52004,0.02,0,4251028745,4877,Yes,High School or below,Male,Yes,Married,119,\N,2,0,55,Non-technology Related Job,38,AZ,250,143,No,No,0.82,4021,670,0,2015,1 -56,52004,0.02,0,4251028745,4877,Yes,High School or below,Male,Yes,Married,119,\N,2,0,55,Non-technology Related Job,38,AZ,250,143,No,No,0.82,6421,802,0,2015,2 -71,50033,0.04,0.02,4251035732,4878,Yes,High School or below,Male,Yes,Married,6,\N,1,5,95,Technology Related Job,398,MD,254,3,No,No,0.03,3775,943,0,2015,1 -71,50033,0.04,0.02,4251035732,4878,Yes,High School or below,Male,Yes,Married,6,\N,1,5,95,Technology Related Job,398,MD,254,3,No,No,0.03,7530,836,0,2015,2 -34,160933,0.02,0.02,4251016039,4879,Yes,High School or below,Female,Yes,Married,64,\N,2,3,14,Non-technology Related Job,70,MI,451,18,No,No,0.49,4575,653,0,2015,1 -34,160933,0.02,0.02,4251016039,4879,Yes,High School or below,Female,Yes,Married,64,\N,2,3,14,Non-technology Related Job,70,MI,451,18,No,No,0.49,2397,599,0,2015,2 -50,158962,0.04,0,4251056659,4880,Yes,Bachelor or equivalent,Male,No,Single,72,\N,0,0,54,Technology Related Job,430,RI,454,128,No,No,0.7,850,850,0,2015,1 -50,158962,0.04,0,4251056659,4880,Yes,Bachelor or equivalent,Male,No,Single,72,\N,0,0,54,Technology Related Job,430,RI,454,128,No,No,0.7,3883,776,0,2015,2 -12,19863,0.03,0,4251058196,4881,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,2,6,73,Non-technology Related Job,103,SD,151,143,No,No,0.15,4422,737,1,2015,1 -12,19863,0.03,0,4251058196,4881,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,2,6,73,Non-technology Related Job,103,SD,151,143,No,No,0.15,4412,882,1,2015,2 -28,17891,0.05,0.02,4251097099,4882,Yes,Master or equivalent,Female,Yes,Married,17,\N,0,3,13,Technology Related Job,463,DE,154,3,No,No,0.37,4023,804,0,2015,1 -28,17891,0.05,0.02,4251097099,4882,Yes,Master or equivalent,Female,Yes,Married,17,\N,0,3,13,Technology Related Job,463,DE,154,3,No,No,0.37,3331,666,0,2015,2 -58,128792,0.03,0.02,4251024187,4883,Yes,Master or equivalent,Male,Yes,Single,75,\N,1,1,31,Non-technology Related Job,135,FL,351,18,No,No,0.82,3270,654,0,2015,1 -58,128792,0.03,0.02,4251024187,4883,Yes,Master or equivalent,Male,Yes,Single,75,\N,1,1,31,Non-technology Related Job,135,FL,351,18,No,No,0.82,1587,793,0,2015,2 -58,128792,0.03,0.02,4251024187,4883,Yes,Master or equivalent,Male,Yes,Single,75,\N,1,1,31,Non-technology Related Job,135,FL,351,18,No,No,0.82,1150,1150,0,2015,3 -74,126821,0.05,0,4251043582,4884,Yes,High School or below,Male,Yes,Married,83,\N,0,6,72,Technology Related Job,495,MT,355,128,No,No,0.03,4003,1000,0,2015,1 -74,126821,0.05,0,4251043582,4884,Yes,High School or below,Male,Yes,Married,83,\N,0,6,72,Technology Related Job,495,MT,355,128,No,No,0.03,1995,665,0,2015,2 -37,237721,0.03,0,4251013523,4885,Yes,High School or below,Female,No,Married,20,\N,1,4,90,Non-technology Related Job,168,NV,51,143,No,No,0.49,3695,1231,0,2015,1 -37,237721,0.03,0,4251013523,4885,Yes,High School or below,Female,No,Married,20,\N,1,4,90,Non-technology Related Job,168,NV,51,143,No,No,0.49,234,234,0,2015,2 -53,235750,0.05,0.02,4251067606,4886,Yes,High School or below,Male,Yes,Single,28,\N,0,1,31,Technology Related Job,28,VT,55,3,No,No,0.7,6383,709,0,2015,1 -53,235750,0.05,0.02,4251067606,4886,Yes,High School or below,Male,Yes,Single,28,\N,0,1,31,Technology Related Job,28,VT,55,3,No,No,0.7,5124,569,0,2015,2 -15,96651,0.03,0.02,4251081940,4887,Yes,High School or below,Female,Yes,Single,86,\N,1,7,49,Non-technology Related Job,200,WA,252,18,Yes,No,0.16,4258,851,0,2015,1 -15,96651,0.03,0.02,4251081940,4887,Yes,High School or below,Female,Yes,Single,86,\N,1,7,49,Non-technology Related Job,200,WA,252,18,Yes,No,0.16,8273,636,0,2015,2 -31,94680,0.05,0,4251045298,4888,Yes,Bachelor or equivalent,Female,Yes,Single,93,\N,3,5,90,Technology Related Job,60,IN,255,128,No,No,0.37,5090,727,1,2015,1 -31,94680,0.05,0,4251045298,4888,Yes,Bachelor or equivalent,Female,Yes,Single,93,\N,3,5,90,Technology Related Job,60,IN,255,128,No,No,0.37,2117,529,1,2015,2 -61,205580,0.04,0,4251037828,4889,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,1,2,8,Non-technology Related Job,233,IA,452,143,No,No,0.82,3833,766,0,2015,1 -61,205580,0.04,0,4251037828,4889,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,1,2,8,Non-technology Related Job,233,IA,452,143,No,No,0.82,2239,559,0,2015,2 -77,203609,0.06,0.02,4251052799,4890,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,3,0,49,Technology Related Job,93,NY,455,3,No,No,0.03,7457,828,0,2015,1 -77,203609,0.06,0.02,4251052799,4890,Yes,Bachelor or equivalent,Male,Yes,Married,39,\N,3,0,49,Technology Related Job,93,NY,455,3,No,No,0.03,3402,680,0,2015,2 -39,64509,0.04,0.02,4251023359,4891,Yes,Master or equivalent,Female,Yes,Married,97,\N,0,5,67,Non-technology Related Job,265,ND,152,18,No,No,0.49,2163,540,0,2015,1 -39,64509,0.04,0.02,4251023359,4891,Yes,Master or equivalent,Female,Yes,Married,97,\N,0,5,67,Non-technology Related Job,265,ND,152,18,No,No,0.49,3654,913,0,2015,2 -55,62538,0.06,0,4251010466,4892,Yes,PhD or equivalent,Male,Yes,Single,104,\N,3,3,8,Technology Related Job,126,AL,156,128,No,Yes,0.7,1989,663,0,2015,1 -55,62538,0.06,0,4251010466,4892,Yes,PhD or equivalent,Male,Yes,Single,104,\N,3,3,8,Technology Related Job,126,AL,156,128,No,Yes,0.7,5332,1333,0,2015,2 -18,173439,0.04,0,4251069089,4893,Yes,High School or below,Female,Yes,Married,42,\N,0,0,26,Non-technology Related Job,298,AZ,353,143,No,No,0.16,3183,795,0,2015,1 -18,173439,0.04,0,4251069089,4893,Yes,High School or below,Female,Yes,Married,42,\N,0,0,26,Non-technology Related Job,298,AZ,353,143,No,No,0.16,3556,592,0,2015,2 -34,171468,0.06,0.02,4251026826,4894,Yes,High School or below,Female,No,Single,49,\N,3,6,67,Technology Related Job,158,MD,356,3,No,No,0.37,4832,966,0,2015,1 -34,171468,0.06,0.02,4251026826,4894,Yes,High School or below,Female,No,Single,49,\N,3,6,67,Technology Related Job,158,MD,356,3,No,No,0.37,1131,565,0,2015,2 -64,32368,0.04,0.02,4251018537,4895,Yes,High School or below,Male,Yes,Single,107,\N,0,3,85,Non-technology Related Job,331,MA,53,18,No,No,0.82,3498,699,0,2015,1 -64,32368,0.04,0.02,4251018537,4895,Yes,High School or below,Male,Yes,Single,107,\N,0,3,85,Non-technology Related Job,331,MA,53,18,No,No,0.82,2657,531,0,2015,2 -12,30397,0.07,0,4251034640,4896,Yes,High School or below,Female,Yes,Married,115,\N,2,1,25,Non-technology Related Job,191,PA,56,128,No,No,0.03,417,208,0,2015,1 -12,30397,0.07,0,4251034640,4896,Yes,High School or below,Female,Yes,Married,115,\N,2,1,25,Non-technology Related Job,191,PA,56,128,No,No,0.03,5527,789,0,2015,2 -42,141297,0.05,0,4251051630,4897,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,3,6,44,Non-technology Related Job,363,SC,253,143,No,No,0.49,3788,757,0,2015,1 -42,141297,0.05,0,4251051630,4897,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,3,6,44,Non-technology Related Job,363,SC,253,143,No,No,0.49,1912,956,0,2015,2 -58,139326,0.07,0.02,4251044820,4898,Yes,Bachelor or equivalent,Male,Yes,Married,60,\N,2,4,84,Non-technology Related Job,223,CT,257,3,No,No,0.7,2458,491,0,2015,1 -58,139326,0.07,0.02,4251044820,4898,Yes,Bachelor or equivalent,Male,Yes,Married,60,\N,2,4,84,Non-technology Related Job,223,CT,257,3,No,No,0.7,2493,498,0,2015,2 -20,227,0.05,0.02,4251053070,4899,Yes,Bachelor or equivalent,Female,No,Married,118,\N,3,2,3,Non-technology Related Job,396,FL,454,18,No,No,0.16,3541,885,1,2015,1 -20,227,0.05,0.02,4251053070,4899,Yes,Bachelor or equivalent,Female,No,Married,118,\N,3,2,3,Non-technology Related Job,396,FL,454,18,No,No,0.16,910,455,1,2015,2 -36,248256,0.07,0,4251036114,4900,No,Master or equivalent,Female,Yes,Single,6,\N,2,7,43,Non-technology Related Job,256,MT,457,128,No,No,0.37,3545,886,0,2015,1 -36,248256,0.07,0,4251036114,4900,No,Master or equivalent,Female,Yes,Single,6,\N,2,7,43,Non-technology Related Job,256,MT,457,128,No,No,0.37,4850,808,0,2015,2 -67,109156,0.05,0,4251073688,4901,Yes,High School or below,Male,Yes,Single,64,\N,3,5,62,Non-technology Related Job,428,NE,154,143,No,No,0.83,6283,785,0,2015,1 -67,109156,0.05,0,4251073688,4901,Yes,High School or below,Male,Yes,Single,64,\N,3,5,62,Non-technology Related Job,428,NE,154,143,No,No,0.83,9349,1038,0,2015,2 -67,109156,0.05,0,4251073688,4901,Yes,High School or below,Male,Yes,Single,64,\N,3,5,62,Non-technology Related Job,428,NE,154,143,No,No,0.83,1114,1114,0,2015,3 -15,107185,0.07,0.02,4251012351,4902,Yes,High School or below,Female,Yes,Married,71,\N,1,2,2,Non-technology Related Job,288,UT,157,3,No,No,0.04,4578,572,0,2015,1 -15,107185,0.07,0.02,4251012351,4902,Yes,High School or below,Female,Yes,Married,71,\N,1,2,2,Non-technology Related Job,288,UT,157,3,No,No,0.04,4837,967,0,2015,2 -45,218086,0.05,0.02,4251076797,4903,Yes,High School or below,Male,Yes,Single,9,\N,3,0,21,Non-technology Related Job,461,VA,354,18,No,No,0.49,2231,743,0,2015,1 -45,218086,0.05,0.02,4251076797,4903,Yes,High School or below,Male,Yes,Single,9,\N,3,0,21,Non-technology Related Job,461,VA,354,18,No,No,0.49,4695,782,0,2015,2 -61,216115,0,0,4251061239,4904,Yes,High School or below,Male,Yes,Married,16,\N,1,5,61,Non-technology Related Job,321,IL,358,128,No,No,0.7,1602,801,0,2015,1 -61,216115,0,0,4251061239,4904,Yes,High School or below,Male,Yes,Married,16,\N,1,5,61,Non-technology Related Job,321,IL,358,128,No,No,0.7,916,916,0,2015,2 -23,77015,0.06,0,4251016226,4905,Yes,High School or below,Female,Yes,Married,74,\N,2,3,80,Non-technology Related Job,493,IA,55,143,No,Yes,0.16,4220,844,0,2015,1 -23,77015,0.06,0,4251016226,4905,Yes,High School or below,Female,Yes,Married,74,\N,2,3,80,Non-technology Related Job,493,IA,55,143,No,Yes,0.16,2862,715,0,2015,2 -39,75044,0,0.02,4251045366,4906,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,1,0,20,Non-technology Related Job,353,NY,58,3,No,No,0.37,7172,652,0,2015,1 -39,75044,0,0.02,4251045366,4906,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,1,0,20,Non-technology Related Job,353,NY,58,3,No,No,0.37,5411,541,0,2015,2 -39,75044,0,0.02,4251045366,4906,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,1,0,20,Non-technology Related Job,353,NY,58,3,No,No,0.37,868,868,0,2015,3 -70,185944,0.06,0.02,4251096828,4907,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,2,6,39,Non-technology Related Job,26,NC,255,18,No,No,0.83,2055,685,0,2015,1 -70,185944,0.06,0.02,4251096828,4907,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,2,6,39,Non-technology Related Job,26,NC,255,18,No,No,0.83,935,311,0,2015,2 -70,185944,0.06,0.02,4251096828,4907,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,2,6,39,Non-technology Related Job,26,NC,255,18,No,No,0.83,476,476,0,2015,3 -17,183973,0,0,4251058340,4908,Yes,Master or equivalent,Female,No,Single,27,\N,1,3,79,Non-technology Related Job,386,WY,258,128,No,No,0.04,3670,524,0,2015,1 -17,183973,0,0,4251058340,4908,Yes,Master or equivalent,Female,No,Single,27,\N,1,3,79,Non-technology Related Job,386,WY,258,128,No,No,0.04,2529,505,0,2015,2 -48,44874,0.06,0,4251022615,4909,Yes,Master or equivalent,Male,Yes,Single,85,\N,2,1,98,Non-technology Related Job,58,AK,455,143,No,No,0.49,2775,693,0,2015,1 -48,44874,0.06,0,4251022615,4909,Yes,Master or equivalent,Male,Yes,Single,85,\N,2,1,98,Non-technology Related Job,58,AK,455,143,No,No,0.49,5061,723,0,2015,2 -64,42903,0,0.02,4251010900,4910,Yes,High School or below,Male,Yes,Married,93,\N,0,6,38,Non-technology Related Job,419,ME,459,3,No,No,0.7,1682,841,0,2015,1 -64,42903,0,0.02,4251010900,4910,Yes,High School or below,Male,Yes,Married,93,\N,0,6,38,Non-technology Related Job,419,ME,459,3,No,No,0.7,2199,1099,0,2015,2 -26,153803,0.07,0.02,4251089453,4911,Yes,High School or below,Female,Yes,Married,30,\N,2,4,57,Non-technology Related Job,91,MA,155,18,No,No,0.16,2843,710,0,2015,1 -26,153803,0.07,0.02,4251089453,4911,Yes,High School or below,Female,Yes,Married,30,\N,2,4,57,Non-technology Related Job,91,MA,155,18,No,No,0.16,881,440,0,2015,2 -42,151832,0.01,0,4251045498,4912,Yes,High School or below,Female,Yes,Single,38,\N,0,1,97,Non-technology Related Job,451,PA,159,128,Yes,No,0.37,2518,503,0,2015,1 -42,151832,0.01,0,4251045498,4912,Yes,High School or below,Female,Yes,Single,38,\N,0,1,97,Non-technology Related Job,451,PA,159,128,Yes,No,0.37,5980,664,0,2015,2 -72,12732,0.07,0,4251088602,4913,Yes,High School or below,Male,No,Single,96,\N,1,7,15,Non-technology Related Job,124,RI,356,143,No,No,0.83,5127,1025,0,2015,1 -72,12732,0.07,0,4251088602,4913,Yes,High School or below,Male,No,Single,96,\N,1,7,15,Non-technology Related Job,124,RI,356,143,No,No,0.83,3855,481,0,2015,2 -20,10761,0.01,0.02,4251059469,4914,Yes,Bachelor or equivalent,Female,No,Single,103,\N,0,4,56,Non-technology Related Job,484,CO,359,3,No,Yes,0.04,10073,915,0,2015,1 -20,10761,0.01,0.02,4251059469,4914,Yes,Bachelor or equivalent,Female,No,Single,103,\N,0,4,56,Non-technology Related Job,484,CO,359,3,No,Yes,0.04,4103,586,0,2015,2 -51,121662,0.07,0.02,4251089982,4915,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,1,2,74,Non-technology Related Job,156,DE,56,18,No,No,0.49,2441,813,0,2015,1 -51,121662,0.07,0.02,4251089982,4915,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,1,2,74,Non-technology Related Job,156,DE,56,18,No,No,0.49,825,825,0,2015,2 -66,119691,0.01,0,4251027210,4916,Yes,Master or equivalent,Male,Yes,Married,49,\N,3,0,15,Non-technology Related Job,16,MO,59,128,No,No,0.71,3077,1025,0,2015,1 -66,119691,0.01,0,4251027210,4916,Yes,Master or equivalent,Male,Yes,Married,49,\N,3,0,15,Non-technology Related Job,16,MO,59,128,No,No,0.71,4107,821,0,2015,2 -29,230591,0.07,0,4251044832,4917,Yes,Master or equivalent,Female,Yes,Married,107,\N,1,5,33,Others,189,NE,256,143,No,No,0.16,2363,590,0,2015,1 -29,230591,0.07,0,4251044832,4917,Yes,Master or equivalent,Female,Yes,Married,107,\N,1,5,33,Others,189,NE,256,143,No,No,0.16,5707,951,0,2015,2 -45,228620,0.01,0.02,4251035110,4918,Yes,High School or below,Female,Yes,Single,114,\N,3,3,74,Non-technology Related Job,49,UT,260,3,No,No,0.37,6796,679,0,2015,1 -45,228620,0.01,0.02,4251035110,4918,Yes,High School or below,Female,Yes,Single,114,\N,3,3,74,Non-technology Related Job,49,UT,260,3,No,No,0.37,3785,473,0,2015,2 -45,228620,0.01,0.02,4251035110,4918,Yes,High School or below,Female,Yes,Single,114,\N,3,3,74,Non-technology Related Job,49,UT,260,3,No,No,0.37,547,547,0,2015,3 -75,89521,0,0.02,4251025193,4919,Yes,High School or below,Male,Yes,Married,52,\N,0,0,92,Others,221,VA,457,18,No,No,0.83,3185,796,0,2015,1 -75,89521,0,0.02,4251025193,4919,Yes,High School or below,Male,Yes,Married,52,\N,0,0,92,Others,221,VA,457,18,No,No,0.83,4146,592,0,2015,2 -23,87549,0.02,0.03,4251033426,4920,Yes,High School or below,Female,Yes,Single,59,\N,3,6,33,Non-technology Related Job,81,ID,460,128,No,No,0.04,471,471,0,2015,1 -23,87549,0.02,0.03,4251033426,4920,Yes,High School or below,Female,Yes,Single,59,\N,3,6,33,Non-technology Related Job,81,ID,460,128,No,No,0.04,4446,635,0,2015,2 -53,198450,0,0,4251065638,4921,Yes,High School or below,Male,Yes,Single,117,\N,0,3,51,Others,254,IN,157,142,No,No,0.5,3382,563,0,2015,1 -53,198450,0,0,4251065638,4921,Yes,High School or below,Male,Yes,Single,117,\N,0,3,51,Others,254,IN,157,142,No,No,0.5,1936,645,0,2015,2 -69,196479,0.02,0.01,4251008426,4922,Yes,Bachelor or equivalent,Male,No,Married,5,\N,3,1,92,Non-technology Related Job,114,NM,160,2,No,No,0.71,3225,806,1,2015,1 -69,196479,0.02,0.01,4251008426,4922,Yes,Bachelor or equivalent,Male,No,Married,5,\N,3,1,92,Non-technology Related Job,114,NM,160,2,No,No,0.71,6526,932,1,2015,2 -32,57379,0,0.02,4251050096,4923,Yes,Bachelor or equivalent,Female,Yes,Married,63,\N,0,6,10,Others,286,NC,357,17,No,No,0.16,4176,522,0,2015,1 -32,57379,0,0.02,4251050096,4923,Yes,Bachelor or equivalent,Female,Yes,Married,63,\N,0,6,10,Others,286,NC,357,17,No,No,0.16,7757,861,0,2015,2 -48,55408,0.02,0.03,4251095746,4924,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,2,4,51,Non-technology Related Job,146,WY,361,127,No,No,0.37,2923,730,0,2015,1 -48,55408,0.02,0.03,4251095746,4924,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,2,4,51,Non-technology Related Job,146,WY,361,127,No,No,0.37,5952,744,0,2015,2 -78,166309,0,0,4251040366,4925,Yes,Master or equivalent,Male,Yes,Married,8,\N,0,1,69,Others,319,AK,58,142,No,No,0.83,4857,809,0,2015,1 -78,166309,0,0,4251040366,4925,Yes,Master or equivalent,Male,Yes,Married,8,\N,0,1,69,Others,319,AK,58,142,No,No,0.83,3112,622,0,2015,2 -26,164338,0.02,0.01,4251085051,4926,Yes,High School or below,Female,Yes,Single,16,\N,2,7,9,Non-technology Related Job,179,LA,61,2,No,No,0.04,4042,808,0,2015,1 -26,164338,0.02,0.01,4251085051,4926,Yes,High School or below,Female,Yes,Single,16,\N,2,7,9,Non-technology Related Job,179,LA,61,2,No,No,0.04,6005,1000,0,2015,2 -56,25238,0.01,0.02,4251078735,4927,Yes,High School or below,Male,No,Single,74,\N,3,4,28,Others,351,MD,258,17,No,Yes,0.5,3385,677,0,2015,1 -56,25238,0.01,0.02,4251078735,4927,Yes,High School or below,Male,No,Single,74,\N,3,4,28,Others,351,MD,258,17,No,Yes,0.5,4692,469,0,2015,2 -72,23267,0.03,0.03,4251040812,4928,Yes,High School or below,Male,No,Married,81,\N,2,2,68,Non-technology Related Job,212,OR,261,127,No,No,0.71,7176,598,0,2015,1 -72,23267,0.03,0.03,4251040812,4928,Yes,High School or below,Male,No,Married,81,\N,2,2,68,Non-technology Related Job,212,OR,261,127,No,No,0.71,1184,592,0,2015,2 -34,134167,0.01,0,4251049879,4929,Yes,High School or below,Female,Yes,Single,19,\N,3,0,87,Others,384,RI,458,142,Yes,No,0.16,3079,342,0,2015,1 -34,134167,0.01,0,4251049879,4929,Yes,High School or below,Female,Yes,Single,19,\N,3,0,87,Others,384,RI,458,142,Yes,No,0.16,5048,504,0,2015,2 -50,132196,0.03,0.01,4251073259,4930,Yes,Bachelor or equivalent,Male,Yes,Married,26,\N,2,5,27,Non-technology Related Job,244,CO,462,2,No,No,0.38,5741,1148,0,2015,1 -50,132196,0.03,0.01,4251073259,4930,Yes,Bachelor or equivalent,Male,Yes,Married,26,\N,2,5,27,Non-technology Related Job,244,CO,462,2,No,No,0.38,402,402,0,2015,2 -13,243097,0.01,0.02,4251040852,4931,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,3,3,46,Others,417,DE,159,17,No,No,0.83,3472,694,0,2015,1 -13,243097,0.01,0.02,4251040852,4931,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,3,3,46,Others,417,DE,159,17,No,No,0.83,5156,859,0,2015,2 -13,243097,0.01,0.02,4251040852,4931,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,3,3,46,Others,417,DE,159,17,No,No,0.83,847,847,0,2015,3 -29,241126,0.03,0.03,4251039508,4932,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,1,0,86,Non-technology Related Job,277,MS,162,127,No,No,0.04,4585,917,1,2015,1 -29,241126,0.03,0.03,4251039508,4932,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,1,0,86,Non-technology Related Job,277,MS,162,127,No,No,0.04,2283,570,1,2015,2 -59,102026,0.01,0,4251043360,4933,Yes,Bachelor or equivalent,Male,No,Single,30,\N,3,6,5,Others,449,MT,359,142,No,No,0.5,2553,638,0,2015,1 -59,102026,0.01,0,4251043360,4933,Yes,Bachelor or equivalent,Male,No,Single,30,\N,3,6,5,Others,449,MT,359,142,No,No,0.5,4011,1002,0,2015,2 -75,100055,0.03,0.01,4251023707,4934,Yes,PhD or equivalent,Male,Yes,Single,37,\N,1,3,45,Non-technology Related Job,309,TX,362,2,No,No,0.71,2428,607,0,2015,1 -75,100055,0.03,0.01,4251023707,4934,Yes,PhD or equivalent,Male,Yes,Single,37,\N,1,3,45,Non-technology Related Job,309,TX,362,2,No,No,0.71,5499,916,0,2015,2 -37,210955,0.02,0.02,4251053421,4935,Yes,High School or below,Female,Yes,Single,95,\N,2,1,64,Others,482,VT,59,17,No,No,0.17,4169,1042,0,2015,1 -37,210955,0.02,0.02,4251053421,4935,Yes,High School or below,Female,Yes,Single,95,\N,2,1,64,Others,482,VT,59,17,No,No,0.17,917,305,0,2015,2 -53,208984,0.04,0.03,4251087300,4936,Yes,High School or below,Male,Yes,Married,103,\N,1,6,4,Non-technology Related Job,342,ID,62,127,No,Yes,0.38,3187,796,0,2015,1 -53,208984,0.04,0.03,4251087300,4936,Yes,High School or below,Male,Yes,Married,103,\N,1,6,4,Non-technology Related Job,342,ID,62,127,No,Yes,0.38,4485,747,0,2015,2 -16,69885,0.02,0,4251041044,4937,Yes,High School or below,Female,Yes,Married,40,\N,2,4,23,Others,14,IN,259,142,No,No,0.83,3588,717,0,2015,1 -16,69885,0.02,0,4251041044,4937,Yes,High School or below,Female,Yes,Married,40,\N,2,4,23,Others,14,IN,259,142,No,No,0.83,1778,592,0,2015,2 -31,67914,0.04,0.01,4251018806,4938,Yes,High School or below,Female,Yes,Single,48,\N,0,1,63,Non-technology Related Job,374,NJ,263,2,No,No,0.04,2657,885,0,2015,1 -31,67914,0.04,0.01,4251018806,4938,Yes,High School or below,Female,Yes,Single,48,\N,0,1,63,Non-technology Related Job,374,NJ,263,2,No,No,0.04,9338,848,0,2015,2 -62,178814,0.02,0.02,4251011857,4939,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,2,7,82,Others,47,NY,460,17,No,No,0.5,3126,781,0,2015,1 -62,178814,0.02,0.02,4251011857,4939,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,2,7,82,Others,47,NY,460,17,No,No,0.5,2957,739,0,2015,2 -78,176843,0.04,0.03,4251073146,4940,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,0,4,22,Non-technology Related Job,407,WI,463,127,No,No,0.71,4372,624,0,2015,1 -78,176843,0.04,0.03,4251073146,4940,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,0,4,22,Non-technology Related Job,407,WI,463,127,No,No,0.71,5065,844,0,2015,2 -40,37744,0.02,0,4251019348,4941,Yes,Bachelor or equivalent,Female,No,Single,51,\N,1,2,40,Others,79,AL,160,142,No,No,0.17,1781,445,0,2015,1 -40,37744,0.02,0,4251019348,4941,Yes,Bachelor or equivalent,Female,No,Single,51,\N,1,2,40,Others,79,AL,160,142,No,No,0.17,798,266,0,2015,2 -56,35773,0.04,0.01,4251009829,4942,Yes,Master or equivalent,Male,No,Married,59,\N,0,7,81,Non-technology Related Job,439,LA,163,2,No,No,0.38,1969,492,0,2015,1 -56,35773,0.04,0.01,4251009829,4942,Yes,Master or equivalent,Male,No,Married,59,\N,0,7,81,Non-technology Related Job,439,LA,163,2,No,No,0.38,4767,794,0,2015,2 -18,146673,0.03,0.02,4251054409,4943,Yes,PhD or equivalent,Female,Yes,Married,117,\N,1,5,99,Others,112,MD,360,17,No,No,0.83,7131,594,0,2015,1 -18,146673,0.03,0.02,4251054409,4943,Yes,PhD or equivalent,Female,Yes,Married,117,\N,1,5,99,Others,112,MD,360,17,No,No,0.83,3047,761,0,2015,2 -34,144702,0.05,0.03,4251033280,4944,Yes,High School or below,Female,Yes,Married,4,\N,0,2,40,Non-technology Related Job,472,OK,364,127,No,No,0.04,5711,713,0,2015,1 -34,144702,0.05,0.03,4251033280,4944,Yes,High School or below,Female,Yes,Married,4,\N,0,2,40,Non-technology Related Job,472,OK,364,127,No,No,0.04,1538,512,0,2015,2 -65,5602,0.03,0,4251042295,4945,Yes,High School or below,Male,Yes,Married,62,\N,1,0,58,Others,144,PA,61,142,No,No,0.5,5232,747,0,2015,1 -65,5602,0.03,0,4251042295,4945,Yes,High School or below,Male,Yes,Married,62,\N,1,0,58,Others,144,PA,61,142,No,No,0.5,2581,860,0,2015,2 -65,5602,0.03,0,4251042295,4945,Yes,High School or below,Male,Yes,Married,62,\N,1,0,58,Others,144,PA,61,142,No,No,0.5,1096,1096,0,2015,3 -12,3631,0.05,0.01,4251066949,4946,No,High School or below,Male,Yes,Single,69,\N,3,6,99,Non-technology Related Job,5,CA,64,2,No,No,0.71,4564,652,0,2015,1 -12,3631,0.05,0.01,4251066949,4946,No,High School or below,Male,Yes,Single,69,\N,3,6,99,Non-technology Related Job,5,CA,64,2,No,No,0.71,7638,763,0,2015,2 -43,114532,0.03,0.02,4251019292,4947,Yes,High School or below,Female,No,Single,7,\N,1,3,17,Others,177,CT,261,17,No,No,0.17,2480,620,0,2015,1 -43,114532,0.03,0.02,4251019292,4947,Yes,High School or below,Female,No,Single,7,\N,1,3,17,Others,177,CT,261,17,No,No,0.17,3249,812,0,2015,2 -59,112561,0.05,0.03,4251099348,4948,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,3,1,58,Non-technology Related Job,37,MS,264,127,No,No,0.38,4324,864,0,2015,1 -59,112561,0.05,0.03,4251099348,4948,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,3,1,58,Non-technology Related Job,37,MS,264,127,No,No,0.38,5269,752,0,2015,2 -21,223461,0.03,0,4251011485,4949,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,0,6,76,Others,210,MT,461,142,No,Yes,0.84,1051,525,0,2015,1 -21,223461,0.03,0,4251011485,4949,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,0,6,76,Others,210,MT,461,142,No,Yes,0.84,2836,945,0,2015,2 -37,221490,0.05,0.01,4251072315,4950,Yes,Master or equivalent,Female,Yes,Married,80,\N,3,4,17,Non-technology Related Job,70,TN,465,2,No,No,0.05,5890,841,0,2015,1 -37,221490,0.05,0.01,4251072315,4950,Yes,Master or equivalent,Female,Yes,Married,80,\N,3,4,17,Non-technology Related Job,70,TN,465,2,No,No,0.05,1113,556,0,2015,2 -67,82390,0.04,0.02,4251026722,4951,Yes,Master or equivalent,Male,Yes,Married,18,\N,0,1,35,Others,242,UT,162,17,Yes,No,0.5,877,292,0,2015,1 -67,82390,0.04,0.02,4251026722,4951,Yes,Master or equivalent,Male,Yes,Married,18,\N,0,1,35,Others,242,UT,162,17,Yes,No,0.5,4594,918,0,2015,2 -15,80419,0.06,0.03,4251076752,4952,Yes,High School or below,Male,Yes,Single,26,\N,3,7,76,Non-technology Related Job,102,HI,165,127,No,No,0.71,3199,639,0,2015,1 -15,80419,0.06,0.03,4251076752,4952,Yes,High School or below,Male,Yes,Single,26,\N,3,7,76,Non-technology Related Job,102,HI,165,127,No,No,0.71,2524,631,0,2015,2 -46,191320,0.04,0,4251084562,4953,Yes,High School or below,Female,Yes,Single,84,\N,0,4,94,Others,275,IL,362,142,No,No,0.17,1655,413,0,2015,1 -46,191320,0.04,0,4251084562,4953,Yes,High School or below,Female,Yes,Single,84,\N,0,4,94,Others,275,IL,362,142,No,No,0.17,1609,321,0,2015,2 -46,191320,0.04,0,4251084562,4953,Yes,High School or below,Female,Yes,Single,84,\N,0,4,94,Others,275,IL,362,142,No,No,0.17,933,933,0,2015,3 -62,189349,0.06,0.01,4251083205,4954,Yes,High School or below,Male,Yes,Single,91,\N,2,2,34,Non-technology Related Job,135,NJ,365,2,No,No,0.38,3510,877,0,2015,1 -62,189349,0.06,0.01,4251083205,4954,Yes,High School or below,Male,Yes,Single,91,\N,2,2,34,Non-technology Related Job,135,NJ,365,2,No,No,0.38,6171,881,0,2015,2 -24,50249,0.04,0.02,4251067517,4955,Yes,High School or below,Female,Yes,Single,29,\N,0,7,53,Others,307,NY,62,17,No,No,0.84,1453,726,0,2015,1 -24,50249,0.04,0.02,4251067517,4955,Yes,High School or below,Female,Yes,Single,29,\N,0,7,53,Others,307,NY,62,17,No,No,0.84,2312,578,0,2015,2 -40,48278,0.06,0.03,4251080096,4956,Yes,Bachelor or equivalent,Female,No,Married,36,\N,2,5,93,Non-technology Related Job,167,WI,66,127,No,No,0.05,6949,534,0,2015,1 -40,48278,0.06,0.03,4251080096,4956,Yes,Bachelor or equivalent,Female,No,Married,36,\N,2,5,93,Non-technology Related Job,167,WI,66,127,No,No,0.05,4325,1081,0,2015,2 -70,159179,0.04,0,4251097572,4957,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,3,3,12,Others,340,WY,262,142,No,No,0.5,661,661,0,2015,1 -70,159179,0.04,0,4251097572,4957,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,3,3,12,Others,340,WY,262,142,No,No,0.5,2484,828,0,2015,2 -18,157207,0.06,0.01,4251028205,4958,Yes,Master or equivalent,Female,Yes,Single,102,\N,2,0,52,Non-technology Related Job,200,KY,266,2,No,Yes,0.71,4324,617,1,2015,1 -18,157207,0.06,0.01,4251028205,4958,Yes,Master or equivalent,Female,Yes,Single,102,\N,2,0,52,Non-technology Related Job,200,KY,266,2,No,Yes,0.71,1504,501,1,2015,2 -48,18108,0.05,0.02,4251019020,4959,Yes,Master or equivalent,Female,Yes,Married,40,\N,3,6,71,Others,372,ME,463,17,No,No,0.17,6375,708,1,2015,1 -48,18108,0.05,0.02,4251019020,4959,Yes,Master or equivalent,Female,Yes,Married,40,\N,3,6,71,Others,372,ME,463,17,No,No,0.17,7811,781,1,2015,2 -64,16137,0.07,0.03,4251055462,4960,Yes,High School or below,Male,Yes,Single,47,\N,1,3,11,Non-technology Related Job,233,OK,466,127,No,No,0.38,3586,512,0,2015,1 -64,16137,0.07,0.03,4251055462,4960,Yes,High School or below,Male,Yes,Single,47,\N,1,3,11,Non-technology Related Job,233,OK,466,127,No,No,0.38,969,484,0,2015,2 -27,127037,0.05,0,4251052693,4961,Yes,High School or below,Female,No,Single,105,\N,3,1,30,Others,405,PA,163,142,No,No,0.84,2460,820,0,2015,1 -27,127037,0.05,0,4251052693,4961,Yes,High School or below,Female,No,Single,105,\N,3,1,30,Others,405,PA,163,142,No,No,0.84,4870,811,0,2015,2 -43,125066,0.07,0.01,4251039831,4962,Yes,High School or below,Female,Yes,Married,113,\N,1,6,70,Non-technology Related Job,265,CA,166,2,No,No,0.05,2588,862,0,2015,1 -43,125066,0.07,0.01,4251039831,4962,Yes,High School or below,Female,Yes,Married,113,\N,1,6,70,Non-technology Related Job,265,CA,166,2,No,No,0.05,3279,546,0,2015,2 -73,235967,0.05,0.02,4251038663,4963,Yes,High School or below,Male,Yes,Married,50,\N,2,4,89,Others,437,CO,363,17,No,No,0.5,4369,728,0,2015,1 -73,235967,0.05,0.02,4251038663,4963,Yes,High School or below,Male,Yes,Married,50,\N,2,4,89,Others,437,CO,363,17,No,No,0.5,2916,583,0,2015,2 -21,233996,0.07,0.03,4251099355,4964,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,1,1,29,Non-technology Related Job,298,MN,367,127,No,No,0.72,1412,706,0,2015,1 -21,233996,0.07,0.03,4251099355,4964,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,1,1,29,Non-technology Related Job,298,MN,367,127,No,No,0.72,4580,763,0,2015,2 -51,94896,0.05,0,4251089335,4965,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,2,7,48,Others,470,MO,64,142,No,No,0.17,1271,423,0,2015,1 -51,94896,0.05,0,4251089335,4965,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,2,7,48,Others,470,MO,64,142,No,No,0.17,4883,976,0,2015,2 -67,92925,0.07,0.01,4251062327,4966,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,1,4,88,Non-technology Related Job,330,TN,67,2,No,No,0.38,4472,745,0,2015,1 -67,92925,0.07,0.01,4251062327,4966,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,1,4,88,Non-technology Related Job,330,TN,67,2,No,No,0.38,4699,671,0,2015,2 -29,203825,0.06,0.02,4251062436,4967,Yes,Master or equivalent,Female,Yes,Single,61,\N,2,2,7,Others,3,UT,264,17,No,No,0.84,3861,643,1,2015,1 -29,203825,0.06,0.02,4251062436,4967,Yes,Master or equivalent,Female,Yes,Single,61,\N,2,2,7,Others,3,UT,264,17,No,No,0.84,3892,648,1,2015,2 -45,201854,0,0.03,4251052765,4968,Yes,High School or below,Female,Yes,Married,69,\N,0,7,47,Non-technology Related Job,363,HI,267,127,No,No,0.05,2716,679,0,2015,1 -45,201854,0,0.03,4251052765,4968,Yes,High School or below,Female,Yes,Married,69,\N,0,7,47,Non-technology Related Job,363,HI,267,127,No,No,0.05,5932,741,0,2015,2 -76,62755,0.06,0,4251044941,4969,Yes,High School or below,Male,Yes,Single,7,\N,2,5,65,Others,35,ID,464,142,No,No,0.51,1905,635,0,2015,1 -76,62755,0.06,0,4251044941,4969,Yes,High School or below,Male,Yes,Single,7,\N,2,5,65,Others,35,ID,464,142,No,No,0.51,4520,904,0,2015,2 -76,62755,0.06,0,4251044941,4969,Yes,High School or below,Male,Yes,Single,7,\N,2,5,65,Others,35,ID,464,142,No,No,0.51,1205,1205,0,2015,3 -24,60784,0,0.01,4251075324,4970,Yes,High School or below,Female,No,Married,14,\N,0,2,6,Non-technology Related Job,395,NH,468,2,No,No,0.72,4114,685,0,2015,1 -24,60784,0,0.01,4251075324,4970,Yes,High School or below,Female,No,Married,14,\N,0,2,6,Non-technology Related Job,395,NH,468,2,No,No,0.72,8260,917,0,2015,2 -54,171684,0.06,0.02,4251023181,4971,Yes,High School or below,Male,Yes,Married,72,\N,1,0,24,Others,68,NM,165,17,No,Yes,0.17,1945,486,0,2015,1 -54,171684,0.06,0.02,4251023181,4971,Yes,High School or below,Male,Yes,Married,72,\N,1,0,24,Others,68,NM,165,17,No,Yes,0.17,4424,632,0,2015,2 -70,169713,0,0.03,4251010702,4972,Yes,High School or below,Male,Yes,Single,80,\N,0,5,65,Non-technology Related Job,428,WV,168,127,No,No,0.38,7225,722,0,2015,1 -70,169713,0,0.03,4251010702,4972,Yes,High School or below,Male,Yes,Single,80,\N,0,5,65,Non-technology Related Job,428,WV,168,127,No,No,0.38,3038,759,0,2015,2 -32,30613,0.06,0,4251040330,4973,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,1,3,83,Others,100,WY,365,142,No,No,0.84,3160,1053,0,2015,1 -32,30613,0.06,0,4251040330,4973,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,1,3,83,Others,100,WY,365,142,No,No,0.84,3912,652,0,2015,2 -48,28642,0,0.01,4251064613,4974,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,0,1,24,Non-technology Related Job,460,KY,368,2,No,No,0.05,5931,741,0,2015,1 -48,28642,0,0.01,4251064613,4974,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,0,1,24,Non-technology Related Job,460,KY,368,2,No,No,0.05,3424,489,0,2015,2 -79,139543,0.07,0.02,4251056754,4975,Yes,Bachelor or equivalent,Male,No,Single,83,\N,1,6,42,Others,133,LA,65,17,No,No,0.51,6733,841,0,2015,1 -79,139543,0.07,0.02,4251056754,4975,Yes,Bachelor or equivalent,Male,No,Single,83,\N,1,6,42,Others,133,LA,65,17,No,No,0.51,851,425,0,2015,2 -26,137572,0.01,0.03,4251062991,4976,Yes,PhD or equivalent,Female,Yes,Married,90,\N,3,4,83,Non-technology Related Job,493,OH,69,127,Yes,No,0.72,2819,704,0,2015,1 -26,137572,0.01,0.03,4251062991,4976,Yes,PhD or equivalent,Female,Yes,Married,90,\N,3,4,83,Non-technology Related Job,493,OH,69,127,Yes,No,0.72,2886,962,0,2015,2 -57,248472,0.07,0.03,4251008834,4977,Yes,High School or below,Male,Yes,Married,28,\N,0,1,1,Others,165,OR,266,142,No,No,0.17,4722,787,0,2015,1 -57,248472,0.07,0.03,4251008834,4977,Yes,High School or below,Male,Yes,Married,28,\N,0,1,1,Others,165,OR,266,142,No,No,0.17,754,754,0,2015,2 -73,246501,0.01,0.01,4251078535,4978,Yes,High School or below,Male,Yes,Single,36,\N,3,7,42,Non-technology Related Job,26,AR,269,2,No,No,0.39,4648,664,1,2015,1 -73,246501,0.01,0.01,4251078535,4978,Yes,High School or below,Male,Yes,Single,36,\N,3,7,42,Non-technology Related Job,26,AR,269,2,No,No,0.39,5668,944,1,2015,2 -35,107402,0.07,0.01,4251030087,4979,Yes,High School or below,Female,Yes,Single,94,\N,0,4,60,Others,198,CO,466,17,No,No,0.84,2979,744,0,2015,1 -35,107402,0.07,0.01,4251030087,4979,Yes,High School or below,Female,Yes,Single,94,\N,0,4,60,Others,198,CO,466,17,No,No,0.84,3303,825,0,2015,2 -51,105431,0.01,0.03,4251072918,4980,Yes,High School or below,Female,Yes,Single,101,\N,3,2,1,Others,58,MN,469,127,No,Yes,0.05,2951,491,1,2015,1 -51,105431,0.01,0.03,4251072918,4980,Yes,High School or below,Female,Yes,Single,101,\N,3,2,1,Others,58,MN,469,127,No,Yes,0.05,5722,817,1,2015,2 -13,216331,0.07,0.03,4251064655,4981,Yes,High School or below,Male,Yes,Single,39,\N,0,7,19,Others,230,MS,166,142,No,No,0.51,5259,876,0,2015,1 -13,216331,0.07,0.03,4251064655,4981,Yes,High School or below,Male,Yes,Single,39,\N,0,7,19,Others,230,MS,166,142,No,No,0.51,2305,576,0,2015,2 -29,214360,0.01,0.01,4251012553,4982,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,2,5,60,Others,91,SD,169,2,No,No,0.72,4546,649,0,2015,1 -29,214360,0.01,0.01,4251012553,4982,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,2,5,60,Others,91,SD,169,2,No,No,0.72,5968,746,0,2015,2 -60,75260,0,0.01,4251015206,4983,Yes,Bachelor or equivalent,Male,Yes,Married,104,\N,0,2,78,Others,263,TX,366,17,No,No,0.18,1869,623,0,2015,1 -60,75260,0,0.01,4251015206,4983,Yes,Bachelor or equivalent,Male,Yes,Married,104,\N,0,2,78,Others,263,TX,366,17,No,No,0.18,3252,813,0,2015,2 -75,73289,0.02,0.03,4251086186,4984,Yes,Master or equivalent,Male,No,Single,112,\N,2,0,18,Others,123,GA,370,127,No,No,0.39,6065,866,0,2015,1 -75,73289,0.02,0.03,4251086186,4984,Yes,Master or equivalent,Male,No,Single,112,\N,2,0,18,Others,123,GA,370,127,No,No,0.39,4398,879,0,2015,2 -75,73289,0.02,0.03,4251086186,4984,Yes,Master or equivalent,Male,No,Single,112,\N,2,0,18,Others,123,GA,370,127,No,No,0.39,1048,1048,0,2015,3 -38,184190,0,0.03,4251023645,4985,Yes,PhD or equivalent,Female,Yes,Married,50,\N,3,6,37,Others,296,ID,67,142,No,No,0.84,4994,832,0,2015,1 -38,184190,0,0.03,4251023645,4985,Yes,PhD or equivalent,Female,Yes,Married,50,\N,3,6,37,Others,296,ID,67,142,No,No,0.84,3511,1170,0,2015,2 -54,182219,0.02,0.01,4251023793,4986,Yes,High School or below,Female,Yes,Single,57,\N,2,3,77,Others,156,NH,70,2,No,No,0.05,3132,626,0,2015,1 -54,182219,0.02,0.01,4251023793,4986,Yes,High School or below,Female,Yes,Single,57,\N,2,3,77,Others,156,NH,70,2,No,No,0.05,2282,760,0,2015,2 -16,43119,0,0.01,4251010683,4987,Yes,High School or below,Male,Yes,Single,115,\N,3,1,96,Others,328,NJ,267,17,No,No,0.51,3217,459,0,2015,1 -16,43119,0,0.01,4251010683,4987,Yes,High School or below,Male,Yes,Single,115,\N,3,1,96,Others,328,NJ,267,17,No,No,0.51,3731,746,0,2015,2 -32,41148,0.02,0.03,4251017620,4988,Yes,High School or below,Female,Yes,Married,3,\N,2,6,36,Others,188,WA,270,127,No,No,0.72,6770,967,1,2015,1 -32,41148,0.02,0.03,4251017620,4988,Yes,High School or below,Female,Yes,Married,3,\N,2,6,36,Others,188,WA,270,127,No,No,0.72,4740,790,1,2015,2 -62,152048,0,0.03,4251057860,4989,Yes,High School or below,Male,No,Married,61,\N,3,4,55,Others,361,WI,467,142,No,No,0.18,4553,650,0,2015,1 -62,152048,0,0.03,4251057860,4989,Yes,High School or below,Male,No,Married,61,\N,3,4,55,Others,361,WI,467,142,No,No,0.18,3638,606,0,2015,2 -78,150077,0.03,0.01,4251014218,4990,Yes,Bachelor or equivalent,Male,No,Married,68,\N,1,1,95,Others,221,KS,471,2,No,No,0.39,8149,905,0,2015,1 -78,150077,0.03,0.01,4251014218,4990,Yes,Bachelor or equivalent,Male,No,Married,68,\N,1,1,95,Others,221,KS,471,2,No,No,0.39,6596,824,0,2015,2 -41,10978,0.01,0.01,4251075326,4991,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,3,7,14,Others,393,LA,168,17,No,No,0.84,7169,896,0,2015,1 -41,10978,0.01,0.01,4251075326,4991,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,3,7,14,Others,393,LA,168,17,No,No,0.84,3198,639,0,2015,2 -57,9007,0.03,0.03,4251079697,4992,Yes,Master or equivalent,Male,Yes,Single,13,\N,1,4,54,Others,253,OH,171,127,No,No,0.06,3014,1004,0,2015,1 -57,9007,0.03,0.03,4251079697,4992,Yes,Master or equivalent,Male,Yes,Single,13,\N,1,4,54,Others,253,OH,171,127,No,No,0.06,943,314,0,2015,2 -19,119907,0.01,0.03,4251031078,4993,Yes,Master or equivalent,Female,Yes,Single,71,\N,2,2,73,Others,426,OK,368,142,Yes,Yes,0.51,1664,416,0,2015,1 -19,119907,0.01,0.03,4251031078,4993,Yes,Master or equivalent,Female,Yes,Single,71,\N,2,2,73,Others,426,OK,368,142,Yes,Yes,0.51,3118,623,0,2015,2 -35,117936,0.03,0.01,4251071923,4994,Yes,High School or below,Female,Yes,Married,79,\N,1,7,13,Others,286,AZ,371,2,No,No,0.72,5953,744,0,2015,1 -35,117936,0.03,0.01,4251071923,4994,Yes,High School or below,Female,Yes,Married,79,\N,1,7,13,Others,286,AZ,371,2,No,No,0.72,4501,900,0,2015,2 -65,228836,0.01,0.01,4251068941,4995,No,High School or below,Male,Yes,Single,17,\N,2,5,32,Others,458,CA,68,17,No,No,0.18,3236,539,0,2015,1 -65,228836,0.01,0.01,4251068941,4995,No,High School or below,Male,Yes,Single,17,\N,2,5,32,Others,458,CA,68,17,No,No,0.18,2546,636,0,2015,2 -13,226865,0.03,0.03,4251095070,4996,Yes,High School or below,Male,Yes,Married,24,\N,1,2,72,Others,319,MI,72,127,No,No,0.39,0,0,1,2015,1 -13,226865,0.03,0.03,4251095070,4996,Yes,High School or below,Male,Yes,Married,24,\N,1,2,72,Others,319,MI,72,127,No,No,0.39,6480,925,1,2015,2 -13,226865,0.03,0.03,4251095070,4996,Yes,High School or below,Male,Yes,Married,24,\N,1,2,72,Others,319,MI,72,127,No,No,0.39,1052,1052,1,2015,3 -43,87766,0.01,0.03,4251081366,4997,Yes,High School or below,Female,Yes,Married,82,\N,2,0,91,Others,491,MS,269,142,No,No,0.85,2608,652,0,2015,1 -43,87766,0.01,0.03,4251081366,4997,Yes,High School or below,Female,Yes,Married,82,\N,2,0,91,Others,491,MS,269,142,No,No,0.85,136,136,0,2015,2 -59,85795,0.04,0.01,4251054986,4998,Yes,Bachelor or equivalent,Male,No,Single,90,\N,0,5,31,Others,351,SD,272,2,No,No,0.06,3245,649,0,2015,1 -59,85795,0.04,0.01,4251054986,4998,Yes,Bachelor or equivalent,Male,No,Single,90,\N,0,5,31,Others,351,SD,272,2,No,No,0.06,6241,780,0,2015,2 -22,196695,0.02,0.01,4251085714,4999,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,1,3,49,Others,23,TX,469,17,No,No,0.51,4554,1138,0,2015,1 -22,196695,0.02,0.01,4251085714,4999,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,1,3,49,Others,23,TX,469,17,No,No,0.51,1397,349,0,2015,2 -38,194724,0.04,0.03,4251089753,5000,Yes,Master or equivalent,Female,Yes,Single,35,\N,0,0,90,Others,384,FL,472,127,No,No,0.72,8346,758,0,2015,1 -38,194724,0.04,0.03,4251089753,5000,Yes,Master or equivalent,Female,Yes,Single,35,\N,0,0,90,Others,384,FL,472,127,No,No,0.72,7485,935,0,2015,2 -68,55625,0.02,0.03,4251089538,5001,Yes,Master or equivalent,Male,Yes,Single,93,\N,1,6,8,Others,56,HI,169,142,No,No,0.18,3172,1057,0,2015,1 -68,55625,0.02,0.03,4251089538,5001,Yes,Master or equivalent,Male,Yes,Single,93,\N,1,6,8,Others,56,HI,169,142,No,No,0.18,1158,579,0,2015,2 -68,55625,0.02,0.03,4251089538,5001,Yes,Master or equivalent,Male,Yes,Single,93,\N,1,6,8,Others,56,HI,169,142,No,No,0.18,524,524,0,2015,3 -16,53654,0.04,0.01,4251030757,5002,Yes,High School or below,Male,Yes,Married,100,\N,0,4,49,Others,416,NV,173,2,No,Yes,0.39,1347,449,0,2015,1 -16,53654,0.04,0.01,4251030757,5002,Yes,High School or below,Male,Yes,Married,100,\N,0,4,49,Others,416,NV,173,2,No,Yes,0.39,3660,915,0,2015,2 -46,164554,0.02,0.01,4251021339,5003,Yes,High School or below,Female,No,Married,38,\N,1,1,67,Others,89,NJ,369,17,No,No,0.85,3992,665,0,2015,1 -46,164554,0.02,0.01,4251021339,5003,Yes,High School or below,Female,No,Married,38,\N,1,1,67,Others,89,NJ,369,17,No,No,0.85,3426,856,0,2015,2 -62,162583,0.04,0.03,4251050003,5004,Yes,High School or below,Male,No,Single,46,\N,3,7,8,Others,449,WA,373,127,No,No,0.06,1106,1106,0,2015,1 -62,162583,0.04,0.03,4251050003,5004,Yes,High School or below,Male,No,Single,46,\N,3,7,8,Others,449,WA,373,127,No,No,0.06,4646,929,0,2015,2 -25,23483,0.03,0.03,4251016071,5005,Yes,High School or below,Female,Yes,Married,104,\N,1,4,26,Others,121,WI,70,142,No,No,0.51,1646,548,0,2015,2 -40,21512,0.05,0.01,4251095763,5006,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,3,2,67,Others,481,IA,73,2,No,No,0.72,3611,601,0,2015,1 -40,21512,0.05,0.01,4251095763,5006,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,3,2,67,Others,481,IA,73,2,No,No,0.72,3530,588,0,2015,2 -71,132413,0.03,0.01,4251071257,5007,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,7,85,Others,154,KY,270,17,No,No,0.18,5697,712,0,2015,1 -71,132413,0.03,0.01,4251071257,5007,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,7,85,Others,154,KY,270,17,No,No,0.18,3117,1039,0,2015,2 -19,130442,0.05,0.03,4251059088,5008,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,3,5,26,Others,14,ND,273,127,No,No,0.39,6492,721,0,2015,1 -19,130442,0.05,0.03,4251059088,5008,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,3,5,26,Others,14,ND,273,127,No,No,0.39,3155,788,0,2015,2 -49,241342,0.03,0.03,4251092945,5009,Yes,Master or equivalent,Female,No,Married,114,\N,0,2,44,Others,186,OK,470,142,No,No,0.85,4321,864,0,2015,1 -49,241342,0.03,0.03,4251092945,5009,Yes,Master or equivalent,Female,No,Married,114,\N,0,2,44,Others,186,OK,470,142,No,No,0.85,3844,961,0,2015,2 -65,239371,0.05,0.01,4251028218,5010,Yes,PhD or equivalent,Male,Yes,Married,2,\N,3,0,85,Others,46,AZ,474,2,No,No,0.06,3855,771,0,2015,1 -65,239371,0.05,0.01,4251028218,5010,Yes,PhD or equivalent,Male,Yes,Married,2,\N,3,0,85,Others,46,AZ,474,2,No,No,0.06,5439,906,0,2015,2 -65,239371,0.05,0.01,4251028218,5010,Yes,PhD or equivalent,Male,Yes,Married,2,\N,3,0,85,Others,46,AZ,474,2,No,No,0.06,1063,1063,0,2015,3 -27,100271,0.03,0.01,4251042080,5011,Yes,High School or below,Female,Yes,Married,60,\N,0,5,3,Others,219,CA,171,17,No,No,0.52,4504,750,0,2015,1 -27,100271,0.03,0.01,4251042080,5011,Yes,High School or below,Female,Yes,Married,60,\N,0,5,3,Others,219,CA,171,17,No,No,0.52,3102,775,0,2015,2 -43,98300,0.05,0.03,4251067557,5012,Yes,High School or below,Female,Yes,Single,67,\N,2,3,43,Others,79,MA,174,127,No,No,0.73,2337,584,0,2015,1 -43,98300,0.05,0.03,4251067557,5012,Yes,High School or below,Female,Yes,Single,67,\N,2,3,43,Others,79,MA,174,127,No,No,0.73,2406,802,0,2015,2 -74,209201,0.04,0.03,4251043922,5013,Yes,High School or below,Male,Yes,Single,5,\N,0,1,62,Others,251,MN,371,142,No,No,0.18,2098,524,0,2015,1 -74,209201,0.04,0.03,4251043922,5013,Yes,High School or below,Male,Yes,Single,5,\N,0,1,62,Others,251,MN,371,142,No,No,0.18,542,542,0,2015,2 -21,207230,0.06,0.01,4251014675,5014,Yes,High School or below,Male,Yes,Married,13,\N,2,6,2,Others,112,SC,374,2,No,No,0.39,1225,1225,1,2015,1 -21,207230,0.06,0.01,4251014675,5014,Yes,High School or below,Male,Yes,Married,13,\N,2,6,2,Others,112,SC,374,2,No,No,0.39,4489,897,1,2015,2 -52,68130,0.04,0.01,4251016567,5015,Yes,Bachelor or equivalent,Female,Yes,Single,71,\N,3,4,21,Others,284,TN,71,17,Yes,Yes,0.85,2854,713,0,2015,1 -52,68130,0.04,0.01,4251016567,5015,Yes,Bachelor or equivalent,Female,Yes,Single,71,\N,3,4,21,Others,284,TN,71,17,Yes,Yes,0.85,755,755,0,2015,2 -68,66159,0.06,0.03,4251073801,5016,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,2,1,61,Others,144,FL,75,126,No,No,0.06,2191,547,0,2015,1 -68,66159,0.06,0.03,4251073801,5016,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,2,1,61,Others,144,FL,75,126,No,No,0.06,5412,773,0,2015,2 -30,177060,0.04,0.03,4251044883,5017,Yes,Bachelor or equivalent,Female,No,Married,16,\N,3,7,80,Others,316,HI,272,141,No,No,0.52,3802,422,0,2015,1 -30,177060,0.04,0.03,4251044883,5017,Yes,Bachelor or equivalent,Female,No,Married,16,\N,3,7,80,Others,316,HI,272,141,No,No,0.52,1464,366,0,2015,2 -46,175089,0.06,0.01,4251046518,5018,Yes,Master or equivalent,Female,No,Single,23,\N,1,4,20,Others,177,NE,275,1,No,No,0.73,3446,861,0,2015,1 -46,175089,0.06,0.01,4251046518,5018,Yes,Master or equivalent,Female,No,Single,23,\N,1,4,20,Others,177,NE,275,1,No,No,0.73,3403,680,0,2015,2 -76,35989,0.04,0.01,4251023978,5019,Yes,PhD or equivalent,Male,Yes,Single,81,\N,3,2,39,Others,349,NH,472,16,No,No,0.18,1929,482,0,2015,1 -76,35989,0.04,0.01,4251023978,5019,Yes,PhD or equivalent,Male,Yes,Single,81,\N,3,2,39,Others,349,NH,472,16,No,No,0.18,5017,1003,0,2015,2 -24,34018,0.06,0.03,4251056101,5020,Yes,High School or below,Female,Yes,Single,89,\N,1,7,79,Others,209,VA,475,126,No,No,0.39,3149,629,0,2015,1 -24,34018,0.06,0.03,4251056101,5020,Yes,High School or below,Female,Yes,Single,89,\N,1,7,79,Others,209,VA,475,126,No,No,0.39,7754,861,0,2015,2 -55,144918,0.05,0.03,4251035855,5021,Yes,High School or below,Female,Yes,Single,27,\N,2,5,98,Others,382,WV,172,141,No,No,0.85,1717,858,0,2015,1 -55,144918,0.05,0.03,4251035855,5021,Yes,High School or below,Female,Yes,Single,27,\N,2,5,98,Others,382,WV,172,141,No,No,0.85,2949,368,0,2015,2 -71,142947,0.07,0.01,4251089072,5022,Yes,High School or below,Male,Yes,Married,34,\N,1,2,38,Others,242,IA,176,1,No,No,0.06,2396,479,0,2015,1 -71,142947,0.07,0.01,4251089072,5022,Yes,High School or below,Male,Yes,Married,34,\N,1,2,38,Others,242,IA,176,1,No,No,0.06,3466,693,0,2015,2 -33,3848,0.05,0.01,4251075163,5023,Yes,High School or below,Female,No,Married,92,\N,2,0,57,Others,414,KY,373,16,No,No,0.52,3721,744,0,2015,1 -33,3848,0.05,0.01,4251075163,5023,Yes,High School or below,Female,No,Married,92,\N,2,0,57,Others,414,KY,373,16,No,No,0.52,3823,637,0,2015,2 -49,1877,0.07,0.03,4251010373,5024,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,1,5,97,Others,274,NC,376,126,No,Yes,0.73,9117,828,0,2015,1 -49,1877,0.07,0.03,4251010373,5024,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,1,5,97,Others,274,NC,376,126,No,Yes,0.73,3759,939,0,2015,2 -79,112777,0.05,0.03,4251080667,5025,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,2,3,16,Others,447,OH,73,141,No,No,0.18,3960,792,0,2015,1 -79,112777,0.05,0.03,4251080667,5025,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,2,3,16,Others,447,OH,73,141,No,No,0.18,3560,712,0,2015,2 -27,110806,0.07,0.01,4251097774,5026,Yes,Master or equivalent,Female,Yes,Single,45,\N,0,0,56,Others,307,AK,76,1,No,No,0.4,3456,864,0,2015,1 -27,110806,0.07,0.01,4251097774,5026,Yes,Master or equivalent,Female,Yes,Single,45,\N,0,0,56,Others,307,AK,76,1,No,No,0.4,924,308,0,2015,2 -57,221706,0.05,0.01,4251051679,5027,Yes,Master or equivalent,Male,Yes,Single,103,\N,2,6,74,Others,479,AR,273,16,No,No,0.85,1358,679,0,2015,1 -57,221706,0.05,0.01,4251051679,5027,Yes,Master or equivalent,Male,Yes,Single,103,\N,2,6,74,Others,479,AR,273,16,No,No,0.85,1953,390,0,2015,2 -73,219735,0.07,0.03,4251032470,5028,Yes,High School or below,Male,Yes,Married,110,\N,0,3,15,Others,339,MA,277,126,No,No,0.06,864,432,0,2015,1 -73,219735,0.07,0.03,4251032470,5028,Yes,High School or below,Male,Yes,Married,110,\N,0,3,15,Others,339,MA,277,126,No,No,0.06,1565,782,0,2015,2 -36,80636,0.06,0.03,4251086406,5029,Yes,High School or below,Female,Yes,Married,48,\N,1,1,33,Others,12,MN,473,141,No,No,0.52,4028,503,0,2015,1 -52,78665,0,0.01,4251094776,5030,Yes,High School or below,Female,Yes,Married,56,\N,0,7,74,Others,372,RI,477,1,No,No,0.73,5010,501,0,2015,1 -52,78665,0,0.01,4251094776,5030,Yes,High School or below,Female,Yes,Married,56,\N,0,7,74,Others,372,RI,477,1,No,No,0.73,4371,874,0,2015,2 -14,189565,0.06,0.01,4251028870,5031,Yes,High School or below,Male,Yes,Married,114,\N,1,4,92,Technology Related Job,44,SD,174,16,No,No,0.19,3319,553,0,2015,1 -14,189565,0.06,0.01,4251028870,5031,Yes,High School or below,Male,Yes,Married,114,\N,1,4,92,Technology Related Job,44,SD,174,16,No,No,0.19,1394,464,0,2015,2 -30,187594,0,0.03,4251022549,5032,Yes,Bachelor or equivalent,Female,No,Single,1,\N,0,2,33,Others,405,DE,177,126,No,No,0.4,609,304,0,2015,1 -30,187594,0,0.03,4251022549,5032,Yes,Bachelor or equivalent,Female,No,Single,1,\N,0,2,33,Others,405,DE,177,126,No,No,0.4,2366,788,0,2015,2 -30,187594,0,0.03,4251022549,5032,Yes,Bachelor or equivalent,Female,No,Single,1,\N,0,2,33,Others,405,DE,177,126,No,No,0.4,488,488,0,2015,3 -60,48494,0.06,0.03,4251083753,5033,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,1,7,51,Technology Related Job,77,GA,374,141,No,No,0.85,5165,573,0,2015,2 -60,48494,0.06,0.03,4251083753,5033,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,1,7,51,Technology Related Job,77,GA,374,141,No,No,0.85,897,897,0,2015,3 -76,46523,0,0.01,4251033447,5034,Yes,Master or equivalent,Male,Yes,Married,66,\N,3,5,92,Others,437,NE,377,1,No,No,0.06,3888,555,0,2015,1 -76,46523,0,0.01,4251033447,5034,Yes,Master or equivalent,Male,Yes,Married,66,\N,3,5,92,Others,437,NE,377,1,No,No,0.06,2905,581,0,2015,2 -38,157424,0.06,0.01,4251071705,5035,Yes,Master or equivalent,Female,Yes,Married,4,\N,1,2,10,Technology Related Job,109,NH,74,16,No,No,0.52,1135,567,0,2015,1 -38,157424,0.06,0.01,4251071705,5035,Yes,Master or equivalent,Female,Yes,Married,4,\N,1,2,10,Technology Related Job,109,NH,74,16,No,No,0.52,2469,823,0,2015,2 -54,155453,0,0.03,4251020182,5036,Yes,High School or below,Female,Yes,Married,12,\N,3,0,51,Others,470,VA,78,126,No,No,0.73,1641,820,0,2015,1 -54,155453,0,0.03,4251020182,5036,Yes,High School or below,Female,Yes,Married,12,\N,3,0,51,Others,470,VA,78,126,No,No,0.73,9079,756,0,2015,2 -17,16353,0.07,0.03,4251073027,5037,Yes,High School or below,Male,No,Married,70,\N,0,5,69,Technology Related Job,142,WA,275,141,No,Yes,0.19,1366,341,0,2015,2 -33,14382,0.01,0.01,4251044951,5038,Yes,High School or below,Female,Yes,Single,77,\N,3,3,10,Others,2,IN,278,1,No,No,0.4,1415,471,0,2015,1 -33,14382,0.01,0.01,4251044951,5038,Yes,High School or below,Female,Yes,Single,77,\N,3,3,10,Others,2,IN,278,1,No,No,0.4,8288,920,0,2015,2 -33,14382,0.01,0.01,4251044951,5038,Yes,High School or below,Female,Yes,Single,77,\N,3,3,10,Others,2,IN,278,1,No,No,0.4,306,306,0,2015,3 -63,125283,0.07,0.01,4251044221,5039,Yes,High School or below,Male,Yes,Single,15,\N,0,0,28,Technology Related Job,175,KS,475,16,No,No,0.85,8468,769,0,2015,1 -63,125283,0.07,0.01,4251044221,5039,Yes,High School or below,Male,Yes,Single,15,\N,0,0,28,Technology Related Job,175,KS,475,16,No,No,0.85,2760,552,0,2015,2 -79,123312,0.01,0.03,4251061447,5040,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,2,6,68,Others,35,NC,478,126,Yes,No,0.07,4533,755,0,2015,1 -79,123312,0.01,0.03,4251061447,5040,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,2,6,68,Others,35,NC,478,126,Yes,No,0.07,1229,1229,0,2015,2 -41,234212,0.07,0.03,4251059064,5041,No,Bachelor or equivalent,Female,Yes,Single,81,\N,0,4,87,Technology Related Job,207,OH,175,141,No,No,0.52,2144,357,0,2015,1 -41,234212,0.07,0.03,4251059064,5041,No,Bachelor or equivalent,Female,Yes,Single,81,\N,0,4,87,Technology Related Job,207,OH,175,141,No,No,0.52,1809,603,0,2015,2 -57,232241,0.01,0.01,4251089385,5042,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,2,1,27,Others,67,AK,179,1,No,No,0.73,1722,861,0,2015,1 -57,232241,0.01,0.01,4251089385,5042,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,2,1,27,Others,67,AK,179,1,No,No,0.73,5628,938,0,2015,2 -20,93141,0.07,0.01,4251024576,5043,Yes,Master or equivalent,Male,Yes,Married,26,\N,3,7,46,Technology Related Job,240,AZ,376,16,No,No,0.19,3419,683,0,2015,1 -20,93141,0.07,0.01,4251024576,5043,Yes,Master or equivalent,Male,Yes,Married,26,\N,3,7,46,Technology Related Job,240,AZ,376,16,No,No,0.19,2115,705,0,2015,2 -35,91170,0.01,0.03,4251038736,5044,Yes,High School or below,Female,Yes,Single,33,\N,2,4,86,Others,100,MD,379,126,No,No,0.4,1809,603,0,2015,1 -35,91170,0.01,0.03,4251038736,5044,Yes,High School or below,Female,Yes,Single,33,\N,2,4,86,Others,100,MD,379,126,No,No,0.4,2748,687,0,2015,2 -35,91170,0.01,0.03,4251038736,5044,Yes,High School or below,Female,Yes,Single,33,\N,2,4,86,Others,100,MD,379,126,No,No,0.4,162,162,0,2015,3 -66,202071,0,0.03,4251063976,5045,Yes,High School or below,Male,Yes,Single,91,\N,3,2,5,Technology Related Job,272,MI,76,141,No,No,0.86,2930,732,0,2015,1 -66,202071,0,0.03,4251063976,5045,Yes,High School or below,Male,Yes,Single,91,\N,3,2,5,Technology Related Job,272,MI,76,141,No,No,0.86,3586,597,0,2015,2 -14,200100,0.02,0.01,4251064388,5046,Yes,High School or below,Male,No,Single,99,\N,2,7,45,Others,132,RI,79,1,No,Yes,0.07,3767,538,0,2015,1 -14,200100,0.02,0.01,4251064388,5046,Yes,High School or below,Male,No,Single,99,\N,2,7,45,Others,132,RI,79,1,No,Yes,0.07,2951,983,0,2015,2 -44,61000,0,0.01,4251070359,5047,Yes,High School or below,Female,Yes,Single,37,\N,3,5,64,Technology Related Job,305,SD,276,16,No,No,0.52,707,707,1,2015,1 -44,61000,0,0.01,4251070359,5047,Yes,High School or below,Female,Yes,Single,37,\N,3,5,64,Technology Related Job,305,SD,276,16,No,No,0.52,4286,1071,1,2015,2 -60,59029,0.02,0.03,4251035384,5048,Yes,High School or below,Female,Yes,Married,44,\N,1,2,4,Others,165,DE,280,126,No,No,0.73,4710,785,0,2015,1 -60,59029,0.02,0.03,4251035384,5048,Yes,High School or below,Female,Yes,Married,44,\N,1,2,4,Others,165,DE,280,126,No,No,0.73,5583,797,0,2015,2 -22,169929,0,0.03,4251059999,5049,Yes,Bachelor or equivalent,Male,Yes,Married,102,\N,3,0,23,Technology Related Job,337,FL,477,141,No,No,0.19,4794,799,0,2015,1 -22,169929,0,0.03,4251059999,5049,Yes,Bachelor or equivalent,Male,Yes,Married,102,\N,3,0,23,Technology Related Job,337,FL,477,141,No,No,0.19,976,488,0,2015,2 -38,167958,0.02,0.01,4251076587,5050,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,1,5,63,Others,198,MT,480,1,No,No,0.4,3492,582,0,2015,1 -38,167958,0.02,0.01,4251076587,5050,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,1,5,63,Others,198,MT,480,1,No,No,0.4,2739,684,0,2015,2 -69,28859,0,0.01,4251033032,5051,Yes,Bachelor or equivalent,Male,No,Married,47,\N,2,3,82,Technology Related Job,370,NV,177,16,No,No,0.86,406,203,0,2015,1 -69,28859,0,0.01,4251033032,5051,Yes,Bachelor or equivalent,Male,No,Married,47,\N,2,3,82,Technology Related Job,370,NV,177,16,No,No,0.86,2814,562,0,2015,2 -16,26888,0.02,0.03,4251079459,5052,Yes,PhD or equivalent,Male,Yes,Single,55,\N,1,0,22,Others,230,VT,180,126,No,No,0.07,3726,745,0,2015,1 -16,26888,0.02,0.03,4251079459,5052,Yes,PhD or equivalent,Male,Yes,Single,55,\N,1,0,22,Others,230,VT,180,126,No,No,0.07,2688,896,0,2015,2 -16,26888,0.02,0.03,4251079459,5052,Yes,PhD or equivalent,Male,Yes,Single,55,\N,1,0,22,Others,230,VT,180,126,No,No,0.07,889,889,0,2015,3 -47,137788,0.01,0.03,4251099783,5053,Yes,High School or below,Female,Yes,Single,113,\N,2,6,41,Technology Related Job,402,WA,377,141,No,No,0.52,2791,697,0,2015,1 -47,137788,0.01,0.03,4251099783,5053,Yes,High School or below,Female,Yes,Single,113,\N,2,6,41,Technology Related Job,402,WA,377,141,No,No,0.52,4075,1018,0,2015,2 -63,135817,0.03,0.01,4251039051,5054,Yes,High School or below,Male,Yes,Married,0,\N,1,3,81,Others,263,IN,380,1,No,No,0.73,8369,836,0,2015,1 -63,135817,0.03,0.01,4251039051,5054,Yes,High School or below,Male,Yes,Married,0,\N,1,3,81,Others,263,IN,380,1,No,No,0.73,2761,690,0,2015,2 -25,246718,0.01,0.01,4251045313,5055,Yes,High School or below,Female,Yes,Married,58,\N,2,1,0,Technology Related Job,435,IA,77,16,No,No,0.19,3171,792,0,2015,1 -25,246718,0.01,0.01,4251045313,5055,Yes,High School or below,Female,Yes,Married,58,\N,2,1,0,Technology Related Job,435,IA,77,16,No,No,0.19,3711,618,0,2015,2 -41,244746,0.03,0.03,4251025710,5056,Yes,High School or below,Female,Yes,Married,66,\N,0,6,40,Others,295,NY,81,126,No,No,0.4,4406,734,0,2015,1 -41,244746,0.03,0.03,4251025710,5056,Yes,High School or below,Female,Yes,Married,66,\N,0,6,40,Others,295,NY,81,126,No,No,0.4,1873,624,0,2015,2 -71,105647,0.01,0.03,4251054934,5057,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,2,4,58,Technology Related Job,468,ND,278,141,Yes,No,0.86,6073,867,0,2015,1 -71,105647,0.01,0.03,4251054934,5057,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,2,4,58,Technology Related Job,468,ND,278,141,Yes,No,0.86,2166,433,0,2015,2 -19,103676,0.03,0.01,4251100373,5058,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,0,2,99,Others,328,AL,281,1,No,No,0.07,2274,568,0,2015,1 -19,103676,0.03,0.01,4251100373,5058,Yes,Bachelor or equivalent,Male,Yes,Single,11,\N,0,2,99,Others,328,AL,281,1,No,No,0.07,3904,976,0,2015,2 -50,214576,0.01,0.01,4251096152,5059,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,1,7,17,Technology Related Job,0,AZ,478,16,No,Yes,0.53,2263,754,0,2015,1 -50,214576,0.01,0.01,4251096152,5059,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,1,7,17,Technology Related Job,0,AZ,478,16,No,Yes,0.53,2891,481,0,2015,2 -50,214576,0.01,0.01,4251096152,5059,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,1,7,17,Technology Related Job,0,AZ,478,16,No,Yes,0.53,1352,1352,0,2015,3 -66,212605,0.03,0.03,4251063508,5060,Yes,Master or equivalent,Male,No,Married,76,\N,0,5,58,Others,360,MD,481,126,No,No,0.74,6244,780,0,2015,1 -66,212605,0.03,0.03,4251063508,5060,Yes,Master or equivalent,Male,No,Married,76,\N,0,5,58,Others,360,MD,481,126,No,No,0.74,3975,993,0,2015,2 -28,73506,0.02,0.03,4251042409,5061,Yes,PhD or equivalent,Female,Yes,Single,14,\N,1,2,76,Technology Related Job,33,MA,178,141,No,No,0.19,1851,617,0,2015,1 -28,73506,0.02,0.03,4251042409,5061,Yes,PhD or equivalent,Female,Yes,Single,14,\N,1,2,76,Technology Related Job,33,MA,178,141,No,No,0.19,5047,560,0,2015,2 -44,71535,0.04,0,4251020334,5062,Yes,High School or below,Female,Yes,Married,22,\N,3,0,17,Others,393,PA,182,1,No,No,0.4,5731,716,0,2015,1 -44,71535,0.04,0,4251020334,5062,Yes,High School or below,Female,Yes,Married,22,\N,3,0,17,Others,393,PA,182,1,No,No,0.4,2396,798,0,2015,2 -74,182435,0.02,0.01,4251089501,5063,Yes,High School or below,Male,Yes,Married,80,\N,1,5,35,Technology Related Job,65,SC,379,16,No,No,0.86,1265,421,0,2015,1 -74,182435,0.02,0.01,4251089501,5063,Yes,High School or below,Male,Yes,Married,80,\N,1,5,35,Technology Related Job,65,SC,379,16,No,No,0.86,1889,944,0,2015,2 -22,180464,0.04,0.02,4251020641,5064,Yes,High School or below,Male,Yes,Single,87,\N,3,3,76,Others,425,CT,382,126,No,No,0.07,3535,589,0,2015,1 -22,180464,0.04,0.02,4251020641,5064,Yes,High School or below,Male,Yes,Single,87,\N,3,3,76,Others,425,CT,382,126,No,No,0.07,5688,711,0,2015,2 -52,41364,0.02,0.03,4251021453,5065,Yes,High School or below,Female,No,Single,25,\N,0,0,94,Technology Related Job,98,FL,79,141,No,No,0.53,9353,1039,0,2015,1 -52,41364,0.02,0.03,4251021453,5065,Yes,High School or below,Female,No,Single,25,\N,0,0,94,Technology Related Job,98,FL,79,141,No,No,0.53,5762,720,0,2015,2 -68,39393,0.04,0,4251059762,5066,Yes,Bachelor or equivalent,Male,No,Single,33,\N,3,6,35,Others,458,MT,82,1,No,No,0.74,3333,666,1,2015,1 -68,39393,0.04,0,4251059762,5066,Yes,Bachelor or equivalent,Male,No,Single,33,\N,3,6,35,Others,458,MT,82,1,No,No,0.74,2547,849,1,2015,2 -31,150294,0.02,0.01,4251068608,5067,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,0,3,53,Technology Related Job,130,NE,279,16,No,No,0.19,2313,771,0,2015,1 -31,150294,0.02,0.01,4251068608,5067,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,0,3,53,Technology Related Job,130,NE,279,16,No,No,0.19,6265,626,0,2015,2 -47,148323,0.04,0.02,4251028165,5068,Yes,Master or equivalent,Female,Yes,Married,98,\N,3,1,94,Others,491,UT,283,126,No,Yes,0.4,5376,672,0,2015,1 -47,148323,0.04,0.02,4251028165,5068,Yes,Master or equivalent,Female,Yes,Married,98,\N,3,1,94,Others,491,UT,283,126,No,Yes,0.4,4164,832,0,2015,2 -47,148323,0.04,0.02,4251028165,5068,Yes,Master or equivalent,Female,Yes,Married,98,\N,3,1,94,Others,491,UT,283,126,No,Yes,0.4,696,696,0,2015,3 -77,9223,0.03,0.03,4251015298,5069,Yes,Master or equivalent,Male,Yes,Married,36,\N,0,6,12,Technology Related Job,163,VA,480,141,No,No,0.86,4487,641,0,2015,1 -77,9223,0.03,0.03,4251015298,5069,Yes,Master or equivalent,Male,Yes,Married,36,\N,0,6,12,Technology Related Job,163,VA,480,141,No,No,0.86,4918,819,0,2015,2 -25,7252,0.05,0,4251088225,5070,Yes,High School or below,Male,Yes,Single,43,\N,2,4,52,Others,23,IL,483,1,No,No,0.07,3416,683,0,2015,1 -25,7252,0.05,0,4251088225,5070,Yes,High School or below,Male,Yes,Single,43,\N,2,4,52,Others,23,IL,483,1,No,No,0.07,6405,711,0,2015,2 -55,118152,0.03,0.01,4251056741,5071,Yes,High School or below,Female,Yes,Married,101,\N,0,2,71,Technology Related Job,195,IA,180,16,No,No,0.53,4553,569,0,2015,1 -55,118152,0.03,0.01,4251056741,5071,Yes,High School or below,Female,Yes,Married,101,\N,0,2,71,Technology Related Job,195,IA,180,16,No,No,0.53,4498,642,0,2015,2 -71,116181,0.05,0.02,4251076641,5072,Yes,High School or below,Male,Yes,Single,109,\N,2,7,11,Others,56,NY,183,126,No,No,0.74,4244,606,0,2015,1 -71,116181,0.05,0.02,4251076641,5072,Yes,High School or below,Male,Yes,Single,109,\N,2,7,11,Others,56,NY,183,126,No,No,0.74,2926,975,0,2015,2 -34,227082,0.03,0.03,4251079546,5073,Yes,High School or below,Female,Yes,Single,47,\N,3,5,30,Technology Related Job,228,NC,380,141,No,No,0.19,5016,836,0,2015,1 -34,227082,0.03,0.03,4251079546,5073,Yes,High School or below,Female,Yes,Single,47,\N,3,5,30,Technology Related Job,228,NC,380,141,No,No,0.19,1734,289,0,2015,2 -34,227082,0.03,0.03,4251079546,5073,Yes,High School or below,Female,Yes,Single,47,\N,3,5,30,Technology Related Job,228,NC,380,141,No,No,0.19,516,516,0,2015,3 -49,225111,0.05,0,4251091955,5074,Yes,Bachelor or equivalent,Female,No,Married,54,\N,2,2,70,Others,88,WY,384,1,No,No,0.41,8755,1094,0,2015,1 -49,225111,0.05,0,4251091955,5074,Yes,Bachelor or equivalent,Female,No,Married,54,\N,2,2,70,Others,88,WY,384,1,No,No,0.41,1407,703,0,2015,2 -12,86011,0.03,0.01,4251015644,5075,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,3,0,89,Technology Related Job,261,AK,80,16,No,No,0.86,7069,785,0,2015,1 -12,86011,0.03,0.01,4251015644,5075,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,3,0,89,Technology Related Job,261,AK,80,16,No,No,0.86,8489,1061,0,2015,2 -28,84040,0.05,0.02,4251041398,5076,Yes,Master or equivalent,Male,Yes,Married,0,\N,2,5,29,Others,121,ME,84,126,No,No,0.07,156,156,0,2015,1 -28,84040,0.05,0.02,4251041398,5076,Yes,Master or equivalent,Male,Yes,Married,0,\N,2,5,29,Others,121,ME,84,126,No,No,0.07,2096,524,0,2015,2 -58,194941,0.04,0.03,4251030019,5077,Yes,Master or equivalent,Female,Yes,Married,57,\N,3,3,48,Technology Related Job,293,MA,281,141,No,No,0.53,4870,1217,0,2015,1 -58,194941,0.04,0.03,4251030019,5077,Yes,Master or equivalent,Female,Yes,Married,57,\N,3,3,48,Technology Related Job,293,MA,281,141,No,No,0.53,4623,770,0,2015,2 -74,192970,0.06,0,4251042377,5078,Yes,High School or below,Male,Yes,Single,65,\N,1,0,88,Others,153,PA,284,1,No,No,0.74,5513,787,0,2015,1 -74,192970,0.06,0,4251042377,5078,Yes,High School or below,Male,Yes,Single,65,\N,1,0,88,Others,153,PA,284,1,No,No,0.74,1740,435,0,2015,2 -36,53870,0.04,0.01,4251088900,5079,Yes,High School or below,Female,No,Single,3,\N,2,6,7,Technology Related Job,326,SC,481,16,No,No,0.2,1496,498,0,2015,1 -36,53870,0.04,0.01,4251088900,5079,Yes,High School or below,Female,No,Single,3,\N,2,6,7,Technology Related Job,326,SC,481,16,No,No,0.2,3545,709,0,2015,2 -52,51899,0.06,0.02,4251089081,5080,Yes,High School or below,Female,No,Married,10,\N,1,3,47,Others,186,CO,484,126,No,No,0.41,3229,807,0,2015,1 -52,51899,0.06,0.02,4251089081,5080,Yes,High School or below,Female,No,Married,10,\N,1,3,47,Others,186,CO,484,126,No,No,0.41,4586,1146,0,2015,2 -15,162799,0.04,0.03,4251098912,5081,Yes,High School or below,Male,Yes,Single,68,\N,2,1,66,Technology Related Job,358,DE,181,141,No,Yes,0.86,2361,472,0,2015,1 -15,162799,0.04,0.03,4251098912,5081,Yes,High School or below,Male,Yes,Single,68,\N,2,1,66,Technology Related Job,358,DE,181,141,No,Yes,0.86,4813,601,0,2015,2 -30,160828,0.06,0,4251075316,5082,Yes,Bachelor or equivalent,Female,Yes,Married,76,\N,1,6,6,Others,218,MO,185,1,No,No,0.07,5302,757,0,2015,1 -30,160828,0.06,0,4251075316,5082,Yes,Bachelor or equivalent,Female,Yes,Married,76,\N,1,6,6,Others,218,MO,185,1,No,No,0.07,8111,737,0,2015,2 -61,21729,0.04,0.01,4251086428,5083,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,2,4,25,Technology Related Job,391,NE,382,16,No,No,0.53,3592,898,0,2015,1 -61,21729,0.04,0.01,4251086428,5083,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,2,4,25,Technology Related Job,391,NE,382,16,No,No,0.53,2672,668,0,2015,2 -61,21729,0.04,0.01,4251086428,5083,Yes,Bachelor or equivalent,Female,Yes,Married,14,\N,2,4,25,Technology Related Job,391,NE,382,16,No,No,0.53,187,187,0,2015,3 -77,19758,0.07,0.02,4251019582,5084,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,1,65,Others,251,UT,385,126,No,No,0.74,3299,471,0,2015,1 -77,19758,0.07,0.02,4251019582,5084,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,1,65,Others,251,UT,385,126,No,No,0.74,2685,671,0,2015,2 -77,19758,0.07,0.02,4251019582,5084,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,1,65,Others,251,UT,385,126,No,No,0.74,325,325,0,2015,3 -39,130658,0.05,0.03,4251009043,5085,Yes,Master or equivalent,Female,No,Single,79,\N,2,7,83,Technology Related Job,423,VA,82,141,No,No,0.2,1359,1359,0,2015,1 -39,130658,0.05,0.03,4251009043,5085,Yes,Master or equivalent,Female,No,Single,79,\N,2,7,83,Technology Related Job,423,VA,82,141,No,No,0.2,8208,684,0,2015,2 -39,130658,0.05,0.03,4251009043,5085,Yes,Master or equivalent,Female,No,Single,79,\N,2,7,83,Technology Related Job,423,VA,82,141,No,No,0.2,846,846,0,2015,3 -55,128687,0.07,0,4251080110,5086,Yes,High School or below,Female,Yes,Single,87,\N,0,4,24,Others,284,ID,85,1,No,No,0.41,2990,996,0,2015,1 -55,128687,0.07,0,4251080110,5086,Yes,High School or below,Female,Yes,Single,87,\N,0,4,24,Others,284,ID,85,1,No,No,0.41,1214,404,0,2015,2 -55,128687,0.07,0,4251080110,5086,Yes,High School or below,Female,Yes,Single,87,\N,0,4,24,Others,284,ID,85,1,No,No,0.41,1415,1415,0,2015,3 -17,239587,0.05,0.01,4251028997,5087,No,High School or below,Male,Yes,Single,24,\N,1,2,42,Technology Related Job,456,IN,282,16,No,No,0.86,4807,686,0,2015,1 -17,239587,0.05,0.01,4251028997,5087,No,High School or below,Male,Yes,Single,24,\N,1,2,42,Technology Related Job,456,IN,282,16,No,No,0.86,1541,385,0,2015,2 -33,237616,0.07,0.02,4251047090,5088,Yes,High School or below,Female,Yes,Married,32,\N,0,0,83,Others,316,NM,286,126,No,No,0.08,6299,787,0,2015,1 -33,237616,0.07,0.02,4251047090,5088,Yes,High School or below,Female,Yes,Married,32,\N,0,0,83,Others,316,NM,286,126,No,No,0.08,1707,569,0,2015,2 -64,98517,0.05,0.03,4251014078,5089,Yes,High School or below,Male,Yes,Married,90,\N,1,5,1,Technology Related Job,488,NC,483,141,No,No,0.53,3060,1020,0,2015,1 -64,98517,0.05,0.03,4251014078,5089,Yes,High School or below,Male,Yes,Married,90,\N,1,5,1,Technology Related Job,488,NC,483,141,No,No,0.53,4255,851,0,2015,2 -12,96546,0.07,0,4251043907,5090,Yes,High School or below,Male,Yes,Single,97,\N,0,3,42,Others,349,WY,486,1,No,Yes,0.74,1665,416,0,2015,1 -12,96546,0.07,0,4251043907,5090,Yes,High School or below,Male,Yes,Single,97,\N,0,3,42,Others,349,WY,486,1,No,Yes,0.74,4354,870,0,2015,2 -42,207446,0.05,0.01,4251097618,5091,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,1,0,60,Technology Related Job,21,AK,183,16,No,No,0.2,1689,563,0,2015,1 -42,207446,0.05,0.01,4251097618,5091,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,1,0,60,Technology Related Job,21,AK,183,16,No,No,0.2,4651,581,0,2015,2 -58,205475,0,0.02,4251089363,5092,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,6,1,Others,381,LA,186,126,No,No,0.41,3046,761,0,2015,1 -58,205475,0,0.02,4251089363,5092,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,6,1,Others,381,LA,186,126,No,No,0.41,5562,794,0,2015,2 -20,66376,0.06,0.03,4251058653,5093,Yes,Bachelor or equivalent,Male,No,Single,101,\N,1,3,19,Technology Related Job,54,MD,383,141,No,No,0.87,1002,1002,0,2015,1 -20,66376,0.06,0.03,4251058653,5093,Yes,Bachelor or equivalent,Male,No,Single,101,\N,1,3,19,Technology Related Job,54,MD,383,141,No,No,0.87,5617,561,0,2015,2 -20,66376,0.06,0.03,4251058653,5093,Yes,Bachelor or equivalent,Male,No,Single,101,\N,1,3,19,Technology Related Job,54,MD,383,141,No,No,0.87,801,801,0,2015,3 -36,64404,0,0,4251079726,5094,Yes,PhD or equivalent,Female,No,Married,108,\N,3,1,60,Technology Related Job,414,OR,387,1,No,No,0.08,4032,806,1,2015,1 -36,64404,0,0,4251079726,5094,Yes,PhD or equivalent,Female,No,Married,108,\N,3,1,60,Technology Related Job,414,OR,387,1,No,No,0.08,1653,826,1,2015,2 -36,64404,0,0,4251079726,5094,Yes,PhD or equivalent,Female,No,Married,108,\N,3,1,60,Technology Related Job,414,OR,387,1,No,No,0.08,697,697,1,2015,3 -66,175305,0.06,0.01,4251014815,5095,Yes,High School or below,Male,Yes,Married,46,\N,0,6,78,Technology Related Job,86,RI,84,16,No,No,0.53,4400,1100,0,2015,1 -66,175305,0.06,0.01,4251014815,5095,Yes,High School or below,Male,Yes,Married,46,\N,0,6,78,Technology Related Job,86,RI,84,16,No,No,0.53,1990,995,0,2015,2 -14,173334,0,0.02,4251043331,5096,Yes,High School or below,Male,Yes,Married,53,\N,3,4,19,Technology Related Job,446,CO,87,126,No,No,0.74,941,313,0,2015,1 -14,173334,0,0.02,4251043331,5096,Yes,High School or below,Male,Yes,Married,53,\N,3,4,19,Technology Related Job,446,CO,87,126,No,No,0.74,4204,700,0,2015,2 -45,34234,0.06,0.03,4251092869,5097,Yes,High School or below,Female,Yes,Married,111,\N,0,1,37,Technology Related Job,119,DE,284,141,No,No,0.2,8262,751,0,2015,1 -45,34234,0.06,0.03,4251092869,5097,Yes,High School or below,Female,Yes,Married,111,\N,0,1,37,Technology Related Job,119,DE,284,141,No,No,0.2,2520,840,0,2015,2 -61,32263,0,0,4251083662,5098,Yes,High School or below,Female,Yes,Single,119,\N,3,7,77,Technology Related Job,479,MS,287,1,No,No,0.41,5837,583,0,2015,1 -61,32263,0,0,4251083662,5098,Yes,High School or below,Female,Yes,Single,119,\N,3,7,77,Technology Related Job,479,MS,287,1,No,No,0.41,1114,557,0,2015,2 -23,143164,0.07,0.01,4251066160,5099,Yes,High School or below,Male,No,Single,57,\N,0,5,96,Technology Related Job,151,MT,484,16,No,No,0.87,2246,748,0,2015,1 -23,143164,0.07,0.01,4251066160,5099,Yes,High School or below,Male,No,Single,57,\N,0,5,96,Technology Related Job,151,MT,484,16,No,No,0.87,1522,761,0,2015,2 -39,141193,0.01,0.02,4251075151,5100,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,2,2,36,Technology Related Job,11,TX,487,126,No,No,0.08,3767,941,0,2015,1 -39,141193,0.01,0.02,4251075151,5100,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,2,2,36,Technology Related Job,11,TX,487,126,No,No,0.08,6533,653,0,2015,2 -69,2093,0.07,0.03,4251041985,5101,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,3,0,55,Technology Related Job,184,VT,184,141,No,No,0.53,5428,775,0,2015,1 -69,2093,0.07,0.03,4251041985,5101,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,3,0,55,Technology Related Job,184,VT,184,141,No,No,0.53,2311,577,0,2015,2 -17,122,0.01,0,4251058141,5102,Yes,Master or equivalent,Male,Yes,Married,10,\N,2,5,95,Technology Related Job,44,ID,188,1,No,No,0.74,1323,661,0,2015,1 -17,122,0.01,0,4251058141,5102,Yes,Master or equivalent,Male,Yes,Married,10,\N,2,5,95,Technology Related Job,44,ID,188,1,No,No,0.74,3717,531,0,2015,2 -48,111022,0.07,0.01,4251067538,5103,Yes,PhD or equivalent,Female,Yes,Married,68,\N,3,3,14,Technology Related Job,216,IN,385,16,No,Yes,0.2,4366,623,0,2015,1 -48,111022,0.07,0.01,4251067538,5103,Yes,PhD or equivalent,Female,Yes,Married,68,\N,3,3,14,Technology Related Job,216,IN,385,16,No,Yes,0.2,3984,996,0,2015,2 -63,109051,0.01,0.02,4251037428,5104,Yes,High School or below,Female,Yes,Single,75,\N,2,0,54,Technology Related Job,77,NJ,388,126,Yes,No,0.41,4568,761,0,2015,1 -63,109051,0.01,0.02,4251037428,5104,Yes,High School or below,Female,Yes,Single,75,\N,2,0,54,Technology Related Job,77,NJ,388,126,Yes,No,0.41,2953,738,0,2015,2 -26,219952,0.07,0.03,4251022414,5105,Yes,High School or below,Male,Yes,Single,13,\N,3,6,73,Technology Related Job,249,NY,85,141,No,No,0.87,2931,586,0,2015,1 -26,219952,0.07,0.03,4251022414,5105,Yes,High School or below,Male,Yes,Single,13,\N,3,6,73,Technology Related Job,249,NY,85,141,No,No,0.87,3158,631,0,2015,2 -42,217981,0.01,0,4251015861,5106,Yes,High School or below,Female,Yes,Married,20,\N,1,3,13,Technology Related Job,109,WI,88,1,No,No,0.08,3282,656,0,2015,1 -42,217981,0.01,0,4251015861,5106,Yes,High School or below,Female,Yes,Married,20,\N,1,3,13,Technology Related Job,109,WI,88,1,No,No,0.08,3644,911,0,2015,2 -72,78881,0,0.01,4251085873,5107,Yes,High School or below,Male,Yes,Single,78,\N,3,1,32,Technology Related Job,281,AL,285,16,No,No,0.54,3225,806,0,2015,1 -72,78881,0,0.01,4251085873,5107,Yes,High School or below,Male,Yes,Single,78,\N,3,1,32,Technology Related Job,281,AL,285,16,No,No,0.54,3218,536,0,2015,2 -20,76910,0.02,0.02,4251068488,5108,Yes,Bachelor or equivalent,Male,No,Married,86,\N,1,6,72,Technology Related Job,142,LA,289,126,No,No,0.75,1666,555,0,2015,1 -20,76910,0.02,0.02,4251068488,5108,Yes,Bachelor or equivalent,Male,No,Married,86,\N,1,6,72,Technology Related Job,142,LA,289,126,No,No,0.75,4589,764,0,2015,2 -50,187810,0,0.03,4251097299,5109,Yes,Bachelor or equivalent,Female,Yes,Married,24,\N,2,4,91,Technology Related Job,314,MD,486,141,No,No,0.2,2432,810,0,2015,1 -50,187810,0,0.03,4251097299,5109,Yes,Bachelor or equivalent,Female,Yes,Married,24,\N,2,4,91,Technology Related Job,314,MD,486,141,No,No,0.2,2466,616,0,2015,2 -66,185839,0.02,0,4251009084,5110,Yes,Master or equivalent,Female,Yes,Single,31,\N,1,1,31,Technology Related Job,174,OK,489,1,No,No,0.41,3429,857,0,2015,1 -66,185839,0.02,0,4251009084,5110,Yes,Master or equivalent,Female,Yes,Single,31,\N,1,1,31,Technology Related Job,174,OK,489,1,No,No,0.41,746,746,0,2015,2 -29,46740,0,0.01,4251074495,5111,Yes,Master or equivalent,Male,Yes,Single,89,\N,2,7,50,Technology Related Job,347,PA,186,15,No,No,0.87,4026,1006,0,2015,1 -29,46740,0,0.01,4251074495,5111,Yes,Master or equivalent,Male,Yes,Single,89,\N,2,7,50,Technology Related Job,347,PA,186,15,No,No,0.87,3242,648,0,2015,2 -44,44769,0.02,0.02,4251088085,5112,Yes,High School or below,Female,Yes,Single,97,\N,1,4,90,Technology Related Job,207,CA,189,125,No,Yes,0.08,3140,785,0,2015,1 -44,44769,0.02,0.02,4251088085,5112,Yes,High School or below,Female,Yes,Single,97,\N,1,4,90,Technology Related Job,207,CA,189,125,No,Yes,0.08,3479,579,0,2015,2 -44,44769,0.02,0.02,4251088085,5112,Yes,High School or below,Female,Yes,Single,97,\N,1,4,90,Technology Related Job,207,CA,189,125,No,Yes,0.08,404,404,0,2015,3 -75,155669,0,0.03,4251060602,5113,Yes,High School or below,Male,No,Single,34,\N,2,2,8,Technology Related Job,379,CT,386,140,No,No,0.54,4350,621,0,2015,1 -75,155669,0,0.03,4251060602,5113,Yes,High School or below,Male,No,Single,34,\N,2,2,8,Technology Related Job,379,CT,386,140,No,No,0.54,1911,955,0,2015,2 -23,153698,0.02,0,4251042600,5114,Yes,High School or below,Male,Yes,Married,42,\N,0,7,49,Technology Related Job,239,MS,390,0,No,No,0.75,3827,765,0,2015,1 -23,153698,0.02,0,4251042600,5114,Yes,High School or below,Male,Yes,Married,42,\N,0,7,49,Technology Related Job,239,MS,390,0,No,No,0.75,5410,772,0,2015,2 -23,153698,0.02,0,4251042600,5114,Yes,High School or below,Male,Yes,Married,42,\N,0,7,49,Technology Related Job,239,MS,390,0,No,No,0.75,1133,566,0,2015,3 -53,14599,0.01,0.01,4251026574,5115,Yes,High School or below,Female,Yes,Married,100,\N,2,5,67,Non-technology Related Job,412,MT,87,15,No,No,0.2,3309,661,0,2015,1 -53,14599,0.01,0.01,4251026574,5115,Yes,High School or below,Female,Yes,Married,100,\N,2,5,67,Non-technology Related Job,412,MT,87,15,No,No,0.2,4414,735,0,2015,2 -53,14599,0.01,0.01,4251026574,5115,Yes,High School or below,Female,Yes,Married,100,\N,2,5,67,Non-technology Related Job,412,MT,87,15,No,No,0.2,221,221,0,2015,3 -69,12628,0.03,0.02,4251020112,5116,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,0,3,8,Technology Related Job,272,TX,90,125,No,No,0.41,4155,692,0,2015,1 -69,12628,0.03,0.02,4251020112,5116,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,0,3,8,Technology Related Job,272,TX,90,125,No,No,0.41,4406,629,0,2015,2 -31,123528,0.01,0.03,4251060938,5117,Yes,Bachelor or equivalent,Female,Yes,Married,45,\N,1,0,26,Non-technology Related Job,444,UT,287,140,No,No,0.87,3128,625,0,2015,1 -31,123528,0.01,0.03,4251060938,5117,Yes,Bachelor or equivalent,Female,Yes,Married,45,\N,1,0,26,Non-technology Related Job,444,UT,287,140,No,No,0.87,75,75,0,2015,2 -47,121557,0.03,0,4251070864,5118,Yes,Master or equivalent,Female,Yes,Single,53,\N,0,6,67,Technology Related Job,304,HI,290,0,No,No,0.08,7395,739,0,2015,1 -47,121557,0.03,0,4251070864,5118,Yes,Master or equivalent,Female,Yes,Single,53,\N,0,6,67,Technology Related Job,304,HI,290,0,No,No,0.08,1598,799,0,2015,2 -78,232457,0.01,0,4251025639,5119,Yes,Master or equivalent,Male,Yes,Single,111,\N,1,3,85,Non-technology Related Job,477,IL,487,15,No,No,0.54,4045,1011,0,2015,1 -78,232457,0.01,0,4251025639,5119,Yes,Master or equivalent,Male,Yes,Single,111,\N,1,3,85,Non-technology Related Job,477,IL,487,15,No,No,0.54,3650,912,0,2015,2 -25,230486,0.03,0.02,4251068307,5120,Yes,High School or below,Male,Yes,Married,118,\N,3,1,26,Technology Related Job,337,NJ,491,125,No,No,0.75,1333,333,0,2015,1 -25,230486,0.03,0.02,4251068307,5120,Yes,High School or below,Male,Yes,Married,118,\N,3,1,26,Technology Related Job,337,NJ,491,125,No,No,0.75,3630,726,0,2015,2 -56,91387,0.01,0.02,4251055661,5121,Yes,High School or below,Female,Yes,Married,56,\N,1,6,44,Non-technology Related Job,9,NY,187,140,Yes,No,0.2,1164,582,0,2015,1 -56,91387,0.01,0.02,4251055661,5121,Yes,High School or below,Female,Yes,Married,56,\N,1,6,44,Non-technology Related Job,9,NY,187,140,Yes,No,0.2,2293,458,0,2015,2 -72,89416,0.03,0,4251047776,5122,Yes,High School or below,Male,No,Married,63,\N,3,4,85,Technology Related Job,370,WI,191,0,No,No,0.42,2714,452,0,2015,1 -72,89416,0.03,0,4251047776,5122,Yes,High School or below,Male,No,Married,63,\N,3,4,85,Technology Related Job,370,WI,191,0,No,No,0.42,2053,513,0,2015,2 -34,200316,0.02,0,4251013592,5123,Yes,High School or below,Female,Yes,Married,1,\N,0,1,3,Non-technology Related Job,42,WY,388,15,No,No,0.87,3017,754,0,2015,1 -34,200316,0.02,0,4251013592,5123,Yes,High School or below,Female,Yes,Married,1,\N,0,1,3,Non-technology Related Job,42,WY,388,15,No,No,0.87,3368,673,0,2015,2 -50,198345,0.04,0.02,4251023830,5124,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,3,7,44,Technology Related Job,402,KY,391,125,No,No,0.08,8243,824,0,2015,1 -50,198345,0.04,0.02,4251023830,5124,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,3,7,44,Technology Related Job,402,KY,391,125,No,No,0.08,3351,837,0,2015,2 -12,59245,0.02,0.02,4251020980,5125,Yes,Bachelor or equivalent,Male,Yes,Single,67,\N,0,4,62,Non-technology Related Job,75,ME,88,140,No,Yes,0.54,1648,549,0,2015,1 -12,59245,0.02,0.02,4251020980,5125,Yes,Bachelor or equivalent,Male,Yes,Single,67,\N,0,4,62,Non-technology Related Job,75,ME,88,140,No,Yes,0.54,7353,919,0,2015,2 -28,57274,0.04,0,4251065486,5126,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,3,2,3,Technology Related Job,435,OK,91,0,No,No,0.75,3863,643,0,2015,1 -28,57274,0.04,0,4251065486,5126,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,3,2,3,Technology Related Job,435,OK,91,0,No,No,0.75,3701,740,0,2015,2 -59,168175,0.02,0,4251035371,5127,Yes,Master or equivalent,Female,No,Single,12,\N,0,0,21,Non-technology Related Job,107,PA,288,15,No,No,0.21,2393,478,0,2015,1 -59,168175,0.02,0,4251035371,5127,Yes,Master or equivalent,Female,No,Single,12,\N,0,0,21,Non-technology Related Job,107,PA,288,15,No,No,0.21,3439,573,0,2015,2 -75,166204,0.04,0.02,4251087733,5128,Yes,PhD or equivalent,Male,Yes,Married,20,\N,2,5,61,Technology Related Job,467,CA,292,125,No,No,0.42,1829,457,0,2015,1 -75,166204,0.04,0.02,4251087733,5128,Yes,PhD or equivalent,Male,Yes,Married,20,\N,2,5,61,Technology Related Job,467,CA,292,125,No,No,0.42,3448,862,0,2015,2 -37,27104,0.02,0.02,4251100202,5129,Yes,High School or below,Female,Yes,Married,78,\N,0,3,80,Non-technology Related Job,140,CO,489,140,No,No,0.87,5570,795,0,2015,1 -37,27104,0.02,0.02,4251100202,5129,Yes,High School or below,Female,Yes,Married,78,\N,0,3,80,Non-technology Related Job,140,CO,489,140,No,No,0.87,2282,760,0,2015,2 -53,25133,0.04,0,4251098714,5130,Yes,High School or below,Female,Yes,Single,85,\N,2,0,20,Technology Related Job,0,MN,492,0,No,No,0.08,1592,398,0,2015,1 -15,136033,0.03,0,4251042763,5131,Yes,High School or below,Male,Yes,Single,23,\N,3,6,39,Non-technology Related Job,172,MO,189,15,No,No,0.54,3661,915,0,2015,1 -15,136033,0.03,0,4251042763,5131,Yes,High School or below,Male,Yes,Single,23,\N,3,6,39,Non-technology Related Job,172,MO,189,15,No,No,0.54,2167,541,0,2015,2 -31,134062,0.05,0.02,4251095720,5132,Yes,High School or below,Male,Yes,Single,30,\N,2,3,79,Technology Related Job,32,TN,192,125,No,Yes,0.75,4487,747,0,2015,1 -31,134062,0.05,0.02,4251095720,5132,Yes,High School or below,Male,Yes,Single,30,\N,2,3,79,Technology Related Job,32,TN,192,125,No,Yes,0.75,1142,380,0,2015,2 -61,244963,0.03,0.02,4251056517,5133,No,Bachelor or equivalent,Female,Yes,Single,88,\N,3,1,98,Non-technology Related Job,205,UT,389,140,No,No,0.21,4571,653,0,2015,1 -61,244963,0.03,0.02,4251056517,5133,No,Bachelor or equivalent,Female,Yes,Single,88,\N,3,1,98,Non-technology Related Job,205,UT,389,140,No,No,0.21,1939,387,0,2015,2 -77,242992,0.05,0,4251010805,5134,Yes,Bachelor or equivalent,Male,Yes,Married,96,\N,2,6,38,Technology Related Job,65,HI,393,0,No,No,0.42,2730,910,0,2015,1 -77,242992,0.05,0,4251010805,5134,Yes,Bachelor or equivalent,Male,Yes,Married,96,\N,2,6,38,Technology Related Job,65,HI,393,0,No,No,0.42,2603,650,0,2015,2 -77,242992,0.05,0,4251010805,5134,Yes,Bachelor or equivalent,Male,Yes,Married,96,\N,2,6,38,Technology Related Job,65,HI,393,0,No,No,0.42,952,952,0,2015,3 -40,103892,0.03,0,4251043023,5135,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,3,4,57,Non-technology Related Job,237,ID,90,15,No,No,0.87,2765,691,0,2015,1 -40,103892,0.03,0,4251043023,5135,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,3,4,57,Non-technology Related Job,237,ID,90,15,No,No,0.87,5667,708,0,2015,2 -40,103892,0.03,0,4251043023,5135,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,3,4,57,Non-technology Related Job,237,ID,90,15,No,No,0.87,721,721,0,2015,3 -56,101921,0.05,0.02,4251039184,5136,Yes,Master or equivalent,Female,No,Single,41,\N,1,1,97,Technology Related Job,97,NH,93,125,No,No,0.09,4445,889,0,2015,1 -56,101921,0.05,0.02,4251039184,5136,Yes,Master or equivalent,Female,No,Single,41,\N,1,1,97,Technology Related Job,97,NH,93,125,No,No,0.09,1598,532,0,2015,2 -18,212822,0.03,0.02,4251023045,5137,Yes,PhD or equivalent,Male,Yes,Married,99,\N,3,7,16,Non-technology Related Job,270,NM,290,140,No,No,0.54,916,916,0,2015,1 -18,212822,0.03,0.02,4251023045,5137,Yes,PhD or equivalent,Male,Yes,Married,99,\N,3,7,16,Non-technology Related Job,270,NM,290,140,No,No,0.54,4874,812,0,2015,2 -34,210851,0.05,0,4251059631,5138,Yes,High School or below,Male,Yes,Single,107,\N,1,4,56,Technology Related Job,130,WV,293,0,No,No,0.75,1403,701,0,2015,1 -34,210851,0.05,0,4251059631,5138,Yes,High School or below,Male,Yes,Single,107,\N,1,4,56,Technology Related Job,130,WV,293,0,No,No,0.75,3148,524,0,2015,2 -36,15808,0.01,0,4251085037,5139,Yes,High School or below,Male,Yes,Married,77,\N,2,6,25,Technology Related Job,306,SD,393,35,No,No,0.28,3380,845,0,2015,1 -36,15808,0.01,0,4251085037,5139,Yes,High School or below,Male,Yes,Married,77,\N,2,6,25,Technology Related Job,306,SD,393,35,No,No,0.28,8660,866,0,2015,2 -66,126708,0.07,0,4251024011,5140,Yes,High School or below,Female,Yes,Married,15,\N,3,4,44,Non-technology Related Job,479,TN,90,50,No,No,0.74,4245,849,0,2015,1 -66,126708,0.07,0,4251024011,5140,Yes,High School or below,Female,Yes,Married,15,\N,3,4,44,Non-technology Related Job,479,TN,90,50,No,No,0.74,4004,572,0,2015,2 -14,124737,0.01,0.02,4251025886,5141,Yes,High School or below,Female,No,Single,23,\N,2,2,84,Technology Related Job,339,FL,93,160,No,No,0.95,1217,608,0,2015,1 -14,124737,0.01,0.02,4251025886,5141,Yes,High School or below,Female,No,Single,23,\N,2,2,84,Technology Related Job,339,FL,93,160,No,No,0.95,1540,770,0,2015,2 -45,235638,0.07,0.02,4251030987,5142,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,3,7,3,Non-technology Related Job,11,HI,290,175,No,No,0.41,1981,330,0,2015,1 -45,235638,0.07,0.02,4251030987,5142,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,3,7,3,Non-technology Related Job,11,HI,290,175,No,No,0.41,3949,987,0,2015,2 -45,235638,0.07,0.02,4251030987,5142,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,3,7,3,Non-technology Related Job,11,HI,290,175,No,No,0.41,27,27,0,2015,3 -61,233667,0.02,0,4251031177,5143,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,2,5,43,Technology Related Job,371,NV,293,35,No,Yes,0.62,2390,796,0,2015,1 -61,233667,0.02,0,4251031177,5143,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,2,5,43,Technology Related Job,371,NV,293,35,No,Yes,0.62,4063,507,0,2015,2 -23,94567,0,0,4251027704,5144,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,3,2,62,Non-technology Related Job,44,NJ,490,50,No,No,0.07,2730,546,0,2015,1 -23,94567,0,0,4251027704,5144,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,3,2,62,Non-technology Related Job,44,NJ,490,50,No,No,0.07,4050,1012,0,2015,2 -39,92596,0.02,0.02,4251044760,5145,Yes,PhD or equivalent,Male,Yes,Married,34,\N,1,0,2,Technology Related Job,404,WA,494,160,No,No,0.28,3413,853,0,2015,1 -39,92596,0.02,0.02,4251044760,5145,Yes,PhD or equivalent,Male,Yes,Married,34,\N,1,0,2,Technology Related Job,404,WA,494,160,No,No,0.28,1435,478,0,2015,2 -39,92596,0.02,0.02,4251044760,5145,Yes,PhD or equivalent,Male,Yes,Married,34,\N,1,0,2,Technology Related Job,404,WA,494,160,No,No,0.28,397,397,0,2015,3 -69,203497,0,0.02,4251081139,5146,Yes,High School or below,Female,No,Married,91,\N,3,5,21,Non-technology Related Job,76,WV,190,175,No,No,0.74,6969,774,0,2015,1 -69,203497,0,0.02,4251081139,5146,Yes,High School or below,Female,No,Married,91,\N,3,5,21,Non-technology Related Job,76,WV,190,175,No,No,0.74,6204,620,0,2015,2 -17,201525,0.02,0,4251023278,5147,Yes,High School or below,Female,No,Single,99,\N,1,3,61,Technology Related Job,436,IA,194,35,No,No,0.95,1467,366,0,2015,1 -17,201525,0.02,0,4251023278,5147,Yes,High School or below,Female,No,Single,99,\N,1,3,61,Technology Related Job,436,IA,194,35,No,No,0.95,2863,572,0,2015,2 -17,201525,0.02,0,4251023278,5147,Yes,High School or below,Female,No,Single,99,\N,1,3,61,Technology Related Job,436,IA,194,35,No,No,0.95,1016,1016,0,2015,3 -47,62426,0,0,4251074562,5148,Yes,High School or below,Male,Yes,Single,37,\N,2,0,80,Non-technology Related Job,109,KY,391,50,No,No,0.41,4993,713,0,2015,1 -47,62426,0,0,4251074562,5148,Yes,High School or below,Male,Yes,Single,37,\N,2,0,80,Non-technology Related Job,109,KY,391,50,No,No,0.41,3420,684,0,2015,2 -63,60455,0.02,0.01,4251085477,5149,Yes,High School or below,Female,Yes,Single,44,\N,1,6,20,Technology Related Job,469,ND,394,160,No,No,0.62,4426,737,0,2015,1 -63,60455,0.02,0.01,4251085477,5149,Yes,High School or below,Female,Yes,Single,44,\N,1,6,20,Technology Related Job,469,ND,394,160,No,No,0.62,1662,831,0,2015,2 -26,171355,0.01,0.02,4251046659,5150,Yes,High School or below,Male,Yes,Single,102,\N,2,3,39,Non-technology Related Job,141,OK,91,175,No,No,0.07,3774,943,1,2015,1 -26,171355,0.01,0.02,4251046659,5150,Yes,High School or below,Male,Yes,Single,102,\N,2,3,39,Non-technology Related Job,141,OK,91,175,No,No,0.07,4427,737,1,2015,2 -26,171355,0.01,0.02,4251046659,5150,Yes,High School or below,Male,Yes,Single,102,\N,2,3,39,Non-technology Related Job,141,OK,91,175,No,No,0.07,897,897,1,2015,3 -42,169384,0.03,0.03,4251048042,5151,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,1,1,79,Technology Related Job,2,AZ,94,35,No,No,0.29,4527,565,0,2015,1 -42,169384,0.03,0.03,4251048042,5151,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,1,1,79,Technology Related Job,2,AZ,94,35,No,No,0.29,7113,592,0,2015,2 -72,30285,0.01,0,4251022032,5152,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,2,7,98,Non-technology Related Job,174,AR,291,50,No,No,0.74,7189,898,0,2015,1 -72,30285,0.01,0,4251022032,5152,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,2,7,98,Non-technology Related Job,174,AR,291,50,No,No,0.74,2825,706,0,2015,2 -20,28314,0.03,0.01,4251023213,5153,Yes,Master or equivalent,Female,Yes,Single,55,\N,0,4,38,Technology Related Job,34,MA,295,160,No,No,0.95,2578,644,0,2015,1 -20,28314,0.03,0.01,4251023213,5153,Yes,Master or equivalent,Female,Yes,Single,55,\N,0,4,38,Technology Related Job,34,MA,295,160,No,No,0.95,1732,433,0,2015,2 -50,139214,0.01,0.02,4251025517,5154,Yes,PhD or equivalent,Male,Yes,Married,113,\N,2,2,56,Non-technology Related Job,207,MN,492,175,No,No,0.41,1695,339,0,2015,1 -50,139214,0.01,0.02,4251025517,5154,Yes,PhD or equivalent,Male,Yes,Married,113,\N,2,2,56,Non-technology Related Job,207,MN,492,175,No,No,0.41,4242,707,0,2015,2 -66,137243,0.03,0.03,4251065336,5155,Yes,High School or below,Female,No,Single,0,\N,0,7,97,Technology Related Job,67,SC,495,35,No,No,0.62,5885,980,0,2015,1 -66,137243,0.03,0.03,4251065336,5155,Yes,High School or below,Female,No,Single,0,\N,0,7,97,Technology Related Job,67,SC,495,35,No,No,0.62,2195,548,0,2015,2 -66,137243,0.03,0.03,4251065336,5155,Yes,High School or below,Female,No,Single,0,\N,0,7,97,Technology Related Job,67,SC,495,35,No,No,0.62,42,42,0,2015,3 -29,248143,0.01,0,4251096210,5156,Yes,High School or below,Male,Yes,Single,58,\N,1,5,15,Non-technology Related Job,239,TN,192,50,No,Yes,0.08,6493,1082,0,2015,1 -29,248143,0.01,0,4251096210,5156,Yes,High School or below,Male,Yes,Single,58,\N,1,5,15,Non-technology Related Job,239,TN,192,50,No,Yes,0.08,4612,1153,0,2015,2 -44,246172,0.03,0.01,4251033208,5157,Yes,High School or below,Male,Yes,Married,66,\N,0,2,56,Technology Related Job,99,FL,195,160,No,No,0.29,3111,777,0,2015,1 -44,246172,0.03,0.01,4251033208,5157,Yes,High School or below,Male,Yes,Married,66,\N,0,2,56,Technology Related Job,99,FL,195,160,No,No,0.29,8048,670,0,2015,2 -75,107073,0.02,0.02,4251066549,5158,Yes,High School or below,Female,Yes,Married,4,\N,1,0,74,Non-technology Related Job,272,GA,392,175,Yes,No,0.74,5316,664,0,2015,1 -75,107073,0.02,0.02,4251066549,5158,Yes,High School or below,Female,Yes,Married,4,\N,1,0,74,Non-technology Related Job,272,GA,392,175,Yes,No,0.74,986,986,0,2015,2 -23,105102,0.04,0.03,4251086638,5159,Yes,Bachelor or equivalent,Male,Yes,Married,11,\N,0,5,15,Technology Related Job,132,NE,396,35,No,No,0.95,3417,683,0,2015,1 -23,105102,0.04,0.03,4251086638,5159,Yes,Bachelor or equivalent,Male,Yes,Married,11,\N,0,5,15,Technology Related Job,132,NE,396,35,No,No,0.95,37,37,0,2015,2 -53,216002,0.02,0,4251050665,5160,Yes,Bachelor or equivalent,Female,No,Married,69,\N,1,3,33,Non-technology Related Job,304,NH,93,50,No,No,0.41,3626,906,0,2015,1 -53,216002,0.02,0,4251050665,5160,Yes,Bachelor or equivalent,Female,No,Married,69,\N,1,3,33,Non-technology Related Job,304,NH,93,50,No,No,0.41,2959,493,0,2015,2 -69,214031,0.04,0.01,4251056459,5161,Yes,Master or equivalent,Female,No,Single,77,\N,3,0,74,Technology Related Job,164,VA,96,160,No,No,0.62,3768,628,0,2015,1 -69,214031,0.04,0.01,4251056459,5161,Yes,Master or equivalent,Female,No,Single,77,\N,3,0,74,Technology Related Job,164,VA,96,160,No,No,0.62,4427,885,0,2015,2 -31,74931,0.02,0.02,4251069587,5162,Yes,Master or equivalent,Male,Yes,Single,15,\N,0,6,92,Non-technology Related Job,337,WV,293,175,No,No,0.08,5283,660,0,2015,1 -31,74931,0.02,0.02,4251069587,5162,Yes,Master or equivalent,Male,Yes,Single,15,\N,0,6,92,Non-technology Related Job,337,WV,293,175,No,No,0.08,679,679,0,2015,2 -31,74931,0.02,0.02,4251069587,5162,Yes,Master or equivalent,Male,Yes,Single,15,\N,0,6,92,Non-technology Related Job,337,WV,293,175,No,No,0.08,835,835,0,2015,3 -47,72960,0.04,0.03,4251052367,5163,No,High School or below,Male,Yes,Married,22,\N,3,3,33,Non-technology Related Job,197,IA,296,35,No,No,0.29,6221,888,0,2015,1 -47,72960,0.04,0.03,4251052367,5163,No,High School or below,Male,Yes,Married,22,\N,3,3,33,Non-technology Related Job,197,IA,296,35,No,No,0.29,3479,1159,0,2015,2 -78,183861,0.02,0,4251047058,5164,Yes,High School or below,Female,Yes,Single,80,\N,0,1,51,Non-technology Related Job,369,KS,493,50,No,No,0.74,2399,479,0,2015,1 -78,183861,0.02,0,4251047058,5164,Yes,High School or below,Female,Yes,Single,80,\N,0,1,51,Non-technology Related Job,369,KS,493,50,No,No,0.74,1797,599,0,2015,2 -25,181890,0.04,0.01,4251049826,5165,Yes,High School or below,Male,Yes,Married,87,\N,3,6,92,Non-technology Related Job,229,NC,497,160,No,Yes,0.96,7341,734,0,2015,1 -25,181890,0.04,0.01,4251049826,5165,Yes,High School or below,Male,Yes,Married,87,\N,3,6,92,Non-technology Related Job,229,NC,497,160,No,Yes,0.96,2008,502,0,2015,2 -56,42790,0.03,0.02,4251027329,5166,Yes,High School or below,Female,No,Married,25,\N,0,4,10,Non-technology Related Job,402,OH,194,175,No,No,0.41,4019,1004,0,2015,1 -56,42790,0.03,0.02,4251027329,5166,Yes,High School or below,Female,No,Married,25,\N,0,4,10,Non-technology Related Job,402,OH,194,175,No,No,0.41,4795,599,0,2015,2 -56,42790,0.03,0.02,4251027329,5166,Yes,High School or below,Female,No,Married,25,\N,0,4,10,Non-technology Related Job,402,OH,194,175,No,No,0.41,439,439,0,2015,3 -72,40819,0.05,0.03,4251025877,5167,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,2,1,50,Non-technology Related Job,262,AK,197,35,No,No,0.62,3173,453,0,2015,1 -72,40819,0.05,0.03,4251025877,5167,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,2,1,50,Non-technology Related Job,262,AK,197,35,No,No,0.62,3008,601,0,2015,2 -72,40819,0.05,0.03,4251025877,5167,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,2,1,50,Non-technology Related Job,262,AK,197,35,No,No,0.62,1366,1366,0,2015,3 -34,151720,0.03,0,4251013204,5168,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,0,7,69,Non-technology Related Job,434,AR,394,50,No,No,0.08,5838,834,0,2015,1 -34,151720,0.03,0,4251013204,5168,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,0,7,69,Non-technology Related Job,434,AR,394,50,No,No,0.08,3527,587,0,2015,2 -50,149749,0.05,0.01,4251041597,5169,Yes,Master or equivalent,Male,Yes,Single,98,\N,2,5,9,Non-technology Related Job,295,MA,397,160,No,No,0.29,7535,753,0,2015,1 -50,149749,0.05,0.01,4251041597,5169,Yes,Master or equivalent,Male,Yes,Single,98,\N,2,5,9,Non-technology Related Job,295,MA,397,160,No,No,0.29,6636,663,0,2015,2 -12,10649,0.03,0.02,4251079912,5170,Yes,Master or equivalent,Female,Yes,Single,36,\N,3,2,28,Non-technology Related Job,467,MI,94,175,No,No,0.75,4209,701,0,2015,1 -12,10649,0.03,0.02,4251079912,5170,Yes,Master or equivalent,Female,Yes,Single,36,\N,3,2,28,Non-technology Related Job,467,MI,94,175,No,No,0.75,4287,612,0,2015,2 -28,8678,0.05,0.03,4251056873,5171,Yes,High School or below,Male,Yes,Married,44,\N,2,0,68,Non-technology Related Job,327,RI,97,35,No,No,0.96,4853,693,0,2015,1 -28,8678,0.05,0.03,4251056873,5171,Yes,High School or below,Male,Yes,Married,44,\N,2,0,68,Non-technology Related Job,327,RI,97,35,No,No,0.96,2542,847,0,2015,2 -28,8678,0.05,0.03,4251056873,5171,Yes,High School or below,Male,Yes,Married,44,\N,2,0,68,Non-technology Related Job,327,RI,97,35,No,No,0.96,649,649,0,2015,3 -59,119578,0.03,0,4251035873,5172,Yes,High School or below,Female,Yes,Married,101,\N,3,5,87,Non-technology Related Job,0,SD,294,50,No,No,0.41,2607,521,0,2015,1 -59,119578,0.03,0,4251035873,5172,Yes,High School or below,Female,Yes,Married,101,\N,3,5,87,Non-technology Related Job,0,SD,294,50,No,No,0.41,4168,694,0,2015,2 -75,117607,0.05,0.01,4251054148,5173,Yes,High School or below,Female,Yes,Single,109,\N,2,3,27,Non-technology Related Job,360,DE,298,160,No,No,0.62,1132,283,0,2015,1 -75,117607,0.05,0.01,4251054148,5173,Yes,High School or below,Female,Yes,Single,109,\N,2,3,27,Non-technology Related Job,360,DE,298,160,No,No,0.62,3236,809,0,2015,2 -37,228508,0.04,0.02,4251076935,5174,Yes,High School or below,Male,No,Married,47,\N,3,0,46,Non-technology Related Job,32,GA,495,175,No,No,0.08,3997,666,1,2015,1 -37,228508,0.04,0.02,4251076935,5174,Yes,High School or below,Male,No,Married,47,\N,3,0,46,Non-technology Related Job,32,GA,495,175,No,No,0.08,3113,1037,1,2015,2 -53,226537,0.06,0.03,4251083000,5175,Yes,Bachelor or equivalent,Male,No,Single,54,\N,1,6,86,Non-technology Related Job,392,NE,498,35,No,No,0.29,6287,898,0,2015,1 -53,226537,0.06,0.03,4251083000,5175,Yes,Bachelor or equivalent,Male,No,Single,54,\N,1,6,86,Non-technology Related Job,392,NE,498,35,No,No,0.29,3786,757,0,2015,2 -15,87437,0.04,0,4251088478,5176,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,3,3,5,Non-technology Related Job,65,NH,195,50,No,No,0.75,3737,622,0,2015,1 -15,87437,0.04,0,4251088478,5176,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,3,3,5,Non-technology Related Job,65,NH,195,50,No,No,0.75,2830,707,0,2015,2 -31,85466,0.06,0.01,4251053547,5177,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,1,1,45,Non-technology Related Job,425,VT,198,160,No,No,0.96,6330,904,0,2015,1 -31,85466,0.06,0.01,4251053547,5177,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,1,1,45,Non-technology Related Job,425,VT,198,160,No,No,0.96,4171,695,0,2015,2 -31,85466,0.06,0.01,4251053547,5177,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,1,1,45,Non-technology Related Job,425,VT,198,160,No,No,0.96,1202,1202,0,2015,3 -61,196366,0.04,0.02,4251046504,5178,Yes,Master or equivalent,Female,Yes,Married,58,\N,2,6,64,Non-technology Related Job,97,WA,395,175,No,Yes,0.41,3963,990,0,2015,1 -61,196366,0.04,0.02,4251046504,5178,Yes,Master or equivalent,Female,Yes,Married,58,\N,2,6,64,Non-technology Related Job,97,WA,395,175,No,Yes,0.41,5732,716,0,2015,2 -77,194395,0.06,0.03,4251035999,5179,Yes,PhD or equivalent,Female,Yes,Married,65,\N,1,4,4,Non-technology Related Job,457,IN,399,35,No,No,0.62,4429,738,0,2015,1 -77,194395,0.06,0.03,4251035999,5179,Yes,PhD or equivalent,Female,Yes,Married,65,\N,1,4,4,Non-technology Related Job,457,IN,399,35,No,No,0.62,3631,907,0,2015,2 -40,55296,0.04,0,4251069132,5180,Yes,High School or below,Male,No,Married,3,\N,2,2,23,Non-technology Related Job,130,KS,96,50,No,No,0.08,1812,906,0,2015,1 -40,55296,0.04,0,4251069132,5180,Yes,High School or below,Male,No,Married,3,\N,2,2,23,Non-technology Related Job,130,KS,96,50,No,No,0.08,6111,873,0,2015,2 -56,53325,0.06,0.01,4251096654,5181,Yes,High School or below,Male,Yes,Single,10,\N,0,7,63,Non-technology Related Job,490,NC,99,160,No,No,0.29,6441,920,0,2015,1 -56,53325,0.06,0.01,4251096654,5181,Yes,High School or below,Male,Yes,Single,10,\N,0,7,63,Non-technology Related Job,490,NC,99,160,No,No,0.29,2783,927,0,2015,2 -18,164225,0.05,0.02,4251015709,5182,Yes,High School or below,Female,Yes,Single,68,\N,2,5,81,Non-technology Related Job,162,OH,296,175,No,No,0.75,2749,916,0,2015,1 -18,164225,0.05,0.02,4251015709,5182,Yes,High School or below,Female,Yes,Single,68,\N,2,5,81,Non-technology Related Job,162,OH,296,175,No,No,0.75,2584,861,0,2015,2 -18,164225,0.05,0.02,4251015709,5182,Yes,High School or below,Female,Yes,Single,68,\N,2,5,81,Non-technology Related Job,162,OH,296,175,No,No,0.75,317,317,0,2015,3 -34,162254,0.07,0.03,4251057871,5183,Yes,High School or below,Male,Yes,Married,76,\N,0,2,22,Non-technology Related Job,22,AL,299,35,Yes,No,0.96,2252,563,0,2015,1 -34,162254,0.07,0.03,4251057871,5183,Yes,High School or below,Male,Yes,Married,76,\N,0,2,22,Non-technology Related Job,22,AL,299,35,Yes,No,0.96,5727,715,0,2015,2 -34,162254,0.07,0.03,4251057871,5183,Yes,High School or below,Male,Yes,Married,76,\N,0,2,22,Non-technology Related Job,22,AL,299,35,Yes,No,0.96,14,14,0,2015,3 -64,23154,0.05,0,4251080335,5184,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,1,0,40,Others,195,AZ,496,50,No,No,0.42,6138,558,0,2015,1 -64,23154,0.05,0,4251080335,5184,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,1,0,40,Others,195,AZ,496,50,No,No,0.42,3051,610,0,2015,2 -12,21183,0.07,0.01,4251008310,5185,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,0,5,81,Non-technology Related Job,55,MD,0,160,No,Yes,0.63,3944,657,1,2015,1 -12,21183,0.07,0.01,4251008310,5185,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,0,5,81,Non-technology Related Job,55,MD,0,160,No,Yes,0.63,4569,761,1,2015,2 -43,132084,0.05,0.02,4251043818,5186,Yes,Bachelor or equivalent,Male,Yes,Married,79,\N,1,3,99,Others,227,MI,197,175,No,No,0.08,6552,655,0,2015,1 -43,132084,0.05,0.02,4251043818,5186,Yes,Bachelor or equivalent,Male,Yes,Married,79,\N,1,3,99,Others,227,MI,197,175,No,No,0.08,1268,317,0,2015,2 -58,130113,0.07,0.03,4251084111,5187,Yes,Master or equivalent,Female,Yes,Single,87,\N,0,0,40,Non-technology Related Job,88,RI,200,35,No,No,0.29,6083,869,0,2015,1 -58,130113,0.07,0.03,4251084111,5187,Yes,Master or equivalent,Female,Yes,Single,87,\N,0,0,40,Non-technology Related Job,88,RI,200,35,No,No,0.29,1461,730,0,2015,2 -21,241013,0.05,0,4251090223,5188,Yes,PhD or equivalent,Female,Yes,Single,25,\N,1,6,58,Others,260,SD,397,50,No,No,0.75,4210,701,1,2015,1 -21,241013,0.05,0,4251090223,5188,Yes,PhD or equivalent,Female,Yes,Single,25,\N,1,6,58,Others,260,SD,397,50,No,No,0.75,2074,691,1,2015,2 -37,239042,0.07,0.01,4251042599,5189,Yes,High School or below,Male,No,Single,32,\N,3,3,99,Non-technology Related Job,120,CT,400,160,No,No,0.96,1967,655,0,2015,1 -37,239042,0.07,0.01,4251042599,5189,Yes,High School or below,Male,No,Single,32,\N,3,3,99,Non-technology Related Job,120,CT,400,160,No,No,0.96,5902,655,0,2015,2 -67,99943,0.06,0.02,4251021440,5190,Yes,High School or below,Female,Yes,Single,90,\N,1,1,17,Others,293,FL,97,175,No,No,0.42,2430,607,0,2015,1 -67,99943,0.06,0.02,4251021440,5190,Yes,High School or below,Female,Yes,Single,90,\N,1,1,17,Others,293,FL,97,175,No,No,0.42,6230,692,0,2015,2 -15,97972,0,0.03,4251092024,5191,Yes,High School or below,Female,Yes,Married,97,\N,3,6,58,Non-technology Related Job,153,MT,101,35,No,No,0.63,4375,875,0,2015,1 -15,97972,0,0.03,4251092024,5191,Yes,High School or below,Female,Yes,Married,97,\N,3,6,58,Non-technology Related Job,153,MT,101,35,No,No,0.63,3370,842,0,2015,2 -45,208872,0.06,0,4251084231,5192,Yes,High School or below,Male,Yes,Married,35,\N,0,4,76,Others,325,NV,297,50,No,No,0.08,2865,573,0,2015,1 -45,208872,0.06,0,4251084231,5192,Yes,High School or below,Male,Yes,Married,35,\N,0,4,76,Others,325,NV,297,50,No,No,0.08,2452,613,0,2015,2 -61,206901,0,0.01,4251058987,5193,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,1,17,Non-technology Related Job,185,VT,301,160,No,No,0.29,1413,706,0,2015,1 -61,206901,0,0.01,4251058987,5193,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,1,17,Non-technology Related Job,185,VT,301,160,No,No,0.29,3667,916,0,2015,2 -24,67801,0.06,0.02,4251061287,5194,Yes,Bachelor or equivalent,Male,No,Single,101,\N,0,7,35,Others,358,WA,498,175,No,No,0.75,2850,475,0,2015,1 -24,67801,0.06,0.02,4251061287,5194,Yes,Bachelor or equivalent,Male,No,Single,101,\N,0,7,35,Others,358,WA,498,175,No,No,0.75,1626,542,0,2015,2 -39,65830,0,0.03,4251081660,5195,Yes,Master or equivalent,Male,Yes,Single,108,\N,3,4,76,Non-technology Related Job,218,IL,1,35,No,No,0.96,4117,823,1,2015,1 -39,65830,0,0.03,4251081660,5195,Yes,Master or equivalent,Male,Yes,Single,108,\N,3,4,76,Non-technology Related Job,218,IL,1,35,No,No,0.96,3156,526,1,2015,2 -70,176731,0.06,0,4251042755,5196,Yes,Master or equivalent,Female,Yes,Single,46,\N,0,2,94,Others,390,IA,198,50,No,No,0.42,5906,984,0,2015,1 -70,176731,0.06,0,4251042755,5196,Yes,Master or equivalent,Female,Yes,Single,46,\N,0,2,94,Others,390,IA,198,50,No,No,0.42,6694,836,0,2015,2 -18,174760,0,0.01,4251100348,5197,Yes,High School or below,Female,Yes,Married,54,\N,2,0,34,Non-technology Related Job,250,NY,201,160,No,No,0.63,6133,681,0,2015,1 -18,174760,0,0.01,4251100348,5197,Yes,High School or below,Female,Yes,Married,54,\N,2,0,34,Non-technology Related Job,250,NY,201,160,No,No,0.63,2012,402,0,2015,2 -48,35660,0.07,0.02,4251018997,5198,Yes,High School or below,Male,Yes,Married,111,\N,0,5,53,Others,423,ND,398,175,No,No,0.08,4797,959,0,2015,1 -48,35660,0.07,0.02,4251018997,5198,Yes,High School or below,Male,Yes,Married,111,\N,0,5,53,Others,423,ND,398,175,No,No,0.08,2652,1326,0,2015,2 -64,33689,0.01,0.03,4251050020,5199,Yes,High School or below,Female,Yes,Single,119,\N,2,3,93,Non-technology Related Job,283,AL,402,35,No,No,0.3,5926,987,0,2015,1 -64,33689,0.01,0.03,4251050020,5199,Yes,High School or below,Female,Yes,Single,119,\N,2,3,93,Non-technology Related Job,283,AL,402,35,No,No,0.3,4580,763,0,2015,2 -64,33689,0.01,0.03,4251050020,5199,Yes,High School or below,Female,Yes,Single,119,\N,2,3,93,Non-technology Related Job,283,AL,402,35,No,No,0.3,992,992,0,2015,3 -26,144589,0.07,0,4251013113,5200,Yes,High School or below,Male,Yes,Married,57,\N,3,0,12,Others,455,AZ,99,50,Yes,Yes,0.75,2601,867,0,2015,1 -26,144589,0.07,0,4251013113,5200,Yes,High School or below,Male,Yes,Married,57,\N,3,0,12,Others,455,AZ,99,50,Yes,Yes,0.75,4755,951,0,2015,2 -42,142618,0.01,0.01,4251077819,5201,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,2,6,52,Non-technology Related Job,315,ME,102,160,No,No,0.96,2213,737,0,2015,1 -42,142618,0.01,0.01,4251077819,5201,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,2,6,52,Non-technology Related Job,315,ME,102,160,No,No,0.96,4396,732,0,2015,2 -73,3519,0.07,0.02,4251021907,5202,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,3,3,71,Others,488,MA,299,175,No,No,0.42,4690,938,0,2015,1 -73,3519,0.07,0.02,4251021907,5202,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,3,3,71,Others,488,MA,299,175,No,No,0.42,3952,790,0,2015,2 -21,1548,0.01,0.03,4251086178,5203,Yes,Master or equivalent,Female,No,Married,10,\N,1,1,11,Non-technology Related Job,348,PA,302,35,No,No,0.63,2246,1123,0,2015,1 -21,1548,0.01,0.03,4251086178,5203,Yes,Master or equivalent,Female,No,Married,10,\N,1,1,11,Non-technology Related Job,348,PA,302,35,No,No,0.63,3818,763,0,2015,2 -51,112448,0.07,0,4251096099,5204,Yes,Master or equivalent,Male,Yes,Married,68,\N,3,6,30,Others,20,SC,499,50,No,No,0.09,5083,1016,0,2015,1 -51,112448,0.07,0,4251096099,5204,Yes,Master or equivalent,Male,Yes,Married,68,\N,3,6,30,Others,20,SC,499,50,No,No,0.09,1580,790,0,2015,2 -67,110477,0.01,0.01,4251022459,5205,Yes,High School or below,Female,Yes,Married,75,\N,1,4,70,Non-technology Related Job,381,CT,3,160,No,No,0.3,2213,442,0,2015,1 -67,110477,0.01,0.01,4251022459,5205,Yes,High School or below,Female,Yes,Married,75,\N,1,4,70,Non-technology Related Job,381,CT,3,160,No,No,0.3,1155,577,0,2015,2 -29,221378,0,0.01,4251013720,5206,Yes,High School or below,Male,Yes,Married,13,\N,2,1,89,Others,53,FL,200,175,No,No,0.75,3537,707,0,2015,1 -29,221378,0,0.01,4251013720,5206,Yes,High School or below,Male,Yes,Married,13,\N,2,1,89,Others,53,FL,200,175,No,No,0.75,4049,674,0,2015,2 -45,219407,0.02,0.03,4251023812,5207,Yes,High School or below,Male,Yes,Single,21,\N,1,7,29,Non-technology Related Job,413,MT,203,34,No,Yes,0.96,10398,649,0,2015,1 -45,219407,0.02,0.03,4251023812,5207,Yes,High School or below,Male,Yes,Single,21,\N,1,7,29,Non-technology Related Job,413,MT,203,34,No,Yes,0.96,2139,534,0,2015,2 -75,80307,0,0.03,4251086225,5208,Yes,High School or below,Female,No,Single,78,\N,2,5,48,Others,86,NE,400,49,No,No,0.42,3928,785,0,2015,1 -75,80307,0,0.03,4251086225,5208,Yes,High School or below,Female,No,Single,78,\N,2,5,48,Others,86,NE,400,49,No,No,0.42,3780,472,0,2015,2 -23,78336,0.02,0.01,4251053870,5209,No,Bachelor or equivalent,Female,Yes,Married,86,\N,1,2,88,Non-technology Related Job,446,UT,403,159,No,No,0.63,5449,681,0,2015,1 -23,78336,0.02,0.01,4251053870,5209,No,Bachelor or equivalent,Female,Yes,Married,86,\N,1,2,88,Non-technology Related Job,446,UT,403,159,No,No,0.63,4393,1098,0,2015,2 -54,189236,0,0.01,4251084659,5210,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,2,0,7,Others,118,VA,100,174,No,No,0.09,4552,1138,0,2015,1 -54,189236,0,0.01,4251084659,5210,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,2,0,7,Others,118,VA,100,174,No,No,0.09,2260,753,0,2015,2 -70,187265,0.02,0.03,4251048066,5211,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,0,5,47,Non-technology Related Job,478,IL,104,34,No,No,0.3,2269,453,0,2015,1 -70,187265,0.02,0.03,4251048066,5211,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,0,5,47,Non-technology Related Job,478,IL,104,34,No,No,0.3,3428,571,0,2015,2 -70,187265,0.02,0.03,4251048066,5211,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,0,5,47,Non-technology Related Job,478,IL,104,34,No,No,0.3,132,132,0,2015,3 -32,48166,0,0.03,4251089360,5212,Yes,Master or equivalent,Male,Yes,Married,89,\N,2,3,65,Others,151,IA,301,49,No,No,0.75,4670,934,0,2015,1 -32,48166,0,0.03,4251089360,5212,Yes,Master or equivalent,Male,Yes,Married,89,\N,2,3,65,Others,151,IA,301,49,No,No,0.75,2913,728,0,2015,2 -48,46195,0.02,0.01,4251022963,5213,Yes,High School or below,Male,Yes,Single,97,\N,0,0,6,Non-technology Related Job,11,NY,304,159,No,No,0.97,1568,392,0,2015,1 -48,46195,0.02,0.01,4251022963,5213,Yes,High School or below,Male,Yes,Single,97,\N,0,0,6,Non-technology Related Job,11,NY,304,159,No,No,0.97,2122,530,0,2015,2 -78,157095,0.01,0.01,4251014956,5214,Yes,High School or below,Female,Yes,Single,35,\N,1,6,24,Others,183,NC,1,174,No,No,0.42,6552,936,0,2015,1 -78,157095,0.01,0.01,4251014956,5214,Yes,High School or below,Female,Yes,Single,35,\N,1,6,24,Others,183,NC,1,174,No,No,0.42,5684,710,0,2015,2 -26,155124,0.03,0.03,4251056068,5215,Yes,High School or below,Female,Yes,Single,42,\N,0,3,65,Non-technology Related Job,43,WY,4,34,No,No,0.63,4662,932,0,2015,1 -26,155124,0.03,0.03,4251056068,5215,Yes,High School or below,Female,Yes,Single,42,\N,0,3,65,Non-technology Related Job,43,WY,4,34,No,No,0.63,813,406,0,2015,2 -26,155124,0.03,0.03,4251056068,5215,Yes,High School or below,Female,Yes,Single,42,\N,0,3,65,Non-technology Related Job,43,WY,4,34,No,No,0.63,78,78,0,2015,3 -56,16024,0.01,0.03,4251088537,5216,Yes,High School or below,Male,Yes,Single,100,\N,1,1,83,Others,216,AK,201,49,No,No,0.09,3846,549,0,2015,1 -56,16024,0.01,0.03,4251088537,5216,Yes,High School or below,Male,Yes,Single,100,\N,1,1,83,Others,216,AK,201,49,No,No,0.09,1653,413,0,2015,2 -56,16024,0.01,0.03,4251088537,5216,Yes,High School or below,Male,Yes,Single,100,\N,1,1,83,Others,216,AK,201,49,No,No,0.09,1011,1011,0,2015,3 -72,14053,0.03,0.01,4251046282,5217,Yes,High School or below,Female,No,Married,107,\N,0,6,24,Non-technology Related Job,76,ME,205,159,No,No,0.3,957,319,0,2015,1 -72,14053,0.03,0.01,4251046282,5217,Yes,High School or below,Female,No,Married,107,\N,0,6,24,Non-technology Related Job,76,ME,205,159,No,No,0.3,7642,694,0,2015,2 -35,124954,0.01,0.01,4251099844,5218,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,1,4,42,Others,248,MA,401,174,No,No,0.76,1088,272,0,2015,1 -35,124954,0.01,0.01,4251099844,5218,Yes,Bachelor or equivalent,Male,Yes,Married,45,\N,1,4,42,Others,248,MA,401,174,No,No,0.76,1546,515,0,2015,2 -51,122983,0.03,0.03,4251018159,5219,Yes,Bachelor or equivalent,Male,Yes,Single,53,\N,3,1,83,Non-technology Related Job,108,PA,405,34,No,No,0.97,2410,602,0,2015,1 -51,122983,0.03,0.03,4251018159,5219,Yes,Bachelor or equivalent,Male,Yes,Single,53,\N,3,1,83,Non-technology Related Job,108,PA,405,34,No,No,0.97,899,899,0,2015,2 -13,233883,0.01,0.03,4251097538,5220,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,1,7,1,Others,281,RI,102,49,No,No,0.42,4403,733,1,2015,1 -13,233883,0.01,0.03,4251097538,5220,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,1,7,1,Others,281,RI,102,49,No,No,0.42,3438,859,1,2015,2 -29,231912,0.03,0.01,4251084965,5221,Yes,PhD or equivalent,Male,Yes,Single,118,\N,3,4,42,Non-technology Related Job,141,CO,105,159,No,No,0.63,4638,773,0,2015,1 -29,231912,0.03,0.01,4251084965,5221,Yes,PhD or equivalent,Male,Yes,Single,118,\N,3,4,42,Non-technology Related Job,141,CO,105,159,No,No,0.63,10793,830,0,2015,2 -59,92812,0.02,0.01,4251019812,5222,Yes,High School or below,Female,No,Single,56,\N,0,2,60,Others,313,DE,302,174,Yes,Yes,0.09,5290,529,0,2015,1 -59,92812,0.02,0.01,4251019812,5222,Yes,High School or below,Female,No,Single,56,\N,0,2,60,Others,313,DE,302,174,Yes,Yes,0.09,2934,733,0,2015,2 -59,92812,0.02,0.01,4251019812,5222,Yes,High School or below,Female,No,Single,56,\N,0,2,60,Others,313,DE,302,174,Yes,Yes,0.09,570,570,0,2015,3 -75,90841,0.04,0.03,4251084276,5223,Yes,High School or below,Female,No,Married,64,\N,3,7,1,Non-technology Related Job,174,MO,305,34,No,No,0.3,7710,856,0,2015,1 -75,90841,0.04,0.03,4251084276,5223,Yes,High School or below,Female,No,Married,64,\N,3,7,1,Non-technology Related Job,174,MO,305,34,No,No,0.3,2117,1058,0,2015,2 -38,201742,0.02,0.03,4251035058,5224,Yes,High School or below,Male,Yes,Married,2,\N,0,5,19,Others,346,NE,2,49,No,No,0.76,3405,681,0,2015,1 -38,201742,0.02,0.03,4251035058,5224,Yes,High School or below,Male,Yes,Married,2,\N,0,5,19,Others,346,NE,2,49,No,No,0.76,10094,917,0,2015,2 -53,199771,0.04,0.01,4251088190,5225,Yes,High School or below,Male,Yes,Married,9,\N,2,3,59,Non-technology Related Job,206,UT,6,159,No,No,0.97,470,470,0,2015,1 -53,199771,0.04,0.01,4251088190,5225,Yes,High School or below,Male,Yes,Married,9,\N,2,3,59,Non-technology Related Job,206,UT,6,159,No,No,0.97,3097,619,0,2015,2 -16,60671,0.02,0.01,4251093752,5226,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,0,0,78,Others,379,VT,203,174,No,No,0.42,9414,855,0,2015,1 -16,60671,0.02,0.01,4251093752,5226,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,0,0,78,Others,379,VT,203,174,No,No,0.42,4045,809,0,2015,2 -32,58700,0.04,0.03,4251082928,5227,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,2,6,18,Non-technology Related Job,239,ID,206,34,No,No,0.64,3224,644,0,2015,1 -32,58700,0.04,0.03,4251082928,5227,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,2,6,18,Non-technology Related Job,239,ID,206,34,No,No,0.64,6846,760,0,2015,2 -62,169601,0.02,0.03,4251078159,5228,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,3,37,Others,411,IN,403,49,No,No,0.09,2252,1126,0,2015,1 -62,169601,0.02,0.03,4251078159,5228,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,3,37,Others,411,IN,403,49,No,No,0.09,3818,763,0,2015,2 -78,167630,0.05,0.01,4251069772,5229,Yes,Master or equivalent,Female,Yes,Married,20,\N,2,1,77,Non-technology Related Job,271,NM,406,159,No,Yes,0.3,4589,917,0,2015,1 -78,167630,0.05,0.01,4251069772,5229,Yes,Master or equivalent,Female,Yes,Married,20,\N,2,1,77,Non-technology Related Job,271,NM,406,159,No,Yes,0.3,3810,762,0,2015,2 -40,28530,0.03,0.01,4251011702,5230,Yes,PhD or equivalent,Male,Yes,Single,78,\N,3,6,96,Others,444,NC,103,174,No,No,0.76,5653,1130,1,2015,1 -40,28530,0.03,0.01,4251011702,5230,Yes,PhD or equivalent,Male,Yes,Single,78,\N,3,6,96,Others,444,NC,103,174,No,No,0.76,5062,506,1,2015,2 -56,26559,0.05,0.03,4251085808,5231,Yes,High School or below,Male,No,Married,85,\N,2,4,36,Non-technology Related Job,304,WY,107,34,No,No,0.97,2174,724,0,2015,1 -56,26559,0.05,0.03,4251085808,5231,Yes,High School or below,Male,No,Married,85,\N,2,4,36,Non-technology Related Job,304,WY,107,34,No,No,0.97,3176,529,0,2015,2 -19,137459,0.03,0.03,4251054936,5232,Yes,High School or below,Female,Yes,Married,23,\N,3,1,55,Others,476,AL,304,49,No,No,0.43,3110,777,0,2015,1 -19,137459,0.03,0.03,4251054936,5232,Yes,High School or below,Female,Yes,Married,23,\N,3,1,55,Others,476,AL,304,49,No,No,0.43,2762,920,0,2015,2 -34,135488,0.05,0.01,4251068292,5233,Yes,High School or below,Male,Yes,Single,31,\N,1,7,95,Non-technology Related Job,336,LA,307,159,No,No,0.64,8057,1151,0,2015,1 -34,135488,0.05,0.01,4251068292,5233,Yes,High School or below,Male,Yes,Single,31,\N,1,7,95,Non-technology Related Job,336,LA,307,159,No,No,0.64,2535,633,0,2015,2 -65,246389,0.03,0.01,4251098045,5234,Yes,High School or below,Female,Yes,Single,88,\N,3,4,14,Others,9,MD,4,174,No,No,0.09,2146,536,0,2015,1 -65,246389,0.03,0.01,4251098045,5234,Yes,High School or below,Female,Yes,Single,88,\N,3,4,14,Others,9,MD,4,174,No,No,0.09,4041,505,0,2015,2 -65,246389,0.03,0.01,4251098045,5234,Yes,High School or below,Female,Yes,Single,88,\N,3,4,14,Others,9,MD,4,174,No,No,0.09,1388,1388,0,2015,3 -13,244418,0.05,0.03,4251095737,5235,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,1,2,54,Non-technology Related Job,369,OR,7,34,No,No,0.3,4714,589,1,2015,1 -13,244418,0.05,0.03,4251095737,5235,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,1,2,54,Non-technology Related Job,369,OR,7,34,No,No,0.3,3959,791,1,2015,2 -13,244418,0.05,0.03,4251095737,5235,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,1,2,54,Non-technology Related Job,369,OR,7,34,No,No,0.3,624,624,1,2015,3 -43,105318,0.03,0.03,4251039084,5236,Yes,Bachelor or equivalent,Male,No,Single,34,\N,2,0,73,Others,41,RI,204,49,No,No,0.76,4695,670,0,2015,1 -43,105318,0.03,0.03,4251039084,5236,Yes,Bachelor or equivalent,Male,No,Single,34,\N,2,0,73,Others,41,RI,204,49,No,No,0.76,8233,748,0,2015,2 -43,105318,0.03,0.03,4251039084,5236,Yes,Bachelor or equivalent,Male,No,Single,34,\N,2,0,73,Others,41,RI,204,49,No,No,0.76,34,34,0,2015,3 -59,103347,0.06,0.01,4251085746,5237,Yes,Master or equivalent,Male,No,Married,41,\N,1,5,13,Non-technology Related Job,401,CO,208,159,No,No,0.97,5026,558,0,2015,1 -59,103347,0.06,0.01,4251085746,5237,Yes,Master or equivalent,Male,No,Married,41,\N,1,5,13,Non-technology Related Job,401,CO,208,159,No,No,0.97,5378,896,0,2015,2 -21,214247,0.04,0.01,4251080472,5238,Yes,Master or equivalent,Female,Yes,Married,99,\N,2,3,32,Others,74,CT,405,174,No,No,0.43,1946,648,0,2015,1 -21,214247,0.04,0.01,4251080472,5238,Yes,Master or equivalent,Female,Yes,Married,99,\N,2,3,32,Others,74,CT,405,174,No,No,0.43,4679,779,0,2015,2 -37,212276,0.06,0.03,4251072436,5239,Yes,High School or below,Male,Yes,Single,107,\N,1,0,72,Non-technology Related Job,434,MS,408,34,No,No,0.64,790,263,0,2015,1 -37,212276,0.06,0.03,4251072436,5239,Yes,High School or below,Male,Yes,Single,107,\N,1,0,72,Non-technology Related Job,434,MS,408,34,No,No,0.64,1421,355,0,2015,2 -68,73177,0.04,0.03,4251029407,5240,Yes,High School or below,Female,Yes,Married,45,\N,2,6,90,Others,106,MT,105,49,No,No,0.09,3564,712,0,2015,1 -68,73177,0.04,0.03,4251029407,5240,Yes,High School or below,Female,Yes,Married,45,\N,2,6,90,Others,106,MT,105,49,No,No,0.09,4036,1009,0,2015,2 -68,73177,0.04,0.03,4251029407,5240,Yes,High School or below,Female,Yes,Married,45,\N,2,6,90,Others,106,MT,105,49,No,No,0.09,858,858,0,2015,3 -16,71206,0.06,0.01,4251008916,5241,Yes,High School or below,Female,Yes,Single,52,\N,0,3,31,Non-technology Related Job,467,TX,108,159,No,No,0.3,4775,682,0,2015,1 -16,71206,0.06,0.01,4251008916,5241,Yes,High School or below,Female,Yes,Single,52,\N,0,3,31,Non-technology Related Job,467,TX,108,159,No,No,0.3,4817,688,0,2015,2 -46,182106,0.04,0.01,4251052781,5242,Yes,High School or below,Male,No,Single,110,\N,1,1,49,Others,139,VT,305,174,No,No,0.76,4826,603,0,2015,1 -46,182106,0.04,0.01,4251052781,5242,Yes,High School or below,Male,No,Single,110,\N,1,1,49,Others,139,VT,305,174,No,No,0.76,3135,783,0,2015,2 -62,180135,0.06,0.03,4251025563,5243,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,0,6,90,Non-technology Related Job,499,ID,308,34,No,No,0.97,4044,577,0,2015,1 -62,180135,0.06,0.03,4251025563,5243,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,0,6,90,Non-technology Related Job,499,ID,308,34,No,No,0.97,1690,563,0,2015,2 -62,180135,0.06,0.03,4251025563,5243,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,0,6,90,Non-technology Related Job,499,ID,308,34,No,No,0.97,1273,1273,0,2015,3 -24,41036,0.04,0.03,4251009949,5244,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,1,4,8,Others,172,IL,5,49,No,Yes,0.43,2059,514,0,2015,1 -24,41036,0.04,0.03,4251009949,5244,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,1,4,8,Others,172,IL,5,49,No,Yes,0.43,4214,702,0,2015,2 -24,41036,0.04,0.03,4251009949,5244,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,1,4,8,Others,172,IL,5,49,No,Yes,0.43,749,749,0,2015,3 -40,39064,0.07,0.01,4251031804,5245,Yes,Master or equivalent,Male,Yes,Married,63,\N,0,1,49,Non-technology Related Job,32,NJ,9,159,No,No,0.64,2428,1214,0,2015,1 -40,39064,0.07,0.01,4251031804,5245,Yes,Master or equivalent,Male,Yes,Married,63,\N,0,1,49,Non-technology Related Job,32,NJ,9,159,No,No,0.64,5170,861,0,2015,2 -70,149965,0.05,0.01,4251086236,5246,Yes,Master or equivalent,Female,Yes,Married,1,\N,1,7,67,Others,204,NY,206,174,No,No,0.1,2107,421,0,2015,1 -70,149965,0.05,0.01,4251086236,5246,Yes,Master or equivalent,Female,Yes,Married,1,\N,1,7,67,Others,204,NY,206,174,No,No,0.1,5328,888,0,2015,2 -18,147994,0.07,0.03,4251022434,5247,Yes,High School or below,Female,Yes,Single,8,\N,3,4,8,Others,64,WI,209,34,Yes,No,0.31,6035,603,0,2015,1 -18,147994,0.07,0.03,4251022434,5247,Yes,High School or below,Female,Yes,Single,8,\N,3,4,8,Others,64,WI,209,34,Yes,No,0.31,5688,1137,0,2015,2 -49,8894,0.05,0.03,4251011937,5248,Yes,High School or below,Male,Yes,Single,66,\N,1,2,26,Others,237,AL,406,49,No,No,0.76,3786,757,0,2015,1 -49,8894,0.05,0.03,4251011937,5248,Yes,High School or below,Male,Yes,Single,66,\N,1,2,26,Others,237,AL,406,49,No,No,0.76,4440,888,0,2015,2 -65,6923,0.07,0.01,4251068680,5249,Yes,High School or below,Female,Yes,Married,74,\N,3,7,67,Others,97,LA,409,159,No,No,0.97,4028,805,0,2015,1 -65,6923,0.07,0.01,4251068680,5249,Yes,High School or below,Female,Yes,Married,74,\N,3,7,67,Others,97,LA,409,159,No,No,0.97,3994,798,0,2015,2 -27,117824,0.05,0.01,4251079523,5250,Yes,High School or below,Female,No,Single,12,\N,0,5,85,Others,269,ME,106,174,No,No,0.43,4598,766,0,2015,1 -27,117824,0.05,0.01,4251079523,5250,Yes,High School or below,Female,No,Single,12,\N,0,5,85,Others,269,ME,106,174,No,No,0.43,5882,840,0,2015,2 -43,115853,0.07,0.03,4251057019,5251,Yes,Bachelor or equivalent,Male,No,Married,19,\N,3,2,26,Others,129,OK,110,34,No,Yes,0.64,4524,646,0,2015,1 -43,115853,0.07,0.03,4251057019,5251,Yes,Bachelor or equivalent,Male,No,Married,19,\N,3,2,26,Others,129,OK,110,34,No,Yes,0.64,5731,818,0,2015,2 -43,115853,0.07,0.03,4251057019,5251,Yes,Bachelor or equivalent,Male,No,Married,19,\N,3,2,26,Others,129,OK,110,34,No,Yes,0.64,361,361,0,2015,3 -73,226753,0.06,0.03,4251038668,5252,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,0,0,44,Others,302,PA,307,49,No,No,0.1,3643,520,0,2015,1 -73,226753,0.06,0.03,4251038668,5252,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,0,0,44,Others,302,PA,307,49,No,No,0.1,1179,589,0,2015,2 -21,224782,0,0.01,4251071357,5253,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,3,6,84,Others,162,CA,310,159,No,No,0.31,4605,767,0,2015,1 -21,224782,0,0.01,4251071357,5253,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,3,6,84,Others,162,CA,310,159,No,No,0.31,2323,580,0,2015,2 -52,85682,0.06,0.01,4251080447,5254,Yes,Master or equivalent,Male,Yes,Single,22,\N,0,3,3,Others,334,CT,7,174,No,No,0.76,1611,805,0,2015,1 -52,85682,0.06,0.01,4251080447,5254,Yes,Master or equivalent,Male,Yes,Single,22,\N,0,3,3,Others,334,CT,7,174,No,No,0.76,4417,736,0,2015,2 -67,83711,0,0.03,4251044689,5255,Yes,High School or below,Female,Yes,Single,30,\N,2,1,43,Others,194,MS,10,34,No,No,0.97,5116,730,0,2015,1 -67,83711,0,0.03,4251044689,5255,Yes,High School or below,Female,Yes,Single,30,\N,2,1,43,Others,194,MS,10,34,No,No,0.97,2252,450,0,2015,2 -67,83711,0,0.03,4251044689,5255,Yes,High School or below,Female,Yes,Single,30,\N,2,1,43,Others,194,MS,10,34,No,No,0.97,1001,1001,0,2015,3 -30,194612,0.06,0.03,4251098883,5256,Yes,High School or below,Male,No,Single,88,\N,0,6,62,Others,367,MT,207,49,No,No,0.43,4520,645,0,2015,1 -30,194612,0.06,0.03,4251098883,5256,Yes,High School or below,Male,No,Single,88,\N,0,6,62,Others,367,MT,207,49,No,No,0.43,3052,436,0,2015,2 -46,192641,0,0.01,4251011305,5257,Yes,High School or below,Male,Yes,Married,95,\N,2,4,2,Others,227,TN,211,159,No,No,0.64,3234,646,0,2015,1 -46,192641,0,0.01,4251011305,5257,Yes,High School or below,Male,Yes,Married,95,\N,2,4,2,Others,227,TN,211,159,No,No,0.64,8793,799,0,2015,2 -76,53541,0.06,0.01,4251056456,5258,No,High School or below,Female,Yes,Married,33,\N,3,1,21,Others,399,UT,408,174,No,No,0.1,50,50,0,2015,1 -76,53541,0.06,0.01,4251056456,5258,No,High School or below,Female,Yes,Married,33,\N,3,1,21,Others,399,UT,408,174,No,No,0.1,2612,870,0,2015,2 -24,51570,0,0.03,4251094047,5259,Yes,High School or below,Female,Yes,Single,41,\N,2,7,61,Others,260,HI,411,34,No,No,0.31,975,975,0,2015,1 -24,51570,0,0.03,4251094047,5259,Yes,High School or below,Female,Yes,Single,41,\N,2,7,61,Others,260,HI,411,34,No,No,0.31,4126,687,0,2015,2 -54,162470,0.07,0.03,4251019537,5260,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,3,4,80,Others,432,IL,108,49,No,No,0.76,2994,598,0,2015,1 -54,162470,0.07,0.03,4251019537,5260,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,3,4,80,Others,432,IL,108,49,No,No,0.76,4197,839,0,2015,2 -70,160499,0.01,0.01,4251086005,5261,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,2,2,20,Others,292,NJ,111,159,No,No,0.98,5854,975,0,2015,1 -70,160499,0.01,0.01,4251086005,5261,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,2,2,20,Others,292,NJ,111,159,No,No,0.98,4725,675,0,2015,2 -33,21400,0.07,0.01,4251048144,5262,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,3,7,39,Others,465,NY,308,174,No,No,0.43,4939,705,0,2015,1 -33,21400,0.07,0.01,4251048144,5262,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,3,7,39,Others,465,NY,308,174,No,No,0.43,3724,744,0,2015,2 -48,19429,0.01,0.03,4251021201,5263,Yes,PhD or equivalent,Male,Yes,Married,51,\N,1,5,79,Others,325,WV,312,34,No,No,0.64,5636,704,0,2015,1 -48,19429,0.01,0.03,4251021201,5263,Yes,PhD or equivalent,Male,Yes,Married,51,\N,1,5,79,Others,325,WV,312,34,No,No,0.64,3485,871,0,2015,2 -79,130329,0.07,0.03,4251031279,5264,Yes,High School or below,Female,Yes,Married,109,\N,2,3,98,Others,497,WY,8,49,Yes,No,0.1,8554,777,0,2015,1 -79,130329,0.07,0.03,4251031279,5264,Yes,High School or below,Female,Yes,Married,109,\N,2,3,98,Others,497,WY,8,49,Yes,No,0.1,3276,655,0,2015,2 -27,128358,0.01,0.01,4251094455,5265,Yes,High School or below,Female,No,Single,117,\N,1,0,38,Others,357,KY,12,159,No,No,0.31,6875,859,0,2015,1 -27,128358,0.01,0.01,4251094455,5265,Yes,High School or below,Female,No,Single,117,\N,1,0,38,Others,357,KY,12,159,No,No,0.31,3501,875,0,2015,2 -27,128358,0.01,0.01,4251094455,5265,Yes,High School or below,Female,No,Single,117,\N,1,0,38,Others,357,KY,12,159,No,No,0.31,1315,1315,0,2015,3 -57,239259,0.07,0.01,4251073151,5266,Yes,High School or below,Male,Yes,Married,55,\N,2,6,57,Others,30,ME,209,174,No,Yes,0.77,7099,887,0,2015,1 -57,239259,0.07,0.01,4251073151,5266,Yes,High School or below,Male,Yes,Married,55,\N,2,6,57,Others,30,ME,209,174,No,Yes,0.77,5144,857,0,2015,2 -73,237288,0.01,0.03,4251060668,5267,Yes,High School or below,Female,Yes,Single,62,\N,1,3,97,Others,390,OK,212,34,No,No,0.98,5144,857,0,2015,1 -73,237288,0.01,0.03,4251060668,5267,Yes,High School or below,Female,Yes,Single,62,\N,1,3,97,Others,390,OK,212,34,No,No,0.98,4315,863,0,2015,2 -35,98188,0,0.03,4251099820,5268,Yes,High School or below,Male,Yes,Single,0,\N,2,1,16,Others,62,PA,409,49,No,No,0.43,7205,800,0,2015,1 -35,98188,0,0.03,4251099820,5268,Yes,High School or below,Male,Yes,Single,0,\N,2,1,16,Others,62,PA,409,49,No,No,0.43,2817,563,0,2015,2 -51,96217,0.02,0.01,4251015068,5269,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,0,6,56,Others,422,AR,412,159,No,No,0.64,4139,1034,0,2015,1 -51,96217,0.02,0.01,4251015068,5269,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,0,6,56,Others,422,AR,412,159,No,No,0.64,2676,669,0,2015,2 -14,207117,0,0.01,4251043867,5270,Yes,Bachelor or equivalent,Female,No,Married,65,\N,2,4,74,Others,95,CO,109,174,No,No,0.1,4913,818,0,2015,1 -14,207117,0,0.01,4251043867,5270,Yes,Bachelor or equivalent,Female,No,Married,65,\N,2,4,74,Others,95,CO,109,174,No,No,0.1,2284,571,0,2015,2 -30,205146,0.02,0.03,4251057502,5271,Yes,Master or equivalent,Female,Yes,Married,73,\N,0,1,15,Others,455,MN,113,34,No,No,0.31,2667,666,0,2015,1 -30,205146,0.02,0.03,4251057502,5271,Yes,Master or equivalent,Female,Yes,Married,73,\N,0,1,15,Others,455,MN,113,34,No,No,0.31,2449,408,0,2015,2 -60,66047,0,0.03,4251072890,5272,Yes,PhD or equivalent,Male,Yes,Married,11,\N,1,7,33,Others,127,MO,310,49,No,No,0.77,1593,318,0,2015,1 -60,66047,0,0.03,4251072890,5272,Yes,PhD or equivalent,Male,Yes,Married,11,\N,1,7,33,Others,127,MO,310,49,No,No,0.77,2906,363,0,2015,2 -76,64076,0.02,0.01,4251087380,5273,Yes,High School or below,Female,Yes,Single,18,\N,0,4,74,Others,487,TN,313,159,No,Yes,0.98,2385,1192,0,2015,1 -76,64076,0.02,0.01,4251087380,5273,Yes,High School or below,Female,Yes,Single,18,\N,0,4,74,Others,487,TN,313,159,No,Yes,0.98,1670,334,0,2015,2 -38,174976,0,0.01,4251052925,5274,Yes,High School or below,Male,Yes,Single,76,\N,1,2,92,Others,160,UT,10,174,No,No,0.43,5414,773,0,2015,1 -38,174976,0,0.01,4251052925,5274,Yes,High School or below,Male,Yes,Single,76,\N,1,2,92,Others,160,UT,10,174,No,No,0.43,2697,899,0,2015,2 -38,174976,0,0.01,4251052925,5274,Yes,High School or below,Male,Yes,Single,76,\N,1,2,92,Others,160,UT,10,174,No,No,0.43,1177,1177,0,2015,3 -54,173005,0.02,0.03,4251030452,5275,Yes,High School or below,Male,Yes,Married,84,\N,0,7,33,Others,20,GA,13,34,No,No,0.65,2835,708,0,2015,1 -54,173005,0.02,0.03,4251030452,5275,Yes,High School or below,Male,Yes,Married,84,\N,0,7,33,Others,20,GA,13,34,No,No,0.65,2365,591,0,2015,2 -54,173005,0.02,0.03,4251030452,5275,Yes,High School or below,Male,Yes,Married,84,\N,0,7,33,Others,20,GA,13,34,No,No,0.65,807,807,0,2015,3 -16,33905,0.01,0.03,4251051855,5276,Yes,High School or below,Female,Yes,Single,22,\N,1,5,51,Others,192,ID,210,49,No,No,0.1,3456,691,0,2015,1 -16,33905,0.01,0.03,4251051855,5276,Yes,High School or below,Female,Yes,Single,22,\N,1,5,51,Others,192,ID,210,49,No,No,0.1,3839,639,0,2015,2 -16,33905,0.01,0.03,4251051855,5276,Yes,High School or below,Female,Yes,Single,22,\N,1,5,51,Others,192,ID,210,49,No,No,0.1,217,217,0,2015,3 -32,31934,0.03,0.01,4251063844,5277,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,3,2,92,Others,53,NH,214,159,No,No,0.31,2286,762,0,2015,1 -32,31934,0.03,0.01,4251063844,5277,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,3,2,92,Others,53,NH,214,159,No,No,0.31,3722,1240,0,2015,2 -63,142835,0.01,0.01,4251055534,5278,Yes,Bachelor or equivalent,Male,Yes,Married,87,\N,1,0,10,Others,225,NM,411,174,No,No,0.77,3064,1021,0,2015,1 -63,142835,0.01,0.01,4251055534,5278,Yes,Bachelor or equivalent,Male,Yes,Married,87,\N,1,0,10,Others,225,NM,411,174,No,No,0.77,3483,696,0,2015,2 -79,140864,0.03,0.03,4251017346,5279,Yes,Master or equivalent,Female,No,Single,94,\N,3,5,51,Others,85,WV,414,34,No,No,0.98,2303,575,0,2015,1 -79,140864,0.03,0.03,4251017346,5279,Yes,Master or equivalent,Female,No,Single,94,\N,3,5,51,Others,85,WV,414,34,No,No,0.98,5589,798,0,2015,2 -41,1764,0.01,0.03,4251080605,5280,Yes,Master or equivalent,Male,Yes,Single,32,\N,0,3,69,Others,258,WY,111,49,No,No,0.44,5320,591,0,2015,1 -41,1764,0.01,0.03,4251080605,5280,Yes,Master or equivalent,Male,Yes,Single,32,\N,0,3,69,Others,258,WY,111,49,No,No,0.44,766,383,0,2015,2 -41,1764,0.01,0.03,4251080605,5280,Yes,Master or equivalent,Male,Yes,Single,32,\N,0,3,69,Others,258,WY,111,49,No,No,0.44,599,599,0,2015,3 -57,249793,0.03,0.01,4251040640,5281,Yes,High School or below,Male,Yes,Single,40,\N,3,0,10,Others,118,KS,114,159,No,No,0.65,1629,407,0,2015,1 -19,110694,0.01,0.01,4251070584,5282,Yes,High School or below,Female,Yes,Single,98,\N,0,6,28,Others,290,LA,311,174,No,No,0.1,2588,862,0,2015,1 -19,110694,0.01,0.01,4251070584,5282,Yes,High School or below,Female,Yes,Single,98,\N,0,6,28,Others,290,LA,311,174,No,No,0.1,2695,898,0,2015,2 -35,108722,0.03,0.03,4251039520,5283,Yes,High School or below,Male,Yes,Married,105,\N,2,4,68,Others,150,OH,315,34,No,No,0.31,7253,906,0,2015,1 -35,108722,0.03,0.03,4251039520,5283,Yes,High School or below,Male,Yes,Married,105,\N,2,4,68,Others,150,OH,315,34,No,No,0.31,5325,887,0,2015,2 -66,219623,0.02,0.03,4251049291,5284,Yes,High School or below,Female,No,Married,43,\N,0,1,87,Others,323,OR,12,49,No,No,0.77,2548,1274,0,2015,1 -66,219623,0.02,0.03,4251049291,5284,Yes,High School or below,Female,No,Married,43,\N,0,1,87,Others,323,OR,12,49,No,No,0.77,2770,554,0,2015,2 -13,217652,0.04,0.01,4251026579,5285,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,2,7,27,Others,183,AR,15,159,No,No,0.98,7189,898,0,2015,1 -13,217652,0.04,0.01,4251026579,5285,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,2,7,27,Others,183,AR,15,159,No,No,0.98,959,959,0,2015,2 -44,78552,0.02,0.01,4251049434,5286,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,3,4,46,Others,355,CO,212,174,No,No,0.44,3765,470,0,2015,1 -44,78552,0.02,0.01,4251049434,5286,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,3,4,46,Others,355,CO,212,174,No,No,0.44,2212,737,0,2015,2 -60,76581,0.04,0.03,4251047361,5287,Yes,Master or equivalent,Male,Yes,Single,116,\N,2,2,86,Others,215,MN,215,34,No,No,0.65,5548,792,0,2015,1 -60,76581,0.04,0.03,4251047361,5287,Yes,Master or equivalent,Male,Yes,Single,116,\N,2,2,86,Others,215,MN,215,34,No,No,0.65,2141,713,0,2015,2 -22,187482,0.02,0.03,4251009456,5288,Yes,Master or equivalent,Female,Yes,Single,54,\N,3,7,5,Others,388,MS,412,49,No,Yes,0.1,3054,763,0,2015,1 -22,187482,0.02,0.03,4251009456,5288,Yes,Master or equivalent,Female,Yes,Single,54,\N,3,7,5,Others,388,MS,412,49,No,Yes,0.1,711,711,0,2015,2 -38,185511,0.04,0.01,4251045278,5289,Yes,High School or below,Male,Yes,Married,61,\N,2,5,45,Others,248,SD,415,159,Yes,No,0.31,3625,906,0,2015,1 -38,185511,0.04,0.01,4251045278,5289,Yes,High School or below,Male,Yes,Married,61,\N,2,5,45,Others,248,SD,415,159,Yes,No,0.31,1647,823,0,2015,2 -38,185511,0.04,0.01,4251045278,5289,Yes,High School or below,Male,Yes,Married,61,\N,2,5,45,Others,248,SD,415,159,Yes,No,0.31,222,222,0,2015,3 -68,46411,0.02,0.01,4251018586,5290,Yes,High School or below,Female,Yes,Married,119,\N,3,2,64,Others,420,TX,112,174,No,No,0.77,3268,544,0,2015,1 -68,46411,0.02,0.01,4251018586,5290,Yes,High School or below,Female,Yes,Married,119,\N,3,2,64,Others,420,TX,112,174,No,No,0.77,3027,1009,0,2015,2 -16,44440,0.04,0.02,4251097278,5291,Yes,High School or below,Female,Yes,Married,7,\N,1,0,4,Others,280,GA,116,34,No,No,0.98,3150,1050,1,2015,1 -16,44440,0.04,0.02,4251097278,5291,Yes,High School or below,Female,Yes,Married,7,\N,1,0,4,Others,280,GA,116,34,No,No,0.98,3032,758,1,2015,2 -47,155340,0.03,0.03,4251029233,5292,Yes,High School or below,Male,Yes,Married,65,\N,3,5,23,Others,453,ID,313,49,No,No,0.44,2760,460,0,2015,1 -47,155340,0.03,0.03,4251029233,5292,Yes,High School or below,Male,Yes,Married,65,\N,3,5,23,Others,453,ID,313,49,No,No,0.44,938,312,0,2015,2 -62,153369,0.05,0,4251048571,5293,Yes,Bachelor or equivalent,Male,No,Single,72,\N,1,3,63,Others,313,NH,316,159,No,No,0.65,6327,790,0,2015,1 -62,153369,0.05,0,4251048571,5293,Yes,Bachelor or equivalent,Male,No,Single,72,\N,1,3,63,Others,313,NH,316,159,No,No,0.65,6146,878,0,2015,2 -25,14270,0.03,0.01,4251027692,5294,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,2,1,82,Others,485,NJ,13,174,No,No,0.11,5619,936,1,2015,1 -25,14270,0.03,0.01,4251027692,5294,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,2,1,82,Others,485,NJ,13,174,No,No,0.11,960,960,1,2015,2 -41,12299,0.05,0.02,4251039328,5295,Yes,Bachelor or equivalent,Male,Yes,Married,17,\N,1,6,22,Others,346,WA,16,34,No,Yes,0.32,3130,626,0,2015,1 -41,12299,0.05,0.02,4251039328,5295,Yes,Bachelor or equivalent,Male,Yes,Married,17,\N,1,6,22,Others,346,WA,16,34,No,Yes,0.32,1162,387,0,2015,2 -71,123199,0.03,0.03,4251047695,5296,Yes,Master or equivalent,Female,Yes,Single,75,\N,2,4,41,Technology Related Job,18,WI,213,49,No,No,0.77,6599,942,0,2015,1 -71,123199,0.03,0.03,4251047695,5296,Yes,Master or equivalent,Female,Yes,Single,75,\N,2,4,41,Technology Related Job,18,WI,213,49,No,No,0.77,2475,495,0,2015,2 -19,121228,0.05,0,4251008153,5297,Yes,PhD or equivalent,Female,Yes,Married,83,\N,1,1,81,Others,378,KS,217,159,No,No,0.98,4499,562,0,2015,1 -19,121228,0.05,0,4251008153,5297,Yes,PhD or equivalent,Female,Yes,Married,83,\N,1,1,81,Others,378,KS,217,159,No,No,0.98,3463,494,0,2015,2 -49,232128,0.03,0.01,4251016185,5298,Yes,High School or below,Male,No,Married,21,\N,2,7,99,Technology Related Job,51,LA,414,174,No,No,0.44,2634,878,0,2015,1 -49,232128,0.03,0.01,4251016185,5298,Yes,High School or below,Male,No,Married,21,\N,2,7,99,Technology Related Job,51,LA,414,174,No,No,0.44,5111,730,0,2015,2 -65,230157,0.05,0.02,4251028309,5299,Yes,High School or below,Male,No,Single,28,\N,0,4,40,Others,411,OH,417,34,No,No,0.65,3540,590,0,2015,1 -65,230157,0.05,0.02,4251028309,5299,Yes,High School or below,Male,No,Single,28,\N,0,4,40,Others,411,OH,417,34,No,No,0.65,1585,528,0,2015,2 -28,91058,0.04,0.03,4251012942,5300,Yes,High School or below,Female,Yes,Single,86,\N,2,2,58,Technology Related Job,83,OK,114,49,No,No,0.11,1769,589,0,2015,1 -28,91058,0.04,0.03,4251012942,5300,Yes,High School or below,Female,Yes,Single,86,\N,2,2,58,Technology Related Job,83,OK,114,49,No,No,0.11,3266,816,0,2015,2 -44,89087,0.06,0,4251074134,5301,Yes,High School or below,Male,Yes,Single,94,\N,0,7,99,Others,443,AZ,117,159,No,No,0.32,3925,981,0,2015,1 -44,89087,0.06,0,4251074134,5301,Yes,High School or below,Male,Yes,Single,94,\N,0,7,99,Others,443,AZ,117,159,No,No,0.32,4278,611,0,2015,2 -74,199987,0.04,0.01,4251094642,5302,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,1,5,17,Technology Related Job,116,CA,314,173,No,No,0.77,5329,532,0,2015,1 -74,199987,0.04,0.01,4251094642,5302,Yes,Bachelor or equivalent,Female,Yes,Single,32,\N,1,5,17,Technology Related Job,116,CA,314,173,No,No,0.77,5305,757,0,2015,2 -22,198016,0.06,0.02,4251030923,5303,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,0,2,58,Others,476,MI,318,33,No,No,0.98,1517,758,0,2015,1 -22,198016,0.06,0.02,4251030923,5303,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,0,2,58,Others,476,MI,318,33,No,No,0.98,5773,1154,0,2015,2 -52,58917,0.04,0.03,4251011894,5304,No,Bachelor or equivalent,Male,Yes,Married,97,\N,1,0,76,Technology Related Job,148,MS,15,48,No,No,0.44,1694,338,0,2015,1 -52,58917,0.04,0.03,4251011894,5304,No,Bachelor or equivalent,Male,Yes,Married,97,\N,1,0,76,Technology Related Job,148,MS,15,48,No,No,0.44,3770,628,0,2015,2 -52,58917,0.04,0.03,4251011894,5304,No,Bachelor or equivalent,Male,Yes,Married,97,\N,1,0,76,Technology Related Job,148,MS,15,48,No,No,0.44,883,883,0,2015,3 -68,56946,0.06,0,4251067540,5305,Yes,Master or equivalent,Male,Yes,Single,104,\N,3,5,17,Others,8,SD,18,158,No,No,0.65,3547,709,0,2015,1 -68,56946,0.06,0,4251067540,5305,Yes,Master or equivalent,Male,Yes,Single,104,\N,3,5,17,Others,8,SD,18,158,No,No,0.65,2363,787,0,2015,2 -30,167846,0.04,0.01,4251050289,5306,Yes,PhD or equivalent,Female,Yes,Married,42,\N,1,3,35,Technology Related Job,181,TN,215,173,No,No,0.11,3793,541,1,2015,1 -30,167846,0.04,0.01,4251050289,5306,Yes,PhD or equivalent,Female,Yes,Married,42,\N,1,3,35,Technology Related Job,181,TN,215,173,No,No,0.11,2214,738,1,2015,2 -46,165875,0.06,0.02,4251087291,5307,Yes,High School or below,Male,No,Single,50,\N,3,0,76,Others,41,FL,218,33,No,No,0.32,7936,881,0,2015,1 -46,165875,0.06,0.02,4251087291,5307,Yes,High School or below,Male,No,Single,50,\N,3,0,76,Others,41,FL,218,33,No,No,0.32,6898,862,0,2015,2 -77,26775,0.05,0.03,4251050069,5308,Yes,High School or below,Female,Yes,Single,108,\N,0,6,94,Technology Related Job,213,HI,415,48,No,No,0.77,5259,751,0,2015,1 -77,26775,0.05,0.03,4251050069,5308,Yes,High School or below,Female,Yes,Single,108,\N,0,6,94,Technology Related Job,213,HI,415,48,No,No,0.77,4901,816,0,2015,2 -25,24804,0.07,0,4251033725,5309,Yes,High School or below,Female,Yes,Married,115,\N,3,3,35,Others,73,NV,419,158,No,No,0.99,6004,750,0,2015,1 -25,24804,0.07,0,4251033725,5309,Yes,High School or below,Female,Yes,Married,115,\N,3,3,35,Others,73,NV,419,158,No,No,0.99,3296,824,0,2015,2 -55,135705,0.05,0.01,4251068055,5310,Yes,High School or below,Male,Yes,Married,53,\N,0,1,53,Technology Related Job,246,NJ,115,173,No,Yes,0.44,4336,722,0,2015,1 -55,135705,0.05,0.01,4251068055,5310,Yes,High School or below,Male,Yes,Married,53,\N,0,1,53,Technology Related Job,246,NJ,115,173,No,Yes,0.44,1270,423,0,2015,2 -71,133734,0.07,0.02,4251011363,5311,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,3,7,93,Others,106,WA,119,33,Yes,No,0.65,4947,989,0,2015,1 -71,133734,0.07,0.02,4251011363,5311,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,3,7,93,Others,106,WA,119,33,Yes,No,0.65,4205,841,0,2015,2 -33,244634,0.05,0.03,4251079888,5312,Yes,Bachelor or equivalent,Female,No,Married,118,\N,0,4,12,Technology Related Job,278,WV,316,48,No,No,0.11,5562,1112,0,2015,1 -33,244634,0.05,0.03,4251079888,5312,Yes,Bachelor or equivalent,Female,No,Married,118,\N,0,4,12,Technology Related Job,278,WV,316,48,No,No,0.11,3159,789,0,2015,2 -49,242663,0.07,0,4251036129,5313,Yes,Master or equivalent,Male,No,Single,6,\N,2,2,52,Others,139,IA,319,158,No,No,0.32,2906,726,0,2015,1 -49,242663,0.07,0,4251036129,5313,Yes,Master or equivalent,Male,No,Single,6,\N,2,2,52,Others,139,IA,319,158,No,No,0.32,5267,752,0,2015,2 -79,103563,0.05,0.01,4251041236,5314,Yes,Master or equivalent,Female,Yes,Single,64,\N,0,7,71,Technology Related Job,311,KY,16,173,No,No,0.78,4318,719,0,2015,1 -79,103563,0.05,0.01,4251041236,5314,Yes,Master or equivalent,Female,Yes,Single,64,\N,0,7,71,Technology Related Job,311,KY,16,173,No,No,0.78,4392,732,0,2015,2 -27,101592,0.07,0.02,4251093097,5315,Yes,High School or below,Female,Yes,Married,71,\N,2,5,11,Others,171,ND,19,33,No,No,0.99,4595,919,1,2015,1 -27,101592,0.07,0.02,4251093097,5315,Yes,High School or below,Female,Yes,Married,71,\N,2,5,11,Others,171,ND,19,33,No,No,0.99,415,415,1,2015,2 -58,212493,0.06,0.03,4251099058,5316,Yes,High School or below,Male,Yes,Single,9,\N,3,2,30,Technology Related Job,344,OK,216,48,No,No,0.44,2459,1229,0,2015,1 -58,212493,0.06,0.03,4251099058,5316,Yes,High School or below,Male,Yes,Single,9,\N,3,2,30,Technology Related Job,344,OK,216,48,No,No,0.44,5012,835,0,2015,2 -74,210522,0,0,4251034054,5317,Yes,High School or below,Female,Yes,Married,17,\N,2,0,70,Others,204,AZ,220,158,No,Yes,0.65,2811,937,0,2015,1 -74,210522,0,0,4251034054,5317,Yes,High School or below,Female,Yes,Married,17,\N,2,0,70,Others,204,AZ,220,158,No,Yes,0.65,1428,714,0,2015,2 -74,210522,0,0,4251034054,5317,Yes,High School or below,Female,Yes,Married,17,\N,2,0,70,Others,204,AZ,220,158,No,Yes,0.65,1335,1335,0,2015,3 -36,71422,0.06,0.01,4251018927,5318,Yes,High School or below,Male,No,Married,75,\N,3,5,89,Technology Related Job,376,AR,417,173,No,No,0.11,2842,710,0,2015,1 -36,71422,0.06,0.01,4251018927,5318,Yes,High School or below,Male,No,Married,75,\N,3,5,89,Technology Related Job,376,AR,417,173,No,No,0.11,3939,984,0,2015,2 -52,69451,0,0.02,4251070215,5319,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,2,3,29,Others,236,MA,420,33,No,No,0.32,3763,752,0,2015,1 -52,69451,0,0.02,4251070215,5319,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,2,3,29,Others,236,MA,420,33,No,No,0.32,4757,951,0,2015,2 -14,180351,0.06,0.03,4251040840,5320,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,3,0,48,Technology Related Job,409,MN,117,48,No,No,0.78,3884,971,0,2015,1 -14,180351,0.06,0.03,4251040840,5320,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,3,0,48,Technology Related Job,409,MN,117,48,No,No,0.78,4794,599,0,2015,2 -30,178380,0,0,4251025602,5321,Yes,Master or equivalent,Female,Yes,Single,28,\N,1,6,88,Others,269,SC,120,158,No,No,0.99,6464,923,0,2015,1 -30,178380,0,0,4251025602,5321,Yes,Master or equivalent,Female,Yes,Single,28,\N,1,6,88,Others,269,SC,120,158,No,No,0.99,2476,495,0,2015,2 -61,39281,0.06,0.01,4251064245,5322,Yes,Master or equivalent,Male,Yes,Single,85,\N,3,4,7,Technology Related Job,441,TN,317,173,No,No,0.44,2715,678,0,2015,1 -61,39281,0.06,0.01,4251064245,5322,Yes,Master or equivalent,Male,Yes,Single,85,\N,3,4,7,Technology Related Job,441,TN,317,173,No,No,0.44,2038,1019,0,2015,2 -76,37310,0.01,0.02,4251066724,5323,Yes,High School or below,Female,Yes,Married,93,\N,1,1,47,Others,301,FL,321,33,No,No,0.66,2853,951,0,2015,1 -76,37310,0.01,0.02,4251066724,5323,Yes,High School or below,Female,Yes,Married,93,\N,1,1,47,Others,301,FL,321,33,No,No,0.66,5078,634,0,2015,2 -39,148210,0.07,0.03,4251008757,5324,Yes,High School or below,Male,Yes,Married,31,\N,2,7,66,Technology Related Job,474,GA,18,48,No,No,0.11,5626,937,0,2015,1 -39,148210,0.07,0.03,4251008757,5324,Yes,High School or below,Male,Yes,Married,31,\N,2,7,66,Technology Related Job,474,GA,18,48,No,No,0.11,6242,693,0,2015,2 -55,146239,0.01,0,4251087084,5325,Yes,High School or below,Male,Yes,Single,38,\N,1,4,6,Others,334,NE,21,158,No,No,0.32,4685,780,0,2015,1 -55,146239,0.01,0,4251087084,5325,Yes,High School or below,Male,Yes,Single,38,\N,1,4,6,Others,334,NE,21,158,No,No,0.32,4520,645,0,2015,2 -17,7140,0.07,0.01,4251058244,5326,Yes,High School or below,Female,No,Single,96,\N,2,2,24,Technology Related Job,6,NH,218,173,No,No,0.78,2125,531,0,2015,1 -17,7140,0.07,0.01,4251058244,5326,Yes,High School or below,Female,No,Single,96,\N,2,2,24,Technology Related Job,6,NH,218,173,No,No,0.78,1937,484,0,2015,2 -33,5169,0.01,0.02,4251041164,5327,Yes,Bachelor or equivalent,Female,No,Single,104,\N,0,7,65,Others,366,VA,221,33,No,No,0.99,5118,731,1,2015,1 -33,5169,0.01,0.02,4251041164,5327,Yes,Bachelor or equivalent,Female,No,Single,104,\N,0,7,65,Others,366,VA,221,33,No,No,0.99,3054,610,1,2015,2 -63,116069,0.07,0.03,4251022427,5328,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,2,5,83,Technology Related Job,39,WV,418,48,Yes,No,0.45,4372,728,0,2015,1 -63,116069,0.07,0.03,4251022427,5328,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,2,5,83,Technology Related Job,39,WV,418,48,Yes,No,0.45,5340,667,0,2015,2 -79,114098,0.01,0,4251010113,5329,Yes,Bachelor or equivalent,Female,Yes,Married,49,\N,0,2,24,Others,399,IA,422,158,No,No,0.66,1523,761,0,2015,1 -79,114098,0.01,0,4251010113,5329,Yes,Bachelor or equivalent,Female,Yes,Married,49,\N,0,2,24,Others,399,IA,422,158,No,No,0.66,4149,829,0,2015,2 -42,224998,0.07,0.01,4251013914,5330,Yes,Master or equivalent,Male,Yes,Married,107,\N,1,0,42,Technology Related Job,71,KS,119,173,No,No,0.11,5665,708,0,2015,1 -42,224998,0.07,0.01,4251013914,5330,Yes,Master or equivalent,Male,Yes,Married,107,\N,1,0,42,Technology Related Job,71,KS,119,173,No,No,0.11,4380,625,0,2015,2 -42,224998,0.07,0.01,4251013914,5330,Yes,Master or equivalent,Male,Yes,Married,107,\N,1,0,42,Technology Related Job,71,KS,119,173,No,No,0.11,560,560,0,2015,3 -57,223027,0.02,0.02,4251076712,5331,Yes,High School or below,Male,Yes,Single,114,\N,0,5,83,Others,432,NC,122,33,No,No,0.32,2722,680,0,2015,1 -57,223027,0.02,0.02,4251076712,5331,Yes,High School or below,Male,Yes,Single,114,\N,0,5,83,Others,432,NC,122,33,No,No,0.32,1361,272,0,2015,2 -20,83928,0,0.03,4251017498,5332,Yes,High School or below,Female,No,Married,52,\N,1,3,1,Technology Related Job,104,OH,319,48,No,Yes,0.78,911,911,0,2015,1 -20,83928,0,0.03,4251017498,5332,Yes,High School or below,Female,No,Married,52,\N,1,3,1,Technology Related Job,104,OH,319,48,No,Yes,0.78,2671,890,0,2015,2 -36,81957,0.02,0,4251062934,5333,Yes,High School or below,Female,Yes,Single,60,\N,0,0,42,Others,464,AK,322,158,No,No,0.99,3669,458,0,2015,1 -36,81957,0.02,0,4251062934,5333,Yes,High School or below,Female,Yes,Single,60,\N,0,0,42,Others,464,AK,322,158,No,No,0.99,4155,692,0,2015,2 -36,81957,0.02,0,4251062934,5333,Yes,High School or below,Female,Yes,Single,60,\N,0,0,42,Others,464,AK,322,158,No,No,0.99,1230,1230,0,2015,3 -66,192857,0,0.01,4251026100,5334,Yes,High School or below,Male,Yes,Single,118,\N,1,6,60,Technology Related Job,137,AR,19,173,No,No,0.45,1481,370,0,2015,1 -66,192857,0,0.01,4251026100,5334,Yes,High School or below,Male,Yes,Single,118,\N,1,6,60,Technology Related Job,137,AR,19,173,No,No,0.45,475,475,0,2015,2 -14,190886,0.02,0.02,4251041682,5335,Yes,High School or below,Female,Yes,Married,5,\N,3,3,1,Others,497,MA,23,33,No,No,0.66,5614,1122,0,2015,1 -14,190886,0.02,0.02,4251041682,5335,Yes,High School or below,Female,Yes,Married,5,\N,3,3,1,Others,497,MA,23,33,No,No,0.66,7292,810,0,2015,2 -44,51786,0,0.03,4251008312,5336,Yes,Bachelor or equivalent,Male,Yes,Married,63,\N,1,1,19,Technology Related Job,169,MN,219,48,No,No,0.11,4533,503,0,2015,1 -44,51786,0,0.03,4251008312,5336,Yes,Bachelor or equivalent,Male,Yes,Married,63,\N,1,1,19,Technology Related Job,169,MN,219,48,No,No,0.11,2302,575,0,2015,2 -60,49815,0.02,0,4251076335,5337,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,3,6,60,Others,29,RI,223,158,No,No,0.32,6181,686,0,2015,1 -60,49815,0.02,0,4251076335,5337,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,3,6,60,Others,29,RI,223,158,No,No,0.32,3147,786,0,2015,2 -23,160716,0,0.01,4251093714,5338,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,0,4,78,Technology Related Job,202,SD,420,173,No,No,0.78,3740,623,0,2015,1 -23,160716,0,0.01,4251093714,5338,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,0,4,78,Technology Related Job,202,SD,420,173,No,No,0.78,5667,708,0,2015,2 -39,158745,0.03,0.02,4251089217,5339,Yes,PhD or equivalent,Female,Yes,Single,16,\N,3,2,19,Others,62,DE,423,33,No,Yes,0.99,5957,851,0,2015,1 -39,158745,0.03,0.02,4251089217,5339,Yes,PhD or equivalent,Female,Yes,Single,16,\N,3,2,19,Others,62,DE,423,33,No,Yes,0.99,644,322,0,2015,2 -69,19645,0.01,0.03,4251080775,5340,Yes,High School or below,Male,Yes,Single,74,\N,0,7,37,Technology Related Job,234,GA,120,48,No,No,0.45,3316,829,0,2015,1 -69,19645,0.01,0.03,4251080775,5340,Yes,High School or below,Male,Yes,Single,74,\N,0,7,37,Technology Related Job,234,GA,120,48,No,No,0.45,3326,554,0,2015,2 -17,17674,0.03,0,4251015718,5341,Yes,High School or below,Female,No,Married,81,\N,3,5,77,Others,94,NE,123,158,No,No,0.66,4788,798,0,2015,1 -17,17674,0.03,0,4251015718,5341,Yes,High School or below,Female,No,Married,81,\N,3,5,77,Others,94,NE,123,158,No,No,0.66,7598,949,0,2015,2 -47,128575,0.01,0.01,4251071233,5342,Yes,High School or below,Male,Yes,Single,19,\N,0,2,96,Technology Related Job,267,NH,320,173,No,No,0.12,8064,806,0,2015,1 -47,128575,0.01,0.01,4251071233,5342,Yes,High School or below,Male,Yes,Single,19,\N,0,2,96,Technology Related Job,267,NH,320,173,No,No,0.12,2493,623,0,2015,2 -63,126604,0.03,0.02,4251055594,5343,Yes,High School or below,Male,Yes,Married,27,\N,2,0,36,Others,127,VT,324,33,No,No,0.33,1445,722,0,2015,1 -63,126604,0.03,0.02,4251055594,5343,Yes,High School or below,Male,Yes,Married,27,\N,2,0,36,Others,127,VT,324,33,No,No,0.33,4568,761,0,2015,2 -25,237504,0.01,0.03,4251014419,5344,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,3,5,55,Technology Related Job,299,WA,21,48,No,No,0.78,5882,735,1,2015,1 -25,237504,0.01,0.03,4251014419,5344,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,3,5,55,Technology Related Job,299,WA,21,48,No,No,0.78,2315,578,1,2015,2 -25,237504,0.01,0.03,4251014419,5344,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,3,5,55,Technology Related Job,299,WA,21,48,No,No,0.78,1112,1112,1,2015,3 -41,235533,0.03,0,4251073123,5345,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,2,3,95,Others,159,IN,24,158,No,No,0.99,3075,768,0,2015,1 -41,235533,0.03,0,4251073123,5345,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,2,3,95,Others,159,IN,24,158,No,No,0.99,7501,937,0,2015,2 -72,96433,0.02,0.01,4251034440,5346,Yes,Bachelor or equivalent,Female,No,Single,30,\N,3,0,14,Technology Related Job,332,KS,221,173,No,No,0.45,2907,581,0,2015,1 -72,96433,0.02,0.01,4251034440,5346,Yes,Bachelor or equivalent,Female,No,Single,30,\N,3,0,14,Technology Related Job,332,KS,221,173,No,No,0.45,851,851,0,2015,2 -20,94462,0.04,0.02,4251016063,5347,Yes,Master or equivalent,Female,Yes,Single,38,\N,2,6,54,Others,192,NC,224,33,No,No,0.66,5122,640,0,2015,1 -20,94462,0.04,0.02,4251016063,5347,Yes,Master or equivalent,Female,Yes,Single,38,\N,2,6,54,Others,192,NC,224,33,No,No,0.66,3065,1021,0,2015,2 -20,94462,0.04,0.02,4251016063,5347,Yes,Master or equivalent,Female,Yes,Single,38,\N,2,6,54,Others,192,NC,224,33,No,No,0.66,1214,1214,0,2015,3 -50,205363,0.02,0.02,4251036985,5348,Yes,PhD or equivalent,Male,Yes,Single,95,\N,3,3,73,Technology Related Job,364,OH,421,48,No,No,0.12,3609,902,0,2015,1 -50,205363,0.02,0.02,4251036985,5348,Yes,PhD or equivalent,Male,Yes,Single,95,\N,3,3,73,Technology Related Job,364,OH,421,48,No,No,0.12,2041,1020,0,2015,2 -66,203392,0.04,0,4251056759,5349,Yes,High School or below,Male,Yes,Married,103,\N,1,1,13,Others,225,AL,425,158,No,No,0.33,1871,467,0,2015,1 -66,203392,0.04,0,4251056759,5349,Yes,High School or below,Male,Yes,Married,103,\N,1,1,13,Others,225,AL,425,158,No,No,0.33,1853,617,0,2015,2 -28,64292,0.02,0,4251065367,5350,No,High School or below,Female,Yes,Married,41,\N,3,7,32,Technology Related Job,397,AZ,122,173,No,No,0.78,5091,848,0,2015,1 -28,64292,0.02,0,4251065367,5350,No,High School or below,Female,Yes,Married,41,\N,3,7,32,Technology Related Job,397,AZ,122,173,No,No,0.78,2111,422,0,2015,2 -28,64292,0.02,0,4251065367,5350,No,High School or below,Female,Yes,Married,41,\N,3,7,32,Technology Related Job,397,AZ,122,173,No,No,0.78,77,77,0,2015,3 -44,62321,0.04,0.02,4251091156,5351,Yes,High School or below,Male,Yes,Single,48,\N,1,4,72,Others,257,MD,125,33,No,No,0.99,5301,1060,0,2015,1 -44,62321,0.04,0.02,4251091156,5351,Yes,High School or below,Male,Yes,Single,48,\N,1,4,72,Others,257,MD,125,33,No,No,0.99,2911,970,0,2015,2 -75,173221,0.02,0.02,4251073125,5352,Yes,High School or below,Female,Yes,Married,106,\N,2,2,91,Technology Related Job,430,MI,322,48,No,No,0.45,4520,904,0,2015,1 -75,173221,0.02,0.02,4251073125,5352,Yes,High School or below,Female,Yes,Married,106,\N,2,2,91,Technology Related Job,430,MI,322,48,No,No,0.45,4989,623,0,2015,2 -22,171250,0.04,0,4251098390,5353,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,1,7,31,Others,290,RI,325,158,Yes,No,0.66,2713,542,0,2015,1 -22,171250,0.04,0,4251098390,5353,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,1,7,31,Others,290,RI,325,158,Yes,No,0.66,1637,545,0,2015,2 -22,171250,0.04,0,4251098390,5353,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,1,7,31,Others,290,RI,325,158,Yes,No,0.66,1580,790,0,2015,3 -53,32151,0.03,0,4251015043,5354,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,2,5,50,Technology Related Job,462,SD,22,173,No,Yes,0.12,4969,709,0,2015,1 -53,32151,0.03,0,4251015043,5354,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,2,5,50,Technology Related Job,462,SD,22,173,No,Yes,0.12,5634,804,0,2015,2 -69,30180,0.05,0.02,4251057999,5355,Yes,Master or equivalent,Male,No,Married,59,\N,1,2,90,Others,322,CT,26,33,No,No,0.33,4280,713,0,2015,1 -69,30180,0.05,0.02,4251057999,5355,Yes,Master or equivalent,Male,No,Married,59,\N,1,2,90,Others,322,CT,26,33,No,No,0.33,1343,671,0,2015,2 -31,141080,0.03,0.02,4251096716,5356,Yes,Master or equivalent,Female,Yes,Married,117,\N,2,0,8,Technology Related Job,495,FL,223,48,No,No,0.78,3400,680,0,2015,1 -31,141080,0.03,0.02,4251096716,5356,Yes,Master or equivalent,Female,Yes,Married,117,\N,2,0,8,Technology Related Job,495,FL,223,48,No,No,0.78,1344,336,0,2015,2 -47,139109,0.05,0,4251037505,5357,Yes,High School or below,Male,Yes,Married,4,\N,0,5,49,Others,355,MT,226,158,No,No,0,684,342,0,2015,1 -47,139109,0.05,0,4251037505,5357,Yes,High School or below,Male,Yes,Married,4,\N,0,5,49,Others,355,MT,226,158,No,No,0,1288,429,0,2015,2 -77,9,0.03,0,4251093453,5358,Yes,High School or below,Female,Yes,Married,62,\N,2,3,67,Technology Related Job,27,NV,423,173,No,No,0.45,357,119,0,2015,1 -77,9,0.03,0,4251093453,5358,Yes,High School or below,Female,Yes,Married,62,\N,2,3,67,Technology Related Job,27,NV,423,173,No,No,0.45,6980,698,0,2015,2 -25,248038,0.05,0.02,4251011951,5359,Yes,High School or below,Female,Yes,Single,70,\N,0,0,8,Others,387,VT,426,33,No,No,0.66,4063,812,0,2015,1 -25,248038,0.05,0.02,4251011951,5359,Yes,High School or below,Female,Yes,Single,70,\N,0,0,8,Others,387,VT,426,33,No,No,0.66,1812,453,0,2015,2 -56,108939,0.03,0.02,4251093151,5360,Yes,High School or below,Male,No,Single,8,\N,1,6,26,Technology Related Job,60,WA,123,48,No,No,0.12,3396,1132,0,2015,1 -56,108939,0.03,0.02,4251093151,5360,Yes,High School or below,Male,No,Single,8,\N,1,6,26,Technology Related Job,60,WA,123,48,No,No,0.12,3546,1182,0,2015,2 -56,108939,0.03,0.02,4251093151,5360,Yes,High School or below,Male,No,Single,8,\N,1,6,26,Technology Related Job,60,WA,123,48,No,No,0.12,848,848,0,2015,3 -71,106968,0.05,0,4251080681,5361,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,0,3,67,Technology Related Job,420,IL,126,158,No,Yes,0.33,4973,828,0,2015,1 -71,106968,0.05,0,4251080681,5361,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,0,3,67,Technology Related Job,420,IL,126,158,No,Yes,0.33,2139,534,0,2015,2 -34,217868,0.04,0,4251025532,5362,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,1,1,85,Technology Related Job,92,IA,323,173,No,No,0.79,1174,1174,0,2015,1 -34,217868,0.04,0,4251025532,5362,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,1,1,85,Technology Related Job,92,IA,323,173,No,No,0.79,3443,860,0,2015,2 -50,215897,0.06,0.02,4251039066,5363,Yes,Master or equivalent,Male,Yes,Married,81,\N,0,6,26,Technology Related Job,453,NY,327,33,No,No,0,2433,608,0,2015,1 -50,215897,0.06,0.02,4251039066,5363,Yes,Master or equivalent,Male,Yes,Married,81,\N,0,6,26,Technology Related Job,453,NY,327,33,No,No,0,2276,569,0,2015,2 -50,215897,0.06,0.02,4251039066,5363,Yes,Master or equivalent,Male,Yes,Married,81,\N,0,6,26,Technology Related Job,453,NY,327,33,No,No,0,1037,1037,0,2015,3 -12,76798,0.04,0.02,4251080519,5364,Yes,Master or equivalent,Female,Yes,Married,19,\N,1,4,44,Technology Related Job,125,ND,24,48,No,No,0.45,2783,556,1,2015,1 -12,76798,0.04,0.02,4251080519,5364,Yes,Master or equivalent,Female,Yes,Married,19,\N,1,4,44,Technology Related Job,125,ND,24,48,No,No,0.45,8039,1004,1,2015,2 -28,74827,0.06,0,4251074916,5365,Yes,High School or below,Female,Yes,Single,26,\N,3,1,85,Technology Related Job,485,AL,27,158,No,No,0.66,6567,729,0,2015,1 -28,74827,0.06,0,4251074916,5365,Yes,High School or below,Female,Yes,Single,26,\N,3,1,85,Technology Related Job,485,AL,27,158,No,No,0.66,4271,711,0,2015,2 -58,185727,0.04,0,4251020277,5366,Yes,High School or below,Male,Yes,Single,84,\N,0,7,3,Technology Related Job,157,AZ,224,173,No,No,0.12,4041,577,0,2015,1 -58,185727,0.04,0,4251020277,5366,Yes,High School or below,Male,Yes,Single,84,\N,0,7,3,Technology Related Job,157,AZ,224,173,No,No,0.12,1112,556,0,2015,2 -74,183756,0.06,0.02,4251057108,5367,Yes,High School or below,Male,Yes,Single,91,\N,3,5,44,Technology Related Job,18,MD,227,33,No,No,0.33,5905,984,0,2015,1 -74,183756,0.06,0.02,4251057108,5367,Yes,High School or below,Male,Yes,Single,91,\N,3,5,44,Technology Related Job,18,MD,227,33,No,No,0.33,4714,942,0,2015,2 -37,44656,0.04,0.02,4251031495,5368,Yes,High School or below,Female,Yes,Single,29,\N,0,2,62,Technology Related Job,190,MA,424,48,No,No,0.79,4313,862,1,2015,1 -37,44656,0.04,0.02,4251031495,5368,Yes,High School or below,Female,Yes,Single,29,\N,0,2,62,Technology Related Job,190,MA,424,48,No,No,0.79,4391,731,1,2015,2 -53,42685,0.06,0,4251032328,5369,Yes,Bachelor or equivalent,Male,No,Married,37,\N,3,0,2,Technology Related Job,50,PA,428,158,No,No,0,1118,279,0,2015,1 -53,42685,0.06,0,4251032328,5369,Yes,Bachelor or equivalent,Male,No,Married,37,\N,3,0,2,Technology Related Job,50,PA,428,158,No,No,0,2416,402,0,2015,2 -53,42685,0.06,0,4251032328,5369,Yes,Bachelor or equivalent,Male,No,Married,37,\N,3,0,2,Technology Related Job,50,PA,428,158,No,No,0,1199,1199,0,2015,3 -15,153586,0.05,0,4251020369,5370,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,0,5,21,Technology Related Job,223,SC,125,173,No,No,0.45,3236,539,0,2015,1 -15,153586,0.05,0,4251020369,5370,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,0,5,21,Technology Related Job,223,SC,125,173,No,No,0.45,6042,863,0,2015,2 -31,151615,0.07,0.02,4251098311,5371,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,2,3,61,Technology Related Job,83,CT,128,33,No,No,0.67,3040,506,0,2015,1 -31,151615,0.07,0.02,4251098311,5371,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,2,3,61,Technology Related Job,83,CT,128,33,No,No,0.67,2902,483,0,2015,2 -61,12515,0.05,0.02,4251046328,5372,Yes,Master or equivalent,Male,Yes,Married,40,\N,0,0,80,Technology Related Job,255,FL,325,48,No,No,0.12,887,295,0,2015,1 -61,12515,0.05,0.02,4251046328,5372,Yes,Master or equivalent,Male,Yes,Married,40,\N,0,0,80,Technology Related Job,255,FL,325,48,No,No,0.12,1817,605,0,2015,2 -77,10544,0.07,0,4251013595,5373,Yes,High School or below,Female,Yes,Single,48,\N,2,6,20,Technology Related Job,115,MT,328,158,No,No,0.33,4586,917,0,2015,1 -77,10544,0.07,0,4251013595,5373,Yes,High School or below,Female,Yes,Single,48,\N,2,6,20,Technology Related Job,115,MT,328,158,No,No,0.33,2083,694,0,2015,2 -39,121444,0.05,0,4251078950,5374,Yes,High School or below,Female,No,Single,105,\N,3,3,39,Technology Related Job,288,NE,25,173,No,No,0.79,6603,825,0,2015,1 -39,121444,0.05,0,4251078950,5374,Yes,High School or below,Female,No,Single,105,\N,3,3,39,Technology Related Job,288,NE,25,173,No,No,0.79,2642,660,0,2015,2 -39,121444,0.05,0,4251078950,5374,Yes,High School or below,Female,No,Single,105,\N,3,3,39,Technology Related Job,288,NE,25,173,No,No,0.79,1160,1160,0,2015,3 -55,119473,0.07,0.02,4251050552,5375,Yes,High School or below,Male,No,Married,113,\N,2,1,79,Technology Related Job,148,UT,29,33,Yes,No,0,3097,516,0,2015,1 -18,230374,0.05,0.02,4251093409,5376,Yes,High School or below,Female,Yes,Married,51,\N,3,6,98,Technology Related Job,320,VA,226,48,No,Yes,0.46,4061,1015,0,2015,1 -18,230374,0.05,0.02,4251093409,5376,Yes,High School or below,Female,Yes,Married,51,\N,3,6,98,Technology Related Job,320,VA,226,48,No,Yes,0.46,7112,790,0,2015,2 -34,228403,0.07,0,4251045565,5377,Yes,High School or below,Female,Yes,Married,58,\N,2,4,38,Technology Related Job,180,IL,229,158,No,No,0.67,1604,534,0,2015,1 -34,228403,0.07,0,4251045565,5377,Yes,High School or below,Female,Yes,Married,58,\N,2,4,38,Technology Related Job,180,IL,229,158,No,No,0.67,3675,735,0,2015,2 -64,89303,0.06,0,4251012796,5378,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,3,2,57,Technology Related Job,353,IA,426,173,No,No,0.12,3733,933,0,2015,1 -64,89303,0.06,0,4251012796,5378,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,3,2,57,Technology Related Job,353,IA,426,173,No,No,0.12,6628,946,0,2015,2 -12,87332,0,0.02,4251052763,5379,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,1,7,97,Technology Related Job,213,NY,429,33,No,No,0.33,2474,824,0,2015,1 -12,87332,0,0.02,4251052763,5379,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,1,7,97,Technology Related Job,213,NY,429,33,No,No,0.33,4472,745,0,2015,2 -42,198233,0.06,0.02,4251009210,5380,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,3,5,16,Technology Related Job,385,NC,126,48,No,No,0.79,5381,768,0,2015,1 -42,198233,0.06,0.02,4251009210,5380,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,3,5,16,Technology Related Job,385,NC,126,48,No,No,0.79,3505,1168,0,2015,2 -58,196261,0,0,4251040816,5381,Yes,PhD or equivalent,Male,Yes,Married,69,\N,1,2,56,Technology Related Job,246,WY,130,158,No,No,0,5515,919,0,2015,1 -58,196261,0,0,4251040816,5381,Yes,PhD or equivalent,Male,Yes,Married,69,\N,1,2,56,Technology Related Job,246,WY,130,158,No,No,0,4432,886,0,2015,2 -20,57162,0.06,0,4251092574,5382,Yes,High School or below,Female,Yes,Married,7,\N,2,0,75,Non-technology Related Job,418,AK,326,173,No,No,0.46,897,897,0,2015,1 -20,57162,0.06,0,4251092574,5382,Yes,High School or below,Female,Yes,Married,7,\N,2,0,75,Non-technology Related Job,418,AK,326,173,No,No,0.46,5491,1098,0,2015,2 -36,55191,0,0.02,4251084867,5383,Yes,High School or below,Female,No,Married,14,\N,1,5,15,Technology Related Job,278,ME,330,33,No,Yes,0.67,1476,738,0,2015,1 -36,55191,0,0.02,4251084867,5383,Yes,High School or below,Female,No,Married,14,\N,1,5,15,Technology Related Job,278,ME,330,33,No,Yes,0.67,4489,897,0,2015,2 -67,166091,0.06,0.02,4251014729,5384,Yes,High School or below,Male,Yes,Married,72,\N,2,3,33,Non-technology Related Job,450,MA,27,48,No,No,0.12,2377,396,0,2015,1 -67,166091,0.06,0.02,4251014729,5384,Yes,High School or below,Male,Yes,Married,72,\N,2,3,33,Non-technology Related Job,450,MA,27,48,No,No,0.12,6364,909,0,2015,2 -15,164120,0,0,4251079411,5385,Yes,High School or below,Female,Yes,Single,80,\N,0,0,74,Technology Related Job,311,PA,30,158,No,No,0.33,780,780,0,2015,1 -15,164120,0,0,4251079411,5385,Yes,High School or below,Female,Yes,Single,80,\N,0,0,74,Technology Related Job,311,PA,30,158,No,No,0.33,4212,468,0,2015,2 -45,25021,0.07,0,4251037042,5386,Yes,High School or below,Male,Yes,Single,18,\N,2,6,92,Non-technology Related Job,483,RI,227,173,No,No,0.79,3712,928,0,2015,1 -45,25021,0.07,0,4251037042,5386,Yes,High School or below,Male,Yes,Single,18,\N,2,6,92,Non-technology Related Job,483,RI,227,173,No,No,0.79,6531,816,0,2015,2 -61,23050,0.01,0.02,4251017955,5387,Yes,Bachelor or equivalent,Male,Yes,Single,25,\N,0,3,33,Technology Related Job,343,CO,230,33,No,No,0,3483,696,0,2015,1 -61,23050,0.01,0.02,4251017955,5387,Yes,Bachelor or equivalent,Male,Yes,Single,25,\N,0,3,33,Technology Related Job,343,CO,230,33,No,No,0,3367,673,0,2015,2 -23,133950,0.07,0.02,4251058634,5388,Yes,Bachelor or equivalent,Female,No,Single,83,\N,1,1,51,Non-technology Related Job,16,DE,427,48,No,No,0.46,1447,482,0,2015,1 -23,133950,0.07,0.02,4251058634,5388,Yes,Bachelor or equivalent,Female,No,Single,83,\N,1,1,51,Non-technology Related Job,16,DE,427,48,No,No,0.46,1284,428,0,2015,2 -39,131979,0.01,0,4251027160,5389,Yes,Master or equivalent,Female,No,Married,91,\N,0,6,92,Technology Related Job,376,MO,431,158,No,No,0.67,3649,608,0,2015,1 -39,131979,0.01,0,4251027160,5389,Yes,Master or equivalent,Female,No,Married,91,\N,0,6,92,Technology Related Job,376,MO,431,158,No,No,0.67,9937,1104,0,2015,2 -70,242879,0.07,0,4251065788,5390,Yes,PhD or equivalent,Male,Yes,Married,29,\N,1,4,10,Non-technology Related Job,48,NE,128,173,No,No,0.13,3904,650,0,2015,1 -70,242879,0.07,0,4251065788,5390,Yes,PhD or equivalent,Male,Yes,Married,29,\N,1,4,10,Non-technology Related Job,48,NE,128,173,No,No,0.13,2744,914,0,2015,2 -17,240908,0.01,0.02,4251052060,5391,Yes,High School or below,Female,Yes,Single,36,\N,0,1,51,Technology Related Job,408,UT,131,33,No,No,0.34,7487,748,0,2015,1 -17,240908,0.01,0.02,4251052060,5391,Yes,High School or below,Female,Yes,Single,36,\N,0,1,51,Technology Related Job,408,UT,131,33,No,No,0.34,4122,824,0,2015,2 -48,101809,0.07,0.02,4251031923,5392,Yes,High School or below,Male,Yes,Single,94,\N,1,7,69,Non-technology Related Job,81,VT,328,48,Yes,No,0.79,1422,474,0,2015,1 -48,101809,0.07,0.02,4251031923,5392,Yes,High School or below,Male,Yes,Single,94,\N,1,7,69,Non-technology Related Job,81,VT,328,48,Yes,No,0.79,4085,817,0,2015,2 -64,99838,0.01,0,4251073742,5393,Yes,High School or below,Male,Yes,Single,101,\N,3,4,10,Technology Related Job,441,ID,331,158,No,No,0,2341,1170,0,2015,1 -64,99838,0.01,0,4251073742,5393,Yes,High School or below,Male,Yes,Single,101,\N,3,4,10,Technology Related Job,441,ID,331,158,No,No,0,4872,609,0,2015,2 -26,210738,0,0,4251034185,5394,Yes,High School or below,Female,No,Single,39,\N,1,2,28,Non-technology Related Job,113,IN,28,173,No,No,0.46,8256,917,0,2015,1 -26,210738,0,0,4251034185,5394,Yes,High School or below,Female,No,Single,39,\N,1,2,28,Non-technology Related Job,113,IN,28,173,No,No,0.46,4889,814,0,2015,2 -26,210738,0,0,4251034185,5394,Yes,High School or below,Female,No,Single,39,\N,1,2,28,Non-technology Related Job,113,IN,28,173,No,No,0.46,244,244,0,2015,3 -42,208767,0.02,0.02,4251010394,5395,Yes,Bachelor or equivalent,Female,Yes,Married,47,\N,3,0,69,Technology Related Job,473,NM,32,33,No,No,0.67,5618,802,1,2015,1 -42,208767,0.02,0.02,4251010394,5395,Yes,Bachelor or equivalent,Female,Yes,Married,47,\N,3,0,69,Technology Related Job,473,NM,32,33,No,No,0.67,2583,645,1,2015,2 -72,69667,0,0.02,4251051460,5396,No,Bachelor or equivalent,Male,Yes,Married,105,\N,0,5,87,Non-technology Related Job,146,NC,229,48,No,Yes,0.13,4244,606,0,2015,1 -72,69667,0,0.02,4251051460,5396,No,Bachelor or equivalent,Male,Yes,Married,105,\N,0,5,87,Non-technology Related Job,146,NC,229,48,No,Yes,0.13,3924,981,0,2015,2 -20,67696,0.02,0,4251050371,5397,Yes,Master or equivalent,Female,Yes,Single,112,\N,3,3,27,Technology Related Job,6,WY,232,157,No,No,0.34,3210,642,0,2015,1 -20,67696,0.02,0,4251050371,5397,Yes,Master or equivalent,Female,Yes,Single,112,\N,3,3,27,Technology Related Job,6,WY,232,157,No,No,0.34,5646,705,0,2015,2 -51,178597,0,0,4251053402,5398,Yes,Master or equivalent,Male,Yes,Married,50,\N,0,0,46,Non-technology Related Job,178,AL,429,172,No,No,0.79,1913,956,0,2015,1 -51,178597,0,0,4251053402,5398,Yes,Master or equivalent,Male,Yes,Married,50,\N,0,0,46,Non-technology Related Job,178,AL,429,172,No,No,0.79,1543,771,0,2015,2 -66,176626,0.02,0.02,4251088632,5399,Yes,High School or below,Male,Yes,Single,58,\N,3,6,86,Technology Related Job,39,LA,432,32,No,No,0,4480,640,0,2015,1 -66,176626,0.02,0.02,4251088632,5399,Yes,High School or below,Male,Yes,Single,58,\N,3,6,86,Technology Related Job,39,LA,432,32,No,No,0,3488,436,0,2015,2 -66,176626,0.02,0.02,4251088632,5399,Yes,High School or below,Male,Yes,Single,58,\N,3,6,86,Technology Related Job,39,LA,432,32,No,No,0,1857,928,0,2015,3 -29,37526,0,0.02,4251061845,5400,Yes,High School or below,Female,Yes,Single,115,\N,0,3,5,Non-technology Related Job,211,MD,129,47,No,No,0.46,681,340,1,2015,1 -29,37526,0,0.02,4251061845,5400,Yes,High School or below,Female,Yes,Single,115,\N,0,3,5,Non-technology Related Job,211,MD,129,47,No,No,0.46,4280,856,1,2015,2 -45,35555,0.02,0,4251063978,5401,Yes,High School or below,Female,Yes,Married,3,\N,2,1,45,Technology Related Job,71,OR,133,157,No,No,0.67,5399,1079,0,2015,1 -45,35555,0.02,0,4251063978,5401,Yes,High School or below,Female,Yes,Married,3,\N,2,1,45,Technology Related Job,71,OR,133,157,No,No,0.67,2396,798,0,2015,2 -75,146456,0.01,0,4251026497,5402,Yes,High School or below,Male,No,Married,61,\N,0,6,64,Non-technology Related Job,243,RI,330,172,No,No,0.13,2883,961,0,2015,1 -75,146456,0.01,0,4251026497,5402,Yes,High School or below,Male,No,Married,61,\N,0,6,64,Non-technology Related Job,243,RI,330,172,No,No,0.13,5549,792,0,2015,2 -23,144485,0.03,0.02,4251034838,5403,Yes,Bachelor or equivalent,Female,No,Married,68,\N,2,4,4,Technology Related Job,104,CO,333,32,No,No,0.34,1666,555,0,2015,1 -23,144485,0.03,0.02,4251034838,5403,Yes,Bachelor or equivalent,Female,No,Married,68,\N,2,4,4,Technology Related Job,104,CO,333,32,No,No,0.34,6398,799,0,2015,2 -23,144485,0.03,0.02,4251034838,5403,Yes,Bachelor or equivalent,Female,No,Married,68,\N,2,4,4,Technology Related Job,104,CO,333,32,No,No,0.34,836,836,0,2015,3 -53,5385,0.01,0.02,4251090093,5404,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,3,1,23,Non-technology Related Job,276,CT,30,47,No,No,0.79,7891,789,1,2015,1 -53,5385,0.01,0.02,4251090093,5404,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,3,1,23,Non-technology Related Job,276,CT,30,47,No,No,0.79,2970,424,1,2015,2 -69,3414,0.03,0,4251077899,5405,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,2,7,63,Technology Related Job,136,MS,33,157,No,Yes,0.01,3433,858,0,2015,1 -69,3414,0.03,0,4251077899,5405,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,2,7,63,Technology Related Job,136,MS,33,157,No,Yes,0.01,2940,735,0,2015,2 -32,114314,0.01,0,4251088402,5406,Yes,Master or equivalent,Female,Yes,Single,72,\N,3,4,82,Non-technology Related Job,309,MT,230,172,No,No,0.46,2009,669,0,2015,1 -32,114314,0.01,0,4251088402,5406,Yes,Master or equivalent,Female,Yes,Single,72,\N,3,4,82,Non-technology Related Job,309,MT,230,172,No,No,0.46,3384,564,0,2015,2 -48,112343,0.03,0.02,4251048968,5407,Yes,High School or below,Male,Yes,Married,79,\N,1,2,22,Technology Related Job,169,TX,233,32,No,No,0.67,3342,668,0,2015,1 -48,112343,0.03,0.02,4251048968,5407,Yes,High School or below,Male,Yes,Married,79,\N,1,2,22,Technology Related Job,169,TX,233,32,No,No,0.67,1258,629,0,2015,2 -78,223244,0.01,0.02,4251039593,5408,Yes,High School or below,Female,No,Single,17,\N,3,0,41,Non-technology Related Job,341,VT,430,47,No,No,0.13,2750,458,0,2015,1 -78,223244,0.01,0.02,4251039593,5408,Yes,High School or below,Female,No,Single,17,\N,3,0,41,Non-technology Related Job,341,VT,430,47,No,No,0.13,3721,620,0,2015,2 -26,221273,0.03,0,4251028215,5409,Yes,High School or below,Female,Yes,Married,24,\N,1,5,81,Technology Related Job,201,ID,434,157,No,No,0.34,6014,1002,0,2015,1 -26,221273,0.03,0,4251028215,5409,Yes,High School or below,Female,Yes,Married,24,\N,1,5,81,Technology Related Job,201,ID,434,157,No,No,0.34,6923,769,0,2015,2 -56,82173,0.02,0,4251087948,5410,Yes,High School or below,Male,Yes,Married,82,\N,2,3,0,Non-technology Related Job,374,IL,131,172,No,No,0.8,5257,751,0,2015,1 -56,82173,0.02,0,4251087948,5410,Yes,High School or below,Male,Yes,Married,82,\N,2,3,0,Non-technology Related Job,374,IL,131,172,No,No,0.8,6499,722,0,2015,2 -72,80202,0.04,0.02,4251031964,5411,Yes,Bachelor or equivalent,Male,Yes,Single,90,\N,1,0,40,Technology Related Job,234,NJ,134,32,No,No,0.01,2492,623,0,2015,1 -72,80202,0.04,0.02,4251031964,5411,Yes,Bachelor or equivalent,Male,Yes,Single,90,\N,1,0,40,Technology Related Job,234,NJ,134,32,No,No,0.01,4546,757,0,2015,2 -34,191102,0.02,0.02,4251068611,5412,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,2,6,59,Non-technology Related Job,406,NY,331,47,No,No,0.46,5035,629,0,2015,1 -34,191102,0.02,0.02,4251068611,5412,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,2,6,59,Non-technology Related Job,406,NY,331,47,No,No,0.46,2971,495,0,2015,2 -50,189131,0.04,0,4251088315,5413,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,1,3,99,Technology Related Job,266,WI,334,157,No,No,0.67,2250,750,0,2015,1 -50,189131,0.04,0,4251088315,5413,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,1,3,99,Technology Related Job,266,WI,334,157,No,No,0.67,2432,810,0,2015,2 -13,50032,0.02,0,4251093688,5414,Yes,Master or equivalent,Female,Yes,Single,93,\N,2,1,17,Non-technology Related Job,439,AL,31,172,No,No,0.13,2368,789,0,2015,1 -13,50032,0.02,0,4251093688,5414,Yes,Master or equivalent,Female,Yes,Single,93,\N,2,1,17,Non-technology Related Job,439,AL,31,172,No,No,0.13,3339,667,0,2015,2 -29,48061,0.04,0.02,4251069471,5415,Yes,PhD or equivalent,Female,Yes,Married,101,\N,0,6,58,Technology Related Job,299,LA,35,32,No,No,0.34,3782,945,0,2015,1 -29,48061,0.04,0.02,4251069471,5415,Yes,PhD or equivalent,Female,Yes,Married,101,\N,0,6,58,Technology Related Job,299,LA,35,32,No,No,0.34,4100,585,0,2015,2 -29,48061,0.04,0.02,4251069471,5415,Yes,PhD or equivalent,Female,Yes,Married,101,\N,0,6,58,Technology Related Job,299,LA,35,32,No,No,0.34,1106,1106,0,2015,3 -59,158961,0.02,0.02,4251010646,5416,Yes,High School or below,Male,Yes,Married,39,\N,2,4,76,Non-technology Related Job,471,MD,232,47,No,No,0.8,1318,659,0,2015,1 -59,158961,0.02,0.02,4251010646,5416,Yes,High School or below,Male,Yes,Married,39,\N,2,4,76,Non-technology Related Job,471,MD,232,47,No,No,0.8,4671,778,0,2015,2 -75,156990,0.04,0,4251033684,5417,Yes,High School or below,Male,No,Single,46,\N,0,1,17,Technology Related Job,332,OK,235,157,Yes,No,0.01,4877,812,0,2015,1 -75,156990,0.04,0,4251033684,5417,Yes,High School or below,Male,No,Single,46,\N,0,1,17,Technology Related Job,332,OK,235,157,Yes,No,0.01,4544,649,0,2015,2 -37,17891,0.03,0,4251085185,5418,Yes,High School or below,Female,Yes,Married,104,\N,1,7,35,Non-technology Related Job,4,PA,432,172,No,Yes,0.46,5972,746,0,2015,1 -37,17891,0.03,0,4251085185,5418,Yes,High School or below,Female,Yes,Married,104,\N,1,7,35,Non-technology Related Job,4,PA,432,172,No,Yes,0.46,2406,1203,0,2015,2 -53,15919,0.05,0.02,4251055699,5419,Yes,High School or below,Male,Yes,Single,111,\N,0,4,76,Technology Related Job,364,CA,435,32,No,No,0.68,2463,615,0,2015,1 -53,15919,0.05,0.02,4251055699,5419,Yes,High School or below,Male,Yes,Single,111,\N,0,4,76,Technology Related Job,364,CA,435,32,No,No,0.68,2147,536,0,2015,2 -16,126820,0.03,0.02,4251088350,5420,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,1,2,94,Non-technology Related Job,36,CT,132,47,No,No,0.13,2611,652,1,2015,1 -16,126820,0.03,0.02,4251088350,5420,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,1,2,94,Non-technology Related Job,36,CT,132,47,No,No,0.13,2516,503,1,2015,2 -31,124849,0.05,0,4251045662,5421,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,0,7,35,Technology Related Job,397,MS,136,157,No,No,0.34,2556,852,0,2015,1 -31,124849,0.05,0,4251045662,5421,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,0,7,35,Technology Related Job,397,MS,136,157,No,No,0.34,5054,722,0,2015,2 -62,235749,0.03,0,4251039528,5422,Yes,Bachelor or equivalent,Male,No,Married,115,\N,1,5,53,Non-technology Related Job,69,MT,333,172,No,No,0.8,5922,846,0,2015,1 -62,235749,0.03,0,4251039528,5422,Yes,Bachelor or equivalent,Male,No,Married,115,\N,1,5,53,Non-technology Related Job,69,MT,333,172,No,No,0.8,5839,834,0,2015,2 -78,233778,0.05,0.02,4251039381,5423,Yes,Master or equivalent,Male,Yes,Married,2,\N,3,2,94,Technology Related Job,429,TN,336,32,No,No,0.01,6649,831,0,2015,1 -78,233778,0.05,0.02,4251039381,5423,Yes,Master or equivalent,Male,Yes,Married,2,\N,3,2,94,Technology Related Job,429,TN,336,32,No,No,0.01,2760,690,0,2015,2 -40,94679,0.03,0.02,4251021436,5424,Yes,PhD or equivalent,Female,Yes,Married,60,\N,1,0,12,Non-technology Related Job,102,UT,33,47,No,No,0.47,4309,861,0,2015,1 -40,94679,0.03,0.02,4251021436,5424,Yes,PhD or equivalent,Female,Yes,Married,60,\N,1,0,12,Non-technology Related Job,102,UT,33,47,No,No,0.47,3265,544,0,2015,2 -56,92708,0.06,0,4251011424,5425,Yes,High School or below,Male,Yes,Single,68,\N,3,6,53,Technology Related Job,462,HI,36,157,No,No,0.68,8088,898,0,2015,1 -56,92708,0.06,0,4251011424,5425,Yes,High School or below,Male,Yes,Single,68,\N,3,6,53,Technology Related Job,462,HI,36,157,No,No,0.68,914,457,0,2015,2 -18,203608,0.04,0,4251017547,5426,Yes,High School or below,Female,Yes,Single,5,\N,0,3,71,Non-technology Related Job,134,IL,233,172,No,No,0.13,3477,1159,0,2015,1 -18,203608,0.04,0,4251017547,5426,Yes,High School or below,Female,Yes,Single,5,\N,0,3,71,Non-technology Related Job,134,IL,233,172,No,No,0.13,4059,811,0,2015,2 -34,201637,0.06,0.02,4251012058,5427,Yes,High School or below,Female,Yes,Married,13,\N,3,1,11,Technology Related Job,494,NJ,237,32,No,Yes,0.34,2641,440,0,2015,1 -34,201637,0.06,0.02,4251012058,5427,Yes,High School or below,Female,Yes,Married,13,\N,3,1,11,Technology Related Job,494,NJ,237,32,No,Yes,0.34,2677,535,0,2015,2 -65,62537,0.04,0.02,4251080523,5428,Yes,High School or below,Male,Yes,Single,71,\N,0,6,30,Non-technology Related Job,167,NY,433,47,No,No,0.8,2888,361,0,2015,1 -65,62537,0.04,0.02,4251080523,5428,Yes,High School or below,Male,Yes,Single,71,\N,0,6,30,Non-technology Related Job,167,NY,433,47,No,No,0.8,4297,1074,0,2015,2 -65,62537,0.04,0.02,4251080523,5428,Yes,High School or below,Male,Yes,Single,71,\N,0,6,30,Non-technology Related Job,167,NY,433,47,No,No,0.8,230,230,0,2015,3 -12,60566,0.06,0,4251040809,5429,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,2,4,70,Technology Related Job,27,WV,437,157,No,No,0.01,7797,1113,0,2015,1 -12,60566,0.06,0,4251040809,5429,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,2,4,70,Technology Related Job,27,WV,437,157,No,No,0.01,2192,548,0,2015,2 -43,171467,0.04,0,4251017461,5430,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,0,1,89,Non-technology Related Job,199,WY,134,172,No,No,0.47,6880,860,0,2015,1 -43,171467,0.04,0,4251017461,5430,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,0,1,89,Non-technology Related Job,199,WY,134,172,No,No,0.47,6630,828,0,2015,2 -59,169496,0.06,0.02,4251024323,5431,Yes,Master or equivalent,Male,No,Single,24,\N,2,7,29,Technology Related Job,59,KY,137,32,No,No,0.68,3495,582,0,2015,1 -59,169496,0.06,0.02,4251024323,5431,Yes,Master or equivalent,Male,No,Single,24,\N,2,7,29,Technology Related Job,59,KY,137,32,No,No,0.68,5821,970,0,2015,2 -21,30396,0.04,0.02,4251029181,5432,Yes,Master or equivalent,Female,Yes,Single,82,\N,3,4,48,Non-technology Related Job,232,ME,334,47,No,No,0.13,1534,767,0,2015,1 -21,30396,0.04,0.02,4251029181,5432,Yes,Master or equivalent,Female,Yes,Single,82,\N,3,4,48,Non-technology Related Job,232,ME,334,47,No,No,0.13,742,247,0,2015,2 -37,28425,0.07,0.03,4251036910,5433,Yes,High School or below,Female,Yes,Single,89,\N,2,2,88,Technology Related Job,92,OK,337,157,No,No,0.35,3100,516,0,2015,1 -37,28425,0.07,0.03,4251036910,5433,Yes,High School or below,Female,Yes,Single,89,\N,2,2,88,Technology Related Job,92,OK,337,157,No,No,0.35,1824,912,0,2015,2 -67,139325,0.05,0,4251050037,5434,Yes,High School or below,Male,Yes,Single,27,\N,3,7,7,Non-technology Related Job,264,PA,34,172,No,No,0.8,4082,1020,0,2015,1 -67,139325,0.05,0,4251050037,5434,Yes,High School or below,Male,Yes,Single,27,\N,3,7,7,Non-technology Related Job,264,PA,34,172,No,No,0.8,803,401,0,2015,2 -15,137354,0.07,0.01,4251060897,5435,Yes,High School or below,Female,Yes,Married,35,\N,2,5,47,Technology Related Job,125,AR,38,32,No,No,0.01,3547,886,0,2015,1 -15,137354,0.07,0.01,4251060897,5435,Yes,High School or below,Female,Yes,Married,35,\N,2,5,47,Technology Related Job,125,AR,38,32,No,No,0.01,7780,707,0,2015,2 -46,248255,0.05,0.02,4251060103,5436,Yes,High School or below,Female,No,Married,92,\N,3,3,66,Non-technology Related Job,297,CO,235,47,No,No,0.47,6719,610,0,2015,1 -46,248255,0.05,0.02,4251060103,5436,Yes,High School or below,Female,No,Married,92,\N,3,3,66,Non-technology Related Job,297,CO,235,47,No,No,0.47,2375,593,0,2015,2 -62,246284,0.07,0.03,4251080520,5437,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,1,0,6,Technology Related Job,157,MN,238,157,No,No,0.68,6114,764,0,2015,1 -62,246284,0.07,0.03,4251080520,5437,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,1,0,6,Technology Related Job,157,MN,238,157,No,No,0.68,733,733,0,2015,3 -24,107184,0.05,0,4251069672,5438,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,3,6,25,Non-technology Related Job,329,MO,435,172,No,No,0.14,5609,701,0,2015,1 -24,107184,0.05,0,4251069672,5438,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,3,6,25,Non-technology Related Job,329,MO,435,172,No,No,0.14,3957,659,0,2015,2 -40,105213,0.07,0.01,4251053686,5439,Yes,Master or equivalent,Female,Yes,Single,45,\N,1,3,65,Technology Related Job,190,TN,438,32,No,No,0.35,2389,477,0,2015,1 -40,105213,0.07,0.01,4251053686,5439,Yes,Master or equivalent,Female,Yes,Single,45,\N,1,3,65,Technology Related Job,190,TN,438,32,No,No,0.35,5759,822,0,2015,2 -40,105213,0.07,0.01,4251053686,5439,Yes,Master or equivalent,Female,Yes,Single,45,\N,1,3,65,Technology Related Job,190,TN,438,32,No,No,0.35,1048,1048,0,2015,3 -70,216114,0.06,0.02,4251043460,5440,Yes,Master or equivalent,Male,Yes,Single,103,\N,2,1,84,Non-technology Related Job,362,UT,135,47,No,Yes,0.8,3129,625,0,2015,1 -70,216114,0.06,0.02,4251043460,5440,Yes,Master or equivalent,Male,Yes,Single,103,\N,2,1,84,Non-technology Related Job,362,UT,135,47,No,Yes,0.8,5463,780,0,2015,2 -18,214143,0,0.03,4251035623,5441,Yes,High School or below,Female,Yes,Married,111,\N,1,6,24,Technology Related Job,222,GA,139,157,No,No,0.01,2513,837,0,2015,1 -18,214143,0,0.03,4251035623,5441,Yes,High School or below,Female,Yes,Married,111,\N,1,6,24,Technology Related Job,222,GA,139,157,No,No,0.01,3887,971,0,2015,2 -48,75043,0.06,0,4251085267,5442,No,High School or below,Male,Yes,Married,49,\N,2,4,42,Non-technology Related Job,395,ID,336,172,No,No,0.47,6745,963,0,2015,1 -48,75043,0.06,0,4251085267,5442,No,High School or below,Male,Yes,Married,49,\N,2,4,42,Non-technology Related Job,395,ID,336,172,No,No,0.47,4390,731,0,2015,2 -64,73072,0,0.01,4251037084,5443,Yes,High School or below,Male,Yes,Married,56,\N,1,1,83,Technology Related Job,255,NH,339,32,No,No,0.68,3874,774,0,2015,1 -64,73072,0,0.01,4251037084,5443,Yes,High School or below,Male,Yes,Married,56,\N,1,1,83,Technology Related Job,255,NH,339,32,No,No,0.68,5318,759,0,2015,2 -27,183972,0.06,0.02,4251040165,5444,Yes,High School or below,Female,Yes,Married,114,\N,2,7,1,Non-technology Related Job,427,NM,36,47,No,No,0.14,6144,768,0,2015,1 -27,183972,0.06,0.02,4251040165,5444,Yes,High School or below,Female,Yes,Married,114,\N,2,7,1,Non-technology Related Job,427,NM,36,47,No,No,0.14,2317,463,0,2015,2 -43,182001,0,0.03,4251074987,5445,Yes,Bachelor or equivalent,Female,No,Single,1,\N,0,4,42,Non-technology Related Job,287,WV,39,157,No,No,0.35,5791,579,0,2015,1 -43,182001,0,0.03,4251074987,5445,Yes,Bachelor or equivalent,Female,No,Single,1,\N,0,4,42,Non-technology Related Job,287,WV,39,157,No,No,0.35,748,748,0,2015,2 -73,42902,0.06,0,4251060164,5446,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,1,2,60,Non-technology Related Job,460,WY,236,172,No,No,0.8,6164,616,0,2015,1 -73,42902,0.06,0,4251060164,5446,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,1,2,60,Non-technology Related Job,460,WY,236,172,No,No,0.8,2334,778,0,2015,2 -21,40931,0,0.01,4251099902,5447,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,0,7,1,Non-technology Related Job,320,KY,240,32,No,No,0.01,7639,954,0,2015,1 -21,40931,0,0.01,4251099902,5447,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,0,7,1,Non-technology Related Job,320,KY,240,32,No,No,0.01,3516,879,0,2015,2 -51,151831,0.07,0.02,4251045893,5448,Yes,Master or equivalent,Male,Yes,Married,5,\N,1,5,19,Non-technology Related Job,492,LA,437,47,No,No,0.47,1874,468,0,2015,1 -51,151831,0.07,0.02,4251045893,5448,Yes,Master or equivalent,Male,Yes,Married,5,\N,1,5,19,Non-technology Related Job,492,LA,437,47,No,No,0.47,5095,727,0,2015,2 -67,149860,0.01,0.03,4251088255,5449,Yes,High School or below,Male,Yes,Married,12,\N,0,2,60,Non-technology Related Job,352,OH,440,157,No,Yes,0.68,1804,451,0,2015,1 -67,149860,0.01,0.03,4251088255,5449,Yes,High School or below,Male,Yes,Married,12,\N,0,2,60,Non-technology Related Job,352,OH,440,157,No,Yes,0.68,4124,1031,0,2015,2 -29,10760,0.07,0,4251085397,5450,Yes,High School or below,Female,No,Married,70,\N,1,0,78,Non-technology Related Job,25,OR,137,172,No,No,0.14,5568,795,0,2015,1 -29,10760,0.07,0,4251085397,5450,Yes,High School or below,Female,No,Married,70,\N,1,0,78,Non-technology Related Job,25,OR,137,172,No,No,0.14,1745,349,0,2015,2 -45,8789,0.01,0.01,4251015735,5451,Yes,High School or below,Female,No,Single,78,\N,3,5,19,Non-technology Related Job,385,AR,140,32,No,No,0.35,6537,653,0,2015,1 -45,8789,0.01,0.01,4251015735,5451,Yes,High School or below,Female,No,Single,78,\N,3,5,19,Non-technology Related Job,385,AR,140,32,No,No,0.35,4603,767,0,2015,2 -76,119690,0.07,0.02,4251022860,5452,Yes,High School or below,Male,Yes,Single,16,\N,1,3,37,Non-technology Related Job,57,CO,337,47,No,No,0.81,3523,704,0,2015,1 -76,119690,0.07,0.02,4251022860,5452,Yes,High School or below,Male,Yes,Single,16,\N,1,3,37,Non-technology Related Job,57,CO,337,47,No,No,0.81,2947,982,0,2015,2 -76,119690,0.07,0.02,4251022860,5452,Yes,High School or below,Male,Yes,Single,16,\N,1,3,37,Non-technology Related Job,57,CO,337,47,No,No,0.81,759,759,0,2015,3 -24,117719,0.01,0.03,4251065841,5453,Yes,High School or below,Female,Yes,Married,23,\N,3,1,78,Non-technology Related Job,418,MN,341,157,No,No,0.02,2016,672,0,2015,1 -24,117719,0.01,0.03,4251065841,5453,Yes,High School or below,Female,Yes,Married,23,\N,3,1,78,Non-technology Related Job,418,MN,341,157,No,No,0.02,3203,800,0,2015,2 -54,228619,0.07,0,4251042192,5454,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,0,6,96,Non-technology Related Job,90,MS,37,172,No,No,0.47,1323,661,0,2015,1 -54,228619,0.07,0,4251042192,5454,Yes,Bachelor or equivalent,Male,Yes,Single,81,\N,0,6,96,Non-technology Related Job,90,MS,37,172,No,No,0.47,3302,825,0,2015,2 -70,226648,0.01,0.01,4251071826,5455,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,3,4,36,Non-technology Related Job,450,SD,41,32,No,No,0.68,6054,756,0,2015,1 -70,226648,0.01,0.01,4251071826,5455,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,3,4,36,Non-technology Related Job,450,SD,41,32,No,No,0.68,2808,936,0,2015,2 -70,226648,0.01,0.01,4251071826,5455,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,3,4,36,Non-technology Related Job,450,SD,41,32,No,No,0.68,507,507,0,2015,3 -32,87548,0,0.02,4251012727,5456,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,0,1,55,Non-technology Related Job,122,TX,238,47,Yes,No,0.14,3979,994,1,2015,1 -32,87548,0,0.02,4251012727,5456,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,0,1,55,Non-technology Related Job,122,TX,238,47,Yes,No,0.14,3809,952,1,2015,2 -48,85577,0.02,0.03,4251064431,5457,Yes,PhD or equivalent,Female,Yes,Single,34,\N,3,7,95,Non-technology Related Job,483,GA,241,157,No,No,0.35,5692,948,0,2015,1 -48,85577,0.02,0.03,4251064431,5457,Yes,PhD or equivalent,Female,Yes,Single,34,\N,3,7,95,Non-technology Related Job,483,GA,241,157,No,No,0.35,7130,713,0,2015,2 -79,196478,0,0,4251082374,5458,Yes,High School or below,Male,Yes,Single,92,\N,0,4,14,Non-technology Related Job,155,ID,438,172,No,No,0.81,2775,925,0,2015,1 -79,196478,0,0,4251082374,5458,Yes,High School or below,Male,Yes,Single,92,\N,0,4,14,Non-technology Related Job,155,ID,438,172,No,No,0.81,5270,878,0,2015,2 -26,194507,0.02,0.01,4251074985,5459,Yes,High School or below,Female,No,Single,99,\N,2,2,54,Non-technology Related Job,15,NH,441,32,No,No,0.02,5467,781,0,2015,1 -26,194507,0.02,0.01,4251074985,5459,Yes,High School or below,Female,No,Single,99,\N,2,2,54,Non-technology Related Job,15,NH,441,32,No,No,0.02,3400,680,0,2015,2 -26,194507,0.02,0.01,4251074985,5459,Yes,High School or below,Female,No,Single,99,\N,2,2,54,Non-technology Related Job,15,NH,441,32,No,No,0.02,1334,1334,0,2015,3 -57,55407,0,0.02,4251017755,5460,Yes,High School or below,Male,Yes,Single,37,\N,0,7,73,Non-technology Related Job,188,NJ,138,47,No,No,0.47,2976,744,0,2015,1 -57,55407,0,0.02,4251017755,5460,Yes,High School or below,Male,Yes,Single,37,\N,0,7,73,Non-technology Related Job,188,NJ,138,47,No,No,0.47,6161,684,0,2015,2 -57,55407,0,0.02,4251017755,5460,Yes,High School or below,Male,Yes,Single,37,\N,0,7,73,Non-technology Related Job,188,NJ,138,47,No,No,0.47,50,50,0,2015,3 -73,53436,0.02,0.03,4251097235,5461,Yes,High School or below,Male,Yes,Married,45,\N,2,5,13,Non-technology Related Job,48,WA,142,157,No,No,0.68,2347,782,0,2015,1 -73,53436,0.02,0.03,4251097235,5461,Yes,High School or below,Male,Yes,Married,45,\N,2,5,13,Non-technology Related Job,48,WA,142,157,No,No,0.68,4877,975,0,2015,2 -73,53436,0.02,0.03,4251097235,5461,Yes,High School or below,Male,Yes,Married,45,\N,2,5,13,Non-technology Related Job,48,WA,142,157,No,No,0.68,1436,1436,0,2015,3 -35,164337,0,0,4251063180,5462,Yes,High School or below,Female,Yes,Married,102,\N,3,2,32,Non-technology Related Job,220,WI,339,172,No,Yes,0.14,5200,1040,0,2015,1 -35,164337,0,0,4251063180,5462,Yes,High School or below,Female,Yes,Married,102,\N,3,2,32,Non-technology Related Job,220,WI,339,172,No,Yes,0.14,4566,570,0,2015,2 -51,162366,0.02,0.01,4251038567,5463,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,2,0,72,Non-technology Related Job,80,KS,342,32,No,No,0.35,3119,779,0,2015,1 -51,162366,0.02,0.01,4251038567,5463,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,2,0,72,Non-technology Related Job,80,KS,342,32,No,No,0.35,4445,555,0,2015,2 -13,23266,0.01,0.02,4251065610,5464,Yes,Bachelor or equivalent,Male,No,Married,48,\N,3,6,91,Non-technology Related Job,253,LA,39,47,No,No,0.81,3215,803,0,2015,1 -13,23266,0.01,0.02,4251065610,5464,Yes,Bachelor or equivalent,Male,No,Married,48,\N,3,6,91,Non-technology Related Job,253,LA,39,47,No,No,0.81,1296,648,0,2015,2 -29,21295,0.03,0.03,4251069475,5465,Yes,Master or equivalent,Female,No,Single,55,\N,2,3,31,Non-technology Related Job,113,OH,42,157,No,No,0.02,2569,856,0,2015,1 -29,21295,0.03,0.03,4251069475,5465,Yes,Master or equivalent,Female,No,Single,55,\N,2,3,31,Non-technology Related Job,113,OH,42,157,No,No,0.02,3257,651,0,2015,2 -60,132195,0.01,0,4251014081,5466,Yes,PhD or equivalent,Male,Yes,Single,113,\N,3,1,50,Others,285,OK,239,172,No,No,0.47,3575,1191,1,2015,1 -60,132195,0.01,0,4251014081,5466,Yes,PhD or equivalent,Male,Yes,Single,113,\N,3,1,50,Others,285,OK,239,172,No,No,0.47,3284,547,1,2015,2 -60,132195,0.01,0,4251014081,5466,Yes,PhD or equivalent,Male,Yes,Single,113,\N,3,1,50,Others,285,OK,239,172,No,No,0.47,968,968,1,2015,3 -75,130224,0.03,0.01,4251027535,5467,Yes,High School or below,Male,Yes,Married,1,\N,1,6,90,Non-technology Related Job,145,AZ,243,32,No,No,0.69,3727,621,0,2015,1 -75,130224,0.03,0.01,4251027535,5467,Yes,High School or below,Male,Yes,Married,1,\N,1,6,90,Non-technology Related Job,145,AZ,243,32,No,No,0.69,3280,820,0,2015,2 -38,241125,0.01,0.02,4251064180,5468,Yes,High School or below,Female,Yes,Married,59,\N,2,4,9,Others,318,CA,440,47,No,No,0.14,4167,833,0,2015,1 -38,241125,0.01,0.02,4251064180,5468,Yes,High School or below,Female,Yes,Married,59,\N,2,4,9,Others,318,CA,440,47,No,No,0.14,2454,818,0,2015,2 -38,241125,0.01,0.02,4251064180,5468,Yes,High School or below,Female,Yes,Married,59,\N,2,4,9,Others,318,CA,440,47,No,No,0.14,791,791,0,2015,3 -54,239154,0.03,0.03,4251010348,5469,Yes,High School or below,Male,Yes,Married,66,\N,1,1,49,Non-technology Related Job,178,MI,443,157,No,No,0.35,2960,592,0,2015,1 -54,239154,0.03,0.03,4251010348,5469,Yes,High School or below,Male,Yes,Married,66,\N,1,1,49,Non-technology Related Job,178,MI,443,157,No,No,0.35,4989,997,0,2015,2 -16,100054,0.01,0,4251079714,5470,Yes,High School or below,Female,No,Married,4,\N,2,7,67,Others,350,MS,140,172,No,No,0.81,5967,745,0,2015,1 -16,100054,0.01,0,4251079714,5470,Yes,High School or below,Female,No,Married,4,\N,2,7,67,Others,350,MS,140,172,No,No,0.81,6131,766,0,2015,2 -32,98083,0.03,0.01,4251021155,5471,Yes,Bachelor or equivalent,Female,Yes,Single,11,\N,1,4,8,Non-technology Related Job,211,SD,143,32,No,Yes,0.02,6655,831,0,2015,1 -32,98083,0.03,0.01,4251021155,5471,Yes,Bachelor or equivalent,Female,Yes,Single,11,\N,1,4,8,Non-technology Related Job,211,SD,143,32,No,Yes,0.02,1796,898,0,2015,2 -62,208983,0.02,0.02,4251078413,5472,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,2,2,26,Others,383,TN,340,47,No,No,0.48,1579,263,0,2015,1 -62,208983,0.02,0.02,4251078413,5472,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,2,2,26,Others,383,TN,340,47,No,No,0.48,2811,937,0,2015,2 -78,207012,0.04,0.03,4251012635,5473,Yes,Master or equivalent,Male,Yes,Married,77,\N,0,7,67,Non-technology Related Job,243,FL,344,157,No,No,0.69,1665,832,0,2015,1 -78,207012,0.04,0.03,4251012635,5473,Yes,Master or equivalent,Male,Yes,Married,77,\N,0,7,67,Non-technology Related Job,243,FL,344,157,No,No,0.69,1160,580,0,2015,2 -41,67913,0.02,0,4251076601,5474,Yes,Master or equivalent,Female,Yes,Single,15,\N,2,5,85,Others,415,HI,41,172,No,No,0.14,2691,897,0,2015,1 -41,67913,0.02,0,4251076601,5474,Yes,Master or equivalent,Female,Yes,Single,15,\N,2,5,85,Others,415,HI,41,172,No,No,0.14,5189,741,0,2015,2 -57,65942,0.04,0.01,4251047036,5475,Yes,High School or below,Male,Yes,Married,22,\N,0,2,26,Non-technology Related Job,276,NV,44,32,No,No,0.35,784,196,0,2015,1 -57,65942,0.04,0.01,4251047036,5475,Yes,High School or below,Male,Yes,Married,22,\N,0,2,26,Non-technology Related Job,276,NV,44,32,No,No,0.35,3418,569,0,2015,2 -57,65942,0.04,0.01,4251047036,5475,Yes,High School or below,Male,Yes,Married,22,\N,0,2,26,Non-technology Related Job,276,NV,44,32,No,No,0.35,795,795,0,2015,3 -19,176842,0.02,0.02,4251069601,5476,Yes,High School or below,Female,Yes,Married,80,\N,1,0,44,Others,448,NJ,241,47,No,No,0.81,1241,620,1,2015,1 -19,176842,0.02,0.02,4251069601,5476,Yes,High School or below,Female,Yes,Married,80,\N,1,0,44,Others,448,NJ,241,47,No,No,0.81,2595,865,1,2015,2 -35,174871,0.04,0.03,4251046643,5477,Yes,High School or below,Female,Yes,Single,88,\N,0,5,85,Non-technology Related Job,308,WA,244,157,No,No,0.02,3010,602,0,2015,1 -35,174871,0.04,0.03,4251046643,5477,Yes,High School or below,Female,Yes,Single,88,\N,0,5,85,Non-technology Related Job,308,WA,244,157,No,No,0.02,3341,668,0,2015,2 -65,35772,0.02,0,4251035429,5478,Yes,High School or below,Male,No,Single,26,\N,1,3,3,Others,481,WV,441,172,No,No,0.48,5741,956,0,2015,1 -65,35772,0.02,0,4251035429,5478,Yes,High School or below,Male,No,Single,26,\N,1,3,3,Others,481,WV,441,172,No,No,0.48,5136,856,0,2015,2 -65,35772,0.02,0,4251035429,5478,Yes,High School or below,Male,No,Single,26,\N,1,3,3,Others,481,WV,441,172,No,No,0.48,664,664,0,2015,3 -13,33801,0.04,0.01,4251093327,5479,Yes,Bachelor or equivalent,Male,No,Single,33,\N,0,0,44,Non-technology Related Job,341,IA,444,32,No,No,0.69,3062,612,0,2015,1 -13,33801,0.04,0.01,4251093327,5479,Yes,Bachelor or equivalent,Male,No,Single,33,\N,0,0,44,Non-technology Related Job,341,IA,444,32,No,No,0.69,2367,1183,0,2015,2 -43,144701,0.03,0.02,4251058961,5480,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,1,6,62,Others,13,KY,141,47,No,No,0.14,4803,960,0,2015,1 -43,144701,0.03,0.02,4251058961,5480,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,1,6,62,Others,13,KY,141,47,No,No,0.14,2614,522,0,2015,2 -59,142730,0.05,0.03,4251036213,5481,Yes,Master or equivalent,Male,Yes,Married,98,\N,3,4,3,Non-technology Related Job,373,ND,145,157,Yes,No,0.36,1916,958,0,2015,1 -59,142730,0.05,0.03,4251036213,5481,Yes,Master or equivalent,Male,Yes,Married,98,\N,3,4,3,Non-technology Related Job,373,ND,145,157,Yes,No,0.36,3021,431,0,2015,2 -22,3630,0.03,0,4251062006,5482,Yes,Master or equivalent,Female,Yes,Married,36,\N,1,1,21,Others,46,OK,342,172,No,No,0.81,3191,797,1,2015,1 -22,3630,0.03,0,4251062006,5482,Yes,Master or equivalent,Female,Yes,Married,36,\N,1,1,21,Others,46,OK,342,172,No,No,0.81,2128,532,1,2015,2 -38,1659,0.05,0.01,4251021242,5483,Yes,High School or below,Female,Yes,Single,44,\N,3,7,62,Non-technology Related Job,406,AZ,345,32,No,No,0.02,3616,723,0,2015,1 -38,1659,0.05,0.01,4251021242,5483,Yes,High School or below,Female,Yes,Single,44,\N,3,7,62,Non-technology Related Job,406,AZ,345,32,No,No,0.02,8600,955,0,2015,2 -68,112560,0.03,0.02,4251057948,5484,Yes,High School or below,Male,No,Married,102,\N,0,4,80,Others,78,AR,42,47,No,Yes,0.48,3189,797,0,2015,1 -68,112560,0.03,0.02,4251057948,5484,Yes,High School or below,Male,No,Married,102,\N,0,4,80,Others,78,AR,42,47,No,Yes,0.48,5301,883,0,2015,2 -16,110589,0.05,0.03,4251043026,5485,Yes,High School or below,Male,Yes,Single,109,\N,3,2,20,Non-technology Related Job,438,MA,45,157,No,No,0.69,1149,574,0,2015,1 -16,110589,0.05,0.03,4251043026,5485,Yes,High School or below,Male,Yes,Single,109,\N,3,2,20,Non-technology Related Job,438,MA,45,157,No,No,0.69,2194,731,0,2015,2 -46,221489,0.03,0,4251030039,5486,Yes,High School or below,Female,Yes,Single,47,\N,0,7,39,Others,111,MN,242,172,No,No,0.15,7921,880,0,2015,1 -46,221489,0.03,0,4251030039,5486,Yes,High School or below,Female,Yes,Single,47,\N,0,7,39,Others,111,MN,242,172,No,No,0.15,2136,356,0,2015,2 -62,219518,0.05,0.01,4251032769,5487,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,2,5,79,Non-technology Related Job,471,SC,246,32,No,No,0.36,4620,770,0,2015,1 -62,219518,0.05,0.01,4251032769,5487,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,2,5,79,Non-technology Related Job,471,SC,246,32,No,No,0.36,1271,1271,0,2015,2 -25,80418,0.04,0.02,4251075533,5488,No,Bachelor or equivalent,Female,Yes,Married,112,\N,0,2,98,Others,143,TN,443,47,No,No,0.81,5761,823,1,2015,1 -25,80418,0.04,0.02,4251075533,5488,No,Bachelor or equivalent,Female,Yes,Married,112,\N,0,2,98,Others,143,TN,443,47,No,No,0.81,3216,804,1,2015,2 -40,78447,0.06,0.03,4251033298,5489,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,2,0,38,Non-technology Related Job,4,FL,446,157,No,No,0.02,7711,1101,0,2015,1 -40,78447,0.06,0.03,4251033298,5489,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,2,0,38,Non-technology Related Job,4,FL,446,157,No,No,0.02,2961,740,0,2015,2 -71,189348,0.04,0.03,4251065490,5490,Yes,Master or equivalent,Male,Yes,Married,58,\N,3,5,57,Others,176,GA,143,172,No,No,0.48,2284,761,0,2015,1 -71,189348,0.04,0.03,4251065490,5490,Yes,Master or equivalent,Male,Yes,Married,58,\N,3,5,57,Others,176,GA,143,172,No,No,0.48,2505,501,0,2015,2 -19,187377,0.06,0.01,4251010709,5491,Yes,PhD or equivalent,Male,Yes,Single,65,\N,2,3,97,Non-technology Related Job,36,NE,146,32,No,No,0.69,5860,732,0,2015,1 -19,187377,0.06,0.01,4251010709,5491,Yes,PhD or equivalent,Male,Yes,Single,65,\N,2,3,97,Non-technology Related Job,36,NE,146,32,No,No,0.69,3863,965,0,2015,2 -49,48277,0.04,0.01,4251018032,5492,Yes,High School or below,Female,No,Single,3,\N,3,1,16,Others,208,NH,343,46,No,No,0.15,1657,414,0,2015,1 -49,48277,0.04,0.01,4251018032,5492,Yes,High School or below,Female,No,Single,3,\N,3,1,16,Others,208,NH,343,46,No,No,0.15,4415,735,0,2015,2 -49,48277,0.04,0.01,4251018032,5492,Yes,High School or below,Female,No,Single,3,\N,3,1,16,Others,208,NH,343,46,No,No,0.15,424,424,0,2015,3 -65,46306,0.06,0.03,4251065471,5493,Yes,High School or below,Male,No,Married,11,\N,2,6,56,Non-technology Related Job,69,VA,347,156,No,Yes,0.36,5219,1043,0,2015,1 -65,46306,0.06,0.03,4251065471,5493,Yes,High School or below,Male,No,Married,11,\N,2,6,56,Non-technology Related Job,69,VA,347,156,No,Yes,0.36,6132,876,0,2015,2 -65,46306,0.06,0.03,4251065471,5493,Yes,High School or below,Male,No,Married,11,\N,2,6,56,Non-technology Related Job,69,VA,347,156,No,Yes,0.36,1216,1216,0,2015,3 -27,157206,0.04,0.03,4251068980,5494,Yes,High School or below,Female,Yes,Single,69,\N,3,4,75,Others,241,WV,44,171,No,No,0.81,8505,850,0,2015,1 -27,157206,0.04,0.03,4251068980,5494,Yes,High School or below,Female,Yes,Single,69,\N,3,4,75,Others,241,WV,44,171,No,No,0.81,6278,784,0,2015,2 -43,155235,0.06,0.01,4251089997,5495,Yes,High School or below,Female,Yes,Married,76,\N,1,1,15,Non-technology Related Job,101,IA,47,31,No,No,0.02,3088,617,0,2015,1 -43,155235,0.06,0.01,4251089997,5495,Yes,High School or below,Female,Yes,Married,76,\N,1,1,15,Non-technology Related Job,101,IA,47,31,No,No,0.02,3044,761,0,2015,2 -74,16136,0.05,0.01,4251012200,5496,Yes,Bachelor or equivalent,Male,Yes,Married,14,\N,3,7,34,Others,274,KY,244,46,No,No,0.48,7361,920,1,2015,1 -74,16136,0.05,0.01,4251012200,5496,Yes,Bachelor or equivalent,Male,Yes,Married,14,\N,3,7,34,Others,274,KY,244,46,No,No,0.48,7800,975,1,2015,2 -21,14165,0.07,0.03,4251055663,5497,Yes,Bachelor or equivalent,Female,Yes,Single,21,\N,1,4,74,Non-technology Related Job,134,NC,247,156,No,No,0.69,1530,510,0,2015,1 -21,14165,0.07,0.03,4251055663,5497,Yes,Bachelor or equivalent,Female,Yes,Single,21,\N,1,4,74,Non-technology Related Job,134,NC,247,156,No,No,0.69,4129,688,0,2015,2 -21,14165,0.07,0.03,4251055663,5497,Yes,Bachelor or equivalent,Female,Yes,Single,21,\N,1,4,74,Non-technology Related Job,134,NC,247,156,No,No,0.69,260,260,0,2015,3 -52,125065,0.05,0.03,4251012395,5498,Yes,Bachelor or equivalent,Female,No,Single,79,\N,2,2,93,Others,306,OH,444,171,No,No,0.15,1947,973,0,2015,1 -52,125065,0.05,0.03,4251012395,5498,Yes,Bachelor or equivalent,Female,No,Single,79,\N,2,2,93,Others,306,OH,444,171,No,No,0.15,2272,1136,0,2015,2 -68,123094,0.07,0.01,4251045572,5499,Yes,Master or equivalent,Male,Yes,Single,87,\N,1,7,33,Non-technology Related Job,166,AK,448,31,No,No,0.36,1217,1217,0,2015,1 -68,123094,0.07,0.01,4251045572,5499,Yes,Master or equivalent,Male,Yes,Single,87,\N,1,7,33,Non-technology Related Job,166,AK,448,31,No,No,0.36,2517,503,0,2015,2 -30,233995,0.05,0.01,4251089566,5500,Yes,High School or below,Female,Yes,Single,25,\N,2,5,51,Others,339,AR,144,46,No,No,0.82,3266,544,0,2015,1 -30,233995,0.05,0.01,4251089566,5500,Yes,High School or below,Female,Yes,Single,25,\N,2,5,51,Others,339,AR,144,46,No,No,0.82,2716,543,0,2015,2 -46,232024,0.07,0.03,4251040249,5501,Yes,High School or below,Female,Yes,Married,32,\N,1,2,92,Non-technology Related Job,199,MA,148,156,No,No,0.03,3596,599,0,2015,1 -46,232024,0.07,0.03,4251040249,5501,Yes,High School or below,Female,Yes,Married,32,\N,1,2,92,Non-technology Related Job,199,MA,148,156,No,No,0.03,3252,813,0,2015,2 -76,92924,0.05,0.03,4251081320,5502,Yes,High School or below,Male,Yes,Married,90,\N,2,0,10,Others,371,MN,345,171,No,No,0.48,2732,910,0,2015,1 -76,92924,0.05,0.03,4251081320,5502,Yes,High School or below,Male,Yes,Married,90,\N,2,0,10,Others,371,MN,345,171,No,No,0.48,3998,571,0,2015,2 -24,90953,0.07,0.01,4251021169,5503,Yes,High School or below,Female,Yes,Single,98,\N,0,5,51,Non-technology Related Job,231,RI,348,31,No,No,0.69,2114,1057,0,2015,1 -24,90953,0.07,0.01,4251021169,5503,Yes,High School or below,Female,Yes,Single,98,\N,0,5,51,Non-technology Related Job,231,RI,348,31,No,No,0.69,2346,782,0,2015,2 -55,201853,0.06,0.01,4251045841,5504,Yes,High School or below,Male,Yes,Single,36,\N,2,3,69,Others,404,SD,45,46,No,No,0.15,3601,514,0,2015,1 -55,201853,0.06,0.01,4251045841,5504,Yes,High School or below,Male,Yes,Single,36,\N,2,3,69,Others,404,SD,45,46,No,No,0.15,4064,677,0,2015,2 -71,199882,0,0.03,4251091823,5505,Yes,Bachelor or equivalent,Male,Yes,Single,43,\N,0,0,10,Non-technology Related Job,264,DE,48,156,No,No,0.36,4239,847,0,2015,1 -71,199882,0,0.03,4251091823,5505,Yes,Bachelor or equivalent,Male,Yes,Single,43,\N,0,0,10,Non-technology Related Job,264,DE,48,156,No,No,0.36,2271,567,0,2015,2 -71,199882,0,0.03,4251091823,5505,Yes,Bachelor or equivalent,Male,Yes,Single,43,\N,0,0,10,Non-technology Related Job,264,DE,48,156,No,No,0.36,480,480,0,2015,3 -33,60783,0.06,0.03,4251016658,5506,Yes,Bachelor or equivalent,Female,Yes,Single,101,\N,1,6,28,Others,436,GA,245,171,No,Yes,0.82,3743,623,0,2015,1 -33,60783,0.06,0.03,4251016658,5506,Yes,Bachelor or equivalent,Female,Yes,Single,101,\N,1,6,28,Others,436,GA,245,171,No,Yes,0.82,5301,883,0,2015,2 -49,58812,0,0.01,4251089613,5507,Yes,Master or equivalent,Female,No,Married,108,\N,0,3,69,Non-technology Related Job,297,NE,249,31,No,No,0.03,5433,603,0,2015,1 -49,58812,0,0.01,4251089613,5507,Yes,Master or equivalent,Female,No,Married,108,\N,0,3,69,Non-technology Related Job,297,NE,249,31,No,No,0.03,687,687,0,2015,2 -49,58812,0,0.01,4251089613,5507,Yes,Master or equivalent,Female,No,Married,108,\N,0,3,69,Non-technology Related Job,297,NE,249,31,No,No,0.03,168,168,0,2015,3 -79,169712,0.06,0.01,4251069479,5508,Yes,PhD or equivalent,Male,Yes,Married,46,\N,1,1,87,Others,469,NH,446,46,No,No,0.48,5232,1046,0,2015,1 -79,169712,0.06,0.01,4251069479,5508,Yes,PhD or equivalent,Male,Yes,Married,46,\N,1,1,87,Others,469,NH,446,46,No,No,0.48,5021,836,0,2015,2 -27,167741,0,0.03,4251044178,5509,Yes,High School or below,Female,Yes,Single,54,\N,3,7,28,Non-technology Related Job,329,VT,449,156,No,No,0.69,2788,929,0,2015,1 -27,167741,0,0.03,4251044178,5509,Yes,High School or below,Female,Yes,Single,54,\N,3,7,28,Non-technology Related Job,329,VT,449,156,No,No,0.69,2369,473,0,2015,2 -57,28641,0.06,0.03,4251097952,5510,Yes,High School or below,Male,Yes,Married,112,\N,1,4,46,Others,1,WA,146,171,No,No,0.15,6810,1135,0,2015,1 -57,28641,0.06,0.03,4251097952,5510,Yes,High School or below,Male,Yes,Married,112,\N,1,4,46,Others,1,WA,146,171,No,No,0.15,2261,565,0,2015,2 -73,26670,0,0.01,4251088535,5511,Yes,High School or below,Male,Yes,Single,119,\N,3,2,87,Non-technology Related Job,362,IN,149,31,No,No,0.36,3575,595,0,2015,1 -73,26670,0,0.01,4251088535,5511,Yes,High School or below,Male,Yes,Single,119,\N,3,2,87,Non-technology Related Job,362,IN,149,31,No,No,0.36,6773,846,0,2015,2 -36,137571,0.07,0.01,4251086993,5512,Yes,High School or below,Female,No,Single,57,\N,0,7,5,Others,34,KS,346,46,No,No,0.82,5185,576,0,2015,1 -36,137571,0.07,0.01,4251086993,5512,Yes,High School or below,Female,No,Single,57,\N,0,7,5,Others,34,KS,346,46,No,No,0.82,1543,771,0,2015,2 -36,137571,0.07,0.01,4251086993,5512,Yes,High School or below,Female,No,Single,57,\N,0,7,5,Others,34,KS,346,46,No,No,0.82,611,611,0,2015,3 -52,135600,0.01,0.03,4251039360,5513,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,3,5,45,Non-technology Related Job,394,NC,350,156,No,No,0.03,4276,855,0,2015,1 -52,135600,0.01,0.03,4251039360,5513,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,3,5,45,Non-technology Related Job,394,NC,350,156,No,No,0.03,6666,666,0,2015,2 -14,246500,0.07,0.03,4251050261,5514,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,0,2,64,Others,67,OH,47,171,No,No,0.48,1779,593,0,2015,1 -14,246500,0.07,0.03,4251050261,5514,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,0,2,64,Others,67,OH,47,171,No,No,0.48,1441,720,0,2015,2 -30,244529,0.01,0.01,4251089374,5515,Yes,Master or equivalent,Female,Yes,Married,10,\N,3,0,4,Non-technology Related Job,427,AL,50,31,No,Yes,0.7,2056,514,0,2015,1 -30,244529,0.01,0.01,4251089374,5515,Yes,Master or equivalent,Female,Yes,Married,10,\N,3,0,4,Non-technology Related Job,427,AL,50,31,No,Yes,0.7,5704,950,0,2015,2 -60,105430,0.07,0.01,4251050155,5516,Yes,Master or equivalent,Male,Yes,Married,68,\N,0,5,23,Others,99,AZ,247,46,No,No,0.15,8408,764,0,2015,1 -60,105430,0.07,0.01,4251050155,5516,Yes,Master or equivalent,Male,Yes,Married,68,\N,0,5,23,Others,99,AZ,247,46,No,No,0.15,335,335,0,2015,2 -60,105430,0.07,0.01,4251050155,5516,Yes,Master or equivalent,Male,Yes,Married,68,\N,0,5,23,Others,99,AZ,247,46,No,No,0.15,2467,822,0,2015,3 -76,103458,0.01,0.03,4251011533,5517,Yes,High School or below,Male,Yes,Single,75,\N,2,3,63,Non-technology Related Job,459,MD,250,156,No,No,0.36,3548,887,0,2015,1 -76,103458,0.01,0.03,4251011533,5517,Yes,High School or below,Male,Yes,Single,75,\N,2,3,63,Non-technology Related Job,459,MD,250,156,No,No,0.36,3925,560,0,2015,2 -39,214359,0.07,0.03,4251045059,5518,Yes,High School or below,Female,Yes,Single,13,\N,0,0,82,Others,132,MI,447,171,No,No,0.82,2566,513,0,2015,1 -39,214359,0.07,0.03,4251045059,5518,Yes,High School or below,Female,Yes,Single,13,\N,0,0,82,Others,132,MI,447,171,No,No,0.82,2360,1180,0,2015,2 -54,212388,0.02,0.01,4251039950,5519,Yes,High School or below,Female,Yes,Married,21,\N,2,6,22,Non-technology Related Job,492,RI,451,31,No,No,0.03,5735,716,0,2015,1 -54,212388,0.02,0.01,4251039950,5519,Yes,High School or below,Female,Yes,Married,21,\N,2,6,22,Non-technology Related Job,492,RI,451,31,No,No,0.03,5000,1000,0,2015,2 -17,73288,0,0.01,4251095612,5520,Yes,High School or below,Male,Yes,Single,79,\N,3,4,41,Others,164,SD,148,46,Yes,No,0.49,3564,712,0,2015,1 -17,73288,0,0.01,4251095612,5520,Yes,High School or below,Male,Yes,Single,79,\N,3,4,41,Others,164,SD,148,46,Yes,No,0.49,9426,856,0,2015,2 -33,71317,0.02,0.03,4251035471,5521,Yes,Bachelor or equivalent,Female,No,Married,86,\N,2,1,81,Non-technology Related Job,24,CT,151,156,No,No,0.7,1328,664,0,2015,1 -33,71317,0.02,0.03,4251035471,5521,Yes,Bachelor or equivalent,Female,No,Married,86,\N,2,1,81,Non-technology Related Job,24,CT,151,156,No,No,0.7,2081,693,0,2015,2 -63,182218,0,0.03,4251027326,5522,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,3,7,0,Others,197,FL,348,171,No,No,0.15,3168,633,0,2015,1 -63,182218,0,0.03,4251027326,5522,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,3,7,0,Others,197,FL,348,171,No,No,0.15,4871,1217,0,2015,2 -79,180247,0.02,0.01,4251047979,5523,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,2,4,40,Non-technology Related Job,57,MT,351,31,No,No,0.36,5753,575,0,2015,1 -79,180247,0.02,0.01,4251047979,5523,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,2,4,40,Non-technology Related Job,57,MT,351,31,No,No,0.36,4886,542,0,2015,2 -79,180247,0.02,0.01,4251047979,5523,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,2,4,40,Non-technology Related Job,57,MT,351,31,No,No,0.36,427,427,0,2015,3 -41,41147,0,0.01,4251067457,5524,Yes,Master or equivalent,Female,Yes,Single,89,\N,3,2,59,Others,229,NV,48,46,No,No,0.82,2403,801,0,2015,1 -41,41147,0,0.01,4251067457,5524,Yes,Master or equivalent,Female,Yes,Single,89,\N,3,2,59,Others,229,NV,48,46,No,No,0.82,5918,986,0,2015,2 -57,39176,0.02,0.03,4251070489,5525,Yes,High School or below,Female,Yes,Single,97,\N,1,7,99,Non-technology Related Job,90,VT,51,156,No,No,0.03,1744,581,0,2015,1 -57,39176,0.02,0.03,4251070489,5525,Yes,High School or below,Female,Yes,Single,97,\N,1,7,99,Non-technology Related Job,90,VT,51,156,No,No,0.03,4660,1165,0,2015,2 -20,150076,0,0.03,4251028549,5526,Yes,High School or below,Male,No,Single,35,\N,3,5,18,Others,262,WA,248,171,No,No,0.49,5630,938,0,2015,1 -20,150076,0,0.03,4251028549,5526,Yes,High School or below,Male,No,Single,35,\N,3,5,18,Others,262,WA,248,171,No,No,0.49,3582,716,0,2015,2 -35,148105,0.03,0.01,4251039601,5527,Yes,High School or below,Female,No,Married,42,\N,1,2,58,Non-technology Related Job,122,IL,252,31,No,No,0.7,3713,928,0,2015,1 -35,148105,0.03,0.01,4251039601,5527,Yes,High School or below,Female,No,Married,42,\N,1,2,58,Non-technology Related Job,122,IL,252,31,No,No,0.7,3924,784,0,2015,2 -66,9006,0.01,0.01,4251040261,5528,Yes,High School or below,Male,Yes,Married,100,\N,2,0,76,Others,295,IA,449,46,No,Yes,0.15,7544,1077,0,2015,1 -66,9006,0.01,0.01,4251040261,5528,Yes,High School or below,Male,Yes,Married,100,\N,2,0,76,Others,295,IA,449,46,No,Yes,0.15,2505,626,0,2015,2 -14,7035,0.03,0.03,4251084278,5529,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,5,17,Others,155,NY,452,156,No,No,0.37,6521,931,0,2015,1 -14,7035,0.03,0.03,4251084278,5529,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,5,17,Others,155,NY,452,156,No,No,0.37,3886,647,0,2015,2 -44,117935,0.01,0.03,4251095180,5530,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,2,3,35,Others,327,ND,149,171,No,No,0.82,3955,988,0,2015,1 -44,117935,0.01,0.03,4251095180,5530,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,2,3,35,Others,327,ND,149,171,No,No,0.82,568,189,0,2015,2 -20,171907,0.06,0.02,4251031482,5531,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,0,4,25,Others,183,GA,250,11,No,No,0.96,8155,815,0,2015,1 -20,171907,0.06,0.02,4251031482,5531,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,0,4,25,Others,183,GA,250,11,No,No,0.96,2714,678,0,2015,2 -36,169936,0,0.03,4251030142,5532,Yes,Master or equivalent,Female,Yes,Single,28,\N,3,1,65,Non-technology Related Job,44,NE,253,121,No,No,0.17,1296,1296,1,2015,1 -36,169936,0,0.03,4251030142,5532,Yes,Master or equivalent,Female,Yes,Single,28,\N,3,1,65,Non-technology Related Job,44,NE,253,121,No,No,0.17,3937,984,1,2015,2 -66,30836,0.06,0,4251009755,5533,Yes,PhD or equivalent,Male,Yes,Married,86,\N,0,7,84,Others,216,NH,450,136,No,No,0.62,5205,867,0,2015,1 -66,30836,0.06,0,4251009755,5533,Yes,PhD or equivalent,Male,Yes,Married,86,\N,0,7,84,Others,216,NH,450,136,No,No,0.62,3855,642,0,2015,2 -14,28865,0,0.01,4251055398,5534,No,High School or below,Female,Yes,Single,93,\N,3,4,24,Non-technology Related Job,76,VA,454,246,No,No,0.84,4155,831,0,2015,1 -14,28865,0,0.01,4251055398,5534,No,High School or below,Female,Yes,Single,93,\N,3,4,24,Non-technology Related Job,76,VA,454,246,No,No,0.84,1495,373,0,2015,2 -45,139766,0.06,0.02,4251055963,5535,Yes,High School or below,Male,No,Single,31,\N,0,2,43,Others,248,WA,151,11,No,No,0.29,2639,659,0,2015,1 -45,139766,0.06,0.02,4251055963,5535,Yes,High School or below,Male,No,Single,31,\N,0,2,43,Others,248,WA,151,11,No,No,0.29,2536,634,0,2015,2 -61,137795,0,0.03,4251020920,5536,Yes,High School or below,Male,No,Married,38,\N,2,7,83,Non-technology Related Job,109,IN,154,121,No,No,0.5,2476,619,0,2015,1 -61,137795,0,0.03,4251020920,5536,Yes,High School or below,Male,No,Married,38,\N,2,7,83,Non-technology Related Job,109,IN,154,121,No,No,0.5,4680,780,0,2015,2 -23,248695,0.06,0,4251065164,5537,Yes,High School or below,Female,Yes,Married,96,\N,0,5,2,Others,281,KS,351,136,No,No,0.96,6590,732,0,2015,1 -23,248695,0.06,0,4251065164,5537,Yes,High School or below,Female,Yes,Married,96,\N,0,5,2,Others,281,KS,351,136,No,No,0.96,1831,610,0,2015,2 -39,246724,0,0.01,4251024789,5538,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,2,2,42,Non-technology Related Job,141,NC,354,246,No,No,0.17,2673,668,1,2015,1 -39,246724,0,0.01,4251024789,5538,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,2,2,42,Non-technology Related Job,141,NC,354,246,No,No,0.17,3207,534,1,2015,2 -69,107624,0.07,0.02,4251034135,5539,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,3,0,61,Others,314,OH,51,11,No,No,0.63,2770,554,0,2015,1 -69,107624,0.07,0.02,4251034135,5539,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,3,0,61,Others,314,OH,51,11,No,No,0.63,7251,805,0,2015,2 -69,107624,0.07,0.02,4251034135,5539,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,3,0,61,Others,314,OH,51,11,No,No,0.63,418,418,0,2015,3 -17,105653,0.01,0.03,4251089746,5540,Yes,Master or equivalent,Female,Yes,Single,49,\N,2,5,1,Non-technology Related Job,174,AK,55,121,No,No,0.84,2914,582,0,2015,1 -17,105653,0.01,0.03,4251089746,5540,Yes,Master or equivalent,Female,Yes,Single,49,\N,2,5,1,Non-technology Related Job,174,AK,55,121,No,No,0.84,9060,1006,0,2015,2 -48,216554,0.07,0,4251042549,5541,Yes,Master or equivalent,Male,No,Single,107,\N,3,3,20,Others,346,AZ,252,136,No,Yes,0.29,4542,757,0,2015,1 -48,216554,0.07,0,4251042549,5541,Yes,Master or equivalent,Male,No,Single,107,\N,3,3,20,Others,346,AZ,252,136,No,Yes,0.29,3997,799,0,2015,2 -63,214583,0.01,0.01,4251077433,5542,Yes,High School or below,Male,Yes,Married,115,\N,2,1,60,Non-technology Related Job,206,MD,255,246,No,No,0.5,3145,524,1,2015,1 -63,214583,0.01,0.01,4251077433,5542,Yes,High School or below,Male,Yes,Married,115,\N,2,1,60,Non-technology Related Job,206,MD,255,246,No,No,0.5,1891,315,1,2015,2 -63,214583,0.01,0.01,4251077433,5542,Yes,High School or below,Male,Yes,Married,115,\N,2,1,60,Non-technology Related Job,206,MD,255,246,No,No,0.5,958,958,1,2015,3 -26,75483,0.07,0.02,4251088413,5543,Yes,High School or below,Female,Yes,Married,52,\N,3,6,79,Others,379,MI,452,11,No,No,0.96,1641,234,1,2015,1 -26,75483,0.07,0.02,4251088413,5543,Yes,High School or below,Female,Yes,Married,52,\N,3,6,79,Others,379,MI,452,11,No,No,0.96,4720,944,1,2015,2 -42,73512,0.01,0.03,4251092843,5544,Yes,High School or below,Female,Yes,Married,60,\N,1,4,19,Others,239,RI,455,121,No,No,0.17,7063,1009,0,2015,1 -42,73512,0.01,0.03,4251092843,5544,Yes,High School or below,Female,Yes,Married,60,\N,1,4,19,Others,239,RI,455,121,No,No,0.17,3205,801,0,2015,2 -72,184413,0.07,0,4251082524,5545,Yes,High School or below,Male,Yes,Married,118,\N,3,1,37,Others,411,SD,152,136,No,No,0.63,5227,1045,0,2015,1 -72,184413,0.07,0,4251082524,5545,Yes,High School or below,Male,Yes,Married,118,\N,3,1,37,Others,411,SD,152,136,No,No,0.63,5920,986,0,2015,2 -20,182442,0.01,0.01,4251046360,5546,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,1,7,78,Others,271,DE,156,246,No,No,0.84,5730,955,0,2015,1 -20,182442,0.01,0.01,4251046360,5546,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,1,7,78,Others,271,DE,156,246,No,No,0.84,3067,613,0,2015,2 -20,182442,0.01,0.01,4251046360,5546,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,1,7,78,Others,271,DE,156,246,No,No,0.84,1088,1088,0,2015,3 -50,43342,0,0.01,4251054199,5547,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,2,4,96,Others,444,FL,352,11,Yes,No,0.29,1973,657,0,2015,1 -50,43342,0,0.01,4251054199,5547,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,2,4,96,Others,444,FL,352,11,Yes,No,0.29,5558,794,0,2015,2 -66,41371,0.02,0.03,4251063438,5548,Yes,Master or equivalent,Male,Yes,Married,71,\N,1,2,37,Others,304,MT,356,121,No,No,0.51,4439,739,0,2015,1 -66,41371,0.02,0.03,4251063438,5548,Yes,Master or equivalent,Male,Yes,Married,71,\N,1,2,37,Others,304,MT,356,121,No,No,0.51,1471,367,0,2015,2 -66,41371,0.02,0.03,4251063438,5548,Yes,Master or equivalent,Male,Yes,Married,71,\N,1,2,37,Others,304,MT,356,121,No,No,0.51,1436,1436,0,2015,3 -29,152271,0,0.03,4251038578,5549,Yes,Master or equivalent,Female,No,Single,9,\N,2,7,55,Others,476,NV,53,136,No,No,0.96,3933,491,0,2015,1 -29,152271,0,0.03,4251038578,5549,Yes,Master or equivalent,Female,No,Single,9,\N,2,7,55,Others,476,NV,53,136,No,No,0.96,3056,764,0,2015,2 -44,150300,0.02,0.01,4251094695,5550,Yes,High School or below,Female,No,Married,16,\N,0,5,96,Others,337,VT,56,246,No,Yes,0.17,3514,702,0,2015,1 -44,150300,0.02,0.01,4251094695,5550,Yes,High School or below,Female,No,Married,16,\N,0,5,96,Others,337,VT,56,246,No,Yes,0.17,939,469,0,2015,2 -75,11201,0,0.01,4251042114,5551,Yes,High School or below,Male,Yes,Married,74,\N,2,2,14,Others,9,WA,253,11,No,No,0.63,3195,639,0,2015,1 -75,11201,0,0.01,4251042114,5551,Yes,High School or below,Male,Yes,Married,74,\N,2,2,14,Others,9,WA,253,11,No,No,0.63,8010,801,0,2015,2 -23,9230,0.02,0.03,4251042010,5552,Yes,High School or below,Female,Yes,Single,81,\N,0,0,55,Others,369,IN,256,121,No,No,0.84,7299,912,0,2015,1 -23,9230,0.02,0.03,4251042010,5552,Yes,High School or below,Female,Yes,Single,81,\N,0,0,55,Others,369,IN,256,121,No,No,0.84,4030,806,0,2015,2 -53,120130,0,0.03,4251073086,5553,Yes,High School or below,Male,Yes,Single,19,\N,1,6,73,Others,41,IA,453,136,No,No,0.3,1272,636,0,2015,1 -53,120130,0,0.03,4251073086,5553,Yes,High School or below,Male,Yes,Single,19,\N,1,6,73,Others,41,IA,453,136,No,No,0.3,6892,765,0,2015,2 -69,118159,0.02,0.01,4251019996,5554,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,0,3,14,Others,402,NY,457,246,No,No,0.51,4344,724,0,2015,1 -69,118159,0.02,0.01,4251019996,5554,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,0,3,14,Others,402,NY,457,246,No,No,0.51,820,820,0,2015,2 -31,229059,0.01,0.01,4251095530,5555,Yes,Bachelor or equivalent,Female,No,Single,85,\N,1,1,32,Others,74,ND,154,11,No,No,0.96,7503,750,0,2015,1 -31,229059,0.01,0.01,4251095530,5555,Yes,Bachelor or equivalent,Female,No,Single,85,\N,1,1,32,Others,74,ND,154,11,No,No,0.96,193,193,0,2015,2 -47,227088,0.03,0.03,4251061017,5556,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,0,6,73,Others,434,AL,157,121,No,No,0.17,3134,783,0,2015,1 -47,227088,0.03,0.03,4251061017,5556,Yes,Bachelor or equivalent,Male,Yes,Married,92,\N,0,6,73,Others,434,AL,157,121,No,No,0.17,4152,593,0,2015,2 -78,87989,0.01,0.03,4251022282,5557,Yes,Master or equivalent,Female,Yes,Married,30,\N,1,4,91,Others,107,AZ,354,136,No,No,0.63,5683,811,0,2015,1 -78,87989,0.01,0.03,4251022282,5557,Yes,Master or equivalent,Female,Yes,Married,30,\N,1,4,91,Others,107,AZ,354,136,No,No,0.63,4288,714,0,2015,2 -26,86018,0.03,0.01,4251051480,5558,Yes,PhD or equivalent,Female,Yes,Single,38,\N,3,1,32,Others,467,MD,357,246,No,No,0.84,3875,553,1,2015,1 -26,86018,0.03,0.01,4251051480,5558,Yes,PhD or equivalent,Female,Yes,Single,38,\N,3,1,32,Others,467,MD,357,246,No,No,0.84,4927,985,1,2015,2 -26,86018,0.03,0.01,4251051480,5558,Yes,PhD or equivalent,Female,Yes,Single,38,\N,3,1,32,Others,467,MD,357,246,No,No,0.84,993,993,1,2015,3 -56,196918,0.01,0.01,4251071836,5559,Yes,High School or below,Male,Yes,Married,96,\N,1,7,50,Others,139,MA,54,11,No,No,0.3,3116,779,0,2015,1 -56,196918,0.01,0.01,4251071836,5559,Yes,High School or below,Male,Yes,Married,96,\N,1,7,50,Others,139,MA,54,11,No,No,0.3,4684,669,0,2015,2 -72,194947,0.03,0.03,4251034696,5560,Yes,High School or below,Male,Yes,Single,103,\N,3,4,90,Others,499,PA,58,121,No,No,0.51,1565,521,0,2015,1 -72,194947,0.03,0.03,4251034696,5560,Yes,High School or below,Male,Yes,Single,103,\N,3,4,90,Others,499,PA,58,121,No,No,0.51,2866,573,0,2015,2 -34,55848,0.01,0.03,4251069619,5561,Yes,High School or below,Female,Yes,Single,41,\N,0,2,9,Others,172,SC,255,136,No,No,0.96,4286,535,0,2015,1 -34,55848,0.01,0.03,4251069619,5561,Yes,High School or below,Female,Yes,Single,41,\N,0,2,9,Others,172,SC,255,136,No,No,0.96,1540,770,0,2015,2 -50,53877,0.04,0.01,4251069115,5562,Yes,High School or below,Male,Yes,Married,48,\N,3,7,49,Others,32,CT,258,246,No,No,0.17,3997,999,0,2015,1 -50,53877,0.04,0.01,4251069115,5562,Yes,High School or below,Male,Yes,Married,48,\N,3,7,49,Others,32,CT,258,246,No,No,0.17,3564,712,0,2015,2 -12,164777,0.02,0.01,4251049460,5563,Yes,Bachelor or equivalent,Female,No,Married,106,\N,0,5,68,Others,204,FL,455,11,No,Yes,0.63,6092,1015,0,2015,1 -12,164777,0.02,0.01,4251049460,5563,Yes,Bachelor or equivalent,Female,No,Married,106,\N,0,5,68,Others,204,FL,455,11,No,Yes,0.63,3860,643,0,2015,2 -28,162806,0.04,0.03,4251055014,5564,Yes,Bachelor or equivalent,Female,No,Married,114,\N,3,2,8,Others,64,MT,458,121,No,No,0.84,4994,713,0,2015,1 -28,162806,0.04,0.03,4251055014,5564,Yes,Bachelor or equivalent,Female,No,Married,114,\N,3,2,8,Others,64,MT,458,121,No,No,0.84,5301,1060,0,2015,2 -59,23706,0.02,0.03,4251050742,5565,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,0,0,27,Others,237,NV,155,136,No,No,0.3,6330,1055,0,2015,1 -59,23706,0.02,0.03,4251050742,5565,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,0,0,27,Others,237,NV,155,136,No,No,0.3,2102,700,0,2015,2 -75,21735,0.04,0.01,4251025455,5566,Yes,Master or equivalent,Male,Yes,Single,59,\N,2,5,67,Others,97,UT,159,246,No,No,0.51,5542,692,0,2015,1 -75,21735,0.04,0.01,4251025455,5566,Yes,Master or equivalent,Male,Yes,Single,59,\N,2,5,67,Others,97,UT,159,246,No,No,0.51,3249,541,0,2015,2 -75,21735,0.04,0.01,4251025455,5566,Yes,Master or equivalent,Male,Yes,Single,59,\N,2,5,67,Others,97,UT,159,246,No,No,0.51,573,573,0,2015,3 -37,132636,0.02,0.01,4251090873,5567,Yes,PhD or equivalent,Female,Yes,Single,117,\N,0,3,86,Others,269,VA,356,11,No,No,0.97,3022,604,0,2015,1 -37,132636,0.02,0.01,4251090873,5567,Yes,PhD or equivalent,Female,Yes,Single,117,\N,0,3,86,Others,269,VA,356,11,No,No,0.97,1772,590,0,2015,2 -53,130665,0.04,0.03,4251050852,5568,Yes,High School or below,Male,Yes,Married,5,\N,2,0,26,Others,130,IL,359,121,No,No,0.18,1532,306,0,2015,1 -53,130665,0.04,0.03,4251050852,5568,Yes,High School or below,Male,Yes,Married,5,\N,2,0,26,Others,130,IL,359,121,No,No,0.18,1402,467,0,2015,2 -15,241565,0.02,0.03,4251022509,5569,Yes,High School or below,Female,No,Single,62,\N,3,6,45,Others,302,IA,56,136,No,No,0.63,2542,847,0,2015,1 -15,241565,0.02,0.03,4251022509,5569,Yes,High School or below,Female,No,Single,62,\N,3,6,45,Others,302,IA,56,136,No,No,0.63,3659,522,0,2015,2 -31,239594,0.05,0.01,4251070501,5570,Yes,High School or below,Female,Yes,Married,70,\N,2,4,85,Others,162,NY,59,246,No,No,0.84,8384,838,1,2015,1 -31,239594,0.05,0.01,4251070501,5570,Yes,High School or below,Female,Yes,Married,70,\N,2,4,85,Others,162,NY,59,246,No,No,0.84,1949,649,1,2015,2 -61,100494,0.03,0.01,4251032174,5571,Yes,High School or below,Male,Yes,Married,8,\N,3,1,4,Others,334,ND,256,11,No,No,0.3,4685,669,1,2015,1 -61,100494,0.03,0.01,4251032174,5571,Yes,High School or below,Male,Yes,Married,8,\N,3,1,4,Others,334,ND,256,11,No,No,0.3,6587,731,1,2015,2 -61,100494,0.03,0.01,4251032174,5571,Yes,High School or below,Male,Yes,Married,8,\N,3,1,4,Others,334,ND,256,11,No,No,0.3,632,632,1,2015,3 -77,98523,0.05,0.03,4251030327,5572,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,1,7,44,Others,195,WY,260,121,Yes,Yes,0.51,1748,874,0,2015,1 -77,98523,0.05,0.03,4251030327,5572,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,1,7,44,Others,195,WY,260,121,Yes,Yes,0.51,4395,879,0,2015,2 -40,209424,0.03,0.03,4251045395,5573,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,3,4,63,Others,367,AK,456,136,No,No,0.97,2698,674,0,2015,1 -40,209424,0.03,0.03,4251045395,5573,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,3,4,63,Others,367,AK,456,136,No,No,0.97,1263,1263,0,2015,2 -56,207453,0.05,0.01,4251032351,5574,Yes,Master or equivalent,Male,Yes,Single,81,\N,1,2,3,Others,227,ME,460,246,No,No,0.18,5145,857,0,2015,1 -56,207453,0.05,0.01,4251032351,5574,Yes,Master or equivalent,Male,Yes,Single,81,\N,1,2,3,Others,227,ME,460,246,No,No,0.18,2838,709,0,2015,2 -18,68353,0.03,0.01,4251100032,5575,Yes,Master or equivalent,Female,Yes,Single,19,\N,2,7,21,Others,400,MA,157,11,No,No,0.63,1402,467,0,2015,1 -18,68353,0.03,0.01,4251100032,5575,Yes,Master or equivalent,Female,Yes,Single,19,\N,2,7,21,Others,400,MA,157,11,No,No,0.63,7011,701,0,2015,2 -34,66382,0.05,0.03,4251069351,5576,Yes,High School or below,Female,Yes,Married,26,\N,1,5,62,Others,260,PA,160,121,No,No,0.84,6321,790,0,2015,1 -34,66382,0.05,0.03,4251069351,5576,Yes,High School or below,Female,Yes,Married,26,\N,1,5,62,Others,260,PA,160,121,No,No,0.84,2430,810,0,2015,2 -64,177282,0.04,0.03,4251081075,5577,Yes,High School or below,Male,Yes,Married,84,\N,2,2,80,Others,432,SC,357,136,No,No,0.3,3706,463,0,2015,1 -64,177282,0.04,0.03,4251081075,5577,Yes,High School or below,Male,Yes,Married,84,\N,2,2,80,Others,432,SC,357,136,No,No,0.3,2683,536,0,2015,2 -12,175311,0.06,0.01,4251036041,5578,Yes,High School or below,Male,No,Single,91,\N,1,0,21,Others,292,CO,360,246,No,No,0.51,6356,1059,1,2015,1 -12,175311,0.06,0.01,4251036041,5578,Yes,High School or below,Male,No,Single,91,\N,1,0,21,Others,292,CO,360,246,No,No,0.51,2256,752,1,2015,2 -12,175311,0.06,0.01,4251036041,5578,Yes,High School or below,Male,No,Single,91,\N,1,0,21,Others,292,CO,360,246,No,No,0.51,282,282,1,2015,3 -43,36212,0.04,0.01,4251040280,5579,Yes,High School or below,Female,Yes,Married,29,\N,2,5,39,Others,465,DE,57,11,No,No,0.97,2164,721,0,2015,1 -58,34241,0.06,0.03,4251044446,5580,No,Bachelor or equivalent,Male,Yes,Single,37,\N,0,3,80,Others,325,MO,61,121,No,No,0.18,2915,728,0,2015,1 -58,34241,0.06,0.03,4251044446,5580,No,Bachelor or equivalent,Male,Yes,Single,37,\N,0,3,80,Others,325,MO,61,121,No,No,0.18,2046,1023,0,2015,2 -58,34241,0.06,0.03,4251044446,5580,No,Bachelor or equivalent,Male,Yes,Single,37,\N,0,3,80,Others,325,MO,61,121,No,No,0.18,401,401,0,2015,3 -21,145141,0.04,0.03,4251095627,5581,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,2,1,98,Others,497,NE,258,136,No,No,0.63,5665,708,0,2015,1 -21,145141,0.04,0.03,4251095627,5581,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,2,1,98,Others,497,NE,258,136,No,No,0.63,5591,698,0,2015,2 -37,143170,0.06,0.01,4251030705,5582,Yes,Master or equivalent,Female,Yes,Married,102,\N,0,6,39,Others,357,UT,261,246,No,No,0.85,4095,682,0,2015,1 -37,143170,0.06,0.01,4251030705,5582,Yes,Master or equivalent,Female,Yes,Married,102,\N,0,6,39,Others,357,UT,261,246,No,No,0.85,366,366,0,2015,2 -67,4071,0.04,0.01,4251050664,5583,Yes,Master or equivalent,Male,No,Married,40,\N,1,4,57,Others,30,VA,458,11,No,No,0.3,2855,951,0,2015,1 -67,4071,0.04,0.01,4251050664,5583,Yes,Master or equivalent,Male,No,Married,40,\N,1,4,57,Others,30,VA,458,11,No,No,0.3,292,146,0,2015,2 -67,4071,0.04,0.01,4251050664,5583,Yes,Master or equivalent,Male,No,Married,40,\N,1,4,57,Others,30,VA,458,11,No,No,0.3,1269,634,0,2015,3 -15,2100,0.06,0.03,4251043723,5584,Yes,High School or below,Female,Yes,Married,48,\N,0,1,98,Others,390,ID,461,121,No,No,0.51,366,183,0,2015,1 -15,2100,0.06,0.03,4251043723,5584,Yes,High School or below,Female,Yes,Married,48,\N,0,1,98,Others,390,ID,461,121,No,No,0.51,608,304,0,2015,2 -45,113000,0.05,0.03,4251043807,5585,Yes,High School or below,Female,Yes,Married,106,\N,1,7,16,Others,62,IN,158,136,No,Yes,0.97,663,663,0,2015,1 -45,113000,0.05,0.03,4251043807,5585,Yes,High School or below,Female,Yes,Married,106,\N,1,7,16,Others,62,IN,158,136,No,Yes,0.97,4945,824,0,2015,2 -61,111029,0.07,0.01,4251055088,5586,Yes,High School or below,Male,Yes,Single,113,\N,0,4,57,Others,423,NM,162,246,No,No,0.18,6685,835,0,2015,1 -61,111029,0.07,0.01,4251055088,5586,Yes,High School or below,Male,Yes,Single,113,\N,0,4,57,Others,423,NM,162,246,No,No,0.18,7324,732,0,2015,2 -61,111029,0.07,0.01,4251055088,5586,Yes,High School or below,Male,Yes,Single,113,\N,0,4,57,Others,423,NM,162,246,No,No,0.18,460,460,0,2015,3 -24,221929,0.05,0.01,4251052975,5587,Yes,High School or below,Female,Yes,Single,51,\N,1,2,75,Others,95,NC,359,10,No,No,0.64,4373,874,0,2015,1 -24,221929,0.05,0.01,4251052975,5587,Yes,High School or below,Female,Yes,Single,51,\N,1,2,75,Others,95,NC,359,10,No,No,0.64,4908,818,0,2015,2 -39,219958,0.07,0.03,4251023114,5588,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,3,7,15,Others,455,WY,362,120,No,No,0.85,5062,723,0,2015,1 -39,219958,0.07,0.03,4251023114,5588,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,3,7,15,Others,455,WY,362,120,No,No,0.85,3195,798,0,2015,2 -70,80859,0.05,0.03,4251015745,5589,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,0,5,34,Others,127,AK,59,135,No,No,0.3,2060,686,0,2015,1 -70,80859,0.05,0.03,4251015745,5589,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,0,5,34,Others,127,AK,59,135,No,No,0.3,5928,741,0,2015,2 -18,78888,0.07,0.01,4251076475,5590,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,3,2,74,Others,488,LA,62,245,No,No,0.51,7158,894,0,2015,1 -18,78888,0.07,0.01,4251076475,5590,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,3,2,74,Others,488,LA,62,245,No,No,0.51,4315,863,0,2015,2 -48,189788,0.05,0.01,4251073615,5591,Yes,Master or equivalent,Male,Yes,Married,62,\N,0,0,93,Others,160,MD,259,10,No,No,0.97,2109,527,0,2015,1 -48,189788,0.05,0.01,4251073615,5591,Yes,Master or equivalent,Male,Yes,Married,62,\N,0,0,93,Others,160,MD,259,10,No,No,0.97,1798,899,0,2015,2 -64,187817,0.07,0.03,4251031050,5592,Yes,High School or below,Male,No,Single,69,\N,3,5,33,Others,20,OR,263,120,No,Yes,0.18,2892,578,0,2015,1 -64,187817,0.07,0.03,4251031050,5592,Yes,High School or below,Male,No,Single,69,\N,3,5,33,Others,20,OR,263,120,No,Yes,0.18,3322,553,0,2015,2 -26,48717,0.06,0.03,4251051883,5593,Yes,High School or below,Female,Yes,Single,7,\N,0,3,52,Others,193,RI,460,135,No,No,0.64,3312,552,0,2015,1 -26,48717,0.06,0.03,4251051883,5593,Yes,High School or below,Female,Yes,Single,7,\N,0,3,52,Others,193,RI,460,135,No,No,0.64,5022,717,0,2015,2 -42,46746,0,0.01,4251045037,5594,Yes,High School or below,Female,Yes,Single,15,\N,2,0,92,Others,53,CO,463,245,Yes,No,0.85,2844,711,0,2015,1 -42,46746,0,0.01,4251045037,5594,Yes,High School or below,Female,Yes,Single,15,\N,2,0,92,Others,53,CO,463,245,Yes,No,0.85,2857,714,0,2015,2 -73,157647,0.06,0.01,4251042551,5595,Yes,High School or below,Male,Yes,Single,72,\N,0,6,11,Technology Related Job,225,DE,160,10,No,No,0.3,2466,493,0,2015,1 -73,157647,0.06,0.01,4251042551,5595,Yes,High School or below,Male,Yes,Single,72,\N,0,6,11,Technology Related Job,225,DE,160,10,No,No,0.3,3030,505,0,2015,2 -21,155676,0,0.03,4251037047,5596,Yes,High School or below,Female,Yes,Married,80,\N,2,3,51,Others,85,MO,163,120,No,No,0.52,5325,887,0,2015,1 -21,155676,0,0.03,4251037047,5596,Yes,High School or below,Female,Yes,Married,80,\N,2,3,51,Others,85,MO,163,120,No,No,0.52,3461,692,0,2015,2 -51,16576,0.06,0.03,4251081627,5597,Yes,Bachelor or equivalent,Male,No,Married,18,\N,3,1,70,Technology Related Job,258,MT,360,135,No,No,0.97,3062,510,0,2015,1 -51,16576,0.06,0.03,4251081627,5597,Yes,Bachelor or equivalent,Male,No,Married,18,\N,3,1,70,Technology Related Job,258,MT,360,135,No,No,0.97,2650,662,0,2015,2 -67,14605,0,0.01,4251036918,5598,Yes,Bachelor or equivalent,Male,No,Single,25,\N,2,7,10,Others,118,TX,363,245,No,No,0.18,4725,675,0,2015,1 -67,14605,0,0.01,4251036918,5598,Yes,Bachelor or equivalent,Male,No,Single,25,\N,2,7,10,Others,118,TX,363,245,No,No,0.18,2531,843,0,2015,2 -67,14605,0,0.01,4251036918,5598,Yes,Bachelor or equivalent,Male,No,Single,25,\N,2,7,10,Others,118,TX,363,245,No,No,0.18,1232,1232,0,2015,3 -29,125506,0.06,0.01,4251055487,5599,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,3,4,29,Technology Related Job,290,VT,60,10,No,No,0.64,1831,610,0,2015,1 -29,125506,0.06,0.01,4251055487,5599,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,3,4,29,Technology Related Job,290,VT,60,10,No,No,0.64,2804,467,0,2015,2 -45,123534,0,0.03,4251049034,5600,Yes,PhD or equivalent,Female,Yes,Single,91,\N,2,2,69,Others,150,ID,64,120,No,No,0.85,7966,796,0,2015,1 -45,123534,0,0.03,4251049034,5600,Yes,PhD or equivalent,Female,Yes,Single,91,\N,2,2,69,Others,150,ID,64,120,No,No,0.85,1457,728,0,2015,2 -75,234435,0.07,0.03,4251011520,5601,Yes,High School or below,Male,Yes,Single,29,\N,3,7,88,Technology Related Job,323,IN,261,135,No,No,0.31,1505,501,0,2015,1 -75,234435,0.07,0.03,4251011520,5601,Yes,High School or below,Male,Yes,Single,29,\N,3,7,88,Technology Related Job,323,IN,261,135,No,No,0.31,5357,765,0,2015,2 -23,232464,0.01,0.01,4251014767,5602,Yes,High School or below,Female,Yes,Married,36,\N,1,5,28,Others,183,NM,264,245,No,No,0.52,4351,870,0,2015,1 -23,232464,0.01,0.01,4251014767,5602,Yes,High School or below,Female,Yes,Married,36,\N,1,5,28,Others,183,NM,264,245,No,No,0.52,4266,609,0,2015,2 -54,93364,0.07,0.01,4251024040,5603,Yes,High School or below,Male,Yes,Married,94,\N,3,2,46,Technology Related Job,355,NY,461,10,No,No,0.97,1264,632,0,2015,1 -54,93364,0.07,0.01,4251024040,5603,Yes,High School or below,Male,Yes,Married,94,\N,3,2,46,Technology Related Job,355,NY,461,10,No,No,0.97,1965,982,0,2015,2 -54,93364,0.07,0.01,4251024040,5603,Yes,High School or below,Male,Yes,Married,94,\N,3,2,46,Technology Related Job,355,NY,461,10,No,No,0.97,2184,1092,0,2015,3 -70,91393,0.01,0.03,4251089174,5604,Yes,High School or below,Male,Yes,Single,102,\N,1,0,87,Others,216,WI,464,120,No,No,0.18,4422,737,0,2015,1 -70,91393,0.01,0.03,4251089174,5604,Yes,High School or below,Male,Yes,Single,102,\N,1,0,87,Others,216,WI,464,120,No,No,0.18,1012,337,0,2015,2 -32,202294,0.07,0.03,4251010741,5605,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,5,5,Technology Related Job,388,AL,161,135,No,No,0.64,661,661,0,2015,1 -32,202294,0.07,0.03,4251010741,5605,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,5,5,Technology Related Job,388,AL,161,135,No,No,0.64,7163,651,0,2015,2 -48,200323,0.01,0.01,4251092311,5606,Yes,Bachelor or equivalent,Female,No,Single,47,\N,1,3,46,Others,248,LA,165,245,No,No,0.85,3153,525,0,2015,1 -48,200323,0.01,0.01,4251092311,5606,Yes,Bachelor or equivalent,Female,No,Single,47,\N,1,3,46,Others,248,LA,165,245,No,No,0.85,3005,751,0,2015,2 -78,61223,0.07,0.01,4251011512,5607,Yes,Bachelor or equivalent,Male,Yes,Single,105,\N,2,0,64,Technology Related Job,421,MD,362,10,No,Yes,0.31,2694,673,0,2015,1 -78,61223,0.07,0.01,4251011512,5607,Yes,Bachelor or equivalent,Male,Yes,Single,105,\N,2,0,64,Technology Related Job,421,MD,362,10,No,Yes,0.31,1808,602,0,2015,2 -78,61223,0.07,0.01,4251011512,5607,Yes,Bachelor or equivalent,Male,Yes,Single,105,\N,2,0,64,Technology Related Job,421,MD,362,10,No,Yes,0.31,1030,1030,0,2015,3 -26,59252,0.01,0.03,4251046154,5608,Yes,Master or equivalent,Female,Yes,Married,112,\N,1,6,5,Others,281,OR,365,120,No,No,0.52,6817,852,0,2015,1 -26,59252,0.01,0.03,4251046154,5608,Yes,Master or equivalent,Female,Yes,Married,112,\N,1,6,5,Others,281,OR,365,120,No,No,0.52,3589,717,0,2015,2 -57,170152,0,0.03,4251065220,5609,Yes,PhD or equivalent,Male,Yes,Married,50,\N,2,4,23,Technology Related Job,453,PA,62,135,No,No,0.97,4962,827,0,2015,1 -57,170152,0,0.03,4251065220,5609,Yes,PhD or equivalent,Male,Yes,Married,50,\N,2,4,23,Technology Related Job,453,PA,62,135,No,No,0.97,4626,771,0,2015,2 -72,168181,0.02,0.01,4251069774,5610,Yes,High School or below,Male,Yes,Married,58,\N,0,1,64,Others,313,CA,65,245,No,No,0.18,5509,918,0,2015,1 -72,168181,0.02,0.01,4251069774,5610,Yes,High School or below,Male,Yes,Married,58,\N,0,1,64,Others,313,CA,65,245,No,No,0.18,3907,781,0,2015,2 -72,168181,0.02,0.01,4251069774,5610,Yes,High School or below,Male,Yes,Married,58,\N,0,1,64,Others,313,CA,65,245,No,No,0.18,430,430,0,2015,3 -35,29082,0,0.01,4251017535,5611,Yes,High School or below,Female,No,Married,116,\N,1,7,82,Technology Related Job,486,CT,262,10,Yes,No,0.64,4607,767,0,2015,1 -35,29082,0,0.01,4251017535,5611,Yes,High School or below,Female,No,Married,116,\N,1,7,82,Technology Related Job,486,CT,262,10,Yes,No,0.64,6848,978,0,2015,2 -51,27111,0.02,0.03,4251079984,5612,Yes,High School or below,Female,No,Single,3,\N,0,4,23,Others,346,MS,266,120,No,No,0.85,841,420,0,2015,1 -51,27111,0.02,0.03,4251079984,5612,Yes,High School or below,Female,No,Single,3,\N,0,4,23,Others,346,MS,266,120,No,No,0.85,4018,803,0,2015,2 -51,27111,0.02,0.03,4251079984,5612,Yes,High School or below,Female,No,Single,3,\N,0,4,23,Others,346,MS,266,120,No,No,0.85,150,150,0,2015,3 -13,138011,0,0.03,4251043574,5613,Yes,High School or below,Male,Yes,Single,61,\N,1,2,41,Technology Related Job,18,MT,463,135,No,No,0.31,6853,979,1,2015,1 -13,138011,0,0.03,4251043574,5613,Yes,High School or below,Male,Yes,Single,61,\N,1,2,41,Technology Related Job,18,MT,463,135,No,No,0.31,2900,580,1,2015,2 -29,136040,0.02,0.01,4251069103,5614,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,0,7,82,Others,378,TX,466,245,No,Yes,0.52,318,159,0,2015,1 -29,136040,0.02,0.01,4251069103,5614,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,0,7,82,Others,378,TX,466,245,No,Yes,0.52,6178,772,0,2015,2 -59,246940,0,0.01,4251062917,5615,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,1,5,0,Technology Related Job,51,UT,163,10,No,No,0.98,4603,767,0,2015,1 -59,246940,0,0.01,4251062917,5615,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,1,5,0,Technology Related Job,51,UT,163,10,No,No,0.98,1538,384,0,2015,2 -75,244969,0.02,0.03,4251082441,5616,Yes,Master or equivalent,Male,Yes,Married,14,\N,3,2,40,Others,411,HI,166,120,No,No,0.19,1455,485,0,2015,1 -75,244969,0.02,0.03,4251082441,5616,Yes,Master or equivalent,Male,Yes,Married,14,\N,3,2,40,Others,411,HI,166,120,No,No,0.19,1046,523,0,2015,2 -38,105870,0.01,0.03,4251018202,5617,Yes,Master or equivalent,Female,No,Married,72,\N,1,0,59,Technology Related Job,83,IL,363,135,No,No,0.64,4228,845,0,2015,1 -38,105870,0.01,0.03,4251018202,5617,Yes,Master or equivalent,Female,No,Married,72,\N,1,0,59,Technology Related Job,83,IL,363,135,No,No,0.64,2614,653,0,2015,2 -38,105870,0.01,0.03,4251018202,5617,Yes,Master or equivalent,Female,No,Married,72,\N,1,0,59,Technology Related Job,83,IL,363,135,No,No,0.64,1204,1204,0,2015,3 -53,103899,0.03,0.01,4251085691,5618,Yes,High School or below,Male,Yes,Single,79,\N,3,5,99,Others,443,NJ,367,245,No,No,0.85,5765,1153,0,2015,1 -53,103899,0.03,0.01,4251085691,5618,Yes,High School or below,Male,Yes,Single,79,\N,3,5,99,Others,443,NJ,367,245,No,No,0.85,9096,1010,0,2015,2 -16,214799,0.01,0.01,4251093229,5619,Yes,High School or below,Female,Yes,Single,17,\N,0,3,18,Technology Related Job,116,NY,63,10,No,No,0.31,2782,695,0,2015,1 -16,214799,0.01,0.01,4251093229,5619,Yes,High School or below,Female,Yes,Single,17,\N,0,3,18,Technology Related Job,116,NY,63,10,No,No,0.31,3495,873,0,2015,2 -16,214799,0.01,0.01,4251093229,5619,Yes,High School or below,Female,Yes,Single,17,\N,0,3,18,Technology Related Job,116,NY,63,10,No,No,0.31,452,452,0,2015,3 -18,19757,0.04,0.01,4251070683,5620,Yes,High School or below,Male,Yes,Married,108,\N,2,5,87,Technology Related Job,292,MS,163,45,No,No,0.84,4734,591,0,2015,1 -18,19757,0.04,0.01,4251070683,5620,Yes,High School or below,Male,Yes,Married,108,\N,2,5,87,Technology Related Job,292,MS,163,45,No,No,0.84,1803,601,0,2015,2 -20,74714,0,0,4251093211,5621,Yes,High School or below,Male,No,Single,79,\N,3,7,57,Technology Related Job,468,KY,262,80,No,No,0.37,1708,569,0,2015,1 -20,74714,0,0,4251093211,5621,Yes,High School or below,Male,No,Single,79,\N,3,7,57,Technology Related Job,468,KY,262,80,No,No,0.37,2422,605,0,2015,2 -76,16800,0,0.01,4251029995,5622,Yes,Bachelor or equivalent,Female,No,Single,119,\N,1,1,48,Others,332,MO,168,210,Yes,No,0.66,6568,821,0,2015,1 -76,16800,0,0.01,4251029995,5622,Yes,Bachelor or equivalent,Female,No,Single,119,\N,1,1,48,Others,332,MO,168,210,Yes,No,0.66,2185,1092,0,2015,2 -38,127700,0.06,0.01,4251032796,5623,Yes,Bachelor or equivalent,Male,Yes,Single,57,\N,3,7,66,Technology Related Job,5,MT,365,225,No,No,0.11,4934,822,0,2015,1 -38,127700,0.06,0.01,4251032796,5623,Yes,Bachelor or equivalent,Male,Yes,Single,57,\N,3,7,66,Technology Related Job,5,MT,365,225,No,No,0.11,1802,600,0,2015,2 -40,182658,0.01,0.01,4251040726,5624,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,0,1,36,Technology Related Job,181,ME,464,10,No,No,0.64,5866,838,0,2015,1 -40,182658,0.01,0.01,4251040726,5624,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,0,1,36,Technology Related Job,181,ME,464,10,No,No,0.64,1111,277,0,2015,2 -43,237615,0.05,0.01,4251094657,5625,Yes,Bachelor or equivalent,Female,Yes,Single,119,\N,1,3,5,Technology Related Job,357,ID,63,45,No,No,0.17,2951,737,0,2015,1 -43,237615,0.05,0.01,4251094657,5625,Yes,Bachelor or equivalent,Female,Yes,Single,119,\N,1,3,5,Technology Related Job,357,ID,63,45,No,No,0.17,5955,850,0,2015,2 -45,42573,0.01,0,4251012503,5626,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,2,5,75,Technology Related Job,33,AR,163,80,No,Yes,0.71,7241,804,0,2015,1 -45,42573,0.01,0,4251012503,5626,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,2,5,75,Technology Related Job,33,AR,163,80,No,Yes,0.71,2746,1373,0,2015,2 -61,40602,0.03,0.02,4251040742,5627,Yes,PhD or equivalent,Female,Yes,Single,97,\N,1,3,15,Technology Related Job,394,MA,166,190,No,No,0.92,4876,812,0,2015,1 -61,40602,0.03,0.02,4251040742,5627,Yes,PhD or equivalent,Female,Yes,Single,97,\N,1,3,15,Technology Related Job,394,MA,166,190,No,No,0.92,3660,610,0,2015,2 -63,95559,0.06,0.01,4251091629,5628,Yes,High School or below,Male,No,Married,68,\N,2,5,84,Technology Related Job,70,IN,265,225,No,No,0.45,885,885,0,2015,1 -63,95559,0.06,0.01,4251091629,5628,Yes,High School or below,Male,No,Married,68,\N,2,5,84,Technology Related Job,70,IN,265,225,No,No,0.45,3178,635,0,2015,2 -65,150517,0.02,0.01,4251051186,5629,Yes,High School or below,Male,Yes,Single,39,\N,3,7,54,Technology Related Job,246,CO,365,10,No,No,0.98,2779,694,0,2015,1 -65,150517,0.02,0.01,4251051186,5629,Yes,High School or below,Male,Yes,Single,39,\N,3,7,54,Technology Related Job,246,CO,365,10,No,No,0.98,4164,1041,0,2015,2 -67,205474,0.06,0.01,4251039568,5630,Yes,High School or below,Male,Yes,Married,9,\N,1,1,23,Technology Related Job,422,WI,464,45,No,No,0.51,2333,777,0,2015,1 -67,205474,0.06,0.01,4251039568,5630,Yes,High School or below,Male,Yes,Married,9,\N,1,1,23,Technology Related Job,422,WI,464,45,No,No,0.51,1858,265,0,2015,2 -15,203503,0,0.02,4251022150,5631,Yes,High School or below,Male,Yes,Single,17,\N,3,7,63,Others,282,KS,467,155,No,No,0.72,4984,996,0,2015,1 -15,203503,0,0.02,4251022150,5631,Yes,High School or below,Male,Yes,Single,17,\N,3,7,63,Others,282,KS,467,155,No,No,0.72,3149,629,0,2015,2 -15,203503,0,0.02,4251022150,5631,Yes,High School or below,Male,Yes,Single,17,\N,3,7,63,Others,282,KS,467,155,No,No,0.72,1090,1090,0,2015,3 -17,8461,0.03,0.02,4251093169,5632,Yes,High School or below,Female,No,Married,108,\N,0,1,33,Technology Related Job,459,FL,67,190,No,No,0.25,4517,903,0,2015,1 -17,8461,0.03,0.02,4251093169,5632,Yes,High School or below,Female,No,Married,108,\N,0,1,33,Technology Related Job,459,FL,67,190,No,No,0.25,1772,590,0,2015,2 -17,8461,0.03,0.02,4251093169,5632,Yes,High School or below,Female,No,Married,108,\N,0,1,33,Technology Related Job,459,FL,67,190,No,No,0.25,721,721,0,2015,3 -19,63418,0.07,0.01,4251052713,5633,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,1,3,2,Technology Related Job,135,AL,166,225,No,No,0.78,2247,561,0,2015,1 -19,63418,0.07,0.01,4251052713,5633,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,1,3,2,Technology Related Job,135,AL,166,225,No,No,0.78,3844,640,0,2015,2 -21,118375,0.02,0.01,4251052679,5634,Yes,Bachelor or equivalent,Female,No,Married,49,\N,3,5,72,Technology Related Job,311,UT,265,10,No,No,0.31,2154,718,0,2015,1 -21,118375,0.02,0.01,4251052679,5634,Yes,Bachelor or equivalent,Female,No,Married,49,\N,3,5,72,Technology Related Job,311,UT,265,10,No,No,0.31,2010,670,0,2015,2 -37,116404,0.04,0.02,4251041148,5635,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,1,3,12,Others,171,HI,269,120,No,No,0.52,4902,980,0,2015,1 -37,116404,0.04,0.02,4251041148,5635,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,1,3,12,Others,171,HI,269,120,No,No,0.52,2587,431,0,2015,2 -39,171362,0,0.02,4251015033,5636,Yes,Master or equivalent,Female,Yes,Married,28,\N,2,5,81,Others,348,AZ,368,155,No,No,0.05,3205,641,0,2015,1 -39,171362,0,0.02,4251015033,5636,Yes,Master or equivalent,Female,Yes,Married,28,\N,2,5,81,Others,348,AZ,368,155,No,No,0.05,3458,494,0,2015,2 -42,226319,0.04,0.02,4251086584,5637,Yes,Master or equivalent,Male,Yes,Single,119,\N,0,7,51,Technology Related Job,24,VA,467,190,No,Yes,0.58,2055,513,0,2015,1 -42,226319,0.04,0.02,4251086584,5637,Yes,Master or equivalent,Male,Yes,Single,119,\N,0,7,51,Technology Related Job,24,VA,467,190,No,Yes,0.58,3953,988,0,2015,2 -72,87220,0.02,0.02,4251084915,5638,Yes,PhD or equivalent,Female,No,Single,56,\N,1,5,69,Technology Related Job,196,WV,164,205,No,No,0.04,5301,883,0,2015,1 -72,87220,0.02,0.02,4251084915,5638,Yes,PhD or equivalent,Female,No,Single,56,\N,1,5,69,Technology Related Job,196,WV,164,205,No,No,0.04,5989,665,0,2015,2 -60,29306,0.01,0.03,4251018309,5639,Yes,High School or below,Male,No,Single,97,\N,3,7,60,Others,60,CA,70,85,No,No,0.33,6146,878,0,2015,1 -60,29306,0.01,0.03,4251018309,5639,Yes,High School or below,Male,No,Single,97,\N,3,7,60,Others,60,CA,70,85,No,No,0.33,2650,662,0,2015,2 -62,84263,0.05,0.02,4251012057,5640,Yes,High School or below,Male,Yes,Married,68,\N,1,1,30,Others,236,WV,169,120,Yes,Yes,0.86,5660,628,0,2015,1 -62,84263,0.05,0.02,4251012057,5640,Yes,High School or below,Male,Yes,Married,68,\N,1,1,30,Others,236,WV,169,120,Yes,Yes,0.86,5619,802,0,2015,2 -64,139221,0.01,0.02,4251047989,5641,Yes,High School or below,Female,Yes,Single,39,\N,2,3,99,Others,413,SD,269,155,No,No,0.39,3555,592,0,2015,1 -64,139221,0.01,0.02,4251047989,5641,Yes,High School or below,Female,Yes,Single,39,\N,2,3,99,Others,413,SD,269,155,No,No,0.39,5566,795,0,2015,2 -26,121,0.07,0.02,4251060333,5642,Yes,High School or below,Male,Yes,Single,96,\N,3,1,18,Technology Related Job,85,TN,466,170,No,Yes,0.84,9148,1016,0,2015,1 -26,121,0.07,0.02,4251060333,5642,Yes,High School or below,Male,Yes,Single,96,\N,3,1,18,Technology Related Job,85,TN,466,170,No,Yes,0.84,1593,398,0,2015,2 -29,55078,0.02,0.02,4251059396,5643,Yes,High School or below,Male,Yes,Married,67,\N,0,3,87,Technology Related Job,261,OH,65,205,No,No,0.37,5750,638,0,2015,1 -29,55078,0.02,0.02,4251059396,5643,Yes,High School or below,Male,Yes,Married,67,\N,0,3,87,Technology Related Job,261,OH,65,205,No,No,0.37,5601,800,0,2015,2 -16,247164,0.02,0.03,4251055664,5644,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,3,5,78,Others,125,TX,471,85,No,No,0.66,6189,687,0,2015,1 -16,247164,0.02,0.03,4251055664,5644,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,3,5,78,Others,125,TX,471,85,No,No,0.66,2666,666,0,2015,2 -18,52122,0.05,0.02,4251022921,5645,Yes,Bachelor or equivalent,Male,No,Single,78,\N,0,7,48,Others,302,OH,70,120,No,No,0.19,3082,513,0,2015,1 -18,52122,0.05,0.02,4251022921,5645,Yes,Bachelor or equivalent,Male,No,Single,78,\N,0,7,48,Others,302,OH,70,120,No,No,0.19,2102,700,0,2015,2 -49,163022,0.04,0.03,4251050694,5646,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,1,5,66,Technology Related Job,474,OR,267,135,No,No,0.65,5310,1062,0,2015,1 -49,163022,0.04,0.03,4251050694,5646,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,1,5,66,Technology Related Job,474,OR,267,135,No,No,0.65,3191,638,0,2015,2 -51,217980,0.07,0.02,4251089799,5647,Yes,Master or equivalent,Female,Yes,Married,107,\N,3,7,36,Technology Related Job,150,NJ,366,170,No,No,0.18,4426,632,1,2015,1 -51,217980,0.07,0.02,4251089799,5647,Yes,Master or equivalent,Female,Yes,Married,107,\N,3,7,36,Technology Related Job,150,NJ,366,170,No,No,0.18,4814,601,1,2015,2 -53,22937,0.03,0.02,4251083483,5648,Yes,Master or equivalent,Female,Yes,Single,78,\N,0,1,5,Technology Related Job,326,MI,465,205,No,No,0.71,878,878,0,2015,1 -53,22937,0.03,0.02,4251083483,5648,Yes,Master or equivalent,Female,Yes,Single,78,\N,0,1,5,Technology Related Job,326,MI,465,205,No,No,0.71,5051,841,0,2015,2 -41,215023,0.02,0.03,4251060448,5649,Yes,High School or below,Male,Yes,Married,118,\N,2,3,96,Others,190,NJ,371,85,No,No,0.99,4628,771,0,2015,1 -41,215023,0.02,0.03,4251060448,5649,Yes,High School or below,Male,Yes,Married,118,\N,2,3,96,Others,190,NJ,371,85,No,No,0.99,8910,742,0,2015,2 -71,75924,0.01,0.03,4251081091,5650,Yes,High School or below,Female,Yes,Single,56,\N,0,1,15,Technology Related Job,363,NY,68,100,No,No,0.45,7652,765,0,2015,1 -71,75924,0.01,0.03,4251081091,5650,Yes,High School or below,Female,Yes,Single,56,\N,0,1,15,Technology Related Job,363,NY,68,100,No,No,0.45,2005,668,0,2015,2 -73,130881,0.04,0.03,4251020132,5651,Yes,High School or below,Male,No,Married,27,\N,1,3,84,Technology Related Job,39,MO,167,135,No,No,0.98,1409,352,0,2015,1 -73,130881,0.04,0.03,4251020132,5651,Yes,High School or below,Male,No,Married,27,\N,1,3,84,Technology Related Job,39,MO,167,135,No,No,0.98,10240,853,0,2015,2 -75,185838,0,0.02,4251035654,5652,Yes,High School or below,Male,Yes,Married,118,\N,2,5,53,Technology Related Job,215,KY,267,170,No,No,0.51,1455,485,0,2015,1 -23,183867,0.02,0,4251053285,5653,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,1,2,94,Technology Related Job,75,ND,270,30,No,No,0.72,3228,645,0,2015,1 -23,183867,0.02,0,4251053285,5653,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,1,2,94,Technology Related Job,75,ND,270,30,No,No,0.72,2612,522,0,2015,2 -25,238825,0.05,0,4251061394,5654,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,2,5,63,Technology Related Job,252,NE,369,65,No,No,0.25,1837,612,0,2015,1 -25,238825,0.05,0,4251061394,5654,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,2,5,63,Technology Related Job,252,NE,369,65,No,No,0.25,4393,732,0,2015,2 -28,43782,0.01,0.03,4251066221,5655,Yes,Bachelor or equivalent,Female,Yes,Single,67,\N,3,7,33,Technology Related Job,428,ME,469,100,No,No,0.79,1405,468,1,2015,1 -28,43782,0.01,0.03,4251066221,5655,Yes,Bachelor or equivalent,Female,Yes,Single,67,\N,3,7,33,Technology Related Job,428,ME,469,100,No,No,0.79,4910,545,1,2015,2 -28,43782,0.01,0.03,4251066221,5655,Yes,Bachelor or equivalent,Female,Yes,Single,67,\N,3,7,33,Technology Related Job,428,ME,469,100,No,No,0.79,144,144,1,2015,3 -30,98740,0.05,0.03,4251014796,5656,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,0,1,2,Technology Related Job,104,ID,68,135,No,No,0.32,3204,801,0,2015,1 -30,98740,0.05,0.03,4251014796,5656,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,0,1,2,Technology Related Job,104,ID,68,135,No,No,0.32,6289,786,0,2015,2 -30,98740,0.05,0.03,4251014796,5656,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,0,1,2,Technology Related Job,104,ID,68,135,No,No,0.32,1138,1138,0,2015,3 -46,96769,0.07,0,4251020942,5657,Yes,Master or equivalent,Female,Yes,Married,45,\N,3,6,42,Others,464,NH,71,245,No,No,0.53,6266,696,0,2015,1 -46,96769,0.07,0,4251020942,5657,Yes,Master or equivalent,Female,Yes,Married,45,\N,3,6,42,Others,464,NH,71,245,No,No,0.53,2823,941,0,2015,2 -48,151726,0.02,0,4251036581,5658,Yes,PhD or equivalent,Female,Yes,Married,16,\N,0,1,12,Technology Related Job,141,MA,171,30,No,No,0.06,8021,802,0,2015,1 -48,151726,0.02,0,4251036581,5658,Yes,PhD or equivalent,Female,Yes,Married,16,\N,0,1,12,Technology Related Job,141,MA,171,30,No,No,0.06,5462,682,0,2015,2 -48,151726,0.02,0,4251036581,5658,Yes,PhD or equivalent,Female,Yes,Married,16,\N,0,1,12,Technology Related Job,141,MA,171,30,No,No,0.06,1239,1239,0,2015,3 -50,206684,0.06,0,4251062938,5659,Yes,High School or below,Male,Yes,Single,107,\N,1,3,81,Technology Related Job,317,IN,270,65,No,No,0.59,3934,655,0,2015,1 -50,206684,0.06,0,4251062938,5659,Yes,High School or below,Male,Yes,Single,107,\N,1,3,81,Technology Related Job,317,IN,270,65,No,No,0.59,873,873,0,2015,2 -52,11641,0.02,0.03,4251089290,5660,Yes,High School or below,Male,Yes,Married,78,\N,2,5,50,Technology Related Job,493,CT,369,100,No,No,0.12,2274,568,0,2015,1 -52,11641,0.02,0.03,4251089290,5660,Yes,High School or below,Male,Yes,Married,78,\N,2,5,50,Technology Related Job,493,CT,369,100,No,No,0.12,3661,610,0,2015,2 -52,11641,0.02,0.03,4251089290,5660,Yes,High School or below,Male,Yes,Married,78,\N,2,5,50,Technology Related Job,493,CT,369,100,No,No,0.12,37,37,0,2015,3 -68,9670,0.04,0.01,4251092350,5661,Yes,High School or below,Male,Yes,Single,85,\N,1,2,91,Others,353,MN,373,210,No,No,0.33,3866,644,0,2015,1 -68,9670,0.04,0.01,4251092350,5661,Yes,High School or below,Male,Yes,Single,85,\N,1,2,91,Others,353,MN,373,210,No,No,0.33,2690,896,0,2015,2 -70,64627,0.07,0,4251083033,5662,Yes,High School or below,Male,No,Married,56,\N,2,4,60,Others,29,KS,472,245,No,No,0.86,4372,874,0,2015,1 -70,64627,0.07,0,4251083033,5662,Yes,High School or below,Male,No,Married,56,\N,2,4,60,Others,29,KS,472,245,No,No,0.86,1216,405,0,2015,2 -72,119585,0.03,0,4251042273,5663,Yes,High School or below,Female,Yes,Single,27,\N,3,7,30,Technology Related Job,206,FL,71,30,No,No,0.39,3517,879,0,2015,1 -72,119585,0.03,0,4251042273,5663,Yes,High School or below,Female,Yes,Single,27,\N,3,7,30,Technology Related Job,206,FL,71,30,No,No,0.39,1049,524,0,2015,2 -75,174542,0.06,0,4251020061,5664,Yes,Bachelor or equivalent,Female,Yes,Married,118,\N,1,1,99,Technology Related Job,382,AL,171,65,No,Yes,0.92,2874,574,0,2015,1 -75,174542,0.06,0,4251020061,5664,Yes,Bachelor or equivalent,Female,Yes,Married,118,\N,1,1,99,Technology Related Job,382,AL,171,65,No,Yes,0.92,7760,776,0,2015,2 -37,35443,0.05,0,4251068475,5665,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,2,6,17,Non-technology Related Job,54,AZ,368,80,No,No,0.38,5038,1007,0,2015,1 -37,35443,0.05,0,4251068475,5665,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,2,6,17,Non-technology Related Job,54,AZ,368,80,No,No,0.38,2451,612,0,2015,2 -25,227529,0.04,0.01,4251032954,5666,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,0,0,9,Others,418,HI,273,210,No,No,0.66,4113,514,0,2015,1 -25,227529,0.04,0.01,4251032954,5666,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,0,0,9,Others,418,HI,273,210,No,No,0.66,8204,745,0,2015,2 -27,32486,0,0,4251011575,5667,Yes,Master or equivalent,Female,Yes,Single,67,\N,2,3,78,Technology Related Job,95,AZ,373,245,Yes,Yes,0.2,5327,665,0,2015,1 -27,32486,0,0,4251011575,5667,Yes,Master or equivalent,Female,Yes,Single,67,\N,2,3,78,Technology Related Job,95,AZ,373,245,Yes,Yes,0.2,2463,492,0,2015,2 -29,87444,0.03,0,4251083188,5668,No,Master or equivalent,Male,No,Married,38,\N,3,5,47,Technology Related Job,271,VA,472,30,No,No,0.73,3113,622,0,2015,1 -29,87444,0.03,0,4251083188,5668,No,Master or equivalent,Male,No,Married,38,\N,3,5,47,Technology Related Job,271,VA,472,30,No,No,0.73,1782,594,0,2015,2 -59,198344,0.02,0,4251100059,5669,Yes,PhD or equivalent,Female,Yes,Married,96,\N,0,2,66,Technology Related Job,443,WV,169,45,No,Yes,0.18,2390,597,0,2015,1 -59,198344,0.02,0,4251100059,5669,Yes,PhD or equivalent,Female,Yes,Married,96,\N,0,2,66,Technology Related Job,443,WV,169,45,No,Yes,0.18,2612,653,0,2015,2 -61,3301,0.05,0,4251010810,5670,Yes,High School or below,Female,Yes,Single,66,\N,1,5,35,Non-technology Related Job,119,SC,268,80,No,No,0.71,3693,615,0,2015,1 -61,3301,0.05,0,4251010810,5670,Yes,High School or below,Female,Yes,Single,66,\N,1,5,35,Non-technology Related Job,119,SC,268,80,No,No,0.71,1627,542,0,2015,2 -49,195387,0.05,0.01,4251025238,5671,Yes,High School or below,Male,Yes,Single,107,\N,0,7,27,Others,483,WV,174,210,No,No,0,4811,801,0,2015,1 -49,195387,0.05,0.01,4251025238,5671,Yes,High School or below,Male,Yes,Single,107,\N,0,7,27,Others,483,WV,174,210,No,No,0,4668,666,0,2015,2 -12,56288,0.03,0.01,4251012170,5672,Yes,High School or below,Female,Yes,Single,45,\N,1,4,45,Technology Related Job,156,WY,371,225,No,No,0.45,2660,886,0,2015,1 -12,56288,0.03,0.01,4251012170,5672,Yes,High School or below,Female,Yes,Single,45,\N,1,4,45,Technology Related Job,156,WY,371,225,No,No,0.45,3348,837,0,2015,2 -12,56288,0.03,0.01,4251012170,5672,Yes,High School or below,Female,Yes,Single,45,\N,1,4,45,Technology Related Job,156,WY,371,225,No,No,0.45,1102,1102,0,2015,3 -14,111245,0.06,0.01,4251060225,5673,Yes,High School or below,Male,Yes,Married,16,\N,2,6,14,Technology Related Job,332,TX,470,10,No,No,0.99,3702,528,0,2015,1 -14,111245,0.06,0.01,4251060225,5673,Yes,High School or below,Male,Yes,Married,16,\N,2,6,14,Technology Related Job,332,TX,470,10,No,No,0.99,763,254,0,2015,2 -16,166203,0.02,0,4251047234,5674,Yes,High School or below,Male,No,Single,106,\N,0,1,84,Non-technology Related Job,8,OH,70,45,No,No,0.52,4700,587,0,2015,1 -16,166203,0.02,0,4251047234,5674,Yes,High School or below,Male,No,Single,106,\N,0,1,84,Non-technology Related Job,8,OH,70,45,No,No,0.52,2958,591,0,2015,2 -16,166203,0.02,0,4251047234,5674,Yes,High School or below,Male,No,Single,106,\N,0,1,84,Non-technology Related Job,8,OH,70,45,No,No,0.52,737,737,0,2015,3 -18,221160,0.06,0,4251012227,5675,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,1,3,53,Non-technology Related Job,185,NV,169,80,No,No,0.05,1121,1121,0,2015,1 -18,221160,0.06,0,4251012227,5675,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,1,3,53,Non-technology Related Job,185,NV,169,80,No,No,0.05,6351,635,0,2015,2 -34,219189,0,0.01,4251027503,5676,Yes,Bachelor or equivalent,Male,Yes,Single,85,\N,3,0,94,Technology Related Job,45,VT,172,190,No,No,0.26,5538,692,0,2015,1 -34,219189,0,0.01,4251027503,5676,Yes,Bachelor or equivalent,Male,Yes,Single,85,\N,3,0,94,Technology Related Job,45,VT,172,190,No,No,0.26,4258,709,0,2015,2 -36,24147,0.03,0.01,4251066900,5677,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,1,2,63,Technology Related Job,221,OR,271,225,No,No,0.79,4774,795,0,2015,1 -36,24147,0.03,0.01,4251066900,5677,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,1,2,63,Technology Related Job,221,OR,271,225,No,No,0.79,6453,1075,0,2015,2 -36,24147,0.03,0.01,4251066900,5677,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,1,2,63,Technology Related Job,221,OR,271,225,No,No,0.79,1214,1214,0,2015,3 -38,79104,0.07,0.01,4251042906,5678,Yes,Master or equivalent,Female,Yes,Single,26,\N,2,5,32,Technology Related Job,397,NJ,371,10,No,No,0.32,3732,933,1,2015,1 -38,79104,0.07,0.01,4251042906,5678,Yes,Master or equivalent,Female,Yes,Single,26,\N,2,5,32,Technology Related Job,397,NJ,371,10,No,No,0.32,2760,690,1,2015,2 -40,134061,0.03,0,4251069609,5679,Yes,Master or equivalent,Female,Yes,Married,117,\N,3,7,2,Non-technology Related Job,73,MN,470,45,No,No,0.85,2319,773,1,2015,1 -40,134061,0.03,0,4251069609,5679,Yes,Master or equivalent,Female,Yes,Married,117,\N,3,7,2,Non-technology Related Job,73,MN,470,45,No,No,0.85,1738,579,1,2015,2 -56,132090,0.05,0.02,4251069562,5680,Yes,High School or below,Female,Yes,Single,5,\N,2,4,42,Technology Related Job,434,RI,473,155,No,No,0.06,3567,713,0,2015,1 -56,132090,0.05,0.02,4251069562,5680,Yes,High School or below,Female,Yes,Single,5,\N,2,4,42,Technology Related Job,434,RI,473,155,No,No,0.06,2169,1084,0,2015,2 -58,187048,0,0.01,4251069226,5681,Yes,High School or below,Female,Yes,Married,96,\N,3,6,11,Technology Related Job,110,NY,73,190,No,No,0.59,4624,660,0,2015,1 -58,187048,0,0.01,4251069226,5681,Yes,High School or below,Female,Yes,Married,96,\N,3,6,11,Technology Related Job,110,NY,73,190,No,No,0.59,4064,580,0,2015,2 -61,242005,0.04,0.01,4251062408,5682,Yes,High School or below,Male,Yes,Single,66,\N,0,1,81,Technology Related Job,286,MO,172,225,No,No,0.12,5728,818,0,2015,1 -61,242005,0.04,0.01,4251062408,5682,Yes,High School or below,Male,Yes,Single,66,\N,0,1,81,Technology Related Job,286,MO,172,225,No,No,0.12,2541,635,0,2015,2 -63,46963,0,0.01,4251077752,5683,Yes,High School or below,Male,Yes,Married,37,\N,1,3,50,Technology Related Job,462,KY,271,10,No,No,0.65,4226,704,0,2015,1 -63,46963,0,0.01,4251077752,5683,Yes,High School or below,Male,Yes,Married,37,\N,1,3,50,Technology Related Job,462,KY,271,10,No,No,0.65,4305,717,0,2015,2 -79,44992,0.02,0.02,4251062649,5684,No,Bachelor or equivalent,Male,Yes,Single,45,\N,0,0,91,Technology Related Job,322,ND,275,120,No,No,0.86,7740,967,0,2015,1 -79,44992,0.02,0.02,4251062649,5684,No,Bachelor or equivalent,Male,Yes,Single,45,\N,0,0,91,Technology Related Job,322,ND,275,120,No,No,0.86,2398,599,0,2015,2 -13,99949,0.05,0.02,4251018020,5685,Yes,Bachelor or equivalent,Male,No,Married,15,\N,1,2,60,Technology Related Job,499,NE,374,155,Yes,No,0.4,1613,322,0,2015,1 -13,99949,0.05,0.02,4251018020,5685,Yes,Bachelor or equivalent,Male,No,Married,15,\N,1,2,60,Technology Related Job,499,NE,374,155,Yes,No,0.4,4956,495,0,2015,2 -15,154907,0.01,0.01,4251075717,5686,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,2,4,29,Technology Related Job,175,ME,473,190,No,No,0.93,3722,744,0,2015,1 -15,154907,0.01,0.01,4251075717,5686,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,2,4,29,Technology Related Job,175,ME,473,190,No,No,0.93,1762,587,0,2015,2 -45,15807,0.07,0.02,4251086044,5687,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,3,2,48,Non-technology Related Job,347,MA,170,205,No,No,0.38,6943,991,0,2015,1 -45,15807,0.07,0.02,4251086044,5687,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,3,2,48,Non-technology Related Job,347,MA,170,205,No,No,0.38,991,330,0,2015,2 -33,207893,0.06,0.03,4251076733,5688,Yes,Master or equivalent,Female,Yes,Single,85,\N,2,4,39,Technology Related Job,211,NH,76,85,No,No,0.67,3009,752,0,2015,1 -33,207893,0.06,0.03,4251076733,5688,Yes,Master or equivalent,Female,Yes,Single,85,\N,2,4,39,Technology Related Job,211,NH,76,85,No,No,0.67,2208,736,0,2015,2 -35,12850,0.02,0.02,4251046922,5689,Yes,PhD or equivalent,Female,Yes,Married,55,\N,3,6,8,Technology Related Job,388,MA,175,120,No,No,0.2,4630,771,0,2015,1 -35,12850,0.02,0.02,4251046922,5689,Yes,PhD or equivalent,Female,Yes,Married,55,\N,3,6,8,Technology Related Job,388,MA,175,120,No,No,0.2,8792,1099,0,2015,2 -37,67808,0.06,0.02,4251076925,5690,Yes,High School or below,Male,Yes,Single,26,\N,0,0,78,Technology Related Job,64,IN,275,155,No,No,0.73,2423,605,0,2015,1 -37,67808,0.06,0.02,4251076925,5690,Yes,High School or below,Male,Yes,Single,26,\N,0,0,78,Technology Related Job,64,IN,275,155,No,No,0.73,2172,1086,0,2015,2 -68,178708,0.04,0.02,4251066388,5691,Yes,High School or below,Female,No,Single,84,\N,2,6,96,Non-technology Related Job,236,KS,472,170,No,No,0.19,1398,1398,0,2015,1 -68,178708,0.04,0.02,4251066388,5691,Yes,High School or below,Female,No,Single,84,\N,2,6,96,Non-technology Related Job,236,KS,472,170,No,No,0.19,4484,560,0,2015,2 -70,233666,0,0.02,4251096470,5692,Yes,High School or below,Female,Yes,Married,55,\N,3,0,66,Non-technology Related Job,412,FL,71,205,No,No,0.72,2263,754,0,2015,1 -70,233666,0,0.02,4251096470,5692,Yes,High School or below,Female,Yes,Married,55,\N,3,0,66,Non-technology Related Job,412,FL,71,205,No,No,0.72,8971,996,0,2015,2 -70,233666,0,0.02,4251096470,5692,Yes,High School or below,Female,Yes,Married,55,\N,3,0,66,Non-technology Related Job,412,FL,71,205,No,No,0.72,1247,1247,0,2015,3 -58,175752,0.07,0.03,4251060096,5693,Yes,High School or below,Male,Yes,Married,95,\N,1,2,57,Technology Related Job,276,KS,477,85,No,No,0,7208,800,0,2015,1 -58,175752,0.07,0.03,4251060096,5693,Yes,High School or below,Male,Yes,Married,95,\N,1,2,57,Technology Related Job,276,KS,477,85,No,No,0,4374,624,0,2015,2 -60,230709,0.03,0.02,4251040653,5694,Yes,High School or below,Male,Yes,Married,66,\N,3,4,26,Technology Related Job,453,FL,76,120,No,Yes,0.53,3227,645,0,2015,1 -60,230709,0.03,0.02,4251040653,5694,Yes,High School or below,Male,Yes,Married,66,\N,3,4,26,Technology Related Job,453,FL,76,120,No,Yes,0.53,577,577,0,2015,2 -22,91610,0.01,0.03,4251015162,5695,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,2,45,Non-technology Related Job,125,HI,273,135,No,No,0.99,1601,800,1,2015,1 -22,91610,0.01,0.03,4251015162,5695,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,2,45,Non-technology Related Job,125,HI,273,135,No,No,0.99,2471,617,1,2015,2 -24,146567,0.04,0.02,4251012841,5696,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,4,14,Non-technology Related Job,301,AZ,372,169,No,Yes,0.52,2100,700,0,2015,1 -24,146567,0.04,0.02,4251012841,5696,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,4,14,Non-technology Related Job,301,AZ,372,169,No,Yes,0.52,1228,1228,0,2015,2 -26,201524,0,0.02,4251068919,5697,Yes,Bachelor or equivalent,Male,No,Married,66,\N,2,6,83,Non-technology Related Job,478,VA,472,204,No,No,0.05,1223,611,1,2015,1 -26,201524,0,0.02,4251068919,5697,Yes,Bachelor or equivalent,Male,No,Married,66,\N,2,6,83,Non-technology Related Job,478,VA,472,204,No,No,0.05,1844,368,1,2015,2 -14,143610,0.07,0.03,4251045367,5698,Yes,Master or equivalent,Female,No,Married,106,\N,1,0,75,Technology Related Job,342,AR,377,84,No,No,0.34,2963,740,1,2015,1 -14,143610,0.07,0.03,4251045367,5698,Yes,Master or equivalent,Female,No,Married,106,\N,1,0,75,Technology Related Job,342,AR,377,84,No,No,0.34,5377,1075,1,2015,2 -44,4511,0.06,0.03,4251012540,5699,Yes,Master or equivalent,Male,Yes,Single,44,\N,2,6,93,Technology Related Job,14,CA,74,99,No,No,0.79,6165,616,0,2015,1 -44,4511,0.06,0.03,4251012540,5699,Yes,Master or equivalent,Male,Yes,Single,44,\N,2,6,93,Technology Related Job,14,CA,74,99,No,No,0.79,4132,1033,0,2015,2 -47,59468,0.01,0.03,4251092054,5700,Yes,PhD or equivalent,Female,Yes,Single,15,\N,3,0,63,Non-technology Related Job,190,WV,174,134,No,No,0.32,5390,539,0,2015,1 -47,59468,0.01,0.03,4251092054,5700,Yes,PhD or equivalent,Female,Yes,Single,15,\N,3,0,63,Non-technology Related Job,190,WV,174,134,No,No,0.32,3726,465,0,2015,2 -49,114426,0.05,0.02,4251018811,5701,Yes,High School or below,Female,Yes,Married,106,\N,1,2,32,Non-technology Related Job,366,SD,273,169,No,No,0.85,2839,709,0,2015,1 -49,114426,0.05,0.02,4251018811,5701,Yes,High School or below,Female,Yes,Married,106,\N,1,2,32,Non-technology Related Job,366,SD,273,169,No,No,0.85,3123,780,0,2015,2 -51,169383,0.01,0.02,4251060146,5702,Yes,High School or below,Male,Yes,Single,77,\N,2,5,1,Non-technology Related Job,43,NC,372,204,No,No,0.39,3398,566,0,2015,1 -51,169383,0.01,0.02,4251060146,5702,Yes,High School or below,Male,Yes,Single,77,\N,2,5,1,Non-technology Related Job,43,NC,372,204,No,No,0.39,2992,498,0,2015,2 -67,167412,0.03,0.03,4251095544,5703,Yes,High School or below,Female,Yes,Married,84,\N,0,2,42,Technology Related Job,403,WY,376,64,Yes,No,0.6,3575,715,0,2015,1 -67,167412,0.03,0.03,4251095544,5703,Yes,High School or below,Female,Yes,Married,84,\N,0,2,42,Technology Related Job,403,WY,376,64,Yes,No,0.6,1819,606,0,2015,2 -69,222370,0.06,0.03,4251099298,5704,No,High School or below,Male,No,Single,55,\N,2,4,11,Technology Related Job,79,TX,475,99,No,No,0.13,4486,640,0,2015,1 -69,222370,0.06,0.03,4251099298,5704,No,High School or below,Male,No,Single,55,\N,2,4,11,Technology Related Job,79,TX,475,99,No,No,0.13,2933,977,0,2015,2 -71,27327,0.02,0.02,4251054559,5705,Yes,High School or below,Male,Yes,Married,26,\N,3,6,80,Non-technology Related Job,255,OH,74,134,No,No,0.66,4186,697,1,2015,1 -71,27327,0.02,0.02,4251054559,5705,Yes,High School or below,Male,Yes,Married,26,\N,3,6,80,Non-technology Related Job,255,OH,74,134,No,No,0.66,2776,555,1,2015,2 -19,25356,0.04,0,4251016742,5706,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,1,4,21,Technology Related Job,115,AK,78,244,No,No,0.87,8734,970,0,2015,1 -19,25356,0.04,0,4251016742,5706,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,1,4,21,Technology Related Job,115,AK,78,244,No,No,0.87,1425,475,0,2015,2 -21,80313,0.07,0,4251089492,5707,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,3,6,90,Technology Related Job,292,VT,177,29,No,No,0.4,4802,686,0,2015,1 -21,80313,0.07,0,4251089492,5707,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,3,6,90,Technology Related Job,292,VT,177,29,No,No,0.4,4963,992,0,2015,2 -23,135271,0.03,0.03,4251043512,5708,Yes,Bachelor or equivalent,Female,No,Single,95,\N,0,0,60,Technology Related Job,468,OR,276,64,No,No,0.93,2234,446,0,2015,1 -23,135271,0.03,0.03,4251043512,5708,Yes,Bachelor or equivalent,Female,No,Single,95,\N,0,0,60,Technology Related Job,468,OR,276,64,No,No,0.93,4576,915,0,2015,2 -25,190228,0.07,0.03,4251011754,5709,Yes,Master or equivalent,Female,Yes,Married,66,\N,1,2,29,Technology Related Job,144,NJ,375,99,No,No,0.46,4212,702,0,2015,1 -25,190228,0.07,0.03,4251011754,5709,Yes,Master or equivalent,Female,Yes,Married,66,\N,1,2,29,Technology Related Job,144,NJ,375,99,No,No,0.46,5299,883,0,2015,2 -25,190228,0.07,0.03,4251011754,5709,Yes,Master or equivalent,Female,Yes,Married,66,\N,1,2,29,Technology Related Job,144,NJ,375,99,No,No,0.46,401,401,0,2015,3 -41,188257,0.01,0,4251091010,5710,Yes,High School or below,Female,Yes,Single,73,\N,3,0,69,Technology Related Job,4,WA,379,209,No,Yes,0.67,2105,350,0,2015,1 -41,188257,0.01,0,4251091010,5710,Yes,High School or below,Female,Yes,Single,73,\N,3,0,69,Technology Related Job,4,WA,379,209,No,Yes,0.67,2862,954,0,2015,2 -44,243215,0.04,0,4251091961,5711,Yes,High School or below,Female,Yes,Married,44,\N,1,2,39,Technology Related Job,181,SC,478,244,No,No,0.2,1844,614,0,2015,1 -44,243215,0.04,0,4251091961,5711,Yes,High School or below,Female,Yes,Married,44,\N,1,2,39,Technology Related Job,181,SC,478,244,No,No,0.2,202,202,0,2015,2 -46,48172,0,0,4251073935,5712,Yes,High School or below,Female,Yes,Single,15,\N,2,4,8,Technology Related Job,357,NY,77,29,No,No,0.73,1256,418,0,2015,1 -46,48172,0,0,4251073935,5712,Yes,High School or below,Female,Yes,Single,15,\N,2,4,8,Technology Related Job,357,NY,77,29,No,No,0.73,3891,778,0,2015,2 -46,48172,0,0,4251073935,5712,Yes,High School or below,Female,Yes,Single,15,\N,2,4,8,Technology Related Job,357,NY,77,29,No,No,0.73,462,462,0,2015,3 -48,103130,0.04,0.03,4251099332,5713,Yes,High School or below,Male,Yes,Married,106,\N,3,6,78,Technology Related Job,33,MO,177,64,No,No,0.26,2305,1152,0,2015,1 -48,103130,0.04,0.03,4251099332,5713,Yes,High School or below,Male,Yes,Married,106,\N,3,6,78,Technology Related Job,33,MO,177,64,No,No,0.26,2553,638,0,2015,2 -78,214030,0.02,0,4251075716,5714,Yes,High School or below,Female,No,Married,43,\N,0,4,96,Non-technology Related Job,205,NE,374,79,No,No,0.72,6371,910,0,2015,1 -78,214030,0.02,0,4251075716,5714,Yes,High School or below,Female,No,Married,43,\N,0,4,96,Non-technology Related Job,205,NE,374,79,No,No,0.72,3197,799,0,2015,2 -66,156116,0.01,0,4251047142,5715,Yes,Bachelor or equivalent,Male,No,Married,84,\N,3,6,87,Technology Related Job,69,ND,279,209,No,No,0.01,3759,537,0,2015,1 -66,156116,0.01,0,4251047142,5715,Yes,Bachelor or equivalent,Male,No,Married,84,\N,3,6,87,Technology Related Job,69,ND,279,209,No,No,0.01,5646,941,0,2015,2 -68,211074,0.05,0,4251053431,5716,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,0,0,57,Technology Related Job,246,NE,379,244,No,No,0.54,4219,843,0,2015,1 -68,211074,0.05,0,4251053431,5716,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,0,0,57,Technology Related Job,246,NE,379,244,No,No,0.54,131,65,0,2015,2 -70,16031,0,0,4251050137,5717,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,1,2,26,Technology Related Job,422,MD,478,29,No,No,0.07,4266,1066,0,2015,1 -70,16031,0,0,4251050137,5717,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,1,2,26,Technology Related Job,422,MD,478,29,No,No,0.07,1488,496,0,2015,2 -33,126931,0.07,0,4251044984,5718,Yes,Bachelor or equivalent,Male,Yes,Married,83,\N,3,0,45,Non-technology Related Job,94,MA,175,44,No,No,0.52,3995,665,0,2015,1 -33,126931,0.07,0,4251044984,5718,Yes,Bachelor or equivalent,Male,Yes,Married,83,\N,3,0,45,Non-technology Related Job,94,MA,175,44,No,No,0.52,5172,862,0,2015,2 -33,126931,0.07,0,4251044984,5718,Yes,Bachelor or equivalent,Male,Yes,Married,83,\N,3,0,45,Non-technology Related Job,94,MA,175,44,No,No,0.52,291,291,0,2015,3 -35,181889,0.02,0,4251023534,5719,Yes,Master or equivalent,Male,Yes,Single,54,\N,0,2,14,Non-technology Related Job,271,IN,274,79,No,No,0.05,1774,295,0,2015,1 -35,181889,0.02,0,4251023534,5719,Yes,Master or equivalent,Male,Yes,Single,54,\N,0,2,14,Non-technology Related Job,271,IN,274,79,No,No,0.05,8031,892,0,2015,2 -22,123975,0.02,0,4251061156,5720,Yes,PhD or equivalent,Female,Yes,Single,95,\N,2,4,5,Technology Related Job,135,MI,180,209,No,No,0.34,6282,628,0,2015,1 -22,123975,0.02,0,4251061156,5720,Yes,PhD or equivalent,Female,Yes,Single,95,\N,2,4,5,Technology Related Job,135,MI,180,209,No,No,0.34,963,963,0,2015,2 -22,123975,0.02,0,4251061156,5720,Yes,PhD or equivalent,Female,Yes,Single,95,\N,2,4,5,Technology Related Job,135,MI,180,209,No,No,0.34,981,981,0,2015,3 -53,234875,0,0.01,4251082274,5721,Yes,High School or below,Male,No,Single,33,\N,0,2,24,Non-technology Related Job,307,MN,377,224,Yes,No,0.8,3638,606,0,2015,1 -53,234875,0,0.01,4251082274,5721,Yes,High School or below,Male,No,Single,33,\N,0,2,24,Non-technology Related Job,307,MN,377,224,Yes,No,0.8,4318,863,0,2015,2 -55,39833,0.04,0,4251063714,5722,Yes,High School or below,Female,Yes,Married,3,\N,1,4,93,Non-technology Related Job,483,KS,476,9,No,No,0.33,8874,739,0,2015,1 -55,39833,0.04,0,4251063714,5722,Yes,High School or below,Female,Yes,Married,3,\N,1,4,93,Non-technology Related Job,483,KS,476,9,No,No,0.33,2893,723,0,2015,2 -57,94790,0.07,0,4251070565,5723,Yes,High School or below,Female,Yes,Single,94,\N,2,6,62,Non-technology Related Job,159,FL,76,44,No,Yes,0.86,1224,1224,0,2015,1 -57,94790,0.07,0,4251070565,5723,Yes,High School or below,Female,Yes,Single,94,\N,2,6,62,Non-technology Related Job,159,FL,76,44,No,Yes,0.86,6222,691,0,2015,2 -59,149748,0.03,0,4251037989,5724,No,High School or below,Female,Yes,Married,65,\N,3,0,32,Non-technology Related Job,336,AL,175,79,No,No,0.39,7659,957,1,2015,1 -59,149748,0.03,0,4251037989,5724,No,High School or below,Female,Yes,Married,65,\N,3,0,32,Non-technology Related Job,336,AL,175,79,No,No,0.39,1847,263,1,2015,2 -75,147776,0.05,0.01,4251015335,5725,Yes,High School or below,Female,No,Single,72,\N,2,6,72,Technology Related Job,196,LA,178,189,No,No,0.6,4438,887,0,2015,1 -75,147776,0.05,0.01,4251015335,5725,Yes,High School or below,Female,No,Single,72,\N,2,6,72,Technology Related Job,196,LA,178,189,No,No,0.6,3370,842,0,2015,2 -77,202734,0,0.01,4251013670,5726,Yes,Bachelor or equivalent,Female,Yes,Married,43,\N,3,0,42,Non-technology Related Job,372,HI,278,224,No,No,0.13,5700,814,0,2015,1 -77,202734,0,0.01,4251013670,5726,Yes,Bachelor or equivalent,Female,Yes,Married,43,\N,3,0,42,Non-technology Related Job,372,HI,278,224,No,No,0.13,4084,816,0,2015,2 -12,7691,0.04,0,4251033194,5727,Yes,Bachelor or equivalent,Male,No,Single,14,\N,0,2,11,Non-technology Related Job,48,AZ,377,9,No,No,0.66,1307,435,1,2015,1 -12,7691,0.04,0,4251033194,5727,Yes,Bachelor or equivalent,Male,No,Single,14,\N,0,2,11,Non-technology Related Job,48,AZ,377,9,No,No,0.66,982,245,1,2015,2 -12,7691,0.04,0,4251033194,5727,Yes,Bachelor or equivalent,Male,No,Single,14,\N,0,2,11,Non-technology Related Job,48,AZ,377,9,No,No,0.66,1105,1105,1,2015,3 -14,62649,0,0,4251028276,5728,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,4,80,Non-technology Related Job,225,VA,476,44,No,No,0.19,3095,343,0,2015,1 -14,62649,0,0,4251028276,5728,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,4,80,Non-technology Related Job,225,VA,476,44,No,No,0.19,3330,1110,0,2015,2 -30,60678,0.02,0.02,4251049934,5729,Yes,Master or equivalent,Male,Yes,Single,112,\N,0,2,21,Technology Related Job,85,IL,480,154,No,No,0.4,6672,741,1,2015,1 -30,60678,0.02,0.02,4251049934,5729,Yes,Master or equivalent,Male,Yes,Single,112,\N,0,2,21,Technology Related Job,85,IL,480,154,No,No,0.4,6026,669,1,2015,2 -32,115635,0.05,0.01,4251018729,5730,Yes,Master or equivalent,Male,Yes,Married,83,\N,1,4,90,Technology Related Job,261,CO,79,189,No,No,0.93,4368,485,0,2015,1 -32,115635,0.05,0.01,4251018729,5730,Yes,Master or equivalent,Male,Yes,Married,83,\N,1,4,90,Technology Related Job,261,CO,79,189,No,No,0.93,1994,498,0,2015,2 -34,170593,0.01,0.01,4251025338,5731,Yes,High School or below,Female,No,Single,54,\N,3,6,59,Non-technology Related Job,437,WV,178,224,No,No,0.46,2568,642,0,2015,1 -34,170593,0.01,0.01,4251025338,5731,Yes,High School or below,Female,No,Single,54,\N,3,6,59,Non-technology Related Job,437,WV,178,224,No,No,0.46,3830,478,0,2015,2 -36,225550,0.05,0,4251078030,5732,Yes,High School or below,Female,Yes,Married,25,\N,0,0,29,Non-technology Related Job,113,SD,278,9,No,No,0,1651,412,0,2015,1 -36,225550,0.05,0,4251078030,5732,Yes,High School or below,Female,Yes,Married,25,\N,0,0,29,Non-technology Related Job,113,SD,278,9,No,No,0,2243,747,0,2015,2 -52,223579,0.07,0.02,4251020978,5733,Yes,High School or below,Female,Yes,Single,32,\N,2,6,69,Technology Related Job,474,DE,281,119,No,No,0.21,4773,795,0,2015,1 -52,223579,0.07,0.02,4251020978,5733,Yes,High School or below,Female,Yes,Single,32,\N,2,6,69,Technology Related Job,474,DE,281,119,No,No,0.21,5163,645,0,2015,2 -52,223579,0.07,0.02,4251020978,5733,Yes,High School or below,Female,Yes,Single,32,\N,2,6,69,Technology Related Job,474,DE,281,119,No,No,0.21,268,268,0,2015,3 -54,28537,0.02,0.02,4251078058,5734,Yes,High School or below,Female,Yes,Married,3,\N,3,0,39,Technology Related Job,150,WY,380,154,No,No,0.74,5852,650,0,2015,1 -54,28537,0.02,0.02,4251078058,5734,Yes,High School or below,Female,Yes,Married,3,\N,3,0,39,Technology Related Job,150,WY,380,154,No,No,0.74,1478,739,0,2015,2 -56,83494,0.06,0.01,4251091956,5735,Yes,High School or below,Male,Yes,Single,94,\N,1,2,8,Non-technology Related Job,326,TX,479,189,No,No,0.27,1930,643,0,2015,1 -56,83494,0.06,0.01,4251091956,5735,Yes,High School or below,Male,Yes,Single,94,\N,1,2,8,Non-technology Related Job,326,TX,479,189,No,No,0.27,3961,990,0,2015,2 -19,194394,0.04,0.02,4251044642,5736,Yes,High School or below,Female,Yes,Single,32,\N,2,0,26,Non-technology Related Job,498,VT,176,204,No,No,0.72,5626,703,1,2015,1 -19,194394,0.04,0.02,4251044642,5736,Yes,High School or below,Female,Yes,Single,32,\N,2,0,26,Non-technology Related Job,498,VT,176,204,No,No,0.72,1594,531,1,2015,2 -74,136480,0.04,0.02,4251048943,5737,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,0,1,18,Technology Related Job,362,AK,82,84,No,Yes,0.01,2433,811,0,2015,1 -74,136480,0.04,0.02,4251048943,5737,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,0,1,18,Technology Related Job,362,AK,82,84,No,Yes,0.01,3302,550,0,2015,2 -76,191438,0.07,0.02,4251042238,5738,Yes,Bachelor or equivalent,Male,No,Married,43,\N,2,4,87,Technology Related Job,39,VT,181,119,No,No,0.54,2938,587,0,2015,1 -76,191438,0.07,0.02,4251042238,5738,Yes,Bachelor or equivalent,Male,No,Married,43,\N,2,4,87,Technology Related Job,39,VT,181,119,No,No,0.54,3176,529,0,2015,2 -79,246395,0.03,0.01,4251049572,5739,Yes,Master or equivalent,Female,Yes,Married,14,\N,3,6,56,Technology Related Job,215,PA,281,154,No,No,0.07,5017,836,0,2015,1 -79,246395,0.03,0.01,4251049572,5739,Yes,Master or equivalent,Female,Yes,Married,14,\N,3,6,56,Technology Related Job,215,PA,281,154,No,No,0.07,1924,481,0,2015,2 -41,107296,0.01,0.02,4251042828,5740,Yes,Master or equivalent,Male,Yes,Single,72,\N,0,3,75,Non-technology Related Job,387,RI,478,169,No,No,0.53,819,409,0,2015,1 -41,107296,0.01,0.02,4251042828,5740,Yes,Master or equivalent,Male,Yes,Single,72,\N,0,3,75,Non-technology Related Job,387,RI,478,169,No,No,0.53,6268,895,0,2015,2 -43,162253,0.05,0.01,4251076437,5741,Yes,Master or equivalent,Male,Yes,Married,43,\N,1,6,44,Non-technology Related Job,64,NY,77,204,No,No,0.06,8133,1016,0,2015,1 -43,162253,0.05,0.01,4251076437,5741,Yes,Master or equivalent,Male,Yes,Married,43,\N,1,6,44,Non-technology Related Job,64,NY,77,204,No,No,0.06,4248,708,0,2015,2 -31,104339,0.04,0.02,4251013585,5742,Yes,High School or below,Female,Yes,Single,83,\N,0,0,36,Technology Related Job,428,SC,483,84,No,No,0.34,6425,803,1,2015,1 -31,104339,0.04,0.02,4251013585,5742,Yes,High School or below,Female,Yes,Single,83,\N,0,0,36,Technology Related Job,428,SC,483,84,No,No,0.34,3782,630,1,2015,2 -33,159297,0,0.02,4251066869,5743,Yes,High School or below,Female,Yes,Married,54,\N,1,2,5,Technology Related Job,104,NY,82,119,No,No,0.87,7046,640,1,2015,1 -33,159297,0,0.02,4251066869,5743,Yes,High School or below,Female,Yes,Married,54,\N,1,2,5,Technology Related Job,104,NY,82,119,No,No,0.87,4753,950,1,2015,2 -63,20197,0.06,0.02,4251043266,5744,No,High School or below,Male,No,Single,112,\N,2,7,23,Non-technology Related Job,276,ND,279,134,No,No,0.33,9382,938,0,2015,1 -63,20197,0.06,0.02,4251043266,5744,No,High School or below,Male,No,Single,112,\N,2,7,23,Non-technology Related Job,276,ND,279,134,No,No,0.33,3625,906,0,2015,2 -63,20197,0.06,0.02,4251043266,5744,No,High School or below,Male,No,Single,112,\N,2,7,23,Non-technology Related Job,276,ND,279,134,No,No,0.33,1192,1192,0,2015,3 -66,75154,0.02,0.02,4251046947,5745,Yes,High School or below,Female,Yes,Single,83,\N,0,2,93,Non-technology Related Job,452,NE,378,169,No,No,0.86,9336,1037,0,2015,1 -66,75154,0.02,0.02,4251046947,5745,Yes,High School or below,Female,Yes,Single,83,\N,0,2,93,Non-technology Related Job,452,NE,378,169,No,No,0.86,2818,939,0,2015,2 -68,130112,0.05,0.01,4251067813,5746,Yes,High School or below,Female,Yes,Married,53,\N,1,4,62,Non-technology Related Job,129,ME,478,204,No,No,0.39,4015,501,0,2015,1 -68,130112,0.05,0.01,4251067813,5746,Yes,High School or below,Female,Yes,Married,53,\N,1,4,62,Non-technology Related Job,129,ME,478,204,No,No,0.39,4676,935,0,2015,2 -55,72198,0.05,0.02,4251026793,5747,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,3,6,53,Technology Related Job,493,NE,383,84,No,No,0.68,493,493,0,2015,1 -55,72198,0.05,0.02,4251026793,5747,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,3,6,53,Technology Related Job,493,NE,383,84,No,No,0.68,3575,715,0,2015,2 -18,183098,0.03,0.03,4251084017,5748,Yes,Bachelor or equivalent,Female,Yes,Married,32,\N,1,3,72,Non-technology Related Job,165,NH,80,99,Yes,No,0.13,4029,805,1,2015,1 -18,183098,0.03,0.03,4251084017,5748,Yes,Bachelor or equivalent,Female,Yes,Married,32,\N,1,3,72,Non-technology Related Job,165,NH,80,99,Yes,No,0.13,2394,478,1,2015,2 -20,238056,0.06,0.02,4251031926,5749,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,2,6,41,Non-technology Related Job,341,MI,180,134,No,No,0.67,417,417,0,2015,1 -20,238056,0.06,0.02,4251031926,5749,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,2,6,41,Non-technology Related Job,341,MI,180,134,No,No,0.67,1909,477,0,2015,2 -36,236085,0,0,4251084137,5750,Yes,Master or equivalent,Female,Yes,Single,10,\N,0,3,82,Technology Related Job,201,PA,183,244,No,No,0.88,1495,299,0,2015,1 -36,236085,0,0,4251084137,5750,Yes,Master or equivalent,Female,Yes,Single,10,\N,0,3,82,Technology Related Job,201,PA,183,244,No,No,0.88,4300,860,0,2015,2 -36,236085,0,0,4251084137,5750,Yes,Master or equivalent,Female,Yes,Single,10,\N,0,3,82,Technology Related Job,201,PA,183,244,No,No,0.88,49,49,0,2015,3 -66,96985,0.07,0,4251058351,5751,Yes,PhD or equivalent,Male,Yes,Single,68,\N,2,1,0,Non-technology Related Job,374,SC,380,9,No,No,0.33,3661,1220,0,2015,1 -66,96985,0.07,0,4251058351,5751,Yes,PhD or equivalent,Male,Yes,Single,68,\N,2,1,0,Non-technology Related Job,374,SC,380,9,No,No,0.33,2326,465,0,2015,2 -14,95014,0.01,0.02,4251024215,5752,Yes,High School or below,Male,Yes,Married,75,\N,0,6,41,Technology Related Job,234,CT,383,119,No,No,0.54,2293,573,0,2015,1 -14,95014,0.01,0.02,4251024215,5752,Yes,High School or below,Male,Yes,Married,75,\N,0,6,41,Technology Related Job,234,CT,383,119,No,No,0.54,2824,470,0,2015,2 -44,205914,0.07,0.02,4251019468,5753,Yes,High School or below,Female,Yes,Married,13,\N,1,4,59,Non-technology Related Job,406,FL,80,134,No,No,0,5872,838,0,2015,1 -44,205914,0.07,0.02,4251019468,5753,Yes,High School or below,Female,Yes,Married,13,\N,1,4,59,Non-technology Related Job,406,FL,80,134,No,No,0,1311,437,0,2015,2 -60,203943,0.01,0,4251037741,5754,Yes,High School or below,Female,No,Single,21,\N,0,1,0,Technology Related Job,267,MT,84,244,No,No,0.21,3259,814,0,2015,1 -60,203943,0.01,0,4251037741,5754,Yes,High School or below,Female,No,Single,21,\N,0,1,0,Technology Related Job,267,MT,84,244,No,No,0.21,10669,889,0,2015,2 -23,64844,0.07,0,4251010669,5755,Yes,High School or below,Male,Yes,Single,79,\N,1,7,18,Non-technology Related Job,439,NV,281,9,No,No,0.67,3058,509,0,2015,1 -23,64844,0.07,0,4251010669,5755,Yes,High School or below,Male,Yes,Single,79,\N,1,7,18,Non-technology Related Job,439,NV,281,9,No,No,0.67,2684,894,0,2015,2 -39,62873,0.01,0.02,4251064380,5756,Yes,Bachelor or equivalent,Female,Yes,Single,86,\N,3,4,58,Technology Related Job,299,UT,284,119,No,No,0.88,7262,806,1,2015,1 -39,62873,0.01,0.02,4251064380,5756,Yes,Bachelor or equivalent,Female,Yes,Single,86,\N,3,4,58,Technology Related Job,299,UT,284,119,No,No,0.88,1649,412,1,2015,2 -69,173773,0.07,0.02,4251080869,5757,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,1,2,77,Non-technology Related Job,472,VA,481,134,No,No,0.33,2639,1319,0,2015,1 -69,173773,0.07,0.02,4251080869,5757,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,1,2,77,Non-technology Related Job,472,VA,481,134,No,No,0.33,3393,484,0,2015,2 -17,171802,0.01,0,4251039450,5758,Yes,Master or equivalent,Male,Yes,Married,32,\N,3,7,17,Technology Related Job,332,IL,484,244,No,No,0.54,1706,568,1,2015,1 -17,171802,0.01,0,4251039450,5758,Yes,Master or equivalent,Male,Yes,Married,32,\N,3,7,17,Technology Related Job,332,IL,484,244,No,No,0.54,3355,671,1,2015,2 -17,171802,0.01,0,4251039450,5758,Yes,Master or equivalent,Male,Yes,Married,32,\N,3,7,17,Technology Related Job,332,IL,484,244,No,No,0.54,563,563,1,2015,3 -47,32703,0,0,4251097353,5759,Yes,Master or equivalent,Female,No,Married,90,\N,0,5,36,Non-technology Related Job,4,IA,181,9,No,No,0,3515,878,0,2015,1 -47,32703,0,0,4251097353,5759,Yes,Master or equivalent,Female,No,Married,90,\N,0,5,36,Non-technology Related Job,4,IA,181,9,No,No,0,4585,764,0,2015,2 -63,30731,0.02,0.02,4251015917,5760,Yes,High School or below,Female,Yes,Single,97,\N,3,2,76,Technology Related Job,364,NY,185,119,No,No,0.21,4992,832,0,2015,1 -63,30731,0.02,0.02,4251015917,5760,Yes,High School or below,Female,Yes,Single,97,\N,3,2,76,Technology Related Job,364,NY,185,119,No,No,0.21,3714,619,0,2015,2 -63,30731,0.02,0.02,4251015917,5760,Yes,High School or below,Female,Yes,Single,97,\N,3,2,76,Technology Related Job,364,NY,185,119,No,No,0.21,132,132,0,2015,3 -25,141632,0,0.02,4251075692,5761,Yes,High School or below,Male,Yes,Married,35,\N,0,0,95,Non-technology Related Job,37,ND,381,134,No,No,0.67,2494,831,1,2015,1 -25,141632,0,0.02,4251075692,5761,Yes,High School or below,Male,Yes,Married,35,\N,0,0,95,Non-technology Related Job,37,ND,381,134,No,No,0.67,1501,750,1,2015,2 -41,139661,0.02,0,4251058418,5762,Yes,High School or below,Female,Yes,Single,42,\N,3,5,35,Technology Related Job,397,WY,385,244,No,No,0.88,4767,681,0,2015,1 -41,139661,0.02,0,4251058418,5762,Yes,High School or below,Female,Yes,Single,42,\N,3,5,35,Technology Related Job,397,WY,385,244,No,No,0.88,2846,711,0,2015,2 -72,561,0,0,4251090146,5763,Yes,High School or below,Male,Yes,Single,100,\N,0,3,54,Non-technology Related Job,69,AK,82,9,Yes,Yes,0.33,2667,666,0,2015,1 -72,561,0,0,4251090146,5763,Yes,High School or below,Male,Yes,Single,100,\N,0,3,54,Non-technology Related Job,69,AK,82,9,Yes,Yes,0.33,3783,945,0,2015,2 -20,248590,0.02,0.02,4251057491,5764,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,2,1,94,Technology Related Job,429,ME,85,119,No,No,0.55,5742,820,0,2015,1 -20,248590,0.02,0.02,4251057491,5764,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,2,1,94,Technology Related Job,429,ME,85,119,No,No,0.55,8701,791,0,2015,2 -50,109491,0,0.02,4251049584,5765,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,0,6,13,Non-technology Related Job,102,MA,282,134,No,No,0,5665,708,0,2015,1 -50,109491,0,0.02,4251049584,5765,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,0,6,13,Non-technology Related Job,102,MA,282,134,No,No,0,3910,651,0,2015,2 -66,107520,0.02,0,4251050673,5766,Yes,Master or equivalent,Male,Yes,Married,53,\N,2,4,53,Non-technology Related Job,462,PA,285,244,No,No,0.21,6075,759,0,2015,1 -66,107520,0.02,0,4251050673,5766,Yes,Master or equivalent,Male,Yes,Married,53,\N,2,4,53,Non-technology Related Job,462,PA,285,244,No,No,0.21,4282,856,0,2015,2 -28,218420,0.01,0,4251026619,5767,Yes,Master or equivalent,Female,Yes,Married,111,\N,3,1,72,Non-technology Related Job,134,SC,482,9,No,No,0.67,3520,880,0,2015,1 -28,218420,0.01,0,4251026619,5767,Yes,Master or equivalent,Female,Yes,Married,111,\N,3,1,72,Non-technology Related Job,134,SC,482,9,No,No,0.67,1427,475,0,2015,2 -44,216449,0.03,0.02,4251084555,5768,Yes,High School or below,Female,No,Single,119,\N,2,7,12,Non-technology Related Job,494,CO,486,119,No,No,0.88,2366,591,0,2015,1 -44,216449,0.03,0.02,4251084555,5768,Yes,High School or below,Female,No,Single,119,\N,2,7,12,Non-technology Related Job,494,CO,486,119,No,No,0.88,1839,613,0,2015,2 -75,77349,0.01,0.02,4251062635,5769,Yes,High School or below,Male,Yes,Single,56,\N,3,4,31,Non-technology Related Job,167,DE,183,134,No,No,0.34,3953,790,0,2015,1 -75,77349,0.01,0.02,4251062635,5769,Yes,High School or below,Male,Yes,Single,56,\N,3,4,31,Non-technology Related Job,167,DE,183,134,No,No,0.34,5773,721,0,2015,2 -22,75378,0.03,0,4251022872,5770,Yes,High School or below,Male,Yes,Married,64,\N,2,2,71,Non-technology Related Job,27,MO,186,244,No,Yes,0.55,962,320,0,2015,1 -22,75378,0.03,0,4251022872,5770,Yes,High School or below,Male,Yes,Married,64,\N,2,2,71,Non-technology Related Job,27,MO,186,244,No,Yes,0.55,5991,855,0,2015,2 -53,186279,0.01,0,4251090902,5771,Yes,High School or below,Female,Yes,Single,2,\N,3,7,89,Non-technology Related Job,199,NE,383,9,No,No,0,6594,732,0,2015,1 -53,186279,0.01,0,4251090902,5771,Yes,High School or below,Female,Yes,Single,2,\N,3,7,89,Non-technology Related Job,199,NE,383,9,No,No,0,1531,382,0,2015,2 -69,184308,0.03,0.02,4251048016,5772,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,1,5,30,Non-technology Related Job,60,UT,386,119,No,No,0.21,2448,816,0,2015,1 -69,184308,0.03,0.02,4251048016,5772,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,1,5,30,Non-technology Related Job,60,UT,386,119,No,No,0.21,1590,397,0,2015,2 -31,45208,0.01,0.02,4251043649,5773,Yes,Bachelor or equivalent,Female,No,Married,67,\N,3,2,48,Non-technology Related Job,232,VA,83,134,No,No,0.67,1166,583,0,2015,1 -31,45208,0.01,0.02,4251043649,5773,Yes,Bachelor or equivalent,Female,No,Married,67,\N,3,2,48,Non-technology Related Job,232,VA,83,134,No,No,0.67,1024,512,0,2015,2 -47,43237,0.04,0,4251061392,5774,Yes,Bachelor or equivalent,Female,No,Single,75,\N,1,0,89,Non-technology Related Job,92,ID,87,244,No,No,0.88,1219,406,0,2015,1 -47,43237,0.04,0,4251061392,5774,Yes,Bachelor or equivalent,Female,No,Single,75,\N,1,0,89,Non-technology Related Job,92,ID,87,244,No,No,0.88,5503,786,0,2015,2 -77,154137,0.02,0,4251065492,5775,Yes,Master or equivalent,Male,Yes,Single,13,\N,2,5,7,Non-technology Related Job,265,IN,284,9,No,No,0.34,6105,678,0,2015,1 -77,154137,0.02,0,4251065492,5775,Yes,Master or equivalent,Male,Yes,Single,13,\N,2,5,7,Non-technology Related Job,265,IN,284,9,No,No,0.34,1432,716,0,2015,2 -77,154137,0.02,0,4251065492,5775,Yes,Master or equivalent,Male,Yes,Single,13,\N,2,5,7,Non-technology Related Job,265,IN,284,9,No,No,0.34,941,941,0,2015,3 -25,152166,0.04,0.02,4251012048,5776,Yes,High School or below,Male,Yes,Single,20,\N,1,3,48,Non-technology Related Job,125,NM,287,119,No,No,0.55,3120,624,0,2015,1 -25,152166,0.04,0.02,4251012048,5776,Yes,High School or below,Male,Yes,Single,20,\N,1,3,48,Non-technology Related Job,125,NM,287,119,No,No,0.55,2804,560,0,2015,2 -56,13067,0.02,0.02,4251081946,5777,Yes,High School or below,Female,Yes,Single,78,\N,2,1,66,Non-technology Related Job,297,NC,484,134,No,No,0,5177,739,0,2015,1 -56,13067,0.02,0.02,4251081946,5777,Yes,High School or below,Female,Yes,Single,78,\N,2,1,66,Non-technology Related Job,297,NC,484,134,No,No,0,1523,380,0,2015,2 -71,11096,0.04,0,4251036021,5778,Yes,High School or below,Male,Yes,Married,85,\N,0,6,7,Non-technology Related Job,157,WY,487,244,No,No,0.22,2580,645,0,2015,1 -71,11096,0.04,0,4251036021,5778,Yes,High School or below,Male,Yes,Married,85,\N,0,6,7,Non-technology Related Job,157,WY,487,244,No,No,0.22,7316,812,0,2015,2 -34,121996,0.02,0,4251037016,5779,Yes,High School or below,Female,Yes,Married,23,\N,2,4,25,Non-technology Related Job,330,AK,184,9,No,No,0.67,2861,572,1,2015,1 -34,121996,0.02,0,4251037016,5779,Yes,High School or below,Female,Yes,Married,23,\N,2,4,25,Non-technology Related Job,330,AK,184,9,No,No,0.67,3183,636,1,2015,2 -50,120025,0.04,0.02,4251023003,5780,Yes,High School or below,Female,Yes,Single,31,\N,0,1,66,Non-technology Related Job,190,LA,188,119,No,No,0.88,2289,457,0,2015,1 -50,120025,0.04,0.02,4251023003,5780,Yes,High School or below,Female,Yes,Single,31,\N,0,1,66,Non-technology Related Job,190,LA,188,119,No,No,0.88,2087,695,0,2015,2 -12,230926,0.02,0.02,4251034127,5781,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,1,7,84,Non-technology Related Job,362,MD,385,134,No,No,0.34,5644,940,0,2015,1 -12,230926,0.02,0.02,4251034127,5781,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,1,7,84,Non-technology Related Job,362,MD,385,134,No,No,0.34,1730,865,0,2015,2 -28,228955,0.05,0,4251056199,5782,Yes,Bachelor or equivalent,Male,No,Single,96,\N,0,4,25,Non-technology Related Job,222,OR,388,244,No,No,0.55,4606,383,1,2015,1 -28,228955,0.05,0,4251056199,5782,Yes,Bachelor or equivalent,Male,No,Single,96,\N,0,4,25,Non-technology Related Job,222,OR,388,244,No,No,0.55,3803,950,1,2015,2 -58,89855,0.03,0,4251090098,5783,Yes,Bachelor or equivalent,Female,Yes,Single,34,\N,1,2,43,Non-technology Related Job,395,RI,85,9,No,No,0.01,3470,694,0,2015,1 -58,89855,0.03,0,4251090098,5783,Yes,Bachelor or equivalent,Female,Yes,Single,34,\N,1,2,43,Non-technology Related Job,395,RI,85,9,No,No,0.01,4179,1044,0,2015,2 -74,87884,0.05,0.02,4251045958,5784,Yes,PhD or equivalent,Male,Yes,Married,42,\N,0,7,83,Non-technology Related Job,255,CO,88,119,No,No,0.22,3082,770,0,2015,1 -74,87884,0.05,0.02,4251045958,5784,Yes,PhD or equivalent,Male,Yes,Married,42,\N,0,7,83,Non-technology Related Job,255,CO,88,119,No,No,0.22,8574,952,0,2015,2 -37,198784,0.03,0.02,4251072900,5785,Yes,High School or below,Female,Yes,Married,100,\N,1,5,2,Non-technology Related Job,427,DE,285,134,No,Yes,0.67,6422,713,0,2015,1 -37,198784,0.03,0.02,4251072900,5785,Yes,High School or below,Female,Yes,Married,100,\N,1,5,2,Non-technology Related Job,427,DE,285,134,No,Yes,0.67,2978,744,0,2015,2 -53,196813,0.05,0,4251029604,5786,Yes,High School or below,Female,Yes,Married,107,\N,3,2,42,Non-technology Related Job,287,MO,288,244,No,No,0.88,6331,791,0,2015,1 -53,196813,0.05,0,4251029604,5786,Yes,High School or below,Female,Yes,Married,107,\N,3,2,42,Non-technology Related Job,287,MO,288,244,No,No,0.88,4663,932,0,2015,2 -15,57714,0.03,0,4251067593,5787,Yes,High School or below,Male,No,Married,45,\N,1,0,61,Others,460,MT,485,9,No,No,0.34,2433,486,0,2015,1 -15,57714,0.03,0,4251067593,5787,Yes,High School or below,Male,No,Married,45,\N,1,0,61,Others,460,MT,485,9,No,No,0.34,7968,724,0,2015,2 -15,57714,0.03,0,4251067593,5787,Yes,High School or below,Male,No,Married,45,\N,1,0,61,Others,460,MT,485,9,No,No,0.34,1029,1029,0,2015,3 -31,55743,0.05,0.02,4251019200,5788,Yes,High School or below,Male,No,Single,52,\N,3,5,1,Non-technology Related Job,320,TX,489,119,Yes,No,0.55,2556,852,0,2015,1 -31,55743,0.05,0.02,4251019200,5788,Yes,High School or below,Male,No,Single,52,\N,3,5,1,Non-technology Related Job,320,TX,489,119,Yes,No,0.55,3817,763,0,2015,2 -61,166643,0.04,0.02,4251013785,5789,Yes,High School or below,Female,Yes,Single,110,\N,0,3,20,Others,492,VT,186,134,No,No,0.01,2827,942,0,2015,1 -61,166643,0.04,0.02,4251013785,5789,Yes,High School or below,Female,Yes,Single,110,\N,0,3,20,Others,492,VT,186,134,No,No,0.01,4043,808,0,2015,2 -77,164672,0.06,0,4251042143,5790,Yes,Bachelor or equivalent,Male,Yes,Married,118,\N,3,0,60,Non-technology Related Job,353,ID,189,244,No,No,0.22,1259,1259,1,2015,1 -77,164672,0.06,0,4251042143,5790,Yes,Bachelor or equivalent,Male,Yes,Married,118,\N,3,0,60,Non-technology Related Job,353,ID,189,244,No,No,0.22,3488,697,1,2015,2 -39,25572,0.04,0,4251044017,5791,No,Bachelor or equivalent,Female,Yes,Single,56,\N,0,6,79,Others,25,IN,386,9,No,No,0.67,4441,740,0,2015,1 -39,25572,0.04,0,4251044017,5791,No,Bachelor or equivalent,Female,Yes,Single,56,\N,0,6,79,Others,25,IN,386,9,No,No,0.67,1937,968,0,2015,2 -55,23601,0.06,0.02,4251048239,5792,Yes,Master or equivalent,Female,Yes,Married,63,\N,3,3,19,Non-technology Related Job,385,NM,389,119,No,Yes,0.88,4679,668,0,2015,1 -55,23601,0.06,0.02,4251048239,5792,Yes,Master or equivalent,Female,Yes,Married,63,\N,3,3,19,Non-technology Related Job,385,NM,389,119,No,Yes,0.88,4046,674,0,2015,2 -18,134502,0.04,0.02,4251096871,5793,Yes,PhD or equivalent,Male,No,Married,1,\N,0,1,38,Others,58,NY,86,134,No,No,0.34,6358,908,0,2015,1 -18,134502,0.04,0.02,4251096871,5793,Yes,PhD or equivalent,Male,No,Married,1,\N,0,1,38,Others,58,NY,86,134,No,No,0.34,514,257,0,2015,2 -34,132531,0.06,0,4251033805,5794,Yes,High School or below,Female,Yes,Single,9,\N,2,7,78,Non-technology Related Job,418,WI,90,244,No,No,0.55,3150,630,0,2015,1 -34,132531,0.06,0,4251033805,5794,Yes,High School or below,Female,Yes,Single,9,\N,2,7,78,Non-technology Related Job,418,WI,90,244,No,No,0.55,2599,649,0,2015,2 -64,243431,0.04,0,4251045679,5795,Yes,High School or below,Female,Yes,Single,66,\N,0,4,97,Others,90,AL,287,9,No,No,0.01,6808,972,0,2015,1 -64,243431,0.04,0,4251045679,5795,Yes,High School or below,Female,Yes,Single,66,\N,0,4,97,Others,90,AL,287,9,No,No,0.01,3908,781,0,2015,2 -12,241460,0.06,0.02,4251081128,5796,Yes,High School or below,Male,No,Single,74,\N,2,2,37,Non-technology Related Job,450,LA,290,119,No,No,0.22,7109,1015,0,2015,1 -12,241460,0.06,0.02,4251081128,5796,Yes,High School or below,Male,No,Single,74,\N,2,2,37,Non-technology Related Job,450,LA,290,119,No,No,0.22,5079,1015,0,2015,2 -42,102361,0.05,0.02,4251014044,5797,Yes,High School or below,Female,Yes,Single,12,\N,3,7,56,Others,123,MD,487,134,No,No,0.68,3109,518,0,2015,1 -42,102361,0.05,0.02,4251014044,5797,Yes,High School or below,Female,Yes,Single,12,\N,3,7,56,Others,123,MD,487,134,No,No,0.68,5543,791,0,2015,2 -58,100389,0.07,0.03,4251010199,5798,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,2,5,96,Non-technology Related Job,483,OR,490,244,No,No,0.89,1509,503,0,2015,1 -58,100389,0.07,0.03,4251010199,5798,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,2,5,96,Non-technology Related Job,483,OR,490,244,No,No,0.89,3198,639,0,2015,2 -58,100389,0.07,0.03,4251010199,5798,Yes,Bachelor or equivalent,Female,Yes,Married,19,\N,2,5,96,Non-technology Related Job,483,OR,490,244,No,No,0.89,1363,1363,0,2015,3 -21,211290,0.05,0,4251012219,5799,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,3,2,15,Others,155,PA,187,9,No,No,0.34,2904,968,0,2015,1 -21,211290,0.05,0,4251012219,5799,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,3,2,15,Others,155,PA,187,9,No,No,0.34,1148,287,0,2015,2 -36,209319,0.07,0.01,4251075638,5800,Yes,Master or equivalent,Female,Yes,Single,85,\N,1,0,55,Non-technology Related Job,15,CA,191,119,No,No,0.55,2848,712,1,2015,1 -36,209319,0.07,0.01,4251075638,5800,Yes,Master or equivalent,Female,Yes,Single,85,\N,1,0,55,Non-technology Related Job,15,CA,191,119,No,No,0.55,5483,783,1,2015,2 -67,70219,0.05,0.02,4251087462,5801,Yes,Master or equivalent,Male,No,Married,23,\N,3,5,73,Others,188,CT,388,133,No,No,0.01,2263,452,0,2015,1 -67,70219,0.05,0.02,4251087462,5801,Yes,Master or equivalent,Male,No,Married,23,\N,3,5,73,Others,188,CT,388,133,No,No,0.01,3061,1020,0,2015,2 -15,68248,0.07,0.03,4251094355,5802,Yes,High School or below,Male,No,Single,30,\N,1,3,14,Non-technology Related Job,48,MS,391,243,No,No,0.22,4462,743,0,2015,1 -15,68248,0.07,0.03,4251094355,5802,Yes,High School or below,Male,No,Single,30,\N,1,3,14,Non-technology Related Job,48,MS,391,243,No,No,0.22,4044,808,0,2015,2 -45,179149,0.05,0,4251068616,5803,Yes,High School or below,Female,Yes,Single,88,\N,2,0,32,Others,220,MT,88,8,No,No,0.68,3491,581,0,2015,1 -45,179149,0.05,0,4251068616,5803,Yes,High School or below,Female,Yes,Single,88,\N,2,0,32,Others,220,MT,88,8,No,No,0.68,5934,741,0,2015,2 -61,177178,0.07,0.01,4251093767,5804,Yes,High School or below,Female,Yes,Married,95,\N,1,6,73,Non-technology Related Job,80,TX,91,118,No,No,0.89,3943,985,0,2015,1 -61,177178,0.07,0.01,4251093767,5804,Yes,High School or below,Female,Yes,Married,95,\N,1,6,73,Non-technology Related Job,80,TX,91,118,No,No,0.89,4527,754,0,2015,2 -23,38078,0.06,0.02,4251086938,5805,Yes,High School or below,Male,Yes,Married,33,\N,2,4,91,Others,253,UT,288,133,No,Yes,0.34,1921,384,0,2015,1 -23,38078,0.06,0.02,4251086938,5805,Yes,High School or below,Male,Yes,Married,33,\N,2,4,91,Others,253,UT,288,133,No,Yes,0.34,3839,479,0,2015,2 -39,36107,0,0.03,4251017414,5806,Yes,Bachelor or equivalent,Female,Yes,Married,41,\N,1,1,32,Non-technology Related Job,113,HI,292,243,No,No,0.55,5237,748,0,2015,1 -39,36107,0,0.03,4251017414,5806,Yes,Bachelor or equivalent,Female,Yes,Married,41,\N,1,1,32,Non-technology Related Job,113,HI,292,243,No,No,0.55,1901,633,0,2015,2 -70,147007,0.06,0,4251081575,5807,Yes,Bachelor or equivalent,Male,No,Married,99,\N,2,7,50,Others,285,IL,489,8,No,No,0.01,4455,891,0,2015,1 -70,147007,0.06,0,4251081575,5807,Yes,Bachelor or equivalent,Male,No,Married,99,\N,2,7,50,Others,285,IL,489,8,No,No,0.01,4613,768,0,2015,2 -17,145036,0,0.01,4251066317,5808,Yes,Bachelor or equivalent,Male,Yes,Single,106,\N,0,4,91,Non-technology Related Job,146,NJ,492,118,No,No,0.22,1667,833,0,2015,1 -17,145036,0,0.01,4251066317,5808,Yes,Bachelor or equivalent,Male,Yes,Single,106,\N,0,4,91,Non-technology Related Job,146,NJ,492,118,No,No,0.22,3195,456,0,2015,2 -48,5937,0.06,0.02,4251071730,5809,Yes,Master or equivalent,Female,Yes,Single,44,\N,2,2,9,Others,318,NY,189,133,No,No,0.68,4566,652,0,2015,1 -48,5937,0.06,0.02,4251071730,5809,Yes,Master or equivalent,Female,Yes,Single,44,\N,2,2,9,Others,318,NY,189,133,No,No,0.68,4625,925,0,2015,2 -64,3966,0,0.03,4251076973,5810,Yes,High School or below,Female,Yes,Married,52,\N,0,7,50,Non-technology Related Job,178,WI,192,243,No,No,0.89,2570,856,0,2015,1 -64,3966,0,0.03,4251076973,5810,Yes,High School or below,Female,Yes,Married,52,\N,0,7,50,Non-technology Related Job,178,WI,192,243,No,No,0.89,3453,690,0,2015,2 -26,114866,0.06,0,4251045541,5811,Yes,High School or below,Male,Yes,Single,110,\N,1,5,68,Others,351,WY,389,8,No,No,0.34,2268,756,0,2015,1 -26,114866,0.06,0,4251045541,5811,Yes,High School or below,Male,Yes,Single,110,\N,1,5,68,Others,351,WY,389,8,No,No,0.34,5201,650,0,2015,2 -42,112895,0,0.01,4251100235,5812,Yes,High School or below,Female,Yes,Married,117,\N,0,2,9,Non-technology Related Job,211,KY,392,118,No,No,0.56,4892,815,0,2015,1 -42,112895,0,0.01,4251100235,5812,Yes,High School or below,Female,Yes,Married,117,\N,0,2,9,Non-technology Related Job,211,KY,392,118,No,No,0.56,869,289,0,2015,2 -72,223795,0.07,0.02,4251034464,5813,Yes,High School or below,Male,Yes,Married,55,\N,1,0,27,Others,383,ME,89,133,No,No,0.01,2460,410,0,2015,1 -72,223795,0.07,0.02,4251034464,5813,Yes,High School or below,Male,Yes,Married,55,\N,1,0,27,Others,383,ME,89,133,No,No,0.01,3337,834,0,2015,2 -20,221824,0.01,0.03,4251053057,5814,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,5,67,Non-technology Related Job,243,OK,93,243,No,Yes,0.22,5780,825,0,2015,1 -20,221824,0.01,0.03,4251053057,5814,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,5,67,Non-technology Related Job,243,OK,93,243,No,Yes,0.22,7371,819,0,2015,2 -51,82725,0.07,0,4251028488,5815,Yes,Bachelor or equivalent,Female,No,Single,0,\N,1,3,86,Others,416,PA,290,8,No,No,0.68,2621,655,0,2015,1 -51,82725,0.07,0,4251028488,5815,Yes,Bachelor or equivalent,Female,No,Single,0,\N,1,3,86,Others,416,PA,290,8,No,No,0.68,5128,854,0,2015,2 -67,80754,0.01,0.01,4251033056,5816,Yes,Bachelor or equivalent,Female,No,Single,8,\N,3,0,26,Non-technology Related Job,276,CA,293,118,No,No,0.89,2354,784,1,2015,1 -67,80754,0.01,0.01,4251033056,5816,Yes,Bachelor or equivalent,Female,No,Single,8,\N,3,0,26,Non-technology Related Job,276,CA,293,118,No,No,0.89,1870,623,1,2015,2 -67,80754,0.01,0.01,4251033056,5816,Yes,Bachelor or equivalent,Female,No,Single,8,\N,3,0,26,Non-technology Related Job,276,CA,293,118,No,No,0.89,884,884,1,2015,3 -29,191654,0.07,0.02,4251038729,5817,Yes,Master or equivalent,Male,Yes,Single,66,\N,1,6,45,Others,448,CO,490,133,No,No,0.35,3279,819,0,2015,1 -29,191654,0.07,0.02,4251038729,5817,Yes,Master or equivalent,Male,Yes,Single,66,\N,1,6,45,Others,448,CO,490,133,No,No,0.35,4834,805,0,2015,2 -45,189683,0.01,0.03,4251045666,5818,Yes,PhD or equivalent,Female,Yes,Married,73,\N,3,3,85,Non-technology Related Job,308,MN,493,243,No,No,0.56,2037,1018,0,2015,1 -45,189683,0.01,0.03,4251045666,5818,Yes,PhD or equivalent,Female,Yes,Married,73,\N,3,3,85,Non-technology Related Job,308,MN,493,243,No,No,0.56,3220,644,0,2015,2 -75,50584,0.07,0,4251087421,5819,Yes,High School or below,Male,Yes,Married,11,\N,0,1,4,Others,481,MO,190,8,No,No,0.01,6117,873,0,2015,1 -75,50584,0.07,0,4251087421,5819,Yes,High School or below,Male,Yes,Married,11,\N,0,1,4,Others,481,MO,190,8,No,No,0.01,4604,767,0,2015,2 -23,48613,0.01,0.01,4251014430,5820,Yes,High School or below,Male,Yes,Single,19,\N,3,6,44,Non-technology Related Job,341,TN,194,118,No,No,0.22,5320,760,0,2015,1 -23,48613,0.01,0.01,4251014430,5820,Yes,High School or below,Male,Yes,Single,19,\N,3,6,44,Non-technology Related Job,341,TN,194,118,No,No,0.22,3694,1231,0,2015,2 -53,159513,0,0.02,4251041473,5821,Yes,High School or below,Female,No,Single,76,\N,0,4,63,Others,13,UT,391,133,No,No,0.68,4324,864,0,2015,1 -53,159513,0,0.02,4251041473,5821,Yes,High School or below,Female,No,Single,76,\N,0,4,63,Others,13,UT,391,133,No,No,0.68,5595,1119,0,2015,2 -53,159513,0,0.02,4251041473,5821,Yes,High School or below,Female,No,Single,76,\N,0,4,63,Others,13,UT,391,133,No,No,0.68,2259,1129,0,2015,3 -69,157542,0.02,0.03,4251073707,5822,Yes,High School or below,Female,Yes,Single,84,\N,2,2,3,Non-technology Related Job,373,HI,394,243,No,No,0.89,2039,509,0,2015,1 -69,157542,0.02,0.03,4251073707,5822,Yes,High School or below,Female,Yes,Single,84,\N,2,2,3,Non-technology Related Job,373,HI,394,243,No,No,0.89,5142,1028,0,2015,2 -32,18442,0,0,4251100195,5823,Yes,Bachelor or equivalent,Male,Yes,Single,22,\N,0,7,22,Others,46,ID,91,8,No,No,0.35,5572,928,0,2015,1 -32,18442,0,0,4251100195,5823,Yes,Bachelor or equivalent,Male,Yes,Single,22,\N,0,7,22,Others,46,ID,91,8,No,No,0.35,2503,1251,0,2015,2 -48,16471,0.02,0.01,4251023205,5824,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,2,5,62,Non-technology Related Job,406,NH,94,118,No,No,0.56,3047,380,0,2015,1 -48,16471,0.02,0.01,4251023205,5824,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,2,5,62,Non-technology Related Job,406,NH,94,118,No,No,0.56,3853,550,0,2015,2 -48,16471,0.02,0.01,4251023205,5824,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,2,5,62,Non-technology Related Job,406,NH,94,118,No,No,0.56,3,3,0,2015,3 -78,127372,0,0.02,4251066035,5825,Yes,Bachelor or equivalent,Male,Yes,Married,87,\N,3,2,81,Others,78,NM,291,133,No,No,0.01,2472,824,0,2015,1 -78,127372,0,0.02,4251066035,5825,Yes,Bachelor or equivalent,Male,Yes,Married,87,\N,3,2,81,Others,78,NM,291,133,No,No,0.01,2550,637,0,2015,2 -26,125401,0.02,0.03,4251049306,5826,Yes,Master or equivalent,Male,Yes,Single,95,\N,2,0,21,Non-technology Related Job,439,WV,295,243,No,No,0.23,2000,666,1,2015,1 -26,125401,0.02,0.03,4251049306,5826,Yes,Master or equivalent,Male,Yes,Single,95,\N,2,0,21,Non-technology Related Job,439,WV,295,243,No,No,0.23,1216,608,1,2015,2 -56,236301,0,0,4251010089,5827,Yes,PhD or equivalent,Female,Yes,Married,33,\N,3,5,40,Others,111,WY,492,8,Yes,Yes,0.68,4830,966,0,2015,1 -56,236301,0,0,4251010089,5827,Yes,PhD or equivalent,Female,Yes,Married,33,\N,3,5,40,Others,111,WY,492,8,Yes,Yes,0.68,6478,719,0,2015,2 -72,234330,0.02,0.01,4251033462,5828,Yes,High School or below,Male,Yes,Single,40,\N,2,3,80,Non-technology Related Job,471,KY,495,118,No,No,0.89,2566,513,0,2015,1 -72,234330,0.02,0.01,4251033462,5828,Yes,High School or below,Male,Yes,Single,40,\N,2,3,80,Non-technology Related Job,471,KY,495,118,No,No,0.89,4547,1136,0,2015,2 -72,234330,0.02,0.01,4251033462,5828,Yes,High School or below,Male,Yes,Single,40,\N,2,3,80,Non-technology Related Job,471,KY,495,118,No,No,0.89,377,377,0,2015,3 -34,95230,0.01,0.02,4251022204,5829,Yes,High School or below,Female,Yes,Single,98,\N,3,0,98,Others,144,ME,192,133,No,No,0.35,2009,669,0,2015,1 -34,95230,0.01,0.02,4251022204,5829,Yes,High School or below,Female,Yes,Single,98,\N,3,0,98,Others,144,ME,192,133,No,No,0.35,6016,668,0,2015,2 -50,93259,0.03,0.03,4251051828,5830,Yes,High School or below,Female,No,Married,105,\N,1,6,39,Non-technology Related Job,4,OH,195,243,No,No,0.56,1945,648,1,2015,1 -50,93259,0.03,0.03,4251051828,5830,Yes,High School or below,Female,No,Married,105,\N,1,6,39,Non-technology Related Job,4,OH,195,243,No,No,0.56,6165,880,1,2015,2 -50,93259,0.03,0.03,4251051828,5830,Yes,High School or below,Female,No,Married,105,\N,1,6,39,Non-technology Related Job,4,OH,195,243,No,No,0.56,1059,1059,1,2015,3 -13,204160,0.01,0,4251095146,5831,Yes,High School or below,Male,Yes,Married,43,\N,3,3,57,Others,176,OR,392,8,No,No,0.02,1783,891,0,2015,1 -13,204160,0.01,0,4251095146,5831,Yes,High School or below,Male,Yes,Married,43,\N,3,3,57,Others,176,OR,392,8,No,No,0.02,1330,665,0,2015,2 -29,202189,0.03,0.01,4251020576,5832,Yes,Bachelor or equivalent,Male,Yes,Married,51,\N,1,1,98,Non-technology Related Job,36,AR,396,118,No,No,0.23,2594,1297,0,2015,1 -29,202189,0.03,0.01,4251020576,5832,Yes,Bachelor or equivalent,Male,Yes,Married,51,\N,1,1,98,Non-technology Related Job,36,AR,396,118,No,No,0.23,4051,578,0,2015,2 -59,63089,0.01,0.02,4251085890,5833,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,2,7,16,Others,209,CO,92,133,No,No,0.68,5365,670,0,2015,1 -59,63089,0.01,0.02,4251085890,5833,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,2,7,16,Others,209,CO,92,133,No,No,0.68,3074,768,0,2015,2 -59,63089,0.01,0.02,4251085890,5833,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,2,7,16,Others,209,CO,92,133,No,No,0.68,681,681,0,2015,3 -75,61118,0.03,0.03,4251091029,5834,Yes,Master or equivalent,Male,Yes,Single,116,\N,1,4,57,Non-technology Related Job,69,MN,96,243,No,No,0.89,2452,613,1,2015,1 -75,61118,0.03,0.03,4251091029,5834,Yes,Master or equivalent,Male,Yes,Single,116,\N,1,4,57,Non-technology Related Job,69,MN,96,243,No,No,0.89,275,91,1,2015,2 -37,172019,0.01,0,4251087111,5835,Yes,Master or equivalent,Female,No,Single,54,\N,2,2,75,Others,241,MO,293,8,No,No,0.35,5705,815,0,2015,1 -37,172019,0.01,0,4251087111,5835,Yes,Master or equivalent,Female,No,Single,54,\N,2,2,75,Others,241,MO,293,8,No,No,0.35,2224,741,0,2015,2 -37,172019,0.01,0,4251087111,5835,Yes,Master or equivalent,Female,No,Single,54,\N,2,2,75,Others,241,MO,293,8,No,No,0.35,544,544,0,2015,3 -53,170047,0.03,0.01,4251078066,5836,Yes,High School or below,Female,Yes,Married,62,\N,1,7,16,Non-technology Related Job,101,SD,296,118,No,Yes,0.56,1833,458,0,2015,1 -53,170047,0.03,0.01,4251078066,5836,Yes,High School or below,Female,Yes,Married,62,\N,1,7,16,Non-technology Related Job,101,SD,296,118,No,Yes,0.56,1588,794,0,2015,2 -16,30948,0.02,0.02,4251077300,5837,No,High School or below,Male,Yes,Single,0,\N,2,5,34,Others,274,TX,493,133,No,No,0.02,4422,737,0,2015,1 -16,30948,0.02,0.02,4251077300,5837,No,High School or below,Male,Yes,Single,0,\N,2,5,34,Others,274,TX,493,133,No,No,0.02,1320,440,0,2015,2 -31,28977,0.04,0.03,4251012513,5838,Yes,High School or below,Male,Yes,Married,7,\N,0,2,75,Non-technology Related Job,134,GA,496,243,No,No,0.23,4215,1053,0,2015,1 -31,28977,0.04,0.03,4251012513,5838,Yes,High School or below,Male,Yes,Married,7,\N,0,2,75,Non-technology Related Job,134,GA,496,243,No,No,0.23,5489,914,0,2015,2 -62,139877,0.02,0,4251038703,5839,Yes,High School or below,Female,Yes,Married,65,\N,1,0,93,Others,306,ID,193,8,No,No,0.68,5277,879,0,2015,1 -62,139877,0.02,0,4251038703,5839,Yes,High School or below,Female,Yes,Married,65,\N,1,0,93,Others,306,ID,193,8,No,No,0.68,5502,917,0,2015,2 -78,137906,0.04,0.01,4251033721,5840,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,0,5,34,Non-technology Related Job,166,NH,197,118,No,No,0.89,4030,671,0,2015,1 -78,137906,0.04,0.01,4251033721,5840,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,0,5,34,Non-technology Related Job,166,NH,197,118,No,No,0.89,3649,608,0,2015,2 -40,248807,0.02,0.02,4251026337,5841,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,1,3,52,Others,339,NM,394,133,No,No,0.35,4331,541,0,2015,1 -40,248807,0.02,0.02,4251026337,5841,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,1,3,52,Others,339,NM,394,133,No,No,0.35,663,331,0,2015,2 -40,248807,0.02,0.02,4251026337,5841,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,1,3,52,Others,339,NM,394,133,No,No,0.35,159,159,0,2015,3 -56,246836,0.04,0.03,4251060376,5842,Yes,Master or equivalent,Female,Yes,Single,18,\N,0,0,92,Non-technology Related Job,199,WA,397,243,No,No,0.56,6043,1007,0,2015,1 -56,246836,0.04,0.03,4251060376,5842,Yes,Master or equivalent,Female,Yes,Single,18,\N,0,0,92,Non-technology Related Job,199,WA,397,243,No,No,0.56,5613,623,0,2015,2 -18,107736,0.02,0,4251053683,5843,Yes,Master or equivalent,Male,Yes,Single,76,\N,1,6,11,Others,371,WI,94,8,No,No,0.02,6612,826,0,2015,1 -18,107736,0.02,0,4251053683,5843,Yes,Master or equivalent,Male,Yes,Single,76,\N,1,6,11,Others,371,WI,94,8,No,No,0.02,3601,514,0,2015,2 -34,105765,0.04,0.01,4251099523,5844,Yes,High School or below,Male,No,Married,83,\N,3,3,51,Non-technology Related Job,232,KS,97,118,No,No,0.23,2214,316,0,2015,1 -34,105765,0.04,0.01,4251099523,5844,Yes,High School or below,Male,No,Married,83,\N,3,3,51,Non-technology Related Job,232,KS,97,118,No,No,0.23,2846,948,0,2015,2 -65,216665,0.03,0.02,4251071181,5845,Yes,High School or below,Female,Yes,Married,21,\N,1,1,70,Others,404,LA,294,133,No,No,0.69,2542,423,0,2015,1 -65,216665,0.03,0.02,4251071181,5845,Yes,High School or below,Female,Yes,Married,21,\N,1,1,70,Others,404,LA,294,133,No,No,0.69,4591,918,0,2015,2 -12,214694,0.05,0.03,4251015937,5846,Yes,High School or below,Male,Yes,Single,29,\N,3,6,10,Non-technology Related Job,264,OH,298,243,No,No,0.9,4203,700,0,2015,1 -12,214694,0.05,0.03,4251015937,5846,Yes,High School or below,Male,Yes,Single,29,\N,3,6,10,Non-technology Related Job,264,OH,298,243,No,No,0.9,764,764,0,2015,2 -43,75595,0.03,0,4251012123,5847,Yes,High School or below,Female,Yes,Married,86,\N,0,4,29,Others,437,OR,495,8,No,No,0.35,4738,676,0,2015,1 -43,75595,0.03,0,4251012123,5847,Yes,High School or below,Female,Yes,Married,86,\N,0,4,29,Others,437,OR,495,8,No,No,0.35,2451,817,0,2015,2 -59,73624,0.05,0.01,4251010243,5848,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,3,1,69,Non-technology Related Job,297,AZ,498,118,No,No,0.56,6532,816,0,2015,1 -59,73624,0.05,0.01,4251010243,5848,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,3,1,69,Non-technology Related Job,297,AZ,498,118,No,No,0.56,2762,920,0,2015,2 -21,184524,0.03,0.02,4251087904,5849,Yes,Bachelor or equivalent,Male,No,Single,32,\N,0,7,88,Others,469,CA,195,133,No,Yes,0.02,2128,1064,0,2015,1 -21,184524,0.03,0.02,4251087904,5849,Yes,Bachelor or equivalent,Male,No,Single,32,\N,0,7,88,Others,469,CA,195,133,No,Yes,0.02,5431,905,0,2015,2 -37,182553,0.05,0.03,4251040980,5850,Yes,Bachelor or equivalent,Male,No,Married,39,\N,3,5,28,Non-technology Related Job,329,MI,198,243,No,No,0.23,6991,776,0,2015,1 -37,182553,0.05,0.03,4251040980,5850,Yes,Bachelor or equivalent,Male,No,Married,39,\N,3,5,28,Non-technology Related Job,329,MI,198,243,No,No,0.23,5131,570,0,2015,2 -67,43453,0.03,0,4251040076,5851,Yes,Master or equivalent,Female,Yes,Married,97,\N,0,2,47,Others,2,MS,395,8,No,No,0.69,3450,690,0,2015,1 -67,43453,0.03,0,4251040076,5851,Yes,Master or equivalent,Female,Yes,Married,97,\N,0,2,47,Others,2,MS,395,8,No,No,0.69,6008,858,0,2015,2 -67,43453,0.03,0,4251040076,5851,Yes,Master or equivalent,Female,Yes,Married,97,\N,0,2,47,Others,2,MS,395,8,No,No,0.69,1362,1362,0,2015,3 -15,41482,0.05,0.01,4251049212,5852,Yes,High School or below,Male,Yes,Married,105,\N,2,0,87,Others,362,SD,399,118,Yes,No,0.9,2018,504,0,2015,1 -15,41482,0.05,0.01,4251049212,5852,Yes,High School or below,Male,Yes,Married,105,\N,2,0,87,Others,362,SD,399,118,Yes,No,0.9,4233,604,0,2015,2 -46,152383,0.04,0.02,4251047669,5853,Yes,High School or below,Female,Yes,Married,43,\N,0,5,6,Others,34,TX,96,133,No,No,0.35,3774,754,0,2015,1 -46,152383,0.04,0.02,4251047669,5853,Yes,High School or below,Female,Yes,Married,43,\N,0,5,6,Others,34,TX,96,133,No,No,0.35,4098,819,0,2015,2 -62,150412,0.06,0.03,4251079527,5854,Yes,High School or below,Female,Yes,Single,50,\N,2,3,46,Others,394,FL,99,243,No,No,0.56,1259,1259,0,2015,1 -62,150412,0.06,0.03,4251079527,5854,Yes,High School or below,Female,Yes,Single,50,\N,2,3,46,Others,394,FL,99,243,No,No,0.56,1880,940,0,2015,2 -62,150412,0.06,0.03,4251079527,5854,Yes,High School or below,Female,Yes,Single,50,\N,2,3,46,Others,394,FL,99,243,No,No,0.56,1018,1018,0,2015,3 -24,11312,0.04,0.03,4251057751,5855,Yes,High School or below,Male,Yes,Single,108,\N,3,0,65,Others,67,HI,296,8,No,No,0.02,5620,702,0,2015,1 -24,11312,0.04,0.03,4251057751,5855,Yes,High School or below,Male,Yes,Single,108,\N,3,0,65,Others,67,HI,296,8,No,No,0.02,3951,987,0,2015,2 -40,9341,0.06,0.01,4251091505,5856,Yes,High School or below,Female,Yes,Married,116,\N,2,6,5,Others,427,NV,299,118,No,No,0.23,2683,670,0,2015,1 -40,9341,0.06,0.01,4251091505,5856,Yes,High School or below,Female,Yes,Married,116,\N,2,6,5,Others,427,NV,299,118,No,No,0.23,1354,1354,0,2015,2 -70,120242,0.04,0.01,4251085899,5857,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,3,3,24,Others,99,NJ,496,133,No,No,0.69,4072,678,0,2015,1 -70,120242,0.04,0.01,4251085899,5857,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,3,3,24,Others,99,NJ,496,133,No,No,0.69,827,275,0,2015,2 -18,118271,0.06,0.03,4251094769,5858,Yes,Bachelor or equivalent,Male,No,Married,61,\N,1,1,64,Others,459,WA,499,243,No,Yes,0.9,4157,692,0,2015,1 -18,118271,0.06,0.03,4251094769,5858,Yes,Bachelor or equivalent,Male,No,Married,61,\N,1,1,64,Others,459,WA,499,243,No,Yes,0.9,435,435,0,2015,2 -18,118271,0.06,0.03,4251094769,5858,Yes,Bachelor or equivalent,Male,No,Married,61,\N,1,1,64,Others,459,WA,499,243,No,Yes,0.9,839,839,0,2015,3 -48,229171,0.04,0.03,4251061490,5859,Yes,Bachelor or equivalent,Female,Yes,Married,119,\N,3,6,82,Others,132,WI,196,8,No,No,0.35,1803,601,0,2015,1 -48,229171,0.04,0.03,4251061490,5859,Yes,Bachelor or equivalent,Female,Yes,Married,119,\N,3,6,82,Others,132,WI,196,8,No,No,0.35,1690,845,0,2015,2 -64,227200,0.06,0.01,4251091726,5860,Yes,PhD or equivalent,Female,Yes,Single,6,\N,1,4,23,Others,492,IA,200,118,No,No,0.57,5582,797,0,2015,1 -64,227200,0.06,0.01,4251091726,5860,Yes,PhD or equivalent,Female,Yes,Single,6,\N,1,4,23,Others,492,IA,200,118,No,No,0.57,6508,723,0,2015,2 -27,88100,0.05,0.01,4251072730,5861,Yes,High School or below,Male,Yes,Single,64,\N,2,2,41,Others,164,KY,397,133,No,No,0.02,5722,953,0,2015,1 -27,88100,0.05,0.01,4251072730,5861,Yes,High School or below,Male,Yes,Single,64,\N,2,2,41,Others,164,KY,397,133,No,No,0.02,2850,712,0,2015,2 -43,86129,0.07,0.03,4251049235,5862,Yes,High School or below,Female,Yes,Single,72,\N,1,7,82,Others,25,ND,400,243,No,No,0.23,84,84,0,2015,1 -43,86129,0.07,0.03,4251049235,5862,Yes,High School or below,Female,Yes,Single,72,\N,1,7,82,Others,25,ND,400,243,No,No,0.23,7750,775,0,2015,2 -43,86129,0.07,0.03,4251049235,5862,Yes,High School or below,Female,Yes,Single,72,\N,1,7,82,Others,25,ND,400,243,No,No,0.23,1520,760,0,2015,3 -73,197030,0.05,0.03,4251081774,5863,Yes,High School or below,Male,No,Single,10,\N,2,5,0,Others,197,OK,97,8,No,No,0.69,759,189,0,2015,1 -73,197030,0.05,0.03,4251081774,5863,Yes,High School or below,Male,No,Single,10,\N,2,5,0,Others,197,OK,97,8,No,No,0.69,3660,915,0,2015,2 -21,195059,0.07,0.01,4251077554,5864,Yes,High School or below,Male,No,Married,17,\N,1,2,41,Others,57,AZ,100,118,No,No,0.9,3004,600,0,2015,1 -21,195059,0.07,0.01,4251077554,5864,Yes,High School or below,Male,No,Married,17,\N,1,2,41,Others,57,AZ,100,118,No,No,0.9,4668,778,0,2015,2 -51,55959,0.05,0.01,4251045578,5865,Yes,High School or below,Female,Yes,Married,75,\N,2,0,59,Others,230,CA,297,133,No,No,0.36,3851,962,0,2015,1 -51,55959,0.05,0.01,4251045578,5865,Yes,High School or below,Female,Yes,Married,75,\N,2,0,59,Others,230,CA,297,133,No,No,0.36,2139,713,0,2015,2 -51,55959,0.05,0.01,4251045578,5865,Yes,High School or below,Female,Yes,Married,75,\N,2,0,59,Others,230,CA,297,133,No,No,0.36,96,96,0,2015,3 -67,53988,0.07,0.03,4251052675,5866,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,0,5,0,Others,90,MI,301,243,No,No,0.57,2472,494,0,2015,1 -67,53988,0.07,0.03,4251052675,5866,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,0,5,0,Others,90,MI,301,243,No,No,0.57,2770,461,0,2015,2 -30,164888,0.05,0.03,4251034911,5867,Yes,Bachelor or equivalent,Male,Yes,Married,20,\N,2,3,18,Others,262,MN,498,8,No,No,0.02,2541,847,0,2015,1 -30,164888,0.05,0.03,4251034911,5867,Yes,Bachelor or equivalent,Male,Yes,Married,20,\N,2,3,18,Others,262,MN,498,8,No,No,0.02,4021,670,0,2015,2 -45,162917,0,0.01,4251045618,5868,Yes,Master or equivalent,Female,Yes,Single,28,\N,0,0,59,Others,122,SC,1,118,No,No,0.23,4135,459,0,2015,1 -45,162917,0,0.01,4251045618,5868,Yes,Master or equivalent,Female,Yes,Single,28,\N,0,0,59,Others,122,SC,1,118,No,No,0.23,2332,466,0,2015,2 -76,23818,0.06,0.01,4251057409,5869,Yes,PhD or equivalent,Male,No,Single,86,\N,1,6,77,Others,295,TN,198,133,Yes,No,0.69,5817,831,0,2015,1 -76,23818,0.06,0.01,4251057409,5869,Yes,PhD or equivalent,Male,No,Single,86,\N,1,6,77,Others,295,TN,198,133,Yes,No,0.69,896,298,0,2015,2 -24,21847,0,0.03,4251074461,5870,Yes,High School or below,Male,Yes,Married,93,\N,0,3,18,Others,155,FL,201,243,No,No,0.9,5739,819,0,2015,1 -24,21847,0,0.03,4251074461,5870,Yes,High School or below,Male,Yes,Married,93,\N,0,3,18,Others,155,FL,201,243,No,No,0.9,8818,881,0,2015,2 -24,21847,0,0.03,4251074461,5870,Yes,High School or below,Male,Yes,Married,93,\N,0,3,18,Others,155,FL,201,243,No,No,0.9,333,333,0,2015,3 -54,132747,0.06,0.03,4251013650,5871,Yes,High School or below,Female,Yes,Married,31,\N,1,1,36,Others,327,HI,398,8,No,Yes,0.36,1838,612,0,2015,1 -54,132747,0.06,0.03,4251013650,5871,Yes,High School or below,Female,Yes,Married,31,\N,1,1,36,Others,327,HI,398,8,No,Yes,0.36,2803,700,0,2015,2 -54,132747,0.06,0.03,4251013650,5871,Yes,High School or below,Female,Yes,Married,31,\N,1,1,36,Others,327,HI,398,8,No,Yes,0.36,647,647,0,2015,3 -70,130776,0,0.01,4251081603,5872,Yes,High School or below,Female,No,Married,39,\N,0,6,76,Others,187,NV,402,118,No,No,0.57,1516,303,0,2015,1 -70,130776,0,0.01,4251081603,5872,Yes,High School or below,Female,No,Married,39,\N,0,6,76,Others,187,NV,402,118,No,No,0.57,8084,898,0,2015,2 -32,241676,0.06,0.01,4251078383,5873,Yes,High School or below,Male,Yes,Married,97,\N,1,4,95,Others,360,NH,99,133,No,No,0.02,5750,718,0,2015,1 -32,241676,0.06,0.01,4251078383,5873,Yes,High School or below,Male,Yes,Married,97,\N,1,4,95,Others,360,NH,99,133,No,No,0.02,5692,813,0,2015,2 -48,239705,0,0.03,4251082321,5874,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,3,1,35,Others,220,VA,102,243,No,No,0.24,8817,734,0,2015,1 -48,239705,0,0.03,4251082321,5874,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,3,1,35,Others,220,VA,102,243,No,No,0.24,7831,870,0,2015,2 -79,100606,0.06,0.03,4251016522,5875,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,1,7,54,Others,392,WV,299,8,No,No,0.69,4563,651,0,2015,1 -79,100606,0.06,0.03,4251016522,5875,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,1,7,54,Others,392,WV,299,8,No,No,0.69,4340,542,0,2015,2 -26,98635,0.01,0.01,4251021725,5876,Yes,Master or equivalent,Male,Yes,Married,49,\N,3,4,94,Others,252,IA,302,118,No,No,0.9,5572,928,0,2015,1 -26,98635,0.01,0.01,4251021725,5876,Yes,Master or equivalent,Male,Yes,Married,49,\N,3,4,94,Others,252,IA,302,118,No,No,0.9,2756,918,0,2015,2 -57,209535,0.07,0.01,4251098941,5877,Yes,Master or equivalent,Female,No,Single,107,\N,0,2,13,Others,425,KY,499,133,No,No,0.36,7353,817,0,2015,1 -57,209535,0.07,0.01,4251098941,5877,Yes,Master or equivalent,Female,No,Single,107,\N,0,2,13,Others,425,KY,499,133,No,No,0.36,1979,494,0,2015,2 -73,207564,0.01,0.03,4251097727,5878,Yes,High School or below,Female,No,Married,115,\N,3,0,53,Others,285,ND,3,243,No,No,0.57,1455,727,0,2015,1 -73,207564,0.01,0.03,4251097727,5878,Yes,High School or below,Female,No,Married,115,\N,3,0,53,Others,285,ND,3,243,No,No,0.57,1728,432,0,2015,2 -35,68465,0.07,0.03,4251062887,5879,Yes,High School or below,Male,Yes,Married,53,\N,0,5,72,Others,457,OH,199,8,No,No,0.03,2556,1278,1,2015,1 -35,68465,0.07,0.03,4251062887,5879,Yes,High School or below,Male,Yes,Married,53,\N,0,5,72,Others,457,OH,199,8,No,No,0.03,2939,489,1,2015,2 -51,66494,0.01,0.01,4251078431,5880,Yes,High School or below,Female,Yes,Single,60,\N,2,3,12,Others,318,AK,203,118,No,Yes,0.24,3300,660,0,2015,1 -51,66494,0.01,0.01,4251078431,5880,Yes,High School or below,Female,Yes,Single,60,\N,2,3,12,Others,318,AK,203,118,No,Yes,0.24,4927,703,0,2015,2 -13,177394,0.07,0.01,4251040902,5881,Yes,High School or below,Male,Yes,Single,118,\N,0,0,31,Others,490,AR,400,133,No,No,0.69,4214,702,0,2015,1 -13,177394,0.07,0.01,4251040902,5881,Yes,High School or below,Male,Yes,Single,118,\N,0,0,31,Others,490,AR,400,133,No,No,0.69,5429,904,0,2015,2 -29,175423,0.01,0.03,4251025418,5882,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,2,6,71,Others,350,MA,403,243,No,No,0.9,2705,450,0,2015,1 -29,175423,0.01,0.03,4251025418,5882,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,2,6,71,Others,350,MA,403,243,No,No,0.9,3612,903,0,2015,2 -60,36323,0,0.03,4251073952,5883,No,Bachelor or equivalent,Female,No,Single,63,\N,3,3,90,Others,23,MN,100,8,No,No,0.36,3466,866,0,2015,1 -60,36323,0,0.03,4251073952,5883,No,Bachelor or equivalent,Female,No,Single,63,\N,3,3,90,Others,23,MN,100,8,No,No,0.36,6971,774,0,2015,2 -76,34352,0.02,0.01,4251100326,5884,Yes,Master or equivalent,Female,Yes,Married,71,\N,2,1,30,Others,383,SC,103,118,No,No,0.57,6748,843,0,2015,1 -76,34352,0.02,0.01,4251100326,5884,Yes,Master or equivalent,Female,Yes,Married,71,\N,2,1,30,Others,383,SC,103,118,No,No,0.57,2695,385,0,2015,2 -38,145253,0,0.01,4251081710,5885,Yes,Master or equivalent,Male,Yes,Married,9,\N,3,6,49,Others,55,SD,300,133,No,No,0.03,3647,607,0,2015,1 -38,145253,0,0.01,4251081710,5885,Yes,Master or equivalent,Male,Yes,Married,9,\N,3,6,49,Others,55,SD,300,133,No,No,0.03,5560,926,0,2015,2 -54,143282,0.02,0.03,4251008419,5886,Yes,High School or below,Female,Yes,Single,16,\N,2,4,89,Others,415,DE,304,243,No,No,0.24,3681,409,0,2015,1 -54,143282,0.02,0.03,4251008419,5886,Yes,High School or below,Female,Yes,Single,16,\N,2,4,89,Others,415,DE,304,243,No,No,0.24,1101,367,0,2015,2 -54,143282,0.02,0.03,4251008419,5886,Yes,High School or below,Female,Yes,Single,16,\N,2,4,89,Others,415,DE,304,243,No,No,0.24,465,465,0,2015,3 -56,198239,0.05,0.02,4251055372,5887,Yes,High School or below,Male,Yes,Married,107,\N,3,6,58,Others,92,AL,403,28,No,No,0.77,2105,701,0,2015,1 -56,198239,0.05,0.02,4251055372,5887,Yes,High School or below,Male,Yes,Married,107,\N,3,6,58,Others,92,AL,403,28,No,No,0.77,3583,597,0,2015,2 -18,59140,0.04,0.03,4251076869,5888,Yes,High School or below,Female,No,Married,45,\N,0,4,77,Technology Related Job,264,AZ,100,43,No,No,0.22,4023,804,1,2015,1 -18,59140,0.04,0.03,4251076869,5888,Yes,High School or below,Female,No,Married,45,\N,0,4,77,Technology Related Job,264,AZ,100,43,No,No,0.22,2615,871,1,2015,2 -34,57168,0.06,0,4251079027,5889,Yes,High School or below,Male,Yes,Married,53,\N,3,1,17,Others,124,MD,103,153,No,Yes,0.44,5495,785,0,2015,1 -34,57168,0.06,0,4251079027,5889,Yes,High School or below,Male,Yes,Married,53,\N,3,1,17,Others,124,MD,103,153,No,Yes,0.44,3498,583,0,2015,2 -65,168069,0.04,0.01,4251029269,5890,Yes,High School or below,Female,Yes,Married,110,\N,0,7,36,Technology Related Job,296,MA,300,168,No,No,0.89,3021,755,0,2015,1 -65,168069,0.04,0.01,4251029269,5890,Yes,High School or below,Female,Yes,Married,110,\N,0,7,36,Technology Related Job,296,MA,300,168,No,No,0.89,3631,907,0,2015,2 -12,166098,0.06,0.02,4251083082,5891,Yes,Bachelor or equivalent,Female,Yes,Single,118,\N,2,4,76,Others,157,PA,304,28,No,No,0.1,3785,630,0,2015,1 -12,166098,0.06,0.02,4251083082,5891,Yes,Bachelor or equivalent,Female,Yes,Single,118,\N,2,4,76,Others,157,PA,304,28,No,No,0.1,3273,1091,0,2015,2 -15,221055,0.02,0.02,4251085585,5892,Yes,Bachelor or equivalent,Female,Yes,Married,89,\N,0,6,46,Others,333,NM,403,63,No,No,0.63,4872,696,1,2015,1 -15,221055,0.02,0.02,4251085585,5892,Yes,Bachelor or equivalent,Female,Yes,Married,89,\N,0,6,46,Others,333,NM,403,63,No,No,0.63,3518,879,1,2015,2 -17,26013,0.05,0.02,4251096403,5893,Yes,Bachelor or equivalent,Male,No,Single,60,\N,1,0,15,Others,9,MN,2,98,No,No,0.16,2235,1117,1,2015,1 -17,26013,0.05,0.02,4251096403,5893,Yes,Bachelor or equivalent,Male,No,Single,60,\N,1,0,15,Others,9,MN,2,98,No,No,0.16,3662,523,1,2015,2 -19,80970,0.01,0.01,4251020841,5894,Yes,Master or equivalent,Male,Yes,Married,30,\N,2,3,84,Others,185,KS,102,133,No,Yes,0.7,1693,564,0,2015,1 -19,80970,0.01,0.01,4251020841,5894,Yes,Master or equivalent,Male,Yes,Married,30,\N,2,3,84,Others,185,KS,102,133,No,Yes,0.7,7353,919,0,2015,2 -35,78999,0.03,0.03,4251043102,5895,Yes,PhD or equivalent,Male,Yes,Single,38,\N,1,0,25,Others,45,NC,105,243,No,No,0.91,3263,466,0,2015,1 -35,78999,0.03,0.03,4251043102,5895,Yes,PhD or equivalent,Male,Yes,Single,38,\N,1,0,25,Others,45,NC,105,243,No,No,0.91,5470,781,0,2015,2 -37,133957,0.06,0.02,4251031839,5896,Yes,High School or below,Male,Yes,Married,9,\N,2,2,94,Others,222,MT,204,28,No,No,0.44,677,677,0,2015,1 -37,133957,0.06,0.02,4251031839,5896,Yes,High School or below,Male,Yes,Married,9,\N,2,2,94,Others,222,MT,204,28,No,No,0.44,8090,809,0,2015,2 -39,188914,0.02,0.02,4251015111,5897,Yes,High School or below,Female,Yes,Single,99,\N,3,4,63,Others,398,LA,304,63,No,No,0.97,4792,798,0,2015,1 -39,188914,0.02,0.02,4251015111,5897,Yes,High School or below,Female,Yes,Single,99,\N,3,4,63,Others,398,LA,304,63,No,No,0.97,2115,705,0,2015,2 -39,188914,0.02,0.02,4251015111,5897,Yes,High School or below,Female,Yes,Single,99,\N,3,4,63,Others,398,LA,304,63,No,No,0.97,668,668,0,2015,3 -41,243871,0.06,0.02,4251023784,5898,Yes,High School or below,Female,Yes,Married,70,\N,0,7,33,Others,74,HI,403,97,No,No,0.5,5450,778,0,2015,1 -41,243871,0.06,0.02,4251023784,5898,Yes,High School or below,Female,Yes,Married,70,\N,0,7,33,Others,74,HI,403,97,No,No,0.5,4567,761,0,2015,2 -57,241900,0,0.03,4251060984,5899,Yes,High School or below,Female,Yes,Single,78,\N,3,4,73,Others,434,NV,406,207,No,No,0.71,3250,541,0,2015,1 -57,241900,0,0.03,4251060984,5899,Yes,High School or below,Female,Yes,Single,78,\N,3,4,73,Others,434,NV,406,207,No,No,0.71,4828,804,0,2015,2 -59,46858,0.03,0.03,4251099001,5900,Yes,High School or below,Female,Yes,Married,49,\N,0,6,43,Others,111,MD,6,242,No,No,0.24,4414,882,0,2015,1 -59,46858,0.03,0.03,4251099001,5900,Yes,High School or below,Female,Yes,Married,49,\N,0,6,43,Others,111,MD,6,242,No,No,0.24,1278,426,0,2015,2 -59,46858,0.03,0.03,4251099001,5900,Yes,High School or below,Female,Yes,Married,49,\N,0,6,43,Others,111,MD,6,242,No,No,0.24,1143,1143,0,2015,3 -62,101815,0.07,0.02,4251080282,5901,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,1,0,12,Others,287,IL,105,27,No,No,0.77,3432,686,0,2015,1 -62,101815,0.07,0.02,4251080282,5901,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,1,0,12,Others,287,IL,105,27,No,No,0.77,3339,556,0,2015,2 -24,212716,0.05,0.03,4251023211,5902,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,2,6,30,Technology Related Job,459,IA,302,42,No,No,0.23,3292,658,1,2015,1 -24,212716,0.05,0.03,4251023211,5902,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,2,6,30,Technology Related Job,459,IA,302,42,No,No,0.23,4549,568,1,2015,2 -24,212716,0.05,0.03,4251023211,5902,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,2,6,30,Technology Related Job,459,IA,302,42,No,No,0.23,788,788,1,2015,3 -26,17673,0.01,0.02,4251014424,5903,Yes,Bachelor or equivalent,Female,No,Married,48,\N,0,0,0,Technology Related Job,135,CT,401,77,No,No,0.76,1426,713,0,2015,1 -26,17673,0.01,0.02,4251014424,5903,Yes,Bachelor or equivalent,Female,No,Married,48,\N,0,0,0,Technology Related Job,135,CT,401,77,No,No,0.76,5803,644,0,2015,2 -26,17673,0.01,0.02,4251014424,5903,Yes,Bachelor or equivalent,Female,No,Married,48,\N,0,0,0,Technology Related Job,135,CT,401,77,No,No,0.76,491,491,0,2015,3 -14,209759,0,0.03,4251063483,5904,Yes,Master or equivalent,Male,No,Married,89,\N,2,2,91,Others,499,IA,307,207,Yes,No,0.04,6213,776,0,2015,1 -14,209759,0,0.03,4251063483,5904,Yes,Master or equivalent,Male,No,Married,89,\N,2,2,91,Others,499,IA,307,207,Yes,No,0.04,4975,829,0,2015,2 -16,14717,0.04,0.03,4251059969,5905,Yes,Master or equivalent,Male,Yes,Married,59,\N,3,4,60,Others,176,DE,406,242,No,Yes,0.57,5782,826,0,2015,1 -16,14717,0.04,0.03,4251059969,5905,Yes,Master or equivalent,Male,Yes,Married,59,\N,3,4,60,Others,176,DE,406,242,No,Yes,0.57,1999,666,0,2015,2 -46,125617,0.02,0.03,4251087901,5906,Yes,High School or below,Female,Yes,Single,117,\N,1,2,79,Technology Related Job,348,FL,103,7,No,No,0.03,2546,509,0,2015,1 -46,125617,0.02,0.03,4251087901,5906,Yes,High School or below,Female,Yes,Single,117,\N,1,2,79,Technology Related Job,348,FL,103,7,No,No,0.03,6419,1069,0,2015,2 -48,180574,0.06,0.03,4251083086,5907,Yes,High School or below,Male,Yes,Single,88,\N,2,4,48,Technology Related Job,24,AK,202,42,No,No,0.56,2096,419,0,2015,1 -48,180574,0.06,0.03,4251083086,5907,Yes,High School or below,Male,Yes,Single,88,\N,2,4,48,Technology Related Job,24,AK,202,42,No,No,0.56,3945,657,0,2015,2 -51,235532,0.01,0.02,4251075507,5908,Yes,High School or below,Male,Yes,Married,59,\N,3,6,18,Technology Related Job,201,VT,302,77,No,No,0.09,2321,580,0,2015,1 -51,235532,0.01,0.02,4251075507,5908,Yes,High School or below,Male,Yes,Married,59,\N,3,6,18,Technology Related Job,201,VT,302,77,No,No,0.09,2305,576,0,2015,2 -38,177618,0.01,0.03,4251079920,5909,Yes,High School or below,Female,Yes,Married,99,\N,2,0,9,Others,65,AK,207,207,No,No,0.38,4773,954,0,2015,1 -38,177618,0.01,0.03,4251079920,5909,Yes,High School or below,Female,Yes,Married,99,\N,2,0,9,Others,65,AK,207,207,No,No,0.38,6720,960,0,2015,2 -69,38518,0.07,0,4251099674,5910,Yes,High School or below,Male,No,Single,37,\N,3,6,27,Others,237,AR,404,222,No,Yes,0.83,6894,766,0,2015,1 -69,38518,0.07,0,4251099674,5910,Yes,High School or below,Male,No,Single,37,\N,3,6,27,Others,237,AR,404,222,No,Yes,0.83,3996,799,0,2015,2 -69,38518,0.07,0,4251099674,5910,Yes,High School or below,Male,No,Single,37,\N,3,6,27,Others,237,AR,404,222,No,Yes,0.83,1186,1186,0,2015,3 -71,93476,0.03,0.03,4251054576,5911,Yes,High School or below,Female,Yes,Single,8,\N,0,0,97,Technology Related Job,413,WA,4,7,No,No,0.37,6535,816,0,2015,1 -71,93476,0.03,0.03,4251054576,5911,Yes,High School or below,Female,Yes,Single,8,\N,0,0,97,Technology Related Job,413,WA,4,7,No,No,0.37,5286,587,0,2015,2 -73,148433,0.06,0.03,4251047129,5912,Yes,Bachelor or equivalent,Female,Yes,Married,99,\N,1,2,66,Technology Related Job,89,RI,103,42,No,No,0.9,4645,663,0,2015,1 -73,148433,0.06,0.03,4251047129,5912,Yes,Bachelor or equivalent,Female,Yes,Married,99,\N,1,2,66,Technology Related Job,89,RI,103,42,No,No,0.9,2851,950,0,2015,2 -73,148433,0.06,0.03,4251047129,5912,Yes,Bachelor or equivalent,Female,Yes,Married,99,\N,1,2,66,Technology Related Job,89,RI,103,42,No,No,0.9,17,17,0,2015,3 -75,203391,0.02,0.02,4251032804,5913,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,5,35,Technology Related Job,266,NY,202,77,No,No,0.43,3602,720,0,2015,1 -75,203391,0.02,0.02,4251032804,5913,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,5,35,Technology Related Job,266,NY,202,77,No,No,0.43,3804,760,0,2015,2 -23,201420,0.04,0,4251091422,5914,Yes,Master or equivalent,Female,Yes,Married,77,\N,1,2,76,Others,126,WI,206,187,No,No,0.64,3218,643,0,2015,1 -23,201420,0.04,0,4251091422,5914,Yes,Master or equivalent,Female,Yes,Married,77,\N,1,2,76,Others,126,WI,206,187,No,No,0.64,2219,739,0,2015,2 -23,201420,0.04,0,4251091422,5914,Yes,Master or equivalent,Female,Yes,Married,77,\N,1,2,76,Others,126,WI,206,187,No,No,0.64,106,106,0,2015,3 -25,6377,0.07,0.03,4251045976,5915,Yes,Master or equivalent,Male,Yes,Single,48,\N,2,4,45,Others,302,TN,305,222,No,No,0.17,3450,862,0,2015,1 -25,6377,0.07,0.03,4251045976,5915,Yes,Master or equivalent,Male,Yes,Single,48,\N,2,4,45,Others,302,TN,305,222,No,No,0.17,1333,266,0,2015,2 -27,61334,0.03,0.03,4251028874,5916,Yes,PhD or equivalent,Male,No,Married,19,\N,0,6,15,Technology Related Job,478,ND,404,7,No,No,0.7,4843,691,0,2015,1 -27,61334,0.03,0.03,4251028874,5916,Yes,PhD or equivalent,Male,No,Married,19,\N,0,6,15,Technology Related Job,478,ND,404,7,No,No,0.7,4611,658,0,2015,2 -43,59363,0.05,0.01,4251042047,5917,Yes,High School or below,Male,Yes,Single,26,\N,2,4,55,Others,338,AL,408,117,No,No,0.91,6795,970,0,2015,1 -43,59363,0.05,0.01,4251042047,5917,Yes,High School or below,Male,Yes,Single,26,\N,2,4,55,Others,338,AL,408,117,No,No,0.91,5177,739,0,2015,2 -45,114321,0.01,0,4251025959,5918,No,High School or below,Male,Yes,Married,117,\N,3,6,24,Others,15,UT,7,152,No,No,0.44,4305,861,1,2015,1 -45,114321,0.01,0,4251025959,5918,No,High School or below,Male,Yes,Married,117,\N,3,6,24,Others,15,UT,7,152,No,No,0.44,3488,1162,1,2015,2 -48,169278,0.04,0,4251095957,5919,Yes,High School or below,Male,Yes,Single,88,\N,1,0,94,Others,191,OK,106,187,No,No,0.97,3753,750,0,2015,1 -48,169278,0.04,0,4251095957,5919,Yes,High School or below,Male,Yes,Single,88,\N,1,0,94,Others,191,OK,106,187,No,No,0.97,1819,909,0,2015,2 -50,224236,0,0.03,4251041692,5920,Yes,High School or below,Female,Yes,Married,59,\N,2,2,63,Others,367,NH,206,222,No,No,0.5,4152,830,1,2015,1 -50,224236,0,0.03,4251041692,5920,Yes,High School or below,Female,Yes,Married,59,\N,2,2,63,Others,367,NH,206,222,No,No,0.5,4262,852,1,2015,2 -66,222265,0.02,0.01,4251025895,5921,Yes,Bachelor or equivalent,Male,No,Single,66,\N,0,0,4,Others,227,VA,209,82,No,Yes,0.71,2608,521,0,2015,1 -66,222265,0.02,0.01,4251025895,5921,Yes,Bachelor or equivalent,Male,No,Single,66,\N,0,0,4,Others,227,VA,209,82,No,Yes,0.71,4864,608,0,2015,2 -68,27222,0.06,0.01,4251045696,5922,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,2,2,73,Others,404,PA,308,117,Yes,No,0.24,4907,613,0,2015,1 -68,27222,0.06,0.01,4251045696,5922,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,2,2,73,Others,404,PA,308,117,Yes,No,0.24,3500,388,0,2015,2 -70,82180,0.01,0,4251093542,5923,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,3,4,42,Others,80,NM,408,152,No,No,0.78,5019,717,0,2015,1 -70,82180,0.01,0,4251093542,5923,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,3,4,42,Others,80,NM,408,152,No,No,0.78,6474,924,0,2015,2 -72,137137,0.05,0,4251088796,5924,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,0,6,12,Others,256,MS,7,187,No,No,0.31,1410,470,0,2015,1 -72,137137,0.05,0,4251088796,5924,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,0,6,12,Others,256,MS,7,187,No,No,0.31,702,702,0,2015,2 -34,248037,0.03,0,4251058883,5925,Yes,Master or equivalent,Female,Yes,Married,37,\N,1,4,30,Technology Related Job,428,MO,204,202,No,No,0.76,2355,785,0,2015,1 -34,248037,0.03,0,4251058883,5925,Yes,Master or equivalent,Female,Yes,Married,37,\N,1,4,30,Technology Related Job,428,MO,204,202,No,No,0.76,4674,667,0,2015,2 -22,190123,0.03,0.01,4251041140,5926,Yes,High School or below,Male,Yes,Married,77,\N,0,6,21,Others,292,NC,110,82,No,No,0.05,4375,625,1,2015,1 -22,190123,0.03,0.01,4251041140,5926,Yes,High School or below,Male,Yes,Married,77,\N,0,6,21,Others,292,NC,110,82,No,No,0.05,1720,430,1,2015,2 -24,245081,0.06,0.01,4251013414,5927,Yes,High School or below,Male,No,Single,48,\N,1,0,91,Others,469,MT,209,117,No,No,0.58,6785,969,0,2015,1 -24,245081,0.06,0.01,4251013414,5927,Yes,High School or below,Male,No,Single,48,\N,1,0,91,Others,469,MT,209,117,No,No,0.58,4273,712,0,2015,2 -26,50038,0.02,0,4251062153,5928,Yes,High School or below,Female,Yes,Married,19,\N,2,2,60,Others,145,LA,308,152,No,No,0.11,4519,903,0,2015,1 -26,50038,0.02,0,4251062153,5928,Yes,High School or below,Female,Yes,Married,19,\N,2,2,60,Others,145,LA,308,152,No,No,0.11,1314,1314,0,2015,2 -57,160939,0,0.01,4251098220,5929,Yes,High School or below,Male,Yes,Married,77,\N,3,0,79,Technology Related Job,317,MD,5,167,No,No,0.57,998,499,0,2015,1 -57,160939,0,0.01,4251098220,5929,Yes,High School or below,Male,Yes,Married,77,\N,3,0,79,Technology Related Job,317,MD,5,167,No,No,0.57,3218,536,0,2015,2 -57,160939,0,0.01,4251098220,5929,Yes,High School or below,Male,Yes,Married,77,\N,3,0,79,Technology Related Job,317,MD,5,167,No,No,0.57,1111,1111,0,2015,3 -59,215896,0.04,0,4251060585,5930,Yes,High School or below,Male,Yes,Single,47,\N,1,2,48,Technology Related Job,494,IL,105,202,No,No,0.1,4629,462,0,2015,1 -59,215896,0.04,0,4251060585,5930,Yes,High School or below,Male,Yes,Single,47,\N,1,2,48,Technology Related Job,494,IL,105,202,No,No,0.1,3855,771,0,2015,2 -47,157982,0.03,0.01,4251073800,5931,Yes,High School or below,Female,Yes,Single,88,\N,3,4,39,Others,358,MD,10,82,No,No,0.38,4260,852,0,2015,1 -47,157982,0.03,0.01,4251073800,5931,Yes,High School or below,Female,Yes,Single,88,\N,3,4,39,Others,358,MD,10,82,No,No,0.38,4690,781,0,2015,2 -49,212940,0.07,0.01,4251038332,5932,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,0,6,9,Others,34,IL,110,117,No,Yes,0.91,1493,497,0,2015,1 -49,212940,0.07,0.01,4251038332,5932,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,0,6,9,Others,34,IL,110,117,No,Yes,0.91,2607,651,0,2015,2 -49,212940,0.07,0.01,4251038332,5932,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,0,6,9,Others,34,IL,110,117,No,Yes,0.91,650,650,0,2015,3 -79,73840,0.05,0.01,4251030550,5933,Yes,Bachelor or equivalent,Male,No,Married,117,\N,2,4,27,Technology Related Job,206,IA,307,132,No,No,0.37,1153,576,0,2015,1 -79,73840,0.05,0.01,4251030550,5933,Yes,Bachelor or equivalent,Male,No,Married,117,\N,2,4,27,Technology Related Job,206,IA,307,132,No,No,0.37,7453,931,0,2015,2 -79,73840,0.05,0.01,4251030550,5933,Yes,Bachelor or equivalent,Male,No,Married,117,\N,2,4,27,Technology Related Job,206,IA,307,132,No,No,0.37,853,853,0,2015,3 -13,128797,0,0.01,4251095067,5934,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,6,96,Technology Related Job,382,DE,406,167,No,No,0.9,3789,757,0,2015,1 -13,128797,0,0.01,4251095067,5934,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,6,96,Technology Related Job,382,DE,406,167,No,No,0.9,3211,802,0,2015,2 -16,183755,0.04,0,4251013992,5935,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,0,0,66,Technology Related Job,59,WY,5,202,No,No,0.43,4318,719,0,2015,1 -16,183755,0.04,0,4251013992,5935,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,0,0,66,Technology Related Job,59,WY,5,202,No,No,0.43,5851,650,0,2015,2 -16,183755,0.04,0,4251013992,5935,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,0,0,66,Technology Related Job,59,WY,5,202,No,No,0.43,1368,1368,0,2015,3 -31,181784,0.06,0.02,4251024395,5936,Yes,Master or equivalent,Female,Yes,Single,66,\N,3,6,6,Others,419,KY,8,62,No,No,0.64,5737,956,0,2015,1 -31,181784,0.06,0.02,4251024395,5936,Yes,Master or equivalent,Female,Yes,Single,66,\N,3,6,6,Others,419,KY,8,62,No,No,0.64,5280,880,0,2015,2 -34,236741,0.02,0.01,4251067784,5937,Yes,High School or below,Female,Yes,Married,36,\N,0,0,76,Technology Related Job,95,GA,108,97,No,Yes,0.17,7143,793,0,2015,1 -34,236741,0.02,0.01,4251067784,5937,Yes,High School or below,Female,Yes,Married,36,\N,0,0,76,Technology Related Job,95,GA,108,97,No,Yes,0.17,1398,1398,0,2015,2 -36,41699,0.05,0.01,4251044328,5938,No,High School or below,Male,Yes,Single,7,\N,1,2,45,Technology Related Job,271,AK,207,132,No,No,0.7,4328,618,0,2015,1 -36,41699,0.05,0.01,4251044328,5938,No,High School or below,Male,Yes,Single,7,\N,1,2,45,Technology Related Job,271,AK,207,132,No,No,0.7,5726,954,0,2015,2 -38,96656,0.01,0.01,4251096509,5939,Yes,High School or below,Male,No,Married,98,\N,2,4,14,Technology Related Job,448,VT,306,167,No,No,0.23,2676,669,0,2015,2 -54,94685,0.03,0.02,4251036940,5940,Yes,High School or below,Male,No,Single,106,\N,1,2,55,Others,308,ID,310,27,Yes,No,0.44,3038,506,0,2015,1 -54,94685,0.03,0.02,4251036940,5940,Yes,High School or below,Male,No,Single,106,\N,1,2,55,Others,308,ID,310,27,Yes,No,0.44,3216,804,0,2015,2 -54,94685,0.03,0.02,4251036940,5940,Yes,High School or below,Male,No,Single,106,\N,1,2,55,Others,308,ID,310,27,Yes,No,0.44,1233,616,0,2015,3 -56,149643,0.07,0.02,4251028266,5941,Yes,High School or below,Male,Yes,Married,76,\N,2,4,24,Technology Related Job,484,AR,409,62,No,No,0.98,5115,730,0,2015,1 -56,149643,0.07,0.02,4251028266,5941,Yes,High School or below,Male,Yes,Married,76,\N,2,4,24,Technology Related Job,484,AR,409,62,No,No,0.98,5952,744,0,2015,2 -58,204600,0.02,0.01,4251046052,5942,Yes,High School or below,Female,Yes,Single,47,\N,3,6,94,Technology Related Job,160,WA,8,97,No,No,0.51,4100,820,0,2015,1 -58,204600,0.02,0.01,4251046052,5942,Yes,High School or below,Female,Yes,Single,47,\N,3,6,94,Technology Related Job,160,WA,8,97,No,No,0.51,1108,554,0,2015,2 -60,9558,0.06,0.01,4251044401,5943,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,1,0,63,Technology Related Job,336,SC,108,132,Yes,No,0.04,7133,594,0,2015,1 -60,9558,0.06,0.01,4251044401,5943,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,1,0,63,Technology Related Job,336,SC,108,132,Yes,No,0.04,5819,646,0,2015,2 -76,7586,0,0.03,4251012697,5944,Yes,Bachelor or equivalent,Female,No,Single,26,\N,3,5,3,Others,197,CO,111,242,No,No,0.25,1039,519,0,2015,1 -76,7586,0,0.03,4251012697,5944,Yes,Bachelor or equivalent,Female,No,Single,26,\N,3,5,3,Others,197,CO,111,242,No,No,0.25,1768,884,0,2015,2 -76,7586,0,0.03,4251012697,5944,Yes,Bachelor or equivalent,Female,No,Single,26,\N,3,5,3,Others,197,CO,111,242,No,No,0.25,975,975,0,2015,3 -78,62544,0.04,0.02,4251064318,5945,Yes,Master or equivalent,Female,Yes,Married,116,\N,0,0,73,Others,373,WI,210,27,No,No,0.78,4939,823,0,2015,1 -78,62544,0.04,0.02,4251064318,5945,Yes,Master or equivalent,Female,Yes,Married,116,\N,0,0,73,Others,373,WI,210,27,No,No,0.78,1222,611,0,2015,2 -12,117501,0.07,0.02,4251008599,5946,Yes,Master or equivalent,Male,No,Single,87,\N,2,2,42,Technology Related Job,49,TN,310,62,No,No,0.31,3715,928,0,2015,1 -12,117501,0.07,0.02,4251008599,5946,Yes,Master or equivalent,Male,No,Single,87,\N,2,2,42,Technology Related Job,49,TN,310,62,No,No,0.31,1931,965,0,2015,2 -15,172459,0.03,0.01,4251015443,5947,Yes,PhD or equivalent,Male,Yes,Single,58,\N,3,4,11,Technology Related Job,225,ND,409,97,No,No,0.84,1798,449,0,2015,1 -15,172459,0.03,0.01,4251015443,5947,Yes,PhD or equivalent,Male,Yes,Single,58,\N,3,4,11,Technology Related Job,225,ND,409,97,No,No,0.84,4661,776,0,2015,2 -31,170488,0.05,0.03,4251020703,5948,Yes,High School or below,Male,Yes,Single,66,\N,1,1,52,Others,85,AL,412,207,No,Yes,0.05,2349,587,0,2015,1 -31,170488,0.05,0.03,4251020703,5948,Yes,High School or below,Male,Yes,Single,66,\N,1,1,52,Others,85,AL,412,207,No,Yes,0.05,3728,932,0,2015,2 -33,225445,0,0.03,4251079215,5949,Yes,High School or below,Male,Yes,Married,36,\N,3,4,21,Others,262,UT,12,242,No,No,0.58,744,372,0,2015,1 -35,30403,0.04,0.02,4251071096,5950,Yes,High School or below,Male,No,Married,7,\N,0,6,91,Others,438,OK,111,27,No,No,0.11,1094,273,0,2015,1 -35,30403,0.04,0.02,4251071096,5950,Yes,High School or below,Male,No,Married,7,\N,0,6,91,Others,438,OK,111,27,No,No,0.11,1798,599,0,2015,2 -37,85360,0,0.02,4251080364,5951,Yes,High School or below,Female,Yes,Single,98,\N,1,0,60,Technology Related Job,114,NH,210,62,No,No,0.64,2667,1333,0,2015,1 -37,85360,0,0.02,4251080364,5951,Yes,High School or below,Female,Yes,Single,98,\N,1,0,60,Technology Related Job,114,NH,210,62,No,No,0.64,1805,451,0,2015,2 -67,196261,0.06,0.02,4251012064,5952,Yes,High School or below,Male,Yes,Single,36,\N,2,6,78,Technology Related Job,287,NM,407,77,No,No,0.1,1017,508,0,2015,1 -67,196261,0.06,0.02,4251012064,5952,Yes,High School or below,Male,Yes,Single,36,\N,2,6,78,Technology Related Job,287,NM,407,77,No,No,0.1,6819,757,0,2015,2 -55,138347,0.05,0.03,4251015743,5953,Yes,Bachelor or equivalent,Female,Yes,Single,76,\N,1,0,70,Others,151,RI,313,207,No,No,0.39,2676,892,0,2015,1 -55,138347,0.05,0.03,4251015743,5953,Yes,Bachelor or equivalent,Female,Yes,Single,76,\N,1,0,70,Others,151,RI,313,207,No,No,0.39,1915,957,0,2015,2 -57,193304,0.01,0.02,4251098671,5954,Yes,Bachelor or equivalent,Female,Yes,Married,47,\N,2,2,39,Others,327,NM,412,242,No,No,0.92,3208,641,0,2015,1 -57,193304,0.01,0.02,4251098671,5954,Yes,Bachelor or equivalent,Female,Yes,Married,47,\N,2,2,39,Others,327,NM,412,242,No,No,0.92,2932,733,0,2015,2 -20,54204,0.07,0.03,4251086600,5955,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,3,7,58,Technology Related Job,499,NC,109,7,No,No,0.37,8139,1017,0,2015,1 -20,54204,0.07,0.03,4251086600,5955,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,3,7,58,Technology Related Job,499,NC,109,7,No,No,0.37,431,215,0,2015,2 -22,109162,0.03,0.02,4251010656,5956,Yes,Master or equivalent,Female,No,Single,76,\N,0,2,27,Technology Related Job,175,MT,209,42,No,No,0.9,6097,1016,0,2015,1 -22,109162,0.03,0.02,4251010656,5956,Yes,Master or equivalent,Female,No,Single,76,\N,0,2,27,Technology Related Job,175,MT,209,42,No,No,0.9,4430,553,0,2015,2 -24,164119,0.06,0.02,4251008206,5957,Yes,Master or equivalent,Female,Yes,Married,47,\N,2,4,96,Technology Related Job,352,LA,308,77,No,No,0.43,6630,947,0,2015,1 -24,164119,0.06,0.02,4251008206,5957,Yes,Master or equivalent,Female,Yes,Married,47,\N,2,4,96,Technology Related Job,352,LA,308,77,No,No,0.43,3031,757,0,2015,2 -12,106205,0.06,0.03,4251092386,5958,Yes,High School or below,Male,Yes,Married,87,\N,0,6,88,Others,216,MT,214,207,No,No,0.72,4712,673,0,2015,1 -12,106205,0.06,0.03,4251092386,5958,Yes,High School or below,Male,Yes,Married,87,\N,0,6,88,Others,216,MT,214,207,No,No,0.72,2991,747,0,2015,2 -42,217106,0.04,0.03,4251035935,5959,Yes,High School or below,Female,Yes,Married,25,\N,1,3,6,Technology Related Job,388,NV,411,222,No,No,0.18,1915,957,0,2015,1 -42,217106,0.04,0.03,4251035935,5959,Yes,High School or below,Female,Yes,Married,25,\N,1,3,6,Technology Related Job,388,NV,411,222,No,No,0.18,6934,693,0,2015,2 -44,22063,0,0.03,4251051438,5960,Yes,High School or below,Male,Yes,Single,116,\N,3,6,75,Technology Related Job,64,MD,10,7,No,No,0.71,6194,688,0,2015,1 -44,22063,0,0.03,4251051438,5960,Yes,High School or below,Male,Yes,Single,116,\N,3,6,75,Technology Related Job,64,MD,10,7,No,No,0.71,5007,715,0,2015,2 -46,77021,0.03,0.02,4251074383,5961,Yes,High School or below,Male,Yes,Married,87,\N,0,0,45,Technology Related Job,241,IL,109,42,No,No,0.24,543,543,0,2015,1 -46,77021,0.03,0.02,4251074383,5961,Yes,High School or below,Male,Yes,Married,87,\N,0,0,45,Technology Related Job,241,IL,109,42,No,No,0.24,3226,537,0,2015,2 -48,131978,0.07,0.02,4251069959,5962,Yes,High School or below,Male,No,Single,57,\N,1,2,14,Technology Related Job,417,CO,208,77,No,No,0.77,3224,806,0,2015,1 -48,131978,0.07,0.02,4251069959,5962,Yes,High School or below,Male,No,Single,57,\N,1,2,14,Technology Related Job,417,CO,208,77,No,No,0.77,5557,793,0,2015,2 -64,130007,0.01,0,4251056288,5963,Yes,Bachelor or equivalent,Male,No,Married,65,\N,0,7,55,Technology Related Job,277,MI,212,187,No,No,0.98,4179,1044,0,2015,1 -64,130007,0.01,0,4251056288,5963,Yes,Bachelor or equivalent,Male,No,Married,65,\N,0,7,55,Technology Related Job,277,MI,212,187,No,No,0.98,5580,930,0,2015,2 -66,184964,0.05,0.03,4251063946,5964,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,1,2,24,Technology Related Job,453,IA,311,222,No,Yes,0.51,2123,707,0,2015,1 -66,184964,0.05,0.03,4251063946,5964,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,1,2,24,Technology Related Job,453,IA,311,222,No,Yes,0.51,2073,414,0,2015,2 -69,239922,0,0.03,4251017810,5965,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,2,4,93,Technology Related Job,129,DE,410,7,No,No,0.04,3257,651,0,2015,1 -69,239922,0,0.03,4251017810,5965,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,2,4,93,Technology Related Job,129,DE,410,7,No,No,0.04,3641,520,0,2015,2 -71,44879,0.04,0.02,4251047532,5966,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,3,6,63,Technology Related Job,306,WY,10,42,No,No,0.57,2273,454,1,2015,1 -71,44879,0.04,0.02,4251047532,5966,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,3,6,63,Technology Related Job,306,WY,10,42,No,No,0.57,7255,806,1,2015,2 -71,44879,0.04,0.02,4251047532,5966,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,3,6,63,Technology Related Job,306,WY,10,42,No,No,0.57,1009,1009,1,2015,3 -19,42908,0.06,0,4251073331,5967,Yes,PhD or equivalent,Female,No,Married,105,\N,2,3,3,Technology Related Job,166,KY,13,152,No,No,0.78,3442,860,0,2015,1 -19,42908,0.06,0,4251073331,5967,Yes,PhD or equivalent,Female,No,Married,105,\N,2,3,3,Technology Related Job,166,KY,13,152,No,No,0.78,2193,731,0,2015,2 -21,97866,0.01,0,4251092826,5968,Yes,High School or below,Female,Yes,Single,76,\N,3,5,72,Technology Related Job,342,GA,112,187,No,No,0.31,5251,875,0,2015,1 -21,97866,0.01,0,4251092826,5968,Yes,High School or below,Female,Yes,Single,76,\N,3,5,72,Technology Related Job,342,GA,112,187,No,No,0.31,3092,618,0,2015,2 -23,152823,0.05,0.03,4251014170,5969,Yes,High School or below,Male,No,Married,47,\N,0,0,42,Technology Related Job,18,AK,212,222,No,No,0.84,1986,662,0,2015,1 -23,152823,0.05,0.03,4251014170,5969,Yes,High School or below,Male,No,Married,47,\N,0,0,42,Technology Related Job,18,AK,212,222,No,No,0.84,5153,644,0,2015,2 -25,207781,0.01,0.03,4251008339,5970,Yes,High School or below,Male,Yes,Single,17,\N,2,2,11,Technology Related Job,195,VT,311,7,Yes,No,0.38,3367,673,0,2015,1 -25,207781,0.01,0.03,4251008339,5970,Yes,High School or below,Male,Yes,Single,17,\N,2,2,11,Technology Related Job,195,VT,311,7,Yes,No,0.38,4649,774,0,2015,2 -41,205810,0.03,0,4251032644,5971,Yes,High School or below,Male,Yes,Married,25,\N,0,7,52,Others,55,ID,314,117,No,No,0.59,3878,775,0,2015,1 -41,205810,0.03,0,4251032644,5971,Yes,High School or below,Male,Yes,Married,25,\N,0,7,52,Others,55,ID,314,117,No,No,0.59,5027,837,0,2015,2 -41,205810,0.03,0,4251032644,5971,Yes,High School or below,Male,Yes,Married,25,\N,0,7,52,Others,55,ID,314,117,No,No,0.59,930,930,0,2015,3 -43,10767,0.06,0,4251062597,5972,Yes,High School or below,Male,Yes,Single,116,\N,1,1,21,Technology Related Job,231,CA,414,152,No,No,0.12,4674,779,0,2015,1 -43,10767,0.06,0,4251062597,5972,Yes,High School or below,Male,Yes,Single,116,\N,1,1,21,Technology Related Job,231,CA,414,152,No,No,0.12,1927,481,0,2015,2 -45,65724,0.02,0,4251091561,5973,Yes,High School or below,Female,No,Married,86,\N,3,4,90,Technology Related Job,407,WA,13,187,No,No,0.65,1779,593,1,2015,1 -45,65724,0.02,0,4251091561,5973,Yes,High School or below,Female,No,Married,86,\N,3,4,90,Technology Related Job,407,WA,13,187,No,No,0.65,4894,699,1,2015,2 -76,176625,0,0,4251032922,5974,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,0,1,9,Non-technology Related Job,80,WI,210,202,No,No,0.1,1943,971,0,2015,1 -76,176625,0,0,4251032922,5974,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,0,1,9,Non-technology Related Job,80,WI,210,202,No,No,0.1,4863,972,0,2015,2 -63,118711,0,0.01,4251032338,5975,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,2,3,0,Others,444,CT,116,82,No,Yes,0.39,5113,730,0,2015,1 -63,118711,0,0.01,4251032338,5975,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,2,3,0,Others,444,CT,116,82,No,Yes,0.39,3641,520,0,2015,2 -66,173668,0.03,0,4251078596,5976,Yes,Master or equivalent,Female,Yes,Single,36,\N,0,5,69,Others,120,WI,215,117,No,No,0.92,1645,822,0,2015,1 -66,173668,0.03,0,4251078596,5976,Yes,Master or equivalent,Female,Yes,Single,36,\N,0,5,69,Others,120,WI,215,117,No,No,0.92,4749,678,0,2015,2 -66,173668,0.03,0,4251078596,5976,Yes,Master or equivalent,Female,Yes,Single,36,\N,0,5,69,Others,120,WI,215,117,No,No,0.92,701,701,0,2015,3 -68,228626,0.07,0,4251038457,5977,Yes,Master or equivalent,Female,Yes,Married,6,\N,1,0,39,Technology Related Job,296,TN,314,152,No,No,0.45,1951,650,0,2015,1 -68,228626,0.07,0,4251038457,5977,Yes,Master or equivalent,Female,Yes,Married,6,\N,1,0,39,Technology Related Job,296,TN,314,152,No,No,0.45,2410,602,0,2015,2 -30,89526,0.05,0,4251095581,5978,Yes,PhD or equivalent,Female,Yes,Married,64,\N,2,5,57,Technology Related Job,468,UT,11,167,No,No,0.91,2659,531,0,2015,1 -30,89526,0.05,0,4251095581,5978,Yes,PhD or equivalent,Female,Yes,Married,64,\N,2,5,57,Technology Related Job,468,UT,11,167,No,No,0.91,6714,671,0,2015,2 -30,89526,0.05,0,4251095581,5978,Yes,PhD or equivalent,Female,Yes,Married,64,\N,2,5,57,Technology Related Job,468,UT,11,167,No,No,0.91,931,931,0,2015,3 -32,144484,0.01,0,4251099100,5979,Yes,High School or below,Female,No,Single,35,\N,3,7,27,Non-technology Related Job,145,OK,111,202,No,No,0.44,317,317,0,2015,1 -32,144484,0.01,0,4251099100,5979,Yes,High School or below,Female,No,Single,35,\N,3,7,27,Non-technology Related Job,145,OK,111,202,No,No,0.44,4299,1074,0,2015,2 -20,86570,0,0.01,4251011102,5980,Yes,High School or below,Male,No,Single,76,\N,2,1,18,Others,9,UT,16,82,No,No,0.72,4954,707,0,2015,1 -20,86570,0,0.01,4251011102,5980,Yes,High School or below,Male,No,Single,76,\N,2,1,18,Others,9,UT,16,82,No,No,0.72,1959,489,0,2015,2 -20,86570,0,0.01,4251011102,5980,Yes,High School or below,Male,No,Single,76,\N,2,1,18,Others,9,UT,16,82,No,No,0.72,713,356,0,2015,3 -22,141527,0.04,0,4251025281,5981,Yes,High School or below,Male,Yes,Married,46,\N,3,4,87,Technology Related Job,185,OR,116,117,No,No,0.25,2267,453,0,2015,1 -22,141527,0.04,0,4251025281,5981,Yes,High School or below,Male,Yes,Married,46,\N,3,4,87,Technology Related Job,185,OR,116,117,No,No,0.25,5893,841,0,2015,2 -52,2427,0.02,0.01,4251012320,5982,Yes,High School or below,Female,Yes,Married,104,\N,0,1,6,Technology Related Job,357,PA,313,132,No,No,0.71,5788,723,0,2015,1 -52,2427,0.02,0.01,4251012320,5982,Yes,High School or below,Female,Yes,Married,104,\N,0,1,6,Technology Related Job,357,PA,313,132,No,No,0.71,4316,863,0,2015,2 -55,57385,0.06,0,4251052170,5983,Yes,High School or below,Male,Yes,Single,75,\N,1,3,75,Technology Related Job,34,NM,412,167,No,No,0.24,733,733,0,2015,1 -55,57385,0.06,0,4251052170,5983,Yes,High School or below,Male,Yes,Single,75,\N,1,3,75,Technology Related Job,34,NM,412,167,No,No,0.24,3828,638,0,2015,2 -57,112342,0.01,0,4251089064,5984,Yes,Bachelor or equivalent,Male,Yes,Married,46,\N,3,6,44,Non-technology Related Job,210,MS,11,202,No,No,0.77,3517,879,0,2015,1 -57,112342,0.01,0,4251089064,5984,Yes,Bachelor or equivalent,Male,Yes,Married,46,\N,3,6,44,Non-technology Related Job,210,MS,11,202,No,No,0.77,4198,1049,0,2015,2 -44,54428,0.01,0.01,4251061332,5985,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,1,0,36,Others,74,NM,417,82,No,No,0.06,5017,716,0,2015,1 -44,54428,0.01,0.01,4251061332,5985,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,1,0,36,Others,74,NM,417,82,No,No,0.06,1533,766,0,2015,2 -75,165329,0.07,0.01,4251047482,5986,Yes,Bachelor or equivalent,Male,No,Married,24,\N,2,5,54,Technology Related Job,246,NC,114,97,No,No,0.51,889,889,0,2015,1 -75,165329,0.07,0.01,4251047482,5986,Yes,Bachelor or equivalent,Male,No,Married,24,\N,2,5,54,Technology Related Job,246,NC,114,97,No,No,0.51,2652,884,0,2015,2 -77,220286,0.02,0.01,4251012816,5987,Yes,Master or equivalent,Female,Yes,Single,115,\N,0,7,24,Technology Related Job,422,MT,213,132,No,No,0.04,7342,917,0,2015,1 -77,220286,0.02,0.01,4251012816,5987,Yes,Master or equivalent,Female,Yes,Single,115,\N,0,7,24,Technology Related Job,422,MT,213,132,No,No,0.04,3998,666,0,2015,2 -79,25244,0.06,0,4251054942,5988,Yes,Master or equivalent,Female,Yes,Single,86,\N,1,2,93,Non-technology Related Job,99,LA,313,167,Yes,No,0.58,3670,917,0,2015,1 -79,25244,0.06,0,4251054942,5988,Yes,Master or equivalent,Female,Yes,Single,86,\N,1,2,93,Non-technology Related Job,99,LA,313,167,Yes,No,0.58,5212,868,0,2015,2 -27,23273,0,0.02,4251067215,5989,Yes,High School or below,Female,Yes,Single,93,\N,3,7,33,Technology Related Job,459,OH,316,27,No,No,0.79,4224,704,0,2015,1 -27,23273,0,0.02,4251067215,5989,Yes,High School or below,Female,Yes,Single,93,\N,3,7,33,Technology Related Job,459,OH,316,27,No,No,0.79,6120,765,0,2015,2 -29,78230,0.04,0.01,4251054760,5990,Yes,High School or below,Female,Yes,Married,64,\N,1,1,3,Technology Related Job,135,NV,415,62,No,No,0.32,3738,934,0,2015,1 -29,78230,0.04,0.01,4251054760,5990,Yes,High School or below,Female,Yes,Married,64,\N,1,1,3,Technology Related Job,135,NV,415,62,No,No,0.32,4315,719,0,2015,2 -31,133187,0.07,0.01,4251073664,5991,Yes,High School or below,Male,Yes,Single,35,\N,2,3,72,Technology Related Job,311,MD,15,97,No,Yes,0.85,2897,482,0,2015,1 -31,133187,0.07,0.01,4251073664,5991,Yes,High School or below,Male,Yes,Single,35,\N,2,3,72,Technology Related Job,311,MD,15,97,No,Yes,0.85,5243,873,0,2015,2 -34,188145,0.03,0.01,4251012736,5992,Yes,High School or below,Male,No,Single,6,\N,3,5,41,Technology Related Job,488,IL,114,132,No,No,0.38,6025,1205,0,2015,1 -34,188145,0.03,0.01,4251012736,5992,Yes,High School or below,Male,No,Single,6,\N,3,5,41,Technology Related Job,488,IL,114,132,No,No,0.38,1776,888,0,2015,2 -34,188145,0.03,0.01,4251012736,5992,Yes,High School or below,Male,No,Single,6,\N,3,5,41,Technology Related Job,488,IL,114,132,No,No,0.38,1030,1030,0,2015,3 -49,186174,0.05,0.02,4251049923,5993,Yes,High School or below,Male,Yes,Single,13,\N,2,3,82,Technology Related Job,348,NJ,117,242,No,No,0.59,9489,729,0,2015,1 -49,186174,0.05,0.02,4251049923,5993,Yes,High School or below,Male,Yes,Single,13,\N,2,3,82,Technology Related Job,348,NJ,117,242,No,No,0.59,3412,568,0,2015,2 -52,241131,0.01,0.02,4251026474,5994,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,3,5,51,Technology Related Job,24,MN,216,27,No,No,0.12,1460,292,0,2015,1 -52,241131,0.01,0.02,4251026474,5994,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,3,5,51,Technology Related Job,24,MN,216,27,No,No,0.12,5142,1028,0,2015,2 -52,241131,0.01,0.02,4251026474,5994,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,3,5,51,Technology Related Job,24,MN,216,27,No,No,0.12,1159,1159,0,2015,3 -54,46089,0.04,0.01,4251034132,5995,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,0,7,21,Technology Related Job,200,IA,316,62,No,No,0.65,2816,704,0,2015,1 -54,46089,0.04,0.01,4251034132,5995,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,0,7,21,Technology Related Job,200,IA,316,62,No,No,0.65,2530,843,0,2015,2 -56,101046,0,0.01,4251018723,5996,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,1,1,90,Technology Related Job,376,DE,415,97,No,No,0.18,268,268,0,2015,1 -56,101046,0,0.01,4251018723,5996,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,1,1,90,Technology Related Job,376,DE,415,97,No,No,0.18,481,481,0,2015,2 -72,99075,0.02,0.03,4251065849,5997,Yes,Master or equivalent,Male,No,Single,53,\N,0,7,30,Others,237,MO,418,207,No,No,0.39,2905,484,0,2015,1 -72,99075,0.02,0.03,4251065849,5997,Yes,Master or equivalent,Male,No,Single,53,\N,0,7,30,Others,237,MO,418,207,No,No,0.39,2653,884,0,2015,2 -74,154033,0.06,0.02,4251015070,5998,Yes,PhD or equivalent,Female,Yes,Single,24,\N,1,1,0,Technology Related Job,413,KY,18,242,No,No,0.92,2230,557,0,2015,1 -74,154033,0.06,0.02,4251015070,5998,Yes,PhD or equivalent,Female,Yes,Single,24,\N,1,1,0,Technology Related Job,413,KY,18,242,No,No,0.92,4444,740,0,2015,2 -74,154033,0.06,0.02,4251015070,5998,Yes,PhD or equivalent,Female,Yes,Single,24,\N,1,1,0,Technology Related Job,413,KY,18,242,No,No,0.92,338,338,0,2015,3 -76,208990,0.01,0.02,4251033065,5999,Yes,High School or below,Female,Yes,Married,115,\N,2,3,69,Technology Related Job,89,GA,117,27,No,No,0.45,5377,768,0,2015,1 -76,208990,0.01,0.02,4251033065,5999,Yes,High School or below,Female,Yes,Married,115,\N,2,3,69,Technology Related Job,89,GA,117,27,No,No,0.45,601,601,0,2015,2 -78,13947,0.05,0.01,4251033381,6000,Yes,High School or below,Male,Yes,Single,86,\N,0,5,38,Technology Related Job,265,AZ,216,62,No,No,0.99,2329,465,0,2015,1 -78,13947,0.05,0.01,4251033381,6000,Yes,High School or below,Male,Yes,Single,86,\N,0,5,38,Technology Related Job,265,AZ,216,62,No,No,0.99,5233,872,0,2015,2 -41,124848,0.03,0.02,4251013478,6001,Yes,High School or below,Female,Yes,Single,24,\N,1,3,57,Non-technology Related Job,438,AR,413,77,No,No,0.44,6803,680,0,2015,1 -41,124848,0.03,0.02,4251013478,6001,Yes,High School or below,Female,Yes,Single,24,\N,1,3,57,Non-technology Related Job,438,AR,413,77,No,No,0.44,3682,526,0,2015,2 -28,66934,0.02,0.03,4251032129,6002,Yes,High School or below,Male,Yes,Single,64,\N,3,5,48,Technology Related Job,302,ID,319,207,No,Yes,0.73,3998,799,1,2015,1 -28,66934,0.02,0.03,4251032129,6002,Yes,High School or below,Male,Yes,Single,64,\N,3,5,48,Technology Related Job,302,ID,319,207,No,Yes,0.73,4962,620,1,2015,2 -30,121891,0.06,0.02,4251082739,6003,Yes,High School or below,Male,No,Married,35,\N,0,7,18,Technology Related Job,478,CA,418,242,No,No,0.26,2394,598,1,2015,1 -30,121891,0.06,0.02,4251082739,6003,Yes,High School or below,Male,No,Married,35,\N,0,7,18,Technology Related Job,478,CA,418,242,No,No,0.26,3163,632,1,2015,2 -61,232792,0.04,0.03,4251073159,6004,Yes,High School or below,Female,Yes,Married,93,\N,2,5,36,Technology Related Job,150,CO,115,7,No,No,0.71,891,891,0,2015,1 -61,232792,0.04,0.03,4251073159,6004,Yes,High School or below,Female,Yes,Married,93,\N,2,5,36,Technology Related Job,150,CO,115,7,No,No,0.71,4116,823,0,2015,2 -63,37749,0,0.02,4251013947,6005,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,3,7,5,Non-technology Related Job,327,WI,215,42,No,No,0.25,1582,791,0,2015,1 -63,37749,0,0.02,4251013947,6005,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,3,7,5,Non-technology Related Job,327,WI,215,42,No,No,0.25,6391,798,0,2015,2 -63,37749,0,0.02,4251013947,6005,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,3,7,5,Non-technology Related Job,327,WI,215,42,No,No,0.25,450,450,0,2015,3 -65,92707,0.04,0.02,4251013137,6006,Yes,Bachelor or equivalent,Male,Yes,Married,34,\N,0,1,75,Non-technology Related Job,3,TN,314,77,Yes,No,0.78,5746,957,0,2015,1 -65,92707,0.04,0.02,4251013137,6006,Yes,Bachelor or equivalent,Male,Yes,Married,34,\N,0,1,75,Non-technology Related Job,3,TN,314,77,Yes,No,0.78,3023,604,0,2015,2 -65,92707,0.04,0.02,4251013137,6006,Yes,Bachelor or equivalent,Male,Yes,Married,34,\N,0,1,75,Non-technology Related Job,3,TN,314,77,Yes,No,0.78,529,529,0,2015,3 -53,34793,0.03,0.03,4251032074,6007,Yes,Master or equivalent,Female,Yes,Married,75,\N,3,3,66,Technology Related Job,367,WI,220,207,No,No,0.06,8402,1050,0,2015,1 -53,34793,0.03,0.03,4251032074,6007,Yes,Master or equivalent,Female,Yes,Married,75,\N,3,3,66,Technology Related Job,367,WI,220,207,No,No,0.06,2371,790,0,2015,2 -55,89750,0.07,0.02,4251055117,6008,Yes,Master or equivalent,Female,Yes,Single,46,\N,0,5,35,Technology Related Job,43,TN,319,242,No,No,0.59,1569,523,1,2015,1 -55,89750,0.07,0.02,4251055117,6008,Yes,Master or equivalent,Female,Yes,Single,46,\N,0,5,35,Technology Related Job,43,TN,319,242,No,No,0.59,556,278,1,2015,2 -17,200650,0.05,0.03,4251050684,6009,Yes,PhD or equivalent,Male,No,Single,104,\N,1,3,54,Non-technology Related Job,215,UT,16,7,No,No,0.05,5071,845,1,2015,1 -17,200650,0.05,0.03,4251050684,6009,Yes,PhD or equivalent,Male,No,Single,104,\N,1,3,54,Non-technology Related Job,215,UT,16,7,No,No,0.05,2691,672,1,2015,2 -20,5608,0,0.02,4251097217,6010,Yes,High School or below,Female,Yes,Married,74,\N,2,5,23,Non-technology Related Job,392,OK,115,42,No,No,0.58,3395,679,1,2015,1 -20,5608,0,0.02,4251097217,6010,Yes,High School or below,Female,Yes,Married,74,\N,2,5,23,Non-technology Related Job,392,OK,115,42,No,No,0.58,5151,858,1,2015,2 -22,60565,0.04,0.02,4251046549,6011,Yes,High School or below,Female,Yes,Single,45,\N,0,7,93,Non-technology Related Job,68,NH,215,77,No,No,0.11,7824,869,0,2015,1 -22,60565,0.04,0.02,4251046549,6011,Yes,High School or below,Female,Yes,Single,45,\N,0,7,93,Non-technology Related Job,68,NH,215,77,No,No,0.11,3730,746,0,2015,2 -77,2651,0.03,0.03,4251012164,6012,Yes,High School or below,Male,Yes,Single,86,\N,2,1,84,Technology Related Job,432,OR,120,207,No,No,0.4,4218,703,1,2015,1 -77,2651,0.03,0.03,4251012164,6012,Yes,High School or below,Male,Yes,Single,86,\N,2,1,84,Technology Related Job,432,OR,120,207,No,No,0.4,3132,626,1,2015,2 -40,113552,0.02,0.03,4251018768,6013,Yes,High School or below,Female,Yes,Single,23,\N,3,7,2,Technology Related Job,104,RI,317,222,No,No,0.85,3637,606,1,2015,1 -40,113552,0.02,0.03,4251018768,6013,Yes,High School or below,Female,Yes,Single,23,\N,3,7,2,Technology Related Job,104,RI,317,222,No,No,0.85,1597,532,1,2015,2 -42,168509,0.05,0.03,4251078991,6014,Yes,High School or below,Male,Yes,Married,114,\N,1,1,72,Non-technology Related Job,281,NM,417,6,No,No,0.38,5310,885,0,2015,1 -42,168509,0.05,0.03,4251078991,6014,Yes,High School or below,Male,Yes,Married,114,\N,1,1,72,Non-technology Related Job,281,NM,417,6,No,No,0.38,1353,676,0,2015,2 -44,223467,0.01,0.02,4251014266,6015,Yes,Bachelor or equivalent,Male,No,Single,85,\N,2,3,41,Non-technology Related Job,457,MS,16,41,No,No,0.91,6228,778,0,2015,1 -44,223467,0.01,0.02,4251014266,6015,Yes,Bachelor or equivalent,Male,No,Single,85,\N,2,3,41,Non-technology Related Job,457,MS,16,41,No,No,0.91,897,299,0,2015,2 -46,28424,0.05,0.02,4251074482,6016,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,3,5,11,Non-technology Related Job,133,KS,115,76,No,No,0.44,4453,742,1,2015,1 -46,28424,0.05,0.02,4251074482,6016,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,3,5,11,Non-technology Related Job,133,KS,115,76,No,No,0.44,5098,1019,1,2015,2 -62,26453,0.07,0.03,4251065613,6017,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,2,3,51,Technology Related Job,493,NC,119,186,No,No,0.66,4347,869,0,2015,1 -62,26453,0.07,0.03,4251065613,6017,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,2,3,51,Technology Related Job,493,NC,119,186,No,No,0.66,4032,1008,0,2015,2 -64,81410,0.02,0.03,4251088580,6018,Yes,Master or equivalent,Female,Yes,Married,34,\N,3,5,20,Technology Related Job,169,MT,218,221,No,Yes,0.19,5905,738,0,2015,1 -64,81410,0.02,0.03,4251088580,6018,Yes,Master or equivalent,Female,Yes,Married,34,\N,3,5,20,Technology Related Job,169,MT,218,221,No,Yes,0.19,2231,743,0,2015,2 -66,136368,0.06,0.03,4251069019,6019,Yes,Master or equivalent,Female,Yes,Single,5,\N,0,7,90,Non-technology Related Job,346,ME,317,6,No,No,0.72,4206,701,0,2015,1 -66,136368,0.06,0.03,4251069019,6019,Yes,Master or equivalent,Female,Yes,Single,5,\N,0,7,90,Non-technology Related Job,346,ME,317,6,No,No,0.72,5759,822,0,2015,2 -69,191325,0.01,0.02,4251095265,6020,Yes,PhD or equivalent,Female,Yes,Married,96,\N,1,1,59,Non-technology Related Job,22,HI,417,41,No,No,0.25,2710,903,0,2015,1 -69,191325,0.01,0.02,4251095265,6020,Yes,PhD or equivalent,Female,Yes,Married,96,\N,1,1,59,Non-technology Related Job,22,HI,417,41,No,No,0.25,2975,595,0,2015,2 -17,189354,0.03,0,4251085453,6021,Yes,High School or below,Female,Yes,Single,103,\N,0,7,99,Technology Related Job,382,NV,420,151,No,No,0.46,5974,746,1,2015,1 -17,189354,0.03,0,4251085453,6021,Yes,High School or below,Female,Yes,Single,103,\N,0,7,99,Technology Related Job,382,NV,420,151,No,No,0.46,4382,876,1,2015,2 -17,189354,0.03,0,4251085453,6021,Yes,High School or below,Female,Yes,Single,103,\N,0,7,99,Technology Related Job,382,NV,420,151,No,No,0.46,396,396,1,2015,3 -19,244312,0.07,0.03,4251092084,6022,Yes,High School or below,Male,Yes,Married,74,\N,1,1,69,Technology Related Job,58,MA,19,186,No,No,0.99,6972,871,0,2015,1 -19,244312,0.07,0.03,4251092084,6022,Yes,High School or below,Male,Yes,Married,74,\N,1,1,69,Technology Related Job,58,MA,19,186,No,No,0.99,4152,692,0,2015,2 -21,49269,0.03,0.03,4251080353,6023,Yes,High School or below,Male,Yes,Single,45,\N,2,3,38,Technology Related Job,235,IL,118,221,No,No,0.52,3813,635,0,2015,1 -21,49269,0.03,0.03,4251080353,6023,Yes,High School or below,Male,Yes,Single,45,\N,2,3,38,Technology Related Job,235,IL,118,221,No,No,0.52,3813,762,0,2015,2 -23,104227,0.06,0.02,4251056123,6024,Yes,High School or below,Male,Yes,Married,16,\N,0,5,8,Non-technology Related Job,411,CO,218,6,No,No,0.05,1974,493,0,2015,1 -23,104227,0.06,0.02,4251056123,6024,Yes,High School or below,Male,Yes,Married,16,\N,0,5,8,Non-technology Related Job,411,CO,218,6,No,No,0.05,4417,736,0,2015,2 -39,102256,0,0,4251012466,6025,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,2,3,48,Technology Related Job,271,MN,221,116,No,No,0.26,4117,686,0,2015,1 -39,102256,0,0,4251012466,6025,Yes,Bachelor or equivalent,Male,Yes,Single,23,\N,2,3,48,Technology Related Job,271,MN,221,116,No,No,0.26,2014,1007,0,2015,2 -41,157213,0.04,0,4251008625,6026,Yes,Bachelor or equivalent,Male,No,Married,114,\N,3,5,17,Technology Related Job,447,IA,320,151,No,No,0.79,6063,866,0,2015,1 -41,157213,0.04,0,4251008625,6026,Yes,Bachelor or equivalent,Male,No,Married,114,\N,3,5,17,Technology Related Job,447,IA,320,151,No,No,0.79,3515,1171,0,2015,2 -43,212171,0,0.03,4251083308,6027,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,0,7,87,Technology Related Job,123,DE,420,186,No,No,0.32,4998,624,0,2015,1 -43,212171,0,0.03,4251083308,6027,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,0,7,87,Technology Related Job,123,DE,420,186,No,No,0.32,5384,598,0,2015,2 -45,17128,0.03,0.03,4251076607,6028,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,2,1,56,Non-technology Related Job,300,AL,19,221,No,No,0.85,2998,999,0,2015,1 -45,17128,0.03,0.03,4251076607,6028,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,2,1,56,Non-technology Related Job,300,AL,19,221,No,No,0.85,3437,687,0,2015,2 -61,15157,0.05,0,4251031196,6029,Yes,PhD or equivalent,Female,Yes,Single,63,\N,0,7,97,Technology Related Job,160,KY,22,81,No,No,0.07,6495,927,0,2015,1 -61,15157,0.05,0,4251031196,6029,Yes,PhD or equivalent,Female,Yes,Single,63,\N,0,7,97,Technology Related Job,160,KY,22,81,No,No,0.07,3624,724,0,2015,2 -63,70114,0.01,0,4251024363,6030,Yes,High School or below,Female,Yes,Married,34,\N,1,1,66,Technology Related Job,336,GA,122,116,No,No,0.6,4598,1149,0,2015,1 -63,70114,0.01,0,4251024363,6030,Yes,High School or below,Female,Yes,Married,34,\N,1,1,66,Technology Related Job,336,GA,122,116,No,No,0.6,4087,681,0,2015,2 -66,125072,0.04,0,4251008756,6031,Yes,High School or below,Male,Yes,Married,5,\N,3,3,35,Technology Related Job,12,AZ,221,151,No,No,0.13,3493,1164,1,2015,1 -66,125072,0.04,0,4251008756,6031,Yes,High School or below,Male,Yes,Married,5,\N,3,3,35,Technology Related Job,12,AZ,221,151,No,No,0.13,6066,758,1,2015,2 -68,180029,0,0.03,4251020066,6032,Yes,High School or below,Male,No,Single,96,\N,0,5,5,Technology Related Job,189,VT,320,186,No,No,0.66,2602,650,0,2015,1 -68,180029,0,0.03,4251020066,6032,Yes,High School or below,Male,No,Single,96,\N,0,5,5,Technology Related Job,189,VT,320,186,No,No,0.66,6368,796,0,2015,2 -68,180029,0,0.03,4251020066,6032,Yes,High School or below,Male,No,Single,96,\N,0,5,5,Technology Related Job,189,VT,320,186,No,No,0.66,403,403,0,2015,3 -30,40930,0.06,0,4251058695,6033,Yes,High School or below,Female,Yes,Single,34,\N,1,3,23,Non-technology Related Job,361,WA,17,201,No,No,0.11,3509,701,1,2015,1 -30,40930,0.06,0,4251058695,6033,Yes,High School or below,Female,Yes,Single,34,\N,1,3,23,Non-technology Related Job,361,WA,17,201,No,No,0.11,2563,1281,1,2015,2 -18,233016,0.06,0,4251015092,6034,Yes,High School or below,Male,Yes,Single,74,\N,0,5,14,Technology Related Job,225,CA,423,81,Yes,No,0.4,2782,695,0,2015,1 -18,233016,0.06,0,4251015092,6034,Yes,High School or below,Male,Yes,Single,74,\N,0,5,14,Technology Related Job,225,CA,423,81,Yes,No,0.4,4839,806,0,2015,2 -20,37973,0.01,0,4251034086,6035,Yes,Bachelor or equivalent,Female,Yes,Married,45,\N,1,7,84,Technology Related Job,401,WA,22,116,No,No,0.93,3237,809,0,2015,1 -20,37973,0.01,0,4251034086,6035,Yes,Bachelor or equivalent,Female,Yes,Married,45,\N,1,7,84,Technology Related Job,401,WA,22,116,No,No,0.93,2583,516,0,2015,2 -22,92931,0.05,0,4251087059,6036,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,2,1,53,Technology Related Job,77,SC,122,151,No,No,0.46,3776,755,0,2015,1 -22,92931,0.05,0,4251087059,6036,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,2,1,53,Technology Related Job,77,SC,122,151,No,No,0.46,2909,969,0,2015,2 -22,92931,0.05,0,4251087059,6036,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,2,1,53,Technology Related Job,77,SC,122,151,No,No,0.46,219,219,0,2015,3 -52,203831,0.03,0,4251087062,6037,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,3,7,72,Non-technology Related Job,250,TN,319,166,No,No,0.92,4948,989,0,2015,1 -52,203831,0.03,0,4251087062,6037,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,3,7,72,Non-technology Related Job,250,TN,319,166,No,No,0.92,3378,482,0,2015,2 -55,8788,0.07,0,4251054056,6038,Yes,Bachelor or equivalent,Male,No,Married,44,\N,1,1,41,Non-technology Related Job,426,ND,418,201,No,No,0.45,5906,984,0,2015,1 -55,8788,0.07,0,4251054056,6038,Yes,Bachelor or equivalent,Male,No,Married,44,\N,1,1,41,Non-technology Related Job,426,ND,418,201,No,No,0.45,29,29,0,2015,2 -42,200874,0.06,0,4251091120,6039,Yes,Master or equivalent,Female,No,Married,85,\N,3,3,32,Technology Related Job,290,TN,324,81,No,No,0.73,4530,566,0,2015,1 -42,200874,0.06,0,4251091120,6039,Yes,Master or equivalent,Female,No,Married,85,\N,3,3,32,Technology Related Job,290,TN,324,81,No,No,0.73,3087,771,0,2015,2 -42,200874,0.06,0,4251091120,6039,Yes,Master or equivalent,Female,No,Married,85,\N,3,3,32,Technology Related Job,290,TN,324,81,No,No,0.73,1181,1181,0,2015,3 -44,5832,0.02,0,4251030293,6040,Yes,PhD or equivalent,Male,Yes,Single,56,\N,0,5,2,Technology Related Job,466,OH,423,116,No,Yes,0.26,3102,620,0,2015,1 -44,5832,0.02,0,4251030293,6040,Yes,PhD or equivalent,Male,Yes,Single,56,\N,0,5,2,Technology Related Job,466,OH,423,116,No,Yes,0.26,3812,762,0,2015,2 -75,116732,0,0,4251015327,6041,Yes,High School or below,Female,Yes,Single,114,\N,2,3,20,Non-technology Related Job,139,OR,120,131,No,No,0.72,1274,424,0,2015,1 -75,116732,0,0,4251015327,6041,Yes,High School or below,Female,Yes,Single,114,\N,2,3,20,Non-technology Related Job,139,OR,120,131,No,No,0.72,4336,1084,0,2015,2 -77,171690,0.04,0,4251016882,6042,Yes,High School or below,Female,Yes,Married,84,\N,3,5,89,Non-technology Related Job,315,NH,219,166,No,No,0.25,3802,633,1,2015,1 -77,171690,0.04,0,4251016882,6042,Yes,High School or below,Female,Yes,Married,84,\N,3,5,89,Non-technology Related Job,315,NH,219,166,No,No,0.25,3077,615,1,2015,2 -79,226647,0.07,0,4251093880,6043,Yes,High School or below,Male,Yes,Single,55,\N,0,7,59,Non-technology Related Job,491,MI,319,201,No,No,0.78,3656,731,0,2015,1 -79,226647,0.07,0,4251093880,6043,Yes,High School or below,Male,Yes,Single,55,\N,0,7,59,Non-technology Related Job,491,MI,319,201,No,No,0.78,2334,778,0,2015,2 -67,168733,0.07,0,4251066948,6044,Yes,High School or below,Female,Yes,Single,96,\N,3,1,50,Technology Related Job,355,NJ,224,81,No,No,0.07,2940,980,0,2015,1 -67,168733,0.07,0,4251066948,6044,Yes,High School or below,Female,Yes,Single,96,\N,3,1,50,Technology Related Job,355,NJ,224,81,No,No,0.07,4943,823,0,2015,2 -29,29634,0.05,0.01,4251038598,6045,Yes,High School or below,Male,No,Single,33,\N,0,7,69,Non-technology Related Job,28,NM,421,96,No,Yes,0.52,5656,707,0,2015,1 -29,29634,0.05,0.01,4251038598,6045,Yes,High School or below,Male,No,Single,33,\N,0,7,69,Non-technology Related Job,28,NM,421,96,No,Yes,0.52,3451,1150,0,2015,2 -31,84591,0.01,0,4251067013,6046,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,1,1,38,Non-technology Related Job,204,MS,21,131,No,No,0.05,2215,553,0,2015,1 -31,84591,0.01,0,4251067013,6046,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,1,1,38,Non-technology Related Job,204,MS,21,131,No,No,0.05,5671,810,0,2015,2 -34,139548,0.04,0,4251030197,6047,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,2,3,7,Non-technology Related Job,380,KY,120,166,No,No,0.59,2737,912,0,2015,1 -34,139548,0.04,0,4251030197,6047,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,2,3,7,Non-technology Related Job,380,KY,120,166,No,No,0.59,6168,881,0,2015,2 -36,194506,0,0,4251068714,6048,Yes,Bachelor or equivalent,Female,Yes,Married,66,\N,0,5,77,Non-technology Related Job,56,FL,219,201,No,No,0.12,1939,969,0,2015,1 -36,194506,0,0,4251068714,6048,Yes,Bachelor or equivalent,Female,Yes,Married,66,\N,0,5,77,Non-technology Related Job,56,FL,219,201,No,No,0.12,1169,584,0,2015,2 -36,194506,0,0,4251068714,6048,Yes,Bachelor or equivalent,Female,Yes,Married,66,\N,0,5,77,Non-technology Related Job,56,FL,219,201,No,No,0.12,536,536,0,2015,3 -52,192535,0.02,0.01,4251019702,6049,Yes,Master or equivalent,Female,No,Single,73,\N,2,3,17,Non-technology Related Job,416,MT,223,61,No,No,0.33,779,779,0,2015,1 -52,192535,0.02,0.01,4251019702,6049,Yes,Master or equivalent,Female,No,Single,73,\N,2,3,17,Non-technology Related Job,416,MT,223,61,No,No,0.33,6286,698,0,2015,2 -54,247492,0.06,0.01,4251048257,6050,Yes,Master or equivalent,Female,Yes,Married,44,\N,3,5,86,Non-technology Related Job,93,ME,322,96,No,No,0.86,7824,869,0,2015,1 -54,247492,0.06,0.01,4251048257,6050,Yes,Master or equivalent,Female,Yes,Married,44,\N,3,5,86,Non-technology Related Job,93,ME,322,96,No,No,0.86,739,739,0,2015,2 -54,247492,0.06,0.01,4251048257,6050,Yes,Master or equivalent,Female,Yes,Married,44,\N,3,5,86,Non-technology Related Job,93,ME,322,96,No,No,0.86,851,851,0,2015,3 -56,52450,0.01,0,4251024630,6051,No,High School or below,Female,No,Single,15,\N,1,7,56,Non-technology Related Job,269,HI,421,131,No,No,0.39,7556,686,0,2015,2 -58,107407,0.05,0,4251042147,6052,Yes,High School or below,Male,Yes,Married,106,\N,2,1,25,Non-technology Related Job,445,AR,20,166,No,No,0.92,4787,1196,0,2015,1 -58,107407,0.05,0,4251042147,6052,Yes,High School or below,Male,Yes,Married,106,\N,2,1,25,Non-technology Related Job,445,AR,20,166,No,No,0.92,7013,701,0,2015,2 -74,105436,0.07,0.02,4251064002,6053,Yes,High School or below,Female,Yes,Single,113,\N,0,7,66,Technology Related Job,305,MA,24,26,No,No,0.13,4815,437,0,2015,1 -74,105436,0.07,0.02,4251064002,6053,Yes,High School or below,Female,Yes,Single,113,\N,0,7,66,Technology Related Job,305,MA,24,26,No,No,0.13,6362,795,0,2015,2 -74,105436,0.07,0.02,4251064002,6053,Yes,High School or below,Female,Yes,Single,113,\N,0,7,66,Technology Related Job,305,MA,24,26,No,No,0.13,473,473,0,2015,3 -76,160394,0.02,0.01,4251046329,6054,Yes,High School or below,Male,Yes,Married,84,\N,1,1,35,Non-technology Related Job,482,IL,123,61,No,No,0.66,1640,410,0,2015,1 -76,160394,0.02,0.01,4251046329,6054,Yes,High School or below,Male,Yes,Married,84,\N,1,1,35,Non-technology Related Job,482,IL,123,61,No,No,0.66,2359,589,0,2015,2 -78,215351,0.06,0.01,4251100261,6055,Yes,High School or below,Male,No,Single,55,\N,3,3,4,Non-technology Related Job,158,CO,222,96,No,No,0.19,3207,534,0,2015,1 -78,215351,0.06,0.01,4251100261,6055,Yes,High School or below,Male,No,Single,55,\N,3,3,4,Non-technology Related Job,158,CO,222,96,No,No,0.19,1838,612,0,2015,2 -78,215351,0.06,0.01,4251100261,6055,Yes,High School or below,Male,No,Single,55,\N,3,3,4,Non-technology Related Job,158,CO,222,96,No,No,0.19,1314,1314,0,2015,3 -12,20308,0.02,0,4251035303,6056,Yes,High School or below,Female,Yes,Married,26,\N,0,5,74,Non-technology Related Job,334,WI,322,131,No,Yes,0.72,6087,869,0,2015,1 -12,20308,0.02,0,4251035303,6056,Yes,High School or below,Female,Yes,Married,26,\N,0,5,74,Non-technology Related Job,334,WI,322,131,No,Yes,0.72,2171,723,0,2015,2 -12,20308,0.02,0,4251035303,6056,Yes,High School or below,Female,Yes,Married,26,\N,0,5,74,Non-technology Related Job,334,WI,322,131,No,Yes,0.72,1411,705,0,2015,3 -28,18337,0.04,0.02,4251039945,6057,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,2,3,14,Technology Related Job,194,KS,325,241,No,No,0.93,4080,680,1,2015,1 -28,18337,0.04,0.02,4251039945,6057,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,2,3,14,Technology Related Job,194,KS,325,241,No,No,0.93,3794,758,1,2015,2 -30,73295,0.07,0.01,4251025346,6058,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,0,5,83,Technology Related Job,370,DE,424,26,No,No,0.46,5853,731,0,2015,1 -30,73295,0.07,0.01,4251025346,6058,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,0,5,83,Technology Related Job,370,DE,424,26,No,No,0.46,5220,1044,0,2015,2 -30,73295,0.07,0.01,4251025346,6058,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,0,5,83,Technology Related Job,370,DE,424,26,No,No,0.46,96,96,0,2015,3 -33,128252,0.03,0.01,4251044880,6059,Yes,Master or equivalent,Female,Yes,Single,95,\N,1,7,53,Non-technology Related Job,47,AL,24,61,No,No,0,3060,765,0,2015,1 -33,128252,0.03,0.01,4251044880,6059,Yes,Master or equivalent,Female,Yes,Single,95,\N,1,7,53,Non-technology Related Job,47,AL,24,61,No,No,0,932,310,0,2015,2 -35,183210,0.07,0.01,4251035539,6060,Yes,Master or equivalent,Male,Yes,Married,66,\N,2,1,22,Non-technology Related Job,223,TX,123,96,No,No,0.53,3774,754,0,2015,1 -35,183210,0.07,0.01,4251035539,6060,Yes,Master or equivalent,Male,Yes,Married,66,\N,2,1,22,Non-technology Related Job,223,TX,123,96,No,No,0.53,2429,809,0,2015,2 -35,183210,0.07,0.01,4251035539,6060,Yes,Master or equivalent,Male,Yes,Married,66,\N,2,1,22,Non-technology Related Job,223,TX,123,96,No,No,0.53,237,237,0,2015,3 -51,181239,0.01,0.02,4251098500,6061,Yes,High School or below,Female,Yes,Single,73,\N,1,7,63,Technology Related Job,83,GA,126,206,No,No,0.74,5859,837,0,2015,1 -51,181239,0.01,0.02,4251098500,6061,Yes,High School or below,Female,Yes,Single,73,\N,1,7,63,Technology Related Job,83,GA,126,206,No,No,0.74,3648,912,0,2015,2 -51,181239,0.01,0.02,4251098500,6061,Yes,High School or below,Female,Yes,Single,73,\N,1,7,63,Technology Related Job,83,GA,126,206,No,No,0.74,449,449,0,2015,3 -53,236196,0.04,0.02,4251031486,6062,Yes,High School or below,Male,No,Married,44,\N,2,1,32,Technology Related Job,259,AZ,226,241,No,No,0.27,2432,810,1,2015,1 -53,236196,0.04,0.02,4251031486,6062,Yes,High School or below,Male,No,Married,44,\N,2,1,32,Technology Related Job,259,AZ,226,241,No,No,0.27,3622,724,1,2015,2 -55,41154,0,0.01,4251096189,6063,Yes,High School or below,Male,Yes,Single,15,\N,3,3,1,Technology Related Job,436,VT,325,26,No,No,0.8,5428,904,0,2015,1 -55,41154,0,0.01,4251096189,6063,Yes,High School or below,Male,Yes,Single,15,\N,3,3,1,Technology Related Job,436,VT,325,26,No,No,0.8,3386,677,0,2015,2 -55,41154,0,0.01,4251096189,6063,Yes,High School or below,Male,Yes,Single,15,\N,3,3,1,Technology Related Job,436,VT,325,26,No,No,0.8,1298,1298,0,2015,3 -57,96111,0.03,0.01,4251077676,6064,Yes,High School or below,Female,Yes,Single,106,\N,0,5,71,Non-technology Related Job,112,PA,424,61,Yes,No,0.33,4034,806,0,2015,1 -57,96111,0.03,0.01,4251077676,6064,Yes,High School or below,Female,Yes,Single,106,\N,0,5,71,Non-technology Related Job,112,PA,424,61,Yes,No,0.33,2547,509,0,2015,2 -20,207011,0.02,0.01,4251029427,6065,Yes,High School or below,Male,Yes,Married,44,\N,2,3,89,Non-technology Related Job,284,SC,121,76,No,No,0.79,2225,445,1,2015,1 -20,207011,0.02,0.01,4251029427,6065,Yes,High School or below,Male,Yes,Married,44,\N,2,3,89,Non-technology Related Job,284,SC,121,76,No,No,0.79,4433,886,1,2015,2 -20,207011,0.02,0.01,4251029427,6065,Yes,High School or below,Male,Yes,Married,44,\N,2,3,89,Non-technology Related Job,284,SC,121,76,No,No,0.79,1144,1144,1,2015,3 -75,149097,0.01,0.02,4251062556,6066,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,0,5,80,Technology Related Job,148,WV,27,206,No,No,0.07,3350,837,0,2015,1 -75,149097,0.01,0.02,4251062556,6066,Yes,Bachelor or equivalent,Female,Yes,Married,84,\N,0,5,80,Technology Related Job,148,WV,27,206,No,No,0.07,4541,756,0,2015,2 -77,204055,0.05,0.02,4251091643,6067,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,1,7,50,Technology Related Job,324,SC,126,241,No,Yes,0.6,3192,638,0,2015,1 -77,204055,0.05,0.02,4251091643,6067,Yes,Bachelor or equivalent,Female,Yes,Married,55,\N,1,7,50,Technology Related Job,324,SC,126,241,No,Yes,0.6,6806,972,0,2015,2 -12,9012,0,0.01,4251070512,6068,Yes,Bachelor or equivalent,Female,No,Single,26,\N,3,1,19,Non-technology Related Job,1,NC,226,26,No,No,0.13,2711,903,0,2015,1 -12,9012,0,0.01,4251070512,6068,Yes,Bachelor or equivalent,Female,No,Single,26,\N,3,1,19,Non-technology Related Job,1,NC,226,26,No,No,0.13,1855,463,0,2015,2 -42,119913,0.07,0.02,4251043109,6069,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,0,7,38,Non-technology Related Job,173,OH,423,41,No,No,0.59,5482,913,0,2015,1 -42,119913,0.07,0.02,4251043109,6069,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,0,7,38,Non-technology Related Job,173,OH,423,41,No,No,0.59,1996,998,0,2015,2 -42,119913,0.07,0.02,4251043109,6069,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,0,7,38,Non-technology Related Job,173,OH,423,41,No,No,0.59,2691,897,0,2015,3 -44,174870,0.02,0.01,4251097058,6070,Yes,Master or equivalent,Female,Yes,Married,54,\N,1,1,7,Non-technology Related Job,349,NE,22,76,No,No,0.12,2147,715,0,2015,1 -44,174870,0.02,0.01,4251097058,6070,Yes,Master or equivalent,Female,Yes,Married,54,\N,1,1,7,Non-technology Related Job,349,NE,22,76,No,No,0.12,2237,559,0,2015,2 -32,116956,0.02,0.02,4251091622,6071,Yes,High School or below,Male,Yes,Married,95,\N,0,3,98,Technology Related Job,213,OH,428,206,No,No,0.41,3374,1124,0,2015,1 -32,116956,0.02,0.02,4251091622,6071,Yes,High School or below,Male,Yes,Married,95,\N,0,3,98,Technology Related Job,213,OH,428,206,No,No,0.41,2357,471,0,2015,2 -62,227857,0,0.03,4251056351,6072,Yes,High School or below,Female,No,Single,33,\N,1,1,17,Non-technology Related Job,386,OR,125,221,No,Yes,0.86,3444,688,0,2015,1 -62,227857,0,0.03,4251056351,6072,Yes,High School or below,Female,No,Single,33,\N,1,1,17,Non-technology Related Job,386,OR,125,221,No,Yes,0.86,5106,851,0,2015,2 -64,32814,0.03,0.02,4251092256,6073,Yes,High School or below,Female,Yes,Single,4,\N,2,3,86,Non-technology Related Job,62,NH,224,6,No,No,0.39,5144,857,0,2015,1 -64,32814,0.03,0.02,4251092256,6073,Yes,High School or below,Female,Yes,Single,4,\N,2,3,86,Non-technology Related Job,62,NH,224,6,No,No,0.39,3761,626,0,2015,2 -66,87771,0.07,0.02,4251034301,6074,Yes,High School or below,Male,No,Married,94,\N,3,5,56,Non-technology Related Job,238,MI,323,41,No,No,0.92,5502,687,0,2015,1 -66,87771,0.07,0.02,4251034301,6074,Yes,High School or below,Male,No,Married,94,\N,3,5,56,Non-technology Related Job,238,MI,323,41,No,No,0.92,2709,677,0,2015,2 -66,87771,0.07,0.02,4251034301,6074,Yes,High School or below,Male,No,Married,94,\N,3,5,56,Non-technology Related Job,238,MI,323,41,No,No,0.92,956,956,0,2015,3 -69,142729,0.03,0.01,4251049600,6075,Yes,High School or below,Male,Yes,Single,65,\N,1,7,25,Others,414,IA,423,76,No,No,0.45,3126,521,0,2015,1 -69,142729,0.03,0.01,4251049600,6075,Yes,High School or below,Male,Yes,Single,65,\N,1,7,25,Others,414,IA,423,76,No,No,0.45,7345,1224,0,2015,2 -17,140758,0.05,0.03,4251095053,6076,Yes,High School or below,Male,Yes,Married,73,\N,3,5,65,Non-technology Related Job,275,NM,426,186,No,No,0.67,2843,568,0,2015,1 -17,140758,0.05,0.03,4251095053,6076,Yes,High School or below,Male,Yes,Married,73,\N,3,5,65,Non-technology Related Job,275,NM,426,186,No,No,0.67,6504,813,0,2015,2 -19,195715,0,0.03,4251044212,6077,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,0,7,35,Non-technology Related Job,451,MS,25,221,No,No,0.2,5633,804,0,2015,1 -19,195715,0,0.03,4251044212,6077,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,0,7,35,Non-technology Related Job,451,MS,25,221,No,No,0.2,7269,908,0,2015,2 -19,195715,0,0.03,4251044212,6077,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,0,7,35,Non-technology Related Job,451,MS,25,221,No,No,0.2,1159,1159,0,2015,3 -21,673,0.04,0.02,4251067392,6078,Yes,Bachelor or equivalent,Female,No,Married,14,\N,1,1,4,Non-technology Related Job,127,KY,125,6,No,No,0.73,2956,591,0,2015,1 -21,673,0.04,0.02,4251067392,6078,Yes,Bachelor or equivalent,Female,No,Married,14,\N,1,1,4,Non-technology Related Job,127,KY,125,6,No,No,0.73,11548,962,0,2015,2 -23,55630,0,0.02,4251088000,6079,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,3,3,73,Non-technology Related Job,303,FL,224,41,No,No,0.26,2614,653,0,2015,1 -23,55630,0,0.02,4251088000,6079,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,3,3,73,Non-technology Related Job,303,FL,224,41,No,No,0.26,924,924,0,2015,2 -25,110588,0.03,0.01,4251095907,6080,Yes,Bachelor or equivalent,Female,No,Married,76,\N,0,5,43,Others,480,AK,323,76,No,No,0.79,4126,1031,0,2015,1 -25,110588,0.03,0.01,4251095907,6080,Yes,Bachelor or equivalent,Female,No,Married,76,\N,0,5,43,Others,480,AK,323,76,No,No,0.79,5198,1039,0,2015,2 -41,108617,0.05,0.03,4251044372,6081,Yes,Master or equivalent,Female,Yes,Single,83,\N,2,3,83,Non-technology Related Job,340,ME,326,186,No,No,0,7197,553,0,2015,1 -41,108617,0.05,0.03,4251044372,6081,Yes,Master or equivalent,Female,Yes,Single,83,\N,2,3,83,Non-technology Related Job,340,ME,326,186,No,No,0,1859,619,0,2015,2 -41,108617,0.05,0.03,4251044372,6081,Yes,Master or equivalent,Female,Yes,Single,83,\N,2,3,83,Non-technology Related Job,340,ME,326,186,No,No,0,66,66,0,2015,3 -43,163574,0.01,0.03,4251036093,6082,Yes,High School or below,Female,Yes,Married,54,\N,0,5,53,Non-technology Related Job,16,HI,426,221,Yes,No,0.53,3144,786,0,2015,1 -43,163574,0.01,0.03,4251036093,6082,Yes,High School or below,Female,Yes,Married,54,\N,0,5,53,Non-technology Related Job,16,HI,426,221,Yes,No,0.53,2016,672,0,2015,2 -45,218531,0.04,0.02,4251042518,6083,Yes,High School or below,Male,Yes,Single,25,\N,1,7,22,Non-technology Related Job,192,AR,25,6,No,Yes,0.06,3034,1011,0,2015,1 -45,218531,0.04,0.02,4251042518,6083,Yes,High School or below,Male,Yes,Single,25,\N,1,7,22,Non-technology Related Job,192,AR,25,6,No,Yes,0.06,6132,766,0,2015,2 -48,23489,0,0.02,4251040027,6084,Yes,High School or below,Male,No,Married,116,\N,2,1,91,Non-technology Related Job,368,WA,124,41,No,No,0.59,3465,577,0,2015,1 -48,23489,0,0.02,4251040027,6084,Yes,High School or below,Male,No,Married,116,\N,2,1,91,Non-technology Related Job,368,WA,124,41,No,No,0.59,2981,745,0,2015,2 -63,21518,0.02,0.03,4251018409,6085,Yes,High School or below,Male,No,Single,3,\N,1,7,32,Non-technology Related Job,229,IN,128,151,No,No,0.8,2419,403,0,2015,1 -63,21518,0.02,0.03,4251018409,6085,Yes,High School or below,Male,No,Single,3,\N,1,7,32,Non-technology Related Job,229,IN,128,151,No,No,0.8,4986,623,0,2015,2 -66,76475,0.06,0.03,4251015132,6086,Yes,High School or below,Male,Yes,Married,94,\N,2,1,1,Non-technology Related Job,405,CO,227,186,No,No,0.33,264,264,0,2015,1 -66,76475,0.06,0.03,4251015132,6086,Yes,High School or below,Male,Yes,Married,94,\N,2,1,1,Non-technology Related Job,405,CO,227,186,No,No,0.33,951,317,0,2015,2 -68,131433,0.01,0.03,4251093650,6087,Yes,High School or below,Female,Yes,Single,65,\N,3,3,70,Non-technology Related Job,81,WI,326,221,No,No,0.86,2600,866,0,2015,1 -68,131433,0.01,0.03,4251093650,6087,Yes,High School or below,Female,Yes,Single,65,\N,3,3,70,Non-technology Related Job,81,WI,326,221,No,No,0.86,1885,628,0,2015,2 -16,129462,0.03,0,4251093167,6088,Yes,Bachelor or equivalent,Male,Yes,Married,73,\N,2,0,11,Technology Related Job,441,KS,330,81,No,No,0.08,3194,798,0,2015,1 -16,129462,0.03,0,4251093167,6088,Yes,Bachelor or equivalent,Male,Yes,Married,73,\N,2,0,11,Technology Related Job,441,KS,330,81,No,No,0.08,54,54,0,2015,2 -18,184419,0.07,0,4251042279,6089,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,3,80,Non-technology Related Job,117,DE,429,116,No,No,0.61,3576,715,0,2015,1 -18,184419,0.07,0,4251042279,6089,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,3,3,80,Non-technology Related Job,117,DE,429,116,No,No,0.61,7511,751,0,2015,2 -20,239377,0.03,0.03,4251090774,6090,Yes,Master or equivalent,Female,Yes,Married,14,\N,0,5,50,Non-technology Related Job,294,AL,28,151,No,No,0.14,7083,787,0,2015,1 -20,239377,0.03,0.03,4251090774,6090,Yes,Master or equivalent,Female,Yes,Married,14,\N,0,5,50,Non-technology Related Job,294,AL,28,151,No,No,0.14,2298,766,0,2015,2 -22,44334,0.06,0.03,4251048020,6091,Yes,Master or equivalent,Male,No,Single,105,\N,1,7,19,Non-technology Related Job,470,UT,128,186,No,No,0.67,2178,726,0,2015,1 -22,44334,0.06,0.03,4251048020,6091,Yes,Master or equivalent,Male,No,Single,105,\N,1,7,19,Non-technology Related Job,470,UT,128,186,No,No,0.67,2817,469,0,2015,2 -52,155234,0.04,0.03,4251027805,6092,Yes,Master or equivalent,Female,Yes,Single,43,\N,3,5,37,Others,142,VT,325,201,No,No,0.12,2221,740,0,2015,1 -52,155234,0.04,0.03,4251027805,6092,Yes,Master or equivalent,Female,Yes,Single,43,\N,3,5,37,Others,142,VT,325,201,No,No,0.12,7666,958,0,2015,2 -40,97320,0.04,0,4251093052,6093,Yes,High School or below,Male,Yes,Single,83,\N,1,7,29,Technology Related Job,6,AZ,230,81,No,No,0.41,2458,491,0,2015,1 -40,97320,0.04,0,4251093052,6093,Yes,High School or below,Male,Yes,Single,83,\N,1,7,29,Technology Related Job,6,AZ,230,81,No,No,0.41,3037,506,0,2015,2 -42,152278,0,0,4251015694,6094,Yes,High School or below,Male,Yes,Married,54,\N,2,1,98,Non-technology Related Job,183,VA,330,116,No,No,0.94,3100,775,0,2015,1 -42,152278,0,0,4251015694,6094,Yes,High School or below,Male,Yes,Married,54,\N,2,1,98,Non-technology Related Job,183,VA,330,116,No,No,0.94,2719,543,0,2015,2 -44,207235,0.03,0.03,4251082465,6095,Yes,High School or below,Male,Yes,Single,25,\N,0,3,67,Non-technology Related Job,359,PA,429,151,No,No,0.47,1899,474,0,2015,1 -44,207235,0.03,0.03,4251082465,6095,Yes,High School or below,Male,Yes,Single,25,\N,0,3,67,Non-technology Related Job,359,PA,429,151,No,No,0.47,2610,372,0,2015,2 -75,68136,0.01,0,4251019226,6096,Yes,High School or below,Female,Yes,Single,83,\N,1,1,86,Others,31,SC,126,166,No,No,0.93,3483,696,0,2015,1 -75,68136,0.01,0,4251019226,6096,Yes,High School or below,Female,Yes,Single,83,\N,1,1,86,Others,31,SC,126,166,No,No,0.93,3824,956,0,2015,2 -77,123093,0.05,0.03,4251018972,6097,Yes,High School or below,Male,No,Married,54,\N,2,3,55,Others,207,NC,225,201,No,No,0.46,2593,518,0,2015,1 -77,123093,0.05,0.03,4251018972,6097,Yes,High School or below,Male,No,Married,54,\N,2,3,55,Others,207,NC,225,201,No,No,0.46,4053,675,0,2015,2 -65,65179,0.04,0,4251086560,6098,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,1,5,47,Technology Related Job,71,SC,131,81,No,No,0.74,6742,674,0,2015,1 -65,65179,0.04,0,4251086560,6098,Yes,Bachelor or equivalent,Female,Yes,Married,94,\N,1,5,47,Technology Related Job,71,SC,131,81,No,No,0.74,5294,661,0,2015,2 -67,120137,0,0,4251087852,6099,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,2,7,16,Non-technology Related Job,248,NC,230,116,No,No,0.27,1667,555,0,2015,1 -67,120137,0,0,4251087852,6099,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,2,7,16,Non-technology Related Job,248,NC,230,116,No,No,0.27,5722,715,0,2015,2 -29,231037,0.06,0,4251081399,6100,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,3,5,34,Non-technology Related Job,420,OH,427,131,Yes,No,0.73,1015,338,0,2015,1 -29,231037,0.06,0,4251081399,6100,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,3,5,34,Non-technology Related Job,420,OH,427,131,Yes,No,0.73,4045,1011,0,2015,2 -31,35994,0.02,0,4251027800,6101,Yes,Master or equivalent,Female,Yes,Married,94,\N,0,7,4,Others,96,NE,27,166,No,No,0.26,4246,530,0,2015,1 -31,35994,0.02,0,4251027800,6101,Yes,Master or equivalent,Female,Yes,Married,94,\N,0,7,4,Others,96,NE,27,166,No,No,0.26,4161,832,0,2015,2 -34,90952,0.05,0.03,4251095443,6102,Yes,Master or equivalent,Female,Yes,Single,64,\N,1,1,73,Others,273,MD,126,201,No,No,0.79,950,237,0,2015,1 -34,90952,0.05,0.03,4251095443,6102,Yes,Master or equivalent,Female,Yes,Single,64,\N,1,1,73,Others,273,MD,126,201,No,No,0.79,1355,338,0,2015,2 -21,33038,0.05,0,4251079512,6103,Yes,High School or below,Male,Yes,Married,105,\N,0,3,64,Technology Related Job,137,NV,32,81,No,No,0.08,3397,849,0,2015,1 -21,33038,0.05,0,4251079512,6103,Yes,High School or below,Male,Yes,Married,105,\N,0,3,64,Technology Related Job,137,NV,32,81,No,No,0.08,2884,480,0,2015,2 -23,87995,0.01,0,4251016270,6104,Yes,High School or below,Female,Yes,Single,76,\N,1,5,34,Non-technology Related Job,313,MD,131,116,No,No,0.61,2160,720,0,2015,1 -23,87995,0.01,0,4251016270,6104,Yes,High School or below,Female,Yes,Single,76,\N,1,5,34,Non-technology Related Job,313,MD,131,116,No,No,0.61,2666,888,0,2015,2 -54,198896,0.07,0,4251045540,6105,Yes,High School or below,Male,Yes,Single,14,\N,2,3,52,Non-technology Related Job,485,MI,328,131,No,No,0.06,2783,695,0,2015,1 -54,198896,0.07,0,4251045540,6105,Yes,High School or below,Male,Yes,Single,14,\N,2,3,52,Non-technology Related Job,485,MI,328,131,No,No,0.06,2934,733,0,2015,2 -56,3853,0.02,0,4251098152,6106,Yes,High School or below,Male,Yes,Married,104,\N,0,5,22,Others,161,IA,427,166,No,No,0.6,2382,794,0,2015,1 -56,3853,0.02,0,4251098152,6106,Yes,High School or below,Male,Yes,Married,104,\N,0,5,22,Others,161,IA,427,166,No,No,0.6,7228,803,0,2015,2 -56,3853,0.02,0,4251098152,6106,Yes,High School or below,Male,Yes,Married,104,\N,0,5,22,Others,161,IA,427,166,No,No,0.6,436,436,0,2015,3 -58,58811,0.06,0.03,4251026541,6107,Yes,High School or below,Female,Yes,Single,75,\N,1,7,91,Others,338,CT,26,201,No,No,0.13,3641,728,0,2015,1 -58,58811,0.06,0.03,4251026541,6107,Yes,High School or below,Female,Yes,Single,75,\N,1,7,91,Others,338,CT,26,201,No,No,0.13,2477,619,0,2015,2 -46,897,0.05,0,4251012162,6108,No,Bachelor or equivalent,Female,No,Single,116,\N,3,1,82,Non-technology Related Job,202,IA,432,81,No,Yes,0.41,2394,399,1,2015,1 -46,897,0.05,0,4251012162,6108,No,Bachelor or equivalent,Female,No,Single,116,\N,3,1,82,Non-technology Related Job,202,IA,432,81,No,Yes,0.41,1966,983,1,2015,2 -76,111797,0.04,0,4251053538,6109,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,1,7,1,Non-technology Related Job,374,KY,129,96,No,No,0.87,4910,545,0,2015,1 -76,111797,0.04,0,4251053538,6109,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,1,7,1,Non-technology Related Job,374,KY,129,96,No,No,0.87,2724,544,0,2015,2 -78,166755,0.07,0,4251009331,6110,Yes,Bachelor or equivalent,Female,Yes,Married,24,\N,2,1,70,Non-technology Related Job,50,FL,228,131,No,Yes,0.4,2138,712,0,2015,1 -78,166755,0.07,0,4251009331,6110,Yes,Bachelor or equivalent,Female,Yes,Married,24,\N,2,1,70,Non-technology Related Job,50,FL,228,131,No,Yes,0.4,4861,810,0,2015,2 -12,221712,0.03,0,4251081588,6111,Yes,Bachelor or equivalent,Female,Yes,Single,115,\N,3,3,39,Others,227,AK,328,166,No,No,0.93,1643,547,0,2015,1 -12,221712,0.03,0,4251081588,6111,Yes,Bachelor or equivalent,Female,Yes,Single,115,\N,3,3,39,Others,227,AK,328,166,No,No,0.93,5705,950,0,2015,2 -15,26669,0.06,0.03,4251080876,6112,Yes,Master or equivalent,Male,Yes,Married,86,\N,0,5,9,Others,403,VT,427,201,No,No,0.46,4665,777,0,2015,1 -15,26669,0.06,0.03,4251080876,6112,Yes,Master or equivalent,Male,Yes,Married,86,\N,0,5,9,Others,403,VT,427,201,No,No,0.46,2727,681,0,2015,2 -30,24698,0.01,0.01,4251093979,6113,Yes,High School or below,Female,Yes,Single,93,\N,3,3,49,Non-technology Related Job,263,ID,430,61,No,No,0.67,6244,624,0,2015,1 -30,24698,0.01,0.01,4251093979,6113,Yes,High School or below,Female,Yes,Single,93,\N,3,3,49,Non-technology Related Job,263,ID,430,61,No,No,0.67,2334,583,0,2015,2 -33,79656,0.04,0,4251080635,6114,Yes,High School or below,Male,No,Married,64,\N,0,5,19,Non-technology Related Job,439,AR,30,96,No,No,0.2,1908,954,0,2015,1 -33,79656,0.04,0,4251080635,6114,Yes,High School or below,Male,No,Married,64,\N,0,5,19,Non-technology Related Job,439,AR,30,96,No,No,0.2,3503,500,0,2015,2 -35,134613,0,0,4251025454,6115,Yes,High School or below,Male,Yes,Single,35,\N,1,7,88,Others,115,WA,129,131,No,No,0.73,5688,812,0,2015,1 -35,134613,0,0,4251025454,6115,Yes,High School or below,Male,Yes,Single,35,\N,1,7,88,Others,115,WA,129,131,No,No,0.73,2429,607,0,2015,2 -37,189571,0.03,0,4251091385,6116,Yes,High School or below,Female,Yes,Married,6,\N,3,1,57,Others,292,RI,228,166,No,No,0.26,5870,838,0,2015,1 -37,189571,0.03,0,4251091385,6116,Yes,High School or below,Female,Yes,Married,6,\N,3,1,57,Others,292,RI,228,166,No,No,0.26,4139,689,0,2015,2 -53,187600,0.05,0.01,4251064729,6117,Yes,High School or below,Male,Yes,Single,13,\N,1,7,98,Non-technology Related Job,152,CO,232,26,No,No,0.47,8266,688,0,2015,1 -53,187600,0.05,0.01,4251064729,6117,Yes,High School or below,Male,Yes,Single,13,\N,1,7,98,Non-technology Related Job,152,CO,232,26,No,No,0.47,3752,536,0,2015,2 -55,242557,0.01,0.01,4251085514,6118,Yes,High School or below,Female,Yes,Married,104,\N,2,1,67,Non-technology Related Job,328,WI,331,61,No,No,0.01,3944,788,0,2015,1 -55,242557,0.01,0.01,4251085514,6118,Yes,High School or below,Female,Yes,Married,104,\N,2,1,67,Non-technology Related Job,328,WI,331,61,No,No,0.01,2582,645,0,2015,2 -57,47515,0.05,0,4251051405,6119,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,0,3,37,Non-technology Related Job,4,TN,430,96,No,No,0.54,282,94,0,2015,1 -57,47515,0.05,0,4251051405,6119,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,0,3,37,Non-technology Related Job,4,TN,430,96,No,No,0.54,916,305,0,2015,2 -59,102472,0,0,4251037702,6120,Yes,Bachelor or equivalent,Male,No,Married,46,\N,1,5,6,Others,180,ND,30,131,No,No,0.07,4749,791,0,2015,1 -59,102472,0,0,4251037702,6120,Yes,Bachelor or equivalent,Male,No,Married,46,\N,1,5,6,Others,180,ND,30,131,No,No,0.07,1024,341,0,2015,2 -75,100501,0.02,0.02,4251087057,6121,Yes,Master or equivalent,Female,No,Single,53,\N,3,3,46,Non-technology Related Job,41,AL,33,241,No,No,0.28,3083,616,0,2015,1 -75,100501,0.02,0.02,4251087057,6121,Yes,Master or equivalent,Female,No,Single,53,\N,3,3,46,Non-technology Related Job,41,AL,33,241,No,No,0.28,3680,1226,0,2015,2 -75,100501,0.02,0.02,4251087057,6121,Yes,Master or equivalent,Female,No,Single,53,\N,3,3,46,Non-technology Related Job,41,AL,33,241,No,No,0.28,1414,1414,0,2015,3 -77,155458,0.06,0.01,4251074450,6122,Yes,Master or equivalent,Male,Yes,Married,24,\N,1,5,16,Non-technology Related Job,217,UT,132,26,No,No,0.81,3000,750,0,2015,1 -77,155458,0.06,0.01,4251074450,6122,Yes,Master or equivalent,Male,Yes,Married,24,\N,1,5,16,Non-technology Related Job,217,UT,132,26,No,No,0.81,7024,780,0,2015,2 -12,210416,0.02,0.01,4251098570,6123,Yes,PhD or equivalent,Male,Yes,Single,115,\N,2,7,85,Non-technology Related Job,393,OK,232,61,No,No,0.34,5035,839,0,2015,1 -12,210416,0.02,0.01,4251098570,6123,Yes,PhD or equivalent,Male,Yes,Single,115,\N,2,7,85,Non-technology Related Job,393,OK,232,61,No,No,0.34,5525,1105,0,2015,2 -42,71316,0,0.01,4251089221,6124,Yes,High School or below,Female,Yes,Single,53,\N,3,5,4,Others,66,PA,429,76,No,No,0.8,4733,676,0,2015,1 -42,71316,0,0.01,4251089221,6124,Yes,High School or below,Female,Yes,Single,53,\N,3,5,4,Others,66,PA,429,76,No,No,0.8,7231,1033,0,2015,2 -30,13402,0.07,0.02,4251024366,6125,Yes,High School or below,Male,No,Single,93,\N,2,7,95,Non-technology Related Job,430,VA,334,206,No,No,0.08,508,254,0,2015,1 -30,13402,0.07,0.02,4251024366,6125,Yes,High School or below,Male,No,Single,93,\N,2,7,95,Non-technology Related Job,430,VA,334,206,No,No,0.08,1689,563,0,2015,2 -32,68360,0.03,0.01,4251078003,6126,Yes,High School or below,Male,Yes,Married,64,\N,3,1,64,Non-technology Related Job,106,PA,434,241,No,No,0.61,3855,963,1,2015,1 -32,68360,0.03,0.01,4251078003,6126,Yes,High School or below,Male,Yes,Married,64,\N,3,1,64,Non-technology Related Job,106,PA,434,241,No,No,0.61,2286,762,1,2015,2 -34,123317,0.06,0.01,4251045154,6127,Yes,High School or below,Female,No,Single,35,\N,0,3,34,Non-technology Related Job,282,NM,33,26,No,No,0.14,4922,984,0,2015,1 -34,123317,0.06,0.01,4251045154,6127,Yes,High School or below,Female,No,Single,35,\N,0,3,34,Non-technology Related Job,282,NM,33,26,No,No,0.14,1526,508,0,2015,2 -36,178275,0.02,0.01,4251080517,6128,No,High School or below,Female,Yes,Married,6,\N,1,5,3,Non-technology Related Job,458,MS,132,61,No,No,0.67,4842,605,0,2015,1 -36,178275,0.02,0.01,4251080517,6128,No,High School or below,Female,Yes,Married,6,\N,1,5,3,Non-technology Related Job,458,MS,132,61,No,No,0.67,2907,581,0,2015,2 -66,39175,0,0.01,4251087919,6129,Yes,Bachelor or equivalent,Male,Yes,Married,64,\N,2,3,21,Others,131,MO,329,76,No,No,0.13,4164,694,0,2015,1 -66,39175,0,0.01,4251087919,6129,Yes,Bachelor or equivalent,Male,Yes,Married,64,\N,2,3,21,Others,131,MO,329,76,No,No,0.13,2570,1285,0,2015,2 -54,231261,0,0.02,4251035002,6130,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,1,5,13,Non-technology Related Job,495,NC,235,206,No,No,0.42,4835,805,0,2015,1 -54,231261,0,0.02,4251035002,6130,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,1,5,13,Non-technology Related Job,495,NC,235,206,No,No,0.42,1651,275,0,2015,2 -56,36218,0.03,0.01,4251035410,6131,Yes,Bachelor or equivalent,Male,No,Single,75,\N,2,7,82,Non-technology Related Job,171,MT,334,240,Yes,No,0.95,1943,388,0,2015,1 -56,36218,0.03,0.01,4251035410,6131,Yes,Bachelor or equivalent,Male,No,Single,75,\N,2,7,82,Non-technology Related Job,171,MT,334,240,Yes,No,0.95,691,345,0,2015,2 -58,91176,0.07,0.01,4251076201,6132,Yes,Master or equivalent,Male,Yes,Married,46,\N,3,1,51,Non-technology Related Job,347,LA,434,25,No,Yes,0.48,1224,306,0,2015,1 -58,91176,0.07,0.01,4251076201,6132,Yes,Master or equivalent,Male,Yes,Married,46,\N,3,1,51,Non-technology Related Job,347,LA,434,25,No,Yes,0.48,3836,639,0,2015,2 -21,202076,0.05,0.01,4251076966,6133,Yes,Master or equivalent,Female,Yes,Married,104,\N,1,7,70,Others,20,MD,131,40,No,No,0.93,2221,444,0,2015,1 -21,202076,0.05,0.01,4251076966,6133,Yes,Master or equivalent,Female,Yes,Married,104,\N,1,7,70,Others,20,MD,131,40,No,No,0.93,4048,809,0,2015,2 -23,7034,0.01,0.01,4251073847,6134,Yes,PhD or equivalent,Male,Yes,Single,74,\N,2,1,39,Others,196,IL,230,75,No,No,0.46,3434,858,0,2015,1 -23,7034,0.01,0.01,4251073847,6134,Yes,PhD or equivalent,Male,Yes,Single,74,\N,2,1,39,Others,196,IL,230,75,No,No,0.46,1340,670,0,2015,2 -79,199120,0,0.02,4251056816,6135,Yes,High School or below,Female,Yes,Single,115,\N,0,3,31,Non-technology Related Job,60,MD,136,205,No,Yes,0.75,5680,811,0,2015,1 -79,199120,0,0.02,4251056816,6135,Yes,High School or below,Female,Yes,Single,115,\N,0,3,31,Non-technology Related Job,60,MD,136,205,No,Yes,0.75,2566,855,0,2015,2 -79,199120,0,0.02,4251056816,6135,Yes,High School or below,Female,Yes,Single,115,\N,0,3,31,Non-technology Related Job,60,MD,136,205,No,Yes,0.75,495,495,0,2015,3 -13,4077,0.04,0.01,4251083460,6136,Yes,High School or below,Female,Yes,Single,86,\N,2,5,0,Non-technology Related Job,236,IL,235,240,No,No,0.28,2972,743,0,2015,1 -13,4077,0.04,0.01,4251083460,6136,Yes,High School or below,Female,Yes,Single,86,\N,2,5,0,Non-technology Related Job,236,IL,235,240,No,No,0.28,2459,819,0,2015,2 -43,114978,0.02,0.02,4251027836,6137,Yes,High School or below,Male,No,Married,24,\N,3,3,18,Others,408,IA,432,5,No,Yes,0.74,4544,568,1,2015,1 -43,114978,0.02,0.02,4251027836,6137,Yes,High School or below,Male,No,Married,24,\N,3,3,18,Others,408,IA,432,5,No,Yes,0.74,5773,721,1,2015,2 -45,169935,0.06,0.01,4251068226,6138,Yes,High School or below,Male,Yes,Single,114,\N,0,5,88,Others,85,DE,31,40,No,No,0.27,5872,978,0,2015,1 -45,169935,0.06,0.01,4251068226,6138,Yes,High School or below,Male,Yes,Single,114,\N,0,5,88,Others,85,DE,31,40,No,No,0.27,2517,629,0,2015,2 -48,224892,0.01,0.01,4251057198,6139,Yes,High School or below,Female,Yes,Single,85,\N,1,7,57,Others,261,WY,130,75,No,No,0.8,2873,957,0,2015,1 -48,224892,0.01,0.01,4251057198,6139,Yes,High School or below,Female,Yes,Single,85,\N,1,7,57,Others,261,WY,130,75,No,No,0.8,6959,773,0,2015,2 -48,224892,0.01,0.01,4251057198,6139,Yes,High School or below,Female,Yes,Single,85,\N,1,7,57,Others,261,WY,130,75,No,No,0.8,440,440,0,2015,3 -35,166978,0.01,0.02,4251013291,6140,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,0,1,48,Non-technology Related Job,125,DE,36,205,No,No,0.08,4057,676,0,2015,1 -35,166978,0.01,0.02,4251013291,6140,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,0,1,48,Non-technology Related Job,125,DE,36,205,No,No,0.08,2430,486,0,2015,2 -66,27879,0.07,0.02,4251031454,6141,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,1,7,67,Others,297,GA,233,220,No,No,0.54,6411,915,0,2015,2 -68,82836,0.03,0.02,4251016902,6142,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,2,1,36,Others,473,AK,332,5,No,No,0.07,3788,947,0,2015,1 -68,82836,0.03,0.02,4251016902,6142,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,2,1,36,Others,473,AK,332,5,No,No,0.07,3650,1216,0,2015,2 -70,137794,0.06,0.01,4251028007,6143,Yes,Master or equivalent,Male,No,Single,5,\N,0,3,6,Others,150,VT,432,40,No,No,0.6,3236,809,0,2015,1 -70,137794,0.06,0.01,4251028007,6143,Yes,Master or equivalent,Male,No,Single,5,\N,0,3,6,Others,150,VT,432,40,No,No,0.6,337,337,0,2015,2 -70,137794,0.06,0.01,4251028007,6143,Yes,Master or equivalent,Male,No,Single,5,\N,0,3,6,Others,150,VT,432,40,No,No,0.6,1063,1063,0,2015,3 -72,192751,0.02,0.01,4251021433,6144,Yes,Master or equivalent,Male,Yes,Married,96,\N,1,5,75,Others,326,PA,31,75,No,No,0.13,564,188,0,2015,1 -72,192751,0.02,0.01,4251021433,6144,Yes,Master or equivalent,Male,Yes,Married,96,\N,1,5,75,Others,326,PA,31,75,No,No,0.13,1378,1378,0,2015,2 -20,190780,0.04,0.03,4251045693,6145,Yes,High School or below,Male,Yes,Single,103,\N,3,3,15,Non-technology Related Job,186,AR,34,185,No,No,0.34,6022,860,0,2015,1 -20,190780,0.04,0.03,4251045693,6145,Yes,High School or below,Male,Yes,Single,103,\N,3,3,15,Non-technology Related Job,186,AR,34,185,No,No,0.34,2654,884,0,2015,2 -22,245738,0.07,0.02,4251060179,6146,Yes,High School or below,Male,Yes,Married,74,\N,1,5,85,Others,362,WA,134,220,No,No,0.87,5454,779,1,2015,1 -22,245738,0.07,0.02,4251060179,6146,Yes,High School or below,Male,Yes,Married,74,\N,1,5,85,Others,362,WA,134,220,No,No,0.87,2095,698,1,2015,2 -24,50695,0.03,0.02,4251032669,6147,Yes,High School or below,Female,Yes,Single,45,\N,2,7,54,Others,39,SC,233,5,No,No,0.41,1501,500,0,2015,1 -24,50695,0.03,0.02,4251032669,6147,Yes,High School or below,Female,Yes,Single,45,\N,2,7,54,Others,39,SC,233,5,No,No,0.41,3634,1211,0,2015,2 -26,105652,0.07,0.01,4251059581,6148,No,High School or below,Female,Yes,Married,16,\N,3,1,23,Others,215,NY,332,40,No,Yes,0.94,3963,660,0,2015,1 -26,105652,0.07,0.01,4251059581,6148,No,High School or below,Female,Yes,Married,16,\N,3,1,23,Others,215,NY,332,40,No,Yes,0.94,757,378,0,2015,2 -29,160610,0.02,0.01,4251030986,6149,Yes,High School or below,Female,No,Single,107,\N,0,3,93,Others,391,MO,432,75,No,No,0.47,5945,743,0,2015,1 -29,160610,0.02,0.01,4251030986,6149,Yes,High School or below,Female,No,Single,107,\N,0,3,93,Others,391,MO,432,75,No,No,0.47,113,113,0,2015,2 -44,158639,0.04,0.03,4251072870,6150,Yes,Bachelor or equivalent,Female,No,Married,114,\N,3,1,33,Others,251,TN,435,185,No,No,0.68,407,135,0,2015,1 -44,158639,0.04,0.03,4251072870,6150,Yes,Bachelor or equivalent,Female,No,Married,114,\N,3,1,33,Others,251,TN,435,185,No,No,0.68,4512,902,0,2015,2 -47,213596,0,0.02,4251017511,6151,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,0,3,3,Others,427,ND,34,220,No,No,0.21,3570,892,0,2015,1 -47,213596,0,0.02,4251017511,6151,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,0,3,3,Others,427,ND,34,220,No,No,0.21,4677,668,0,2015,2 -49,18554,0.04,0.02,4251055789,6152,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,1,5,72,Others,104,NE,134,5,No,No,0.74,5203,867,0,2015,1 -49,18554,0.04,0.02,4251055789,6152,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,1,5,72,Others,104,NE,134,5,No,No,0.74,5208,868,0,2015,2 -51,73511,0.07,0.01,4251086715,6153,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,2,7,41,Others,280,MD,233,40,No,No,0.27,3161,790,0,2015,1 -51,73511,0.07,0.01,4251086715,6153,Yes,Bachelor or equivalent,Male,Yes,Single,27,\N,2,7,41,Others,280,MD,233,40,No,No,0.27,3385,564,0,2015,2 -67,71540,0.01,0.03,4251053275,6154,Yes,PhD or equivalent,Male,No,Married,34,\N,1,5,82,Non-technology Related Job,140,OK,236,150,No,No,0.48,2950,983,0,2015,1 -67,71540,0.01,0.03,4251053275,6154,Yes,PhD or equivalent,Male,No,Married,34,\N,1,5,82,Non-technology Related Job,140,OK,236,150,No,No,0.48,3653,913,0,2015,2 -69,126498,0.05,0.03,4251095560,6155,Yes,High School or below,Male,Yes,Single,5,\N,2,7,51,Others,316,NH,336,185,No,No,0.01,785,392,0,2015,1 -69,126498,0.05,0.03,4251095560,6155,Yes,High School or below,Male,Yes,Single,5,\N,2,7,51,Others,316,NH,336,185,No,No,0.01,2856,714,0,2015,2 -71,181455,0,0.02,4251047137,6156,Yes,High School or below,Female,No,Married,96,\N,3,1,20,Others,493,MI,435,220,No,No,0.54,3630,907,0,2015,1 -71,181455,0,0.02,4251047137,6156,Yes,High School or below,Female,No,Married,96,\N,3,1,20,Others,493,MI,435,220,No,No,0.54,2466,411,0,2015,2 -71,181455,0,0.02,4251047137,6156,Yes,High School or below,Female,No,Married,96,\N,3,1,20,Others,493,MI,435,220,No,No,0.54,921,921,0,2015,3 -73,236413,0.04,0.02,4251010451,6157,Yes,High School or below,Female,Yes,Single,67,\N,1,3,90,Others,169,IN,34,5,No,No,0.07,5612,1122,0,2015,1 -73,236413,0.04,0.02,4251010451,6157,Yes,High School or below,Female,Yes,Single,67,\N,1,3,90,Others,169,IN,34,5,No,No,0.07,3734,1244,0,2015,2 -21,234441,0.06,0.03,4251065350,6158,Yes,High School or below,Female,Yes,Married,74,\N,3,1,30,Non-technology Related Job,29,NM,38,115,Yes,No,0.28,4065,813,0,2015,1 -21,234441,0.06,0.03,4251065350,6158,Yes,High School or below,Female,Yes,Married,74,\N,3,1,30,Non-technology Related Job,29,NM,38,115,Yes,No,0.28,4773,681,0,2015,2 -23,39399,0.02,0.03,4251097098,6159,Yes,High School or below,Female,Yes,Single,45,\N,0,3,0,Non-technology Related Job,205,MS,137,150,No,No,0.82,3823,637,0,2015,1 -23,39399,0.02,0.03,4251097098,6159,Yes,High School or below,Female,Yes,Single,45,\N,0,3,0,Non-technology Related Job,205,MS,137,150,No,No,0.82,1690,563,0,2015,2 -26,94356,0.05,0.02,4251025872,6160,Yes,Bachelor or equivalent,Male,No,Married,16,\N,2,5,69,Others,381,KS,236,185,No,No,0.35,2875,718,0,2015,1 -26,94356,0.05,0.02,4251025872,6160,Yes,Bachelor or equivalent,Male,No,Married,16,\N,2,5,69,Others,381,KS,236,185,No,No,0.35,2631,877,0,2015,2 -26,94356,0.05,0.02,4251025872,6160,Yes,Bachelor or equivalent,Male,No,Married,16,\N,2,5,69,Others,381,KS,236,185,No,No,0.35,817,817,0,2015,3 -28,149314,0.01,0.02,4251036963,6161,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,3,7,38,Others,58,FL,336,220,Yes,No,0.88,2451,612,0,2015,1 -28,149314,0.01,0.02,4251036963,6161,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,3,7,38,Others,58,FL,336,220,Yes,No,0.88,6303,700,0,2015,2 -44,147343,0.03,0,4251020045,6162,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,1,5,79,Non-technology Related Job,418,MT,339,80,No,Yes,0.09,3911,558,0,2015,1 -44,147343,0.03,0,4251020045,6162,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,1,5,79,Non-technology Related Job,418,MT,339,80,No,Yes,0.09,5376,672,0,2015,2 -46,202300,0.07,0.03,4251019305,6163,Yes,Master or equivalent,Male,Yes,Single,85,\N,3,7,48,Non-technology Related Job,94,ME,438,115,No,No,0.62,4319,719,0,2015,1 -46,202300,0.07,0.03,4251019305,6163,Yes,Master or equivalent,Male,Yes,Single,85,\N,3,7,48,Non-technology Related Job,94,ME,438,115,No,No,0.62,1598,799,0,2015,2 -48,7258,0.02,0.03,4251066018,6164,Yes,Master or equivalent,Female,Yes,Married,56,\N,0,1,17,Non-technology Related Job,270,HI,38,150,No,No,0.15,5136,1027,0,2015,1 -48,7258,0.02,0.03,4251066018,6164,Yes,Master or equivalent,Female,Yes,Married,56,\N,0,1,17,Non-technology Related Job,270,HI,38,150,No,No,0.15,1795,897,0,2015,2 -50,62215,0.06,0.02,4251018981,6165,Yes,High School or below,Female,Yes,Single,27,\N,1,3,87,Others,447,AR,137,185,No,No,0.68,5074,507,0,2015,1 -50,62215,0.06,0.02,4251018981,6165,Yes,High School or below,Female,Yes,Single,27,\N,1,3,87,Others,447,AR,137,185,No,No,0.68,2645,529,0,2015,2 -12,173115,0.04,0.03,4251049100,6166,Yes,High School or below,Male,No,Single,84,\N,2,1,5,Others,119,CO,334,200,No,No,0.14,1016,508,1,2015,1 -12,173115,0.04,0.03,4251049100,6166,Yes,High School or below,Male,No,Single,84,\N,2,1,5,Others,119,CO,334,200,No,No,0.14,3509,701,1,2015,2 -68,115201,0.04,0,4251025932,6167,Yes,High School or below,Female,No,Single,5,\N,1,3,97,Non-technology Related Job,483,IL,240,80,No,No,0.42,3671,734,0,2015,1 -68,115201,0.04,0,4251025932,6167,Yes,High School or below,Female,No,Single,5,\N,1,3,97,Non-technology Related Job,483,IL,240,80,No,No,0.42,1725,575,0,2015,2 -68,115201,0.04,0,4251025932,6167,Yes,High School or below,Female,No,Single,5,\N,1,3,97,Non-technology Related Job,483,IL,240,80,No,No,0.42,163,163,0,2015,3 -70,170159,0.07,0.03,4251095017,6168,Yes,High School or below,Female,Yes,Married,96,\N,2,5,66,Non-technology Related Job,159,CO,339,115,No,No,0.95,1558,519,0,2015,1 -70,170159,0.07,0.03,4251095017,6168,Yes,High School or below,Female,Yes,Married,96,\N,2,5,66,Non-technology Related Job,159,CO,339,115,No,No,0.95,3283,820,0,2015,2 -70,170159,0.07,0.03,4251095017,6168,Yes,High School or below,Female,Yes,Married,96,\N,2,5,66,Non-technology Related Job,159,CO,339,115,No,No,0.95,1008,1008,0,2015,3 -72,225116,0.03,0.03,4251064930,6169,Yes,High School or below,Male,Yes,Married,67,\N,3,7,35,Others,335,WI,438,150,No,No,0.48,252,252,0,2015,1 -72,225116,0.03,0.03,4251064930,6169,Yes,High School or below,Male,Yes,Married,67,\N,3,7,35,Others,335,WI,438,150,No,No,0.48,2098,699,0,2015,2 -35,86017,0.01,0.03,4251084891,6170,Yes,High School or below,Female,Yes,Single,4,\N,1,5,54,Others,8,WY,135,165,No,No,0.94,871,435,0,2015,1 -35,86017,0.01,0.03,4251084891,6170,Yes,High School or below,Female,Yes,Single,4,\N,1,5,54,Others,8,WY,135,165,No,No,0.94,3523,1174,0,2015,2 -37,140974,0.05,0.03,4251060440,6171,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,2,7,23,Others,184,TX,234,200,No,No,0.47,3264,1088,0,2015,1 -37,140974,0.05,0.03,4251060440,6171,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,2,7,23,Others,184,TX,234,200,No,No,0.47,4328,541,0,2015,2 -37,140974,0.05,0.03,4251060440,6171,Yes,Bachelor or equivalent,Female,Yes,Married,95,\N,2,7,23,Others,184,TX,234,200,No,No,0.47,721,721,0,2015,3 -25,83060,0.04,0,4251020084,6172,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,0,1,14,Non-technology Related Job,48,AL,140,80,No,No,0.76,2881,576,1,2015,1 -25,83060,0.04,0,4251020084,6172,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,0,1,14,Non-technology Related Job,48,AL,140,80,No,No,0.76,6645,830,1,2015,2 -27,138018,0,0.03,4251063625,6173,Yes,Master or equivalent,Female,No,Married,106,\N,2,3,84,Non-technology Related Job,224,TX,239,115,No,Yes,0.29,5451,908,0,2015,1 -27,138018,0,0.03,4251063625,6173,Yes,Master or equivalent,Female,No,Married,106,\N,2,3,84,Non-technology Related Job,224,TX,239,115,No,Yes,0.29,6783,753,0,2015,2 -29,192975,0.03,0.03,4251057980,6174,Yes,Master or equivalent,Female,Yes,Single,77,\N,3,5,53,Others,401,OK,339,150,No,No,0.82,5061,632,0,2015,1 -29,192975,0.03,0.03,4251057980,6174,Yes,Master or equivalent,Female,Yes,Single,77,\N,3,5,53,Others,401,OK,339,150,No,No,0.82,2813,468,0,2015,2 -59,53876,0.01,0.03,4251091670,6175,Yes,Master or equivalent,Male,Yes,Single,15,\N,0,3,72,Others,73,PA,36,165,No,Yes,0.27,6532,593,0,2015,1 -59,53876,0.01,0.03,4251091670,6175,Yes,Master or equivalent,Male,Yes,Single,15,\N,0,3,72,Others,73,PA,36,165,No,Yes,0.27,3226,645,0,2015,2 -61,108833,0.05,0.03,4251061259,6176,Yes,High School or below,Female,Yes,Married,106,\N,1,5,41,Others,249,NJ,135,200,No,No,0.81,4349,724,0,2015,1 -61,108833,0.05,0.03,4251061259,6176,Yes,High School or below,Female,Yes,Married,106,\N,1,5,41,Others,249,NJ,135,200,No,No,0.81,1409,704,0,2015,2 -49,50919,0.05,0,4251027415,6177,Yes,High School or below,Male,Yes,Married,26,\N,0,7,32,Non-technology Related Job,113,PA,41,80,No,No,0.09,3454,863,0,2015,1 -49,50919,0.05,0,4251027415,6177,Yes,High School or below,Male,Yes,Married,26,\N,0,7,32,Non-technology Related Job,113,PA,41,80,No,No,0.09,4184,697,0,2015,2 -51,105876,0,0.03,4251014902,6178,Yes,High School or below,Male,Yes,Single,117,\N,1,1,2,Non-technology Related Job,289,NM,140,115,No,No,0.62,5099,1019,0,2015,1 -51,105876,0,0.03,4251014902,6178,Yes,High School or below,Male,Yes,Single,117,\N,1,1,2,Non-technology Related Job,289,NM,140,115,No,No,0.62,2977,595,0,2015,2 -14,216777,0.06,0,4251015157,6179,Yes,High School or below,Female,No,Single,55,\N,2,7,20,Others,462,NY,337,130,Yes,No,0.08,3547,591,0,2015,1 -14,216777,0.06,0,4251015157,6179,Yes,High School or below,Female,No,Single,55,\N,2,7,20,Others,462,NY,337,130,Yes,No,0.08,1198,299,0,2015,2 -14,216777,0.06,0,4251015157,6179,Yes,High School or below,Female,No,Single,55,\N,2,7,20,Others,462,NY,337,130,Yes,No,0.08,1747,582,0,2015,3 -16,21734,0.02,0.03,4251054031,6180,Yes,High School or below,Female,Yes,Married,26,\N,3,1,90,Others,138,MO,436,165,No,No,0.61,5245,582,0,2015,1 -16,21734,0.02,0.03,4251054031,6180,Yes,High School or below,Female,Yes,Married,26,\N,3,1,90,Others,138,MO,436,165,No,No,0.61,3290,822,0,2015,2 -18,76692,0.06,0.03,4251017523,6181,Yes,High School or below,Male,Yes,Single,117,\N,1,3,59,Others,314,LA,36,200,No,No,0.14,2722,544,0,2015,1 -18,76692,0.06,0.03,4251017523,6181,Yes,High School or below,Male,Yes,Single,117,\N,1,3,59,Others,314,LA,36,200,No,No,0.14,7297,810,0,2015,2 -74,18778,0.05,0,4251023717,6182,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,3,5,50,Non-technology Related Job,178,MO,441,80,No,No,0.42,10234,1023,0,2015,1 -74,18778,0.05,0,4251023717,6182,Yes,Bachelor or equivalent,Female,Yes,Single,37,\N,3,5,50,Non-technology Related Job,178,MO,441,80,No,No,0.42,3681,920,0,2015,2 -36,129678,0.03,0,4251048347,6183,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,0,3,69,Others,351,NE,138,95,No,No,0.88,4875,541,0,2015,1 -36,129678,0.03,0,4251048347,6183,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,0,3,69,Others,351,NE,138,95,No,No,0.88,2552,510,0,2015,2 -38,184636,0.07,0,4251043296,6184,Yes,Master or equivalent,Male,Yes,Married,66,\N,2,5,38,Others,27,MD,238,130,No,No,0.41,7940,610,0,2015,1 -38,184636,0.07,0,4251043296,6184,Yes,Master or equivalent,Male,Yes,Married,66,\N,2,5,38,Others,27,MD,238,130,No,No,0.41,6237,693,0,2015,2 -40,239593,0.03,0.03,4251017394,6185,Yes,Master or equivalent,Female,No,Single,37,\N,3,7,7,Others,203,ID,337,165,No,No,0.94,3407,681,0,2015,1 -40,239593,0.03,0.03,4251017394,6185,Yes,Master or equivalent,Female,No,Single,37,\N,3,7,7,Others,203,ID,337,165,No,No,0.94,3032,505,0,2015,2 -43,44550,0.06,0.03,4251030231,6186,Yes,PhD or equivalent,Female,Yes,Married,8,\N,0,1,77,Others,379,CA,436,200,No,Yes,0.47,2984,596,0,2015,1 -43,44550,0.06,0.03,4251030231,6186,Yes,PhD or equivalent,Female,Yes,Married,8,\N,0,1,77,Others,379,CA,436,200,No,Yes,0.47,2115,423,0,2015,2 -58,42579,0,0,4251090997,6187,Yes,High School or below,Female,Yes,Single,15,\N,3,7,17,Others,240,MI,440,60,No,No,0.68,3718,619,0,2015,1 -58,42579,0,0,4251090997,6187,Yes,High School or below,Female,Yes,Single,15,\N,3,7,17,Others,240,MI,440,60,No,No,0.68,3501,700,0,2015,2 -61,97537,0.04,0,4251084830,6188,Yes,High School or below,Female,Yes,Married,106,\N,0,1,87,Others,416,IN,39,95,No,No,0.22,2706,541,0,2015,1 -61,97537,0.04,0,4251084830,6188,Yes,High School or below,Female,Yes,Married,106,\N,0,1,87,Others,416,IN,39,95,No,No,0.22,2201,733,0,2015,2 -63,152494,0.07,0,4251022120,6189,Yes,High School or below,Male,Yes,Single,77,\N,1,3,56,Others,92,CT,138,130,No,No,0.75,3686,614,0,2015,2 -65,207452,0.03,0.03,4251060683,6190,Yes,High School or below,Male,Yes,Married,48,\N,2,5,25,Others,268,WY,238,165,No,No,0.28,2668,533,0,2015,1 -65,207452,0.03,0.03,4251060683,6190,Yes,High School or below,Male,Yes,Married,48,\N,2,5,25,Others,268,WY,238,165,No,No,0.28,2160,432,0,2015,2 -13,205481,0.05,0.01,4251077687,6191,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,1,3,66,Others,128,KY,241,25,No,No,0.49,5494,686,0,2015,1 -13,205481,0.05,0.01,4251077687,6191,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,1,3,66,Others,128,KY,241,25,No,No,0.49,3146,786,0,2015,2 -15,10438,0.01,0,4251082587,6192,Yes,Bachelor or equivalent,Male,Yes,Married,26,\N,2,5,35,Others,305,FL,340,60,No,No,0.02,1353,338,0,2015,1 -15,10438,0.01,0,4251082587,6192,Yes,Bachelor or equivalent,Male,Yes,Married,26,\N,2,5,35,Others,305,FL,340,60,No,No,0.02,961,961,0,2015,2 -17,65396,0.04,0,4251090152,6193,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,3,7,4,Others,481,AK,440,95,No,No,0.55,4040,673,0,2015,1 -17,65396,0.04,0,4251090152,6193,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,3,7,4,Others,481,AK,440,95,No,No,0.55,6265,783,0,2015,2 -19,120353,0,0,4251029366,6194,Yes,Bachelor or equivalent,Female,Yes,Married,87,\N,1,1,74,Others,157,UT,39,130,No,No,0.08,1765,441,0,2015,1 -19,120353,0,0,4251029366,6194,Yes,Bachelor or equivalent,Female,Yes,Married,87,\N,1,1,74,Others,157,UT,39,130,No,No,0.08,5885,1177,0,2015,2 -35,118382,0.02,0.01,4251013963,6195,Yes,Master or equivalent,Female,Yes,Single,95,\N,3,7,14,Others,17,HI,42,240,No,No,0.29,6433,804,0,2015,1 -35,118382,0.02,0.01,4251013963,6195,Yes,Master or equivalent,Female,Yes,Single,95,\N,3,7,14,Others,17,HI,42,240,No,No,0.29,4612,922,0,2015,2 -37,173339,0.06,0.01,4251056207,6196,Yes,High School or below,Female,No,Married,66,\N,0,1,84,Others,194,AR,142,25,No,No,0.82,4684,780,0,2015,1 -37,173339,0.06,0.01,4251056207,6196,Yes,High School or below,Female,No,Married,66,\N,0,1,84,Others,194,AR,142,25,No,No,0.82,1402,467,0,2015,2 -39,228297,0.01,0,4251020765,6197,Yes,High School or below,Female,Yes,Single,37,\N,2,3,53,Others,370,WA,241,60,No,Yes,0.35,870,435,0,2015,1 -39,228297,0.01,0,4251020765,6197,Yes,High School or below,Female,Yes,Single,37,\N,2,3,53,Others,370,WA,241,60,No,Yes,0.35,4814,962,0,2015,2 -39,228297,0.01,0,4251020765,6197,Yes,High School or below,Female,Yes,Single,37,\N,2,3,53,Others,370,WA,241,60,No,Yes,0.35,856,856,0,2015,3 -42,33254,0.05,0,4251031231,6198,Yes,High School or below,Male,Yes,Married,7,\N,3,5,22,Others,46,RI,340,95,No,No,0.88,5913,844,0,2015,1 -42,33254,0.05,0,4251031231,6198,Yes,High School or below,Male,Yes,Married,7,\N,3,5,22,Others,46,RI,340,95,No,No,0.88,2070,1035,0,2015,2 -44,88212,0,0.03,4251026380,6199,Yes,High School or below,Male,Yes,Married,98,\N,0,7,92,Others,222,NY,439,130,No,No,0.41,5292,756,0,2015,1 -44,88212,0,0.03,4251026380,6199,Yes,High School or below,Male,Yes,Married,98,\N,0,7,92,Others,222,NY,439,130,No,No,0.41,4198,839,0,2015,2 -60,86241,0.02,0.01,4251067972,6200,Yes,High School or below,Male,Yes,Married,106,\N,3,5,32,Others,82,WI,443,240,No,Yes,0.63,5935,847,0,2015,1 -60,86241,0.02,0.01,4251067972,6200,Yes,High School or below,Male,Yes,Married,106,\N,3,5,32,Others,82,WI,443,240,No,Yes,0.63,2754,918,0,2015,2 -62,141198,0.06,0.01,4251086091,6201,Yes,High School or below,Male,Yes,Single,77,\N,0,7,1,Others,259,SD,42,25,No,No,0.16,4236,706,0,2015,1 -62,141198,0.06,0.01,4251086091,6201,Yes,High School or below,Male,Yes,Single,77,\N,0,7,1,Others,259,SD,42,25,No,No,0.16,3689,614,0,2015,2 -64,196156,0.02,0,4251009710,6202,Yes,Bachelor or equivalent,Female,No,Single,47,\N,1,1,71,Others,435,ND,141,60,No,No,0.69,4949,707,0,2015,1 -64,196156,0.02,0,4251009710,6202,Yes,Bachelor or equivalent,Female,No,Single,47,\N,1,1,71,Others,435,ND,141,60,No,No,0.69,1469,734,0,2015,2 -66,1113,0.05,0,4251055392,6203,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,2,3,40,Others,111,NE,241,95,No,No,0.22,3783,630,0,2015,1 -66,1113,0.05,0,4251055392,6203,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,2,3,40,Others,111,NE,241,95,No,No,0.22,6685,742,0,2015,2 -14,249142,0.07,0.01,4251033458,6204,Yes,Master or equivalent,Female,Yes,Married,26,\N,1,1,81,Non-technology Related Job,471,TX,244,205,No,No,0.43,2468,493,0,2015,1 -14,249142,0.07,0.01,4251033458,6204,Yes,Master or equivalent,Female,Yes,Married,26,\N,1,1,81,Non-technology Related Job,471,TX,244,205,No,No,0.43,5301,662,0,2015,2 -14,249142,0.07,0.01,4251033458,6204,Yes,Master or equivalent,Female,Yes,Married,26,\N,1,1,81,Non-technology Related Job,471,TX,244,205,No,No,0.43,843,843,0,2015,3 -16,54099,0.03,0.01,4251038937,6205,No,Master or equivalent,Female,Yes,Married,116,\N,2,3,50,Others,148,OK,343,240,No,No,0.96,6116,679,0,2015,1 -16,54099,0.03,0.01,4251038937,6205,No,Master or equivalent,Female,Yes,Married,116,\N,2,3,50,Others,148,OK,343,240,No,No,0.96,5688,1137,0,2015,2 -18,109057,0.07,0.01,4251013888,6206,Yes,PhD or equivalent,Female,Yes,Single,87,\N,3,5,19,Others,324,NH,443,25,No,No,0.49,3579,894,0,2015,1 -18,109057,0.07,0.01,4251013888,6206,Yes,PhD or equivalent,Female,Yes,Single,87,\N,3,5,19,Others,324,NH,443,25,No,No,0.49,1712,570,0,2015,2 -49,219957,0.05,0.01,4251064772,6207,Yes,High School or below,Female,Yes,Married,25,\N,0,3,38,Others,496,NJ,140,40,No,No,0.95,8840,982,0,2015,1 -49,219957,0.05,0.01,4251064772,6207,Yes,High School or below,Female,Yes,Married,25,\N,0,3,38,Others,496,NJ,140,40,No,No,0.95,3594,718,0,2015,2 -51,24915,0,0.01,4251075578,6208,Yes,High School or below,Female,No,Married,116,\N,2,5,7,Others,172,MN,239,75,No,No,0.48,2956,739,0,2015,1 -51,24915,0,0.01,4251075578,6208,Yes,High School or below,Female,No,Married,116,\N,2,5,7,Others,172,MN,239,75,No,No,0.48,6628,602,0,2015,2 -39,217001,0,0.01,4251071997,6209,Yes,High School or below,Male,No,Married,36,\N,0,7,98,Others,36,NM,145,205,No,No,0.76,3766,627,0,2015,1 -39,217001,0,0.01,4251071997,6209,Yes,High School or below,Male,No,Married,36,\N,0,7,98,Others,36,NM,145,205,No,No,0.76,2330,776,0,2015,2 -39,217001,0,0.01,4251071997,6209,Yes,High School or below,Male,No,Married,36,\N,0,7,98,Others,36,NM,145,205,No,No,0.76,266,266,0,2015,3 -41,21958,0.04,0.01,4251037879,6210,Yes,High School or below,Male,Yes,Single,7,\N,1,1,68,Others,213,MN,244,240,Yes,No,0.29,3038,1012,0,2015,1 -41,21958,0.04,0.01,4251037879,6210,Yes,High School or below,Male,Yes,Single,7,\N,1,1,68,Others,213,MN,244,240,Yes,No,0.29,3985,996,0,2015,2 -41,21958,0.04,0.01,4251037879,6210,Yes,High School or below,Male,Yes,Single,7,\N,1,1,68,Others,213,MN,244,240,Yes,No,0.29,473,473,0,2015,3 -43,76916,0.07,0.01,4251052628,6211,Yes,High School or below,Female,Yes,Married,98,\N,3,3,37,Others,389,KS,343,25,No,Yes,0.82,6674,667,1,2015,1 -43,76916,0.07,0.01,4251052628,6211,Yes,High School or below,Female,Yes,Married,98,\N,3,3,37,Others,389,KS,343,25,No,Yes,0.82,6010,667,1,2015,2 -73,187816,0.05,0.01,4251025070,6212,Yes,High School or below,Male,Yes,Married,36,\N,0,1,56,Others,61,LA,40,40,No,No,0.28,5796,724,0,2015,1 -73,187816,0.05,0.01,4251025070,6212,Yes,High School or below,Male,Yes,Married,36,\N,0,1,56,Others,61,LA,40,40,No,No,0.28,1596,532,0,2015,2 -75,242773,0.01,0.01,4251095764,6213,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,1,3,25,Technology Related Job,238,GA,140,75,No,Yes,0.81,906,906,0,2015,1 -75,242773,0.01,0.01,4251095764,6213,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,1,3,25,Technology Related Job,238,GA,140,75,No,Yes,0.81,3998,799,0,2015,2 -75,242773,0.01,0.01,4251095764,6213,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,1,3,25,Technology Related Job,238,GA,140,75,No,Yes,0.81,1105,1105,0,2015,3 -63,184859,0,0.01,4251014373,6214,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,0,5,16,Others,102,LA,45,205,No,No,0.1,677,677,0,2015,1 -63,184859,0,0.01,4251014373,6214,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,0,5,16,Others,102,LA,45,205,No,No,0.1,2656,531,0,2015,2 -65,239817,0.04,0.01,4251042148,6215,Yes,Master or equivalent,Male,No,Married,18,\N,1,7,86,Others,278,HI,145,240,No,No,0.63,2644,440,0,2015,1 -65,239817,0.04,0.01,4251042148,6215,Yes,Master or equivalent,Male,No,Married,18,\N,1,7,86,Others,278,HI,145,240,No,No,0.63,3442,860,0,2015,2 -28,100717,0.02,0.01,4251082202,6216,Yes,Master or equivalent,Female,Yes,Married,76,\N,2,5,4,Others,450,IL,342,5,No,No,0.08,2620,873,0,2015,1 -28,100717,0.02,0.01,4251082202,6216,Yes,Master or equivalent,Female,Yes,Married,76,\N,2,5,4,Others,450,IL,342,5,No,No,0.08,1287,429,0,2015,2 -28,100717,0.02,0.01,4251082202,6216,Yes,Master or equivalent,Female,Yes,Married,76,\N,2,5,4,Others,450,IL,342,5,No,No,0.08,1054,1054,0,2015,3 -30,155675,0.06,0.01,4251082183,6217,Yes,PhD or equivalent,Female,Yes,Single,47,\N,3,7,74,Others,126,CA,441,40,No,No,0.61,5356,765,1,2015,1 -30,155675,0.06,0.01,4251082183,6217,Yes,PhD or equivalent,Female,Yes,Single,47,\N,3,7,74,Others,126,CA,441,40,No,No,0.61,2998,999,1,2015,2 -32,210632,0.01,0.01,4251010349,6218,Yes,High School or below,Male,Yes,Married,18,\N,1,1,43,Technology Related Job,303,WV,40,75,No,No,0.15,2287,762,0,2015,1 -32,210632,0.01,0.01,4251010349,6218,Yes,High School or below,Male,Yes,Married,18,\N,1,1,43,Technology Related Job,303,WV,40,75,No,No,0.15,2318,579,0,2015,2 -20,152718,0.01,0.01,4251053780,6219,Yes,High School or below,Female,No,Married,58,\N,3,3,34,Others,167,CA,446,205,No,No,0.43,10066,838,0,2015,1 -20,152718,0.01,0.01,4251053780,6219,Yes,High School or below,Female,No,Married,58,\N,3,3,34,Others,167,CA,446,205,No,No,0.43,5738,819,0,2015,2 -50,13619,0.07,0.02,4251080033,6220,Yes,High School or below,Male,Yes,Married,116,\N,0,1,53,Others,339,CT,143,220,No,No,0.89,3018,754,0,2015,1 -50,13619,0.07,0.02,4251080033,6220,Yes,High School or below,Male,Yes,Married,116,\N,0,1,53,Others,339,CT,143,220,No,No,0.89,4484,896,0,2015,2 -52,68576,0.03,0.01,4251078634,6221,Yes,High School or below,Male,Yes,Single,87,\N,2,3,22,Others,15,WY,242,5,No,No,0.42,801,801,0,2015,1 -52,68576,0.03,0.01,4251078634,6221,Yes,High School or below,Male,Yes,Single,87,\N,2,3,22,Others,15,WY,242,5,No,No,0.42,3044,608,0,2015,2 -54,123534,0.06,0.01,4251051952,6222,Yes,High School or below,Male,Yes,Married,58,\N,3,5,91,Others,192,TN,342,40,No,No,0.95,3700,925,0,2015,1 -54,123534,0.06,0.01,4251051952,6222,Yes,High School or below,Male,Yes,Married,58,\N,3,5,91,Others,192,TN,342,40,No,No,0.95,3820,764,0,2015,2 -57,178491,0.02,0.01,4251056709,6223,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,0,7,61,Technology Related Job,368,OH,441,75,No,No,0.48,4393,878,0,2015,1 -57,178491,0.02,0.01,4251056709,6223,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,0,7,61,Technology Related Job,368,OH,441,75,No,No,0.48,362,362,0,2015,2 -57,178491,0.02,0.01,4251056709,6223,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,0,7,61,Technology Related Job,368,OH,441,75,No,No,0.48,1375,1375,0,2015,3 -72,176520,0.04,0.02,4251029217,6224,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,3,5,1,Others,228,AK,444,185,No,No,0.69,393,393,0,2015,1 -72,176520,0.04,0.02,4251029217,6224,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,3,5,1,Others,228,AK,444,185,No,No,0.69,3266,466,0,2015,2 -75,231477,0,0.02,4251061653,6225,No,Bachelor or equivalent,Female,No,Single,7,\N,0,7,71,Others,404,VT,44,220,No,No,0.22,2339,1169,0,2015,1 -75,231477,0,0.02,4251061653,6225,No,Bachelor or equivalent,Female,No,Single,7,\N,0,7,71,Others,404,VT,44,220,No,No,0.22,5007,834,0,2015,2 -77,36435,0.03,0.01,4251019258,6226,Yes,Master or equivalent,Female,Yes,Married,97,\N,1,1,40,Others,80,OR,143,5,No,No,0.75,4443,634,0,2015,1 -77,36435,0.03,0.01,4251019258,6226,Yes,Master or equivalent,Female,Yes,Married,97,\N,1,1,40,Others,80,OR,143,5,No,No,0.75,5859,732,0,2015,2 -79,91392,0.07,0.01,4251098981,6227,Yes,Master or equivalent,Male,Yes,Single,68,\N,2,3,9,Others,257,NJ,242,40,No,No,0.28,3996,799,0,2015,1 -79,91392,0.07,0.01,4251098981,6227,Yes,Master or equivalent,Male,Yes,Single,68,\N,2,3,9,Others,257,NJ,242,40,No,No,0.28,6259,1043,0,2015,2 -27,89421,0.01,0.03,4251043238,6228,Yes,High School or below,Female,Yes,Married,76,\N,1,1,50,Others,117,WA,245,150,No,No,0.49,2369,592,0,2015,1 -27,89421,0.01,0.03,4251043238,6228,Yes,High School or below,Female,Yes,Married,76,\N,1,1,50,Others,117,WA,245,150,No,No,0.49,2531,843,0,2015,2 -29,144379,0.05,0.02,4251063775,6229,Yes,High School or below,Male,Yes,Single,47,\N,2,3,19,Others,293,RI,345,185,No,No,0.02,4960,551,0,2015,1 -29,144379,0.05,0.02,4251063775,6229,Yes,High School or below,Male,Yes,Single,47,\N,2,3,19,Others,293,RI,345,185,No,No,0.02,704,234,0,2015,2 -31,199336,0,0.02,4251059922,6230,Yes,High School or below,Male,Yes,Married,17,\N,3,5,88,Others,469,NY,444,220,No,No,0.56,5105,729,0,2015,1 -31,199336,0,0.02,4251059922,6230,Yes,High School or below,Male,Yes,Married,17,\N,3,5,88,Others,469,NY,444,220,No,No,0.56,4787,683,0,2015,2 -33,4294,0.04,0.01,4251008932,6231,Yes,High School or below,Female,No,Single,108,\N,0,7,58,Others,146,MO,43,5,No,No,0.09,2912,485,1,2015,1 -33,4294,0.04,0.01,4251008932,6231,Yes,High School or below,Female,No,Single,108,\N,0,7,58,Others,146,MO,43,5,No,No,0.09,6580,658,1,2015,2 -35,59251,0.07,0.01,4251017738,6232,Yes,High School or below,Female,Yes,Single,79,\N,2,1,27,Technology Related Job,322,KY,143,40,No,No,0.62,3792,758,1,2015,1 -35,59251,0.07,0.01,4251017738,6232,Yes,High School or below,Female,Yes,Single,79,\N,2,1,27,Technology Related Job,322,KY,143,40,No,No,0.62,3753,750,1,2015,2 -51,57280,0.01,0.02,4251056669,6233,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,0,7,68,Others,182,ND,146,150,No,No,0.83,1532,766,0,2015,1 -51,57280,0.01,0.02,4251056669,6233,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,0,7,68,Others,182,ND,146,150,No,No,0.83,4624,770,0,2015,2 -53,112237,0.05,0.02,4251025485,6234,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,1,1,37,Others,358,NE,245,185,No,No,0.36,2293,764,0,2015,1 -53,112237,0.05,0.02,4251025485,6234,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,1,1,37,Others,358,NE,245,185,No,No,0.36,3121,780,0,2015,2 -56,167195,0.01,0.02,4251089763,6235,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,3,3,6,Others,34,ME,345,220,No,Yes,0.89,2724,681,0,2015,1 -56,167195,0.01,0.02,4251089763,6235,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,3,3,6,Others,34,ME,345,220,No,Yes,0.89,2688,896,0,2015,2 -58,222152,0.04,0.01,4251070166,6236,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,0,5,76,Others,211,ID,444,5,No,No,0.42,868,434,0,2015,1 -58,222152,0.04,0.01,4251070166,6236,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,0,5,76,Others,211,ID,444,5,No,No,0.42,4179,522,0,2015,2 -74,220181,0.06,0.03,4251008762,6237,Yes,PhD or equivalent,Female,Yes,Single,7,\N,2,3,16,Others,71,NH,447,115,No,No,0.63,4430,632,0,2015,1 -74,220181,0.06,0.03,4251008762,6237,Yes,PhD or equivalent,Female,Yes,Single,7,\N,2,3,16,Others,71,NH,447,115,No,No,0.63,906,453,0,2015,2 -76,25139,0.02,0.02,4251012167,6238,Yes,High School or below,Male,No,Single,97,\N,0,5,85,Others,247,MA,47,150,No,Yes,0.16,4322,864,0,2015,1 -76,25139,0.02,0.02,4251012167,6238,Yes,High School or below,Male,No,Single,97,\N,0,5,85,Others,247,MA,47,150,No,Yes,0.16,5357,669,0,2015,2 -78,80096,0.06,0.02,4251008898,6239,Yes,High School or below,Male,Yes,Married,68,\N,1,7,55,Others,423,IN,146,185,No,No,0.69,2391,797,0,2015,1 -78,80096,0.06,0.02,4251008898,6239,Yes,High School or below,Male,Yes,Married,68,\N,1,7,55,Others,423,IN,146,185,No,No,0.69,1371,457,0,2015,2 -78,80096,0.06,0.02,4251008898,6239,Yes,High School or below,Male,Yes,Married,68,\N,1,7,55,Others,423,IN,146,185,No,No,0.69,875,875,0,2015,3 -40,190997,0.04,0.02,4251025049,6240,Yes,High School or below,Female,Yes,Single,6,\N,2,5,73,Technology Related Job,96,KS,343,200,No,Yes,0.15,4037,576,0,2015,1 -40,190997,0.04,0.02,4251025049,6240,Yes,High School or below,Female,Yes,Single,6,\N,2,5,73,Technology Related Job,96,KS,343,200,No,Yes,0.15,4194,1048,0,2015,2 -28,133083,0.03,0.03,4251085229,6241,Yes,High School or below,Male,Yes,Married,46,\N,1,7,65,Others,460,MS,249,80,No,No,0.43,2057,685,0,2015,1 -28,133083,0.03,0.03,4251085229,6241,Yes,High School or below,Male,Yes,Married,46,\N,1,7,65,Others,460,MS,249,80,No,No,0.43,927,463,0,2015,2 -30,188040,0.07,0.03,4251054667,6242,Yes,High School or below,Female,No,Single,17,\N,2,1,34,Others,136,KS,348,115,No,No,0.97,4916,819,0,2015,1 -30,188040,0.07,0.03,4251054667,6242,Yes,High School or below,Female,No,Single,17,\N,2,1,34,Others,136,KS,348,115,No,No,0.97,6070,674,0,2015,2 -32,242997,0.02,0.02,4251046585,6243,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,3,3,3,Others,312,FL,447,150,No,No,0.5,4394,732,0,2015,1 -32,242997,0.02,0.02,4251046585,6243,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,3,3,3,Others,312,FL,447,150,No,No,0.5,3475,695,0,2015,2 -63,103898,0.01,0.03,4251024662,6244,Yes,Bachelor or equivalent,Male,No,Married,46,\N,0,1,22,Technology Related Job,485,HI,144,165,No,No,0.95,578,578,0,2015,1 -63,103898,0.01,0.03,4251024662,6244,Yes,Bachelor or equivalent,Male,No,Married,46,\N,0,1,22,Technology Related Job,485,HI,144,165,No,No,0.95,1589,529,0,2015,2 -65,158855,0.04,0.02,4251045139,6245,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,2,3,91,Technology Related Job,161,AZ,244,200,No,No,0.48,3885,777,0,2015,1 -65,158855,0.04,0.02,4251045139,6245,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,2,3,91,Technology Related Job,161,AZ,244,200,No,No,0.48,6652,604,0,2015,2 -53,100941,0.04,0.03,4251071134,6246,Yes,Master or equivalent,Male,Yes,Single,57,\N,0,5,82,Others,25,HI,149,80,No,No,0.77,1152,576,0,2015,1 -53,100941,0.04,0.03,4251071134,6246,Yes,Master or equivalent,Male,Yes,Single,57,\N,0,5,82,Others,25,HI,149,80,No,No,0.77,4054,810,0,2015,2 -53,100941,0.04,0.03,4251071134,6246,Yes,Master or equivalent,Male,Yes,Single,57,\N,0,5,82,Others,25,HI,149,80,No,No,0.77,522,522,0,2015,3 -55,155899,0.07,0.03,4251052808,6247,Yes,Master or equivalent,Male,Yes,Married,28,\N,1,7,52,Others,201,AZ,249,115,No,No,0.3,3696,924,0,2015,1 -55,155899,0.07,0.03,4251052808,6247,Yes,Master or equivalent,Male,Yes,Married,28,\N,1,7,52,Others,201,AZ,249,115,No,No,0.3,5195,519,0,2015,2 -55,155899,0.07,0.03,4251052808,6247,Yes,Master or equivalent,Male,Yes,Married,28,\N,1,7,52,Others,201,AZ,249,115,No,No,0.3,1264,1264,0,2015,3 -17,16799,0.06,0.03,4251052784,6248,Yes,PhD or equivalent,Female,No,Married,86,\N,3,5,70,Others,373,CA,446,130,No,No,0.76,3780,540,0,2015,1 -17,16799,0.06,0.03,4251052784,6248,Yes,PhD or equivalent,Female,No,Married,86,\N,3,5,70,Others,373,CA,446,130,No,No,0.76,3805,761,0,2015,2 -17,16799,0.06,0.03,4251052784,6248,Yes,PhD or equivalent,Female,No,Married,86,\N,3,5,70,Others,373,CA,446,130,No,No,0.76,1132,1132,0,2015,3 -19,71757,0.01,0.03,4251018041,6249,Yes,High School or below,Female,Yes,Single,57,\N,0,7,40,Technology Related Job,50,WV,45,164,No,No,0.29,1502,500,0,2015,1 -19,71757,0.01,0.03,4251018041,6249,Yes,High School or below,Female,Yes,Single,57,\N,0,7,40,Technology Related Job,50,WV,45,164,No,No,0.29,3205,641,0,2015,2 -19,71757,0.01,0.03,4251018041,6249,Yes,High School or below,Female,Yes,Single,57,\N,0,7,40,Technology Related Job,50,WV,45,164,No,No,0.29,403,403,0,2015,3 -21,126714,0.05,0.02,4251039940,6250,Yes,High School or below,Male,No,Married,28,\N,1,1,9,Technology Related Job,226,SD,144,199,No,No,0.82,3076,615,0,2015,1 -21,126714,0.05,0.02,4251039940,6250,Yes,High School or below,Male,No,Married,28,\N,1,1,9,Technology Related Job,226,SD,144,199,No,No,0.82,4288,714,0,2015,2 -77,68800,0.04,0.03,4251056764,6251,Yes,High School or below,Female,Yes,Married,68,\N,0,3,0,Others,90,WV,50,79,No,No,0.1,8933,812,0,2015,1 -77,68800,0.04,0.03,4251056764,6251,Yes,High School or below,Female,Yes,Married,68,\N,0,3,0,Others,90,WV,50,79,No,No,0.1,3144,1048,0,2015,2 -39,179700,0.02,0,4251060154,6252,Yes,High School or below,Male,Yes,Married,6,\N,1,1,19,Others,262,WY,247,94,No,No,0.56,3134,1044,0,2015,1 -39,179700,0.02,0,4251060154,6252,Yes,High School or below,Male,Yes,Married,6,\N,1,1,19,Others,262,WY,247,94,No,No,0.56,4300,860,0,2015,2 -39,179700,0.02,0,4251060154,6252,Yes,High School or below,Male,Yes,Married,6,\N,1,1,19,Others,262,WY,247,94,No,No,0.56,1186,1186,0,2015,3 -42,234658,0.06,0.03,4251064911,6253,Yes,High School or below,Male,Yes,Single,97,\N,2,3,88,Technology Related Job,439,TX,346,129,No,No,0.09,3343,557,0,2015,1 -42,234658,0.06,0.03,4251064911,6253,Yes,High School or below,Male,Yes,Single,97,\N,2,3,88,Technology Related Job,439,TX,346,129,No,No,0.09,2854,713,0,2015,2 -44,39615,0.02,0.03,4251068945,6254,Yes,Bachelor or equivalent,Female,No,Married,68,\N,3,5,57,Technology Related Job,115,OH,445,164,No,No,0.62,1172,586,0,2015,1 -44,39615,0.02,0.03,4251068945,6254,Yes,Bachelor or equivalent,Female,No,Married,68,\N,3,5,57,Technology Related Job,115,OH,445,164,No,No,0.62,7349,816,0,2015,2 -46,94573,0.05,0.02,4251034374,6255,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,0,7,27,Technology Related Job,291,NV,45,199,No,No,0.15,2060,686,0,2015,1 -46,94573,0.05,0.02,4251034374,6255,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,0,7,27,Technology Related Job,291,NV,45,199,No,No,0.15,1277,1277,0,2015,2 -62,92602,0.07,0,4251037791,6256,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,3,5,67,Others,151,VT,48,59,No,No,0.36,5457,682,0,2015,1 -62,92602,0.07,0,4251037791,6256,Yes,Bachelor or equivalent,Female,Yes,Married,46,\N,3,5,67,Others,151,VT,48,59,No,No,0.36,4909,818,0,2015,2 -64,147559,0.03,0,4251061463,6257,Yes,Master or equivalent,Female,Yes,Single,17,\N,0,7,37,Others,327,OR,147,94,No,No,0.89,7718,701,0,2015,1 -64,147559,0.03,0,4251061463,6257,Yes,Master or equivalent,Female,Yes,Single,17,\N,0,7,37,Others,327,OR,147,94,No,No,0.89,1179,294,0,2015,2 -66,202517,0.07,0.03,4251093227,6258,Yes,Master or equivalent,Male,Yes,Married,108,\N,1,1,6,Technology Related Job,4,NJ,247,129,Yes,No,0.42,2631,657,0,2015,1 -66,202517,0.07,0.03,4251093227,6258,Yes,Master or equivalent,Male,Yes,Married,108,\N,1,1,6,Technology Related Job,4,NJ,247,129,Yes,No,0.42,3554,710,0,2015,2 -14,200546,0.01,0.01,4251095467,6259,Yes,High School or below,Female,Yes,Single,115,\N,0,6,46,Others,364,WA,250,239,No,No,0.64,3521,503,0,2015,1 -14,200546,0.01,0.01,4251095467,6259,Yes,High School or below,Female,Yes,Single,115,\N,0,6,46,Others,364,WA,250,239,No,No,0.64,6287,898,0,2015,2 -16,5503,0.04,0,4251076574,6260,Yes,High School or below,Male,Yes,Married,86,\N,1,1,16,Others,40,RI,349,24,No,No,0.17,3237,809,0,2015,1 -16,5503,0.04,0,4251076574,6260,Yes,High School or below,Male,Yes,Married,86,\N,1,1,16,Others,40,RI,349,24,No,No,0.17,841,420,0,2015,2 -18,60460,0,0,4251026623,6261,Yes,High School or below,Male,No,Single,57,\N,2,3,85,Others,216,NY,449,59,No,No,0.7,4601,657,0,2015,1 -18,60460,0,0,4251026623,6261,Yes,High School or below,Male,No,Single,57,\N,2,3,85,Others,216,NY,449,59,No,No,0.7,3398,679,0,2015,2 -21,115418,0.03,0,4251059161,6262,Yes,High School or below,Female,Yes,Married,27,\N,0,5,54,Others,393,MO,48,94,No,Yes,0.23,3927,981,0,2015,1 -21,115418,0.03,0,4251059161,6262,Yes,High School or below,Female,Yes,Married,27,\N,0,5,54,Others,393,MO,48,94,No,Yes,0.23,1809,603,0,2015,2 -36,113447,0.06,0.01,4251082608,6263,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,2,2,95,Others,253,TN,51,204,No,No,0.44,17,17,0,2015,1 -36,113447,0.06,0.01,4251082608,6263,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,2,2,95,Others,253,TN,51,204,No,No,0.44,1551,775,0,2015,2 -39,168404,0.01,0.01,4251033703,6264,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,3,5,64,Others,429,ND,151,239,No,No,0.97,5724,1144,0,2015,1 -39,168404,0.01,0.01,4251033703,6264,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,3,5,64,Others,429,ND,151,239,No,No,0.97,5125,854,0,2015,2 -39,168404,0.01,0.01,4251033703,6264,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,3,5,64,Others,429,ND,151,239,No,No,0.97,656,656,0,2015,3 -41,223362,0.05,0,4251054091,6265,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,1,7,34,Others,105,NE,250,24,No,Yes,0.5,4641,928,0,2015,1 -41,223362,0.05,0,4251054091,6265,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,1,7,34,Others,105,NE,250,24,No,Yes,0.5,903,903,0,2015,2 -41,223362,0.05,0,4251054091,6265,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,1,7,34,Others,105,NE,250,24,No,Yes,0.5,569,569,0,2015,3 -43,28319,0,0,4251029753,6266,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,2,1,3,Others,281,ME,349,59,No,No,0.03,3180,1060,0,2015,1 -43,28319,0,0,4251029753,6266,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,2,1,3,Others,281,ME,349,59,No,No,0.03,1885,628,0,2015,2 -43,28319,0,0,4251029753,6266,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,2,1,3,Others,281,ME,349,59,No,No,0.03,684,684,0,2015,3 -73,139220,0.07,0,4251020803,6267,Yes,Bachelor or equivalent,Male,No,Married,5,\N,3,7,21,Technology Related Job,454,MA,46,74,No,Yes,0.49,1340,335,0,2015,1 -73,139220,0.07,0,4251020803,6267,Yes,Bachelor or equivalent,Male,No,Married,5,\N,3,7,21,Technology Related Job,454,MA,46,74,No,Yes,0.49,4097,1024,0,2015,2 -61,81306,0.06,0.01,4251032235,6268,Yes,PhD or equivalent,Female,Yes,Married,46,\N,2,1,13,Others,318,NH,452,204,No,No,0.77,1703,851,0,2015,1 -61,81306,0.06,0.01,4251032235,6268,Yes,PhD or equivalent,Female,Yes,Married,46,\N,2,1,13,Others,318,NH,452,204,No,No,0.77,6378,1063,0,2015,2 -61,81306,0.06,0.01,4251032235,6268,Yes,PhD or equivalent,Female,Yes,Married,46,\N,2,1,13,Others,318,NH,452,204,No,No,0.77,295,295,0,2015,3 -63,136263,0.02,0.01,4251080501,6269,Yes,High School or below,Male,Yes,Single,17,\N,3,3,82,Others,494,MI,51,239,No,No,0.3,5037,1007,0,2015,1 -63,136263,0.02,0.01,4251080501,6269,Yes,High School or below,Male,Yes,Single,17,\N,3,3,82,Others,494,MI,51,239,No,No,0.3,640,640,0,2015,2 -65,191220,0.05,0,4251013001,6270,Yes,High School or below,Male,Yes,Married,107,\N,0,5,51,Others,170,IN,151,24,No,No,0.83,1611,805,0,2015,1 -28,52121,0.03,0.01,4251047849,6271,Yes,High School or below,Female,No,Married,45,\N,1,3,70,Technology Related Job,343,KS,348,39,No,No,0.29,3598,719,0,2015,1 -28,52121,0.03,0.01,4251047849,6271,Yes,High School or below,Female,No,Married,45,\N,1,3,70,Technology Related Job,343,KS,348,39,No,No,0.29,4915,614,0,2015,2 -30,107078,0.07,0,4251009689,6272,Yes,High School or below,Male,Yes,Single,16,\N,3,5,39,Technology Related Job,19,FL,447,74,No,No,0.82,731,243,0,2015,1 -30,107078,0.07,0,4251009689,6272,Yes,High School or below,Male,Yes,Single,16,\N,3,5,39,Technology Related Job,19,FL,447,74,No,No,0.82,4660,776,0,2015,2 -17,49164,0.07,0.01,4251015415,6273,Yes,High School or below,Female,Yes,Single,56,\N,1,7,31,Others,383,KS,353,204,No,No,0.11,2352,784,0,2015,1 -17,49164,0.07,0.01,4251015415,6273,Yes,High School or below,Female,Yes,Single,56,\N,1,7,31,Others,383,KS,353,204,No,No,0.11,7117,711,0,2015,2 -20,104122,0.02,0.01,4251054460,6274,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,2,1,0,Others,59,FL,452,239,No,No,0.64,5934,659,0,2015,1 -20,104122,0.02,0.01,4251054460,6274,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,2,1,0,Others,59,FL,452,239,No,No,0.64,4861,972,0,2015,2 -50,215022,0,0.01,4251075519,6275,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,0,7,18,Technology Related Job,232,HI,149,4,No,No,0.09,6682,835,0,2015,1 -50,215022,0,0.01,4251075519,6275,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,0,7,18,Technology Related Job,232,HI,149,4,No,No,0.09,2826,706,0,2015,2 -52,19980,0.04,0.01,4251083844,6276,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,1,1,88,Technology Related Job,408,AZ,248,39,Yes,No,0.62,5880,735,0,2015,1 -52,19980,0.04,0.01,4251083844,6276,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,1,1,88,Technology Related Job,408,AZ,248,39,Yes,No,0.62,5819,831,0,2015,2 -52,19980,0.04,0.01,4251083844,6276,Yes,Bachelor or equivalent,Female,Yes,Single,56,\N,1,1,88,Technology Related Job,408,AZ,248,39,Yes,No,0.62,1243,1243,0,2015,3 -54,74937,0,0,4251012772,6277,Yes,Bachelor or equivalent,Female,No,Single,27,\N,2,3,57,Technology Related Job,84,VA,348,74,No,No,0.16,4181,597,0,2015,1 -54,74937,0,0,4251012772,6277,Yes,Bachelor or equivalent,Female,No,Single,27,\N,2,3,57,Technology Related Job,84,VA,348,74,No,No,0.16,907,302,0,2015,2 -70,72966,0.02,0.02,4251055177,6278,Yes,Master or equivalent,Female,No,Single,34,\N,0,0,98,Others,444,IL,351,184,No,No,0.37,3493,698,0,2015,1 -70,72966,0.02,0.02,4251055177,6278,Yes,Master or equivalent,Female,No,Single,34,\N,0,0,98,Others,444,IL,351,184,No,No,0.37,2514,628,0,2015,2 -72,127923,0.05,0.01,4251060068,6279,Yes,PhD or equivalent,Female,Yes,Married,5,\N,2,3,67,Technology Related Job,120,CA,450,219,No,No,0.9,4997,999,0,2015,1 -72,127923,0.05,0.01,4251060068,6279,Yes,PhD or equivalent,Female,Yes,Married,5,\N,2,3,67,Technology Related Job,120,CA,450,219,No,No,0.9,3217,643,0,2015,2 -75,182881,0.01,0.01,4251037748,6280,Yes,High School or below,Female,Yes,Married,96,\N,3,5,36,Technology Related Job,297,WV,50,4,No,No,0.43,2736,684,0,2015,1 -75,182881,0.01,0.01,4251037748,6280,Yes,High School or below,Female,Yes,Married,96,\N,3,5,36,Technology Related Job,297,WV,50,4,No,No,0.43,2302,1151,0,2015,2 -77,237838,0.04,0.01,4251072925,6281,Yes,High School or below,Male,Yes,Single,67,\N,0,7,6,Technology Related Job,473,SD,149,39,No,No,0.96,3525,881,0,2015,1 -77,237838,0.04,0.01,4251072925,6281,Yes,High School or below,Male,Yes,Single,67,\N,0,7,6,Technology Related Job,473,SD,149,39,No,No,0.96,5299,757,0,2015,2 -25,235867,0.07,0.02,4251086923,6282,Yes,High School or below,Female,Yes,Single,74,\N,3,4,46,Others,333,DE,152,149,No,No,0.17,3085,617,0,2015,1 -25,235867,0.07,0.02,4251086923,6282,Yes,High School or below,Female,Yes,Single,74,\N,3,4,46,Others,333,DE,152,149,No,No,0.17,2752,917,0,2015,2 -27,40825,0.02,0.02,4251022469,6283,Yes,High School or below,Male,Yes,Single,45,\N,0,6,15,Others,9,WY,252,184,No,No,0.7,7041,880,0,2015,1 -27,40825,0.02,0.02,4251022469,6283,Yes,High School or below,Male,Yes,Single,45,\N,0,6,15,Others,9,WY,252,184,No,No,0.7,4903,980,0,2015,2 -29,95782,0.06,0.01,4251010647,6284,Yes,High School or below,Male,No,Married,16,\N,1,1,85,Technology Related Job,186,TX,351,219,No,No,0.23,9073,756,0,2015,1 -29,95782,0.06,0.01,4251010647,6284,Yes,High School or below,Male,No,Married,16,\N,1,1,85,Technology Related Job,186,TX,351,219,No,No,0.23,4008,1002,0,2015,2 -31,150740,0.01,0.01,4251051762,6285,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,2,3,54,Technology Related Job,362,OH,450,4,No,No,0.76,4214,842,0,2015,1 -31,150740,0.01,0.01,4251051762,6285,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,2,3,54,Technology Related Job,362,OH,450,4,No,No,0.76,4072,814,0,2015,2 -31,150740,0.01,0.01,4251051762,6285,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,2,3,54,Technology Related Job,362,OH,450,4,No,No,0.76,105,105,0,2015,3 -47,148769,0.03,0.03,4251025201,6286,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,1,0,95,Others,222,AK,453,114,No,No,0.97,2645,529,0,2015,1 -47,148769,0.03,0.03,4251025201,6286,Yes,Bachelor or equivalent,Male,Yes,Married,114,\N,1,0,95,Others,222,AK,453,114,No,No,0.97,4778,597,0,2015,2 -49,203726,0.07,0.02,4251040205,6287,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,2,2,64,Others,398,VT,53,149,No,No,0.5,2986,995,0,2015,1 -49,203726,0.07,0.02,4251040205,6287,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,2,2,64,Others,398,VT,53,149,No,No,0.5,3314,662,0,2015,2 -49,203726,0.07,0.02,4251040205,6287,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,2,2,64,Others,398,VT,53,149,No,No,0.5,667,667,0,2015,3 -51,8683,0.03,0.02,4251087003,6288,Yes,Master or equivalent,Female,Yes,Married,56,\N,3,5,33,Others,74,PA,152,184,No,No,0.03,7600,844,1,2015,1 -51,8683,0.03,0.02,4251087003,6288,Yes,Master or equivalent,Female,Yes,Married,56,\N,3,5,33,Others,74,PA,152,184,No,No,0.03,1635,545,1,2015,2 -53,63641,0.06,0.01,4251008158,6289,Yes,Master or equivalent,Male,Yes,Single,27,\N,1,7,3,Technology Related Job,251,NJ,251,219,No,No,0.57,3943,657,0,2015,1 -53,63641,0.06,0.01,4251008158,6289,Yes,Master or equivalent,Male,Yes,Single,27,\N,1,7,3,Technology Related Job,251,NJ,251,219,No,No,0.57,1399,349,0,2015,2 -69,61670,0,0.03,4251087308,6290,Yes,High School or below,Female,Yes,Married,34,\N,3,4,43,Others,111,WA,255,79,No,No,0.78,4005,572,0,2015,1 -69,61670,0,0.03,4251087308,6290,Yes,High School or below,Female,Yes,Married,34,\N,3,4,43,Others,111,WA,255,79,No,No,0.78,3202,800,0,2015,2 -71,116627,0.04,0.03,4251011549,6291,Yes,High School or below,Male,Yes,Single,5,\N,0,6,13,Others,287,SC,354,114,No,No,0.31,3833,638,0,2015,1 -71,116627,0.04,0.03,4251011549,6291,Yes,High School or below,Male,Yes,Single,5,\N,0,6,13,Others,287,SC,354,114,No,No,0.31,4392,627,0,2015,2 -74,171585,0,0.02,4251029909,6292,Yes,High School or below,Male,Yes,Married,96,\N,2,1,82,Others,463,NY,453,149,No,Yes,0.84,6532,725,0,2015,1 -74,171585,0,0.02,4251029909,6292,Yes,High School or below,Male,Yes,Married,96,\N,2,1,82,Others,463,NY,453,149,No,Yes,0.84,1262,420,0,2015,2 -76,226542,0.03,0.02,4251099515,6293,Yes,High School or below,Female,Yes,Single,67,\N,3,3,51,Technology Related Job,139,MO,53,184,No,No,0.37,4420,736,0,2015,1 -76,226542,0.03,0.02,4251099515,6293,Yes,High School or below,Female,Yes,Single,67,\N,3,3,51,Technology Related Job,139,MO,53,184,No,No,0.37,7879,984,0,2015,2 -38,87443,0.01,0.02,4251075998,6294,Yes,High School or below,Male,Yes,Single,5,\N,0,0,70,Technology Related Job,312,NE,250,199,Yes,Yes,0.83,1712,428,0,2015,1 -38,87443,0.01,0.02,4251075998,6294,Yes,High School or below,Male,Yes,Single,5,\N,0,0,70,Technology Related Job,312,NE,250,199,Yes,Yes,0.83,5663,809,0,2015,2 -26,29529,0.01,0.03,4251033804,6295,Yes,Bachelor or equivalent,Female,No,Single,45,\N,3,2,61,Others,176,ND,155,79,No,No,0.11,968,322,0,2015,1 -26,29529,0.01,0.03,4251033804,6295,Yes,Bachelor or equivalent,Female,No,Single,45,\N,3,2,61,Others,176,ND,155,79,No,No,0.11,4019,669,0,2015,2 -28,84486,0.04,0.03,4251039461,6296,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,0,5,30,Others,352,NE,255,114,No,No,0.64,707,353,0,2015,1 -28,84486,0.04,0.03,4251039461,6296,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,0,5,30,Others,352,NE,255,114,No,No,0.64,3991,997,0,2015,2 -30,139444,0,0.02,4251075474,6297,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,1,7,0,Others,28,MD,354,149,No,No,0.17,2603,650,0,2015,1 -30,139444,0,0.02,4251075474,6297,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,1,7,0,Others,28,MD,354,149,No,No,0.17,3970,794,0,2015,2 -61,344,0.06,0.03,4251063136,6298,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,2,4,18,Technology Related Job,201,MA,51,164,No,No,0.63,4612,922,0,2015,1 -61,344,0.06,0.03,4251063136,6298,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,2,4,18,Technology Related Job,201,MA,51,164,No,No,0.63,4007,572,0,2015,2 -63,55301,0.02,0.02,4251027518,6299,Yes,Master or equivalent,Female,Yes,Married,15,\N,0,7,88,Technology Related Job,377,IN,150,199,No,No,0.16,3000,750,0,2015,1 -63,55301,0.02,0.02,4251027518,6299,Yes,Master or equivalent,Female,Yes,Married,15,\N,0,7,88,Technology Related Job,377,IN,150,199,No,No,0.16,5074,724,0,2015,2 -63,55301,0.02,0.02,4251027518,6299,Yes,Master or equivalent,Female,Yes,Married,15,\N,0,7,88,Technology Related Job,377,IN,150,199,No,No,0.16,52,52,0,2015,3 -50,247387,0.01,0.03,4251054322,6300,Yes,High School or below,Male,Yes,Married,56,\N,2,1,79,Others,241,MI,56,79,No,No,0.44,6981,775,0,2015,1 -50,247387,0.01,0.03,4251054322,6300,Yes,High School or below,Male,Yes,Married,56,\N,2,1,79,Others,241,MI,56,79,No,No,0.44,1736,578,0,2015,2 -53,52345,0.05,0.02,4251029563,6301,Yes,High School or below,Male,No,Single,27,\N,3,3,48,Others,417,IN,155,114,No,No,0.98,3764,537,0,2015,1 -53,52345,0.05,0.02,4251029563,6301,Yes,High School or below,Male,No,Single,27,\N,3,3,48,Others,417,IN,155,114,No,No,0.98,3407,681,0,2015,2 -15,163245,0.03,0.03,4251015840,6302,Yes,High School or below,Female,Yes,Single,84,\N,1,0,67,Technology Related Job,90,KS,352,129,No,No,0.43,4191,698,0,2015,1 -15,163245,0.03,0.03,4251015840,6302,Yes,High School or below,Female,Yes,Single,84,\N,1,0,67,Technology Related Job,90,KS,352,129,No,No,0.43,2926,975,0,2015,2 -15,163245,0.03,0.03,4251015840,6302,Yes,High School or below,Female,Yes,Single,84,\N,1,0,67,Technology Related Job,90,KS,352,129,No,No,0.43,584,584,0,2015,3 -17,218203,0.07,0.02,4251071842,6303,Yes,High School or below,Male,Yes,Married,55,\N,2,3,36,Technology Related Job,266,FL,452,164,No,No,0.96,3490,872,0,2015,1 -17,218203,0.07,0.02,4251071842,6303,Yes,High School or below,Male,Yes,Married,55,\N,2,3,36,Technology Related Job,266,FL,452,164,No,No,0.96,3354,670,0,2015,2 -19,23160,0.02,0.02,4251021264,6304,Yes,High School or below,Male,Yes,Single,26,\N,3,5,5,Technology Related Job,442,AL,51,199,No,No,0.49,4262,852,0,2015,1 -19,23160,0.02,0.02,4251021264,6304,Yes,High School or below,Male,Yes,Single,26,\N,3,5,5,Technology Related Job,442,AL,51,199,No,No,0.49,4214,1053,0,2015,2 -75,215246,0.02,0.03,4251087440,6305,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,1,7,97,Others,306,FL,457,79,No,No,0.78,6730,747,0,2015,1 -75,215246,0.02,0.03,4251087440,6305,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,1,7,97,Others,306,FL,457,79,No,No,0.78,3767,941,0,2015,2 -37,76146,0,0.03,4251038034,6306,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,3,4,15,Technology Related Job,479,HI,154,94,No,No,0.24,4837,806,0,2015,1 -37,76146,0,0.03,4251038034,6306,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,3,4,15,Technology Related Job,479,HI,154,94,No,No,0.24,3804,634,0,2015,2 -37,76146,0,0.03,4251038034,6306,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,3,4,15,Technology Related Job,479,HI,154,94,No,No,0.24,665,665,0,2015,3 -39,131104,0.04,0.03,4251085574,6307,Yes,Bachelor or equivalent,Female,No,Married,95,\N,0,6,85,Technology Related Job,155,AZ,253,129,No,No,0.77,5936,848,0,2015,1 -39,131104,0.04,0.03,4251085574,6307,Yes,Bachelor or equivalent,Female,No,Married,95,\N,0,6,85,Technology Related Job,155,AZ,253,129,No,No,0.77,5515,919,0,2015,2 -42,186061,0.07,0.02,4251043265,6308,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,1,1,54,Technology Related Job,331,VA,352,164,No,No,0.3,3384,676,0,2015,1 -42,186061,0.07,0.02,4251043265,6308,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,1,1,54,Technology Related Job,331,VA,352,164,No,No,0.3,4074,814,0,2015,2 -44,241019,0.03,0.02,4251072622,6309,Yes,Master or equivalent,Female,Yes,Married,37,\N,2,3,23,Technology Related Job,7,RI,452,199,No,No,0.83,3770,538,0,2015,1 -44,241019,0.03,0.02,4251072622,6309,Yes,Master or equivalent,Female,Yes,Married,37,\N,2,3,23,Technology Related Job,7,RI,452,199,No,No,0.83,3255,813,0,2015,2 -60,239048,0.05,0,4251020763,6310,Yes,PhD or equivalent,Female,Yes,Single,44,\N,1,0,64,Technology Related Job,367,CO,455,59,No,No,0.04,6890,765,0,2015,1 -60,239048,0.05,0,4251020763,6310,Yes,PhD or equivalent,Female,Yes,Single,44,\N,1,0,64,Technology Related Job,367,CO,455,59,No,No,0.04,3432,572,0,2015,2 -62,44005,0.01,0.03,4251051753,6311,Yes,High School or below,Female,Yes,Married,15,\N,2,2,33,Technology Related Job,44,WV,54,94,No,No,0.57,5296,662,0,2015,1 -62,44005,0.01,0.03,4251051753,6311,Yes,High School or below,Female,Yes,Married,15,\N,2,2,33,Technology Related Job,44,WV,54,94,No,No,0.57,3921,1307,0,2015,2 -64,98963,0.04,0.03,4251025950,6312,Yes,High School or below,Male,Yes,Single,106,\N,3,5,2,Technology Related Job,220,SD,153,129,No,No,0.1,6770,752,1,2015,1 -64,98963,0.04,0.03,4251025950,6312,Yes,High School or below,Male,Yes,Single,106,\N,3,5,2,Technology Related Job,220,SD,153,129,No,No,0.1,2937,489,1,2015,2 -66,153920,0,0.02,4251059021,6313,Yes,High School or below,Male,No,Single,77,\N,1,7,72,Technology Related Job,396,NC,253,164,No,No,0.63,4440,1110,0,2015,1 -66,153920,0,0.02,4251059021,6313,Yes,High School or below,Male,No,Single,77,\N,1,7,72,Technology Related Job,396,NC,253,164,No,No,0.63,5139,856,0,2015,2 -14,151949,0.02,0,4251079797,6314,Yes,High School or below,Male,No,Single,84,\N,3,4,12,Technology Related Job,256,WY,256,24,No,No,0.84,4065,813,0,2015,1 -14,151949,0.02,0,4251079797,6314,Yes,High School or below,Male,No,Single,84,\N,3,4,12,Technology Related Job,256,WY,256,24,No,No,0.84,1651,825,0,2015,2 -14,151949,0.02,0,4251079797,6314,Yes,High School or below,Male,No,Single,84,\N,3,4,12,Technology Related Job,256,WY,256,24,No,No,0.84,1596,798,0,2015,3 -16,206907,0.05,0,4251027867,6315,Yes,High School or below,Male,Yes,Married,55,\N,0,6,82,Technology Related Job,432,TX,355,59,No,No,0.37,3038,759,0,2015,1 -16,206907,0.05,0,4251027867,6315,Yes,High School or below,Male,Yes,Married,55,\N,0,6,82,Technology Related Job,432,TX,355,59,No,No,0.37,7536,837,0,2015,2 -18,11864,0.01,0.03,4251078415,6316,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,2,1,51,Technology Related Job,109,OK,455,94,No,No,0.9,1807,451,0,2015,1 -18,11864,0.01,0.03,4251078415,6316,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,2,1,51,Technology Related Job,109,OK,455,94,No,No,0.9,3561,890,0,2015,2 -21,66821,0.05,0.03,4251098689,6317,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,3,3,20,Technology Related Job,285,NV,54,129,No,No,0.43,2498,832,0,2015,1 -21,66821,0.05,0.03,4251098689,6317,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,3,3,20,Technology Related Job,285,NV,54,129,No,No,0.43,5697,633,0,2015,2 -23,121779,0,0.02,4251075323,6318,No,Bachelor or equivalent,Male,Yes,Married,88,\N,0,5,90,Technology Related Job,461,MA,153,164,No,No,0.97,3290,822,0,2015,1 -23,121779,0,0.02,4251075323,6318,No,Bachelor or equivalent,Male,Yes,Married,88,\N,0,5,90,Technology Related Job,461,MA,153,164,No,No,0.97,308,102,0,2015,2 -39,119808,0.02,0,4251072659,6319,Yes,Master or equivalent,Female,Yes,Single,95,\N,3,2,30,Technology Related Job,321,PA,157,24,No,Yes,0.18,2292,764,0,2015,1 -39,119808,0.02,0,4251072659,6319,Yes,Master or equivalent,Female,Yes,Single,95,\N,3,2,30,Technology Related Job,321,PA,157,24,No,Yes,0.18,4902,980,0,2015,2 -41,174765,0.06,0,4251058023,6320,Yes,Master or equivalent,Male,No,Married,66,\N,0,5,99,Technology Related Job,498,NJ,256,59,No,No,0.71,3908,781,0,2015,1 -41,174765,0.06,0,4251058023,6320,Yes,Master or equivalent,Male,No,Married,66,\N,0,5,99,Technology Related Job,498,NJ,256,59,No,No,0.71,474,237,0,2015,2 -43,229723,0.02,0.03,4251026910,6321,Yes,High School or below,Male,Yes,Single,37,\N,1,7,69,Technology Related Job,174,MN,355,94,No,No,0.24,2033,508,0,2015,1 -43,229723,0.02,0.03,4251026910,6321,Yes,High School or below,Male,Yes,Single,37,\N,1,7,69,Technology Related Job,174,MN,355,94,No,No,0.24,2869,956,0,2015,2 -45,34680,0.05,0.03,4251028390,6322,Yes,High School or below,Male,Yes,Married,8,\N,2,1,38,Technology Related Job,350,KS,455,129,No,No,0.77,2752,550,0,2015,1 -45,34680,0.05,0.03,4251028390,6322,Yes,High School or below,Male,Yes,Married,8,\N,2,1,38,Technology Related Job,350,KS,455,129,No,No,0.77,4772,681,0,2015,2 -45,34680,0.05,0.03,4251028390,6322,Yes,High School or below,Male,Yes,Married,8,\N,2,1,38,Technology Related Job,350,KS,455,129,No,No,0.77,362,362,0,2015,3 -61,32709,0.07,0,4251045943,6323,Yes,High School or below,Male,Yes,Single,15,\N,1,6,79,Others,210,NY,458,239,No,No,0.98,2073,518,0,2015,1 -61,32709,0.07,0,4251045943,6323,Yes,High School or below,Male,Yes,Single,15,\N,1,6,79,Others,210,NY,458,239,No,No,0.98,4295,859,0,2015,2 -63,87667,0.03,0,4251050223,6324,Yes,High School or below,Male,No,Married,106,\N,2,1,48,Technology Related Job,386,MO,57,24,No,No,0.51,3278,819,0,2015,1 -63,87667,0.03,0,4251050223,6324,Yes,High School or below,Male,No,Married,106,\N,2,1,48,Technology Related Job,386,MO,57,24,No,No,0.51,2861,953,0,2015,2 -65,142624,0.06,0,4251030195,6325,Yes,High School or below,Female,Yes,Single,77,\N,3,3,17,Technology Related Job,63,LA,157,59,No,No,0.04,5463,682,0,2015,1 -65,142624,0.06,0,4251030195,6325,Yes,High School or below,Female,Yes,Single,77,\N,3,3,17,Technology Related Job,63,LA,157,59,No,No,0.04,4094,682,0,2015,2 -67,197581,0.02,0.03,4251068651,6326,Yes,High School or below,Female,No,Married,47,\N,1,5,87,Technology Related Job,239,GA,256,94,No,No,0.57,2770,692,0,2015,1 -67,197581,0.02,0.03,4251068651,6326,Yes,High School or below,Female,No,Married,47,\N,1,5,87,Technology Related Job,239,GA,256,94,No,No,0.57,2492,415,0,2015,2 -70,2539,0.06,0.03,4251019765,6327,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,2,7,56,Technology Related Job,415,AZ,355,129,No,No,0.1,5795,965,0,2015,1 -70,2539,0.06,0.03,4251019765,6327,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,2,7,56,Technology Related Job,415,AZ,355,129,No,No,0.1,1836,918,0,2015,2 -17,568,0,0,4251076726,6328,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,0,4,96,Technology Related Job,275,MD,359,239,No,No,0.31,3498,874,0,2015,1 -17,568,0,0,4251076726,6328,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,0,4,96,Technology Related Job,275,MD,359,239,No,No,0.31,232,232,0,2015,2 -20,55525,0.03,0,4251052281,6329,Yes,Master or equivalent,Male,Yes,Single,117,\N,1,7,66,Technology Related Job,452,ID,458,24,No,No,0.84,5067,723,0,2015,1 -20,55525,0.03,0,4251052281,6329,Yes,Master or equivalent,Male,Yes,Single,117,\N,1,7,66,Technology Related Job,452,ID,458,24,No,No,0.84,1425,1425,0,2015,2 -22,110483,0.07,0,4251019427,6330,Yes,Master or equivalent,Male,No,Married,87,\N,3,1,35,Technology Related Job,128,CA,57,59,No,Yes,0.38,1957,978,0,2015,1 -22,110483,0.07,0,4251019427,6330,Yes,Master or equivalent,Male,No,Married,87,\N,3,1,35,Technology Related Job,128,CA,57,59,No,Yes,0.38,2054,410,0,2015,2 -24,165440,0.03,0.03,4251012175,6331,Yes,PhD or equivalent,Female,Yes,Single,58,\N,0,3,5,Technology Related Job,304,WV,157,94,No,No,0.91,2184,1092,0,2015,1 -24,165440,0.03,0.03,4251012175,6331,Yes,PhD or equivalent,Female,Yes,Single,58,\N,0,3,5,Technology Related Job,304,WV,157,94,No,No,0.91,4791,798,0,2015,2 -40,163469,0.05,0.01,4251086935,6332,Yes,High School or below,Male,Yes,Married,66,\N,2,0,45,Others,164,IN,160,204,No,No,0.12,3875,968,0,2015,1 -40,163469,0.05,0.01,4251086935,6332,Yes,High School or below,Male,Yes,Married,66,\N,2,0,45,Others,164,IN,160,204,No,No,0.12,2793,698,0,2015,2 -42,218427,0,0,4251071830,6333,Yes,High School or below,Female,Yes,Single,37,\N,0,3,14,Technology Related Job,340,CT,259,239,No,No,0.65,4092,1023,0,2015,1 -42,218427,0,0,4251071830,6333,Yes,High School or below,Female,Yes,Single,37,\N,0,3,14,Technology Related Job,340,CT,259,239,No,No,0.65,2048,682,0,2015,2 -44,23384,0.04,0,4251063445,6334,Yes,High School or below,Female,Yes,Married,7,\N,1,5,84,Technology Related Job,17,WY,359,24,Yes,No,0.18,6067,866,0,2015,1 -44,23384,0.04,0,4251063445,6334,Yes,High School or below,Female,Yes,Married,7,\N,1,5,84,Technology Related Job,17,WY,359,24,Yes,No,0.18,3917,652,0,2015,2 -46,78341,0.07,0.03,4251053627,6335,Yes,High School or below,Female,Yes,Single,98,\N,2,7,53,Technology Related Job,193,TN,458,59,No,No,0.71,1412,706,0,2015,1 -46,78341,0.07,0.03,4251053627,6335,Yes,High School or below,Female,Yes,Single,98,\N,2,7,53,Technology Related Job,193,TN,458,59,No,No,0.71,1833,458,0,2015,2 -48,133299,0.03,0.03,4251074653,6336,Yes,High School or below,Male,No,Married,69,\N,3,1,22,Technology Related Job,369,OH,57,94,No,No,0.24,1567,783,0,2015,1 -48,133299,0.03,0.03,4251074653,6336,Yes,High School or below,Male,No,Married,69,\N,3,1,22,Technology Related Job,369,OH,57,94,No,No,0.24,4227,845,0,2015,2 -64,131328,0.05,0.01,4251055176,6337,Yes,Bachelor or equivalent,Male,No,Single,77,\N,2,7,63,Others,229,AK,61,204,No,No,0.45,4189,698,1,2015,1 -64,131328,0.05,0.01,4251055176,6337,Yes,Bachelor or equivalent,Male,No,Single,77,\N,2,7,63,Others,229,AK,61,204,No,No,0.45,5866,733,1,2015,2 -67,186285,0.01,0,4251053251,6338,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,3,1,32,Technology Related Job,406,UT,160,239,No,No,0.98,3551,507,0,2015,1 -67,186285,0.01,0,4251053251,6338,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,3,1,32,Technology Related Job,406,UT,160,239,No,No,0.98,3614,1204,0,2015,2 -69,241243,0.04,0,4251063943,6339,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,0,3,2,Technology Related Job,82,OR,259,24,No,No,0.51,2008,502,0,2015,1 -69,241243,0.04,0,4251063943,6339,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,0,3,2,Technology Related Job,82,OR,259,24,No,No,0.51,1937,645,0,2015,2 -31,102143,0.03,0,4251091135,6340,Yes,Master or equivalent,Female,Yes,Single,76,\N,2,1,20,Non-technology Related Job,254,RI,456,39,No,No,0.97,2610,1305,0,2015,1 -31,102143,0.03,0,4251091135,6340,Yes,Master or equivalent,Female,Yes,Single,76,\N,2,1,20,Non-technology Related Job,254,RI,456,39,No,No,0.97,3234,646,0,2015,2 -33,157101,0.06,0,4251071979,6341,Yes,Master or equivalent,Male,Yes,Married,47,\N,3,3,89,Non-technology Related Job,430,NY,55,74,No,No,0.5,2174,543,1,2015,1 -33,157101,0.06,0,4251071979,6341,Yes,Master or equivalent,Male,Yes,Married,47,\N,3,3,89,Non-technology Related Job,430,NY,55,74,No,No,0.5,4050,810,1,2015,2 -21,99187,0.06,0.01,4251068741,6342,Yes,High School or below,Female,Yes,Married,87,\N,1,5,81,Others,294,RI,461,204,No,No,0.79,773,193,0,2015,1 -21,99187,0.06,0.01,4251068741,6342,Yes,High School or below,Female,Yes,Married,87,\N,1,5,81,Others,294,RI,461,204,No,No,0.79,4031,806,0,2015,2 -21,99187,0.06,0.01,4251068741,6342,Yes,High School or below,Female,Yes,Married,87,\N,1,5,81,Others,294,RI,461,204,No,No,0.79,739,739,0,2015,3 -23,154144,0.01,0,4251058483,6343,Yes,High School or below,Female,No,Single,58,\N,3,7,50,Technology Related Job,471,NY,61,239,No,No,0.32,1841,920,0,2015,1 -23,154144,0.01,0,4251058483,6343,Yes,High School or below,Female,No,Single,58,\N,3,7,50,Technology Related Job,471,NY,61,239,No,No,0.32,1938,323,0,2015,2 -53,15044,0.07,0.01,4251098759,6344,Yes,High School or below,Male,Yes,Single,116,\N,0,5,69,Technology Related Job,143,ND,257,4,No,No,0.77,3575,715,0,2015,1 -53,15044,0.07,0.01,4251098759,6344,Yes,High School or below,Male,Yes,Single,116,\N,0,5,69,Technology Related Job,143,ND,257,4,No,No,0.77,3556,592,0,2015,2 -56,70002,0.03,0,4251043661,6345,Yes,High School or below,Female,Yes,Married,87,\N,1,7,38,Non-technology Related Job,319,MT,357,39,No,No,0.3,2126,708,0,2015,1 -56,70002,0.03,0,4251043661,6345,Yes,High School or below,Female,Yes,Married,87,\N,1,7,38,Non-technology Related Job,319,MT,357,39,No,No,0.3,4082,680,0,2015,2 -58,124959,0.07,0,4251031991,6346,Yes,High School or below,Female,Yes,Married,58,\N,2,1,7,Non-technology Related Job,496,ME,456,74,No,No,0.83,1478,739,0,2015,1 -58,124959,0.07,0,4251031991,6346,Yes,High School or below,Female,Yes,Married,58,\N,2,1,7,Non-technology Related Job,496,ME,456,74,No,No,0.83,4158,693,0,2015,2 -58,124959,0.07,0,4251031991,6346,Yes,High School or below,Female,Yes,Married,58,\N,2,1,7,Non-technology Related Job,496,ME,456,74,No,No,0.83,313,313,0,2015,3 -45,67045,0.06,0.01,4251043264,6347,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,1,3,99,Technology Related Job,360,NE,362,204,No,No,0.12,3060,765,0,2015,1 -45,67045,0.06,0.01,4251043264,6347,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,1,3,99,Technology Related Job,360,NE,362,204,No,No,0.12,8963,814,0,2015,2 -48,122003,0.02,0,4251046434,6348,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,2,5,68,Technology Related Job,36,ME,461,239,No,No,0.65,6007,858,0,2015,1 -48,122003,0.02,0,4251046434,6348,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,2,5,68,Technology Related Job,36,ME,461,239,No,No,0.65,5780,963,0,2015,2 -78,232903,0,0.01,4251033229,6349,Yes,Bachelor or equivalent,Male,No,Single,7,\N,3,3,86,Technology Related Job,208,MA,158,4,No,No,0.11,7036,639,0,2015,1 -78,232903,0,0.01,4251033229,6349,Yes,Bachelor or equivalent,Male,No,Single,7,\N,3,3,86,Technology Related Job,208,MA,158,4,No,No,0.11,1655,551,0,2015,2 -12,37861,0.04,0,4251009580,6350,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,1,5,56,Non-technology Related Job,384,IN,257,39,No,No,0.64,5714,816,1,2015,1 -12,37861,0.04,0,4251009580,6350,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,1,5,56,Non-technology Related Job,384,IN,257,39,No,No,0.64,4460,743,1,2015,2 -14,92818,0.07,0,4251065413,6351,Yes,Master or equivalent,Male,Yes,Single,68,\N,2,7,25,Non-technology Related Job,61,CO,357,74,No,No,0.17,2937,734,1,2015,1 -14,92818,0.07,0,4251065413,6351,Yes,Master or equivalent,Male,Yes,Single,68,\N,2,7,25,Non-technology Related Job,61,CO,357,74,No,No,0.17,3482,580,1,2015,2 -70,34904,0.07,0.01,4251096791,6352,Yes,High School or below,Female,Yes,Single,109,\N,0,1,16,Technology Related Job,425,IN,262,204,No,Yes,0.45,2460,615,1,2015,1 -70,34904,0.07,0.01,4251096791,6352,Yes,High School or below,Female,Yes,Single,109,\N,0,1,16,Technology Related Job,425,IN,262,204,No,Yes,0.45,3672,734,1,2015,2 -70,34904,0.07,0.01,4251096791,6352,Yes,High School or below,Female,Yes,Single,109,\N,0,1,16,Technology Related Job,425,IN,262,204,No,Yes,0.45,995,995,1,2015,3 -32,145804,0.05,0.01,4251038278,6353,Yes,High School or below,Male,No,Single,47,\N,2,7,35,Technology Related Job,97,KS,459,219,No,No,0.91,3479,695,0,2015,1 -32,145804,0.05,0.01,4251038278,6353,Yes,High School or below,Male,No,Single,47,\N,2,7,35,Technology Related Job,97,KS,459,219,No,No,0.91,1590,530,0,2015,2 -34,200762,0.01,0.01,4251080951,6354,Yes,High School or below,Female,Yes,Married,18,\N,3,1,4,Non-technology Related Job,273,DE,59,4,No,No,0.44,2056,685,0,2015,1 -34,200762,0.01,0.01,4251080951,6354,Yes,High School or below,Female,Yes,Married,18,\N,3,1,4,Non-technology Related Job,273,DE,59,4,No,No,0.44,2653,530,0,2015,2 -34,200762,0.01,0.01,4251080951,6354,Yes,High School or below,Female,Yes,Married,18,\N,3,1,4,Non-technology Related Job,273,DE,59,4,No,No,0.44,67,67,0,2015,3 -37,5719,0.04,0,4251015356,6355,Yes,High School or below,Female,No,Single,108,\N,0,3,74,Non-technology Related Job,450,AL,158,39,Yes,No,0.97,1638,819,0,2015,1 -37,5719,0.04,0,4251015356,6355,Yes,High School or below,Female,No,Single,108,\N,0,3,74,Non-technology Related Job,450,AL,158,39,Yes,No,0.97,3254,1084,0,2015,2 -39,60677,0,0,4251098510,6356,Yes,High School or below,Male,Yes,Married,79,\N,1,5,43,Non-technology Related Job,126,UT,257,74,No,No,0.5,1991,663,0,2015,1 -39,60677,0,0,4251098510,6356,Yes,High School or below,Male,Yes,Married,79,\N,1,5,43,Non-technology Related Job,126,UT,257,74,No,No,0.5,4099,683,0,2015,2 -55,58706,0.02,0.01,4251049376,6357,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,0,3,83,Technology Related Job,486,GA,261,184,No,Yes,0.71,3578,715,0,2015,1 -55,58706,0.02,0.01,4251049376,6357,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,0,3,83,Technology Related Job,486,GA,261,184,No,Yes,0.71,2869,956,0,2015,2 -55,58706,0.02,0.01,4251049376,6357,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,0,3,83,Technology Related Job,486,GA,261,184,No,Yes,0.71,543,543,0,2015,3 -57,113663,0.05,0.01,4251085556,6358,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,1,5,53,Technology Related Job,162,AZ,360,219,No,No,0.24,2323,331,0,2015,1 -57,113663,0.05,0.01,4251085556,6358,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,1,5,53,Technology Related Job,162,AZ,360,219,No,No,0.24,4550,568,0,2015,2 -59,168621,0.01,0.01,4251064507,6359,Yes,Bachelor or equivalent,Male,No,Single,28,\N,2,7,22,Non-technology Related Job,338,VA,459,4,No,No,0.77,3326,831,0,2015,1 -59,168621,0.01,0.01,4251064507,6359,Yes,Bachelor or equivalent,Male,No,Single,28,\N,2,7,22,Non-technology Related Job,338,VA,459,4,No,No,0.77,7532,1076,0,2015,2 -61,223578,0.05,0,4251010364,6360,Yes,Bachelor or equivalent,Female,Yes,Married,119,\N,3,1,91,Non-technology Related Job,15,PA,59,39,No,No,0.31,951,317,1,2015,1 -61,223578,0.05,0,4251010364,6360,Yes,Bachelor or equivalent,Female,Yes,Married,119,\N,3,1,91,Non-technology Related Job,15,PA,59,39,No,No,0.31,2650,662,1,2015,2 -63,28536,0,0,4251092430,6361,Yes,Bachelor or equivalent,Female,No,Single,90,\N,1,3,61,Non-technology Related Job,191,NM,158,74,No,No,0.84,5578,929,0,2015,1 -63,28536,0,0,4251092430,6361,Yes,Bachelor or equivalent,Female,No,Single,90,\N,1,3,61,Non-technology Related Job,191,NM,158,74,No,No,0.84,6027,861,0,2015,2 -63,28536,0,0,4251092430,6361,Yes,Bachelor or equivalent,Female,No,Single,90,\N,1,3,61,Non-technology Related Job,191,NM,158,74,No,No,0.84,771,771,0,2015,3 -79,26565,0.02,0.01,4251089695,6362,Yes,PhD or equivalent,Female,Yes,Married,97,\N,3,1,1,Technology Related Job,51,WV,161,184,No,No,0.05,3453,690,0,2015,1 -79,26565,0.02,0.01,4251089695,6362,Yes,PhD or equivalent,Female,Yes,Married,97,\N,3,1,1,Technology Related Job,51,WV,161,184,No,No,0.05,3418,854,0,2015,2 -13,81522,0.06,0.01,4251093691,6363,Yes,High School or below,Female,Yes,Single,68,\N,0,3,71,Technology Related Job,227,SC,261,219,No,No,0.58,2852,950,1,2015,1 -13,81522,0.06,0.01,4251093691,6363,Yes,High School or below,Female,Yes,Single,68,\N,0,3,71,Technology Related Job,227,SC,261,219,No,No,0.58,3561,712,1,2015,2 -16,136479,0.02,0.01,4251080947,6364,Yes,High School or below,Female,Yes,Married,39,\N,2,5,40,Non-technology Related Job,404,NC,360,4,No,No,0.11,3600,900,0,2015,1 -16,136479,0.02,0.01,4251080947,6364,Yes,High School or below,Female,Yes,Married,39,\N,2,5,40,Non-technology Related Job,404,NC,360,4,No,No,0.11,2828,404,0,2015,2 -18,191437,0.05,0,4251042189,6365,Yes,High School or below,Male,No,Single,10,\N,3,7,9,Non-technology Related Job,80,MT,459,39,No,Yes,0.64,1326,1326,0,2015,1 -18,191437,0.05,0,4251042189,6365,Yes,High School or below,Male,No,Single,10,\N,3,7,9,Non-technology Related Job,80,MT,459,39,No,Yes,0.64,1244,248,0,2015,2 -34,189466,0.07,0.02,4251039522,6366,Yes,High School or below,Female,No,Married,17,\N,1,5,50,Technology Related Job,440,TX,463,148,No,No,0.85,3926,981,0,2015,1 -34,189466,0.07,0.02,4251039522,6366,Yes,High School or below,Female,No,Married,17,\N,1,5,50,Technology Related Job,440,TX,463,148,No,No,0.85,5228,1045,0,2015,2 -36,244423,0.03,0.01,4251051936,6367,Yes,High School or below,Male,Yes,Single,108,\N,3,7,19,Technology Related Job,116,OH,62,183,No,No,0.38,4753,792,0,2015,1 -36,244423,0.03,0.01,4251051936,6367,Yes,High School or below,Male,Yes,Single,108,\N,3,7,19,Technology Related Job,116,OH,62,183,No,No,0.38,3264,652,0,2015,2 -38,49381,0.06,0.01,4251021477,6368,Yes,Bachelor or equivalent,Male,Yes,Married,79,\N,0,1,88,Technology Related Job,292,NV,161,218,No,Yes,0.91,3440,860,0,2015,1 -38,49381,0.06,0.01,4251021477,6368,Yes,Bachelor or equivalent,Male,Yes,Married,79,\N,0,1,88,Technology Related Job,292,NV,161,218,No,Yes,0.91,7442,744,0,2015,2 -38,49381,0.06,0.01,4251021477,6368,Yes,Bachelor or equivalent,Male,Yes,Married,79,\N,0,1,88,Technology Related Job,292,NV,161,218,No,Yes,0.91,493,493,0,2015,3 -40,104338,0.02,0.01,4251060274,6369,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,1,3,58,Non-technology Related Job,469,MD,261,3,No,No,0.44,3629,907,0,2015,1 -40,104338,0.02,0.01,4251060274,6369,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,1,3,58,Non-technology Related Job,469,MD,261,3,No,No,0.44,2865,955,0,2015,2 -42,159296,0.06,0,4251013132,6370,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,2,5,27,Non-technology Related Job,145,IL,360,38,No,No,0.97,2673,534,0,2015,1 -42,159296,0.06,0,4251013132,6370,Yes,Bachelor or equivalent,Female,Yes,Married,21,\N,2,5,27,Non-technology Related Job,145,IL,360,38,No,No,0.97,3719,1239,0,2015,2 -58,157325,0,0.02,4251048807,6371,Yes,Master or equivalent,Female,Yes,Single,28,\N,1,3,68,Technology Related Job,5,NJ,363,148,No,No,0.18,1801,450,0,2015,1 -58,157325,0,0.02,4251048807,6371,Yes,Master or equivalent,Female,Yes,Single,28,\N,1,3,68,Technology Related Job,5,NJ,363,148,No,No,0.18,3806,761,0,2015,2 -60,212282,0.03,0.01,4251027384,6372,Yes,Master or equivalent,Female,No,Married,119,\N,2,5,37,Technology Related Job,181,MI,462,183,No,No,0.72,5132,733,0,2015,1 -60,212282,0.03,0.01,4251027384,6372,Yes,Master or equivalent,Female,No,Married,119,\N,2,5,37,Technology Related Job,181,MI,462,183,No,No,0.72,919,229,0,2015,2 -62,17239,0.07,0.01,4251086992,6373,Yes,High School or below,Male,Yes,Single,90,\N,3,7,6,Technology Related Job,358,IA,62,218,No,No,0.25,5677,946,0,2015,1 -62,17239,0.07,0.01,4251086992,6373,Yes,High School or below,Male,Yes,Single,90,\N,3,7,6,Technology Related Job,358,IA,62,218,No,No,0.25,1178,1178,0,2015,2 -65,72197,0.03,0,4251091023,6374,Yes,High School or below,Male,Yes,Single,61,\N,1,1,76,Non-technology Related Job,34,DE,161,3,No,No,0.78,5117,639,0,2015,1 -65,72197,0.03,0,4251091023,6374,Yes,High School or below,Male,Yes,Single,61,\N,1,1,76,Non-technology Related Job,34,DE,161,3,No,No,0.78,1330,665,0,2015,2 -65,72197,0.03,0,4251091023,6374,Yes,High School or below,Male,Yes,Single,61,\N,1,1,76,Non-technology Related Job,34,DE,161,3,No,No,0.78,832,832,0,2015,3 -12,70226,0.05,0.02,4251047886,6375,No,High School or below,Male,Yes,Single,68,\N,3,7,16,Technology Related Job,394,MO,164,113,No,No,0.99,3530,706,0,2015,1 -12,70226,0.05,0.02,4251047886,6375,No,High School or below,Male,Yes,Single,68,\N,3,7,16,Technology Related Job,394,MO,164,113,No,No,0.99,3306,551,0,2015,2 -15,125183,0,0.02,4251086279,6376,Yes,High School or below,Male,Yes,Married,39,\N,0,1,85,Technology Related Job,70,KY,264,148,No,No,0.52,3846,961,0,2015,1 -15,125183,0,0.02,4251086279,6376,Yes,High School or below,Male,Yes,Married,39,\N,0,1,85,Technology Related Job,70,KY,264,148,No,No,0.52,5012,835,0,2015,2 -17,180141,0.04,0.01,4251027957,6377,Yes,High School or below,Male,Yes,Married,10,\N,2,3,55,Technology Related Job,246,GA,363,183,No,No,0.05,3923,435,0,2015,1 -19,235098,0.07,0.01,4251090224,6378,Yes,High School or below,Female,No,Single,101,\N,3,5,24,Non-technology Related Job,423,AK,462,218,No,No,0.58,805,402,1,2015,1 -19,235098,0.07,0.01,4251090224,6378,Yes,High School or below,Female,No,Single,101,\N,3,5,24,Non-technology Related Job,423,AK,462,218,No,No,0.58,4600,1150,1,2015,2 -35,233127,0.02,0.02,4251030528,6379,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,3,65,Technology Related Job,283,ME,466,78,No,Yes,0.79,2825,706,0,2015,1 -35,233127,0.02,0.02,4251030528,6379,Yes,Bachelor or equivalent,Male,Yes,Single,108,\N,1,3,65,Technology Related Job,283,ME,466,78,No,Yes,0.79,779,155,0,2015,2 -37,38085,0.05,0.02,4251041617,6380,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,2,5,34,Technology Related Job,459,ID,65,113,No,No,0.32,2857,571,0,2015,1 -37,38085,0.05,0.02,4251041617,6380,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,2,5,34,Technology Related Job,459,ID,65,113,No,No,0.32,2389,796,0,2015,2 -39,93042,0.01,0.02,4251087294,6381,Yes,Master or equivalent,Female,Yes,Married,50,\N,0,7,3,Technology Related Job,135,CA,164,148,No,No,0.85,4208,701,0,2015,1 -39,93042,0.01,0.02,4251087294,6381,Yes,Master or equivalent,Female,Yes,Married,50,\N,0,7,3,Technology Related Job,135,CA,164,148,No,No,0.85,2648,529,0,2015,2 -41,147999,0.04,0.01,4251029830,6382,Yes,Master or equivalent,Male,Yes,Single,21,\N,1,1,73,Technology Related Job,312,WA,264,183,No,No,0.38,1589,397,0,2015,1 -41,147999,0.04,0.01,4251029830,6382,Yes,Master or equivalent,Male,Yes,Single,21,\N,1,1,73,Technology Related Job,312,WA,264,183,No,No,0.38,2248,749,0,2015,2 -44,202957,0,0.01,4251078984,6383,Yes,PhD or equivalent,Male,Yes,Married,111,\N,2,3,42,Non-technology Related Job,488,SC,363,218,No,No,0.91,2113,528,0,2015,1 -44,202957,0,0.01,4251078984,6383,Yes,PhD or equivalent,Male,Yes,Married,111,\N,2,3,42,Non-technology Related Job,488,SC,363,218,No,No,0.91,2321,580,0,2015,2 -59,200986,0.02,0.02,4251022936,6384,Yes,High School or below,Male,Yes,Single,119,\N,1,1,83,Technology Related Job,348,CT,366,78,No,No,0.13,2321,580,0,2015,1 -59,200986,0.02,0.02,4251022936,6384,Yes,High School or below,Male,Yes,Single,119,\N,1,1,83,Technology Related Job,348,CT,366,78,No,No,0.13,3311,662,0,2015,2 -62,5943,0.06,0.02,4251055609,6385,Yes,High School or below,Male,Yes,Married,90,\N,2,3,52,Technology Related Job,24,WI,466,113,No,No,0.66,6248,781,0,2015,1 -62,5943,0.06,0.02,4251055609,6385,Yes,High School or below,Male,Yes,Married,90,\N,2,3,52,Technology Related Job,24,WI,466,113,No,No,0.66,5193,741,0,2015,2 -64,60901,0.01,0.02,4251059224,6386,Yes,High School or below,Female,Yes,Single,60,\N,3,5,21,Technology Related Job,200,TN,65,148,Yes,No,0.19,5508,918,0,2015,1 -64,60901,0.01,0.02,4251059224,6386,Yes,High School or below,Female,Yes,Single,60,\N,3,5,21,Technology Related Job,200,TN,65,148,Yes,No,0.19,2204,551,0,2015,2 -66,115858,0.05,0.01,4251010710,6387,Yes,High School or below,Female,Yes,Married,31,\N,0,7,91,Technology Related Job,377,OH,164,183,No,No,0.72,3944,986,0,2015,1 -66,115858,0.05,0.01,4251010710,6387,Yes,High School or below,Female,Yes,Married,31,\N,0,7,91,Technology Related Job,377,OH,164,183,No,No,0.72,4756,951,0,2015,2 -28,226759,0.03,0.02,4251092935,6388,Yes,High School or below,Male,Yes,Married,89,\N,2,5,9,Non-technology Related Job,49,OK,361,198,No,No,0.17,3542,590,0,2015,1 -28,226759,0.03,0.02,4251092935,6388,Yes,High School or below,Male,Yes,Married,89,\N,2,5,9,Non-technology Related Job,49,OK,361,198,No,No,0.17,852,852,0,2015,2 -16,168845,0.03,0.02,4251076477,6389,Yes,Bachelor or equivalent,Female,No,Married,10,\N,0,7,0,Technology Related Job,413,UT,267,78,No,No,0.46,4703,671,0,2015,1 -16,168845,0.03,0.02,4251076477,6389,Yes,Bachelor or equivalent,Female,No,Married,10,\N,0,7,0,Technology Related Job,413,UT,267,78,No,No,0.46,3833,547,0,2015,2 -18,223802,0.06,0.02,4251064147,6390,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,1,1,70,Technology Related Job,89,OR,366,113,No,Yes,0.99,4858,539,0,2015,1 -18,223802,0.06,0.02,4251064147,6390,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,1,1,70,Technology Related Job,89,OR,366,113,No,Yes,0.99,426,426,0,2015,2 -20,28759,0.02,0.02,4251037732,6391,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,3,3,39,Technology Related Job,265,NH,466,148,No,No,0.52,1570,785,0,2015,1 -20,28759,0.02,0.02,4251037732,6391,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,3,3,39,Technology Related Job,265,NH,466,148,No,No,0.52,1334,667,0,2015,2 -51,139660,0,0.02,4251048109,6392,Yes,Master or equivalent,Female,Yes,Married,9,\N,0,1,58,Non-technology Related Job,438,NM,163,163,No,No,0.98,7812,781,0,2015,1 -51,139660,0,0.02,4251048109,6392,Yes,Master or equivalent,Female,Yes,Married,9,\N,0,1,58,Non-technology Related Job,438,NM,163,163,No,No,0.98,2489,829,0,2015,2 -53,194617,0.04,0.02,4251099207,6393,Yes,Master or equivalent,Female,Yes,Single,100,\N,1,3,27,Non-technology Related Job,114,MS,262,198,No,No,0.51,9049,822,0,2015,1 -53,194617,0.04,0.02,4251099207,6393,Yes,Master or equivalent,Female,Yes,Single,100,\N,1,3,27,Non-technology Related Job,114,MS,262,198,No,No,0.51,816,272,0,2015,2 -40,136703,0.03,0.02,4251018377,6394,Yes,High School or below,Male,Yes,Single,20,\N,0,5,18,Technology Related Job,478,NM,168,78,No,No,0.79,284,142,0,2015,1 -40,136703,0.03,0.02,4251018377,6394,Yes,High School or below,Male,Yes,Single,20,\N,0,5,18,Technology Related Job,478,NM,168,78,No,No,0.79,2135,711,0,2015,2 -40,136703,0.03,0.02,4251018377,6394,Yes,High School or below,Male,Yes,Single,20,\N,0,5,18,Technology Related Job,478,NM,168,78,No,No,0.79,154,154,0,2015,3 -43,191661,0.07,0.02,4251021151,6395,Yes,High School or below,Female,No,Married,111,\N,1,7,88,Technology Related Job,154,MS,267,113,No,No,0.33,484,484,0,2015,1 -43,191661,0.07,0.02,4251021151,6395,Yes,High School or below,Female,No,Married,111,\N,1,7,88,Technology Related Job,154,MS,267,113,No,No,0.33,3065,510,0,2015,2 -73,52561,0.05,0.02,4251056487,6396,Yes,High School or below,Male,Yes,Married,49,\N,2,5,6,Non-technology Related Job,327,MT,464,128,No,No,0.78,4225,1056,0,2015,1 -73,52561,0.05,0.02,4251056487,6396,Yes,High School or below,Male,Yes,Married,49,\N,2,5,6,Non-technology Related Job,327,MT,464,128,No,No,0.78,2757,689,0,2015,2 -75,107519,0,0.02,4251050355,6397,Yes,High School or below,Male,Yes,Single,20,\N,3,7,75,Non-technology Related Job,3,LA,63,163,No,No,0.31,3982,995,0,2015,1 -75,107519,0,0.02,4251050355,6397,Yes,High School or below,Male,Yes,Single,20,\N,3,7,75,Non-technology Related Job,3,LA,63,163,No,No,0.31,2964,741,0,2015,2 -77,162476,0.04,0.02,4251008961,6398,Yes,High School or below,Female,Yes,Married,111,\N,1,1,45,Non-technology Related Job,179,HI,163,198,No,No,0.84,7121,890,0,2015,1 -77,162476,0.04,0.02,4251008961,6398,Yes,High School or below,Female,Yes,Married,111,\N,1,1,45,Non-technology Related Job,179,HI,163,198,No,No,0.84,2985,746,0,2015,2 -77,162476,0.04,0.02,4251008961,6398,Yes,High School or below,Female,Yes,Married,111,\N,1,1,45,Non-technology Related Job,179,HI,163,198,No,No,0.84,1199,1199,0,2015,3 -65,104562,0.04,0.02,4251008340,6399,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,3,3,36,Technology Related Job,43,ME,68,78,No,No,0.13,3464,692,0,2015,1 -65,104562,0.04,0.02,4251008340,6399,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,3,3,36,Technology Related Job,43,ME,68,78,No,No,0.13,2213,737,0,2015,2 -65,104562,0.04,0.02,4251008340,6399,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,3,3,36,Technology Related Job,43,ME,68,78,No,No,0.13,2348,1174,0,2015,3 -67,159520,0.07,0.02,4251049813,6400,Yes,Bachelor or equivalent,Male,Yes,Single,2,\N,0,6,5,Technology Related Job,219,HI,168,113,No,No,0.66,3021,755,0,2015,1 -67,159520,0.07,0.02,4251049813,6400,Yes,Bachelor or equivalent,Male,Yes,Single,2,\N,0,6,5,Technology Related Job,219,HI,168,113,No,No,0.66,3515,703,0,2015,2 -30,20420,0.05,0.02,4251093608,6401,Yes,Bachelor or equivalent,Female,No,Single,60,\N,2,3,24,Non-technology Related Job,392,IL,364,128,No,No,0.12,1859,464,0,2015,1 -30,20420,0.05,0.02,4251093608,6401,Yes,Bachelor or equivalent,Female,No,Single,60,\N,2,3,24,Non-technology Related Job,392,IL,364,128,No,No,0.12,239,239,0,2015,2 -30,20420,0.05,0.02,4251093608,6401,Yes,Bachelor or equivalent,Female,No,Single,60,\N,2,3,24,Non-technology Related Job,392,IL,364,128,No,No,0.12,290,290,0,2015,3 -32,75377,0.01,0.02,4251059257,6402,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,3,5,93,Non-technology Related Job,68,CO,464,163,No,No,0.65,8912,990,0,2015,1 -32,75377,0.01,0.02,4251059257,6402,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,3,5,93,Non-technology Related Job,68,CO,464,163,No,No,0.65,3363,840,0,2015,2 -32,75377,0.01,0.02,4251059257,6402,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,3,5,93,Non-technology Related Job,68,CO,464,163,No,No,0.65,662,662,0,2015,3 -34,130335,0.05,0.02,4251043471,6403,Yes,Master or equivalent,Male,Yes,Single,2,\N,0,0,63,Non-technology Related Job,244,WV,63,198,No,Yes,0.18,1812,362,0,2015,1 -34,130335,0.05,0.02,4251043471,6403,Yes,Master or equivalent,Male,Yes,Single,2,\N,0,0,63,Non-technology Related Job,244,WV,63,198,No,Yes,0.18,5185,740,0,2015,2 -22,72421,0.04,0.02,4251074782,6404,Yes,High School or below,Female,Yes,Married,42,\N,3,1,54,Technology Related Job,108,CO,469,78,No,No,0.46,3096,1032,0,2015,1 -22,72421,0.04,0.02,4251074782,6404,Yes,High School or below,Female,Yes,Married,42,\N,3,1,54,Technology Related Job,108,CO,469,78,No,No,0.46,1123,374,0,2015,2 -52,183321,0.02,0.03,4251062284,6405,Yes,High School or below,Male,Yes,Single,100,\N,0,7,72,Non-technology Related Job,281,DE,166,93,No,No,0.92,2902,580,0,2015,1 -52,183321,0.02,0.03,4251062284,6405,Yes,High School or below,Male,Yes,Single,100,\N,0,7,72,Non-technology Related Job,281,DE,166,93,No,No,0.92,3564,712,0,2015,2 -54,238279,0.06,0.02,4251059047,6406,Yes,High School or below,Male,Yes,Married,71,\N,1,1,42,Non-technology Related Job,457,WY,265,128,No,Yes,0.45,3517,879,0,2015,1 -54,238279,0.06,0.02,4251059047,6406,Yes,High School or below,Male,Yes,Married,71,\N,1,1,42,Non-technology Related Job,457,WY,265,128,No,Yes,0.45,2842,947,0,2015,2 -56,43236,0.01,0.02,4251098512,6407,Yes,High School or below,Female,No,Married,41,\N,2,3,11,Non-technology Related Job,133,TX,364,163,No,No,0.98,3119,519,0,2015,1 -56,43236,0.01,0.02,4251098512,6407,Yes,High School or below,Female,No,Married,41,\N,2,3,11,Non-technology Related Job,133,TX,364,163,No,No,0.98,3478,695,0,2015,2 -56,43236,0.01,0.02,4251098512,6407,Yes,High School or below,Female,No,Married,41,\N,2,3,11,Non-technology Related Job,133,TX,364,163,No,No,0.98,247,247,0,2015,3 -58,98194,0.05,0.01,4251014484,6408,Yes,High School or below,Female,Yes,Single,12,\N,3,6,81,Non-technology Related Job,309,OK,464,198,No,No,0.51,4594,656,0,2015,1 -58,98194,0.05,0.01,4251014484,6408,Yes,High School or below,Female,Yes,Single,12,\N,3,6,81,Non-technology Related Job,309,OK,464,198,No,No,0.51,5642,806,0,2015,2 -74,96222,0.07,0.03,4251029621,6409,Yes,High School or below,Female,Yes,Single,20,\N,2,3,21,Non-technology Related Job,170,AZ,467,58,No,No,0.72,3672,918,0,2015,1 -74,96222,0.07,0.03,4251029621,6409,Yes,High School or below,Female,Yes,Single,20,\N,2,3,21,Non-technology Related Job,170,AZ,467,58,No,No,0.72,8032,1147,0,2015,2 -74,96222,0.07,0.03,4251029621,6409,Yes,High School or below,Female,Yes,Single,20,\N,2,3,21,Non-technology Related Job,170,AZ,467,58,No,No,0.72,715,715,0,2015,3 -76,151180,0.03,0.03,4251098042,6410,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,3,5,90,Non-technology Related Job,346,VT,66,93,No,No,0.25,4728,788,0,2015,1 -76,151180,0.03,0.03,4251098042,6410,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,3,5,90,Non-technology Related Job,346,VT,66,93,No,No,0.25,5264,877,0,2015,2 -79,206137,0.06,0.02,4251015760,6411,Yes,Bachelor or equivalent,Male,Yes,Married,81,\N,0,7,60,Non-technology Related Job,22,PA,166,128,No,No,0.78,4041,577,0,2015,1 -79,206137,0.06,0.02,4251015760,6411,Yes,Bachelor or equivalent,Male,Yes,Married,81,\N,0,7,60,Non-technology Related Job,22,PA,166,128,No,No,0.78,5014,1002,0,2015,2 -13,11095,0.02,0.02,4251055903,6412,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,2,2,29,Non-technology Related Job,198,NJ,265,163,No,No,0.31,842,421,0,2015,1 -13,11095,0.02,0.02,4251055903,6412,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,2,2,29,Non-technology Related Job,198,NJ,265,163,No,No,0.31,8184,909,0,2015,2 -29,9124,0.04,0.03,4251065003,6413,Yes,Master or equivalent,Male,Yes,Married,60,\N,0,7,69,Non-technology Related Job,58,WA,268,23,Yes,No,0.53,2497,499,1,2015,1 -29,9124,0.04,0.03,4251065003,6413,Yes,Master or equivalent,Male,Yes,Married,60,\N,0,7,69,Non-technology Related Job,58,WA,268,23,Yes,No,0.53,1567,783,1,2015,2 -29,9124,0.04,0.03,4251065003,6413,Yes,Master or equivalent,Male,Yes,Married,60,\N,0,7,69,Non-technology Related Job,58,WA,268,23,Yes,No,0.53,596,596,1,2015,3 -31,64081,0,0.03,4251050959,6414,Yes,PhD or equivalent,Male,No,Single,31,\N,1,1,39,Non-technology Related Job,235,SC,368,58,No,No,0.06,2615,871,0,2015,1 -31,64081,0,0.03,4251050959,6414,Yes,PhD or equivalent,Male,No,Single,31,\N,1,1,39,Non-technology Related Job,235,SC,368,58,No,No,0.06,4225,704,0,2015,2 -33,119039,0.03,0.03,4251051563,6415,Yes,High School or below,Female,Yes,Married,1,\N,3,3,8,Non-technology Related Job,411,NC,467,93,No,No,0.59,1195,597,0,2015,1 -33,119039,0.03,0.03,4251051563,6415,Yes,High School or below,Female,Yes,Married,1,\N,3,3,8,Non-technology Related Job,411,NC,467,93,No,No,0.59,3446,689,0,2015,2 -35,173996,0.07,0.02,4251090430,6416,Yes,High School or below,Female,Yes,Single,92,\N,0,6,78,Non-technology Related Job,87,MO,66,128,Yes,No,0.12,3867,552,0,2015,1 -35,173996,0.07,0.02,4251090430,6416,Yes,High School or below,Female,Yes,Single,92,\N,0,6,78,Non-technology Related Job,87,MO,66,128,Yes,No,0.12,2541,635,0,2015,2 -51,172025,0.01,0,4251020371,6417,Yes,High School or below,Female,Yes,Married,100,\N,2,3,18,Technology Related Job,447,TN,70,238,No,Yes,0.33,3718,743,0,2015,1 -51,172025,0.01,0,4251020371,6417,Yes,High School or below,Female,Yes,Married,100,\N,2,3,18,Technology Related Job,447,TN,70,238,No,Yes,0.33,3562,1187,0,2015,2 -53,226983,0.05,0.03,4251012028,6418,Yes,High School or below,Female,No,Single,71,\N,0,5,87,Non-technology Related Job,124,OH,169,23,No,No,0.86,4699,671,0,2015,1 -53,226983,0.05,0.03,4251012028,6418,Yes,High School or below,Female,No,Single,71,\N,0,5,87,Non-technology Related Job,124,OH,169,23,No,No,0.86,4954,825,0,2015,2 -55,31940,0,0.03,4251068869,6419,Yes,High School or below,Female,Yes,Married,41,\N,1,7,57,Non-technology Related Job,300,NE,268,58,No,No,0.39,5201,1040,0,2015,1 -55,31940,0,0.03,4251068869,6419,Yes,High School or below,Female,Yes,Married,41,\N,1,7,57,Non-technology Related Job,300,NE,268,58,No,No,0.39,6121,680,0,2015,2 -57,86897,0.04,0.03,4251075837,6420,Yes,Bachelor or equivalent,Male,No,Single,12,\N,2,2,26,Non-technology Related Job,476,MD,368,93,No,No,0.92,4505,500,0,2015,1 -57,86897,0.04,0.03,4251075837,6420,Yes,Bachelor or equivalent,Male,No,Single,12,\N,2,2,26,Non-technology Related Job,476,MD,368,93,No,No,0.92,2876,479,0,2015,2 -73,84926,0.06,0,4251078040,6421,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,1,7,66,Technology Related Job,336,OR,371,203,No,No,0.13,2227,556,0,2015,1 -73,84926,0.06,0,4251078040,6421,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,1,7,66,Technology Related Job,336,OR,371,203,No,No,0.13,3226,806,0,2015,2 -76,139884,0.01,0,4251083123,6422,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,2,1,36,Technology Related Job,12,NH,470,238,No,No,0.66,4473,894,0,2015,1 -76,139884,0.01,0,4251083123,6422,Yes,Bachelor or equivalent,Male,Yes,Single,110,\N,2,1,36,Technology Related Job,12,NH,470,238,No,No,0.66,2383,340,0,2015,2 -78,194841,0.05,0.03,4251080348,6423,Yes,Master or equivalent,Male,Yes,Married,81,\N,3,3,5,Non-technology Related Job,189,MI,70,23,No,No,0.19,3707,741,0,2015,1 -78,194841,0.05,0.03,4251080348,6423,Yes,Master or equivalent,Male,Yes,Married,81,\N,3,3,5,Non-technology Related Job,189,MI,70,23,No,No,0.19,1980,990,0,2015,2 -12,249799,0.01,0.03,4251091335,6424,Yes,Master or equivalent,Female,No,Single,52,\N,0,5,75,Non-technology Related Job,365,IA,169,58,No,No,0.72,5485,609,0,2015,1 -12,249799,0.01,0.03,4251091335,6424,Yes,Master or equivalent,Female,No,Single,52,\N,0,5,75,Non-technology Related Job,365,IA,169,58,No,No,0.72,4523,904,0,2015,2 -14,54756,0.04,0.03,4251021738,6425,Yes,PhD or equivalent,Female,Yes,Married,23,\N,2,0,44,Non-technology Related Job,41,CT,268,93,No,No,0.26,3893,648,0,2015,1 -14,54756,0.04,0.03,4251021738,6425,Yes,PhD or equivalent,Female,Yes,Married,23,\N,2,0,44,Non-technology Related Job,41,CT,268,93,No,No,0.26,3976,994,0,2015,2 -30,52785,0.06,0,4251041816,6426,Yes,High School or below,Female,Yes,Single,30,\N,0,5,84,Technology Related Job,401,MS,272,203,No,No,0.47,1804,601,0,2015,1 -30,52785,0.06,0,4251041816,6426,Yes,High School or below,Female,Yes,Single,30,\N,0,5,84,Technology Related Job,401,MS,272,203,No,No,0.47,2952,738,0,2015,2 -32,107743,0.02,0,4251062747,6427,Yes,High School or below,Female,Yes,Married,1,\N,1,7,54,Technology Related Job,78,KY,371,238,No,No,0,3177,529,0,2015,1 -32,107743,0.02,0,4251062747,6427,Yes,High School or below,Female,Yes,Married,1,\N,1,7,54,Technology Related Job,78,KY,371,238,No,No,0,5587,620,0,2015,2 -34,162700,0.06,0.03,4251054821,6428,Yes,High School or below,Male,Yes,Single,92,\N,3,1,23,Non-technology Related Job,254,FL,470,23,No,Yes,0.53,2020,505,0,2015,1 -34,162700,0.06,0.03,4251054821,6428,Yes,High School or below,Male,Yes,Single,92,\N,3,1,23,Non-technology Related Job,254,FL,470,23,No,Yes,0.53,3115,623,0,2015,2 -36,217657,0.01,0.03,4251062208,6429,Yes,High School or below,Male,Yes,Married,63,\N,0,4,92,Non-technology Related Job,430,AK,70,58,No,No,0.06,5285,880,0,2015,1 -36,217657,0.01,0.03,4251062208,6429,Yes,High School or below,Male,Yes,Married,63,\N,0,4,92,Non-technology Related Job,430,AK,70,58,No,No,0.06,4975,829,0,2015,2 -67,78558,0.07,0.03,4251069695,6430,Yes,High School or below,Female,No,Married,1,\N,1,1,11,Others,102,AR,266,73,No,Yes,0.52,4620,924,0,2015,1 -67,78558,0.07,0.03,4251069695,6430,Yes,High School or below,Female,No,Married,1,\N,1,1,11,Others,102,AR,266,73,No,Yes,0.52,5950,850,0,2015,2 -67,78558,0.07,0.03,4251069695,6430,Yes,High School or below,Female,No,Married,1,\N,1,1,11,Others,102,AR,266,73,No,Yes,0.52,1032,1032,0,2015,3 -54,20644,0.07,0,4251014626,6431,Yes,Bachelor or equivalent,Male,No,Married,41,\N,3,3,2,Technology Related Job,466,HI,172,203,No,No,0.8,1638,409,0,2015,1 -54,20644,0.07,0,4251014626,6431,Yes,Bachelor or equivalent,Male,No,Married,41,\N,3,3,2,Technology Related Job,466,HI,172,203,No,No,0.8,4561,912,0,2015,2 -57,75601,0.02,0,4251030403,6432,No,Bachelor or equivalent,Male,Yes,Single,12,\N,1,5,72,Non-technology Related Job,143,AR,271,238,No,No,0.33,2265,755,0,2015,1 -57,75601,0.02,0,4251030403,6432,No,Bachelor or equivalent,Male,Yes,Single,12,\N,1,5,72,Non-technology Related Job,143,AR,271,238,No,No,0.33,1626,542,0,2015,2 -59,130559,0.06,0.03,4251066107,6433,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,2,0,41,Non-technology Related Job,319,WA,371,23,No,No,0.86,1235,617,0,2015,1 -59,130559,0.06,0.03,4251066107,6433,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,2,0,41,Non-technology Related Job,319,WA,371,23,No,No,0.86,2031,677,0,2015,2 -21,241459,0.04,0,4251040099,6434,Yes,Master or equivalent,Male,Yes,Married,41,\N,3,5,59,Non-technology Related Job,491,WI,68,38,Yes,No,0.32,2613,522,1,2015,1 -21,241459,0.04,0,4251040099,6434,Yes,Master or equivalent,Male,Yes,Married,41,\N,3,5,59,Non-technology Related Job,491,WI,68,38,Yes,No,0.32,2898,483,1,2015,2 -23,46417,0,0.03,4251099290,6435,Yes,Master or equivalent,Male,Yes,Single,12,\N,0,7,29,Others,168,SD,167,73,No,No,0.85,4788,798,0,2015,1 -23,46417,0,0.03,4251099290,6435,Yes,Master or equivalent,Male,Yes,Single,12,\N,0,7,29,Others,168,SD,167,73,No,No,0.85,2101,420,0,2015,2 -79,238503,0.07,0,4251018998,6436,Yes,High School or below,Female,Yes,Single,52,\N,3,1,20,Technology Related Job,32,WI,73,203,No,No,0.13,2459,614,0,2015,1 -79,238503,0.07,0,4251018998,6436,Yes,High School or below,Female,Yes,Single,52,\N,3,1,20,Technology Related Job,32,WI,73,203,No,No,0.13,2254,563,0,2015,2 -13,43460,0.03,0,4251073134,6437,Yes,High School or below,Male,No,Single,23,\N,0,4,89,Non-technology Related Job,208,SD,172,238,No,No,0.67,1746,582,0,2015,1 -13,43460,0.03,0,4251073134,6437,Yes,High School or below,Male,No,Single,23,\N,0,4,89,Non-technology Related Job,208,SD,172,238,No,No,0.67,3898,487,0,2015,2 -15,98417,0.07,0.03,4251084527,6438,Yes,High School or below,Male,Yes,Married,114,\N,1,6,59,Non-technology Related Job,384,ND,271,23,No,No,0.2,6425,713,0,2015,1 -15,98417,0.07,0.03,4251084527,6438,Yes,High School or below,Male,Yes,Married,114,\N,1,6,59,Non-technology Related Job,384,ND,271,23,No,No,0.2,483,483,0,2015,2 -46,209318,0.05,0,4251018523,6439,Yes,High School or below,Female,Yes,Single,52,\N,3,3,77,Others,56,OK,468,38,No,No,0.65,4839,967,0,2015,1 -46,209318,0.05,0,4251018523,6439,Yes,High School or below,Female,Yes,Single,52,\N,3,3,77,Others,56,OK,468,38,No,No,0.65,3590,718,0,2015,2 -46,209318,0.05,0,4251018523,6439,Yes,High School or below,Female,Yes,Single,52,\N,3,3,77,Others,56,OK,468,38,No,No,0.65,1091,1091,0,2015,3 -48,14275,0,0.03,4251034916,6440,Yes,High School or below,Male,Yes,Single,22,\N,0,6,47,Others,233,NH,68,73,No,No,0.18,4231,846,0,2015,1 -48,14275,0,0.03,4251034916,6440,Yes,High School or below,Male,Yes,Single,22,\N,0,6,47,Others,233,NH,68,73,No,No,0.18,2421,605,0,2015,2 -35,206361,0,0,4251079338,6441,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,2,0,38,Technology Related Job,97,OK,473,203,No,No,0.47,5062,843,0,2015,1 -35,206361,0,0,4251079338,6441,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,2,0,38,Technology Related Job,97,OK,473,203,No,No,0.47,1666,555,0,2015,2 -38,11319,0.03,0,4251087283,6442,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,0,2,7,Non-technology Related Job,273,NH,73,238,No,No,0,2113,1056,0,2015,1 -38,11319,0.03,0,4251087283,6442,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,0,2,7,Non-technology Related Job,273,NH,73,238,No,No,0,2363,787,0,2015,2 -68,122219,0.02,0,4251100194,6443,Yes,Bachelor or equivalent,Male,No,Married,91,\N,1,7,26,Non-technology Related Job,445,NM,270,3,No,No,0.46,4720,786,0,2015,1 -68,122219,0.02,0,4251100194,6443,Yes,Bachelor or equivalent,Male,No,Married,91,\N,1,7,26,Non-technology Related Job,445,NM,270,3,No,No,0.46,4170,834,0,2015,2 -70,177177,0.05,0,4251047779,6444,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,2,2,95,Others,122,MN,369,38,No,Yes,0.99,3253,650,0,2015,1 -70,177177,0.05,0,4251047779,6444,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,2,2,95,Others,122,MN,369,38,No,Yes,0.99,5179,1035,0,2015,2 -70,177177,0.05,0,4251047779,6444,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,2,2,95,Others,122,MN,369,38,No,Yes,0.99,151,151,0,2015,3 -72,232134,0.01,0.03,4251095052,6445,Yes,Master or equivalent,Female,Yes,Married,33,\N,3,4,64,Others,298,KS,468,73,No,No,0.52,3261,652,0,2015,1 -72,232134,0.01,0.03,4251095052,6445,Yes,Master or equivalent,Female,Yes,Married,33,\N,3,4,64,Others,298,KS,468,73,No,No,0.52,5131,855,0,2015,2 -60,174220,0,0,4251020787,6446,Yes,High School or below,Male,Yes,Married,73,\N,2,6,56,Technology Related Job,162,MS,374,203,No,No,0.8,3863,965,0,2015,1 -60,174220,0,0,4251020787,6446,Yes,High School or below,Male,Yes,Married,73,\N,2,6,56,Technology Related Job,162,MS,374,203,No,No,0.8,6685,742,0,2015,2 -22,35120,0.07,0,4251034827,6447,Yes,High School or below,Female,No,Married,11,\N,3,3,74,Non-technology Related Job,334,MO,71,218,No,No,0.26,3453,863,0,2015,1 -22,35120,0.07,0,4251034827,6447,Yes,High School or below,Female,No,Married,11,\N,3,3,74,Non-technology Related Job,334,MO,71,218,No,No,0.26,1761,880,0,2015,2 -25,90078,0.02,0,4251011840,6448,Yes,High School or below,Female,Yes,Single,102,\N,0,5,44,Non-technology Related Job,10,LA,170,3,No,No,0.79,4936,617,0,2015,1 -25,90078,0.02,0,4251011840,6448,Yes,High School or below,Female,Yes,Single,102,\N,0,5,44,Non-technology Related Job,10,LA,170,3,No,No,0.79,5263,877,0,2015,2 -27,145035,0.06,0,4251043690,6449,Yes,High School or below,Male,No,Married,73,\N,2,0,13,Others,187,HI,270,38,No,No,0.32,1425,712,0,2015,1 -27,145035,0.06,0,4251043690,6449,Yes,High School or below,Male,No,Married,73,\N,2,0,13,Others,187,HI,270,38,No,No,0.32,5801,725,0,2015,2 -29,199993,0.01,0.03,4251035289,6450,Yes,High School or below,Male,Yes,Single,44,\N,3,2,82,Others,363,AZ,369,73,No,No,0.85,4359,871,0,2015,1 -29,199993,0.01,0.03,4251035289,6450,Yes,High School or below,Male,Yes,Single,44,\N,3,2,82,Others,363,AZ,369,73,No,No,0.85,8002,800,0,2015,2 -17,142079,0.01,0,4251082860,6451,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,4,74,Technology Related Job,227,HI,275,203,No,No,0.14,6529,816,0,2015,1 -17,142079,0.01,0,4251082860,6451,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,4,74,Technology Related Job,227,HI,275,203,No,No,0.14,4968,828,0,2015,2 -17,142079,0.01,0,4251082860,6451,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,4,74,Technology Related Job,227,HI,275,203,No,No,0.14,117,117,0,2015,3 -47,2979,0.07,0,4251086904,6452,No,Bachelor or equivalent,Male,Yes,Single,22,\N,3,1,92,Non-technology Related Job,399,IL,472,218,No,No,0.59,6319,902,0,2015,1 -47,2979,0.07,0,4251086904,6452,No,Bachelor or equivalent,Male,Yes,Single,22,\N,3,1,92,Non-technology Related Job,399,IL,472,218,No,No,0.59,6908,986,0,2015,2 -49,57937,0.03,0,4251053979,6453,Yes,Bachelor or equivalent,Female,No,Married,113,\N,0,4,61,Non-technology Related Job,76,CA,71,3,No,No,0.12,2499,499,0,2015,1 -49,57937,0.03,0,4251053979,6453,Yes,Bachelor or equivalent,Female,No,Married,113,\N,0,4,61,Non-technology Related Job,76,CA,71,3,No,No,0.12,2956,591,0,2015,2 -51,112894,0.06,0,4251015456,6454,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,6,31,Others,252,WV,170,38,No,No,0.66,2869,478,0,2015,1 -51,112894,0.06,0,4251015456,6454,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,6,31,Others,252,WV,170,38,No,No,0.66,4689,521,0,2015,2 -53,167852,0.02,0.03,4251090716,6455,Yes,Master or equivalent,Female,No,Married,55,\N,2,0,0,Others,428,SD,270,73,No,No,0.19,4622,924,0,2015,1 -53,167852,0.02,0.03,4251090716,6455,Yes,Master or equivalent,Female,No,Married,55,\N,2,0,0,Others,428,SD,270,73,No,No,0.19,10478,873,0,2015,2 -69,165880,0.04,0.01,4251070002,6456,Yes,PhD or equivalent,Female,Yes,Single,62,\N,1,5,41,Non-technology Related Job,288,CT,273,183,No,No,0.4,3993,443,0,2015,1 -69,165880,0.04,0.01,4251070002,6456,Yes,PhD or equivalent,Female,Yes,Single,62,\N,1,5,41,Non-technology Related Job,288,CT,273,183,No,No,0.4,5807,967,0,2015,2 -71,220838,0,0,4251065624,6457,Yes,High School or below,Male,Yes,Married,33,\N,2,0,10,Non-technology Related Job,464,WY,372,218,No,No,0.93,6854,623,0,2015,1 -71,220838,0,0,4251065624,6457,Yes,High School or below,Male,Yes,Married,33,\N,2,0,10,Non-technology Related Job,464,WY,372,218,No,No,0.93,2755,918,0,2015,2 -74,25795,0.03,0,4251033597,6458,Yes,High School or below,Male,Yes,Single,4,\N,3,2,79,Non-technology Related Job,141,TX,472,3,No,No,0.46,4880,976,0,2015,1 -74,25795,0.03,0,4251033597,6458,Yes,High School or below,Male,Yes,Single,4,\N,3,2,79,Non-technology Related Job,141,TX,472,3,No,No,0.46,7555,839,0,2015,2 -76,80753,0.07,0,4251042783,6459,Yes,High School or below,Male,No,Married,95,\N,0,4,49,Others,317,OH,71,38,No,No,0.99,2457,819,0,2015,1 -76,80753,0.07,0,4251042783,6459,Yes,High School or below,Male,No,Married,95,\N,0,4,49,Others,317,OH,71,38,No,No,0.99,2920,730,0,2015,2 -24,78782,0.01,0.01,4251028758,6460,Yes,High School or below,Male,No,Single,102,\N,3,1,89,Non-technology Related Job,177,AK,74,148,No,No,0.2,4770,681,0,2015,1 -24,78782,0.01,0.01,4251028758,6460,Yes,High School or below,Male,No,Single,102,\N,3,1,89,Non-technology Related Job,177,AK,74,148,No,No,0.2,1522,507,0,2015,2 -26,133739,0.05,0.01,4251067544,6461,Yes,High School or below,Male,Yes,Married,73,\N,0,4,58,Non-technology Related Job,353,VT,173,183,No,No,0.73,3645,911,0,2015,1 -26,133739,0.05,0.01,4251067544,6461,Yes,High School or below,Male,Yes,Married,73,\N,0,4,58,Non-technology Related Job,353,VT,173,183,No,No,0.73,3003,600,0,2015,2 -28,188697,0,0,4251057298,6462,Yes,Bachelor or equivalent,Female,Yes,Single,44,\N,1,6,28,Non-technology Related Job,30,OR,273,218,No,No,0.26,479,479,0,2015,1 -28,188697,0,0,4251057298,6462,Yes,Bachelor or equivalent,Female,Yes,Single,44,\N,1,6,28,Non-technology Related Job,30,OR,273,218,No,No,0.26,1287,643,0,2015,2 -30,243654,0.04,0,4251091221,6463,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,3,0,97,Others,206,NJ,372,3,No,No,0.79,6489,721,0,2015,1 -30,243654,0.04,0,4251091221,6463,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,3,0,97,Others,206,NJ,372,3,No,No,0.79,3202,800,0,2015,2 -46,241683,0.06,0.02,4251099057,6464,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,1,5,38,Non-technology Related Job,66,WA,375,113,No,No,0,3017,1005,0,2015,1 -46,241683,0.06,0.02,4251099057,6464,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,1,5,38,Non-technology Related Job,66,WA,375,113,No,No,0,4619,923,0,2015,2 -48,46641,0.01,0.01,4251085008,6465,Yes,Master or equivalent,Female,Yes,Married,113,\N,2,0,7,Non-technology Related Job,242,SC,475,148,Yes,No,0.53,1043,521,0,2015,1 -48,46641,0.01,0.01,4251085008,6465,Yes,Master or equivalent,Female,Yes,Married,113,\N,2,0,7,Non-technology Related Job,242,SC,475,148,Yes,No,0.53,4718,1179,0,2015,2 -50,101598,0.05,0.01,4251083485,6466,Yes,Master or equivalent,Male,No,Single,84,\N,0,2,76,Non-technology Related Job,418,NY,74,183,No,Yes,0.07,5356,892,0,2015,1 -50,101598,0.05,0.01,4251083485,6466,Yes,Master or equivalent,Male,No,Single,84,\N,0,2,76,Non-technology Related Job,418,NY,74,183,No,Yes,0.07,2835,945,0,2015,2 -53,156555,0.01,0,4251014657,6467,Yes,High School or below,Male,Yes,Single,54,\N,1,4,46,Non-technology Related Job,95,MO,173,218,No,No,0.6,3163,632,1,2015,1 -53,156555,0.01,0,4251014657,6467,Yes,High School or below,Male,Yes,Single,54,\N,1,4,46,Non-technology Related Job,95,MO,173,218,No,No,0.6,3676,919,1,2015,2 -68,154584,0.03,0.02,4251015539,6468,Yes,High School or below,Male,Yes,Single,62,\N,3,1,86,Non-technology Related Job,455,TN,177,78,No,No,0.81,2998,749,0,2015,1 -68,154584,0.03,0.02,4251015539,6468,Yes,High School or below,Male,Yes,Single,62,\N,3,1,86,Non-technology Related Job,455,TN,177,78,No,No,0.81,7105,789,0,2015,2 -71,209542,0.06,0.02,4251069459,6469,Yes,High School or below,Male,Yes,Married,33,\N,1,3,56,Non-technology Related Job,131,ND,276,113,No,No,0.34,3153,1051,0,2015,1 -71,209542,0.06,0.02,4251069459,6469,Yes,High School or below,Male,Yes,Married,33,\N,1,3,56,Non-technology Related Job,131,ND,276,113,No,No,0.34,3102,1034,0,2015,2 -73,14499,0.02,0.01,4251077889,6470,Yes,High School or below,Female,Yes,Married,4,\N,2,6,25,Non-technology Related Job,307,NE,375,148,No,No,0.87,5938,742,0,2015,1 -73,14499,0.02,0.01,4251077889,6470,Yes,High School or below,Female,Yes,Married,4,\N,2,6,25,Non-technology Related Job,307,NE,375,148,No,No,0.87,3216,804,0,2015,2 -75,69457,0.06,0.01,4251085704,6471,Yes,High School or below,Female,Yes,Single,94,\N,3,0,94,Non-technology Related Job,484,ME,475,183,No,No,0.4,2570,514,0,2015,1 -75,69457,0.06,0.01,4251085704,6471,Yes,High School or below,Female,Yes,Single,94,\N,3,0,94,Non-technology Related Job,484,ME,475,183,No,No,0.4,7322,732,0,2015,2 -37,180357,0.04,0.01,4251043887,6472,No,High School or below,Male,No,Married,32,\N,0,5,13,Others,156,MA,172,198,No,No,0.86,1678,839,1,2015,1 -37,180357,0.04,0.01,4251043887,6472,No,High School or below,Male,No,Married,32,\N,0,5,13,Others,156,MA,172,198,No,No,0.86,1754,584,1,2015,2 -37,180357,0.04,0.01,4251043887,6472,No,High School or below,Male,No,Married,32,\N,0,5,13,Others,156,MA,172,198,No,No,0.86,114,114,1,2015,3 -25,122443,0.03,0.02,4251069941,6473,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,3,7,4,Non-technology Related Job,20,NH,77,78,No,No,0.14,1259,1259,0,2015,1 -25,122443,0.03,0.02,4251069941,6473,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,3,7,4,Non-technology Related Job,20,NH,77,78,No,No,0.14,4883,697,0,2015,2 -27,177401,0.07,0.02,4251095922,6474,Yes,Bachelor or equivalent,Female,Yes,Married,44,\N,0,2,73,Non-technology Related Job,196,MI,177,113,No,No,0.67,3066,1022,0,2015,1 -27,177401,0.07,0.02,4251095922,6474,Yes,Bachelor or equivalent,Female,Yes,Married,44,\N,0,2,73,Non-technology Related Job,196,MI,177,113,No,No,0.67,1709,854,0,2015,2 -29,232358,0.02,0.01,4251065577,6475,Yes,Master or equivalent,Male,Yes,Single,14,\N,1,4,43,Non-technology Related Job,372,IN,276,148,No,No,0.2,5816,830,0,2015,1 -29,232358,0.02,0.01,4251065577,6475,Yes,Master or equivalent,Male,Yes,Single,14,\N,1,4,43,Non-technology Related Job,372,IN,276,148,No,No,0.2,1370,1370,0,2015,2 -31,37315,0.06,0.01,4251090547,6476,Yes,Master or equivalent,Male,Yes,Married,105,\N,3,6,12,Non-technology Related Job,49,CT,375,183,No,No,0.73,1597,266,0,2015,1 -31,37315,0.06,0.01,4251090547,6476,Yes,Master or equivalent,Male,Yes,Married,105,\N,3,6,12,Non-technology Related Job,49,CT,375,183,No,No,0.73,2889,577,0,2015,2 -62,148216,0.04,0.01,4251011700,6477,Yes,Master or equivalent,Female,Yes,Married,43,\N,0,4,31,Others,221,FL,72,198,No,No,0.19,6312,901,0,2015,1 -62,148216,0.04,0.01,4251011700,6477,Yes,Master or equivalent,Female,Yes,Married,43,\N,0,4,31,Others,221,FL,72,198,No,No,0.19,2717,679,0,2015,2 -49,90302,0.04,0.02,4251085763,6478,Yes,High School or below,Male,Yes,Married,84,\N,2,6,22,Non-technology Related Job,85,KS,478,78,No,No,0.48,3776,629,0,2015,1 -49,90302,0.04,0.02,4251085763,6478,Yes,High School or below,Male,Yes,Married,84,\N,2,6,22,Non-technology Related Job,85,KS,478,78,No,No,0.48,5296,662,0,2015,2 -52,145259,0.07,0.01,4251026311,6479,Yes,High School or below,Female,Yes,Single,54,\N,0,0,91,Non-technology Related Job,261,FL,77,113,No,No,0.01,4789,957,0,2015,1 -52,145259,0.07,0.01,4251026311,6479,Yes,High School or below,Female,Yes,Single,54,\N,0,0,91,Non-technology Related Job,261,FL,77,113,No,No,0.01,3108,621,0,2015,2 -52,145259,0.07,0.01,4251026311,6479,Yes,High School or below,Female,Yes,Single,54,\N,0,0,91,Non-technology Related Job,261,FL,77,113,No,No,0.01,411,411,0,2015,3 -54,200217,0.03,0.01,4251016527,6480,Yes,High School or below,Female,Yes,Married,25,\N,1,2,61,Non-technology Related Job,438,AK,177,148,No,No,0.54,5099,849,0,2015,1 -54,200217,0.03,0.01,4251016527,6480,Yes,High School or below,Female,Yes,Married,25,\N,1,2,61,Non-technology Related Job,438,AK,177,148,No,No,0.54,4422,884,0,2015,2 -16,61117,0.01,0.01,4251096592,6481,Yes,High School or below,Male,Yes,Married,83,\N,2,0,79,Others,110,AZ,374,163,No,No,0.99,5506,550,0,2015,1 -16,61117,0.01,0.01,4251096592,6481,Yes,High School or below,Male,Yes,Married,83,\N,2,0,79,Others,110,AZ,374,163,No,No,0.99,5910,656,0,2015,2 -16,61117,0.01,0.01,4251096592,6481,Yes,High School or below,Male,Yes,Married,83,\N,2,0,79,Others,110,AZ,374,163,No,No,0.99,1043,521,0,2015,3 -18,116075,0.05,0.01,4251031535,6482,Yes,High School or below,Female,Yes,Single,54,\N,3,2,48,Others,286,VA,473,198,No,Yes,0.52,2930,976,0,2015,1 -18,116075,0.05,0.01,4251031535,6482,Yes,High School or below,Female,Yes,Single,54,\N,3,2,48,Others,286,VA,473,198,No,Yes,0.52,1943,647,0,2015,2 -74,58161,0.04,0.02,4251009849,6483,Yes,Bachelor or equivalent,Male,No,Single,94,\N,2,4,40,Non-technology Related Job,150,AR,379,78,No,No,0.81,2559,639,0,2015,1 -74,58161,0.04,0.02,4251009849,6483,Yes,Bachelor or equivalent,Male,No,Single,94,\N,2,4,40,Non-technology Related Job,150,AR,379,78,No,No,0.81,5995,666,0,2015,2 -76,113118,0,0.01,4251089702,6484,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,3,6,9,Non-technology Related Job,326,VA,478,112,No,No,0.34,2465,821,0,2015,1 -76,113118,0,0.01,4251089702,6484,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,3,6,9,Non-technology Related Job,326,VA,478,112,No,No,0.34,1617,404,0,2015,2 -39,224018,0.06,0.02,4251042968,6485,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,0,4,28,Others,499,WV,175,127,No,No,0.8,3436,687,0,2015,1 -39,224018,0.06,0.02,4251042968,6485,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,0,4,28,Others,499,WV,175,127,No,No,0.8,4624,770,0,2015,2 -41,28976,0.02,0.01,4251065847,6486,Yes,Master or equivalent,Female,Yes,Single,94,\N,1,6,97,Others,175,SD,274,162,No,No,0.33,1668,556,0,2015,1 -41,28976,0.02,0.01,4251065847,6486,Yes,Master or equivalent,Female,Yes,Single,94,\N,1,6,97,Others,175,SD,274,162,No,No,0.33,1962,327,0,2015,2 -43,83933,0.05,0.01,4251058811,6487,Yes,Master or equivalent,Male,Yes,Married,65,\N,3,0,66,Others,351,NC,373,197,No,No,0.86,5911,738,0,2015,1 -43,83933,0.05,0.01,4251058811,6487,Yes,Master or equivalent,Male,Yes,Married,65,\N,3,0,66,Others,351,NC,373,197,No,No,0.86,5270,878,0,2015,2 -31,26019,0.05,0.02,4251072822,6488,Yes,High School or below,Female,Yes,Married,105,\N,1,2,58,Non-technology Related Job,215,SD,279,77,No,Yes,0.14,3697,739,0,2015,1 -31,26019,0.05,0.02,4251072822,6488,Yes,High School or below,Female,Yes,Married,105,\N,1,2,58,Non-technology Related Job,215,SD,279,77,No,Yes,0.14,1431,715,0,2015,2 -61,136920,0.03,0.02,4251023767,6489,Yes,High School or below,Male,No,Married,43,\N,2,0,76,Others,388,TX,476,92,No,No,0.6,4429,632,0,2015,1 -61,136920,0.03,0.02,4251023767,6489,Yes,High School or below,Male,No,Married,43,\N,2,0,76,Others,388,TX,476,92,No,No,0.6,1701,567,0,2015,2 -61,136920,0.03,0.02,4251023767,6489,Yes,High School or below,Male,No,Married,43,\N,2,0,76,Others,388,TX,476,92,No,No,0.6,1377,1377,0,2015,3 -63,191877,0.07,0.02,4251093443,6490,Yes,High School or below,Male,Yes,Single,14,\N,0,2,45,Others,64,OH,75,127,No,No,0.13,2722,544,0,2015,1 -63,191877,0.07,0.02,4251093443,6490,Yes,High School or below,Male,Yes,Single,14,\N,0,2,45,Others,64,OH,75,127,No,No,0.13,2204,734,0,2015,2 -65,246835,0.02,0.01,4251069152,6491,Yes,High School or below,Female,Yes,Married,105,\N,1,4,15,Others,240,NV,175,162,No,No,0.66,4482,896,0,2015,1 -65,246835,0.02,0.01,4251069152,6491,Yes,High School or below,Female,Yes,Married,105,\N,1,4,15,Others,240,NV,175,162,No,No,0.66,4643,773,0,2015,2 -67,51792,0.06,0.01,4251087791,6492,Yes,High School or below,Female,Yes,Single,75,\N,2,6,84,Others,416,MA,274,197,No,No,0.19,1582,395,0,2015,1 -67,51792,0.06,0.01,4251087791,6492,Yes,High School or below,Female,Yes,Single,75,\N,2,6,84,Others,416,MA,274,197,No,No,0.19,2050,683,0,2015,2 -15,49821,0,0.03,4251060447,6493,Yes,Bachelor or equivalent,Female,Yes,Married,83,\N,1,3,25,Non-technology Related Job,277,PA,277,57,No,Yes,0.4,3045,761,0,2015,1 -15,49821,0,0.03,4251060447,6493,Yes,Bachelor or equivalent,Female,Yes,Married,83,\N,1,3,25,Non-technology Related Job,277,PA,277,57,No,Yes,0.4,4348,724,0,2015,2 -17,104778,0.03,0.02,4251068538,6494,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,2,6,94,Others,453,NJ,377,92,No,No,0.93,5455,909,0,2015,1 -17,104778,0.03,0.02,4251068538,6494,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,2,6,94,Others,453,NJ,377,92,No,No,0.93,673,224,0,2015,2 -20,159736,0.07,0.02,4251040211,6495,Yes,Bachelor or equivalent,Male,No,Married,25,\N,3,0,63,Others,129,MN,476,127,Yes,No,0.46,6052,1008,0,2015,1 -20,159736,0.07,0.02,4251040211,6495,Yes,Bachelor or equivalent,Male,No,Married,25,\N,3,0,63,Others,129,MN,476,127,Yes,No,0.46,3534,589,0,2015,2 -20,159736,0.07,0.02,4251040211,6495,Yes,Bachelor or equivalent,Male,No,Married,25,\N,3,0,63,Others,129,MN,476,127,Yes,No,0.46,1024,1024,0,2015,3 -22,214693,0.03,0.01,4251091331,6496,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,0,2,33,Others,305,IA,75,162,No,No,0,1634,544,0,2015,1 -22,214693,0.03,0.01,4251091331,6496,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,0,2,33,Others,305,IA,75,162,No,No,0,4294,1073,0,2015,2 -38,212722,0.05,0.03,4251039496,6497,Yes,PhD or equivalent,Male,Yes,Married,3,\N,3,7,73,Non-technology Related Job,165,NY,79,22,No,No,0.21,5028,1005,0,2015,1 -38,212722,0.05,0.03,4251039496,6497,Yes,PhD or equivalent,Male,Yes,Married,3,\N,3,7,73,Non-technology Related Job,165,NY,79,22,No,No,0.21,2118,706,0,2015,2 -40,17680,0,0.03,4251026418,6498,Yes,High School or below,Male,Yes,Single,94,\N,0,2,42,Others,342,MO,178,57,No,No,0.74,2126,354,0,2015,1 -40,17680,0,0.03,4251026418,6498,Yes,High School or below,Male,Yes,Single,94,\N,0,2,42,Others,342,MO,178,57,No,No,0.74,961,480,0,2015,2 -40,17680,0,0.03,4251026418,6498,Yes,High School or below,Male,Yes,Single,94,\N,0,2,42,Others,342,MO,178,57,No,No,0.74,268,268,0,2015,3 -42,72637,0.04,0.02,4251047410,6499,Yes,High School or below,Female,Yes,Married,65,\N,1,4,12,Others,18,LA,277,92,No,No,0.27,9778,752,0,2015,1 -42,72637,0.04,0.02,4251047410,6499,Yes,High School or below,Female,Yes,Married,65,\N,1,4,12,Others,18,LA,277,92,No,No,0.27,1550,775,0,2015,2 -44,127595,0,0.02,4251086318,6500,Yes,High School or below,Female,Yes,Single,35,\N,3,6,81,Others,194,GA,377,127,No,No,0.8,3261,652,0,2015,1 -44,127595,0,0.02,4251086318,6500,Yes,High School or below,Female,Yes,Single,35,\N,3,6,81,Others,194,GA,377,127,No,No,0.8,4443,555,0,2015,2 -44,127595,0,0.02,4251086318,6500,Yes,High School or below,Female,Yes,Single,35,\N,3,6,81,Others,194,GA,377,127,No,No,0.8,135,135,0,2015,3 -60,125624,0.02,0.03,4251059464,6501,Yes,High School or below,Female,Yes,Married,43,\N,1,3,22,Non-technology Related Job,54,NE,380,237,No,No,0.01,4510,751,0,2015,1 -60,125624,0.02,0.03,4251059464,6501,Yes,High School or below,Female,Yes,Married,43,\N,1,3,22,Non-technology Related Job,54,NE,380,237,No,No,0.01,4987,623,0,2015,2 -62,180581,0.05,0.03,4251062190,6502,Yes,High School or below,Female,No,Single,14,\N,2,6,91,Non-technology Related Job,231,MD,479,22,No,No,0.54,695,231,0,2015,1 -62,180581,0.05,0.03,4251062190,6502,Yes,High School or below,Female,No,Single,14,\N,2,6,91,Non-technology Related Job,231,MD,479,22,No,No,0.54,5707,713,0,2015,2 -64,235538,0.01,0.03,4251036545,6503,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,0,0,60,Others,407,ID,79,57,No,No,0.07,4875,975,0,2015,1 -64,235538,0.01,0.03,4251036545,6503,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,0,0,60,Others,407,ID,79,57,No,No,0.07,6173,1028,0,2015,2 -66,40496,0.04,0.02,4251055178,6504,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,1,2,30,Others,83,CA,178,92,No,Yes,0.6,5011,835,0,2015,1 -66,40496,0.04,0.02,4251055178,6504,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,1,2,30,Others,83,CA,178,92,No,Yes,0.6,5789,964,0,2015,2 -66,40496,0.04,0.02,4251055178,6504,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,1,2,30,Others,83,CA,178,92,No,Yes,0.6,1402,1402,0,2015,3 -14,38525,0.07,0,4251063241,6505,Yes,Bachelor or equivalent,Female,Yes,Married,83,\N,3,7,70,Non-technology Related Job,443,MI,181,202,No,No,0.81,3024,604,0,2015,1 -14,38525,0.07,0,4251063241,6505,Yes,Bachelor or equivalent,Female,Yes,Married,83,\N,3,7,70,Non-technology Related Job,443,MI,181,202,No,No,0.81,5327,591,0,2015,2 -17,93482,0.02,0.03,4251097414,6506,Yes,Master or equivalent,Male,No,Single,54,\N,0,2,39,Non-technology Related Job,119,IN,281,237,No,No,0.34,4409,551,0,2015,1 -17,93482,0.02,0.03,4251097414,6506,Yes,Master or equivalent,Male,No,Single,54,\N,0,2,39,Non-technology Related Job,119,IN,281,237,No,No,0.34,1572,524,0,2015,2 -19,148440,0.06,0.03,4251060964,6507,Yes,Master or equivalent,Male,Yes,Single,24,\N,2,4,9,Non-technology Related Job,296,CT,380,22,No,No,0.87,1440,720,0,2015,1 -19,148440,0.06,0.03,4251060964,6507,Yes,Master or equivalent,Male,Yes,Single,24,\N,2,4,9,Non-technology Related Job,296,CT,380,22,No,No,0.87,3269,1089,0,2015,2 -21,203397,0.01,0.03,4251094625,6508,Yes,PhD or equivalent,Female,No,Married,115,\N,3,6,78,Others,472,WY,479,57,No,No,0.41,1700,283,1,2015,1 -21,203397,0.01,0.03,4251094625,6508,Yes,PhD or equivalent,Female,No,Married,115,\N,3,6,78,Others,472,WY,479,57,No,No,0.41,2684,447,1,2015,2 -51,64298,0,0.03,4251022655,6509,Yes,High School or below,Male,Yes,Married,53,\N,0,4,97,Others,144,AL,176,72,No,Yes,0.86,2102,420,0,2015,1 -51,64298,0,0.03,4251022655,6509,Yes,High School or below,Male,Yes,Married,53,\N,0,4,97,Others,144,AL,176,72,No,Yes,0.86,1651,330,0,2015,2 -39,6384,0.07,0,4251045405,6510,Yes,High School or below,Female,Yes,Married,94,\N,3,5,88,Non-technology Related Job,8,FL,82,202,No,No,0.15,2411,602,0,2015,1 -39,6384,0.07,0,4251045405,6510,Yes,High School or below,Female,Yes,Married,94,\N,3,5,88,Non-technology Related Job,8,FL,82,202,No,No,0.15,4859,694,0,2015,2 -41,61341,0.03,0.03,4251029404,6511,Yes,High School or below,Female,Yes,Single,64,\N,0,0,57,Non-technology Related Job,184,AK,181,237,No,No,0.68,4885,697,0,2015,1 -41,61341,0.03,0.03,4251029404,6511,Yes,High School or below,Female,Yes,Single,64,\N,0,0,57,Non-technology Related Job,184,AK,181,237,No,No,0.68,3221,644,0,2015,2 -43,116298,0.06,0.03,4251041519,6512,Yes,High School or below,Male,No,Married,35,\N,1,2,27,Non-technology Related Job,361,UT,281,22,No,No,0.21,3112,778,0,2015,1 -43,116298,0.06,0.03,4251041519,6512,Yes,High School or below,Male,No,Married,35,\N,1,2,27,Non-technology Related Job,361,UT,281,22,No,No,0.21,2150,716,0,2015,2 -74,227199,0.04,0.03,4251068155,6513,Yes,High School or below,Female,Yes,Married,93,\N,2,7,45,Others,33,VA,478,37,Yes,No,0.67,3505,876,0,2015,1 -74,227199,0.04,0.03,4251068155,6513,Yes,High School or below,Female,Yes,Married,93,\N,2,7,45,Others,33,VA,478,37,Yes,No,0.67,3250,650,0,2015,2 -76,32156,0,0.03,4251046187,6514,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,0,2,15,Others,209,RI,77,72,No,No,0.2,4042,673,0,2015,1 -76,32156,0,0.03,4251046187,6514,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,0,2,15,Others,209,RI,77,72,No,No,0.2,3357,839,0,2015,2 -63,224242,0,0,4251055891,6515,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,2,4,6,Non-technology Related Job,73,VA,483,202,No,Yes,0.48,2510,502,0,2015,1 -63,224242,0,0,4251055891,6515,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,2,4,6,Non-technology Related Job,73,VA,483,202,No,Yes,0.48,4598,766,0,2015,2 -66,29200,0.03,0.03,4251080676,6516,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,3,6,75,Non-technology Related Job,250,RI,82,237,No,No,0.01,4652,775,0,2015,1 -66,29200,0.03,0.03,4251080676,6516,Yes,Bachelor or equivalent,Male,Yes,Married,75,\N,3,6,75,Non-technology Related Job,250,RI,82,237,No,No,0.01,3744,748,0,2015,2 -28,140100,0.01,0,4251054447,6517,Yes,Master or equivalent,Female,Yes,Married,13,\N,1,3,94,Others,422,SD,279,2,No,No,0.47,3142,523,0,2015,1 -28,140100,0.01,0,4251054447,6517,Yes,Master or equivalent,Female,Yes,Married,13,\N,1,3,94,Others,422,SD,279,2,No,No,0.47,1262,420,0,2015,2 -30,195058,0.05,0.03,4251076359,6518,Yes,Master or equivalent,Male,No,Single,104,\N,2,6,63,Others,98,NC,378,37,No,No,0,4049,809,0,2015,1 -30,195058,0.05,0.03,4251076359,6518,Yes,Master or equivalent,Male,No,Single,104,\N,2,6,63,Others,98,NC,378,37,No,No,0,1759,351,0,2015,2 -32,15,0.01,0.03,4251052563,6519,Yes,PhD or equivalent,Male,Yes,Married,75,\N,3,0,32,Others,274,MT,477,72,No,No,0.53,3557,889,1,2015,1 -32,15,0.01,0.03,4251052563,6519,Yes,PhD or equivalent,Male,Yes,Married,75,\N,3,0,32,Others,274,MT,477,72,No,No,0.53,6682,954,1,2015,2 -20,192101,0,0,4251044573,6520,Yes,High School or below,Female,Yes,Married,115,\N,2,2,24,Non-technology Related Job,138,ND,383,202,No,No,0.82,4646,774,1,2015,1 -20,192101,0,0,4251044573,6520,Yes,High School or below,Female,Yes,Married,115,\N,2,2,24,Non-technology Related Job,138,ND,383,202,No,No,0.82,4426,737,1,2015,2 -22,247059,0.04,0.03,4251068816,6521,Yes,High School or below,Male,Yes,Single,86,\N,3,4,93,Non-technology Related Job,315,MT,482,237,No,No,0.35,1255,627,0,2015,1 -22,247059,0.04,0.03,4251068816,6521,Yes,High School or below,Male,Yes,Single,86,\N,3,4,93,Non-technology Related Job,315,MT,482,237,No,No,0.35,5311,758,0,2015,2 -22,247059,0.04,0.03,4251068816,6521,Yes,High School or below,Male,Yes,Single,86,\N,3,4,93,Non-technology Related Job,315,MT,482,237,No,No,0.35,1755,877,0,2015,3 -53,107959,0.02,0,4251072803,6522,Yes,High School or below,Female,Yes,Single,24,\N,0,2,12,Others,487,NV,179,2,No,No,0.8,4338,1084,0,2015,1 -53,107959,0.02,0,4251072803,6522,Yes,High School or below,Female,Yes,Single,24,\N,0,2,12,Others,487,NV,179,2,No,No,0.8,2313,462,0,2015,2 -55,162916,0.05,0.03,4251079192,6523,Yes,High School or below,Female,Yes,Married,115,\N,1,4,81,Others,163,MA,279,37,No,No,0.33,3082,1027,0,2015,1 -55,162916,0.05,0.03,4251079192,6523,Yes,High School or below,Female,Yes,Married,115,\N,1,4,81,Others,163,MA,279,37,No,No,0.33,1185,296,0,2015,2 -57,217874,0.01,0.03,4251094719,6524,Yes,High School or below,Male,No,Single,85,\N,3,6,50,Others,340,IL,378,72,No,No,0.86,2444,611,0,2015,1 -57,217874,0.01,0.03,4251094719,6524,Yes,High School or below,Male,No,Single,85,\N,3,6,50,Others,340,IL,378,72,No,No,0.86,4307,861,0,2015,2 -44,159960,0.01,0,4251072744,6525,Yes,Bachelor or equivalent,Female,No,Single,6,\N,1,0,42,Non-technology Related Job,204,MA,284,202,No,No,0.15,4746,949,0,2015,1 -44,159960,0.01,0,4251072744,6525,Yes,Bachelor or equivalent,Female,No,Single,6,\N,1,0,42,Non-technology Related Job,204,MA,284,202,No,No,0.15,6573,821,0,2015,2 -75,20860,0.07,0,4251067970,6526,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,2,6,60,Others,376,MN,481,217,No,No,0.61,2864,716,0,2015,1 -75,20860,0.07,0,4251067970,6526,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,2,6,60,Others,376,MN,481,217,No,No,0.61,3462,494,0,2015,2 -77,75818,0.02,0,4251095396,6527,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,0,0,29,Others,52,KS,80,2,No,No,0.14,3082,616,0,2015,1 -77,75818,0.02,0,4251095396,6527,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,0,0,29,Others,52,KS,80,2,No,No,0.14,5683,811,0,2015,2 -77,75818,0.02,0,4251095396,6527,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,0,0,29,Others,52,KS,80,2,No,No,0.14,727,727,0,2015,3 -79,130775,0.06,0.03,4251052344,6528,Yes,Master or equivalent,Male,Yes,Single,5,\N,1,2,99,Others,228,DE,179,37,No,No,0.67,3744,936,0,2015,1 -79,130775,0.06,0.03,4251052344,6528,Yes,Master or equivalent,Male,Yes,Single,5,\N,1,2,99,Others,228,DE,179,37,No,No,0.67,4193,599,0,2015,2 -13,185733,0.02,0.03,4251097863,6529,No,Master or equivalent,Female,Yes,Married,96,\N,2,4,68,Others,405,AL,279,72,No,No,0.2,2217,443,0,2015,1 -13,185733,0.02,0.03,4251097863,6529,No,Master or equivalent,Female,Yes,Married,96,\N,2,4,68,Others,405,AL,279,72,No,No,0.2,3331,666,0,2015,2 -29,183762,0.04,0,4251042430,6530,Yes,High School or below,Male,Yes,Single,104,\N,1,2,9,Others,265,LA,282,182,No,No,0.41,7221,902,0,2015,1 -29,183762,0.04,0,4251042430,6530,Yes,High School or below,Male,Yes,Single,104,\N,1,2,9,Others,265,LA,282,182,No,No,0.41,2435,487,0,2015,2 -31,238719,0.07,0,4251027126,6531,Yes,High School or below,Female,No,Married,75,\N,2,4,78,Others,441,GA,381,217,No,Yes,0.94,6897,862,0,2015,1 -31,238719,0.07,0,4251027126,6531,Yes,High School or below,Female,No,Married,75,\N,2,4,78,Others,441,GA,381,217,No,Yes,0.94,3342,668,0,2015,2 -34,43676,0.03,0,4251025815,6532,Yes,High School or below,Female,Yes,Single,45,\N,3,6,47,Others,117,AZ,481,2,No,No,0.47,2288,572,0,2015,1 -34,43676,0.03,0,4251025815,6532,Yes,High School or below,Female,Yes,Single,45,\N,3,6,47,Others,117,AZ,481,2,No,No,0.47,3069,767,0,2015,2 -36,98634,0.07,0.03,4251083013,6533,Yes,High School or below,Male,Yes,Single,16,\N,0,0,17,Others,294,VA,80,37,No,No,0,1094,273,0,2015,1 -36,98634,0.07,0.03,4251083013,6533,Yes,High School or below,Male,Yes,Single,16,\N,0,0,17,Others,294,VA,80,37,No,No,0,1983,991,0,2015,2 -36,98634,0.07,0.03,4251083013,6533,Yes,High School or below,Male,Yes,Single,16,\N,0,0,17,Others,294,VA,80,37,No,No,0,479,479,0,2015,3 -38,153591,0.02,0.03,4251068618,6534,Yes,High School or below,Male,Yes,Married,107,\N,1,2,86,Others,470,PA,179,72,No,No,0.53,1148,574,0,2015,1 -38,153591,0.02,0.03,4251068618,6534,Yes,High School or below,Male,Yes,Married,107,\N,1,2,86,Others,470,PA,179,72,No,No,0.53,3916,652,0,2015,2 -38,153591,0.02,0.03,4251068618,6534,Yes,High School or below,Male,Yes,Married,107,\N,1,2,86,Others,470,PA,179,72,No,No,0.53,801,801,0,2015,3 -54,151620,0.04,0,4251062025,6535,Yes,Bachelor or equivalent,Male,No,Married,114,\N,0,0,26,Others,330,CA,183,182,No,No,0.74,7599,949,0,2015,1 -54,151620,0.04,0,4251062025,6535,Yes,Bachelor or equivalent,Male,No,Married,114,\N,0,0,26,Others,330,CA,183,182,No,No,0.74,4429,738,0,2015,2 -56,206578,0,0,4251010372,6536,Yes,Bachelor or equivalent,Male,Yes,Single,85,\N,1,2,96,Others,6,WV,282,217,No,No,0.27,4143,690,1,2015,1 -56,206578,0,0,4251010372,6536,Yes,Bachelor or equivalent,Male,Yes,Single,85,\N,1,2,96,Others,6,WV,282,217,No,No,0.27,2492,830,1,2015,2 -58,11535,0.03,0,4251060834,6537,Yes,Bachelor or equivalent,Female,No,Single,56,\N,2,4,65,Others,182,SC,381,2,No,No,0.81,5097,1019,0,2015,1 -58,11535,0.03,0,4251060834,6537,Yes,Bachelor or equivalent,Female,No,Single,56,\N,2,4,65,Others,182,SC,381,2,No,No,0.81,1844,614,0,2015,2 -60,66493,0.07,0.03,4251031005,6538,Yes,Master or equivalent,Female,Yes,Married,27,\N,0,6,34,Others,359,NC,481,37,No,No,0.34,3444,861,0,2015,1 -60,66493,0.07,0.03,4251031005,6538,Yes,Master or equivalent,Female,Yes,Married,27,\N,0,6,34,Others,359,NC,481,37,No,No,0.34,4718,1179,0,2015,2 -76,64522,0.01,0.01,4251012573,6539,Yes,PhD or equivalent,Female,Yes,Single,34,\N,2,4,75,Others,219,WY,484,147,No,No,0.55,3827,546,0,2015,1 -76,64522,0.01,0.01,4251012573,6539,Yes,PhD or equivalent,Female,Yes,Single,34,\N,2,4,75,Others,219,WY,484,147,No,No,0.55,3849,962,0,2015,2 -76,64522,0.01,0.01,4251012573,6539,Yes,PhD or equivalent,Female,Yes,Single,34,\N,2,4,75,Others,219,WY,484,147,No,No,0.55,1085,1085,0,2015,3 -78,119479,0.05,0,4251095169,6540,Yes,High School or below,Female,Yes,Married,5,\N,3,6,44,Others,395,TN,83,182,No,No,0.08,7506,834,0,2015,1 -78,119479,0.05,0,4251095169,6540,Yes,High School or below,Female,Yes,Married,5,\N,3,6,44,Others,395,TN,83,182,No,No,0.08,5568,696,0,2015,2 -12,174436,0,0,4251041257,6541,Yes,High School or below,Female,No,Single,96,\N,1,0,14,Others,71,OH,183,217,No,No,0.61,3695,739,0,2015,1 -12,174436,0,0,4251041257,6541,Yes,High School or below,Female,No,Single,96,\N,1,0,14,Others,71,OH,183,217,No,No,0.61,5034,839,0,2015,2 -15,229394,0.04,0,4251077061,6542,Yes,High School or below,Male,Yes,Married,67,\N,2,2,83,Others,248,NV,282,2,No,Yes,0.14,4357,622,0,2015,1 -15,229394,0.04,0,4251077061,6542,Yes,High School or below,Male,Yes,Married,67,\N,2,2,83,Others,248,NV,282,2,No,Yes,0.14,7323,813,0,2015,2 -31,227423,0.06,0.01,4251048190,6543,Yes,High School or below,Female,Yes,Single,74,\N,0,0,23,Others,108,UT,285,112,No,No,0.35,3085,771,0,2015,1 -31,227423,0.06,0.01,4251048190,6543,Yes,High School or below,Female,Yes,Single,74,\N,0,0,23,Others,108,UT,285,112,No,No,0.35,2614,871,0,2015,2 -33,32380,0.02,0.01,4251065895,6544,Yes,High School or below,Male,Yes,Married,45,\N,2,2,93,Others,284,OR,385,147,Yes,No,0.88,5521,690,0,2015,1 -33,32380,0.02,0.01,4251065895,6544,Yes,High School or below,Male,Yes,Married,45,\N,2,2,93,Others,284,OR,385,147,Yes,No,0.88,7187,898,0,2015,2 -35,87338,0.05,0,4251087314,6545,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,3,4,62,Others,460,NJ,484,182,No,No,0.41,1433,716,0,2015,1 -35,87338,0.05,0,4251087314,6545,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,3,4,62,Others,460,NJ,484,182,No,No,0.41,5408,600,0,2015,2 -35,87338,0.05,0,4251087314,6545,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,3,4,62,Others,460,NJ,484,182,No,No,0.41,107,107,0,2015,3 -37,142295,0.01,0,4251039898,6546,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,0,6,31,Others,136,MI,83,217,No,No,0.94,3164,791,0,2015,1 -37,142295,0.01,0,4251039898,6546,Yes,Bachelor or equivalent,Female,Yes,Married,107,\N,0,6,31,Others,136,MI,83,217,No,No,0.94,3369,673,0,2015,2 -53,140324,0.03,0.01,4251024242,6547,Yes,Bachelor or equivalent,Male,Yes,Single,114,\N,3,4,72,Non-technology Related Job,497,RI,87,77,No,No,0.15,4268,853,0,2015,1 -53,140324,0.03,0.01,4251024242,6547,Yes,Bachelor or equivalent,Male,Yes,Single,114,\N,3,4,72,Non-technology Related Job,497,RI,87,77,No,No,0.15,2968,989,0,2015,2 -55,195282,0.06,0.01,4251067181,6548,Yes,Master or equivalent,Female,No,Married,85,\N,0,6,41,Others,173,NY,186,112,No,No,0.68,4129,1032,0,2015,1 -55,195282,0.06,0.01,4251067181,6548,Yes,Master or equivalent,Female,No,Married,85,\N,0,6,41,Others,173,NY,186,112,No,No,0.68,5443,604,0,2015,2 -57,239,0.02,0.01,4251030309,6549,Yes,Master or equivalent,Female,Yes,Single,56,\N,1,0,11,Others,349,MS,285,147,No,No,0.22,3121,780,0,2015,1 -57,239,0.02,0.01,4251030309,6549,Yes,Master or equivalent,Female,Yes,Single,56,\N,1,0,11,Others,349,MS,285,147,No,No,0.22,1566,391,0,2015,2 -59,55196,0.06,0,4251096746,6550,Yes,High School or below,Male,Yes,Married,27,\N,2,2,80,Others,25,KY,384,182,No,No,0.75,2971,594,0,2015,1 -59,55196,0.06,0,4251096746,6550,Yes,High School or below,Male,Yes,Married,27,\N,2,2,80,Others,25,KY,384,182,No,No,0.75,5109,638,0,2015,2 -62,110154,0.01,0,4251095897,6551,Yes,High School or below,Male,Yes,Single,118,\N,0,4,49,Others,202,GA,484,217,No,No,0.28,3539,707,0,2015,1 -62,110154,0.01,0,4251095897,6551,Yes,High School or below,Male,Yes,Single,118,\N,0,4,49,Others,202,GA,484,217,No,No,0.28,4943,823,0,2015,2 -77,108183,0.03,0.01,4251046400,6552,Yes,High School or below,Male,Yes,Married,5,\N,2,2,90,Non-technology Related Job,62,NE,487,77,No,No,0.49,4964,709,0,2015,1 -77,108183,0.03,0.01,4251046400,6552,Yes,High School or below,Male,Yes,Married,5,\N,2,2,90,Non-technology Related Job,62,NE,487,77,No,No,0.49,4739,677,0,2015,2 -12,163140,0.07,0.01,4251079557,6553,Yes,High School or below,Male,Yes,Single,96,\N,3,4,59,Others,238,ME,86,112,No,Yes,0.02,6069,867,1,2015,1 -12,163140,0.07,0.01,4251079557,6553,Yes,High School or below,Male,Yes,Single,96,\N,3,4,59,Others,238,ME,86,112,No,Yes,0.02,5346,1069,1,2015,2 -14,218098,0.03,0.01,4251040700,6554,Yes,High School or below,Female,No,Married,67,\N,1,6,28,Others,414,ID,186,147,No,No,0.55,3740,748,0,2015,1 -14,218098,0.03,0.01,4251040700,6554,Yes,High School or below,Female,No,Married,67,\N,1,6,28,Others,414,ID,186,147,No,No,0.55,1699,849,0,2015,2 -16,23055,0.06,0,4251088056,6555,Yes,High School or below,Female,Yes,Single,38,\N,2,0,98,Others,90,AR,285,182,No,No,0.08,7419,674,0,2015,1 -16,23055,0.06,0,4251088056,6555,Yes,High School or below,Female,Yes,Single,38,\N,2,0,98,Others,90,AR,285,182,No,No,0.08,5813,1162,0,2015,2 -46,133956,0.04,0.01,4251020708,6556,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,3,6,16,Others,263,CO,482,197,No,No,0.54,5143,734,0,2015,1 -46,133956,0.04,0.01,4251020708,6556,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,3,6,16,Others,263,CO,482,197,No,No,0.54,4652,775,0,2015,2 -34,76042,0.04,0.01,4251092960,6557,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,1,0,8,Others,127,IN,388,77,No,No,0.82,3477,1159,0,2015,1 -34,76042,0.04,0.01,4251092960,6557,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,1,0,8,Others,127,IN,388,77,No,No,0.82,4276,712,0,2015,2 -34,76042,0.04,0.01,4251092960,6557,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,1,0,8,Others,127,IN,388,77,No,No,0.82,488,488,0,2015,3 -36,130999,0.07,0.01,4251084677,6558,Yes,Master or equivalent,Female,Yes,Married,107,\N,3,2,77,Others,303,CT,487,112,No,No,0.35,2498,416,0,2015,1 -36,130999,0.07,0.01,4251084677,6558,Yes,Master or equivalent,Female,Yes,Married,107,\N,3,2,77,Others,303,CT,487,112,No,No,0.35,986,493,0,2015,2 -38,185956,0.03,0.01,4251023708,6559,Yes,Master or equivalent,Male,Yes,Single,78,\N,0,4,46,Others,479,WI,86,147,No,No,0.88,2247,1123,0,2015,1 -69,46857,0.01,0.01,4251072441,6560,Yes,Master or equivalent,Female,No,Single,15,\N,1,2,65,Others,152,AL,283,162,No,No,0.34,4082,1020,0,2015,1 -69,46857,0.01,0.01,4251072441,6560,Yes,Master or equivalent,Female,No,Single,15,\N,1,2,65,Others,152,AL,283,162,No,No,0.34,4012,1003,0,2015,2 -71,101814,0.05,0.01,4251043430,6561,Yes,High School or below,Female,Yes,Married,106,\N,2,4,34,Technology Related Job,328,UT,383,197,No,No,0.87,1900,475,0,2015,1 -71,101814,0.05,0.01,4251043430,6561,Yes,High School or below,Female,Yes,Married,106,\N,2,4,34,Technology Related Job,328,UT,383,197,No,No,0.87,4987,712,0,2015,2 -58,43900,0.04,0.01,4251078465,6562,Yes,High School or below,Male,Yes,Married,27,\N,1,6,26,Others,192,AL,288,77,No,No,0.16,3109,1036,0,2015,1 -58,43900,0.04,0.01,4251078465,6562,Yes,High School or below,Male,Yes,Married,27,\N,1,6,26,Others,192,AL,288,77,No,No,0.16,4613,659,0,2015,2 -61,98858,0,0.01,4251055812,6563,Yes,High School or below,Female,Yes,Single,117,\N,2,0,95,Others,368,UT,388,112,No,No,0.69,3129,782,0,2015,1 -61,98858,0,0.01,4251055812,6563,Yes,High School or below,Female,Yes,Single,117,\N,2,0,95,Others,368,UT,388,112,No,No,0.69,5206,743,0,2015,2 -63,153815,0.04,0.01,4251017941,6564,Yes,High School or below,Female,Yes,Single,88,\N,3,2,64,Others,44,OK,487,147,No,Yes,0.22,1272,318,0,2015,1 -63,153815,0.04,0.01,4251017941,6564,Yes,High School or below,Female,Yes,Single,88,\N,3,2,64,Others,44,OK,487,147,No,Yes,0.22,4293,858,0,2015,2 -25,14716,0.02,0.01,4251013627,6565,Yes,High School or below,Male,Yes,Married,26,\N,1,0,83,Others,217,PA,184,162,No,No,0.67,1782,594,0,2015,1 -25,14716,0.02,0.01,4251013627,6565,Yes,High School or below,Male,Yes,Married,26,\N,1,0,83,Others,217,PA,184,162,No,No,0.67,3548,1182,0,2015,2 -27,69673,0.05,0.01,4251047149,6566,Yes,High School or below,Female,No,Single,117,\N,2,2,52,Technology Related Job,393,NM,283,197,No,No,0.2,1265,1265,0,2015,1 -27,69673,0.05,0.01,4251047149,6566,Yes,High School or below,Female,No,Single,117,\N,2,2,52,Technology Related Job,393,NM,283,197,No,No,0.2,2925,487,0,2015,2 -27,69673,0.05,0.01,4251047149,6566,Yes,High School or below,Female,No,Single,117,\N,2,2,52,Technology Related Job,393,NM,283,197,No,No,0.2,166,166,0,2015,3 -15,11759,0.05,0.01,4251008162,6567,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,0,4,43,Others,257,RI,189,77,No,No,0.49,2356,1178,0,2015,1 -15,11759,0.05,0.01,4251008162,6567,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,0,4,43,Others,257,RI,189,77,No,No,0.49,5261,526,0,2015,2 -15,11759,0.05,0.01,4251008162,6567,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,0,4,43,Others,257,RI,189,77,No,No,0.49,312,312,0,2015,3 -17,66717,0.01,0.01,4251011239,6568,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,2,6,13,Others,433,NM,288,112,No,No,0.02,670,167,0,2015,1 -17,66717,0.01,0.01,4251011239,6568,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,2,6,13,Others,433,NM,288,112,No,No,0.02,2014,503,0,2015,2 -48,177617,0.07,0.01,4251064658,6569,Yes,Master or equivalent,Female,Yes,Married,66,\N,3,4,31,Others,106,NC,485,127,No,Yes,0.48,1415,471,1,2015,1 -48,177617,0.07,0.01,4251064658,6569,Yes,Master or equivalent,Female,Yes,Married,66,\N,3,4,31,Others,106,NC,485,127,No,Yes,0.48,5102,850,1,2015,2 -50,232574,0.02,0.01,4251044514,6570,Yes,Master or equivalent,Female,Yes,Married,37,\N,0,6,1,Others,282,MT,85,162,No,No,0.01,3931,655,0,2015,1 -50,232574,0.02,0.01,4251044514,6570,Yes,Master or equivalent,Female,Yes,Married,37,\N,0,6,1,Others,282,MT,85,162,No,No,0.01,1698,424,0,2015,2 -52,37532,0.06,0.01,4251078195,6571,Yes,PhD or equivalent,Male,Yes,Single,8,\N,1,0,70,Technology Related Job,458,LA,184,197,No,No,0.54,4160,594,0,2015,1 -52,37532,0.06,0.01,4251078195,6571,Yes,PhD or equivalent,Male,Yes,Single,8,\N,1,0,70,Technology Related Job,458,LA,184,197,No,No,0.54,3107,443,0,2015,2 -40,229618,0.05,0.01,4251100065,6572,Yes,High School or below,Female,Yes,Single,48,\N,0,2,61,Others,322,MT,90,77,No,No,0.82,6243,891,0,2015,1 -40,229618,0.05,0.01,4251100065,6572,Yes,High School or below,Female,Yes,Single,48,\N,0,2,61,Others,322,MT,90,77,No,No,0.82,4249,531,0,2015,2 -42,34575,0.01,0.01,4251088428,6573,Yes,High School or below,Female,Yes,Married,19,\N,1,4,31,Others,498,ME,189,112,No,No,0.36,1950,650,0,2015,1 -42,34575,0.01,0.01,4251088428,6573,Yes,High School or below,Female,Yes,Married,19,\N,1,4,31,Others,498,ME,189,112,No,No,0.36,551,551,0,2015,2 -72,145476,0.07,0.01,4251092642,6574,Yes,High School or below,Male,Yes,Married,77,\N,2,2,49,Others,171,MD,386,127,No,No,0.81,4747,593,0,2015,1 -72,145476,0.07,0.01,4251092642,6574,Yes,High School or below,Male,Yes,Married,77,\N,2,2,49,Others,171,MD,386,127,No,No,0.81,3598,899,0,2015,2 -74,200433,0.03,0.01,4251024401,6575,Yes,High School or below,Female,Yes,Single,48,\N,0,4,18,Others,347,IL,485,162,No,No,0.34,4176,1044,0,2015,1 -74,200433,0.03,0.01,4251024401,6575,Yes,High School or below,Female,Yes,Single,48,\N,0,4,18,Others,347,IL,485,162,No,No,0.34,3773,628,0,2015,2 -76,5391,0.06,0.01,4251048363,6576,Yes,High School or below,Female,Yes,Married,19,\N,1,6,88,Technology Related Job,23,CO,84,197,No,No,0.87,4250,708,0,2015,1 -76,5391,0.06,0.01,4251048363,6576,Yes,High School or below,Female,Yes,Married,19,\N,1,6,88,Technology Related Job,23,CO,84,197,No,No,0.87,5731,818,0,2015,2 -64,197477,0.06,0.01,4251077560,6577,Yes,Bachelor or equivalent,Male,No,Married,59,\N,3,0,79,Others,387,IL,490,77,No,No,0.16,2507,835,0,2015,1 -64,197477,0.06,0.01,4251077560,6577,Yes,Bachelor or equivalent,Male,No,Married,59,\N,3,0,79,Others,387,IL,490,77,No,No,0.16,3369,842,0,2015,2 -26,58377,0.04,0.02,4251098607,6578,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,1,6,98,Others,60,IA,187,92,No,No,0.61,3455,493,0,2015,1 -26,58377,0.04,0.02,4251098607,6578,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,1,6,98,Others,60,IA,187,92,No,No,0.61,2395,598,0,2015,2 -29,113334,0,0.01,4251018049,6579,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,2,0,67,Others,236,DE,286,127,No,No,0.15,2517,839,1,2015,1 -29,113334,0,0.01,4251018049,6579,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,2,0,67,Others,236,DE,286,127,No,No,0.15,4035,807,1,2015,2 -31,168292,0.03,0.01,4251064606,6580,Yes,Master or equivalent,Male,Yes,Married,59,\N,3,2,36,Technology Related Job,412,WY,386,162,No,Yes,0.68,1952,650,0,2015,1 -31,168292,0.03,0.01,4251064606,6580,Yes,Master or equivalent,Male,Yes,Married,59,\N,3,2,36,Technology Related Job,412,WY,386,162,No,Yes,0.68,4930,616,0,2015,2 -33,223249,0.07,0,4251032568,6581,Yes,Master or equivalent,Male,Yes,Single,29,\N,0,5,6,Technology Related Job,88,TX,485,197,No,No,0.21,6963,696,0,2015,1 -33,223249,0.07,0,4251032568,6581,Yes,Master or equivalent,Male,Yes,Single,29,\N,0,5,6,Technology Related Job,88,TX,485,197,No,No,0.21,2647,661,0,2015,2 -49,221278,0.01,0.02,4251079469,6582,Yes,High School or below,Male,Yes,Married,37,\N,3,2,46,Others,449,GA,488,57,No,No,0.42,3747,936,0,2015,1 -49,221278,0.01,0.02,4251079469,6582,Yes,High School or below,Male,Yes,Married,37,\N,3,2,46,Others,449,GA,488,57,No,No,0.42,2365,788,0,2015,2 -51,26236,0.05,0.02,4251074169,6583,Yes,High School or below,Male,No,Single,8,\N,0,4,15,Others,125,AK,88,92,No,No,0.95,9621,874,0,2015,1 -51,26236,0.05,0.02,4251074169,6583,Yes,High School or below,Male,No,Single,8,\N,0,4,15,Others,125,AK,88,92,No,No,0.95,6731,673,0,2015,2 -53,81193,0,0.01,4251025198,6584,Yes,High School or below,Female,Yes,Married,98,\N,1,6,85,Others,301,VT,187,127,No,No,0.48,7476,830,0,2015,1 -53,81193,0,0.01,4251025198,6584,Yes,High School or below,Female,Yes,Married,98,\N,1,6,85,Others,301,VT,187,127,No,No,0.48,3965,991,0,2015,2 -55,136151,0.04,0.01,4251025309,6585,Yes,High School or below,Female,Yes,Single,69,\N,2,1,54,Technology Related Job,477,PA,286,162,No,No,0.01,4418,631,0,2015,1 -55,136151,0.04,0.01,4251025309,6585,Yes,High School or below,Female,Yes,Single,69,\N,2,1,54,Technology Related Job,477,PA,286,162,No,No,0.01,5092,848,0,2015,2 -71,134180,0.06,0.02,4251048284,6586,No,High School or below,Female,Yes,Married,77,\N,1,6,95,Others,337,CA,290,22,No,No,0.22,5713,816,0,2015,1 -71,134180,0.06,0.02,4251048284,6586,No,High School or below,Female,Yes,Married,77,\N,1,6,95,Others,337,CA,290,22,No,No,0.22,2255,563,0,2015,2 -73,189137,0.02,0.02,4251054883,6587,Yes,Bachelor or equivalent,Female,Yes,Single,48,\N,2,0,64,Others,14,WA,389,57,No,No,0.75,3198,639,0,2015,1 -73,189137,0.02,0.02,4251054883,6587,Yes,Bachelor or equivalent,Female,Yes,Single,48,\N,2,0,64,Others,14,WA,389,57,No,No,0.75,4641,928,0,2015,2 -76,244094,0.05,0.02,4251012402,6588,Yes,Bachelor or equivalent,Male,Yes,Married,18,\N,3,2,33,Others,190,SC,488,92,No,No,0.28,5135,733,1,2015,1 -76,244094,0.05,0.02,4251012402,6588,Yes,Bachelor or equivalent,Male,Yes,Married,18,\N,3,2,33,Others,190,SC,488,92,No,No,0.28,2648,662,1,2015,2 -78,49052,0.01,0.01,4251017010,6589,Yes,Bachelor or equivalent,Male,No,Single,109,\N,1,4,3,Others,366,NY,88,127,No,No,0.81,4397,879,0,2015,1 -78,49052,0.01,0.01,4251017010,6589,Yes,Bachelor or equivalent,Male,No,Single,109,\N,1,4,3,Others,366,NY,88,127,No,No,0.81,2321,580,0,2015,2 -78,49052,0.01,0.01,4251017010,6589,Yes,Bachelor or equivalent,Male,No,Single,109,\N,1,4,3,Others,366,NY,88,127,No,No,0.81,500,500,0,2015,3 -26,47081,0.03,0.03,4251073410,6590,Yes,Master or equivalent,Male,No,Married,117,\N,3,2,43,Others,226,WI,91,237,No,No,0.02,3497,699,0,2015,1 -26,47081,0.03,0.03,4251073410,6590,Yes,Master or equivalent,Male,No,Married,117,\N,3,2,43,Others,226,WI,91,237,No,No,0.02,2949,983,0,2015,2 -28,102038,0.06,0.02,4251030897,6591,Yes,PhD or equivalent,Male,Yes,Single,88,\N,0,4,12,Others,403,TN,190,22,No,Yes,0.56,1086,1086,0,2015,1 -28,102038,0.06,0.02,4251030897,6591,Yes,PhD or equivalent,Male,Yes,Single,88,\N,0,4,12,Others,403,TN,190,22,No,Yes,0.56,3259,543,0,2015,2 -30,156996,0.02,0.02,4251048256,6592,Yes,High School or below,Female,Yes,Married,58,\N,2,6,82,Others,79,OH,290,57,No,No,0.09,3155,450,1,2015,1 -30,156996,0.02,0.02,4251048256,6592,Yes,High School or below,Female,Yes,Married,58,\N,2,6,82,Others,79,OH,290,57,No,No,0.09,1408,704,1,2015,2 -32,211953,0.06,0.02,4251046761,6593,Yes,High School or below,Female,Yes,Single,29,\N,3,0,51,Others,255,NE,389,92,No,No,0.62,2442,610,0,2015,1 -32,211953,0.06,0.02,4251046761,6593,Yes,High School or below,Female,Yes,Single,29,\N,3,0,51,Others,255,NE,389,92,No,No,0.62,3615,723,0,2015,2 -32,211953,0.06,0.02,4251046761,6593,Yes,High School or below,Female,Yes,Single,29,\N,3,0,51,Others,255,NE,389,92,No,No,0.62,21,21,0,2015,3 -48,209982,0,0.03,4251055046,6594,Yes,High School or below,Female,No,Married,37,\N,1,6,92,Others,115,UT,392,202,No,Yes,0.83,946,473,0,2015,1 -48,209982,0,0.03,4251055046,6594,Yes,High School or below,Female,No,Married,37,\N,1,6,92,Others,115,UT,392,202,No,Yes,0.83,3056,1018,0,2015,2 -50,14940,0.03,0.03,4251079130,6595,Yes,High School or below,Female,Yes,Single,7,\N,3,0,61,Others,291,OR,492,237,No,No,0.36,2923,730,0,2015,1 -50,14940,0.03,0.03,4251079130,6595,Yes,High School or below,Female,Yes,Single,7,\N,3,0,61,Others,291,OR,492,237,No,No,0.36,2336,584,0,2015,2 -52,69897,0.07,0.02,4251023440,6596,Yes,High School or below,Female,No,Married,98,\N,0,2,30,Others,468,NH,91,22,No,No,0.89,6347,793,0,2015,1 -52,69897,0.07,0.02,4251023440,6596,Yes,High School or below,Female,No,Married,98,\N,0,2,30,Others,468,NH,91,22,No,No,0.89,4055,675,0,2015,2 -54,124854,0.03,0.02,4251087632,6597,Yes,Bachelor or equivalent,Male,Yes,Married,69,\N,1,4,0,Others,144,MI,190,57,No,No,0.42,4019,446,0,2015,1 -54,124854,0.03,0.02,4251087632,6597,Yes,Bachelor or equivalent,Male,Yes,Married,69,\N,1,4,0,Others,144,MI,190,57,No,No,0.42,5527,690,0,2015,2 -57,179812,0.06,0.02,4251012872,6598,Yes,Bachelor or equivalent,Male,Yes,Single,40,\N,2,7,69,Others,320,IA,290,92,No,No,0.95,1720,430,0,2015,1 -57,179812,0.06,0.02,4251012872,6598,Yes,Bachelor or equivalent,Male,Yes,Single,40,\N,2,7,69,Others,320,IA,290,92,No,No,0.95,7585,948,0,2015,2 -72,177841,0,0.03,4251075910,6599,Yes,Bachelor or equivalent,Male,Yes,Single,47,\N,1,4,9,Others,180,NM,293,202,No,No,0.16,3442,1147,0,2015,1 -72,177841,0,0.03,4251075910,6599,Yes,Bachelor or equivalent,Male,Yes,Single,47,\N,1,4,9,Others,180,NM,293,202,No,No,0.16,468,468,0,2015,2 -75,232798,0.04,0.03,4251050901,6600,Yes,Master or equivalent,Male,No,Single,18,\N,2,6,79,Others,357,MS,392,237,No,No,0.69,2670,534,0,2015,1 -75,232798,0.04,0.03,4251050901,6600,Yes,Master or equivalent,Male,No,Single,18,\N,2,6,79,Others,357,MS,392,237,No,No,0.69,2142,535,0,2015,2 -77,37756,0.07,0.02,4251053298,6601,Yes,Master or equivalent,Female,Yes,Married,109,\N,3,0,48,Others,33,KY,492,21,No,No,0.22,3692,738,0,2015,1 -77,37756,0.07,0.02,4251053298,6601,Yes,Master or equivalent,Female,Yes,Married,109,\N,3,0,48,Others,33,KY,492,21,No,No,0.22,2356,785,0,2015,2 -79,92713,0.03,0.02,4251097950,6602,Yes,PhD or equivalent,Female,No,Single,80,\N,1,3,18,Others,209,FL,91,56,No,Yes,0.75,3779,755,0,2015,1 -79,92713,0.03,0.02,4251097950,6602,Yes,PhD or equivalent,Female,No,Single,80,\N,1,3,18,Others,209,FL,91,56,No,Yes,0.75,3551,710,0,2015,2 -41,203614,0.01,0.02,4251020425,6603,Yes,High School or below,Male,Yes,Single,18,\N,2,0,36,Technology Related Job,381,HI,288,71,No,No,0.21,758,758,0,2015,1 -41,203614,0.01,0.02,4251020425,6603,Yes,High School or below,Male,Yes,Single,18,\N,2,0,36,Technology Related Job,381,HI,288,71,No,No,0.21,3590,897,0,2015,2 -29,145700,0.01,0.03,4251047302,6604,Yes,High School or below,Female,Yes,Single,58,\N,0,2,27,Others,245,ME,194,201,No,No,0.5,4444,634,0,2015,1 -29,145700,0.01,0.03,4251047302,6604,Yes,High School or below,Female,Yes,Single,58,\N,0,2,27,Others,245,ME,194,201,No,No,0.5,2298,574,0,2015,2 -31,200657,0.04,0.03,4251086198,6605,Yes,High School or below,Male,Yes,Married,29,\N,2,4,97,Others,422,HI,293,236,Yes,No,0.03,3908,781,0,2015,1 -31,200657,0.04,0.03,4251086198,6605,Yes,High School or below,Male,Yes,Married,29,\N,2,4,97,Others,422,HI,293,236,Yes,No,0.03,1769,884,0,2015,2 -33,5614,0,0.02,4251052951,6606,Yes,High School or below,Male,No,Single,0,\N,3,7,66,Others,98,AR,392,21,No,No,0.56,1637,327,0,2015,1 -33,5614,0,0.02,4251052951,6606,Yes,High School or below,Male,No,Single,0,\N,3,7,66,Others,98,AR,392,21,No,No,0.56,2323,774,0,2015,2 -64,116515,0.06,0.03,4251095793,6607,Yes,High School or below,Female,Yes,Single,58,\N,0,4,85,Technology Related Job,270,CO,89,36,No,Yes,0.01,11229,1020,0,2015,1 -64,116515,0.06,0.03,4251095793,6607,Yes,High School or below,Female,Yes,Single,58,\N,0,4,85,Technology Related Job,270,CO,89,36,No,Yes,0.01,3356,559,0,2015,2 -66,171472,0.02,0.02,4251077881,6608,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,1,6,54,Technology Related Job,447,WV,188,71,No,No,0.55,309,309,0,2015,1 -66,171472,0.02,0.02,4251077881,6608,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,1,6,54,Technology Related Job,447,WV,188,71,No,No,0.55,4975,995,0,2015,2 -53,113558,0.01,0.03,4251088186,6609,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,0,0,45,Others,310,CO,94,201,No,No,0.83,3386,846,0,2015,1 -53,113558,0.01,0.03,4251088186,6609,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,0,0,45,Others,310,CO,94,201,No,No,0.83,2778,463,0,2015,2 -56,168516,0.05,0.03,4251060079,6610,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,1,2,15,Others,487,WI,193,236,No,No,0.36,4752,594,0,2015,1 -56,168516,0.05,0.03,4251060079,6610,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,1,2,15,Others,487,WI,193,236,No,No,0.36,2705,541,0,2015,2 -18,29416,0.03,0.03,4251037708,6611,Yes,Master or equivalent,Male,Yes,Single,98,\N,2,0,33,Technology Related Job,159,AL,390,1,No,No,0.82,11101,925,1,2015,1 -18,29416,0.03,0.03,4251037708,6611,Yes,Master or equivalent,Male,Yes,Single,98,\N,2,0,33,Technology Related Job,159,AL,390,1,No,No,0.82,2159,719,1,2015,2 -20,84374,0.07,0.03,4251082402,6612,Yes,Master or equivalent,Male,No,Married,69,\N,3,2,2,Technology Related Job,335,TX,490,36,No,No,0.35,6576,730,0,2015,1 -20,84374,0.07,0.03,4251082402,6612,Yes,Master or equivalent,Male,No,Married,69,\N,3,2,2,Technology Related Job,335,TX,490,36,No,No,0.35,2792,465,0,2015,2 -20,84374,0.07,0.03,4251082402,6612,Yes,Master or equivalent,Male,No,Married,69,\N,3,2,2,Technology Related Job,335,TX,490,36,No,No,0.35,1356,1356,0,2015,3 -22,139331,0.02,0.02,4251046012,6613,Yes,PhD or equivalent,Female,Yes,Single,39,\N,1,4,72,Technology Related Job,12,OK,89,71,No,No,0.88,2918,729,0,2015,1 -22,139331,0.02,0.02,4251046012,6613,Yes,PhD or equivalent,Female,Yes,Single,39,\N,1,4,72,Technology Related Job,12,OK,89,71,No,No,0.88,2303,575,0,2015,2 -78,81417,0.02,0.03,4251023901,6614,Yes,High School or below,Male,Yes,Single,80,\N,3,6,63,Others,376,TX,495,201,No,No,0.16,2264,452,1,2015,1 -78,81417,0.02,0.03,4251023901,6614,Yes,High School or below,Male,Yes,Single,80,\N,3,6,63,Others,376,TX,495,201,No,No,0.16,6674,741,1,2015,2 -78,81417,0.02,0.03,4251023901,6614,Yes,High School or below,Male,Yes,Single,80,\N,3,6,63,Others,376,TX,495,201,No,No,0.16,569,569,1,2015,3 -40,192317,0,0,4251079077,6615,Yes,High School or below,Female,Yes,Single,18,\N,0,4,82,Others,48,VT,192,216,No,No,0.62,1881,470,0,2015,1 -40,192317,0,0,4251079077,6615,Yes,High School or below,Female,Yes,Single,18,\N,0,4,82,Others,48,VT,192,216,No,No,0.62,4516,903,0,2015,2 -43,247275,0.04,0.03,4251025856,6616,Yes,High School or below,Female,Yes,Married,108,\N,2,6,51,Technology Related Job,224,PA,291,1,No,No,0.15,956,478,0,2015,1 -43,247275,0.04,0.03,4251025856,6616,Yes,High School or below,Female,Yes,Married,108,\N,2,6,51,Technology Related Job,224,PA,291,1,No,No,0.15,4539,756,0,2015,2 -45,52232,0.07,0.03,4251058818,6617,Yes,High School or below,Male,Yes,Single,79,\N,3,0,20,Technology Related Job,400,NJ,390,36,No,No,0.68,2380,396,0,2015,1 -45,52232,0.07,0.03,4251058818,6617,Yes,High School or below,Male,Yes,Single,79,\N,3,0,20,Technology Related Job,400,NJ,390,36,No,No,0.68,4828,689,0,2015,2 -47,107190,0.03,0.02,4251057007,6618,Yes,High School or below,Male,No,Married,50,\N,0,3,90,Technology Related Job,77,MN,490,71,No,Yes,0.21,92,92,0,2015,1 -47,107190,0.03,0.02,4251057007,6618,Yes,High School or below,Male,No,Married,50,\N,0,3,90,Technology Related Job,77,MN,490,71,No,Yes,0.21,3605,721,0,2015,2 -47,107190,0.03,0.02,4251057007,6618,Yes,High School or below,Male,No,Married,50,\N,0,3,90,Technology Related Job,77,MN,490,71,No,Yes,0.21,174,174,0,2015,3 -35,49276,0.02,0.03,4251071903,6619,Yes,Bachelor or equivalent,Female,No,Married,91,\N,3,5,81,Others,441,NM,395,201,No,No,0.5,6814,567,0,2015,1 -35,49276,0.02,0.03,4251071903,6619,Yes,Bachelor or equivalent,Female,No,Married,91,\N,3,5,81,Others,441,NM,395,201,No,No,0.5,4746,949,0,2015,2 -65,160176,0,0.03,4251042236,6620,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,0,2,99,Technology Related Job,113,NC,92,216,No,No,0.96,3881,485,0,2015,1 -65,160176,0,0.03,4251042236,6620,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,0,2,99,Technology Related Job,113,NC,92,216,No,No,0.96,3259,465,0,2015,2 -67,215134,0.04,0.03,4251052461,6621,Yes,Bachelor or equivalent,Female,Yes,Single,119,\N,1,4,69,Technology Related Job,289,MO,192,1,No,No,0.49,3023,1007,0,2015,1 -67,215134,0.04,0.03,4251052461,6621,Yes,Bachelor or equivalent,Female,Yes,Single,119,\N,1,4,69,Technology Related Job,289,MO,192,1,No,No,0.49,2747,686,0,2015,2 -69,20091,0,0.03,4251053915,6622,Yes,Master or equivalent,Female,Yes,Married,90,\N,2,7,38,Technology Related Job,466,LA,291,36,No,No,0.02,2272,454,0,2015,1 -69,20091,0,0.03,4251053915,6622,Yes,Master or equivalent,Female,Yes,Married,90,\N,2,7,38,Technology Related Job,466,LA,291,36,No,No,0.02,2606,868,0,2015,2 -71,75049,0.03,0.02,4251024606,6623,Yes,Master or equivalent,Female,Yes,Single,61,\N,0,1,7,Technology Related Job,142,GA,390,71,No,No,0.55,3795,759,0,2015,1 -71,75049,0.03,0.02,4251024606,6623,Yes,Master or equivalent,Female,Yes,Single,61,\N,0,1,7,Technology Related Job,142,GA,390,71,No,No,0.55,8232,1029,0,2015,2 -19,73077,0.05,0,4251044305,6624,Yes,High School or below,Female,Yes,Married,68,\N,2,6,48,Others,2,NE,394,181,No,No,0.76,2591,518,0,2015,1 -19,73077,0.05,0,4251044305,6624,Yes,High School or below,Female,Yes,Married,68,\N,2,6,48,Others,2,NE,394,181,No,No,0.76,4734,789,0,2015,2 -21,128035,0.01,0.03,4251011460,6625,Yes,High School or below,Female,No,Single,39,\N,3,0,17,Technology Related Job,178,MD,493,216,No,No,0.29,2786,557,0,2015,1 -21,128035,0.01,0.03,4251011460,6625,Yes,High School or below,Female,No,Single,39,\N,3,0,17,Technology Related Job,178,MD,493,216,No,No,0.29,1733,577,0,2015,2 -24,182992,0.05,0.03,4251058391,6626,Yes,High School or below,Male,Yes,Married,10,\N,1,3,87,Technology Related Job,354,IL,92,1,Yes,No,0.82,3280,820,1,2015,1 -24,182992,0.05,0.03,4251058391,6626,Yes,High School or below,Male,Yes,Married,10,\N,1,3,87,Technology Related Job,354,IL,92,1,Yes,No,0.82,5273,659,1,2015,2 -26,237950,0,0.03,4251074888,6627,Yes,High School or below,Male,Yes,Married,101,\N,2,5,56,Technology Related Job,31,CA,192,36,No,No,0.35,6373,910,0,2015,1 -26,237950,0,0.03,4251074888,6627,Yes,High School or below,Male,Yes,Married,101,\N,2,5,56,Technology Related Job,31,CA,192,36,No,No,0.35,1907,635,0,2015,2 -26,237950,0,0.03,4251074888,6627,Yes,High School or below,Male,Yes,Married,101,\N,2,5,56,Technology Related Job,31,CA,192,36,No,No,0.35,431,431,0,2015,3 -42,235979,0.02,0,4251056019,6628,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,0,2,96,Others,391,MI,195,146,No,No,0.56,2462,615,0,2015,1 -42,235979,0.02,0,4251056019,6628,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,0,2,96,Others,391,MI,195,146,No,No,0.56,4199,839,0,2015,2 -42,235979,0.02,0,4251056019,6628,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,0,2,96,Others,391,MI,195,146,No,No,0.56,250,250,0,2015,3 -44,40936,0.06,0,4251011979,6629,Yes,Bachelor or equivalent,Male,No,Single,79,\N,2,4,66,Others,67,IA,294,181,No,Yes,0.09,6962,773,0,2015,1 -44,40936,0.06,0,4251011979,6629,Yes,Bachelor or equivalent,Male,No,Single,79,\N,2,4,66,Others,67,IA,294,181,No,Yes,0.09,3433,572,0,2015,2 -44,40936,0.06,0,4251011979,6629,Yes,Bachelor or equivalent,Male,No,Single,79,\N,2,4,66,Others,67,IA,294,181,No,Yes,0.09,1073,1073,0,2015,3 -46,95894,0.01,0.03,4251081812,6630,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,3,7,35,Technology Related Job,243,CT,394,216,No,No,0.62,3671,1223,0,2015,1 -46,95894,0.01,0.03,4251081812,6630,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,3,7,35,Technology Related Job,243,CT,394,216,No,No,0.62,3210,535,0,2015,2 -48,150851,0.05,0.03,4251054396,6631,Yes,Bachelor or equivalent,Female,No,Married,21,\N,0,1,4,Technology Related Job,420,WY,493,1,No,No,0.15,8738,873,0,2015,1 -48,150851,0.05,0.03,4251054396,6631,Yes,Bachelor or equivalent,Female,No,Married,21,\N,0,1,4,Technology Related Job,420,WY,493,1,No,No,0.15,5015,835,0,2015,2 -48,150851,0.05,0.03,4251054396,6631,Yes,Bachelor or equivalent,Female,No,Married,21,\N,0,1,4,Technology Related Job,420,WY,493,1,No,No,0.15,496,496,0,2015,3 -64,148880,0.07,0.01,4251019808,6632,Yes,Master or equivalent,Female,Yes,Married,28,\N,2,6,45,Others,280,KY,496,111,No,No,0.37,6172,1028,0,2015,1 -64,148880,0.07,0.01,4251019808,6632,Yes,Master or equivalent,Female,Yes,Married,28,\N,2,6,45,Others,280,KY,496,111,No,No,0.37,1695,847,0,2015,2 -66,203838,0.03,0,4251097140,6633,Yes,High School or below,Female,Yes,Married,119,\N,0,0,14,Others,456,FL,96,146,No,No,0.9,7993,799,0,2015,1 -66,203838,0.03,0,4251097140,6633,Yes,High School or below,Female,Yes,Married,119,\N,0,0,14,Others,456,FL,96,146,No,No,0.9,1793,448,0,2015,2 -68,8795,0.06,0,4251063730,6634,Yes,High School or below,Male,Yes,Single,90,\N,1,2,84,Others,132,AK,195,181,No,No,0.43,6066,758,0,2015,2 -71,63752,0.02,0.03,4251040225,6635,Yes,High School or below,Male,No,Married,61,\N,2,5,53,Technology Related Job,308,VT,294,216,No,No,0.96,4859,971,0,2015,1 -71,63752,0.02,0.03,4251040225,6635,Yes,High School or below,Male,No,Married,61,\N,2,5,53,Technology Related Job,308,VT,294,216,No,No,0.96,962,481,0,2015,2 -73,118710,0.06,0.03,4251076103,6636,Yes,High School or below,Male,Yes,Single,32,\N,3,7,22,Technology Related Job,485,OR,393,1,No,No,0.49,1967,983,0,2015,1 -73,118710,0.06,0.03,4251076103,6636,Yes,High School or below,Male,Yes,Single,32,\N,3,7,22,Technology Related Job,485,OR,393,1,No,No,0.49,1277,638,0,2015,2 -73,118710,0.06,0.03,4251076103,6636,Yes,High School or below,Male,Yes,Single,32,\N,3,7,22,Technology Related Job,485,OR,393,1,No,No,0.49,1187,1187,0,2015,3 -21,116739,0,0.01,4251099591,6637,Yes,High School or below,Male,Yes,Married,39,\N,2,4,63,Others,345,AR,397,111,No,No,0.7,4689,781,0,2015,1 -21,116739,0,0.01,4251099591,6637,Yes,High School or below,Male,Yes,Married,39,\N,2,4,63,Others,345,AR,397,111,No,No,0.7,2574,858,0,2015,2 -23,171696,0.03,0,4251018543,6638,Yes,High School or below,Male,Yes,Single,10,\N,3,6,32,Others,21,WA,496,146,No,No,0.23,3346,669,0,2015,1 -23,171696,0.03,0,4251018543,6638,Yes,High School or below,Male,Yes,Single,10,\N,3,6,32,Others,21,WA,496,146,No,No,0.23,2928,732,0,2015,2 -25,226654,0.07,0,4251093355,6639,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,0,1,1,Technology Related Job,197,RI,95,181,No,No,0.76,3955,791,0,2015,1 -25,226654,0.07,0,4251093355,6639,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,0,1,1,Technology Related Job,197,RI,95,181,No,No,0.76,3197,799,0,2015,2 -27,31611,0.03,0.03,4251047760,6640,Yes,Bachelor or equivalent,Female,Yes,Single,72,\N,2,3,71,Technology Related Job,374,NY,195,216,No,Yes,0.29,2362,787,0,2015,1 -27,31611,0.03,0.03,4251047760,6640,Yes,Bachelor or equivalent,Female,Yes,Single,72,\N,2,3,71,Technology Related Job,374,NY,195,216,No,Yes,0.29,2888,722,0,2015,2 -43,29640,0.05,0.01,4251067902,6641,Yes,Master or equivalent,Female,Yes,Married,79,\N,0,0,11,Others,234,WI,198,76,No,No,0.5,2856,714,0,2015,1 -43,29640,0.05,0.01,4251067902,6641,Yes,Master or equivalent,Female,Yes,Married,79,\N,0,0,11,Others,234,WI,198,76,No,No,0.5,533,533,0,2015,2 -45,84598,0,0.01,4251069568,6642,Yes,Master or equivalent,Female,No,Single,50,\N,1,2,81,Others,410,SD,297,111,No,No,0.03,642,321,0,2015,1 -45,84598,0,0.01,4251069568,6642,Yes,Master or equivalent,Female,No,Single,50,\N,1,2,81,Others,410,SD,297,111,No,No,0.03,3900,650,0,2015,2 -47,139555,0.04,0,4251016814,6643,No,PhD or equivalent,Male,Yes,Married,21,\N,3,5,50,Others,86,ND,397,146,No,No,0.56,1943,388,0,2015,1 -47,139555,0.04,0,4251016814,6643,No,PhD or equivalent,Male,Yes,Married,21,\N,3,5,50,Others,86,ND,397,146,No,No,0.56,7217,1031,0,2015,2 -49,194512,0.07,0,4251031621,6644,Yes,High School or below,Male,Yes,Single,111,\N,0,7,19,Technology Related Job,262,NE,496,181,No,No,0.1,1790,447,0,2015,1 -49,194512,0.07,0,4251031621,6644,Yes,High School or below,Male,Yes,Single,111,\N,0,7,19,Technology Related Job,262,NE,496,181,No,No,0.1,6150,878,0,2015,2 -12,55413,0.06,0,4251062270,6645,Yes,High School or below,Female,Yes,Single,49,\N,1,4,38,Technology Related Job,435,NH,193,196,No,Yes,0.55,2046,1023,0,2015,1 -12,55413,0.06,0,4251062270,6645,Yes,High School or below,Female,Yes,Single,49,\N,1,4,38,Technology Related Job,435,NH,193,196,No,Yes,0.55,3322,664,0,2015,2 -67,247499,0.05,0.01,4251092604,6646,Yes,High School or below,Male,Yes,Single,90,\N,0,6,29,Others,299,OK,99,76,No,No,0.84,2928,585,0,2015,1 -67,247499,0.05,0.01,4251092604,6646,Yes,High School or below,Male,Yes,Single,90,\N,0,6,29,Others,299,OK,99,76,No,No,0.84,3933,786,0,2015,2 -70,52456,0.01,0.01,4251025854,6647,Yes,High School or below,Female,Yes,Married,61,\N,1,1,99,Others,475,NH,198,111,No,No,0.37,3310,662,0,2015,1 -70,52456,0.01,0.01,4251025854,6647,Yes,High School or below,Female,Yes,Married,61,\N,1,1,99,Others,475,NH,198,111,No,No,0.37,4465,744,0,2015,2 -72,107414,0.04,0,4251091213,6648,Yes,High School or below,Female,No,Single,31,\N,2,3,68,Others,151,MA,297,146,No,No,0.9,1797,599,0,2015,1 -72,107414,0.04,0,4251091213,6648,Yes,High School or below,Female,No,Single,31,\N,2,3,68,Others,151,MA,297,146,No,No,0.9,3591,718,0,2015,2 -74,162371,0,0,4251014107,6649,Yes,High School or below,Female,Yes,Married,2,\N,3,5,37,Technology Related Job,328,IN,397,181,No,No,0.43,1767,353,0,2015,1 -74,162371,0,0,4251014107,6649,Yes,High School or below,Female,Yes,Married,2,\N,3,5,37,Technology Related Job,328,IN,397,181,No,No,0.43,5228,522,0,2015,2 -36,23272,0.06,0,4251052208,6650,Yes,Bachelor or equivalent,Male,Yes,Married,60,\N,1,3,56,Technology Related Job,0,KS,94,196,No,No,0.89,4978,711,0,2015,1 -36,23272,0.06,0,4251052208,6650,Yes,Bachelor or equivalent,Male,Yes,Married,60,\N,1,3,56,Technology Related Job,0,KS,94,196,No,No,0.89,5285,755,0,2015,2 -24,215358,0.06,0.01,4251059388,6651,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,3,5,47,Others,364,MS,499,76,No,No,0.17,4849,606,1,2015,1 -24,215358,0.06,0.01,4251059388,6651,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,3,5,47,Others,364,MS,499,76,No,No,0.17,2697,539,1,2015,2 -24,215358,0.06,0.01,4251059388,6651,Yes,Bachelor or equivalent,Female,Yes,Married,101,\N,3,5,47,Others,364,MS,499,76,No,No,0.17,464,464,1,2015,3 -26,20315,0.01,0,4251029904,6652,Yes,Master or equivalent,Male,Yes,Single,71,\N,0,7,16,Others,40,KS,99,111,No,No,0.7,3799,633,0,2015,1 -26,20315,0.01,0,4251029904,6652,Yes,Master or equivalent,Male,Yes,Single,71,\N,0,7,16,Others,40,KS,99,111,No,No,0.7,4478,639,0,2015,2 -28,75272,0.05,0,4251085202,6653,Yes,Master or equivalent,Male,Yes,Married,42,\N,2,1,86,Others,216,FL,198,146,No,No,0.23,7053,783,0,2015,1 -28,75272,0.05,0,4251085202,6653,Yes,Master or equivalent,Male,Yes,Married,42,\N,2,1,86,Others,216,FL,198,146,No,No,0.23,3724,620,0,2015,2 -59,186173,0.03,0,4251046327,6654,Yes,PhD or equivalent,Female,No,Married,100,\N,3,7,4,Technology Related Job,389,HI,395,161,No,No,0.69,3160,790,0,2015,1 -59,186173,0.03,0,4251046327,6654,Yes,PhD or equivalent,Female,No,Married,100,\N,3,7,4,Technology Related Job,389,HI,395,161,No,No,0.69,6000,750,0,2015,2 -61,241130,0.07,0,4251068490,6655,Yes,High School or below,Male,Yes,Single,71,\N,0,1,74,Technology Related Job,65,AZ,494,196,No,No,0.22,5241,655,0,2015,1 -61,241130,0.07,0,4251068490,6655,Yes,High School or below,Male,Yes,Single,71,\N,0,1,74,Technology Related Job,65,AZ,494,196,No,No,0.22,3224,460,0,2015,2 -49,183216,0.06,0.01,4251022300,6656,Yes,High School or below,Female,Yes,Single,111,\N,3,3,65,Others,429,HI,400,76,No,No,0.51,4974,994,0,2015,1 -49,183216,0.06,0.01,4251022300,6656,Yes,High School or below,Female,Yes,Single,111,\N,3,3,65,Others,429,HI,400,76,No,No,0.51,1896,948,0,2015,2 -51,238174,0.02,0,4251067911,6657,Yes,High School or below,Female,Yes,Married,82,\N,0,5,34,Others,105,AR,499,111,Yes,No,0.04,4235,1058,0,2015,1 -51,238174,0.02,0,4251067911,6657,Yes,High School or below,Female,Yes,Married,82,\N,0,5,34,Others,105,AR,499,111,Yes,No,0.04,829,414,0,2015,2 -13,99074,0,0.01,4251045314,6658,Yes,High School or below,Male,Yes,Married,20,\N,1,2,53,Technology Related Job,278,CA,196,126,No,No,0.49,6647,830,0,2015,1 -13,99074,0,0.01,4251045314,6658,Yes,High School or below,Male,Yes,Married,20,\N,1,2,53,Technology Related Job,278,CA,196,126,No,No,0.49,6634,1326,0,2015,2 -15,154032,0.04,0,4251079899,6659,Yes,High School or below,Female,Yes,Single,111,\N,2,5,22,Technology Related Job,454,WV,296,161,No,No,0.02,1632,816,0,2015,1 -15,154032,0.04,0,4251079899,6659,Yes,High School or below,Female,Yes,Single,111,\N,2,5,22,Technology Related Job,454,WV,296,161,No,No,0.02,4148,829,0,2015,2 -17,208989,0.07,0,4251050526,6660,Yes,Bachelor or equivalent,Female,No,Single,82,\N,3,7,91,Technology Related Job,130,SD,395,196,No,No,0.55,2317,772,0,2015,1 -17,208989,0.07,0,4251050526,6660,Yes,Bachelor or equivalent,Female,No,Single,82,\N,3,7,91,Technology Related Job,130,SD,395,196,No,No,0.55,3526,705,0,2015,2 -33,207018,0.01,0.02,4251012681,6661,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,2,4,32,Technology Related Job,490,CT,398,56,No,No,0.76,5398,1079,0,2015,1 -33,207018,0.01,0.02,4251012681,6661,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,2,4,32,Technology Related Job,490,CT,398,56,No,No,0.76,2371,395,0,2015,2 -35,11975,0.05,0.01,4251096093,6662,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,3,6,1,Technology Related Job,167,WY,498,91,No,No,0.3,2844,568,0,2015,1 -35,11975,0.05,0.01,4251096093,6662,Yes,Bachelor or equivalent,Female,Yes,Married,60,\N,3,6,1,Technology Related Job,167,WY,498,91,No,No,0.3,2463,821,0,2015,2 -38,66933,0,0.01,4251067667,6663,No,Master or equivalent,Female,Yes,Married,31,\N,0,1,71,Technology Related Job,343,TX,97,126,No,No,0.83,3615,903,0,2015,1 -38,66933,0,0.01,4251067667,6663,No,Master or equivalent,Female,Yes,Married,31,\N,0,1,71,Technology Related Job,343,TX,97,126,No,No,0.83,3678,525,0,2015,2 -40,121890,0.04,0,4251057130,6664,Yes,Master or equivalent,Male,Yes,Single,2,\N,2,3,40,Technology Related Job,19,OH,196,161,No,No,0.36,3257,1085,0,2015,1 -40,121890,0.04,0,4251057130,6664,Yes,Master or equivalent,Male,Yes,Single,2,\N,2,3,40,Technology Related Job,19,OH,196,161,No,No,0.36,2523,630,0,2015,2 -42,176848,0,0,4251010885,6665,Yes,PhD or equivalent,Male,Yes,Married,92,\N,3,5,9,Non-technology Related Job,195,NV,295,196,No,No,0.89,1287,1287,0,2015,1 -42,176848,0,0,4251010885,6665,Yes,PhD or equivalent,Male,Yes,Married,92,\N,3,5,9,Non-technology Related Job,195,NV,295,196,No,No,0.89,2562,640,0,2015,2 -58,174877,0.02,0.02,4251052277,6666,Yes,High School or below,Male,Yes,Single,100,\N,1,2,50,Technology Related Job,55,VT,299,56,No,No,0.1,5732,1146,0,2015,1 -58,174877,0.02,0.02,4251052277,6666,Yes,High School or below,Male,Yes,Single,100,\N,1,2,50,Technology Related Job,55,VT,299,56,No,No,0.1,1398,699,0,2015,2 -60,229834,0.05,0.01,4251071401,6667,Yes,High School or below,Male,Yes,Married,71,\N,3,5,19,Technology Related Job,232,OR,398,91,No,Yes,0.63,5484,914,0,2015,1 -60,229834,0.05,0.01,4251071401,6667,Yes,High School or below,Male,Yes,Married,71,\N,3,5,19,Technology Related Job,232,OR,398,91,No,Yes,0.63,4553,910,0,2015,2 -62,34792,0.01,0.01,4251008284,6668,Yes,High School or below,Female,Yes,Single,42,\N,0,7,88,Technology Related Job,408,NJ,497,126,No,No,0.16,2776,694,0,2015,1 -62,34792,0.01,0.01,4251008284,6668,Yes,High School or below,Female,Yes,Single,42,\N,0,7,88,Technology Related Job,408,NJ,497,126,No,No,0.16,4184,1046,0,2015,2 -78,32821,0.03,0.02,4251085355,6669,Yes,High School or below,Male,Yes,Married,49,\N,2,4,29,Others,268,WA,1,236,No,No,0.37,2695,898,0,2015,1 -78,32821,0.03,0.02,4251085355,6669,Yes,High School or below,Male,Yes,Married,49,\N,2,4,29,Others,268,WA,1,236,No,No,0.37,6286,1047,0,2015,2 -78,32821,0.03,0.02,4251085355,6669,Yes,High School or below,Male,Yes,Married,49,\N,2,4,29,Others,268,WA,1,236,No,No,0.37,1184,1184,0,2015,3 -12,87778,0.07,0.02,4251073124,6670,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,0,6,98,Technology Related Job,444,SC,100,21,No,No,0.9,4118,686,0,2015,1 -12,87778,0.07,0.02,4251073124,6670,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,0,6,98,Technology Related Job,444,SC,100,21,No,No,0.9,7203,654,0,2015,2 -14,142735,0.02,0.02,4251020776,6671,Yes,Bachelor or equivalent,Female,No,Married,111,\N,1,1,68,Technology Related Job,121,NY,199,56,No,No,0.43,5514,919,0,2015,1 -14,142735,0.02,0.02,4251020776,6671,Yes,Bachelor or equivalent,Female,No,Married,111,\N,1,1,68,Technology Related Job,121,NY,199,56,No,No,0.43,3323,830,0,2015,2 -17,197693,0.06,0.01,4251074884,6672,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,2,3,37,Technology Related Job,297,MO,299,91,No,No,0.96,3251,650,0,2015,1 -17,197693,0.06,0.01,4251074884,6672,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,2,3,37,Technology Related Job,297,MO,299,91,No,No,0.96,3282,656,0,2015,2 -19,2650,0.01,0.01,4251083099,6673,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,3,5,6,Technology Related Job,473,KY,398,126,No,No,0.49,4935,987,0,2015,1 -19,2650,0.01,0.01,4251083099,6673,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,3,5,6,Technology Related Job,473,KY,398,126,No,No,0.49,1300,1300,0,2015,2 -35,679,0.03,0.02,4251090739,6674,Yes,PhD or equivalent,Male,Yes,Single,60,\N,2,2,47,Others,333,ND,401,236,No,No,0.71,4459,557,0,2015,1 -35,679,0.03,0.02,4251090739,6674,Yes,PhD or equivalent,Male,Yes,Single,60,\N,2,2,47,Others,333,ND,401,236,No,No,0.71,4729,945,0,2015,2 -37,55637,0.07,0.02,4251020181,6675,Yes,High School or below,Male,Yes,Married,31,\N,3,4,16,Technology Related Job,9,NE,1,21,No,No,0.24,2000,1000,0,2015,1 -37,55637,0.07,0.02,4251020181,6675,Yes,High School or below,Male,Yes,Married,31,\N,3,4,16,Technology Related Job,9,NE,1,21,No,No,0.24,1321,660,0,2015,2 -39,110594,0.03,0.02,4251061279,6676,Yes,High School or below,Female,Yes,Single,1,\N,0,7,85,Technology Related Job,186,ME,100,56,No,No,0.77,3656,609,0,2015,1 -39,110594,0.03,0.02,4251061279,6676,Yes,High School or below,Female,Yes,Single,1,\N,0,7,85,Technology Related Job,186,ME,100,56,No,No,0.77,3910,651,0,2015,2 -39,110594,0.03,0.02,4251061279,6676,Yes,High School or below,Female,Yes,Single,1,\N,0,7,85,Technology Related Job,186,ME,100,56,No,No,0.77,1341,1341,0,2015,3 -41,165552,0.06,0.01,4251015904,6677,Yes,High School or below,Female,No,Married,92,\N,2,1,55,Technology Related Job,362,ID,199,91,No,No,0.3,3819,763,0,2015,1 -41,165552,0.06,0.01,4251015904,6677,Yes,High School or below,Female,No,Married,92,\N,2,1,55,Technology Related Job,362,ID,199,91,No,No,0.3,3774,943,0,2015,2 -57,163581,0,0.03,4251051111,6678,Yes,High School or below,Female,No,Single,100,\N,0,6,95,Others,222,NH,203,201,No,No,0.51,702,351,0,2015,1 -57,163581,0,0.03,4251051111,6678,Yes,High School or below,Female,No,Single,100,\N,0,6,95,Others,222,NH,203,201,No,No,0.51,5086,847,0,2015,2 -59,218538,0.04,0.02,4251032302,6679,Yes,High School or below,Female,Yes,Married,71,\N,1,0,65,Technology Related Job,398,MI,302,236,No,No,0.04,6552,819,0,2015,1 -59,218538,0.04,0.02,4251032302,6679,Yes,High School or below,Female,Yes,Married,71,\N,1,0,65,Technology Related Job,398,MI,302,236,No,No,0.04,4623,770,0,2015,2 -59,218538,0.04,0.02,4251032302,6679,Yes,High School or below,Female,Yes,Married,71,\N,1,0,65,Technology Related Job,398,MI,302,236,No,No,0.04,339,339,0,2015,3 -61,23495,0,0.02,4251053993,6680,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,3,3,34,Technology Related Job,75,IN,401,21,No,No,0.57,2729,909,0,2015,1 -61,23495,0,0.02,4251053993,6680,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,3,3,34,Technology Related Job,75,IN,401,21,No,No,0.57,2110,703,0,2015,2 -63,78453,0.03,0.02,4251090544,6681,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,0,5,3,Technology Related Job,251,CT,1,56,No,No,0.1,3744,468,0,2015,1 -63,78453,0.03,0.02,4251090544,6681,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,0,5,3,Technology Related Job,251,CT,1,56,No,No,0.1,5252,656,0,2015,2 -26,189353,0.01,0.02,4251059215,6682,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,1,2,22,Non-technology Related Job,423,FL,198,71,No,No,0.56,3400,850,0,2015,1 -26,189353,0.01,0.02,4251059215,6682,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,1,2,22,Non-technology Related Job,423,FL,198,71,No,No,0.56,731,243,0,2015,2 -26,189353,0.01,0.02,4251059215,6682,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,1,2,22,Non-technology Related Job,423,FL,198,71,No,No,0.56,18,18,0,2015,3 -13,131439,0.01,0.03,4251054414,6683,Yes,Master or equivalent,Male,Yes,Married,111,\N,3,4,13,Others,287,KS,103,201,No,No,0.84,3454,690,0,2015,1 -13,131439,0.01,0.03,4251054414,6683,Yes,Master or equivalent,Male,Yes,Married,111,\N,3,4,13,Others,287,KS,103,201,No,No,0.84,4937,822,0,2015,2 -16,186397,0.05,0.02,4251016554,6684,Yes,Master or equivalent,Male,No,Single,81,\N,1,7,82,Technology Related Job,463,FL,203,236,Yes,No,0.37,3856,642,1,2015,1 -16,186397,0.05,0.02,4251016554,6684,Yes,Master or equivalent,Male,No,Single,81,\N,1,7,82,Technology Related Job,463,FL,203,236,Yes,No,0.37,4363,623,1,2015,2 -18,241354,0,0.02,4251010222,6685,Yes,PhD or equivalent,Female,Yes,Married,52,\N,2,1,52,Technology Related Job,140,AK,302,21,No,No,0.91,4053,675,0,2015,1 -18,241354,0,0.02,4251010222,6685,Yes,PhD or equivalent,Female,Yes,Married,52,\N,2,1,52,Technology Related Job,140,AK,302,21,No,No,0.91,3304,1101,0,2015,2 -48,102255,0.06,0.02,4251053904,6686,Yes,High School or below,Male,Yes,Married,110,\N,3,6,70,Non-technology Related Job,312,AZ,499,36,No,No,0.36,3028,757,1,2015,1 -48,102255,0.06,0.02,4251053904,6686,Yes,High School or below,Male,Yes,Married,110,\N,3,6,70,Non-technology Related Job,312,AZ,499,36,No,No,0.36,3603,720,1,2015,2 -50,157212,0.02,0.02,4251090644,6687,Yes,High School or below,Male,Yes,Single,81,\N,0,1,40,Non-technology Related Job,488,VA,98,71,No,No,0.89,2884,480,0,2015,1 -50,157212,0.02,0.02,4251090644,6687,Yes,High School or below,Male,Yes,Single,81,\N,0,1,40,Non-technology Related Job,488,VA,98,71,No,No,0.89,2399,1199,0,2015,2 -38,99298,0.01,0.03,4251078796,6688,Yes,High School or below,Female,No,Single,1,\N,3,3,31,Others,352,AR,4,201,No,No,0.18,1673,557,0,2015,1 -38,99298,0.01,0.03,4251078796,6688,Yes,High School or below,Female,No,Single,1,\N,3,3,31,Others,352,AR,4,201,No,No,0.18,9171,1146,0,2015,2 -40,154256,0.05,0.02,4251036896,6689,Yes,High School or below,Male,Yes,Married,92,\N,0,5,0,Technology Related Job,29,VA,103,236,No,No,0.71,3405,1135,0,2015,1 -40,154256,0.05,0.02,4251036896,6689,Yes,High School or below,Male,Yes,Married,92,\N,0,5,0,Technology Related Job,29,VA,103,236,No,No,0.71,3922,980,0,2015,2 -71,15156,0.03,0.03,4251031808,6690,Yes,High School or below,Female,Yes,Married,30,\N,1,2,19,Technology Related Job,201,WV,300,1,No,No,0.16,1707,426,0,2015,1 -71,15156,0.03,0.03,4251031808,6690,Yes,High School or below,Female,Yes,Married,30,\N,1,2,19,Technology Related Job,201,WV,300,1,No,No,0.16,5693,711,0,2015,2 -73,70113,0.07,0.02,4251008516,6691,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,3,5,88,Non-technology Related Job,377,SD,400,36,No,No,0.7,3216,536,0,2015,1 -73,70113,0.07,0.02,4251008516,6691,Yes,Bachelor or equivalent,Female,Yes,Single,1,\N,3,5,88,Non-technology Related Job,377,SD,400,36,No,No,0.7,176,176,0,2015,2 -75,125071,0.02,0.02,4251075787,6692,Yes,Bachelor or equivalent,Female,Yes,Married,92,\N,0,7,58,Non-technology Related Job,53,NC,499,71,No,No,0.23,3254,1084,0,2015,1 -75,125071,0.02,0.02,4251075787,6692,Yes,Bachelor or equivalent,Female,Yes,Married,92,\N,0,7,58,Non-technology Related Job,53,NC,499,71,No,No,0.23,694,694,0,2015,2 -63,67157,0.02,0.03,4251042928,6693,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,2,1,49,Others,417,SD,405,201,No,No,0.51,3346,836,0,2015,1 -63,67157,0.02,0.03,4251042928,6693,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,2,1,49,Others,417,SD,405,201,No,No,0.51,2551,364,0,2015,2 -25,178057,0,0.03,4251075145,6694,Yes,Master or equivalent,Female,No,Married,70,\N,0,6,67,Technology Related Job,90,TX,101,216,No,Yes,0.97,3759,939,0,2015,1 -25,178057,0,0.03,4251075145,6694,Yes,Master or equivalent,Female,No,Married,70,\N,0,6,67,Technology Related Job,90,TX,101,216,No,Yes,0.97,4613,576,0,2015,2 -27,233015,0.04,0.03,4251041361,6695,Yes,Master or equivalent,Male,Yes,Single,41,\N,1,1,37,Technology Related Job,266,OH,201,1,No,No,0.5,5401,675,0,2015,1 -27,233015,0.04,0.03,4251041361,6695,Yes,Master or equivalent,Male,Yes,Single,41,\N,1,1,37,Technology Related Job,266,OH,201,1,No,No,0.5,1534,511,0,2015,2 -29,37972,0.07,0.02,4251029595,6696,Yes,PhD or equivalent,Male,Yes,Single,12,\N,2,3,6,Non-technology Related Job,442,NV,300,36,No,No,0.03,5230,653,1,2015,1 -29,37972,0.07,0.02,4251029595,6696,Yes,PhD or equivalent,Male,Yes,Single,12,\N,2,3,6,Non-technology Related Job,442,NV,300,36,No,No,0.03,11344,872,1,2015,2 -31,92930,0.03,0.02,4251074939,6697,Yes,High School or below,Female,Yes,Married,102,\N,3,5,75,Non-technology Related Job,119,MA,399,71,No,No,0.56,3513,501,1,2015,1 -31,92930,0.03,0.02,4251074939,6697,Yes,High School or below,Female,Yes,Married,102,\N,3,5,75,Non-technology Related Job,119,MA,399,71,No,No,0.56,4857,809,1,2015,2 -19,35016,0.02,0.03,4251030560,6698,Yes,High School or below,Male,Yes,Married,23,\N,2,7,67,Technology Related Job,483,NV,305,201,No,No,0.85,3690,527,0,2015,1 -19,35016,0.02,0.03,4251030560,6698,Yes,High School or below,Male,Yes,Married,23,\N,2,7,67,Technology Related Job,483,NV,305,201,No,No,0.85,3561,890,0,2015,2 -49,145916,0.01,0.03,4251073282,6699,Yes,High School or below,Female,Yes,Married,81,\N,3,4,85,Technology Related Job,155,NJ,2,216,No,No,0.3,7181,1025,0,2015,1 -49,145916,0.01,0.03,4251073282,6699,Yes,High School or below,Female,Yes,Married,81,\N,3,4,85,Technology Related Job,155,NJ,2,216,No,No,0.3,5455,606,0,2015,2 -52,200873,0.04,0.03,4251048153,6700,Yes,High School or below,Female,No,Single,52,\N,0,7,55,Technology Related Job,331,MN,101,1,No,No,0.83,4060,1015,0,2015,1 -52,200873,0.04,0.03,4251048153,6700,Yes,High School or below,Female,No,Single,52,\N,0,7,55,Technology Related Job,331,MN,101,1,No,No,0.83,1189,396,0,2015,2 -54,5831,0,0.02,4251099063,6701,Yes,High School or below,Male,Yes,Married,22,\N,2,1,24,Non-technology Related Job,7,IA,201,36,No,No,0.36,1619,539,0,2015,1 -54,5831,0,0.02,4251099063,6701,Yes,High School or below,Male,Yes,Married,22,\N,2,1,24,Non-technology Related Job,7,IA,201,36,No,No,0.36,4034,576,0,2015,2 -56,60788,0.03,0.02,4251080859,6702,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,3,3,93,Non-technology Related Job,184,DE,300,71,No,No,0.89,3848,549,0,2015,1 -56,60788,0.03,0.02,4251080859,6702,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,3,3,93,Non-technology Related Job,184,DE,300,71,No,No,0.89,1504,752,0,2015,2 -72,58817,0.06,0.03,4251017198,6703,Yes,Bachelor or equivalent,Male,Yes,Married,1,\N,1,0,34,Technology Related Job,44,MO,303,181,No,No,0.11,3181,397,0,2015,1 -72,58817,0.06,0.03,4251017198,6703,Yes,Bachelor or equivalent,Male,Yes,Married,1,\N,1,0,34,Technology Related Job,44,MO,303,181,No,No,0.11,1892,946,0,2015,2 -72,58817,0.06,0.03,4251017198,6703,Yes,Bachelor or equivalent,Male,Yes,Married,1,\N,1,0,34,Technology Related Job,44,MO,303,181,No,No,0.11,422,422,0,2015,3 -74,113775,0.01,0.03,4251043451,6704,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,3,3,3,Technology Related Job,220,LA,403,216,No,No,0.64,3749,624,0,2015,1 -74,113775,0.01,0.03,4251043451,6704,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,3,3,3,Technology Related Job,220,LA,403,216,No,No,0.64,6740,748,0,2015,2 -76,168732,0.05,0.03,4251098523,6705,Yes,Master or equivalent,Male,Yes,Married,62,\N,0,5,72,Non-technology Related Job,396,GA,2,1,Yes,Yes,0.17,7361,669,0,2015,1 -76,168732,0.05,0.03,4251098523,6705,Yes,Master or equivalent,Male,Yes,Married,62,\N,0,5,72,Non-technology Related Job,396,GA,2,1,Yes,Yes,0.17,5415,773,0,2015,2 -78,223690,0,0.02,4251015509,6706,Yes,Master or equivalent,Female,No,Single,33,\N,1,7,42,Non-technology Related Job,73,AZ,101,36,No,No,0.7,2852,950,0,2015,1 -78,223690,0,0.02,4251015509,6706,Yes,Master or equivalent,Female,No,Single,33,\N,1,7,42,Non-technology Related Job,73,AZ,101,36,No,No,0.7,6391,798,0,2015,2 -12,28647,0.04,0.02,4251031137,6707,Yes,High School or below,Female,Yes,Married,4,\N,2,1,11,Non-technology Related Job,249,VT,201,71,No,No,0.23,1263,315,0,2015,1 -12,28647,0.04,0.02,4251031137,6707,Yes,High School or below,Female,Yes,Married,4,\N,2,1,11,Non-technology Related Job,249,VT,201,71,No,No,0.23,3116,779,0,2015,2 -28,26676,0.06,0.03,4251035701,6708,Yes,High School or below,Female,Yes,Single,12,\N,1,7,52,Technology Related Job,109,ID,204,181,No,No,0.44,6852,761,0,2015,1 -28,26676,0.06,0.03,4251035701,6708,Yes,High School or below,Female,Yes,Single,12,\N,1,7,52,Technology Related Job,109,ID,204,181,No,No,0.44,2025,506,0,2015,2 -30,81633,0.02,0.03,4251015982,6709,Yes,High School or below,Female,Yes,Married,102,\N,2,1,21,Technology Related Job,285,CA,303,216,No,No,0.97,4935,822,0,2015,1 -30,81633,0.02,0.03,4251015982,6709,Yes,High School or below,Female,Yes,Married,102,\N,2,1,21,Technology Related Job,285,CA,303,216,No,No,0.97,5501,916,0,2015,2 -33,136591,0.05,0.03,4251095344,6710,Yes,High School or below,Male,Yes,Single,73,\N,3,3,90,Non-technology Related Job,461,WV,403,1,No,No,0.5,3652,913,0,2015,1 -33,136591,0.05,0.03,4251095344,6710,Yes,High School or below,Male,Yes,Single,73,\N,3,3,90,Non-technology Related Job,461,WV,403,1,No,No,0.5,2035,1017,0,2015,2 -35,191548,0.01,0.02,4251092976,6711,Yes,High School or below,Male,Yes,Married,44,\N,0,5,60,Non-technology Related Job,138,SC,2,36,No,No,0.03,4201,600,0,2015,1 -35,191548,0.01,0.02,4251092976,6711,Yes,High School or below,Male,Yes,Married,44,\N,0,5,60,Non-technology Related Job,138,SC,2,36,No,No,0.03,3064,766,0,2015,2 -51,189577,0.03,0,4251035782,6712,Yes,Bachelor or equivalent,Male,Yes,Single,51,\N,3,3,0,Technology Related Job,498,CT,5,146,No,No,0.24,3554,888,0,2015,1 -51,189577,0.03,0,4251035782,6712,Yes,Bachelor or equivalent,Male,Yes,Single,51,\N,3,3,0,Technology Related Job,498,CT,5,146,No,No,0.24,5785,826,0,2015,2 -53,244535,0.07,0.03,4251008759,6713,Yes,Bachelor or equivalent,Male,No,Married,22,\N,0,5,69,Technology Related Job,174,WY,105,181,No,No,0.77,2964,741,0,2015,1 -53,244535,0.07,0.03,4251008759,6713,Yes,Bachelor or equivalent,Male,No,Married,22,\N,0,5,69,Technology Related Job,174,WY,105,181,No,No,0.77,3575,1191,0,2015,2 -55,49492,0.02,0.03,4251082569,6714,Yes,Bachelor or equivalent,Female,Yes,Single,113,\N,1,7,39,Technology Related Job,350,TN,204,216,No,No,0.3,4329,865,1,2015,1 -55,49492,0.02,0.03,4251082569,6714,Yes,Bachelor or equivalent,Female,Yes,Single,113,\N,1,7,39,Technology Related Job,350,TN,204,216,No,No,0.3,5353,764,1,2015,2 -57,104450,0.06,0.03,4251076757,6715,Yes,Master or equivalent,Female,Yes,Married,84,\N,3,1,8,Non-technology Related Job,26,OH,303,1,No,No,0.84,5573,696,0,2015,1 -57,104450,0.06,0.03,4251076757,6715,Yes,Master or equivalent,Female,Yes,Married,84,\N,3,1,8,Non-technology Related Job,26,OH,303,1,No,No,0.84,274,137,0,2015,2 -73,102479,0,0,4251093962,6716,Yes,PhD or equivalent,Female,Yes,Single,91,\N,1,7,49,Technology Related Job,387,AK,307,111,No,No,0.05,3196,799,0,2015,1 -73,102479,0,0,4251093962,6716,Yes,PhD or equivalent,Female,Yes,Single,91,\N,1,7,49,Technology Related Job,387,AK,307,111,No,No,0.05,3310,551,0,2015,2 -75,157436,0.03,0,4251074579,6717,Yes,High School or below,Female,No,Married,62,\N,2,1,18,Technology Related Job,63,UT,406,146,No,No,0.58,1367,455,0,2015,1 -75,157436,0.03,0,4251074579,6717,Yes,High School or below,Female,No,Married,62,\N,2,1,18,Technology Related Job,63,UT,406,146,No,No,0.58,6223,622,0,2015,2 -75,157436,0.03,0,4251074579,6717,Yes,High School or below,Female,No,Married,62,\N,2,1,18,Technology Related Job,63,UT,406,146,No,No,0.58,670,670,0,2015,3 -77,212393,0.07,0.03,4251078595,6718,Yes,High School or below,Female,Yes,Single,33,\N,0,3,87,Technology Related Job,239,OR,5,180,No,No,0.11,7205,800,0,2015,1 -77,212393,0.07,0.03,4251078595,6718,Yes,High School or below,Female,Yes,Single,33,\N,0,3,87,Technology Related Job,239,OR,5,180,No,No,0.11,2001,400,0,2015,2 -12,17351,0.03,0.03,4251100137,6719,Yes,High School or below,Male,No,Married,4,\N,1,5,57,Technology Related Job,415,NJ,105,215,No,No,0.64,5980,747,0,2015,1 -12,17351,0.03,0.03,4251100137,6719,Yes,High School or below,Male,No,Married,4,\N,1,5,57,Technology Related Job,415,NJ,105,215,No,No,0.64,2991,997,0,2015,2 -27,15380,0.05,0.01,4251092159,6720,No,High School or below,Male,Yes,Single,11,\N,3,2,97,Technology Related Job,276,VA,108,75,No,No,0.85,4104,1026,1,2015,1 -27,15380,0.05,0.01,4251092159,6720,No,High School or below,Male,Yes,Single,11,\N,3,2,97,Technology Related Job,276,VA,108,75,No,No,0.85,7208,1029,1,2015,2 -30,70337,0,0,4251036593,6721,Yes,High School or below,Male,Yes,Married,102,\N,1,5,66,Technology Related Job,452,RI,207,110,No,No,0.38,5435,776,0,2015,1 -30,70337,0,0,4251036593,6721,Yes,High School or below,Male,Yes,Married,102,\N,1,5,66,Technology Related Job,452,RI,207,110,No,No,0.38,2948,982,0,2015,2 -32,125295,0.04,0,4251030859,6722,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,2,7,36,Technology Related Job,128,NY,307,145,No,No,0.91,3310,1103,1,2015,1 -32,125295,0.04,0,4251030859,6722,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,2,7,36,Technology Related Job,128,NY,307,145,No,No,0.91,2755,688,1,2015,2 -32,125295,0.04,0,4251030859,6722,Yes,Bachelor or equivalent,Male,Yes,Single,73,\N,2,7,36,Technology Related Job,128,NY,307,145,No,No,0.91,1235,1235,1,2015,3 -34,180252,0,0.03,4251050508,6723,Yes,Bachelor or equivalent,Female,No,Married,44,\N,3,1,5,Technology Related Job,304,MS,406,180,No,No,0.44,6813,851,1,2015,1 -34,180252,0,0.03,4251050508,6723,Yes,Bachelor or equivalent,Female,No,Married,44,\N,3,1,5,Technology Related Job,304,MS,406,180,No,No,0.44,3834,766,1,2015,2 -36,235210,0.03,0.03,4251092364,6724,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,0,3,74,Non-technology Related Job,480,KY,5,215,No,No,0.97,7729,552,0,2015,1 -36,235210,0.03,0.03,4251092364,6724,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,0,3,74,Non-technology Related Job,480,KY,5,215,No,No,0.97,6289,786,0,2015,2 -52,233239,0.05,0,4251054093,6725,Yes,Master or equivalent,Female,Yes,Married,22,\N,3,1,15,Technology Related Job,341,ND,8,75,No,No,0.18,3151,1050,0,2015,1 -52,233239,0.05,0,4251054093,6725,Yes,Master or equivalent,Female,Yes,Married,22,\N,3,1,15,Technology Related Job,341,ND,8,75,No,No,0.18,6497,649,0,2015,2 -54,38196,0.01,0,4251066544,6726,Yes,Master or equivalent,Female,Yes,Single,113,\N,0,3,84,Technology Related Job,17,MT,108,110,No,No,0.71,3886,647,0,2015,1 -54,38196,0.01,0,4251066544,6726,Yes,Master or equivalent,Female,Yes,Single,113,\N,0,3,84,Technology Related Job,17,MT,108,110,No,No,0.71,4772,795,0,2015,2 -56,93153,0.04,0,4251046641,6727,Yes,High School or below,Male,Yes,Single,84,\N,1,5,54,Technology Related Job,193,ME,207,145,No,No,0.25,1662,831,0,2015,1 -56,93153,0.04,0,4251046641,6727,Yes,High School or below,Male,Yes,Single,84,\N,1,5,54,Technology Related Job,193,ME,207,145,No,No,0.25,1487,743,0,2015,2 -58,148111,0,0.03,4251061941,6728,Yes,High School or below,Male,Yes,Married,55,\N,3,7,23,Technology Related Job,369,ID,306,180,No,No,0.78,4904,700,0,2015,1 -58,148111,0,0.03,4251061941,6728,Yes,High School or below,Male,Yes,Married,55,\N,3,7,23,Technology Related Job,369,ID,306,180,No,No,0.78,2056,514,0,2015,2 -58,148111,0,0.03,4251061941,6728,Yes,High School or below,Male,Yes,Married,55,\N,3,7,23,Technology Related Job,369,ID,306,180,No,No,0.78,283,283,0,2015,3 -21,9011,0.06,0,4251099903,6729,Yes,High School or below,Female,No,Single,113,\N,0,5,41,Non-technology Related Job,42,IL,3,195,No,No,0.23,4187,837,1,2015,1 -21,9011,0.06,0,4251099903,6729,Yes,High School or below,Female,No,Single,113,\N,0,5,41,Non-technology Related Job,42,IL,3,195,No,No,0.23,5752,821,1,2015,2 -76,201097,0.06,0,4251040302,6730,Yes,High School or below,Male,No,Married,33,\N,2,7,33,Technology Related Job,406,MA,409,75,No,Yes,0.52,1704,568,0,2015,1 -76,201097,0.06,0,4251040302,6730,Yes,High School or below,Male,No,Married,33,\N,2,7,33,Technology Related Job,406,MA,409,75,No,Yes,0.52,9928,902,0,2015,2 -79,6055,0.01,0,4251080685,6731,Yes,High School or below,Female,Yes,Single,4,\N,0,1,2,Technology Related Job,82,IN,8,110,No,No,0.05,1705,426,0,2015,1 -79,6055,0.01,0,4251080685,6731,Yes,High School or below,Female,Yes,Single,4,\N,0,1,2,Technology Related Job,82,IN,8,110,No,No,0.05,3711,618,0,2015,2 -79,6055,0.01,0,4251080685,6731,Yes,High School or below,Female,Yes,Single,4,\N,0,1,2,Technology Related Job,82,IN,8,110,No,No,0.05,94,94,0,2015,3 -13,61012,0.05,0,4251052224,6732,Yes,High School or below,Female,Yes,Married,95,\N,1,3,71,Technology Related Job,258,CO,108,145,No,No,0.58,4676,779,1,2015,1 -13,61012,0.05,0,4251052224,6732,Yes,High School or below,Female,Yes,Married,95,\N,1,3,71,Technology Related Job,258,CO,108,145,No,No,0.58,3896,779,1,2015,2 -13,61012,0.05,0,4251052224,6732,Yes,High School or below,Female,Yes,Married,95,\N,1,3,71,Technology Related Job,258,CO,108,145,No,No,0.58,392,392,1,2015,3 -15,115970,0.01,0.03,4251067393,6733,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,2,5,41,Technology Related Job,434,WI,207,180,No,No,0.11,2627,525,0,2015,1 -15,115970,0.01,0.03,4251067393,6733,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,2,5,41,Technology Related Job,434,WI,207,180,No,No,0.11,4435,739,0,2015,2 -45,226870,0.07,0,4251027993,6734,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,3,3,59,Non-technology Related Job,107,AL,404,195,No,No,0.57,6730,961,0,2015,1 -45,226870,0.07,0,4251027993,6734,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,3,3,59,Non-technology Related Job,107,AL,404,195,No,No,0.57,4558,911,0,2015,2 -33,168956,0.06,0,4251051783,6735,Yes,Master or equivalent,Female,Yes,Single,44,\N,2,5,51,Technology Related Job,471,FL,310,75,No,No,0.85,3453,575,0,2015,1 -33,168956,0.06,0,4251051783,6735,Yes,Master or equivalent,Female,Yes,Single,44,\N,2,5,51,Technology Related Job,471,FL,310,75,No,No,0.85,5116,730,0,2015,2 -33,168956,0.06,0,4251051783,6735,Yes,Master or equivalent,Female,Yes,Single,44,\N,2,5,51,Technology Related Job,471,FL,310,75,No,No,0.85,932,932,0,2015,3 -35,223914,0.02,0,4251044930,6736,Yes,Master or equivalent,Male,No,Married,14,\N,3,7,20,Technology Related Job,147,AL,409,110,Yes,No,0.38,3973,567,1,2015,1 -35,223914,0.02,0,4251044930,6736,Yes,Master or equivalent,Male,No,Married,14,\N,3,7,20,Technology Related Job,147,AL,409,110,Yes,No,0.38,4098,683,1,2015,2 -37,28871,0.05,0,4251010474,6737,Yes,PhD or equivalent,Male,Yes,Single,105,\N,0,1,89,Technology Related Job,323,UT,8,145,No,No,0.91,3393,848,0,2015,1 -37,28871,0.05,0,4251010474,6737,Yes,PhD or equivalent,Male,Yes,Single,105,\N,0,1,89,Technology Related Job,323,UT,8,145,No,No,0.91,8977,748,0,2015,2 -68,139771,0.04,0,4251019979,6738,Yes,High School or below,Female,Yes,Single,43,\N,1,7,8,Non-technology Related Job,496,VA,205,160,No,No,0.37,4932,616,0,2015,1 -68,139771,0.04,0,4251019979,6738,Yes,High School or below,Female,Yes,Single,43,\N,1,7,8,Non-technology Related Job,496,VA,205,160,No,No,0.37,6759,614,0,2015,2 -68,139771,0.04,0,4251019979,6738,Yes,High School or below,Female,Yes,Single,43,\N,1,7,8,Non-technology Related Job,496,VA,205,160,No,No,0.37,1293,1293,0,2015,3 -70,194729,0.07,0,4251079631,6739,Yes,High School or below,Male,Yes,Married,14,\N,3,1,77,Non-technology Related Job,172,PA,305,195,No,No,0.9,6610,944,0,2015,1 -70,194729,0.07,0,4251079631,6739,Yes,High School or below,Male,Yes,Married,14,\N,3,1,77,Non-technology Related Job,172,PA,305,195,No,No,0.9,6435,919,0,2015,2 -58,136815,0.07,0,4251027874,6740,Yes,High School or below,Female,Yes,Married,54,\N,1,3,69,Technology Related Job,36,VA,210,75,No,No,0.19,6861,857,0,2015,1 -58,136815,0.07,0,4251027874,6740,Yes,High School or below,Female,Yes,Married,54,\N,1,3,69,Technology Related Job,36,VA,210,75,No,No,0.19,2986,746,0,2015,2 -60,191772,0.02,0,4251084760,6741,Yes,High School or below,Female,Yes,Single,25,\N,2,5,38,Technology Related Job,212,PA,310,110,No,Yes,0.72,1975,658,0,2015,1 -60,191772,0.02,0,4251084760,6741,Yes,High School or below,Female,Yes,Single,25,\N,2,5,38,Technology Related Job,212,PA,310,110,No,Yes,0.72,5142,642,0,2015,2 -22,52673,0.01,0,4251048111,6742,Yes,High School or below,Male,No,Single,83,\N,0,3,56,Non-technology Related Job,385,SC,7,125,No,No,0.17,4696,782,0,2015,1 -22,52673,0.01,0,4251048111,6742,Yes,High School or below,Male,No,Single,83,\N,0,3,56,Non-technology Related Job,385,SC,7,125,No,No,0.17,5788,723,0,2015,2 -24,107630,0.04,0,4251056481,6743,Yes,High School or below,Female,Yes,Married,54,\N,1,5,26,Non-technology Related Job,61,NC,106,160,No,Yes,0.7,5893,654,0,2015,1 -24,107630,0.04,0,4251056481,6743,Yes,High School or below,Female,Yes,Married,54,\N,1,5,26,Non-technology Related Job,61,NC,106,160,No,Yes,0.7,1190,238,0,2015,2 -24,107630,0.04,0,4251056481,6743,Yes,High School or below,Female,Yes,Married,54,\N,1,5,26,Non-technology Related Job,61,NC,106,160,No,Yes,0.7,724,724,0,2015,3 -26,162588,0,0,4251097681,6744,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,2,7,95,Non-technology Related Job,237,MT,205,195,No,No,0.24,4346,869,1,2015,1 -26,162588,0,0,4251097681,6744,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,2,7,95,Non-technology Related Job,237,MT,205,195,No,No,0.24,2541,635,1,2015,2 -14,104674,0.07,0,4251028270,6745,Yes,Bachelor or equivalent,Male,Yes,Single,65,\N,1,1,86,Technology Related Job,101,NC,111,75,No,No,0.52,7570,1081,0,2015,1 -14,104674,0.07,0,4251028270,6745,Yes,Bachelor or equivalent,Male,Yes,Single,65,\N,1,1,86,Technology Related Job,101,NC,111,75,No,No,0.52,2012,670,0,2015,2 -44,215574,0.05,0.01,4251075949,6746,Yes,Master or equivalent,Female,Yes,Single,3,\N,2,7,5,Non-technology Related Job,273,OH,308,90,No,No,0.98,1655,827,0,2015,1 -44,215574,0.05,0.01,4251075949,6746,Yes,Master or equivalent,Female,Yes,Single,3,\N,2,7,5,Non-technology Related Job,273,OH,308,90,No,No,0.98,2227,445,0,2015,2 -47,20531,0.01,0,4251051529,6747,Yes,Master or equivalent,Female,Yes,Married,94,\N,3,1,74,Non-technology Related Job,450,NV,407,125,No,No,0.51,939,469,0,2015,1 -47,20531,0.01,0,4251051529,6747,Yes,Master or equivalent,Female,Yes,Married,94,\N,3,1,74,Non-technology Related Job,450,NV,407,125,No,No,0.51,5712,952,0,2015,2 -49,75489,0.05,0,4251008941,6748,Yes,PhD or equivalent,Male,No,Single,65,\N,0,3,44,Non-technology Related Job,126,MD,7,160,No,No,0.04,2163,1081,0,2015,1 -49,75489,0.05,0,4251008941,6748,Yes,PhD or equivalent,Male,No,Single,65,\N,0,3,44,Non-technology Related Job,126,MD,7,160,No,No,0.04,4067,677,0,2015,2 -51,130446,0,0,4251036586,6749,Yes,High School or below,Male,Yes,Married,36,\N,2,5,13,Non-technology Related Job,302,IL,106,195,No,No,0.57,3810,952,0,2015,1 -51,130446,0,0,4251036586,6749,Yes,High School or below,Male,Yes,Married,36,\N,2,5,13,Non-technology Related Job,302,IL,106,195,No,No,0.57,2599,649,0,2015,2 -51,130446,0,0,4251036586,6749,Yes,High School or below,Male,Yes,Married,36,\N,2,5,13,Non-technology Related Job,302,IL,106,195,No,No,0.57,754,754,0,2015,3 -67,128475,0.02,0.01,4251037134,6750,Yes,High School or below,Male,Yes,Single,43,\N,0,3,53,Non-technology Related Job,162,NJ,109,55,No,No,0.78,5610,701,0,2015,1 -67,128475,0.02,0.01,4251037134,6750,Yes,High School or below,Male,Yes,Single,43,\N,0,3,53,Non-technology Related Job,162,NJ,109,55,No,No,0.78,2628,657,0,2015,2 -69,183433,0.06,0.01,4251066887,6751,Yes,High School or below,Male,Yes,Married,14,\N,1,5,23,Non-technology Related Job,339,MI,209,90,No,No,0.31,4157,831,0,2015,1 -69,183433,0.06,0.01,4251066887,6751,Yes,High School or below,Male,Yes,Married,14,\N,1,5,23,Non-technology Related Job,339,MI,209,90,No,No,0.31,4851,970,0,2015,2 -71,238390,0.02,0,4251052207,6752,Yes,High School or below,Female,Yes,Single,105,\N,3,7,92,Non-technology Related Job,15,IA,308,125,No,No,0.84,3338,834,0,2015,1 -71,238390,0.02,0,4251052207,6752,Yes,High School or below,Female,Yes,Single,105,\N,3,7,92,Non-technology Related Job,15,IA,308,125,No,No,0.84,3062,612,0,2015,2 -71,238390,0.02,0,4251052207,6752,Yes,High School or below,Female,Yes,Single,105,\N,3,7,92,Non-technology Related Job,15,IA,308,125,No,No,0.84,1439,1439,0,2015,3 -19,236419,0.04,0.02,4251091608,6753,Yes,Bachelor or equivalent,Male,No,Married,112,\N,1,5,33,Technology Related Job,375,NY,311,235,No,No,0.05,5979,854,1,2015,1 -19,236419,0.04,0.02,4251091608,6753,Yes,Bachelor or equivalent,Male,No,Married,112,\N,1,5,33,Technology Related Job,375,NY,311,235,No,No,0.05,3161,1053,1,2015,2 -21,41377,0.07,0.02,4251082727,6754,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,2,7,2,Technology Related Job,51,MS,410,20,No,No,0.58,5653,628,0,2015,1 -21,41377,0.07,0.02,4251082727,6754,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,2,7,2,Technology Related Job,51,MS,410,20,No,No,0.58,7073,1010,0,2015,2 -23,96334,0.03,0.01,4251050178,6755,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,0,1,71,Non-technology Related Job,227,KY,10,55,No,No,0.11,4415,630,0,2015,1 -23,96334,0.03,0.01,4251050178,6755,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,0,1,71,Non-technology Related Job,227,KY,10,55,No,No,0.11,6500,1083,0,2015,2 -26,151291,0.07,0.01,4251070452,6756,Yes,Bachelor or equivalent,Male,Yes,Single,25,\N,1,3,41,Non-technology Related Job,404,GA,109,90,No,No,0.65,1728,864,0,2015,1 -26,151291,0.07,0.01,4251070452,6756,Yes,Bachelor or equivalent,Male,Yes,Single,25,\N,1,3,41,Non-technology Related Job,404,GA,109,90,No,No,0.65,8798,1099,0,2015,2 -28,206249,0.02,0,4251076353,6757,Yes,Master or equivalent,Male,Yes,Single,115,\N,2,5,10,Non-technology Related Job,80,AK,208,125,No,No,0.18,2602,650,0,2015,1 -28,206249,0.02,0,4251076353,6757,Yes,Master or equivalent,Male,Yes,Single,115,\N,2,5,10,Non-technology Related Job,80,AK,208,125,No,No,0.18,3420,570,0,2015,2 -44,204278,0.04,0.02,4251049331,6758,Yes,High School or below,Male,Yes,Single,3,\N,0,3,50,Technology Related Job,440,ME,212,235,No,No,0.39,6646,949,0,2015,1 -44,204278,0.04,0.02,4251049331,6758,Yes,High School or below,Male,Yes,Single,3,\N,0,3,50,Technology Related Job,440,ME,212,235,No,No,0.39,4808,801,0,2015,2 -44,204278,0.04,0.02,4251049331,6758,Yes,High School or below,Male,Yes,Single,3,\N,0,3,50,Technology Related Job,440,ME,212,235,No,No,0.39,2756,1378,0,2015,3 -46,9235,0,0.01,4251098852,6759,Yes,High School or below,Male,No,Married,94,\N,2,5,20,Technology Related Job,116,ID,311,20,No,No,0.92,3432,572,0,2015,1 -46,9235,0,0.01,4251098852,6759,Yes,High School or below,Male,No,Married,94,\N,2,5,20,Technology Related Job,116,ID,311,20,No,No,0.92,2535,633,0,2015,2 -48,64193,0.03,0.01,4251072941,6760,Yes,High School or below,Male,Yes,Married,65,\N,3,7,89,Non-technology Related Job,293,AR,410,55,No,No,0.45,6400,914,0,2015,1 -48,64193,0.03,0.01,4251072941,6760,Yes,High School or below,Male,Yes,Married,65,\N,3,7,89,Non-technology Related Job,293,AR,410,55,No,No,0.45,3347,669,0,2015,2 -50,119150,0.07,0.01,4251082793,6761,Yes,High School or below,Female,Yes,Single,35,\N,0,1,58,Non-technology Related Job,469,WA,10,90,No,No,0.98,6484,720,0,2015,1 -50,119150,0.07,0.01,4251082793,6761,Yes,High School or below,Female,Yes,Single,35,\N,0,1,58,Non-technology Related Job,469,WA,10,90,No,No,0.98,4029,1007,0,2015,2 -66,117179,0.01,0.02,4251077550,6762,Yes,High School or below,Female,Yes,Single,43,\N,3,7,99,Technology Related Job,329,IN,13,200,No,No,0.19,1484,742,0,2015,1 -66,117179,0.01,0.02,4251077550,6762,Yes,High School or below,Female,Yes,Single,43,\N,3,7,99,Technology Related Job,329,IN,13,200,No,No,0.19,1916,479,0,2015,2 -68,172137,0.05,0.02,4251099775,6763,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,0,1,68,Technology Related Job,5,CT,112,235,Yes,No,0.72,1558,779,0,2015,1 -68,172137,0.05,0.02,4251099775,6763,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,0,1,68,Technology Related Job,5,CT,112,235,Yes,No,0.72,4283,713,0,2015,2 -70,227094,0,0.01,4251053137,6764,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,1,3,38,Non-technology Related Job,181,WI,212,20,No,No,0.25,3372,674,0,2015,1 -70,227094,0,0.01,4251053137,6764,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,1,3,38,Non-technology Related Job,181,WI,212,20,No,No,0.25,7520,940,0,2015,2 -72,32051,0.04,0.01,4251061365,6765,Yes,Bachelor or equivalent,Male,No,Single,75,\N,2,5,7,Non-technology Related Job,358,TN,311,55,No,No,0.78,5612,935,0,2015,1 -72,32051,0.04,0.01,4251061365,6765,Yes,Bachelor or equivalent,Male,No,Single,75,\N,2,5,7,Non-technology Related Job,358,TN,311,55,No,No,0.78,4696,782,0,2015,2 -35,142952,0.02,0.01,4251048373,6766,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,3,25,Non-technology Related Job,30,UT,8,70,No,No,0.24,4770,795,0,2015,1 -35,142952,0.02,0.01,4251048373,6766,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,3,25,Non-technology Related Job,30,UT,8,70,No,No,0.24,6489,927,0,2015,2 -22,85038,0.02,0.02,4251012081,6767,Yes,Master or equivalent,Male,Yes,Single,54,\N,2,5,17,Technology Related Job,394,AL,414,200,No,No,0.52,2792,558,0,2015,1 -22,85038,0.02,0.02,4251012081,6767,Yes,Master or equivalent,Male,Yes,Single,54,\N,2,5,17,Technology Related Job,394,AL,414,200,No,No,0.52,2814,938,0,2015,2 -25,139995,0.05,0.02,4251039182,6768,Yes,PhD or equivalent,Male,Yes,Married,25,\N,3,7,86,Technology Related Job,70,UT,13,235,No,Yes,0.06,3778,629,0,2015,1 -25,139995,0.05,0.02,4251039182,6768,Yes,PhD or equivalent,Male,Yes,Married,25,\N,3,7,86,Technology Related Job,70,UT,13,235,No,Yes,0.06,6771,752,0,2015,2 -25,139995,0.05,0.02,4251039182,6768,Yes,PhD or equivalent,Male,Yes,Married,25,\N,3,7,86,Technology Related Job,70,UT,13,235,No,Yes,0.06,171,171,0,2015,3 -27,194953,0.01,0.01,4251085321,6769,Yes,High School or below,Female,Yes,Single,115,\N,1,1,55,Non-technology Related Job,247,OR,112,20,No,No,0.59,8689,868,0,2015,1 -27,194953,0.01,0.01,4251085321,6769,Yes,High School or below,Female,Yes,Single,115,\N,1,1,55,Non-technology Related Job,247,OR,112,20,No,No,0.59,1333,1333,0,2015,2 -29,249910,0.04,0.01,4251021966,6770,Yes,High School or below,Female,Yes,Married,86,\N,2,3,25,Non-technology Related Job,423,NH,212,55,No,No,0.12,5110,1022,0,2015,1 -29,249910,0.04,0.01,4251021966,6770,Yes,High School or below,Female,Yes,Married,86,\N,2,3,25,Non-technology Related Job,423,NH,212,55,No,No,0.12,5124,640,0,2015,2 -59,110811,0.03,0.01,4251076814,6771,Yes,High School or below,Male,No,Married,24,\N,3,1,43,Others,95,NM,409,70,No,No,0.57,1316,438,0,2015,1 -59,110811,0.03,0.01,4251076814,6771,Yes,High School or below,Male,No,Married,24,\N,3,1,43,Others,95,NM,409,70,No,No,0.57,3036,759,0,2015,2 -47,52897,0.02,0.02,4251075703,6772,Yes,High School or below,Female,No,Married,64,\N,2,3,35,Technology Related Job,459,RI,314,200,No,No,0.86,7678,767,0,2015,1 -47,52897,0.02,0.02,4251075703,6772,Yes,High School or below,Female,No,Married,64,\N,2,3,35,Technology Related Job,459,RI,314,200,No,No,0.86,4396,879,0,2015,2 -47,52897,0.02,0.02,4251075703,6772,Yes,High School or below,Female,No,Married,64,\N,2,3,35,Technology Related Job,459,RI,314,200,No,No,0.86,1256,1256,0,2015,3 -49,107854,0.06,0.02,4251078369,6773,Yes,High School or below,Male,Yes,Single,35,\N,3,5,4,Technology Related Job,135,NM,414,235,No,No,0.39,2137,534,1,2015,1 -49,107854,0.06,0.02,4251078369,6773,Yes,High School or below,Male,Yes,Single,35,\N,3,5,4,Technology Related Job,135,NM,414,235,No,No,0.39,5938,742,1,2015,2 -51,162811,0.01,0.01,4251010695,6774,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,0,7,73,Non-technology Related Job,312,MS,13,20,No,No,0.92,2361,472,0,2015,1 -51,162811,0.01,0.01,4251010695,6774,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,0,7,73,Non-technology Related Job,312,MS,13,20,No,No,0.92,5386,1077,0,2015,2 -14,23712,0,0.02,4251048593,6775,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,1,5,92,Non-technology Related Job,484,MT,210,35,No,No,0.38,3158,631,0,2015,1 -14,23712,0,0.02,4251048593,6775,Yes,Bachelor or equivalent,Female,Yes,Married,64,\N,1,5,92,Non-technology Related Job,484,MT,210,35,No,No,0.38,6222,691,0,2015,2 -16,78669,0.03,0.01,4251041115,6776,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,3,7,61,Others,160,LA,309,70,No,No,0.91,4217,843,0,2015,1 -16,78669,0.03,0.01,4251041115,6776,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,3,7,61,Others,160,LA,309,70,No,No,0.91,5514,919,0,2015,2 -72,20755,0.03,0.02,4251011880,6777,No,Master or equivalent,Male,Yes,Single,75,\N,1,1,52,Technology Related Job,24,MT,215,200,No,No,0.19,3103,620,0,2015,1 -72,20755,0.03,0.02,4251011880,6777,No,Master or equivalent,Male,Yes,Single,75,\N,1,1,52,Technology Related Job,24,MT,215,200,No,No,0.19,4835,690,0,2015,2 -74,75713,0.06,0.02,4251014950,6778,Yes,Master or equivalent,Female,No,Married,46,\N,2,3,22,Technology Related Job,201,ME,314,235,No,No,0.72,4232,705,1,2015,1 -74,75713,0.06,0.02,4251014950,6778,Yes,Master or equivalent,Female,No,Married,46,\N,2,3,22,Technology Related Job,201,ME,314,235,No,No,0.72,3810,762,1,2015,2 -74,75713,0.06,0.02,4251014950,6778,Yes,Master or equivalent,Female,No,Married,46,\N,2,3,22,Technology Related Job,201,ME,314,235,No,No,0.72,428,428,1,2015,3 -36,186613,0.04,0.02,4251081457,6779,Yes,PhD or equivalent,Male,Yes,Married,104,\N,0,1,40,Non-technology Related Job,373,MD,11,0,No,No,0.18,1775,295,0,2015,1 -36,186613,0.04,0.02,4251081457,6779,Yes,PhD or equivalent,Male,Yes,Married,104,\N,0,1,40,Non-technology Related Job,373,MD,11,0,No,No,0.18,1847,369,0,2015,2 -38,241571,0,0.02,4251045032,6780,Yes,High School or below,Male,Yes,Single,75,\N,1,3,10,Non-technology Related Job,49,IL,110,35,No,No,0.71,3760,537,0,2015,1 -38,241571,0,0.02,4251045032,6780,Yes,High School or below,Male,Yes,Single,75,\N,1,3,10,Non-technology Related Job,49,IL,110,35,No,No,0.71,497,497,0,2015,2 -40,46528,0.04,0.01,4251019630,6781,Yes,High School or below,Female,Yes,Married,46,\N,2,5,79,Others,225,CO,210,70,No,Yes,0.24,2654,884,0,2015,1 -40,46528,0.04,0.01,4251019630,6781,Yes,High School or below,Female,Yes,Married,46,\N,2,5,79,Others,225,CO,210,70,No,Yes,0.24,4415,630,0,2015,2 -28,238614,0.03,0.02,4251087029,6782,Yes,High School or below,Male,No,Married,86,\N,1,7,70,Technology Related Job,89,IL,116,200,No,No,0.53,4909,613,0,2015,1 -28,238614,0.03,0.02,4251087029,6782,Yes,High School or below,Male,No,Married,86,\N,1,7,70,Technology Related Job,89,IL,116,200,No,No,0.53,1632,408,0,2015,2 -58,99514,0.01,0.03,4251042365,6783,Yes,High School or below,Female,Yes,Married,24,\N,2,5,89,Non-technology Related Job,262,IA,312,215,No,No,0.98,5785,826,0,2015,1 -58,99514,0.01,0.03,4251042365,6783,Yes,High School or below,Female,Yes,Married,24,\N,2,5,89,Non-technology Related Job,262,IA,312,215,No,No,0.98,4088,681,0,2015,2 -61,154472,0.05,0.02,4251069581,6784,Yes,High School or below,Female,Yes,Single,115,\N,3,7,58,Non-technology Related Job,438,DE,412,0,Yes,No,0.51,4412,735,1,2015,1 -61,154472,0.05,0.02,4251069581,6784,Yes,High School or below,Female,Yes,Single,115,\N,3,7,58,Non-technology Related Job,438,DE,412,0,Yes,No,0.51,2601,520,1,2015,2 -63,209429,0.01,0.02,4251038179,6785,Yes,Bachelor or equivalent,Male,Yes,Married,86,\N,0,1,28,Non-technology Related Job,114,WY,11,35,No,No,0.04,4013,501,0,2015,1 -63,209429,0.01,0.02,4251038179,6785,Yes,Bachelor or equivalent,Male,Yes,Married,86,\N,0,1,28,Non-technology Related Job,114,WY,11,35,No,No,0.04,2609,869,0,2015,2 -63,209429,0.01,0.02,4251038179,6785,Yes,Bachelor or equivalent,Male,Yes,Married,86,\N,0,1,28,Non-technology Related Job,114,WY,11,35,No,No,0.04,660,660,0,2015,3 -65,14387,0.04,0.01,4251014848,6786,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,1,3,97,Others,291,TX,110,70,No,No,0.58,2957,739,0,2015,1 -65,14387,0.04,0.01,4251014848,6786,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,1,3,97,Others,291,TX,110,70,No,No,0.58,5441,604,0,2015,2 -13,12416,0.06,0.03,4251060900,6787,Yes,Bachelor or equivalent,Male,Yes,Married,64,\N,0,1,37,Non-technology Related Job,151,GA,114,180,No,No,0.79,4842,968,1,2015,1 -13,12416,0.06,0.03,4251060900,6787,Yes,Bachelor or equivalent,Male,Yes,Married,64,\N,0,1,37,Non-technology Related Job,151,GA,114,180,No,No,0.79,5116,730,1,2015,2 -13,12416,0.06,0.03,4251060900,6787,Yes,Bachelor or equivalent,Male,Yes,Married,64,\N,0,1,37,Non-technology Related Job,151,GA,114,180,No,No,0.79,320,320,1,2015,3 -15,67373,0.02,0.03,4251016860,6788,Yes,Master or equivalent,Male,No,Single,35,\N,1,3,7,Non-technology Related Job,327,AK,213,215,No,No,0.32,6323,702,0,2015,1 -15,67373,0.02,0.03,4251016860,6788,Yes,Master or equivalent,Male,No,Single,35,\N,1,3,7,Non-technology Related Job,327,AK,213,215,No,No,0.32,4376,729,0,2015,2 -17,122331,0.05,0.02,4251083068,6789,Yes,Master or equivalent,Male,Yes,Married,6,\N,2,5,76,Non-technology Related Job,3,VT,312,0,No,No,0.85,3321,553,0,2015,1 -17,122331,0.05,0.02,4251083068,6789,Yes,Master or equivalent,Male,Yes,Married,6,\N,2,5,76,Non-technology Related Job,3,VT,312,0,No,No,0.85,6434,643,0,2015,2 -19,177288,0.01,0.02,4251046404,6790,Yes,High School or below,Female,Yes,Married,96,\N,0,7,45,Others,179,PA,412,35,No,No,0.38,6776,752,0,2015,1 -19,177288,0.01,0.02,4251046404,6790,Yes,High School or below,Female,Yes,Married,96,\N,0,7,45,Others,179,PA,412,35,No,No,0.38,1975,987,0,2015,2 -35,175317,0.03,0.03,4251064796,6791,Yes,High School or below,Male,Yes,Married,104,\N,2,5,86,Non-technology Related Job,40,CA,415,145,No,No,0.59,6623,827,0,2015,1 -35,175317,0.03,0.03,4251064796,6791,Yes,High School or below,Male,Yes,Married,104,\N,2,5,86,Non-technology Related Job,40,CA,415,145,No,No,0.59,4283,611,0,2015,2 -37,230274,0.07,0.03,4251091228,6792,Yes,High School or below,Female,Yes,Single,75,\N,3,7,55,Non-technology Related Job,216,WA,14,180,No,No,0.12,6950,868,0,2015,1 -37,230274,0.07,0.03,4251091228,6792,Yes,High School or below,Female,Yes,Single,75,\N,3,7,55,Non-technology Related Job,216,WA,14,180,No,No,0.12,2214,442,0,2015,2 -39,35232,0.02,0.02,4251051346,6793,Yes,High School or below,Female,Yes,Single,45,\N,1,1,25,Non-technology Related Job,392,SC,114,215,No,No,0.65,5908,738,1,2015,1 -39,35232,0.02,0.02,4251051346,6793,Yes,High School or below,Female,Yes,Single,45,\N,1,1,25,Non-technology Related Job,392,SC,114,215,No,No,0.65,1560,390,1,2015,2 -42,90189,0.06,0.02,4251068525,6794,Yes,High School or below,Male,No,Married,16,\N,2,3,94,Non-technology Related Job,68,NY,213,0,No,No,0.18,7856,872,0,2015,1 -42,90189,0.06,0.02,4251068525,6794,Yes,High School or below,Male,No,Married,16,\N,2,3,94,Non-technology Related Job,68,NY,213,0,No,No,0.18,1307,435,0,2015,2 -58,88218,0,0,4251092644,6795,Yes,Bachelor or equivalent,Female,No,Married,24,\N,0,1,34,Non-technology Related Job,428,WI,216,110,No,Yes,0.39,5386,897,0,2015,1 -58,88218,0,0,4251092644,6795,Yes,Bachelor or equivalent,Female,No,Married,24,\N,0,1,34,Non-technology Related Job,428,WI,216,110,No,Yes,0.39,5437,776,0,2015,2 -60,143176,0.04,0.03,4251055995,6796,Yes,Bachelor or equivalent,Male,Yes,Married,115,\N,2,3,4,Non-technology Related Job,105,TN,316,145,No,No,0.92,3131,1043,0,2015,1 -60,143176,0.04,0.03,4251055995,6796,Yes,Bachelor or equivalent,Male,Yes,Married,115,\N,2,3,4,Non-technology Related Job,105,TN,316,145,No,No,0.92,3175,793,0,2015,2 -62,198133,0.07,0.03,4251063401,6797,No,Bachelor or equivalent,Male,Yes,Single,85,\N,3,5,73,Non-technology Related Job,281,OH,415,180,No,No,0.45,5443,907,1,2015,1 -62,198133,0.07,0.03,4251063401,6797,No,Bachelor or equivalent,Male,Yes,Single,85,\N,3,5,73,Non-technology Related Job,281,OH,415,180,No,No,0.45,4192,1048,1,2015,2 -64,3091,0.03,0.02,4251067274,6798,Yes,Master or equivalent,Female,Yes,Married,56,\N,0,7,42,Non-technology Related Job,457,NE,14,215,No,No,0.99,2566,641,0,2015,1 -64,3091,0.03,0.02,4251067274,6798,Yes,Master or equivalent,Female,Yes,Married,56,\N,0,7,42,Non-technology Related Job,457,NE,14,215,No,No,0.99,1758,586,0,2015,2 -12,1120,0.05,0,4251010541,6799,Yes,PhD or equivalent,Male,No,Single,64,\N,3,5,83,Technology Related Job,317,UT,18,75,No,No,0.2,5419,677,0,2015,1 -12,1120,0.05,0,4251010541,6799,Yes,PhD or equivalent,Male,No,Single,64,\N,3,5,83,Technology Related Job,317,UT,18,75,No,No,0.2,2038,679,0,2015,2 -14,56077,0.01,0,4251099792,6800,Yes,High School or below,Female,Yes,Married,35,\N,0,7,52,Non-technology Related Job,494,OR,117,110,No,No,0.73,1901,475,1,2015,1 -14,56077,0.01,0,4251099792,6800,Yes,High School or below,Female,Yes,Married,35,\N,0,7,52,Non-technology Related Job,494,OR,117,110,No,No,0.73,7685,1097,1,2015,2 -16,111035,0.04,0.03,4251095280,6801,Yes,High School or below,Female,No,Single,5,\N,1,1,22,Non-technology Related Job,170,NH,216,145,No,No,0.26,5277,586,0,2015,1 -16,111035,0.04,0.03,4251095280,6801,Yes,High School or below,Female,No,Single,5,\N,1,1,22,Non-technology Related Job,170,NH,216,145,No,No,0.26,3768,628,0,2015,2 -18,165992,0,0.03,4251043412,6802,Yes,High School or below,Female,Yes,Married,96,\N,2,3,91,Non-technology Related Job,346,MI,316,180,No,No,0.79,2493,623,0,2015,1 -18,165992,0,0.03,4251043412,6802,Yes,High School or below,Female,Yes,Married,96,\N,2,3,91,Non-technology Related Job,346,MI,316,180,No,No,0.79,3251,812,0,2015,2 -49,26892,0.06,0.03,4251021610,6803,Yes,High School or below,Male,Yes,Married,34,\N,0,1,9,Others,18,MS,13,195,No,No,0.25,3601,514,0,2015,1 -49,26892,0.06,0.03,4251021610,6803,Yes,High School or below,Male,Yes,Married,34,\N,0,1,9,Others,18,MS,13,195,No,No,0.25,1791,895,0,2015,2 -49,26892,0.06,0.03,4251021610,6803,Yes,High School or below,Male,Yes,Married,34,\N,0,1,9,Others,18,MS,13,195,No,No,0.25,1081,540,0,2015,3 -36,218978,0.05,0,4251009146,6804,Yes,High School or below,Female,Yes,Married,74,\N,2,3,1,Non-technology Related Job,382,NM,418,75,No,No,0.53,1756,439,0,2015,1 -36,218978,0.05,0,4251009146,6804,Yes,High School or below,Female,Yes,Married,74,\N,2,3,1,Non-technology Related Job,382,NM,418,75,No,No,0.53,3758,939,0,2015,2 -39,23936,0.01,0,4251056866,6805,Yes,Bachelor or equivalent,Male,No,Single,45,\N,3,5,70,Non-technology Related Job,59,MS,18,110,No,No,0.06,1195,597,0,2015,1 -39,23936,0.01,0,4251056866,6805,Yes,Bachelor or equivalent,Male,No,Single,45,\N,3,5,70,Non-technology Related Job,59,MS,18,110,No,No,0.06,4160,693,0,2015,2 -39,23936,0.01,0,4251056866,6805,Yes,Bachelor or equivalent,Male,No,Single,45,\N,3,5,70,Non-technology Related Job,59,MS,18,110,No,No,0.06,802,802,0,2015,3 -41,78893,0.05,0.03,4251059488,6806,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,1,7,39,Non-technology Related Job,235,KY,117,145,No,Yes,0.59,5511,551,0,2015,1 -41,78893,0.05,0.03,4251059488,6806,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,1,7,39,Non-technology Related Job,235,KY,117,145,No,Yes,0.59,6720,840,0,2015,2 -71,189794,0.03,0,4251048139,6807,Yes,Bachelor or equivalent,Female,No,Married,74,\N,2,5,58,Others,407,LA,314,160,No,No,0.05,3215,401,0,2015,1 -71,189794,0.03,0,4251048139,6807,Yes,Bachelor or equivalent,Female,No,Married,74,\N,2,5,58,Others,407,LA,314,160,No,No,0.05,886,443,0,2015,2 -73,244751,0.06,0.03,4251078162,6808,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,3,7,27,Others,84,HI,413,195,No,Yes,0.58,4403,629,0,2015,1 -73,244751,0.06,0.03,4251078162,6808,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,3,7,27,Others,84,HI,413,195,No,Yes,0.58,2514,502,0,2015,2 -61,186837,0.06,0,4251088141,6809,Yes,Master or equivalent,Female,Yes,Single,85,\N,1,1,19,Non-technology Related Job,448,ME,319,75,No,No,0.86,5111,851,0,2015,1 -61,186837,0.06,0,4251088141,6809,Yes,Master or equivalent,Female,Yes,Single,85,\N,1,1,19,Non-technology Related Job,448,ME,319,75,No,No,0.86,2552,638,0,2015,2 -63,241795,0.02,0,4251045622,6810,Yes,High School or below,Female,Yes,Married,56,\N,3,3,88,Non-technology Related Job,124,HI,418,110,No,No,0.4,3536,884,0,2015,1 -63,241795,0.02,0,4251045622,6810,Yes,High School or below,Female,Yes,Married,56,\N,3,3,88,Non-technology Related Job,124,HI,418,110,No,No,0.4,7210,600,0,2015,2 -26,102695,0,0,4251036172,6811,Yes,High School or below,Male,No,Married,114,\N,0,1,6,Others,296,IL,115,125,No,No,0.85,3049,762,0,2015,1 -26,102695,0,0,4251036172,6811,Yes,High School or below,Male,No,Married,114,\N,0,1,6,Others,296,IL,115,125,No,No,0.85,8475,770,0,2015,2 -28,157652,0.03,0,4251080238,6812,Yes,High School or below,Female,Yes,Single,85,\N,1,3,76,Others,472,CO,214,160,No,No,0.38,3111,388,0,2015,1 -28,157652,0.03,0,4251080238,6812,Yes,High School or below,Female,Yes,Single,85,\N,1,3,76,Others,472,CO,214,160,No,No,0.38,2496,624,0,2015,2 -30,212610,0.07,0.03,4251020969,6813,Yes,High School or below,Female,No,Married,56,\N,2,5,45,Others,149,WV,314,195,No,No,0.91,3240,810,0,2015,1 -30,212610,0.07,0.03,4251020969,6813,Yes,High School or below,Female,No,Married,56,\N,2,5,45,Others,149,WV,314,195,No,No,0.91,3848,641,0,2015,2 -17,154696,0.06,0,4251037935,6814,Yes,High School or below,Male,Yes,Married,96,\N,1,7,36,Non-technology Related Job,13,CO,219,75,No,No,0.2,3728,745,0,2015,1 -17,154696,0.06,0,4251037935,6814,Yes,High School or below,Male,Yes,Married,96,\N,1,7,36,Non-technology Related Job,13,CO,219,75,No,No,0.2,3481,580,0,2015,2 -17,154696,0.06,0,4251037935,6814,Yes,High School or below,Male,Yes,Married,96,\N,1,7,36,Non-technology Related Job,13,CO,219,75,No,No,0.2,977,977,0,2015,3 -20,209653,0.02,0,4251063055,6815,Yes,High School or below,Male,Yes,Single,67,\N,2,1,6,Non-technology Related Job,189,WI,319,110,Yes,No,0.73,4884,976,1,2015,1 -20,209653,0.02,0,4251063055,6815,Yes,High School or below,Male,Yes,Single,67,\N,2,1,6,Non-technology Related Job,189,WI,319,110,Yes,No,0.73,3686,614,1,2015,2 -20,209653,0.02,0,4251063055,6815,Yes,High School or below,Male,Yes,Single,67,\N,2,1,6,Non-technology Related Job,189,WI,319,110,Yes,No,0.73,1202,1202,1,2015,3 -50,70554,0,0,4251066324,6816,Yes,Bachelor or equivalent,Male,Yes,Single,5,\N,3,7,24,Others,361,AL,16,125,No,No,0.19,4947,706,0,2015,1 -50,70554,0,0,4251066324,6816,Yes,Bachelor or equivalent,Male,Yes,Single,5,\N,3,7,24,Others,361,AL,16,125,No,No,0.19,8061,895,0,2015,2 -52,125511,0.04,0,4251068571,6817,Yes,Bachelor or equivalent,Male,No,Married,96,\N,1,1,94,Others,38,TX,115,160,No,No,0.72,4270,474,0,2015,1 -52,125511,0.04,0,4251068571,6817,Yes,Bachelor or equivalent,Male,No,Married,96,\N,1,1,94,Others,38,TX,115,160,No,No,0.72,4639,773,0,2015,2 -54,180469,0.07,0.03,4251090803,6818,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,2,3,63,Others,214,OK,214,195,No,No,0.25,4299,716,0,2015,1 -54,180469,0.07,0.03,4251090803,6818,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,2,3,63,Others,214,OK,214,195,No,No,0.25,2387,477,0,2015,2 -42,122555,0.07,0,4251091026,6819,Yes,Master or equivalent,Female,Yes,Single,107,\N,0,5,54,Non-technology Related Job,78,TX,120,75,No,No,0.53,8202,683,0,2015,1 -42,122555,0.07,0,4251091026,6819,Yes,Master or equivalent,Female,Yes,Single,107,\N,0,5,54,Non-technology Related Job,78,TX,120,75,No,No,0.53,1626,542,0,2015,2 -72,233455,0.05,0,4251009666,6820,Yes,Master or equivalent,Male,Yes,Single,45,\N,2,3,73,Non-technology Related Job,250,VT,317,90,No,No,0.99,3323,553,0,2015,1 -72,233455,0.05,0,4251009666,6820,Yes,Master or equivalent,Male,Yes,Single,45,\N,2,3,73,Non-technology Related Job,250,VT,317,90,No,No,0.99,6712,745,0,2015,2 -75,38412,0.01,0,4251023629,6821,Yes,High School or below,Female,Yes,Married,16,\N,3,5,42,Others,426,PA,416,125,No,No,0.52,6919,864,0,2015,1 -75,38412,0.01,0,4251023629,6821,Yes,High School or below,Female,Yes,Married,16,\N,3,5,42,Others,426,PA,416,125,No,No,0.52,3261,652,0,2015,2 -77,93370,0.04,0,4251076049,6822,Yes,High School or below,Female,Yes,Single,106,\N,0,7,12,Others,103,NM,16,160,No,No,0.05,6701,558,0,2015,1 -77,93370,0.04,0,4251076049,6822,Yes,High School or below,Female,Yes,Single,106,\N,0,7,12,Others,103,NM,16,160,No,No,0.05,5001,1000,0,2015,2 -79,148327,0,0.03,4251045174,6823,Yes,High School or below,Male,No,Single,77,\N,1,1,81,Others,279,MN,115,195,No,No,0.58,4848,808,0,2015,1 -79,148327,0,0.03,4251045174,6823,Yes,High School or below,Male,No,Single,77,\N,1,1,81,Others,279,MN,115,195,No,No,0.58,7215,721,0,2015,2 -27,146356,0.02,0.01,4251098200,6824,Yes,High School or below,Female,No,Single,85,\N,0,7,21,Non-technology Related Job,139,SC,118,55,No,No,0.79,10226,929,0,2015,1 -27,146356,0.02,0.01,4251098200,6824,Yes,High School or below,Female,No,Single,85,\N,0,7,21,Non-technology Related Job,139,SC,118,55,No,No,0.79,3407,851,0,2015,2 -29,201314,0.06,0,4251053277,6825,Yes,High School or below,Male,Yes,Married,55,\N,1,1,91,Non-technology Related Job,315,NC,218,90,No,No,0.32,4737,1184,0,2015,1 -29,201314,0.06,0,4251053277,6825,Yes,High School or below,Male,Yes,Married,55,\N,1,1,91,Non-technology Related Job,315,NC,218,90,No,No,0.32,4500,750,0,2015,2 -31,6271,0.01,0,4251043342,6826,Yes,High School or below,Male,Yes,Married,26,\N,2,3,60,Others,492,MO,317,125,No,No,0.85,3769,942,0,2015,1 -31,6271,0.01,0,4251043342,6826,Yes,High School or below,Male,Yes,Married,26,\N,2,3,60,Others,492,MO,317,125,No,No,0.85,2561,512,0,2015,2 -31,6271,0.01,0,4251043342,6826,Yes,High School or below,Male,Yes,Married,26,\N,2,3,60,Others,492,MO,317,125,No,No,0.85,1288,1288,0,2015,3 -33,61229,0.05,0.03,4251040978,6827,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,0,5,29,Others,168,LA,416,160,No,No,0.39,47,23,1,2015,1 -33,61229,0.05,0.03,4251040978,6827,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,0,5,29,Others,168,LA,416,160,No,No,0.39,3194,638,1,2015,2 -49,59258,0.07,0.01,4251075395,6828,Yes,Bachelor or equivalent,Male,Yes,Single,5,\N,2,3,70,Non-technology Related Job,28,OH,420,20,No,No,0.6,1543,308,0,2015,1 -49,59258,0.07,0.01,4251075395,6828,Yes,Bachelor or equivalent,Male,Yes,Single,5,\N,2,3,70,Non-technology Related Job,28,OH,420,20,No,No,0.6,3653,730,0,2015,2 -51,114215,0.03,0.01,4251079487,6829,Yes,Master or equivalent,Female,Yes,Single,95,\N,3,5,39,Non-technology Related Job,204,NE,19,55,No,No,0.13,4829,603,1,2015,1 -51,114215,0.03,0.01,4251079487,6829,Yes,Master or equivalent,Female,Yes,Single,95,\N,3,5,39,Non-technology Related Job,204,NE,19,55,No,No,0.13,4545,568,1,2015,2 -53,169172,0.06,0,4251047258,6830,Yes,Master or equivalent,Female,No,Married,66,\N,1,7,9,Others,380,MD,118,90,No,No,0.66,3637,909,0,2015,1 -53,169172,0.06,0,4251047258,6830,Yes,Master or equivalent,Female,No,Married,66,\N,1,7,9,Others,380,MD,118,90,No,No,0.66,2740,1370,0,2015,2 -56,224130,0.02,0,4251049961,6831,Yes,PhD or equivalent,Female,Yes,Single,37,\N,2,1,78,Others,57,IL,218,125,No,No,0.19,3061,1020,0,2015,1 -56,224130,0.02,0,4251049961,6831,Yes,PhD or equivalent,Female,Yes,Single,37,\N,2,1,78,Others,57,IL,218,125,No,No,0.19,638,638,0,2015,2 -58,29087,0.05,0.03,4251092532,6832,Yes,High School or below,Male,Yes,Married,8,\N,3,4,47,Others,233,CA,317,160,No,No,0.72,1106,553,0,2015,1 -58,29087,0.05,0.03,4251092532,6832,Yes,High School or below,Male,Yes,Married,8,\N,3,4,47,Others,233,CA,317,160,No,No,0.72,1463,365,0,2015,2 -74,27116,0.07,0.01,4251080118,6833,Yes,High School or below,Female,Yes,Single,15,\N,2,1,88,Non-technology Related Job,93,MI,320,20,No,Yes,0.93,2080,1040,0,2015,1 -74,27116,0.07,0.01,4251080118,6833,Yes,High School or below,Female,Yes,Single,15,\N,2,1,88,Non-technology Related Job,93,MI,320,20,No,Yes,0.93,5288,755,0,2015,2 -74,27116,0.07,0.01,4251080118,6833,Yes,High School or below,Female,Yes,Single,15,\N,2,1,88,Non-technology Related Job,93,MI,320,20,No,Yes,0.93,1190,1190,0,2015,3 -76,82074,0.03,0.01,4251079526,6834,Yes,High School or below,Male,Yes,Married,106,\N,3,3,57,Non-technology Related Job,269,IA,420,55,No,No,0.46,4564,760,0,2015,1 -76,82074,0.03,0.01,4251079526,6834,Yes,High School or below,Male,Yes,Married,106,\N,3,3,57,Non-technology Related Job,269,IA,420,55,No,No,0.46,2053,1026,0,2015,2 -76,82074,0.03,0.01,4251079526,6834,Yes,High School or below,Male,Yes,Married,106,\N,3,3,57,Non-technology Related Job,269,IA,420,55,No,No,0.46,793,793,0,2015,3 -78,137031,0.07,0,4251032957,6835,Yes,High School or below,Male,Yes,Single,77,\N,0,5,26,Others,445,CT,19,90,No,No,0.99,4729,675,0,2015,1 -78,137031,0.07,0,4251032957,6835,Yes,High School or below,Male,Yes,Single,77,\N,0,5,26,Others,445,CT,19,90,No,No,0.99,6251,694,0,2015,2 -12,191989,0.02,0,4251061342,6836,Yes,High School or below,Female,No,Married,48,\N,1,0,96,Others,122,WY,118,124,No,No,0.52,4095,819,0,2015,1 -12,191989,0.02,0,4251061342,6836,Yes,High School or below,Female,No,Married,48,\N,1,0,96,Others,122,WY,118,124,No,No,0.52,2057,685,0,2015,2 -12,191989,0.02,0,4251061342,6836,Yes,High School or below,Female,No,Married,48,\N,1,0,96,Others,122,WY,118,124,No,No,0.52,504,504,0,2015,3 -28,190018,0.04,0.01,4251010740,6837,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,0,5,36,Non-technology Related Job,482,KY,122,234,No,No,0.73,1987,662,1,2015,1 -28,190018,0.04,0.01,4251010740,6837,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,0,5,36,Non-technology Related Job,482,KY,122,234,No,No,0.73,3096,442,1,2015,2 -28,190018,0.04,0.01,4251010740,6837,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,0,5,36,Non-technology Related Job,482,KY,122,234,No,No,0.73,598,598,1,2015,3 -30,244975,0,0.01,4251012794,6838,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,1,7,6,Non-technology Related Job,158,FL,221,19,No,No,0.26,2967,741,0,2015,1 -30,244975,0,0.01,4251012794,6838,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,1,7,6,Non-technology Related Job,158,FL,221,19,No,No,0.26,3548,709,0,2015,2 -32,49932,0.04,0.01,4251015150,6839,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,2,1,75,Non-technology Related Job,334,AK,320,54,No,No,0.8,6552,728,0,2015,1 -32,49932,0.04,0.01,4251015150,6839,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,2,1,75,Non-technology Related Job,334,AK,320,54,No,No,0.8,3702,925,0,2015,2 -35,104890,0.07,0,4251026141,6840,Yes,Master or equivalent,Male,Yes,Married,88,\N,3,4,44,Others,11,VT,419,89,No,No,0.33,2877,575,0,2015,1 -35,104890,0.07,0,4251026141,6840,Yes,Master or equivalent,Male,Yes,Married,88,\N,3,4,44,Others,11,VT,419,89,No,No,0.33,3695,527,0,2015,2 -50,102919,0.01,0.02,4251010190,6841,Yes,High School or below,Female,No,Single,95,\N,2,1,85,Non-technology Related Job,371,ID,423,199,No,No,0.54,2637,527,0,2015,1 -50,102919,0.01,0.02,4251010190,6841,Yes,High School or below,Female,No,Single,95,\N,2,1,85,Non-technology Related Job,371,ID,423,199,No,No,0.54,1729,576,0,2015,2 -53,157876,0.05,0.01,4251069799,6842,Yes,High School or below,Male,Yes,Married,66,\N,3,3,54,Non-technology Related Job,47,AR,22,234,No,No,0.07,2213,737,0,2015,1 -53,157876,0.05,0.01,4251069799,6842,Yes,High School or below,Male,Yes,Married,66,\N,3,3,54,Non-technology Related Job,47,AR,22,234,No,No,0.07,3259,1086,0,2015,2 -55,212834,0,0.01,4251074515,6843,Yes,High School or below,Male,Yes,Single,37,\N,0,5,23,Non-technology Related Job,223,WA,121,19,No,No,0.6,3988,664,0,2015,1 -55,212834,0,0.01,4251074515,6843,Yes,High School or below,Male,Yes,Single,37,\N,0,5,23,Non-technology Related Job,223,WA,121,19,No,No,0.6,6272,784,0,2015,2 -57,17791,0.04,0.01,4251035529,6844,Yes,High School or below,Male,Yes,Married,8,\N,2,7,93,Non-technology Related Job,399,RI,221,54,No,Yes,0.13,3601,900,0,2015,1 -57,17791,0.04,0.01,4251035529,6844,Yes,High School or below,Male,Yes,Married,8,\N,2,7,93,Non-technology Related Job,399,RI,221,54,No,Yes,0.13,4118,823,0,2015,2 -19,128692,0.02,0.01,4251035640,6845,Yes,High School or below,Female,Yes,Married,66,\N,3,5,11,Others,72,SD,418,69,No,No,0.59,4741,790,0,2015,1 -19,128692,0.02,0.01,4251035640,6845,Yes,High School or below,Female,Yes,Married,66,\N,3,5,11,Others,72,SD,418,69,No,No,0.59,5083,1016,0,2015,2 -75,70778,0.02,0.02,4251086924,6846,Yes,High School or below,Male,Yes,Married,106,\N,1,7,3,Non-technology Related Job,436,WI,323,199,No,No,0.87,3410,852,0,2015,1 -75,70778,0.02,0.02,4251086924,6846,Yes,High School or below,Male,Yes,Married,106,\N,1,7,3,Non-technology Related Job,436,WI,323,199,No,No,0.87,3009,752,0,2015,2 -77,125735,0.05,0.01,4251065203,6847,Yes,Bachelor or equivalent,Female,No,Single,77,\N,3,1,72,Non-technology Related Job,112,SD,423,234,No,No,0.4,3696,616,0,2015,1 -77,125735,0.05,0.01,4251065203,6847,Yes,Bachelor or equivalent,Female,No,Single,77,\N,3,1,72,Non-technology Related Job,112,SD,423,234,No,No,0.4,4351,870,0,2015,2 -79,180692,0.01,0.01,4251034324,6848,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,0,3,41,Non-technology Related Job,288,ND,22,19,No,No,0.93,4425,737,0,2015,1 -79,180692,0.01,0.01,4251034324,6848,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,0,3,41,Non-technology Related Job,288,ND,22,19,No,No,0.93,288,144,0,2015,2 -42,41593,0.07,0.01,4251046757,6849,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,1,1,60,Others,461,OK,219,34,No,No,0.39,2705,676,0,2015,1 -42,41593,0.07,0.01,4251046757,6849,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,1,1,60,Others,461,OK,219,34,No,No,0.39,8722,872,0,2015,2 -44,96550,0.03,0.01,4251061485,6850,Yes,Bachelor or equivalent,Female,Yes,Single,76,\N,2,3,29,Others,137,NH,318,69,No,No,0.92,4269,711,0,2015,1 -44,96550,0.03,0.01,4251061485,6850,Yes,Bachelor or equivalent,Female,Yes,Single,76,\N,2,3,29,Others,137,NH,318,69,No,No,0.92,1651,550,0,2015,2 -44,96550,0.03,0.01,4251061485,6850,Yes,Bachelor or equivalent,Female,Yes,Single,76,\N,2,3,29,Others,137,NH,318,69,No,No,0.92,1332,1332,0,2015,3 -31,38636,0.02,0.02,4251031036,6851,Yes,PhD or equivalent,Male,Yes,Single,117,\N,1,5,20,Non-technology Related Job,1,OK,224,199,No,No,0.21,6100,762,1,2015,1 -31,38636,0.02,0.02,4251031036,6851,Yes,PhD or equivalent,Male,Yes,Single,117,\N,1,5,20,Non-technology Related Job,1,OK,224,199,No,No,0.21,4950,618,1,2015,2 -34,93594,0.06,0.01,4251090595,6852,Yes,High School or below,Male,Yes,Married,88,\N,2,7,90,Non-technology Related Job,177,NH,323,234,No,No,0.74,4997,832,0,2015,1 -34,93594,0.06,0.01,4251090595,6852,Yes,High School or below,Male,Yes,Married,88,\N,2,7,90,Non-technology Related Job,177,NH,323,234,No,No,0.74,2925,975,0,2015,2 -64,204494,0.04,0.02,4251082455,6853,Yes,High School or below,Female,No,Married,26,\N,3,5,8,Others,350,NM,20,249,No,No,0.19,3800,760,0,2015,1 -64,204494,0.04,0.02,4251082455,6853,Yes,High School or below,Female,No,Married,26,\N,3,5,8,Others,350,NM,20,249,No,No,0.19,4613,922,0,2015,2 -66,9452,0,0.01,4251089901,6854,Yes,High School or below,Male,Yes,Single,116,\N,1,7,78,Others,26,MN,120,34,No,No,0.72,6597,733,0,2015,1 -66,9452,0,0.01,4251089901,6854,Yes,High School or below,Male,Yes,Single,116,\N,1,7,78,Others,26,MN,120,34,No,No,0.72,6035,1207,0,2015,2 -68,64409,0.03,0.01,4251008686,6855,Yes,High School or below,Male,Yes,Married,87,\N,2,1,47,Others,202,KS,219,69,No,No,0.25,4587,655,0,2015,1 -68,64409,0.03,0.01,4251008686,6855,Yes,High School or below,Male,Yes,Married,87,\N,2,1,47,Others,202,KS,219,69,No,No,0.25,2442,1221,0,2015,2 -56,6495,0.03,0.02,4251050118,6856,Yes,High School or below,Female,Yes,Single,8,\N,0,3,38,Non-technology Related Job,66,MS,125,199,No,No,0.54,385,385,0,2015,1 -56,6495,0.03,0.02,4251050118,6856,Yes,High School or below,Female,Yes,Single,8,\N,0,3,38,Non-technology Related Job,66,MS,125,199,No,No,0.54,3173,1057,0,2015,2 -56,6495,0.03,0.02,4251050118,6856,Yes,High School or below,Female,Yes,Single,8,\N,0,3,38,Non-technology Related Job,66,MS,125,199,No,No,0.54,662,662,0,2015,3 -18,117395,0.01,0.02,4251019380,6857,Yes,High School or below,Male,Yes,Married,65,\N,2,1,57,Others,239,MO,322,214,No,No,0,6995,874,0,2015,1 -18,117395,0.01,0.02,4251019380,6857,Yes,High School or below,Male,Yes,Married,65,\N,2,1,57,Others,239,MO,322,214,No,No,0,4355,871,0,2015,2 -21,172353,0.05,0.02,4251020477,6858,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,3,26,Others,415,LA,421,249,No,No,0.53,8190,819,0,2015,1 -21,172353,0.05,0.02,4251020477,6858,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,3,26,Others,415,LA,421,249,No,No,0.53,3876,775,0,2015,2 -21,172353,0.05,0.02,4251020477,6858,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,3,26,Others,415,LA,421,249,No,No,0.53,193,193,0,2015,3 -23,227310,0,0.01,4251076817,6859,Yes,Bachelor or equivalent,Female,No,Single,7,\N,0,5,95,Others,91,HI,20,34,No,No,0.06,2828,942,0,2015,1 -23,227310,0,0.01,4251076817,6859,Yes,Bachelor or equivalent,Female,No,Single,7,\N,0,5,95,Others,91,HI,20,34,No,No,0.06,3802,950,0,2015,2 -25,32268,0.04,0.01,4251057435,6860,Yes,Bachelor or equivalent,Female,Yes,Married,98,\N,1,0,65,Others,267,AZ,120,69,No,No,0.59,2641,880,0,2015,1 -25,32268,0.04,0.01,4251057435,6860,Yes,Bachelor or equivalent,Female,Yes,Married,98,\N,1,0,65,Others,267,AZ,120,69,No,No,0.59,6168,1028,0,2015,2 -41,30297,0.06,0.03,4251039067,6861,Yes,Master or equivalent,Female,Yes,Married,105,\N,0,5,5,Others,127,MD,123,179,No,No,0.8,2745,686,0,2015,1 -41,30297,0.06,0.03,4251039067,6861,Yes,Master or equivalent,Female,Yes,Married,105,\N,0,5,5,Others,127,MD,123,179,No,No,0.8,973,486,0,2015,2 -43,85254,0.01,0.02,4251080500,6862,Yes,PhD or equivalent,Female,Yes,Married,76,\N,1,7,75,Others,304,IL,222,214,No,No,0.33,3649,608,0,2015,1 -43,85254,0.01,0.02,4251080500,6862,Yes,PhD or equivalent,Female,Yes,Married,76,\N,1,7,75,Others,304,IL,222,214,No,No,0.33,3834,766,0,2015,2 -45,140212,0.05,0.02,4251088905,6863,Yes,High School or below,Male,Yes,Single,47,\N,2,1,44,Others,480,CA,322,249,Yes,No,0.86,3523,587,0,2015,1 -45,140212,0.05,0.02,4251088905,6863,Yes,High School or below,Male,Yes,Single,47,\N,2,1,44,Others,480,CA,322,249,Yes,No,0.86,2035,678,0,2015,2 -47,195169,0.01,0.01,4251058108,6864,Yes,High School or below,Male,Yes,Married,18,\N,3,3,13,Others,156,WV,421,34,No,No,0.39,4034,1008,1,2015,1 -47,195169,0.01,0.01,4251058108,6864,Yes,High School or below,Male,Yes,Married,18,\N,3,3,13,Others,156,WV,421,34,No,No,0.39,2477,1238,1,2015,2 -63,193198,0.03,0.03,4251009227,6865,Yes,High School or below,Male,Yes,Single,25,\N,2,1,54,Non-technology Related Job,16,IA,424,144,No,No,0.6,3972,662,0,2015,1 -63,193198,0.03,0.03,4251009227,6865,Yes,High School or below,Male,Yes,Single,25,\N,2,1,54,Non-technology Related Job,16,IA,424,144,No,No,0.6,1910,477,0,2015,2 -65,248156,0.06,0.02,4251056551,6866,Yes,High School or below,Male,Yes,Married,116,\N,3,3,23,Others,192,CT,24,179,No,No,0.13,4836,690,0,2015,1 -65,248156,0.06,0.02,4251056551,6866,Yes,High School or below,Male,Yes,Married,116,\N,3,3,23,Others,192,CT,24,179,No,No,0.13,4407,629,0,2015,2 -67,53113,0.02,0.02,4251081375,6867,Yes,High School or below,Female,Yes,Single,87,\N,0,5,92,Others,369,WY,123,214,No,No,0.66,3573,893,0,2015,1 -67,53113,0.02,0.02,4251081375,6867,Yes,High School or below,Female,Yes,Single,87,\N,0,5,92,Others,369,WY,123,214,No,No,0.66,799,266,0,2015,2 -67,53113,0.02,0.02,4251081375,6867,Yes,High School or below,Female,Yes,Single,87,\N,0,5,92,Others,369,WY,123,214,No,No,0.66,1272,1272,0,2015,3 -70,108070,0.06,0.02,4251032010,6868,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,2,7,62,Others,45,TX,222,249,No,Yes,0.19,2631,877,1,2015,1 -70,108070,0.06,0.02,4251032010,6868,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,2,7,62,Others,45,TX,222,249,No,Yes,0.19,1272,636,1,2015,2 -17,106099,0,0.03,4251017588,6869,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,0,5,2,Non-technology Related Job,405,GA,226,109,No,No,0.41,919,459,0,2015,1 -17,106099,0,0.03,4251017588,6869,Yes,Bachelor or equivalent,Female,Yes,Single,65,\N,0,5,2,Non-technology Related Job,405,GA,226,109,No,No,0.41,5980,747,0,2015,2 -20,161057,0.03,0.03,4251018048,6870,Yes,Bachelor or equivalent,Female,No,Married,36,\N,1,7,72,Others,81,AK,325,144,No,No,0.94,7412,1058,0,2015,1 -20,161057,0.03,0.03,4251018048,6870,Yes,Bachelor or equivalent,Female,No,Married,36,\N,1,7,72,Others,81,AK,325,144,No,No,0.94,2693,673,0,2015,2 -20,161057,0.03,0.03,4251018048,6870,Yes,Bachelor or equivalent,Female,No,Married,36,\N,1,7,72,Others,81,AK,325,144,No,No,0.94,954,954,0,2015,3 -22,216014,0.07,0.02,4251098942,6871,Yes,Master or equivalent,Male,Yes,Single,7,\N,3,1,41,Others,258,VT,424,179,No,Yes,0.47,3446,689,0,2015,1 -22,216014,0.07,0.02,4251098942,6871,Yes,Master or equivalent,Male,Yes,Single,7,\N,3,1,41,Others,258,VT,424,179,No,Yes,0.47,2232,558,0,2015,2 -24,20972,0.03,0.02,4251038876,6872,Yes,Master or equivalent,Male,Yes,Married,98,\N,0,3,10,Others,434,OR,23,214,No,No,0,2082,694,0,2015,1 -24,20972,0.03,0.02,4251038876,6872,Yes,Master or equivalent,Male,Yes,Married,98,\N,0,3,10,Others,434,OR,23,214,No,No,0,1184,592,0,2015,2 -24,20972,0.03,0.02,4251038876,6872,Yes,Master or equivalent,Male,Yes,Married,98,\N,0,3,10,Others,434,OR,23,214,No,No,0,945,945,0,2015,3 -40,19001,0.05,0,4251088445,6873,Yes,High School or below,Male,Yes,Single,105,\N,2,1,51,Non-technology Related Job,294,AR,27,74,No,No,0.21,1962,327,0,2015,1 -40,19001,0.05,0,4251088445,6873,Yes,High School or below,Male,Yes,Single,105,\N,2,1,51,Non-technology Related Job,294,AR,27,74,No,No,0.21,4896,816,0,2015,2 -42,73958,0,0.03,4251032791,6874,Yes,High School or below,Male,Yes,Married,76,\N,0,3,20,Non-technology Related Job,470,WA,126,109,No,No,0.74,5444,907,0,2015,1 -42,73958,0,0.03,4251032791,6874,Yes,High School or below,Male,Yes,Married,76,\N,0,3,20,Non-technology Related Job,470,WA,126,109,No,No,0.74,887,443,0,2015,2 -42,73958,0,0.03,4251032791,6874,Yes,High School or below,Male,Yes,Married,76,\N,0,3,20,Non-technology Related Job,470,WA,126,109,No,No,0.74,636,636,0,2015,3 -44,128916,0.04,0.03,4251083654,6875,Yes,High School or below,Male,Yes,Single,47,\N,1,5,89,Others,146,SC,225,144,No,No,0.27,2544,508,0,2015,1 -44,128916,0.04,0.03,4251083654,6875,Yes,High School or below,Male,Yes,Single,47,\N,1,5,89,Others,146,SC,225,144,No,No,0.27,2969,742,0,2015,2 -46,183873,0.07,0.02,4251066471,6876,Yes,High School or below,Female,No,Married,18,\N,2,7,59,Others,323,NY,325,179,No,No,0.8,3037,1012,0,2015,1 -46,183873,0.07,0.02,4251066471,6876,Yes,High School or below,Female,No,Married,18,\N,2,7,59,Others,323,NY,325,179,No,No,0.8,7991,726,0,2015,2 -48,238830,0.03,0.02,4251062199,6877,Yes,High School or below,Female,Yes,Single,109,\N,3,2,28,Others,499,MO,424,214,No,No,0.33,6043,755,0,2015,1 -48,238830,0.03,0.02,4251062199,6877,Yes,High School or below,Female,Yes,Single,109,\N,3,2,28,Others,499,MO,424,214,No,No,0.33,2787,696,0,2015,2 -64,236859,0.05,0,4251081338,6878,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,2,7,69,Non-technology Related Job,359,TN,427,74,No,No,0.54,5961,745,0,2015,1 -64,236859,0.05,0,4251081338,6878,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,2,7,69,Non-technology Related Job,359,TN,427,74,No,No,0.54,2898,966,0,2015,2 -67,41817,0.01,0.03,4251089465,6879,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,1,38,Non-technology Related Job,35,ND,27,109,No,No,0.07,4359,726,0,2015,1 -67,41817,0.01,0.03,4251089465,6879,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,1,38,Non-technology Related Job,35,ND,27,109,No,No,0.07,3560,1186,0,2015,2 -69,96774,0.04,0.03,4251031375,6880,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,0,3,7,Others,212,NE,126,144,No,No,0.6,1965,491,0,2015,1 -69,96774,0.04,0.03,4251031375,6880,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,0,3,7,Others,212,NE,126,144,No,No,0.6,4835,805,0,2015,2 -71,151732,0,0.02,4251014980,6881,Yes,Bachelor or equivalent,Male,Yes,Single,29,\N,2,6,77,Others,388,MD,225,179,No,No,0.14,2964,988,0,2015,1 -71,151732,0,0.02,4251014980,6881,Yes,Bachelor or equivalent,Male,Yes,Single,29,\N,2,6,77,Others,388,MD,225,179,No,No,0.14,2082,416,0,2015,2 -33,12632,0.06,0.03,4251076627,6882,Yes,Master or equivalent,Female,No,Single,86,\N,3,3,95,Others,60,MA,422,194,No,No,0.59,2324,1162,0,2015,1 -33,12632,0.06,0.03,4251076627,6882,Yes,Master or equivalent,Female,No,Single,86,\N,3,3,95,Others,60,MA,422,194,No,No,0.59,5377,1075,0,2015,2 -33,12632,0.06,0.03,4251076627,6882,Yes,Master or equivalent,Female,No,Single,86,\N,3,3,95,Others,60,MA,422,194,No,No,0.59,353,353,0,2015,3 -21,204718,0.06,0,4251022132,6883,Yes,High School or below,Male,No,Single,7,\N,1,5,86,Non-technology Related Job,424,NH,328,74,No,No,0.88,6583,658,0,2015,1 -23,9676,0.01,0.03,4251096636,6884,Yes,High School or below,Female,Yes,Married,98,\N,2,7,56,Non-technology Related Job,100,MI,427,109,No,No,0.41,878,439,1,2015,1 -23,9676,0.01,0.03,4251096636,6884,Yes,High School or below,Female,Yes,Married,98,\N,2,7,56,Non-technology Related Job,100,MI,427,109,No,No,0.41,4629,925,1,2015,2 -25,64633,0.05,0.03,4251083490,6885,Yes,High School or below,Female,Yes,Single,68,\N,0,1,25,Others,277,IN,27,144,No,No,0.94,2039,509,0,2015,1 -25,64633,0.05,0.03,4251083490,6885,Yes,High School or below,Female,Yes,Single,68,\N,0,1,25,Others,277,IN,27,144,No,No,0.94,3894,778,0,2015,2 -56,175533,0.03,0.03,4251087700,6886,Yes,High School or below,Male,Yes,Single,6,\N,1,7,44,Others,449,KS,224,159,No,No,0.4,6539,934,0,2015,1 -56,175533,0.03,0.03,4251087700,6886,Yes,High School or below,Male,Yes,Single,6,\N,1,7,44,Others,449,KS,224,159,No,No,0.4,3224,460,0,2015,2 -56,175533,0.03,0.03,4251087700,6886,Yes,High School or below,Male,Yes,Single,6,\N,1,7,44,Others,449,KS,224,159,No,No,0.4,1413,1413,0,2015,3 -58,230491,0.07,0.03,4251051629,6887,Yes,High School or below,Male,Yes,Married,97,\N,2,1,13,Others,125,FL,323,194,No,No,0.93,3493,698,0,2015,1 -58,230491,0.07,0.03,4251051629,6887,Yes,High School or below,Male,Yes,Married,97,\N,2,1,13,Others,125,FL,323,194,No,No,0.93,3267,653,0,2015,2 -58,230491,0.07,0.03,4251051629,6887,Yes,High School or below,Male,Yes,Married,97,\N,2,1,13,Others,125,FL,323,194,No,No,0.93,549,549,0,2015,3 -45,172577,0.06,0,4251058342,6888,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,1,3,4,Non-technology Related Job,489,KS,229,74,No,No,0.21,3675,918,0,2015,1 -45,172577,0.06,0,4251058342,6888,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,1,3,4,Non-technology Related Job,489,KS,229,74,No,No,0.21,6369,796,0,2015,2 -48,227534,0.02,0.03,4251036816,6889,Yes,Bachelor or equivalent,Male,No,Single,108,\N,2,5,74,Others,166,FL,328,109,No,No,0.74,3191,797,0,2015,1 -48,227534,0.02,0.03,4251036816,6889,Yes,Bachelor or equivalent,Male,No,Single,108,\N,2,5,74,Others,166,FL,328,109,No,No,0.74,3016,430,0,2015,2 -78,88435,0,0,4251018273,6890,No,Bachelor or equivalent,Female,Yes,Single,46,\N,3,3,92,Others,338,HI,25,124,No,No,0.2,4696,782,1,2015,2 -12,143392,0.04,0.03,4251069014,6891,Yes,Bachelor or equivalent,Female,Yes,Married,17,\N,0,5,62,Others,14,AZ,124,159,No,No,0.73,5204,743,0,2015,1 -12,143392,0.04,0.03,4251069014,6891,Yes,Bachelor or equivalent,Female,Yes,Married,17,\N,0,5,62,Others,14,AZ,124,159,No,No,0.73,5687,812,0,2015,2 -12,143392,0.04,0.03,4251069014,6891,Yes,Bachelor or equivalent,Female,Yes,Married,17,\N,0,5,62,Others,14,AZ,124,159,No,No,0.73,430,430,0,2015,3 -14,198350,0.07,0.03,4251052629,6892,Yes,Master or equivalent,Male,Yes,Married,108,\N,2,7,31,Others,190,VA,224,194,No,No,0.26,1220,406,0,2015,1 -14,198350,0.07,0.03,4251052629,6892,Yes,Master or equivalent,Male,Yes,Married,108,\N,2,7,31,Others,190,VA,224,194,No,No,0.26,2368,592,0,2015,2 -70,140436,0.07,0,4251088164,6893,Yes,High School or below,Female,No,Married,28,\N,0,1,22,Non-technology Related Job,54,AR,129,74,No,Yes,0.55,1152,384,0,2015,1 -70,140436,0.07,0,4251088164,6893,Yes,High School or below,Female,No,Married,28,\N,0,1,22,Non-technology Related Job,54,AR,129,74,No,Yes,0.55,947,315,0,2015,2 -32,1336,0.05,0,4251075228,6894,Yes,High School or below,Male,Yes,Single,86,\N,1,7,41,Others,227,CO,326,89,No,No,0,5406,772,0,2015,1 -32,1336,0.05,0,4251075228,6894,Yes,High School or below,Male,Yes,Single,86,\N,1,7,41,Others,227,CO,326,89,No,No,0,6019,1003,0,2015,2 -35,56293,0,0,4251046255,6895,Yes,High School or below,Male,No,Single,57,\N,3,1,10,Others,403,WV,426,124,No,No,0.53,1808,452,0,2015,1 -35,56293,0,0,4251046255,6895,Yes,High School or below,Male,No,Single,57,\N,3,1,10,Others,403,WV,426,124,No,No,0.53,8293,829,0,2015,2 -37,111251,0.04,0.03,4251020500,6896,Yes,High School or below,Female,Yes,Married,28,\N,0,3,79,Others,79,SD,25,159,No,No,0.06,5983,854,1,2015,1 -37,111251,0.04,0.03,4251020500,6896,Yes,High School or below,Female,Yes,Married,28,\N,0,3,79,Others,79,SD,25,159,No,No,0.06,6599,824,1,2015,2 -39,166208,0,0.03,4251036881,6897,Yes,High School or below,Female,Yes,Single,119,\N,1,6,49,Others,256,NC,124,194,No,No,0.59,2449,612,0,2015,1 -39,166208,0,0.03,4251036881,6897,Yes,High School or below,Female,Yes,Single,119,\N,1,6,49,Others,256,NC,124,194,No,No,0.59,5494,686,0,2015,2 -55,164237,0.02,0,4251017862,6898,Yes,High School or below,Female,Yes,Married,6,\N,0,3,89,Others,116,WY,127,54,No,Yes,0.81,3571,510,0,2015,1 -55,164237,0.02,0,4251017862,6898,Yes,High School or below,Female,Yes,Married,6,\N,0,3,89,Others,116,WY,127,54,No,Yes,0.81,1349,674,0,2015,2 -57,219195,0.05,0,4251059827,6899,Yes,Bachelor or equivalent,Female,No,Single,97,\N,1,5,59,Others,292,TX,227,89,No,No,0.34,5850,835,0,2015,1 -57,219195,0.05,0,4251059827,6899,Yes,Bachelor or equivalent,Female,No,Single,97,\N,1,5,59,Others,292,TX,227,89,No,No,0.34,3824,956,0,2015,2 -59,24152,0.01,0.03,4251027876,6900,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,2,7,28,Others,468,OH,326,124,No,No,0.87,3608,515,0,2015,1 -59,24152,0.01,0.03,4251027876,6900,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,2,7,28,Others,468,OH,326,124,No,No,0.87,3261,652,0,2015,2 -61,79110,0.05,0.03,4251027917,6901,Yes,Bachelor or equivalent,Male,No,Single,39,\N,3,2,97,Others,144,NV,425,159,No,No,0.4,3774,754,0,2015,1 -61,79110,0.05,0.03,4251027917,6901,Yes,Bachelor or equivalent,Male,No,Single,39,\N,3,2,97,Others,144,NV,425,159,No,No,0.4,7347,734,0,2015,2 -61,79110,0.05,0.03,4251027917,6901,Yes,Bachelor or equivalent,Male,No,Single,39,\N,3,2,97,Others,144,NV,425,159,No,No,0.4,869,869,0,2015,3 -63,134067,0,0.03,4251017707,6902,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,1,4,67,Others,321,MA,25,194,No,No,0.93,1212,606,0,2015,1 -63,134067,0,0.03,4251017707,6902,Yes,Bachelor or equivalent,Male,Yes,Married,10,\N,1,4,67,Others,321,MA,25,194,No,No,0.93,4417,736,0,2015,2 -79,132096,0.02,0,4251098490,6903,Yes,Master or equivalent,Male,Yes,Single,17,\N,3,1,7,Others,181,PA,28,54,No,No,0.14,5522,920,0,2015,1 -79,132096,0.02,0,4251098490,6903,Yes,Master or equivalent,Male,Yes,Single,17,\N,3,1,7,Others,181,PA,28,54,No,No,0.14,5459,1091,0,2015,2 -13,187053,0.06,0,4251032701,6904,Yes,High School or below,Male,Yes,Married,108,\N,0,3,76,Others,357,NJ,127,89,No,No,0.67,1976,494,0,2015,1 -13,187053,0.06,0,4251032701,6904,Yes,High School or below,Male,Yes,Married,108,\N,0,3,76,Others,357,NJ,127,89,No,No,0.67,2211,737,0,2015,2 -16,242011,0.01,0.03,4251049246,6905,Yes,High School or below,Female,No,Single,79,\N,2,6,46,Others,33,MN,227,124,No,No,0.2,8990,817,0,2015,1 -16,242011,0.01,0.03,4251049246,6905,Yes,High School or below,Female,No,Single,79,\N,2,6,46,Others,33,MN,227,124,No,No,0.2,1652,550,0,2015,2 -18,46968,0.05,0.03,4251063683,6906,Yes,High School or below,Female,Yes,Married,49,\N,3,0,15,Others,210,IA,326,159,No,Yes,0.73,2393,797,1,2015,1 -18,46968,0.05,0.03,4251063683,6906,Yes,High School or below,Female,Yes,Married,49,\N,3,0,15,Others,210,IA,326,159,No,Yes,0.73,3968,793,1,2015,2 -18,46968,0.05,0.03,4251063683,6906,Yes,High School or below,Female,Yes,Married,49,\N,3,0,15,Others,210,IA,326,159,No,Yes,0.73,1171,1171,1,2015,3 -34,44997,0.07,0.01,4251077135,6907,Yes,High School or below,Female,Yes,Single,57,\N,1,5,56,Others,70,NY,329,19,No,No,0.94,3204,400,1,2015,1 -34,44997,0.07,0.01,4251077135,6907,Yes,High School or below,Female,Yes,Single,57,\N,1,5,56,Others,70,NY,329,19,No,No,0.94,3735,622,1,2015,2 -36,99955,0.03,0,4251079678,6908,Yes,High School or below,Female,Yes,Married,28,\N,3,7,25,Others,246,MO,429,54,No,No,0.47,3881,970,0,2015,1 -36,99955,0.03,0,4251079678,6908,Yes,High School or below,Female,Yes,Married,28,\N,3,7,25,Others,246,MO,429,54,No,No,0.47,2037,1018,0,2015,2 -38,154912,0.06,0,4251077643,6909,Yes,High School or below,Male,Yes,Single,119,\N,0,1,94,Others,422,LA,28,89,No,Yes,0,9013,819,0,2015,1 -38,154912,0.06,0,4251077643,6909,Yes,High School or below,Male,Yes,Single,119,\N,0,1,94,Others,422,LA,28,89,No,Yes,0,2216,738,0,2015,2 -40,209870,0.02,0.03,4251093634,6910,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,1,4,64,Others,98,GA,127,124,No,No,0.54,5822,831,0,2015,1 -40,209870,0.02,0.03,4251093634,6910,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,1,4,64,Others,98,GA,127,124,No,No,0.54,4863,607,0,2015,2 -56,207899,0.04,0.01,4251078083,6911,Yes,Bachelor or equivalent,Male,Yes,Single,97,\N,3,1,4,Others,459,NE,131,234,No,No,0.75,7762,1108,0,2015,1 -56,207899,0.04,0.01,4251078083,6911,Yes,Bachelor or equivalent,Male,Yes,Single,97,\N,3,1,4,Others,459,NE,131,234,No,No,0.75,3050,435,0,2015,2 -58,12856,0,0.01,4251087136,6912,Yes,Master or equivalent,Male,No,Married,68,\N,1,3,73,Others,135,MD,230,19,Yes,No,0.28,4595,574,0,2015,1 -58,12856,0,0.01,4251087136,6912,Yes,Master or equivalent,Male,No,Married,68,\N,1,3,73,Others,135,MD,230,19,Yes,No,0.28,6150,768,0,2015,2 -60,67813,0.03,0,4251081373,6913,Yes,Master or equivalent,Female,Yes,Single,39,\N,2,5,43,Others,311,ID,329,54,No,No,0.81,7182,897,0,2015,1 -60,67813,0.03,0,4251081373,6913,Yes,Master or equivalent,Female,Yes,Single,39,\N,2,5,43,Others,311,ID,329,54,No,No,0.81,4474,559,0,2015,2 -62,122771,0.07,0,4251032681,6914,Yes,PhD or equivalent,Female,Yes,Married,9,\N,3,0,12,Others,487,CA,429,89,No,No,0.34,375,187,0,2015,1 -62,122771,0.07,0,4251032681,6914,Yes,PhD or equivalent,Female,Yes,Married,9,\N,3,0,12,Others,487,CA,429,89,No,No,0.34,2840,473,0,2015,2 -78,120800,0.01,0.01,4251079197,6915,Yes,High School or below,Female,Yes,Single,17,\N,2,5,53,Others,347,MI,432,199,No,No,0.55,4553,910,0,2015,1 -78,120800,0.01,0.01,4251079197,6915,Yes,High School or below,Female,Yes,Single,17,\N,2,5,53,Others,347,MI,432,199,No,No,0.55,4324,864,0,2015,2 -78,120800,0.01,0.01,4251079197,6915,Yes,High School or below,Female,Yes,Single,17,\N,2,5,53,Others,347,MI,432,199,No,No,0.55,1129,1129,0,2015,3 -13,175757,0.05,0.01,4251051573,6916,Yes,High School or below,Female,Yes,Married,108,\N,3,7,22,Others,24,IN,31,234,No,No,0.08,4068,813,0,2015,1 -13,175757,0.05,0.01,4251051573,6916,Yes,High School or below,Female,Yes,Married,108,\N,3,7,22,Others,24,IN,31,234,No,No,0.08,5393,898,0,2015,2 -15,230715,0,0.01,4251026900,6917,Yes,High School or below,Female,Yes,Single,78,\N,0,1,91,Others,200,CT,131,19,No,No,0.61,2523,630,0,2015,1 -15,230715,0,0.01,4251026900,6917,Yes,High School or below,Female,Yes,Single,78,\N,0,1,91,Others,200,CT,131,19,No,No,0.61,5812,830,0,2015,2 -17,35672,0.04,0,4251089623,6918,Yes,High School or below,Male,No,Married,49,\N,1,4,61,Others,376,WY,230,54,No,No,0.14,5087,726,0,2015,1 -17,35672,0.04,0,4251089623,6918,Yes,High School or below,Male,No,Married,49,\N,1,4,61,Others,376,WY,230,54,No,No,0.14,3791,631,0,2015,2 -47,146573,0.02,0.01,4251013658,6919,Yes,High School or below,Female,Yes,Married,107,\N,3,1,79,Technology Related Job,49,AL,427,69,No,No,0.6,3031,757,0,2015,1 -47,146573,0.02,0.01,4251013658,6919,Yes,High School or below,Female,Yes,Married,107,\N,3,1,79,Technology Related Job,49,AL,427,69,No,No,0.6,2948,982,0,2015,2 -35,88659,0.01,0.01,4251091488,6920,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,1,3,70,Others,413,FL,333,199,No,Yes,0.88,3417,569,0,2015,1 -35,88659,0.01,0.01,4251091488,6920,Yes,Bachelor or equivalent,Male,Yes,Married,28,\N,1,3,70,Others,413,FL,333,199,No,Yes,0.88,2246,748,0,2015,2 -37,143616,0.05,0.01,4251055009,6921,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,2,5,40,Others,89,AK,432,234,No,No,0.41,4653,581,0,2015,1 -37,143616,0.05,0.01,4251055009,6921,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,2,5,40,Others,89,AK,432,234,No,No,0.41,3702,925,0,2015,2 -39,198574,0.01,0.01,4251018391,6922,Yes,Bachelor or equivalent,Female,Yes,Married,89,\N,0,0,9,Others,265,UT,31,19,No,No,0.95,2699,674,1,2015,1 -39,198574,0.01,0.01,4251018391,6922,Yes,Bachelor or equivalent,Female,Yes,Married,89,\N,0,0,9,Others,265,UT,31,19,No,No,0.95,2114,704,1,2015,2 -70,59474,0.07,0.01,4251073315,6923,Yes,Master or equivalent,Male,Yes,Married,27,\N,1,5,28,Others,437,VA,228,34,No,No,0.4,4467,558,0,2015,1 -70,59474,0.07,0.01,4251073315,6923,Yes,Master or equivalent,Male,Yes,Married,27,\N,1,5,28,Others,437,VA,228,34,No,No,0.4,2849,474,0,2015,2 -72,114431,0.02,0.01,4251075699,6924,Yes,Master or equivalent,Male,No,Single,118,\N,2,7,97,Technology Related Job,114,RI,327,69,No,No,0.93,2060,515,0,2015,1 -72,114431,0.02,0.01,4251075699,6924,Yes,Master or equivalent,Male,No,Single,118,\N,2,7,97,Technology Related Job,114,RI,327,69,No,No,0.93,3850,962,0,2015,2 -59,56517,0.02,0.01,4251065620,6925,Yes,High School or below,Female,Yes,Single,38,\N,1,1,88,Others,478,VA,233,199,No,No,0.22,3607,901,0,2015,1 -59,56517,0.02,0.01,4251065620,6925,Yes,High School or below,Female,Yes,Single,38,\N,1,1,88,Others,478,VA,233,199,No,No,0.22,4642,1160,0,2015,2 -62,111475,0.06,0.01,4251047951,6926,Yes,High School or below,Male,Yes,Single,9,\N,2,3,58,Others,154,RI,333,234,No,No,0.75,6979,872,1,2015,1 -62,111475,0.06,0.01,4251047951,6926,Yes,High School or below,Male,Yes,Single,9,\N,2,3,58,Others,154,RI,333,234,No,No,0.75,4699,783,1,2015,2 -24,222375,0.04,0.01,4251084778,6927,Yes,High School or below,Female,Yes,Married,67,\N,3,1,76,Others,326,SD,29,249,No,No,0.2,2821,705,0,2015,1 -24,222375,0.04,0.01,4251084778,6927,Yes,High School or below,Female,Yes,Married,67,\N,3,1,76,Others,326,SD,29,249,No,No,0.2,4604,767,0,2015,2 -26,27333,0.07,0.01,4251022891,6928,Yes,High School or below,Female,No,Married,38,\N,0,3,46,Technology Related Job,3,ND,129,34,No,No,0.74,7073,785,0,2015,1 -26,27333,0.07,0.01,4251022891,6928,Yes,High School or below,Female,No,Married,38,\N,0,3,46,Technology Related Job,3,ND,129,34,No,No,0.74,1673,418,0,2015,2 -28,82290,0.03,0.01,4251096549,6929,Yes,High School or below,Female,Yes,Single,9,\N,2,5,15,Technology Related Job,179,MT,228,69,No,No,0.27,4596,919,1,2015,2 -16,24376,0.02,0.01,4251089197,6930,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,7,6,Others,43,ND,134,199,No,No,0.55,1644,548,0,2015,1 -16,24376,0.02,0.01,4251089197,6930,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,7,6,Others,43,ND,134,199,No,No,0.55,4410,551,0,2015,2 -46,135277,0.01,0.02,4251026655,6931,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,1,5,25,Others,215,OK,331,214,No,No,0.01,1993,498,0,2015,1 -46,135277,0.01,0.02,4251026655,6931,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,1,5,25,Others,215,OK,331,214,No,No,0.01,3661,610,0,2015,2 -48,190234,0.04,0.01,4251082561,6932,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,3,7,94,Others,391,NV,430,249,No,No,0.54,3465,866,1,2015,1 -48,190234,0.04,0.01,4251082561,6932,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,3,7,94,Others,391,NV,430,249,No,No,0.54,5857,836,1,2015,2 -51,245191,0,0.01,4251092416,6933,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,1,63,Technology Related Job,68,MA,29,34,No,Yes,0.07,5880,840,0,2015,1 -51,245191,0,0.01,4251092416,6933,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,1,63,Technology Related Job,68,MA,29,34,No,Yes,0.07,4201,700,0,2015,2 -53,50149,0.03,0,4251049791,6934,Yes,Master or equivalent,Female,No,Married,20,\N,1,4,33,Technology Related Job,244,IL,129,69,No,No,0.6,3320,553,0,2015,1 -53,50149,0.03,0,4251049791,6934,Yes,Master or equivalent,Female,No,Married,20,\N,1,4,33,Technology Related Job,244,IL,129,69,No,No,0.6,7730,966,0,2015,2 -69,48178,0.06,0.02,4251060207,6935,Yes,High School or below,Male,No,Single,27,\N,3,1,73,Others,104,NJ,132,179,No,No,0.81,4637,579,0,2015,1 -69,48178,0.06,0.02,4251060207,6935,Yes,High School or below,Male,No,Single,27,\N,3,1,73,Others,104,NJ,132,179,No,No,0.81,3671,734,0,2015,2 -69,48178,0.06,0.02,4251060207,6935,Yes,High School or below,Male,No,Single,27,\N,3,1,73,Others,104,NJ,132,179,No,No,0.81,1121,1121,0,2015,3 -71,103135,0.01,0.02,4251035628,6936,Yes,High School or below,Female,Yes,Married,118,\N,1,3,43,Others,280,MN,231,214,No,Yes,0.34,7691,549,0,2015,1 -71,103135,0.01,0.02,4251035628,6936,Yes,High School or below,Female,Yes,Married,118,\N,1,3,43,Others,280,MN,231,214,No,Yes,0.34,2884,576,0,2015,2 -73,158093,0.05,0.01,4251012368,6937,Yes,High School or below,Female,Yes,Single,89,\N,2,5,12,Others,457,KS,331,249,No,No,0.87,5216,869,0,2015,1 -73,158093,0.05,0.01,4251012368,6937,Yes,High School or below,Female,Yes,Single,89,\N,2,5,12,Others,457,KS,331,249,No,No,0.87,3507,584,0,2015,2 -73,158093,0.05,0.01,4251012368,6937,Yes,High School or below,Female,Yes,Single,89,\N,2,5,12,Others,457,KS,331,249,No,No,0.87,314,314,0,2015,3 -75,213050,0,0.01,4251042710,6938,Yes,High School or below,Male,Yes,Married,59,\N,3,0,81,Technology Related Job,133,DE,430,34,No,No,0.4,6208,776,0,2015,1 -75,213050,0,0.01,4251042710,6938,Yes,High School or below,Male,Yes,Married,59,\N,3,0,81,Technology Related Job,133,DE,430,34,No,No,0.4,4242,848,0,2015,2 -23,211079,0.02,0.02,4251092169,6939,Yes,High School or below,Female,Yes,Single,67,\N,2,5,22,Others,493,MO,433,144,Yes,No,0.62,4158,1039,0,2015,1 -23,211079,0.02,0.02,4251092169,6939,Yes,High School or below,Female,Yes,Single,67,\N,2,5,22,Others,493,MO,433,144,Yes,No,0.62,5949,849,0,2015,2 -25,16037,0.06,0.02,4251084107,6940,Yes,High School or below,Male,Yes,Married,38,\N,3,7,91,Others,169,LA,33,179,No,No,0.15,2662,887,0,2015,1 -25,16037,0.06,0.02,4251084107,6940,Yes,High School or below,Male,Yes,Married,38,\N,3,7,91,Others,169,LA,33,179,No,No,0.15,6095,761,0,2015,2 -27,70994,0.02,0.02,4251033118,6941,Yes,Bachelor or equivalent,Male,No,Single,9,\N,0,1,60,Others,345,GA,132,214,No,No,0.68,6592,941,0,2015,1 -27,70994,0.02,0.02,4251033118,6941,Yes,Bachelor or equivalent,Male,No,Single,9,\N,0,1,60,Others,345,GA,132,214,No,No,0.68,1233,246,0,2015,2 -30,125951,0.05,0.01,4251070105,6942,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,1,4,30,Others,22,AZ,231,249,Yes,No,0.21,11117,794,0,2015,1 -30,125951,0.05,0.01,4251070105,6942,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,1,4,30,Others,22,AZ,231,249,Yes,No,0.21,4203,840,0,2015,2 -45,123980,0.07,0.03,4251020988,6943,Yes,Master or equivalent,Male,Yes,Single,107,\N,0,1,70,Others,382,MD,235,109,No,No,0.42,4373,874,0,2015,1 -45,123980,0.07,0.03,4251020988,6943,Yes,Master or equivalent,Male,Yes,Single,107,\N,0,1,70,Others,382,MD,235,109,No,No,0.42,4483,640,0,2015,2 -48,178938,0.03,0.02,4251032366,6944,Yes,Master or equivalent,Male,Yes,Married,78,\N,1,3,40,Others,58,ID,334,144,No,No,0.95,6040,862,0,2015,1 -48,178938,0.03,0.02,4251032366,6944,Yes,Master or equivalent,Male,Yes,Married,78,\N,1,3,40,Others,58,ID,334,144,No,No,0.95,3605,721,0,2015,2 -50,233895,0.07,0.02,4251049880,6945,Yes,PhD or equivalent,Female,Yes,Single,49,\N,2,5,9,Others,234,CA,433,179,No,No,0.48,4058,811,0,2015,1 -50,233895,0.07,0.02,4251049880,6945,Yes,PhD or equivalent,Female,Yes,Single,49,\N,2,5,9,Others,234,CA,433,179,No,No,0.48,2741,685,0,2015,2 -52,38853,0.02,0.02,4251030321,6946,Yes,High School or below,Female,Yes,Married,19,\N,0,0,78,Others,411,WV,33,214,No,No,0.01,3472,578,0,2015,1 -52,38853,0.02,0.02,4251030321,6946,Yes,High School or below,Female,Yes,Married,19,\N,0,0,78,Others,411,WV,33,214,No,No,0.01,6122,765,0,2015,2 -68,36882,0.04,0.03,4251016378,6947,No,High School or below,Female,Yes,Single,27,\N,2,5,19,Others,271,IA,36,74,No,Yes,0.22,2994,499,0,2015,1 -68,36882,0.04,0.03,4251016378,6947,No,High School or below,Female,Yes,Single,27,\N,2,5,19,Others,271,IA,36,74,No,Yes,0.22,4310,1077,0,2015,2 -70,91839,0,0.03,4251025376,6948,Yes,High School or below,Female,Yes,Married,118,\N,3,7,88,Others,447,CT,135,109,No,No,0.75,5124,854,0,2015,1 -70,91839,0,0.03,4251025376,6948,Yes,High School or below,Female,Yes,Married,118,\N,3,7,88,Others,447,CT,135,109,No,No,0.75,6981,775,0,2015,2 -72,146797,0.03,0.02,4251068886,6949,Yes,High School or below,Male,Yes,Single,89,\N,1,1,57,Others,123,WY,235,144,No,No,0.28,5607,934,0,2015,1 -72,146797,0.03,0.02,4251068886,6949,Yes,High School or below,Male,Yes,Single,89,\N,1,1,57,Others,123,WY,235,144,No,No,0.28,2120,706,0,2015,2 -72,146797,0.03,0.02,4251068886,6949,Yes,High School or below,Male,Yes,Single,89,\N,1,1,57,Others,123,WY,235,144,No,No,0.28,948,948,0,2015,3 -74,201754,0.07,0.02,4251092602,6950,Yes,High School or below,Male,Yes,Married,59,\N,2,3,27,Others,299,TN,334,179,No,No,0.81,5949,849,0,2015,1 -74,201754,0.07,0.02,4251092602,6950,Yes,High School or below,Male,Yes,Married,59,\N,2,3,27,Others,299,TN,334,179,No,No,0.81,5790,965,0,2015,2 -74,201754,0.07,0.02,4251092602,6950,Yes,High School or below,Male,Yes,Married,59,\N,2,3,27,Others,299,TN,334,179,No,No,0.81,1315,1315,0,2015,3 -37,62654,0.05,0.02,4251008735,6951,Yes,High School or below,Female,Yes,Married,117,\N,3,1,45,Technology Related Job,472,UT,31,194,No,No,0.27,5231,871,0,2015,1 -37,62654,0.05,0.02,4251008735,6951,Yes,High School or below,Female,Yes,Married,117,\N,3,1,45,Technology Related Job,472,UT,31,194,No,No,0.27,2377,475,0,2015,2 -24,4740,0.05,0.03,4251073143,6952,Yes,Bachelor or equivalent,Male,No,Married,38,\N,2,3,37,Others,336,AK,437,74,No,No,0.56,710,355,0,2015,1 -24,4740,0.05,0.03,4251073143,6952,Yes,Bachelor or equivalent,Male,No,Married,38,\N,2,3,37,Others,336,AK,437,74,No,No,0.56,1328,332,0,2015,2 -26,59698,0,0.03,4251047852,6953,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,3,5,6,Others,12,VT,36,108,No,No,0.09,1931,643,0,2015,1 -26,59698,0,0.03,4251047852,6953,Yes,Bachelor or equivalent,Female,Yes,Single,8,\N,3,5,6,Others,12,VT,36,108,No,No,0.09,108,108,0,2015,2 -29,114655,0.04,0.02,4251076151,6954,Yes,Master or equivalent,Female,Yes,Married,99,\N,0,7,75,Others,188,OR,135,143,No,No,0.62,5669,809,0,2015,1 -29,114655,0.04,0.02,4251076151,6954,Yes,Master or equivalent,Female,Yes,Married,99,\N,0,7,75,Others,188,OR,135,143,No,No,0.62,6656,739,0,2015,2 -59,225556,0.02,0.03,4251099889,6955,Yes,Master or equivalent,Male,Yes,Married,37,\N,1,5,94,Technology Related Job,361,RI,332,158,No,No,0.07,5263,751,0,2015,1 -59,225556,0.02,0.03,4251099889,6955,Yes,Master or equivalent,Male,Yes,Married,37,\N,1,5,94,Technology Related Job,361,RI,332,158,No,No,0.07,1417,472,0,2015,2 -61,30513,0.06,0.02,4251067222,6956,Yes,PhD or equivalent,Female,Yes,Single,8,\N,3,7,63,Technology Related Job,37,NY,431,193,No,No,0.6,3648,608,0,2015,1 -61,30513,0.06,0.02,4251067222,6956,Yes,PhD or equivalent,Female,Yes,Single,8,\N,3,7,63,Technology Related Job,37,NY,431,193,No,No,0.6,8913,891,0,2015,2 -49,222599,0.05,0.03,4251023404,6957,Yes,High School or below,Female,Yes,Single,48,\N,1,1,54,Others,401,RI,337,73,No,No,0.89,2674,891,0,2015,1 -49,222599,0.05,0.03,4251023404,6957,Yes,High School or below,Female,Yes,Single,48,\N,1,1,54,Others,401,RI,337,73,No,No,0.89,684,684,0,2015,2 -51,27557,0.01,0.03,4251071698,6958,Yes,High School or below,Male,No,Married,19,\N,2,3,24,Others,77,NY,436,108,No,Yes,0.42,5273,753,0,2015,1 -51,27557,0.01,0.03,4251071698,6958,Yes,High School or below,Male,No,Married,19,\N,2,3,24,Others,77,NY,436,108,No,Yes,0.42,10225,929,0,2015,2 -53,82514,0.04,0.02,4251016368,6959,Yes,High School or below,Male,Yes,Married,110,\N,0,6,93,Others,253,MS,36,143,No,No,0.95,1033,344,0,2015,1 -53,82514,0.04,0.02,4251016368,6959,Yes,High School or below,Male,Yes,Married,110,\N,0,6,93,Others,253,MS,36,143,No,No,0.95,2713,904,0,2015,2 -53,82514,0.04,0.02,4251016368,6959,Yes,High School or below,Male,Yes,Married,110,\N,0,6,93,Others,253,MS,36,143,No,No,0.95,951,951,0,2015,3 -16,193414,0.03,0.03,4251019887,6960,Yes,High School or below,Female,Yes,Single,48,\N,1,3,12,Technology Related Job,426,MT,233,158,Yes,No,0.41,1776,888,0,2015,1 -16,193414,0.03,0.03,4251019887,6960,Yes,High School or below,Female,Yes,Single,48,\N,1,3,12,Technology Related Job,426,MT,233,158,Yes,No,0.41,3131,782,0,2015,2 -18,248372,0.06,0.02,4251045530,6961,Yes,High School or below,Male,Yes,Single,19,\N,2,5,81,Technology Related Job,102,ME,332,193,No,No,0.94,5684,631,0,2015,1 -18,248372,0.06,0.02,4251045530,6961,Yes,High School or below,Male,Yes,Single,19,\N,2,5,81,Technology Related Job,102,ME,332,193,No,No,0.94,3711,463,0,2015,2 -73,190458,0.06,0.03,4251039132,6962,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,7,72,Others,466,NE,238,73,No,No,0.22,4829,965,0,2015,1 -73,190458,0.06,0.03,4251039132,6962,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,7,72,Others,466,NE,238,73,No,No,0.22,2695,898,0,2015,2 -73,190458,0.06,0.03,4251039132,6962,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,0,7,72,Others,466,NE,238,73,No,No,0.22,239,239,0,2015,3 -76,245415,0.01,0.03,4251069362,6963,Yes,Bachelor or equivalent,Female,Yes,Married,30,\N,2,2,42,Others,142,ME,337,108,No,No,0.76,6487,926,0,2015,1 -76,245415,0.01,0.03,4251069362,6963,Yes,Bachelor or equivalent,Female,Yes,Married,30,\N,2,2,42,Others,142,ME,337,108,No,No,0.76,7456,828,0,2015,2 -38,106316,0,0.03,4251038282,6964,Yes,Bachelor or equivalent,Male,No,Single,88,\N,3,7,60,Technology Related Job,315,MA,34,123,No,No,0.21,6486,810,0,2015,1 -38,106316,0,0.03,4251038282,6964,Yes,Bachelor or equivalent,Male,No,Single,88,\N,3,7,60,Technology Related Job,315,MA,34,123,No,No,0.21,2038,679,0,2015,2 -40,161273,0.03,0.03,4251045197,6965,Yes,Master or equivalent,Female,Yes,Single,59,\N,0,1,29,Technology Related Job,491,IN,133,158,No,No,0.74,1427,475,0,2015,1 -40,161273,0.03,0.03,4251045197,6965,Yes,Master or equivalent,Female,Yes,Single,59,\N,0,1,29,Technology Related Job,491,IN,133,158,No,No,0.74,5854,836,0,2015,2 -42,216231,0.07,0.02,4251068074,6966,Yes,Master or equivalent,Female,Yes,Married,30,\N,1,4,99,Technology Related Job,167,CO,233,193,No,No,0.27,5406,772,0,2015,1 -42,216231,0.07,0.02,4251068074,6966,Yes,Master or equivalent,Female,Yes,Married,30,\N,1,4,99,Technology Related Job,167,CO,233,193,No,No,0.27,4405,734,0,2015,2 -30,158317,0.06,0.03,4251054495,6967,Yes,High School or below,Male,Yes,Married,70,\N,0,6,90,Others,31,IN,138,73,No,No,0.56,3970,661,0,2015,1 -30,158317,0.06,0.03,4251054495,6967,Yes,High School or below,Male,Yes,Married,70,\N,0,6,90,Others,31,IN,138,73,No,No,0.56,3092,618,0,2015,2 -32,213274,0.02,0.03,4251061040,6968,Yes,High School or below,Female,Yes,Single,41,\N,1,0,59,Others,207,CT,238,108,No,No,0.09,272,136,0,2015,1 -32,213274,0.02,0.03,4251061040,6968,Yes,High School or below,Female,Yes,Single,41,\N,1,0,59,Others,207,CT,238,108,No,No,0.09,5785,723,0,2015,2 -62,74174,0,0.03,4251028600,6969,Yes,High School or below,Male,Yes,Single,99,\N,2,5,78,Technology Related Job,380,DE,435,123,No,No,0.55,5848,974,0,2015,1 -62,74174,0,0.03,4251028600,6969,Yes,High School or below,Male,Yes,Single,99,\N,2,5,78,Technology Related Job,380,DE,435,123,No,No,0.55,7287,809,0,2015,2 -65,129132,0.04,0.03,4251016570,6970,Yes,High School or below,Male,No,Married,70,\N,0,0,47,Technology Related Job,56,AL,34,158,No,No,0.08,6635,829,0,2015,1 -65,129132,0.04,0.03,4251016570,6970,Yes,High School or below,Male,No,Married,70,\N,0,0,47,Technology Related Job,56,AL,34,158,No,No,0.08,2001,667,0,2015,2 -67,184089,0.07,0.02,4251083670,6971,Yes,High School or below,Male,Yes,Single,40,\N,1,2,17,Technology Related Job,232,UT,133,193,No,Yes,0.61,2929,732,0,2015,1 -67,184089,0.07,0.02,4251083670,6971,Yes,High School or below,Male,Yes,Single,40,\N,1,2,17,Technology Related Job,232,UT,133,193,No,Yes,0.61,2696,674,0,2015,2 -15,182118,0.01,0,4251040903,6972,Yes,Bachelor or equivalent,Male,Yes,Married,48,\N,3,7,57,Others,92,GA,137,53,No,No,0.82,5808,829,0,2015,1 -15,182118,0.01,0,4251040903,6972,Yes,Bachelor or equivalent,Male,Yes,Married,48,\N,3,7,57,Others,92,GA,137,53,No,No,0.82,3112,1037,0,2015,2 -17,237076,0.05,0.03,4251100013,6973,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,1,1,26,Technology Related Job,269,AZ,236,88,No,No,0.35,7310,812,0,2015,1 -17,237076,0.05,0.03,4251100013,6973,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,1,1,26,Technology Related Job,269,AZ,236,88,No,No,0.35,2055,685,0,2015,2 -19,42033,0.01,0.03,4251096135,6974,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,2,3,96,Technology Related Job,445,VA,335,123,No,Yes,0.88,8552,950,0,2015,1 -19,42033,0.01,0.03,4251096135,6974,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,2,3,96,Technology Related Job,445,VA,335,123,No,Yes,0.88,2414,482,0,2015,2 -19,42033,0.01,0.03,4251096135,6974,Yes,Bachelor or equivalent,Female,Yes,Married,109,\N,2,3,96,Technology Related Job,445,VA,335,123,No,Yes,0.88,1209,1209,0,2015,3 -21,96991,0.04,0.03,4251046425,6975,Yes,Bachelor or equivalent,Female,Yes,Single,80,\N,3,6,65,Technology Related Job,121,PA,435,158,No,No,0.41,3646,911,1,2015,1 -21,96991,0.04,0.03,4251046425,6975,Yes,Bachelor or equivalent,Female,Yes,Single,80,\N,3,6,65,Technology Related Job,121,PA,435,158,No,No,0.41,1188,594,1,2015,2 -23,151948,0,0.02,4251020602,6976,Yes,Master or equivalent,Male,No,Married,51,\N,0,0,35,Technology Related Job,297,NM,34,193,No,No,0.94,2448,816,0,2015,1 -23,151948,0,0.02,4251020602,6976,Yes,Master or equivalent,Male,No,Married,51,\N,0,0,35,Technology Related Job,297,NM,34,193,No,No,0.94,3381,676,0,2015,2 -39,149977,0.02,0,4251065608,6977,Yes,High School or below,Female,No,Single,59,\N,3,5,75,Others,158,WV,37,53,No,No,0.15,3654,913,0,2015,1 -39,149977,0.02,0,4251065608,6977,Yes,High School or below,Female,No,Single,59,\N,3,5,75,Others,158,WV,37,53,No,No,0.15,4585,573,0,2015,2 -41,204934,0.05,0.03,4251076727,6978,Yes,High School or below,Male,Yes,Married,29,\N,0,7,44,Technology Related Job,334,SC,137,88,No,No,0.68,5571,928,0,2015,1 -41,204934,0.05,0.03,4251076727,6978,Yes,High School or below,Male,Yes,Married,29,\N,0,7,44,Technology Related Job,334,SC,137,88,No,No,0.68,2665,444,0,2015,2 -44,9892,0.01,0.03,4251052702,6979,Yes,High School or below,Male,Yes,Single,0,\N,1,2,14,Technology Related Job,10,NC,236,123,No,No,0.21,5910,985,0,2015,1 -44,9892,0.01,0.03,4251052702,6979,Yes,High School or below,Male,Yes,Single,0,\N,1,2,14,Technology Related Job,10,NC,236,123,No,No,0.21,3951,987,0,2015,2 -46,64849,0.05,0.03,4251024973,6980,Yes,High School or below,Female,Yes,Married,91,\N,3,4,83,Technology Related Job,186,MT,335,158,No,No,0.74,2464,821,0,2015,1 -46,64849,0.05,0.03,4251024973,6980,Yes,High School or below,Female,Yes,Married,91,\N,3,4,83,Technology Related Job,186,MT,335,158,No,No,0.74,7065,883,0,2015,2 -62,62878,0.07,0,4251009239,6981,Yes,High School or below,Male,No,Single,99,\N,1,1,23,Others,46,TX,339,18,No,No,0.96,2783,695,0,2015,1 -62,62878,0.07,0,4251009239,6981,Yes,High School or below,Male,No,Single,99,\N,1,1,23,Others,46,TX,339,18,No,No,0.96,4223,703,0,2015,2 -64,117836,0.02,0,4251065683,6982,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,2,3,93,Others,223,OH,438,53,No,No,0.49,5091,848,0,2015,1 -64,117836,0.02,0,4251065683,6982,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,2,3,93,Others,223,OH,438,53,No,No,0.49,2794,931,0,2015,2 -66,172793,0.06,0.03,4251049273,6983,Yes,Bachelor or equivalent,Female,No,Single,40,\N,0,6,62,Technology Related Job,399,NV,37,88,No,No,0.02,1486,495,0,2015,1 -66,172793,0.06,0.03,4251049273,6983,Yes,Bachelor or equivalent,Female,No,Single,40,\N,0,6,62,Technology Related Job,399,NV,37,88,No,No,0.02,3828,765,0,2015,2 -68,227751,0.02,0.03,4251043447,6984,Yes,Bachelor or equivalent,Female,Yes,Married,11,\N,1,0,32,Technology Related Job,75,MD,136,123,No,No,0.55,2575,643,0,2015,1 -68,227751,0.02,0.03,4251043447,6984,Yes,Bachelor or equivalent,Female,Yes,Married,11,\N,1,0,32,Technology Related Job,75,MD,136,123,No,No,0.55,7535,685,0,2015,2 -16,225780,0.04,0.01,4251033540,6985,Yes,Master or equivalent,Female,Yes,Single,18,\N,3,5,72,Others,435,OR,140,233,No,Yes,0.76,1751,875,0,2015,1 -16,225780,0.04,0.01,4251033540,6985,Yes,Master or equivalent,Female,Yes,Single,18,\N,3,5,72,Others,435,OR,140,233,No,Yes,0.76,349,349,0,2015,2 -18,30737,0.07,0,4251031514,6986,Yes,Master or equivalent,Female,Yes,Married,109,\N,0,7,41,Others,111,NJ,239,18,No,No,0.29,3643,607,0,2015,1 -18,30737,0.07,0,4251031514,6986,Yes,Master or equivalent,Female,Yes,Married,109,\N,0,7,41,Others,111,NJ,239,18,No,No,0.29,2602,650,0,2015,2 -20,85695,0.03,0,4251043510,6987,Yes,PhD or equivalent,Male,No,Single,80,\N,2,2,11,Technology Related Job,288,MN,338,53,No,No,0.82,5233,747,0,2015,1 -20,85695,0.03,0,4251043510,6987,Yes,PhD or equivalent,Male,No,Single,80,\N,2,2,11,Technology Related Job,288,MN,338,53,No,No,0.82,5047,841,0,2015,2 -20,85695,0.03,0,4251043510,6987,Yes,PhD or equivalent,Male,No,Single,80,\N,2,2,11,Technology Related Job,288,MN,338,53,No,No,0.82,518,518,0,2015,3 -22,140652,0.07,0.03,4251097102,6988,Yes,High School or below,Male,Yes,Married,51,\N,3,4,80,Technology Related Job,464,IA,438,88,No,No,0.35,5101,728,0,2015,1 -22,140652,0.07,0.03,4251097102,6988,Yes,High School or below,Male,Yes,Married,51,\N,3,4,80,Technology Related Job,464,IA,438,88,No,No,0.35,4478,639,0,2015,2 -38,138681,0.01,0.01,4251022317,6989,Yes,High School or below,Male,Yes,Single,58,\N,1,1,20,Others,324,NY,441,198,No,No,0.56,3986,797,0,2015,1 -38,138681,0.01,0.01,4251022317,6989,Yes,High School or below,Male,Yes,Single,58,\N,1,1,20,Others,324,NY,441,198,No,No,0.56,4576,572,0,2015,2 -40,193638,0.04,0.01,4251075612,6990,Yes,High School or below,Male,Yes,Married,29,\N,3,3,90,Others,0,MO,40,233,No,No,0.09,5779,963,0,2015,1 -40,193638,0.04,0.01,4251075612,6990,Yes,High School or below,Male,Yes,Married,29,\N,3,3,90,Others,0,MO,40,233,No,No,0.09,6547,935,0,2015,2 -43,248596,0,0,4251035022,6991,Yes,High School or below,Female,Yes,Single,0,\N,0,6,59,Others,177,KY,140,18,Yes,No,0.62,1676,558,0,2015,1 -43,248596,0,0,4251035022,6991,Yes,High School or below,Female,Yes,Single,0,\N,0,6,59,Others,177,KY,140,18,Yes,No,0.62,1651,550,0,2015,2 -45,53553,0.03,0,4251024057,6992,Yes,High School or below,Female,Yes,Single,91,\N,1,0,29,Technology Related Job,353,GA,239,53,No,No,0.15,3576,596,0,2015,1 -45,53553,0.03,0,4251024057,6992,Yes,High School or below,Female,Yes,Single,91,\N,1,0,29,Technology Related Job,353,GA,239,53,No,No,0.15,3463,692,0,2015,2 -47,108511,0.07,0.03,4251088042,6993,Yes,Bachelor or equivalent,Male,No,Married,62,\N,2,2,98,Technology Related Job,29,AZ,338,88,No,No,0.69,816,816,0,2015,1 -47,108511,0.07,0.03,4251088042,6993,Yes,Bachelor or equivalent,Male,No,Married,62,\N,2,2,98,Technology Related Job,29,AZ,338,88,No,No,0.69,2586,862,0,2015,2 -63,106540,0.01,0.01,4251010359,6994,Yes,Bachelor or equivalent,Female,No,Married,69,\N,1,7,38,Others,389,ME,342,198,No,No,0.9,4136,827,0,2015,1 -63,106540,0.01,0.01,4251010359,6994,Yes,Bachelor or equivalent,Female,No,Married,69,\N,1,7,38,Others,389,ME,342,198,No,No,0.9,2683,670,0,2015,2 -63,106540,0.01,0.01,4251010359,6994,Yes,Bachelor or equivalent,Female,No,Married,69,\N,1,7,38,Others,389,ME,342,198,No,No,0.9,1026,1026,0,2015,3 -65,161497,0.05,0.01,4251075523,6995,Yes,Master or equivalent,Male,Yes,Married,40,\N,2,1,8,Others,65,ID,441,233,No,No,0.43,9629,802,0,2015,1 -65,161497,0.05,0.01,4251075523,6995,Yes,Master or equivalent,Male,Yes,Married,40,\N,2,1,8,Others,65,ID,441,233,No,No,0.43,5586,931,0,2015,2 -65,161497,0.05,0.01,4251075523,6995,Yes,Master or equivalent,Male,Yes,Married,40,\N,2,1,8,Others,65,ID,441,233,No,No,0.43,1107,1107,0,2015,3 -67,216455,0,0,4251091838,6996,Yes,Master or equivalent,Male,Yes,Single,11,\N,3,4,77,Others,242,CA,40,18,No,Yes,0.96,3869,967,0,2015,1 -67,216455,0,0,4251091838,6996,Yes,Master or equivalent,Male,Yes,Single,11,\N,3,4,77,Others,242,CA,40,18,No,Yes,0.96,3316,663,0,2015,2 -69,21412,0.04,0,4251040982,6997,Yes,Master or equivalent,Male,Yes,Married,102,\N,1,6,46,Technology Related Job,418,WA,140,53,No,No,0.49,4828,603,0,2015,1 -69,21412,0.04,0,4251040982,6997,Yes,Master or equivalent,Male,Yes,Married,102,\N,1,6,46,Technology Related Job,418,WA,140,53,No,No,0.49,3364,672,0,2015,2 -69,21412,0.04,0,4251040982,6997,Yes,Master or equivalent,Male,Yes,Married,102,\N,1,6,46,Technology Related Job,418,WA,140,53,No,No,0.49,230,230,0,2015,3 -32,132312,0.02,0,4251082647,6998,Yes,High School or below,Female,Yes,Married,40,\N,2,3,65,Technology Related Job,90,WI,337,68,No,Yes,0.95,3826,637,0,2015,1 -32,132312,0.02,0,4251082647,6998,Yes,High School or below,Female,Yes,Married,40,\N,2,3,65,Technology Related Job,90,WI,337,68,No,Yes,0.95,2510,1255,0,2015,2 -19,74398,0.02,0.01,4251090171,6999,Yes,High School or below,Male,Yes,Married,80,\N,0,5,56,Others,454,CT,242,198,No,No,0.23,3464,494,0,2015,1 -19,74398,0.02,0.01,4251090171,6999,Yes,High School or below,Male,Yes,Married,80,\N,0,5,56,Others,454,CT,242,198,No,No,0.23,4261,608,0,2015,2 -22,129356,0.05,0.01,4251043120,7000,Yes,High School or below,Female,No,Single,51,\N,2,0,26,Others,131,WI,342,233,No,No,0.76,4858,971,1,2015,1 -22,129356,0.05,0.01,4251043120,7000,Yes,High School or below,Female,No,Single,51,\N,2,0,26,Others,131,WI,342,233,No,No,0.76,2306,576,1,2015,2 -22,129356,0.05,0.01,4251043120,7000,Yes,High School or below,Female,No,Single,51,\N,2,0,26,Others,131,WI,342,233,No,No,0.76,62,62,1,2015,3 -24,184313,0.01,0,4251099805,7001,Yes,High School or below,Female,Yes,Married,22,\N,3,2,95,Others,307,TN,441,18,No,No,0.29,698,232,0,2015,1 -24,184313,0.01,0,4251099805,7001,Yes,High School or below,Female,Yes,Married,22,\N,3,2,95,Others,307,TN,441,18,No,No,0.29,3640,606,0,2015,2 -54,45214,0.07,0,4251077176,7002,Yes,High School or below,Male,Yes,Married,80,\N,0,7,13,Technology Related Job,479,UT,138,33,No,No,0.75,2761,394,0,2015,1 -54,45214,0.07,0,4251077176,7002,Yes,High School or below,Male,Yes,Married,80,\N,0,7,13,Technology Related Job,479,UT,138,33,No,No,0.75,1224,612,0,2015,2 -56,100171,0.03,0,4251086445,7003,Yes,High School or below,Female,Yes,Single,50,\N,1,2,83,Technology Related Job,155,OK,237,68,No,No,0.28,5886,588,0,2015,1 -56,100171,0.03,0,4251086445,7003,Yes,High School or below,Female,Yes,Single,50,\N,1,2,83,Technology Related Job,155,OK,237,68,No,No,0.28,3061,765,0,2015,2 -44,42257,0.02,0.01,4251023514,7004,No,Bachelor or equivalent,Male,Yes,Single,91,\N,0,4,74,Others,19,UT,143,198,No,No,0.56,5866,838,0,2015,1 -44,42257,0.02,0.01,4251023514,7004,No,Bachelor or equivalent,Male,Yes,Single,91,\N,0,4,74,Others,19,UT,143,198,No,No,0.56,4758,951,0,2015,2 -46,97215,0.06,0,4251037720,7005,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,1,6,43,Others,196,OR,242,233,No,No,0.1,3115,778,0,2015,1 -46,97215,0.06,0,4251037720,7005,Yes,Bachelor or equivalent,Male,Yes,Married,62,\N,1,6,43,Others,196,OR,242,233,No,No,0.1,6648,738,0,2015,2 -76,208115,0.04,0.01,4251061059,7006,Yes,Master or equivalent,Female,No,Married,119,\N,2,3,62,Technology Related Job,368,RI,439,248,No,No,0.55,1030,343,0,2015,1 -76,208115,0.04,0.01,4251061059,7006,Yes,Master or equivalent,Female,No,Married,119,\N,2,3,62,Technology Related Job,368,RI,439,248,No,No,0.55,1065,266,0,2015,2 -79,13072,0,0,4251070833,7007,Yes,Master or equivalent,Male,Yes,Single,90,\N,0,6,31,Technology Related Job,44,NM,39,33,No,No,0.08,4133,826,0,2015,1 -79,13072,0,0,4251070833,7007,Yes,Master or equivalent,Male,Yes,Single,90,\N,0,6,31,Technology Related Job,44,NM,39,33,No,No,0.08,4271,610,0,2015,2 -13,68030,0.03,0,4251044050,7008,Yes,PhD or equivalent,Male,Yes,Married,61,\N,1,0,1,Technology Related Job,221,MS,138,68,No,No,0.61,2745,915,0,2015,1 -13,68030,0.03,0,4251044050,7008,Yes,PhD or equivalent,Male,Yes,Married,61,\N,1,0,1,Technology Related Job,221,MS,138,68,No,No,0.61,1487,743,0,2015,2 -68,10116,0.03,0.01,4251038855,7009,Yes,High School or below,Female,Yes,Married,102,\N,3,2,92,Others,85,NM,44,198,No,No,0.9,3431,857,0,2015,1 -68,10116,0.03,0.01,4251038855,7009,Yes,High School or below,Female,Yes,Married,102,\N,3,2,92,Others,85,NM,44,198,No,No,0.9,2023,674,0,2015,2 -31,121016,0.01,0.01,4251025327,7010,Yes,High School or below,Male,No,Married,39,\N,0,7,10,Technology Related Job,257,NC,241,213,No,No,0.36,2752,688,0,2015,1 -31,121016,0.01,0.01,4251025327,7010,Yes,High School or below,Male,No,Married,39,\N,0,7,10,Technology Related Job,257,NC,241,213,No,No,0.36,570,570,0,2015,2 -33,175974,0.04,0.01,4251030826,7011,Yes,High School or below,Female,Yes,Single,10,\N,2,2,80,Technology Related Job,433,MT,340,248,No,No,0.89,5562,927,0,2015,1 -33,175974,0.04,0.01,4251030826,7011,Yes,High School or below,Female,Yes,Single,10,\N,2,2,80,Technology Related Job,433,MT,340,248,No,No,0.89,4150,1037,0,2015,2 -35,230931,0,0,4251080029,7012,Yes,High School or below,Female,No,Married,101,\N,3,4,49,Technology Related Job,109,LA,439,33,No,Yes,0.42,3817,636,0,2015,1 -35,230931,0,0,4251080029,7012,Yes,High School or below,Female,No,Married,101,\N,3,4,49,Technology Related Job,109,LA,439,33,No,Yes,0.42,2642,528,0,2015,2 -37,35889,0.04,0,4251014524,7013,Yes,High School or below,Female,Yes,Single,72,\N,0,6,19,Non-technology Related Job,286,HI,38,68,No,No,0.95,2314,1157,1,2015,1 -37,35889,0.04,0,4251014524,7013,Yes,High School or below,Female,Yes,Single,72,\N,0,6,19,Non-technology Related Job,286,HI,38,68,No,No,0.95,2309,577,1,2015,2 -37,35889,0.04,0,4251014524,7013,Yes,High School or below,Female,Yes,Single,72,\N,0,6,19,Non-technology Related Job,286,HI,38,68,No,No,0.95,253,253,1,2015,3 -53,33918,0.06,0.02,4251075728,7014,Yes,Bachelor or equivalent,Female,Yes,Married,79,\N,3,3,59,Technology Related Job,146,NV,42,178,No,No,0.16,5523,690,0,2015,1 -53,33918,0.06,0.02,4251075728,7014,Yes,Bachelor or equivalent,Female,Yes,Married,79,\N,3,3,59,Technology Related Job,146,NV,42,178,No,No,0.16,2193,1096,0,2015,2 -55,88875,0.01,0.01,4251019409,7015,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,0,5,28,Technology Related Job,322,MA,141,213,No,No,0.69,1292,323,0,2015,1 -55,88875,0.01,0.01,4251019409,7015,Yes,Bachelor or equivalent,Female,Yes,Single,50,\N,0,5,28,Technology Related Job,322,MA,141,213,No,No,0.69,3873,774,0,2015,2 -57,143832,0.05,0.01,4251083845,7016,Yes,Bachelor or equivalent,Male,No,Married,21,\N,1,0,98,Technology Related Job,498,IL,240,248,No,No,0.22,1202,601,0,2015,1 -57,143832,0.05,0.01,4251083845,7016,Yes,Bachelor or equivalent,Male,No,Married,21,\N,1,0,98,Technology Related Job,498,IL,240,248,No,No,0.22,1890,630,0,2015,2 -60,198790,0.01,0,4251077539,7017,Yes,Master or equivalent,Male,Yes,Single,112,\N,2,2,67,Technology Related Job,175,CO,340,33,No,No,0.75,3839,767,0,2015,1 -60,198790,0.01,0,4251077539,7017,Yes,Master or equivalent,Male,Yes,Single,112,\N,2,2,67,Technology Related Job,175,CO,340,33,No,No,0.75,3835,639,0,2015,2 -76,196819,0.03,0.02,4251097518,7018,Yes,High School or below,Male,Yes,Married,119,\N,1,7,7,Technology Related Job,35,MN,343,143,No,No,0.96,5174,1034,0,2015,1 -76,196819,0.03,0.02,4251097518,7018,Yes,High School or below,Male,Yes,Married,119,\N,1,7,7,Technology Related Job,35,MN,343,143,No,No,0.96,2519,839,0,2015,2 -78,1776,0.06,0.02,4251048533,7019,Yes,High School or below,Male,Yes,Single,90,\N,2,1,77,Technology Related Job,211,IA,442,178,No,No,0.49,871,217,0,2015,1 -78,1776,0.06,0.02,4251048533,7019,Yes,High School or below,Male,Yes,Single,90,\N,2,1,77,Technology Related Job,211,IA,442,178,No,No,0.49,3300,550,0,2015,2 -12,56734,0.02,0.01,4251015606,7020,Yes,High School or below,Female,Yes,Married,61,\N,3,4,46,Technology Related Job,387,DE,42,213,No,No,0.02,1863,621,0,2015,1 -12,56734,0.02,0.01,4251015606,7020,Yes,High School or below,Female,Yes,Married,61,\N,3,4,46,Technology Related Job,387,DE,42,213,No,No,0.02,947,473,0,2015,2 -12,56734,0.02,0.01,4251015606,7020,Yes,High School or below,Female,Yes,Married,61,\N,3,4,46,Technology Related Job,387,DE,42,213,No,No,0.02,1237,1237,0,2015,3 -14,111691,0.05,0.01,4251060951,7021,Yes,High School or below,Female,Yes,Single,32,\N,1,6,16,Technology Related Job,63,AL,141,248,Yes,No,0.55,3123,780,0,2015,1 -14,111691,0.05,0.01,4251060951,7021,Yes,High School or below,Female,Yes,Single,32,\N,1,6,16,Technology Related Job,63,AL,141,248,Yes,No,0.55,3826,956,0,2015,2 -30,109720,0.07,0.02,4251058170,7022,Yes,High School or below,Female,Yes,Married,39,\N,3,3,56,Others,424,KY,144,108,No,No,0.77,4421,631,0,2015,1 -30,109720,0.07,0.02,4251058170,7022,Yes,High School or below,Female,Yes,Married,39,\N,3,3,56,Others,424,KY,144,108,No,No,0.77,1144,1144,0,2015,2 -32,164678,0.03,0.02,4251056730,7023,Yes,High School or below,Female,No,Single,10,\N,0,5,25,Technology Related Job,100,GA,244,143,No,Yes,0.3,2515,838,0,2015,1 -32,164678,0.03,0.02,4251056730,7023,Yes,High School or below,Female,No,Single,10,\N,0,5,25,Technology Related Job,100,GA,244,143,No,Yes,0.3,2919,583,0,2015,2 -34,219635,0.07,0.02,4251093616,7024,No,Bachelor or equivalent,Male,Yes,Married,101,\N,2,0,95,Technology Related Job,276,AZ,343,178,No,No,0.83,7126,712,0,2015,1 -34,219635,0.07,0.02,4251093616,7024,No,Bachelor or equivalent,Male,Yes,Married,101,\N,2,0,95,Technology Related Job,276,AZ,343,178,No,No,0.83,3091,441,0,2015,2 -34,219635,0.07,0.02,4251093616,7024,No,Bachelor or equivalent,Male,Yes,Married,101,\N,2,0,95,Technology Related Job,276,AZ,343,178,No,No,0.83,1111,1111,0,2015,3 -36,24592,0.02,0.01,4251044964,7025,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,3,2,64,Technology Related Job,452,VT,442,213,No,No,0.36,3868,773,0,2015,1 -36,24592,0.02,0.01,4251044964,7025,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,3,2,64,Technology Related Job,452,VT,442,213,No,No,0.36,2996,749,0,2015,2 -52,22621,0.04,0.03,4251040959,7026,Yes,Master or equivalent,Male,Yes,Married,79,\N,1,7,4,Others,312,ID,446,73,No,No,0.57,3479,579,0,2015,1 -52,22621,0.04,0.03,4251040959,7026,Yes,Master or equivalent,Male,Yes,Married,79,\N,1,7,4,Others,312,ID,446,73,No,No,0.57,1308,1308,0,2015,2 -52,22621,0.04,0.03,4251040959,7026,Yes,Master or equivalent,Male,Yes,Married,79,\N,1,7,4,Others,312,ID,446,73,No,No,0.57,1334,1334,0,2015,3 -54,77579,0,0.02,4251088603,7027,Yes,Master or equivalent,Male,Yes,Single,50,\N,3,1,74,Technology Related Job,489,CA,45,108,No,No,0.1,4095,682,0,2015,1 -54,77579,0,0.02,4251088603,7027,Yes,Master or equivalent,Male,Yes,Single,50,\N,3,1,74,Technology Related Job,489,CA,45,108,No,No,0.1,3244,811,0,2015,2 -57,132536,0.04,0.02,4251043793,7028,Yes,PhD or equivalent,Male,Yes,Single,21,\N,0,4,43,Technology Related Job,165,WA,144,143,No,No,0.63,2976,992,0,2015,1 -57,132536,0.04,0.02,4251043793,7028,Yes,PhD or equivalent,Male,Yes,Single,21,\N,0,4,43,Technology Related Job,165,WA,144,143,No,No,0.63,6142,877,0,2015,2 -59,187494,0.07,0.02,4251051827,7029,Yes,High School or below,Female,No,Married,112,\N,1,6,13,Technology Related Job,341,SC,244,178,No,No,0.16,3093,1031,0,2015,1 -59,187494,0.07,0.02,4251051827,7029,Yes,High School or below,Female,No,Married,112,\N,1,6,13,Technology Related Job,341,SC,244,178,No,No,0.16,3809,544,0,2015,2 -21,48394,0.05,0.02,4251011814,7030,Yes,High School or below,Male,Yes,Single,50,\N,2,3,31,Non-technology Related Job,14,TN,441,193,No,No,0.62,4289,714,0,2015,1 -21,48394,0.05,0.02,4251011814,7030,Yes,High School or below,Male,Yes,Single,50,\N,2,3,31,Non-technology Related Job,14,TN,441,193,No,No,0.62,3389,847,0,2015,2 -77,240480,0.05,0.03,4251036796,7031,Yes,High School or below,Female,Yes,Married,90,\N,1,5,22,Others,378,WI,346,73,No,No,0.9,5445,907,0,2015,1 -77,240480,0.05,0.03,4251036796,7031,Yes,High School or below,Female,Yes,Married,90,\N,1,5,22,Others,378,WI,346,73,No,No,0.9,2857,714,0,2015,2 -79,45438,0.01,0.02,4251084590,7032,Yes,High School or below,Female,Yes,Single,61,\N,2,0,92,Technology Related Job,54,TN,446,108,No,No,0.43,2366,591,0,2015,1 -79,45438,0.01,0.02,4251084590,7032,Yes,High School or below,Female,Yes,Single,61,\N,2,0,92,Technology Related Job,54,TN,446,108,No,No,0.43,4828,689,0,2015,2 -13,100395,0.04,0.02,4251097743,7033,Yes,High School or below,Male,Yes,Married,32,\N,3,2,61,Technology Related Job,230,OH,45,143,No,No,0.96,4994,624,0,2015,1 -13,100395,0.04,0.02,4251097743,7033,Yes,High School or below,Male,Yes,Married,32,\N,3,2,61,Technology Related Job,230,OH,45,143,No,No,0.96,1941,647,0,2015,2 -44,211295,0.02,0.02,4251099763,7034,Yes,High School or below,Female,Yes,Married,90,\N,1,7,80,Non-technology Related Job,402,OR,242,158,No,No,0.42,2193,731,0,2015,1 -44,211295,0.02,0.02,4251099763,7034,Yes,High School or below,Female,Yes,Married,90,\N,1,7,80,Non-technology Related Job,402,OR,242,158,No,No,0.42,6081,868,0,2015,2 -46,16253,0.06,0.02,4251096480,7035,Yes,Bachelor or equivalent,Female,No,Single,60,\N,2,2,49,Non-technology Related Job,79,NH,341,193,No,No,0.95,3450,690,0,2015,1 -46,16253,0.06,0.02,4251096480,7035,Yes,Bachelor or equivalent,Female,No,Single,60,\N,2,2,49,Non-technology Related Job,79,NH,341,193,No,No,0.95,2668,533,0,2015,2 -33,208339,0.05,0.03,4251023807,7036,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,0,3,40,Others,443,OR,247,73,No,No,0.24,4643,773,0,2015,1 -33,208339,0.05,0.03,4251023807,7036,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,0,3,40,Others,443,OR,247,73,No,No,0.24,3811,952,0,2015,2 -35,13296,0.01,0.02,4251026349,7037,Yes,Master or equivalent,Female,Yes,Married,72,\N,1,6,10,Technology Related Job,119,NH,346,108,No,No,0.77,3575,510,1,2015,1 -35,13296,0.01,0.02,4251026349,7037,Yes,Master or equivalent,Female,Yes,Married,72,\N,1,6,10,Technology Related Job,119,NH,346,108,No,No,0.77,5021,836,1,2015,2 -35,13296,0.01,0.02,4251026349,7037,Yes,Master or equivalent,Female,Yes,Married,72,\N,1,6,10,Technology Related Job,119,NH,346,108,No,No,0.77,759,759,1,2015,3 -38,68254,0.05,0.02,4251026575,7038,Yes,Master or equivalent,Female,Yes,Single,42,\N,3,0,79,Technology Related Job,295,MI,446,143,No,No,0.3,4492,898,0,2015,1 -38,68254,0.05,0.02,4251026575,7038,Yes,Master or equivalent,Female,Yes,Single,42,\N,3,0,79,Technology Related Job,295,MI,446,143,No,No,0.3,2519,503,0,2015,2 -68,179154,0.03,0.02,4251096714,7039,Yes,PhD or equivalent,Male,Yes,Single,100,\N,0,5,97,Non-technology Related Job,468,MS,143,158,Yes,Yes,0.75,1718,572,0,2015,1 -68,179154,0.03,0.02,4251096714,7039,Yes,PhD or equivalent,Male,Yes,Single,100,\N,0,5,97,Non-technology Related Job,468,MS,143,158,Yes,Yes,0.75,3105,621,0,2015,2 -70,234112,0.06,0.02,4251031570,7040,Yes,High School or below,Male,Yes,Married,71,\N,1,0,67,Non-technology Related Job,144,KY,242,193,No,No,0.29,1101,550,0,2015,1 -70,234112,0.06,0.02,4251031570,7040,Yes,High School or below,Male,Yes,Married,71,\N,1,0,67,Non-technology Related Job,144,KY,242,193,No,No,0.29,4606,767,0,2015,2 -58,176198,0.06,0.03,4251069330,7041,Yes,High School or below,Female,Yes,Married,112,\N,0,2,58,Others,8,MS,148,73,No,No,0.57,2560,512,0,2015,1 -58,176198,0.06,0.03,4251069330,7041,Yes,High School or below,Female,Yes,Married,112,\N,0,2,58,Others,8,MS,148,73,No,No,0.57,5833,972,0,2015,2 -60,231155,0.02,0.02,4251009086,7042,Yes,High School or below,Male,Yes,Single,82,\N,1,4,27,Technology Related Job,184,KY,247,108,No,No,0.1,4756,792,0,2015,1 -60,231155,0.02,0.02,4251009086,7042,Yes,High School or below,Male,Yes,Single,82,\N,1,4,27,Technology Related Job,184,KY,247,108,No,No,0.1,4941,823,0,2015,2 -22,92055,0,0.03,4251098644,7043,Yes,High School or below,Female,Yes,Single,20,\N,2,1,46,Technology Related Job,356,ME,444,123,No,No,0.56,4012,668,0,2015,1 -22,92055,0,0.03,4251098644,7043,Yes,High School or below,Female,Yes,Single,20,\N,2,1,46,Technology Related Job,356,ME,444,123,No,No,0.56,2264,1132,0,2015,2 -25,147013,0.03,0.02,4251049702,7044,No,High School or below,Female,Yes,Married,111,\N,3,4,15,Non-technology Related Job,33,HI,43,158,No,No,0.09,2542,847,0,2015,1 -25,147013,0.03,0.02,4251049702,7044,No,High School or below,Female,Yes,Married,111,\N,3,4,15,Non-technology Related Job,33,HI,43,158,No,No,0.09,2665,888,0,2015,2 -27,201970,0.07,0.02,4251067611,7045,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,1,6,85,Non-technology Related Job,209,AR,142,193,No,No,0.62,4308,538,0,2015,1 -27,201970,0.07,0.02,4251067611,7045,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,1,6,85,Non-technology Related Job,209,AR,142,193,No,No,0.62,2159,719,0,2015,2 -14,144056,0.06,0.03,4251087718,7046,Yes,Bachelor or equivalent,Female,No,Single,2,\N,3,0,76,Technology Related Job,73,ID,48,73,No,No,0.91,4120,686,1,2015,1 -14,144056,0.06,0.03,4251087718,7046,Yes,Bachelor or equivalent,Female,No,Single,2,\N,3,0,76,Technology Related Job,73,ID,48,73,No,No,0.91,1465,488,1,2015,2 -45,4957,0.05,0.03,4251054806,7047,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,0,5,94,Technology Related Job,245,IL,245,88,No,No,0.36,5810,830,0,2015,1 -45,4957,0.05,0.03,4251054806,7047,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,0,5,94,Technology Related Job,245,IL,245,88,No,No,0.36,2989,996,0,2015,2 -47,59914,0,0.03,4251065129,7048,Yes,Master or equivalent,Male,Yes,Married,31,\N,2,0,64,Technology Related Job,422,CO,344,123,No,No,0.89,6897,689,0,2015,1 -47,59914,0,0.03,4251065129,7048,Yes,Master or equivalent,Male,Yes,Married,31,\N,2,0,64,Technology Related Job,422,CO,344,123,No,No,0.89,1852,617,0,2015,2 -49,114872,0.04,0.02,4251050479,7049,Yes,Master or equivalent,Female,Yes,Single,2,\N,3,2,33,Non-technology Related Job,98,WI,444,158,No,No,0.42,4450,635,0,2015,1 -49,114872,0.04,0.02,4251050479,7049,Yes,Master or equivalent,Female,Yes,Single,2,\N,3,2,33,Non-technology Related Job,98,WI,444,158,No,No,0.42,2748,687,0,2015,2 -51,169829,0.07,0.02,4251093543,7050,Yes,PhD or equivalent,Female,Yes,Married,93,\N,0,4,2,Non-technology Related Job,274,SD,43,193,No,Yes,0.95,5691,813,0,2015,1 -51,169829,0.07,0.02,4251093543,7050,Yes,PhD or equivalent,Female,Yes,Married,93,\N,0,4,2,Non-technology Related Job,274,SD,43,193,No,Yes,0.95,2937,734,0,2015,2 -67,167858,0.02,0.03,4251035692,7051,Yes,High School or below,Female,Yes,Single,100,\N,3,1,43,Technology Related Job,134,DE,46,53,No,No,0.16,4355,622,0,2015,1 -67,167858,0.02,0.03,4251035692,7051,Yes,High School or below,Female,Yes,Single,100,\N,3,1,43,Technology Related Job,134,DE,46,53,No,No,0.16,1917,958,0,2015,2 -69,222816,0.05,0.03,4251038948,7052,Yes,High School or below,Female,No,Married,71,\N,0,4,12,Technology Related Job,310,AL,146,88,No,No,0.7,5296,756,0,2015,1 -69,222816,0.05,0.03,4251038948,7052,Yes,High School or below,Female,No,Married,71,\N,0,4,12,Technology Related Job,310,AL,146,88,No,No,0.7,1609,402,0,2015,2 -71,27773,0.01,0.03,4251077741,7053,Yes,High School or below,Female,Yes,Single,42,\N,1,6,82,Non-technology Related Job,487,TX,245,123,No,No,0.23,4827,804,0,2015,1 -71,27773,0.01,0.03,4251077741,7053,Yes,High School or below,Female,Yes,Single,42,\N,1,6,82,Non-technology Related Job,487,TX,245,123,No,No,0.23,5655,1131,0,2015,2 -74,82730,0.04,0.02,4251018558,7054,Yes,High School or below,Male,Yes,Married,13,\N,2,0,51,Non-technology Related Job,163,OK,344,158,No,No,0.76,3882,647,0,2015,1 -74,82730,0.04,0.02,4251018558,7054,Yes,High School or below,Male,Yes,Married,13,\N,2,0,51,Non-technology Related Job,163,OK,344,158,No,No,0.76,577,577,0,2015,2 -76,137688,0,0.02,4251024197,7055,Yes,High School or below,Male,Yes,Married,103,\N,0,2,20,Non-technology Related Job,339,NH,444,193,No,No,0.29,1358,452,0,2015,1 -76,137688,0,0.02,4251024197,7055,Yes,High School or below,Male,Yes,Married,103,\N,0,2,20,Non-technology Related Job,339,NH,444,193,No,No,0.29,1106,553,0,2015,2 -24,135717,0.02,0.03,4251084469,7056,Yes,Bachelor or equivalent,Male,Yes,Married,111,\N,2,0,61,Technology Related Job,199,VT,447,53,No,No,0.5,3552,888,0,2015,1 -24,135717,0.02,0.03,4251084469,7056,Yes,Bachelor or equivalent,Male,Yes,Married,111,\N,2,0,61,Technology Related Job,199,VT,447,53,No,No,0.5,3153,525,0,2015,2 -26,190674,0.06,0.03,4251081960,7057,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,3,2,30,Technology Related Job,376,PA,46,88,No,No,0.03,1375,687,0,2015,1 -26,190674,0.06,0.03,4251081960,7057,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,3,2,30,Technology Related Job,376,PA,46,88,No,No,0.03,1786,446,0,2015,2 -28,245632,0.01,0.03,4251073539,7058,Yes,Bachelor or equivalent,Female,No,Single,53,\N,1,4,99,Non-technology Related Job,52,NM,146,123,No,No,0.56,3856,550,0,2015,1 -28,245632,0.01,0.03,4251073539,7058,Yes,Bachelor or equivalent,Female,No,Single,53,\N,1,4,99,Non-technology Related Job,52,NM,146,123,No,No,0.56,2496,832,0,2015,2 -30,50589,0.05,0.02,4251044759,7059,Yes,Master or equivalent,Female,Yes,Married,23,\N,2,6,69,Non-technology Related Job,228,MN,245,158,No,No,0.09,2135,711,0,2015,1 -30,50589,0.05,0.02,4251044759,7059,Yes,Master or equivalent,Female,Yes,Married,23,\N,2,6,69,Non-technology Related Job,228,MN,245,158,No,No,0.09,2611,435,0,2015,2 -46,48618,0.07,0,4251087026,7060,Yes,High School or below,Female,Yes,Married,31,\N,0,3,9,Technology Related Job,88,SC,248,18,No,No,0.3,3087,1029,0,2015,1 -46,48618,0.07,0,4251087026,7060,Yes,High School or below,Female,Yes,Married,31,\N,0,3,9,Technology Related Job,88,SC,248,18,No,No,0.3,5350,1070,0,2015,2 -48,103576,0.03,0.03,4251097784,7061,Yes,High School or below,Female,Yes,Married,2,\N,1,6,79,Technology Related Job,264,NC,348,53,No,Yes,0.83,4063,812,0,2015,1 -48,103576,0.03,0.03,4251097784,7061,Yes,High School or below,Female,Yes,Married,2,\N,1,6,79,Technology Related Job,264,NC,348,53,No,Yes,0.83,3173,634,0,2015,2 -50,158533,0.06,0.03,4251053638,7062,Yes,High School or below,Male,Yes,Single,93,\N,3,0,48,Technology Related Job,441,MO,447,88,No,No,0.36,330,330,1,2015,1 -50,158533,0.06,0.03,4251053638,7062,Yes,High School or below,Male,Yes,Single,93,\N,3,0,48,Technology Related Job,441,MO,447,88,No,No,0.36,2988,747,1,2015,2 -53,213490,0.02,0.03,4251035387,7063,Yes,High School or below,Male,Yes,Married,63,\N,0,2,17,Non-technology Related Job,117,LA,46,123,No,No,0.89,5884,840,0,2015,1 -53,213490,0.02,0.03,4251035387,7063,Yes,High School or below,Male,Yes,Married,63,\N,0,2,17,Non-technology Related Job,117,LA,46,123,No,No,0.89,4387,731,0,2015,2 -55,18448,0.05,0.02,4251086763,7064,Yes,High School or below,Male,No,Single,34,\N,1,4,87,Non-technology Related Job,293,HI,146,158,No,No,0.43,1928,964,0,2015,1 -55,18448,0.05,0.02,4251086763,7064,Yes,High School or below,Male,No,Single,34,\N,1,4,87,Non-technology Related Job,293,HI,146,158,No,No,0.43,917,458,0,2015,2 -55,18448,0.05,0.02,4251086763,7064,Yes,High School or below,Male,No,Single,34,\N,1,4,87,Non-technology Related Job,293,HI,146,158,No,No,0.43,1064,1064,0,2015,3 -71,16477,0.07,0,4251064891,7065,Yes,Bachelor or equivalent,Male,No,Married,42,\N,0,2,27,Technology Related Job,153,NV,149,18,No,No,0.64,1888,944,0,2015,1 -71,16477,0.07,0,4251064891,7065,Yes,Bachelor or equivalent,Male,No,Married,42,\N,0,2,27,Technology Related Job,153,NV,149,18,No,No,0.64,5047,1009,0,2015,2 -73,71434,0.03,0.03,4251021821,7066,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,1,4,96,Technology Related Job,330,MD,248,53,No,No,0.17,2922,730,0,2015,1 -73,71434,0.03,0.03,4251021821,7066,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,1,4,96,Technology Related Job,330,MD,248,53,No,No,0.17,1886,628,0,2015,2 -75,126392,0.07,0.03,4251042306,7067,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,2,6,66,Technology Related Job,6,IL,348,88,No,No,0.7,1840,613,0,2015,1 -75,126392,0.07,0.03,4251042306,7067,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,2,6,66,Technology Related Job,6,IL,348,88,No,No,0.7,5752,821,0,2015,2 -77,181349,0.02,0.03,4251051588,7068,Yes,Bachelor or equivalent,Female,Yes,Single,74,\N,3,0,35,Non-technology Related Job,182,CA,447,123,No,No,0.23,4483,896,1,2015,1 -77,181349,0.02,0.03,4251051588,7068,Yes,Bachelor or equivalent,Female,Yes,Single,74,\N,3,0,35,Non-technology Related Job,182,CA,447,123,No,No,0.23,3895,779,1,2015,2 -25,179378,0.04,0,4251085190,7069,Yes,Master or equivalent,Female,No,Married,82,\N,2,6,76,Technology Related Job,42,MI,450,233,No,No,0.44,1570,392,0,2015,1 -25,179378,0.04,0,4251085190,7069,Yes,Master or equivalent,Female,No,Married,82,\N,2,6,76,Technology Related Job,42,MI,450,233,No,No,0.44,3824,637,0,2015,2 -27,234336,0,0,4251024723,7070,Yes,PhD or equivalent,Female,Yes,Single,52,\N,3,0,45,Technology Related Job,218,IA,50,18,Yes,No,0.97,2517,503,0,2015,1 -27,234336,0,0,4251024723,7070,Yes,PhD or equivalent,Female,Yes,Single,52,\N,3,0,45,Technology Related Job,218,IA,50,18,Yes,No,0.97,2027,675,0,2015,2 -29,39293,0.04,0.03,4251047276,7071,Yes,High School or below,Male,No,Married,23,\N,0,2,14,Technology Related Job,395,CT,149,52,No,No,0.5,6290,786,0,2015,1 -29,39293,0.04,0.03,4251047276,7071,Yes,High School or below,Male,No,Married,23,\N,0,2,14,Technology Related Job,395,CT,149,52,No,No,0.5,5385,897,0,2015,2 -29,39293,0.04,0.03,4251047276,7071,Yes,High School or below,Male,No,Married,23,\N,0,2,14,Technology Related Job,395,CT,149,52,No,No,0.5,440,440,0,2015,3 -31,94250,0.07,0.03,4251036057,7072,Yes,High School or below,Male,Yes,Single,114,\N,2,4,84,Non-technology Related Job,71,WY,248,87,No,Yes,0.03,6254,694,0,2015,1 -31,94250,0.07,0.03,4251036057,7072,Yes,High School or below,Male,Yes,Single,114,\N,2,4,84,Non-technology Related Job,71,WY,248,87,No,Yes,0.03,2768,692,0,2015,2 -47,92279,0.01,0,4251009696,7073,Yes,High School or below,Male,Yes,Married,2,\N,0,2,24,Technology Related Job,431,KY,252,197,No,No,0.24,4553,758,0,2015,1 -47,92279,0.01,0,4251009696,7073,Yes,High School or below,Male,Yes,Married,2,\N,0,2,24,Technology Related Job,431,KY,252,197,No,No,0.24,2475,825,0,2015,2 -47,92279,0.01,0,4251009696,7073,Yes,High School or below,Male,Yes,Married,2,\N,0,2,24,Technology Related Job,431,KY,252,197,No,No,0.24,1327,1327,0,2015,3 -49,147237,0.05,0,4251027350,7074,Yes,High School or below,Male,Yes,Single,92,\N,1,4,93,Technology Related Job,107,GA,351,232,No,No,0.77,2271,757,0,2015,1 -49,147237,0.05,0,4251027350,7074,Yes,High School or below,Male,Yes,Single,92,\N,1,4,93,Technology Related Job,107,GA,351,232,No,No,0.77,1652,330,0,2015,2 -52,202194,0,0,4251024382,7075,Yes,High School or below,Female,No,Married,63,\N,3,6,63,Technology Related Job,284,AK,450,17,No,No,0.3,8860,1107,0,2015,1 -52,202194,0,0,4251024382,7075,Yes,High School or below,Female,No,Married,63,\N,3,6,63,Technology Related Job,284,AK,450,17,No,No,0.3,1285,257,0,2015,2 -52,202194,0,0,4251024382,7075,Yes,High School or below,Female,No,Married,63,\N,3,6,63,Technology Related Job,284,AK,450,17,No,No,0.3,334,334,0,2015,3 -54,7152,0.04,0.03,4251017772,7076,Yes,Bachelor or equivalent,Female,Yes,Single,34,\N,0,0,32,Technology Related Job,460,VT,49,52,No,No,0.84,3931,982,0,2015,1 -54,7152,0.04,0.03,4251017772,7076,Yes,Bachelor or equivalent,Female,Yes,Single,34,\N,0,0,32,Technology Related Job,460,VT,49,52,No,No,0.84,3145,524,0,2015,2 -16,118052,0.02,0,4251028281,7077,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,1,6,51,Non-technology Related Job,132,WA,246,67,No,Yes,0.29,1373,457,0,2015,1 -16,118052,0.02,0,4251028281,7077,Yes,Bachelor or equivalent,Male,Yes,Single,92,\N,1,6,51,Non-technology Related Job,132,WA,246,67,No,Yes,0.29,4099,683,0,2015,2 -72,60138,0.02,0,4251077324,7078,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,0,0,42,Technology Related Job,496,AR,152,197,No,No,0.58,4610,922,0,2015,1 -72,60138,0.02,0,4251077324,7078,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,0,0,42,Technology Related Job,496,AR,152,197,No,No,0.58,1393,348,0,2015,2 -74,115096,0.05,0,4251014086,7079,Yes,Master or equivalent,Male,Yes,Married,103,\N,1,2,11,Technology Related Job,172,WA,251,232,No,No,0.11,5268,585,0,2015,1 -74,115096,0.05,0,4251014086,7079,Yes,Master or equivalent,Male,Yes,Married,103,\N,1,2,11,Technology Related Job,172,WA,251,232,No,No,0.11,2215,443,0,2015,2 -76,170053,0.01,0,4251057249,7080,Yes,Master or equivalent,Male,Yes,Single,74,\N,2,4,81,Technology Related Job,349,SC,351,17,No,No,0.64,4270,854,0,2015,1 -76,170053,0.01,0,4251057249,7080,Yes,Master or equivalent,Male,Yes,Single,74,\N,2,4,81,Technology Related Job,349,SC,351,17,No,No,0.64,2040,510,0,2015,2 -39,30953,0.07,0,4251068797,7081,Yes,PhD or equivalent,Female,No,Single,12,\N,3,2,99,Non-technology Related Job,21,SD,48,32,No,No,0.1,4603,767,0,2015,1 -39,30953,0.07,0,4251068797,7081,Yes,PhD or equivalent,Female,No,Single,12,\N,3,2,99,Non-technology Related Job,21,SD,48,32,No,No,0.1,5832,833,0,2015,2 -41,85911,0.03,0,4251090521,7082,Yes,High School or below,Female,Yes,Married,103,\N,1,4,69,Non-technology Related Job,197,ND,147,67,No,No,0.63,2712,678,0,2015,1 -41,85911,0.03,0,4251090521,7082,Yes,High School or below,Female,Yes,Married,103,\N,1,4,69,Non-technology Related Job,197,ND,147,67,No,No,0.63,7460,746,0,2015,2 -28,27997,0.02,0,4251035369,7083,Yes,High School or below,Male,Yes,Married,23,\N,3,6,60,Technology Related Job,61,TN,53,197,No,Yes,0.91,2499,499,0,2015,1 -28,27997,0.02,0,4251035369,7083,Yes,High School or below,Male,Yes,Married,23,\N,3,6,60,Technology Related Job,61,TN,53,197,No,Yes,0.91,8452,845,0,2015,2 -28,27997,0.02,0,4251035369,7083,Yes,High School or below,Male,Yes,Married,23,\N,3,6,60,Technology Related Job,61,TN,53,197,No,Yes,0.91,377,377,0,2015,3 -31,82954,0.06,0,4251089957,7084,Yes,High School or below,Female,Yes,Single,114,\N,0,0,29,Technology Related Job,237,ND,152,232,No,No,0.44,3642,910,0,2015,1 -31,82954,0.06,0,4251089957,7084,Yes,High School or below,Female,Yes,Single,114,\N,0,0,29,Technology Related Job,237,ND,152,232,No,No,0.44,6166,685,0,2015,2 -61,193855,0.04,0,4251087634,7085,Yes,High School or below,Male,Yes,Single,52,\N,2,6,48,Non-technology Related Job,410,OK,349,247,No,No,0.9,3613,602,0,2015,1 -61,193855,0.04,0,4251087634,7085,Yes,High School or below,Male,Yes,Single,52,\N,2,6,48,Non-technology Related Job,410,OK,349,247,No,No,0.9,5636,704,0,2015,2 -63,248812,0,0,4251015202,7086,Yes,High School or below,Male,Yes,Married,23,\N,3,0,17,Non-technology Related Job,86,NH,448,32,No,No,0.43,7054,783,0,2015,1 -63,248812,0,0,4251015202,7086,Yes,High School or below,Male,Yes,Married,23,\N,3,0,17,Non-technology Related Job,86,NH,448,32,No,No,0.43,3085,617,0,2015,2 -65,53770,0.03,0,4251078581,7087,Yes,Bachelor or equivalent,Female,No,Single,113,\N,0,2,86,Non-technology Related Job,262,MA,48,67,No,No,0.96,2351,470,0,2015,1 -65,53770,0.03,0,4251078581,7087,Yes,Bachelor or equivalent,Female,No,Single,113,\N,0,2,86,Non-technology Related Job,262,MA,48,67,No,No,0.96,4251,708,0,2015,2 -53,245856,0.03,0,4251017230,7088,Yes,Bachelor or equivalent,Male,No,Single,34,\N,2,4,78,Technology Related Job,126,NH,453,197,No,No,0.25,7778,777,0,2015,1 -53,245856,0.03,0,4251017230,7088,Yes,Bachelor or equivalent,Male,No,Single,34,\N,2,4,78,Technology Related Job,126,NH,453,197,No,No,0.25,4201,840,0,2015,2 -15,106756,0.01,0.01,4251091357,7089,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,0,2,96,Non-technology Related Job,299,NM,150,212,No,No,0.7,3219,643,0,2015,1 -15,106756,0.01,0.01,4251091357,7089,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,0,2,96,Non-technology Related Job,299,NM,150,212,No,No,0.7,1709,854,0,2015,2 -17,161713,0.05,0,4251095002,7090,Yes,Master or equivalent,Female,Yes,Married,63,\N,1,4,66,Non-technology Related Job,475,MN,250,247,No,No,0.23,2277,759,0,2015,1 -17,161713,0.05,0,4251095002,7090,Yes,Master or equivalent,Female,Yes,Married,63,\N,1,4,66,Non-technology Related Job,475,MN,250,247,No,No,0.23,3264,652,0,2015,2 -20,216671,0,0,4251051590,7091,Yes,Master or equivalent,Male,Yes,Married,33,\N,2,6,35,Non-technology Related Job,151,KS,349,32,No,No,0.76,3135,1045,0,2015,1 -20,216671,0,0,4251051590,7091,Yes,Master or equivalent,Male,Yes,Married,33,\N,2,6,35,Non-technology Related Job,151,KS,349,32,No,No,0.76,2642,528,0,2015,2 -22,21628,0.04,0,4251033121,7092,Yes,High School or below,Male,Yes,Single,4,\N,3,0,4,Non-technology Related Job,327,FL,448,67,No,No,0.29,6049,1008,0,2015,1 -22,21628,0.04,0,4251033121,7092,Yes,High School or below,Male,Yes,Single,4,\N,3,0,4,Non-technology Related Job,327,FL,448,67,No,No,0.29,3716,929,0,2015,2 -38,19657,0.06,0.01,4251047226,7093,Yes,High School or below,Male,Yes,Single,12,\N,2,6,45,Non-technology Related Job,188,MT,452,177,No,No,0.51,5054,722,0,2015,1 -38,19657,0.06,0.01,4251047226,7093,Yes,High School or below,Male,Yes,Single,12,\N,2,6,45,Non-technology Related Job,188,MT,452,177,No,No,0.51,3631,907,0,2015,2 -40,74615,0.01,0.01,4251023224,7094,Yes,High School or below,Male,No,Single,103,\N,3,0,14,Non-technology Related Job,364,LA,51,212,No,No,0.04,3688,526,0,2015,1 -40,74615,0.01,0.01,4251023224,7094,Yes,High School or below,Male,No,Single,103,\N,3,0,14,Non-technology Related Job,364,LA,51,212,No,No,0.04,3704,740,0,2015,2 -42,129572,0.05,0,4251026700,7095,Yes,High School or below,Male,Yes,Married,73,\N,0,2,83,Non-technology Related Job,40,HI,150,247,No,No,0.57,8626,862,0,2015,1 -42,129572,0.05,0,4251026700,7095,Yes,High School or below,Male,Yes,Married,73,\N,0,2,83,Non-technology Related Job,40,HI,150,247,No,No,0.57,3097,619,0,2015,2 -44,184530,0.01,0,4251072885,7096,Yes,High School or below,Female,Yes,Single,44,\N,2,4,53,Non-technology Related Job,216,AZ,250,32,No,No,0.1,4776,530,0,2015,1 -44,184530,0.01,0,4251072885,7096,Yes,High School or below,Female,Yes,Single,44,\N,2,4,53,Non-technology Related Job,216,AZ,250,32,No,No,0.1,417,208,0,2015,2 -60,182559,0.03,0.02,4251067429,7097,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,0,2,93,Technology Related Job,77,MD,253,142,No,No,0.31,1428,1428,0,2015,1 -60,182559,0.03,0.02,4251067429,7097,Yes,Bachelor or equivalent,Male,Yes,Married,52,\N,0,2,93,Technology Related Job,77,MD,253,142,No,No,0.31,3504,700,0,2015,2 -62,237516,0.06,0.01,4251091913,7098,Yes,Bachelor or equivalent,Female,No,Single,23,\N,1,4,63,Non-technology Related Job,253,IL,352,177,No,No,0.84,5539,923,0,2015,1 -62,237516,0.06,0.01,4251091913,7098,Yes,Bachelor or equivalent,Female,No,Single,23,\N,1,4,63,Non-technology Related Job,253,IL,352,177,No,No,0.84,1470,735,0,2015,2 -64,42474,0.02,0.01,4251038576,7099,Yes,Bachelor or equivalent,Female,Yes,Married,113,\N,3,6,32,Non-technology Related Job,429,CO,452,212,No,Yes,0.37,3664,1221,0,2015,1 -64,42474,0.02,0.01,4251038576,7099,Yes,Bachelor or equivalent,Female,Yes,Married,113,\N,3,6,32,Non-technology Related Job,429,CO,452,212,No,Yes,0.37,2967,593,0,2015,2 -12,40502,0.04,0.02,4251010825,7100,Yes,Master or equivalent,Female,Yes,Single,1,\N,1,3,72,Technology Related Job,289,MI,455,72,No,No,0.58,3461,1153,0,2015,1 -12,40502,0.04,0.02,4251010825,7100,Yes,Master or equivalent,Female,Yes,Single,1,\N,1,3,72,Technology Related Job,289,MI,455,72,No,No,0.58,3925,785,0,2015,2 -14,95460,0,0.02,4251097275,7101,No,High School or below,Female,Yes,Married,92,\N,2,5,42,Technology Related Job,465,IA,54,107,No,No,0.11,1838,919,0,2015,1 -14,95460,0,0.02,4251097275,7101,No,High School or below,Female,Yes,Married,92,\N,2,5,42,Technology Related Job,465,IA,54,107,No,No,0.11,2551,1275,0,2015,2 -17,150417,0.03,0.02,4251033548,7102,Yes,High School or below,Male,Yes,Single,62,\N,0,0,11,Technology Related Job,142,DE,154,142,No,No,0.64,5572,1114,0,2015,1 -17,150417,0.03,0.02,4251033548,7102,Yes,High School or below,Male,Yes,Single,62,\N,0,0,11,Technology Related Job,142,DE,154,142,No,No,0.64,2730,910,0,2015,2 -19,205375,0.07,0.01,4251012563,7103,Yes,High School or below,Male,Yes,Married,33,\N,1,2,80,Non-technology Related Job,318,WY,253,177,No,No,0.17,10112,777,1,2015,1 -19,205375,0.07,0.01,4251012563,7103,Yes,High School or below,Male,Yes,Married,33,\N,1,2,80,Non-technology Related Job,318,WY,253,177,No,No,0.17,2361,787,1,2015,2 -49,66275,0.05,0.02,4251077948,7104,Yes,High School or below,Female,No,Married,91,\N,2,7,99,Non-technology Related Job,490,AK,450,192,No,Yes,0.63,3259,543,0,2015,1 -49,66275,0.05,0.02,4251077948,7104,Yes,High School or below,Female,No,Married,91,\N,2,7,99,Non-technology Related Job,490,AK,450,192,No,Yes,0.63,3128,521,0,2015,2 -37,8361,0.05,0.02,4251086377,7105,Yes,High School or below,Male,No,Married,12,\N,1,1,90,Technology Related Job,354,GA,355,72,No,No,0.92,3049,762,0,2015,1 -37,8361,0.05,0.02,4251086377,7105,Yes,High School or below,Male,No,Married,12,\N,1,1,90,Technology Related Job,354,GA,355,72,No,No,0.92,4804,686,0,2015,2 -39,63319,0,0.02,4251068393,7106,Yes,High School or below,Female,Yes,Single,102,\N,2,4,60,Technology Related Job,30,AK,455,107,No,No,0.45,5501,916,0,2015,1 -39,63319,0,0.02,4251068393,7106,Yes,High School or below,Female,Yes,Single,102,\N,2,4,60,Technology Related Job,30,AK,455,107,No,No,0.45,5999,749,0,2015,2 -41,118276,0.04,0.02,4251069209,7107,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,3,6,29,Technology Related Job,207,VT,54,142,No,No,0.98,6074,1012,0,2015,1 -41,118276,0.04,0.02,4251069209,7107,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,3,6,29,Technology Related Job,207,VT,54,142,No,No,0.98,4104,513,0,2015,2 -43,173234,0.07,0.01,4251099773,7108,Yes,Bachelor or equivalent,Female,Yes,Single,44,\N,0,0,98,Non-technology Related Job,383,PA,153,177,No,No,0.51,2611,870,0,2015,1 -43,173234,0.07,0.01,4251099773,7108,Yes,Bachelor or equivalent,Female,Yes,Single,44,\N,0,0,98,Non-technology Related Job,383,PA,153,177,No,No,0.51,7796,866,0,2015,2 -74,34134,0.06,0.01,4251027502,7109,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,2,6,17,Non-technology Related Job,55,RI,350,192,No,No,0.96,2616,523,0,2015,1 -74,34134,0.06,0.01,4251027502,7109,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,2,6,17,Non-technology Related Job,55,RI,350,192,No,No,0.96,7477,830,0,2015,2 -74,34134,0.06,0.01,4251027502,7109,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,2,6,17,Non-technology Related Job,55,RI,350,192,No,No,0.96,273,273,0,2015,3 -61,226220,0.05,0.02,4251088649,7110,Yes,Master or equivalent,Female,Yes,Single,22,\N,0,0,8,Technology Related Job,419,WA,256,72,No,Yes,0.25,2154,1077,0,2015,1 -61,226220,0.05,0.02,4251088649,7110,Yes,Master or equivalent,Female,Yes,Single,22,\N,0,0,8,Technology Related Job,419,WA,256,72,No,Yes,0.25,2280,760,0,2015,2 -63,31177,0.01,0.02,4251029035,7111,Yes,PhD or equivalent,Male,No,Married,113,\N,1,2,77,Technology Related Job,96,SC,355,107,No,No,0.78,2626,525,0,2015,1 -63,31177,0.01,0.02,4251029035,7111,Yes,PhD or equivalent,Male,No,Married,113,\N,1,2,77,Technology Related Job,96,SC,355,107,No,No,0.78,2107,526,0,2015,2 -66,86135,0.04,0.01,4251013535,7112,Yes,High School or below,Male,Yes,Single,84,\N,2,4,47,Non-technology Related Job,272,NY,455,142,No,No,0.31,4498,1124,0,2015,1 -66,86135,0.04,0.01,4251013535,7112,Yes,High School or below,Male,Yes,Single,84,\N,2,4,47,Non-technology Related Job,272,NY,455,142,No,No,0.31,2369,592,0,2015,2 -28,197035,0.03,0.02,4251069508,7113,Yes,High School or below,Female,Yes,Single,22,\N,0,2,65,Non-technology Related Job,444,ND,152,157,No,No,0.77,2304,576,0,2015,1 -28,197035,0.03,0.02,4251069508,7113,Yes,High School or below,Female,Yes,Single,22,\N,0,2,65,Non-technology Related Job,444,ND,152,157,No,No,0.77,6546,727,0,2015,2 -30,1993,0.06,0.01,4251022059,7114,Yes,High School or below,Male,Yes,Married,113,\N,1,4,35,Non-technology Related Job,120,NE,251,192,No,No,0.3,441,220,0,2015,1 -30,1993,0.06,0.01,4251022059,7114,Yes,High School or below,Male,Yes,Married,113,\N,1,4,35,Non-technology Related Job,120,NE,251,192,No,No,0.3,1227,613,0,2015,2 -18,194079,0.06,0.02,4251100360,7115,Yes,High School or below,Female,Yes,Married,33,\N,3,6,26,Technology Related Job,484,ND,157,72,No,No,0.58,4359,871,0,2015,1 -18,194079,0.06,0.02,4251100360,7115,Yes,High School or below,Female,Yes,Married,33,\N,3,6,26,Technology Related Job,484,ND,157,72,No,No,0.58,619,619,0,2015,2 -18,194079,0.06,0.02,4251100360,7115,Yes,High School or below,Female,Yes,Married,33,\N,3,6,26,Technology Related Job,484,ND,157,72,No,No,0.58,1250,1250,0,2015,3 -20,249036,0.01,0.02,4251028163,7116,Yes,High School or below,Female,Yes,Single,4,\N,1,0,95,Technology Related Job,161,NE,256,107,No,No,0.11,5181,740,0,2015,1 -20,249036,0.01,0.02,4251028163,7116,Yes,High School or below,Female,Yes,Single,4,\N,1,0,95,Technology Related Job,161,NE,256,107,No,No,0.11,2766,922,0,2015,2 -50,109937,0.07,0.02,4251014905,7117,Yes,High School or below,Male,No,Single,62,\N,2,6,14,Non-technology Related Job,333,NH,453,122,No,No,0.57,5527,690,0,2015,1 -50,109937,0.07,0.02,4251014905,7117,Yes,High School or below,Male,No,Single,62,\N,2,6,14,Non-technology Related Job,333,NH,453,122,No,No,0.57,762,381,0,2015,2 -50,109937,0.07,0.02,4251014905,7117,Yes,High School or below,Male,No,Single,62,\N,2,6,14,Non-technology Related Job,333,NH,453,122,No,No,0.57,931,931,0,2015,3 -53,164894,0.03,0.02,4251090277,7118,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,3,0,83,Non-technology Related Job,9,MA,52,157,Yes,No,0.1,2402,600,0,2015,2 -55,219851,0.07,0.01,4251058154,7119,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,2,53,Others,186,IN,152,192,No,No,0.63,4903,817,0,2015,1 -55,219851,0.07,0.01,4251058154,7119,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,2,53,Others,186,IN,152,192,No,No,0.63,922,922,0,2015,2 -42,161937,0.06,0.02,4251065842,7120,Yes,Master or equivalent,Male,Yes,Single,44,\N,3,4,44,Technology Related Job,50,MI,57,72,No,No,0.92,4599,766,0,2015,1 -42,161937,0.06,0.02,4251065842,7120,Yes,Master or equivalent,Male,Yes,Single,44,\N,3,4,44,Technology Related Job,50,MI,57,72,No,No,0.92,2941,980,0,2015,2 -44,216895,0.02,0.02,4251040682,7121,Yes,Master or equivalent,Female,Yes,Married,15,\N,0,6,13,Technology Related Job,226,IN,157,107,No,Yes,0.45,2664,666,0,2015,1 -44,216895,0.02,0.02,4251040682,7121,Yes,Master or equivalent,Female,Yes,Married,15,\N,0,6,13,Technology Related Job,226,IN,157,107,No,Yes,0.45,195,195,0,2015,2 -75,77795,0,0.02,4251027878,7122,Yes,PhD or equivalent,Male,Yes,Married,73,\N,1,4,32,Non-technology Related Job,398,KS,354,122,No,No,0.9,3670,734,0,2015,1 -75,77795,0,0.02,4251027878,7122,Yes,PhD or equivalent,Male,Yes,Married,73,\N,1,4,32,Non-technology Related Job,398,KS,354,122,No,No,0.9,747,747,0,2015,2 -77,132753,0.04,0.02,4251068544,7123,Yes,High School or below,Male,No,Single,43,\N,3,6,1,Non-technology Related Job,74,FL,453,157,No,No,0.44,2937,489,0,2015,1 -77,132753,0.04,0.02,4251068544,7123,Yes,High School or below,Male,No,Single,43,\N,3,6,1,Non-technology Related Job,74,FL,453,157,No,No,0.44,6330,633,0,2015,2 -79,187710,0.07,0.01,4251085058,7124,Yes,High School or below,Male,Yes,Single,14,\N,0,0,70,Others,251,AL,52,192,No,No,0.97,5621,803,0,2015,1 -79,187710,0.07,0.01,4251085058,7124,Yes,High School or below,Male,Yes,Single,14,\N,0,0,70,Others,251,AL,52,192,No,No,0.97,1142,571,0,2015,2 -67,129796,0.07,0.02,4251036915,7125,Yes,High School or below,Female,Yes,Single,55,\N,2,2,62,Technology Related Job,115,FL,458,72,No,No,0.25,7381,738,0,2015,1 -67,129796,0.07,0.02,4251036915,7125,Yes,High School or below,Female,Yes,Single,55,\N,2,2,62,Technology Related Job,115,FL,458,72,No,No,0.25,2118,1059,0,2015,2 -29,240697,0.05,0.03,4251015928,7126,Yes,High School or below,Male,Yes,Married,113,\N,0,0,80,Non-technology Related Job,287,HI,155,87,No,Yes,0.71,702,234,0,2015,1 -29,240697,0.05,0.03,4251015928,7126,Yes,High School or below,Male,Yes,Married,113,\N,0,0,80,Non-technology Related Job,287,HI,155,87,No,Yes,0.71,2944,736,0,2015,2 -29,240697,0.05,0.03,4251015928,7126,Yes,High School or below,Male,Yes,Married,113,\N,0,0,80,Non-technology Related Job,287,HI,155,87,No,Yes,0.71,1050,1050,0,2015,3 -31,45654,0,0.02,4251028469,7127,Yes,High School or below,Female,Yes,Married,83,\N,1,2,50,Non-technology Related Job,463,AR,254,122,No,No,0.24,3112,444,0,2015,1 -31,45654,0,0.02,4251028469,7127,Yes,High School or below,Female,Yes,Married,83,\N,1,2,50,Non-technology Related Job,463,AR,254,122,No,No,0.24,4775,955,0,2015,2 -34,100611,0.04,0.02,4251064698,7128,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,2,4,19,Non-technology Related Job,140,VA,354,157,No,No,0.77,2898,966,0,2015,1 -34,100611,0.04,0.02,4251064698,7128,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,2,4,19,Non-technology Related Job,140,VA,354,157,No,No,0.77,3088,441,0,2015,2 -36,155569,0,0.01,4251094997,7129,Yes,Bachelor or equivalent,Male,No,Married,25,\N,3,6,88,Others,316,RI,453,192,No,No,0.3,3149,524,0,2015,1 -36,155569,0,0.01,4251094997,7129,Yes,Bachelor or equivalent,Male,No,Married,25,\N,3,6,88,Others,316,RI,453,192,No,No,0.3,6460,646,0,2015,2 -52,153598,0.02,0.03,4251044673,7130,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,2,4,29,Non-technology Related Job,176,CO,456,52,No,No,0.51,1707,341,0,2015,1 -52,153598,0.02,0.03,4251044673,7130,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,2,4,29,Non-technology Related Job,176,CO,456,52,No,No,0.51,5437,1087,0,2015,2 -54,208555,0.05,0.03,4251081587,7131,Yes,Master or equivalent,Male,Yes,Married,3,\N,3,6,98,Non-technology Related Job,352,WV,55,87,No,No,0.04,3159,789,0,2015,1 -54,208555,0.05,0.03,4251081587,7131,Yes,Master or equivalent,Male,Yes,Married,3,\N,3,6,98,Non-technology Related Job,352,WV,55,87,No,No,0.04,4129,688,0,2015,2 -54,208555,0.05,0.03,4251081587,7131,Yes,Master or equivalent,Male,Yes,Married,3,\N,3,6,98,Non-technology Related Job,352,WV,55,87,No,No,0.04,576,576,0,2015,3 -56,13513,0.01,0.02,4251023023,7132,Yes,Master or equivalent,Male,Yes,Single,94,\N,0,0,67,Non-technology Related Job,28,SD,155,122,No,No,0.57,3282,547,0,2015,1 -56,13513,0.01,0.02,4251023023,7132,Yes,Master or equivalent,Male,Yes,Single,94,\N,0,0,67,Non-technology Related Job,28,SD,155,122,No,No,0.57,2842,568,0,2015,2 -58,68470,0.05,0.02,4251081327,7133,Yes,PhD or equivalent,Female,Yes,Married,65,\N,2,2,37,Non-technology Related Job,205,ND,254,157,No,No,0.1,3677,919,0,2015,1 -58,68470,0.05,0.02,4251081327,7133,Yes,PhD or equivalent,Female,Yes,Married,65,\N,2,2,37,Non-technology Related Job,205,ND,254,157,No,No,0.1,1101,550,0,2015,2 -74,66499,0.07,0.03,4251063964,7134,Yes,High School or below,Male,No,Single,72,\N,0,0,77,Non-technology Related Job,65,WY,257,17,No,No,0.31,1535,767,0,2015,1 -74,66499,0.07,0.03,4251063964,7134,Yes,High School or below,Male,No,Single,72,\N,0,0,77,Non-technology Related Job,65,WY,257,17,No,No,0.31,5616,702,0,2015,2 -74,66499,0.07,0.03,4251063964,7134,Yes,High School or below,Male,No,Single,72,\N,0,0,77,Non-technology Related Job,65,WY,257,17,No,No,0.31,867,867,0,2015,3 -76,121457,0.02,0.03,4251057305,7135,Yes,High School or below,Female,Yes,Married,43,\N,1,2,47,Non-technology Related Job,241,TX,357,52,No,No,0.85,3720,744,0,2015,1 -76,121457,0.02,0.03,4251057305,7135,Yes,High School or below,Female,Yes,Married,43,\N,1,2,47,Non-technology Related Job,241,TX,357,52,No,No,0.85,1069,534,0,2015,2 -78,176414,0.06,0.03,4251016219,7136,Yes,High School or below,Female,Yes,Single,14,\N,2,4,16,Non-technology Related Job,417,OK,456,87,No,No,0.38,5973,853,0,2015,1 -78,176414,0.06,0.03,4251016219,7136,Yes,High School or below,Female,Yes,Single,14,\N,2,4,16,Non-technology Related Job,417,OK,456,87,No,No,0.38,4398,549,0,2015,2 -12,231371,0.01,0.02,4251069112,7137,Yes,High School or below,Female,Yes,Married,105,\N,0,6,85,Non-technology Related Job,94,NV,55,122,No,Yes,0.91,2082,520,0,2015,1 -12,231371,0.01,0.02,4251069112,7137,Yes,High School or below,Female,Yes,Married,105,\N,0,6,85,Non-technology Related Job,94,NV,55,122,No,Yes,0.91,3954,790,0,2015,2 -28,229400,0.03,0,4251023047,7138,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,2,4,26,Non-technology Related Job,454,VT,59,232,No,No,0.12,3291,658,0,2015,1 -28,229400,0.03,0,4251023047,7138,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,2,4,26,Non-technology Related Job,454,VT,59,232,No,No,0.12,1784,594,0,2015,2 -31,34358,0.07,0.03,4251014768,7139,Yes,Bachelor or equivalent,Female,Yes,Married,83,\N,3,6,95,Non-technology Related Job,130,PA,158,17,No,No,0.65,2776,555,0,2015,1 -31,34358,0.07,0.03,4251014768,7139,Yes,Bachelor or equivalent,Female,Yes,Married,83,\N,3,6,95,Non-technology Related Job,130,PA,158,17,No,No,0.65,4467,893,0,2015,2 -33,89315,0.03,0.03,4251087473,7140,Yes,Bachelor or equivalent,Male,No,Single,54,\N,1,0,64,Non-technology Related Job,306,NJ,257,52,No,No,0.18,5001,714,0,2015,1 -33,89315,0.03,0.03,4251087473,7140,Yes,Bachelor or equivalent,Male,No,Single,54,\N,1,0,64,Non-technology Related Job,306,NJ,257,52,No,No,0.18,4147,829,0,2015,2 -35,144273,0.06,0.03,4251033552,7141,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,2,2,34,Non-technology Related Job,482,MN,357,87,No,No,0.71,6999,777,0,2015,1 -35,144273,0.06,0.03,4251033552,7141,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,2,2,34,Non-technology Related Job,482,MN,357,87,No,No,0.71,2051,512,0,2015,2 -37,199230,0.02,0.02,4251087941,7142,Yes,Master or equivalent,Female,Yes,Single,116,\N,3,4,3,Non-technology Related Job,159,KS,456,122,No,No,0.24,5612,935,0,2015,1 -37,199230,0.02,0.02,4251087941,7142,Yes,Master or equivalent,Female,Yes,Single,116,\N,3,4,3,Non-technology Related Job,159,KS,456,122,No,No,0.24,4656,665,0,2015,2 -53,197259,0.04,0,4251086292,7143,Yes,High School or below,Male,Yes,Married,3,\N,2,2,44,Non-technology Related Job,19,NY,459,232,No,No,0.45,3610,722,0,2015,1 -53,197259,0.04,0,4251086292,7143,Yes,High School or below,Male,Yes,Married,3,\N,2,2,44,Non-technology Related Job,19,NY,459,232,No,No,0.45,2118,529,0,2015,2 -55,2217,0,0.03,4251024852,7144,Yes,High School or below,Female,Yes,Single,94,\N,3,4,13,Non-technology Related Job,195,MO,59,17,No,No,0.98,4384,876,0,2015,1 -55,2217,0,0.03,4251024852,7144,Yes,High School or below,Female,Yes,Single,94,\N,3,4,13,Non-technology Related Job,195,MO,59,17,No,No,0.98,7292,911,0,2015,2 -57,57174,0.03,0.03,4251099319,7145,Yes,High School or below,Female,Yes,Married,65,\N,0,6,82,Non-technology Related Job,371,LA,158,52,No,No,0.51,4321,720,0,2015,1 -57,57174,0.03,0.03,4251099319,7145,Yes,High School or below,Female,Yes,Married,65,\N,0,6,82,Non-technology Related Job,371,LA,158,52,No,No,0.51,3471,694,0,2015,2 -59,112131,0.07,0.02,4251024502,7146,Yes,High School or below,Male,No,Single,36,\N,1,0,52,Non-technology Related Job,48,GA,257,87,No,No,0.04,6652,739,0,2015,1 -59,112131,0.07,0.02,4251024502,7146,Yes,High School or below,Male,No,Single,36,\N,1,0,52,Non-technology Related Job,48,GA,257,87,No,No,0.04,1031,515,0,2015,2 -75,110160,0.01,0,4251036901,7147,Yes,High School or below,Female,No,Married,43,\N,0,6,92,Technology Related Job,408,NE,261,197,No,No,0.26,4305,861,0,2015,1 -75,110160,0.01,0,4251036901,7147,Yes,High School or below,Female,No,Married,43,\N,0,6,92,Technology Related Job,408,NE,261,197,No,No,0.26,1965,491,0,2015,2 -77,165118,0.05,0,4251090549,7148,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,0,61,Non-technology Related Job,84,MD,360,232,No,Yes,0.79,4850,538,0,2015,1 -77,165118,0.05,0,4251090549,7148,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,0,61,Non-technology Related Job,84,MD,360,232,No,Yes,0.79,4730,591,0,2015,2 -12,220075,0,0.03,4251046355,7149,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,2,31,Non-technology Related Job,260,ID,459,17,Yes,No,0.32,729,364,1,2015,1 -12,220075,0,0.03,4251046355,7149,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,2,31,Non-technology Related Job,260,ID,459,17,Yes,No,0.32,4628,1157,1,2015,2 -14,25033,0.04,0.03,4251064529,7150,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,0,4,0,Non-technology Related Job,436,CA,59,52,No,No,0.85,2976,992,1,2015,1 -14,25033,0.04,0.03,4251064529,7150,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,0,4,0,Non-technology Related Job,436,CA,59,52,No,No,0.85,3645,911,1,2015,2 -14,25033,0.04,0.03,4251064529,7150,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,0,4,0,Non-technology Related Job,436,CA,59,52,No,No,0.85,403,403,1,2015,3 -44,135933,0.02,0.03,4251085383,7151,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,1,2,19,Others,109,CT,256,67,No,No,0.3,4273,712,0,2015,1 -44,135933,0.02,0.03,4251085383,7151,Yes,Bachelor or equivalent,Female,Yes,Single,14,\N,1,2,19,Others,109,CT,256,67,No,No,0.3,2082,520,0,2015,2 -32,78019,0.01,0,4251043091,7152,Yes,Master or equivalent,Male,Yes,Single,54,\N,3,4,10,Non-technology Related Job,473,IA,161,197,No,No,0.59,1778,444,0,2015,1 -32,78019,0.01,0,4251043091,7152,Yes,Master or equivalent,Male,Yes,Single,54,\N,3,4,10,Non-technology Related Job,473,IA,161,197,No,No,0.59,3865,966,0,2015,2 -34,132977,0.05,0,4251036042,7153,Yes,PhD or equivalent,Female,Yes,Married,25,\N,1,6,79,Non-technology Related Job,149,CT,261,232,No,No,0.12,3023,431,0,2015,1 -34,132977,0.05,0,4251036042,7153,Yes,PhD or equivalent,Female,Yes,Married,25,\N,1,6,79,Non-technology Related Job,149,CT,261,232,No,No,0.12,6554,936,0,2015,2 -36,187934,0.01,0.03,4251065756,7154,Yes,High School or below,Female,Yes,Single,116,\N,2,0,49,Non-technology Related Job,325,WY,360,17,No,No,0.65,4727,675,0,2015,1 -36,187934,0.01,0.03,4251065756,7154,Yes,High School or below,Female,Yes,Single,116,\N,2,0,49,Non-technology Related Job,325,WY,360,17,No,No,0.65,4767,794,0,2015,2 -66,48834,0.07,0,4251079200,7155,Yes,High School or below,Male,Yes,Single,53,\N,3,6,67,Others,498,AK,57,32,No,No,0.11,2655,663,0,2015,1 -66,48834,0.07,0,4251079200,7155,Yes,High School or below,Male,Yes,Single,53,\N,3,6,67,Others,498,AK,57,32,No,No,0.11,1630,815,0,2015,2 -69,103792,0.02,0.03,4251079464,7156,Yes,High School or below,Female,Yes,Married,24,\N,0,0,36,Others,174,UT,156,67,No,No,0.64,5090,727,0,2015,1 -69,103792,0.02,0.03,4251079464,7156,Yes,High School or below,Female,Yes,Married,24,\N,0,0,36,Others,174,UT,156,67,No,No,0.64,4012,802,0,2015,2 -69,103792,0.02,0.03,4251079464,7156,Yes,High School or below,Female,Yes,Married,24,\N,0,0,36,Others,174,UT,156,67,No,No,0.64,571,571,0,2015,3 -56,45878,0.02,0,4251014442,7157,Yes,High School or below,Male,No,Married,65,\N,3,2,28,Non-technology Related Job,38,AK,62,197,No,No,0.92,5172,1034,0,2015,1 -56,45878,0.02,0,4251014442,7157,Yes,High School or below,Male,No,Married,65,\N,3,2,28,Non-technology Related Job,38,AK,62,197,No,No,0.92,1193,298,0,2015,2 -56,45878,0.02,0,4251014442,7157,Yes,High School or below,Male,No,Married,65,\N,3,2,28,Non-technology Related Job,38,AK,62,197,No,No,0.92,924,924,0,2015,3 -58,100835,0.06,0,4251073217,7158,No,High School or below,Male,Yes,Married,36,\N,0,4,97,Non-technology Related Job,214,VT,161,232,No,No,0.45,8584,858,0,2015,1 -58,100835,0.06,0,4251073217,7158,No,High School or below,Male,Yes,Married,36,\N,0,4,97,Non-technology Related Job,214,VT,161,232,No,No,0.45,3161,632,0,2015,2 -21,211736,0.04,0,4251009946,7159,Yes,Bachelor or equivalent,Female,Yes,Single,93,\N,1,2,16,Others,387,VA,358,247,No,No,0.91,1846,923,0,2015,1 -21,211736,0.04,0,4251009946,7159,Yes,Bachelor or equivalent,Female,Yes,Single,93,\N,1,2,16,Others,387,VA,358,247,No,No,0.91,5391,673,0,2015,2 -23,16693,0.07,0,4251028929,7160,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,3,4,85,Others,63,RI,457,32,No,No,0.44,5007,625,1,2015,1 -23,16693,0.07,0,4251028929,7160,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,3,4,85,Others,63,RI,457,32,No,No,0.44,2520,840,1,2015,2 -23,16693,0.07,0,4251028929,7160,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,3,4,85,Others,63,RI,457,32,No,No,0.44,1260,1260,1,2015,3 -25,71651,0.03,0.03,4251065351,7161,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,0,6,54,Others,239,NY,57,67,No,No,0.97,5560,794,0,2015,1 -25,71651,0.03,0.03,4251065351,7161,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,0,6,54,Others,239,NY,57,67,No,No,0.97,3551,887,0,2015,2 -13,13737,0.02,0,4251029347,7162,Yes,Master or equivalent,Female,Yes,Married,75,\N,2,0,46,Non-technology Related Job,103,RI,463,197,No,Yes,0.26,3186,637,0,2015,1 -13,13737,0.02,0,4251029347,7162,Yes,Master or equivalent,Female,Yes,Married,75,\N,2,0,46,Non-technology Related Job,103,RI,463,197,No,Yes,0.26,6304,788,0,2015,2 -43,124637,0.01,0,4251095866,7163,Yes,Master or equivalent,Male,No,Single,13,\N,3,6,64,Non-technology Related Job,275,SD,159,212,No,No,0.71,6249,892,0,2015,1 -43,124637,0.01,0,4251095866,7163,Yes,Master or equivalent,Male,No,Single,13,\N,3,6,64,Non-technology Related Job,275,SD,159,212,No,No,0.71,3602,720,0,2015,2 -45,179595,0.04,0,4251045118,7164,Yes,PhD or equivalent,Female,Yes,Single,104,\N,1,0,33,Others,452,ND,259,247,No,Yes,0.25,3793,1264,0,2015,1 -45,179595,0.04,0,4251045118,7164,Yes,PhD or equivalent,Female,Yes,Single,104,\N,1,0,33,Others,452,ND,259,247,No,Yes,0.25,3351,1117,0,2015,2 -48,234552,0,0,4251024810,7165,Yes,High School or below,Female,Yes,Married,75,\N,2,2,3,Others,128,MT,358,32,No,No,0.78,3282,1094,0,2015,1 -48,234552,0,0,4251024810,7165,Yes,High School or below,Female,Yes,Married,75,\N,2,2,3,Others,128,MT,358,32,No,No,0.78,4521,645,0,2015,2 -50,39509,0.03,0.03,4251055205,7166,Yes,High School or below,Female,Yes,Single,46,\N,3,4,72,Others,304,ME,457,67,No,No,0.31,1287,643,1,2015,1 -50,39509,0.03,0.03,4251055205,7166,Yes,High School or below,Female,Yes,Single,46,\N,3,4,72,Others,304,ME,457,67,No,No,0.31,4899,489,1,2015,2 -66,37538,0.06,0.01,4251022439,7167,Yes,High School or below,Female,Yes,Married,53,\N,2,2,13,Non-technology Related Job,164,OK,461,177,Yes,No,0.52,5656,707,0,2015,1 -66,37538,0.06,0.01,4251022439,7167,Yes,High School or below,Female,Yes,Married,53,\N,2,2,13,Non-technology Related Job,164,OK,461,177,Yes,No,0.52,3868,773,0,2015,2 -68,92496,0.01,0,4251040066,7168,Yes,High School or below,Female,Yes,Single,24,\N,3,4,82,Non-technology Related Job,341,NV,60,212,No,No,0.05,2461,615,0,2015,1 -68,92496,0.01,0,4251040066,7168,Yes,High School or below,Female,Yes,Single,24,\N,3,4,82,Non-technology Related Job,341,NV,60,212,No,No,0.05,2233,558,0,2015,2 -70,147453,0.05,0,4251017590,7169,Yes,High School or below,Male,No,Married,115,\N,0,6,51,Others,17,MA,159,247,No,No,0.58,2207,735,0,2015,1 -70,147453,0.05,0,4251017590,7169,Yes,High School or below,Male,No,Married,115,\N,0,6,51,Others,17,MA,159,247,No,No,0.58,1598,399,0,2015,2 -18,145482,0.07,0.02,4251048265,7170,Yes,Bachelor or equivalent,Female,No,Single,2,\N,3,3,92,Non-technology Related Job,377,PA,163,107,No,No,0.79,6565,596,0,2015,1 -18,145482,0.07,0.02,4251048265,7170,Yes,Bachelor or equivalent,Female,No,Single,2,\N,3,3,92,Non-technology Related Job,377,PA,163,107,No,No,0.79,3524,704,0,2015,2 -20,200440,0.02,0.01,4251048458,7171,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,0,6,61,Non-technology Related Job,53,NM,262,142,No,No,0.32,3184,454,0,2015,1 -20,200440,0.02,0.01,4251048458,7171,Yes,Bachelor or equivalent,Male,Yes,Married,93,\N,0,6,61,Non-technology Related Job,53,NM,262,142,No,No,0.32,2761,920,0,2015,2 -22,5397,0.06,0.01,4251056033,7172,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,1,0,30,Non-technology Related Job,229,MN,361,177,No,No,0.85,7297,1042,0,2015,1 -22,5397,0.06,0.01,4251056033,7172,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,1,0,30,Non-technology Related Job,229,MN,361,177,No,No,0.85,3311,1103,0,2015,2 -24,60355,0.02,0,4251074682,7173,Yes,Master or equivalent,Female,Yes,Married,35,\N,2,2,0,Non-technology Related Job,406,KS,461,212,No,No,0.38,2393,598,0,2015,1 -24,60355,0.02,0,4251074682,7173,Yes,Master or equivalent,Female,Yes,Married,35,\N,2,2,0,Non-technology Related Job,406,KS,461,212,No,No,0.38,2736,684,0,2015,2 -40,58384,0.04,0.02,4251088152,7174,Yes,High School or below,Male,No,Single,42,\N,1,7,40,Non-technology Related Job,266,NC,464,72,No,No,0.59,4673,934,0,2015,1 -40,58384,0.04,0.02,4251088152,7174,Yes,High School or below,Male,No,Single,42,\N,1,7,40,Non-technology Related Job,266,NC,464,72,No,No,0.59,6015,859,0,2015,2 -42,113341,0.07,0.02,4251036356,7175,Yes,High School or below,Female,Yes,Married,13,\N,2,2,10,Non-technology Related Job,442,MO,63,107,No,Yes,0.12,2562,854,0,2015,1 -42,113341,0.07,0.02,4251036356,7175,Yes,High School or below,Female,Yes,Married,13,\N,2,2,10,Non-technology Related Job,442,MO,63,107,No,Yes,0.12,4763,952,0,2015,2 -42,113341,0.07,0.02,4251036356,7175,Yes,High School or below,Female,Yes,Married,13,\N,2,2,10,Non-technology Related Job,442,MO,63,107,No,Yes,0.12,99,99,0,2015,3 -44,168298,0.03,0.01,4251073946,7176,Yes,High School or below,Female,No,Single,104,\N,3,4,79,Non-technology Related Job,118,LA,163,142,No,No,0.66,3831,638,0,2015,1 -44,168298,0.03,0.01,4251073946,7176,Yes,High School or below,Female,No,Single,104,\N,3,4,79,Non-technology Related Job,118,LA,163,142,No,No,0.66,6096,677,0,2015,2 -47,223256,0.07,0.01,4251044114,7177,Yes,High School or below,Male,Yes,Married,75,\N,1,6,48,Non-technology Related Job,295,HI,262,177,No,No,0.19,3008,752,0,2015,1 -47,223256,0.07,0.01,4251044114,7177,Yes,High School or below,Male,Yes,Married,75,\N,1,6,48,Non-technology Related Job,295,HI,262,177,No,No,0.19,8108,900,0,2015,2 -77,84156,0.05,0.01,4251057875,7178,Yes,High School or below,Female,Yes,Married,13,\N,2,4,67,Others,467,ID,459,192,No,No,0.64,5301,662,0,2015,1 -77,84156,0.05,0.01,4251057875,7178,Yes,High School or below,Female,Yes,Married,13,\N,2,4,67,Others,467,ID,459,192,No,No,0.64,2950,590,0,2015,2 -65,26242,0.04,0.02,4251031441,7179,Yes,Bachelor or equivalent,Male,Yes,Married,53,\N,0,6,58,Non-technology Related Job,331,MD,365,72,No,No,0.93,1091,545,0,2015,1 -65,26242,0.04,0.02,4251031441,7179,Yes,Bachelor or equivalent,Male,Yes,Married,53,\N,0,6,58,Non-technology Related Job,331,MD,365,72,No,No,0.93,5247,1049,0,2015,2 -67,81200,0,0.01,4251054222,7180,Yes,Bachelor or equivalent,Male,No,Single,24,\N,2,0,28,Non-technology Related Job,7,IL,464,107,No,No,0.46,5019,717,0,2015,1 -67,81200,0,0.01,4251054222,7180,Yes,Bachelor or equivalent,Male,No,Single,24,\N,2,0,28,Non-technology Related Job,7,IL,464,107,No,No,0.46,3064,612,0,2015,2 -67,81200,0,0.01,4251054222,7180,Yes,Bachelor or equivalent,Male,No,Single,24,\N,2,0,28,Non-technology Related Job,7,IL,464,107,No,No,0.46,520,520,0,2015,3 -69,136157,0.03,0.01,4251021450,7181,Yes,Bachelor or equivalent,Male,Yes,Married,115,\N,3,2,97,Non-technology Related Job,183,CA,63,142,No,No,0.99,2427,485,0,2015,1 -69,136157,0.03,0.01,4251021450,7181,Yes,Bachelor or equivalent,Male,Yes,Married,115,\N,3,2,97,Non-technology Related Job,183,CA,63,142,No,No,0.99,2511,627,0,2015,2 -31,247058,0.02,0.01,4251023577,7182,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,0,0,15,Others,356,CT,260,157,No,No,0.45,2971,594,1,2015,1 -31,247058,0.02,0.01,4251023577,7182,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,0,0,15,Others,356,CT,260,157,No,No,0.45,4357,726,1,2015,2 -34,52015,0.05,0.01,4251076682,7183,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,1,2,85,Others,32,WY,360,192,No,No,0.98,3101,775,0,2015,1 -34,52015,0.05,0.01,4251076682,7183,Yes,Bachelor or equivalent,Male,Yes,Single,24,\N,1,2,85,Others,32,WY,360,192,No,No,0.98,3374,674,0,2015,2 -21,244101,0.05,0.02,4251058331,7184,Yes,PhD or equivalent,Female,Yes,Single,64,\N,0,4,76,Non-technology Related Job,396,CT,265,72,No,No,0.26,3598,899,0,2015,1 -21,244101,0.05,0.02,4251058331,7184,Yes,PhD or equivalent,Female,Yes,Single,64,\N,0,4,76,Non-technology Related Job,396,CT,265,72,No,No,0.26,7229,903,0,2015,2 -23,49058,0,0.01,4251097376,7185,Yes,High School or below,Female,Yes,Married,35,\N,1,6,45,Non-technology Related Job,72,WY,365,107,No,No,0.79,4869,695,0,2015,1 -23,49058,0,0.01,4251097376,7185,Yes,High School or below,Female,Yes,Married,35,\N,1,6,45,Non-technology Related Job,72,WY,365,107,No,No,0.79,1512,756,0,2015,2 -54,159959,0.07,0.02,4251091624,7186,Yes,High School or below,Male,No,Married,93,\N,2,4,64,Others,245,AK,62,122,No,No,0.25,2860,715,0,2015,1 -54,159959,0.07,0.02,4251091624,7186,Yes,High School or below,Male,No,Married,93,\N,2,4,64,Others,245,AK,62,122,No,No,0.25,3464,577,0,2015,2 -56,214916,0.02,0.01,4251037601,7187,Yes,High School or below,Female,Yes,Single,63,\N,3,6,33,Others,421,UT,161,157,No,No,0.78,3398,1132,0,2015,1 -56,214916,0.02,0.01,4251037601,7187,Yes,High School or below,Female,Yes,Single,63,\N,3,6,33,Others,421,UT,161,157,No,No,0.78,6166,880,0,2015,2 -58,19874,0.06,0.01,4251065327,7188,Yes,High School or below,Female,Yes,Married,34,\N,1,0,3,Others,97,OR,260,191,No,No,0.31,4534,906,0,2015,1 -58,19874,0.06,0.01,4251065327,7188,Yes,High School or below,Female,Yes,Married,34,\N,1,0,3,Others,97,OR,260,191,No,No,0.31,5869,733,0,2015,2 -46,211960,0.05,0.02,4251086170,7189,Yes,High School or below,Male,Yes,Married,75,\N,3,2,94,Non-technology Related Job,461,VT,166,71,No,Yes,0.6,2810,936,0,2015,1 -46,211960,0.05,0.02,4251086170,7189,Yes,High School or below,Male,Yes,Married,75,\N,3,2,94,Non-technology Related Job,461,VT,166,71,No,Yes,0.6,2012,670,0,2015,2 -46,211960,0.05,0.02,4251086170,7189,Yes,High School or below,Male,Yes,Married,75,\N,3,2,94,Non-technology Related Job,461,VT,166,71,No,Yes,0.6,592,592,0,2015,3 -48,16917,0.01,0.01,4251096512,7190,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,0,4,63,Non-technology Related Job,137,OR,265,106,No,No,0.13,6279,897,0,2015,1 -48,16917,0.01,0.01,4251096512,7190,Yes,Bachelor or equivalent,Female,Yes,Single,46,\N,0,4,63,Non-technology Related Job,137,OR,265,106,No,No,0.13,3765,753,0,2015,2 -78,127818,0.07,0.02,4251099026,7191,Yes,Bachelor or equivalent,Male,Yes,Single,103,\N,2,2,82,Others,310,RI,462,121,No,Yes,0.58,4272,854,0,2015,1 -78,127818,0.07,0.02,4251099026,7191,Yes,Bachelor or equivalent,Male,Yes,Single,103,\N,2,2,82,Others,310,RI,462,121,No,Yes,0.58,4185,697,0,2015,2 -12,182775,0.03,0.01,4251091208,7192,Yes,Bachelor or equivalent,Male,No,Married,74,\N,3,4,51,Others,486,NY,61,156,No,No,0.11,7572,946,0,2015,1 -12,182775,0.03,0.01,4251091208,7192,Yes,Bachelor or equivalent,Male,No,Married,74,\N,3,4,51,Others,486,NY,61,156,No,No,0.11,3050,762,0,2015,2 -15,237732,0.06,0.01,4251014270,7193,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,0,6,20,Others,162,MS,161,191,No,No,0.64,1326,663,0,2015,1 -15,237732,0.06,0.01,4251014270,7193,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,0,6,20,Others,162,MS,161,191,No,No,0.64,8824,882,0,2015,2 -15,237732,0.06,0.01,4251014270,7193,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,0,6,20,Others,162,MS,161,191,No,No,0.64,1154,1154,0,2015,3 -70,179818,0.06,0.02,4251025843,7194,Yes,Master or equivalent,Female,Yes,Married,85,\N,3,0,12,Non-technology Related Job,26,NY,66,71,No,No,0.93,3089,617,0,2015,1 -70,179818,0.06,0.02,4251025843,7194,Yes,Master or equivalent,Female,Yes,Married,85,\N,3,0,12,Non-technology Related Job,26,NY,66,71,No,No,0.93,5153,1030,0,2015,2 -33,40719,0.04,0.02,4251076307,7195,Yes,PhD or equivalent,Male,Yes,Single,23,\N,0,6,30,Others,199,ND,263,86,No,No,0.39,2919,973,0,2015,1 -33,40719,0.04,0.02,4251076307,7195,Yes,PhD or equivalent,Male,Yes,Single,23,\N,0,6,30,Others,199,ND,263,86,No,No,0.39,2238,559,0,2015,2 -35,95676,0,0.02,4251033531,7196,Yes,High School or below,Female,Yes,Single,114,\N,1,0,0,Others,375,MT,363,121,No,No,0.92,2961,740,0,2015,1 -35,95676,0,0.02,4251033531,7196,Yes,High School or below,Female,Yes,Single,114,\N,1,0,0,Others,375,MT,363,121,No,No,0.92,2684,536,0,2015,2 -35,95676,0,0.02,4251033531,7196,Yes,High School or below,Female,Yes,Single,114,\N,1,0,0,Others,375,MT,363,121,No,No,0.92,260,260,0,2015,3 -37,150634,0.03,0.01,4251073776,7197,Yes,High School or below,Female,Yes,Married,85,\N,2,2,69,Others,51,ME,462,156,Yes,No,0.45,6795,849,0,2015,1 -37,150634,0.03,0.01,4251073776,7197,Yes,High School or below,Female,Yes,Married,85,\N,2,2,69,Others,51,ME,462,156,Yes,No,0.45,862,287,0,2015,2 -39,205591,0.07,0.01,4251099236,7198,No,High School or below,Male,No,Single,56,\N,0,4,38,Others,227,ID,61,191,No,No,0.98,5926,846,0,2015,1 -39,205591,0.07,0.01,4251099236,7198,No,High School or below,Male,No,Single,56,\N,0,4,38,Others,227,ID,61,191,No,No,0.98,1093,364,0,2015,2 -39,205591,0.07,0.01,4251099236,7198,No,High School or below,Male,No,Single,56,\N,0,4,38,Others,227,ID,61,191,No,No,0.98,945,945,0,2015,3 -55,203620,0.01,0.03,4251022445,7199,Yes,High School or below,Female,No,Single,63,\N,2,2,79,Others,88,NH,65,51,No,No,0.19,4155,692,0,2015,1 -55,203620,0.01,0.03,4251022445,7199,Yes,High School or below,Female,No,Single,63,\N,2,2,79,Others,88,NH,65,51,No,No,0.19,3475,695,0,2015,2 -57,8578,0.04,0.02,4251085995,7200,Yes,High School or below,Male,Yes,Single,34,\N,3,4,48,Others,264,MA,164,86,No,No,0.72,2268,567,1,2015,1 -57,8578,0.04,0.02,4251085995,7200,Yes,High School or below,Male,Yes,Single,34,\N,3,4,48,Others,264,MA,164,86,No,No,0.72,4951,707,1,2015,2 -59,63535,0,0.02,4251023331,7201,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,1,6,17,Others,440,IN,263,121,No,No,0.25,1803,601,0,2015,1 -59,63535,0,0.02,4251023331,7201,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,1,6,17,Others,440,IN,263,121,No,No,0.25,4430,1107,0,2015,2 -62,118492,0.04,0.01,4251068426,7202,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,2,0,87,Others,116,CO,363,156,No,Yes,0.78,3231,538,0,2015,1 -62,118492,0.04,0.01,4251068426,7202,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,2,0,87,Others,116,CO,363,156,No,Yes,0.78,4932,704,0,2015,2 -77,116521,0.06,0.03,4251085696,7203,Yes,Master or equivalent,Male,Yes,Married,103,\N,0,6,27,Non-technology Related Job,476,MN,366,16,No,No,0.99,2668,667,0,2015,1 -77,116521,0.06,0.03,4251085696,7203,Yes,Master or equivalent,Male,Yes,Married,103,\N,0,6,27,Non-technology Related Job,476,MN,366,16,No,No,0.99,2122,707,0,2015,2 -77,116521,0.06,0.03,4251085696,7203,Yes,Master or equivalent,Male,Yes,Married,103,\N,0,6,27,Non-technology Related Job,476,MN,366,16,No,No,0.99,951,951,0,2015,3 -12,171479,0.01,0.03,4251023606,7204,Yes,Master or equivalent,Female,Yes,Single,74,\N,2,0,97,Others,153,KS,465,51,No,No,0.52,8490,849,0,2015,1 -12,171479,0.01,0.03,4251023606,7204,Yes,Master or equivalent,Female,Yes,Single,74,\N,2,0,97,Others,153,KS,465,51,No,No,0.52,2501,833,0,2015,2 -14,226436,0.05,0.02,4251087334,7205,Yes,Master or equivalent,Female,No,Married,45,\N,3,2,66,Others,329,FL,65,86,No,No,0.05,3751,1250,0,2015,1 -14,226436,0.05,0.02,4251087334,7205,Yes,Master or equivalent,Female,No,Married,45,\N,3,2,66,Others,329,FL,65,86,No,No,0.05,3082,770,0,2015,2 -16,31394,0.01,0.02,4251039600,7206,Yes,High School or below,Female,Yes,Single,16,\N,0,4,35,Others,5,AL,164,121,No,No,0.59,2898,483,0,2015,1 -16,31394,0.01,0.02,4251039600,7206,Yes,High School or below,Female,Yes,Single,16,\N,0,4,35,Others,5,AL,164,121,No,No,0.59,1190,595,0,2015,2 -18,86351,0.04,0.01,4251066878,7207,Yes,High School or below,Male,Yes,Married,107,\N,1,6,5,Others,181,UT,263,156,No,No,0.12,1398,699,0,2015,1 -18,86351,0.04,0.01,4251066878,7207,Yes,High School or below,Male,Yes,Married,107,\N,1,6,5,Others,181,UT,263,156,No,No,0.12,2748,916,0,2015,2 -34,84380,0.06,0.03,4251051198,7208,Yes,High School or below,Male,Yes,Single,114,\N,0,4,45,Non-technology Related Job,42,HI,267,16,No,No,0.33,7012,876,0,2015,1 -34,84380,0.06,0.03,4251051198,7208,Yes,High School or below,Male,Yes,Single,114,\N,0,4,45,Non-technology Related Job,42,HI,267,16,No,No,0.33,3980,497,0,2015,2 -36,139338,0.02,0.03,4251048889,7209,Yes,High School or below,Male,Yes,Married,85,\N,1,6,14,Others,218,AZ,366,51,No,No,0.86,3621,724,0,2015,1 -36,139338,0.02,0.03,4251048889,7209,Yes,High School or below,Male,Yes,Married,85,\N,1,6,14,Others,218,AZ,366,51,No,No,0.86,2497,416,0,2015,2 -36,139338,0.02,0.03,4251048889,7209,Yes,High School or below,Male,Yes,Married,85,\N,1,6,14,Others,218,AZ,366,51,No,No,0.86,147,147,0,2015,3 -38,194295,0.05,0.02,4251068291,7210,Yes,High School or below,Male,Yes,Single,56,\N,2,0,84,Others,394,VA,465,86,No,No,0.39,3046,1015,0,2015,1 -38,194295,0.05,0.02,4251068291,7210,Yes,High School or below,Male,Yes,Single,56,\N,2,0,84,Others,394,VA,465,86,No,No,0.39,4959,708,0,2015,2 -40,249252,0.01,0.02,4251009828,7211,Yes,High School or below,Female,No,Married,27,\N,0,2,53,Others,70,RI,65,121,No,No,0.92,4752,594,0,2015,1 -40,249252,0.01,0.02,4251009828,7211,Yes,High School or below,Female,No,Married,27,\N,0,2,53,Others,70,RI,65,121,No,No,0.92,3806,761,0,2015,2 -56,247281,0.03,0.03,4251086125,7212,Yes,Bachelor or equivalent,Male,Yes,Single,34,\N,2,0,94,Non-technology Related Job,430,CA,68,231,No,No,0.13,5182,740,0,2015,1 -56,247281,0.03,0.03,4251086125,7212,Yes,Bachelor or equivalent,Male,Yes,Single,34,\N,2,0,94,Non-technology Related Job,430,CA,68,231,No,No,0.13,3283,1094,0,2015,2 -58,52239,0.07,0.03,4251047572,7213,Yes,Bachelor or equivalent,Female,Yes,Married,5,\N,3,2,63,Non-technology Related Job,107,WV,167,16,No,Yes,0.66,4015,669,0,2015,1 -58,52239,0.07,0.03,4251047572,7213,Yes,Bachelor or equivalent,Female,Yes,Married,5,\N,3,2,63,Non-technology Related Job,107,WV,167,16,No,Yes,0.66,2227,556,0,2015,2 -58,52239,0.07,0.03,4251047572,7213,Yes,Bachelor or equivalent,Female,Yes,Married,5,\N,3,2,63,Non-technology Related Job,107,WV,167,16,No,Yes,0.66,1173,1173,0,2015,3 -61,107196,0.02,0.02,4251014251,7214,Yes,Master or equivalent,Female,Yes,Single,96,\N,0,4,32,Others,283,SD,267,51,No,No,0.19,2642,528,0,2015,1 -61,107196,0.02,0.02,4251014251,7214,Yes,Master or equivalent,Female,Yes,Single,96,\N,0,4,32,Others,283,SD,267,51,No,No,0.19,4365,873,0,2015,2 -63,162154,0.06,0.02,4251032282,7215,Yes,Master or equivalent,Male,Yes,Married,66,\N,2,6,2,Others,459,NC,366,86,No,No,0.72,4457,891,0,2015,1 -63,162154,0.06,0.02,4251032282,7215,Yes,Master or equivalent,Male,Yes,Married,66,\N,2,6,2,Others,459,NC,366,86,No,No,0.72,5597,932,0,2015,2 -79,160183,0,0,4251022151,7216,Yes,High School or below,Female,No,Single,74,\N,0,4,42,Non-technology Related Job,319,WY,369,196,No,Yes,0.93,3699,924,0,2015,1 -79,160183,0,0,4251022151,7216,Yes,High School or below,Female,No,Single,74,\N,0,4,42,Non-technology Related Job,319,WY,369,196,No,Yes,0.93,1101,367,0,2015,2 -13,215140,0.04,0.03,4251052464,7217,Yes,High School or below,Male,Yes,Married,45,\N,1,6,11,Non-technology Related Job,496,TX,469,231,No,No,0.47,7491,832,0,2015,1 -13,215140,0.04,0.03,4251052464,7217,Yes,High School or below,Male,Yes,Married,45,\N,1,6,11,Non-technology Related Job,496,TX,469,231,No,No,0.47,1838,612,0,2015,2 -15,20098,0.07,0.03,4251067798,7218,Yes,High School or below,Male,Yes,Single,16,\N,3,0,81,Others,172,OH,68,16,No,No,0,4374,874,0,2015,1 -15,20098,0.07,0.03,4251067798,7218,Yes,High School or below,Male,Yes,Single,16,\N,3,0,81,Others,172,OH,68,16,No,No,0,1870,374,0,2015,2 -17,75055,0.03,0.02,4251080476,7219,Yes,High School or below,Female,Yes,Married,106,\N,0,2,50,Others,348,NV,167,51,No,No,0.53,5483,783,0,2015,1 -17,75055,0.03,0.02,4251080476,7219,Yes,High School or below,Female,Yes,Married,106,\N,0,2,50,Others,348,NV,167,51,No,No,0.53,1438,719,0,2015,2 -19,130013,0.07,0.02,4251032468,7220,Yes,High School or below,Female,Yes,Single,77,\N,1,4,20,Others,24,MA,266,86,No,No,0.06,4589,917,0,2015,1 -19,130013,0.07,0.02,4251032468,7220,Yes,High School or below,Female,Yes,Single,77,\N,1,4,20,Others,24,MA,266,86,No,No,0.06,2182,1091,0,2015,2 -19,130013,0.07,0.02,4251032468,7220,Yes,High School or below,Female,Yes,Single,77,\N,1,4,20,Others,24,MA,266,86,No,No,0.06,670,670,0,2015,3 -35,128041,0.01,0,4251011321,7221,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,0,2,60,Non-technology Related Job,384,OR,270,196,No,No,0.27,1850,925,0,2015,1 -35,128041,0.01,0,4251011321,7221,Yes,Bachelor or equivalent,Female,Yes,Married,85,\N,0,2,60,Non-technology Related Job,384,OR,270,196,No,No,0.27,6321,702,0,2015,2 -37,182999,0.04,0.03,4251009612,7222,Yes,Bachelor or equivalent,Female,No,Single,56,\N,1,4,29,Non-technology Related Job,61,NJ,369,231,No,No,0.8,1015,338,0,2015,1 -37,182999,0.04,0.03,4251009612,7222,Yes,Bachelor or equivalent,Female,No,Single,56,\N,1,4,29,Non-technology Related Job,61,NJ,369,231,No,No,0.8,892,446,0,2015,2 -37,182999,0.04,0.03,4251009612,7222,Yes,Bachelor or equivalent,Female,No,Single,56,\N,1,4,29,Non-technology Related Job,61,NJ,369,231,No,No,0.8,1410,1410,0,2015,3 -40,237956,0,0.03,4251009920,7223,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,2,6,99,Others,237,MN,468,16,No,No,0.33,4638,773,0,2015,1 -40,237956,0,0.03,4251009920,7223,Yes,Bachelor or equivalent,Female,Yes,Married,26,\N,2,6,99,Others,237,MN,468,16,No,No,0.33,3006,1002,0,2015,2 -42,42914,0.03,0.02,4251021972,7224,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,3,0,68,Others,413,IA,68,51,No,Yes,0.86,5512,689,0,2015,1 -42,42914,0.03,0.02,4251021972,7224,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,3,0,68,Others,413,IA,68,51,No,Yes,0.86,3824,637,0,2015,2 -72,153814,0.02,0.03,4251059956,7225,Yes,Master or equivalent,Female,Yes,Single,55,\N,1,6,87,Others,86,KY,265,66,No,No,0.32,4307,538,0,2015,1 -72,153814,0.02,0.03,4251059956,7225,Yes,Master or equivalent,Female,Yes,Single,55,\N,1,6,87,Others,86,KY,265,66,No,No,0.32,315,315,0,2015,2 -72,153814,0.02,0.03,4251059956,7225,Yes,Master or equivalent,Female,Yes,Single,55,\N,1,6,87,Others,86,KY,265,66,No,No,0.32,109,109,0,2015,3 -60,95900,0.01,0,4251058021,7226,Yes,High School or below,Male,Yes,Single,95,\N,3,0,78,Non-technology Related Job,449,MO,170,196,No,No,0.6,4975,829,0,2015,1 -60,95900,0.01,0,4251058021,7226,Yes,High School or below,Male,Yes,Single,95,\N,3,0,78,Non-technology Related Job,449,MO,170,196,No,No,0.6,6129,875,0,2015,2 -62,150858,0.05,0.03,4251014055,7227,Yes,High School or below,Male,Yes,Single,66,\N,0,2,47,Non-technology Related Job,126,KY,270,231,No,Yes,0.13,3389,677,0,2015,1 -62,150858,0.05,0.03,4251014055,7227,Yes,High School or below,Male,Yes,Single,66,\N,0,2,47,Non-technology Related Job,126,KY,270,231,No,Yes,0.13,12383,1125,0,2015,2 -62,150858,0.05,0.03,4251014055,7227,Yes,High School or below,Male,Yes,Single,66,\N,0,2,47,Non-technology Related Job,126,KY,270,231,No,Yes,0.13,830,830,0,2015,3 -64,205815,0,0.03,4251022693,7228,Yes,High School or below,Female,No,Married,37,\N,2,4,17,Others,302,GA,369,16,Yes,No,0.66,5196,866,0,2015,1 -64,205815,0,0.03,4251022693,7228,Yes,High School or below,Female,No,Married,37,\N,2,4,17,Others,302,GA,369,16,Yes,No,0.66,5758,1151,0,2015,2 -26,66716,0.06,0.03,4251061804,7229,Yes,High School or below,Male,Yes,Single,95,\N,3,2,35,Others,474,ID,66,31,No,Yes,0.12,1337,445,0,2015,1 -26,66716,0.06,0.03,4251061804,7229,Yes,High School or below,Male,Yes,Single,95,\N,3,2,35,Others,474,ID,66,31,No,Yes,0.12,2012,670,0,2015,2 -29,121673,0.02,0.03,4251045762,7230,Yes,High School or below,Male,Yes,Single,66,\N,0,4,4,Others,151,AR,165,66,No,No,0.65,4179,835,1,2015,1 -29,121673,0.02,0.03,4251045762,7230,Yes,High School or below,Male,Yes,Single,66,\N,0,4,4,Others,151,AR,165,66,No,No,0.65,4553,569,1,2015,2 -29,121673,0.02,0.03,4251045762,7230,Yes,High School or below,Male,Yes,Single,66,\N,0,4,4,Others,151,AR,165,66,No,No,0.65,248,248,1,2015,3 -16,63759,0.02,0,4251014327,7231,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,3,6,96,Non-technology Related Job,15,ID,71,196,No,No,0.94,2830,943,0,2015,1 -16,63759,0.02,0,4251014327,7231,Yes,Bachelor or equivalent,Female,Yes,Single,106,\N,3,6,96,Non-technology Related Job,15,ID,71,196,No,No,0.94,3875,775,0,2015,2 -18,118716,0.05,0.03,4251061959,7232,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,0,0,65,Non-technology Related Job,191,CA,170,231,No,No,0.47,839,279,0,2015,1 -18,118716,0.05,0.03,4251061959,7232,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,0,0,65,Non-technology Related Job,191,CA,170,231,No,No,0.47,4418,1104,0,2015,2 -49,229617,0.03,0,4251073527,7233,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,1,6,84,Others,363,CT,367,246,No,No,0.92,2610,870,0,2015,1 -49,229617,0.03,0,4251073527,7233,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,1,6,84,Others,363,CT,367,246,No,No,0.92,4075,679,0,2015,2 -49,229617,0.03,0,4251073527,7233,Yes,Bachelor or equivalent,Female,Yes,Married,15,\N,1,6,84,Others,363,CT,367,246,No,No,0.92,1232,1232,0,2015,3 -51,34574,0.07,0.03,4251021035,7234,Yes,Bachelor or equivalent,Female,No,Single,106,\N,2,0,53,Others,40,WI,467,31,No,No,0.45,2627,437,0,2015,1 -51,34574,0.07,0.03,4251021035,7234,Yes,Bachelor or equivalent,Female,No,Single,106,\N,2,0,53,Others,40,WI,467,31,No,No,0.45,3994,798,0,2015,2 -53,89532,0.03,0.03,4251025101,7235,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,0,2,22,Others,216,TN,66,66,No,No,0.99,4681,936,0,2015,1 -53,89532,0.03,0.03,4251025101,7235,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,0,2,22,Others,216,TN,66,66,No,No,0.99,6021,602,0,2015,2 -53,89532,0.03,0.03,4251025101,7235,Yes,Bachelor or equivalent,Female,Yes,Married,77,\N,0,2,22,Others,216,TN,66,66,No,No,0.99,204,204,0,2015,3 -41,31618,0.02,0,4251062389,7236,Yes,PhD or equivalent,Male,Yes,Married,117,\N,2,4,14,Non-technology Related Job,80,WY,472,196,No,No,0.27,3613,903,0,2015,1 -41,31618,0.02,0,4251062389,7236,Yes,PhD or equivalent,Male,Yes,Married,117,\N,2,4,14,Non-technology Related Job,80,WY,472,196,No,No,0.27,3053,610,0,2015,2 -71,142518,0,0,4251030432,7237,Yes,High School or below,Female,Yes,Married,55,\N,3,2,32,Others,252,AL,169,211,No,No,0.73,5462,910,0,2015,1 -71,142518,0,0,4251030432,7237,Yes,High School or below,Female,Yes,Married,55,\N,3,2,32,Others,252,AL,169,211,No,No,0.73,3124,624,0,2015,2 -73,197476,0.04,0,4251047111,7238,Yes,High School or below,Male,Yes,Single,26,\N,0,4,1,Others,428,UT,268,246,No,No,0.26,4320,864,0,2015,1 -73,197476,0.04,0,4251047111,7238,Yes,High School or below,Male,Yes,Single,26,\N,0,4,1,Others,428,UT,268,246,No,No,0.26,6321,790,0,2015,2 -76,2433,0,0.03,4251008527,7239,Yes,High School or below,Male,Yes,Married,117,\N,2,6,71,Others,105,OR,367,31,No,No,0.79,2535,633,0,2015,1 -76,2433,0,0.03,4251008527,7239,Yes,High School or below,Male,Yes,Married,117,\N,2,6,71,Others,105,OR,367,31,No,No,0.79,5987,997,0,2015,2 -78,57390,0.03,0.03,4251042144,7240,Yes,High School or below,Female,No,Single,87,\N,3,0,40,Others,281,NH,467,66,No,Yes,0.32,4043,808,0,2015,1 -78,57390,0.03,0.03,4251042144,7240,Yes,High School or below,Female,No,Single,87,\N,3,0,40,Others,281,NH,467,66,No,Yes,0.32,7159,894,0,2015,2 -26,55419,0.05,0,4251066972,7241,Yes,High School or below,Male,Yes,Married,95,\N,1,6,81,Others,141,VA,470,176,No,No,0.53,5954,744,0,2015,1 -26,55419,0.05,0,4251066972,7241,Yes,High School or below,Male,Yes,Married,95,\N,1,6,81,Others,141,VA,470,176,No,No,0.53,6657,951,0,2015,2 -26,55419,0.05,0,4251066972,7241,Yes,High School or below,Male,Yes,Married,95,\N,1,6,81,Others,141,VA,470,176,No,No,0.53,699,699,0,2015,3 -28,110377,0.01,0,4251026056,7242,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,3,0,50,Others,317,RI,69,211,No,No,0.06,3511,585,0,2015,1 -28,110377,0.01,0,4251026056,7242,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,3,0,50,Others,317,RI,69,211,No,No,0.06,5165,737,0,2015,2 -30,165334,0.04,0,4251027405,7243,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,0,2,19,Others,493,NM,169,246,No,No,0.59,5310,758,1,2015,1 -30,165334,0.04,0,4251027405,7243,Yes,Bachelor or equivalent,Female,Yes,Married,37,\N,0,2,19,Others,493,NM,169,246,No,No,0.59,2296,765,1,2015,2 -32,220292,0,0.03,4251055956,7244,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,1,4,89,Others,170,MS,268,31,No,No,0.12,3994,665,0,2015,1 -32,220292,0,0.03,4251055956,7244,Yes,Bachelor or equivalent,Male,Yes,Single,7,\N,1,4,89,Others,170,MS,268,31,No,No,0.12,1317,439,0,2015,2 -34,25249,0.04,0.03,4251027763,7245,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,2,7,58,Others,346,KY,367,66,No,No,0.65,4623,660,1,2015,1 -34,25249,0.04,0.03,4251027763,7245,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,2,7,58,Others,346,KY,367,66,No,No,0.65,3296,824,1,2015,2 -50,23278,0.06,0,4251037007,7246,Yes,Master or equivalent,Male,Yes,Single,106,\N,1,4,98,Others,206,NC,371,176,Yes,No,0.86,3713,530,0,2015,1 -52,78236,0.01,0,4251017920,7247,Yes,PhD or equivalent,Male,Yes,Married,76,\N,2,6,68,Others,382,MT,470,211,No,No,0.4,4988,623,0,2015,1 -52,78236,0.01,0,4251017920,7247,Yes,PhD or equivalent,Male,Yes,Married,76,\N,2,6,68,Others,382,MT,470,211,No,No,0.4,3794,948,0,2015,2 -54,133193,0.05,0.03,4251068094,7248,Yes,High School or below,Male,Yes,Single,47,\N,3,0,37,Others,59,ME,69,246,No,No,0.93,3510,585,1,2015,1 -54,133193,0.05,0.03,4251068094,7248,Yes,High School or below,Male,Yes,Single,47,\N,3,0,37,Others,59,ME,69,246,No,No,0.93,2781,927,1,2015,2 -54,133193,0.05,0.03,4251068094,7248,Yes,High School or below,Male,Yes,Single,47,\N,3,0,37,Others,59,ME,69,246,No,No,0.93,1295,1295,1,2015,3 -57,188150,0.01,0.03,4251035635,7249,Yes,High School or below,Female,Yes,Married,18,\N,1,2,6,Others,235,HI,168,31,Yes,No,0.46,2659,886,0,2015,1 -57,188150,0.01,0.03,4251035635,7249,Yes,High School or below,Female,Yes,Married,18,\N,1,2,6,Others,235,HI,168,31,Yes,No,0.46,4529,905,0,2015,2 -72,186179,0.03,0.01,4251066141,7250,Yes,High School or below,Male,Yes,Single,26,\N,3,0,47,Others,95,NV,172,141,No,No,0.67,3377,482,0,2015,1 -72,186179,0.03,0.01,4251066141,7250,Yes,High School or below,Male,Yes,Single,26,\N,3,0,47,Others,95,NV,172,141,No,No,0.67,4121,686,0,2015,2 -75,241137,0.06,0,4251010571,7251,Yes,High School or below,Female,No,Married,116,\N,0,2,16,Others,271,MA,271,176,No,Yes,0.2,5134,641,0,2015,1 -75,241137,0.06,0,4251010571,7251,Yes,High School or below,Female,No,Married,116,\N,0,2,16,Others,271,MA,271,176,No,Yes,0.2,3660,732,0,2015,2 -77,46094,0.02,0,4251036138,7252,Yes,High School or below,Female,Yes,Single,87,\N,2,4,86,Others,447,IL,370,211,No,No,0.73,8377,837,0,2015,1 -77,46094,0.02,0,4251036138,7252,Yes,High School or below,Female,Yes,Single,87,\N,2,4,86,Others,447,IL,370,211,No,No,0.73,3135,783,0,2015,2 -79,101052,0.05,0.03,4251092237,7253,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,3,6,55,Others,124,CO,470,246,No,No,0.26,2691,448,0,2015,1 -79,101052,0.05,0.03,4251092237,7253,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,3,6,55,Others,124,CO,470,246,No,No,0.26,1664,832,0,2015,2 -79,101052,0.05,0.03,4251092237,7253,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,3,6,55,Others,124,CO,470,246,No,No,0.26,1238,1238,0,2015,3 -27,99081,0.07,0.01,4251076246,7254,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,1,4,95,Others,484,MN,473,106,No,Yes,0.47,3297,659,0,2015,1 -27,99081,0.07,0.01,4251076246,7254,Yes,Bachelor or equivalent,Female,Yes,Single,66,\N,1,4,95,Others,484,MN,473,106,No,Yes,0.47,6798,849,0,2015,2 -29,154038,0.03,0.01,4251023751,7255,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,3,6,65,Others,160,IA,72,141,No,No,0,2806,935,0,2015,1 -29,154038,0.03,0.01,4251023751,7255,Yes,Bachelor or equivalent,Male,Yes,Married,36,\N,3,6,65,Others,160,IA,72,141,No,No,0,2877,719,0,2015,2 -31,208996,0.07,0,4251074459,7256,Yes,Master or equivalent,Male,Yes,Single,7,\N,0,0,34,Others,336,DE,172,176,No,No,0.53,4877,609,0,2015,1 -31,208996,0.07,0,4251074459,7256,Yes,Master or equivalent,Male,Yes,Single,7,\N,0,0,34,Others,336,DE,172,176,No,No,0.53,1644,411,0,2015,2 -33,13953,0.02,0,4251068237,7257,Yes,Master or equivalent,Female,No,Single,98,\N,1,2,3,Others,13,AL,271,211,No,No,0.06,7015,1002,0,2015,1 -33,13953,0.02,0,4251068237,7257,Yes,Master or equivalent,Female,No,Single,98,\N,1,2,3,Others,13,AL,271,211,No,No,0.06,3572,595,0,2015,2 -49,11982,0.04,0.01,4251066460,7258,Yes,High School or below,Male,No,Single,106,\N,0,0,44,Others,373,LA,274,71,No,No,0.27,3485,871,0,2015,1 -49,11982,0.04,0.01,4251066460,7258,Yes,High School or below,Male,No,Single,106,\N,0,0,44,Others,373,LA,274,71,No,No,0.27,1962,981,0,2015,2 -51,66939,0,0.01,4251098113,7259,Yes,High School or below,Female,Yes,Married,76,\N,1,2,13,Others,49,GA,374,106,No,No,0.81,12183,870,0,2015,1 -51,66939,0,0.01,4251098113,7259,Yes,High School or below,Female,Yes,Married,76,\N,1,2,13,Others,49,GA,374,106,No,No,0.81,5336,1067,0,2015,2 -51,66939,0,0.01,4251098113,7259,Yes,High School or below,Female,Yes,Married,76,\N,1,2,13,Others,49,GA,374,106,No,No,0.81,19,19,0,2015,3 -53,121897,0.04,0.01,4251072371,7260,Yes,High School or below,Female,Yes,Married,47,\N,2,4,83,Others,225,AZ,473,141,No,No,0.34,5973,853,0,2015,1 -53,121897,0.04,0.01,4251072371,7260,Yes,High School or below,Female,Yes,Married,47,\N,2,4,83,Others,225,AZ,473,141,No,No,0.34,4516,564,0,2015,2 -56,176854,0.07,0,4251034957,7261,Yes,High School or below,Female,Yes,Single,18,\N,3,6,52,Others,401,VT,72,176,No,No,0.87,7144,893,1,2015,1 -56,176854,0.07,0,4251034957,7261,Yes,High School or below,Female,Yes,Single,18,\N,3,6,52,Others,401,VT,72,176,No,No,0.87,6338,792,1,2015,2 -56,176854,0.07,0,4251034957,7261,Yes,High School or below,Female,Yes,Single,18,\N,3,6,52,Others,401,VT,72,176,No,No,0.87,329,329,1,2015,3 -18,37755,0.05,0.01,4251043636,7262,Yes,High School or below,Female,Yes,Married,76,\N,0,4,70,Technology Related Job,74,WA,269,191,No,No,0.32,1159,579,0,2015,1 -18,37755,0.05,0.01,4251043636,7262,Yes,High School or below,Female,Yes,Married,76,\N,0,4,70,Technology Related Job,74,WA,269,191,No,No,0.32,6156,615,0,2015,2 -74,229841,0.05,0.01,4251025693,7263,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,3,6,62,Others,438,CA,175,71,No,No,0.61,4129,825,0,2015,1 -74,229841,0.05,0.01,4251025693,7263,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,3,6,62,Others,438,CA,175,71,No,No,0.61,7371,670,0,2015,2 -74,229841,0.05,0.01,4251025693,7263,Yes,Bachelor or equivalent,Male,Yes,Single,116,\N,3,6,62,Others,438,CA,175,71,No,No,0.61,762,762,0,2015,3 -76,34798,0.01,0.01,4251031359,7264,Yes,Bachelor or equivalent,Male,No,Married,87,\N,0,0,31,Others,114,WV,274,106,No,No,0.14,4840,537,0,2015,1 -76,34798,0.01,0.01,4251031359,7264,Yes,Bachelor or equivalent,Male,No,Married,87,\N,0,0,31,Others,114,WV,274,106,No,No,0.14,2717,905,0,2015,2 -78,89756,0.04,0.01,4251051003,7265,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,1,2,1,Others,290,SC,374,141,No,Yes,0.67,6458,922,0,2015,1 -78,89756,0.04,0.01,4251051003,7265,Yes,Bachelor or equivalent,Male,Yes,Single,58,\N,1,2,1,Others,290,SC,374,141,No,Yes,0.67,4757,594,0,2015,2 -40,200656,0.02,0.01,4251039229,7266,Yes,Bachelor or equivalent,Female,Yes,Single,116,\N,3,0,19,Others,463,TN,71,156,No,No,0.13,1132,566,0,2015,1 -40,200656,0.02,0.01,4251039229,7266,Yes,Bachelor or equivalent,Female,Yes,Single,116,\N,3,0,19,Others,463,TN,71,156,No,No,0.13,2899,724,0,2015,2 -43,5613,0.06,0.01,4251094777,7267,Yes,Master or equivalent,Male,Yes,Married,87,\N,0,2,88,Technology Related Job,139,OH,170,191,No,Yes,0.66,802,267,0,2015,1 -43,5613,0.06,0.01,4251094777,7267,Yes,Master or equivalent,Male,Yes,Married,87,\N,0,2,88,Technology Related Job,139,OH,170,191,No,Yes,0.66,5074,1014,0,2015,2 -30,197699,0.05,0.01,4251020325,7268,Yes,High School or below,Female,No,Married,7,\N,2,4,80,Others,3,TN,76,71,No,No,0.94,4614,512,0,2015,1 -30,197699,0.05,0.01,4251020325,7268,Yes,High School or below,Female,No,Married,7,\N,2,4,80,Others,3,TN,76,71,No,No,0.94,3737,747,0,2015,2 -32,2657,0.01,0.01,4251053946,7269,Yes,High School or below,Female,Yes,Single,98,\N,0,6,49,Others,179,OH,175,106,No,No,0.47,3290,822,0,2015,1 -32,2657,0.01,0.01,4251053946,7269,Yes,High School or below,Female,Yes,Single,98,\N,0,6,49,Others,179,OH,175,106,No,No,0.47,2591,518,0,2015,2 -63,113557,0.07,0.01,4251017483,7270,Yes,High School or below,Male,Yes,Single,36,\N,1,4,68,Others,352,OR,372,121,No,No,0.93,4366,727,0,2015,1 -63,113557,0.07,0.01,4251017483,7270,Yes,High School or below,Male,Yes,Single,36,\N,1,4,68,Others,352,OR,372,121,No,No,0.93,3347,836,0,2015,2 -65,168515,0.03,0.01,4251055557,7271,No,High School or below,Female,Yes,Married,7,\N,2,6,37,Others,28,NH,471,156,No,No,0.46,7793,779,0,2015,1 -65,168515,0.03,0.01,4251055557,7271,No,High School or below,Female,Yes,Married,7,\N,2,6,37,Others,28,NH,471,156,No,No,0.46,2235,558,0,2015,2 -67,223472,0.06,0.01,4251057747,7272,Yes,High School or below,Female,Yes,Single,97,\N,3,0,6,Technology Related Job,204,MI,71,191,No,No,0.99,4605,767,0,2015,1 -67,223472,0.06,0.01,4251057747,7272,Yes,High School or below,Female,Yes,Single,97,\N,3,0,6,Technology Related Job,204,MI,71,191,No,No,0.99,2045,681,0,2015,2 -55,165558,0.06,0.01,4251024152,7273,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,2,2,98,Others,68,NJ,476,71,No,No,0.28,3822,637,0,2015,1 -55,165558,0.06,0.01,4251024152,7273,Yes,Bachelor or equivalent,Male,Yes,Single,18,\N,2,2,98,Others,68,NJ,476,71,No,No,0.28,4753,475,0,2015,2 -17,26459,0.04,0.02,4251080651,7274,Yes,Bachelor or equivalent,Female,No,Single,76,\N,3,0,16,Others,240,NM,173,86,No,No,0.73,3993,798,0,2015,1 -17,26459,0.04,0.02,4251080651,7274,Yes,Bachelor or equivalent,Female,No,Single,76,\N,3,0,16,Others,240,NM,173,86,No,No,0.73,2456,614,0,2015,2 -19,81416,0,0.01,4251021516,7275,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,0,2,85,Others,417,MS,273,121,No,No,0.26,3290,548,0,2015,1 -19,81416,0,0.01,4251021516,7275,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,0,2,85,Others,417,MS,273,121,No,No,0.26,2843,568,0,2015,2 -21,136374,0.03,0.01,4251026502,7276,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,2,4,55,Technology Related Job,93,KY,372,156,Yes,No,0.8,5523,690,0,2015,1 -21,136374,0.03,0.01,4251026502,7276,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,2,4,55,Technology Related Job,93,KY,372,156,Yes,No,0.8,4564,760,0,2015,2 -24,191331,0.07,0.01,4251067586,7277,Yes,Master or equivalent,Male,Yes,Married,108,\N,3,6,24,Technology Related Job,269,FL,471,191,No,No,0.33,3788,473,0,2015,1 -24,191331,0.07,0.01,4251067586,7277,Yes,Master or equivalent,Male,Yes,Married,108,\N,3,6,24,Technology Related Job,269,FL,471,191,No,No,0.33,1342,1342,0,2015,2 -40,189360,0.01,0.02,4251086854,7278,Yes,PhD or equivalent,Male,Yes,Single,116,\N,1,4,65,Others,129,MT,474,51,No,Yes,0.54,6613,661,0,2015,1 -40,189360,0.01,0.02,4251086854,7278,Yes,PhD or equivalent,Male,Yes,Single,116,\N,1,4,65,Others,129,MT,474,51,No,Yes,0.54,1943,388,0,2015,2 -40,189360,0.01,0.02,4251086854,7278,Yes,PhD or equivalent,Male,Yes,Single,116,\N,1,4,65,Others,129,MT,474,51,No,Yes,0.54,1640,820,0,2015,3 -42,244317,0.05,0.02,4251025561,7279,Yes,High School or below,Male,Yes,Married,87,\N,3,6,34,Others,306,ME,74,86,No,No,0.07,4335,867,0,2015,1 -42,244317,0.05,0.02,4251025561,7279,Yes,High School or below,Male,Yes,Married,87,\N,3,6,34,Others,306,ME,74,86,No,No,0.07,3431,857,0,2015,2 -44,49275,0,0.01,4251099176,7280,Yes,High School or below,Female,No,Single,57,\N,0,0,3,Others,482,HI,173,121,No,No,0.6,1705,426,0,2015,1 -44,49275,0,0.01,4251099176,7280,Yes,High School or below,Female,No,Single,57,\N,0,0,3,Others,482,HI,173,121,No,No,0.6,3403,486,0,2015,2 -44,49275,0,0.01,4251099176,7280,Yes,High School or below,Female,No,Single,57,\N,0,0,3,Others,482,HI,173,121,No,No,0.6,384,384,0,2015,3 -46,104232,0.04,0.01,4251039560,7281,Yes,High School or below,Female,Yes,Married,28,\N,1,2,73,Technology Related Job,158,AR,272,156,No,No,0.13,1998,399,0,2015,1 -46,104232,0.04,0.01,4251039560,7281,Yes,High School or below,Female,Yes,Married,28,\N,1,2,73,Technology Related Job,158,AR,272,156,No,No,0.13,5302,662,0,2015,2 -62,102261,0.06,0.03,4251013072,7282,Yes,High School or below,Female,Yes,Single,36,\N,0,0,13,Others,18,MA,276,16,No,No,0.34,4577,915,0,2015,1 -62,102261,0.06,0.03,4251013072,7282,Yes,High School or below,Female,Yes,Single,36,\N,0,0,13,Others,18,MA,276,16,No,No,0.34,2864,716,0,2015,2 -64,157219,0.02,0.02,4251067928,7283,Yes,High School or below,Female,Yes,Married,6,\N,1,2,82,Others,194,IN,375,51,No,No,0.87,6988,698,0,2015,1 -64,157219,0.02,0.02,4251067928,7283,Yes,High School or below,Female,Yes,Married,6,\N,1,2,82,Others,194,IN,375,51,No,No,0.87,5565,795,0,2015,2 -66,212176,0.05,0.02,4251021859,7284,Yes,Bachelor or equivalent,Male,Yes,Single,97,\N,2,4,52,Others,371,CO,474,86,No,No,0.4,1322,440,0,2015,1 -66,212176,0.05,0.02,4251021859,7284,Yes,Bachelor or equivalent,Male,Yes,Single,97,\N,2,4,52,Others,371,CO,474,86,No,No,0.4,1496,374,0,2015,2 -68,17134,0.01,0.01,4251015617,7285,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,3,6,21,Others,47,WI,74,121,No,No,0.93,5084,726,0,2015,1 -68,17134,0.01,0.01,4251015617,7285,Yes,Bachelor or equivalent,Male,Yes,Married,68,\N,3,6,21,Others,47,WI,74,121,No,No,0.93,4881,976,0,2015,2 -16,15162,0.03,0.03,4251019995,7286,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,2,4,62,Others,407,KS,77,231,No,No,0.14,2687,895,0,2015,1 -16,15162,0.03,0.03,4251019995,7286,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,2,4,62,Others,407,KS,77,231,No,No,0.14,3763,1254,0,2015,2 -18,70120,0.06,0.02,4251043226,7287,Yes,Master or equivalent,Male,No,Married,46,\N,3,6,31,Others,83,DE,176,16,No,No,0.67,5245,874,0,2015,1 -18,70120,0.06,0.02,4251043226,7287,Yes,Master or equivalent,Male,No,Married,46,\N,3,6,31,Others,83,DE,176,16,No,No,0.67,854,427,0,2015,2 -21,125077,0.02,0.02,4251021790,7288,Yes,Master or equivalent,Female,Yes,Single,17,\N,0,0,0,Others,260,AL,276,51,No,No,0.21,2509,501,0,2015,1 -21,125077,0.02,0.02,4251021790,7288,Yes,Master or equivalent,Female,Yes,Single,17,\N,0,0,0,Others,260,AL,276,51,No,No,0.21,2452,817,0,2015,2 -23,180035,0.06,0.02,4251056875,7289,Yes,High School or below,Female,Yes,Married,108,\N,1,2,70,Others,436,TX,375,86,No,Yes,0.74,270,270,0,2015,1 -23,180035,0.06,0.02,4251056875,7289,Yes,High School or below,Female,Yes,Married,108,\N,1,2,70,Others,436,TX,375,86,No,Yes,0.74,2723,544,0,2015,2 -39,178064,0,0.03,4251015869,7290,Yes,High School or below,Female,Yes,Single,116,\N,0,0,10,Others,296,GA,378,196,No,No,0.95,5538,692,0,2015,1 -39,178064,0,0.03,4251015869,7290,Yes,High School or below,Female,Yes,Single,116,\N,0,0,10,Others,296,GA,378,196,No,No,0.95,2023,505,0,2015,2 -41,233021,0.03,0.03,4251016786,7291,Yes,High School or below,Female,Yes,Married,86,\N,1,2,79,Others,472,AZ,478,231,No,No,0.48,3690,738,0,2015,1 -41,233021,0.03,0.03,4251016786,7291,Yes,High School or below,Female,Yes,Married,86,\N,1,2,79,Others,472,AZ,478,231,No,No,0.48,3038,759,0,2015,2 -43,37979,0.07,0.02,4251088352,7292,Yes,High School or below,Female,Yes,Single,57,\N,2,4,49,Others,148,VA,77,16,No,Yes,0.01,7715,857,0,2015,1 -43,37979,0.07,0.02,4251088352,7292,Yes,High School or below,Female,Yes,Single,57,\N,2,4,49,Others,148,VA,77,16,No,Yes,0.01,6048,549,0,2015,2 -45,92936,0.03,0.02,4251065801,7293,Yes,High School or below,Male,No,Single,28,\N,0,6,18,Others,325,PA,176,51,No,No,0.54,4760,595,0,2015,1 -45,92936,0.03,0.02,4251065801,7293,Yes,High School or below,Male,No,Single,28,\N,0,6,18,Others,325,PA,176,51,No,No,0.54,4401,1100,0,2015,2 -75,203837,0.01,0.02,4251088096,7294,Yes,High School or below,Female,Yes,Married,86,\N,1,4,37,Technology Related Job,497,SC,373,66,Yes,Yes,0,2575,515,0,2015,1 -75,203837,0.01,0.02,4251088096,7294,Yes,High School or below,Female,Yes,Married,86,\N,1,4,37,Technology Related Job,497,SC,373,66,Yes,Yes,0,1115,278,0,2015,2 -63,145923,0,0.03,4251084504,7295,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,3,6,28,Others,361,WV,279,196,No,No,0.28,3825,765,1,2015,1 -63,145923,0,0.03,4251084504,7295,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,3,6,28,Others,361,WV,279,196,No,No,0.28,6281,897,1,2015,2 -65,200880,0.04,0.03,4251050725,7296,Yes,Bachelor or equivalent,Male,Yes,Married,97,\N,1,0,97,Others,37,SC,378,231,No,No,0.81,3663,732,1,2015,1 -65,200880,0.04,0.03,4251050725,7296,Yes,Bachelor or equivalent,Male,Yes,Married,97,\N,1,0,97,Others,37,SC,378,231,No,No,0.81,4883,976,1,2015,2 -67,5837,0.07,0.02,4251040451,7297,Yes,Master or equivalent,Female,Yes,Single,68,\N,2,2,67,Others,214,NC,478,16,No,No,0.34,3345,557,0,2015,1 -67,5837,0.07,0.02,4251040451,7297,Yes,Master or equivalent,Female,Yes,Single,68,\N,2,2,67,Others,214,NC,478,16,No,No,0.34,2612,653,0,2015,2 -30,116738,0.06,0.03,4251047447,7298,Yes,Master or equivalent,Male,Yes,Married,6,\N,3,0,85,Technology Related Job,386,OH,175,31,No,No,0.8,4060,676,0,2015,1 -30,116738,0.06,0.03,4251047447,7298,Yes,Master or equivalent,Male,Yes,Married,6,\N,3,0,85,Technology Related Job,386,OH,175,31,No,No,0.8,4543,757,0,2015,2 -32,171695,0.01,0.02,4251045890,7299,Yes,Master or equivalent,Male,No,Married,97,\N,0,2,54,Technology Related Job,62,NE,274,66,No,No,0.33,5687,812,0,2015,1 -32,171695,0.01,0.02,4251045890,7299,Yes,Master or equivalent,Male,No,Married,97,\N,0,2,54,Technology Related Job,62,NE,274,66,No,No,0.33,3425,489,0,2015,2 -20,113781,0.01,0.03,4251012818,7300,Yes,High School or below,Female,Yes,Married,17,\N,3,4,46,Others,426,OH,180,196,No,No,0.62,8479,1059,0,2015,1 -20,113781,0.01,0.03,4251012818,7300,Yes,High School or below,Female,Yes,Married,17,\N,3,4,46,Others,426,OH,180,196,No,No,0.62,2844,711,0,2015,2 -20,113781,0.01,0.03,4251012818,7300,Yes,High School or below,Female,Yes,Married,17,\N,3,4,46,Others,426,OH,180,196,No,No,0.62,222,222,0,2015,3 -22,168739,0.04,0.03,4251084874,7301,Yes,High School or below,Male,Yes,Single,108,\N,0,6,15,Others,102,NV,279,231,No,No,0.15,5293,882,0,2015,1 -22,168739,0.04,0.03,4251084874,7301,Yes,High School or below,Male,Yes,Single,108,\N,0,6,15,Others,102,NV,279,231,No,No,0.15,2577,859,0,2015,2 -52,29639,0.03,0.03,4251023200,7302,Yes,High School or below,Female,Yes,Single,46,\N,1,4,34,Technology Related Job,275,NH,476,246,No,No,0.6,1212,606,0,2015,1 -52,29639,0.03,0.03,4251023200,7302,Yes,High School or below,Female,Yes,Single,46,\N,1,4,34,Technology Related Job,275,NH,476,246,No,No,0.6,3390,847,0,2015,2 -54,84597,0.06,0.03,4251034116,7303,Yes,High School or below,Female,No,Married,17,\N,3,6,3,Technology Related Job,451,MI,75,31,No,No,0.13,4444,1111,0,2015,1 -54,84597,0.06,0.03,4251034116,7303,Yes,High School or below,Female,No,Married,17,\N,3,6,3,Technology Related Job,451,MI,75,31,No,No,0.13,5450,908,0,2015,2 -54,84597,0.06,0.03,4251034116,7303,Yes,High School or below,Female,No,Married,17,\N,3,6,3,Technology Related Job,451,MI,75,31,No,No,0.13,949,949,0,2015,3 -57,139554,0.02,0.02,4251058549,7304,Yes,High School or below,Female,Yes,Single,107,\N,0,0,72,Technology Related Job,127,IA,174,66,No,No,0.66,4770,954,0,2015,1 -57,139554,0.02,0.02,4251058549,7304,Yes,High School or below,Female,Yes,Single,107,\N,0,0,72,Technology Related Job,127,IA,174,66,No,No,0.66,6878,764,0,2015,2 -57,139554,0.02,0.02,4251058549,7304,Yes,High School or below,Female,Yes,Single,107,\N,0,0,72,Technology Related Job,127,IA,174,66,No,No,0.66,176,176,0,2015,3 -44,81640,0.01,0.03,4251070523,7305,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,2,2,64,Others,491,MI,80,195,No,No,0.95,160,80,0,2015,1 -44,81640,0.01,0.03,4251070523,7305,Yes,Bachelor or equivalent,Male,Yes,Single,28,\N,2,2,64,Others,491,MI,80,195,No,No,0.95,1950,975,0,2015,2 -46,136597,0.05,0.03,4251046819,7306,Yes,Bachelor or equivalent,Female,Yes,Married,119,\N,0,4,33,Others,168,IA,180,230,No,No,0.48,5507,786,0,2015,1 -46,136597,0.05,0.03,4251046819,7306,Yes,Bachelor or equivalent,Female,Yes,Married,119,\N,0,4,33,Others,168,IA,180,230,No,No,0.48,2219,739,0,2015,2 -77,247498,0.03,0.03,4251020589,7307,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,1,2,51,Technology Related Job,340,KY,376,245,No,No,0.94,5325,591,0,2015,1 -77,247498,0.03,0.03,4251020589,7307,Yes,Bachelor or equivalent,Male,Yes,Married,57,\N,1,2,51,Technology Related Job,340,KY,376,245,No,No,0.94,2653,1326,0,2015,2 -79,52455,0.07,0.03,4251039786,7308,Yes,Master or equivalent,Male,Yes,Single,27,\N,2,4,21,Technology Related Job,16,FL,476,30,No,No,0.47,2218,1109,0,2015,1 -13,107413,0.02,0.02,4251087460,7309,Yes,Master or equivalent,Female,No,Married,118,\N,3,6,90,Technology Related Job,192,AK,75,65,No,No,0,5732,818,0,2015,1 -13,107413,0.02,0.02,4251087460,7309,Yes,Master or equivalent,Female,No,Married,118,\N,3,6,90,Technology Related Job,192,AK,75,65,No,No,0,4654,930,0,2015,2 -69,49499,0.02,0.03,4251017258,7310,Yes,High School or below,Male,No,Married,39,\N,2,0,81,Others,56,GA,481,195,No,No,0.28,3351,478,0,2015,1 -69,49499,0.02,0.03,4251017258,7310,Yes,High School or below,Male,No,Married,39,\N,2,0,81,Others,56,GA,481,195,No,No,0.28,4862,1215,0,2015,2 -69,49499,0.02,0.03,4251017258,7310,Yes,High School or below,Male,No,Married,39,\N,2,0,81,Others,56,GA,481,195,No,No,0.28,895,895,0,2015,3 -31,160399,0,0,4251069072,7311,Yes,High School or below,Female,Yes,Married,97,\N,3,6,0,Others,229,ID,178,210,No,No,0.74,2684,894,1,2015,1 -31,160399,0,0,4251069072,7311,Yes,High School or below,Female,Yes,Married,97,\N,3,6,0,Others,229,ID,178,210,No,No,0.74,8067,806,1,2015,2 -33,215357,0.04,0.03,4251018348,7312,Yes,High School or below,Female,Yes,Single,67,\N,0,0,69,Technology Related Job,405,AR,277,245,No,No,0.27,3302,660,0,2015,1 -33,215357,0.04,0.03,4251018348,7312,Yes,High School or below,Female,Yes,Single,67,\N,0,0,69,Technology Related Job,405,AR,277,245,No,No,0.27,7993,888,0,2015,2 -35,20314,0.07,0.03,4251016194,7313,Yes,High School or below,Male,Yes,Married,38,\N,1,2,39,Technology Related Job,81,WA,376,30,No,No,0.8,3298,659,0,2015,1 -35,20314,0.07,0.03,4251016194,7313,Yes,High School or below,Male,Yes,Married,38,\N,1,2,39,Technology Related Job,81,WA,376,30,No,No,0.8,1873,936,0,2015,2 -38,75271,0.03,0.02,4251017584,7314,Yes,High School or below,Male,Yes,Single,9,\N,3,4,8,Technology Related Job,258,RI,476,65,No,No,0.33,5108,567,0,2015,1 -38,75271,0.03,0.02,4251017584,7314,Yes,High School or below,Male,Yes,Single,9,\N,3,4,8,Technology Related Job,258,RI,476,65,No,No,0.33,1215,1215,0,2015,2 -53,73300,0.05,0,4251099038,7315,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,1,2,48,Others,118,CO,479,175,No,No,0.54,2799,699,0,2015,1 -53,73300,0.05,0,4251099038,7315,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,1,2,48,Others,118,CO,479,175,No,No,0.54,5272,753,0,2015,2 -56,128258,0,0,4251026849,7316,Yes,Bachelor or equivalent,Male,No,Single,107,\N,2,4,18,Technology Related Job,294,WI,78,210,No,Yes,0.07,1632,408,0,2015,1 -56,128258,0,0,4251026849,7316,Yes,Bachelor or equivalent,Male,No,Single,107,\N,2,4,18,Technology Related Job,294,WI,78,210,No,Yes,0.07,3212,803,0,2015,2 -58,183215,0.04,0.03,4251097384,7317,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,0,6,87,Technology Related Job,470,TN,178,245,No,No,0.6,5603,622,0,2015,1 -58,183215,0.04,0.03,4251097384,7317,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,0,6,87,Technology Related Job,470,TN,178,245,No,No,0.6,6086,760,0,2015,2 -60,238173,0,0.03,4251016821,7318,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,1,0,57,Technology Related Job,146,ND,277,30,No,No,0.14,7235,723,0,2015,1 -60,238173,0,0.03,4251016821,7318,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,1,0,57,Technology Related Job,146,ND,277,30,No,No,0.14,1285,1285,0,2015,2 -60,238173,0,0.03,4251016821,7318,Yes,Bachelor or equivalent,Female,Yes,Single,49,\N,1,0,57,Technology Related Job,146,ND,277,30,No,No,0.14,602,602,0,2015,3 -76,236202,0.02,0,4251098792,7319,Yes,PhD or equivalent,Female,Yes,Married,56,\N,3,6,97,Others,7,AL,280,140,No,Yes,0.35,3920,784,0,2015,1 -76,236202,0.02,0,4251098792,7319,Yes,PhD or equivalent,Female,Yes,Married,56,\N,3,6,97,Others,7,AL,280,140,No,Yes,0.35,3508,701,0,2015,2 -78,41159,0.05,0,4251028752,7320,Yes,High School or below,Female,Yes,Single,27,\N,1,0,66,Others,183,UT,380,175,No,No,0.88,3647,729,0,2015,1 -78,41159,0.05,0,4251028752,7320,Yes,High School or below,Female,Yes,Single,27,\N,1,0,66,Others,183,UT,380,175,No,No,0.88,1636,545,0,2015,2 -12,96117,0.01,0.03,4251095063,7321,Yes,High School or below,Female,Yes,Married,118,\N,2,2,36,Technology Related Job,359,OK,479,210,No,No,0.41,2183,727,0,2015,1 -12,96117,0.01,0.03,4251095063,7321,Yes,High School or below,Female,Yes,Married,118,\N,2,2,36,Technology Related Job,359,OK,479,210,No,No,0.41,1994,498,0,2015,2 -14,151074,0.05,0.03,4251083801,7322,Yes,High School or below,Male,No,Single,89,\N,3,4,5,Technology Related Job,35,NH,78,245,No,No,0.94,1703,567,0,2015,1 -14,151074,0.05,0.03,4251083801,7322,Yes,High School or below,Male,No,Single,89,\N,3,4,5,Technology Related Job,35,NH,78,245,No,No,0.94,3452,690,0,2015,2 -17,206031,0,0.03,4251081978,7323,Yes,High School or below,Male,Yes,Single,60,\N,0,7,74,Technology Related Job,212,MI,178,30,No,No,0.47,2872,718,0,2015,1 -17,206031,0,0.03,4251081978,7323,Yes,High School or below,Male,Yes,Single,60,\N,0,7,74,Technology Related Job,212,MI,178,30,No,No,0.47,3621,724,0,2015,2 -32,204060,0.02,0,4251010531,7324,Yes,High School or below,Male,Yes,Single,67,\N,3,4,15,Others,72,PA,181,140,No,No,0.68,3589,448,0,2015,1 -32,204060,0.02,0,4251010531,7324,Yes,High School or below,Male,Yes,Single,67,\N,3,4,15,Others,72,PA,181,140,No,No,0.68,6595,942,0,2015,2 -35,9018,0.06,0,4251029847,7325,Yes,High School or below,Male,Yes,Married,38,\N,0,6,84,Others,248,NM,280,175,Yes,No,0.21,5753,719,0,2015,1 -35,9018,0.06,0,4251029847,7325,Yes,High School or below,Male,Yes,Married,38,\N,0,6,84,Others,248,NM,280,175,Yes,No,0.21,3314,552,0,2015,2 -35,9018,0.06,0,4251029847,7325,Yes,High School or below,Male,Yes,Married,38,\N,0,6,84,Others,248,NM,280,175,Yes,No,0.21,228,228,0,2015,3 -37,63975,0.01,0.03,4251030291,7326,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,1,0,54,Technology Related Job,424,MS,380,210,No,No,0.74,7732,773,0,2015,1 -37,63975,0.01,0.03,4251030291,7326,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,1,0,54,Technology Related Job,424,MS,380,210,No,No,0.74,5237,872,0,2015,2 -39,118933,0.05,0.03,4251037981,7327,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,3,3,23,Technology Related Job,100,KS,479,245,No,Yes,0.27,3011,752,1,2015,1 -39,118933,0.05,0.03,4251037981,7327,Yes,Bachelor or equivalent,Female,Yes,Single,100,\N,3,3,23,Technology Related Job,100,KS,479,245,No,Yes,0.27,6578,822,1,2015,2 -55,116962,0.07,0.01,4251039203,7328,No,Master or equivalent,Female,Yes,Single,107,\N,1,0,63,Others,461,NC,482,105,No,No,0.48,5067,723,0,2015,1 -55,116962,0.07,0.01,4251039203,7328,No,Master or equivalent,Female,Yes,Single,107,\N,1,0,63,Others,461,NC,482,105,No,No,0.48,572,286,0,2015,2 -57,171919,0.03,0,4251067514,7329,Yes,Master or equivalent,Female,Yes,Single,78,\N,2,2,33,Others,137,MT,82,140,No,No,0.01,4429,885,0,2015,1 -57,171919,0.03,0,4251067514,7329,Yes,Master or equivalent,Female,Yes,Single,78,\N,2,2,33,Others,137,MT,82,140,No,No,0.01,3742,935,0,2015,2 -59,226877,0.06,0,4251090429,7330,Yes,PhD or equivalent,Male,Yes,Married,49,\N,0,4,2,Others,313,LA,181,175,No,Yes,0.55,1481,493,0,2015,1 -59,226877,0.06,0,4251090429,7330,Yes,PhD or equivalent,Male,Yes,Married,49,\N,0,4,2,Others,313,LA,181,175,No,Yes,0.55,4669,583,0,2015,2 -59,226877,0.06,0,4251090429,7330,Yes,PhD or equivalent,Male,Yes,Married,49,\N,0,4,2,Others,313,LA,181,175,No,Yes,0.55,1335,1335,0,2015,3 -61,31834,0.02,0.03,4251042965,7331,Yes,High School or below,Male,Yes,Single,20,\N,1,7,71,Technology Related Job,489,HI,280,210,No,No,0.08,2613,653,0,2015,1 -61,31834,0.02,0.03,4251042965,7331,Yes,High School or below,Male,Yes,Single,20,\N,1,7,71,Technology Related Job,489,HI,280,210,No,No,0.08,4836,690,0,2015,2 -77,29863,0.04,0.01,4251049390,7332,Yes,High School or below,Male,Yes,Married,27,\N,3,4,12,Others,349,NV,284,70,No,No,0.29,2017,672,0,2015,1 -77,29863,0.04,0.01,4251049390,7332,Yes,High School or below,Male,Yes,Married,27,\N,3,4,12,Others,349,NV,284,70,No,No,0.29,3800,760,0,2015,2 -79,84820,0,0.01,4251029871,7333,Yes,High School or below,Male,No,Single,118,\N,1,6,81,Others,26,MD,383,105,No,No,0.82,5596,621,0,2015,1 -79,84820,0,0.01,4251029871,7333,Yes,High School or below,Male,No,Single,118,\N,1,6,81,Others,26,MD,383,105,No,No,0.82,4992,998,0,2015,2 -13,139778,0.03,0,4251090623,7334,Yes,High School or below,Male,Yes,Married,89,\N,2,0,51,Others,202,IL,482,140,No,No,0.35,3097,774,0,2015,1 -13,139778,0.03,0,4251090623,7334,Yes,High School or below,Male,Yes,Married,89,\N,2,0,51,Others,202,IL,482,140,No,No,0.35,1337,334,0,2015,2 -16,194735,0.07,0,4251011461,7335,Yes,High School or below,Female,Yes,Single,60,\N,3,2,20,Technology Related Job,378,CO,82,175,No,No,0.88,2490,498,0,2015,1 -16,194735,0.07,0,4251011461,7335,Yes,High School or below,Female,Yes,Single,60,\N,3,2,20,Technology Related Job,378,CO,82,175,No,No,0.88,4148,592,0,2015,2 -46,55636,0.05,0,4251068421,7336,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,0,0,38,Technology Related Job,51,DE,278,190,No,No,0.34,3579,715,0,2015,1 -46,55636,0.05,0,4251068421,7336,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,0,0,38,Technology Related Job,51,DE,278,190,No,No,0.34,3853,642,0,2015,2 -34,247722,0.05,0.01,4251089912,7337,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,3,2,30,Others,415,IA,184,70,No,No,0.62,3121,780,1,2015,1 -34,247722,0.05,0.01,4251089912,7337,Yes,Bachelor or equivalent,Female,Yes,Single,38,\N,3,2,30,Others,415,IA,184,70,No,No,0.62,4931,986,1,2015,2 -36,52679,0,0.01,4251065282,7338,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,0,4,99,Others,91,DE,283,105,No,No,0.15,4264,710,0,2015,1 -36,52679,0,0.01,4251065282,7338,Yes,Bachelor or equivalent,Female,Yes,Married,9,\N,0,4,99,Others,91,DE,283,105,No,No,0.15,2181,727,0,2015,2 -38,107637,0.04,0,4251025476,7339,Yes,Master or equivalent,Male,No,Single,100,\N,1,6,68,Others,267,WY,383,140,No,No,0.68,8683,868,0,2015,1 -38,107637,0.04,0,4251025476,7339,Yes,Master or equivalent,Male,No,Single,100,\N,1,6,68,Others,267,WY,383,140,No,No,0.68,543,181,0,2015,2 -68,218537,0.02,0.01,4251053019,7340,Yes,Master or equivalent,Female,Yes,Single,37,\N,2,4,87,Technology Related Job,439,AK,80,155,No,No,0.14,3914,489,0,2015,1 -68,218537,0.02,0.01,4251053019,7340,Yes,Master or equivalent,Female,Yes,Single,37,\N,2,4,87,Technology Related Job,439,AK,80,155,No,No,0.14,3663,732,0,2015,2 -71,23495,0.06,0,4251086498,7341,Yes,PhD or equivalent,Female,Yes,Married,8,\N,0,6,56,Technology Related Job,116,VT,179,190,No,No,0.67,3704,740,0,2015,1 -71,23495,0.06,0,4251086498,7341,Yes,PhD or equivalent,Female,Yes,Married,8,\N,0,6,56,Technology Related Job,116,VT,179,190,No,No,0.67,2972,990,0,2015,2 -58,215581,0.05,0.01,4251037637,7342,Yes,High School or below,Male,Yes,Married,49,\N,2,0,48,Others,480,AZ,85,70,No,No,0.96,2818,704,0,2015,1 -58,215581,0.05,0.01,4251037637,7342,Yes,High School or below,Male,Yes,Married,49,\N,2,0,48,Others,480,AZ,85,70,No,No,0.96,1654,330,0,2015,2 -60,20538,0.01,0.01,4251099179,7343,Yes,High School or below,Female,Yes,Single,19,\N,3,2,17,Others,156,VT,184,105,No,No,0.49,3989,498,0,2015,2 -23,131438,0.07,0.01,4251016074,7344,Yes,High School or below,Male,Yes,Single,77,\N,1,0,35,Technology Related Job,328,WA,381,120,No,No,0.94,5455,681,0,2015,1 -23,131438,0.07,0.01,4251016074,7344,Yes,High School or below,Male,Yes,Single,77,\N,1,0,35,Technology Related Job,328,WA,381,120,No,No,0.94,6928,989,0,2015,2 -25,186396,0.02,0.01,4251013448,7345,Yes,High School or below,Male,No,Married,48,\N,2,2,5,Technology Related Job,5,SC,480,155,No,No,0.47,2634,439,0,2015,1 -25,186396,0.02,0.01,4251013448,7345,Yes,High School or below,Male,No,Married,48,\N,2,2,5,Technology Related Job,5,SC,480,155,No,No,0.47,3836,639,0,2015,2 -27,241353,0.06,0,4251069218,7346,Yes,High School or below,Male,Yes,Single,19,\N,3,4,74,Technology Related Job,181,NY,80,190,No,No,0,3373,843,0,2015,1 -27,241353,0.06,0,4251069218,7346,Yes,High School or below,Male,Yes,Single,19,\N,3,4,74,Technology Related Job,181,NY,80,190,No,No,0,1563,781,0,2015,2 -27,241353,0.06,0,4251069218,7346,Yes,High School or below,Male,Yes,Single,19,\N,3,4,74,Technology Related Job,181,NY,80,190,No,No,0,1069,1069,0,2015,3 -15,183439,0.06,0.01,4251099527,7347,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,2,6,65,Others,45,SC,485,70,No,No,0.29,4809,801,0,2015,1 -15,183439,0.06,0.01,4251099527,7347,Yes,Bachelor or equivalent,Female,Yes,Single,59,\N,2,6,65,Others,45,SC,485,70,No,No,0.29,3859,643,0,2015,2 -45,44340,0.04,0.01,4251028724,7348,No,Bachelor or equivalent,Female,Yes,Single,117,\N,3,4,84,Technology Related Job,217,TN,182,85,No,No,0.75,2135,427,0,2015,1 -45,44340,0.04,0.01,4251028724,7348,No,Bachelor or equivalent,Female,Yes,Single,117,\N,3,4,84,Technology Related Job,217,TN,182,85,No,No,0.75,3937,984,0,2015,2 -47,99297,0.07,0.01,4251043853,7349,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,0,6,53,Technology Related Job,393,ND,282,120,No,No,0.28,3120,780,0,2015,1 -47,99297,0.07,0.01,4251043853,7349,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,0,6,53,Technology Related Job,393,ND,282,120,No,No,0.28,2520,630,0,2015,2 -49,154255,0.03,0.01,4251052221,7350,Yes,Master or equivalent,Female,Yes,Single,59,\N,1,0,23,Technology Related Job,70,NE,381,155,No,No,0.81,7791,599,0,2015,1 -49,154255,0.03,0.01,4251052221,7350,Yes,Master or equivalent,Female,Yes,Single,59,\N,1,0,23,Technology Related Job,70,NE,381,155,No,No,0.81,4774,795,0,2015,2 -49,154255,0.03,0.01,4251052221,7350,Yes,Master or equivalent,Female,Yes,Single,59,\N,1,0,23,Technology Related Job,70,NE,381,155,No,No,0.81,83,83,0,2015,3 -52,209212,0.07,0,4251068609,7351,Yes,Master or equivalent,Male,No,Married,30,\N,3,3,92,Technology Related Job,246,MD,480,190,No,No,0.34,5449,778,0,2015,1 -52,209212,0.07,0,4251068609,7351,Yes,Master or equivalent,Male,No,Married,30,\N,3,3,92,Technology Related Job,246,MD,480,190,No,No,0.34,4975,829,0,2015,2 -67,207241,0.01,0.02,4251041501,7352,Yes,High School or below,Female,Yes,Single,37,\N,1,0,32,Technology Related Job,106,OK,484,50,No,No,0.55,1116,558,0,2015,1 -67,207241,0.01,0.02,4251041501,7352,Yes,High School or below,Female,Yes,Single,37,\N,1,0,32,Technology Related Job,106,OK,484,50,No,No,0.55,4603,767,0,2015,2 -70,12198,0.04,0.01,4251065038,7353,Yes,High School or below,Male,Yes,Married,8,\N,2,2,2,Technology Related Job,282,NH,83,85,No,No,0.08,4792,532,0,2015,1 -70,12198,0.04,0.01,4251065038,7353,Yes,High School or below,Male,Yes,Married,8,\N,2,2,2,Technology Related Job,282,NH,83,85,No,No,0.08,4036,576,0,2015,2 -72,67156,0,0.01,4251036348,7354,Yes,High School or below,Male,Yes,Single,99,\N,0,4,71,Technology Related Job,459,MI,182,120,No,Yes,0.61,1942,388,0,2015,1 -72,67156,0,0.01,4251036348,7354,Yes,High School or below,Male,Yes,Single,99,\N,0,4,71,Technology Related Job,459,MI,182,120,No,Yes,0.61,3318,663,0,2015,2 -20,65185,0.02,0.02,4251095748,7355,Yes,High School or below,Male,Yes,Married,106,\N,2,2,12,Others,319,RI,186,230,No,No,0.82,5723,953,0,2015,1 -20,65185,0.02,0.02,4251095748,7355,Yes,High School or below,Male,Yes,Married,106,\N,2,2,12,Others,319,RI,186,230,No,No,0.82,2395,1197,0,2015,2 -22,120142,0.06,0.02,4251031221,7356,Yes,Bachelor or equivalent,Male,No,Single,77,\N,3,4,81,Technology Related Job,495,NM,285,15,No,No,0.35,3166,1055,0,2015,1 -22,120142,0.06,0.02,4251031221,7356,Yes,Bachelor or equivalent,Male,No,Single,77,\N,3,4,81,Technology Related Job,495,NM,285,15,No,No,0.35,1081,540,0,2015,2 -22,120142,0.06,0.02,4251031221,7356,Yes,Bachelor or equivalent,Male,No,Single,77,\N,3,4,81,Technology Related Job,495,NM,285,15,No,No,0.35,1716,858,0,2015,3 -24,175100,0.01,0.02,4251013440,7357,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,1,6,50,Technology Related Job,171,MS,384,50,No,Yes,0.88,3785,946,0,2015,1 -24,175100,0.01,0.02,4251013440,7357,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,1,6,50,Technology Related Job,171,MS,384,50,No,Yes,0.88,3593,598,0,2015,2 -26,230057,0.05,0.01,4251021133,7358,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,2,0,20,Technology Related Job,347,KS,484,85,No,No,0.41,6451,921,0,2015,1 -26,230057,0.05,0.01,4251021133,7358,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,2,0,20,Technology Related Job,347,KS,484,85,No,No,0.41,1696,424,0,2015,2 -42,228086,0.07,0.03,4251088262,7359,Yes,Master or equivalent,Female,Yes,Married,26,\N,0,6,60,Others,208,NC,487,195,No,No,0.63,4472,894,0,2015,1 -42,228086,0.07,0.03,4251088262,7359,Yes,Master or equivalent,Female,Yes,Married,26,\N,0,6,60,Others,208,NC,487,195,No,No,0.63,4047,1011,0,2015,2 -44,33044,0.02,0.02,4251031097,7360,Yes,Master or equivalent,Female,Yes,Single,117,\N,2,0,29,Others,384,MT,86,230,No,No,0.16,7564,687,1,2015,1 -44,33044,0.02,0.02,4251031097,7360,Yes,Master or equivalent,Female,Yes,Single,117,\N,2,0,29,Others,384,MT,86,230,No,No,0.16,2723,544,1,2015,2 -46,88001,0.06,0.02,4251025972,7361,Yes,PhD or equivalent,Male,Yes,Married,88,\N,3,2,99,Technology Related Job,60,ME,186,15,No,No,0.69,5178,739,0,2015,1 -46,88001,0.06,0.02,4251025972,7361,Yes,PhD or equivalent,Male,Yes,Married,88,\N,3,2,99,Technology Related Job,60,ME,186,15,No,No,0.69,4356,726,0,2015,2 -49,142958,0.02,0.02,4251085273,7362,Yes,High School or below,Male,No,Single,59,\N,0,4,68,Technology Related Job,236,HI,285,50,No,No,0.22,2773,693,0,2015,1 -49,142958,0.02,0.02,4251085273,7362,Yes,High School or below,Male,No,Single,59,\N,0,4,68,Technology Related Job,236,HI,285,50,No,No,0.22,2283,570,0,2015,2 -79,3859,0,0.02,4251100372,7363,Yes,High School or below,Female,Yes,Single,117,\N,1,2,87,Non-technology Related Job,409,IL,482,65,No,No,0.67,4349,1087,0,2015,1 -79,3859,0,0.02,4251100372,7363,Yes,High School or below,Female,Yes,Single,117,\N,1,2,87,Non-technology Related Job,409,IL,482,65,No,No,0.67,3043,1014,0,2015,2 -67,195945,0.07,0.03,4251053235,7364,Yes,High School or below,Male,Yes,Single,37,\N,0,4,78,Others,273,MA,388,195,No,No,0.96,5589,798,0,2015,1 -67,195945,0.07,0.03,4251053235,7364,Yes,High School or below,Male,Yes,Single,37,\N,0,4,78,Others,273,MA,388,195,No,No,0.96,3315,1105,0,2015,2 -69,902,0.03,0.02,4251070344,7365,Yes,High School or below,Male,Yes,Single,8,\N,1,6,47,Others,449,IL,487,230,No,No,0.49,5669,1133,0,2015,1 -69,902,0.03,0.02,4251070344,7365,Yes,High School or below,Male,Yes,Single,8,\N,1,6,47,Others,449,IL,487,230,No,No,0.49,7300,608,0,2015,2 -71,55860,0.07,0.02,4251029320,7366,Yes,High School or below,Female,Yes,Married,99,\N,2,0,17,Technology Related Job,125,CO,86,15,No,No,0.02,2685,447,0,2015,1 -71,55860,0.07,0.02,4251029320,7366,Yes,High School or below,Female,Yes,Married,99,\N,2,0,17,Technology Related Job,125,CO,86,15,No,No,0.02,3630,726,0,2015,2 -33,166760,0.05,0.02,4251050790,7367,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,3,6,35,Technology Related Job,298,DE,283,30,No,No,0.48,2269,1134,0,2015,1 -33,166760,0.05,0.02,4251050790,7367,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,3,6,35,Technology Related Job,298,DE,283,30,No,No,0.48,7482,748,0,2015,2 -35,221718,0,0.02,4251010685,7368,No,Bachelor or equivalent,Male,No,Single,7,\N,1,0,5,Non-technology Related Job,474,WY,382,65,No,No,0.01,4422,552,0,2015,1 -35,221718,0,0.02,4251010685,7368,No,Bachelor or equivalent,Male,No,Single,7,\N,1,0,5,Non-technology Related Job,474,WY,382,65,No,No,0.01,3095,773,0,2015,2 -23,163804,0,0.03,4251083695,7369,Yes,Bachelor or equivalent,Female,No,Single,48,\N,3,2,96,Others,338,DE,288,195,No,No,0.29,3419,683,0,2015,1 -23,163804,0,0.03,4251083695,7369,Yes,Bachelor or equivalent,Female,No,Single,48,\N,3,2,96,Others,338,DE,288,195,No,No,0.29,3546,709,0,2015,2 -23,163804,0,0.03,4251083695,7369,Yes,Bachelor or equivalent,Female,No,Single,48,\N,3,2,96,Others,338,DE,288,195,No,No,0.29,599,599,0,2015,3 -25,218761,0.03,0.02,4251017457,7370,Yes,Master or equivalent,Male,Yes,Married,19,\N,0,4,65,Others,14,AL,387,230,No,No,0.82,4680,1170,0,2015,1 -25,218761,0.03,0.02,4251017457,7370,Yes,Master or equivalent,Male,Yes,Married,19,\N,0,4,65,Others,14,AL,387,230,No,No,0.82,8851,983,0,2015,2 -27,23718,0.07,0.02,4251074031,7371,Yes,Master or equivalent,Male,Yes,Single,110,\N,2,6,35,Technology Related Job,190,TX,487,15,No,No,0.36,5802,967,0,2015,1 -27,23718,0.07,0.02,4251074031,7371,Yes,Master or equivalent,Male,Yes,Single,110,\N,2,6,35,Technology Related Job,190,TX,487,15,No,No,0.36,6537,653,0,2015,2 -58,134619,0.05,0.02,4251060841,7372,Yes,PhD or equivalent,Female,Yes,Single,47,\N,3,4,53,Technology Related Job,363,VT,184,30,No,No,0.81,5238,748,0,2015,1 -58,134619,0.05,0.02,4251060841,7372,Yes,PhD or equivalent,Female,Yes,Single,47,\N,3,4,53,Technology Related Job,363,VT,184,30,No,No,0.81,4105,821,0,2015,2 -60,189576,0.01,0.02,4251028548,7373,Yes,High School or below,Male,Yes,Married,18,\N,0,6,22,Non-technology Related Job,39,PA,283,65,Yes,No,0.34,7941,882,0,2015,1 -60,189576,0.01,0.02,4251028548,7373,Yes,High School or below,Male,Yes,Married,18,\N,0,6,22,Non-technology Related Job,39,PA,283,65,Yes,No,0.34,5473,684,0,2015,2 -48,131662,0,0.03,4251084628,7374,Yes,High School or below,Female,Yes,Married,59,\N,3,0,14,Others,403,VT,189,195,No,No,0.63,4534,1133,0,2015,1 -48,131662,0,0.03,4251084628,7374,Yes,High School or below,Female,Yes,Married,59,\N,3,0,14,Others,403,VT,189,195,No,No,0.63,4185,837,0,2015,2 -50,186620,0.04,0.02,4251045020,7375,Yes,High School or below,Female,No,Single,29,\N,0,2,83,Technology Related Job,79,PA,288,230,No,No,0.16,2168,722,0,2015,1 -50,186620,0.04,0.02,4251045020,7375,Yes,High School or below,Female,No,Single,29,\N,0,2,83,Technology Related Job,79,PA,288,230,No,No,0.16,2591,518,0,2015,2 -12,47520,0.02,0.03,4251077794,7376,Yes,High School or below,Male,Yes,Single,87,\N,1,0,2,Technology Related Job,252,SC,485,245,No,No,0.61,3611,722,0,2015,1 -12,47520,0.02,0.03,4251077794,7376,Yes,High School or below,Male,Yes,Single,87,\N,1,0,2,Technology Related Job,252,SC,485,245,No,No,0.61,753,753,0,2015,2 -14,102478,0.06,0.02,4251048418,7377,Yes,High School or below,Male,Yes,Married,58,\N,2,2,71,Technology Related Job,428,NY,84,30,No,No,0.15,1022,1022,0,2015,1 -14,102478,0.06,0.02,4251048418,7377,Yes,High School or below,Male,Yes,Married,58,\N,2,2,71,Technology Related Job,428,NY,84,30,No,No,0.15,5234,747,0,2015,2 -16,157435,0.01,0.02,4251010291,7378,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,0,4,40,Non-technology Related Job,104,MO,184,65,No,No,0.68,2996,374,0,2015,1 -16,157435,0.01,0.02,4251010291,7378,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,0,4,40,Non-technology Related Job,104,MO,184,65,No,No,0.68,8908,742,0,2015,2 -72,99521,0.01,0.03,4251095357,7379,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,2,6,32,Others,468,NC,89,195,No,Yes,0.96,10019,910,0,2015,1 -72,99521,0.01,0.03,4251095357,7379,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,2,6,32,Others,468,NC,89,195,No,Yes,0.96,1599,799,0,2015,2 -35,210421,0.07,0.03,4251072613,7380,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,3,4,50,Technology Related Job,140,ND,286,210,No,No,0.42,3903,650,1,2015,1 -35,210421,0.07,0.03,4251072613,7380,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,3,4,50,Technology Related Job,140,ND,286,210,No,No,0.42,4872,696,1,2015,2 -37,15379,0.03,0.03,4251048731,7381,Yes,Master or equivalent,Female,No,Married,98,\N,1,6,19,Technology Related Job,317,NE,386,245,No,Yes,0.95,4265,710,0,2015,1 -37,15379,0.03,0.03,4251048731,7381,Yes,Master or equivalent,Female,No,Married,98,\N,1,6,19,Technology Related Job,317,NE,386,245,No,Yes,0.95,4083,816,0,2015,2 -39,70336,0.06,0.02,4251026813,7382,Yes,Master or equivalent,Male,Yes,Single,69,\N,2,0,89,Non-technology Related Job,493,MD,485,30,No,No,0.48,2425,808,0,2015,1 -39,70336,0.06,0.02,4251026813,7382,Yes,Master or equivalent,Male,Yes,Single,69,\N,2,0,89,Non-technology Related Job,493,MD,485,30,No,No,0.48,3649,729,0,2015,2 -41,125294,0.02,0.02,4251057247,7383,Yes,High School or below,Male,Yes,Married,40,\N,3,2,58,Non-technology Related Job,169,ID,84,65,No,No,0.01,3478,496,0,2015,1 -41,125294,0.02,0.02,4251057247,7383,Yes,High School or below,Male,Yes,Married,40,\N,3,2,58,Non-technology Related Job,169,ID,84,65,No,No,0.01,2384,1192,0,2015,2 -29,67380,0.01,0.03,4251022176,7384,Yes,High School or below,Female,Yes,Married,80,\N,2,4,49,Others,33,MD,490,195,No,No,0.3,1020,510,1,2015,1 -29,67380,0.01,0.03,4251022176,7384,Yes,High School or below,Female,Yes,Married,80,\N,2,4,49,Others,33,MD,490,195,No,No,0.3,2996,599,1,2015,2 -59,178280,0,0.03,4251071083,7385,Yes,High School or below,Male,No,Married,18,\N,3,2,68,Technology Related Job,205,MI,187,210,No,No,0.75,177,177,0,2015,1 -59,178280,0,0.03,4251071083,7385,Yes,High School or below,Male,No,Married,18,\N,3,2,68,Technology Related Job,205,MI,187,210,No,No,0.75,1501,750,0,2015,2 -61,233238,0.03,0.03,4251055061,7386,Yes,High School or below,Female,Yes,Single,109,\N,0,4,37,Technology Related Job,382,IN,286,245,No,No,0.28,2904,968,0,2015,1 -61,233238,0.03,0.03,4251055061,7386,Yes,High School or below,Female,Yes,Single,109,\N,0,4,37,Technology Related Job,382,IN,286,245,No,No,0.28,1872,936,0,2015,2 -63,38195,0.07,0.02,4251063870,7387,Yes,High School or below,Female,No,Married,80,\N,1,6,7,Non-technology Related Job,58,CT,386,30,No,No,0.81,4234,846,0,2015,1 -63,38195,0.07,0.02,4251063870,7387,Yes,High School or below,Female,No,Married,80,\N,1,6,7,Non-technology Related Job,58,CT,386,30,No,No,0.81,1514,504,0,2015,2 -66,93152,0.02,0.02,4251034004,7388,Yes,High School or below,Female,Yes,Single,51,\N,2,1,76,Non-technology Related Job,234,WY,485,65,No,No,0.34,3265,653,0,2015,1 -66,93152,0.02,0.02,4251034004,7388,Yes,High School or below,Female,Yes,Single,51,\N,2,1,76,Non-technology Related Job,234,WY,485,65,No,No,0.34,2654,884,0,2015,2 -66,93152,0.02,0.02,4251034004,7388,Yes,High School or below,Female,Yes,Single,51,\N,2,1,76,Non-technology Related Job,234,WY,485,65,No,No,0.34,259,259,0,2015,3 -13,91181,0.04,0.03,4251070661,7389,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,1,6,16,Technology Related Job,94,KY,488,175,No,No,0.56,6603,825,0,2015,1 -13,91181,0.04,0.03,4251070661,7389,Yes,Bachelor or equivalent,Female,Yes,Married,58,\N,1,6,16,Technology Related Job,94,KY,488,175,No,No,0.56,6275,697,0,2015,2 -16,146139,0,0.03,4251051619,7390,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,2,0,86,Technology Related Job,271,FL,88,210,No,No,0.09,2916,486,0,2015,1 -16,146139,0,0.03,4251051619,7390,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,2,0,86,Technology Related Job,271,FL,88,210,No,No,0.09,4373,624,0,2015,2 -18,201096,0.04,0.03,4251082362,7391,Yes,Master or equivalent,Male,No,Married,0,\N,3,2,55,Technology Related Job,447,AK,187,245,No,No,0.62,1836,918,0,2015,1 -18,201096,0.04,0.03,4251082362,7391,Yes,Master or equivalent,Male,No,Married,0,\N,3,2,55,Technology Related Job,447,AK,187,245,No,No,0.62,5534,922,0,2015,2 -34,199125,0.06,0,4251028496,7392,Yes,PhD or equivalent,Female,No,Single,7,\N,2,0,96,Technology Related Job,307,ME,190,105,No,No,0.83,4863,607,0,2015,1 -34,199125,0.06,0,4251028496,7392,Yes,PhD or equivalent,Female,No,Single,7,\N,2,0,96,Technology Related Job,307,ME,190,105,No,No,0.83,5331,1066,0,2015,2 -36,4083,0.01,0,4251046366,7393,Yes,High School or below,Male,Yes,Married,98,\N,3,2,65,Technology Related Job,483,HI,290,140,No,No,0.36,1754,350,0,2015,1 -36,4083,0.01,0,4251046366,7393,Yes,High School or below,Male,Yes,Married,98,\N,3,2,65,Technology Related Job,483,HI,290,140,No,No,0.36,3052,610,0,2015,2 -38,59040,0.05,0.03,4251040604,7394,Yes,High School or below,Male,Yes,Single,69,\N,0,4,34,Technology Related Job,159,AR,389,175,No,No,0.89,2055,513,0,2015,1 -38,59040,0.05,0.03,4251040604,7394,Yes,High School or below,Male,Yes,Single,69,\N,0,4,34,Technology Related Job,159,AR,389,175,No,No,0.89,4110,1027,0,2015,2 -40,113998,0.01,0.03,4251058138,7395,Yes,High School or below,Female,Yes,Single,40,\N,2,6,4,Technology Related Job,336,WA,488,210,No,Yes,0.42,1141,285,0,2015,1 -40,113998,0.01,0.03,4251058138,7395,Yes,High School or below,Female,Yes,Single,40,\N,2,6,4,Technology Related Job,336,WA,488,210,No,Yes,0.42,2560,640,0,2015,2 -56,112027,0.03,0.01,4251071622,7396,Yes,High School or below,Male,Yes,Single,47,\N,0,4,44,Technology Related Job,196,IL,491,70,No,No,0.63,3049,609,0,2015,1 -56,112027,0.03,0.01,4251071622,7396,Yes,High School or below,Male,Yes,Single,47,\N,0,4,44,Technology Related Job,196,IL,491,70,No,No,0.63,2773,693,0,2015,2 -58,166984,0.06,0,4251080052,7397,Yes,High School or below,Female,Yes,Married,18,\N,1,6,13,Technology Related Job,372,CO,91,105,No,No,0.16,5459,682,0,2015,1 -58,166984,0.06,0,4251080052,7397,Yes,High School or below,Female,Yes,Married,18,\N,1,6,13,Technology Related Job,372,CO,91,105,No,No,0.16,2790,930,0,2015,2 -58,166984,0.06,0,4251080052,7397,Yes,High School or below,Female,Yes,Married,18,\N,1,6,13,Technology Related Job,372,CO,91,105,No,No,0.16,1101,1101,0,2015,3 -60,221941,0.02,0,4251023333,7398,Yes,Bachelor or equivalent,Female,No,Single,109,\N,3,0,83,Technology Related Job,48,WI,190,140,No,No,0.69,3286,657,0,2015,1 -60,221941,0.02,0,4251023333,7398,Yes,Bachelor or equivalent,Female,No,Single,109,\N,3,0,83,Technology Related Job,48,WI,190,140,No,No,0.69,682,341,0,2015,2 -62,26899,0.06,0.03,4251088769,7399,Yes,Bachelor or equivalent,Male,Yes,Single,80,\N,0,2,52,Technology Related Job,225,SD,289,175,No,No,0.22,3399,679,0,2015,1 -62,26899,0.06,0.03,4251088769,7399,Yes,Bachelor or equivalent,Male,Yes,Single,80,\N,0,2,52,Technology Related Job,225,SD,289,175,No,No,0.22,1656,414,0,2015,2 -25,137799,0.04,0,4251050453,7400,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,1,0,71,Non-technology Related Job,397,TX,486,190,No,No,0.68,3818,763,0,2015,1 -25,137799,0.04,0,4251050453,7400,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,1,0,71,Non-technology Related Job,397,TX,486,190,No,No,0.68,3699,739,0,2015,2 -13,79885,0.03,0.01,4251055085,7401,Yes,Master or equivalent,Male,Yes,Single,58,\N,0,2,62,Technology Related Job,261,AL,392,70,Yes,No,0.97,1476,492,0,2015,1 -13,79885,0.03,0.01,4251055085,7401,Yes,Master or equivalent,Male,Yes,Single,58,\N,0,2,62,Technology Related Job,261,AL,392,70,Yes,No,0.97,2701,450,0,2015,2 -15,134843,0.07,0,4251090361,7402,Yes,Master or equivalent,Male,Yes,Married,29,\N,1,4,31,Technology Related Job,437,TX,491,105,No,No,0.5,1354,677,0,2015,1 -15,134843,0.07,0,4251090361,7402,Yes,Master or equivalent,Male,Yes,Married,29,\N,1,4,31,Technology Related Job,437,TX,491,105,No,No,0.5,2367,591,0,2015,2 -17,189800,0.02,0,4251015332,7403,Yes,High School or below,Female,Yes,Single,0,\N,2,6,1,Technology Related Job,113,OK,91,140,No,No,0.03,2534,633,0,2015,1 -17,189800,0.02,0,4251015332,7403,Yes,High School or below,Female,Yes,Single,0,\N,2,6,1,Technology Related Job,113,OK,91,140,No,No,0.03,2368,789,0,2015,2 -47,50701,0.01,0,4251089343,7404,Yes,High School or below,Male,No,Single,57,\N,3,4,19,Non-technology Related Job,286,PA,288,155,No,No,0.48,5740,1148,0,2015,1 -47,50701,0.01,0,4251089343,7404,Yes,High School or below,Male,No,Single,57,\N,3,4,19,Non-technology Related Job,286,PA,288,155,No,No,0.48,3416,569,0,2015,2 -49,105658,0.04,0,4251047632,7405,Yes,High School or below,Male,Yes,Married,28,\N,1,6,88,Non-technology Related Job,462,NJ,387,190,No,No,0.01,1403,467,0,2015,1 -49,105658,0.04,0,4251047632,7405,Yes,High School or below,Male,Yes,Married,28,\N,1,6,88,Non-technology Related Job,462,NJ,387,190,No,No,0.01,3266,1088,0,2015,2 -49,105658,0.04,0,4251047632,7405,Yes,High School or below,Male,Yes,Married,28,\N,1,6,88,Non-technology Related Job,462,NJ,387,190,No,No,0.01,1390,1390,0,2015,3 -37,47744,0.04,0.01,4251071349,7406,Yes,High School or below,Female,Yes,Married,69,\N,3,0,80,Technology Related Job,326,PA,293,70,No,Yes,0.3,5902,843,0,2015,1 -37,47744,0.04,0.01,4251071349,7406,Yes,High School or below,Female,Yes,Married,69,\N,3,0,80,Technology Related Job,326,PA,293,70,No,Yes,0.3,5981,664,0,2015,2 -39,102702,0.07,0,4251075059,7407,Yes,High School or below,Female,Yes,Single,39,\N,0,2,49,Technology Related Job,2,NM,392,105,No,No,0.83,7552,839,0,2015,1 -39,102702,0.07,0,4251075059,7407,Yes,High School or below,Female,Yes,Single,39,\N,0,2,49,Technology Related Job,2,NM,392,105,No,No,0.83,402,201,0,2015,2 -70,213602,0.06,0.01,4251027150,7408,Yes,High School or below,Male,Yes,Single,97,\N,2,0,68,Non-technology Related Job,175,NC,89,120,No,Yes,0.29,4579,915,0,2015,1 -70,213602,0.06,0.01,4251027150,7408,Yes,High School or below,Male,Yes,Single,97,\N,2,0,68,Non-technology Related Job,175,NC,89,120,No,Yes,0.29,3043,608,0,2015,2 -72,18559,0.01,0,4251012498,7409,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,3,2,37,Non-technology Related Job,351,MO,188,155,No,No,0.82,2083,1041,0,2015,1 -72,18559,0.01,0,4251012498,7409,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,3,2,37,Non-technology Related Job,351,MO,188,155,No,No,0.82,2382,794,0,2015,2 -74,73517,0.05,0,4251059409,7410,Yes,Bachelor or equivalent,Female,No,Single,39,\N,0,4,6,Non-technology Related Job,27,LA,288,190,No,No,0.35,5191,648,0,2015,1 -74,73517,0.05,0,4251059409,7410,Yes,Bachelor or equivalent,Female,No,Single,39,\N,0,4,6,Non-technology Related Job,27,LA,288,190,No,No,0.35,3205,1068,0,2015,2 -62,15603,0.04,0.01,4251078941,7411,Yes,Master or equivalent,Male,Yes,Single,79,\N,3,6,98,Technology Related Job,391,MO,193,70,No,No,0.63,7305,811,0,2015,1 -62,15603,0.04,0.01,4251078941,7411,Yes,Master or equivalent,Male,Yes,Single,79,\N,3,6,98,Technology Related Job,391,MO,193,70,No,No,0.63,9211,837,0,2015,2 -24,126503,0.02,0.01,4251023219,7412,Yes,Master or equivalent,Female,Yes,Single,17,\N,0,4,16,Technology Related Job,64,NE,390,85,No,No,0.09,6008,1001,0,2015,1 -24,126503,0.02,0.01,4251023219,7412,Yes,Master or equivalent,Female,Yes,Single,17,\N,0,4,16,Technology Related Job,64,NE,390,85,No,No,0.09,1809,904,0,2015,2 -26,181461,0.06,0.01,4251070706,7413,Yes,Master or equivalent,Male,Yes,Married,108,\N,1,6,85,Non-technology Related Job,240,MD,490,120,No,No,0.62,3444,688,0,2015,1 -26,181461,0.06,0.01,4251070706,7413,Yes,Master or equivalent,Male,Yes,Married,108,\N,1,6,85,Non-technology Related Job,240,MD,490,120,No,No,0.62,2335,583,0,2015,2 -28,236418,0.02,0,4251041530,7414,Yes,High School or below,Male,Yes,Single,79,\N,2,0,55,Non-technology Related Job,416,ID,89,155,No,No,0.15,2645,661,0,2015,1 -28,236418,0.02,0,4251041530,7414,Yes,High School or below,Male,Yes,Single,79,\N,2,0,55,Non-technology Related Job,416,ID,89,155,No,No,0.15,6319,1053,0,2015,2 -30,41376,0.05,0,4251025063,7415,Yes,High School or below,Female,Yes,Married,50,\N,3,2,24,Non-technology Related Job,92,CA,188,190,No,No,0.68,2621,873,0,2015,1 -30,41376,0.05,0,4251025063,7415,Yes,High School or below,Female,Yes,Married,50,\N,3,2,24,Non-technology Related Job,92,CA,188,190,No,No,0.68,6139,682,0,2015,2 -46,39404,0.07,0.01,4251042235,7416,Yes,High School or below,Male,Yes,Single,57,\N,2,0,65,Technology Related Job,452,MI,192,50,No,No,0.89,5500,1100,0,2015,1 -46,39404,0.07,0.01,4251042235,7416,Yes,High School or below,Male,Yes,Single,57,\N,2,0,65,Technology Related Job,452,MI,192,50,No,No,0.89,7316,1045,0,2015,2 -49,94362,0.03,0.01,4251025593,7417,Yes,High School or below,Female,Yes,Married,28,\N,3,2,34,Technology Related Job,129,IA,291,85,No,No,0.42,4808,961,0,2015,1 -49,94362,0.03,0.01,4251025593,7417,Yes,High School or below,Female,Yes,Married,28,\N,3,2,34,Technology Related Job,129,IA,291,85,No,No,0.42,3002,500,0,2015,2 -51,149319,0.07,0.01,4251015744,7418,Yes,High School or below,Female,Yes,Single,119,\N,0,4,3,Non-technology Related Job,305,CT,390,120,No,No,0.96,5233,581,0,2015,1 -51,149319,0.07,0.01,4251015744,7418,Yes,High School or below,Female,Yes,Single,119,\N,0,4,3,Non-technology Related Job,305,CT,390,120,No,No,0.96,3895,649,0,2015,2 -53,204277,0.02,0,4251069908,7419,Yes,High School or below,Female,Yes,Married,90,\N,2,6,73,Non-technology Related Job,481,WY,490,155,No,Yes,0.49,5879,839,0,2015,1 -53,204277,0.02,0,4251069908,7419,Yes,High School or below,Female,Yes,Married,90,\N,2,6,73,Non-technology Related Job,481,WY,490,155,No,Yes,0.49,5610,801,0,2015,2 -69,202306,0.04,0.02,4251044459,7420,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,0,4,13,Technology Related Job,341,KY,493,15,No,No,0.7,3372,421,0,2015,1 -69,202306,0.04,0.02,4251044459,7420,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,0,4,13,Technology Related Job,341,KY,493,15,No,No,0.7,5806,645,0,2015,2 -71,7263,0,0.01,4251038310,7421,Yes,Bachelor or equivalent,Female,No,Married,68,\N,1,6,82,Technology Related Job,18,FL,92,50,No,No,0.23,5023,717,0,2015,1 -71,7263,0,0.01,4251038310,7421,Yes,Bachelor or equivalent,Female,No,Married,68,\N,1,6,82,Technology Related Job,18,FL,92,50,No,No,0.23,1909,381,0,2015,2 -73,62221,0.03,0.01,4251028804,7422,Yes,Master or equivalent,Male,Yes,Single,39,\N,3,0,52,Non-technology Related Job,194,AK,192,84,Yes,Yes,0.76,1156,578,0,2015,1 -73,62221,0.03,0.01,4251028804,7422,Yes,Master or equivalent,Male,Yes,Single,39,\N,3,0,52,Non-technology Related Job,194,AK,192,84,Yes,Yes,0.76,6108,763,0,2015,2 -75,117178,0.07,0,4251013713,7423,Yes,Master or equivalent,Male,Yes,Married,10,\N,0,2,21,Non-technology Related Job,370,VT,291,119,No,No,0.29,3524,881,0,2015,1 -75,117178,0.07,0,4251013713,7423,Yes,Master or equivalent,Male,Yes,Married,10,\N,0,2,21,Non-technology Related Job,370,VT,291,119,No,No,0.29,211,211,0,2015,2 -23,115207,0.01,0.02,4251097978,7424,Yes,High School or below,Male,Yes,Single,17,\N,2,0,62,Technology Related Job,230,HI,294,229,No,No,0.5,2850,712,0,2015,1 -23,115207,0.01,0.02,4251097978,7424,Yes,High School or below,Male,Yes,Single,17,\N,2,0,62,Technology Related Job,230,HI,294,229,No,No,0.5,4935,616,0,2015,2 -23,115207,0.01,0.02,4251097978,7424,Yes,High School or below,Male,Yes,Single,17,\N,2,0,62,Technology Related Job,230,HI,294,229,No,No,0.5,1030,1030,0,2015,3 -25,170165,0.05,0.02,4251073804,7425,No,High School or below,Male,Yes,Married,108,\N,0,2,31,Technology Related Job,406,AR,393,14,No,No,0.03,2438,609,1,2015,1 -25,170165,0.05,0.02,4251073804,7425,No,High School or below,Male,Yes,Married,108,\N,0,2,31,Technology Related Job,406,AR,393,14,No,No,0.03,840,840,1,2015,2 -27,225122,0,0.01,4251083292,7426,Yes,High School or below,Female,Yes,Single,79,\N,1,4,0,Technology Related Job,83,WA,493,49,No,No,0.56,5481,913,0,2015,1 -27,225122,0,0.01,4251083292,7426,Yes,High School or below,Female,Yes,Single,79,\N,1,4,0,Technology Related Job,83,WA,493,49,No,No,0.56,2165,541,0,2015,2 -30,30079,0.04,0.01,4251085729,7427,Yes,High School or below,Female,No,Married,50,\N,2,6,70,Non-technology Related Job,259,RI,92,84,No,No,0.09,2807,561,1,2015,1 -30,30079,0.04,0.01,4251085729,7427,Yes,High School or below,Female,No,Married,50,\N,2,6,70,Non-technology Related Job,259,RI,92,84,No,No,0.09,3416,1138,1,2015,2 -45,28108,0.06,0.02,4251014087,7428,Yes,High School or below,Female,Yes,Single,57,\N,1,4,10,Technology Related Job,119,CO,95,194,No,No,0.3,4053,810,0,2015,1 -45,28108,0.06,0.02,4251014087,7428,Yes,High School or below,Female,Yes,Single,57,\N,1,4,10,Technology Related Job,119,CO,95,194,No,No,0.3,5702,1140,0,2015,2 -48,83066,0.02,0.02,4251021683,7429,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,2,6,79,Technology Related Job,295,WI,195,229,No,No,0.83,4793,1198,0,2015,1 -48,83066,0.02,0.02,4251021683,7429,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,2,6,79,Technology Related Job,295,WI,195,229,No,No,0.83,4300,614,0,2015,2 -50,138023,0.05,0.02,4251020038,7430,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,3,0,49,Technology Related Job,472,SD,294,14,No,No,0.37,5217,745,0,2015,1 -50,138023,0.05,0.02,4251020038,7430,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,3,0,49,Technology Related Job,472,SD,294,14,No,No,0.37,3864,644,0,2015,2 -50,138023,0.05,0.02,4251020038,7430,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,3,0,49,Technology Related Job,472,SD,294,14,No,No,0.37,996,996,0,2015,3 -52,192981,0.01,0.01,4251097282,7431,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,0,2,18,Technology Related Job,148,ND,393,49,No,No,0.9,1695,847,0,2015,1 -52,192981,0.01,0.01,4251097282,7431,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,0,2,18,Technology Related Job,148,ND,393,49,No,No,0.9,1343,447,0,2015,2 -14,53881,0.07,0.02,4251067293,7432,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,2,0,37,Non-technology Related Job,320,OK,90,64,No,No,0.35,4501,750,1,2015,1 -14,53881,0.07,0.02,4251067293,7432,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,2,0,37,Non-technology Related Job,320,OK,90,64,No,No,0.35,5478,913,1,2015,2 -70,245967,0.07,0.02,4251036790,7433,Yes,PhD or equivalent,Male,Yes,Married,68,\N,0,2,28,Technology Related Job,184,UT,496,194,No,Yes,0.64,4213,526,0,2015,1 -70,245967,0.07,0.02,4251036790,7433,Yes,PhD or equivalent,Male,Yes,Married,68,\N,0,2,28,Technology Related Job,184,UT,496,194,No,Yes,0.64,5485,783,0,2015,2 -70,245967,0.07,0.02,4251036790,7433,Yes,PhD or equivalent,Male,Yes,Married,68,\N,0,2,28,Technology Related Job,184,UT,496,194,No,Yes,0.64,1310,1310,0,2015,3 -72,50925,0.02,0.02,4251065294,7434,Yes,High School or below,Male,Yes,Single,39,\N,1,4,97,Technology Related Job,360,OK,95,229,No,No,0.17,3542,885,0,2015,1 -72,50925,0.02,0.02,4251065294,7434,Yes,High School or below,Male,Yes,Single,39,\N,1,4,97,Technology Related Job,360,OK,95,229,No,No,0.17,5516,1103,0,2015,2 -74,105882,0.06,0.02,4251010471,7435,Yes,High School or below,Female,Yes,Single,10,\N,3,6,67,Technology Related Job,37,NH,195,14,No,No,0.7,2999,499,0,2015,1 -74,105882,0.06,0.02,4251010471,7435,Yes,High School or below,Female,Yes,Single,10,\N,3,6,67,Technology Related Job,37,NH,195,14,No,No,0.7,872,290,0,2015,2 -37,216782,0.04,0.02,4251060608,7436,Yes,High School or below,Male,Yes,Married,67,\N,0,4,85,Non-technology Related Job,209,NM,392,29,No,No,0.16,2894,578,0,2015,1 -37,216782,0.04,0.02,4251060608,7436,Yes,High School or below,Male,Yes,Married,67,\N,0,4,85,Non-technology Related Job,209,NM,392,29,No,No,0.16,3040,1013,0,2015,2 -39,21740,0,0.02,4251070477,7437,Yes,High School or below,Male,Yes,Married,38,\N,1,6,55,Non-technology Related Job,385,MN,491,64,No,No,0.69,2652,663,0,2015,1 -39,21740,0,0.02,4251070477,7437,Yes,High School or below,Male,Yes,Married,38,\N,1,6,55,Non-technology Related Job,385,MN,491,64,No,No,0.69,3227,645,0,2015,2 -27,213826,0.07,0.02,4251080785,7438,Yes,High School or below,Female,No,Married,79,\N,3,0,46,Technology Related Job,249,NM,397,194,No,No,0.97,2157,539,0,2015,1 -27,213826,0.07,0.02,4251080785,7438,Yes,High School or below,Female,No,Married,79,\N,3,0,46,Technology Related Job,249,NM,397,194,No,No,0.97,1283,427,0,2015,2 -29,18783,0.03,0.02,4251044981,7439,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,1,2,15,Technology Related Job,426,MN,496,229,No,No,0.5,2960,422,0,2015,1 -29,18783,0.03,0.02,4251044981,7439,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,1,2,15,Technology Related Job,426,MN,496,229,No,No,0.5,81,81,0,2015,2 -59,129684,0.01,0.02,4251028596,7440,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,2,0,34,Non-technology Related Job,98,MO,193,244,No,No,0.96,2982,426,0,2015,1 -59,129684,0.01,0.02,4251028596,7440,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,2,0,34,Non-technology Related Job,98,MO,193,244,No,No,0.96,7357,613,0,2015,2 -61,184641,0.04,0.02,4251050327,7441,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,3,2,3,Non-technology Related Job,274,LA,292,29,No,No,0.49,6300,900,0,2015,1 -61,184641,0.04,0.02,4251050327,7441,Yes,Bachelor or equivalent,Female,Yes,Married,78,\N,3,2,3,Non-technology Related Job,274,LA,292,29,No,No,0.49,3789,947,0,2015,2 -63,239599,0,0.02,4251041322,7442,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,4,72,Non-technology Related Job,450,HI,392,64,No,No,0.02,1295,647,0,2015,1 -63,239599,0,0.02,4251041322,7442,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,4,72,Non-technology Related Job,450,HI,392,64,No,No,0.02,1282,641,0,2015,2 -63,239599,0,0.02,4251041322,7442,Yes,Bachelor or equivalent,Male,Yes,Single,49,\N,0,4,72,Non-technology Related Job,450,HI,392,64,No,No,0.02,529,529,0,2015,3 -51,181685,0,0.02,4251013660,7443,Yes,Master or equivalent,Female,Yes,Single,89,\N,3,6,64,Technology Related Job,314,LA,297,194,No,No,0.31,2855,713,0,2015,1 -51,181685,0,0.02,4251013660,7443,Yes,Master or equivalent,Female,Yes,Single,89,\N,3,6,64,Technology Related Job,314,LA,297,194,No,No,0.31,2197,732,0,2015,2 -13,42585,0.06,0.03,4251065784,7444,Yes,PhD or equivalent,Male,No,Single,27,\N,0,4,82,Non-technology Related Job,487,MD,494,209,No,No,0.76,6316,789,0,2015,1 -13,42585,0.06,0.03,4251065784,7444,Yes,PhD or equivalent,Male,No,Single,27,\N,0,4,82,Non-technology Related Job,487,MD,494,209,No,No,0.76,5787,826,0,2015,2 -16,97542,0.01,0.02,4251028833,7445,No,High School or below,Male,Yes,Married,118,\N,1,6,52,Non-technology Related Job,163,IL,94,244,No,No,0.29,4528,754,0,2015,1 -16,97542,0.01,0.02,4251028833,7445,No,High School or below,Male,Yes,Married,118,\N,1,6,52,Non-technology Related Job,163,IL,94,244,No,No,0.29,2309,461,0,2015,2 -18,152500,0.05,0.02,4251099450,7446,Yes,High School or below,Female,Yes,Single,89,\N,3,0,21,Non-technology Related Job,339,CA,193,29,No,Yes,0.82,6822,758,0,2015,1 -18,152500,0.05,0.02,4251099450,7446,Yes,High School or below,Female,Yes,Single,89,\N,3,0,21,Non-technology Related Job,339,CA,193,29,No,Yes,0.82,9806,980,0,2015,2 -20,207457,0.01,0.02,4251025401,7447,Yes,High School or below,Female,Yes,Married,60,\N,0,2,90,Non-technology Related Job,16,WV,292,64,No,No,0.35,2961,740,0,2015,1 -20,207457,0.01,0.02,4251025401,7447,Yes,High School or below,Female,Yes,Married,60,\N,0,2,90,Non-technology Related Job,16,WV,292,64,No,No,0.35,1196,598,0,2015,2 -20,207457,0.01,0.02,4251025401,7447,Yes,High School or below,Female,Yes,Married,60,\N,0,2,90,Non-technology Related Job,16,WV,292,64,No,No,0.35,1259,1259,0,2015,3 -36,205486,0.03,0.03,4251037011,7448,Yes,High School or below,Female,Yes,Single,67,\N,2,0,31,Non-technology Related Job,376,IA,296,174,No,No,0.57,2165,541,1,2015,1 -36,205486,0.03,0.03,4251037011,7448,Yes,High School or below,Female,Yes,Single,67,\N,2,0,31,Non-technology Related Job,376,IA,296,174,No,No,0.57,5994,666,1,2015,2 -38,10444,0.06,0.03,4251030476,7449,Yes,High School or below,Female,Yes,Married,38,\N,0,2,0,Non-technology Related Job,52,CT,395,209,Yes,Yes,0.1,8288,828,0,2015,1 -38,10444,0.06,0.03,4251030476,7449,Yes,High School or below,Female,Yes,Married,38,\N,0,2,0,Non-technology Related Job,52,CT,395,209,Yes,Yes,0.1,6599,733,0,2015,2 -40,65401,0.02,0.02,4251098806,7450,Yes,Bachelor or equivalent,Female,No,Single,9,\N,1,4,69,Non-technology Related Job,228,WY,494,244,No,No,0.63,9280,928,1,2015,1 -40,65401,0.02,0.02,4251098806,7450,Yes,Bachelor or equivalent,Female,No,Single,9,\N,1,4,69,Non-technology Related Job,228,WY,494,244,No,No,0.63,1885,471,1,2015,2 -42,120359,0.05,0.02,4251061023,7451,Yes,Bachelor or equivalent,Male,Yes,Married,100,\N,2,6,39,Non-technology Related Job,404,TX,93,29,No,No,0.16,5324,665,0,2015,1 -42,120359,0.05,0.02,4251061023,7451,Yes,Bachelor or equivalent,Male,Yes,Married,100,\N,2,6,39,Non-technology Related Job,404,TX,93,29,No,No,0.16,3489,872,0,2015,2 -58,118388,0,0,4251090155,7452,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,1,4,79,Technology Related Job,265,FL,97,139,No,No,0.37,6069,758,0,2015,1 -58,118388,0,0,4251090155,7452,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,1,4,79,Technology Related Job,265,FL,97,139,No,No,0.37,5144,1028,0,2015,2 -60,173345,0.03,0.03,4251015608,7453,Yes,Master or equivalent,Male,Yes,Married,78,\N,2,6,49,Non-technology Related Job,441,AK,196,174,No,No,0.9,2483,620,0,2015,1 -60,173345,0.03,0.03,4251015608,7453,Yes,Master or equivalent,Male,Yes,Married,78,\N,2,6,49,Non-technology Related Job,441,AK,196,174,No,No,0.9,3569,713,0,2015,2 -62,228302,0.07,0.03,4251083956,7454,Yes,Master or equivalent,Male,Yes,Single,49,\N,3,0,18,Non-technology Related Job,117,VT,295,209,No,No,0.43,3630,726,0,2015,1 -62,228302,0.07,0.03,4251083956,7454,Yes,Master or equivalent,Male,Yes,Single,49,\N,3,0,18,Non-technology Related Job,117,VT,295,209,No,No,0.43,3327,665,0,2015,2 -65,33260,0.02,0.02,4251068682,7455,Yes,PhD or equivalent,Female,Yes,Married,20,\N,0,2,87,Non-technology Related Job,293,OR,395,244,No,No,0.96,4770,954,0,2015,1 -65,33260,0.02,0.02,4251068682,7455,Yes,PhD or equivalent,Female,Yes,Married,20,\N,0,2,87,Non-technology Related Job,293,OR,395,244,No,No,0.96,3663,732,0,2015,2 -13,31289,0.04,0,4251066477,7456,Yes,High School or below,Male,Yes,Single,27,\N,3,0,28,Technology Related Job,153,AR,398,104,No,No,0.17,7519,751,0,2015,1 -13,31289,0.04,0,4251066477,7456,Yes,High School or below,Male,Yes,Single,27,\N,3,0,28,Technology Related Job,153,AR,398,104,No,No,0.17,899,299,0,2015,2 -15,86246,0,0,4251080067,7457,Yes,High School or below,Female,No,Married,118,\N,0,2,97,Non-technology Related Job,330,WA,497,139,No,No,0.7,11485,957,0,2015,1 -15,86246,0,0,4251080067,7457,Yes,High School or below,Female,No,Married,118,\N,0,2,97,Non-technology Related Job,330,WA,497,139,No,No,0.7,6376,1062,0,2015,2 -17,141204,0.04,0.03,4251093325,7458,Yes,High School or below,Female,Yes,Single,89,\N,1,4,66,Non-technology Related Job,6,RI,97,174,No,No,0.23,3184,636,0,2015,1 -17,141204,0.04,0.03,4251093325,7458,Yes,High School or below,Female,Yes,Single,89,\N,1,4,66,Non-technology Related Job,6,RI,97,174,No,No,0.23,187,187,0,2015,2 -19,196161,0.07,0.03,4251033542,7459,Yes,High School or below,Male,Yes,Married,60,\N,3,6,36,Non-technology Related Job,182,NY,196,209,No,No,0.76,5641,805,0,2015,1 -19,196161,0.07,0.03,4251033542,7459,Yes,High School or below,Male,Yes,Married,60,\N,3,6,36,Non-technology Related Job,182,NY,196,209,No,No,0.76,1269,634,0,2015,2 -35,194190,0.01,0,4251066322,7460,Yes,Bachelor or equivalent,Female,Yes,Single,67,\N,1,4,76,Technology Related Job,42,WI,199,69,No,Yes,0.98,3573,714,0,2015,2 -37,249148,0.05,0,4251055186,7461,Yes,Bachelor or equivalent,Male,No,Married,38,\N,2,6,46,Technology Related Job,219,TN,299,104,No,No,0.51,2160,1080,0,2015,1 -39,54105,0.01,0.03,4251043429,7462,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,0,0,15,Non-technology Related Job,395,ND,398,139,No,No,0.04,4500,900,0,2015,1 -39,54105,0.01,0.03,4251043429,7462,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,0,0,15,Non-technology Related Job,395,ND,398,139,No,No,0.04,2255,563,0,2015,2 -41,109062,0.04,0.03,4251030207,7463,Yes,Bachelor or equivalent,Male,No,Married,100,\N,1,2,84,Non-technology Related Job,71,NE,497,174,No,No,0.57,3370,842,0,2015,1 -41,109062,0.04,0.03,4251030207,7463,Yes,Bachelor or equivalent,Male,No,Married,100,\N,1,2,84,Non-technology Related Job,71,NE,497,174,No,No,0.57,3289,657,0,2015,2 -72,219963,0.02,0.03,4251041166,7464,Yes,Master or equivalent,Female,Yes,Married,38,\N,2,0,3,Others,243,NH,194,189,No,No,0.02,1661,415,0,2015,1 -72,219963,0.02,0.03,4251041166,7464,Yes,Master or equivalent,Female,Yes,Married,38,\N,2,0,3,Others,243,NH,194,189,No,No,0.02,2499,499,0,2015,2 -59,162049,0.02,0,4251098557,7465,Yes,High School or below,Male,Yes,Married,78,\N,0,2,94,Technology Related Job,107,OK,100,69,No,No,0.31,1558,519,0,2015,1 -59,162049,0.02,0,4251098557,7465,Yes,High School or below,Male,Yes,Married,78,\N,0,2,94,Technology Related Job,107,OK,100,69,No,No,0.31,3083,616,0,2015,2 -62,217006,0.05,0,4251038783,7466,Yes,High School or below,Female,Yes,Single,49,\N,2,4,63,Technology Related Job,284,NH,199,104,No,No,0.84,4555,911,0,2015,1 -62,217006,0.05,0,4251038783,7466,Yes,High School or below,Female,Yes,Single,49,\N,2,4,63,Technology Related Job,284,NH,199,104,No,No,0.84,2264,566,0,2015,2 -64,21964,0.01,0.03,4251069814,7467,Yes,High School or below,Female,No,Married,20,\N,3,6,33,Non-technology Related Job,460,MI,299,139,No,No,0.37,2565,513,0,2015,1 -64,21964,0.01,0.03,4251069814,7467,Yes,High School or below,Female,No,Married,20,\N,3,6,33,Non-technology Related Job,460,MI,299,139,No,No,0.37,8988,898,0,2015,2 -26,132864,0.07,0,4251041085,7468,Yes,High School or below,Male,Yes,Married,78,\N,0,4,51,Non-technology Related Job,132,MN,496,154,No,No,0.83,3303,825,1,2015,1 -26,132864,0.07,0,4251041085,7468,Yes,High School or below,Male,Yes,Married,78,\N,0,4,51,Non-technology Related Job,132,MN,496,154,No,No,0.83,6747,963,1,2015,2 -28,187822,0.03,0.03,4251028919,7469,Yes,High School or below,Female,Yes,Single,48,\N,1,6,21,Others,309,KS,95,189,No,No,0.36,4227,704,0,2015,1 -28,187822,0.03,0.03,4251028919,7469,Yes,High School or below,Female,Yes,Single,48,\N,1,6,21,Others,309,KS,95,189,No,No,0.36,2227,556,0,2015,2 -28,187822,0.03,0.03,4251028919,7469,Yes,High School or below,Female,Yes,Single,48,\N,1,6,21,Others,309,KS,95,189,No,No,0.36,1234,1234,0,2015,3 -16,129908,0.02,0,4251058392,7470,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,0,0,12,Technology Related Job,173,MS,1,69,No,No,0.64,1377,688,0,2015,1 -16,129908,0.02,0,4251058392,7470,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,0,0,12,Technology Related Job,173,MS,1,69,No,No,0.64,3364,480,0,2015,2 -18,184865,0.06,0,4251087549,7471,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,1,2,81,Technology Related Job,349,KS,100,104,No,Yes,0.18,4434,633,0,2015,1 -18,184865,0.06,0,4251087549,7471,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,1,2,81,Technology Related Job,349,KS,100,104,No,Yes,0.18,3653,913,0,2015,2 -49,45765,0.04,0,4251034586,7472,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,2,0,0,Non-technology Related Job,21,LA,297,119,No,No,0.63,2631,657,0,2015,1 -49,45765,0.04,0,4251034586,7472,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,2,0,0,Non-technology Related Job,21,LA,297,119,No,No,0.63,4687,468,0,2015,2 -49,45765,0.04,0,4251034586,7472,Yes,Bachelor or equivalent,Female,Yes,Married,117,\N,2,0,0,Non-technology Related Job,21,LA,297,119,No,No,0.63,6,6,0,2015,3 -51,100723,0,0,4251048164,7473,Yes,Bachelor or equivalent,Male,No,Married,88,\N,0,2,69,Non-technology Related Job,197,HI,396,154,No,Yes,0.16,2661,887,0,2015,1 -51,100723,0,0,4251048164,7473,Yes,Bachelor or equivalent,Male,No,Married,88,\N,0,2,69,Non-technology Related Job,197,HI,396,154,No,Yes,0.16,4899,979,0,2015,2 -53,155680,0.03,0.03,4251071382,7474,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,1,4,39,Others,374,AZ,496,189,No,No,0.69,2138,712,0,2015,1 -53,155680,0.03,0.03,4251071382,7474,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,1,4,39,Others,374,AZ,496,189,No,No,0.69,1887,471,0,2015,2 -40,97766,0.03,0,4251083901,7475,Yes,PhD or equivalent,Female,Yes,Single,99,\N,3,6,30,Technology Related Job,238,HI,401,69,No,No,0.98,3951,790,0,2015,1 -40,97766,0.03,0,4251083901,7475,Yes,PhD or equivalent,Female,Yes,Single,99,\N,3,6,30,Technology Related Job,238,HI,401,69,No,No,0.98,3458,691,0,2015,2 -71,208667,0.01,0.01,4251059684,7476,Yes,High School or below,Male,Yes,Single,37,\N,1,4,48,Non-technology Related Job,410,IL,98,84,No,Yes,0.43,3901,780,0,2015,1 -71,208667,0.01,0.01,4251059684,7476,Yes,High School or below,Male,Yes,Single,37,\N,1,4,48,Non-technology Related Job,410,IL,98,84,No,Yes,0.43,1708,569,0,2015,2 -73,13624,0.05,0,4251030097,7477,Yes,High School or below,Male,Yes,Married,8,\N,2,6,18,Non-technology Related Job,86,CA,198,119,No,No,0.97,2876,719,0,2015,1 -73,13624,0.05,0,4251030097,7477,Yes,High School or below,Male,Yes,Married,8,\N,2,6,18,Non-technology Related Job,86,CA,198,119,No,No,0.97,3650,730,0,2015,2 -75,68582,0,0,4251054235,7478,Yes,High School or below,Female,Yes,Single,99,\N,3,0,87,Non-technology Related Job,263,WV,297,154,No,No,0.5,2828,707,0,2015,1 -75,68582,0,0,4251054235,7478,Yes,High School or below,Female,Yes,Single,99,\N,3,0,87,Non-technology Related Job,263,WV,297,154,No,No,0.5,1318,329,0,2015,2 -75,68582,0,0,4251054235,7478,Yes,High School or below,Female,Yes,Single,99,\N,3,0,87,Non-technology Related Job,263,WV,297,154,No,No,0.5,166,166,0,2015,3 -77,123539,0.04,0.03,4251088551,7479,Yes,High School or below,Female,No,Married,70,\N,0,2,56,Others,439,SD,396,189,No,No,0.03,5954,744,0,2015,1 -77,123539,0.04,0.03,4251088551,7479,Yes,High School or below,Female,No,Married,70,\N,0,2,56,Others,439,SD,396,189,No,No,0.03,2161,540,0,2015,2 -25,121568,0.06,0.01,4251052289,7480,Yes,High School or below,Female,No,Single,77,\N,3,0,97,Non-technology Related Job,299,DE,400,49,No,No,0.24,5470,781,0,2015,1 -25,121568,0.06,0.01,4251052289,7480,Yes,High School or below,Female,No,Single,77,\N,3,0,97,Non-technology Related Job,299,DE,400,49,No,No,0.24,2014,1007,0,2015,2 -27,176526,0.02,0.01,4251027004,7481,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,0,2,66,Non-technology Related Job,475,WY,499,84,No,No,0.77,1782,594,0,2015,1 -27,176526,0.02,0.01,4251027004,7481,Yes,Bachelor or equivalent,Female,Yes,Married,48,\N,0,2,66,Non-technology Related Job,475,WY,499,84,No,No,0.77,4156,1039,0,2015,2 -30,231483,0.05,0,4251069862,7482,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,1,4,36,Non-technology Related Job,151,TX,98,119,No,No,0.3,1951,650,1,2015,1 -30,231483,0.05,0,4251069862,7482,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,1,4,36,Non-technology Related Job,151,TX,98,119,No,No,0.3,3685,614,1,2015,2 -30,231483,0.05,0,4251069862,7482,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,1,4,36,Non-technology Related Job,151,TX,98,119,No,No,0.3,1162,1162,1,2015,3 -32,36440,0.01,0,4251029121,7483,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,3,6,5,Non-technology Related Job,328,OH,197,154,No,No,0.83,5065,844,0,2015,1 -32,36440,0.01,0,4251029121,7483,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,3,6,5,Non-technology Related Job,328,OH,197,154,No,No,0.83,4042,808,0,2015,2 -32,36440,0.01,0,4251029121,7483,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,3,6,5,Non-technology Related Job,328,OH,197,154,No,No,0.83,660,660,0,2015,3 -48,34469,0.03,0.01,4251081184,7484,Yes,Master or equivalent,Male,Yes,Single,117,\N,1,4,45,Non-technology Related Job,188,AK,201,14,No,No,0.04,3440,860,0,2015,1 -48,34469,0.03,0.01,4251081184,7484,Yes,Master or equivalent,Male,Yes,Single,117,\N,1,4,45,Non-technology Related Job,188,AK,201,14,No,No,0.04,5795,643,0,2015,2 -48,34469,0.03,0.01,4251081184,7484,Yes,Master or equivalent,Male,Yes,Single,117,\N,1,4,45,Non-technology Related Job,188,AK,201,14,No,No,0.04,557,557,0,2015,3 -50,89427,0.06,0.01,4251042689,7485,Yes,Master or equivalent,Male,Yes,Married,88,\N,2,6,15,Non-technology Related Job,364,VT,300,49,No,No,0.57,6282,785,0,2015,1 -50,89427,0.06,0.01,4251042689,7485,Yes,Master or equivalent,Male,Yes,Married,88,\N,2,6,15,Non-technology Related Job,364,VT,300,49,No,No,0.57,5155,644,0,2015,2 -52,144384,0.02,0.01,4251015963,7486,Yes,PhD or equivalent,Female,No,Single,59,\N,0,0,84,Non-technology Related Job,40,OR,399,84,No,No,0.1,3442,688,0,2015,1 -52,144384,0.02,0.01,4251015963,7486,Yes,PhD or equivalent,Female,No,Single,59,\N,0,0,84,Non-technology Related Job,40,OR,399,84,No,No,0.1,4788,435,0,2015,2 -54,199342,0.06,0,4251078946,7487,Yes,High School or below,Female,Yes,Married,30,\N,1,2,53,Non-technology Related Job,217,NJ,499,119,No,Yes,0.63,1186,395,0,2015,1 -54,199342,0.06,0,4251078946,7487,Yes,High School or below,Female,Yes,Married,30,\N,1,2,53,Non-technology Related Job,217,NJ,499,119,No,Yes,0.63,3948,564,0,2015,2 -70,197371,0,0.02,4251037704,7488,Yes,High School or below,Female,Yes,Single,37,\N,3,0,94,Non-technology Related Job,77,WA,2,229,No,No,0.84,6847,855,0,2015,1 -70,197371,0,0.02,4251037704,7488,Yes,High School or below,Female,Yes,Single,37,\N,3,0,94,Non-technology Related Job,77,WA,2,229,No,No,0.84,4971,828,0,2015,2 -72,2328,0.03,0.01,4251049009,7489,Yes,High School or below,Female,Yes,Married,8,\N,0,2,63,Non-technology Related Job,253,SC,101,14,No,No,0.38,5012,626,0,2015,1 -72,2328,0.03,0.01,4251049009,7489,Yes,High School or below,Female,Yes,Married,8,\N,0,2,63,Non-technology Related Job,253,SC,101,14,No,No,0.38,1937,276,0,2015,2 -74,57286,0.07,0.01,4251096169,7490,Yes,High School or below,Female,Yes,Single,99,\N,2,4,33,Non-technology Related Job,429,NY,201,49,No,No,0.91,5419,677,0,2015,1 -74,57286,0.07,0.01,4251096169,7490,Yes,High School or below,Female,Yes,Single,99,\N,2,4,33,Non-technology Related Job,429,NY,201,49,No,No,0.91,2476,825,0,2015,2 -76,112243,0.03,0.01,4251078422,7491,Yes,High School or below,Male,Yes,Married,70,\N,3,6,2,Non-technology Related Job,105,MO,300,84,No,No,0.44,4768,794,0,2015,1 -76,112243,0.03,0.01,4251078422,7491,Yes,High School or below,Male,Yes,Married,70,\N,3,6,2,Non-technology Related Job,105,MO,300,84,No,No,0.44,4242,707,0,2015,2 -24,110272,0.05,0.02,4251032159,7492,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,1,4,42,Technology Related Job,466,TN,303,194,No,No,0.65,5895,842,0,2015,1 -24,110272,0.05,0.02,4251032159,7492,Yes,Bachelor or equivalent,Male,Yes,Single,77,\N,1,4,42,Technology Related Job,466,TN,303,194,No,No,0.65,3027,504,0,2015,2 -26,165229,0,0.02,4251055109,7493,Yes,Bachelor or equivalent,Male,Yes,Married,48,\N,3,6,12,Non-technology Related Job,142,ND,403,229,No,No,0.18,4209,1052,1,2015,1 -26,165229,0,0.02,4251055109,7493,Yes,Bachelor or equivalent,Male,Yes,Married,48,\N,3,6,12,Non-technology Related Job,142,ND,403,229,No,No,0.18,4107,513,1,2015,2 -29,220187,0.04,0.01,4251022404,7494,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,0,0,81,Non-technology Related Job,318,NE,2,14,No,No,0.71,1358,679,0,2015,1 -29,220187,0.04,0.01,4251022404,7494,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,0,0,81,Non-technology Related Job,318,NE,2,14,No,No,0.71,2647,882,0,2015,2 -31,25144,0.07,0.01,4251059549,7495,Yes,Master or equivalent,Female,Yes,Married,110,\N,1,2,50,Non-technology Related Job,494,MD,101,49,No,No,0.24,6131,681,0,2015,1 -31,25144,0.07,0.01,4251059549,7495,Yes,Master or equivalent,Female,Yes,Married,110,\N,1,2,50,Non-technology Related Job,494,MD,101,49,No,No,0.24,1646,823,0,2015,2 -61,136045,0.06,0.01,4251035417,7496,Yes,Master or equivalent,Male,No,Married,48,\N,2,0,69,Others,167,MA,298,64,No,No,0.7,4085,680,0,2015,1 -61,136045,0.06,0.01,4251035417,7496,Yes,Master or equivalent,Male,No,Married,48,\N,2,0,69,Others,167,MA,298,64,No,No,0.7,6157,879,0,2015,2 -49,78131,0.05,0.02,4251032990,7497,Yes,High School or below,Female,No,Married,88,\N,1,2,60,Non-technology Related Job,31,NH,204,194,No,No,0.98,4016,803,0,2015,1 -49,78131,0.05,0.02,4251032990,7497,Yes,High School or below,Female,No,Married,88,\N,1,2,60,Non-technology Related Job,31,NH,204,194,No,No,0.98,3222,1074,0,2015,2 -51,133088,0.01,0.02,4251092318,7498,Yes,High School or below,Female,Yes,Single,59,\N,2,4,30,Non-technology Related Job,207,MI,303,229,Yes,Yes,0.51,1438,719,0,2015,1 -51,133088,0.01,0.02,4251092318,7498,Yes,High School or below,Female,Yes,Single,59,\N,2,4,30,Non-technology Related Job,207,MI,303,229,Yes,Yes,0.51,6512,814,0,2015,2 -53,188046,0.04,0.01,4251094202,7499,Yes,High School or below,Male,Yes,Married,30,\N,3,6,99,Non-technology Related Job,383,IN,403,14,No,No,0.04,584,292,0,2015,1 -53,188046,0.04,0.01,4251094202,7499,Yes,High School or below,Male,Yes,Married,30,\N,3,6,99,Non-technology Related Job,383,IN,403,14,No,No,0.04,4642,663,0,2015,2 -16,48946,0.03,0.02,4251064189,7500,Yes,High School or below,Female,Yes,Married,88,\N,1,4,17,Others,56,KS,100,29,No,No,0.5,6307,788,0,2015,1 -16,48946,0.03,0.02,4251064189,7500,Yes,High School or below,Female,Yes,Married,88,\N,1,4,17,Others,56,KS,100,29,No,No,0.5,5654,807,0,2015,2 -16,48946,0.03,0.02,4251064189,7500,Yes,High School or below,Female,Yes,Married,88,\N,1,4,17,Others,56,KS,100,29,No,No,0.5,892,892,0,2015,3 -18,103903,0.06,0.01,4251082788,7501,Yes,High School or below,Female,Yes,Single,58,\N,2,6,87,Others,232,FL,199,64,No,No,0.03,1992,664,0,2015,1 -18,103903,0.06,0.01,4251082788,7501,Yes,High School or below,Female,Yes,Single,58,\N,2,6,87,Others,232,FL,199,64,No,No,0.03,1571,392,0,2015,2 -18,103903,0.06,0.01,4251082788,7501,Yes,High School or below,Female,Yes,Single,58,\N,2,6,87,Others,232,FL,199,64,No,No,0.03,296,296,0,2015,3 -73,45989,0.06,0.02,4251018461,7502,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,0,0,78,Non-technology Related Job,96,KS,105,194,No,No,0.32,4763,952,0,2015,1 -73,45989,0.06,0.02,4251018461,7502,Yes,Bachelor or equivalent,Male,Yes,Single,99,\N,0,0,78,Non-technology Related Job,96,KS,105,194,No,No,0.32,5763,823,0,2015,2 -76,100947,0.01,0.02,4251081480,7503,Yes,Bachelor or equivalent,Female,No,Married,70,\N,2,2,47,Non-technology Related Job,272,FL,204,229,No,No,0.85,4467,638,0,2015,1 -76,100947,0.01,0.02,4251081480,7503,Yes,Bachelor or equivalent,Female,No,Married,70,\N,2,2,47,Non-technology Related Job,272,FL,204,229,No,No,0.85,3626,906,0,2015,2 -38,211847,0.07,0.02,4251025882,7504,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,3,0,66,Others,444,HI,401,244,No,No,0.3,6252,893,0,2015,1 -38,211847,0.07,0.02,4251025882,7504,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,3,0,66,Others,444,HI,401,244,No,No,0.3,1780,890,0,2015,2 -40,16805,0.03,0.02,4251008802,7505,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,0,2,35,Others,121,AZ,0,29,No,No,0.83,1726,575,0,2015,1 -40,16805,0.03,0.02,4251008802,7505,Yes,Bachelor or equivalent,Male,Yes,Single,98,\N,0,2,35,Others,121,AZ,0,29,No,No,0.83,3439,859,0,2015,2 -42,71762,0.07,0.01,4251036208,7506,Yes,Master or equivalent,Male,Yes,Single,69,\N,1,4,5,Others,297,VA,100,64,No,No,0.37,5377,896,0,2015,1 -42,71762,0.07,0.01,4251036208,7506,Yes,Master or equivalent,Male,Yes,Single,69,\N,1,4,5,Others,297,VA,100,64,No,No,0.37,8280,828,0,2015,2 -30,13848,0.06,0.02,4251030882,7507,Yes,High School or below,Female,Yes,Single,109,\N,0,6,96,Non-technology Related Job,161,AR,5,194,No,No,0.65,3758,536,0,2015,1 -30,13848,0.06,0.02,4251030882,7507,Yes,High School or below,Female,Yes,Single,109,\N,0,6,96,Non-technology Related Job,161,AR,5,194,No,No,0.65,2734,546,0,2015,2 -60,124749,0.04,0.02,4251015527,7508,Yes,High School or below,Male,Yes,Married,47,\N,1,4,14,Non-technology Related Job,333,CO,202,209,No,No,0.11,5399,771,0,2015,1 -60,124749,0.04,0.02,4251015527,7508,Yes,High School or below,Male,Yes,Married,47,\N,1,4,14,Non-technology Related Job,333,CO,202,209,No,No,0.11,3778,629,0,2015,2 -62,179706,0,0.02,4251019187,7509,Yes,High School or below,Female,No,Single,18,\N,2,6,84,Others,10,WV,301,244,No,No,0.64,4080,680,0,2015,1 -62,179706,0,0.02,4251019187,7509,Yes,High School or below,Female,No,Single,18,\N,2,6,84,Others,10,WV,301,244,No,No,0.64,6098,1016,0,2015,2 -65,234663,0.04,0.02,4251067404,7510,Yes,High School or below,Female,Yes,Single,109,\N,0,0,53,Others,186,SD,401,29,No,No,0.17,528,528,0,2015,1 -65,234663,0.04,0.02,4251067404,7510,Yes,High School or below,Female,Yes,Single,109,\N,0,0,53,Others,186,SD,401,29,No,No,0.17,4702,587,0,2015,2 -65,234663,0.04,0.02,4251067404,7510,Yes,High School or below,Female,Yes,Single,109,\N,0,0,53,Others,186,SD,401,29,No,No,0.17,1049,1049,0,2015,3 -67,39621,0.07,0.01,4251013691,7511,Yes,High School or below,Male,Yes,Married,80,\N,1,2,22,Others,362,NC,0,64,No,Yes,0.7,3658,731,0,2015,1 -67,39621,0.07,0.01,4251013691,7511,Yes,High School or below,Male,Yes,Married,80,\N,1,2,22,Others,362,NC,0,64,No,Yes,0.7,4809,601,0,2015,2 -15,37650,0.01,0.03,4251097794,7512,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,0,63,Non-technology Related Job,222,WY,3,174,No,No,0.91,1271,254,0,2015,1 -15,37650,0.01,0.03,4251097794,7512,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,0,63,Non-technology Related Job,222,WY,3,174,No,No,0.91,80,80,0,2015,2 -15,37650,0.01,0.03,4251097794,7512,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,0,63,Non-technology Related Job,222,WY,3,174,No,No,0.91,516,516,0,2015,3 -17,92607,0.05,0.02,4251030174,7513,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,1,2,32,Non-technology Related Job,398,TX,103,209,No,No,0.44,3510,585,0,2015,1 -17,92607,0.05,0.02,4251030174,7513,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,1,2,32,Non-technology Related Job,398,TX,103,209,No,No,0.44,3600,900,0,2015,2 -19,147565,0,0.02,4251062889,7514,Yes,Bachelor or equivalent,Male,Yes,Single,29,\N,2,4,2,Others,75,OK,202,244,No,Yes,0.97,5847,730,0,2015,1 -19,147565,0,0.02,4251062889,7514,Yes,Bachelor or equivalent,Male,Yes,Single,29,\N,2,4,2,Others,75,OK,202,244,No,Yes,0.97,3550,507,0,2015,2 -21,202522,0.04,0.02,4251074354,7515,Yes,Bachelor or equivalent,Female,No,Married,0,\N,3,6,71,Others,251,NV,301,29,No,No,0.5,3296,659,0,2015,1 -21,202522,0.04,0.02,4251074354,7515,Yes,Bachelor or equivalent,Female,No,Married,0,\N,3,6,71,Others,251,NV,301,29,No,No,0.5,3067,613,0,2015,2 -21,202522,0.04,0.02,4251074354,7515,Yes,Bachelor or equivalent,Female,No,Married,0,\N,3,6,71,Others,251,NV,301,29,No,No,0.5,380,380,0,2015,3 -23,7480,0,0.01,4251097592,7516,Yes,Master or equivalent,Female,Yes,Single,91,\N,0,0,40,Others,427,MA,401,64,No,No,0.03,3892,778,0,2015,1 -23,7480,0,0.01,4251097592,7516,Yes,Master or equivalent,Female,Yes,Single,91,\N,0,0,40,Others,427,MA,401,64,No,No,0.03,5444,680,0,2015,2 -39,5509,0.02,0.03,4251069004,7517,Yes,High School or below,Female,Yes,Married,98,\N,3,6,81,Non-technology Related Job,287,PA,404,174,No,No,0.24,4857,539,1,2015,1 -39,5509,0.02,0.03,4251069004,7517,Yes,High School or below,Female,Yes,Married,98,\N,3,6,81,Non-technology Related Job,287,PA,404,174,No,No,0.24,4843,968,1,2015,2 -41,60466,0.05,0.02,4251026703,7518,Yes,High School or below,Female,Yes,Single,69,\N,0,0,50,Non-technology Related Job,464,NJ,3,209,No,No,0.78,3866,773,0,2015,1 -41,60466,0.05,0.02,4251026703,7518,Yes,High School or below,Female,Yes,Single,69,\N,0,0,50,Non-technology Related Job,464,NJ,3,209,No,No,0.78,2852,570,0,2015,2 -44,115423,0.01,0.02,4251097159,7519,Yes,High School or below,Female,Yes,Married,40,\N,1,2,19,Others,140,MN,103,244,No,No,0.31,6450,645,0,2015,1 -44,115423,0.01,0.02,4251097159,7519,Yes,High School or below,Female,Yes,Married,40,\N,1,2,19,Others,140,MN,103,244,No,No,0.31,1821,455,0,2015,2 -46,170381,0.05,0.02,4251051601,7520,Yes,High School or below,Male,Yes,Single,11,\N,2,4,89,Others,316,KS,202,29,No,No,0.84,878,439,0,2015,1 -46,170381,0.05,0.02,4251051601,7520,Yes,High School or below,Male,Yes,Single,11,\N,2,4,89,Others,316,KS,202,29,No,No,0.84,3989,797,0,2015,2 -62,168410,0.07,0.03,4251080185,7521,Yes,High School or below,Female,Yes,Married,18,\N,1,2,29,Non-technology Related Job,176,NY,205,139,No,No,0.05,3120,1040,0,2015,1 -62,168410,0.07,0.03,4251080185,7521,Yes,High School or below,Female,Yes,Married,18,\N,1,2,29,Non-technology Related Job,176,NY,205,139,No,No,0.05,2360,472,0,2015,2 -64,223367,0.02,0.03,4251038035,7522,Yes,High School or below,Male,Yes,Single,109,\N,2,4,99,Non-technology Related Job,352,MO,305,174,No,No,0.58,3865,644,0,2015,1 -64,223367,0.02,0.03,4251038035,7522,Yes,High School or below,Male,Yes,Single,109,\N,2,4,99,Non-technology Related Job,352,MO,305,174,No,No,0.58,4744,790,0,2015,2 -64,223367,0.02,0.03,4251038035,7522,Yes,High School or below,Male,Yes,Single,109,\N,2,4,99,Non-technology Related Job,352,MO,305,174,No,No,0.58,702,702,0,2015,3 -66,28325,0.06,0.02,4251038921,7523,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,3,6,68,Others,29,LA,404,209,No,No,0.11,157,157,1,2015,1 -66,28325,0.06,0.02,4251038921,7523,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,3,6,68,Others,29,LA,404,209,No,No,0.11,5777,962,1,2015,2 -68,83282,0.02,0.02,4251039754,7524,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,1,0,37,Others,205,GA,3,244,No,No,0.64,3412,682,0,2015,1 -68,83282,0.02,0.02,4251039754,7524,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,1,0,37,Others,205,GA,3,244,No,No,0.64,2734,683,0,2015,2 -16,81311,0.04,0,4251081688,7525,Yes,Master or equivalent,Male,Yes,Married,58,\N,3,6,78,Non-technology Related Job,65,NE,7,104,No,Yes,0.85,1746,291,0,2015,1 -16,81311,0.04,0,4251081688,7525,Yes,Master or equivalent,Male,Yes,Married,58,\N,3,6,78,Non-technology Related Job,65,NE,7,104,No,Yes,0.85,5326,887,0,2015,2 -18,136269,0.07,0.03,4251034879,7526,Yes,Master or equivalent,Female,No,Single,29,\N,0,0,47,Non-technology Related Job,241,MD,106,139,No,No,0.38,3859,771,0,2015,1 -18,136269,0.07,0.03,4251034879,7526,Yes,Master or equivalent,Female,No,Single,29,\N,0,0,47,Non-technology Related Job,241,MD,106,139,No,No,0.38,2199,733,0,2015,2 -20,191226,0.03,0.03,4251020267,7527,Yes,PhD or equivalent,Female,Yes,Married,0,\N,2,2,16,Non-technology Related Job,417,ID,205,174,No,No,0.91,6847,855,0,2015,1 -20,191226,0.03,0.03,4251020267,7527,Yes,PhD or equivalent,Female,Yes,Married,0,\N,2,2,16,Non-technology Related Job,417,ID,205,174,No,No,0.91,2332,583,0,2015,2 -22,246183,0.06,0.02,4251064001,7528,Yes,High School or below,Male,Yes,Single,91,\N,3,4,86,Others,94,CA,305,209,No,No,0.44,6956,869,0,2015,1 -22,246183,0.06,0.02,4251064001,7528,Yes,High School or below,Male,Yes,Single,91,\N,3,4,86,Others,94,CA,305,209,No,No,0.44,2111,527,0,2015,2 -25,51141,0.02,0.02,4251009335,7529,Yes,High School or below,Male,Yes,Married,61,\N,0,6,55,Others,270,WV,404,244,No,No,0.97,3113,778,0,2015,1 -25,51141,0.02,0.02,4251009335,7529,Yes,High School or below,Male,Yes,Married,61,\N,0,6,55,Others,270,WV,404,244,No,No,0.97,2177,725,0,2015,2 -40,49170,0.04,0.03,4251034090,7530,Yes,High School or below,Male,Yes,Single,69,\N,3,4,96,Non-technology Related Job,130,IN,407,104,No,No,0.19,4671,778,0,2015,1 -40,49170,0.04,0.03,4251034090,7530,Yes,High School or below,Male,Yes,Single,69,\N,3,4,96,Non-technology Related Job,130,IN,407,104,No,No,0.19,2233,558,0,2015,2 -43,104127,0,0.03,4251041867,7531,Yes,High School or below,Male,Yes,Married,40,\N,0,6,65,Non-technology Related Job,306,CT,7,139,No,No,0.72,866,216,0,2015,1 -43,104127,0,0.03,4251041867,7531,Yes,High School or below,Male,Yes,Married,40,\N,0,6,65,Non-technology Related Job,306,CT,7,139,No,No,0.72,3002,600,0,2015,2 -45,159085,0.03,0.03,4251046916,7532,Yes,High School or below,Male,No,Single,10,\N,1,0,34,Non-technology Related Job,483,WY,106,174,No,No,0.25,1542,514,0,2015,1 -45,159085,0.03,0.03,4251046916,7532,Yes,High School or below,Male,No,Single,10,\N,1,0,34,Non-technology Related Job,483,WY,106,174,No,No,0.25,5083,726,0,2015,2 -75,19985,0.02,0.03,4251080779,7533,Yes,High School or below,Female,Yes,Single,68,\N,2,6,53,Others,155,AK,303,189,No,No,0.7,6052,756,0,2015,1 -75,19985,0.02,0.03,4251080779,7533,Yes,High School or below,Female,Yes,Single,68,\N,2,6,53,Others,155,AK,303,189,No,No,0.7,4711,588,0,2015,2 -63,212071,0.01,0,4251029298,7534,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,1,0,44,Non-technology Related Job,19,FL,209,69,No,No,0.99,7312,914,0,2015,1 -63,212071,0.01,0,4251029298,7534,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,1,0,44,Non-technology Related Job,19,FL,209,69,No,No,0.99,6858,857,0,2015,2 -65,17029,0.05,0.03,4251022932,7535,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,2,2,14,Non-technology Related Job,195,AK,308,104,No,No,0.52,5713,952,0,2015,1 -65,17029,0.05,0.03,4251022932,7535,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,2,2,14,Non-technology Related Job,195,AK,308,104,No,No,0.52,5545,924,0,2015,2 -67,71986,0,0.03,4251083363,7536,Yes,Master or equivalent,Female,Yes,Single,50,\N,3,4,83,Non-technology Related Job,371,UT,407,139,No,Yes,0.05,2342,585,1,2015,1 -67,71986,0,0.03,4251083363,7536,Yes,Master or equivalent,Female,Yes,Single,50,\N,3,4,83,Non-technology Related Job,371,UT,407,139,No,Yes,0.05,2976,744,1,2015,2 -30,182886,0.06,0.03,4251070616,7537,Yes,Master or equivalent,Male,Yes,Single,108,\N,1,2,1,Others,44,VA,104,154,No,No,0.51,2273,1136,0,2015,1 -30,182886,0.06,0.03,4251070616,7537,Yes,Master or equivalent,Male,Yes,Single,108,\N,1,2,1,Others,44,VA,104,154,No,No,0.51,1300,433,0,2015,2 -32,237844,0.02,0.03,4251010808,7538,No,PhD or equivalent,Female,No,Married,79,\N,2,4,71,Others,220,RI,203,189,No,Yes,0.04,3066,511,0,2015,1 -32,237844,0.02,0.03,4251010808,7538,No,PhD or equivalent,Female,No,Married,79,\N,2,4,71,Others,220,RI,203,189,No,Yes,0.04,1424,1424,0,2015,2 -19,179930,0.01,0,4251082698,7539,Yes,High School or below,Male,No,Married,0,\N,0,6,62,Non-technology Related Job,84,WA,109,68,No,No,0.32,3721,620,0,2015,1 -19,179930,0.01,0,4251082698,7539,Yes,High School or below,Male,No,Married,0,\N,0,6,62,Non-technology Related Job,84,WA,109,68,No,No,0.32,1394,464,0,2015,2 -22,234887,0.05,0.03,4251064684,7540,Yes,High School or below,Male,Yes,Married,90,\N,1,0,31,Non-technology Related Job,260,RI,209,103,No,No,0.85,9348,779,1,2015,1 -22,234887,0.05,0.03,4251064684,7540,Yes,High School or below,Male,Yes,Married,90,\N,1,0,31,Non-technology Related Job,260,RI,209,103,No,No,0.85,5714,952,1,2015,2 -24,39845,0.01,0.03,4251033560,7541,Yes,High School or below,Female,Yes,Single,61,\N,3,2,1,Non-technology Related Job,437,NY,308,138,No,No,0.38,5748,958,0,2015,1 -24,39845,0.01,0.03,4251033560,7541,Yes,High School or below,Female,Yes,Single,61,\N,3,2,1,Non-technology Related Job,437,NY,308,138,No,No,0.38,3896,556,0,2015,2 -54,150745,0.07,0.03,4251043427,7542,Yes,High School or below,Male,Yes,Married,119,\N,0,0,19,Others,109,ND,5,153,No,No,0.84,2536,634,0,2015,1 -54,150745,0.07,0.03,4251043427,7542,Yes,High School or below,Male,Yes,Married,119,\N,0,0,19,Others,109,ND,5,153,No,No,0.84,4398,1099,0,2015,2 -56,205703,0.03,0.03,4251077030,7543,Yes,High School or below,Male,Yes,Married,90,\N,1,2,89,Others,285,MT,104,188,No,No,0.37,1437,287,0,2015,1 -56,205703,0.03,0.03,4251077030,7543,Yes,High School or below,Male,Yes,Married,90,\N,1,2,89,Others,285,MT,104,188,No,No,0.37,6700,837,0,2015,2 -44,147789,0.02,0,4251013564,7544,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,0,4,80,Non-technology Related Job,149,ND,10,68,No,No,0.66,5201,866,0,2015,1 -44,147789,0.02,0,4251013564,7544,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,0,4,80,Non-technology Related Job,149,ND,10,68,No,No,0.66,569,569,0,2015,2 -46,202746,0.06,0.03,4251051982,7545,Yes,Bachelor or equivalent,Female,No,Single,101,\N,1,6,49,Non-technology Related Job,325,NE,109,103,No,No,0.19,5293,756,0,2015,1 -46,202746,0.06,0.03,4251051982,7545,Yes,Bachelor or equivalent,Female,No,Single,101,\N,1,6,49,Non-technology Related Job,325,NE,109,103,No,No,0.19,4608,768,0,2015,2 -76,63647,0.04,0,4251037572,7546,Yes,Bachelor or equivalent,Female,Yes,Single,39,\N,2,4,68,Others,498,NV,306,118,Yes,No,0.64,1445,481,0,2015,1 -76,63647,0.04,0,4251037572,7546,Yes,Bachelor or equivalent,Female,Yes,Single,39,\N,2,4,68,Others,498,NV,306,118,Yes,No,0.64,4244,707,0,2015,2 -76,63647,0.04,0,4251037572,7546,Yes,Bachelor or equivalent,Female,Yes,Single,39,\N,2,4,68,Others,498,NV,306,118,Yes,No,0.64,80,80,0,2015,3 -79,118604,0.07,0.03,4251100350,7547,Yes,Master or equivalent,Female,Yes,Married,10,\N,3,6,37,Others,174,MA,405,153,No,No,0.17,4603,920,1,2015,1 -79,118604,0.07,0.03,4251100350,7547,Yes,Master or equivalent,Female,Yes,Married,10,\N,3,6,37,Others,174,MA,405,153,No,No,0.17,2222,740,1,2015,2 -13,173561,0.03,0.03,4251063187,7548,Yes,Master or equivalent,Female,Yes,Single,101,\N,1,0,6,Others,350,IN,5,188,No,No,0.71,2093,523,0,2015,1 -13,173561,0.03,0.03,4251063187,7548,Yes,Master or equivalent,Female,Yes,Single,101,\N,1,0,6,Others,350,IN,5,188,No,No,0.71,3379,1126,0,2015,2 -68,115647,0.02,0,4251083811,7549,Yes,High School or below,Male,No,Single,21,\N,3,2,98,Non-technology Related Job,214,MA,410,68,No,No,0.99,2785,696,0,2015,1 -68,115647,0.02,0,4251083811,7549,Yes,High School or below,Male,No,Single,21,\N,3,2,98,Non-technology Related Job,214,MA,410,68,No,No,0.99,1455,727,0,2015,2 -31,226548,0.01,0,4251018498,7550,Yes,High School or below,Female,Yes,Single,79,\N,0,0,16,Others,387,MN,107,83,No,No,0.45,7249,805,1,2015,1 -31,226548,0.01,0,4251018498,7550,Yes,High School or below,Female,Yes,Single,79,\N,0,0,16,Others,387,MN,107,83,No,No,0.45,1827,365,1,2015,2 -33,31505,0.04,0,4251057179,7551,Yes,High School or below,Male,Yes,Married,50,\N,2,2,86,Others,63,KS,207,118,No,No,0.98,6952,695,0,2015,1 -33,31505,0.04,0,4251057179,7551,Yes,High School or below,Male,Yes,Married,50,\N,2,2,86,Others,63,KS,207,118,No,No,0.98,5814,726,0,2015,2 -35,86463,0,0.03,4251088443,7552,Yes,High School or below,Male,Yes,Single,21,\N,3,4,55,Others,239,DE,306,153,No,Yes,0.51,3582,895,0,2015,1 -35,86463,0,0.03,4251088443,7552,Yes,High School or below,Male,Yes,Single,21,\N,3,4,55,Others,239,DE,306,153,No,Yes,0.51,7189,718,0,2015,2 -37,141420,0.04,0.03,4251066619,7553,Yes,High School or below,Female,Yes,Married,111,\N,0,6,24,Others,415,AL,405,188,No,No,0.04,4596,766,0,2015,1 -37,141420,0.04,0.03,4251066619,7553,Yes,High School or below,Female,Yes,Married,111,\N,0,6,24,Others,415,AL,405,188,No,No,0.04,2328,776,0,2015,2 -37,141420,0.04,0.03,4251066619,7553,Yes,High School or below,Female,Yes,Married,111,\N,0,6,24,Others,415,AL,405,188,No,No,0.04,478,478,0,2015,3 -53,139449,0.06,0.01,4251044418,7554,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,3,4,65,Others,276,LA,409,48,No,No,0.25,2736,912,0,2015,1 -53,139449,0.06,0.01,4251044418,7554,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,3,4,65,Others,276,LA,409,48,No,No,0.25,1870,467,0,2015,2 -55,194407,0.01,0,4251092480,7555,Yes,Bachelor or equivalent,Female,No,Married,90,\N,0,6,34,Others,452,GA,8,83,No,No,0.78,5080,846,0,2015,1 -55,194407,0.01,0,4251092480,7555,Yes,Bachelor or equivalent,Female,No,Married,90,\N,0,6,34,Others,452,GA,8,83,No,No,0.78,4421,884,0,2015,2 -58,249364,0.05,0,4251009294,7556,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,1,0,3,Others,128,AZ,107,118,No,No,0.31,1340,670,0,2015,1 -58,249364,0.05,0,4251009294,7556,Yes,Bachelor or equivalent,Female,Yes,Single,61,\N,1,0,3,Others,128,AZ,107,118,No,No,0.31,1,1,0,2015,2 -60,54321,0,0.03,4251067660,7557,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,2,2,73,Others,304,VA,207,153,No,No,0.84,2094,698,0,2015,1 -60,54321,0,0.03,4251067660,7557,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,2,2,73,Others,304,VA,207,153,No,No,0.84,1762,881,0,2015,2 -76,52350,0.02,0.01,4251009864,7558,Yes,PhD or equivalent,Female,Yes,Single,39,\N,1,0,13,Non-technology Related Job,164,ID,210,13,No,No,0.05,2601,867,0,2015,1 -76,52350,0.02,0.01,4251009864,7558,Yes,PhD or equivalent,Female,Yes,Single,39,\N,1,0,13,Non-technology Related Job,164,ID,210,13,No,No,0.05,1633,816,0,2015,2 -78,107308,0.06,0.01,4251078022,7559,Yes,High School or below,Male,Yes,Married,10,\N,2,2,83,Others,341,CA,309,48,No,No,0.58,1103,551,0,2015,1 -78,107308,0.06,0.01,4251078022,7559,Yes,High School or below,Male,Yes,Married,10,\N,2,2,83,Others,341,CA,309,48,No,No,0.58,3850,770,0,2015,2 -78,107308,0.06,0.01,4251078022,7559,Yes,High School or below,Male,Yes,Married,10,\N,2,2,83,Others,341,CA,309,48,No,No,0.58,723,723,0,2015,3 -12,162265,0.02,0,4251098863,7560,Yes,High School or below,Male,Yes,Single,101,\N,3,4,52,Others,17,WV,409,83,No,No,0.12,1348,674,0,2015,1 -12,162265,0.02,0,4251098863,7560,Yes,High School or below,Male,Yes,Single,101,\N,3,4,52,Others,17,WV,409,83,No,No,0.12,1424,712,0,2015,2 -28,160294,0.04,0.02,4251045992,7561,Yes,High School or below,Male,Yes,Married,108,\N,2,1,92,Non-technology Related Job,377,IA,412,193,No,No,0.33,3033,606,0,2015,1 -28,160294,0.04,0.02,4251045992,7561,Yes,High School or below,Male,Yes,Married,108,\N,2,1,92,Non-technology Related Job,377,IA,412,193,No,No,0.33,3139,784,0,2015,2 -30,215252,0.07,0.01,4251022537,7562,Yes,High School or below,Male,No,Single,79,\N,3,4,62,Non-technology Related Job,53,CT,11,228,No,No,0.86,4535,755,1,2015,1 -30,215252,0.07,0.01,4251022537,7562,Yes,High School or below,Male,No,Single,79,\N,3,4,62,Non-technology Related Job,53,CT,11,228,No,No,0.86,2890,578,1,2015,2 -30,215252,0.07,0.01,4251022537,7562,Yes,High School or below,Male,No,Single,79,\N,3,4,62,Non-technology Related Job,53,CT,11,228,No,No,0.86,1287,1287,1,2015,3 -32,20209,0.03,0.01,4251054149,7563,Yes,High School or below,Male,Yes,Married,50,\N,0,6,31,Others,230,WY,111,13,No,Yes,0.39,3540,505,0,2015,1 -32,20209,0.03,0.01,4251054149,7563,Yes,High School or below,Male,Yes,Married,50,\N,0,6,31,Others,230,WY,111,13,No,Yes,0.39,6812,681,0,2015,2 -34,75167,0.07,0,4251050492,7564,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,1,0,0,Others,406,TN,210,48,No,No,0.92,1471,490,0,2015,1 -34,75167,0.07,0,4251050492,7564,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,1,0,0,Others,406,TN,210,48,No,No,0.92,2595,865,0,2015,2 -36,130124,0.02,0,4251096837,7565,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,3,2,70,Others,82,OH,309,83,No,No,0.45,8468,769,0,2015,1 -36,130124,0.02,0,4251096837,7565,Yes,Bachelor or equivalent,Female,Yes,Married,111,\N,3,2,70,Others,82,OH,309,83,No,No,0.45,2091,522,0,2015,2 -52,128153,0.04,0.02,4251066438,7566,Yes,Bachelor or equivalent,Female,Yes,Single,119,\N,1,0,10,Non-technology Related Job,442,AK,313,193,No,No,0.66,2771,692,0,2015,1 -52,128153,0.04,0.02,4251066438,7566,Yes,Bachelor or equivalent,Female,Yes,Single,119,\N,1,0,10,Non-technology Related Job,442,AK,313,193,No,No,0.66,2435,608,0,2015,2 -54,183110,0,0.01,4251097257,7567,Yes,Master or equivalent,Female,Yes,Married,90,\N,2,2,80,Non-technology Related Job,118,VT,412,228,No,No,0.19,6797,849,0,2015,1 -54,183110,0,0.01,4251097257,7567,Yes,Master or equivalent,Female,Yes,Married,90,\N,2,2,80,Non-technology Related Job,118,VT,412,228,No,No,0.19,4761,793,0,2015,2 -57,238068,0.04,0.01,4251030451,7568,Yes,Master or equivalent,Male,No,Single,60,\N,0,4,49,Others,295,OR,11,13,No,No,0.72,5048,631,0,2015,1 -57,238068,0.04,0.01,4251030451,7568,Yes,Master or equivalent,Male,No,Single,60,\N,0,4,49,Others,295,OR,11,13,No,No,0.72,7214,1030,0,2015,2 -19,98968,0.02,0.01,4251015006,7569,Yes,PhD or equivalent,Female,Yes,Single,118,\N,1,2,67,Others,467,RI,208,28,No,No,0.18,3987,797,1,2015,1 -19,98968,0.02,0.01,4251015006,7569,Yes,PhD or equivalent,Female,Yes,Single,118,\N,1,2,67,Others,467,RI,208,28,No,No,0.18,3655,913,1,2015,2 -21,153926,0.05,0.01,4251029511,7570,Yes,High School or below,Female,Yes,Married,89,\N,2,4,37,Others,143,NY,307,63,No,No,0.71,348,174,0,2015,1 -21,153926,0.05,0.01,4251029511,7570,Yes,High School or below,Female,Yes,Married,89,\N,2,4,37,Others,143,NY,307,63,No,No,0.71,2202,550,0,2015,2 -21,153926,0.05,0.01,4251029511,7570,Yes,High School or below,Female,Yes,Married,89,\N,2,4,37,Others,143,NY,307,63,No,No,0.71,829,829,0,2015,3 -77,96012,0.05,0.02,4251077626,7571,Yes,High School or below,Male,Yes,Married,10,\N,1,6,28,Non-technology Related Job,7,RI,213,193,No,No,0.99,4349,483,0,2015,1 -77,96012,0.05,0.02,4251077626,7571,Yes,High School or below,Male,Yes,Married,10,\N,1,6,28,Non-technology Related Job,7,RI,213,193,No,No,0.99,4431,633,0,2015,2 -79,150969,0,0.01,4251058129,7572,Yes,High School or below,Female,Yes,Single,100,\N,2,0,97,Non-technology Related Job,184,NY,312,228,No,No,0.53,8402,1200,0,2015,1 -79,150969,0,0.01,4251058129,7572,Yes,High School or below,Female,Yes,Single,100,\N,2,0,97,Non-technology Related Job,184,NY,312,228,No,No,0.53,4115,823,0,2015,2 -41,11870,0.07,0.02,4251059613,7573,Yes,High School or below,Male,Yes,Single,38,\N,3,6,16,Others,356,ND,9,243,No,No,0.98,282,282,0,2015,1 -41,11870,0.07,0.02,4251059613,7573,Yes,High School or below,Male,Yes,Single,38,\N,3,6,16,Others,356,ND,9,243,No,No,0.98,7634,848,0,2015,2 -44,66827,0.02,0.01,4251094209,7574,Yes,High School or below,Male,No,Married,9,\N,0,0,85,Others,32,MT,109,28,No,No,0.51,2310,577,0,2015,1 -44,66827,0.02,0.01,4251094209,7574,Yes,High School or below,Male,No,Married,9,\N,0,0,85,Others,32,MT,109,28,No,No,0.51,1536,512,0,2015,2 -44,66827,0.02,0.01,4251094209,7574,Yes,High School or below,Male,No,Married,9,\N,0,0,85,Others,32,MT,109,28,No,No,0.51,987,987,0,2015,3 -46,121784,0.06,0.01,4251089107,7575,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,2,2,55,Others,208,ME,208,63,No,No,0.04,1624,541,0,2015,1 -46,121784,0.06,0.01,4251089107,7575,Yes,Bachelor or equivalent,Male,Yes,Single,100,\N,2,2,55,Others,208,ME,208,63,No,No,0.04,5798,724,0,2015,2 -33,63870,0.05,0.02,4251012033,7576,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,0,4,46,Non-technology Related Job,72,NE,114,193,No,No,0.33,3297,471,0,2015,1 -33,63870,0.05,0.02,4251012033,7576,Yes,Bachelor or equivalent,Female,Yes,Married,20,\N,0,4,46,Non-technology Related Job,72,NE,114,193,No,No,0.33,2246,748,0,2015,2 -64,174771,0.04,0.02,4251042285,7577,Yes,Bachelor or equivalent,Female,Yes,Single,78,\N,1,2,64,Others,245,NV,311,208,No,No,0.79,3663,523,0,2015,1 -64,174771,0.04,0.02,4251042285,7577,Yes,Bachelor or equivalent,Female,Yes,Single,78,\N,1,2,64,Others,245,NV,311,208,No,No,0.79,675,225,0,2015,2 -64,174771,0.04,0.02,4251042285,7577,Yes,Bachelor or equivalent,Female,Yes,Single,78,\N,1,2,64,Others,245,NV,311,208,No,No,0.79,746,746,0,2015,3 -66,229728,0.07,0.02,4251049182,7578,Yes,Master or equivalent,Female,No,Married,49,\N,3,4,34,Others,421,MA,410,243,No,No,0.32,5826,728,0,2015,1 -66,229728,0.07,0.02,4251049182,7578,Yes,Master or equivalent,Female,No,Married,49,\N,3,4,34,Others,421,MA,410,243,No,No,0.32,2529,632,0,2015,2 -66,229728,0.07,0.02,4251049182,7578,Yes,Master or equivalent,Female,No,Married,49,\N,3,4,34,Others,421,MA,410,243,No,No,0.32,1307,1307,0,2015,3 -68,34686,0.03,0.01,4251043936,7579,Yes,Master or equivalent,Female,Yes,Married,20,\N,0,6,3,Others,97,IN,9,28,No,Yes,0.85,2584,430,0,2015,1 -68,34686,0.03,0.01,4251043936,7579,Yes,Master or equivalent,Female,Yes,Married,20,\N,0,6,3,Others,97,IN,9,28,No,Yes,0.85,1923,641,0,2015,2 -70,89643,0.06,0.01,4251094620,7580,Yes,PhD or equivalent,Male,No,Single,111,\N,1,0,73,Others,274,CO,109,63,No,No,0.38,4800,685,0,2015,1 -70,89643,0.06,0.01,4251094620,7580,Yes,PhD or equivalent,Male,No,Single,111,\N,1,0,73,Others,274,CO,109,63,No,No,0.38,1361,453,0,2015,2 -18,87672,0,0.02,4251043111,7581,Yes,High School or below,Female,Yes,Single,118,\N,0,6,13,Others,134,MN,112,173,No,No,0.59,5413,902,0,2015,1 -18,87672,0,0.02,4251043111,7581,Yes,High School or below,Female,Yes,Single,118,\N,0,6,13,Others,134,MN,112,173,No,No,0.59,3787,473,0,2015,2 -20,142630,0.04,0.02,4251042222,7582,Yes,High School or below,Male,Yes,Single,89,\N,1,0,82,Others,310,KS,211,208,No,No,0.12,2531,632,0,2015,1 -20,142630,0.04,0.02,4251042222,7582,Yes,High School or below,Male,Yes,Single,89,\N,1,0,82,Others,310,KS,211,208,No,No,0.12,384,384,0,2015,2 -22,197587,0,0.02,4251069102,7583,Yes,High School or below,Male,Yes,Married,60,\N,2,2,52,Others,486,DE,311,243,No,No,0.65,5966,662,0,2015,1 -22,197587,0,0.02,4251069102,7583,Yes,High School or below,Male,Yes,Married,60,\N,2,2,52,Others,486,DE,311,243,No,No,0.65,3214,803,0,2015,2 -25,2544,0.03,0.01,4251080443,7584,Yes,High School or below,Female,No,Single,31,\N,3,4,21,Others,162,AL,410,28,No,No,0.18,4604,920,0,2015,1 -25,2544,0.03,0.01,4251080443,7584,Yes,High School or below,Female,No,Single,31,\N,3,4,21,Others,162,AL,410,28,No,No,0.18,3751,750,0,2015,2 -40,573,0.05,0.03,4251036060,7585,Yes,Bachelor or equivalent,Male,No,Married,38,\N,2,1,61,Others,23,LA,413,138,No,No,0.39,2341,585,0,2015,1 -40,573,0.05,0.03,4251036060,7585,Yes,Bachelor or equivalent,Male,No,Married,38,\N,2,1,61,Others,23,LA,413,138,No,No,0.39,3157,789,0,2015,2 -43,55531,0.01,0.02,4251099853,7586,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,3,4,31,Others,199,HI,13,173,No,No,0.92,5578,929,0,2015,1 -43,55531,0.01,0.02,4251099853,7586,Yes,Bachelor or equivalent,Female,Yes,Single,9,\N,3,4,31,Others,199,HI,13,173,No,No,0.92,4244,707,0,2015,2 -45,110488,0.05,0.02,4251059778,7587,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,0,6,0,Others,375,AZ,112,208,No,No,0.45,939,939,1,2015,1 -45,110488,0.05,0.02,4251059778,7587,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,0,6,0,Others,375,AZ,112,208,No,No,0.45,1096,365,1,2015,2 -47,165446,0,0.02,4251084286,7588,Yes,Bachelor or equivalent,Female,Yes,Single,71,\N,2,0,70,Others,51,VA,211,243,No,No,0.98,3983,796,0,2015,1 -47,165446,0,0.02,4251084286,7588,Yes,Bachelor or equivalent,Female,Yes,Single,71,\N,2,0,70,Others,51,VA,211,243,No,No,0.98,3082,770,0,2015,2 -63,163475,0.02,0.03,4251037232,7589,Yes,PhD or equivalent,Female,Yes,Married,78,\N,0,5,10,Others,411,IL,215,103,No,No,0.2,5237,654,0,2015,1 -63,163475,0.02,0.03,4251037232,7589,Yes,PhD or equivalent,Female,Yes,Married,78,\N,0,5,10,Others,411,IL,215,103,No,No,0.2,3574,714,0,2015,2 -65,218432,0.06,0.03,4251064518,7590,Yes,High School or below,Male,Yes,Single,49,\N,1,0,79,Others,88,CA,314,138,No,Yes,0.73,6862,762,0,2015,1 -65,218432,0.06,0.03,4251064518,7590,Yes,High School or below,Male,Yes,Single,49,\N,1,0,79,Others,88,CA,314,138,No,Yes,0.73,6215,776,0,2015,2 -67,23390,0.01,0.02,4251034455,7591,Yes,High School or below,Male,No,Married,20,\N,2,2,49,Others,264,WV,413,173,No,No,0.26,3071,1023,0,2015,1 -67,23390,0.01,0.02,4251034455,7591,Yes,High School or below,Male,No,Married,20,\N,2,2,49,Others,264,WV,413,173,No,No,0.26,4412,735,0,2015,2 -69,78347,0.05,0.02,4251085174,7592,Yes,High School or below,Male,Yes,Single,111,\N,0,4,18,Others,440,SD,13,208,No,No,0.79,2849,949,0,2015,1 -69,78347,0.05,0.02,4251085174,7592,Yes,High School or below,Male,Yes,Single,111,\N,0,4,18,Others,440,SD,13,208,No,No,0.79,5189,864,0,2015,2 -17,76376,0.07,0,4251061968,7593,Yes,High School or below,Male,Yes,Married,118,\N,2,1,58,Non-technology Related Job,300,CT,16,68,No,No,0,729,364,0,2015,1 -17,76376,0.07,0,4251061968,7593,Yes,High School or below,Male,Yes,Married,118,\N,2,1,58,Non-technology Related Job,300,CT,16,68,No,No,0,1685,842,0,2015,2 -19,131333,0.03,0.03,4251044727,7594,Yes,High School or below,Male,Yes,Single,89,\N,3,4,28,Others,477,WY,115,103,No,No,0.53,2760,690,1,2015,1 -19,131333,0.03,0.03,4251044727,7594,Yes,High School or below,Male,Yes,Single,89,\N,3,4,28,Others,477,WY,115,103,No,No,0.53,4969,993,1,2015,2 -22,186291,0.06,0.03,4251098856,7595,No,Bachelor or equivalent,Female,Yes,Married,60,\N,1,6,97,Others,153,TX,215,138,Yes,No,0.06,3448,689,0,2015,1 -22,186291,0.06,0.03,4251098856,7595,No,Bachelor or equivalent,Female,Yes,Married,60,\N,1,6,97,Others,153,TX,215,138,Yes,No,0.06,4586,655,0,2015,2 -24,241248,0.02,0.02,4251040241,7596,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,0,67,Others,329,OH,314,173,No,No,0.59,6481,925,0,2015,1 -24,241248,0.02,0.02,4251040241,7596,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,0,67,Others,329,OH,314,173,No,No,0.59,3225,403,0,2015,2 -54,102149,0,0.03,4251050649,7597,Yes,Bachelor or equivalent,Male,No,Single,88,\N,3,6,85,Others,1,OR,11,188,No,No,0.05,3330,555,0,2015,1 -54,102149,0,0.03,4251050649,7597,Yes,Bachelor or equivalent,Male,No,Single,88,\N,3,6,85,Others,1,OR,11,188,No,No,0.05,4325,480,0,2015,2 -42,44235,0,0.03,4251087008,7598,Yes,Master or equivalent,Female,Yes,Single,9,\N,2,0,76,Non-technology Related Job,365,VT,417,68,No,No,0.33,4454,742,0,2015,1 -42,44235,0,0.03,4251087008,7598,Yes,Master or equivalent,Female,Yes,Single,9,\N,2,0,76,Non-technology Related Job,365,VT,417,68,No,No,0.33,2961,987,0,2015,2 -42,44235,0,0.03,4251087008,7598,Yes,Master or equivalent,Female,Yes,Single,9,\N,2,0,76,Non-technology Related Job,365,VT,417,68,No,No,0.33,566,566,0,2015,3 -44,99192,0.03,0.03,4251041800,7599,Yes,Master or equivalent,Male,Yes,Married,100,\N,3,2,46,Others,42,OR,16,103,No,No,0.86,2336,778,0,2015,1 -44,99192,0.03,0.03,4251041800,7599,Yes,Master or equivalent,Male,Yes,Married,100,\N,3,2,46,Others,42,OR,16,103,No,No,0.86,2319,579,0,2015,2 -46,154150,0.07,0.03,4251090766,7600,Yes,PhD or equivalent,Male,Yes,Single,70,\N,0,4,15,Others,218,NJ,115,138,No,No,0.39,4040,808,0,2015,1 -46,154150,0.07,0.03,4251090766,7600,Yes,PhD or equivalent,Male,Yes,Single,70,\N,0,4,15,Others,218,NJ,115,138,No,No,0.39,2956,739,0,2015,2 -76,15050,0.05,0.03,4251066771,7601,Yes,High School or below,Female,Yes,Single,8,\N,1,2,34,Others,390,NY,312,153,No,No,0.85,1766,588,0,2015,1 -76,15050,0.05,0.03,4251066771,7601,Yes,High School or below,Female,Yes,Single,8,\N,1,2,34,Others,390,NY,312,153,No,No,0.85,1451,290,0,2015,2 -79,70007,0.01,0.03,4251013293,7602,Yes,High School or below,Male,Yes,Married,99,\N,3,4,3,Others,67,MS,411,188,No,No,0.38,3915,783,0,2015,1 -79,70007,0.01,0.03,4251013293,7602,Yes,High School or below,Male,Yes,Married,99,\N,3,4,3,Others,67,MS,411,188,No,No,0.38,4740,948,0,2015,2 -66,12093,0,0.03,4251084591,7603,Yes,High School or below,Female,Yes,Married,20,\N,1,6,94,Others,431,NY,317,68,No,No,0.67,8381,931,0,2015,1 -66,12093,0,0.03,4251084591,7603,Yes,High School or below,Female,Yes,Married,20,\N,1,6,94,Others,431,NY,317,68,No,No,0.67,4691,670,0,2015,2 -68,67051,0.04,0.03,4251078447,7604,Yes,High School or below,Female,Yes,Single,110,\N,2,0,64,Others,107,MO,416,103,No,No,0.2,3169,792,0,2015,1 -68,67051,0.04,0.03,4251078447,7604,Yes,High School or below,Female,Yes,Single,110,\N,2,0,64,Others,107,MO,416,103,No,No,0.2,2338,779,0,2015,2 -31,177951,0.02,0.03,4251099782,7605,Yes,High School or below,Male,Yes,Single,48,\N,0,5,82,Others,279,NE,113,118,No,No,0.65,7396,739,0,2015,1 -31,177951,0.02,0.03,4251099782,7605,Yes,High School or below,Male,Yes,Single,48,\N,0,5,82,Others,279,NE,113,118,No,No,0.65,3828,765,0,2015,2 -33,232909,0.06,0.03,4251009872,7606,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,1,0,51,Others,455,ME,213,153,No,Yes,0.18,6012,668,0,2015,1 -33,232909,0.06,0.03,4251009872,7606,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,1,0,51,Others,455,ME,213,153,No,Yes,0.18,2817,704,0,2015,2 -35,37866,0.01,0.03,4251095652,7607,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,2,2,21,Technology Related Job,132,ID,312,188,No,No,0.72,6703,837,0,2015,1 -35,37866,0.01,0.03,4251095652,7607,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,2,2,21,Technology Related Job,132,ID,312,188,No,No,0.72,7620,846,0,2015,2 -23,229952,0.01,0.03,4251043480,7608,Yes,Bachelor or equivalent,Male,No,Single,30,\N,1,4,12,Others,496,ME,218,68,No,No,0,1162,387,0,2015,1 -23,229952,0.01,0.03,4251043480,7608,Yes,Bachelor or equivalent,Male,No,Single,30,\N,1,4,12,Others,496,ME,218,68,No,No,0,4799,799,0,2015,2 -23,229952,0.01,0.03,4251043480,7608,Yes,Bachelor or equivalent,Male,No,Single,30,\N,1,4,12,Others,496,ME,218,68,No,No,0,671,671,0,2015,3 -53,90853,0.07,0,4251088921,7609,Yes,Master or equivalent,Female,Yes,Single,88,\N,2,1,31,Others,168,MA,415,83,No,No,0.46,228,228,0,2015,1 -53,90853,0.07,0,4251088921,7609,Yes,Master or equivalent,Female,Yes,Single,88,\N,2,1,31,Others,168,MA,415,83,No,No,0.46,154,77,0,2015,2 -55,145810,0.02,0.03,4251040817,7610,Yes,Master or equivalent,Female,Yes,Married,59,\N,3,4,0,Others,344,IN,14,118,No,No,0.99,4495,749,0,2015,1 -55,145810,0.02,0.03,4251040817,7610,Yes,Master or equivalent,Female,Yes,Married,59,\N,3,4,0,Others,344,IN,14,118,No,No,0.99,3790,947,0,2015,2 -58,200768,0.06,0.03,4251083001,7611,Yes,High School or below,Male,Yes,Single,30,\N,0,6,69,Others,21,CO,113,153,No,No,0.52,3723,620,0,2015,1 -58,200768,0.06,0.03,4251083001,7611,Yes,High School or below,Male,Yes,Single,30,\N,0,6,69,Others,21,CO,113,153,No,No,0.52,4333,866,0,2015,2 -60,5725,0.02,0.03,4251022025,7612,Yes,High School or below,Male,Yes,Single,1,\N,2,0,39,Technology Related Job,197,WI,213,188,No,No,0.05,2874,718,0,2015,1 -60,5725,0.02,0.03,4251022025,7612,Yes,High School or below,Male,Yes,Single,1,\N,2,0,39,Technology Related Job,197,WI,213,188,No,No,0.05,1984,661,0,2015,2 -76,3754,0.04,0,4251078976,7613,Yes,High School or below,Male,Yes,Single,8,\N,0,5,79,Others,57,KS,216,48,No,No,0.26,3785,630,0,2015,1 -76,3754,0.04,0,4251078976,7613,Yes,High School or below,Male,Yes,Single,8,\N,0,5,79,Others,57,KS,216,48,No,No,0.26,3159,526,0,2015,2 -78,58711,0.07,0,4251016548,7614,Yes,High School or below,Male,No,Married,99,\N,1,0,48,Others,233,FL,315,83,No,No,0.79,4190,598,0,2015,1 -78,58711,0.07,0,4251016548,7614,Yes,High School or below,Male,No,Married,99,\N,1,0,48,Others,233,FL,315,83,No,No,0.79,4892,978,0,2015,2 -12,113669,0.03,0.03,4251079347,7615,No,High School or below,Female,Yes,Married,70,\N,2,2,18,Others,409,AL,415,118,No,No,0.32,5968,852,0,2015,1 -12,113669,0.03,0.03,4251079347,7615,No,High School or below,Female,Yes,Married,70,\N,2,2,18,Others,409,AL,415,118,No,No,0.32,2946,736,0,2015,2 -28,111698,0.05,0.01,4251011384,7616,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,1,7,58,Others,270,LA,418,228,No,No,0.53,4961,708,0,2015,1 -28,111698,0.05,0.01,4251011384,7616,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,1,7,58,Others,270,LA,418,228,No,No,0.53,4403,733,0,2015,2 -28,111698,0.05,0.01,4251011384,7616,Yes,Bachelor or equivalent,Male,Yes,Married,77,\N,1,7,58,Others,270,LA,418,228,No,No,0.53,223,223,0,2015,3 -30,166655,0.01,0.01,4251056060,7617,Yes,Bachelor or equivalent,Female,Yes,Single,48,\N,2,1,28,Others,446,HI,17,13,No,Yes,0.06,4223,527,0,2015,1 -30,166655,0.01,0.01,4251056060,7617,Yes,Bachelor or equivalent,Female,Yes,Single,48,\N,2,1,28,Others,446,HI,17,13,No,Yes,0.06,3985,996,0,2015,2 -32,221613,0.04,0,4251088735,7618,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,3,4,97,Others,122,AZ,117,48,No,No,0.59,1977,659,0,2015,1 -32,221613,0.04,0,4251088735,7618,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,3,4,97,Others,122,AZ,117,48,No,No,0.59,4368,728,0,2015,2 -34,26570,0,0,4251078882,7619,Yes,Master or equivalent,Female,Yes,Married,110,\N,1,6,66,Others,298,VA,216,83,No,No,0.13,1439,479,0,2015,1 -34,26570,0,0,4251078882,7619,Yes,Master or equivalent,Female,Yes,Married,110,\N,1,6,66,Others,298,VA,216,83,No,No,0.13,2833,708,0,2015,2 -50,24599,0.02,0.01,4251051774,7620,Yes,PhD or equivalent,Female,Yes,Married,117,\N,3,3,7,Others,158,IL,219,193,No,No,0.34,5990,1198,0,2015,1 -50,24599,0.02,0.01,4251051774,7620,Yes,PhD or equivalent,Female,Yes,Married,117,\N,3,3,7,Others,158,IL,219,193,No,No,0.34,2328,776,0,2015,2 -52,79556,0.06,0.01,4251074241,7621,Yes,High School or below,Male,Yes,Married,88,\N,0,5,76,Others,335,CA,319,228,No,No,0.87,2767,691,1,2015,1 -52,79556,0.06,0.01,4251074241,7621,Yes,High School or below,Male,Yes,Married,88,\N,0,5,76,Others,335,CA,319,228,No,No,0.87,439,219,1,2015,2 -54,134514,0.01,0.01,4251051545,7622,Yes,High School or below,Male,Yes,Single,59,\N,2,0,45,Others,11,WV,418,13,No,No,0.4,3695,527,0,2015,1 -54,134514,0.01,0.01,4251051545,7622,Yes,High School or below,Male,Yes,Single,59,\N,2,0,45,Others,11,WV,418,13,No,No,0.4,5200,1040,0,2015,2 -57,189471,0.05,0,4251077159,7623,Yes,High School or below,Male,Yes,Married,30,\N,3,2,15,Others,187,SD,17,48,No,No,0.93,1984,661,0,2015,1 -57,189471,0.05,0,4251077159,7623,Yes,High School or below,Male,Yes,Married,30,\N,3,2,15,Others,187,SD,17,48,No,No,0.93,2929,585,0,2015,2 -57,189471,0.05,0,4251077159,7623,Yes,High School or below,Male,Yes,Married,30,\N,3,2,15,Others,187,SD,17,48,No,No,0.93,562,562,0,2015,3 -19,50372,0.03,0.01,4251020817,7624,Yes,High School or below,Female,Yes,Married,88,\N,0,7,33,Technology Related Job,360,TN,214,63,No,No,0.39,3609,451,0,2015,1 -19,50372,0.03,0.01,4251020817,7624,Yes,High School or below,Female,Yes,Married,88,\N,0,7,33,Technology Related Job,360,TN,214,63,No,No,0.39,2131,1065,0,2015,2 -75,242458,0.02,0.01,4251084133,7625,Yes,High School or below,Male,No,Married,8,\N,3,1,25,Others,224,WY,120,193,No,No,0.67,2084,694,0,2015,1 -75,242458,0.02,0.01,4251084133,7625,Yes,High School or below,Male,No,Married,8,\N,3,1,25,Others,224,WY,120,193,No,No,0.67,5428,542,0,2015,2 -77,47415,0.06,0.01,4251056658,7626,Yes,Bachelor or equivalent,Female,Yes,Single,99,\N,0,3,94,Others,400,TX,219,228,No,No,0.2,2358,393,0,2015,1 -77,47415,0.06,0.01,4251056658,7626,Yes,Bachelor or equivalent,Female,Yes,Single,99,\N,0,3,94,Others,400,TX,219,228,No,No,0.2,10089,840,0,2015,2 -79,102373,0.02,0.01,4251098102,7627,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,1,6,63,Others,76,OH,319,13,No,No,0.73,6007,1001,0,2015,2 -41,213273,0,0.01,4251074470,7628,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,2,3,82,Technology Related Job,248,OR,15,28,No,No,0.19,4471,745,0,2015,1 -41,213273,0,0.01,4251074470,7628,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,2,3,82,Technology Related Job,248,OR,15,28,No,No,0.19,2331,582,0,2015,2 -44,18231,0.03,0.01,4251047204,7629,Yes,Bachelor or equivalent,Female,Yes,Single,98,\N,0,5,51,Technology Related Job,425,NJ,115,63,No,No,0.72,7791,865,0,2015,1 -44,18231,0.03,0.01,4251047204,7629,Yes,Bachelor or equivalent,Female,Yes,Single,98,\N,0,5,51,Technology Related Job,425,NJ,115,63,No,No,0.72,5682,631,0,2015,2 -31,210317,0.03,0.01,4251011518,7630,Yes,Master or equivalent,Male,Yes,Single,19,\N,2,7,42,Others,289,PA,20,193,No,No,0,535,535,0,2015,1 -31,210317,0.03,0.01,4251011518,7630,Yes,Master or equivalent,Male,Yes,Single,19,\N,2,7,42,Others,289,PA,20,193,No,No,0,3770,628,0,2015,2 -62,71217,0.01,0.02,4251082827,7631,Yes,PhD or equivalent,Female,No,Single,77,\N,3,5,61,Others,461,RI,217,208,No,No,0.46,4114,685,0,2015,1 -62,71217,0.01,0.02,4251082827,7631,Yes,PhD or equivalent,Female,No,Single,77,\N,3,5,61,Others,461,RI,217,208,No,No,0.46,2984,497,0,2015,2 -64,126174,0.05,0.01,4251046642,7632,Yes,High School or below,Female,Yes,Married,48,\N,1,7,30,Others,137,NY,317,243,No,No,0.99,2810,702,0,2015,1 -64,126174,0.05,0.01,4251046642,7632,Yes,High School or below,Female,Yes,Married,48,\N,1,7,30,Others,137,NY,317,243,No,No,0.99,6520,931,0,2015,2 -64,126174,0.05,0.01,4251046642,7632,Yes,High School or below,Female,Yes,Married,48,\N,1,7,30,Others,137,NY,317,243,No,No,0.99,2774,924,0,2015,3 -66,181132,0,0.01,4251069997,7633,Yes,High School or below,Male,Yes,Single,18,\N,2,1,0,Technology Related Job,314,MO,416,28,No,Yes,0.52,5896,842,0,2015,1 -66,181132,0,0.01,4251069997,7633,Yes,High School or below,Male,Yes,Single,18,\N,2,1,0,Technology Related Job,314,MO,416,28,No,Yes,0.52,3443,573,0,2015,2 -68,236089,0.04,0,4251038544,7634,Yes,High School or below,Male,Yes,Married,109,\N,3,4,69,Technology Related Job,490,KY,15,63,No,No,0.05,3749,937,0,2015,1 -68,236089,0.04,0,4251038544,7634,Yes,High School or below,Male,Yes,Married,109,\N,3,4,69,Technology Related Job,490,KY,15,63,No,No,0.05,3708,529,0,2015,2 -16,234118,0.06,0.02,4251010122,7635,Yes,High School or below,Male,Yes,Single,117,\N,2,1,9,Others,350,ND,19,173,No,No,0.26,5933,988,0,2015,1 -16,234118,0.06,0.02,4251010122,7635,Yes,High School or below,Male,Yes,Single,117,\N,2,1,9,Others,350,ND,19,173,No,No,0.26,4038,576,0,2015,2 -18,39076,0.02,0.02,4251030027,7636,Yes,High School or below,Male,Yes,Married,87,\N,3,3,79,Others,26,NE,118,208,No,No,0.8,5894,736,0,2015,1 -18,39076,0.02,0.02,4251030027,7636,Yes,High School or below,Male,Yes,Married,87,\N,3,3,79,Others,26,NE,118,208,No,No,0.8,7044,880,0,2015,2 -20,94033,0.05,0.01,4251084594,7637,Yes,Bachelor or equivalent,Male,No,Single,58,\N,0,5,48,Others,202,ME,217,243,No,No,0.33,8894,808,0,2015,1 -20,94033,0.05,0.01,4251084594,7637,Yes,Bachelor or equivalent,Male,No,Single,58,\N,0,5,48,Others,202,ME,217,243,No,No,0.33,3001,600,0,2015,2 -22,148991,0.01,0.01,4251071153,7638,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,1,0,18,Technology Related Job,379,ID,317,28,No,No,0.86,3929,785,0,2015,1 -22,148991,0.01,0.01,4251071153,7638,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,1,0,18,Technology Related Job,379,ID,317,28,No,No,0.86,4049,674,0,2015,2 -38,147020,0.03,0.02,4251032430,7639,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,0,5,58,Others,239,NH,320,138,No,No,0.07,6368,909,0,2015,1 -38,147020,0.03,0.02,4251032430,7639,Yes,Bachelor or equivalent,Male,Yes,Single,37,\N,0,5,58,Others,239,NH,320,138,No,No,0.07,5527,921,0,2015,2 -40,201977,0.07,0.02,4251071855,7640,Yes,Master or equivalent,Female,Yes,Married,7,\N,1,7,27,Others,415,MA,419,173,Yes,No,0.6,3887,555,0,2015,1 -40,201977,0.07,0.02,4251071855,7640,Yes,Master or equivalent,Female,Yes,Married,7,\N,1,7,27,Others,415,MA,419,173,Yes,No,0.6,2131,1065,0,2015,2 -43,6934,0.02,0.02,4251081323,7641,Yes,Master or equivalent,Female,Yes,Single,98,\N,2,1,97,Others,91,IN,19,208,No,No,0.13,1656,552,0,2015,1 -43,6934,0.02,0.02,4251081323,7641,Yes,Master or equivalent,Female,Yes,Single,98,\N,2,1,97,Others,91,IN,19,208,No,No,0.13,4196,1049,0,2015,2 -45,61892,0.06,0.01,4251063334,7642,Yes,High School or below,Male,Yes,Married,69,\N,3,4,66,Technology Related Job,268,CT,118,243,No,No,0.66,3769,1256,0,2015,1 -45,61892,0.06,0.01,4251063334,7642,Yes,High School or below,Male,Yes,Married,69,\N,3,4,66,Technology Related Job,268,CT,118,243,No,No,0.66,3149,629,0,2015,2 -61,59921,0,0.03,4251082105,7643,Yes,High School or below,Female,Yes,Single,77,\N,2,1,6,Others,128,MS,121,103,No,No,0.87,7025,878,0,2015,1 -61,59921,0,0.03,4251082105,7643,Yes,High School or below,Female,Yes,Single,77,\N,2,1,6,Others,128,MS,121,103,No,No,0.87,1471,735,0,2015,2 -63,114878,0.03,0.02,4251046310,7644,Yes,High School or below,Male,No,Married,47,\N,3,3,76,Others,304,KS,221,138,No,Yes,0.4,7158,715,1,2015,1 -63,114878,0.03,0.02,4251046310,7644,Yes,High School or below,Male,No,Married,47,\N,3,3,76,Others,304,KS,221,138,No,Yes,0.4,4995,624,1,2015,2 -65,169836,0.07,0.02,4251028557,7645,Yes,High School or below,Male,Yes,Single,18,\N,0,5,45,Others,480,FL,320,173,No,No,0.93,5003,714,0,2015,1 -65,169836,0.07,0.02,4251028557,7645,Yes,High School or below,Male,Yes,Single,18,\N,0,5,45,Others,480,FL,320,173,No,No,0.93,1346,673,0,2015,2 -67,224793,0.03,0.02,4251098392,7646,Yes,High School or below,Female,Yes,Married,109,\N,2,0,15,Others,156,AL,419,208,No,No,0.46,1236,247,0,2015,1 -67,224793,0.03,0.02,4251098392,7646,Yes,High School or below,Female,Yes,Married,109,\N,2,0,15,Others,156,AL,419,208,No,No,0.46,4435,739,0,2015,2 -15,222822,0.05,0.03,4251039219,7647,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,0,5,55,Others,17,LA,423,68,No,No,0.67,2285,571,0,2015,1 -15,222822,0.05,0.03,4251039219,7647,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,0,5,55,Others,17,LA,423,68,No,No,0.67,2371,474,0,2015,2 -17,27780,0,0.03,4251098293,7648,Yes,Bachelor or equivalent,Female,No,Married,87,\N,1,7,24,Others,193,HI,22,103,No,No,0.21,3360,672,0,2015,1 -17,27780,0,0.03,4251098293,7648,Yes,Bachelor or equivalent,Female,No,Married,87,\N,1,7,24,Others,193,HI,22,103,No,No,0.21,4722,674,0,2015,2 -19,82737,0.04,0.02,4251088498,7649,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,3,1,94,Others,369,AZ,121,138,No,No,0.74,4404,880,0,2015,1 -19,82737,0.04,0.02,4251088498,7649,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,3,1,94,Others,369,AZ,121,138,No,No,0.74,2887,721,0,2015,2 -19,82737,0.04,0.02,4251088498,7649,Yes,Bachelor or equivalent,Female,Yes,Single,58,\N,3,1,94,Others,369,AZ,121,138,No,No,0.74,1298,1298,0,2015,3 -22,137694,0,0.02,4251045737,7650,Yes,Master or equivalent,Female,No,Married,29,\N,0,3,63,Others,45,VA,221,173,No,No,0.27,3360,840,0,2015,1 -22,137694,0,0.02,4251045737,7650,Yes,Master or equivalent,Female,No,Married,29,\N,0,3,63,Others,45,VA,221,173,No,No,0.27,1974,987,0,2015,2 -52,248595,0.06,0.02,4251053710,7651,Yes,Master or equivalent,Male,Yes,Married,87,\N,1,1,82,Technology Related Job,218,WV,418,188,No,No,0.72,2999,749,0,2015,1 -52,248595,0.06,0.02,4251053710,7651,Yes,Master or equivalent,Male,Yes,Married,87,\N,1,1,82,Technology Related Job,218,WV,418,188,No,No,0.72,3082,616,0,2015,2 -40,190681,0.05,0.03,4251054443,7652,Yes,High School or below,Female,Yes,Married,7,\N,0,3,73,Others,82,CO,323,68,No,No,0.01,4135,827,0,2015,1 -40,190681,0.05,0.03,4251054443,7652,Yes,High School or below,Female,Yes,Married,7,\N,0,3,73,Others,82,CO,323,68,No,No,0.01,1912,956,0,2015,2 -40,190681,0.05,0.03,4251054443,7652,Yes,High School or below,Female,Yes,Married,7,\N,0,3,73,Others,82,CO,323,68,No,No,0.01,365,365,0,2015,3 -42,245638,0.01,0.03,4251022256,7653,Yes,High School or below,Male,Yes,Single,98,\N,1,5,42,Others,258,WV,423,103,No,No,0.54,2773,693,0,2015,1 -42,245638,0.01,0.03,4251022256,7653,Yes,High School or below,Male,Yes,Single,98,\N,1,5,42,Others,258,WV,423,103,No,No,0.54,3300,660,0,2015,2 -44,50596,0.04,0.02,4251028601,7654,Yes,High School or below,Male,No,Single,69,\N,2,7,12,Others,434,SD,22,138,No,No,0.07,4132,826,0,2015,1 -44,50596,0.04,0.02,4251028601,7654,Yes,High School or below,Male,No,Single,69,\N,2,7,12,Others,434,SD,22,138,No,No,0.07,5573,506,0,2015,2 -44,50596,0.04,0.02,4251028601,7654,Yes,High School or below,Male,No,Single,69,\N,2,7,12,Others,434,SD,22,138,No,No,0.07,460,460,0,2015,3 -74,161496,0.03,0.03,4251030632,7655,Yes,High School or below,Female,Yes,Married,7,\N,3,5,30,Technology Related Job,107,TX,219,153,No,No,0.53,2468,822,0,2015,1 -74,161496,0.03,0.03,4251030632,7655,Yes,High School or below,Female,Yes,Married,7,\N,3,5,30,Technology Related Job,107,TX,219,153,No,No,0.53,4310,862,0,2015,2 -76,216454,0.06,0.02,4251088235,7656,Yes,High School or below,Male,Yes,Single,98,\N,1,7,99,Technology Related Job,283,OH,318,187,No,No,0.06,3428,685,0,2015,1 -76,216454,0.06,0.02,4251088235,7656,Yes,High School or below,Male,Yes,Single,98,\N,1,7,99,Technology Related Job,283,OH,318,187,No,No,0.06,4917,819,0,2015,2 -76,216454,0.06,0.02,4251088235,7656,Yes,High School or below,Male,Yes,Single,98,\N,1,7,99,Technology Related Job,283,OH,318,187,No,No,0.06,1199,1199,0,2015,3 -64,158540,0.06,0.03,4251017582,7657,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,3,1,91,Others,147,TX,224,67,No,No,0.34,3883,776,0,2015,1 -64,158540,0.06,0.03,4251017582,7657,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,3,1,91,Others,147,TX,224,67,No,No,0.34,7790,1298,0,2015,2 -64,158540,0.06,0.03,4251017582,7657,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,3,1,91,Others,147,TX,224,67,No,No,0.34,1424,1424,0,2015,3 -66,213497,0.01,0.03,4251068679,7658,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,0,3,60,Others,323,OK,323,102,No,No,0.87,5556,1111,0,2015,1 -66,213497,0.01,0.03,4251068679,7658,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,0,3,60,Others,323,OK,323,102,No,No,0.87,4469,744,0,2015,2 -29,74397,0,0.03,4251089211,7659,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,2,1,79,Technology Related Job,495,OR,20,117,No,No,0.33,3046,1015,0,2015,1 -29,74397,0,0.03,4251089211,7659,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,2,1,79,Technology Related Job,495,OR,20,117,No,No,0.33,4201,840,0,2015,2 -31,129355,0.03,0.03,4251032490,7660,Yes,Bachelor or equivalent,Female,No,Married,18,\N,3,3,48,Technology Related Job,172,NJ,119,152,No,Yes,0.86,4958,826,0,2015,1 -31,129355,0.03,0.03,4251032490,7660,Yes,Bachelor or equivalent,Female,No,Married,18,\N,3,3,48,Technology Related Job,172,NJ,119,152,No,Yes,0.86,4689,937,0,2015,2 -33,184312,0.07,0.02,4251057207,7661,Yes,Master or equivalent,Female,Yes,Single,108,\N,0,5,17,Technology Related Job,348,MN,219,187,Yes,No,0.39,2929,585,0,2015,1 -33,184312,0.07,0.02,4251057207,7661,Yes,Master or equivalent,Female,Yes,Single,108,\N,0,5,17,Technology Related Job,348,MN,219,187,Yes,No,0.39,3482,870,0,2015,2 -21,126398,0.06,0.03,4251016040,7662,Yes,High School or below,Male,Yes,Single,29,\N,3,7,9,Others,212,NJ,124,67,No,No,0.68,5832,729,0,2015,1 -21,126398,0.06,0.03,4251016040,7662,Yes,High School or below,Male,Yes,Single,29,\N,3,7,9,Others,212,NJ,124,67,No,No,0.68,4959,826,0,2015,2 -51,237299,0.04,0,4251039844,7663,Yes,High School or below,Female,Yes,Single,87,\N,0,5,27,Technology Related Job,384,NY,321,82,No,No,0.13,4339,867,0,2015,1 -51,237299,0.04,0,4251039844,7663,Yes,High School or below,Female,Yes,Single,87,\N,0,5,27,Technology Related Job,384,NY,321,82,No,No,0.13,5456,909,0,2015,2 -53,42256,0,0.03,4251045680,7664,Yes,High School or below,Male,Yes,Married,58,\N,1,7,96,Technology Related Job,61,MO,421,117,No,No,0.66,3454,575,0,2015,1 -53,42256,0,0.03,4251045680,7664,Yes,High School or below,Male,Yes,Married,58,\N,1,7,96,Technology Related Job,61,MO,421,117,No,No,0.66,1322,1322,0,2015,2 -55,97214,0.04,0.03,4251058886,7665,Yes,High School or below,Male,Yes,Single,28,\N,2,1,66,Technology Related Job,237,KY,20,152,No,No,0.19,5250,656,0,2015,1 -55,97214,0.04,0.03,4251058886,7665,Yes,High School or below,Male,Yes,Single,28,\N,2,1,66,Technology Related Job,237,KY,20,152,No,No,0.19,2942,980,0,2015,2 -55,97214,0.04,0.03,4251058886,7665,Yes,High School or below,Male,Yes,Single,28,\N,2,1,66,Technology Related Job,237,KY,20,152,No,No,0.19,816,816,0,2015,3 -57,152171,0.07,0.02,4251063689,7666,Yes,High School or below,Male,No,Married,119,\N,3,4,35,Technology Related Job,413,GA,119,187,No,No,0.73,5962,662,1,2015,1 -57,152171,0.07,0.02,4251063689,7666,Yes,High School or below,Male,No,Married,119,\N,3,4,35,Technology Related Job,413,GA,119,187,No,No,0.73,2951,737,1,2015,2 -57,152171,0.07,0.02,4251063689,7666,Yes,High School or below,Male,No,Married,119,\N,3,4,35,Technology Related Job,413,GA,119,187,No,No,0.73,969,969,1,2015,3 -73,150200,0.01,0,4251041577,7667,Yes,High School or below,Male,No,Single,7,\N,2,1,76,Others,273,NE,123,47,No,No,0.94,1267,422,0,2015,1 -73,150200,0.01,0,4251041577,7667,Yes,High School or below,Male,No,Single,7,\N,2,1,76,Others,273,NE,123,47,No,No,0.94,922,922,0,2015,2 -76,205157,0.05,0.03,4251072404,7668,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,3,3,45,Technology Related Job,449,ME,222,82,No,No,0.47,989,494,0,2015,1 -76,205157,0.05,0.03,4251072404,7668,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,3,3,45,Technology Related Job,449,ME,222,82,No,No,0.47,1689,422,0,2015,2 -78,10115,0.01,0.03,4251009025,7669,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,0,5,14,Technology Related Job,126,ID,321,117,No,No,0,4766,680,0,2015,1 -78,10115,0.01,0.03,4251009025,7669,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,0,5,14,Technology Related Job,126,ID,321,117,No,No,0,4448,741,0,2015,2 -12,65072,0.04,0.03,4251028564,7670,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,0,84,Technology Related Job,302,CA,421,152,No,No,0.53,1289,1289,0,2015,1 -12,65072,0.04,0.03,4251028564,7670,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,2,0,84,Technology Related Job,302,CA,421,152,No,No,0.53,546,546,0,2015,2 -28,63101,0.06,0,4251025750,7671,Yes,Master or equivalent,Female,Yes,Single,47,\N,0,5,24,Others,162,MI,424,12,No,Yes,0.74,1404,468,0,2015,1 -28,63101,0.06,0,4251025750,7671,Yes,Master or equivalent,Female,Yes,Single,47,\N,0,5,24,Others,162,MI,424,12,No,Yes,0.74,5609,801,0,2015,2 -30,118059,0.02,0,4251070257,7672,Yes,Master or equivalent,Female,Yes,Married,17,\N,1,7,93,Others,338,IN,23,47,No,No,0.27,2111,527,0,2015,1 -30,118059,0.02,0,4251070257,7672,Yes,Master or equivalent,Female,Yes,Married,17,\N,1,7,93,Others,338,IN,23,47,No,No,0.27,6150,683,0,2015,2 -30,118059,0.02,0,4251070257,7672,Yes,Master or equivalent,Female,Yes,Married,17,\N,1,7,93,Others,338,IN,23,47,No,No,0.27,1422,1422,0,2015,3 -32,173016,0.05,0.03,4251012911,7673,Yes,High School or below,Male,No,Single,108,\N,3,1,63,Technology Related Job,15,CT,123,82,No,No,0.8,6660,740,0,2015,1 -32,173016,0.05,0.03,4251012911,7673,Yes,High School or below,Male,No,Single,108,\N,3,1,63,Technology Related Job,15,CT,123,82,No,No,0.8,2080,416,0,2015,2 -48,171045,0,0.01,4251030381,7674,Yes,High School or below,Female,Yes,Married,116,\N,1,7,3,Others,375,MS,126,192,No,No,0.01,5425,1085,0,2015,1 -48,171045,0,0.01,4251030381,7674,Yes,High School or below,Female,Yes,Married,116,\N,1,7,3,Others,375,MS,126,192,No,No,0.01,1360,453,0,2015,2 -50,226003,0.03,0.01,4251087717,7675,Yes,High School or below,Male,Yes,Single,87,\N,2,1,73,Others,51,KS,225,227,No,No,0.54,3750,535,0,2015,1 -50,226003,0.03,0.01,4251087717,7675,Yes,High School or below,Male,Yes,Single,87,\N,2,1,73,Others,51,KS,225,227,No,No,0.54,2680,893,0,2015,2 -52,30960,0.07,0,4251025431,7676,Yes,High School or below,Male,Yes,Married,57,\N,0,3,42,Others,227,FL,325,12,No,No,0.07,4008,1002,0,2015,1 -52,30960,0.07,0,4251025431,7676,Yes,High School or below,Male,Yes,Married,57,\N,0,3,42,Others,227,FL,325,12,No,No,0.07,1301,650,0,2015,2 -54,85917,0.02,0,4251093529,7677,Yes,High School or below,Female,Yes,Single,28,\N,1,5,11,Others,403,AK,424,47,No,No,0.6,4347,869,0,2015,1 -54,85917,0.02,0,4251093529,7677,Yes,High School or below,Female,Yes,Single,28,\N,1,5,11,Others,403,AK,424,47,No,No,0.6,4829,804,0,2015,2 -17,196818,0.01,0,4251092136,7678,Yes,High School or below,Male,Yes,Single,86,\N,2,3,30,Technology Related Job,76,AZ,121,62,No,No,0.06,2475,495,1,2015,1 -17,196818,0.01,0,4251092136,7678,Yes,High School or below,Male,Yes,Single,86,\N,2,3,30,Technology Related Job,76,AZ,121,62,No,No,0.06,1710,570,1,2015,2 -72,138904,0,0.01,4251099706,7679,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,1,5,21,Others,440,HI,27,192,No,No,0.35,4572,762,0,2015,1 -72,138904,0,0.01,4251099706,7679,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,1,5,21,Others,440,HI,27,192,No,No,0.35,3383,676,0,2015,2 -72,138904,0,0.01,4251099706,7679,Yes,Bachelor or equivalent,Female,Yes,Single,7,\N,1,5,21,Others,440,HI,27,192,No,No,0.35,411,411,0,2015,3 -75,193861,0.04,0.01,4251061984,7680,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,2,7,90,Others,116,AR,126,227,No,No,0.88,4074,452,0,2015,1 -75,193861,0.04,0.01,4251061984,7680,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,2,7,90,Others,116,AR,126,227,No,No,0.88,5309,884,0,2015,2 -77,248819,0.07,0,4251024419,7681,Yes,Master or equivalent,Female,Yes,Single,68,\N,3,1,60,Others,292,VA,225,12,No,No,0.41,4961,620,0,2015,1 -77,248819,0.07,0,4251024419,7681,Yes,Master or equivalent,Female,Yes,Single,68,\N,3,1,60,Others,292,VA,225,12,No,No,0.41,6054,864,0,2015,2 -39,109719,0.05,0.01,4251061082,7682,Yes,Master or equivalent,Male,Yes,Single,6,\N,0,7,78,Technology Related Job,465,WV,422,27,No,No,0.86,5256,750,0,2015,1 -39,109719,0.05,0.01,4251061082,7682,Yes,Master or equivalent,Male,Yes,Single,6,\N,0,7,78,Technology Related Job,465,WV,422,27,No,No,0.86,5457,1091,0,2015,2 -41,164677,0.01,0,4251040402,7683,Yes,PhD or equivalent,Female,No,Married,97,\N,2,1,48,Technology Related Job,141,SD,21,62,No,No,0.4,3300,825,0,2015,1 -41,164677,0.01,0,4251040402,7683,Yes,PhD or equivalent,Female,No,Married,97,\N,2,1,48,Technology Related Job,141,SD,21,62,No,No,0.4,4497,749,0,2015,2 -29,106763,0.01,0.01,4251036307,7684,Yes,High School or below,Male,No,Married,17,\N,0,3,39,Others,5,WV,427,192,No,No,0.68,1227,1227,0,2015,1 -29,106763,0.01,0.01,4251036307,7684,Yes,High School or below,Male,No,Married,17,\N,0,3,39,Others,5,WV,427,192,No,No,0.68,4821,964,0,2015,2 -29,106763,0.01,0.01,4251036307,7684,Yes,High School or below,Male,No,Married,17,\N,0,3,39,Others,5,WV,427,192,No,No,0.68,438,438,0,2015,3 -31,161720,0.04,0.01,4251060498,7685,Yes,High School or below,Male,Yes,Single,108,\N,1,5,8,Others,181,SD,27,227,No,No,0.21,3327,475,0,2015,1 -31,161720,0.04,0.01,4251060498,7685,Yes,High School or below,Male,Yes,Single,108,\N,1,5,8,Others,181,SD,27,227,No,No,0.21,3322,474,0,2015,2 -62,22620,0.02,0.01,4251031280,7686,Yes,High School or below,Female,Yes,Single,46,\N,3,3,27,Technology Related Job,354,TX,223,242,No,No,0.67,4929,821,0,2015,1 -62,22620,0.02,0.01,4251031280,7686,Yes,High School or below,Female,Yes,Single,46,\N,3,3,27,Technology Related Job,354,TX,223,242,No,No,0.67,2039,509,0,2015,2 -62,22620,0.02,0.01,4251031280,7686,Yes,High School or below,Female,Yes,Single,46,\N,3,3,27,Technology Related Job,354,TX,223,242,No,No,0.67,1152,1152,0,2015,3 -64,77578,0.06,0.01,4251099845,7687,Yes,High School or below,Male,Yes,Married,17,\N,0,5,96,Technology Related Job,30,OH,323,27,No,Yes,0.2,3220,460,0,2015,1 -64,77578,0.06,0.01,4251099845,7687,Yes,High School or below,Male,Yes,Married,17,\N,0,5,96,Technology Related Job,30,OH,323,27,No,Yes,0.2,6499,1083,0,2015,2 -66,132535,0.02,0,4251072967,7688,Yes,High School or below,Male,Yes,Single,108,\N,1,7,65,Technology Related Job,206,NV,422,62,No,No,0.73,5448,1089,0,2015,1 -66,132535,0.02,0,4251072967,7688,Yes,High School or below,Male,Yes,Single,108,\N,1,7,65,Technology Related Job,206,NV,422,62,No,No,0.73,3007,601,0,2015,2 -54,74621,0.01,0.01,4251084142,7689,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,0,1,57,Others,70,OK,328,192,Yes,No,0.01,3738,623,0,2015,1 -54,74621,0.01,0.01,4251084142,7689,Yes,Bachelor or equivalent,Female,Yes,Single,28,\N,0,1,57,Others,70,OK,328,192,Yes,No,0.01,132,132,0,2015,2 -16,185522,0.07,0.01,4251093176,7690,Yes,Bachelor or equivalent,Male,No,Single,86,\N,1,7,75,Technology Related Job,242,PA,25,207,No,No,0.47,1275,637,0,2015,1 -16,185522,0.07,0.01,4251093176,7690,Yes,Bachelor or equivalent,Male,No,Single,86,\N,1,7,75,Technology Related Job,242,PA,25,207,No,No,0.47,2978,496,0,2015,2 -18,240479,0.03,0.01,4251085157,7691,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,2,1,45,Technology Related Job,419,NJ,124,242,No,No,0,5424,678,0,2015,1 -18,240479,0.03,0.01,4251085157,7691,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,2,1,45,Technology Related Job,419,NJ,124,242,No,No,0,1885,628,0,2015,2 -18,240479,0.03,0.01,4251085157,7691,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,2,1,45,Technology Related Job,419,NJ,124,242,No,No,0,1351,1351,0,2015,3 -20,45437,0.06,0.01,4251087383,7692,Yes,Master or equivalent,Female,Yes,Single,28,\N,3,3,14,Technology Related Job,95,MN,223,27,No,No,0.53,5022,627,0,2015,1 -20,45437,0.06,0.01,4251087383,7692,Yes,Master or equivalent,Female,Yes,Single,28,\N,3,3,14,Technology Related Job,95,MN,223,27,No,No,0.53,2023,404,0,2015,2 -22,100394,0.02,0,4251080062,7693,Yes,Master or equivalent,Female,Yes,Single,118,\N,0,5,83,Technology Related Job,271,IA,323,62,No,No,0.06,1140,570,1,2015,1 -22,100394,0.02,0,4251080062,7693,Yes,Master or equivalent,Female,Yes,Single,118,\N,0,5,83,Technology Related Job,271,IA,323,62,No,No,0.06,1454,484,1,2015,2 -38,98423,0.04,0.02,4251088036,7694,Yes,High School or below,Female,Yes,Single,6,\N,3,3,24,Technology Related Job,131,NY,326,172,No,No,0.27,4124,824,0,2015,1 -38,98423,0.04,0.02,4251088036,7694,Yes,High School or below,Female,Yes,Single,6,\N,3,3,24,Technology Related Job,131,NY,326,172,No,No,0.27,6480,925,0,2015,2 -40,153380,0,0.01,4251009682,7695,Yes,High School or below,Female,Yes,Married,97,\N,0,5,93,Technology Related Job,308,MO,425,207,No,No,0.81,4472,894,0,2015,1 -40,153380,0,0.01,4251009682,7695,Yes,High School or below,Female,Yes,Married,97,\N,0,5,93,Technology Related Job,308,MO,425,207,No,No,0.81,3700,1233,0,2015,2 -43,208338,0.03,0.01,4251061616,7696,Yes,High School or below,Male,No,Married,68,\N,1,7,62,Technology Related Job,484,KY,25,242,No,No,0.34,683,341,0,2015,1 -43,208338,0.03,0.01,4251061616,7696,Yes,High School or below,Male,No,Married,68,\N,1,7,62,Technology Related Job,484,KY,25,242,No,No,0.34,3329,1109,0,2015,2 -58,206367,0.05,0.03,4251012234,7697,Yes,High School or below,Male,Yes,Married,75,\N,0,5,3,Others,344,ND,28,102,No,No,0.55,4885,697,0,2015,1 -58,206367,0.05,0.03,4251012234,7697,Yes,High School or below,Male,Yes,Married,75,\N,0,5,3,Others,344,ND,28,102,No,No,0.55,2663,443,0,2015,2 -58,206367,0.05,0.03,4251012234,7697,Yes,High School or below,Male,Yes,Married,75,\N,0,5,3,Others,344,ND,28,102,No,No,0.55,822,822,0,2015,3 -61,11324,0.01,0.02,4251038343,7698,Yes,High School or below,Male,Yes,Single,46,\N,1,7,72,Others,20,NE,127,137,No,Yes,0.08,5487,1097,0,2015,1 -61,11324,0.01,0.02,4251038343,7698,Yes,High School or below,Male,Yes,Single,46,\N,1,7,72,Others,20,NE,127,137,No,Yes,0.08,239,119,0,2015,2 -61,11324,0.01,0.02,4251038343,7698,Yes,High School or below,Male,Yes,Single,46,\N,1,7,72,Others,20,NE,127,137,No,Yes,0.08,362,362,0,2015,3 -63,66282,0.05,0.02,4251078285,7699,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,2,1,42,Technology Related Job,196,MD,227,172,No,No,0.61,5300,757,0,2015,1 -63,66282,0.05,0.02,4251078285,7699,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,2,1,42,Technology Related Job,196,MD,227,172,No,No,0.61,4464,637,0,2015,2 -65,121239,0,0.01,4251027007,7700,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,0,3,11,Technology Related Job,373,ID,326,207,No,No,0.14,2134,711,0,2015,1 -65,121239,0,0.01,4251027007,7700,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,0,3,11,Technology Related Job,373,ID,326,207,No,No,0.14,3296,659,0,2015,2 -65,121239,0,0.01,4251027007,7700,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,0,3,11,Technology Related Job,373,ID,326,207,No,No,0.14,1323,1323,0,2015,3 -13,119268,0.02,0.03,4251054284,7701,Yes,Master or equivalent,Male,No,Married,115,\N,2,0,51,Others,233,NH,329,67,No,Yes,0.35,744,744,0,2015,1 -13,119268,0.02,0.03,4251054284,7701,Yes,Master or equivalent,Male,No,Married,115,\N,2,0,51,Others,233,NH,329,67,No,Yes,0.35,5301,757,0,2015,2 -15,174226,0.06,0.03,4251048385,7702,Yes,Master or equivalent,Female,Yes,Married,86,\N,3,3,21,Others,409,MI,429,102,No,No,0.88,4497,562,0,2015,1 -15,174226,0.06,0.03,4251048385,7702,Yes,Master or equivalent,Female,Yes,Married,86,\N,3,3,21,Others,409,MI,429,102,No,No,0.88,3502,700,0,2015,2 -15,174226,0.06,0.03,4251048385,7702,Yes,Master or equivalent,Female,Yes,Married,86,\N,3,3,21,Others,409,MI,429,102,No,No,0.88,1356,1356,0,2015,3 -17,229183,0.02,0.02,4251061957,7703,Yes,PhD or equivalent,Female,Yes,Single,57,\N,1,5,90,Technology Related Job,85,IN,28,137,No,No,0.41,4518,1129,0,2015,1 -17,229183,0.02,0.02,4251061957,7703,Yes,PhD or equivalent,Female,Yes,Single,57,\N,1,5,90,Technology Related Job,85,IN,28,137,No,No,0.41,2484,414,0,2015,2 -19,34141,0.05,0.02,4251093919,7704,Yes,High School or below,Male,Yes,Married,27,\N,2,7,59,Technology Related Job,262,CT,127,172,No,No,0.94,5552,793,0,2015,1 -19,34141,0.05,0.02,4251093919,7704,Yes,High School or below,Male,Yes,Married,27,\N,2,7,59,Technology Related Job,262,CT,127,172,No,No,0.94,3583,895,0,2015,2 -19,34141,0.05,0.02,4251093919,7704,Yes,High School or below,Male,Yes,Married,27,\N,2,7,59,Technology Related Job,262,CT,127,172,No,No,0.94,1365,1365,0,2015,3 -50,145041,0.03,0.02,4251067554,7705,Yes,High School or below,Female,Yes,Married,85,\N,3,5,78,Technology Related Job,434,FL,324,187,No,No,0.4,3793,541,0,2015,1 -50,145041,0.03,0.02,4251067554,7705,Yes,High School or below,Female,Yes,Married,85,\N,3,5,78,Technology Related Job,434,FL,324,187,No,No,0.4,3180,795,0,2015,2 -37,87127,0.03,0.03,4251035199,7706,Yes,High School or below,Male,Yes,Married,6,\N,2,7,69,Others,298,KS,230,67,No,No,0.68,5147,857,0,2015,1 -37,87127,0.03,0.03,4251035199,7706,Yes,High School or below,Male,Yes,Married,6,\N,2,7,69,Others,298,KS,230,67,No,No,0.68,2514,628,0,2015,2 -40,142084,0.06,0.02,4251074291,7707,Yes,High School or below,Male,No,Single,97,\N,3,1,39,Others,474,FL,329,102,No,No,0.22,259,259,0,2015,1 -40,142084,0.06,0.02,4251074291,7707,Yes,High School or below,Male,No,Single,97,\N,3,1,39,Others,474,FL,329,102,No,No,0.22,479,239,0,2015,2 -70,2985,0.05,0.03,4251082233,7708,Yes,High School or below,Female,Yes,Single,35,\N,0,6,57,Technology Related Job,147,HI,26,117,No,No,0.67,4438,493,0,2015,1 -70,2985,0.05,0.03,4251082233,7708,Yes,High School or below,Female,Yes,Single,35,\N,0,6,57,Technology Related Job,147,HI,26,117,No,No,0.67,4716,943,0,2015,2 -72,57942,0,0.02,4251036537,7709,Yes,High School or below,Male,Yes,Married,5,\N,1,1,27,Technology Related Job,323,AZ,126,152,No,No,0.2,1898,949,0,2015,1 -72,57942,0,0.02,4251036537,7709,Yes,High School or below,Male,Yes,Married,5,\N,1,1,27,Technology Related Job,323,AZ,126,152,No,No,0.2,3930,786,0,2015,2 -74,112900,0.04,0.02,4251056273,7710,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,3,3,96,Non-technology Related Job,499,VA,225,187,No,No,0.73,5605,1121,0,2015,1 -74,112900,0.04,0.02,4251056273,7710,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,3,3,96,Non-technology Related Job,499,VA,225,187,No,No,0.73,1706,426,0,2015,2 -74,112900,0.04,0.02,4251056273,7710,Yes,Bachelor or equivalent,Male,Yes,Single,96,\N,3,3,96,Non-technology Related Job,499,VA,225,187,No,No,0.73,692,692,0,2015,3 -62,54986,0.03,0.03,4251076961,7711,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,1,5,87,Others,363,AR,131,67,No,No,0.02,8599,781,0,2015,1 -62,54986,0.03,0.03,4251076961,7711,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,1,5,87,Others,363,AR,131,67,No,No,0.02,3407,681,0,2015,2 -24,165886,0.02,0.03,4251081062,7712,Yes,Master or equivalent,Male,Yes,Single,74,\N,2,2,6,Technology Related Job,35,CO,328,82,No,No,0.47,8055,805,0,2015,1 -24,165886,0.02,0.03,4251081062,7712,Yes,Master or equivalent,Male,Yes,Single,74,\N,2,2,6,Technology Related Job,35,CO,328,82,No,No,0.47,2554,510,0,2015,2 -26,220844,0.05,0.03,4251066130,7713,Yes,Master or equivalent,Male,No,Married,45,\N,0,5,75,Technology Related Job,212,WV,427,117,No,No,0.01,4434,633,0,2015,1 -26,220844,0.05,0.03,4251066130,7713,Yes,Master or equivalent,Male,No,Married,45,\N,0,5,75,Technology Related Job,212,WV,427,117,No,No,0.01,3511,877,0,2015,2 -29,25801,0.01,0.02,4251017303,7714,Yes,PhD or equivalent,Female,Yes,Single,16,\N,1,7,44,Technology Related Job,388,SD,26,152,No,Yes,0.54,4408,629,0,2015,1 -29,25801,0.01,0.02,4251017303,7714,Yes,PhD or equivalent,Female,Yes,Single,16,\N,1,7,44,Technology Related Job,388,SD,26,152,No,Yes,0.54,6380,708,0,2015,2 -31,80758,0.04,0.02,4251080506,7715,Yes,High School or below,Female,Yes,Married,107,\N,2,1,14,Non-technology Related Job,64,NC,125,187,No,No,0.07,2851,712,0,2015,1 -31,80758,0.04,0.02,4251080506,7715,Yes,High School or below,Female,Yes,Married,107,\N,2,1,14,Non-technology Related Job,64,NC,125,187,No,No,0.07,3733,933,0,2015,2 -31,80758,0.04,0.02,4251080506,7715,Yes,High School or below,Female,Yes,Married,107,\N,2,1,14,Non-technology Related Job,64,NC,125,187,No,No,0.07,615,307,0,2015,3 -47,78787,0.06,0,4251008613,7716,Yes,High School or below,Female,Yes,Single,114,\N,0,6,54,Technology Related Job,424,WY,129,47,No,No,0.28,965,482,0,2015,1 -47,78787,0.06,0,4251008613,7716,Yes,High School or below,Female,Yes,Single,114,\N,0,6,54,Technology Related Job,424,WY,129,47,No,No,0.28,5441,1088,0,2015,2 -49,133745,0.02,0.03,4251087256,7717,Yes,High School or below,Female,Yes,Married,85,\N,2,1,24,Technology Related Job,101,TX,228,82,No,No,0.81,4695,586,0,2015,1 -49,133745,0.02,0.03,4251087256,7717,Yes,High School or below,Female,Yes,Married,85,\N,2,1,24,Technology Related Job,101,TX,228,82,No,No,0.81,1050,525,0,2015,2 -51,188702,0.06,0.03,4251095586,7718,Yes,High School or below,Male,Yes,Single,56,\N,3,3,93,Technology Related Job,277,OK,327,117,No,No,0.34,4876,696,0,2015,1 -51,188702,0.06,0.03,4251095586,7718,Yes,High School or below,Male,Yes,Single,56,\N,3,3,93,Technology Related Job,277,OK,327,117,No,No,0.34,809,202,0,2015,2 -53,243660,0.01,0.02,4251091443,7719,Yes,High School or below,Male,No,Married,27,\N,0,5,62,Technology Related Job,453,NV,427,152,No,No,0.87,4518,753,0,2015,1 -53,243660,0.01,0.02,4251091443,7719,Yes,High School or below,Male,No,Married,27,\N,0,5,62,Technology Related Job,453,NV,427,152,No,No,0.87,2388,796,0,2015,2 -69,241689,0.03,0,4251045603,7720,Yes,Bachelor or equivalent,Male,Yes,Single,34,\N,3,2,3,Technology Related Job,313,VT,430,12,No,No,0.08,2042,680,0,2015,1 -69,241689,0.03,0,4251045603,7720,Yes,Bachelor or equivalent,Male,Yes,Single,34,\N,3,2,3,Technology Related Job,313,VT,430,12,No,No,0.08,3626,518,0,2015,2 -71,46646,0.07,0,4251010075,7721,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,0,5,72,Technology Related Job,489,PA,29,47,No,No,0.61,2382,476,0,2015,1 -71,46646,0.07,0,4251010075,7721,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,0,5,72,Technology Related Job,489,PA,29,47,No,No,0.61,3617,1205,0,2015,2 -71,46646,0.07,0,4251010075,7721,Yes,Bachelor or equivalent,Male,Yes,Married,5,\N,0,5,72,Technology Related Job,489,PA,29,47,No,No,0.61,428,428,0,2015,3 -73,101604,0.03,0.03,4251063900,7722,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,1,7,41,Technology Related Job,166,NJ,129,82,No,No,0.14,601,300,0,2015,1 -73,101604,0.03,0.03,4251063900,7722,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,1,7,41,Technology Related Job,166,NJ,129,82,No,No,0.14,569,569,0,2015,2 -76,156561,0.06,0.03,4251087606,7723,Yes,Master or equivalent,Female,Yes,Married,67,\N,2,1,11,Technology Related Job,342,MN,228,117,No,No,0.67,11142,857,0,2015,1 -76,156561,0.06,0.03,4251087606,7723,Yes,Master or equivalent,Female,Yes,Married,67,\N,2,1,11,Technology Related Job,342,MN,228,117,No,No,0.67,1891,945,0,2015,2 -23,154590,0,0,4251036853,7724,Yes,High School or below,Female,No,Single,74,\N,1,6,51,Technology Related Job,202,SC,231,227,No,No,0.89,5330,888,0,2015,1 -23,154590,0,0,4251036853,7724,Yes,High School or below,Female,No,Single,74,\N,1,6,51,Technology Related Job,202,SC,231,227,No,No,0.89,7890,876,0,2015,2 -26,209547,0.04,0,4251043355,7725,Yes,High School or below,Female,Yes,Married,45,\N,2,0,21,Technology Related Job,378,NY,331,12,No,Yes,0.42,3780,630,1,2015,1 -26,209547,0.04,0,4251043355,7725,Yes,High School or below,Female,Yes,Married,45,\N,2,0,21,Technology Related Job,378,NY,331,12,No,Yes,0.42,3408,1136,1,2015,2 -28,14505,0.07,0,4251046733,7726,Yes,High School or below,Female,Yes,Single,16,\N,3,3,90,Technology Related Job,55,MO,430,47,No,No,0.95,9304,664,0,2015,1 -28,14505,0.07,0,4251046733,7726,Yes,High School or below,Female,Yes,Single,16,\N,3,3,90,Technology Related Job,55,MO,430,47,No,No,0.95,3457,691,0,2015,2 -30,69462,0.03,0.03,4251019777,7727,Yes,High School or below,Male,Yes,Married,107,\N,1,5,59,Technology Related Job,231,LA,29,82,No,No,0.48,1555,518,0,2015,1 -30,69462,0.03,0.03,4251019777,7727,Yes,High School or below,Male,Yes,Married,107,\N,1,5,59,Technology Related Job,231,LA,29,82,No,No,0.48,3765,753,0,2015,2 -46,67491,0.05,0.01,4251084351,7728,No,High School or below,Female,Yes,Single,114,\N,3,2,0,Others,91,OH,33,192,No,Yes,0.69,4335,722,0,2015,1 -46,67491,0.05,0.01,4251084351,7728,No,High School or below,Female,Yes,Single,114,\N,3,2,0,Others,91,OH,33,192,No,Yes,0.69,2067,689,0,2015,2 -48,122449,0.01,0,4251080249,7729,Yes,High School or below,Male,Yes,Married,85,\N,0,4,69,Technology Related Job,267,NE,132,227,No,No,0.22,3057,611,0,2015,1 -48,122449,0.01,0,4251080249,7729,Yes,High School or below,Male,Yes,Married,85,\N,0,4,69,Technology Related Job,267,NE,132,227,No,No,0.22,3053,436,0,2015,2 -50,177406,0.04,0,4251034152,7730,Yes,Bachelor or equivalent,Male,No,Single,56,\N,2,7,38,Technology Related Job,443,MD,231,12,No,No,0.75,1961,653,0,2015,1 -50,177406,0.04,0,4251034152,7730,Yes,Bachelor or equivalent,Male,No,Single,56,\N,2,7,38,Technology Related Job,443,MD,231,12,No,No,0.75,8311,1038,0,2015,2 -12,38307,0.03,0,4251021272,7731,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,3,4,57,Non-technology Related Job,116,MI,428,27,No,No,0.21,2169,723,0,2015,1 -12,38307,0.03,0,4251021272,7731,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,3,4,57,Non-technology Related Job,116,MI,428,27,No,No,0.21,2231,446,0,2015,2 -15,93264,0.06,0,4251072374,7732,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,0,6,26,Non-technology Related Job,292,IN,28,62,No,No,0.74,1094,364,0,2015,1 -15,93264,0.06,0,4251072374,7732,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,0,6,26,Non-technology Related Job,292,IN,28,62,No,No,0.74,2124,531,0,2015,2 -15,93264,0.06,0,4251072374,7732,Yes,Bachelor or equivalent,Male,Yes,Married,85,\N,0,6,26,Non-technology Related Job,292,IN,28,62,No,No,0.74,1330,1330,0,2015,3 -70,35350,0.06,0.01,4251068196,7733,Yes,Master or equivalent,Female,Yes,Married,5,\N,3,0,18,Others,156,MI,433,192,No,No,0.02,5427,904,0,2015,1 -70,35350,0.06,0.01,4251068196,7733,Yes,Master or equivalent,Female,Yes,Married,5,\N,3,0,18,Others,156,MI,433,192,No,No,0.02,2860,476,0,2015,2 -72,90307,0.01,0,4251028909,7734,Yes,PhD or equivalent,Female,Yes,Single,96,\N,0,3,87,Technology Related Job,332,IN,33,227,Yes,No,0.55,2470,617,0,2015,1 -72,90307,0.01,0,4251028909,7734,Yes,PhD or equivalent,Female,Yes,Single,96,\N,0,3,87,Technology Related Job,332,IN,33,227,Yes,No,0.55,1658,829,0,2015,2 -35,201208,0.07,0.01,4251026914,7735,Yes,High School or below,Male,Yes,Single,34,\N,1,0,5,Technology Related Job,5,KS,230,242,No,No,0.01,4084,583,0,2015,1 -35,201208,0.07,0.01,4251026914,7735,Yes,High School or below,Male,Yes,Single,34,\N,1,0,5,Technology Related Job,5,KS,230,242,No,No,0.01,4466,893,0,2015,2 -35,201208,0.07,0.01,4251026914,7735,Yes,High School or below,Male,Yes,Single,34,\N,1,0,5,Technology Related Job,5,KS,230,242,No,No,0.01,755,755,0,2015,3 -37,6165,0.03,0,4251085069,7736,Yes,High School or below,Female,No,Married,5,\N,2,2,75,Non-technology Related Job,181,FL,329,27,No,No,0.54,7018,779,0,2015,1 -37,6165,0.03,0,4251085069,7736,Yes,High School or below,Female,No,Married,5,\N,2,2,75,Non-technology Related Job,181,FL,329,27,No,No,0.54,6228,889,0,2015,2 -39,61123,0.07,0,4251008583,7737,Yes,High School or below,Female,Yes,Single,95,\N,0,5,44,Non-technology Related Job,357,AK,428,62,No,No,0.07,3468,693,0,2015,1 -39,61123,0.07,0,4251008583,7737,Yes,High School or below,Female,Yes,Single,95,\N,0,5,44,Non-technology Related Job,357,AK,428,62,No,No,0.07,3362,840,0,2015,2 -27,3209,0.06,0.01,4251014777,7738,Yes,High School or below,Male,Yes,Married,16,\N,2,7,35,Others,221,FL,334,192,No,No,0.36,4568,652,1,2015,1 -27,3209,0.06,0.01,4251014777,7738,Yes,High School or below,Male,Yes,Married,16,\N,2,7,35,Others,221,FL,334,192,No,No,0.36,1476,492,1,2015,2 -57,114109,0.04,0.01,4251096314,7739,Yes,High School or below,Female,Yes,Single,74,\N,3,4,54,Technology Related Job,394,HI,31,207,No,No,0.81,4290,476,0,2015,1 -57,114109,0.04,0.01,4251096314,7739,Yes,High School or below,Female,Yes,Single,74,\N,3,4,54,Technology Related Job,394,HI,31,207,No,No,0.81,5347,1069,0,2015,2 -59,169067,0,0.01,4251085098,7740,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,0,6,23,Technology Related Job,70,AR,130,242,No,No,0.34,4506,563,0,2015,1 -59,169067,0,0.01,4251085098,7740,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,0,6,23,Technology Related Job,70,AR,130,242,No,No,0.34,3936,656,0,2015,2 -62,224024,0.04,0,4251033434,7741,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,2,1,93,Non-technology Related Job,246,VA,229,27,No,Yes,0.87,2576,644,0,2015,1 -62,224024,0.04,0,4251033434,7741,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,2,1,93,Non-technology Related Job,246,VA,229,27,No,Yes,0.87,3956,791,0,2015,2 -62,224024,0.04,0,4251033434,7741,Yes,Bachelor or equivalent,Male,Yes,Married,15,\N,2,1,93,Non-technology Related Job,246,VA,229,27,No,Yes,0.87,969,969,0,2015,3 -64,28981,0.07,0,4251036933,7742,Yes,Bachelor or equivalent,Male,No,Single,106,\N,3,3,62,Non-technology Related Job,422,RI,329,62,No,No,0.41,2167,541,0,2015,1 -64,28981,0.07,0,4251036933,7742,Yes,Bachelor or equivalent,Male,No,Single,106,\N,3,3,62,Non-technology Related Job,422,RI,329,62,No,No,0.41,6950,868,0,2015,2 -64,28981,0.07,0,4251036933,7742,Yes,Bachelor or equivalent,Male,No,Single,106,\N,3,3,62,Non-technology Related Job,422,RI,329,62,No,No,0.41,122,122,0,2015,3 -12,27010,0.01,0.01,4251056545,7743,Yes,Master or equivalent,Male,No,Single,114,\N,1,0,2,Technology Related Job,282,CO,332,172,No,No,0.62,1997,998,1,2015,1 -12,27010,0.01,0.01,4251056545,7743,Yes,Master or equivalent,Male,No,Single,114,\N,1,0,2,Technology Related Job,282,CO,332,172,No,No,0.62,2942,980,1,2015,2 -14,81968,0.05,0.01,4251014917,7744,Yes,Master or equivalent,Male,Yes,Single,84,\N,3,2,72,Technology Related Job,459,WV,431,207,No,No,0.15,10557,812,0,2015,1 -14,81968,0.05,0.01,4251014917,7744,Yes,Master or equivalent,Male,Yes,Single,84,\N,3,2,72,Technology Related Job,459,WV,431,207,No,No,0.15,6693,743,0,2015,2 -16,136925,0,0.01,4251021964,7745,Yes,PhD or equivalent,Female,Yes,Married,55,\N,0,5,41,Technology Related Job,135,SD,31,242,No,No,0.68,2181,727,0,2015,1 -16,136925,0,0.01,4251021964,7745,Yes,PhD or equivalent,Female,Yes,Married,55,\N,0,5,41,Technology Related Job,135,SD,31,242,No,No,0.68,7118,889,0,2015,2 -18,191883,0.04,0,4251062383,7746,Yes,High School or below,Female,Yes,Single,26,\N,1,7,10,Non-technology Related Job,311,ND,130,27,No,No,0.21,3566,509,0,2015,1 -18,191883,0.04,0,4251062383,7746,Yes,High School or below,Female,Yes,Single,26,\N,1,7,10,Non-technology Related Job,311,ND,130,27,No,No,0.21,2124,708,0,2015,2 -18,191883,0.04,0,4251062383,7746,Yes,High School or below,Female,Yes,Single,26,\N,1,7,10,Non-technology Related Job,311,ND,130,27,No,No,0.21,997,997,0,2015,3 -34,189912,0.06,0.02,4251055771,7747,Yes,High School or below,Female,No,Married,34,\N,0,4,51,Technology Related Job,171,WY,133,137,No,No,0.42,2397,799,0,2015,1 -34,189912,0.06,0.02,4251055771,7747,Yes,High School or below,Female,No,Married,34,\N,0,4,51,Technology Related Job,171,WY,133,137,No,No,0.42,2700,450,0,2015,2 -36,244869,0.02,0.01,4251030430,7748,No,High School or below,Female,Yes,Single,4,\N,1,6,20,Technology Related Job,348,TX,233,172,No,No,0.95,6495,927,0,2015,1 -36,244869,0.02,0.01,4251030430,7748,No,High School or below,Female,Yes,Single,4,\N,1,6,20,Technology Related Job,348,TX,233,172,No,No,0.95,4802,600,0,2015,2 -38,49827,0.05,0.01,4251069953,7749,Yes,High School or below,Male,No,Married,95,\N,2,0,90,Technology Related Job,24,OK,332,207,No,No,0.48,3590,718,0,2015,1 -38,49827,0.05,0.01,4251069953,7749,Yes,High School or below,Male,No,Married,95,\N,2,0,90,Technology Related Job,24,OK,332,207,No,No,0.48,1366,455,0,2015,2 -40,104784,0.01,0.01,4251022492,7750,Yes,High School or below,Male,Yes,Single,66,\N,3,3,59,Non-technology Related Job,200,NV,431,242,No,No,0.01,1750,350,0,2015,1 -40,104784,0.01,0.01,4251022492,7750,Yes,High School or below,Male,Yes,Single,66,\N,3,3,59,Non-technology Related Job,200,NV,431,242,No,No,0.01,849,424,0,2015,2 -56,102813,0.03,0.02,4251074963,7751,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,2,0,99,Technology Related Job,60,VT,435,102,No,No,0.22,1648,549,0,2015,1 -56,102813,0.03,0.02,4251074963,7751,Yes,Bachelor or equivalent,Male,Yes,Married,74,\N,2,0,99,Technology Related Job,60,VT,435,102,No,No,0.22,4730,788,0,2015,2 -58,157770,0.07,0.02,4251037563,7752,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,3,2,69,Technology Related Job,236,PA,34,137,Yes,Yes,0.75,1950,650,0,2015,1 -58,157770,0.07,0.02,4251037563,7752,Yes,Bachelor or equivalent,Male,Yes,Single,44,\N,3,2,69,Technology Related Job,236,PA,34,137,Yes,Yes,0.75,4920,1230,0,2015,2 -61,212728,0.02,0.01,4251082050,7753,Yes,Bachelor or equivalent,Female,No,Married,15,\N,0,4,38,Technology Related Job,413,NJ,133,172,No,No,0.28,2899,724,0,2015,1 -61,212728,0.02,0.01,4251082050,7753,Yes,Bachelor or equivalent,Female,No,Married,15,\N,0,4,38,Technology Related Job,413,NJ,133,172,No,No,0.28,2055,1027,0,2015,2 -63,17685,0.06,0.01,4251050653,7754,Yes,Master or equivalent,Female,Yes,Single,106,\N,2,7,7,Technology Related Job,89,MN,233,207,No,No,0.82,4660,1165,0,2015,1 -63,17685,0.06,0.01,4251050653,7754,Yes,Master or equivalent,Female,Yes,Single,106,\N,2,7,7,Technology Related Job,89,MN,233,207,No,No,0.82,5350,891,0,2015,2 -79,15714,0,0.03,4251080973,7755,Yes,High School or below,Female,Yes,Married,113,\N,0,4,48,Technology Related Job,449,SC,236,67,No,Yes,0.03,4540,567,0,2015,1 -79,15714,0,0.03,4251080973,7755,Yes,High School or below,Female,Yes,Married,113,\N,0,4,48,Technology Related Job,449,SC,236,67,No,Yes,0.03,4119,686,0,2015,2 -13,70672,0.04,0.02,4251072186,7756,Yes,High School or below,Female,Yes,Single,84,\N,1,6,17,Technology Related Job,125,NC,335,102,No,No,0.56,5784,826,0,2015,1 -13,70672,0.04,0.02,4251072186,7756,Yes,High School or below,Female,Yes,Single,84,\N,1,6,17,Technology Related Job,125,NC,335,102,No,No,0.56,4696,939,0,2015,2 -13,70672,0.04,0.02,4251072186,7756,Yes,High School or below,Female,Yes,Single,84,\N,1,6,17,Technology Related Job,125,NC,335,102,No,No,0.56,2023,1011,0,2015,3 -15,125629,0.07,0.02,4251025964,7757,Yes,High School or below,Female,Yes,Married,55,\N,3,0,87,Technology Related Job,302,MO,435,137,No,No,0.09,2601,867,0,2015,1 -15,125629,0.07,0.02,4251025964,7757,Yes,High School or below,Female,Yes,Married,55,\N,3,0,87,Technology Related Job,302,MO,435,137,No,No,0.09,2765,553,0,2015,2 -17,180587,0.03,0.01,4251065417,7758,Yes,High School or below,Male,Yes,Single,26,\N,0,3,56,Technology Related Job,478,LA,34,172,No,No,0.62,4517,1129,0,2015,1 -17,180587,0.03,0.01,4251065417,7758,Yes,High School or below,Male,Yes,Single,26,\N,0,3,56,Technology Related Job,478,LA,34,172,No,No,0.62,2739,913,0,2015,2 -48,41487,0.01,0.02,4251074300,7759,Yes,High School or below,Female,No,Single,84,\N,1,0,74,Non-technology Related Job,150,MD,231,187,No,No,0.07,2265,1132,0,2015,1 -48,41487,0.01,0.02,4251074300,7759,Yes,High School or below,Female,No,Single,84,\N,1,0,74,Non-technology Related Job,150,MD,231,187,No,No,0.07,4186,1046,0,2015,2 -35,233573,0,0.03,4251065658,7760,Yes,Bachelor or equivalent,Male,No,Single,4,\N,0,2,66,Technology Related Job,14,NE,137,67,No,No,0.36,5540,791,1,2015,1 -35,233573,0,0.03,4251065658,7760,Yes,Bachelor or equivalent,Male,No,Single,4,\N,0,2,66,Technology Related Job,14,NE,137,67,No,No,0.36,7139,713,1,2015,2 -37,38530,0.04,0.02,4251045408,7761,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,4,35,Technology Related Job,190,MD,236,102,No,No,0.89,3732,622,0,2015,1 -37,38530,0.04,0.02,4251045408,7761,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,4,35,Technology Related Job,190,MD,236,102,No,No,0.89,2784,928,0,2015,2 -37,38530,0.04,0.02,4251045408,7761,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,4,35,Technology Related Job,190,MD,236,102,No,No,0.89,333,333,0,2015,3 -68,149431,0.02,0.03,4251073298,7762,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,2,2,54,Non-technology Related Job,363,MI,433,117,No,No,0.35,4628,925,0,2015,1 -68,149431,0.02,0.03,4251073298,7762,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,2,2,54,Non-technology Related Job,363,MI,433,117,No,No,0.35,4289,714,0,2015,2 -70,204388,0.06,0.02,4251083184,7763,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,3,4,23,Non-technology Related Job,39,IN,32,152,No,No,0.88,6559,819,0,2015,1 -70,204388,0.06,0.02,4251083184,7763,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,3,4,23,Non-technology Related Job,39,IN,32,152,No,No,0.88,1575,315,0,2015,2 -72,9346,0.02,0.02,4251010921,7764,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,6,92,Non-technology Related Job,215,CT,132,187,No,No,0.41,4435,887,0,2015,1 -72,9346,0.02,0.02,4251010921,7764,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,6,92,Non-technology Related Job,215,CT,132,187,No,No,0.41,6390,912,0,2015,2 -60,201432,0.01,0.03,4251039525,7765,Yes,PhD or equivalent,Female,Yes,Married,15,\N,3,0,84,Technology Related Job,79,IA,37,67,No,No,0.69,5666,944,0,2015,1 -60,201432,0.01,0.03,4251039525,7765,Yes,PhD or equivalent,Female,Yes,Married,15,\N,3,0,84,Technology Related Job,79,IA,37,67,No,No,0.69,3664,1221,0,2015,2 -22,62332,0.07,0.03,4251098039,7766,Yes,High School or below,Male,No,Married,73,\N,0,6,2,Non-technology Related Job,252,KS,234,82,No,No,0.15,4686,781,0,2015,1 -22,62332,0.07,0.03,4251098039,7766,Yes,High School or below,Male,No,Married,73,\N,0,6,2,Non-technology Related Job,252,KS,234,82,No,No,0.15,2354,784,0,2015,2 -24,117290,0.03,0.03,4251046471,7767,Yes,High School or below,Female,Yes,Single,44,\N,1,0,71,Non-technology Related Job,428,FL,334,117,No,No,0.68,4182,836,0,2015,1 -24,117290,0.03,0.03,4251046471,7767,Yes,High School or below,Female,Yes,Single,44,\N,1,0,71,Non-technology Related Job,428,FL,334,117,No,No,0.68,1540,385,0,2015,2 -26,172247,0.06,0.02,4251046657,7768,No,High School or below,Female,Yes,Married,15,\N,3,2,41,Non-technology Related Job,104,AK,433,152,No,Yes,0.21,5617,802,1,2015,1 -26,172247,0.06,0.02,4251046657,7768,No,High School or below,Female,Yes,Married,15,\N,3,2,41,Non-technology Related Job,104,AK,433,152,No,Yes,0.21,1289,429,1,2015,2 -29,227204,0.02,0.02,4251093144,7769,Yes,High School or below,Female,Yes,Single,105,\N,0,5,10,Non-technology Related Job,280,UT,32,187,No,No,0.74,4129,458,1,2015,1 -29,227204,0.02,0.02,4251093144,7769,Yes,High School or below,Female,Yes,Single,105,\N,0,5,10,Non-technology Related Job,280,UT,32,187,No,No,0.74,3638,404,1,2015,2 -44,225233,0.04,0.03,4251082833,7770,Yes,High School or below,Female,Yes,Married,113,\N,2,2,51,Technology Related Job,141,HI,36,47,Yes,No,0.95,2918,583,0,2015,1 -44,225233,0.04,0.03,4251082833,7770,Yes,High School or below,Female,Yes,Married,113,\N,2,2,51,Technology Related Job,141,HI,36,47,Yes,No,0.95,719,719,0,2015,2 -44,225233,0.04,0.03,4251082833,7770,Yes,High School or below,Female,Yes,Married,113,\N,2,2,51,Technology Related Job,141,HI,36,47,Yes,No,0.95,1312,1312,0,2015,3 -47,30191,0,0.03,4251012224,7771,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,0,4,20,Non-technology Related Job,317,AR,135,82,No,No,0.49,2494,623,0,2015,1 -47,30191,0,0.03,4251012224,7771,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,0,4,20,Non-technology Related Job,317,AR,135,82,No,No,0.49,3936,787,0,2015,2 -49,85148,0.03,0.03,4251087384,7772,Yes,Bachelor or equivalent,Male,No,Married,55,\N,1,6,89,Non-technology Related Job,493,VA,234,117,No,No,0.02,6632,947,0,2015,1 -49,85148,0.03,0.03,4251087384,7772,Yes,Bachelor or equivalent,Male,No,Married,55,\N,1,6,89,Non-technology Related Job,493,VA,234,117,No,No,0.02,3996,499,0,2015,2 -51,140106,0.07,0.02,4251096569,7773,Yes,Bachelor or equivalent,Male,Yes,Single,25,\N,2,0,59,Non-technology Related Job,169,RI,333,151,Yes,No,0.55,3081,616,0,2015,1 -51,140106,0.07,0.02,4251096569,7773,Yes,Bachelor or equivalent,Male,Yes,Single,25,\N,2,0,59,Non-technology Related Job,169,RI,333,151,Yes,No,0.55,2908,727,0,2015,2 -67,138135,0.01,0,4251059139,7774,Yes,Master or equivalent,Male,Yes,Married,33,\N,1,6,99,Technology Related Job,29,CO,337,11,No,No,0.76,2106,421,0,2015,1 -67,138135,0.01,0,4251059139,7774,Yes,Master or equivalent,Male,Yes,Married,33,\N,1,6,99,Technology Related Job,29,CO,337,11,No,No,0.76,5928,988,0,2015,2 -69,193092,0.05,0.03,4251094714,7775,Yes,Master or equivalent,Male,Yes,Single,4,\N,2,0,68,Technology Related Job,206,WI,436,46,No,No,0.29,2661,443,0,2015,1 -69,193092,0.05,0.03,4251094714,7775,Yes,Master or equivalent,Male,Yes,Single,4,\N,2,0,68,Technology Related Job,206,WI,436,46,No,No,0.29,3393,678,0,2015,2 -71,248050,0,0.03,4251065724,7776,Yes,PhD or equivalent,Female,Yes,Married,94,\N,3,2,38,Non-technology Related Job,382,SD,35,81,No,No,0.82,1741,870,0,2015,1 -71,248050,0,0.03,4251065724,7776,Yes,PhD or equivalent,Female,Yes,Married,94,\N,3,2,38,Non-technology Related Job,382,SD,35,81,No,No,0.82,1598,399,0,2015,2 -73,53007,0.04,0.02,4251075093,7777,Yes,High School or below,Female,Yes,Married,65,\N,0,4,7,Non-technology Related Job,58,ND,135,116,No,No,0.35,2056,1028,0,2015,1 -73,53007,0.04,0.02,4251075093,7777,Yes,High School or below,Female,Yes,Married,65,\N,0,4,7,Non-technology Related Job,58,ND,135,116,No,No,0.35,3952,658,0,2015,2 -21,51036,0.06,0,4251035988,7778,Yes,High School or below,Female,Yes,Married,73,\N,3,2,48,Technology Related Job,418,AL,138,226,No,No,0.56,3684,368,0,2015,1 -21,51036,0.06,0,4251035988,7778,Yes,High School or below,Female,Yes,Married,73,\N,3,2,48,Technology Related Job,418,AL,138,226,No,No,0.56,5774,962,0,2015,2 -23,105993,0.01,0,4251091193,7779,Yes,High School or below,Female,Yes,Single,44,\N,0,4,17,Technology Related Job,95,TX,237,11,No,Yes,0.09,3071,614,0,2015,1 -23,105993,0.01,0,4251091193,7779,Yes,High School or below,Female,Yes,Single,44,\N,0,4,17,Technology Related Job,95,TX,237,11,No,Yes,0.09,4579,763,0,2015,2 -26,160951,0.05,0.03,4251046372,7780,Yes,High School or below,Male,Yes,Single,14,\N,1,6,86,Technology Related Job,271,OK,337,46,No,No,0.62,2176,1088,1,2015,1 -26,160951,0.05,0.03,4251046372,7780,Yes,High School or below,Male,Yes,Single,14,\N,1,6,86,Technology Related Job,271,OK,337,46,No,No,0.62,5604,934,1,2015,2 -26,160951,0.05,0.03,4251046372,7780,Yes,High School or below,Male,Yes,Single,14,\N,1,6,86,Technology Related Job,271,OK,337,46,No,No,0.62,674,674,1,2015,3 -28,215908,0.01,0.03,4251054631,7781,Yes,High School or below,Male,Yes,Married,105,\N,3,0,56,Non-technology Related Job,447,NV,436,81,No,No,0.15,4126,687,0,2015,1 -28,215908,0.01,0.03,4251054631,7781,Yes,High School or below,Male,Yes,Married,105,\N,3,0,56,Non-technology Related Job,447,NV,436,81,No,No,0.15,1994,664,0,2015,2 -44,213937,0.03,0,4251025772,7782,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,1,6,96,Technology Related Job,307,VT,439,191,No,Yes,0.36,2638,527,0,2015,1 -44,213937,0.03,0,4251025772,7782,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,1,6,96,Technology Related Job,307,VT,439,191,No,Yes,0.36,2775,693,0,2015,2 -46,18895,0.06,0,4251088883,7783,Yes,Bachelor or equivalent,Male,No,Married,84,\N,2,0,65,Technology Related Job,483,PA,39,226,No,No,0.9,4806,801,0,2015,1 -46,18895,0.06,0,4251088883,7783,Yes,Bachelor or equivalent,Male,No,Married,84,\N,2,0,65,Technology Related Job,483,PA,39,226,No,No,0.9,2588,647,0,2015,2 -48,73852,0.02,0,4251032469,7784,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,0,2,35,Technology Related Job,160,NM,138,11,No,No,0.43,4036,807,0,2015,1 -48,73852,0.02,0,4251032469,7784,Yes,Bachelor or equivalent,Female,Yes,Single,54,\N,0,2,35,Technology Related Job,160,NM,138,11,No,No,0.43,5386,673,0,2015,2 -50,128810,0.06,0.03,4251011732,7785,Yes,Master or equivalent,Female,Yes,Married,25,\N,1,4,4,Non-technology Related Job,336,MN,237,46,No,No,0.96,2757,919,0,2015,1 -50,128810,0.06,0.03,4251011732,7785,Yes,Master or equivalent,Female,Yes,Married,25,\N,1,4,4,Non-technology Related Job,336,MN,237,46,No,No,0.96,2461,615,0,2015,2 -12,239710,0.04,0,4251098774,7786,Yes,Master or equivalent,Male,Yes,Married,83,\N,2,2,23,Non-technology Related Job,8,MO,434,61,No,No,0.41,4891,698,0,2015,1 -12,239710,0.04,0,4251098774,7786,Yes,Master or equivalent,Male,Yes,Married,83,\N,2,2,23,Non-technology Related Job,8,MO,434,61,No,No,0.41,1228,614,0,2015,2 -68,181796,0.03,0,4251065186,7787,Yes,High School or below,Female,Yes,Married,4,\N,1,4,14,Technology Related Job,372,NC,340,191,No,No,0.7,1799,257,0,2015,1 -68,181796,0.03,0,4251065186,7787,Yes,High School or below,Female,Yes,Married,4,\N,1,4,14,Technology Related Job,372,NC,340,191,No,No,0.7,911,455,0,2015,2 -70,236753,0.07,0,4251038368,7788,Yes,High School or below,Female,Yes,Single,94,\N,2,6,83,Technology Related Job,49,MO,439,226,No,No,0.23,4681,780,0,2015,1 -70,236753,0.07,0,4251038368,7788,Yes,High School or below,Female,Yes,Single,94,\N,2,6,83,Technology Related Job,49,MO,439,226,No,No,0.23,6669,1111,0,2015,2 -72,41711,0.02,0,4251087202,7789,Yes,High School or below,Male,No,Married,65,\N,3,0,53,Technology Related Job,225,LA,39,11,No,No,0.76,3251,650,0,2015,1 -72,41711,0.02,0,4251087202,7789,Yes,High School or below,Male,No,Married,65,\N,3,0,53,Technology Related Job,225,LA,39,11,No,No,0.76,3862,643,0,2015,2 -35,152611,0.01,0,4251091637,7790,Yes,High School or below,Female,Yes,Married,3,\N,0,6,71,Non-technology Related Job,397,MD,236,26,No,No,0.22,2656,885,0,2015,1 -35,152611,0.01,0,4251091637,7790,Yes,High School or below,Female,Yes,Married,3,\N,0,6,71,Non-technology Related Job,397,MD,236,26,No,No,0.22,1690,845,0,2015,2 -37,207569,0.04,0,4251074141,7791,Yes,High School or below,Female,Yes,Single,94,\N,1,0,41,Non-technology Related Job,73,ID,335,61,No,No,0.75,4256,608,1,2015,1 -37,207569,0.04,0,4251074141,7791,Yes,High School or below,Female,Yes,Single,94,\N,1,0,41,Non-technology Related Job,73,ID,335,61,No,No,0.75,1539,769,1,2015,2 -37,207569,0.04,0,4251074141,7791,Yes,High School or below,Female,Yes,Single,94,\N,1,0,41,Non-technology Related Job,73,ID,335,61,No,No,0.75,682,682,1,2015,3 -25,149655,0.04,0,4251084721,7792,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,0,2,32,Technology Related Job,437,MD,241,191,No,No,0.03,4109,513,0,2015,1 -25,149655,0.04,0,4251084721,7792,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,0,2,32,Technology Related Job,437,MD,241,191,No,No,0.03,5409,901,0,2015,2 -27,204612,0.07,0,4251066550,7793,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,1,4,1,Technology Related Job,114,IL,340,226,No,Yes,0.56,3591,897,0,2015,1 -27,204612,0.07,0,4251066550,7793,Yes,Bachelor or equivalent,Female,Yes,Married,105,\N,1,4,1,Technology Related Job,114,IL,340,226,No,Yes,0.56,2041,1020,0,2015,2 -57,65513,0.06,0,4251022074,7794,Yes,Bachelor or equivalent,Male,Yes,Married,43,\N,2,2,20,Non-technology Related Job,286,IN,37,241,No,No,0.02,2643,528,0,2015,1 -57,65513,0.06,0,4251022074,7794,Yes,Bachelor or equivalent,Male,Yes,Married,43,\N,2,2,20,Non-technology Related Job,286,IN,37,241,No,No,0.02,2969,593,0,2015,2 -59,120470,0.01,0,4251074243,7795,Yes,Bachelor or equivalent,Male,No,Single,14,\N,0,4,89,Non-technology Related Job,462,CT,136,26,No,Yes,0.55,2146,715,0,2015,1 -59,120470,0.01,0,4251074243,7795,Yes,Bachelor or equivalent,Male,No,Single,14,\N,0,4,89,Non-technology Related Job,462,CT,136,26,No,Yes,0.55,4448,635,0,2015,2 -62,175428,0.05,0,4251030405,7796,Yes,Master or equivalent,Female,Yes,Married,105,\N,1,6,58,Non-technology Related Job,139,WY,236,61,No,No,0.08,2461,820,0,2015,1 -62,175428,0.05,0,4251030405,7796,Yes,Master or equivalent,Female,Yes,Married,105,\N,1,6,58,Non-technology Related Job,139,WY,236,61,No,No,0.08,2931,488,0,2015,2 -62,175428,0.05,0,4251030405,7796,Yes,Master or equivalent,Female,Yes,Married,105,\N,1,6,58,Non-technology Related Job,139,WY,236,61,No,No,0.08,649,649,0,2015,3 -49,117514,0.04,0,4251029805,7797,Yes,High School or below,Male,Yes,Married,25,\N,3,0,50,Technology Related Job,2,CT,141,191,No,No,0.37,2136,712,1,2015,1 -49,117514,0.04,0,4251029805,7797,Yes,High School or below,Male,Yes,Married,25,\N,3,0,50,Technology Related Job,2,CT,141,191,No,No,0.37,2618,523,1,2015,2 -49,117514,0.04,0,4251029805,7797,Yes,High School or below,Male,Yes,Married,25,\N,3,0,50,Technology Related Job,2,CT,141,191,No,No,0.37,1361,1361,1,2015,3 -12,228414,0.02,0.01,4251024702,7798,Yes,High School or below,Female,Yes,Married,83,\N,1,6,68,Non-technology Related Job,175,FL,338,206,No,No,0.82,4766,680,0,2015,1 -12,228414,0.02,0.01,4251024702,7798,Yes,High School or below,Female,Yes,Married,83,\N,1,6,68,Non-technology Related Job,175,FL,338,206,No,No,0.82,3638,606,0,2015,2 -14,33371,0.06,0,4251015288,7799,Yes,High School or below,Female,Yes,Single,54,\N,2,0,38,Non-technology Related Job,351,AK,438,241,No,No,0.35,3530,588,0,2015,1 -14,33371,0.06,0,4251015288,7799,Yes,High School or below,Female,Yes,Single,54,\N,2,0,38,Non-technology Related Job,351,AK,438,241,No,No,0.35,4646,774,0,2015,2 -16,88329,0.02,0,4251067942,7800,Yes,High School or below,Female,Yes,Married,25,\N,3,2,7,Non-technology Related Job,27,UT,37,26,Yes,No,0.88,4411,735,0,2015,1 -16,88329,0.02,0,4251067942,7800,Yes,High School or below,Female,Yes,Married,25,\N,3,2,7,Non-technology Related Job,27,UT,37,26,Yes,No,0.88,8211,746,0,2015,2 -32,86358,0.04,0.02,4251088699,7801,Yes,High School or below,Female,Yes,Single,32,\N,2,0,47,Technology Related Job,388,HI,40,136,No,No,0.1,3553,710,1,2015,1 -32,86358,0.04,0.02,4251088699,7801,Yes,High School or below,Female,Yes,Single,32,\N,2,0,47,Technology Related Job,388,HI,40,136,No,No,0.1,2566,641,1,2015,2 -34,141315,0.07,0.01,4251047031,7802,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,3,2,17,Non-technology Related Job,64,AR,139,171,No,No,0.63,2674,668,0,2015,1 -34,141315,0.07,0.01,4251047031,7802,Yes,Bachelor or equivalent,Female,Yes,Married,3,\N,3,2,17,Non-technology Related Job,64,AR,139,171,No,No,0.63,6222,691,0,2015,2 -36,196273,0.03,0.01,4251086866,7803,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,0,4,86,Non-technology Related Job,240,WA,239,206,No,No,0.16,1145,572,0,2015,1 -36,196273,0.03,0.01,4251086866,7803,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,0,4,86,Non-technology Related Job,240,WA,239,206,No,No,0.16,2606,868,0,2015,2 -38,1230,0.07,0,4251040499,7804,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,1,6,55,Non-technology Related Job,416,RI,338,241,No,No,0.69,1882,627,0,2015,1 -38,1230,0.07,0,4251040499,7804,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,1,6,55,Non-technology Related Job,416,RI,338,241,No,No,0.69,4557,759,0,2015,2 -54,249259,0.01,0.02,4251050468,7805,Yes,Master or equivalent,Male,Yes,Single,72,\N,0,4,96,Technology Related Job,276,CO,341,101,No,No,0.9,3008,601,0,2015,1 -54,249259,0.01,0.02,4251050468,7805,Yes,Master or equivalent,Male,Yes,Single,72,\N,0,4,96,Technology Related Job,276,CO,341,101,No,No,0.9,709,354,0,2015,2 -56,54217,0.04,0.02,4251044450,7806,Yes,Master or equivalent,Male,No,Married,43,\N,1,6,65,Non-technology Related Job,453,WI,441,136,No,No,0.43,8559,951,0,2015,1 -56,54217,0.04,0.02,4251044450,7806,Yes,Master or equivalent,Male,No,Married,43,\N,1,6,65,Non-technology Related Job,453,WI,441,136,No,No,0.43,918,918,0,2015,2 -58,109174,0,0.01,4251062451,7807,Yes,PhD or equivalent,Female,Yes,Single,14,\N,2,0,35,Non-technology Related Job,129,SD,40,171,No,No,0.96,3843,768,0,2015,1 -58,109174,0,0.01,4251062451,7807,Yes,PhD or equivalent,Female,Yes,Single,14,\N,2,0,35,Non-technology Related Job,129,SD,40,171,No,No,0.96,5661,1132,0,2015,2 -61,164131,0.04,0.01,4251014024,7808,Yes,High School or below,Female,Yes,Married,105,\N,0,2,4,Non-technology Related Job,305,ND,139,206,No,No,0.49,4605,767,1,2015,1 -61,164131,0.04,0.01,4251014024,7808,Yes,High School or below,Female,Yes,Married,105,\N,0,2,4,Non-technology Related Job,305,ND,139,206,No,No,0.49,7289,911,1,2015,2 -77,162160,0.06,0.02,4251098159,7809,Yes,High School or below,Female,Yes,Single,112,\N,2,0,44,Technology Related Job,165,AL,143,66,No,Yes,0.7,4549,909,0,2015,1 -77,162160,0.06,0.02,4251098159,7809,Yes,High School or below,Female,Yes,Single,112,\N,2,0,44,Technology Related Job,165,AL,143,66,No,Yes,0.7,3411,852,0,2015,2 -77,162160,0.06,0.02,4251098159,7809,Yes,High School or below,Female,Yes,Single,112,\N,2,0,44,Technology Related Job,165,AL,143,66,No,Yes,0.7,245,245,0,2015,3 -79,217118,0.01,0.02,4251027693,7810,Yes,High School or below,Female,Yes,Married,83,\N,3,2,14,Technology Related Job,342,TX,242,101,No,No,0.23,4404,880,0,2015,1 -79,217118,0.01,0.02,4251027693,7810,Yes,High School or below,Female,Yes,Married,83,\N,3,2,14,Technology Related Job,342,TX,242,101,No,No,0.23,4058,811,0,2015,2 -13,22075,0.05,0.01,4251040951,7811,Yes,High School or below,Male,Yes,Single,54,\N,1,4,83,Non-technology Related Job,18,OK,341,136,No,No,0.76,2315,578,0,2015,1 -13,22075,0.05,0.01,4251040951,7811,Yes,High School or below,Male,Yes,Single,54,\N,1,4,83,Non-technology Related Job,18,OK,341,136,No,No,0.76,6100,1220,0,2015,2 -13,22075,0.05,0.01,4251040951,7811,Yes,High School or below,Male,Yes,Single,54,\N,1,4,83,Non-technology Related Job,18,OK,341,136,No,No,0.76,1159,579,0,2015,3 -15,77033,0,0.01,4251075162,7812,Yes,High School or below,Male,No,Married,24,\N,2,6,52,Non-technology Related Job,194,NH,441,171,No,No,0.29,2992,598,1,2015,1 -15,77033,0,0.01,4251075162,7812,Yes,High School or below,Male,No,Married,24,\N,2,6,52,Non-technology Related Job,194,NH,441,171,No,No,0.29,4640,662,1,2015,2 -45,187933,0.07,0.01,4251011672,7813,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,3,4,71,Others,366,NJ,138,186,No,No,0.75,3150,1050,0,2015,1 -45,187933,0.07,0.01,4251011672,7813,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,3,4,71,Others,366,NJ,138,186,No,No,0.75,3305,826,0,2015,2 -33,130019,0.06,0.02,4251100147,7814,Yes,Bachelor or equivalent,Male,Yes,Married,3,\N,2,6,62,Technology Related Job,230,PA,43,66,No,No,0.04,2938,419,0,2015,1 -33,130019,0.06,0.02,4251100147,7814,Yes,Bachelor or equivalent,Male,Yes,Married,3,\N,2,6,62,Technology Related Job,230,PA,43,66,No,No,0.04,2203,550,0,2015,2 -35,184977,0.02,0.02,4251069836,7815,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,3,0,32,Technology Related Job,407,NM,143,101,No,No,0.57,6518,724,0,2015,1 -35,184977,0.02,0.02,4251069836,7815,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,3,0,32,Technology Related Job,407,NM,143,101,No,No,0.57,4735,789,0,2015,2 -35,184977,0.02,0.02,4251069836,7815,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,3,0,32,Technology Related Job,407,NM,143,101,No,No,0.57,814,814,0,2015,3 -37,239934,0.05,0.01,4251019844,7816,Yes,Master or equivalent,Female,Yes,Single,64,\N,0,2,1,Non-technology Related Job,83,MN,242,136,No,No,0.1,4149,829,0,2015,1 -37,239934,0.05,0.01,4251019844,7816,Yes,Master or equivalent,Female,Yes,Single,64,\N,0,2,1,Non-technology Related Job,83,MN,242,136,No,No,0.1,2191,365,0,2015,2 -68,100834,0.04,0.02,4251051514,7817,Yes,Master or equivalent,Male,Yes,Married,2,\N,1,0,19,Non-technology Related Job,255,MO,439,151,No,No,0.55,2411,803,0,2015,1 -68,100834,0.04,0.02,4251051514,7817,Yes,Master or equivalent,Male,Yes,Married,2,\N,1,0,19,Non-technology Related Job,255,MO,439,151,No,No,0.55,4343,620,0,2015,2 -70,155792,0.07,0.01,4251009662,7818,Yes,High School or below,Male,No,Single,93,\N,2,2,89,Others,432,LA,38,186,Yes,No,0.09,2521,630,0,2015,1 -70,155792,0.07,0.01,4251009662,7818,Yes,High School or below,Male,No,Single,93,\N,2,2,89,Others,432,LA,38,186,Yes,No,0.09,5601,700,0,2015,2 -58,97878,0.07,0.02,4251045643,7819,Yes,High School or below,Female,No,Married,14,\N,1,4,80,Technology Related Job,295,MO,444,66,No,No,0.37,3247,1082,0,2015,1 -58,97878,0.07,0.02,4251045643,7819,Yes,High School or below,Female,No,Married,14,\N,1,4,80,Technology Related Job,295,MO,444,66,No,No,0.37,3991,997,0,2015,2 -20,208778,0.05,0.03,4251092948,7820,Yes,High School or below,Male,Yes,Single,71,\N,2,2,99,Non-technology Related Job,468,NE,141,81,No,No,0.83,5962,851,0,2015,1 -20,208778,0.05,0.03,4251092948,7820,Yes,High School or below,Male,Yes,Single,71,\N,2,2,99,Non-technology Related Job,468,NE,141,81,No,No,0.83,3729,621,0,2015,2 -22,13736,0,0.02,4251060323,7821,Yes,High School or below,Female,Yes,Single,42,\N,3,4,68,Non-technology Related Job,144,MD,240,116,No,No,0.36,4302,1075,1,2015,1 -22,13736,0,0.02,4251060323,7821,Yes,High School or below,Female,Yes,Single,42,\N,3,4,68,Non-technology Related Job,144,MD,240,116,No,No,0.36,4945,989,1,2015,2 -24,68693,0.04,0.02,4251010134,7822,Yes,High School or below,Female,Yes,Married,13,\N,1,6,37,Non-technology Related Job,320,IL,340,151,No,Yes,0.89,479,479,0,2015,1 -24,68693,0.04,0.02,4251010134,7822,Yes,High School or below,Female,Yes,Married,13,\N,1,6,37,Non-technology Related Job,320,IL,340,151,No,Yes,0.89,3035,607,0,2015,2 -24,68693,0.04,0.02,4251010134,7822,Yes,High School or below,Female,Yes,Married,13,\N,1,6,37,Non-technology Related Job,320,IL,340,151,No,Yes,0.89,442,442,0,2015,3 -26,123651,0,0.01,4251098755,7823,Yes,High School or below,Male,Yes,Single,104,\N,2,0,7,Others,497,CA,439,186,No,No,0.42,3445,492,0,2015,1 -26,123651,0,0.01,4251098755,7823,Yes,High School or below,Male,Yes,Single,104,\N,2,0,7,Others,497,CA,439,186,No,No,0.42,1306,653,0,2015,2 -42,121680,0.02,0.03,4251053278,7824,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,0,5,47,Non-technology Related Job,357,MI,442,46,No,No,0.63,8323,756,0,2015,1 -42,121680,0.02,0.03,4251053278,7824,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,0,5,47,Non-technology Related Job,357,MI,442,46,No,No,0.63,2514,502,0,2015,2 -44,176637,0.05,0.03,4251061885,7825,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,2,0,16,Non-technology Related Job,33,IA,42,81,No,No,0.16,6053,1008,0,2015,1 -44,176637,0.05,0.03,4251061885,7825,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,2,0,16,Non-technology Related Job,33,IA,42,81,No,No,0.16,1777,444,0,2015,2 -44,176637,0.05,0.03,4251061885,7825,Yes,Bachelor or equivalent,Male,Yes,Single,82,\N,2,0,16,Non-technology Related Job,33,IA,42,81,No,No,0.16,986,986,0,2015,3 -47,231594,0.01,0.02,4251052796,7826,Yes,Master or equivalent,Male,Yes,Married,53,\N,3,2,86,Non-technology Related Job,209,CT,141,116,No,No,0.69,2933,366,0,2015,1 -47,231594,0.01,0.02,4251052796,7826,Yes,Master or equivalent,Male,Yes,Married,53,\N,3,2,86,Non-technology Related Job,209,CT,141,116,No,No,0.69,5874,652,0,2015,2 -49,36552,0.05,0.02,4251058655,7827,Yes,Master or equivalent,Female,Yes,Single,24,\N,0,4,55,Non-technology Related Job,386,WY,240,151,No,No,0.22,5466,607,0,2015,1 -49,36552,0.05,0.02,4251058655,7827,Yes,Master or equivalent,Female,Yes,Single,24,\N,0,4,55,Non-technology Related Job,386,WY,240,151,No,No,0.22,1060,1060,0,2015,2 -65,34581,0.07,0.03,4251024694,7828,Yes,High School or below,Male,Yes,Married,31,\N,3,1,96,Non-technology Related Job,246,KY,244,11,No,No,0.43,3177,1059,0,2015,1 -65,34581,0.07,0.03,4251024694,7828,Yes,High School or below,Male,Yes,Married,31,\N,3,1,96,Non-technology Related Job,246,KY,244,11,No,No,0.43,3375,675,0,2015,2 -67,89538,0.02,0.03,4251054028,7829,Yes,High School or below,Female,No,Single,2,\N,0,4,65,Non-technology Related Job,422,FL,343,46,No,No,0.96,8315,692,0,2015,1 -67,89538,0.02,0.03,4251054028,7829,Yes,High School or below,Female,No,Single,2,\N,0,4,65,Non-technology Related Job,422,FL,343,46,No,No,0.96,6722,960,0,2015,2 -69,144496,0.06,0.03,4251079731,7830,Yes,High School or below,Female,Yes,Married,93,\N,1,6,34,Non-technology Related Job,98,AK,442,81,No,No,0.5,7451,931,0,2015,1 -69,144496,0.06,0.03,4251079731,7830,Yes,High School or below,Female,Yes,Married,93,\N,1,6,34,Non-technology Related Job,98,AK,442,81,No,No,0.5,3422,1140,0,2015,2 -71,199453,0.01,0.02,4251069691,7831,Yes,High School or below,Female,Yes,Single,64,\N,2,0,4,Non-technology Related Job,274,VT,41,116,No,No,0.03,5851,975,0,2015,1 -71,199453,0.01,0.02,4251069691,7831,Yes,High School or below,Female,Yes,Single,64,\N,2,0,4,Non-technology Related Job,274,VT,41,116,No,No,0.03,4254,1063,0,2015,2 -19,197482,0.03,0,4251095730,7832,Yes,High School or below,Female,Yes,Married,71,\N,1,5,44,Non-technology Related Job,135,HI,45,226,No,No,0.24,1670,835,1,2015,1 -19,197482,0.03,0,4251095730,7832,Yes,High School or below,Female,Yes,Married,71,\N,1,5,44,Non-technology Related Job,135,HI,45,226,No,No,0.24,5928,741,1,2015,2 -19,197482,0.03,0,4251095730,7832,Yes,High School or below,Female,Yes,Married,71,\N,1,5,44,Non-technology Related Job,135,HI,45,226,No,No,0.24,390,390,1,2015,3 -21,2440,0.07,0.03,4251035052,7833,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,2,0,13,Non-technology Related Job,311,AR,144,11,No,No,0.77,6055,605,0,2015,1 -23,57397,0.03,0.03,4251079441,7834,Yes,Bachelor or equivalent,Male,Yes,Married,13,\N,3,2,83,Non-technology Related Job,487,WA,243,46,No,No,0.3,4317,1079,1,2015,1 -23,57397,0.03,0.03,4251079441,7834,Yes,Bachelor or equivalent,Male,Yes,Married,13,\N,3,2,83,Non-technology Related Job,487,WA,243,46,No,No,0.3,1538,769,1,2015,2 -23,57397,0.03,0.03,4251079441,7834,Yes,Bachelor or equivalent,Male,Yes,Married,13,\N,3,2,83,Non-technology Related Job,487,WA,243,46,No,No,0.3,963,963,1,2015,3 -26,112354,0.06,0.03,4251020314,7835,Yes,Bachelor or equivalent,Male,No,Single,104,\N,1,4,52,Non-technology Related Job,163,RI,343,81,No,No,0.83,3521,880,1,2015,1 -26,112354,0.06,0.03,4251020314,7835,Yes,Bachelor or equivalent,Male,No,Single,104,\N,1,4,52,Non-technology Related Job,163,RI,343,81,No,No,0.83,2574,858,1,2015,2 -26,112354,0.06,0.03,4251020314,7835,Yes,Bachelor or equivalent,Male,No,Single,104,\N,1,4,52,Non-technology Related Job,163,RI,343,81,No,No,0.83,1762,587,1,2015,3 -41,110383,0,0,4251079654,7836,Yes,Master or equivalent,Male,No,Married,111,\N,3,1,93,Technology Related Job,23,CO,346,191,No,Yes,0.04,1434,717,0,2015,1 -41,110383,0,0,4251079654,7836,Yes,Master or equivalent,Male,No,Married,111,\N,3,1,93,Technology Related Job,23,CO,346,191,No,Yes,0.04,666,333,0,2015,2 -44,165341,0.04,0,4251051335,7837,Yes,Master or equivalent,Male,Yes,Single,82,\N,0,4,62,Non-technology Related Job,200,WI,445,226,No,No,0.57,1517,505,0,2015,1 -44,165341,0.04,0,4251051335,7837,Yes,Master or equivalent,Male,Yes,Single,82,\N,0,4,62,Non-technology Related Job,200,WI,445,226,No,No,0.57,4313,862,0,2015,2 -46,220298,0,0.03,4251094193,7838,Yes,High School or below,Female,Yes,Married,53,\N,2,6,31,Non-technology Related Job,376,SD,45,11,No,No,0.1,5606,934,0,2015,1 -46,220298,0,0.03,4251094193,7838,Yes,High School or below,Female,Yes,Married,53,\N,2,6,31,Non-technology Related Job,376,SD,45,11,No,No,0.1,5294,882,0,2015,2 -48,25256,0.03,0.03,4251085953,7839,Yes,High School or below,Female,Yes,Single,24,\N,3,0,1,Non-technology Related Job,52,ND,144,46,No,No,0.63,8592,781,0,2015,1 -48,25256,0.03,0.03,4251085953,7839,Yes,High School or below,Female,Yes,Single,24,\N,3,0,1,Non-technology Related Job,52,ND,144,46,No,No,0.63,2307,461,0,2015,2 -78,136156,0.01,0.03,4251096550,7840,Yes,High School or below,Male,Yes,Single,82,\N,0,6,19,Others,225,OK,341,61,No,No,0.09,3383,845,0,2015,1 -78,136156,0.01,0.03,4251096550,7840,Yes,High School or below,Male,Yes,Single,82,\N,0,6,19,Others,225,OK,341,61,No,No,0.09,2527,842,0,2015,2 -66,78242,0.01,0,4251044445,7841,No,High School or below,Female,Yes,Single,2,\N,2,0,10,Technology Related Job,89,UT,247,191,No,No,0.37,3264,466,0,2015,1 -66,78242,0.01,0,4251044445,7841,No,High School or below,Female,Yes,Single,2,\N,2,0,10,Technology Related Job,89,UT,247,191,No,No,0.37,4953,550,0,2015,2 -68,133200,0.04,0,4251015395,7842,Yes,High School or below,Male,No,Married,93,\N,0,2,80,Non-technology Related Job,265,OK,346,226,No,No,0.91,2392,478,0,2015,1 -68,133200,0.04,0,4251015395,7842,Yes,High School or below,Male,No,Married,93,\N,0,2,80,Non-technology Related Job,265,OK,346,226,No,No,0.91,4357,726,0,2015,2 -70,188157,0,0.03,4251075090,7843,Yes,High School or below,Male,Yes,Single,64,\N,1,4,49,Non-technology Related Job,441,NH,445,11,No,No,0.44,6052,756,0,2015,1 -70,188157,0,0.03,4251075090,7843,Yes,High School or below,Male,Yes,Single,64,\N,1,4,49,Non-technology Related Job,441,NH,445,11,No,No,0.44,5265,1053,0,2015,2 -33,49057,0.06,0,4251054281,7844,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,2,2,68,Others,113,NM,142,26,No,No,0.89,6218,690,0,2015,1 -33,49057,0.06,0,4251054281,7844,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,2,2,68,Others,113,NM,142,26,No,No,0.89,3680,736,0,2015,2 -35,104015,0.02,0.03,4251098459,7845,Yes,Bachelor or equivalent,Female,Yes,Married,92,\N,3,4,37,Others,290,MN,242,61,No,No,0.42,4706,784,0,2015,1 -35,104015,0.02,0.03,4251098459,7845,Yes,Bachelor or equivalent,Female,Yes,Married,92,\N,3,4,37,Others,290,MN,242,61,No,No,0.42,2673,891,0,2015,2 -22,46101,0.01,0,4251076520,7846,Yes,Master or equivalent,Male,Yes,Married,13,\N,2,6,28,Non-technology Related Job,154,NM,147,191,Yes,No,0.71,3143,628,0,2015,1 -22,46101,0.01,0,4251076520,7846,Yes,Master or equivalent,Male,Yes,Married,13,\N,2,6,28,Non-technology Related Job,154,NM,147,191,Yes,No,0.71,3667,916,0,2015,2 -53,157001,0,0,4251085017,7847,Yes,Master or equivalent,Female,Yes,Married,71,\N,3,3,47,Non-technology Related Job,326,NC,344,206,No,No,0.16,6555,936,0,2015,1 -55,211959,0.03,0,4251026466,7848,Yes,Master or equivalent,Male,No,Single,42,\N,0,5,16,Non-technology Related Job,2,MO,444,241,No,No,0.7,5853,975,0,2015,1 -55,211959,0.03,0,4251026466,7848,Yes,Master or equivalent,Male,No,Single,42,\N,0,5,16,Non-technology Related Job,2,MO,444,241,No,No,0.7,9424,785,0,2015,2 -57,16916,0.07,0,4251092427,7849,Yes,High School or below,Male,Yes,Married,12,\N,2,0,86,Others,179,LA,43,26,No,Yes,0.23,3397,424,0,2015,1 -57,16916,0.07,0,4251092427,7849,Yes,High School or below,Male,Yes,Married,12,\N,2,0,86,Others,179,LA,43,26,No,Yes,0.23,4809,801,0,2015,2 -59,71874,0.02,0.03,4251021880,7850,Yes,High School or below,Female,Yes,Single,103,\N,3,2,55,Others,355,HI,142,61,No,No,0.76,3556,889,0,2015,1 -59,71874,0.02,0.03,4251021880,7850,Yes,High School or below,Female,Yes,Single,103,\N,3,2,55,Others,355,HI,142,61,No,No,0.76,2454,818,0,2015,2 -75,69903,0.04,0.01,4251035848,7851,Yes,High School or below,Male,Yes,Married,111,\N,1,7,95,Non-technology Related Job,215,NE,146,171,No,No,0.97,7269,807,0,2015,1 -75,69903,0.04,0.01,4251035848,7851,Yes,High School or below,Male,Yes,Married,111,\N,1,7,95,Non-technology Related Job,215,NE,146,171,No,No,0.97,2455,491,0,2015,2 -77,124860,0,0,4251077145,7852,Yes,High School or below,Female,No,Single,81,\N,3,1,65,Non-technology Related Job,391,MD,245,206,No,No,0.5,4862,694,0,2015,1 -77,124860,0,0,4251077145,7852,Yes,High School or below,Female,No,Single,81,\N,3,1,65,Non-technology Related Job,391,MD,245,206,No,No,0.5,5163,645,0,2015,2 -12,179817,0.04,0,4251012996,7853,Yes,High School or below,Female,Yes,Married,52,\N,0,4,34,Others,67,IL,344,241,No,No,0.03,5703,712,0,2015,1 -12,179817,0.04,0,4251012996,7853,Yes,High School or below,Female,Yes,Married,52,\N,0,4,34,Others,67,IL,344,241,No,No,0.03,807,269,0,2015,2 -12,179817,0.04,0,4251012996,7853,Yes,High School or below,Female,Yes,Married,52,\N,0,4,34,Others,67,IL,344,241,No,No,0.03,557,557,0,2015,3 -14,234775,0.07,0,4251015696,7854,Yes,High School or below,Male,No,Single,23,\N,1,6,3,Others,244,CA,444,26,No,No,0.56,3533,706,1,2015,1 -14,234775,0.07,0,4251015696,7854,Yes,High School or below,Male,No,Single,23,\N,1,6,3,Others,244,CA,444,26,No,No,0.56,337,337,1,2015,2 -30,232804,0.01,0.01,4251087808,7855,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,0,3,44,Non-technology Related Job,104,MI,447,136,No,No,0.77,1305,435,0,2015,1 -30,232804,0.01,0.01,4251087808,7855,Yes,Bachelor or equivalent,Female,Yes,Married,31,\N,0,3,44,Non-technology Related Job,104,MI,447,136,No,No,0.77,2525,841,0,2015,2 -32,37761,0.05,0.01,4251071996,7856,Yes,Bachelor or equivalent,Male,Yes,Single,1,\N,1,5,13,Non-technology Related Job,280,IA,46,171,No,No,0.3,3933,983,0,2015,1 -32,37761,0.05,0.01,4251071996,7856,Yes,Bachelor or equivalent,Male,Yes,Single,1,\N,1,5,13,Non-technology Related Job,280,IA,46,171,No,No,0.3,4493,1123,0,2015,2 -34,92719,0.01,0,4251068027,7857,Yes,Master or equivalent,Male,Yes,Married,92,\N,2,0,83,Non-technology Related Job,456,CT,146,206,No,No,0.83,7884,876,0,2015,1 -34,92719,0.01,0,4251068027,7857,Yes,Master or equivalent,Male,Yes,Married,92,\N,2,0,83,Non-technology Related Job,456,CT,146,206,No,No,0.83,2659,886,0,2015,2 -34,92719,0.01,0,4251068027,7857,Yes,Master or equivalent,Male,Yes,Married,92,\N,2,0,83,Non-technology Related Job,456,CT,146,206,No,No,0.83,655,655,0,2015,3 -36,147676,0.04,0,4251028453,7858,Yes,Master or equivalent,Female,No,Married,63,\N,3,2,52,Others,132,WY,245,241,No,No,0.36,2159,539,1,2015,1 -36,147676,0.04,0,4251028453,7858,Yes,Master or equivalent,Female,No,Married,63,\N,3,2,52,Others,132,WY,245,241,No,No,0.36,3852,642,1,2015,2 -52,145705,0.06,0.02,4251092918,7859,Yes,High School or below,Male,No,Married,71,\N,2,7,92,Non-technology Related Job,493,KY,248,101,No,No,0.57,2046,511,0,2015,1 -52,145705,0.06,0.02,4251092918,7859,Yes,High School or below,Male,No,Married,71,\N,2,7,92,Non-technology Related Job,493,KY,248,101,No,No,0.57,2009,502,0,2015,2 -52,145705,0.06,0.02,4251092918,7859,Yes,High School or below,Male,No,Married,71,\N,2,7,92,Non-technology Related Job,493,KY,248,101,No,No,0.57,869,869,0,2015,3 -54,200663,0.02,0.01,4251099172,7860,Yes,High School or below,Female,Yes,Single,41,\N,3,1,62,Non-technology Related Job,169,GA,347,136,No,No,0.11,4058,811,0,2015,1 -54,200663,0.02,0.01,4251099172,7860,Yes,High School or below,Female,Yes,Single,41,\N,3,1,62,Non-technology Related Job,169,GA,347,136,No,No,0.11,6339,792,0,2015,2 -56,5620,0.06,0.01,4251063909,7861,No,High School or below,Female,Yes,Single,12,\N,0,4,31,Non-technology Related Job,345,AK,447,171,No,No,0.64,1580,526,0,2015,1 -56,5620,0.06,0.01,4251063909,7861,No,High School or below,Female,Yes,Single,12,\N,0,4,31,Non-technology Related Job,345,AK,447,171,No,No,0.64,1599,533,0,2015,2 -58,60577,0.01,0,4251028072,7862,Yes,High School or below,Female,Yes,Married,103,\N,2,6,0,Non-technology Related Job,21,VT,46,206,No,No,0.17,2773,924,0,2015,1 -58,60577,0.01,0,4251028072,7862,Yes,High School or below,Female,Yes,Married,103,\N,2,6,0,Non-technology Related Job,21,VT,46,206,No,No,0.17,6016,752,0,2015,2 -74,58606,0.03,0.02,4251033749,7863,Yes,High School or below,Female,Yes,Married,110,\N,0,3,41,Non-technology Related Job,382,ID,49,66,No,Yes,0.38,2395,479,0,2015,1 -74,58606,0.03,0.02,4251033749,7863,Yes,High School or below,Female,Yes,Married,110,\N,0,3,41,Non-technology Related Job,382,ID,49,66,No,Yes,0.38,1122,561,0,2015,2 -76,113564,0.07,0.02,4251053367,7864,Yes,Bachelor or equivalent,Female,Yes,Married,81,\N,1,5,10,Non-technology Related Job,58,AR,149,101,Yes,No,0.91,1216,608,0,2015,1 -76,113564,0.07,0.02,4251053367,7864,Yes,Bachelor or equivalent,Female,Yes,Married,81,\N,1,5,10,Non-technology Related Job,58,AR,149,101,Yes,No,0.91,2997,499,0,2015,2 -79,168521,0.02,0.01,4251023704,7865,Yes,Bachelor or equivalent,Male,No,Single,52,\N,2,7,80,Non-technology Related Job,234,WA,248,136,No,No,0.44,2778,694,0,2015,1 -79,168521,0.02,0.01,4251023704,7865,Yes,Bachelor or equivalent,Male,No,Single,52,\N,2,7,80,Non-technology Related Job,234,WA,248,136,No,No,0.44,4104,820,0,2015,2 -41,29422,0.01,0.02,4251014177,7866,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,0,5,98,Others,406,WI,445,151,No,No,0.9,6727,747,0,2015,1 -41,29422,0.01,0.02,4251014177,7866,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,0,5,98,Others,406,WI,445,151,No,No,0.9,3110,622,0,2015,2 -43,84379,0.04,0.01,4251069864,7867,Yes,Bachelor or equivalent,Female,Yes,Married,81,\N,1,7,67,Others,83,SD,44,186,No,No,0.43,2307,769,0,2015,1 -43,84379,0.04,0.01,4251069864,7867,Yes,Bachelor or equivalent,Female,Yes,Married,81,\N,1,7,67,Others,83,SD,44,186,No,No,0.43,3215,803,0,2015,2 -31,26465,0.04,0.02,4251085695,7868,Yes,Master or equivalent,Male,Yes,Married,1,\N,3,1,59,Non-technology Related Job,447,WI,450,66,No,No,0.71,490,245,0,2015,1 -31,26465,0.04,0.02,4251085695,7868,Yes,Master or equivalent,Male,Yes,Married,1,\N,3,1,59,Non-technology Related Job,447,WI,450,66,No,No,0.71,2764,691,0,2015,2 -33,81423,0.07,0.02,4251092001,7869,Yes,High School or below,Female,Yes,Single,92,\N,1,3,28,Non-technology Related Job,123,TN,49,101,No,No,0.24,2421,484,1,2015,1 -33,81423,0.07,0.02,4251092001,7869,Yes,High School or below,Female,Yes,Single,92,\N,1,3,28,Non-technology Related Job,123,TN,49,101,No,No,0.24,2195,439,1,2015,2 -63,192323,0.06,0.02,4251028695,7870,Yes,High School or below,Male,Yes,Single,30,\N,2,1,47,Others,295,TX,246,116,No,No,0.7,6730,1121,0,2015,1 -63,192323,0.06,0.02,4251028695,7870,Yes,High School or below,Male,Yes,Single,30,\N,2,1,47,Others,295,TX,246,116,No,No,0.7,6425,803,0,2015,2 -66,247280,0.01,0.02,4251071938,7871,Yes,High School or below,Male,No,Married,1,\N,3,3,16,Others,472,OK,346,151,No,No,0.23,3250,650,0,2015,1 -66,247280,0.01,0.02,4251071938,7871,Yes,High School or below,Male,No,Married,1,\N,3,3,16,Others,472,OK,346,151,No,No,0.23,5511,688,0,2015,2 -68,52238,0.05,0.01,4251053497,7872,Yes,High School or below,Female,Yes,Single,92,\N,0,5,85,Others,148,NH,445,186,No,No,0.76,7652,956,0,2015,1 -68,52238,0.05,0.01,4251053497,7872,Yes,High School or below,Female,Yes,Single,92,\N,0,5,85,Others,148,NH,445,186,No,No,0.76,7488,936,0,2015,2 -55,244324,0.04,0.02,4251075948,7873,Yes,High School or below,Male,Yes,Single,12,\N,3,7,77,Non-technology Related Job,12,OK,351,66,No,No,0.05,1821,910,0,2015,1 -55,244324,0.04,0.02,4251075948,7873,Yes,High School or below,Male,Yes,Single,12,\N,3,7,77,Non-technology Related Job,12,OK,351,66,No,No,0.05,3644,607,0,2015,2 -18,105224,0.02,0.02,4251009999,7874,Yes,High School or below,Female,Yes,Single,70,\N,0,5,95,Others,184,PA,48,81,No,No,0.5,5850,731,0,2015,1 -18,105224,0.02,0.02,4251009999,7874,Yes,High School or below,Female,Yes,Single,70,\N,0,5,95,Others,184,PA,48,81,No,No,0.5,9799,890,0,2015,2 -18,105224,0.02,0.02,4251009999,7874,Yes,High School or below,Female,Yes,Single,70,\N,0,5,95,Others,184,PA,48,81,No,No,0.5,1111,1111,0,2015,3 -20,160182,0.06,0.02,4251034635,7875,Yes,Bachelor or equivalent,Female,Yes,Married,41,\N,1,7,64,Others,360,NM,147,116,No,No,0.03,4811,801,1,2015,1 -20,160182,0.06,0.02,4251034635,7875,Yes,Bachelor or equivalent,Female,Yes,Married,41,\N,1,7,64,Others,360,NM,147,116,No,No,0.03,4964,827,1,2015,2 -22,215139,0.02,0.02,4251014916,7876,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,1,34,Others,37,MN,246,151,No,Yes,0.56,4393,732,0,2015,1 -22,215139,0.02,0.02,4251014916,7876,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,1,34,Others,37,MN,246,151,No,Yes,0.56,4397,732,0,2015,2 -22,215139,0.02,0.02,4251014916,7876,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,1,34,Others,37,MN,246,151,No,Yes,0.56,911,455,0,2015,3 -24,20097,0.05,0.01,4251078832,7877,Yes,Bachelor or equivalent,Male,No,Married,102,\N,0,4,3,Others,213,KS,346,186,No,No,0.1,1726,863,0,2015,1 -24,20097,0.05,0.01,4251078832,7877,Yes,Bachelor or equivalent,Male,No,Married,102,\N,0,4,3,Others,213,KS,346,186,No,No,0.1,2873,957,0,2015,2 -24,20097,0.05,0.01,4251078832,7877,Yes,Bachelor or equivalent,Male,No,Married,102,\N,0,4,3,Others,213,KS,346,186,No,No,0.1,245,245,0,2015,3 -40,18126,0.07,0.03,4251095573,7878,Yes,Master or equivalent,Female,Yes,Single,110,\N,2,1,44,Non-technology Related Job,73,NC,349,46,No,No,0.31,3179,635,0,2015,1 -40,18126,0.07,0.03,4251095573,7878,Yes,Master or equivalent,Female,Yes,Single,110,\N,2,1,44,Non-technology Related Job,73,NC,349,46,No,No,0.31,6633,829,0,2015,2 -40,18126,0.07,0.03,4251095573,7878,Yes,Master or equivalent,Female,Yes,Single,110,\N,2,1,44,Non-technology Related Job,73,NC,349,46,No,No,0.31,409,409,0,2015,3 -42,73083,0.03,0.02,4251048886,7879,Yes,Master or equivalent,Male,Yes,Married,81,\N,0,3,13,Others,249,MO,448,81,No,No,0.84,4858,694,0,2015,1 -42,73083,0.03,0.02,4251048886,7879,Yes,Master or equivalent,Male,Yes,Married,81,\N,0,3,13,Others,249,MO,448,81,No,No,0.84,1953,390,0,2015,2 -44,128041,0.07,0.02,4251045046,7880,Yes,High School or below,Male,Yes,Single,52,\N,1,5,82,Others,425,LA,48,116,No,No,0.37,6809,851,0,2015,1 -44,128041,0.07,0.02,4251045046,7880,Yes,High School or below,Male,Yes,Single,52,\N,1,5,82,Others,425,LA,48,116,No,No,0.37,5282,754,0,2015,2 -47,182998,0.02,0.01,4251073686,7881,No,High School or below,Female,Yes,Married,22,\N,2,0,52,Others,102,HI,147,151,No,No,0.9,6817,852,0,2015,1 -47,182998,0.02,0.01,4251073686,7881,No,High School or below,Female,Yes,Married,22,\N,2,0,52,Others,102,HI,147,151,No,No,0.9,5076,725,0,2015,2 -63,181027,0.04,0.03,4251020567,7882,Yes,High School or below,Male,No,Single,30,\N,1,5,92,Non-technology Related Job,462,NV,150,11,No,No,0.11,2729,682,0,2015,1 -63,181027,0.04,0.03,4251020567,7882,Yes,High School or below,Male,No,Single,30,\N,1,5,92,Non-technology Related Job,462,NV,150,11,No,No,0.11,4042,808,0,2015,2 -65,235984,0,0.03,4251046284,7883,Yes,High School or below,Female,Yes,Married,1,\N,2,7,61,Non-technology Related Job,138,MD,250,46,No,No,0.64,4625,770,0,2015,1 -65,235984,0,0.03,4251046284,7883,Yes,High School or below,Female,Yes,Married,1,\N,2,7,61,Non-technology Related Job,138,MD,250,46,No,No,0.64,1329,664,0,2015,2 -67,40942,0.03,0.02,4251040530,7884,Yes,High School or below,Female,Yes,Single,91,\N,3,1,31,Others,314,IL,349,81,No,No,0.17,7211,801,0,2015,1 -67,40942,0.03,0.02,4251040530,7884,Yes,High School or below,Female,Yes,Single,91,\N,3,1,31,Others,314,IL,349,81,No,No,0.17,2294,458,0,2015,2 -69,95899,0.07,0.02,4251089489,7885,Yes,High School or below,Male,Yes,Married,62,\N,0,4,0,Others,491,CA,448,116,No,No,0.7,3705,617,0,2015,1 -69,95899,0.07,0.02,4251089489,7885,Yes,High School or below,Male,Yes,Married,62,\N,0,4,0,Others,491,CA,448,116,No,No,0.7,1081,540,0,2015,2 -17,93928,0.01,0.03,4251083492,7886,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,1,41,Non-technology Related Job,351,MI,452,226,No,No,0.91,6557,596,0,2015,1 -17,93928,0.01,0.03,4251083492,7886,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,1,41,Non-technology Related Job,351,MI,452,226,No,No,0.91,2719,679,0,2015,2 -19,148886,0.05,0.03,4251058762,7887,Yes,Bachelor or equivalent,Male,Yes,Married,41,\N,0,3,10,Non-technology Related Job,27,IA,51,11,No,No,0.44,1425,712,0,2015,1 -19,148886,0.05,0.03,4251058762,7887,Yes,Bachelor or equivalent,Male,Yes,Married,41,\N,0,3,10,Non-technology Related Job,27,IA,51,11,No,No,0.44,3653,608,0,2015,2 -21,203843,0,0.03,4251055604,7888,Yes,Master or equivalent,Male,No,Single,11,\N,1,5,79,Non-technology Related Job,203,DE,150,46,No,No,0.97,3134,626,0,2015,1 -21,203843,0,0.03,4251055604,7888,Yes,Master or equivalent,Male,No,Single,11,\N,1,5,79,Non-technology Related Job,203,DE,150,46,No,No,0.97,4914,1228,0,2015,2 -23,8801,0.04,0.02,4251017435,7889,Yes,Master or equivalent,Male,Yes,Married,102,\N,3,7,49,Others,379,WY,249,81,No,No,0.51,2848,712,0,2015,1 -23,8801,0.04,0.02,4251017435,7889,Yes,Master or equivalent,Male,Yes,Married,102,\N,3,7,49,Others,379,WY,249,81,No,No,0.51,2847,474,0,2015,2 -23,8801,0.04,0.02,4251017435,7889,Yes,Master or equivalent,Male,Yes,Married,102,\N,3,7,49,Others,379,WY,249,81,No,No,0.51,1968,984,0,2015,3 -39,6829,0.06,0,4251058439,7890,Yes,High School or below,Male,Yes,Single,110,\N,1,5,89,Non-technology Related Job,240,KY,253,190,No,Yes,0.72,4182,1045,0,2015,1 -39,6829,0.06,0,4251058439,7890,Yes,High School or below,Male,Yes,Single,110,\N,1,5,89,Non-technology Related Job,240,KY,253,190,No,Yes,0.72,3024,756,0,2015,2 -41,61787,0.02,0.03,4251024481,7891,Yes,High School or below,Female,Yes,Married,81,\N,2,7,58,Non-technology Related Job,416,GA,352,225,Yes,No,0.25,2698,674,0,2015,1 -41,61787,0.02,0.03,4251024481,7891,Yes,High School or below,Female,Yes,Married,81,\N,2,7,58,Non-technology Related Job,416,GA,352,225,Yes,No,0.25,5627,803,0,2015,2 -44,116744,0.05,0.03,4251088319,7892,Yes,High School or below,Female,Yes,Single,51,\N,3,1,28,Non-technology Related Job,92,AK,451,10,No,No,0.78,6160,684,1,2015,1 -44,116744,0.05,0.03,4251088319,7892,Yes,High School or below,Female,Yes,Single,51,\N,3,1,28,Non-technology Related Job,92,AK,451,10,No,No,0.78,3691,738,1,2015,2 -46,171702,0.01,0.03,4251018271,7893,Yes,High School or below,Female,Yes,Married,22,\N,1,3,97,Others,268,VT,51,45,No,No,0.31,6372,708,0,2015,1 -46,171702,0.01,0.03,4251018271,7893,Yes,High School or below,Female,Yes,Married,22,\N,1,3,97,Others,268,VT,51,45,No,No,0.31,5120,731,0,2015,2 -76,32602,0.07,0.03,4251066422,7894,Yes,High School or below,Male,No,Married,80,\N,2,1,16,Others,441,WA,248,60,No,No,0.76,4505,750,0,2015,1 -76,32602,0.07,0.03,4251066422,7894,Yes,High School or below,Male,No,Married,80,\N,2,1,16,Others,441,WA,248,60,No,No,0.76,4172,695,0,2015,2 -64,224688,0.06,0,4251089730,7895,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,0,3,7,Non-technology Related Job,305,AR,153,190,No,No,0.05,4263,852,0,2015,1 -64,224688,0.06,0,4251089730,7895,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,0,3,7,Non-technology Related Job,305,AR,153,190,No,No,0.05,3392,848,0,2015,2 -66,29646,0.02,0.03,4251071266,7896,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,2,5,76,Non-technology Related Job,481,WA,253,225,No,No,0.58,3309,827,1,2015,1 -66,29646,0.02,0.03,4251071266,7896,Yes,Bachelor or equivalent,Male,Yes,Single,91,\N,2,5,76,Non-technology Related Job,481,WA,253,225,No,No,0.58,2478,826,1,2015,2 -68,84603,0.06,0.03,4251069628,7897,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,3,7,46,Non-technology Related Job,157,SC,352,10,No,No,0.11,3075,768,1,2015,2 -30,195504,0.04,0.03,4251014814,7898,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,0,5,64,Others,330,SD,49,25,No,No,0.57,2361,590,0,2015,1 -30,195504,0.04,0.03,4251014814,7898,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,0,5,64,Others,330,SD,49,25,No,No,0.57,1691,845,0,2015,2 -33,461,0,0.03,4251016354,7899,Yes,Master or equivalent,Male,Yes,Married,91,\N,1,7,34,Others,6,ND,148,60,No,No,0.1,2415,603,0,2015,1 -33,461,0,0.03,4251016354,7899,Yes,Master or equivalent,Male,Yes,Married,91,\N,1,7,34,Others,6,ND,148,60,No,No,0.1,5693,711,0,2015,2 -33,461,0,0.03,4251016354,7899,Yes,Master or equivalent,Male,Yes,Married,91,\N,1,7,34,Others,6,ND,148,60,No,No,0.1,1279,1279,0,2015,3 -20,192547,0.07,0,4251080599,7900,Yes,High School or below,Female,Yes,Married,11,\N,0,1,25,Non-technology Related Job,370,TN,54,190,No,No,0.38,2303,767,0,2015,1 -20,192547,0.07,0,4251080599,7900,Yes,High School or below,Female,Yes,Married,11,\N,0,1,25,Non-technology Related Job,370,TN,54,190,No,No,0.38,5503,917,0,2015,2 -22,247504,0.03,0.03,4251032938,7901,Yes,High School or below,Female,Yes,Single,102,\N,1,3,94,Non-technology Related Job,46,ND,153,225,No,Yes,0.92,4000,800,0,2015,1 -22,247504,0.03,0.03,4251032938,7901,Yes,High School or below,Female,Yes,Single,102,\N,1,3,94,Non-technology Related Job,46,ND,153,225,No,Yes,0.92,1575,315,0,2015,2 -53,108405,0.01,0,4251077114,7902,Yes,High School or below,Male,Yes,Single,40,\N,2,1,13,Others,218,OK,350,240,No,No,0.37,5429,1085,0,2015,1 -53,108405,0.01,0,4251077114,7902,Yes,High School or below,Male,Yes,Single,40,\N,2,1,13,Others,218,OK,350,240,No,No,0.37,1316,658,0,2015,2 -55,163362,0.04,0.03,4251095523,7903,Yes,High School or below,Female,Yes,Married,11,\N,0,3,82,Others,395,NH,450,25,No,Yes,0.9,1189,594,0,2015,1 -55,163362,0.04,0.03,4251095523,7903,Yes,High School or below,Female,Yes,Married,11,\N,0,3,82,Others,395,NH,450,25,No,Yes,0.9,2966,741,0,2015,2 -57,218320,0,0.03,4251094035,7904,Yes,High School or below,Female,Yes,Single,102,\N,1,5,51,Others,71,MA,49,60,No,No,0.43,5150,858,0,2015,1 -57,218320,0,0.03,4251094035,7904,Yes,High School or below,Female,Yes,Single,102,\N,1,5,51,Others,71,MA,49,60,No,No,0.43,391,195,0,2015,2 -45,160406,0,0,4251046344,7905,Yes,Bachelor or equivalent,Male,No,Single,22,\N,3,7,43,Non-technology Related Job,435,NH,455,190,No,No,0.72,3167,791,1,2015,1 -45,160406,0,0,4251046344,7905,Yes,Bachelor or equivalent,Male,No,Single,22,\N,3,7,43,Non-technology Related Job,435,NH,455,190,No,No,0.72,4346,620,1,2015,2 -75,21306,0.06,0,4251050312,7906,Yes,Bachelor or equivalent,Female,Yes,Single,80,\N,1,5,61,Others,107,NM,152,205,No,No,0.17,4744,790,0,2015,1 -75,21306,0.06,0,4251050312,7906,Yes,Bachelor or equivalent,Female,Yes,Single,80,\N,1,5,61,Others,107,NM,152,205,No,No,0.17,2766,691,0,2015,2 -77,76264,0.01,0,4251087065,7907,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,2,7,31,Others,284,MS,251,240,No,No,0.71,3118,779,0,2015,1 -77,76264,0.01,0,4251087065,7907,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,2,7,31,Others,284,MS,251,240,No,No,0.71,683,341,0,2015,2 -12,131221,0.05,0.03,4251084851,7908,Yes,Bachelor or equivalent,Male,Yes,Single,22,\N,3,1,0,Others,460,KS,350,25,No,No,0.24,3539,884,0,2015,1 -12,131221,0.05,0.03,4251084851,7908,Yes,Bachelor or equivalent,Male,Yes,Single,22,\N,3,1,0,Others,460,KS,350,25,No,No,0.24,976,488,0,2015,2 -14,186178,0.01,0.03,4251095558,7909,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,0,4,69,Others,136,FL,450,60,No,No,0.77,8355,835,1,2015,1 -14,186178,0.01,0.03,4251095558,7909,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,0,4,69,Others,136,FL,450,60,No,No,0.77,2333,777,1,2015,2 -14,186178,0.01,0.03,4251095558,7909,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,0,4,69,Others,136,FL,450,60,No,No,0.77,1404,1404,1,2015,3 -30,184207,0.03,0.01,4251024633,7910,Yes,PhD or equivalent,Male,Yes,Single,0,\N,3,1,10,Others,496,MT,453,170,No,No,0.98,3170,634,0,2015,1 -30,184207,0.03,0.01,4251024633,7910,Yes,PhD or equivalent,Male,Yes,Single,0,\N,3,1,10,Others,496,MT,453,170,No,No,0.98,5967,663,0,2015,2 -32,239165,0.06,0,4251100272,7911,Yes,High School or below,Male,No,Married,91,\N,0,3,79,Others,172,LA,52,205,No,No,0.51,3208,641,0,2015,1 -32,239165,0.06,0,4251100272,7911,Yes,High School or below,Male,No,Married,91,\N,0,3,79,Others,172,LA,52,205,No,No,0.51,4663,1165,0,2015,2 -34,44122,0.02,0,4251024736,7912,Yes,High School or below,Female,Yes,Single,62,\N,1,5,48,Others,349,HI,152,240,Yes,No,0.04,3084,514,0,2015,1 -34,44122,0.02,0,4251024736,7912,Yes,High School or below,Female,Yes,Single,62,\N,1,5,48,Others,349,HI,152,240,Yes,No,0.04,2016,1008,0,2015,2 -36,99080,0.05,0.03,4251046436,7913,Yes,High School or below,Female,Yes,Married,32,\N,3,7,18,Others,25,AR,251,25,No,No,0.57,3363,840,0,2015,1 -36,99080,0.05,0.03,4251046436,7913,Yes,High School or below,Female,Yes,Married,32,\N,3,7,18,Others,25,AR,251,25,No,No,0.57,484,484,0,2015,2 -52,97109,0,0.01,4251032632,7914,Yes,High School or below,Female,Yes,Single,40,\N,1,5,58,Others,385,MD,254,135,No,No,0.78,1530,510,0,2015,1 -52,97109,0,0.01,4251032632,7914,Yes,High School or below,Female,Yes,Single,40,\N,1,5,58,Others,385,MD,254,135,No,No,0.78,4094,682,0,2015,2 -54,152066,0.03,0,4251046866,7915,Yes,High School or below,Female,Yes,Married,11,\N,2,7,28,Others,61,IL,354,170,No,No,0.31,7803,780,0,2015,1 -54,152066,0.03,0,4251046866,7915,Yes,High School or below,Female,Yes,Married,11,\N,2,7,28,Others,61,IL,354,170,No,No,0.31,2892,964,0,2015,2 -56,207024,0.07,0,4251017117,7916,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,3,1,97,Others,238,CO,453,205,No,No,0.84,3198,639,0,2015,1 -56,207024,0.07,0,4251017117,7916,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,3,1,97,Others,238,CO,453,205,No,No,0.84,2638,527,0,2015,2 -58,11981,0.02,0,4251058151,7917,Yes,Bachelor or equivalent,Male,No,Married,72,\N,1,3,66,Others,414,WV,52,240,No,No,0.37,7603,844,0,2015,1 -58,11981,0.02,0,4251058151,7917,Yes,Bachelor or equivalent,Male,No,Married,72,\N,1,3,66,Others,414,WV,52,240,No,No,0.37,2564,641,0,2015,2 -74,10010,0.04,0.01,4251089686,7918,Yes,Bachelor or equivalent,Male,No,Single,80,\N,3,1,7,Non-technology Related Job,274,IA,56,100,No,No,0.58,4647,663,1,2015,1 -74,10010,0.04,0.01,4251089686,7918,Yes,Bachelor or equivalent,Male,No,Single,80,\N,3,1,7,Non-technology Related Job,274,IA,56,100,No,No,0.58,6590,732,1,2015,2 -76,64967,0,0.01,4251059199,7919,Yes,Master or equivalent,Male,Yes,Married,51,\N,0,3,76,Others,450,DE,155,135,No,No,0.12,2265,453,0,2015,1 -76,64967,0,0.01,4251059199,7919,Yes,Master or equivalent,Male,Yes,Married,51,\N,0,3,76,Others,450,DE,155,135,No,No,0.12,278,278,0,2015,3 -79,119925,0.04,0,4251008676,7920,Yes,Master or equivalent,Male,Yes,Single,21,\N,2,5,45,Others,126,WY,254,170,No,No,0.65,1708,341,0,2015,1 -79,119925,0.04,0,4251008676,7920,Yes,Master or equivalent,Male,Yes,Single,21,\N,2,5,45,Others,126,WY,254,170,No,No,0.65,169,169,0,2015,2 -13,174882,0.07,0,4251098704,7921,Yes,PhD or equivalent,Female,Yes,Married,112,\N,3,7,15,Others,303,TX,353,205,No,No,0.18,4232,529,0,2015,1 -13,174882,0.07,0,4251098704,7921,Yes,PhD or equivalent,Female,Yes,Married,112,\N,3,7,15,Others,303,TX,353,205,No,No,0.18,2429,607,0,2015,2 -29,172911,0.01,0.02,4251081363,7922,Yes,High School or below,Male,No,Single,0,\N,1,5,55,Non-technology Related Job,163,GA,357,65,No,No,0.39,1399,699,0,2015,1 -29,172911,0.01,0.02,4251081363,7922,Yes,High School or below,Male,No,Single,0,\N,1,5,55,Non-technology Related Job,163,GA,357,65,No,No,0.39,4531,755,0,2015,2 -31,227869,0.05,0.01,4251011581,7923,Yes,High School or below,Female,Yes,Married,91,\N,3,7,25,Non-technology Related Job,339,AK,456,100,No,No,0.92,1946,486,0,2015,1 -31,227869,0.05,0.01,4251011581,7923,Yes,High School or below,Female,Yes,Married,91,\N,3,7,25,Non-technology Related Job,339,AK,456,100,No,No,0.92,4808,601,0,2015,2 -33,32826,0.01,0.01,4251009886,7924,Yes,High School or below,Female,No,Single,61,\N,0,1,94,Others,15,VT,55,135,No,No,0.45,4608,658,0,2015,1 -33,32826,0.01,0.01,4251009886,7924,Yes,High School or below,Female,No,Single,61,\N,0,1,94,Others,15,VT,55,135,No,No,0.45,2791,697,0,2015,2 -35,87784,0.04,0,4251040938,7925,Yes,High School or below,Male,Yes,Married,32,\N,1,3,63,Others,192,PA,155,170,No,No,0.98,1490,745,0,2015,1 -35,87784,0.04,0,4251040938,7925,Yes,High School or below,Male,Yes,Married,32,\N,1,3,63,Others,192,PA,155,170,No,No,0.98,2074,691,0,2015,2 -66,198684,0.02,0.01,4251023071,7926,Yes,High School or below,Female,Yes,Married,90,\N,2,1,82,Others,364,RI,352,185,No,No,0.44,7373,1053,0,2015,1 -66,198684,0.02,0.01,4251023071,7926,Yes,High School or below,Female,Yes,Married,90,\N,2,1,82,Others,364,RI,352,185,No,No,0.44,3718,929,0,2015,2 -66,198684,0.02,0.01,4251023071,7926,Yes,High School or below,Female,Yes,Married,90,\N,2,1,82,Others,364,RI,352,185,No,No,0.44,1304,1304,0,2015,3 -53,140770,0.02,0.02,4251022279,7927,Yes,Bachelor or equivalent,Male,Yes,Married,11,\N,1,3,73,Non-technology Related Job,228,WA,257,65,No,No,0.72,6015,859,0,2015,1 -53,140770,0.02,0.02,4251022279,7927,Yes,Bachelor or equivalent,Male,Yes,Married,11,\N,1,3,73,Non-technology Related Job,228,WA,257,65,No,No,0.72,920,306,0,2015,2 -55,195727,0.05,0.01,4251063234,7928,Yes,Bachelor or equivalent,Male,No,Single,101,\N,2,5,42,Others,404,SC,357,100,No,Yes,0.25,1993,498,0,2015,1 -55,195727,0.05,0.01,4251063234,7928,Yes,Bachelor or equivalent,Male,No,Single,101,\N,2,5,42,Others,404,SC,357,100,No,Yes,0.25,2057,514,0,2015,2 -58,685,0.01,0.01,4251042962,7929,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,3,7,12,Others,80,NY,456,135,No,No,0.78,5003,1000,0,2015,1 -58,685,0.01,0.01,4251042962,7929,Yes,Bachelor or equivalent,Female,Yes,Married,72,\N,3,7,12,Others,80,NY,456,135,No,No,0.78,3038,506,0,2015,2 -20,111585,0.07,0.01,4251045813,7930,Yes,Master or equivalent,Male,Yes,Married,10,\N,1,5,30,Others,253,ND,153,150,Yes,Yes,0.24,7715,771,0,2015,1 -20,111585,0.07,0.01,4251045813,7930,Yes,Master or equivalent,Male,Yes,Married,10,\N,1,5,30,Others,253,ND,153,150,Yes,Yes,0.24,2185,546,0,2015,2 -22,166543,0.03,0.01,4251087330,7931,Yes,Master or equivalent,Male,Yes,Single,101,\N,2,7,0,Others,429,NE,252,185,No,No,0.77,5154,859,0,2015,1 -22,166543,0.03,0.01,4251087330,7931,Yes,Master or equivalent,Male,Yes,Single,101,\N,2,7,0,Others,429,NE,252,185,No,No,0.77,1129,564,0,2015,2 -78,108629,0.02,0.02,4251020073,7932,Yes,High School or below,Female,Yes,Single,21,\N,0,1,91,Non-technology Related Job,293,OH,158,65,No,No,0.06,4014,669,0,2015,1 -78,108629,0.02,0.02,4251020073,7932,Yes,High School or below,Female,Yes,Single,21,\N,0,1,91,Non-technology Related Job,293,OH,158,65,No,No,0.06,1080,1080,0,2015,2 -12,163586,0.06,0.01,4251078640,7933,Yes,High School or below,Female,Yes,Single,112,\N,2,3,60,Others,469,NE,257,100,No,No,0.59,3463,577,0,2015,1 -12,163586,0.06,0.01,4251078640,7933,Yes,High School or below,Female,Yes,Single,112,\N,2,3,60,Others,469,NE,257,100,No,No,0.59,765,382,0,2015,2 -42,24487,0.04,0.02,4251067415,7934,Yes,High School or below,Female,No,Married,50,\N,3,1,79,Others,142,NH,454,115,No,No,0.04,5487,783,0,2015,1 -42,24487,0.04,0.02,4251067415,7934,Yes,High School or below,Female,No,Married,50,\N,3,1,79,Others,142,NH,454,115,No,No,0.04,3349,558,0,2015,2 -44,79444,0,0.01,4251054420,7935,Yes,High School or below,Female,Yes,Single,21,\N,0,3,48,Others,318,MI,54,150,No,No,0.57,1443,481,0,2015,1 -44,79444,0,0.01,4251054420,7935,Yes,High School or below,Female,Yes,Single,21,\N,0,3,48,Others,318,MI,54,150,No,No,0.57,4479,639,0,2015,2 -47,134401,0.03,0.01,4251079485,7936,Yes,High School or below,Female,Yes,Single,112,\N,1,5,17,Others,494,IN,153,185,No,No,0.11,1710,855,0,2015,1 -47,134401,0.03,0.01,4251079485,7936,Yes,High School or below,Female,Yes,Single,112,\N,1,5,17,Others,494,IN,153,185,No,No,0.11,6219,777,0,2015,2 -34,76487,0.03,0.02,4251040962,7937,Yes,Bachelor or equivalent,Male,Yes,Single,32,\N,0,7,9,Non-technology Related Job,358,MI,59,65,No,No,0.39,1451,483,1,2015,1 -34,76487,0.03,0.02,4251040962,7937,Yes,Bachelor or equivalent,Male,Yes,Single,32,\N,0,7,9,Non-technology Related Job,358,MI,59,65,No,No,0.39,3370,1123,1,2015,2 -65,187388,0.01,0.02,4251096686,7938,Yes,Bachelor or equivalent,Female,Yes,Single,90,\N,1,5,27,Others,31,MS,256,80,No,No,0.85,7302,811,0,2015,1 -65,187388,0.01,0.02,4251096686,7938,Yes,Bachelor or equivalent,Female,Yes,Single,90,\N,1,5,27,Others,31,MS,256,80,No,No,0.85,3736,747,0,2015,2 -67,242345,0.05,0.02,4251063450,7939,Yes,Bachelor or equivalent,Male,Yes,Married,61,\N,2,7,97,Others,207,KS,355,115,No,No,0.38,2632,658,0,2015,1 -67,242345,0.05,0.02,4251063450,7939,Yes,Bachelor or equivalent,Male,Yes,Married,61,\N,2,7,97,Others,207,KS,355,115,No,No,0.38,3801,633,0,2015,2 -69,47303,0,0.01,4251034033,7940,Yes,Bachelor or equivalent,Male,No,Single,32,\N,0,1,66,Others,383,FL,454,150,No,No,0.91,3244,540,0,2015,1 -69,47303,0,0.01,4251034033,7940,Yes,Bachelor or equivalent,Male,No,Single,32,\N,0,1,66,Others,383,FL,454,150,No,No,0.91,1636,409,0,2015,2 -71,102260,0.04,0.01,4251036583,7941,Yes,Master or equivalent,Female,Yes,Married,2,\N,1,3,35,Others,59,AK,54,185,No,Yes,0.44,3095,773,0,2015,1 -71,102260,0.04,0.01,4251036583,7941,Yes,Master or equivalent,Female,Yes,Married,2,\N,1,3,35,Others,59,AK,54,185,No,Yes,0.44,3957,791,0,2015,2 -19,100289,0.06,0.02,4251048127,7942,Yes,High School or below,Male,Yes,Single,10,\N,3,1,76,Others,419,LA,57,45,No,No,0.65,1608,402,0,2015,1 -19,100289,0.06,0.02,4251048127,7942,Yes,High School or below,Male,Yes,Single,10,\N,3,1,76,Others,419,LA,57,45,No,No,0.65,786,786,0,2015,2 -21,155247,0.02,0.02,4251044660,7943,Yes,High School or below,Female,Yes,Married,101,\N,0,3,45,Others,96,HI,156,80,No,No,0.18,3229,645,0,2015,1 -21,155247,0.02,0.02,4251044660,7943,Yes,High School or below,Female,Yes,Married,101,\N,0,3,45,Others,96,HI,156,80,No,No,0.18,4417,883,0,2015,2 -23,210204,0.05,0.02,4251061698,7944,Yes,High School or below,Female,Yes,Single,72,\N,2,5,14,Others,272,AR,256,115,No,No,0.71,6025,753,0,2015,1 -23,210204,0.05,0.02,4251061698,7944,Yes,High School or below,Female,Yes,Single,72,\N,2,5,14,Others,272,AR,256,115,No,No,0.71,8270,827,0,2015,2 -26,15162,0.01,0.01,4251014014,7945,Yes,High School or below,Female,Yes,Married,42,\N,3,7,84,Others,448,VA,355,150,No,No,0.24,2963,493,0,2015,1 -26,15162,0.01,0.01,4251014014,7945,Yes,High School or below,Female,Yes,Married,42,\N,3,7,84,Others,448,VA,355,150,No,No,0.24,2018,672,0,2015,2 -41,13190,0.03,0.03,4251039283,7946,Yes,High School or below,Female,Yes,Single,50,\N,1,5,24,Others,308,IL,358,10,No,No,0.45,863,863,0,2015,1 -41,13190,0.03,0.03,4251039283,7946,Yes,High School or below,Female,Yes,Single,50,\N,1,5,24,Others,308,IL,358,10,No,No,0.45,3310,827,0,2015,2 -44,68148,0.06,0.02,4251093509,7947,Yes,Bachelor or equivalent,Male,No,Married,21,\N,3,7,94,Others,485,CO,457,45,No,No,0.98,3858,771,0,2015,1 -44,68148,0.06,0.02,4251093509,7947,Yes,Bachelor or equivalent,Male,No,Married,21,\N,3,7,94,Others,485,CO,457,45,No,No,0.98,4028,805,0,2015,2 -46,123105,0.02,0.02,4251051838,7948,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,0,1,63,Others,161,WV,57,80,No,No,0.52,3208,802,0,2015,1 -46,123105,0.02,0.02,4251051838,7948,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,0,1,63,Others,161,WV,57,80,No,No,0.52,4584,916,0,2015,2 -46,123105,0.02,0.02,4251051838,7948,Yes,Bachelor or equivalent,Male,Yes,Single,112,\N,0,1,63,Others,161,WV,57,80,No,No,0.52,853,853,0,2015,3 -48,178063,0.06,0.01,4251088663,7949,Yes,Bachelor or equivalent,Male,Yes,Married,82,\N,1,3,32,Others,337,SD,156,115,No,No,0.05,5216,745,0,2015,1 -48,178063,0.06,0.01,4251088663,7949,Yes,Bachelor or equivalent,Male,Yes,Married,82,\N,1,3,32,Others,337,SD,156,115,No,No,0.05,3698,616,0,2015,2 -64,176092,0,0.03,4251052101,7950,Yes,Master or equivalent,Male,Yes,Single,90,\N,0,1,73,Others,197,DE,159,225,No,No,0.26,4281,856,0,2015,1 -64,176092,0,0.03,4251052101,7950,Yes,Master or equivalent,Male,Yes,Single,90,\N,0,1,73,Others,197,DE,159,225,No,No,0.26,1321,660,0,2015,2 -66,231049,0.03,0.03,4251092624,7951,Yes,Master or equivalent,Male,Yes,Married,61,\N,1,3,42,Others,373,WY,259,10,No,No,0.79,3718,619,0,2015,1 -66,231049,0.03,0.03,4251092624,7951,Yes,Master or equivalent,Male,Yes,Married,61,\N,1,3,42,Others,373,WY,259,10,No,No,0.79,5412,773,0,2015,2 -68,36007,0.07,0.02,4251083198,7952,Yes,PhD or equivalent,Female,Yes,Single,31,\N,2,5,11,Others,50,TX,358,45,No,No,0.32,5111,730,0,2015,1 -68,36007,0.07,0.02,4251083198,7952,Yes,PhD or equivalent,Female,Yes,Single,31,\N,2,5,11,Others,50,TX,358,45,No,No,0.32,1419,473,0,2015,2 -70,90964,0.03,0.02,4251089082,7953,Yes,High School or below,Female,No,Married,2,\N,3,7,81,Others,226,OK,457,80,No,No,0.85,3949,789,0,2015,1 -70,90964,0.03,0.02,4251089082,7953,Yes,High School or below,Female,No,Married,2,\N,3,7,81,Others,226,OK,457,80,No,No,0.85,3005,601,0,2015,2 -18,88993,0.05,0.03,4251029452,7954,No,High School or below,Female,Yes,Single,10,\N,2,5,21,Others,86,AZ,461,190,No,No,0.06,4342,620,0,2015,1 -18,88993,0.05,0.03,4251029452,7954,No,High School or below,Female,Yes,Single,10,\N,2,5,21,Others,86,AZ,461,190,No,No,0.06,3237,647,0,2015,2 -20,143951,0,0.03,4251086669,7955,Yes,High School or below,Female,Yes,Married,101,\N,3,7,91,Others,262,VT,60,225,No,Yes,0.59,5777,962,1,2015,1 -20,143951,0,0.03,4251086669,7955,Yes,High School or below,Female,Yes,Married,101,\N,3,7,91,Others,262,VT,60,225,No,Yes,0.59,1445,722,1,2015,2 -22,198908,0.04,0.03,4251051571,7956,Yes,High School or below,Male,Yes,Single,71,\N,0,1,60,Others,439,PA,159,10,No,No,0.12,5320,665,0,2015,1 -22,198908,0.04,0.03,4251051571,7956,Yes,High School or below,Male,Yes,Single,71,\N,0,1,60,Others,439,PA,159,10,No,No,0.12,701,701,0,2015,2 -25,3865,0.07,0.02,4251035043,7957,Yes,High School or below,Male,Yes,Married,42,\N,2,3,29,Others,115,NJ,259,45,No,No,0.65,4290,715,0,2015,1 -25,3865,0.07,0.02,4251035043,7957,Yes,High School or below,Male,Yes,Married,42,\N,2,3,29,Others,115,NJ,259,45,No,No,0.65,4810,601,0,2015,2 -55,114766,0.06,0.03,4251061488,7958,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,3,1,48,Technology Related Job,287,NY,456,60,No,No,0.11,5267,752,0,2015,1 -55,114766,0.06,0.03,4251061488,7958,Yes,Bachelor or equivalent,Female,Yes,Married,100,\N,3,1,48,Technology Related Job,287,NY,456,60,No,No,0.11,3797,759,0,2015,2 -43,56852,0.05,0.03,4251041160,7959,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,1,3,39,Others,151,SC,361,190,No,No,0.39,2996,998,0,2015,1 -43,56852,0.05,0.03,4251041160,7959,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,1,3,39,Others,151,SC,361,190,No,No,0.39,4923,820,0,2015,2 -45,111809,0.01,0.03,4251068744,7960,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,3,5,8,Others,327,NC,461,225,No,No,0.93,3249,541,0,2015,1 -45,111809,0.01,0.03,4251068744,7960,Yes,Bachelor or equivalent,Female,Yes,Single,111,\N,3,5,8,Others,327,NC,461,225,No,No,0.93,5886,840,0,2015,2 -47,166767,0.04,0.03,4251056016,7961,Yes,Master or equivalent,Female,Yes,Married,82,\N,0,7,78,Others,4,MO,60,10,No,No,0.46,4298,859,0,2015,1 -47,166767,0.04,0.03,4251056016,7961,Yes,Master or equivalent,Female,Yes,Married,82,\N,0,7,78,Others,4,MO,60,10,No,No,0.46,1926,642,0,2015,2 -77,27667,0.03,0.03,4251019605,7962,Yes,Master or equivalent,Male,Yes,Married,20,\N,1,5,96,Others,176,NE,257,25,No,No,0.91,5342,890,0,2015,1 -77,27667,0.03,0.03,4251019605,7962,Yes,Master or equivalent,Male,Yes,Married,20,\N,1,5,96,Others,176,NE,257,25,No,No,0.91,4289,612,0,2015,2 -12,82625,0.06,0.03,4251094822,7963,Yes,PhD or equivalent,Male,No,Single,111,\N,2,7,66,Technology Related Job,352,MD,356,60,No,No,0.44,3665,610,1,2015,1 -12,82625,0.06,0.03,4251094822,7963,Yes,PhD or equivalent,Male,No,Single,111,\N,2,7,66,Technology Related Job,352,MD,356,60,No,No,0.44,1032,1032,1,2015,2 -12,82625,0.06,0.03,4251094822,7963,Yes,PhD or equivalent,Male,No,Single,111,\N,2,7,66,Technology Related Job,352,MD,356,60,No,No,0.44,511,511,1,2015,3 -67,24711,0.06,0.03,4251076634,7964,Yes,High School or below,Female,No,Single,31,\N,1,1,57,Others,216,NE,262,190,No,No,0.73,3635,727,0,2015,1 -67,24711,0.06,0.03,4251076634,7964,Yes,High School or below,Female,No,Single,31,\N,1,1,57,Others,216,NE,262,190,No,No,0.73,5313,1062,0,2015,2 -69,79668,0.01,0.03,4251042937,7965,Yes,High School or below,Male,Yes,Married,2,\N,2,3,26,Others,393,MD,361,225,No,No,0.26,4151,691,0,2015,1 -69,79668,0.01,0.03,4251042937,7965,Yes,High School or below,Male,Yes,Married,2,\N,2,3,26,Others,393,MD,361,225,No,No,0.26,1771,590,0,2015,2 -72,134625,0.05,0.03,4251044740,7966,Yes,High School or below,Male,Yes,Married,93,\N,3,5,96,Others,69,IL,461,10,No,Yes,0.79,4875,609,0,2015,1 -72,134625,0.05,0.03,4251044740,7966,Yes,High School or below,Male,Yes,Married,93,\N,3,5,96,Others,69,IL,461,10,No,Yes,0.79,1347,673,0,2015,2 -34,245526,0.03,0.03,4251080463,7967,Yes,High School or below,Female,Yes,Single,31,\N,0,3,14,Others,241,IN,158,25,No,No,0.25,2304,460,0,2015,1 -34,245526,0.03,0.03,4251080463,7967,Yes,High School or below,Female,Yes,Single,31,\N,0,3,14,Others,241,IN,158,25,No,No,0.25,684,342,0,2015,2 -36,50483,0.07,0.03,4251040154,7968,Yes,High School or below,Male,Yes,Single,2,\N,2,5,84,Technology Related Job,417,CT,257,60,No,Yes,0.78,2126,708,0,2015,1 -36,50483,0.07,0.03,4251040154,7968,Yes,High School or below,Male,Yes,Single,2,\N,2,5,84,Technology Related Job,417,CT,257,60,No,Yes,0.78,5894,982,0,2015,2 -24,242569,0.06,0.03,4251021689,7969,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,0,7,75,Others,281,IA,163,190,No,No,0.06,4740,677,1,2015,1 -24,242569,0.06,0.03,4251021689,7969,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,0,7,75,Others,281,IA,163,190,No,No,0.06,2877,959,1,2015,2 -24,242569,0.06,0.03,4251021689,7969,Yes,Bachelor or equivalent,Female,Yes,Single,42,\N,0,7,75,Others,281,IA,163,190,No,No,0.06,1256,1256,1,2015,3 -26,47527,0.02,0.03,4251011264,7970,Yes,Bachelor or equivalent,Female,No,Married,13,\N,1,1,44,Others,458,CT,262,225,No,No,0.59,3747,749,0,2015,1 -26,47527,0.02,0.03,4251011264,7970,Yes,Bachelor or equivalent,Female,No,Married,13,\N,1,1,44,Others,458,CT,262,225,No,No,0.59,4020,574,0,2015,2 -56,158427,0,0.03,4251022072,7971,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,3,7,63,Others,130,FL,459,240,No,No,0.05,2748,549,0,2015,1 -56,158427,0,0.03,4251022072,7971,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,3,7,63,Others,130,FL,459,240,No,No,0.05,2782,556,0,2015,2 -58,213385,0.04,0.03,4251094226,7972,Yes,Master or equivalent,Female,Yes,Single,42,\N,0,1,32,Technology Related Job,306,AK,58,25,No,No,0.58,1070,1070,0,2015,1 -58,213385,0.04,0.03,4251094226,7972,Yes,Master or equivalent,Female,Yes,Single,42,\N,0,1,32,Technology Related Job,306,AK,58,25,No,No,0.58,2391,597,0,2015,2 -61,18342,0.07,0.03,4251090789,7973,Yes,Master or equivalent,Female,Yes,Married,12,\N,1,3,1,Technology Related Job,483,UT,157,60,No,No,0.11,4306,717,0,2015,1 -61,18342,0.07,0.03,4251090789,7973,Yes,Master or equivalent,Female,Yes,Married,12,\N,1,3,1,Technology Related Job,483,UT,157,60,No,No,0.11,3301,550,0,2015,2 -48,210428,0.07,0.03,4251078747,7974,Yes,High School or below,Male,Yes,Married,53,\N,0,5,93,Others,347,AK,63,190,No,No,0.4,4277,855,0,2015,1 -48,210428,0.07,0.03,4251078747,7974,Yes,High School or below,Male,Yes,Married,53,\N,0,5,93,Others,347,AK,63,190,No,No,0.4,5185,740,0,2015,2 -79,71328,0.05,0,4251073766,7975,Yes,High School or below,Female,Yes,Married,111,\N,1,3,11,Others,19,AR,260,205,No,No,0.85,4184,1046,0,2015,1 -79,71328,0.05,0,4251073766,7975,Yes,High School or below,Female,Yes,Married,111,\N,1,3,11,Others,19,AR,260,205,No,No,0.85,3215,1071,0,2015,2 -13,126286,0,0.03,4251054446,7976,Yes,High School or below,Female,No,Single,82,\N,2,5,81,Others,195,VA,359,240,No,No,0.38,6675,953,0,2015,1 -13,126286,0,0.03,4251054446,7976,Yes,High School or below,Female,No,Single,82,\N,2,5,81,Others,195,VA,359,240,No,No,0.38,5030,718,0,2015,2 -15,181243,0.04,0.03,4251068114,7977,Yes,High School or below,Male,Yes,Married,52,\N,3,7,50,Technology Related Job,371,RI,459,25,No,No,0.91,883,883,0,2015,1 -15,181243,0.04,0.03,4251068114,7977,Yes,High School or below,Male,Yes,Married,52,\N,3,7,50,Technology Related Job,371,RI,459,25,No,No,0.91,2217,443,0,2015,2 -17,236201,0,0.03,4251064539,7978,Yes,High School or below,Male,Yes,Single,23,\N,1,1,19,Technology Related Job,48,NY,58,60,No,No,0.45,8977,748,0,2015,1 -17,236201,0,0.03,4251064539,7978,Yes,High School or below,Male,Yes,Single,23,\N,1,1,19,Technology Related Job,48,NY,58,60,No,No,0.45,1079,539,0,2015,2 -17,236201,0,0.03,4251064539,7978,Yes,High School or below,Male,Yes,Single,23,\N,1,1,19,Technology Related Job,48,NY,58,60,No,No,0.45,1141,1141,0,2015,3 -33,234230,0.02,0,4251059616,7979,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,3,7,60,Others,408,WI,61,170,No,No,0.66,4550,758,0,2015,1 -33,234230,0.02,0,4251059616,7979,Yes,Bachelor or equivalent,Male,Yes,Married,31,\N,3,7,60,Others,408,WI,61,170,No,No,0.66,1716,343,0,2015,2 -35,39187,0.05,0,4251100029,7980,Yes,Bachelor or equivalent,Male,Yes,Single,2,\N,0,1,29,Others,84,SD,161,205,No,No,0.19,3767,753,0,2015,1 -35,39187,0.05,0,4251100029,7980,Yes,Bachelor or equivalent,Male,Yes,Single,2,\N,0,1,29,Others,84,SD,161,205,No,No,0.19,5209,651,0,2015,2 -37,94145,0.01,0.03,4251012369,7981,Yes,Bachelor or equivalent,Female,Yes,Married,92,\N,2,3,98,Others,260,ND,260,240,No,No,0.72,1919,639,0,2015,1 -37,94145,0.01,0.03,4251012369,7981,Yes,Bachelor or equivalent,Female,Yes,Married,92,\N,2,3,98,Others,260,ND,260,240,No,No,0.72,2684,447,0,2015,2 -40,149102,0.05,0.03,4251086501,7982,Yes,Master or equivalent,Female,No,Single,63,\N,3,5,68,Technology Related Job,437,MT,359,25,No,No,0.25,3139,627,0,2015,1 -40,149102,0.05,0.03,4251086501,7982,Yes,Master or equivalent,Female,No,Single,63,\N,3,5,68,Technology Related Job,437,MT,359,25,No,No,0.25,4118,823,0,2015,2 -55,147131,0.07,0,4251074801,7983,Yes,High School or below,Female,Yes,Married,71,\N,1,3,8,Others,297,TX,363,135,No,No,0.46,3006,601,0,2015,1 -55,147131,0.07,0,4251074801,7983,Yes,High School or below,Female,Yes,Married,71,\N,1,3,8,Others,297,TX,363,135,No,No,0.46,5018,1003,0,2015,2 -58,202088,0.02,0,4251048070,7984,Yes,High School or below,Female,Yes,Single,41,\N,3,5,78,Others,473,OK,462,170,No,No,0.99,6066,1011,1,2015,1 -58,202088,0.02,0,4251048070,7984,Yes,High School or below,Female,Yes,Single,41,\N,3,5,78,Others,473,OK,462,170,No,No,0.99,3802,633,1,2015,2 -60,7046,0.06,0,4251053111,7985,Yes,High School or below,Male,Yes,Married,12,\N,0,7,47,Others,149,NH,61,205,No,No,0.52,4102,1025,0,2015,1 -60,7046,0.06,0,4251053111,7985,Yes,High School or below,Male,Yes,Married,12,\N,0,7,47,Others,149,NH,61,205,No,No,0.52,3231,538,0,2015,2 -62,62003,0.02,0.03,4251078803,7986,Yes,High School or below,Male,Yes,Single,103,\N,1,1,16,Others,325,MA,161,240,No,No,0.05,5388,673,0,2015,1 -62,62003,0.02,0.03,4251078803,7986,Yes,High School or below,Male,Yes,Single,103,\N,1,1,16,Others,325,MA,161,240,No,No,0.05,1326,265,0,2015,2 -64,116961,0.05,0.03,4251048929,7987,Yes,High School or below,Male,Yes,Married,74,\N,2,4,86,Technology Related Job,2,IN,260,25,No,No,0.58,4177,835,0,2015,1 -64,116961,0.05,0.03,4251048929,7987,Yes,High School or below,Male,Yes,Married,74,\N,2,4,86,Technology Related Job,2,IN,260,25,No,No,0.58,3155,788,0,2015,2 -12,114990,0.07,0,4251068200,7988,Yes,High School or below,Male,Yes,Single,81,\N,1,1,26,Others,362,NM,263,135,Yes,No,0.79,3634,726,0,2015,1 -12,114990,0.07,0,4251068200,7988,Yes,High School or below,Male,Yes,Single,81,\N,1,1,26,Others,362,NM,263,135,Yes,No,0.79,5377,672,0,2015,2 -14,169947,0.03,0,4251030767,7989,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,2,3,95,Others,38,MN,363,170,No,No,0.32,1182,591,0,2015,1 -14,169947,0.03,0,4251030767,7989,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,2,3,95,Others,38,MN,363,170,No,No,0.32,6958,994,0,2015,2 -16,224905,0.06,0,4251020865,7990,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,3,5,65,Others,214,KS,462,205,No,No,0.86,1298,1298,0,2015,1 -16,224905,0.06,0,4251020865,7990,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,3,5,65,Others,214,KS,462,205,No,No,0.86,2887,721,0,2015,2 -16,224905,0.06,0,4251020865,7990,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,3,5,65,Others,214,KS,462,205,No,No,0.86,1218,1218,0,2015,3 -32,222934,0,0.01,4251074876,7991,Yes,Master or equivalent,Female,Yes,Married,31,\N,2,3,5,Others,74,NC,465,65,No,No,0.07,2528,632,0,2015,1 -32,222934,0,0.01,4251074876,7991,Yes,Master or equivalent,Female,Yes,Married,31,\N,2,3,5,Others,74,NC,465,65,No,No,0.07,3548,591,0,2015,2 -34,27891,0.04,0.01,4251097626,7992,Yes,Master or equivalent,Female,Yes,Single,1,\N,3,5,75,Others,251,MO,65,100,No,No,0.6,4758,528,1,2015,1 -34,27891,0.04,0.01,4251097626,7992,Yes,Master or equivalent,Female,Yes,Single,1,\N,3,5,75,Others,251,MO,65,100,No,No,0.6,5333,666,1,2015,2 -34,27891,0.04,0.01,4251097626,7992,Yes,Master or equivalent,Female,Yes,Single,1,\N,3,5,75,Others,251,MO,65,100,No,No,0.6,1293,1293,1,2015,3 -36,82848,0,0,4251031605,7993,Yes,PhD or equivalent,Female,No,Married,92,\N,0,7,44,Others,427,LA,164,135,No,Yes,0.13,4757,528,1,2015,1 -36,82848,0,0,4251031605,7993,Yes,PhD or equivalent,Female,No,Married,92,\N,0,7,44,Others,427,LA,164,135,No,Yes,0.13,3709,927,1,2015,2 -39,137806,0.03,0,4251011498,7994,Yes,High School or below,Male,Yes,Single,63,\N,1,1,13,Others,103,HI,263,170,No,No,0.66,4586,655,1,2015,1 -39,137806,0.03,0,4251011498,7994,Yes,High School or below,Male,Yes,Single,63,\N,1,1,13,Others,103,HI,263,170,No,No,0.66,2740,913,1,2015,2 -69,248706,0.02,0,4251034889,7995,Yes,High School or below,Female,Yes,Single,1,\N,3,7,32,Technology Related Job,276,ID,460,185,No,Yes,0.12,2957,739,1,2015,1 -69,248706,0.02,0,4251034889,7995,Yes,High School or below,Female,Yes,Single,1,\N,3,7,32,Technology Related Job,276,ID,460,185,No,Yes,0.12,3061,1020,1,2015,2 -57,190792,0.01,0.01,4251070034,7996,Yes,High School or below,Male,Yes,Single,41,\N,1,1,23,Others,140,MD,366,65,No,No,0.4,8512,945,0,2015,1 -57,190792,0.01,0.01,4251070034,7996,Yes,High School or below,Male,Yes,Single,41,\N,1,1,23,Others,140,MD,366,65,No,No,0.4,1273,636,0,2015,2 -59,245750,0.05,0.01,4251013129,7997,Yes,High School or below,Male,Yes,Married,12,\N,2,3,92,Others,316,IL,465,100,No,No,0.93,1142,380,0,2015,1 -59,245750,0.05,0.01,4251013129,7997,Yes,High School or below,Male,Yes,Married,12,\N,2,3,92,Others,316,IL,465,100,No,No,0.93,2272,757,0,2015,2 -59,245750,0.05,0.01,4251013129,7997,Yes,High School or below,Male,Yes,Married,12,\N,2,3,92,Others,316,IL,465,100,No,No,0.93,849,849,0,2015,3 -61,50707,0,0,4251023215,7998,Yes,High School or below,Female,Yes,Single,103,\N,0,5,62,Others,492,CA,65,135,No,No,0.46,5721,715,0,2015,1 -61,50707,0,0,4251023215,7998,Yes,High School or below,Female,Yes,Single,103,\N,0,5,62,Others,492,CA,65,135,No,No,0.46,2424,1212,0,2015,2 -63,105665,0.04,0,4251025382,7999,Yes,High School or below,Female,No,Single,74,\N,1,7,31,Others,168,WV,164,170,No,No,0.99,1831,610,0,2015,1 -63,105665,0.04,0,4251025382,7999,Yes,High School or below,Female,No,Single,74,\N,1,7,31,Others,168,WV,164,170,No,No,0.99,4035,807,0,2015,2 -26,216565,0.02,0,4251091695,8000,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,2,5,50,Technology Related Job,341,WY,361,185,No,No,0.45,2564,641,0,2015,1 -26,216565,0.02,0,4251091695,8000,Yes,Bachelor or equivalent,Male,Yes,Married,12,\N,2,5,50,Technology Related Job,341,WY,361,185,No,No,0.45,5173,646,0,2015,2 -13,158651,0.01,0.01,4251013416,8001,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,1,7,41,Others,205,CT,267,65,No,No,0.74,6295,899,0,2015,1 -13,158651,0.01,0.01,4251013416,8001,Yes,Bachelor or equivalent,Female,Yes,Married,52,\N,1,7,41,Others,205,CT,267,65,No,No,0.74,3175,635,0,2015,2 -15,213608,0.05,0.01,4251041152,8002,Yes,Master or equivalent,Male,Yes,Married,23,\N,2,1,10,Others,381,WY,366,100,No,No,0.27,3483,696,1,2015,1 -15,213608,0.05,0.01,4251041152,8002,Yes,Master or equivalent,Male,Yes,Married,23,\N,2,1,10,Others,381,WY,366,100,No,No,0.27,2400,600,1,2015,2 -17,18566,0.01,0,4251059435,8003,Yes,Master or equivalent,Male,Yes,Single,114,\N,3,3,80,Others,57,TX,465,135,No,No,0.8,4397,1099,0,2015,1 -17,18566,0.01,0,4251059435,8003,Yes,Master or equivalent,Male,Yes,Single,114,\N,3,3,80,Others,57,TX,465,135,No,No,0.8,2786,557,0,2015,2 -48,129466,0.07,0.01,4251077771,8004,Yes,PhD or equivalent,Female,Yes,Married,52,\N,0,1,98,Technology Related Job,230,UT,162,150,No,No,0.25,6298,899,0,2015,1 -48,129466,0.07,0.01,4251077771,8004,Yes,PhD or equivalent,Female,Yes,Married,52,\N,0,1,98,Technology Related Job,230,UT,162,150,No,No,0.25,1488,744,0,2015,2 -50,184424,0.03,0,4251071729,8005,Yes,High School or below,Female,No,Married,22,\N,2,3,68,Technology Related Job,406,OR,261,185,No,No,0.78,6984,1164,0,2015,1 -50,184424,0.03,0,4251071729,8005,Yes,High School or below,Female,No,Married,22,\N,2,3,68,Technology Related Job,406,OR,261,185,No,No,0.78,2402,800,0,2015,2 -38,126510,0.02,0.01,4251050507,8006,Yes,High School or below,Male,No,Married,63,\N,0,5,59,Others,270,VT,167,65,No,No,0.07,1848,616,0,2015,1 -38,126510,0.02,0.01,4251050507,8006,Yes,High School or below,Male,No,Married,63,\N,0,5,59,Others,270,VT,167,65,No,No,0.07,3633,605,0,2015,2 -38,126510,0.02,0.01,4251050507,8006,Yes,High School or below,Male,No,Married,63,\N,0,5,59,Others,270,VT,167,65,No,No,0.07,617,617,0,2015,3 -40,181467,0.06,0.01,4251064533,8007,Yes,High School or below,Female,Yes,Single,34,\N,1,7,28,Others,446,OR,266,99,No,No,0.6,3760,752,0,2015,1 -40,181467,0.06,0.01,4251064533,8007,Yes,High School or below,Female,Yes,Single,34,\N,1,7,28,Others,446,OR,266,99,No,No,0.6,893,893,0,2015,2 -70,42368,0.04,0.01,4251086333,8008,Yes,High School or below,Male,Yes,Single,92,\N,3,5,47,Technology Related Job,118,RI,463,114,No,No,0.06,3197,639,0,2015,1 -70,42368,0.04,0.01,4251086333,8008,Yes,High School or below,Male,Yes,Single,92,\N,3,5,47,Technology Related Job,118,RI,463,114,No,No,0.06,606,606,0,2015,2 -70,42368,0.04,0.01,4251086333,8008,Yes,High School or below,Male,Yes,Single,92,\N,3,5,47,Technology Related Job,118,RI,463,114,No,No,0.06,631,631,0,2015,3 -72,97325,0.07,0.01,4251063489,8009,Yes,High School or below,Male,Yes,Married,62,\N,0,7,16,Technology Related Job,295,NY,63,149,Yes,No,0.59,5785,723,0,2015,1 -72,97325,0.07,0.01,4251063489,8009,Yes,High School or below,Male,Yes,Married,62,\N,0,7,16,Technology Related Job,295,NY,63,149,Yes,No,0.59,2574,858,0,2015,2 -75,152283,0.03,0,4251048333,8010,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,1,1,85,Technology Related Job,471,MS,162,184,No,No,0.12,2155,718,0,2015,1 -75,152283,0.03,0,4251048333,8010,Yes,Bachelor or equivalent,Female,Yes,Single,33,\N,1,1,85,Technology Related Job,471,MS,162,184,No,No,0.12,1664,832,0,2015,2 -62,94369,0.02,0.01,4251058853,8011,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,0,3,77,Others,335,NY,68,64,No,No,0.4,4213,601,0,2015,1 -62,94369,0.02,0.01,4251058853,8011,Yes,Bachelor or equivalent,Male,Yes,Single,74,\N,0,3,77,Others,335,NY,68,64,No,No,0.4,5571,928,0,2015,2 -25,205269,0.01,0.02,4251035531,8012,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,1,1,95,Technology Related Job,7,ND,265,79,No,No,0.86,4029,671,0,2015,1 -25,205269,0.01,0.02,4251035531,8012,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,1,1,95,Technology Related Job,7,ND,265,79,No,No,0.86,5246,655,0,2015,2 -27,10226,0.04,0.01,4251042946,8013,Yes,Master or equivalent,Female,Yes,Married,102,\N,2,3,65,Technology Related Job,184,NE,364,114,No,No,0.39,6759,965,0,2015,1 -27,10226,0.04,0.01,4251042946,8013,Yes,Master or equivalent,Female,Yes,Married,102,\N,2,3,65,Technology Related Job,184,NE,364,114,No,No,0.39,3785,630,0,2015,2 -29,65184,0,0.01,4251015911,8014,Yes,Master or equivalent,Male,Yes,Single,73,\N,3,5,34,Technology Related Job,360,ME,463,149,No,No,0.92,5567,618,0,2015,1 -29,65184,0,0.01,4251015911,8014,Yes,Master or equivalent,Male,Yes,Single,73,\N,3,5,34,Technology Related Job,360,ME,463,149,No,No,0.92,4155,593,0,2015,2 -31,120141,0.04,0,4251062780,8015,Yes,PhD or equivalent,Male,Yes,Married,44,\N,1,0,3,Technology Related Job,36,ID,63,184,No,No,0.45,4807,534,1,2015,1 -31,120141,0.04,0,4251062780,8015,Yes,PhD or equivalent,Male,Yes,Married,44,\N,1,0,3,Technology Related Job,36,ID,63,184,No,No,0.45,4335,722,1,2015,2 -19,62227,0.03,0.01,4251021865,8016,Yes,High School or below,Female,No,Married,84,\N,3,2,95,Others,400,ME,468,64,No,No,0.74,2326,581,0,2015,1 -19,62227,0.03,0.01,4251021865,8016,Yes,High School or below,Female,No,Married,84,\N,3,2,95,Others,400,ME,468,64,No,No,0.74,1355,451,0,2015,2 -49,173128,0.01,0.02,4251014703,8017,Yes,High School or below,Male,Yes,Married,22,\N,0,7,13,Technology Related Job,72,MA,165,79,No,No,0.19,8649,665,0,2015,1 -49,173128,0.01,0.02,4251014703,8017,Yes,High School or below,Male,Yes,Married,22,\N,0,7,13,Technology Related Job,72,MA,165,79,No,No,0.19,2884,961,0,2015,2 -49,173128,0.01,0.02,4251014703,8017,Yes,High School or below,Male,Yes,Married,22,\N,0,7,13,Technology Related Job,72,MA,165,79,No,No,0.19,249,249,0,2015,3 -51,228085,0.05,0.01,4251039578,8018,Yes,High School or below,Male,Yes,Single,113,\N,1,1,82,Technology Related Job,249,IN,265,114,No,No,0.72,2071,517,0,2015,1 -53,33043,0,0.01,4251039241,8019,Yes,High School or below,Female,Yes,Married,84,\N,3,4,52,Technology Related Job,425,CT,364,149,No,No,0.26,3257,465,0,2015,1 -53,33043,0,0.01,4251039241,8019,Yes,High School or below,Female,Yes,Married,84,\N,3,4,52,Technology Related Job,425,CT,364,149,No,No,0.26,3269,467,0,2015,2 -56,88000,0.04,0,4251055446,8020,Yes,High School or below,Female,Yes,Single,55,\N,0,6,21,Technology Related Job,101,WI,463,184,No,No,0.79,4375,546,0,2015,1 -56,88000,0.04,0,4251055446,8020,Yes,High School or below,Female,Yes,Single,55,\N,0,6,21,Technology Related Job,101,WI,463,184,No,No,0.79,2183,436,0,2015,2 -56,88000,0.04,0,4251055446,8020,Yes,High School or below,Female,Yes,Single,55,\N,0,6,21,Technology Related Job,101,WI,463,184,No,No,0.79,1003,1003,0,2015,3 -72,86029,0.06,0.02,4251012377,8021,Yes,Bachelor or equivalent,Female,Yes,Married,62,\N,2,3,62,Others,461,KS,467,44,No,No,0,1853,617,0,2015,1 -72,86029,0.06,0.02,4251012377,8021,Yes,Bachelor or equivalent,Female,Yes,Married,62,\N,2,3,62,Others,461,KS,467,44,No,No,0,2239,746,0,2015,2 -74,140986,0.02,0.01,4251047187,8022,Yes,Bachelor or equivalent,Female,No,Single,33,\N,0,5,31,Technology Related Job,138,FL,66,79,No,No,0.53,6596,942,0,2015,1 -74,140986,0.02,0.01,4251047187,8022,Yes,Bachelor or equivalent,Female,No,Single,33,\N,0,5,31,Technology Related Job,138,FL,66,79,No,No,0.53,385,385,0,2015,2 -76,195944,0.05,0.01,4251025788,8023,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,1,7,0,Technology Related Job,314,AL,165,114,No,No,0.06,4785,797,0,2015,1 -76,195944,0.05,0.01,4251025788,8023,Yes,Bachelor or equivalent,Male,Yes,Married,4,\N,1,7,0,Technology Related Job,314,AL,165,114,No,No,0.06,3314,662,0,2015,2 -78,901,0.01,0.01,4251060559,8024,Yes,Master or equivalent,Male,Yes,Single,95,\N,2,2,70,Technology Related Job,490,UT,265,149,No,No,0.59,2393,398,0,2015,1 -78,901,0.01,0.01,4251060559,8024,Yes,Master or equivalent,Male,Yes,Single,95,\N,2,2,70,Technology Related Job,490,UT,265,149,No,No,0.59,1876,625,0,2015,2 -26,248930,0.03,0.02,4251027841,8025,Yes,High School or below,Male,Yes,Married,102,\N,1,7,10,Others,350,HI,268,9,No,No,0.8,1744,581,0,2015,1 -26,248930,0.03,0.02,4251027841,8025,Yes,High School or below,Male,Yes,Married,102,\N,1,7,10,Others,350,HI,268,9,No,No,0.8,3576,894,0,2015,2 -28,53888,0.07,0.02,4251070400,8026,Yes,High School or below,Male,Yes,Single,73,\N,2,1,79,Others,26,AZ,367,44,No,No,0.33,3984,996,0,2015,1 -28,53888,0.07,0.02,4251070400,8026,Yes,High School or below,Male,Yes,Single,73,\N,2,1,79,Others,26,AZ,367,44,No,No,0.33,5965,662,0,2015,2 -30,108845,0.02,0.01,4251080939,8027,Yes,High School or below,Female,Yes,Married,44,\N,3,3,49,Technology Related Job,203,VA,467,79,No,No,0.86,4611,1152,0,2015,1 -30,108845,0.02,0.01,4251080939,8027,Yes,High School or below,Female,Yes,Married,44,\N,3,3,49,Technology Related Job,203,VA,467,79,No,No,0.86,7529,752,0,2015,2 -32,163803,0.06,0.01,4251058697,8028,Yes,High School or below,Female,No,Single,15,\N,0,6,18,Technology Related Job,379,RI,66,114,No,No,0.39,4247,606,0,2015,1 -32,163803,0.06,0.01,4251058697,8028,Yes,High School or below,Female,No,Single,15,\N,0,6,18,Technology Related Job,379,RI,66,114,No,No,0.39,4879,813,0,2015,2 -48,161832,0,0.03,4251088872,8029,Yes,High School or below,Female,No,Married,22,\N,3,3,59,Others,239,CA,69,224,No,No,0.6,2591,863,0,2015,1 -48,161832,0,0.03,4251088872,8029,Yes,High School or below,Female,No,Married,22,\N,3,3,59,Others,239,CA,69,224,No,No,0.6,5209,868,0,2015,2 -50,216789,0.04,0.02,4251044893,8030,Yes,Bachelor or equivalent,Female,Yes,Single,113,\N,0,5,28,Others,415,WV,169,9,No,No,0.13,2107,421,0,2015,1 -50,216789,0.04,0.02,4251044893,8030,Yes,Bachelor or equivalent,Female,Yes,Single,113,\N,0,5,28,Others,415,WV,169,9,No,No,0.13,2103,420,0,2015,2 -50,216789,0.04,0.02,4251044893,8030,Yes,Bachelor or equivalent,Female,Yes,Single,113,\N,0,5,28,Others,415,WV,169,9,No,No,0.13,602,602,0,2015,3 -53,21746,0.07,0.02,4251009387,8031,No,Bachelor or equivalent,Female,Yes,Married,84,\N,1,7,97,Technology Related Job,91,SD,268,44,No,Yes,0.67,1257,419,0,2015,1 -53,21746,0.07,0.02,4251009387,8031,No,Bachelor or equivalent,Female,Yes,Married,84,\N,1,7,97,Technology Related Job,91,SD,268,44,No,Yes,0.67,6120,1224,0,2015,2 -55,76704,0.03,0.01,4251009504,8032,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,3,2,67,Technology Related Job,268,NC,367,79,No,No,0.2,3886,971,0,2015,1 -55,76704,0.03,0.01,4251009504,8032,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,3,2,67,Technology Related Job,268,NC,367,79,No,No,0.2,5955,661,0,2015,2 -55,76704,0.03,0.01,4251009504,8032,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,3,2,67,Technology Related Job,268,NC,367,79,No,No,0.2,1374,1374,0,2015,3 -71,74733,0.05,0.03,4251066943,8033,Yes,Master or equivalent,Male,Yes,Married,62,\N,1,7,7,Others,128,WY,371,189,No,No,0.41,1598,319,0,2015,1 -71,74733,0.05,0.03,4251066943,8033,Yes,Master or equivalent,Male,Yes,Married,62,\N,1,7,7,Others,128,WY,371,189,No,No,0.41,3681,736,0,2015,2 -71,74733,0.05,0.03,4251066943,8033,Yes,Master or equivalent,Male,Yes,Married,62,\N,1,7,7,Others,128,WY,371,189,No,No,0.41,533,533,0,2015,3 -73,129690,0,0.03,4251028522,8034,Yes,Master or equivalent,Male,Yes,Single,33,\N,2,1,76,Others,304,TX,470,224,No,No,0.94,6541,726,0,2015,1 -73,129690,0,0.03,4251028522,8034,Yes,Master or equivalent,Male,Yes,Single,33,\N,2,1,76,Others,304,TX,470,224,No,No,0.94,2142,714,0,2015,2 -75,184648,0.04,0.02,4251078867,8035,Yes,PhD or equivalent,Male,No,Single,4,\N,0,3,46,Others,480,OH,69,9,No,No,0.47,1784,356,0,2015,1 -75,184648,0.04,0.02,4251078867,8035,Yes,PhD or equivalent,Male,No,Single,4,\N,0,3,46,Others,480,OH,69,9,No,No,0.47,1442,480,0,2015,2 -77,239605,0,0.02,4251029335,8036,Yes,High School or below,Female,Yes,Married,95,\N,1,6,15,Technology Related Job,157,NV,168,44,No,No,0,3925,560,0,2015,1 -77,239605,0,0.02,4251029335,8036,Yes,High School or below,Female,Yes,Married,95,\N,1,6,15,Technology Related Job,157,NV,168,44,No,No,0,5238,654,0,2015,2 -79,44563,0.03,0.01,4251057391,8037,Yes,High School or below,Female,Yes,Single,65,\N,2,0,84,Technology Related Job,333,MA,268,79,No,No,0.53,3472,868,0,2015,1 -79,44563,0.03,0.01,4251057391,8037,Yes,High School or below,Female,Yes,Single,65,\N,2,0,84,Technology Related Job,333,MA,268,79,No,No,0.53,6337,905,0,2015,2 -79,44563,0.03,0.01,4251057391,8037,Yes,High School or below,Female,Yes,Single,65,\N,2,0,84,Technology Related Job,333,MA,268,79,No,No,0.53,1072,1072,0,2015,3 -27,42592,0.05,0.03,4251047402,8038,Yes,High School or below,Female,Yes,Married,73,\N,1,5,25,Others,193,PA,271,189,No,No,0.74,1792,896,0,2015,1 -27,42592,0.05,0.03,4251047402,8038,Yes,High School or below,Female,Yes,Married,73,\N,1,5,25,Others,193,PA,271,189,No,No,0.74,2592,648,0,2015,2 -29,97549,0.01,0.03,4251039333,8039,Yes,High School or below,Female,Yes,Single,44,\N,2,7,94,Others,369,NJ,370,224,No,No,0.27,768,256,1,2015,1 -29,97549,0.01,0.03,4251039333,8039,Yes,High School or below,Female,Yes,Single,44,\N,2,7,94,Others,369,NJ,370,224,No,No,0.27,3930,982,1,2015,2 -31,152506,0.05,0.02,4251009011,8040,Yes,High School or below,Male,Yes,Married,15,\N,3,1,64,Others,45,MN,470,9,Yes,No,0.8,2038,407,0,2015,1 -31,152506,0.05,0.02,4251009011,8040,Yes,High School or below,Male,Yes,Married,15,\N,3,1,64,Others,45,MN,470,9,Yes,No,0.8,1001,250,0,2015,2 -34,207464,0,0.02,4251048225,8041,Yes,Bachelor or equivalent,Male,No,Single,105,\N,0,4,33,Technology Related Job,222,IA,69,44,No,No,0.33,6753,844,0,2015,1 -34,207464,0,0.02,4251048225,8041,Yes,Bachelor or equivalent,Male,No,Single,105,\N,0,4,33,Technology Related Job,222,IA,69,44,No,No,0.33,63,63,0,2015,2 -64,68364,0.06,0.02,4251075515,8042,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,1,1,51,Technology Related Job,394,KY,266,59,No,No,0.79,3218,459,0,2015,1 -64,68364,0.06,0.02,4251075515,8042,Yes,Bachelor or equivalent,Female,Yes,Single,43,\N,1,1,51,Technology Related Job,394,KY,266,59,No,No,0.79,3432,858,0,2015,2 -52,10450,0.06,0.03,4251053061,8043,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,0,3,43,Others,258,MO,172,189,No,No,0.08,5543,791,0,2015,1 -52,10450,0.06,0.03,4251053061,8043,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,0,3,43,Others,258,MO,172,189,No,No,0.08,2342,585,0,2015,2 -54,65408,0.01,0.03,4251021842,8044,Yes,Master or equivalent,Female,Yes,Married,54,\N,1,5,12,Others,434,LA,271,224,No,No,0.61,4106,684,0,2015,1 -54,65408,0.01,0.03,4251021842,8044,Yes,Master or equivalent,Female,Yes,Married,54,\N,1,5,12,Others,434,LA,271,224,No,No,0.61,3241,540,0,2015,2 -54,65408,0.01,0.03,4251021842,8044,Yes,Master or equivalent,Female,Yes,Married,54,\N,1,5,12,Others,434,LA,271,224,No,No,0.61,167,167,0,2015,3 -56,120365,0.05,0.02,4251057995,8045,Yes,Master or equivalent,Female,Yes,Single,25,\N,2,0,81,Others,111,GA,370,9,No,No,0.14,3676,735,0,2015,1 -56,120365,0.05,0.02,4251057995,8045,Yes,Master or equivalent,Female,Yes,Single,25,\N,2,0,81,Others,111,GA,370,9,No,No,0.14,6490,1081,0,2015,2 -18,231266,0.03,0.03,4251099438,8046,Yes,PhD or equivalent,Male,Yes,Single,83,\N,0,5,0,Technology Related Job,283,ID,67,24,No,No,0.59,5648,941,0,2015,1 -18,231266,0.03,0.03,4251099438,8046,Yes,PhD or equivalent,Male,Yes,Single,83,\N,0,5,0,Technology Related Job,283,ID,67,24,No,No,0.59,4,4,0,2015,2 -21,36223,0.07,0.02,4251096821,8047,Yes,High School or below,Male,No,Married,54,\N,1,7,69,Technology Related Job,459,CA,167,59,No,No,0.12,4394,878,0,2015,1 -21,36223,0.07,0.02,4251096821,8047,Yes,High School or below,Male,No,Married,54,\N,1,7,69,Technology Related Job,459,CA,167,59,No,No,0.12,3568,713,0,2015,2 -21,36223,0.07,0.02,4251096821,8047,Yes,High School or below,Male,No,Married,54,\N,1,7,69,Technology Related Job,459,CA,167,59,No,No,0.12,1205,1205,0,2015,3 -76,228309,0.06,0.03,4251042154,8048,Yes,High School or below,Female,Yes,Married,94,\N,3,1,61,Others,323,ID,72,189,No,No,0.41,5665,809,0,2015,1 -76,228309,0.06,0.03,4251042154,8048,Yes,High School or below,Female,Yes,Married,94,\N,3,1,61,Others,323,ID,72,189,No,No,0.41,8254,825,0,2015,2 -78,33266,0.02,0.03,4251094885,8049,Yes,High School or below,Male,Yes,Single,65,\N,1,4,30,Others,499,CA,172,224,No,No,0.94,2340,780,1,2015,1 -78,33266,0.02,0.03,4251094885,8049,Yes,High School or below,Male,Yes,Single,65,\N,1,4,30,Others,499,CA,172,224,No,No,0.94,2511,627,1,2015,2 -41,144167,0,0.03,4251022086,8050,Yes,High School or below,Female,Yes,Single,3,\N,2,1,48,Technology Related Job,172,CT,369,239,No,No,0.4,238,238,0,2015,1 -41,144167,0,0.03,4251022086,8050,Yes,High School or below,Female,Yes,Single,3,\N,2,1,48,Technology Related Job,172,CT,369,239,No,No,0.4,8155,815,0,2015,2 -43,199124,0.04,0.03,4251064446,8051,No,High School or below,Female,No,Married,94,\N,3,3,18,Technology Related Job,348,WI,468,24,No,No,0.93,5531,790,0,2015,1 -43,199124,0.04,0.03,4251064446,8051,No,High School or below,Female,No,Married,94,\N,3,3,18,Technology Related Job,348,WI,468,24,No,No,0.93,2195,731,0,2015,2 -45,4082,0.07,0.02,4251081999,8052,Yes,Bachelor or equivalent,Male,Yes,Single,65,\N,0,6,87,Technology Related Job,24,TN,67,59,No,No,0.46,5883,735,0,2015,1 -45,4082,0.07,0.02,4251081999,8052,Yes,Bachelor or equivalent,Male,Yes,Single,65,\N,0,6,87,Technology Related Job,24,TN,67,59,No,No,0.46,9287,1031,0,2015,2 -33,196168,0.07,0.03,4251068589,8053,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,3,0,78,Others,388,WY,473,189,No,Yes,0.74,4110,685,0,2015,1 -33,196168,0.07,0.03,4251068589,8053,Yes,Bachelor or equivalent,Female,Yes,Single,105,\N,3,0,78,Others,388,WY,473,189,No,Yes,0.74,5235,747,0,2015,2 -35,1125,0.02,0.02,4251018964,8054,Yes,Master or equivalent,Female,Yes,Married,76,\N,0,2,48,Others,65,TN,72,224,No,No,0.27,4815,687,0,2015,1 -35,1125,0.02,0.02,4251018964,8054,Yes,Master or equivalent,Female,Yes,Married,76,\N,0,2,48,Others,65,TN,72,224,No,No,0.27,5568,795,0,2015,2 -35,1125,0.02,0.02,4251018964,8054,Yes,Master or equivalent,Female,Yes,Married,76,\N,0,2,48,Others,65,TN,72,224,No,No,0.27,1417,1417,0,2015,3 -65,112026,0.01,0.03,4251017822,8055,Yes,Master or equivalent,Male,Yes,Married,14,\N,1,7,66,Technology Related Job,237,UT,269,239,No,No,0.73,989,329,0,2015,1 -65,112026,0.01,0.03,4251017822,8055,Yes,Master or equivalent,Male,Yes,Married,14,\N,1,7,66,Technology Related Job,237,UT,269,239,No,No,0.73,4982,996,0,2015,2 -67,166983,0.04,0.02,4251010540,8056,Yes,Master or equivalent,Female,Yes,Single,105,\N,3,2,36,Technology Related Job,413,OR,369,24,No,No,0.26,2364,591,0,2015,1 -67,166983,0.04,0.02,4251010540,8056,Yes,Master or equivalent,Female,Yes,Single,105,\N,3,2,36,Technology Related Job,413,OR,369,24,No,No,0.26,4740,677,0,2015,2 -70,221940,0,0.02,4251028803,8057,Yes,High School or below,Female,No,Married,76,\N,0,4,5,Non-technology Related Job,89,NH,468,59,No,No,0.79,5003,833,0,2015,1 -70,221940,0,0.02,4251028803,8057,Yes,High School or below,Female,No,Married,76,\N,0,4,5,Non-technology Related Job,89,NH,468,59,No,No,0.79,3773,754,0,2015,2 -57,164027,0.07,0.03,4251079146,8058,Yes,High School or below,Male,No,Married,116,\N,2,6,96,Others,453,OR,374,189,No,No,0.08,3966,396,0,2015,1 -57,164027,0.07,0.03,4251079146,8058,Yes,High School or below,Male,No,Married,116,\N,2,6,96,Others,453,OR,374,189,No,No,0.08,3840,548,0,2015,2 -20,24927,0.06,0.03,4251067123,8059,Yes,High School or below,Female,Yes,Married,54,\N,0,3,15,Technology Related Job,126,RI,71,204,No,No,0.53,2328,776,0,2015,1 -20,24927,0.06,0.03,4251067123,8059,Yes,High School or below,Female,Yes,Married,54,\N,0,3,15,Technology Related Job,126,RI,71,204,No,No,0.53,3635,908,0,2015,2 -22,79884,0.01,0.03,4251090493,8060,Yes,High School or below,Female,Yes,Single,25,\N,1,6,84,Technology Related Job,302,NM,170,239,No,No,0.07,1833,916,0,2015,1 -22,79884,0.01,0.03,4251090493,8060,Yes,High School or below,Female,Yes,Single,25,\N,1,6,84,Technology Related Job,302,NM,170,239,No,No,0.07,2220,740,0,2015,2 -24,134842,0.05,0.02,4251049927,8061,Yes,High School or below,Male,Yes,Married,116,\N,2,0,54,Technology Related Job,478,MS,269,24,No,No,0.6,3224,644,0,2015,1 -24,134842,0.05,0.02,4251049927,8061,Yes,High School or below,Male,Yes,Married,116,\N,2,0,54,Technology Related Job,478,MS,269,24,No,No,0.6,4685,937,0,2015,2 -26,189799,0,0.02,4251052327,8062,Yes,High School or below,Male,Yes,Married,86,\N,3,2,23,Non-technology Related Job,155,KY,368,59,No,No,0.13,7277,661,1,2015,1 -26,189799,0,0.02,4251052327,8062,Yes,High School or below,Male,Yes,Married,86,\N,3,2,23,Non-technology Related Job,155,KY,368,59,No,No,0.13,1302,434,1,2015,2 -26,189799,0,0.02,4251052327,8062,Yes,High School or below,Male,Yes,Married,86,\N,3,2,23,Non-technology Related Job,155,KY,368,59,No,No,0.13,436,436,1,2015,3 -14,131885,0,0.03,4251080457,8063,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,2,4,14,Others,19,MS,274,189,No,No,0.41,2062,515,1,2015,1 -14,131885,0,0.03,4251080457,8063,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,2,4,14,Others,19,MS,274,189,No,No,0.41,3505,584,1,2015,2 -44,242786,0.06,0.03,4251060704,8064,Yes,Bachelor or equivalent,Male,No,Single,65,\N,3,1,33,Technology Related Job,191,MT,471,204,No,No,0.87,575,287,0,2015,1 -44,242786,0.06,0.03,4251060704,8064,Yes,Bachelor or equivalent,Male,No,Single,65,\N,3,1,33,Technology Related Job,191,MT,471,204,No,No,0.87,2298,574,0,2015,2 -46,47743,0.02,0.03,4251043039,8065,Yes,Master or equivalent,Female,Yes,Single,35,\N,0,4,2,Technology Related Job,367,ME,70,239,No,No,0.4,2955,738,0,2015,1 -46,47743,0.02,0.03,4251043039,8065,Yes,Master or equivalent,Female,Yes,Single,35,\N,0,4,2,Technology Related Job,367,ME,70,239,No,No,0.4,3456,691,0,2015,2 -49,102701,0.05,0.02,4251079516,8066,Yes,Master or equivalent,Female,Yes,Married,6,\N,2,6,71,Technology Related Job,43,HI,170,24,No,No,0.93,5880,840,0,2015,1 -49,102701,0.05,0.02,4251079516,8066,Yes,Master or equivalent,Female,Yes,Married,6,\N,2,6,71,Technology Related Job,43,HI,170,24,No,No,0.93,1709,427,0,2015,2 -51,157658,0.01,0.02,4251043982,8067,Yes,PhD or equivalent,Male,Yes,Single,97,\N,3,0,41,Non-technology Related Job,220,AR,269,59,No,No,0.46,3028,1009,1,2015,1 -51,157658,0.01,0.02,4251043982,8067,Yes,PhD or equivalent,Male,Yes,Single,97,\N,3,0,41,Non-technology Related Job,220,AR,269,59,No,No,0.46,3018,603,1,2015,2 -67,155687,0.03,0,4251084726,8068,Yes,High School or below,Female,Yes,Married,105,\N,1,5,81,Technology Related Job,80,MA,272,169,No,No,0.67,5403,900,0,2015,1 -67,155687,0.03,0,4251084726,8068,Yes,High School or below,Female,Yes,Married,105,\N,1,5,81,Technology Related Job,80,MA,272,169,No,No,0.67,4022,804,0,2015,2 -69,210644,0.07,0.03,4251027527,8069,Yes,High School or below,Male,Yes,Single,75,\N,2,0,51,Technology Related Job,256,IL,372,204,No,Yes,0.2,653,217,0,2015,1 -69,210644,0.07,0.03,4251027527,8069,Yes,High School or below,Male,Yes,Single,75,\N,2,0,51,Technology Related Job,256,IL,372,204,No,Yes,0.2,3829,957,0,2015,2 -71,15602,0.02,0.03,4251014519,8070,Yes,High School or below,Male,No,Married,46,\N,0,2,20,Technology Related Job,432,CO,471,239,Yes,No,0.73,6671,741,0,2015,1 -71,15602,0.02,0.03,4251014519,8070,Yes,High School or below,Male,No,Married,46,\N,0,2,20,Technology Related Job,432,CO,471,239,Yes,No,0.73,4030,806,0,2015,2 -73,70559,0.06,0.02,4251100309,8071,Yes,High School or below,Male,Yes,Single,17,\N,1,4,89,Technology Related Job,109,WI,70,24,No,No,0.26,10385,741,0,2015,1 -73,70559,0.06,0.02,4251100309,8071,Yes,High School or below,Male,Yes,Single,17,\N,1,4,89,Technology Related Job,109,WI,70,24,No,No,0.26,4724,944,0,2015,2 -73,70559,0.06,0.02,4251100309,8071,Yes,High School or below,Male,Yes,Single,17,\N,1,4,89,Technology Related Job,109,WI,70,24,No,No,0.26,954,954,0,2015,3 -21,68588,0,0,4251092199,8072,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,3,1,30,Technology Related Job,469,KS,74,134,No,No,0.48,3559,711,0,2015,1 -21,68588,0,0,4251092199,8072,Yes,Bachelor or equivalent,Male,Yes,Married,25,\N,3,1,30,Technology Related Job,469,KS,74,134,No,No,0.48,2433,811,0,2015,2 -23,123546,0.03,0,4251070186,8073,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,1,4,99,Technology Related Job,145,DE,173,169,No,No,0.01,2670,890,0,2015,1 -23,123546,0.03,0,4251070186,8073,Yes,Bachelor or equivalent,Male,Yes,Single,115,\N,1,4,99,Technology Related Job,145,DE,173,169,No,No,0.01,2555,425,0,2015,2 -25,178503,0.07,0.03,4251086183,8074,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,2,6,68,Technology Related Job,321,AL,272,204,No,No,0.54,1574,787,1,2015,1 -25,178503,0.07,0.03,4251086183,8074,Yes,Bachelor or equivalent,Female,Yes,Married,86,\N,2,6,68,Technology Related Job,321,AL,272,204,No,No,0.54,760,760,1,2015,2 -27,233461,0.03,0.03,4251049336,8075,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,3,0,38,Technology Related Job,497,TX,372,239,No,No,0.07,3173,453,0,2015,1 -27,233461,0.03,0.03,4251049336,8075,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,3,0,38,Technology Related Job,497,TX,372,239,No,No,0.07,5122,731,0,2015,2 -43,231490,0.05,0,4251059283,8076,Yes,Master or equivalent,Female,Yes,Married,65,\N,2,5,78,Technology Related Job,358,GA,375,99,No,No,0.28,7122,791,0,2015,1 -43,231490,0.05,0,4251059283,8076,Yes,Master or equivalent,Female,Yes,Married,65,\N,2,5,78,Technology Related Job,358,GA,375,99,No,No,0.28,1727,431,0,2015,2 -45,36447,0,0,4251075182,8077,Yes,High School or below,Female,Yes,Single,35,\N,3,0,48,Technology Related Job,34,AZ,474,134,No,No,0.81,31,31,0,2015,1 -45,36447,0,0,4251075182,8077,Yes,High School or below,Female,Yes,Single,35,\N,3,0,48,Technology Related Job,34,AZ,474,134,No,No,0.81,837,418,0,2015,2 -48,91404,0.04,0,4251060750,8078,Yes,High School or below,Male,Yes,Married,6,\N,0,2,17,Technology Related Job,210,VA,74,169,No,No,0.34,747,373,0,2015,1 -48,91404,0.04,0,4251060750,8078,Yes,High School or below,Male,Yes,Married,6,\N,0,2,17,Technology Related Job,210,VA,74,169,No,No,0.34,3426,685,0,2015,2 -48,91404,0.04,0,4251060750,8078,Yes,High School or below,Male,Yes,Married,6,\N,0,2,17,Technology Related Job,210,VA,74,169,No,No,0.34,1055,1055,0,2015,3 -50,146362,0,0.03,4251026842,8079,Yes,High School or below,Male,Yes,Single,97,\N,1,4,86,Technology Related Job,386,PA,173,204,No,No,0.87,5610,801,0,2015,1 -50,146362,0,0.03,4251026842,8079,Yes,High School or below,Male,Yes,Single,97,\N,1,4,86,Technology Related Job,386,PA,173,204,No,No,0.87,1061,353,0,2015,2 -66,144391,0.02,0.01,4251074668,8080,Yes,High School or below,Male,Yes,Married,104,\N,0,1,27,Others,246,CA,176,64,No,Yes,0.08,2199,1099,0,2015,1 -66,144391,0.02,0.01,4251074668,8080,Yes,High School or below,Male,Yes,Married,104,\N,0,1,27,Others,246,CA,176,64,No,Yes,0.08,2069,517,0,2015,2 -68,199348,0.05,0,4251033317,8081,Yes,High School or below,Male,No,Single,75,\N,1,4,96,Technology Related Job,423,WV,276,99,No,No,0.61,3305,826,0,2015,1 -68,199348,0.05,0,4251033317,8081,Yes,High School or below,Male,No,Single,75,\N,1,4,96,Technology Related Job,423,WV,276,99,No,No,0.61,1776,444,0,2015,2 -70,4306,0.01,0,4251040468,8082,Yes,High School or below,Female,Yes,Married,46,\N,2,6,65,Technology Related Job,99,SC,375,134,No,No,0.14,4289,1072,0,2015,1 -70,4306,0.01,0,4251040468,8082,Yes,High School or below,Female,Yes,Married,46,\N,2,6,65,Technology Related Job,99,SC,375,134,No,No,0.14,3097,774,0,2015,2 -72,59263,0.04,0,4251021220,8083,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,0,0,35,Technology Related Job,275,NC,474,169,No,No,0.67,3741,748,0,2015,1 -72,59263,0.04,0,4251021220,8083,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,0,0,35,Technology Related Job,275,NC,474,169,No,No,0.67,7037,879,0,2015,2 -72,59263,0.04,0,4251021220,8083,Yes,Bachelor or equivalent,Female,Yes,Single,17,\N,0,0,35,Technology Related Job,275,NC,474,169,No,No,0.67,73,73,0,2015,3 -74,114221,0,0.03,4251018335,8084,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,1,2,4,Technology Related Job,451,MT,74,204,No,No,0.21,4420,884,0,2015,1 -74,114221,0,0.03,4251018335,8084,Yes,Bachelor or equivalent,Female,Yes,Married,108,\N,1,2,4,Technology Related Job,451,MT,74,204,No,No,0.21,4788,957,0,2015,2 -22,112250,0.02,0.01,4251063980,8085,Yes,Master or equivalent,Female,Yes,Single,115,\N,3,7,45,Others,312,TN,77,64,No,No,0.42,3997,499,0,2015,1 -22,112250,0.02,0.01,4251063980,8085,Yes,Master or equivalent,Female,Yes,Single,115,\N,3,7,45,Others,312,TN,77,64,No,No,0.42,1653,551,0,2015,2 -24,167207,0.06,0,4251087348,8086,Yes,Master or equivalent,Female,Yes,Married,86,\N,1,2,14,Technology Related Job,488,OH,176,99,No,No,0.95,6911,767,0,2015,1 -24,167207,0.06,0,4251087348,8086,Yes,Master or equivalent,Female,Yes,Married,86,\N,1,2,14,Technology Related Job,488,OH,176,99,No,No,0.95,6318,631,0,2015,2 -27,222164,0.01,0,4251059170,8087,Yes,PhD or equivalent,Male,No,Single,57,\N,2,4,83,Technology Related Job,164,NV,276,134,No,No,0.48,2646,661,0,2015,1 -27,222164,0.01,0,4251059170,8087,Yes,PhD or equivalent,Male,No,Single,57,\N,2,4,83,Technology Related Job,164,NV,276,134,No,No,0.48,3607,721,0,2015,2 -29,27122,0.05,0.03,4251074756,8088,Yes,High School or below,Male,Yes,Married,28,\N,3,6,53,Technology Related Job,340,MD,375,169,No,No,0.01,5669,809,0,2015,1 -29,27122,0.05,0.03,4251074756,8088,Yes,High School or below,Male,Yes,Married,28,\N,3,6,53,Technology Related Job,340,MD,375,169,No,No,0.01,6842,760,0,2015,2 -59,138022,0.03,0,4251081786,8089,Yes,High School or below,Female,Yes,Married,86,\N,0,4,71,Non-technology Related Job,13,MI,72,184,No,No,0.46,3274,654,0,2015,1 -59,138022,0.03,0,4251081786,8089,Yes,High School or below,Female,Yes,Married,86,\N,0,4,71,Non-technology Related Job,13,MI,72,184,No,No,0.46,3485,871,0,2015,2 -47,80108,0.03,0.01,4251071199,8090,Yes,High School or below,Male,Yes,Married,6,\N,3,6,62,Technology Related Job,377,NJ,478,64,No,No,0.75,2053,410,0,2015,1 -47,80108,0.03,0.01,4251071199,8090,Yes,High School or below,Male,Yes,Married,6,\N,3,6,62,Technology Related Job,377,NJ,478,64,No,No,0.75,4249,708,0,2015,2 -49,135066,0.06,0,4251049935,8091,Yes,High School or below,Female,Yes,Single,97,\N,0,0,32,Technology Related Job,53,MI,77,99,No,Yes,0.28,3607,901,0,2015,1 -49,135066,0.06,0,4251049935,8091,Yes,High School or below,Female,Yes,Single,97,\N,0,0,32,Technology Related Job,53,MI,77,99,No,Yes,0.28,7246,724,0,2015,2 -51,190023,0.02,0,4251039017,8092,Yes,High School or below,Female,Yes,Married,68,\N,1,2,1,Technology Related Job,229,IA,176,134,No,No,0.81,3375,675,0,2015,1 -51,190023,0.02,0,4251039017,8092,Yes,High School or below,Female,Yes,Married,68,\N,1,2,1,Technology Related Job,229,IA,176,134,No,No,0.81,3429,685,0,2015,2 -13,50924,0,0,4251091451,8093,Yes,High School or below,Male,No,Married,6,\N,2,0,20,Non-technology Related Job,402,KY,373,149,No,No,0.27,7741,645,0,2015,1 -13,50924,0,0,4251091451,8093,Yes,High School or below,Male,No,Married,6,\N,2,0,20,Non-technology Related Job,402,KY,373,149,No,No,0.27,3966,793,0,2015,2 -16,105881,0.04,0,4251098707,8094,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,0,2,89,Non-technology Related Job,78,FL,472,184,No,No,0.8,2676,892,0,2015,1 -16,105881,0.04,0,4251098707,8094,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,0,2,89,Non-technology Related Job,78,FL,472,184,No,No,0.8,4545,909,0,2015,2 -71,47967,0.03,0.01,4251026378,8095,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,2,4,80,Technology Related Job,442,KY,378,64,No,No,0.08,3243,540,0,2015,1 -71,47967,0.03,0.01,4251026378,8095,Yes,Bachelor or equivalent,Male,Yes,Single,17,\N,2,4,80,Technology Related Job,442,KY,378,64,No,No,0.08,1070,1070,0,2015,2 -73,102924,0.07,0,4251035381,8096,Yes,Master or equivalent,Male,Yes,Single,108,\N,3,6,50,Technology Related Job,118,GA,477,99,No,No,0.62,3812,762,0,2015,1 -73,102924,0.07,0,4251035381,8096,Yes,Master or equivalent,Male,Yes,Single,108,\N,3,6,50,Technology Related Job,118,GA,477,99,No,No,0.62,5185,864,0,2015,2 -36,213825,0.05,0.01,4251064025,8097,Yes,Master or equivalent,Female,Yes,Married,46,\N,1,4,68,Non-technology Related Job,290,ID,174,114,No,No,0.07,2603,520,1,2015,1 -36,213825,0.05,0.01,4251064025,8097,Yes,Master or equivalent,Female,Yes,Married,46,\N,1,4,68,Non-technology Related Job,290,ID,174,114,No,No,0.07,1846,615,1,2015,2 -38,18782,0.01,0,4251049007,8098,Yes,PhD or equivalent,Male,Yes,Married,16,\N,2,6,38,Non-technology Related Job,467,AR,274,149,No,No,0.6,6839,854,0,2015,1 -38,18782,0.01,0,4251049007,8098,Yes,PhD or equivalent,Male,Yes,Married,16,\N,2,6,38,Non-technology Related Job,467,AR,274,149,No,No,0.6,4614,769,0,2015,2 -40,73740,0.04,0,4251098850,8099,Yes,High School or below,Male,No,Single,107,\N,3,0,7,Non-technology Related Job,143,WA,373,184,No,No,0.13,3229,538,0,2015,1 -40,73740,0.04,0,4251098850,8099,Yes,High School or below,Male,No,Single,107,\N,3,0,7,Non-technology Related Job,143,WA,373,184,No,No,0.13,541,541,0,2015,2 -28,15826,0.04,0.01,4251066102,8100,Yes,High School or below,Female,No,Single,28,\N,2,2,98,Technology Related Job,7,AR,279,64,No,No,0.42,6696,669,0,2015,1 -28,15826,0.04,0.01,4251066102,8100,Yes,High School or below,Female,No,Single,28,\N,2,2,98,Technology Related Job,7,AR,279,64,No,No,0.42,10831,984,0,2015,2 -30,70783,0.07,0,4251011896,8101,Yes,High School or below,Female,Yes,Married,118,\N,3,4,68,Technology Related Job,183,WA,378,99,Yes,No,0.95,3147,1049,0,2015,1 -30,70783,0.07,0,4251011896,8101,Yes,High School or below,Female,Yes,Married,118,\N,3,4,68,Technology Related Job,183,WA,378,99,Yes,No,0.95,2907,969,0,2015,2 -60,181684,0.06,0.01,4251054691,8102,Yes,High School or below,Male,Yes,Married,56,\N,0,2,86,Non-technology Related Job,356,WI,75,114,No,No,0.41,8368,697,0,2015,1 -60,181684,0.06,0.01,4251054691,8102,Yes,High School or below,Male,Yes,Married,56,\N,0,2,86,Non-technology Related Job,356,WI,75,114,No,No,0.41,3732,933,0,2015,2 -60,181684,0.06,0.01,4251054691,8102,Yes,High School or below,Male,Yes,Married,56,\N,0,2,86,Non-technology Related Job,356,WI,75,114,No,No,0.41,1330,1330,0,2015,3 -62,236641,0.01,0,4251069895,8103,Yes,High School or below,Female,Yes,Single,27,\N,1,4,55,Non-technology Related Job,32,SD,174,149,No,No,0.94,2038,339,0,2015,1 -62,236641,0.01,0,4251069895,8103,Yes,High School or below,Female,Yes,Single,27,\N,1,4,55,Non-technology Related Job,32,SD,174,149,No,No,0.94,672,336,0,2015,2 -65,41598,0.05,0,4251032124,8104,Yes,Bachelor or equivalent,Female,Yes,Married,118,\N,3,6,25,Non-technology Related Job,208,ND,274,184,No,No,0.47,1452,363,0,2015,1 -65,41598,0.05,0,4251032124,8104,Yes,Bachelor or equivalent,Female,Yes,Married,118,\N,3,6,25,Non-technology Related Job,208,ND,274,184,No,No,0.47,1907,953,0,2015,2 -52,233684,0.04,0.01,4251054976,8105,Yes,Bachelor or equivalent,Male,Yes,Married,38,\N,1,0,16,Technology Related Job,72,TN,179,64,No,No,0.75,4278,611,0,2015,1 -52,233684,0.04,0.01,4251054976,8105,Yes,Bachelor or equivalent,Male,Yes,Married,38,\N,1,0,16,Technology Related Job,72,TN,179,64,No,No,0.75,1825,608,0,2015,2 -15,94585,0.02,0.01,4251048270,8106,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,2,6,35,Technology Related Job,244,UT,376,79,No,No,0.21,3508,701,1,2015,1 -15,94585,0.02,0.01,4251048270,8106,Yes,Bachelor or equivalent,Female,Yes,Married,96,\N,2,6,35,Technology Related Job,244,UT,376,79,No,No,0.21,3472,578,1,2015,2 -17,149542,0.06,0.01,4251056158,8107,Yes,Master or equivalent,Male,Yes,Single,67,\N,0,0,4,Non-technology Related Job,421,OK,476,114,No,Yes,0.74,3573,595,0,2015,1 -17,149542,0.06,0.01,4251056158,8107,Yes,Master or equivalent,Male,Yes,Single,67,\N,0,0,4,Non-technology Related Job,421,OK,476,114,No,Yes,0.74,2612,653,0,2015,2 -17,149542,0.06,0.01,4251056158,8107,Yes,Master or equivalent,Male,Yes,Single,67,\N,0,0,4,Non-technology Related Job,421,OK,476,114,No,Yes,0.74,1127,1127,0,2015,3 -19,204500,0.02,0,4251052236,8108,No,Master or equivalent,Male,Yes,Married,38,\N,1,2,73,Non-technology Related Job,97,NH,75,149,No,No,0.27,4364,484,0,2015,1 -19,204500,0.02,0,4251052236,8108,No,Master or equivalent,Male,Yes,Married,38,\N,1,2,73,Non-technology Related Job,97,NH,75,149,No,No,0.27,3256,814,0,2015,2 -21,9457,0.05,0,4251068858,8109,Yes,PhD or equivalent,Female,Yes,Single,9,\N,2,4,43,Non-technology Related Job,273,MA,174,184,No,No,0.8,1360,680,1,2015,1 -21,9457,0.05,0,4251068858,8109,Yes,PhD or equivalent,Female,Yes,Single,9,\N,2,4,43,Non-technology Related Job,273,MA,174,184,No,No,0.8,4690,670,1,2015,2 -37,7486,0.07,0.01,4251081535,8110,Yes,High School or below,Male,No,Married,16,\N,1,2,83,Technology Related Job,133,PA,178,44,No,No,0.01,2009,502,0,2015,1 -37,7486,0.07,0.01,4251081535,8110,Yes,High School or below,Male,No,Married,16,\N,1,2,83,Technology Related Job,133,PA,178,44,No,No,0.01,5372,1074,0,2015,2 -39,62444,0.03,0.01,4251040555,8111,Yes,High School or below,Female,Yes,Single,107,\N,2,4,52,Technology Related Job,310,NM,277,79,No,No,0.54,6406,915,0,2015,1 -39,62444,0.03,0.01,4251040555,8111,Yes,High School or below,Female,Yes,Single,107,\N,2,4,52,Technology Related Job,310,NM,277,79,No,No,0.54,3323,664,0,2015,2 -41,117401,0.07,0.01,4251038962,8112,Yes,High School or below,Female,Yes,Married,78,\N,3,6,22,Non-technology Related Job,486,MS,376,114,No,No,0.07,2688,672,0,2015,1 -41,117401,0.07,0.01,4251038962,8112,Yes,High School or below,Female,Yes,Married,78,\N,3,6,22,Non-technology Related Job,486,MS,376,114,No,No,0.07,5710,713,0,2015,2 -44,172359,0.02,0,4251023096,8113,Yes,High School or below,Female,Yes,Single,49,\N,0,0,91,Non-technology Related Job,162,KS,476,149,No,No,0.6,3719,743,0,2015,1 -44,172359,0.02,0,4251023096,8113,Yes,High School or below,Female,Yes,Single,49,\N,0,0,91,Non-technology Related Job,162,KS,476,149,No,No,0.6,399,199,0,2015,2 -59,170387,0.04,0.02,4251035543,8114,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,3,6,32,Technology Related Job,22,NC,479,9,No,No,0.82,3680,736,0,2015,1 -59,170387,0.04,0.02,4251035543,8114,Yes,Bachelor or equivalent,Female,Yes,Married,56,\N,3,6,32,Technology Related Job,22,NC,479,9,No,No,0.82,2797,559,0,2015,2 -62,225345,0,0.01,4251093899,8115,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,0,0,1,Technology Related Job,198,MT,78,44,No,No,0.35,6028,1205,0,2015,1 -62,225345,0,0.01,4251093899,8115,Yes,Bachelor or equivalent,Female,Yes,Single,27,\N,0,0,1,Technology Related Job,198,MT,78,44,No,No,0.35,3476,695,0,2015,2 -64,30302,0.03,0.01,4251046388,8116,Yes,Bachelor or equivalent,Male,No,Married,118,\N,1,2,70,Non-technology Related Job,375,LA,178,79,No,No,0.88,836,418,0,2015,1 -64,30302,0.03,0.01,4251046388,8116,Yes,Bachelor or equivalent,Male,No,Married,118,\N,1,2,70,Non-technology Related Job,375,LA,178,79,No,No,0.88,6878,859,0,2015,2 -66,85260,0.07,0.01,4251061567,8117,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,2,4,40,Non-technology Related Job,51,HI,277,114,No,No,0.41,2388,796,0,2015,1 -66,85260,0.07,0.01,4251061567,8117,Yes,Bachelor or equivalent,Male,Yes,Single,89,\N,2,4,40,Non-technology Related Job,51,HI,277,114,No,No,0.41,2363,787,0,2015,2 -14,83289,0.01,0.02,4251032997,8118,Yes,PhD or equivalent,Male,Yes,Married,96,\N,1,2,80,Technology Related Job,411,NV,280,224,No,Yes,0.62,664,664,0,2015,1 -14,83289,0.01,0.02,4251032997,8118,Yes,PhD or equivalent,Male,Yes,Married,96,\N,1,2,80,Technology Related Job,411,NV,280,224,No,Yes,0.62,2738,684,0,2015,2 -14,83289,0.01,0.02,4251032997,8118,Yes,PhD or equivalent,Male,Yes,Married,96,\N,1,2,80,Technology Related Job,411,NV,280,224,No,Yes,0.62,544,544,0,2015,3 -16,138246,0.05,0.02,4251046481,8119,Yes,High School or below,Male,Yes,Single,67,\N,2,4,49,Technology Related Job,87,MD,380,9,Yes,No,0.15,5509,787,1,2015,1 -16,138246,0.05,0.02,4251046481,8119,Yes,High School or below,Male,Yes,Single,67,\N,2,4,49,Technology Related Job,87,MD,380,9,Yes,No,0.15,3338,834,1,2015,2 -18,193204,0,0.01,4251073088,8120,Yes,High School or below,Female,Yes,Married,38,\N,3,6,19,Technology Related Job,263,IL,479,44,No,No,0.68,11058,850,0,2015,1 -18,193204,0,0.01,4251073088,8120,Yes,High School or below,Female,Yes,Married,38,\N,3,6,19,Technology Related Job,263,IL,479,44,No,No,0.68,148,148,0,2015,2 -18,193204,0,0.01,4251073088,8120,Yes,High School or below,Female,Yes,Married,38,\N,3,6,19,Technology Related Job,263,IL,479,44,No,No,0.68,854,854,0,2015,3 -20,248161,0.04,0.01,4251012897,8121,Yes,High School or below,Female,Yes,Single,9,\N,1,0,88,Non-technology Related Job,440,CO,78,79,No,No,0.21,3013,753,1,2015,1 -20,248161,0.04,0.01,4251012897,8121,Yes,High School or below,Female,Yes,Single,9,\N,1,0,88,Non-technology Related Job,440,CO,78,79,No,No,0.21,4152,830,1,2015,2 -20,248161,0.04,0.01,4251012897,8121,Yes,High School or below,Female,Yes,Single,9,\N,1,0,88,Non-technology Related Job,440,CO,78,79,No,No,0.21,583,583,1,2015,3 -36,246190,0.06,0.03,4251073245,8122,Yes,High School or below,Female,Yes,Married,16,\N,3,6,29,Technology Related Job,300,MI,82,189,No,No,0.42,2446,815,0,2015,1 -36,246190,0.06,0.03,4251073245,8122,Yes,High School or below,Female,Yes,Married,16,\N,3,6,29,Technology Related Job,300,MI,82,189,No,No,0.42,6667,833,0,2015,2 -38,51148,0.02,0.02,4251051220,8123,Yes,High School or below,Female,No,Single,107,\N,0,0,98,Technology Related Job,476,IA,181,224,No,No,0.95,2858,714,0,2015,1 -38,51148,0.02,0.02,4251051220,8123,Yes,High School or below,Female,No,Single,107,\N,0,0,98,Technology Related Job,476,IA,181,224,No,No,0.95,7907,878,0,2015,2 -40,106105,0.05,0.02,4251043564,8124,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,2,2,67,Technology Related Job,152,DE,280,8,No,No,0.48,3697,616,0,2015,1 -40,106105,0.05,0.02,4251043564,8124,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,2,2,67,Technology Related Job,152,DE,280,8,No,No,0.48,4789,684,0,2015,2 -43,161062,0.01,0.01,4251022616,8125,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,3,4,37,Technology Related Job,329,WY,379,43,No,No,0.01,2846,474,0,2015,1 -43,161062,0.01,0.01,4251022616,8125,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,3,4,37,Technology Related Job,329,WY,379,43,No,No,0.01,1873,468,0,2015,2 -45,216020,0.04,0.01,4251042434,8126,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,0,6,6,Non-technology Related Job,5,TX,479,78,No,No,0.55,1304,652,0,2015,1 -45,216020,0.04,0.01,4251042434,8126,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,0,6,6,Non-technology Related Job,5,TX,479,78,No,No,0.55,4250,708,0,2015,2 -61,214049,0.06,0.02,4251087413,8127,Yes,Master or equivalent,Male,Yes,Single,27,\N,3,4,46,Technology Related Job,365,GA,482,188,No,No,0.76,3961,660,0,2015,2 -63,19006,0.02,0.02,4251010843,8128,Yes,Master or equivalent,Male,Yes,Married,118,\N,0,6,16,Technology Related Job,41,AK,81,223,No,No,0.29,3124,781,0,2015,1 -63,19006,0.02,0.02,4251010843,8128,Yes,Master or equivalent,Male,Yes,Married,118,\N,0,6,16,Technology Related Job,41,AK,81,223,No,No,0.29,4472,894,0,2015,2 -63,19006,0.02,0.02,4251010843,8128,Yes,Master or equivalent,Male,Yes,Married,118,\N,0,6,16,Technology Related Job,41,AK,81,223,No,No,0.29,1202,1202,0,2015,3 -65,73964,0.06,0.02,4251092413,8129,Yes,PhD or equivalent,Female,No,Married,88,\N,1,0,85,Technology Related Job,217,VT,181,8,No,Yes,0.82,1859,464,0,2015,1 -65,73964,0.06,0.02,4251092413,8129,Yes,PhD or equivalent,Female,No,Married,88,\N,1,0,85,Technology Related Job,217,VT,181,8,No,Yes,0.82,2727,545,0,2015,2 -67,128921,0.01,0.01,4251064359,8130,Yes,High School or below,Female,Yes,Single,59,\N,2,2,54,Technology Related Job,394,PA,280,43,No,No,0.35,4421,884,0,2015,1 -67,128921,0.01,0.01,4251064359,8130,Yes,High School or below,Female,Yes,Single,59,\N,2,2,54,Technology Related Job,394,PA,280,43,No,No,0.35,2372,790,0,2015,2 -30,239822,0,0.02,4251077405,8131,Yes,High School or below,Male,Yes,Single,117,\N,0,0,73,Non-technology Related Job,66,SC,477,58,No,No,0.81,642,214,1,2015,1 -30,239822,0,0.02,4251077405,8131,Yes,High School or below,Male,Yes,Single,117,\N,0,0,73,Non-technology Related Job,66,SC,477,58,No,No,0.81,1089,544,1,2015,2 -30,239822,0,0.02,4251077405,8131,Yes,High School or below,Male,Yes,Single,117,\N,0,0,73,Non-technology Related Job,66,SC,477,58,No,No,0.81,2073,1036,1,2015,3 -17,181908,0.07,0.02,4251079589,8132,Yes,High School or below,Female,Yes,Single,38,\N,2,2,64,Technology Related Job,430,WA,383,188,No,No,0.09,4916,983,1,2015,1 -17,181908,0.07,0.02,4251079589,8132,Yes,High School or below,Female,Yes,Single,38,\N,2,2,64,Technology Related Job,430,WA,383,188,No,No,0.09,3352,558,1,2015,2 -19,236865,0.03,0.02,4251092746,8133,Yes,High School or below,Male,Yes,Married,8,\N,3,4,34,Technology Related Job,106,SC,482,223,No,No,0.62,5799,966,1,2015,1 -19,236865,0.03,0.02,4251092746,8133,Yes,High School or below,Male,Yes,Married,8,\N,3,4,34,Technology Related Job,106,SC,482,223,No,No,0.62,5324,760,1,2015,2 -22,41822,0.06,0.02,4251091259,8134,Yes,High School or below,Male,Yes,Single,99,\N,1,6,3,Technology Related Job,283,NY,81,8,No,No,0.15,1680,840,0,2015,1 -22,41822,0.06,0.02,4251091259,8134,Yes,High School or below,Male,Yes,Single,99,\N,1,6,3,Technology Related Job,283,NY,81,8,No,No,0.15,2138,427,0,2015,2 -52,152723,0.04,0.02,4251050542,8135,Yes,Bachelor or equivalent,Female,No,Single,37,\N,2,4,21,Non-technology Related Job,455,ND,278,23,No,No,0.61,3313,828,0,2015,1 -52,152723,0.04,0.02,4251050542,8135,Yes,Bachelor or equivalent,Female,No,Single,37,\N,2,4,21,Non-technology Related Job,455,ND,278,23,No,No,0.61,2953,738,0,2015,2 -54,207680,0,0.02,4251058502,8136,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,3,6,91,Non-technology Related Job,131,NE,378,58,No,No,0.14,5347,763,0,2015,1 -54,207680,0,0.02,4251058502,8136,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,3,6,91,Non-technology Related Job,131,NE,378,58,No,No,0.14,5334,762,0,2015,2 -54,207680,0,0.02,4251058502,8136,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,3,6,91,Non-technology Related Job,131,NE,378,58,No,No,0.14,131,131,0,2015,3 -42,149766,0,0.02,4251096437,8137,Yes,Master or equivalent,Female,Yes,Married,48,\N,2,0,82,Technology Related Job,495,OH,283,188,No,No,0.42,3619,904,0,2015,1 -42,149766,0,0.02,4251096437,8137,Yes,Master or equivalent,Female,Yes,Married,48,\N,2,0,82,Technology Related Job,495,OH,283,188,No,No,0.42,1479,739,0,2015,2 -44,204724,0.03,0.02,4251081679,8138,Yes,Master or equivalent,Female,Yes,Single,19,\N,3,2,51,Technology Related Job,171,NE,383,223,No,No,0.96,1138,379,0,2015,1 -44,204724,0.03,0.02,4251081679,8138,Yes,Master or equivalent,Female,Yes,Single,19,\N,3,2,51,Technology Related Job,171,NE,383,223,No,No,0.96,1635,408,0,2015,2 -74,65624,0.01,0.02,4251078651,8139,Yes,Master or equivalent,Male,No,Single,77,\N,0,0,70,Non-technology Related Job,344,NH,80,238,No,No,0.41,4320,720,0,2015,1 -74,65624,0.01,0.02,4251078651,8139,Yes,Master or equivalent,Male,No,Single,77,\N,0,0,70,Non-technology Related Job,344,NH,80,238,No,No,0.41,2820,940,0,2015,2 -76,120582,0.05,0.02,4251086060,8140,Yes,High School or below,Male,Yes,Married,48,\N,1,2,39,Non-technology Related Job,20,MI,179,23,No,No,0.94,1125,562,0,2015,1 -76,120582,0.05,0.02,4251086060,8140,Yes,High School or below,Male,Yes,Married,48,\N,1,2,39,Non-technology Related Job,20,MI,179,23,No,No,0.94,4525,646,0,2015,2 -79,175539,0.01,0.02,4251096856,8141,Yes,High School or below,Female,No,Single,19,\N,3,4,9,Non-technology Related Job,196,IN,278,58,No,No,0.47,8221,747,0,2015,1 -79,175539,0.01,0.02,4251096856,8141,Yes,High School or below,Female,No,Single,19,\N,3,4,9,Non-technology Related Job,196,IN,278,58,No,No,0.47,1744,581,0,2015,2 -66,117625,0,0.02,4251048605,8142,Yes,High School or below,Male,Yes,Single,59,\N,1,6,0,Technology Related Job,60,MI,184,188,No,No,0.76,2606,651,0,2015,1 -66,117625,0,0.02,4251048605,8142,Yes,High School or below,Male,Yes,Single,59,\N,1,6,0,Technology Related Job,60,MI,184,188,No,No,0.76,3390,484,0,2015,2 -68,172582,0.04,0.02,4251012353,8143,Yes,High School or below,Male,Yes,Married,30,\N,2,0,69,Technology Related Job,237,IA,283,223,No,No,0.29,3538,884,0,2015,1 -68,172582,0.04,0.02,4251012353,8143,Yes,High School or below,Male,Yes,Married,30,\N,2,0,69,Technology Related Job,237,IA,283,223,No,No,0.29,1221,610,0,2015,2 -31,33483,0.02,0.02,4251100329,8144,Yes,High School or below,Female,Yes,Married,88,\N,3,6,88,Non-technology Related Job,409,KS,480,238,No,No,0.75,5110,851,0,2015,1 -31,33483,0.02,0.02,4251100329,8144,Yes,High School or below,Female,Yes,Married,88,\N,3,6,88,Non-technology Related Job,409,KS,480,238,No,No,0.75,1515,505,0,2015,2 -33,88440,0.05,0.02,4251071248,8145,Yes,High School or below,Male,No,Single,59,\N,1,0,57,Non-technology Related Job,85,FL,80,23,No,Yes,0.28,2539,846,0,2015,1 -33,88440,0.05,0.02,4251071248,8145,Yes,High School or below,Male,No,Single,59,\N,1,0,57,Non-technology Related Job,85,FL,80,23,No,Yes,0.28,2819,1409,0,2015,2 -35,143398,0.01,0.02,4251048779,8146,Yes,Bachelor or equivalent,Male,Yes,Married,29,\N,2,2,27,Non-technology Related Job,261,AK,179,58,No,No,0.81,3966,661,1,2015,1 -35,143398,0.01,0.02,4251048779,8146,Yes,Bachelor or equivalent,Male,Yes,Married,29,\N,2,2,27,Non-technology Related Job,261,AK,179,58,No,No,0.81,985,328,1,2015,2 -23,85484,0.01,0.02,4251027344,8147,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,0,4,18,Technology Related Job,125,FL,85,188,No,No,0.09,1996,499,0,2015,1 -23,85484,0.01,0.02,4251027344,8147,Yes,Bachelor or equivalent,Female,Yes,Married,70,\N,0,4,18,Technology Related Job,125,FL,85,188,No,No,0.09,4483,896,0,2015,2 -53,196384,0.07,0.03,4251083467,8148,Yes,Master or equivalent,Male,Yes,Married,8,\N,2,2,36,Non-technology Related Job,298,HI,282,203,No,No,0.55,4985,830,0,2015,1 -53,196384,0.07,0.03,4251083467,8148,Yes,Master or equivalent,Male,Yes,Married,8,\N,2,2,36,Non-technology Related Job,298,HI,282,203,No,No,0.55,959,479,0,2015,2 -55,1342,0.02,0.02,4251063778,8149,Yes,Master or equivalent,Female,Yes,Single,99,\N,3,4,6,Non-technology Related Job,474,AR,381,238,Yes,No,0.08,5721,817,1,2015,1 -55,1342,0.02,0.02,4251063778,8149,Yes,Master or equivalent,Female,Yes,Single,99,\N,3,4,6,Non-technology Related Job,474,AR,381,238,Yes,No,0.08,1615,807,1,2015,2 -58,56299,0.06,0.02,4251054387,8150,Yes,PhD or equivalent,Female,Yes,Married,69,\N,0,6,75,Non-technology Related Job,150,VA,480,23,No,No,0.61,9318,931,0,2015,1 -58,56299,0.06,0.02,4251054387,8150,Yes,PhD or equivalent,Female,Yes,Married,69,\N,0,6,75,Non-technology Related Job,150,VA,480,23,No,No,0.61,116,116,0,2015,2 -60,111256,0.02,0.02,4251056193,8151,Yes,High School or below,Female,No,Single,40,\N,1,0,44,Non-technology Related Job,327,RI,79,58,No,No,0.14,2396,798,0,2015,1 -60,111256,0.02,0.02,4251056193,8151,Yes,High School or below,Female,No,Single,40,\N,1,0,44,Non-technology Related Job,327,RI,79,58,No,No,0.14,3358,559,0,2015,2 -60,111256,0.02,0.02,4251056193,8151,Yes,High School or below,Female,No,Single,40,\N,1,0,44,Non-technology Related Job,327,RI,79,58,No,No,0.14,1861,930,0,2015,3 -76,109285,0.04,0.03,4251066423,8152,Yes,High School or below,Female,No,Married,48,\N,0,6,85,Non-technology Related Job,187,CO,83,168,No,No,0.35,2905,726,0,2015,1 -76,109285,0.04,0.03,4251066423,8152,Yes,High School or below,Female,No,Married,48,\N,0,6,85,Non-technology Related Job,187,CO,83,168,No,No,0.35,566,283,0,2015,2 -78,164243,0.07,0.03,4251097158,8153,Yes,High School or below,Male,Yes,Single,19,\N,1,0,54,Non-technology Related Job,363,WV,182,203,No,No,0.88,4626,578,1,2015,1 -78,164243,0.07,0.03,4251097158,8153,Yes,High School or below,Male,Yes,Single,19,\N,1,0,54,Non-technology Related Job,363,WV,182,203,No,No,0.88,3308,551,1,2015,2 -12,219200,0.03,0.02,4251060653,8154,Yes,High School or below,Male,Yes,Married,109,\N,2,2,24,Non-technology Related Job,39,SD,281,238,No,No,0.41,3829,957,0,2015,1 -12,219200,0.03,0.02,4251060653,8154,Yes,High School or below,Male,Yes,Married,109,\N,2,2,24,Non-technology Related Job,39,SD,281,238,No,No,0.41,3020,1006,0,2015,2 -14,24158,0.06,0.02,4251083780,8155,Yes,High School or below,Male,Yes,Single,80,\N,0,4,93,Non-technology Related Job,215,ND,381,23,No,No,0.95,6752,844,0,2015,1 -14,24158,0.06,0.02,4251083780,8155,Yes,High School or below,Male,Yes,Single,80,\N,0,4,93,Non-technology Related Job,215,ND,381,23,No,No,0.95,6660,951,0,2015,2 -16,79115,0.02,0.02,4251033606,8156,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,1,7,62,Non-technology Related Job,392,MT,480,58,No,Yes,0.48,2961,493,0,2015,1 -16,79115,0.02,0.02,4251033606,8156,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,1,7,62,Non-technology Related Job,392,MT,480,58,No,Yes,0.48,3542,885,0,2015,2 -32,77144,0.04,0.03,4251069618,8157,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,3,4,3,Non-technology Related Job,252,TX,483,168,No,No,0.69,5364,1072,0,2015,1 -32,77144,0.04,0.03,4251069618,8157,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,3,4,3,Non-technology Related Job,252,TX,483,168,No,No,0.69,3095,515,0,2015,2 -34,132102,0,0.03,4251015416,8158,Yes,Bachelor or equivalent,Female,No,Married,29,\N,1,6,72,Non-technology Related Job,428,OK,83,203,No,No,0.22,3353,670,0,2015,1 -34,132102,0,0.03,4251015416,8158,Yes,Bachelor or equivalent,Female,No,Married,29,\N,1,6,72,Non-technology Related Job,428,OK,83,203,No,No,0.22,3072,614,0,2015,2 -36,187059,0.03,0.02,4251074773,8159,Yes,Master or equivalent,Female,Yes,Married,0,\N,2,0,41,Non-technology Related Job,104,NV,182,238,No,No,0.75,704,352,0,2015,1 -36,187059,0.03,0.02,4251074773,8159,Yes,Master or equivalent,Female,Yes,Married,0,\N,2,0,41,Non-technology Related Job,104,NV,182,238,No,No,0.75,2967,741,0,2015,2 -39,242016,0.07,0.02,4251087331,8160,Yes,Master or equivalent,Male,Yes,Single,91,\N,3,3,11,Non-technology Related Job,281,MA,281,23,No,No,0.28,3554,888,0,2015,1 -39,242016,0.07,0.02,4251087331,8160,Yes,Master or equivalent,Male,Yes,Single,91,\N,3,3,11,Non-technology Related Job,281,MA,281,23,No,No,0.28,2201,733,0,2015,2 -39,242016,0.07,0.02,4251087331,8160,Yes,Master or equivalent,Male,Yes,Single,91,\N,3,3,11,Non-technology Related Job,281,MA,281,23,No,No,0.28,685,685,0,2015,3 -54,240045,0.01,0.03,4251049300,8161,Yes,High School or below,Female,Yes,Single,98,\N,2,0,51,Non-technology Related Job,141,PA,285,133,No,No,0.49,5903,983,0,2015,1 -54,240045,0.01,0.03,4251049300,8161,Yes,High School or below,Female,Yes,Single,98,\N,2,0,51,Non-technology Related Job,141,PA,285,133,No,No,0.49,2345,781,0,2015,2 -54,240045,0.01,0.03,4251049300,8161,Yes,High School or below,Female,Yes,Single,98,\N,2,0,51,Non-technology Related Job,141,PA,285,133,No,No,0.49,1374,1374,0,2015,3 -57,45003,0.05,0.03,4251071387,8162,Yes,High School or below,Male,Yes,Single,69,\N,3,2,21,Non-technology Related Job,317,NJ,384,168,No,No,0.02,4200,840,0,2015,1 -57,45003,0.05,0.03,4251071387,8162,Yes,High School or below,Male,Yes,Single,69,\N,3,2,21,Non-technology Related Job,317,NJ,384,168,No,No,0.02,1458,729,0,2015,2 -59,99960,0,0.03,4251069026,8163,Yes,High School or below,Male,Yes,Married,40,\N,0,4,90,Non-technology Related Job,493,MN,483,203,No,No,0.55,5985,748,0,2015,1 -59,99960,0,0.03,4251069026,8163,Yes,High School or below,Male,Yes,Married,40,\N,0,4,90,Non-technology Related Job,493,MN,483,203,No,No,0.55,1363,454,0,2015,2 -61,154918,0.04,0.02,4251039299,8164,Yes,High School or below,Female,No,Single,11,\N,1,6,59,Non-technology Related Job,169,KS,83,238,No,No,0.08,13,13,1,2015,1 -61,154918,0.04,0.02,4251039299,8164,Yes,High School or below,Female,No,Single,11,\N,1,6,59,Non-technology Related Job,169,KS,83,238,No,No,0.08,4029,805,1,2015,2 -61,154918,0.04,0.02,4251039299,8164,Yes,High School or below,Female,No,Single,11,\N,1,6,59,Non-technology Related Job,169,KS,83,238,No,No,0.08,910,910,1,2015,3 -63,209875,0,0.02,4251094394,8165,Yes,High School or below,Female,Yes,Married,102,\N,3,1,29,Non-technology Related Job,346,DE,182,23,No,No,0.61,7080,786,0,2015,1 -63,209875,0,0.02,4251094394,8165,Yes,High School or below,Female,Yes,Married,102,\N,3,1,29,Non-technology Related Job,346,DE,182,23,No,No,0.61,1877,625,0,2015,2 -79,207904,0.02,0.03,4251046731,8166,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,1,6,69,Non-technology Related Job,206,MO,185,133,No,No,0.82,4685,780,0,2015,1 -79,207904,0.02,0.03,4251046731,8166,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,1,6,69,Non-technology Related Job,206,MO,185,133,No,No,0.82,3461,576,0,2015,2 -13,12862,0.05,0.03,4251058047,8167,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,2,0,38,Non-technology Related Job,382,LA,285,168,No,Yes,0.36,5361,893,0,2015,1 -13,12862,0.05,0.03,4251058047,8167,Yes,Bachelor or equivalent,Female,Yes,Married,80,\N,2,0,38,Non-technology Related Job,382,LA,285,168,No,Yes,0.36,3003,600,0,2015,2 -15,67819,0.01,0.03,4251024214,8168,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,3,2,8,Non-technology Related Job,58,GA,384,203,No,No,0.89,4689,781,0,2015,1 -15,67819,0.01,0.03,4251024214,8168,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,3,2,8,Non-technology Related Job,58,GA,384,203,No,No,0.89,2433,405,0,2015,2 -17,122777,0.04,0.02,4251066269,8169,Yes,Bachelor or equivalent,Male,Yes,Married,22,\N,1,5,77,Non-technology Related Job,235,AZ,483,238,No,No,0.42,3786,757,0,2015,1 -17,122777,0.04,0.02,4251066269,8169,Yes,Bachelor or equivalent,Male,Yes,Married,22,\N,1,5,77,Non-technology Related Job,235,AZ,483,238,No,No,0.42,2035,678,0,2015,2 -33,120805,0.06,0,4251060126,8170,Yes,PhD or equivalent,Female,Yes,Single,29,\N,3,2,18,Technology Related Job,95,MD,487,98,No,No,0.63,4756,951,0,2015,1 -33,120805,0.06,0,4251060126,8170,Yes,PhD or equivalent,Female,Yes,Single,29,\N,3,2,18,Technology Related Job,95,MD,487,98,No,No,0.63,6274,1045,0,2015,2 -33,120805,0.06,0,4251060126,8170,Yes,PhD or equivalent,Female,Yes,Single,29,\N,3,2,18,Technology Related Job,95,MD,487,98,No,No,0.63,654,654,0,2015,3 -36,175763,0.02,0.03,4251054723,8171,Yes,High School or below,Male,Yes,Married,0,\N,0,4,87,Non-technology Related Job,271,IL,86,133,No,No,0.16,4655,581,0,2015,1 -36,175763,0.02,0.03,4251054723,8171,Yes,High School or below,Male,Yes,Married,0,\N,0,4,87,Non-technology Related Job,271,IL,86,133,No,No,0.16,2525,841,0,2015,2 -38,230720,0.06,0.03,4251016972,8172,Yes,High School or below,Male,Yes,Single,91,\N,2,6,56,Non-technology Related Job,447,CA,185,168,No,No,0.69,5662,629,0,2015,1 -38,230720,0.06,0.03,4251016972,8172,Yes,High School or below,Male,Yes,Single,91,\N,2,6,56,Non-technology Related Job,447,CA,185,168,No,No,0.69,3999,499,0,2015,2 -40,35678,0.01,0.03,4251036923,8173,Yes,High School or below,Female,Yes,Married,62,\N,3,1,26,Non-technology Related Job,123,WV,285,203,No,No,0.22,597,298,0,2015,1 -40,35678,0.01,0.03,4251036923,8173,Yes,High School or below,Female,Yes,Married,62,\N,3,1,26,Non-technology Related Job,123,WV,285,203,No,No,0.22,3369,561,0,2015,2 -56,33707,0.03,0,4251094018,8174,Yes,High School or below,Male,Yes,Single,69,\N,1,6,66,Technology Related Job,484,IA,288,63,No,No,0.43,1975,987,0,2015,1 -56,33707,0.03,0,4251094018,8174,Yes,High School or below,Male,Yes,Single,69,\N,1,6,66,Technology Related Job,484,IA,288,63,No,No,0.43,900,450,0,2015,2 -58,88664,0.07,0,4251042947,8175,Yes,High School or below,Female,No,Married,40,\N,3,0,35,Non-technology Related Job,160,CT,387,98,No,No,0.96,3187,1062,0,2015,1 -58,88664,0.07,0,4251042947,8175,Yes,High School or below,Female,No,Married,40,\N,3,0,35,Non-technology Related Job,160,CT,387,98,No,No,0.96,2244,561,0,2015,2 -60,143622,0.03,0.03,4251090052,8176,Yes,Bachelor or equivalent,Female,Yes,Single,11,\N,0,2,5,Non-technology Related Job,336,WY,487,133,No,No,0.49,1875,625,0,2015,1 -60,143622,0.03,0.03,4251090052,8176,Yes,Bachelor or equivalent,Female,Yes,Single,11,\N,0,2,5,Non-technology Related Job,336,WY,487,133,No,No,0.49,6075,867,0,2015,2 -62,198579,0.06,0.03,4251087816,8177,Yes,Bachelor or equivalent,Male,Yes,Married,102,\N,1,5,74,Non-technology Related Job,12,TX,86,168,No,No,0.02,3126,625,0,2015,1 -62,198579,0.06,0.03,4251087816,8177,Yes,Bachelor or equivalent,Male,Yes,Married,102,\N,1,5,74,Non-technology Related Job,12,TX,86,168,No,No,0.02,1842,460,0,2015,2 -64,3537,0.02,0.03,4251064112,8178,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,2,7,44,Non-technology Related Job,189,OH,185,203,No,Yes,0.55,2349,1174,0,2015,1 -64,3537,0.02,0.03,4251064112,8178,Yes,Bachelor or equivalent,Male,Yes,Single,72,\N,2,7,44,Non-technology Related Job,189,OH,185,203,No,Yes,0.55,3776,629,0,2015,2 -12,1566,0.04,0,4251062526,8179,Yes,Master or equivalent,Male,Yes,Married,80,\N,1,4,84,Technology Related Job,49,AK,189,63,No,No,0.77,1247,415,0,2015,1 -12,1566,0.04,0,4251062526,8179,Yes,Master or equivalent,Male,Yes,Married,80,\N,1,4,84,Technology Related Job,49,AK,189,63,No,No,0.77,2740,685,0,2015,2 -14,56523,0.07,0,4251097487,8180,Yes,Master or equivalent,Male,Yes,Single,51,\N,2,6,53,Non-technology Related Job,225,VT,288,98,Yes,No,0.3,6680,954,1,2015,1 -14,56523,0.07,0,4251097487,8180,Yes,Master or equivalent,Male,Yes,Single,51,\N,2,6,53,Non-technology Related Job,225,VT,288,98,Yes,No,0.3,3308,661,1,2015,2 -17,111480,0.03,0.03,4251093408,8181,Yes,PhD or equivalent,Male,No,Married,22,\N,3,1,23,Non-technology Related Job,401,OR,387,133,No,No,0.83,2203,550,0,2015,1 -17,111480,0.03,0.03,4251093408,8181,Yes,PhD or equivalent,Male,No,Married,22,\N,3,1,23,Non-technology Related Job,401,OR,387,133,No,No,0.83,5816,969,0,2015,2 -19,166438,0.07,0.03,4251086267,8182,Yes,High School or below,Female,Yes,Single,112,\N,1,3,92,Non-technology Related Job,77,NJ,486,168,No,No,0.36,2505,501,0,2015,1 -19,166438,0.07,0.03,4251086267,8182,Yes,High School or below,Female,Yes,Single,112,\N,1,3,92,Non-technology Related Job,77,NJ,486,168,No,No,0.36,2630,526,0,2015,2 -49,27338,0.05,0.03,4251023308,8183,Yes,High School or below,Male,Yes,Single,50,\N,2,0,11,Others,250,NY,183,183,No,Yes,0.81,5595,699,0,2015,1 -49,27338,0.05,0.03,4251023308,8183,Yes,High School or below,Male,Yes,Single,50,\N,2,0,11,Others,250,NY,183,183,No,Yes,0.81,1999,499,0,2015,2 -37,219424,0.04,0,4251029696,8184,Yes,High School or below,Female,Yes,Single,91,\N,0,2,2,Technology Related Job,114,RI,89,63,No,No,0.1,2389,265,0,2015,1 -37,219424,0.04,0,4251029696,8184,Yes,High School or below,Female,Yes,Single,91,\N,0,2,2,Technology Related Job,114,RI,89,63,No,No,0.1,4588,655,0,2015,2 -39,24382,0,0,4251023442,8185,Yes,High School or below,Female,Yes,Married,61,\N,2,4,71,Non-technology Related Job,290,NY,188,98,No,No,0.63,4114,457,0,2015,1 -39,24382,0,0,4251023442,8185,Yes,High School or below,Female,Yes,Married,61,\N,2,4,71,Non-technology Related Job,290,NY,188,98,No,No,0.63,1020,510,0,2015,2 -39,24382,0,0,4251023442,8185,Yes,High School or below,Female,Yes,Married,61,\N,2,4,71,Non-technology Related Job,290,NY,188,98,No,No,0.63,670,670,0,2015,3 -41,79339,0.04,0.03,4251049799,8186,Yes,High School or below,Male,Yes,Married,32,\N,3,7,41,Non-technology Related Job,466,MO,288,133,No,No,0.16,5294,661,0,2015,1 -41,79339,0.04,0.03,4251049799,8186,Yes,High School or below,Male,Yes,Married,32,\N,3,7,41,Non-technology Related Job,466,MO,288,133,No,No,0.16,2803,1401,0,2015,2 -71,190240,0.02,0,4251088674,8187,Yes,Bachelor or equivalent,Female,No,Single,90,\N,0,4,59,Others,139,MT,485,148,No,No,0.62,5172,646,0,2015,1 -71,190240,0.02,0,4251088674,8187,Yes,Bachelor or equivalent,Female,No,Single,90,\N,0,4,59,Others,139,MT,485,148,No,No,0.62,4971,994,0,2015,2 -71,190240,0.02,0,4251088674,8187,Yes,Bachelor or equivalent,Female,No,Single,90,\N,0,4,59,Others,139,MT,485,148,No,No,0.62,1145,1145,0,2015,3 -74,245197,0.05,0.03,4251055508,8188,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,1,6,28,Others,315,ME,84,183,No,No,0.15,4500,750,0,2015,1 -74,245197,0.05,0.03,4251055508,8188,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,1,6,28,Others,315,ME,84,183,No,No,0.15,3514,702,0,2015,2 -74,245197,0.05,0.03,4251055508,8188,Yes,Bachelor or equivalent,Female,Yes,Married,61,\N,1,6,28,Others,315,ME,84,183,No,No,0.15,516,516,0,2015,3 -61,187283,0.05,0,4251030159,8189,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,0,0,20,Technology Related Job,179,NE,490,63,No,Yes,0.43,2216,738,0,2015,1 -61,187283,0.05,0,4251030159,8189,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,0,0,20,Technology Related Job,179,NE,490,63,No,Yes,0.43,3185,530,0,2015,2 -63,242240,0,0,4251047453,8190,Yes,Master or equivalent,Female,Yes,Married,72,\N,1,3,89,Non-technology Related Job,355,ME,89,98,No,No,0.96,4811,687,0,2015,1 -63,242240,0,0,4251047453,8190,Yes,Master or equivalent,Female,Yes,Married,72,\N,1,3,89,Non-technology Related Job,355,ME,89,98,No,No,0.96,2754,550,0,2015,2 -26,103141,0.07,0,4251088967,8191,Yes,Master or equivalent,Male,Yes,Single,10,\N,2,0,8,Non-technology Related Job,28,MA,286,113,No,No,0.42,4757,679,0,2015,1 -26,103141,0.07,0,4251088967,8191,Yes,Master or equivalent,Male,Yes,Single,10,\N,2,0,8,Non-technology Related Job,28,MA,286,113,No,No,0.42,3673,734,0,2015,2 -28,158098,0.02,0,4251068141,8192,Yes,PhD or equivalent,Male,Yes,Single,101,\N,0,2,77,Others,204,IN,385,148,No,No,0.95,6356,908,1,2015,1 -28,158098,0.02,0,4251068141,8192,Yes,PhD or equivalent,Male,Yes,Single,101,\N,0,2,77,Others,204,IN,385,148,No,No,0.95,385,385,1,2015,2 -30,213056,0.06,0.03,4251074804,8193,Yes,High School or below,Male,No,Married,72,\N,1,5,46,Others,380,CO,485,183,No,No,0.48,5685,812,0,2015,1 -30,213056,0.06,0.03,4251074804,8193,Yes,High School or below,Male,No,Married,72,\N,1,5,46,Others,380,CO,485,183,No,No,0.48,3867,966,0,2015,2 -18,155142,0.05,0,4251031898,8194,Yes,High School or below,Female,No,Married,112,\N,3,7,38,Non-technology Related Job,244,IN,390,63,No,No,0.77,7850,981,0,2015,1 -18,155142,0.05,0,4251031898,8194,Yes,High School or below,Female,No,Married,112,\N,3,7,38,Non-technology Related Job,244,IN,390,63,No,No,0.77,2762,690,0,2015,2 -20,210099,0.01,0,4251055595,8195,Yes,High School or below,Male,Yes,Single,83,\N,0,1,7,Non-technology Related Job,420,CT,490,98,No,No,0.3,142,142,0,2015,1 -20,210099,0.01,0,4251055595,8195,Yes,High School or below,Male,Yes,Single,83,\N,0,1,7,Non-technology Related Job,420,CT,490,98,No,No,0.3,2974,743,0,2015,2 -50,71000,0.07,0,4251060956,8196,Yes,High School or below,Female,Yes,Single,21,\N,2,6,25,Non-technology Related Job,93,DE,187,113,No,No,0.75,4268,711,0,2015,1 -50,71000,0.07,0,4251060956,8196,Yes,High School or below,Female,Yes,Single,21,\N,2,6,25,Non-technology Related Job,93,DE,187,113,No,No,0.75,7626,953,0,2015,2 -50,71000,0.07,0,4251060956,8196,Yes,High School or below,Female,Yes,Single,21,\N,2,6,25,Non-technology Related Job,93,DE,187,113,No,No,0.75,21,21,0,2015,3 -53,125957,0.03,0,4251032063,8197,Yes,High School or below,Female,Yes,Married,112,\N,3,1,95,Others,269,AL,286,148,No,No,0.29,1129,1129,0,2015,1 -53,125957,0.03,0,4251032063,8197,Yes,High School or below,Female,Yes,Married,112,\N,3,1,95,Others,269,AL,286,148,No,No,0.29,7146,714,0,2015,2 -53,125957,0.03,0,4251032063,8197,Yes,High School or below,Female,Yes,Married,112,\N,3,1,95,Others,269,AL,286,148,No,No,0.29,1217,1217,0,2015,3 -55,180914,0.06,0.03,4251025556,8198,Yes,Bachelor or equivalent,Male,Yes,Single,83,\N,0,3,64,Others,445,UT,385,183,No,No,0.82,4850,970,0,2015,1 -55,180914,0.06,0.03,4251025556,8198,Yes,Bachelor or equivalent,Male,Yes,Single,83,\N,0,3,64,Others,445,UT,385,183,No,No,0.82,1374,687,0,2015,2 -42,123000,0.06,0,4251015560,8199,Yes,Bachelor or equivalent,Female,Yes,Single,3,\N,3,5,55,Non-technology Related Job,309,AL,291,63,No,No,0.1,4176,835,0,2015,1 -42,123000,0.06,0,4251015560,8199,Yes,Bachelor or equivalent,Female,Yes,Single,3,\N,3,5,55,Non-technology Related Job,309,AL,291,63,No,No,0.1,6853,685,0,2015,2 -73,233901,0.04,0,4251059315,8200,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,0,2,74,Non-technology Related Job,482,AZ,488,78,No,No,0.56,8586,715,0,2015,1 -73,233901,0.04,0,4251059315,8200,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,0,2,74,Non-technology Related Job,482,AZ,488,78,No,No,0.56,842,421,0,2015,2 -73,233901,0.04,0,4251059315,8200,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,0,2,74,Non-technology Related Job,482,AZ,488,78,No,No,0.56,969,969,0,2015,3 -75,38858,0,0,4251074034,8201,Yes,Master or equivalent,Male,Yes,Married,32,\N,1,5,43,Others,158,VA,87,113,Yes,No,0.09,923,307,0,2015,1 -75,38858,0,0,4251074034,8201,Yes,Master or equivalent,Male,Yes,Married,32,\N,1,5,43,Others,158,VA,87,113,Yes,No,0.09,5172,646,0,2015,2 -77,93816,0.03,0,4251084701,8202,Yes,Master or equivalent,Female,Yes,Single,3,\N,2,7,13,Others,334,PA,187,148,No,No,0.62,8245,916,0,2015,1 -77,93816,0.03,0,4251084701,8202,Yes,Master or equivalent,Female,Yes,Single,3,\N,2,7,13,Others,334,PA,187,148,No,No,0.62,5570,928,0,2015,2 -79,148773,0.07,0.03,4251060060,8203,Yes,High School or below,Female,Yes,Married,93,\N,0,1,82,Others,10,NM,286,183,No,No,0.15,5984,854,0,2015,1 -79,148773,0.07,0.03,4251060060,8203,Yes,High School or below,Female,Yes,Married,93,\N,0,1,82,Others,10,NM,286,183,No,No,0.15,3856,964,0,2015,2 -27,146802,0.01,0.01,4251032281,8204,Yes,High School or below,Female,No,Single,101,\N,2,6,22,Non-technology Related Job,370,WV,289,43,No,No,0.36,4040,505,0,2015,1 -27,146802,0.01,0.01,4251032281,8204,Yes,High School or below,Female,No,Single,101,\N,2,6,22,Non-technology Related Job,370,WV,289,43,No,No,0.36,4022,804,0,2015,2 -29,201760,0.05,0,4251069157,8205,Yes,High School or below,Female,Yes,Married,72,\N,3,0,92,Non-technology Related Job,47,SD,389,78,No,Yes,0.89,3872,774,0,2015,1 -29,201760,0.05,0,4251069157,8205,Yes,High School or below,Female,Yes,Married,72,\N,3,0,92,Non-technology Related Job,47,SD,389,78,No,Yes,0.89,1556,389,0,2015,2 -31,6717,0,0,4251026612,8206,Yes,High School or below,Female,Yes,Single,42,\N,1,3,61,Others,223,NC,488,113,No,No,0.42,5815,726,0,2015,1 -31,6717,0,0,4251026612,8206,Yes,High School or below,Female,Yes,Single,42,\N,1,3,61,Others,223,NC,488,113,No,No,0.42,6656,832,0,2015,2 -34,61674,0.04,0,4251041704,8207,Yes,High School or below,Male,Yes,Married,13,\N,2,5,30,Others,399,MT,87,148,No,No,0.95,1814,453,0,2015,1 -34,61674,0.04,0,4251041704,8207,Yes,High School or below,Male,Yes,Married,13,\N,2,5,30,Others,399,MT,87,148,No,No,0.95,2907,581,0,2015,2 -49,59703,0.06,0.01,4251032797,8208,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,2,71,Non-technology Related Job,259,TX,91,8,No,No,0.16,4529,1132,0,2015,1 -49,59703,0.06,0.01,4251032797,8208,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,2,71,Non-technology Related Job,259,TX,91,8,No,No,0.16,5247,655,0,2015,2 -52,114661,0.02,0.01,4251042297,8209,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,2,4,40,Non-technology Related Job,436,OH,190,43,No,No,0.7,2411,482,0,2015,1 -52,114661,0.02,0.01,4251042297,8209,Yes,Bachelor or equivalent,Male,Yes,Married,112,\N,2,4,40,Non-technology Related Job,436,OH,190,43,No,No,0.7,967,967,0,2015,2 -54,169618,0.05,0,4251058685,8210,Yes,Bachelor or equivalent,Male,No,Single,82,\N,3,7,10,Non-technology Related Job,112,NV,289,78,No,No,0.23,3136,784,0,2015,1 -54,169618,0.05,0,4251058685,8210,Yes,Bachelor or equivalent,Male,No,Single,82,\N,3,7,10,Non-technology Related Job,112,NV,289,78,No,No,0.23,2192,548,0,2015,2 -56,224576,0.01,0,4251014343,8211,Yes,Master or equivalent,Female,Yes,Married,53,\N,0,1,79,Others,288,MA,388,113,No,No,0.76,1590,795,0,2015,1 -56,224576,0.01,0,4251014343,8211,Yes,Master or equivalent,Female,Yes,Married,53,\N,0,1,79,Others,288,MA,388,113,No,No,0.76,5024,837,0,2015,2 -58,29533,0.04,0,4251026892,8212,Yes,Master or equivalent,Female,Yes,Single,24,\N,1,3,48,Others,464,IL,488,148,No,No,0.29,1859,929,0,2015,1 -58,29533,0.04,0,4251026892,8212,Yes,Master or equivalent,Female,Yes,Single,24,\N,1,3,48,Others,464,IL,488,148,No,No,0.29,6188,1031,0,2015,2 -74,27562,0.06,0.01,4251071911,8213,Yes,High School or below,Female,Yes,Married,32,\N,0,0,89,Non-technology Related Job,324,NJ,491,8,No,No,0.5,3091,515,0,2015,1 -74,27562,0.06,0.01,4251071911,8213,Yes,High School or below,Female,Yes,Married,32,\N,0,0,89,Non-technology Related Job,324,NJ,491,8,No,No,0.5,2951,737,0,2015,2 -76,82520,0.02,0.01,4251060666,8214,Yes,High School or below,Female,Yes,Single,2,\N,1,3,58,Non-technology Related Job,1,MN,90,43,No,No,0.03,945,472,0,2015,1 -76,82520,0.02,0.01,4251060666,8214,Yes,High School or below,Female,Yes,Single,2,\N,1,3,58,Non-technology Related Job,1,MN,90,43,No,No,0.03,2531,632,0,2015,2 -78,137477,0.06,0,4251050533,8215,Yes,High School or below,Male,Yes,Married,93,\N,2,5,27,Non-technology Related Job,177,IA,190,78,No,No,0.56,7976,997,0,2015,1 -78,137477,0.06,0,4251050533,8215,Yes,High School or below,Male,Yes,Married,93,\N,2,5,27,Non-technology Related Job,177,IA,190,78,No,No,0.56,6448,806,0,2015,2 -78,137477,0.06,0,4251050533,8215,Yes,High School or below,Male,Yes,Married,93,\N,2,5,27,Non-technology Related Job,177,IA,190,78,No,No,0.56,872,872,0,2015,3 -13,192435,0.01,0,4251079584,8216,Yes,High School or below,Male,No,Married,64,\N,0,7,97,Others,353,DE,289,113,No,Yes,0.09,7629,1089,0,2015,1 -13,192435,0.01,0,4251079584,8216,Yes,High School or below,Male,No,Married,64,\N,0,7,97,Others,353,DE,289,113,No,Yes,0.09,2546,509,0,2015,2 -13,192435,0.01,0,4251079584,8216,Yes,High School or below,Male,No,Married,64,\N,0,7,97,Others,353,DE,289,113,No,Yes,0.09,466,466,0,2015,3 -28,190463,0.03,0.02,4251089479,8217,Yes,High School or below,Male,No,Married,72,\N,2,4,37,Non-technology Related Job,213,MO,292,223,No,No,0.3,1819,454,0,2015,1 -28,190463,0.03,0.02,4251089479,8217,Yes,High School or below,Male,No,Married,72,\N,2,4,37,Non-technology Related Job,213,MO,292,223,No,No,0.3,3482,580,0,2015,2 -31,245421,0.07,0.01,4251025997,8218,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,3,7,7,Non-technology Related Job,389,KY,392,8,No,No,0.83,4617,659,1,2015,1 -31,245421,0.07,0.01,4251025997,8218,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,3,7,7,Non-technology Related Job,389,KY,392,8,No,No,0.83,2146,1073,1,2015,2 -33,50378,0.03,0.01,4251078612,8219,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,1,76,Non-technology Related Job,66,GA,491,43,No,No,0.36,2636,878,1,2015,1 -33,50378,0.03,0.01,4251078612,8219,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,1,76,Non-technology Related Job,66,GA,491,43,No,No,0.36,2367,394,1,2015,2 -35,105336,0.06,0,4251089151,8220,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,2,3,45,Others,242,AZ,90,78,No,No,0.89,1229,409,0,2015,1 -35,105336,0.06,0,4251089151,8220,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,2,3,45,Others,242,AZ,90,78,No,No,0.89,5599,622,0,2015,2 -35,105336,0.06,0,4251089151,8220,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,2,3,45,Others,242,AZ,90,78,No,No,0.89,50,50,0,2015,3 -51,103365,0,0.02,4251069712,8221,Yes,Master or equivalent,Female,Yes,Married,111,\N,0,0,86,Non-technology Related Job,102,ME,94,188,No,No,0.11,984,984,0,2015,1 -51,103365,0,0.02,4251069712,8221,Yes,Master or equivalent,Female,Yes,Married,111,\N,0,0,86,Non-technology Related Job,102,ME,94,188,No,No,0.11,1076,269,0,2015,2 -53,158322,0.04,0.02,4251097521,8222,No,Master or equivalent,Female,Yes,Single,82,\N,1,3,55,Non-technology Related Job,278,ID,193,223,No,No,0.64,4689,1172,0,2015,1 -53,158322,0.04,0.02,4251097521,8222,No,Master or equivalent,Female,Yes,Single,82,\N,1,3,55,Non-technology Related Job,278,ID,193,223,No,No,0.64,3290,548,0,2015,2 -55,213280,0.07,0.01,4251016774,8223,Yes,High School or below,Female,No,Single,53,\N,3,5,24,Non-technology Related Job,455,CA,292,8,No,No,0.17,292,292,0,2015,1 -55,213280,0.07,0.01,4251016774,8223,Yes,High School or below,Female,No,Single,53,\N,3,5,24,Non-technology Related Job,455,CA,292,8,No,No,0.17,3149,787,0,2015,2 -57,18237,0.03,0.01,4251085876,8224,Yes,High School or below,Male,Yes,Married,24,\N,0,7,94,Non-technology Related Job,131,WA,392,43,No,No,0.7,1886,943,0,2015,1 -57,18237,0.03,0.01,4251085876,8224,Yes,High School or below,Male,Yes,Married,24,\N,0,7,94,Non-technology Related Job,131,WA,392,43,No,No,0.7,2440,813,0,2015,2 -20,129137,0.01,0.01,4251015008,8225,Yes,High School or below,Female,Yes,Married,82,\N,1,5,12,Others,303,WI,89,58,No,No,0.15,3293,658,0,2015,1 -20,129137,0.01,0.01,4251015008,8225,Yes,High School or below,Female,Yes,Married,82,\N,1,5,12,Others,303,WI,89,58,No,No,0.15,3867,966,0,2015,2 -75,71224,0.01,0.02,4251062661,8226,Yes,High School or below,Male,Yes,Married,2,\N,0,6,4,Non-technology Related Job,167,CT,494,188,No,No,0.44,5851,731,0,2015,1 -75,71224,0.01,0.02,4251062661,8226,Yes,High School or below,Male,Yes,Married,2,\N,0,6,4,Non-technology Related Job,167,CT,494,188,No,No,0.44,1556,778,0,2015,2 -77,126181,0.04,0.02,4251077349,8227,Yes,High School or below,Male,No,Single,93,\N,1,1,73,Non-technology Related Job,343,WI,94,223,No,Yes,0.97,3244,648,1,2015,1 -77,126181,0.04,0.02,4251077349,8227,Yes,High School or below,Male,No,Single,93,\N,1,1,73,Non-technology Related Job,343,WI,94,223,No,Yes,0.97,3030,1010,1,2015,2 -12,181138,0,0.01,4251036634,8228,Yes,High School or below,Female,Yes,Married,64,\N,2,3,42,Non-technology Related Job,20,TN,193,8,No,No,0.5,2559,511,0,2015,1 -12,181138,0,0.01,4251036634,8228,Yes,High School or below,Female,Yes,Married,64,\N,2,3,42,Non-technology Related Job,20,TN,193,8,No,No,0.5,2651,662,0,2015,2 -42,42039,0.06,0.01,4251098180,8229,Yes,Bachelor or equivalent,Male,No,Married,2,\N,3,0,61,Others,192,UT,390,23,No,No,0.96,4181,696,0,2015,1 -42,42039,0.06,0.01,4251098180,8229,Yes,Bachelor or equivalent,Male,No,Married,2,\N,3,0,61,Others,192,UT,390,23,No,No,0.96,3617,904,0,2015,2 -42,42039,0.06,0.01,4251098180,8229,Yes,Bachelor or equivalent,Male,No,Married,2,\N,3,0,61,Others,192,UT,390,23,No,No,0.96,216,216,0,2015,3 -44,96996,0.02,0.01,4251015994,8230,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,1,3,30,Others,368,OR,489,58,No,No,0.49,3690,922,0,2015,1 -44,96996,0.02,0.01,4251015994,8230,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,1,3,30,Others,368,OR,489,58,No,No,0.49,1795,598,0,2015,2 -32,39082,0.01,0.02,4251057703,8231,Yes,Master or equivalent,Female,Yes,Single,13,\N,3,5,21,Non-technology Related Job,232,UT,395,188,No,No,0.77,2479,619,0,2015,1 -32,39082,0.01,0.02,4251057703,8231,Yes,Master or equivalent,Female,Yes,Single,13,\N,3,5,21,Non-technology Related Job,232,UT,395,188,No,No,0.77,3421,855,0,2015,2 -32,39082,0.01,0.02,4251057703,8231,Yes,Master or equivalent,Female,Yes,Single,13,\N,3,5,21,Non-technology Related Job,232,UT,395,188,No,No,0.77,651,651,0,2015,3 -34,94040,0.05,0.01,4251082145,8232,Yes,Master or equivalent,Male,Yes,Married,104,\N,0,7,91,Non-technology Related Job,409,OR,494,223,No,No,0.3,6622,827,0,2015,1 -34,94040,0.05,0.01,4251082145,8232,Yes,Master or equivalent,Male,Yes,Married,104,\N,0,7,91,Non-technology Related Job,409,OR,494,223,No,No,0.3,6569,729,0,2015,2 -36,148997,0,0.01,4251023230,8233,Yes,PhD or equivalent,Male,No,Single,75,\N,2,1,60,Non-technology Related Job,85,NH,94,8,No,No,0.84,843,281,0,2015,1 -36,148997,0,0.01,4251023230,8233,Yes,PhD or equivalent,Male,No,Single,75,\N,2,1,60,Non-technology Related Job,85,NH,94,8,No,No,0.84,4279,1069,0,2015,2 -67,9898,0.07,0.01,4251031961,8234,Yes,High School or below,Female,Yes,Single,13,\N,3,7,79,Others,257,NM,291,23,No,No,0.29,3574,714,0,2015,1 -67,9898,0.07,0.01,4251031961,8234,Yes,High School or below,Female,Yes,Single,13,\N,3,7,79,Others,257,NM,291,23,No,No,0.29,3607,601,0,2015,2 -69,64855,0.02,0.01,4251094164,8235,Yes,High School or below,Female,No,Married,103,\N,0,1,48,Others,433,MS,390,58,No,No,0.82,5185,1037,0,2015,1 -69,64855,0.02,0.01,4251094164,8235,Yes,High School or below,Female,No,Married,103,\N,0,1,48,Others,433,MS,390,58,No,No,0.82,7071,883,0,2015,2 -56,6941,0.02,0.02,4251008923,8236,Yes,High School or below,Male,Yes,Married,24,\N,3,3,39,Non-technology Related Job,297,NY,296,188,No,No,0.11,3638,909,0,2015,1 -56,6941,0.02,0.02,4251008923,8236,Yes,High School or below,Male,Yes,Married,24,\N,3,3,39,Non-technology Related Job,297,NY,296,188,No,No,0.11,1339,446,0,2015,2 -59,61898,0.05,0.01,4251059722,8237,Yes,High School or below,Female,Yes,Single,115,\N,0,5,9,Non-technology Related Job,474,MS,395,223,No,No,0.64,3984,569,0,2015,1 -59,61898,0.05,0.01,4251059722,8237,Yes,High School or below,Female,Yes,Single,115,\N,0,5,9,Non-technology Related Job,474,MS,395,223,No,No,0.64,3673,918,0,2015,2 -21,172799,0.04,0.02,4251018627,8238,Yes,High School or below,Male,Yes,Single,53,\N,1,3,27,Others,146,MT,92,238,No,No,0.1,4350,543,0,2015,1 -21,172799,0.04,0.02,4251018627,8238,Yes,High School or below,Male,Yes,Single,53,\N,1,3,27,Others,146,MT,92,238,No,No,0.1,2261,753,0,2015,2 -23,227756,0.07,0.01,4251091133,8239,Yes,High School or below,Male,No,Married,23,\N,2,5,97,Others,322,ME,191,23,No,No,0.63,4739,789,0,2015,1 -23,227756,0.07,0.01,4251091133,8239,Yes,High School or below,Male,No,Married,23,\N,2,5,97,Others,322,ME,191,23,No,No,0.63,4983,711,0,2015,2 -23,227756,0.07,0.01,4251091133,8239,Yes,High School or below,Male,No,Married,23,\N,2,5,97,Others,322,ME,191,23,No,No,0.63,1232,1232,0,2015,3 -25,32714,0.03,0.01,4251075262,8240,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,0,7,66,Others,499,HI,290,58,No,No,0.16,5067,844,0,2015,1 -25,32714,0.03,0.01,4251075262,8240,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,0,7,66,Others,499,HI,290,58,No,No,0.16,3466,495,0,2015,2 -25,32714,0.03,0.01,4251075262,8240,Yes,Bachelor or equivalent,Female,Yes,Single,114,\N,0,7,66,Others,499,HI,290,58,No,No,0.16,1200,1200,0,2015,3 -13,224800,0.02,0.02,4251014392,8241,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,2,1,57,Non-technology Related Job,363,ME,196,188,Yes,Yes,0.44,491,163,0,2015,1 -13,224800,0.02,0.02,4251014392,8241,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,2,1,57,Non-technology Related Job,363,ME,196,188,Yes,Yes,0.44,111,55,0,2015,2 -43,85700,0,0.02,4251087584,8242,No,Master or equivalent,Female,Yes,Single,92,\N,3,7,76,Others,35,MA,393,202,No,No,0.9,1196,598,0,2015,1 -43,85700,0,0.02,4251087584,8242,No,Master or equivalent,Female,Yes,Single,92,\N,3,7,76,Others,35,MA,393,202,No,No,0.9,3266,544,0,2015,2 -45,140658,0.04,0.02,4251048727,8243,Yes,Master or equivalent,Female,Yes,Married,63,\N,1,1,45,Others,211,IL,492,237,No,Yes,0.43,4146,829,1,2015,1 -45,140658,0.04,0.02,4251048727,8243,Yes,Master or equivalent,Female,Yes,Married,63,\N,1,1,45,Others,211,IL,492,237,No,Yes,0.43,5297,662,1,2015,2 -48,195615,0,0.01,4251058586,8244,Yes,PhD or equivalent,Male,Yes,Single,34,\N,2,3,14,Others,387,CO,92,22,No,No,0.96,1679,559,0,2015,1 -48,195615,0,0.01,4251058586,8244,Yes,PhD or equivalent,Male,Yes,Single,34,\N,2,3,14,Others,387,CO,92,22,No,No,0.96,5577,929,0,2015,2 -48,195615,0,0.01,4251058586,8244,Yes,PhD or equivalent,Male,Yes,Single,34,\N,2,3,14,Others,387,CO,92,22,No,No,0.96,144,144,0,2015,3 -50,572,0.03,0.01,4251064564,8245,Yes,High School or below,Male,No,Married,5,\N,3,5,84,Others,64,WI,191,57,No,No,0.49,4331,721,0,2015,1 -50,572,0.03,0.01,4251064564,8245,Yes,High School or below,Male,No,Married,5,\N,3,5,84,Others,64,WI,191,57,No,No,0.49,1964,982,0,2015,2 -66,248601,0.05,0.03,4251049140,8246,Yes,High School or below,Male,No,Single,12,\N,1,3,24,Others,424,IA,194,167,No,No,0.7,4187,837,0,2015,1 -66,248601,0.05,0.03,4251049140,8246,Yes,High School or below,Male,No,Single,12,\N,1,3,24,Others,424,IA,194,167,No,No,0.7,6506,1084,0,2015,2 -68,53559,0.01,0.02,4251073030,8247,Yes,High School or below,Male,Yes,Married,103,\N,3,5,94,Others,100,DE,294,202,No,No,0.23,3123,446,0,2015,1 -68,53559,0.01,0.02,4251073030,8247,Yes,High School or below,Male,Yes,Married,103,\N,3,5,94,Others,100,DE,294,202,No,No,0.23,6395,913,0,2015,2 -68,53559,0.01,0.02,4251073030,8247,Yes,High School or below,Male,Yes,Married,103,\N,3,5,94,Others,100,DE,294,202,No,No,0.23,1300,1300,0,2015,3 -70,108516,0.05,0.02,4251089908,8248,Yes,High School or below,Male,Yes,Single,74,\N,0,7,63,Others,276,AL,393,237,No,No,0.76,4332,722,0,2015,1 -70,108516,0.05,0.02,4251089908,8248,Yes,High School or below,Male,Yes,Single,74,\N,0,7,63,Others,276,AL,393,237,No,No,0.76,1886,943,0,2015,2 -72,163474,0,0.01,4251061750,8249,Yes,High School or below,Female,Yes,Single,45,\N,1,1,32,Others,453,TX,492,22,No,No,0.29,6345,793,0,2015,1 -72,163474,0,0.01,4251061750,8249,Yes,High School or below,Female,Yes,Single,45,\N,1,1,32,Others,453,TX,492,22,No,No,0.29,5279,754,0,2015,2 -20,161503,0.02,0.03,4251044722,8250,Yes,Bachelor or equivalent,Female,Yes,Single,52,\N,0,6,73,Non-technology Related Job,313,GA,496,132,No,No,0.51,3406,851,0,2015,1 -20,161503,0.02,0.03,4251044722,8250,Yes,Bachelor or equivalent,Female,Yes,Single,52,\N,0,6,73,Non-technology Related Job,313,GA,496,132,No,No,0.51,1596,266,0,2015,2 -20,161503,0.02,0.03,4251044722,8250,Yes,Bachelor or equivalent,Female,Yes,Single,52,\N,0,6,73,Non-technology Related Job,313,GA,496,132,No,No,0.51,289,289,0,2015,3 -22,216460,0.06,0.03,4251073989,8251,Yes,Bachelor or equivalent,Female,Yes,Married,23,\N,1,1,42,Others,489,AZ,95,167,No,No,0.04,2465,616,0,2015,1 -22,216460,0.06,0.03,4251073989,8251,Yes,Bachelor or equivalent,Female,Yes,Married,23,\N,1,1,42,Others,489,AZ,95,167,No,No,0.04,7617,952,0,2015,2 -24,21418,0.01,0.02,4251069195,8252,Yes,Bachelor or equivalent,Female,No,Single,114,\N,2,3,11,Others,165,VT,194,202,No,No,0.57,6911,863,0,2015,1 -24,21418,0.01,0.02,4251069195,8252,Yes,Bachelor or equivalent,Female,No,Single,114,\N,2,3,11,Others,165,VT,194,202,No,No,0.57,5411,773,0,2015,2 -24,21418,0.01,0.02,4251069195,8252,Yes,Bachelor or equivalent,Female,No,Single,114,\N,2,3,11,Others,165,VT,194,202,No,No,0.57,938,938,0,2015,3 -26,76375,0.05,0.02,4251071487,8253,Yes,Master or equivalent,Male,Yes,Single,85,\N,3,5,81,Others,341,PA,294,237,No,No,0.1,2367,591,0,2015,1 -26,76375,0.05,0.02,4251071487,8253,Yes,Master or equivalent,Male,Yes,Single,85,\N,3,5,81,Others,341,PA,294,237,No,No,0.1,1491,497,0,2015,2 -29,131332,0.01,0.01,4251046443,8254,Yes,Master or equivalent,Male,Yes,Married,56,\N,1,7,50,Others,18,NM,393,22,No,Yes,0.63,7016,1002,0,2015,1 -29,131332,0.01,0.01,4251046443,8254,Yes,Master or equivalent,Male,Yes,Married,56,\N,1,7,50,Others,18,NM,393,22,No,Yes,0.63,3477,579,0,2015,2 -45,129361,0.03,0.03,4251029321,8255,Yes,High School or below,Male,Yes,Single,63,\N,3,5,91,Non-technology Related Job,378,WV,396,132,No,No,0.84,2893,964,0,2015,1 -45,129361,0.03,0.03,4251029321,8255,Yes,High School or below,Male,Yes,Single,63,\N,3,5,91,Non-technology Related Job,378,WV,396,132,No,No,0.84,4099,1024,0,2015,2 -47,184319,0.06,0.03,4251019641,8256,Yes,High School or below,Male,Yes,Married,34,\N,0,7,60,Others,54,SC,496,167,No,No,0.37,1477,738,0,2015,1 -47,184319,0.06,0.03,4251019641,8256,Yes,High School or below,Male,Yes,Married,34,\N,0,7,60,Others,54,SC,496,167,No,No,0.37,3119,1039,0,2015,2 -47,184319,0.06,0.03,4251019641,8256,Yes,High School or below,Male,Yes,Married,34,\N,0,7,60,Others,54,SC,496,167,No,No,0.37,589,589,0,2015,3 -49,239276,0.02,0.02,4251027717,8257,Yes,High School or below,Female,Yes,Single,5,\N,2,1,29,Others,230,NC,95,202,No,No,0.9,6030,861,1,2015,2 -51,44234,0.06,0.02,4251093968,8258,Yes,High School or below,Female,No,Married,96,\N,3,3,99,Others,407,MO,194,237,No,No,0.43,4958,708,0,2015,1 -51,44234,0.06,0.02,4251093968,8258,Yes,High School or below,Female,No,Married,96,\N,3,3,99,Others,407,MO,194,237,No,No,0.43,3306,472,0,2015,2 -67,42263,0,0.03,4251044865,8259,Yes,High School or below,Female,Yes,Single,103,\N,1,1,39,Non-technology Related Job,267,TN,198,97,Yes,No,0.64,769,384,0,2015,1 -67,42263,0,0.03,4251044865,8259,Yes,High School or below,Female,Yes,Single,103,\N,1,1,39,Non-technology Related Job,267,TN,198,97,Yes,No,0.64,5627,1125,0,2015,2 -69,97220,0.03,0.03,4251090808,8260,Yes,Bachelor or equivalent,Female,Yes,Married,74,\N,3,3,8,Others,443,OH,297,132,No,No,0.17,5677,709,0,2015,1 -69,97220,0.03,0.03,4251090808,8260,Yes,Bachelor or equivalent,Female,Yes,Married,74,\N,3,3,8,Others,443,OH,297,132,No,No,0.17,5165,860,0,2015,2 -69,97220,0.03,0.03,4251090808,8260,Yes,Bachelor or equivalent,Female,Yes,Married,74,\N,3,3,8,Others,443,OH,297,132,No,No,0.17,1230,1230,0,2015,3 -71,152178,0.07,0.03,4251037540,8261,Yes,Bachelor or equivalent,Female,Yes,Single,45,\N,0,5,78,Others,119,NE,396,167,No,No,0.7,2791,465,0,2015,1 -71,152178,0.07,0.03,4251037540,8261,Yes,Bachelor or equivalent,Female,Yes,Single,45,\N,0,5,78,Others,119,NE,396,167,No,No,0.7,2662,532,0,2015,2 -73,207135,0.02,0.02,4251057774,8262,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,1,7,47,Others,295,MD,496,202,Yes,No,0.24,4816,802,1,2015,1 -73,207135,0.02,0.02,4251057774,8262,Yes,Bachelor or equivalent,Male,Yes,Married,16,\N,1,7,47,Others,295,MD,496,202,Yes,No,0.24,3302,825,1,2015,2 -21,205164,0.05,0,4251026130,8263,Yes,Master or equivalent,Male,No,Single,23,\N,0,5,88,Non-technology Related Job,156,OR,499,62,No,No,0.45,4973,710,0,2015,1 -21,205164,0.05,0,4251026130,8263,Yes,Master or equivalent,Male,No,Single,23,\N,0,5,88,Non-technology Related Job,156,OR,499,62,No,No,0.45,1808,602,0,2015,2 -23,10121,0,0.03,4251099598,8264,Yes,PhD or equivalent,Male,Yes,Married,114,\N,1,7,57,Non-technology Related Job,332,NJ,98,97,No,No,0.98,4253,1063,0,2015,1 -23,10121,0,0.03,4251099598,8264,Yes,PhD or equivalent,Male,Yes,Married,114,\N,1,7,57,Non-technology Related Job,332,NJ,98,97,No,No,0.98,6295,699,0,2015,2 -23,10121,0,0.03,4251099598,8264,Yes,PhD or equivalent,Male,Yes,Married,114,\N,1,7,57,Non-technology Related Job,332,NJ,98,97,No,No,0.98,435,435,0,2015,3 -26,65079,0.04,0.03,4251087572,8265,Yes,High School or below,Male,Yes,Single,85,\N,2,1,26,Others,8,MI,198,132,No,Yes,0.51,2524,631,0,2015,1 -26,65079,0.04,0.03,4251087572,8265,Yes,High School or below,Male,Yes,Single,85,\N,2,1,26,Others,8,MI,198,132,No,Yes,0.51,429,429,0,2015,2 -26,65079,0.04,0.03,4251087572,8265,Yes,High School or below,Male,Yes,Single,85,\N,2,1,26,Others,8,MI,198,132,No,Yes,0.51,985,985,0,2015,3 -28,120036,0.07,0.02,4251011481,8266,Yes,High School or below,Female,Yes,Married,55,\N,3,3,96,Others,184,IA,297,167,No,No,0.04,4754,679,0,2015,1 -28,120036,0.07,0.02,4251011481,8266,Yes,High School or below,Female,Yes,Married,55,\N,3,3,96,Others,184,IA,297,167,No,No,0.04,1465,293,0,2015,2 -30,174994,0.03,0.02,4251008579,8267,Yes,High School or below,Female,Yes,Single,26,\N,1,5,65,Others,361,CT,396,202,No,No,0.57,2857,571,0,2015,1 -30,174994,0.03,0.02,4251008579,8267,Yes,High School or below,Female,Yes,Single,26,\N,1,5,65,Others,361,CT,396,202,No,No,0.57,5020,717,0,2015,2 -46,173023,0.05,0,4251050556,8268,Yes,High School or below,Female,Yes,Married,34,\N,3,3,5,Non-technology Related Job,221,MS,400,62,No,Yes,0.78,3162,632,0,2015,1 -46,173023,0.05,0,4251050556,8268,Yes,High School or below,Female,Yes,Married,34,\N,3,3,5,Non-technology Related Job,221,MS,400,62,No,Yes,0.78,439,439,0,2015,2 -46,173023,0.05,0,4251050556,8268,Yes,High School or below,Female,Yes,Married,34,\N,3,3,5,Non-technology Related Job,221,MS,400,62,No,Yes,0.78,104,104,0,2015,3 -48,227980,0.01,0.03,4251038711,8269,Yes,High School or below,Female,No,Single,5,\N,0,5,75,Non-technology Related Job,397,KY,499,97,No,No,0.31,4532,755,0,2015,1 -48,227980,0.01,0.03,4251038711,8269,Yes,High School or below,Female,No,Single,5,\N,0,5,75,Non-technology Related Job,397,KY,499,97,No,No,0.31,6550,818,0,2015,2 -50,32938,0.04,0.03,4251031129,8270,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,7,44,Others,73,GA,98,132,No,No,0.84,4045,1011,0,2015,1 -50,32938,0.04,0.03,4251031129,8270,Yes,Bachelor or equivalent,Male,Yes,Married,95,\N,1,7,44,Others,73,GA,98,132,No,No,0.84,3101,1033,0,2015,2 -52,87895,0,0.02,4251041584,8271,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,3,1,14,Others,249,AK,197,167,No,No,0.37,7792,708,0,2015,1 -52,87895,0,0.02,4251041584,8271,Yes,Bachelor or equivalent,Male,Yes,Single,66,\N,3,1,14,Others,249,AK,197,167,No,No,0.37,2365,591,0,2015,2 -15,198795,0.06,0.03,4251083407,8272,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,7,32,Others,422,AR,394,182,No,No,0.83,5852,836,0,2015,1 -15,198795,0.06,0.03,4251083407,8272,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,7,32,Others,422,AR,394,182,No,No,0.83,1916,638,0,2015,2 -15,198795,0.06,0.03,4251083407,8272,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,7,32,Others,422,AR,394,182,No,No,0.83,1773,886,0,2015,3 -70,140881,0.06,0,4251043137,8273,Yes,Master or equivalent,Male,Yes,Single,45,\N,2,1,23,Non-technology Related Job,286,ID,300,62,No,No,0.11,2528,505,0,2015,1 -70,140881,0.06,0,4251043137,8273,Yes,Master or equivalent,Male,Yes,Single,45,\N,2,1,23,Non-technology Related Job,286,ID,300,62,No,No,0.11,4440,634,0,2015,2 -72,195839,0.01,0.03,4251071249,8274,Yes,Master or equivalent,Female,Yes,Married,15,\N,0,3,93,Non-technology Related Job,462,AR,399,97,No,No,0.65,2331,1165,0,2015,1 -72,195839,0.01,0.03,4251071249,8274,Yes,Master or equivalent,Female,Yes,Married,15,\N,0,3,93,Non-technology Related Job,462,AR,399,97,No,No,0.65,1144,381,0,2015,2 -75,796,0.05,0.03,4251024739,8275,Yes,PhD or equivalent,Female,No,Single,106,\N,1,5,62,Others,138,WA,499,132,No,No,0.18,4097,819,0,2015,1 -75,796,0.05,0.03,4251024739,8275,Yes,PhD or equivalent,Female,No,Single,106,\N,1,5,62,Others,138,WA,499,132,No,No,0.18,5446,778,0,2015,2 -37,111697,0.03,0.03,4251039031,8276,Yes,High School or below,Male,Yes,Single,44,\N,2,3,81,Others,311,WI,196,147,No,No,0.63,3657,914,0,2015,1 -37,111697,0.03,0.03,4251039031,8276,Yes,High School or below,Male,Yes,Single,44,\N,2,3,81,Others,311,WI,196,147,No,No,0.63,2509,836,0,2015,2 -39,166654,0.07,0.03,4251058135,8277,Yes,High School or below,Male,Yes,Married,15,\N,3,5,50,Others,487,SD,295,182,No,No,0.16,7154,894,0,2015,1 -39,166654,0.07,0.03,4251058135,8277,Yes,High School or below,Male,Yes,Married,15,\N,3,5,50,Others,487,SD,295,182,No,No,0.16,3570,595,0,2015,2 -27,108740,0.06,0,4251070960,8278,Yes,High School or below,Female,Yes,Married,55,\N,2,7,41,Non-technology Related Job,351,WI,201,62,No,No,0.45,2529,421,0,2015,1 -27,108740,0.06,0,4251070960,8278,Yes,High School or below,Female,Yes,Married,55,\N,2,7,41,Non-technology Related Job,351,WI,201,62,No,No,0.45,3017,603,0,2015,2 -29,163698,0.02,0.03,4251065125,8279,No,High School or below,Male,Yes,Single,26,\N,3,1,11,Others,27,TN,300,97,No,No,0.98,1186,395,0,2015,1 -29,163698,0.02,0.03,4251065125,8279,No,High School or below,Male,Yes,Single,26,\N,3,1,11,Others,27,TN,300,97,No,No,0.98,3506,876,0,2015,2 -59,24598,0,0,4251014378,8280,Yes,High School or below,Female,Yes,Single,84,\N,0,7,29,Others,200,TX,497,112,Yes,No,0.44,1772,590,0,2015,1 -59,24598,0,0,4251014378,8280,Yes,High School or below,Female,Yes,Single,84,\N,0,7,29,Others,200,TX,497,112,Yes,No,0.44,1781,445,0,2015,2 -62,79556,0.03,0.03,4251012357,8281,Yes,Bachelor or equivalent,Female,No,Married,55,\N,2,1,98,Others,376,OK,96,147,No,Yes,0.97,4221,844,0,2015,1 -62,79556,0.03,0.03,4251012357,8281,Yes,Bachelor or equivalent,Female,No,Married,55,\N,2,1,98,Others,376,OK,96,147,No,Yes,0.97,3133,626,0,2015,2 -62,79556,0.03,0.03,4251012357,8281,Yes,Bachelor or equivalent,Female,No,Married,55,\N,2,1,98,Others,376,OK,96,147,No,Yes,0.97,1335,1335,0,2015,3 -64,134513,0.07,0.03,4251060818,8282,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,3,3,68,Others,52,NH,196,182,No,No,0.5,1689,844,0,2015,1 -64,134513,0.07,0.03,4251060818,8282,Yes,Bachelor or equivalent,Male,Yes,Single,26,\N,3,3,68,Others,52,NH,196,182,No,No,0.5,4945,706,0,2015,2 -51,76599,0.07,0,4251028423,8283,Yes,Bachelor or equivalent,Female,Yes,Married,66,\N,1,5,59,Non-technology Related Job,416,OK,101,62,No,No,0.78,5044,840,0,2015,1 -51,76599,0.07,0,4251028423,8283,Yes,Bachelor or equivalent,Female,Yes,Married,66,\N,1,5,59,Non-technology Related Job,416,OK,101,62,No,No,0.78,3526,881,0,2015,2 -14,187499,0.05,0,4251050719,8284,Yes,Master or equivalent,Male,Yes,Single,4,\N,3,3,78,Others,88,PA,298,77,No,No,0.24,1612,537,0,2015,1 -14,187499,0.05,0,4251050719,8284,Yes,Master or equivalent,Male,Yes,Single,4,\N,3,3,78,Others,88,PA,298,77,No,No,0.24,3641,728,0,2015,2 -14,187499,0.05,0,4251050719,8284,Yes,Master or equivalent,Male,Yes,Single,4,\N,3,3,78,Others,88,PA,298,77,No,No,0.24,1348,1348,0,2015,3 -16,242457,0,0,4251072140,8285,Yes,Master or equivalent,Male,Yes,Single,95,\N,0,5,47,Others,265,NM,398,112,No,No,0.77,1535,511,0,2015,1 -16,242457,0,0,4251072140,8285,Yes,Master or equivalent,Male,Yes,Single,95,\N,0,5,47,Others,265,NM,398,112,No,No,0.77,5218,869,0,2015,2 -16,242457,0,0,4251072140,8285,Yes,Master or equivalent,Male,Yes,Single,95,\N,0,5,47,Others,265,NM,398,112,No,No,0.77,430,430,0,2015,3 -18,47414,0.04,0.03,4251032128,8286,Yes,High School or below,Female,Yes,Married,66,\N,1,7,16,Others,441,MN,497,147,No,No,0.3,5706,713,0,2015,1 -18,47414,0.04,0.03,4251032128,8286,Yes,High School or below,Female,Yes,Married,66,\N,1,7,16,Others,441,MN,497,147,No,No,0.3,3566,713,0,2015,2 -20,102372,0,0.03,4251009749,8287,Yes,High School or below,Female,No,Single,36,\N,2,1,86,Others,117,KS,96,182,No,No,0.83,4802,960,0,2015,1 -20,102372,0,0.03,4251009749,8287,Yes,High School or below,Female,No,Single,36,\N,2,1,86,Others,117,KS,96,182,No,No,0.83,4386,1096,0,2015,2 -36,100401,0.02,0,4251033261,8288,Yes,High School or below,Female,Yes,Single,44,\N,1,7,26,Others,477,NC,100,42,No,No,0.04,3175,793,0,2015,1 -36,100401,0.02,0,4251033261,8288,Yes,High School or below,Female,Yes,Single,44,\N,1,7,26,Others,477,NC,100,42,No,No,0.04,1918,479,0,2015,2 -38,155358,0.05,0,4251078087,8289,Yes,High School or below,Female,Yes,Single,15,\N,2,1,95,Others,154,MT,199,77,No,No,0.57,2240,280,0,2015,1 -38,155358,0.05,0,4251078087,8289,Yes,High School or below,Female,Yes,Single,15,\N,2,1,95,Others,154,MT,199,77,No,No,0.57,6526,815,0,2015,2 -40,210316,0.01,0,4251048824,8290,Yes,High School or below,Female,Yes,Married,106,\N,3,3,65,Others,330,LA,298,112,No,No,0.1,4464,637,1,2015,1 -40,210316,0.01,0,4251048824,8290,Yes,High School or below,Female,Yes,Married,106,\N,3,3,65,Others,330,LA,298,112,No,No,0.1,2688,672,1,2015,2 -43,15273,0.05,0.03,4251082056,8291,Yes,High School or below,Male,Yes,Single,76,\N,1,5,34,Others,6,HI,398,147,No,No,0.64,3829,638,0,2015,1 -43,15273,0.05,0.03,4251082056,8291,Yes,High School or below,Male,Yes,Single,76,\N,1,5,34,Others,6,HI,398,147,No,No,0.64,1601,800,0,2015,2 -45,70230,0,0.03,4251015892,8292,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,2,7,3,Others,182,AZ,497,182,No,Yes,0.17,1339,669,0,2015,1 -45,70230,0,0.03,4251015892,8292,Yes,Bachelor or equivalent,Male,Yes,Married,47,\N,2,7,3,Others,182,AZ,497,182,No,Yes,0.17,991,495,0,2015,2 -61,68259,0.02,0,4251096662,8293,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,0,5,44,Others,42,MD,0,42,No,No,0.38,6707,745,0,2015,1 -61,68259,0.02,0,4251096662,8293,Yes,Bachelor or equivalent,Male,Yes,Single,55,\N,0,5,44,Others,42,MD,0,42,No,No,0.38,6797,971,0,2015,2 -63,123217,0.06,0,4251055383,8294,Yes,Master or equivalent,Male,Yes,Married,26,\N,1,7,13,Others,219,IL,100,77,No,No,0.91,6092,761,0,2015,1 -63,123217,0.06,0,4251055383,8294,Yes,Master or equivalent,Male,Yes,Married,26,\N,1,7,13,Others,219,IL,100,77,No,No,0.91,1083,541,0,2015,2 -65,178174,0.01,0,4251098743,8295,Yes,Master or equivalent,Female,Yes,Single,116,\N,3,1,83,Others,395,CA,199,112,No,No,0.44,4764,680,0,2015,1 -65,178174,0.01,0,4251098743,8295,Yes,Master or equivalent,Female,Yes,Single,116,\N,3,1,83,Others,395,CA,199,112,No,No,0.44,2240,746,0,2015,2 -67,233132,0.05,0.03,4251049699,8296,Yes,Master or equivalent,Female,Yes,Married,87,\N,0,3,52,Others,71,WV,298,147,No,No,0.97,4648,664,0,2015,1 -67,233132,0.05,0.03,4251049699,8296,Yes,Master or equivalent,Female,Yes,Married,87,\N,0,3,52,Others,71,WV,298,147,No,No,0.97,483,483,0,2015,2 -15,231161,0.07,0.01,4251009092,8297,Yes,High School or below,Female,Yes,Single,95,\N,2,1,92,Others,431,IA,302,7,No,No,0.18,1861,930,0,2015,1 -15,231161,0.07,0.01,4251009092,8297,Yes,High School or below,Female,Yes,Single,95,\N,2,1,92,Others,431,IA,302,7,No,No,0.18,3562,508,0,2015,2 -17,36118,0.03,0,4251084665,8298,Yes,High School or below,Female,No,Married,66,\N,0,3,62,Others,108,DE,401,42,No,No,0.71,8765,796,0,2015,1 -17,36118,0.03,0,4251084665,8298,Yes,High School or below,Female,No,Married,66,\N,0,3,62,Others,108,DE,401,42,No,No,0.71,2674,668,0,2015,2 -19,91076,0.06,0,4251063068,8299,No,High School or below,Male,Yes,Single,36,\N,1,5,31,Others,284,WY,0,77,No,No,0.24,2507,626,0,2015,1 -19,91076,0.06,0,4251063068,8299,No,High School or below,Male,Yes,Single,36,\N,1,5,31,Others,284,WY,0,77,No,No,0.24,1981,660,0,2015,2 -19,91076,0.06,0,4251063068,8299,No,High School or below,Male,Yes,Single,36,\N,1,5,31,Others,284,WY,0,77,No,No,0.24,1291,1291,0,2015,3 -22,146033,0.02,0.03,4251082275,8300,Yes,High School or below,Male,Yes,Married,7,\N,2,7,0,Others,460,TX,99,112,No,No,0.77,3890,778,0,2015,1 -22,146033,0.02,0.03,4251082275,8300,Yes,High School or below,Male,Yes,Married,7,\N,2,7,0,Others,460,TX,99,112,No,No,0.77,2267,755,0,2015,2 -24,200990,0.06,0.03,4251072354,8301,Yes,High School or below,Male,Yes,Single,98,\N,3,2,70,Others,136,OH,199,147,No,No,0.3,4883,697,0,2015,1 -24,200990,0.06,0.03,4251072354,8301,Yes,High School or below,Male,Yes,Single,98,\N,3,2,70,Others,136,OH,199,147,No,No,0.3,3878,775,0,2015,2 -40,199019,0,0.01,4251064526,8302,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,7,10,Others,496,AK,202,7,No,No,0.51,4346,869,0,2015,1 -40,199019,0,0.01,4251064526,8302,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,7,10,Others,496,AK,202,7,No,No,0.51,4143,828,0,2015,2 -42,3977,0.03,0,4251055671,8303,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,3,1,80,Others,173,VT,301,42,No,Yes,0.05,1590,530,0,2015,1 -42,3977,0.03,0,4251055671,8303,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,3,1,80,Others,173,VT,301,42,No,Yes,0.05,2573,857,0,2015,2 -44,58934,0.07,0,4251023485,8304,Yes,Bachelor or equivalent,Female,No,Married,47,\N,0,3,49,Others,349,PA,401,77,No,No,0.58,4637,772,0,2015,1 -44,58934,0.07,0,4251023485,8304,Yes,Bachelor or equivalent,Female,No,Married,47,\N,0,3,49,Others,349,PA,401,77,No,No,0.58,2950,983,0,2015,2 -46,113892,0.02,0.03,4251071388,8305,Yes,Master or equivalent,Female,Yes,Single,18,\N,2,5,18,Others,25,NJ,0,112,No,No,0.11,5034,839,0,2015,1 -46,113892,0.02,0.03,4251071388,8305,Yes,Master or equivalent,Female,Yes,Single,18,\N,2,5,18,Others,25,NJ,0,112,No,No,0.11,1562,390,0,2015,2 -62,111921,0.04,0.01,4251065909,8306,Yes,High School or below,Female,Yes,Married,25,\N,0,3,59,Others,385,WA,3,222,No,Yes,0.32,719,359,1,2015,1 -62,111921,0.04,0.01,4251065909,8306,Yes,High School or below,Female,Yes,Married,25,\N,0,3,59,Others,385,WA,3,222,No,Yes,0.32,1076,1076,1,2015,2 -64,166878,0,0.01,4251061581,8307,Yes,High School or below,Female,Yes,Single,116,\N,1,5,28,Others,62,SC,103,7,No,No,0.85,4549,909,0,2015,1 -64,166878,0,0.01,4251061581,8307,Yes,High School or below,Female,Yes,Single,116,\N,1,5,28,Others,62,SC,103,7,No,No,0.85,3846,641,0,2015,2 -64,166878,0,0.01,4251061581,8307,Yes,High School or below,Female,Yes,Single,116,\N,1,5,28,Others,62,SC,103,7,No,No,0.85,67,67,0,2015,3 -66,221836,0.04,0,4251032268,8308,Yes,High School or below,Male,Yes,Married,87,\N,3,7,97,Others,238,NY,202,42,No,No,0.38,2377,475,0,2015,1 -66,221836,0.04,0,4251032268,8308,Yes,High School or below,Male,Yes,Married,87,\N,3,7,97,Others,238,NY,202,42,No,No,0.38,3934,786,0,2015,2 -66,221836,0.04,0,4251032268,8308,Yes,High School or below,Male,Yes,Married,87,\N,3,7,97,Others,238,NY,202,42,No,No,0.38,1014,1014,0,2015,3 -68,26793,0.07,0,4251022910,8309,Yes,High School or below,Male,Yes,Single,58,\N,0,1,67,Others,414,MO,301,77,No,No,0.91,1199,399,0,2015,1 -68,26793,0.07,0,4251022910,8309,Yes,High School or below,Male,Yes,Single,58,\N,0,1,67,Others,414,MO,301,77,No,No,0.91,1840,613,0,2015,2 -16,24822,0.01,0.01,4251032254,8310,Yes,High School or below,Male,Yes,Married,65,\N,2,7,7,Others,274,TN,305,187,No,No,0.12,3312,662,1,2015,1 -16,24822,0.01,0.01,4251032254,8310,Yes,High School or below,Male,Yes,Married,65,\N,2,7,7,Others,274,TN,305,187,No,No,0.12,2873,478,1,2015,2 -18,79779,0.05,0.01,4251057091,8311,Yes,High School or below,Male,No,Single,36,\N,0,1,77,Others,450,ND,404,222,No,No,0.65,2128,1064,0,2015,1 -18,79779,0.05,0.01,4251057091,8311,Yes,High School or below,Male,No,Single,36,\N,0,1,77,Others,450,ND,404,222,No,No,0.65,2082,694,0,2015,2 -21,134737,0.01,0.01,4251092087,8312,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,1,3,46,Others,127,NE,3,7,No,No,0.18,2740,685,0,2015,1 -21,134737,0.01,0.01,4251092087,8312,Yes,Bachelor or equivalent,Female,Yes,Married,7,\N,1,3,46,Others,127,NE,3,7,No,No,0.18,1972,493,0,2015,2 -23,189694,0.04,0,4251096724,8313,Yes,Bachelor or equivalent,Female,Yes,Married,98,\N,2,5,15,Others,303,MD,103,42,No,No,0.71,7395,924,0,2015,1 -23,189694,0.04,0,4251096724,8313,Yes,Bachelor or equivalent,Female,Yes,Married,98,\N,2,5,15,Others,303,MD,103,42,No,No,0.71,3904,650,0,2015,2 -25,244652,0,0,4251051093,8314,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,3,0,85,Others,479,ID,202,77,No,Yes,0.24,3510,702,0,2015,1 -25,244652,0,0,4251051093,8314,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,3,0,85,Others,479,ID,202,77,No,Yes,0.24,842,421,0,2015,2 -41,242681,0.02,0.01,4251017776,8315,Yes,Master or equivalent,Female,No,Single,76,\N,2,5,25,Others,339,NH,205,187,No,No,0.46,6228,778,0,2015,1 -41,242681,0.02,0.01,4251017776,8315,Yes,Master or equivalent,Female,No,Single,76,\N,2,5,25,Others,339,NH,205,187,No,No,0.46,4745,790,0,2015,2 -43,47638,0.06,0.01,4251029263,8316,Yes,PhD or equivalent,Female,Yes,Single,47,\N,3,7,94,Others,15,MI,305,222,No,No,0.99,2808,702,0,2015,1 -43,47638,0.06,0.01,4251029263,8316,Yes,PhD or equivalent,Female,Yes,Single,47,\N,3,7,94,Others,15,MI,305,222,No,No,0.99,1178,294,0,2015,2 -45,102596,0.01,0.01,4251023893,8317,Yes,High School or below,Male,No,Married,18,\N,0,1,64,Others,192,IN,404,7,No,No,0.52,7165,716,0,2015,1 -45,102596,0.01,0.01,4251023893,8317,Yes,High School or below,Male,No,Married,18,\N,0,1,64,Others,192,IN,404,7,No,No,0.52,327,163,0,2015,2 -47,157553,0.05,0,4251043678,8318,Yes,High School or below,Male,Yes,Single,109,\N,2,4,33,Others,368,CT,3,42,No,No,0.05,1965,280,0,2015,1 -47,157553,0.05,0,4251043678,8318,Yes,High School or below,Male,Yes,Single,109,\N,2,4,33,Others,368,CT,3,42,No,No,0.05,3826,956,0,2015,2 -78,18453,0.03,0.01,4251077391,8319,No,High School or below,Female,Yes,Single,47,\N,3,1,52,Technology Related Job,40,FL,200,57,No,Yes,0.5,3443,860,0,2015,1 -78,18453,0.03,0.01,4251077391,8319,No,High School or below,Female,Yes,Single,47,\N,3,1,52,Technology Related Job,40,FL,200,57,No,Yes,0.5,3873,774,0,2015,2 -78,18453,0.03,0.01,4251077391,8319,No,High School or below,Female,Yes,Single,47,\N,3,1,52,Technology Related Job,40,FL,200,57,No,Yes,0.5,1929,964,0,2015,3 -65,210539,0.02,0.01,4251014054,8320,Yes,High School or below,Male,Yes,Single,87,\N,1,3,43,Others,404,KS,106,187,No,No,0.79,3838,959,0,2015,1 -65,210539,0.02,0.01,4251014054,8320,Yes,High School or below,Male,Yes,Single,87,\N,1,3,43,Others,404,KS,106,187,No,No,0.79,2200,550,0,2015,2 -68,15497,0.06,0.01,4251042278,8321,Yes,High School or below,Female,No,Married,58,\N,2,5,12,Others,81,FL,205,222,No,No,0.32,4938,617,0,2015,1 -68,15497,0.06,0.01,4251042278,8321,Yes,High School or below,Female,No,Married,58,\N,2,5,12,Others,81,FL,205,222,No,No,0.32,2848,569,0,2015,2 -70,70454,0.02,0.01,4251011080,8322,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,0,0,82,Others,257,AK,305,7,No,No,0.85,1261,420,0,2015,1 -70,70454,0.02,0.01,4251011080,8322,Yes,Bachelor or equivalent,Female,Yes,Single,29,\N,0,0,82,Others,257,AK,305,7,No,No,0.85,2985,746,0,2015,2 -32,181355,0,0.01,4251024033,8323,Yes,Bachelor or equivalent,Male,No,Single,86,\N,1,5,0,Technology Related Job,429,AR,2,22,No,No,0.31,4621,924,1,2015,1 -32,181355,0,0.01,4251024033,8323,Yes,Bachelor or equivalent,Male,No,Single,86,\N,1,5,0,Technology Related Job,429,AR,2,22,No,No,0.31,6808,680,1,2015,2 -34,236312,0.03,0.01,4251024639,8324,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,2,7,70,Technology Related Job,106,VA,101,57,No,No,0.84,5731,955,0,2015,1 -34,236312,0.03,0.01,4251024639,8324,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,2,7,70,Technology Related Job,106,VA,101,57,No,No,0.84,5436,906,0,2015,2 -22,178398,0.03,0.01,4251031498,8325,Yes,Master or equivalent,Male,Yes,Married,98,\N,1,1,61,Others,469,AR,7,187,No,No,0.12,4927,615,0,2015,1 -22,178398,0.03,0.01,4251031498,8325,Yes,Master or equivalent,Male,Yes,Married,98,\N,1,1,61,Others,469,AR,7,187,No,No,0.12,5610,935,0,2015,2 -24,233356,0.07,0.01,4251040236,8326,Yes,Master or equivalent,Male,Yes,Single,68,\N,2,3,30,Others,146,VA,106,222,No,No,0.65,2081,520,0,2015,1 -24,233356,0.07,0.01,4251040236,8326,Yes,Master or equivalent,Male,Yes,Single,68,\N,2,3,30,Others,146,VA,106,222,No,No,0.65,4660,776,0,2015,2 -26,38313,0.02,0.01,4251038294,8327,Yes,PhD or equivalent,Female,No,Married,39,\N,3,6,0,Others,322,RI,205,7,No,No,0.19,4775,795,0,2015,1 -26,38313,0.02,0.01,4251038294,8327,Yes,PhD or equivalent,Female,No,Married,39,\N,3,6,0,Others,322,RI,205,7,No,No,0.19,1792,597,0,2015,2 -57,149213,0,0.01,4251066539,8328,Yes,High School or below,Male,Yes,Married,97,\N,0,3,18,Technology Related Job,494,SD,402,22,No,No,0.64,4198,599,0,2015,1 -57,149213,0,0.01,4251066539,8328,Yes,High School or below,Male,Yes,Married,97,\N,0,3,18,Technology Related Job,494,SD,402,22,No,No,0.64,3268,653,0,2015,2 -59,204171,0.04,0.01,4251020491,8329,Yes,High School or below,Male,No,Single,68,\N,2,5,87,Technology Related Job,171,ND,1,57,No,No,0.17,4945,824,0,2015,1 -59,204171,0.04,0.01,4251020491,8329,Yes,High School or below,Male,No,Single,68,\N,2,5,87,Technology Related Job,171,ND,1,57,No,No,0.17,2605,521,0,2015,2 -59,204171,0.04,0.01,4251020491,8329,Yes,High School or below,Male,No,Single,68,\N,2,5,87,Technology Related Job,171,ND,1,57,No,No,0.17,1331,665,0,2015,3 -46,146257,0.03,0.01,4251058601,8330,Yes,High School or below,Female,Yes,Single,108,\N,0,7,79,Others,35,SD,407,187,No,No,0.46,1931,482,0,2015,1 -46,146257,0.03,0.01,4251058601,8330,Yes,High School or below,Female,Yes,Single,108,\N,0,7,79,Others,35,SD,407,187,No,No,0.46,4000,800,0,2015,2 -49,201214,0.07,0.01,4251063301,8331,Yes,High School or below,Female,Yes,Married,79,\N,1,2,48,Others,211,ND,6,222,No,No,0.99,1371,342,1,2015,1 -49,201214,0.07,0.01,4251063301,8331,Yes,High School or below,Female,Yes,Married,79,\N,1,2,48,Others,211,ND,6,222,No,No,0.99,5612,801,1,2015,2 -79,62115,0.05,0.01,4251010436,8332,Yes,High School or below,Male,Yes,Married,17,\N,3,7,67,Others,383,OK,203,237,No,No,0.44,2726,454,1,2015,1 -79,62115,0.05,0.01,4251010436,8332,Yes,High School or below,Male,Yes,Married,17,\N,3,7,67,Others,383,OK,203,237,No,No,0.44,4413,735,1,2015,2 -13,117072,0.01,0.01,4251025858,8333,Yes,Bachelor or equivalent,Female,No,Single,108,\N,0,1,36,Technology Related Job,59,NV,303,22,No,No,0.98,2275,758,0,2015,1 -13,117072,0.01,0.01,4251025858,8333,Yes,Bachelor or equivalent,Female,No,Single,108,\N,0,1,36,Technology Related Job,59,NV,303,22,No,No,0.98,6881,764,0,2015,2 -15,172030,0.04,0,4251014673,8334,Yes,Bachelor or equivalent,Female,Yes,Married,79,\N,1,4,5,Technology Related Job,236,MA,402,57,No,No,0.51,6163,880,0,2015,1 -15,172030,0.04,0,4251014673,8334,Yes,Bachelor or equivalent,Female,Yes,Married,79,\N,1,4,5,Technology Related Job,236,MA,402,57,No,No,0.51,2023,674,0,2015,2 -71,114116,0.04,0.01,4251042467,8335,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,0,6,97,Others,100,NH,308,187,No,No,0.79,5623,702,0,2015,1 -71,114116,0.04,0.01,4251042467,8335,Yes,Bachelor or equivalent,Male,Yes,Married,119,\N,0,6,97,Others,100,NH,308,187,No,No,0.79,7269,1038,0,2015,2 -33,225016,0.02,0.02,4251081813,8336,Yes,Master or equivalent,Female,Yes,Married,57,\N,1,3,15,Others,272,NJ,5,202,No,No,0.25,4140,517,0,2015,1 -33,225016,0.02,0.02,4251081813,8336,Yes,Master or equivalent,Female,Yes,Married,57,\N,1,3,15,Others,272,NJ,5,202,No,No,0.25,2502,625,0,2015,2 -35,29974,0.06,0.01,4251061987,8337,Yes,Master or equivalent,Male,Yes,Single,28,\N,2,5,84,Others,448,MN,104,237,No,No,0.78,4069,581,0,2015,1 -35,29974,0.06,0.01,4251061987,8337,Yes,Master or equivalent,Male,Yes,Single,28,\N,2,5,84,Others,448,MN,104,237,No,No,0.78,4042,1010,0,2015,2 -38,84931,0.01,0.01,4251011535,8338,Yes,PhD or equivalent,Male,Yes,Married,119,\N,3,0,54,Technology Related Job,125,KS,203,22,No,No,0.31,3145,629,0,2015,1 -38,84931,0.01,0.01,4251011535,8338,Yes,PhD or equivalent,Male,Yes,Married,119,\N,3,0,54,Technology Related Job,125,KS,203,22,No,No,0.31,2815,703,0,2015,2 -38,84931,0.01,0.01,4251011535,8338,Yes,PhD or equivalent,Male,Yes,Married,119,\N,3,0,54,Technology Related Job,125,KS,203,22,No,No,0.31,880,880,0,2015,3 -40,139888,0.05,0,4251016686,8339,Yes,High School or below,Female,No,Single,90,\N,1,2,23,Technology Related Job,301,DE,303,57,No,No,0.84,3216,643,0,2015,1 -40,139888,0.05,0,4251016686,8339,Yes,High School or below,Female,No,Single,90,\N,1,2,23,Technology Related Job,301,DE,303,57,No,No,0.84,3823,637,0,2015,2 -56,137917,0.07,0.02,4251084728,8340,Yes,High School or below,Male,No,Married,97,\N,3,7,64,Others,161,MO,306,167,No,No,0.05,5000,833,0,2015,1 -56,137917,0.07,0.02,4251084728,8340,Yes,High School or below,Male,No,Married,97,\N,3,7,64,Others,161,MO,306,167,No,No,0.05,5024,502,0,2015,2 -58,192875,0.03,0.02,4251071671,8341,Yes,High School or below,Female,Yes,Single,68,\N,0,1,33,Others,337,LA,405,202,Yes,Yes,0.58,3711,742,1,2015,1 -58,192875,0.03,0.02,4251071671,8341,Yes,High School or below,Female,Yes,Single,68,\N,0,1,33,Others,337,LA,405,202,Yes,Yes,0.58,1739,869,1,2015,2 -60,247832,0.06,0.01,4251009642,8342,Yes,High School or below,Female,Yes,Married,39,\N,2,4,2,Technology Related Job,13,GA,5,237,No,No,0.11,6024,860,0,2015,1 -60,247832,0.06,0.01,4251009642,8342,Yes,High School or below,Female,Yes,Married,39,\N,2,4,2,Technology Related Job,13,GA,5,237,No,No,0.11,3058,1019,0,2015,2 -62,52790,0.02,0.01,4251078531,8343,Yes,High School or below,Female,Yes,Married,10,\N,3,6,72,Technology Related Job,190,AZ,104,22,No,No,0.64,2638,439,0,2015,1 -62,52790,0.02,0.01,4251078531,8343,Yes,High School or below,Female,Yes,Married,10,\N,3,6,72,Technology Related Job,190,AZ,104,22,No,No,0.64,2926,975,0,2015,2 -62,52790,0.02,0.01,4251078531,8343,Yes,High School or below,Female,Yes,Married,10,\N,3,6,72,Technology Related Job,190,AZ,104,22,No,No,0.64,310,310,0,2015,3 -78,50819,0.04,0.02,4251094919,8344,Yes,Bachelor or equivalent,Female,Yes,Married,17,\N,1,3,12,Others,50,MD,107,132,No,No,0.85,5567,795,0,2015,1 -78,50819,0.04,0.02,4251094919,8344,Yes,Bachelor or equivalent,Female,Yes,Married,17,\N,1,3,12,Others,50,MD,107,132,No,No,0.85,3811,635,0,2015,2 -12,105776,0,0.02,4251027585,8345,Yes,Bachelor or equivalent,Female,Yes,Single,108,\N,2,5,81,Others,226,ID,207,167,No,No,0.39,3301,660,0,2015,1 -12,105776,0,0.02,4251027585,8345,Yes,Bachelor or equivalent,Female,Yes,Single,108,\N,2,5,81,Others,226,ID,207,167,No,No,0.39,2001,667,0,2015,2 -14,160734,0.03,0.02,4251021556,8346,Yes,Bachelor or equivalent,Male,No,Single,79,\N,0,0,51,Others,402,CA,306,202,No,No,0.92,5542,923,0,2015,1 -14,160734,0.03,0.02,4251021556,8346,Yes,Bachelor or equivalent,Male,No,Single,79,\N,0,0,51,Others,402,CA,306,202,No,No,0.92,2701,540,0,2015,2 -17,215691,0.07,0.01,4251046741,8347,Yes,Master or equivalent,Male,Yes,Married,49,\N,1,2,20,Technology Related Job,79,WV,405,237,No,No,0.45,3401,680,0,2015,1 -17,215691,0.07,0.01,4251046741,8347,Yes,Master or equivalent,Male,Yes,Married,49,\N,1,2,20,Technology Related Job,79,WV,405,237,No,No,0.45,3513,501,0,2015,2 -32,213720,0.01,0.03,4251098726,8348,Yes,High School or below,Male,Yes,Married,57,\N,3,7,61,Others,439,IA,409,97,No,No,0.66,4358,622,0,2015,1 -32,213720,0.01,0.03,4251098726,8348,Yes,High School or below,Male,Yes,Married,57,\N,3,7,61,Others,439,IA,409,97,No,No,0.66,2263,754,0,2015,2 -35,18677,0.04,0.02,4251041089,8349,Yes,High School or below,Male,Yes,Married,28,\N,1,1,30,Others,115,CT,8,132,No,No,0.19,2549,637,0,2015,1 -35,18677,0.04,0.02,4251041089,8349,Yes,High School or below,Male,Yes,Married,28,\N,1,1,30,Others,115,CT,8,132,No,No,0.19,4619,923,0,2015,2 -35,18677,0.04,0.02,4251041089,8349,Yes,High School or below,Male,Yes,Married,28,\N,1,1,30,Others,115,CT,8,132,No,No,0.19,361,361,0,2015,3 -37,73635,0,0.02,4251016793,8350,Yes,High School or below,Female,Yes,Single,119,\N,2,3,99,Others,291,WY,107,167,No,No,0.72,5143,642,0,2015,1 -37,73635,0,0.02,4251016793,8350,Yes,High School or below,Female,Yes,Single,119,\N,2,3,99,Others,291,WY,107,167,No,No,0.72,1309,436,0,2015,2 -39,128592,0.04,0.02,4251030310,8351,Yes,High School or below,Female,Yes,Married,89,\N,3,6,69,Others,467,TN,207,202,No,No,0.25,2168,542,0,2015,1 -39,128592,0.04,0.02,4251030310,8351,Yes,High School or below,Female,Yes,Married,89,\N,3,6,69,Others,467,TN,207,202,No,No,0.25,2765,553,0,2015,2 -55,126621,0.06,0.03,4251057969,8352,Yes,High School or below,Female,Yes,Single,97,\N,2,3,9,Others,328,FL,210,62,No,No,0.46,2159,719,0,2015,1 -55,126621,0.06,0.03,4251057969,8352,Yes,High School or below,Female,Yes,Single,97,\N,2,3,9,Others,328,FL,210,62,No,No,0.46,2825,706,0,2015,2 -57,181579,0.01,0.03,4251054501,8353,Yes,Bachelor or equivalent,Female,Yes,Married,68,\N,3,5,78,Others,4,AK,309,97,No,No,0.99,3242,648,0,2015,1 -59,236536,0.05,0.02,4251089690,8354,Yes,Bachelor or equivalent,Male,Yes,Single,39,\N,0,7,48,Others,180,VT,409,132,No,No,0.52,964,482,0,2015,1 -59,236536,0.05,0.02,4251089690,8354,Yes,Bachelor or equivalent,Male,Yes,Single,39,\N,0,7,48,Others,180,VT,409,132,No,No,0.52,2682,670,0,2015,2 -61,41494,0.01,0.02,4251075876,8355,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,1,2,17,Others,356,OR,8,167,No,No,0.05,5186,576,0,2015,1 -61,41494,0.01,0.02,4251075876,8355,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,1,2,17,Others,356,OR,8,167,No,No,0.05,4601,657,0,2015,2 -61,41494,0.01,0.02,4251075876,8355,Yes,Bachelor or equivalent,Male,Yes,Married,9,\N,1,2,17,Others,356,OR,8,167,No,No,0.05,1021,1021,0,2015,3 -63,96451,0.04,0.02,4251044193,8356,No,Bachelor or equivalent,Male,Yes,Single,100,\N,3,4,87,Others,33,NJ,107,202,No,No,0.58,7018,877,0,2015,1 -63,96451,0.04,0.02,4251044193,8356,No,Bachelor or equivalent,Male,Yes,Single,100,\N,3,4,87,Others,33,NJ,107,202,No,No,0.58,3609,721,0,2015,2 -79,94480,0.06,0.03,4251077382,8357,Yes,Master or equivalent,Male,No,Married,108,\N,1,1,27,Others,393,WA,111,62,No,No,0.8,4343,723,0,2015,1 -79,94480,0.06,0.03,4251077382,8357,Yes,Master or equivalent,Male,No,Married,108,\N,1,1,27,Others,393,WA,111,62,No,No,0.8,1687,421,0,2015,2 -13,149437,0.02,0.03,4251030303,8358,Yes,PhD or equivalent,Male,Yes,Single,79,\N,2,3,96,Others,69,RI,210,97,No,No,0.33,6100,762,0,2015,1 -13,149437,0.02,0.03,4251030303,8358,Yes,PhD or equivalent,Male,Yes,Single,79,\N,2,3,96,Others,69,RI,210,97,No,No,0.33,1319,329,0,2015,2 -16,204395,0.05,0.02,4251057401,8359,Yes,High School or below,Female,Yes,Married,49,\N,0,6,66,Others,245,NY,309,132,No,No,0.86,1725,575,1,2015,1 -16,204395,0.05,0.02,4251057401,8359,Yes,High School or below,Female,Yes,Married,49,\N,0,6,66,Others,245,NY,309,132,No,No,0.86,4949,707,1,2015,2 -18,9352,0.01,0.02,4251094577,8360,Yes,High School or below,Female,Yes,Single,20,\N,1,0,35,Others,421,MS,408,166,No,No,0.39,4359,726,0,2015,1 -18,9352,0.01,0.02,4251094577,8360,Yes,High School or below,Female,Yes,Single,20,\N,1,0,35,Others,421,MS,408,166,No,No,0.39,6703,837,0,2015,2 -48,120253,0.07,0.02,4251086894,8361,Yes,High School or below,Male,Yes,Single,78,\N,2,5,54,Technology Related Job,94,MT,105,181,No,No,0.84,3685,921,0,2015,1 -48,120253,0.07,0.02,4251086894,8361,Yes,High School or below,Male,Yes,Single,78,\N,2,5,54,Technology Related Job,94,MT,105,181,No,No,0.84,4785,598,0,2015,2 -36,62339,0.07,0.03,4251043592,8362,Yes,High School or below,Female,Yes,Single,118,\N,1,7,45,Others,458,ND,11,61,No,No,0.13,2398,1199,0,2015,1 -36,62339,0.07,0.03,4251043592,8362,Yes,High School or below,Female,Yes,Single,118,\N,1,7,45,Others,458,ND,11,61,No,No,0.13,4468,744,0,2015,2 -38,117296,0.02,0.03,4251089254,8363,Yes,High School or below,Male,No,Married,89,\N,2,2,14,Others,134,NE,110,96,No,No,0.66,3137,522,1,2015,1 -38,117296,0.02,0.03,4251089254,8363,Yes,High School or below,Male,No,Married,89,\N,2,2,14,Others,134,NE,110,96,No,No,0.66,2890,722,1,2015,2 -40,172254,0.06,0.02,4251019435,8364,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,3,4,84,Others,310,ME,210,131,No,No,0.19,3981,663,0,2015,1 -40,172254,0.06,0.02,4251019435,8364,Yes,Bachelor or equivalent,Male,Yes,Single,60,\N,3,4,84,Others,310,ME,210,131,No,No,0.19,3693,738,0,2015,2 -71,33154,0.04,0.03,4251091118,8365,Yes,Bachelor or equivalent,Female,Yes,Single,118,\N,0,1,2,Technology Related Job,483,MA,407,146,No,No,0.65,3864,772,0,2015,1 -71,33154,0.04,0.03,4251091118,8365,Yes,Bachelor or equivalent,Female,Yes,Single,118,\N,0,1,2,Technology Related Job,483,MA,407,146,No,No,0.65,6924,865,0,2015,2 -73,88111,0,0.02,4251091410,8366,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,2,4,71,Technology Related Job,159,IN,6,181,No,No,0.18,1802,450,0,2015,1 -73,88111,0,0.02,4251091410,8366,Yes,Bachelor or equivalent,Male,Yes,Married,89,\N,2,4,71,Technology Related Job,159,IN,6,181,No,No,0.18,2905,726,0,2015,2 -60,30197,0.07,0.03,4251066505,8367,Yes,Master or equivalent,Female,Yes,Married,9,\N,0,5,63,Others,23,MA,412,61,No,No,0.46,2327,581,0,2015,1 -60,30197,0.07,0.03,4251066505,8367,Yes,Master or equivalent,Female,Yes,Married,9,\N,0,5,63,Others,23,MA,412,61,No,No,0.46,4257,709,0,2015,2 -63,85155,0.03,0.03,4251097022,8368,Yes,Master or equivalent,Female,Yes,Single,100,\N,1,0,32,Others,199,IN,11,96,No,No,0.99,2450,490,0,2015,1 -63,85155,0.03,0.03,4251097022,8368,Yes,Master or equivalent,Female,Yes,Single,100,\N,1,0,32,Others,199,IN,11,96,No,No,0.99,5729,716,0,2015,2 -25,196055,0.01,0.03,4251085884,8369,Yes,PhD or equivalent,Male,No,Single,38,\N,3,5,51,Technology Related Job,372,KS,208,111,No,No,0.45,5541,923,0,2015,1 -25,196055,0.01,0.03,4251085884,8369,Yes,PhD or equivalent,Male,No,Single,38,\N,3,5,51,Technology Related Job,372,KS,208,111,No,No,0.45,2651,662,0,2015,2 -27,1013,0.05,0.03,4251024335,8370,Yes,High School or below,Female,Yes,Married,9,\N,0,7,20,Technology Related Job,48,DE,307,146,No,No,0.98,2285,761,0,2015,1 -27,1013,0.05,0.03,4251024335,8370,Yes,High School or below,Female,Yes,Married,9,\N,0,7,20,Technology Related Job,48,DE,307,146,No,No,0.98,3929,785,0,2015,2 -29,55970,0,0.02,4251068547,8371,Yes,High School or below,Female,Yes,Single,100,\N,1,2,89,Technology Related Job,224,AL,407,181,No,No,0.51,5813,484,0,2015,1 -29,55970,0,0.02,4251068547,8371,Yes,High School or below,Female,Yes,Single,100,\N,1,2,89,Technology Related Job,224,AL,407,181,No,No,0.51,711,711,0,2015,2 -17,248056,0,0.03,4251054471,8372,Yes,High School or below,Male,Yes,Single,20,\N,3,4,81,Others,88,FL,312,61,Yes,No,0.8,2639,659,0,2015,1 -17,248056,0,0.03,4251054471,8372,Yes,High School or below,Male,Yes,Single,20,\N,3,4,81,Others,88,FL,312,61,Yes,No,0.8,1124,562,0,2015,2 -19,53014,0.03,0.03,4251075933,8373,Yes,High School or below,Male,Yes,Single,111,\N,1,6,50,Others,264,AL,412,96,No,No,0.33,5983,854,0,2015,1 -19,53014,0.03,0.03,4251075933,8373,Yes,High School or below,Male,Yes,Single,111,\N,1,6,50,Others,264,AL,412,96,No,No,0.33,3614,722,0,2015,2 -49,163914,0.02,0.03,4251064601,8374,Yes,High School or below,Female,Yes,Married,49,\N,2,3,68,Technology Related Job,437,AZ,109,111,No,No,0.79,854,284,0,2015,1 -49,163914,0.02,0.03,4251064601,8374,Yes,High School or below,Female,Yes,Married,49,\N,2,3,68,Technology Related Job,437,AZ,109,111,No,No,0.79,1949,389,0,2015,2 -52,218871,0.05,0.03,4251058821,8375,Yes,Bachelor or equivalent,Male,No,Single,20,\N,3,6,38,Technology Related Job,113,VA,208,146,No,No,0.32,2858,571,0,2015,1 -52,218871,0.05,0.03,4251058821,8375,Yes,Bachelor or equivalent,Male,No,Single,20,\N,3,6,38,Technology Related Job,113,VA,208,146,No,No,0.32,3280,656,0,2015,2 -54,23829,0.01,0.02,4251068388,8376,No,Bachelor or equivalent,Male,Yes,Single,110,\N,0,0,7,Technology Related Job,289,PA,307,181,No,No,0.85,3890,972,0,2015,1 -54,23829,0.01,0.02,4251068388,8376,No,Bachelor or equivalent,Male,Yes,Single,110,\N,0,0,7,Technology Related Job,289,PA,307,181,No,No,0.85,4012,802,0,2015,2 -41,215915,0,0.03,4251089704,8377,Yes,Master or equivalent,Female,Yes,Single,31,\N,3,2,98,Others,153,VA,213,61,No,Yes,0.13,3819,954,1,2015,1 -41,215915,0,0.03,4251089704,8377,Yes,Master or equivalent,Female,Yes,Single,31,\N,3,2,98,Others,153,VA,213,61,No,Yes,0.13,1762,587,1,2015,2 -72,76815,0.06,0.03,4251088436,8378,Yes,Master or equivalent,Male,Yes,Married,89,\N,0,7,17,Technology Related Job,326,WV,410,76,No,No,0.59,2747,549,0,2015,1 -72,76815,0.06,0.03,4251088436,8378,Yes,Master or equivalent,Male,Yes,Married,89,\N,0,7,17,Technology Related Job,326,WV,410,76,No,No,0.59,1849,616,0,2015,2 -74,131773,0.02,0.03,4251088856,8379,Yes,Master or equivalent,Female,Yes,Married,60,\N,1,2,86,Technology Related Job,2,SC,9,111,No,Yes,0.12,4439,739,0,2015,1 -74,131773,0.02,0.03,4251088856,8379,Yes,Master or equivalent,Female,Yes,Married,60,\N,1,2,86,Technology Related Job,2,SC,9,111,No,Yes,0.12,1003,334,0,2015,2 -76,186730,0.06,0.03,4251011073,8380,Yes,High School or below,Female,Yes,Single,30,\N,3,4,56,Technology Related Job,178,NC,109,146,No,No,0.65,2156,431,0,2015,1 -76,186730,0.06,0.03,4251011073,8380,Yes,High School or below,Female,Yes,Single,30,\N,3,4,56,Technology Related Job,178,NC,109,146,No,No,0.65,3853,963,0,2015,2 -78,241688,0.01,0.02,4251016704,8381,Yes,High School or below,Female,No,Married,1,\N,0,6,25,Technology Related Job,354,MT,208,181,No,No,0.18,3424,856,0,2015,2 -66,183774,0.01,0.03,4251020556,8382,Yes,High School or below,Female,No,Married,42,\N,2,0,16,Others,218,NC,114,61,No,No,0.47,7733,859,0,2015,1 -66,183774,0.01,0.03,4251020556,8382,Yes,High School or below,Female,No,Married,42,\N,2,0,16,Others,218,NC,114,61,No,No,0.47,4740,526,0,2015,2 -28,44674,0.07,0.03,4251051672,8383,Yes,High School or below,Male,Yes,Married,99,\N,0,6,35,Technology Related Job,391,OH,311,76,No,No,0.92,3016,430,0,2015,1 -28,44674,0.07,0.03,4251051672,8383,Yes,High School or below,Male,Yes,Married,99,\N,0,6,35,Technology Related Job,391,OH,311,76,No,No,0.92,7491,1070,0,2015,2 -31,99632,0.03,0.03,4251088634,8384,Yes,High School or below,Male,Yes,Single,70,\N,1,0,4,Technology Related Job,67,NV,410,111,No,No,0.45,2883,576,0,2015,1 -31,99632,0.03,0.03,4251088634,8384,Yes,High School or below,Male,Yes,Single,70,\N,1,0,4,Technology Related Job,67,NV,410,111,No,No,0.45,2159,539,0,2015,2 -33,154589,0.06,0.03,4251091538,8385,Yes,High School or below,Male,Yes,Married,41,\N,2,2,73,Technology Related Job,243,MD,9,146,No,No,0.98,3316,552,0,2015,1 -33,154589,0.06,0.03,4251091538,8385,Yes,High School or below,Male,Yes,Married,41,\N,2,2,73,Technology Related Job,243,MD,9,146,No,No,0.98,3578,894,0,2015,2 -35,209546,0.02,0.02,4251012218,8386,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,4,43,Technology Related Job,419,IL,108,181,No,No,0.52,5180,863,0,2015,1 -35,209546,0.02,0.02,4251012218,8386,Yes,Bachelor or equivalent,Female,Yes,Single,12,\N,3,4,43,Technology Related Job,419,IL,108,181,No,No,0.52,842,421,0,2015,2 -51,207575,0.04,0,4251096543,8387,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,2,2,83,Technology Related Job,280,NJ,112,41,No,No,0.73,2457,491,0,2015,1 -51,207575,0.04,0,4251096543,8387,Yes,Bachelor or equivalent,Male,Yes,Married,19,\N,2,2,83,Technology Related Job,280,NJ,112,41,No,No,0.73,6093,870,0,2015,2 -53,12533,0.07,0.03,4251011973,8388,Yes,Master or equivalent,Female,Yes,Single,110,\N,3,4,53,Technology Related Job,456,MN,211,76,No,No,0.26,1953,976,0,2015,1 -53,12533,0.07,0.03,4251011973,8388,Yes,Master or equivalent,Female,Yes,Single,110,\N,3,4,53,Technology Related Job,456,MN,211,76,No,No,0.26,5247,874,0,2015,2 -53,12533,0.07,0.03,4251011973,8388,Yes,Master or equivalent,Female,Yes,Single,110,\N,3,4,53,Technology Related Job,456,MN,211,76,No,No,0.26,503,503,0,2015,3 -55,67490,0.03,0.03,4251043963,8389,Yes,Master or equivalent,Female,Yes,Married,81,\N,0,6,22,Technology Related Job,132,IA,310,111,No,No,0.79,3301,660,0,2015,1 -55,67490,0.03,0.03,4251043963,8389,Yes,Master or equivalent,Female,Yes,Married,81,\N,0,6,22,Technology Related Job,132,IA,310,111,No,No,0.79,1959,979,0,2015,2 -57,122448,0.07,0.03,4251099392,8390,Yes,PhD or equivalent,Male,Yes,Single,52,\N,2,0,91,Technology Related Job,308,DE,410,146,No,Yes,0.32,1657,414,0,2015,1 -57,122448,0.07,0.03,4251099392,8390,Yes,PhD or equivalent,Male,Yes,Single,52,\N,2,0,91,Technology Related Job,308,DE,410,146,No,Yes,0.32,4127,825,0,2015,2 -59,177405,0.02,0.02,4251071025,8391,Yes,High School or below,Male,Yes,Married,23,\N,3,2,61,Technology Related Job,485,WY,9,181,No,No,0.85,6440,920,0,2015,1 -59,177405,0.02,0.02,4251071025,8391,Yes,High School or below,Male,Yes,Married,23,\N,3,2,61,Technology Related Job,485,WY,9,181,No,No,0.85,3086,617,0,2015,2 -59,177405,0.02,0.02,4251071025,8391,Yes,High School or below,Male,Yes,Married,23,\N,3,2,61,Technology Related Job,485,WY,9,181,No,No,0.85,466,466,0,2015,3 -75,175434,0.04,0,4251099458,8392,Yes,High School or below,Male,No,Single,30,\N,1,0,1,Technology Related Job,345,KY,12,41,No,No,0.06,1264,632,0,2015,1 -75,175434,0.04,0,4251099458,8392,Yes,High School or below,Male,No,Single,30,\N,1,0,1,Technology Related Job,345,KY,12,41,No,No,0.06,2808,702,0,2015,2 -77,230392,0,0.03,4251033258,8393,Yes,High School or below,Male,Yes,Married,1,\N,3,2,70,Technology Related Job,21,GA,112,76,No,No,0.59,974,487,0,2015,1 -77,230392,0,0.03,4251033258,8393,Yes,High School or below,Male,Yes,Married,1,\N,3,2,70,Technology Related Job,21,GA,112,76,No,No,0.59,2160,540,0,2015,2 -12,35349,0.04,0.03,4251025199,8394,Yes,High School or below,Female,Yes,Single,92,\N,0,4,40,Technology Related Job,197,AK,211,111,No,No,0.12,1874,468,0,2015,1 -12,35349,0.04,0.03,4251025199,8394,Yes,High School or below,Female,Yes,Single,92,\N,0,4,40,Technology Related Job,197,AK,211,111,No,No,0.12,2327,465,0,2015,2 -12,35349,0.04,0.03,4251025199,8394,Yes,High School or below,Female,Yes,Single,92,\N,0,4,40,Technology Related Job,197,AK,211,111,No,No,0.12,592,592,0,2015,3 -14,90306,0.07,0.03,4251085485,8395,Yes,High School or below,Female,Yes,Married,63,\N,1,6,9,Technology Related Job,373,VT,310,146,No,No,0.65,7491,749,0,2015,1 -14,90306,0.07,0.03,4251085485,8395,Yes,High School or below,Female,Yes,Married,63,\N,1,6,9,Technology Related Job,373,VT,310,146,No,No,0.65,4987,997,0,2015,2 -30,88335,0.01,0,4251053825,8396,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,4,50,Technology Related Job,234,ID,314,6,No,No,0.86,1512,504,0,2015,1 -30,88335,0.01,0,4251053825,8396,Yes,Bachelor or equivalent,Female,Yes,Single,70,\N,3,4,50,Technology Related Job,234,ID,314,6,No,No,0.86,6197,1032,0,2015,2 -32,143293,0.05,0,4251049353,8397,Yes,Bachelor or equivalent,Female,Yes,Married,41,\N,1,6,19,Technology Related Job,410,CA,413,41,No,No,0.39,3945,563,0,2015,1 -32,143293,0.05,0,4251049353,8397,Yes,Bachelor or equivalent,Female,Yes,Married,41,\N,1,6,19,Technology Related Job,410,CA,413,41,No,No,0.39,2990,747,0,2015,2 -34,198250,0.01,0.03,4251069573,8398,Yes,Bachelor or equivalent,Female,No,Single,12,\N,2,0,88,Technology Related Job,86,WA,12,76,No,No,0.93,3088,772,0,2015,1 -34,198250,0.01,0.03,4251069573,8398,Yes,Bachelor or equivalent,Female,No,Single,12,\N,2,0,88,Technology Related Job,86,WA,12,76,No,No,0.93,3645,520,0,2015,2 -34,198250,0.01,0.03,4251069573,8398,Yes,Bachelor or equivalent,Female,No,Single,12,\N,2,0,88,Technology Related Job,86,WA,12,76,No,No,0.93,26,26,0,2015,3 -36,3208,0.04,0.03,4251097856,8399,Yes,Master or equivalent,Male,Yes,Married,103,\N,3,2,58,Technology Related Job,262,SC,112,111,No,No,0.46,6904,986,0,2015,1 -36,3208,0.04,0.03,4251097856,8399,Yes,Master or equivalent,Male,Yes,Married,103,\N,3,2,58,Technology Related Job,262,SC,112,111,No,No,0.46,2459,351,0,2015,2 -52,1237,0.06,0.01,4251046410,8400,Yes,High School or below,Female,Yes,Single,110,\N,2,0,98,Others,122,CT,115,221,No,No,0.67,4696,782,0,2015,1 -52,1237,0.06,0.01,4251046410,8400,Yes,High School or below,Female,Yes,Single,110,\N,2,0,98,Others,122,CT,115,221,No,No,0.67,4773,954,0,2015,2 -54,56194,0.02,0,4251030904,8401,Yes,High School or below,Male,Yes,Married,81,\N,3,2,67,Technology Related Job,299,WI,214,6,No,No,0.2,1586,793,0,2015,1 -54,56194,0.02,0,4251030904,8401,Yes,High School or below,Male,Yes,Married,81,\N,3,2,67,Technology Related Job,299,WI,214,6,No,No,0.2,7086,1012,0,2015,2 -56,111152,0.05,0,4251052044,8402,Yes,High School or below,Male,Yes,Single,52,\N,0,4,37,Technology Related Job,475,TN,314,41,No,No,0.73,3442,860,0,2015,1 -56,111152,0.05,0,4251052044,8402,Yes,High School or below,Male,Yes,Single,52,\N,0,4,37,Technology Related Job,475,TN,314,41,No,No,0.73,2117,423,0,2015,2 -58,166109,0.01,0.03,4251092405,8403,Yes,High School or below,Female,Yes,Married,23,\N,1,6,6,Technology Related Job,151,OH,413,76,No,No,0.26,5991,855,0,2015,1 -58,166109,0.01,0.03,4251092405,8403,Yes,High School or below,Female,Yes,Married,23,\N,1,6,6,Technology Related Job,151,OH,413,76,No,No,0.26,4212,842,0,2015,2 -58,166109,0.01,0.03,4251092405,8403,Yes,High School or below,Female,Yes,Married,23,\N,1,6,6,Technology Related Job,151,OH,413,76,No,No,0.26,842,842,0,2015,3 -61,221066,0.05,0.03,4251054945,8404,Yes,High School or below,Female,No,Married,113,\N,3,0,76,Technology Related Job,327,NE,12,111,No,No,0.79,7124,791,0,2015,1 -61,221066,0.05,0.03,4251054945,8404,Yes,High School or below,Female,No,Married,113,\N,3,0,76,Technology Related Job,327,NE,12,111,No,No,0.79,3504,350,0,2015,2 -61,221066,0.05,0.03,4251054945,8404,Yes,High School or below,Female,No,Married,113,\N,3,0,76,Technology Related Job,327,NE,12,111,No,No,0.79,498,498,0,2015,3 -77,219095,0.07,0,4251020447,8405,Yes,High School or below,Female,No,Married,1,\N,1,6,16,Others,188,UT,16,221,No,No,0,5542,923,0,2015,1 -77,219095,0.07,0,4251020447,8405,Yes,High School or below,Female,No,Married,1,\N,1,6,16,Others,188,UT,16,221,No,No,0,4436,887,0,2015,2 -79,24053,0.02,0,4251072155,8406,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,2,0,85,Technology Related Job,364,OR,115,6,No,No,0.53,2627,875,0,2015,1 -79,24053,0.02,0,4251072155,8406,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,2,0,85,Technology Related Job,364,OR,115,6,No,No,0.53,1537,384,0,2015,2 -13,79010,0.06,0,4251095258,8407,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,2,55,Technology Related Job,40,NH,214,41,No,No,0.06,3845,549,0,2015,1 -13,79010,0.06,0,4251095258,8407,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,2,55,Technology Related Job,40,NH,214,41,No,No,0.06,3613,602,0,2015,2 -13,79010,0.06,0,4251095258,8407,Yes,Bachelor or equivalent,Male,Yes,Single,62,\N,0,2,55,Technology Related Job,40,NH,214,41,No,No,0.06,1414,1414,0,2015,3 -15,133968,0.02,0.03,4251019880,8408,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,1,4,24,Technology Related Job,216,MI,314,76,No,No,0.59,5138,1284,1,2015,1 -15,133968,0.02,0.03,4251019880,8408,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,1,4,24,Technology Related Job,216,MI,314,76,No,No,0.59,4939,705,1,2015,2 -31,131997,0.04,0.01,4251030365,8409,Yes,Master or equivalent,Male,No,Married,41,\N,3,2,64,Others,76,RI,317,186,No,No,0.8,5086,1017,0,2015,1 -31,131997,0.04,0.01,4251030365,8409,Yes,Master or equivalent,Male,No,Married,41,\N,3,2,64,Others,76,RI,317,186,No,No,0.8,4987,712,0,2015,2 -33,186954,0.07,0,4251092507,8410,Yes,PhD or equivalent,Male,Yes,Married,12,\N,1,4,34,Others,253,NM,416,221,No,No,0.34,4315,719,1,2015,1 -33,186954,0.07,0,4251092507,8410,Yes,PhD or equivalent,Male,Yes,Married,12,\N,1,4,34,Others,253,NM,416,221,No,No,0.34,6113,679,1,2015,2 -35,241912,0.03,0,4251086980,8411,Yes,High School or below,Male,No,Single,102,\N,2,6,3,Technology Related Job,429,MS,16,6,No,No,0.87,2063,515,0,2015,1 -35,241912,0.03,0,4251086980,8411,Yes,High School or below,Male,No,Single,102,\N,2,6,3,Technology Related Job,429,MS,16,6,No,No,0.87,4153,830,0,2015,2 -37,46869,0.06,0,4251093751,8412,Yes,High School or below,Female,Yes,Married,73,\N,3,0,73,Technology Related Job,105,KY,115,41,No,No,0.4,1008,504,0,2015,1 -37,46869,0.06,0,4251093751,8412,Yes,High School or below,Female,Yes,Married,73,\N,3,0,73,Technology Related Job,105,KY,115,41,No,No,0.4,1579,526,0,2015,2 -40,101826,0.02,0.03,4251012101,8413,Yes,High School or below,Female,Yes,Single,44,\N,0,2,42,Technology Related Job,281,FL,214,76,No,No,0.93,2661,532,0,2015,1 -40,101826,0.02,0.03,4251012101,8413,Yes,High School or below,Female,Yes,Single,44,\N,0,2,42,Technology Related Job,281,FL,214,76,No,No,0.93,2594,648,0,2015,2 -55,99855,0.04,0.01,4251061946,8414,Yes,High School or below,Female,Yes,Married,52,\N,3,0,82,Others,141,MT,218,186,No,No,0.14,4559,651,0,2015,1 -55,99855,0.04,0.01,4251061946,8414,Yes,High School or below,Female,Yes,Married,52,\N,3,0,82,Others,141,MT,218,186,No,No,0.14,3197,532,0,2015,2 -58,154813,0,0,4251042108,8415,Yes,High School or below,Female,No,Single,22,\N,0,2,52,Others,318,ME,317,221,No,Yes,0.67,5228,1045,0,2015,1 -58,154813,0,0,4251042108,8415,Yes,High School or below,Female,No,Single,22,\N,0,2,52,Others,318,ME,317,221,No,Yes,0.67,2260,753,0,2015,2 -58,154813,0,0,4251042108,8415,Yes,High School or below,Female,No,Single,22,\N,0,2,52,Others,318,ME,317,221,No,Yes,0.67,716,358,0,2015,3 -60,209770,0.03,0,4251087431,8416,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,1,4,21,Technology Related Job,494,HI,416,6,No,No,0.2,2579,429,0,2015,1 -60,209770,0.03,0,4251087431,8416,Yes,Bachelor or equivalent,Male,Yes,Married,113,\N,1,4,21,Technology Related Job,494,HI,416,6,No,No,0.2,2548,637,0,2015,2 -62,14728,0.07,0,4251050619,8417,Yes,Bachelor or equivalent,Male,No,Single,84,\N,3,6,90,Technology Related Job,170,AR,15,41,No,No,0.73,5128,732,0,2015,1 -62,14728,0.07,0,4251050619,8417,Yes,Bachelor or equivalent,Male,No,Single,84,\N,3,6,90,Technology Related Job,170,AR,15,41,No,No,0.73,10465,951,0,2015,2 -24,125628,0.05,0,4251027466,8418,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,0,4,9,Non-technology Related Job,343,CO,212,56,No,No,0.19,6848,856,0,2015,1 -24,125628,0.05,0,4251027466,8418,Yes,Bachelor or equivalent,Female,Yes,Single,22,\N,0,4,9,Non-technology Related Job,343,CO,212,56,No,No,0.19,4275,855,0,2015,2 -12,67714,0.05,0.01,4251031184,8419,Yes,Master or equivalent,Male,Yes,Single,62,\N,2,6,0,Others,207,IL,118,186,No,No,0.47,5473,684,0,2015,1 -12,67714,0.05,0.01,4251031184,8419,Yes,Master or equivalent,Male,Yes,Single,62,\N,2,6,0,Others,207,IL,118,186,No,No,0.47,6179,772,0,2015,2 -14,122672,0,0,4251008199,8420,Yes,Master or equivalent,Female,Yes,Married,33,\N,0,0,70,Technology Related Job,383,CO,217,221,No,No,0,2695,673,0,2015,1 -14,122672,0,0,4251008199,8420,Yes,Master or equivalent,Female,Yes,Married,33,\N,0,0,70,Technology Related Job,383,CO,217,221,No,No,0,1950,487,0,2015,2 -14,122672,0,0,4251008199,8420,Yes,Master or equivalent,Female,Yes,Married,33,\N,0,0,70,Technology Related Job,383,CO,217,221,No,No,0,769,769,0,2015,3 -16,177629,0.04,0,4251040730,8421,Yes,PhD or equivalent,Female,No,Single,4,\N,1,2,39,Technology Related Job,59,WI,317,6,No,No,0.53,3893,778,0,2015,1 -16,177629,0.04,0,4251040730,8421,Yes,PhD or equivalent,Female,No,Single,4,\N,1,2,39,Technology Related Job,59,WI,317,6,No,No,0.53,1783,445,0,2015,2 -47,38529,0.02,0,4251050858,8422,Yes,High School or below,Male,Yes,Single,62,\N,2,0,57,Technology Related Job,232,AL,14,21,No,No,0.99,1402,467,0,2015,1 -47,38529,0.02,0,4251050858,8422,Yes,High School or below,Male,Yes,Single,62,\N,2,0,57,Technology Related Job,232,AL,14,21,No,No,0.99,5830,832,0,2015,2 -49,93487,0.06,0,4251090914,8423,Yes,High School or below,Male,No,Married,33,\N,3,2,27,Non-technology Related Job,408,TX,113,56,Yes,No,0.52,4046,809,0,2015,1 -49,93487,0.06,0,4251090914,8423,Yes,High School or below,Male,No,Married,33,\N,3,2,27,Non-technology Related Job,408,TX,113,56,Yes,No,0.52,4312,718,0,2015,2 -36,35573,0.05,0.01,4251016480,8424,Yes,High School or below,Female,Yes,Married,73,\N,2,4,18,Others,272,AL,19,186,No,No,0.81,4004,667,0,2015,1 -36,35573,0.05,0.01,4251016480,8424,Yes,High School or below,Female,Yes,Married,73,\N,2,4,18,Others,272,AL,19,186,No,No,0.81,6012,601,0,2015,2 -39,90530,0.01,0,4251023367,8425,Yes,High School or below,Male,Yes,Single,44,\N,3,6,87,Technology Related Job,448,TX,118,221,No,No,0.34,875,218,0,2015,1 -39,90530,0.01,0,4251023367,8425,Yes,High School or below,Male,Yes,Single,44,\N,3,6,87,Technology Related Job,448,TX,118,221,No,No,0.34,2609,521,0,2015,2 -69,201431,0.07,0.01,4251070822,8426,Yes,High School or below,Female,Yes,Single,102,\N,0,4,6,Technology Related Job,120,VT,315,236,No,No,0.79,4605,767,0,2015,1 -69,201431,0.07,0.01,4251070822,8426,Yes,High School or below,Female,Yes,Single,102,\N,0,4,6,Technology Related Job,120,VT,315,236,No,No,0.79,2469,493,0,2015,2 -71,6388,0.03,0,4251062810,8427,Yes,Bachelor or equivalent,Female,No,Married,73,\N,1,6,75,Non-technology Related Job,297,PA,414,21,No,No,0.32,4129,589,0,2015,1 -71,6388,0.03,0,4251062810,8427,Yes,Bachelor or equivalent,Female,No,Married,73,\N,1,6,75,Non-technology Related Job,297,PA,414,21,No,No,0.32,5518,788,0,2015,2 -71,6388,0.03,0,4251062810,8427,Yes,Bachelor or equivalent,Female,No,Married,73,\N,1,6,75,Non-technology Related Job,297,PA,414,21,No,No,0.32,1286,1286,0,2015,3 -73,61346,0.06,0,4251048849,8428,Yes,Bachelor or equivalent,Male,Yes,Single,43,\N,3,0,45,Non-technology Related Job,473,NM,14,56,No,Yes,0.86,1500,750,0,2015,1 -61,3432,0.06,0.01,4251082978,8429,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,2,36,Others,337,PA,419,186,No,No,0.14,3678,525,0,2015,1 -61,3432,0.06,0.01,4251082978,8429,Yes,Bachelor or equivalent,Female,Yes,Single,84,\N,1,2,36,Others,337,PA,419,186,No,No,0.14,3382,676,0,2015,2 -23,114332,0.04,0.01,4251026938,8430,Yes,Master or equivalent,Male,Yes,Single,22,\N,2,0,54,Technology Related Job,9,SC,116,201,No,No,0.6,3098,1032,0,2015,1 -23,114332,0.04,0.01,4251026938,8430,Yes,Master or equivalent,Male,Yes,Single,22,\N,2,0,54,Technology Related Job,9,SC,116,201,No,No,0.6,1755,292,0,2015,2 -26,169289,0.07,0.01,4251084236,8431,Yes,Master or equivalent,Male,Yes,Married,113,\N,0,2,24,Technology Related Job,185,NC,216,236,No,No,0.13,2194,548,0,2015,1 -26,169289,0.07,0.01,4251084236,8431,Yes,Master or equivalent,Male,Yes,Married,113,\N,0,2,24,Technology Related Job,185,NC,216,236,No,No,0.13,1893,631,0,2015,2 -28,224247,0.03,0,4251027162,8432,Yes,PhD or equivalent,Female,Yes,Single,83,\N,1,4,93,Non-technology Related Job,362,MO,315,21,No,No,0.66,3942,985,0,2015,1 -28,224247,0.03,0,4251027162,8432,Yes,PhD or equivalent,Female,Yes,Single,83,\N,1,4,93,Non-technology Related Job,362,MO,315,21,No,No,0.66,469,469,0,2015,2 -30,29204,0.07,0,4251051694,8433,No,High School or below,Female,No,Married,54,\N,2,6,63,Non-technology Related Job,38,LA,414,56,No,No,0.19,1306,653,0,2015,1 -30,29204,0.07,0,4251051694,8433,No,High School or below,Female,No,Married,54,\N,2,6,63,Non-technology Related Job,38,LA,414,56,No,No,0.19,2509,1254,0,2015,2 -30,29204,0.07,0,4251051694,8433,No,High School or below,Female,No,Married,54,\N,2,6,63,Non-technology Related Job,38,LA,414,56,No,No,0.19,189,189,0,2015,3 -18,221290,0.06,0.01,4251017176,8434,Yes,High School or below,Male,No,Single,95,\N,1,0,54,Others,402,MT,320,186,No,No,0.48,3365,560,0,2015,1 -18,221290,0.06,0.01,4251017176,8434,Yes,High School or below,Male,No,Single,95,\N,1,0,54,Others,402,MT,320,186,No,No,0.48,5285,880,0,2015,2 -48,82191,0.04,0.01,4251066174,8435,Yes,High School or below,Female,Yes,Married,33,\N,2,6,72,Technology Related Job,74,NE,17,201,No,No,0.93,2287,762,0,2015,1 -48,82191,0.04,0.01,4251066174,8435,Yes,High School or below,Female,Yes,Married,33,\N,2,6,72,Technology Related Job,74,NE,17,201,No,No,0.93,4922,820,0,2015,2 -50,137148,0,0.01,4251086223,8436,Yes,High School or below,Female,Yes,Single,3,\N,3,0,42,Technology Related Job,251,MD,116,236,No,No,0.46,2952,590,0,2015,1 -50,137148,0,0.01,4251086223,8436,Yes,High School or below,Female,Yes,Single,3,\N,3,0,42,Technology Related Job,251,MD,116,236,No,No,0.46,3452,1150,0,2015,2 -50,137148,0,0.01,4251086223,8436,Yes,High School or below,Female,Yes,Single,3,\N,3,0,42,Technology Related Job,251,MD,116,236,No,No,0.46,369,369,0,2015,3 -52,192106,0.04,0,4251071236,8437,Yes,High School or below,Male,Yes,Single,94,\N,0,2,11,Non-technology Related Job,427,IL,216,21,No,No,0.99,4196,1049,0,2015,1 -52,192106,0.04,0,4251071236,8437,Yes,High School or below,Male,Yes,Single,94,\N,0,2,11,Non-technology Related Job,427,IL,216,21,No,No,0.99,2207,735,0,2015,2 -54,247063,0.07,0,4251048426,8438,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,2,5,80,Non-technology Related Job,103,CA,315,56,No,No,0.52,4790,798,0,2015,1 -54,247063,0.07,0,4251048426,8438,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,2,5,80,Non-technology Related Job,103,CA,315,56,No,No,0.52,2744,686,0,2015,2 -70,245092,0.01,0.02,4251092550,8439,Yes,Bachelor or equivalent,Male,Yes,Married,73,\N,0,2,21,Technology Related Job,463,MI,318,166,No,No,0.73,5167,861,0,2015,1 -70,245092,0.01,0.02,4251092550,8439,Yes,Bachelor or equivalent,Male,Yes,Married,73,\N,0,2,21,Technology Related Job,463,MI,318,166,No,No,0.73,2699,449,0,2015,2 -72,50050,0.05,0.01,4251060086,8440,Yes,Bachelor or equivalent,Male,No,Married,43,\N,1,4,90,Technology Related Job,139,IA,418,201,No,No,0.27,817,272,0,2015,1 -72,50050,0.05,0.01,4251060086,8440,Yes,Bachelor or equivalent,Male,No,Married,43,\N,1,4,90,Technology Related Job,139,IA,418,201,No,No,0.27,721,240,0,2015,2 -75,105007,0,0.01,4251054846,8441,Yes,Master or equivalent,Female,Yes,Single,14,\N,3,6,60,Technology Related Job,316,CT,17,236,No,No,0.8,5008,834,0,2015,1 -75,105007,0,0.01,4251054846,8441,Yes,Master or equivalent,Female,Yes,Single,14,\N,3,6,60,Technology Related Job,316,CT,17,236,No,No,0.8,974,324,0,2015,2 -75,105007,0,0.01,4251054846,8441,Yes,Master or equivalent,Female,Yes,Single,14,\N,3,6,60,Technology Related Job,316,CT,17,236,No,No,0.8,57,57,0,2015,3 -77,159964,0.04,0,4251019267,8442,Yes,Master or equivalent,Female,Yes,Married,105,\N,0,1,29,Non-technology Related Job,492,WY,116,21,No,No,0.33,1987,496,0,2015,1 -77,159964,0.04,0,4251019267,8442,Yes,Master or equivalent,Female,Yes,Married,105,\N,0,1,29,Non-technology Related Job,492,WY,116,21,No,No,0.33,2981,745,0,2015,2 -25,157993,0.06,0.02,4251064780,8443,Yes,High School or below,Female,Yes,Single,112,\N,2,6,69,Technology Related Job,352,KY,120,131,No,No,0.54,2062,1031,0,2015,1 -25,157993,0.06,0.02,4251064780,8443,Yes,High School or below,Female,Yes,Single,112,\N,2,6,69,Technology Related Job,352,KY,120,131,No,No,0.54,1897,948,0,2015,2 -27,212951,0.02,0.01,4251072987,8444,Yes,High School or below,Female,Yes,Married,83,\N,0,0,39,Technology Related Job,28,FL,219,166,No,No,0.07,4767,681,0,2015,1 -27,212951,0.02,0.01,4251072987,8444,Yes,High School or below,Female,Yes,Married,83,\N,0,0,39,Technology Related Job,28,FL,219,166,No,No,0.07,3541,885,0,2015,2 -29,17908,0.05,0.01,4251065573,8445,Yes,High School or below,Male,Yes,Single,54,\N,1,2,8,Technology Related Job,205,AK,318,201,No,No,0.6,1422,711,0,2015,1 -29,17908,0.05,0.01,4251065573,8445,Yes,High School or below,Male,Yes,Single,54,\N,1,2,8,Technology Related Job,205,AK,318,201,No,No,0.6,5434,905,0,2015,2 -29,17908,0.05,0.01,4251065573,8445,Yes,High School or below,Male,Yes,Single,54,\N,1,2,8,Technology Related Job,205,AK,318,201,No,No,0.6,391,391,0,2015,3 -31,72866,0.01,0.01,4251082958,8446,Yes,High School or below,Male,No,Married,25,\N,2,5,77,Non-technology Related Job,381,VT,417,236,No,No,0.13,2967,989,0,2015,1 -31,72866,0.01,0.01,4251082958,8446,Yes,High School or below,Male,No,Married,25,\N,2,5,77,Non-technology Related Job,381,VT,417,236,No,No,0.13,6572,821,0,2015,2 -31,72866,0.01,0.01,4251082958,8446,Yes,High School or below,Male,No,Married,25,\N,2,5,77,Non-technology Related Job,381,VT,417,236,No,No,0.13,1447,723,0,2015,3 -47,70895,0.03,0.02,4251026096,8447,Yes,Bachelor or equivalent,Male,Yes,Single,32,\N,0,2,18,Technology Related Job,241,ID,421,96,No,No,0.34,5176,862,0,2015,1 -47,70895,0.03,0.02,4251026096,8447,Yes,Bachelor or equivalent,Male,Yes,Single,32,\N,0,2,18,Technology Related Job,241,ID,421,96,No,No,0.34,6560,937,0,2015,2 -49,125852,0.07,0.02,4251075967,8448,Yes,Bachelor or equivalent,Male,Yes,Married,3,\N,2,4,87,Technology Related Job,417,AR,20,131,No,No,0.87,1989,497,0,2015,1 -49,125852,0.07,0.02,4251075967,8448,Yes,Bachelor or equivalent,Male,Yes,Married,3,\N,2,4,87,Technology Related Job,417,AR,20,131,No,No,0.87,5617,802,0,2015,2 -51,180810,0.02,0.01,4251055019,8449,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,3,6,57,Technology Related Job,93,WA,119,166,No,No,0.4,4978,829,0,2015,1 -51,180810,0.02,0.01,4251055019,8449,Yes,Bachelor or equivalent,Female,Yes,Single,94,\N,3,6,57,Technology Related Job,93,WA,119,166,No,No,0.4,2267,453,0,2015,2 -54,235767,0.06,0.01,4251047008,8450,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,0,0,26,Technology Related Job,270,RI,219,201,No,Yes,0.93,2271,757,0,2015,1 -54,235767,0.06,0.01,4251047008,8450,Yes,Bachelor or equivalent,Female,Yes,Married,65,\N,0,0,26,Technology Related Job,270,RI,219,201,No,Yes,0.93,3695,739,0,2015,2 -69,233796,0,0.03,4251082875,8451,Yes,Master or equivalent,Female,No,Single,72,\N,3,6,66,Technology Related Job,130,CO,222,61,Yes,No,0.14,2755,688,0,2015,1 -69,233796,0,0.03,4251082875,8451,Yes,Master or equivalent,Female,No,Single,72,\N,3,6,66,Technology Related Job,130,CO,222,61,Yes,No,0.14,5660,808,0,2015,2 -72,38753,0.04,0.02,4251032087,8452,Yes,High School or below,Female,Yes,Married,43,\N,0,0,36,Technology Related Job,306,WI,321,96,No,No,0.68,2406,802,0,2015,1 -72,38753,0.04,0.02,4251032087,8452,Yes,High School or below,Female,Yes,Married,43,\N,0,0,36,Technology Related Job,306,WI,321,96,No,No,0.68,774,387,0,2015,2 -74,93711,0.07,0.02,4251060775,8453,Yes,High School or below,Female,Yes,Single,14,\N,1,2,5,Technology Related Job,482,TN,421,131,No,Yes,0.21,5831,485,0,2015,1 -74,93711,0.07,0.02,4251060775,8453,Yes,High School or below,Female,Yes,Single,14,\N,1,2,5,Technology Related Job,482,TN,421,131,No,Yes,0.21,7297,810,0,2015,2 -76,148668,0.03,0.01,4251044184,8454,Yes,High School or below,Male,Yes,Married,105,\N,2,4,74,Technology Related Job,159,ND,20,166,Yes,No,0.74,3079,769,0,2015,1 -76,148668,0.03,0.01,4251044184,8454,Yes,High School or below,Male,Yes,Married,105,\N,2,4,74,Technology Related Job,159,ND,20,166,Yes,No,0.74,4457,1114,0,2015,2 -38,9569,0.01,0.02,4251085859,8455,Yes,High School or below,Female,Yes,Married,43,\N,0,2,93,Non-technology Related Job,331,OK,217,181,No,Yes,0.19,4648,774,0,2015,1 -38,9569,0.01,0.02,4251085859,8455,Yes,High School or below,Female,Yes,Married,43,\N,0,2,93,Non-technology Related Job,331,OK,217,181,No,Yes,0.19,2537,845,0,2015,2 -26,201655,0,0.03,4251047490,8456,Yes,High School or below,Male,Yes,Married,83,\N,2,4,84,Technology Related Job,195,UT,123,61,No,No,0.48,5891,841,0,2015,1 -26,201655,0,0.03,4251047490,8456,Yes,High School or below,Male,Yes,Married,83,\N,2,4,84,Technology Related Job,195,UT,123,61,No,No,0.48,3255,1085,0,2015,2 -28,6612,0.04,0.02,4251043095,8457,Yes,High School or below,Male,No,Single,54,\N,3,6,54,Technology Related Job,371,OK,222,96,No,No,0.01,4019,669,1,2015,1 -28,6612,0.04,0.02,4251043095,8457,Yes,High School or below,Male,No,Single,54,\N,3,6,54,Technology Related Job,371,OK,222,96,No,No,0.01,1018,509,1,2015,2 -30,61570,0,0.02,4251045279,8458,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,1,0,23,Technology Related Job,47,NH,321,131,No,No,0.54,6736,842,0,2015,1 -30,61570,0,0.02,4251045279,8458,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,1,0,23,Technology Related Job,47,NH,321,131,No,No,0.54,7391,739,0,2015,2 -30,61570,0,0.02,4251045279,8458,Yes,Bachelor or equivalent,Female,Yes,Married,25,\N,1,0,23,Technology Related Job,47,NH,321,131,No,No,0.54,749,749,0,2015,3 -32,116527,0.03,0.01,4251026274,8459,Yes,Bachelor or equivalent,Female,Yes,Single,116,\N,2,3,92,Technology Related Job,224,MA,421,166,No,No,0.07,531,265,0,2015,1 -32,116527,0.03,0.01,4251026274,8459,Yes,Bachelor or equivalent,Female,Yes,Single,116,\N,2,3,92,Technology Related Job,224,MA,421,166,No,No,0.07,4238,605,0,2015,2 -63,227427,0.01,0.02,4251097503,8460,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,3,0,11,Non-technology Related Job,396,MN,118,181,No,No,0.53,6394,799,0,2015,1 -63,227427,0.01,0.02,4251097503,8460,Yes,Bachelor or equivalent,Male,Yes,Single,54,\N,3,0,11,Non-technology Related Job,396,MN,118,181,No,No,0.53,5999,545,0,2015,2 -50,169513,0.01,0.03,4251045634,8461,Yes,Master or equivalent,Female,Yes,Single,94,\N,2,2,2,Technology Related Job,260,NM,23,61,No,No,0.81,4686,669,0,2015,1 -50,169513,0.01,0.03,4251045634,8461,Yes,Master or equivalent,Female,Yes,Single,94,\N,2,2,2,Technology Related Job,260,NM,23,61,No,No,0.81,1970,985,0,2015,2 -53,224471,0.05,0.02,4251080679,8462,Yes,PhD or equivalent,Male,Yes,Married,65,\N,3,4,71,Technology Related Job,436,MS,123,96,No,No,0.34,2396,1198,0,2015,1 -53,224471,0.05,0.02,4251080679,8462,Yes,PhD or equivalent,Male,Yes,Married,65,\N,3,4,71,Technology Related Job,436,MS,123,96,No,No,0.34,4187,465,0,2015,2 -55,29428,0,0.02,4251065982,8463,Yes,High School or below,Male,No,Single,36,\N,0,7,41,Technology Related Job,113,KS,222,131,No,No,0.87,4875,812,0,2015,1 -55,29428,0,0.02,4251065982,8463,Yes,High School or below,Male,No,Single,36,\N,0,7,41,Technology Related Job,113,KS,222,131,No,No,0.87,1215,607,0,2015,2 -17,140329,0.06,0.02,4251075270,8464,Yes,High School or below,Female,Yes,Single,93,\N,1,4,59,Non-technology Related Job,285,LA,419,146,No,No,0.33,3660,732,0,2015,1 -17,140329,0.06,0.02,4251075270,8464,Yes,High School or below,Female,Yes,Single,93,\N,1,4,59,Non-technology Related Job,285,LA,419,146,No,No,0.33,5955,1191,0,2015,2 -19,195286,0.02,0.02,4251059591,8465,Yes,High School or below,Female,Yes,Married,64,\N,3,6,29,Non-technology Related Job,461,HI,18,181,No,No,0.86,4155,831,0,2015,1 -19,195286,0.02,0.02,4251059591,8465,Yes,High School or below,Female,Yes,Married,64,\N,3,6,29,Non-technology Related Job,461,HI,18,181,No,No,0.86,4885,814,0,2015,2 -75,137372,0.01,0.03,4251015442,8466,Yes,High School or below,Male,Yes,Married,105,\N,1,0,20,Technology Related Job,325,LA,424,61,No,No,0.15,6133,766,0,2015,1 -75,137372,0.01,0.03,4251015442,8466,Yes,High School or below,Male,Yes,Married,105,\N,1,0,20,Technology Related Job,325,LA,424,61,No,No,0.15,3332,476,0,2015,2 -77,192330,0.05,0.02,4251027070,8467,Yes,High School or below,Female,Yes,Married,75,\N,2,2,89,Technology Related Job,1,HI,23,96,No,No,0.68,4065,813,0,2015,1 -77,192330,0.05,0.02,4251027070,8467,Yes,High School or below,Female,Yes,Married,75,\N,2,2,89,Technology Related Job,1,HI,23,96,No,No,0.68,4903,817,0,2015,2 -40,53230,0.03,0.03,4251050773,8468,Yes,High School or below,Male,Yes,Single,13,\N,0,0,8,Non-technology Related Job,174,IL,220,111,No,No,0.13,3207,801,0,2015,1 -40,53230,0.03,0.03,4251050773,8468,Yes,High School or below,Male,Yes,Single,13,\N,0,0,8,Non-technology Related Job,174,IL,220,111,No,No,0.13,4626,771,0,2015,2 -42,108187,0.07,0.02,4251020782,8469,Yes,Bachelor or equivalent,Male,No,Married,104,\N,1,2,77,Non-technology Related Job,350,CA,320,146,No,No,0.67,6237,779,0,2015,1 -42,108187,0.07,0.02,4251020782,8469,Yes,Bachelor or equivalent,Male,No,Married,104,\N,1,2,77,Non-technology Related Job,350,CA,320,146,No,No,0.67,4586,764,0,2015,2 -42,108187,0.07,0.02,4251020782,8469,Yes,Bachelor or equivalent,Male,No,Married,104,\N,1,2,77,Non-technology Related Job,350,CA,320,146,No,No,0.67,1072,1072,0,2015,3 -44,163145,0.03,0.02,4251044694,8470,Yes,Bachelor or equivalent,Female,Yes,Married,75,\N,2,4,46,Non-technology Related Job,26,WV,419,181,No,No,0.2,673,336,0,2015,1 -44,163145,0.03,0.02,4251044694,8470,Yes,Bachelor or equivalent,Female,Yes,Married,75,\N,2,4,46,Non-technology Related Job,26,WV,419,181,No,No,0.2,5678,811,0,2015,2 -32,105231,0.02,0.03,4251033352,8471,Yes,Master or equivalent,Male,Yes,Married,115,\N,0,6,38,Technology Related Job,390,CO,325,61,No,No,0.48,3135,627,0,2015,1 -32,105231,0.02,0.03,4251033352,8471,Yes,Master or equivalent,Male,Yes,Married,115,\N,0,6,38,Technology Related Job,390,CO,325,61,No,No,0.48,4413,882,0,2015,2 -34,160188,0.06,0.02,4251036392,8472,Yes,Master or equivalent,Male,Yes,Single,86,\N,2,1,7,Technology Related Job,67,WV,424,96,No,No,0.01,3746,936,0,2015,1 -34,160188,0.06,0.02,4251036392,8472,Yes,Master or equivalent,Male,Yes,Single,86,\N,2,1,7,Technology Related Job,67,WV,424,96,No,No,0.01,4077,582,0,2015,2 -64,21089,0.04,0.03,4251029444,8473,Yes,PhD or equivalent,Female,Yes,Single,24,\N,3,6,26,Non-technology Related Job,239,WY,121,111,No,No,0.47,4496,749,0,2015,1 -64,21089,0.04,0.03,4251029444,8473,Yes,PhD or equivalent,Female,Yes,Single,24,\N,3,6,26,Non-technology Related Job,239,WY,121,111,No,No,0.47,3559,593,0,2015,2 -66,76046,0.07,0.02,4251041733,8474,Yes,High School or below,Male,Yes,Married,115,\N,0,0,95,Non-technology Related Job,415,TX,220,146,No,No,0,3626,906,0,2015,1 -66,76046,0.07,0.02,4251041733,8474,Yes,High School or below,Male,Yes,Married,115,\N,0,0,95,Non-technology Related Job,415,TX,220,146,No,No,0,3789,947,0,2015,2 -68,131004,0.03,0.02,4251047842,8475,Yes,High School or below,Male,No,Single,86,\N,1,3,64,Non-technology Related Job,91,OH,319,181,No,No,0.53,7094,1013,0,2015,1 -68,131004,0.03,0.02,4251047842,8475,Yes,High School or below,Male,No,Single,86,\N,1,3,64,Non-technology Related Job,91,OH,319,181,No,No,0.53,2464,616,0,2015,2 -16,129033,0.05,0.03,4251011615,8476,Yes,High School or below,Male,Yes,Married,93,\N,0,0,5,Technology Related Job,452,AK,323,41,No,No,0.74,4645,929,0,2015,1 -16,129033,0.05,0.03,4251011615,8476,Yes,High School or below,Male,Yes,Married,93,\N,0,0,5,Technology Related Job,452,AK,323,41,No,No,0.74,5391,1078,0,2015,2 -18,183990,0.01,0.03,4251026315,8477,Yes,High School or below,Male,Yes,Single,64,\N,1,2,74,Non-technology Related Job,128,VT,422,75,No,No,0.27,11856,912,0,2015,1 -18,183990,0.01,0.03,4251026315,8477,Yes,High School or below,Male,Yes,Single,64,\N,1,2,74,Non-technology Related Job,128,VT,422,75,No,No,0.27,1723,574,0,2015,2 -21,238947,0.04,0.02,4251093446,8478,Yes,High School or below,Male,Yes,Married,35,\N,2,4,43,Non-technology Related Job,304,OR,21,110,No,No,0.8,3650,730,0,2015,1 -21,238947,0.04,0.02,4251093446,8478,Yes,High School or below,Male,Yes,Married,35,\N,2,4,43,Non-technology Related Job,304,OR,21,110,No,No,0.8,4258,473,0,2015,2 -23,43905,0,0.02,4251074059,8479,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,0,7,13,Non-technology Related Job,480,NJ,121,145,No,No,0.33,2205,735,0,2015,1 -23,43905,0,0.02,4251074059,8479,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,0,7,13,Non-technology Related Job,480,NJ,121,145,No,No,0.33,1527,763,0,2015,2 -23,43905,0,0.02,4251074059,8479,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,0,7,13,Non-technology Related Job,480,NJ,121,145,No,No,0.33,236,236,0,2015,3 -25,98862,0.04,0.02,4251020804,8480,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,1,1,82,Non-technology Related Job,157,MN,220,180,No,No,0.86,3701,740,0,2015,1 -25,98862,0.04,0.02,4251020804,8480,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,1,1,82,Non-technology Related Job,157,MN,220,180,No,No,0.86,2706,541,0,2015,2 -41,96891,0.06,0.03,4251046554,8481,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,3,6,23,Non-technology Related Job,17,SC,223,40,No,No,0.08,4000,1000,1,2015,1 -41,96891,0.06,0.03,4251046554,8481,Yes,Bachelor or equivalent,Female,Yes,Single,104,\N,3,6,23,Non-technology Related Job,17,SC,223,40,No,No,0.08,3195,798,1,2015,2 -43,151849,0.01,0.03,4251029922,8482,Yes,Master or equivalent,Female,Yes,Married,75,\N,1,0,92,Non-technology Related Job,193,NY,323,75,No,No,0.61,5222,1044,0,2015,1 -43,151849,0.01,0.03,4251029922,8482,Yes,Master or equivalent,Female,Yes,Married,75,\N,1,0,92,Non-technology Related Job,193,NY,323,75,No,No,0.61,4510,902,0,2015,2 -45,206806,0.05,0.02,4251027211,8483,Yes,Master or equivalent,Male,Yes,Single,46,\N,2,3,61,Non-technology Related Job,369,MO,422,110,No,No,0.14,2906,415,0,2015,1 -45,206806,0.05,0.02,4251027211,8483,Yes,Master or equivalent,Male,Yes,Single,46,\N,2,3,61,Non-technology Related Job,369,MO,422,110,No,No,0.14,4256,709,0,2015,2 -47,11764,0,0.02,4251056684,8484,Yes,PhD or equivalent,Male,Yes,Married,17,\N,3,5,31,Non-technology Related Job,45,KY,21,145,No,No,0.67,4730,525,0,2015,1 -47,11764,0,0.02,4251056684,8484,Yes,PhD or equivalent,Male,Yes,Married,17,\N,3,5,31,Non-technology Related Job,45,KY,21,145,No,No,0.67,8281,752,0,2015,2 -63,9793,0.02,0,4251070894,8485,Yes,High School or below,Male,Yes,Single,24,\N,2,2,71,Technology Related Job,406,ND,25,5,No,No,0.88,1509,503,0,2015,1 -63,9793,0.02,0,4251070894,8485,Yes,High School or below,Male,Yes,Single,24,\N,2,2,71,Technology Related Job,406,ND,25,5,No,No,0.88,1473,736,0,2015,2 -63,9793,0.02,0,4251070894,8485,Yes,High School or below,Male,Yes,Single,24,\N,2,2,71,Technology Related Job,406,ND,25,5,No,No,0.88,824,824,0,2015,3 -65,64750,0.06,0.03,4251073098,8486,Yes,High School or below,Male,No,Married,115,\N,3,4,40,Non-technology Related Job,82,NE,124,40,No,No,0.41,2557,639,0,2015,1 -65,64750,0.06,0.03,4251073098,8486,Yes,High School or below,Male,No,Married,115,\N,3,4,40,Non-technology Related Job,82,NE,124,40,No,No,0.41,2137,1068,0,2015,2 -67,119708,0.02,0.03,4251083846,8487,Yes,High School or below,Female,Yes,Single,86,\N,0,7,10,Non-technology Related Job,258,MD,223,75,No,No,0.94,517,172,0,2015,1 -67,119708,0.02,0.03,4251083846,8487,Yes,High School or below,Female,Yes,Single,86,\N,0,7,10,Non-technology Related Job,258,MD,223,75,No,No,0.94,300,300,0,2015,2 -67,119708,0.02,0.03,4251083846,8487,Yes,High School or below,Female,Yes,Single,86,\N,0,7,10,Non-technology Related Job,258,MD,223,75,No,No,0.94,771,771,0,2015,3 -70,174665,0.05,0.02,4251026930,8488,Yes,High School or below,Female,Yes,Married,57,\N,1,1,79,Non-technology Related Job,434,ID,323,110,No,Yes,0.47,3708,741,0,2015,1 -70,174665,0.05,0.02,4251026930,8488,Yes,High School or below,Female,Yes,Married,57,\N,1,1,79,Non-technology Related Job,434,ID,323,110,No,Yes,0.47,1805,902,0,2015,2 -18,172694,0.07,0,4251033291,8489,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,0,6,20,Technology Related Job,294,NH,326,220,No,No,0.68,3614,903,0,2015,1 -18,172694,0.07,0,4251033291,8489,Yes,Bachelor or equivalent,Female,Yes,Single,64,\N,0,6,20,Technology Related Job,294,NH,326,220,No,No,0.68,2773,693,0,2015,2 -20,227651,0.03,0,4251031320,8490,No,Bachelor or equivalent,Female,Yes,Married,35,\N,1,0,89,Technology Related Job,471,MI,425,5,No,No,0.21,3372,1124,0,2015,1 -20,227651,0.03,0,4251031320,8490,No,Bachelor or equivalent,Female,Yes,Married,35,\N,1,0,89,Technology Related Job,471,MI,425,5,No,No,0.21,4658,776,0,2015,2 -22,32609,0.07,0.03,4251085287,8491,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,2,2,58,Non-technology Related Job,147,IN,25,40,No,Yes,0.74,3619,723,0,2015,1 -22,32609,0.07,0.03,4251085287,8491,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,2,2,58,Non-technology Related Job,147,IN,25,40,No,Yes,0.74,4251,850,0,2015,2 -24,87566,0.02,0.03,4251063963,8492,Yes,Bachelor or equivalent,Male,No,Married,96,\N,0,5,28,Non-technology Related Job,323,CT,124,75,No,No,0.27,6316,1052,0,2015,1 -24,87566,0.02,0.03,4251063963,8492,Yes,Bachelor or equivalent,Male,No,Married,96,\N,0,5,28,Non-technology Related Job,323,CT,124,75,No,No,0.27,5050,1010,0,2015,2 -40,85595,0.04,0,4251039050,8493,Yes,PhD or equivalent,Male,No,Single,104,\N,2,2,68,Technology Related Job,183,MS,127,185,No,No,0.49,4265,853,0,2015,1 -40,85595,0.04,0,4251039050,8493,Yes,PhD or equivalent,Male,No,Single,104,\N,2,2,68,Technology Related Job,183,MS,127,185,No,No,0.49,4594,918,0,2015,2 -42,140553,0,0,4251016184,8494,Yes,High School or below,Male,Yes,Married,75,\N,3,4,37,Technology Related Job,360,KS,227,220,No,No,0.02,5104,850,1,2015,1 -42,140553,0,0,4251016184,8494,Yes,High School or below,Male,Yes,Married,75,\N,3,4,37,Technology Related Job,360,KS,227,220,No,No,0.02,1914,957,1,2015,2 -42,140553,0,0,4251016184,8494,Yes,High School or below,Male,Yes,Married,75,\N,3,4,37,Technology Related Job,360,KS,227,220,No,No,0.02,299,299,1,2015,3 -44,195510,0.03,0,4251049525,8495,Yes,High School or below,Male,Yes,Single,46,\N,1,6,7,Technology Related Job,36,FL,326,5,No,No,0.55,3900,780,0,2015,1 -44,195510,0.03,0,4251049525,8495,Yes,High School or below,Male,Yes,Single,46,\N,1,6,7,Technology Related Job,36,FL,326,5,No,No,0.55,6437,804,0,2015,2 -46,468,0.07,0.03,4251071498,8496,Yes,High School or below,Female,Yes,Married,16,\N,2,1,76,Non-technology Related Job,212,AK,425,40,No,No,0.08,4307,717,0,2015,1 -46,468,0.07,0.03,4251071498,8496,Yes,High School or below,Female,Yes,Married,16,\N,2,1,76,Non-technology Related Job,212,AK,425,40,No,No,0.08,1528,509,0,2015,2 -46,468,0.07,0.03,4251071498,8496,Yes,High School or below,Female,Yes,Married,16,\N,2,1,76,Non-technology Related Job,212,AK,425,40,No,No,0.08,200,200,0,2015,3 -77,111368,0.05,0,4251046591,8497,Yes,High School or below,Male,Yes,Married,74,\N,3,6,95,Non-technology Related Job,384,AZ,122,55,No,No,0.53,1139,1139,0,2015,1 -77,111368,0.05,0,4251046591,8497,Yes,High School or below,Male,Yes,Married,74,\N,3,6,95,Non-technology Related Job,384,AZ,122,55,No,No,0.53,2785,1392,0,2015,2 -64,53454,0.05,0,4251074944,8498,Yes,High School or below,Female,Yes,Married,115,\N,1,0,86,Technology Related Job,248,HI,28,185,No,No,0.82,2822,705,0,2015,1 -64,53454,0.05,0,4251074944,8498,Yes,High School or below,Female,Yes,Married,115,\N,1,0,86,Technology Related Job,248,HI,28,185,No,No,0.82,4233,604,0,2015,2 -67,108411,0,0,4251049733,8499,Yes,Bachelor or equivalent,Female,No,Single,86,\N,3,2,55,Technology Related Job,425,AR,127,220,No,No,0.35,6893,1148,0,2015,1 -67,108411,0,0,4251049733,8499,Yes,Bachelor or equivalent,Female,No,Single,86,\N,3,2,55,Technology Related Job,425,AR,127,220,No,No,0.35,459,459,0,2015,3 -69,163369,0.04,0,4251058202,8500,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,0,5,25,Technology Related Job,101,VA,227,5,No,No,0.88,4869,811,0,2015,1 -69,163369,0.04,0,4251058202,8500,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,0,5,25,Technology Related Job,101,VA,227,5,No,No,0.88,4286,857,0,2015,2 -69,163369,0.04,0,4251058202,8500,Yes,Bachelor or equivalent,Male,Yes,Single,56,\N,0,5,25,Technology Related Job,101,VA,227,5,No,No,0.88,104,104,0,2015,3 -71,218326,0,0.03,4251068252,8501,Yes,Bachelor or equivalent,Male,Yes,Married,27,\N,1,7,94,Non-technology Related Job,277,RI,326,40,No,No,0.41,2794,931,0,2015,1 -71,218326,0,0.03,4251068252,8501,Yes,Bachelor or equivalent,Male,Yes,Married,27,\N,1,7,94,Non-technology Related Job,277,RI,326,40,No,No,0.41,718,359,0,2015,2 -33,79227,0.06,0,4251092920,8502,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,2,4,13,Non-technology Related Job,450,SD,23,55,Yes,No,0.87,4748,791,0,2015,1 -33,79227,0.06,0,4251092920,8502,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,2,4,13,Non-technology Related Job,450,SD,23,55,Yes,No,0.87,4921,984,0,2015,2 -21,21313,0.05,0,4251082320,8503,Yes,Master or equivalent,Male,No,Married,5,\N,1,6,4,Technology Related Job,314,WV,429,185,No,No,0.15,2797,932,0,2015,1 -21,21313,0.05,0,4251082320,8503,Yes,Master or equivalent,Male,No,Married,5,\N,1,6,4,Technology Related Job,314,WV,429,185,No,No,0.15,2914,971,0,2015,2 -21,21313,0.05,0,4251082320,8503,Yes,Master or equivalent,Male,No,Married,5,\N,1,6,4,Technology Related Job,314,WV,429,185,No,No,0.15,1111,1111,0,2015,3 -23,76270,0.01,0,4251037613,8504,Yes,PhD or equivalent,Female,Yes,Single,96,\N,2,1,73,Technology Related Job,490,SD,28,220,No,No,0.68,5824,728,0,2015,1 -23,76270,0.01,0,4251037613,8504,Yes,PhD or equivalent,Female,Yes,Single,96,\N,2,1,73,Technology Related Job,490,SD,28,220,No,No,0.68,1731,577,0,2015,2 -25,131228,0.05,0,4251086791,8505,Yes,High School or below,Female,No,Married,67,\N,3,3,43,Non-technology Related Job,166,ND,127,5,No,No,0.22,1467,733,0,2015,1 -25,131228,0.05,0,4251086791,8505,Yes,High School or below,Female,No,Married,67,\N,3,3,43,Non-technology Related Job,166,ND,127,5,No,No,0.22,6203,1240,0,2015,2 -56,242128,0.03,0,4251075068,8506,Yes,High School or below,Male,Yes,Married,5,\N,1,0,61,Non-technology Related Job,338,OH,324,20,No,No,0.67,4258,608,0,2015,1 -56,242128,0.03,0,4251075068,8506,Yes,High School or below,Male,Yes,Married,5,\N,1,0,61,Non-technology Related Job,338,OH,324,20,No,No,0.67,1871,623,0,2015,2 -58,47085,0.06,0,4251023778,8507,Yes,High School or below,Male,Yes,Single,96,\N,2,3,30,Non-technology Related Job,15,NV,423,55,No,No,0.2,2902,725,0,2015,1 -58,47085,0.06,0,4251023778,8507,Yes,High School or below,Male,Yes,Single,96,\N,2,3,30,Non-technology Related Job,15,NV,423,55,No,No,0.2,2660,665,0,2015,2 -58,47085,0.06,0,4251023778,8507,Yes,High School or below,Male,Yes,Single,96,\N,2,3,30,Non-technology Related Job,15,NV,423,55,No,No,0.2,507,507,0,2015,3 -45,239171,0.06,0,4251096694,8508,Yes,High School or below,Female,Yes,Single,16,\N,0,5,22,Technology Related Job,379,OK,329,185,No,No,0.49,5573,796,0,2015,1 -45,239171,0.06,0,4251096694,8508,Yes,High School or below,Female,Yes,Single,16,\N,0,5,22,Technology Related Job,379,OK,329,185,No,No,0.49,2317,386,0,2015,2 -48,44129,0.01,0,4251040953,8509,Yes,High School or below,Male,No,Married,107,\N,2,7,91,Technology Related Job,55,NV,428,220,No,No,0.02,2995,748,1,2015,1 -48,44129,0.01,0,4251040953,8509,Yes,High School or below,Male,No,Married,107,\N,2,7,91,Technology Related Job,55,NV,428,220,No,No,0.02,3021,755,1,2015,2 -78,155029,0,0,4251053937,8510,No,Bachelor or equivalent,Female,Yes,Married,45,\N,3,4,10,Non-technology Related Job,227,NJ,125,235,No,No,0.47,4675,1168,0,2015,1 -78,155029,0,0,4251053937,8510,No,Bachelor or equivalent,Female,Yes,Married,45,\N,3,4,10,Non-technology Related Job,227,NJ,125,235,No,No,0.47,2407,802,0,2015,2 -78,155029,0,0,4251053937,8510,No,Bachelor or equivalent,Female,Yes,Married,45,\N,3,4,10,Non-technology Related Job,227,NJ,125,235,No,No,0.47,575,575,0,2015,3 -12,209987,0.03,0,4251013126,8511,Yes,Bachelor or equivalent,Female,No,Single,16,\N,0,7,79,Non-technology Related Job,404,MN,225,20,No,No,0.01,4637,662,0,2015,1 -12,209987,0.03,0,4251013126,8511,Yes,Bachelor or equivalent,Female,No,Single,16,\N,0,7,79,Non-technology Related Job,404,MN,225,20,No,No,0.01,3976,662,0,2015,2 -14,14944,0.07,0.03,4251080916,8512,Yes,Bachelor or equivalent,Male,Yes,Married,107,\N,1,1,48,Others,80,IA,324,55,No,No,0.54,3990,798,0,2015,1 -14,14944,0.07,0.03,4251080916,8512,Yes,Bachelor or equivalent,Male,Yes,Married,107,\N,1,1,48,Others,80,IA,324,55,No,No,0.54,496,248,0,2015,2 -14,14944,0.07,0.03,4251080916,8512,Yes,Bachelor or equivalent,Male,Yes,Married,107,\N,1,1,48,Others,80,IA,324,55,No,No,0.54,832,832,0,2015,3 -70,207030,0.06,0,4251044302,8513,Yes,Master or equivalent,Female,Yes,Married,27,\N,0,3,40,Technology Related Job,444,MN,230,185,No,Yes,0.82,6800,971,0,2015,1 -70,207030,0.06,0,4251044302,8513,Yes,Master or equivalent,Female,Yes,Married,27,\N,0,3,40,Technology Related Job,444,MN,230,185,No,Yes,0.82,6269,783,0,2015,2 -72,11988,0.02,0,4251027897,8514,Yes,Master or equivalent,Female,Yes,Single,118,\N,1,5,9,Technology Related Job,120,KS,329,220,No,No,0.35,7182,798,0,2015,1 -72,11988,0.02,0,4251027897,8514,Yes,Master or equivalent,Female,Yes,Single,118,\N,1,5,9,Technology Related Job,120,KS,329,220,No,No,0.35,1527,381,0,2015,2 -72,11988,0.02,0,4251027897,8514,Yes,Master or equivalent,Female,Yes,Single,118,\N,1,5,9,Technology Related Job,120,KS,329,220,No,No,0.35,1375,1375,0,2015,3 -35,122888,0,0,4251075321,8515,Yes,PhD or equivalent,Male,No,Single,56,\N,2,2,27,Non-technology Related Job,292,LA,26,235,No,Yes,0.81,2336,584,0,2015,1 -35,122888,0,0,4251075321,8515,Yes,PhD or equivalent,Male,No,Single,56,\N,2,2,27,Non-technology Related Job,292,LA,26,235,No,Yes,0.81,3597,599,0,2015,2 -37,177845,0.04,0,4251015577,8516,Yes,High School or below,Female,Yes,Married,27,\N,0,5,97,Non-technology Related Job,469,GA,125,20,No,No,0.34,5022,627,1,2015,1 -37,177845,0.04,0,4251015577,8516,Yes,High School or below,Female,Yes,Married,27,\N,0,5,97,Non-technology Related Job,469,GA,125,20,No,No,0.34,5104,850,1,2015,2 -39,232803,0.07,0.03,4251044211,8517,Yes,High School or below,Female,No,Single,117,\N,1,7,66,Others,145,AZ,225,55,No,No,0.87,2322,1161,0,2015,1 -39,232803,0.07,0.03,4251044211,8517,Yes,High School or below,Female,No,Single,117,\N,1,7,66,Others,145,AZ,225,55,No,No,0.87,1936,645,0,2015,2 -27,174889,0.07,0,4251061360,8518,Yes,High School or below,Male,Yes,Single,38,\N,3,1,57,Technology Related Job,9,GA,130,185,No,No,0.16,1861,372,0,2015,1 -27,174889,0.07,0,4251061360,8518,Yes,High School or below,Male,Yes,Single,38,\N,3,1,57,Technology Related Job,9,GA,130,185,No,No,0.16,2879,959,0,2015,2 -57,35789,0.05,0.01,4251089295,8519,Yes,High School or below,Female,Yes,Single,96,\N,1,6,76,Non-technology Related Job,181,ID,327,200,No,No,0.61,3303,825,0,2015,1 -57,35789,0.05,0.01,4251089295,8519,Yes,High School or below,Female,Yes,Single,96,\N,1,6,76,Non-technology Related Job,181,ID,327,200,No,No,0.61,5279,754,0,2015,2 -59,90747,0.01,0,4251050336,8520,Yes,High School or below,Female,Yes,Married,67,\N,2,1,45,Non-technology Related Job,358,CA,427,235,No,No,0.14,2606,434,0,2015,1 -59,90747,0.01,0,4251050336,8520,Yes,High School or below,Female,Yes,Married,67,\N,2,1,45,Non-technology Related Job,358,CA,427,235,No,No,0.14,3714,742,0,2015,2 -61,145704,0.04,0,4251022742,8521,Yes,Bachelor or equivalent,Male,No,Single,37,\N,3,3,15,Non-technology Related Job,34,WV,26,20,No,No,0.67,3105,776,0,2015,1 -61,145704,0.04,0,4251022742,8521,Yes,Bachelor or equivalent,Male,No,Single,37,\N,3,3,15,Non-technology Related Job,34,WV,26,20,No,No,0.67,3204,640,0,2015,2 -61,145704,0.04,0,4251022742,8521,Yes,Bachelor or equivalent,Male,No,Single,37,\N,3,3,15,Non-technology Related Job,34,WV,26,20,No,No,0.67,58,58,0,2015,3 -63,200662,0,0.03,4251079637,8522,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,0,5,84,Others,210,SC,125,55,No,No,0.2,9631,875,0,2015,1 -63,200662,0,0.03,4251079637,8522,Yes,Bachelor or equivalent,Male,Yes,Married,8,\N,0,5,84,Others,210,SC,125,55,No,No,0.2,995,497,0,2015,2 -79,198691,0.02,0.01,4251015702,8523,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,3,2,24,Non-technology Related Job,70,CT,129,165,No,No,0.42,3961,660,0,2015,1 -79,198691,0.02,0.01,4251015702,8523,Yes,Bachelor or equivalent,Male,Yes,Single,16,\N,3,2,24,Non-technology Related Job,70,CT,129,165,No,No,0.42,3027,504,0,2015,2 -13,3648,0.06,0.01,4251045391,8524,Yes,Master or equivalent,Male,Yes,Married,106,\N,0,5,94,Non-technology Related Job,246,WY,228,200,No,No,0.95,2632,877,0,2015,1 -13,3648,0.06,0.01,4251045391,8524,Yes,Master or equivalent,Male,Yes,Married,106,\N,0,5,94,Non-technology Related Job,246,WY,228,200,No,No,0.95,3031,757,0,2015,2 -16,58605,0.01,0,4251083417,8525,Yes,Master or equivalent,Female,Yes,Single,77,\N,1,7,63,Non-technology Related Job,423,TN,327,235,No,No,0.48,1971,657,0,2015,1 -16,58605,0.01,0,4251083417,8525,Yes,Master or equivalent,Female,Yes,Single,77,\N,1,7,63,Non-technology Related Job,423,TN,327,235,No,No,0.48,3850,962,0,2015,2 -18,113563,0.05,0,4251043909,8526,Yes,High School or below,Female,Yes,Married,48,\N,2,1,33,Non-technology Related Job,99,OH,427,20,No,Yes,0.01,1777,444,0,2015,1 -18,113563,0.05,0,4251043909,8526,Yes,High School or below,Female,Yes,Married,48,\N,2,1,33,Non-technology Related Job,99,OH,427,20,No,Yes,0.01,1688,422,0,2015,2 -18,113563,0.05,0,4251043909,8526,Yes,High School or below,Female,Yes,Married,48,\N,2,1,33,Non-technology Related Job,99,OH,427,20,No,Yes,0.01,877,877,0,2015,3 -20,168520,0,0.03,4251046127,8527,Yes,High School or below,Male,No,Married,19,\N,0,3,2,Others,275,NV,26,55,No,No,0.54,3547,443,0,2015,1 -20,168520,0,0.03,4251046127,8527,Yes,High School or below,Male,No,Married,19,\N,0,3,2,Others,275,NV,26,55,No,No,0.54,1432,716,0,2015,2 -36,166549,0.02,0.01,4251036757,8528,Yes,High School or below,Female,No,Married,26,\N,2,1,42,Non-technology Related Job,135,UT,29,165,No,No,0.75,7324,813,0,2015,1 -36,166549,0.02,0.01,4251036757,8528,Yes,High School or below,Female,No,Married,26,\N,2,1,42,Non-technology Related Job,135,UT,29,165,No,No,0.75,3108,444,0,2015,2 -38,221507,0.06,0.01,4251016290,8529,Yes,High School or below,Male,Yes,Single,117,\N,3,3,12,Non-technology Related Job,311,OR,129,200,No,Yes,0.28,1750,583,0,2015,1 -38,221507,0.06,0.01,4251016290,8529,Yes,High School or below,Male,Yes,Single,117,\N,3,3,12,Non-technology Related Job,311,OR,129,200,No,Yes,0.28,4875,812,0,2015,2 -38,221507,0.06,0.01,4251016290,8529,Yes,High School or below,Male,Yes,Single,117,\N,3,3,12,Non-technology Related Job,311,OR,129,200,No,Yes,0.28,1190,1190,0,2015,3 -40,26464,0.02,0,4251054815,8530,Yes,High School or below,Male,Yes,Single,88,\N,1,5,81,Non-technology Related Job,488,NJ,228,235,No,No,0.81,2958,591,0,2015,1 -40,26464,0.02,0,4251054815,8530,Yes,High School or below,Male,Yes,Single,88,\N,1,5,81,Non-technology Related Job,488,NJ,228,235,No,No,0.81,2802,467,0,2015,2 -42,81422,0.05,0,4251047102,8531,Yes,High School or below,Male,Yes,Married,59,\N,2,7,50,Others,164,MI,327,20,No,No,0.34,4396,732,0,2015,1 -42,81422,0.05,0,4251047102,8531,Yes,High School or below,Male,Yes,Married,59,\N,2,7,50,Others,164,MI,327,20,No,No,0.34,4459,891,0,2015,2 -58,79451,0.07,0.01,4251061721,8532,Yes,Bachelor or equivalent,Male,Yes,Married,66,\N,0,4,91,Non-technology Related Job,24,RI,330,130,No,No,0.55,4567,761,0,2015,1 -58,79451,0.07,0.01,4251061721,8532,Yes,Bachelor or equivalent,Male,Yes,Married,66,\N,0,4,91,Non-technology Related Job,24,RI,330,130,No,No,0.55,2529,632,0,2015,2 -60,134408,0.03,0.01,4251078182,8533,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,2,7,60,Non-technology Related Job,200,NY,430,165,Yes,No,0.08,6481,925,0,2015,1 -60,134408,0.03,0.01,4251078182,8533,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,2,7,60,Non-technology Related Job,200,NY,430,165,Yes,No,0.08,594,594,0,2015,2 -63,189365,0.07,0.01,4251072847,8534,Yes,Master or equivalent,Female,No,Single,8,\N,3,1,30,Non-technology Related Job,377,MS,29,200,No,No,0.61,6000,1000,0,2015,1 -63,189365,0.07,0.01,4251072847,8534,Yes,Master or equivalent,Female,No,Single,8,\N,3,1,30,Non-technology Related Job,377,MS,29,200,No,No,0.61,2788,348,0,2015,2 -65,244323,0.02,0,4251073114,8535,Yes,Master or equivalent,Female,Yes,Married,99,\N,0,3,99,Non-technology Related Job,53,KY,128,235,No,No,0.15,5885,588,0,2015,1 -65,244323,0.02,0,4251073114,8535,Yes,Master or equivalent,Female,Yes,Married,99,\N,0,3,99,Non-technology Related Job,53,KY,128,235,No,No,0.15,2274,758,0,2015,2 -67,49280,0.06,0,4251058842,8536,Yes,PhD or equivalent,Male,Yes,Single,70,\N,1,5,68,Others,229,GA,228,20,Yes,No,0.68,4066,677,0,2015,1 -67,49280,0.06,0,4251058842,8536,Yes,PhD or equivalent,Male,Yes,Single,70,\N,1,5,68,Others,229,GA,228,20,Yes,No,0.68,8033,892,0,2015,2 -15,47309,0,0.01,4251023544,8537,Yes,High School or below,Female,Yes,Married,77,\N,0,3,9,Non-technology Related Job,89,MT,231,130,No,No,0.89,2714,904,0,2015,1 -15,47309,0,0.01,4251023544,8537,Yes,High School or below,Female,Yes,Married,77,\N,0,3,9,Non-technology Related Job,89,MT,231,130,No,No,0.89,5563,695,0,2015,2 -15,47309,0,0.01,4251023544,8537,Yes,High School or below,Female,Yes,Married,77,\N,0,3,9,Non-technology Related Job,89,MT,231,130,No,No,0.89,1204,1204,0,2015,3 -17,102267,0.03,0.01,4251069107,8538,Yes,High School or below,Male,Yes,Single,48,\N,1,5,78,Non-technology Related Job,265,ME,330,165,No,No,0.42,6141,682,0,2015,1 -17,102267,0.03,0.01,4251069107,8538,Yes,High School or below,Male,Yes,Single,48,\N,1,5,78,Non-technology Related Job,265,ME,330,165,No,No,0.42,3266,544,0,2015,2 -17,102267,0.03,0.01,4251069107,8538,Yes,High School or below,Male,Yes,Single,48,\N,1,5,78,Non-technology Related Job,265,ME,330,165,No,No,0.42,474,474,0,2015,3 -19,157224,0.07,0.01,4251051200,8539,Yes,High School or below,Male,Yes,Married,19,\N,2,7,47,Non-technology Related Job,442,ID,430,200,No,No,0.95,2616,654,1,2015,1 -19,157224,0.07,0.01,4251051200,8539,Yes,High School or below,Male,Yes,Married,19,\N,2,7,47,Non-technology Related Job,442,ID,430,200,No,No,0.95,2250,562,1,2015,2 -21,212182,0.03,0,4251066599,8540,Yes,High School or below,Female,No,Single,110,\N,0,1,17,Non-technology Related Job,118,AR,29,235,No,Yes,0.48,4187,523,0,2015,1 -21,212182,0.03,0,4251066599,8540,Yes,High School or below,Female,No,Single,110,\N,0,1,17,Non-technology Related Job,118,AR,29,235,No,Yes,0.48,2288,572,0,2015,2 -37,210211,0.05,0.02,4251078690,8541,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,2,7,57,Non-technology Related Job,478,MA,32,95,No,No,0.69,5656,707,0,2015,1 -37,210211,0.05,0.02,4251078690,8541,Yes,Bachelor or equivalent,Male,Yes,Married,117,\N,2,7,57,Non-technology Related Job,478,MA,32,95,No,No,0.69,2338,467,0,2015,2 -39,15168,0,0.01,4251055447,8542,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,3,1,27,Non-technology Related Job,154,IN,132,130,No,No,0.22,4377,729,0,2015,1 -39,15168,0,0.01,4251055447,8542,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,3,1,27,Non-technology Related Job,154,IN,132,130,No,No,0.22,3201,533,0,2015,2 -41,70126,0.04,0.01,4251025565,8543,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,1,3,96,Non-technology Related Job,331,CO,231,165,No,No,0.75,1421,355,0,2015,1 -41,70126,0.04,0.01,4251025565,8543,Yes,Bachelor or equivalent,Female,Yes,Married,59,\N,1,3,96,Non-technology Related Job,331,CO,231,165,No,No,0.75,4852,693,0,2015,2 -44,125083,0,0.01,4251086702,8544,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,5,65,Non-technology Related Job,7,WI,330,200,No,No,0.28,3703,925,0,2015,1 -44,125083,0,0.01,4251086702,8544,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,5,65,Non-technology Related Job,7,WI,330,200,No,No,0.28,2430,810,0,2015,2 -44,125083,0,0.01,4251086702,8544,Yes,Bachelor or equivalent,Female,Yes,Single,30,\N,2,5,65,Non-technology Related Job,7,WI,330,200,No,No,0.28,803,803,0,2015,3 -59,123112,0.02,0.02,4251083667,8545,Yes,Master or equivalent,Female,No,Married,37,\N,0,3,6,Non-technology Related Job,367,KS,334,60,No,No,0.49,4550,758,0,2015,1 -59,123112,0.02,0.02,4251083667,8545,Yes,Master or equivalent,Female,No,Married,37,\N,0,3,6,Non-technology Related Job,367,KS,334,60,No,No,0.49,2514,838,0,2015,2 -62,178069,0.05,0.02,4251020652,8546,Yes,High School or below,Male,Yes,Single,8,\N,2,5,75,Non-technology Related Job,43,FL,433,95,No,No,0.03,4111,822,0,2015,1 -62,178069,0.05,0.02,4251020652,8546,Yes,High School or below,Male,Yes,Single,8,\N,2,5,75,Non-technology Related Job,43,FL,433,95,No,No,0.03,4756,951,0,2015,2 -64,233027,0.01,0.01,4251019245,8547,No,High School or below,Male,Yes,Married,99,\N,3,7,44,Non-technology Related Job,219,AL,32,130,No,No,0.56,3274,654,0,2015,1 -64,233027,0.01,0.01,4251019245,8547,No,High School or below,Male,Yes,Married,99,\N,3,7,44,Non-technology Related Job,219,AL,32,130,No,No,0.56,3103,775,0,2015,2 -66,37984,0.04,0.01,4251016491,8548,Yes,High School or below,Male,Yes,Single,70,\N,0,1,14,Non-technology Related Job,396,UT,132,165,No,No,0.09,2237,559,0,2015,1 -66,37984,0.04,0.01,4251016491,8548,Yes,High School or below,Male,Yes,Single,70,\N,0,1,14,Non-technology Related Job,396,UT,132,165,No,No,0.09,2839,567,0,2015,2 -68,92942,0,0,4251061713,8549,Yes,High School or below,Female,Yes,Married,40,\N,1,3,83,Non-technology Related Job,72,OK,231,200,No,No,0.62,6084,869,0,2015,1 -68,92942,0,0,4251061713,8549,Yes,High School or below,Female,Yes,Married,40,\N,1,3,83,Non-technology Related Job,72,OK,231,200,No,No,0.62,1530,765,0,2015,2 -16,90971,0.02,0.02,4251068354,8550,Yes,High School or below,Male,Yes,Single,48,\N,0,1,24,Non-technology Related Job,432,AZ,234,60,No,No,0.83,4452,556,0,2015,1 -16,90971,0.02,0.02,4251068354,8550,Yes,High School or below,Male,Yes,Single,48,\N,0,1,24,Non-technology Related Job,432,AZ,234,60,No,No,0.83,3402,850,0,2015,2 -18,145928,0.06,0.02,4251100038,8551,Yes,High School or below,Female,No,Married,19,\N,1,3,93,Non-technology Related Job,108,VA,334,95,No,Yes,0.36,1111,370,0,2015,1 -18,145928,0.06,0.02,4251100038,8551,Yes,High School or below,Female,No,Married,19,\N,1,3,93,Non-technology Related Job,108,VA,334,95,No,Yes,0.36,3917,559,0,2015,2 -20,200886,0.01,0.01,4251081248,8552,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,2,5,62,Non-technology Related Job,285,RI,433,130,No,No,0.89,960,480,0,2015,1 -20,200886,0.01,0.01,4251081248,8552,Yes,Bachelor or equivalent,Female,Yes,Single,109,\N,2,5,62,Non-technology Related Job,285,RI,433,130,No,No,0.89,3683,920,0,2015,2 -22,5843,0.05,0.01,4251036447,8553,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,3,7,32,Non-technology Related Job,461,NM,32,165,No,No,0.42,3880,485,0,2015,1 -22,5843,0.05,0.01,4251036447,8553,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,3,7,32,Non-technology Related Job,461,NM,32,165,No,No,0.42,3301,660,0,2015,2 -22,5843,0.05,0.01,4251036447,8553,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,3,7,32,Non-technology Related Job,461,NM,32,165,No,No,0.42,266,266,0,2015,3 -53,116743,0.03,0.01,4251088902,8554,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,1,5,50,Others,133,NC,229,180,Yes,No,0.88,8840,1105,0,2015,1 -53,116743,0.03,0.01,4251088902,8554,Yes,Bachelor or equivalent,Female,Yes,Married,18,\N,1,5,50,Others,133,NC,229,180,Yes,No,0.88,3874,774,0,2015,2 -41,58829,0.03,0.02,4251027808,8555,Yes,Master or equivalent,Male,Yes,Married,59,\N,3,7,41,Non-technology Related Job,497,SD,135,60,No,No,0.16,2076,692,0,2015,1 -41,58829,0.03,0.02,4251027808,8555,Yes,Master or equivalent,Male,Yes,Married,59,\N,3,7,41,Non-technology Related Job,497,SD,135,60,No,No,0.16,1175,587,0,2015,2 -43,113787,0.06,0.02,4251067909,8556,Yes,PhD or equivalent,Male,Yes,Single,29,\N,0,1,11,Non-technology Related Job,173,NC,234,95,No,No,0.69,936,468,0,2015,1 -43,113787,0.06,0.02,4251067909,8556,Yes,PhD or equivalent,Male,Yes,Single,29,\N,0,1,11,Non-technology Related Job,173,NC,234,95,No,No,0.69,5075,845,0,2015,2 -43,113787,0.06,0.02,4251067909,8556,Yes,PhD or equivalent,Male,Yes,Single,29,\N,0,1,11,Non-technology Related Job,173,NC,234,95,No,No,0.69,820,820,0,2015,3 -45,168744,0.02,0.01,4251054233,8557,Yes,High School or below,Female,No,Married,0,\N,2,3,80,Non-technology Related Job,350,MT,334,130,No,No,0.22,6201,775,0,2015,1 -45,168744,0.02,0.01,4251054233,8557,Yes,High School or below,Female,No,Married,0,\N,2,3,80,Non-technology Related Job,350,MT,334,130,No,No,0.22,2802,560,0,2015,2 -75,29645,0,0.02,4251015291,8558,Yes,High School or below,Male,Yes,Married,58,\N,3,1,99,Others,22,NV,30,145,No,No,0.68,6147,1024,0,2015,1 -75,29645,0,0.02,4251015291,8558,Yes,High School or below,Male,Yes,Married,58,\N,3,1,99,Others,22,NV,30,145,No,No,0.68,7637,763,0,2015,2 -77,84602,0.04,0.01,4251049069,8559,Yes,High School or below,Male,Yes,Single,29,\N,0,3,68,Others,198,MD,130,180,No,No,0.21,4991,831,0,2015,1 -77,84602,0.04,0.01,4251049069,8559,Yes,High School or below,Male,Yes,Single,29,\N,0,3,68,Others,198,MD,130,180,No,No,0.21,5344,668,0,2015,2 -65,26688,0.03,0.02,4251011643,8560,Yes,High School or below,Female,Yes,Single,69,\N,3,5,59,Non-technology Related Job,62,NV,36,60,No,No,0.5,5736,717,0,2015,1 -65,26688,0.03,0.02,4251011643,8560,Yes,High School or below,Female,Yes,Single,69,\N,3,5,59,Non-technology Related Job,62,NV,36,60,No,No,0.5,3891,555,0,2015,2 -67,81646,0.07,0.02,4251085798,8561,Yes,High School or below,Female,Yes,Single,40,\N,0,7,29,Non-technology Related Job,239,MA,135,95,No,No,0.03,7465,829,0,2015,1 -67,81646,0.07,0.02,4251085798,8561,Yes,High School or below,Female,Yes,Single,40,\N,0,7,29,Non-technology Related Job,239,MA,135,95,No,No,0.03,3587,597,0,2015,2 -67,81646,0.07,0.02,4251085798,8561,Yes,High School or below,Female,Yes,Single,40,\N,0,7,29,Non-technology Related Job,239,MA,135,95,No,No,0.03,1252,1252,0,2015,3 -30,192546,0.05,0.02,4251018427,8562,Yes,High School or below,Male,Yes,Married,98,\N,1,5,47,Others,411,MI,332,110,No,No,0.48,5273,753,0,2015,1 -30,192546,0.05,0.02,4251018427,8562,Yes,High School or below,Male,Yes,Married,98,\N,1,5,47,Others,411,MI,332,110,No,No,0.48,6560,728,0,2015,2 -32,247503,0.01,0.02,4251051042,8563,Yes,Bachelor or equivalent,Female,No,Single,69,\N,2,7,16,Others,87,IA,431,145,No,No,0.01,6918,988,0,2015,1 -32,247503,0.01,0.02,4251051042,8563,Yes,Bachelor or equivalent,Female,No,Single,69,\N,2,7,16,Others,87,IA,431,145,No,No,0.01,1854,618,0,2015,2 -34,52461,0.04,0.01,4251089835,8564,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,0,1,86,Others,263,DE,30,180,No,Yes,0.55,3770,538,0,2015,1 -34,52461,0.04,0.01,4251089835,8564,Yes,Bachelor or equivalent,Female,Yes,Single,40,\N,0,1,86,Others,263,DE,30,180,No,Yes,0.55,1714,571,0,2015,2 -22,244547,0.04,0.02,4251059394,8565,Yes,Master or equivalent,Male,Yes,Single,80,\N,2,3,77,Non-technology Related Job,127,IA,436,60,No,No,0.83,1039,346,0,2015,1 -22,244547,0.04,0.02,4251059394,8565,Yes,Master or equivalent,Male,Yes,Single,80,\N,2,3,77,Non-technology Related Job,127,IA,436,60,No,No,0.83,2528,505,0,2015,2 -52,105447,0.02,0.02,4251068455,8566,Yes,Master or equivalent,Female,Yes,Single,18,\N,3,1,96,Non-technology Related Job,300,KY,133,75,No,No,0.29,2384,794,0,2015,1 -52,105447,0.02,0.02,4251068455,8566,Yes,Master or equivalent,Female,Yes,Single,18,\N,3,1,96,Non-technology Related Job,300,KY,133,75,No,No,0.29,2054,513,0,2015,2 -54,160405,0.05,0.02,4251055368,8567,No,PhD or equivalent,Male,Yes,Married,109,\N,1,3,65,Others,476,GA,232,110,No,Yes,0.82,4655,665,0,2015,1 -54,160405,0.05,0.02,4251055368,8567,No,PhD or equivalent,Male,Yes,Married,109,\N,1,3,65,Others,476,GA,232,110,No,Yes,0.82,2109,703,0,2015,2 -56,215362,0.01,0.02,4251090589,8568,Yes,High School or below,Male,Yes,Single,80,\N,2,5,34,Others,152,AK,332,145,No,No,0.35,4782,797,0,2015,1 -56,215362,0.01,0.02,4251090589,8568,Yes,High School or below,Male,Yes,Single,80,\N,2,5,34,Others,152,AK,332,145,No,No,0.35,3108,518,0,2015,2 -56,215362,0.01,0.02,4251090589,8568,Yes,High School or below,Male,Yes,Single,80,\N,2,5,34,Others,152,AK,332,145,No,No,0.35,1359,1359,0,2015,3 -58,20320,0.05,0.01,4251094887,8569,Yes,High School or below,Female,No,Married,51,\N,3,7,4,Others,329,VT,431,180,No,No,0.88,4295,536,0,2015,1 -58,20320,0.05,0.01,4251094887,8569,Yes,High School or below,Female,No,Married,51,\N,3,7,4,Others,329,VT,431,180,No,No,0.88,5657,808,0,2015,2 -74,18349,0.07,0.03,4251081868,8570,Yes,High School or below,Male,Yes,Single,58,\N,2,5,44,Non-technology Related Job,189,ID,434,40,No,No,0.09,5264,658,0,2015,1 -74,18349,0.07,0.03,4251081868,8570,Yes,High School or below,Male,Yes,Single,58,\N,2,5,44,Non-technology Related Job,189,ID,434,40,No,No,0.09,6761,845,0,2015,2 -76,73306,0.02,0.02,4251097897,8571,Yes,High School or below,Female,Yes,Married,29,\N,3,7,13,Others,365,AR,34,75,No,No,0.62,5660,628,0,2015,1 -76,73306,0.02,0.02,4251097897,8571,Yes,High School or below,Female,Yes,Married,29,\N,3,7,13,Others,365,AR,34,75,No,No,0.62,2268,756,0,2015,2 -79,128263,0.06,0.02,4251062815,8572,Yes,High School or below,Female,Yes,Single,0,\N,0,1,83,Others,41,WA,133,110,No,No,0.15,6579,657,0,2015,1 -79,128263,0.06,0.02,4251062815,8572,Yes,High School or below,Female,Yes,Single,0,\N,0,1,83,Others,41,WA,133,110,No,No,0.15,4269,853,0,2015,2 -13,183221,0.02,0.02,4251079080,8573,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,1,3,52,Others,217,SC,232,145,No,No,0.68,5360,1072,0,2015,1 -13,183221,0.02,0.02,4251079080,8573,Yes,Bachelor or equivalent,Female,Yes,Married,90,\N,1,3,52,Others,217,SC,232,145,No,No,0.68,3048,1016,0,2015,2 -15,238178,0.05,0.01,4251063451,8574,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,2,5,22,Others,394,NY,332,180,No,No,0.21,1305,652,0,2015,1 -15,238178,0.05,0.01,4251063451,8574,Yes,Bachelor or equivalent,Male,Yes,Single,61,\N,2,5,22,Others,394,NY,332,180,No,No,0.21,5484,783,0,2015,2 -31,236207,0.07,0.03,4251068211,8575,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,1,3,62,Non-technology Related Job,254,WI,335,40,No,No,0.42,5002,714,1,2015,1 -31,236207,0.07,0.03,4251068211,8575,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,1,3,62,Non-technology Related Job,254,WI,335,40,No,No,0.42,1977,659,1,2015,2 -31,236207,0.07,0.03,4251068211,8575,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,1,3,62,Non-technology Related Job,254,WI,335,40,No,No,0.42,989,989,1,2015,3 -33,41165,0.03,0.02,4251070013,8576,Yes,Master or equivalent,Male,Yes,Single,40,\N,2,5,31,Others,430,TN,434,75,No,No,0.96,441,220,0,2015,1 -33,41165,0.03,0.02,4251070013,8576,Yes,Master or equivalent,Male,Yes,Single,40,\N,2,5,31,Others,430,TN,434,75,No,No,0.96,5796,828,0,2015,2 -35,96122,0.07,0.02,4251095840,8577,Yes,Master or equivalent,Male,Yes,Married,10,\N,3,7,1,Others,106,ND,34,110,No,No,0.49,3651,912,0,2015,1 -35,96122,0.07,0.02,4251095840,8577,Yes,Master or equivalent,Male,Yes,Married,10,\N,3,7,1,Others,106,ND,34,110,No,No,0.49,3994,798,0,2015,2 -37,151080,0.02,0.02,4251052582,8578,Yes,PhD or equivalent,Female,Yes,Single,101,\N,1,1,70,Others,283,NE,133,145,No,No,0.02,5150,515,0,2015,1 -37,151080,0.02,0.02,4251052582,8578,Yes,PhD or equivalent,Female,Yes,Single,101,\N,1,1,70,Others,283,NE,133,145,No,No,0.02,2339,584,0,2015,2 -53,149109,0.04,0.03,4251048116,8579,Yes,High School or below,Male,Yes,Married,109,\N,3,7,10,Non-technology Related Job,143,UT,136,5,No,No,0.23,8650,1081,0,2015,1 -53,149109,0.04,0.03,4251048116,8579,Yes,High School or below,Male,Yes,Married,109,\N,3,7,10,Non-technology Related Job,143,UT,136,5,No,No,0.23,2715,678,0,2015,2 -55,204066,0,0.03,4251069452,8580,Yes,High School or below,Female,No,Single,80,\N,0,1,80,Non-technology Related Job,319,OR,236,40,No,No,0.76,5167,1033,0,2015,1 -55,204066,0,0.03,4251069452,8580,Yes,High School or below,Female,No,Single,80,\N,0,1,80,Non-technology Related Job,319,OR,236,40,No,No,0.76,2838,946,0,2015,2 -58,9023,0.03,0.02,4251061288,8581,Yes,High School or below,Female,Yes,Married,50,\N,2,3,49,Others,495,NH,335,75,No,No,0.29,5766,823,0,2015,1 -58,9023,0.03,0.02,4251061288,8581,Yes,High School or below,Female,Yes,Married,50,\N,2,3,49,Others,495,NH,335,75,No,No,0.29,5690,1138,0,2015,2 -60,63981,0.07,0.02,4251052859,8582,Yes,High School or below,Male,Yes,Single,21,\N,3,5,19,Others,171,MI,434,110,No,No,0.82,7136,713,0,2015,1 -60,63981,0.07,0.02,4251052859,8582,Yes,High School or below,Male,Yes,Single,21,\N,3,5,19,Others,171,MI,434,110,No,No,0.82,2260,753,0,2015,2 -76,62010,0.01,0.03,4251028343,8583,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,1,3,59,Non-technology Related Job,32,RI,438,220,No,No,0.03,1742,871,0,2015,1 -76,62010,0.01,0.03,4251028343,8583,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,1,3,59,Non-technology Related Job,32,RI,438,220,No,No,0.03,1706,426,0,2015,2 -76,62010,0.01,0.03,4251028343,8583,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,1,3,59,Non-technology Related Job,32,RI,438,220,No,No,0.03,848,848,0,2015,3 -78,116967,0.05,0.03,4251029424,8584,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,3,5,28,Non-technology Related Job,208,NM,37,5,No,No,0.56,3997,444,0,2015,1 -78,116967,0.05,0.03,4251029424,8584,Yes,Bachelor or equivalent,Male,Yes,Single,119,\N,3,5,28,Non-technology Related Job,208,NM,37,5,No,No,0.56,2346,782,0,2015,2 -12,171925,0,0.03,4251089865,8585,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,0,7,98,Non-technology Related Job,384,MS,136,40,No,No,0.09,1211,1211,0,2015,1 -12,171925,0,0.03,4251089865,8585,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,0,7,98,Non-technology Related Job,384,MS,136,40,No,No,0.09,7375,614,0,2015,2 -14,226882,0.04,0.02,4251011516,8586,Yes,Bachelor or equivalent,Male,No,Single,61,\N,1,1,67,Others,60,KY,236,75,No,No,0.62,2770,692,0,2015,1 -14,226882,0.04,0.02,4251011516,8586,Yes,Bachelor or equivalent,Male,No,Single,61,\N,1,1,67,Others,60,KY,236,75,No,No,0.62,8483,942,0,2015,2 -30,224911,0.06,0,4251018767,8587,Yes,PhD or equivalent,Male,No,Married,69,\N,0,7,7,Non-technology Related Job,420,NC,239,185,No,No,0.83,3519,586,0,2015,1 -30,224911,0.06,0,4251018767,8587,Yes,PhD or equivalent,Male,No,Married,69,\N,0,7,7,Non-technology Related Job,420,NC,239,185,No,No,0.83,9433,786,0,2015,2 -30,224911,0.06,0,4251018767,8587,Yes,PhD or equivalent,Male,No,Married,69,\N,0,7,7,Non-technology Related Job,420,NC,239,185,No,No,0.83,136,136,0,2015,3 -32,29869,0.02,0.03,4251051259,8588,Yes,High School or below,Male,Yes,Single,39,\N,1,1,77,Non-technology Related Job,97,MT,338,220,No,No,0.37,546,273,0,2015,1 -32,29869,0.02,0.03,4251051259,8588,Yes,High School or below,Male,Yes,Single,39,\N,1,1,77,Non-technology Related Job,97,MT,338,220,No,No,0.37,5495,1099,0,2015,2 -34,84826,0.05,0.03,4251087476,8589,Yes,High School or below,Female,Yes,Married,10,\N,2,3,46,Non-technology Related Job,273,ME,438,5,No,Yes,0.9,5007,1001,0,2015,1 -34,84826,0.05,0.03,4251087476,8589,Yes,High School or below,Female,Yes,Married,10,\N,2,3,46,Non-technology Related Job,273,ME,438,5,No,Yes,0.9,2040,510,0,2015,2 -36,139784,0.01,0.03,4251072286,8590,Yes,High School or below,Female,Yes,Single,101,\N,3,5,16,Others,449,HI,37,40,No,No,0.43,2183,545,0,2015,1 -36,139784,0.01,0.03,4251072286,8590,Yes,High School or below,Female,Yes,Single,101,\N,3,5,16,Others,449,HI,37,40,No,No,0.43,1967,655,0,2015,2 -67,684,0.07,0.03,4251058798,8591,Yes,High School or below,Male,Yes,Single,39,\N,1,3,34,Others,122,IL,234,55,No,Yes,0.88,4049,578,0,2015,1 -67,684,0.07,0.03,4251058798,8591,Yes,High School or below,Male,Yes,Single,39,\N,1,3,34,Others,122,IL,234,55,No,Yes,0.88,1736,578,0,2015,2 -54,192770,0.06,0,4251073895,8592,Yes,High School or below,Female,Yes,Single,79,\N,3,5,25,Non-technology Related Job,486,MA,139,185,No,No,0.17,4967,827,1,2015,1 -54,192770,0.06,0,4251073895,8592,Yes,High School or below,Female,Yes,Single,79,\N,3,5,25,Non-technology Related Job,486,MA,139,185,No,No,0.17,2113,704,1,2015,2 -57,247727,0.02,0.03,4251080499,8593,Yes,Bachelor or equivalent,Male,No,Married,50,\N,0,7,95,Non-technology Related Job,162,IL,239,220,No,No,0.7,2946,491,0,2015,1 -57,247727,0.02,0.03,4251080499,8593,Yes,Bachelor or equivalent,Male,No,Married,50,\N,0,7,95,Non-technology Related Job,162,IL,239,220,No,No,0.7,2221,555,0,2015,2 -59,52685,0.06,0.03,4251061429,8594,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,2,1,64,Non-technology Related Job,338,CO,338,5,Yes,No,0.23,4137,591,0,2015,1 -59,52685,0.06,0.03,4251061429,8594,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,2,1,64,Non-technology Related Job,338,CO,338,5,Yes,No,0.23,2116,1058,0,2015,2 -59,52685,0.06,0.03,4251061429,8594,Yes,Bachelor or equivalent,Male,Yes,Married,21,\N,2,1,64,Non-technology Related Job,338,CO,338,5,Yes,No,0.23,986,986,0,2015,3 -61,107642,0.01,0.03,4251016453,8595,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,3,3,33,Others,14,WI,437,39,No,No,0.76,5107,1276,0,2015,1 -61,107642,0.01,0.03,4251016453,8595,Yes,Bachelor or equivalent,Female,Yes,Single,112,\N,3,3,33,Others,14,WI,437,39,No,No,0.76,7351,816,0,2015,2 -23,218543,0,0.03,4251038557,8596,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,0,1,52,Others,187,WY,134,54,No,No,0.22,4710,588,0,2015,1 -23,218543,0,0.03,4251038557,8596,Yes,Bachelor or equivalent,Male,Yes,Single,50,\N,0,1,52,Others,187,WY,134,54,No,No,0.22,2599,866,0,2015,2 -79,160629,0.07,0,4251074475,8597,Yes,Master or equivalent,Female,No,Single,90,\N,2,3,43,Non-technology Related Job,51,DE,40,184,No,No,0.5,7139,1019,0,2015,1 -79,160629,0.07,0,4251074475,8597,Yes,Master or equivalent,Female,No,Single,90,\N,2,3,43,Non-technology Related Job,51,DE,40,184,No,No,0.5,6575,939,0,2015,2 -13,215586,0.03,0.03,4251025971,8598,Yes,PhD or equivalent,Female,Yes,Married,61,\N,0,5,13,Non-technology Related Job,227,AL,139,219,No,No,0.03,2564,854,0,2015,1 -13,215586,0.03,0.03,4251025971,8598,Yes,PhD or equivalent,Female,Yes,Married,61,\N,0,5,13,Non-technology Related Job,227,AL,139,219,No,No,0.03,2849,712,0,2015,2 -15,20544,0.06,0.03,4251070272,8599,Yes,High School or below,Female,No,Single,32,\N,1,7,82,Non-technology Related Job,403,TX,239,4,No,No,0.56,3624,724,1,2015,1 -15,20544,0.06,0.03,4251070272,8599,Yes,High School or below,Female,No,Single,32,\N,1,7,82,Non-technology Related Job,403,TX,239,4,No,No,0.56,5318,1063,1,2015,2 -46,131444,0.04,0.03,4251077606,8600,Yes,High School or below,Female,Yes,Single,90,\N,2,5,0,Others,76,VT,436,19,No,No,0.02,5008,715,0,2015,1 -46,131444,0.04,0.03,4251077606,8600,Yes,High School or below,Female,Yes,Single,90,\N,2,5,0,Others,76,VT,436,19,No,No,0.02,5144,1028,0,2015,2 -48,186401,0,0.03,4251069912,8601,Yes,High School or below,Female,Yes,Married,61,\N,3,7,70,Others,252,PA,35,54,No,No,0.55,2879,959,0,2015,1 -48,186401,0,0.03,4251069912,8601,Yes,High School or below,Female,Yes,Married,61,\N,3,7,70,Others,252,PA,35,54,No,No,0.55,2513,837,0,2015,2 -36,128487,0.07,0,4251058212,8602,Yes,High School or below,Male,Yes,Married,101,\N,2,1,61,Non-technology Related Job,116,VT,441,184,No,No,0.84,1569,784,0,2015,1 -36,128487,0.07,0,4251058212,8602,Yes,High School or below,Male,Yes,Married,101,\N,2,1,61,Non-technology Related Job,116,VT,441,184,No,No,0.84,3179,794,0,2015,2 -38,183445,0.03,0.03,4251041470,8603,Yes,High School or below,Male,No,Single,72,\N,3,3,30,Non-technology Related Job,292,PA,40,219,No,No,0.37,5942,990,0,2015,1 -38,183445,0.03,0.03,4251041470,8603,Yes,High School or below,Male,No,Single,72,\N,3,3,30,Non-technology Related Job,292,PA,40,219,No,No,0.37,2019,504,0,2015,2 -68,44345,0.01,0,4251025684,8604,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,0,1,49,Others,464,SC,237,234,No,No,0.82,5283,754,0,2015,1 -68,44345,0.01,0,4251025684,8604,Yes,Bachelor or equivalent,Female,Yes,Single,10,\N,0,1,49,Others,464,SC,237,234,No,No,0.82,6319,631,0,2015,2 -70,99303,0.05,0.03,4251028260,8605,Yes,Bachelor or equivalent,Male,No,Married,100,\N,2,3,18,Others,141,NY,336,19,No,Yes,0.36,6767,845,0,2015,1 -70,99303,0.05,0.03,4251028260,8605,Yes,Bachelor or equivalent,Male,No,Married,100,\N,2,3,18,Others,141,NY,336,19,No,Yes,0.36,4738,789,0,2015,2 -72,154260,0.01,0.03,4251085360,8606,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,3,5,88,Others,317,MO,436,54,No,No,0.89,8220,913,0,2015,1 -72,154260,0.01,0.03,4251085360,8606,Yes,Bachelor or equivalent,Male,Yes,Single,71,\N,3,5,88,Others,317,MO,436,54,No,No,0.89,2934,733,0,2015,2 -60,96346,0,0,4251096320,8607,Yes,Master or equivalent,Female,Yes,Single,112,\N,1,7,79,Non-technology Related Job,181,NC,341,184,No,No,0.17,1935,483,0,2015,1 -60,96346,0,0,4251096320,8607,Yes,Master or equivalent,Female,Yes,Single,112,\N,1,7,79,Non-technology Related Job,181,NC,341,184,No,No,0.17,1655,413,0,2015,2 -22,207247,0.06,0,4251061771,8608,Yes,Master or equivalent,Male,Yes,Single,50,\N,3,5,97,Others,353,OH,38,199,No,No,0.63,1961,653,0,2015,1 -22,207247,0.06,0,4251061771,8608,Yes,Master or equivalent,Male,Yes,Single,50,\N,3,5,97,Others,353,OH,38,199,No,No,0.63,643,321,0,2015,2 -25,12204,0.02,0,4251013993,8609,Yes,High School or below,Female,No,Married,20,\N,0,7,67,Others,30,NE,138,234,No,No,0.16,1460,486,0,2015,1 -25,12204,0.02,0,4251013993,8609,Yes,High School or below,Female,No,Married,20,\N,0,7,67,Others,30,NE,138,234,No,No,0.16,7117,790,0,2015,2 -27,67161,0.05,0.03,4251091998,8610,Yes,High School or below,Female,Yes,Single,111,\N,1,1,36,Others,206,MD,237,19,No,No,0.69,7232,904,1,2015,1 -27,67161,0.05,0.03,4251091998,8610,Yes,High School or below,Female,Yes,Single,111,\N,1,1,36,Others,206,MD,237,19,No,No,0.69,5757,822,1,2015,2 -29,122119,0.01,0.03,4251021581,8611,Yes,High School or below,Male,No,Married,82,\N,2,4,6,Others,382,ID,336,54,No,No,0.22,5334,592,0,2015,1 -29,122119,0.01,0.03,4251021581,8611,Yes,High School or below,Male,No,Married,82,\N,2,4,6,Others,382,ID,336,54,No,No,0.22,2386,477,0,2015,2 -45,120148,0.03,0.01,4251041481,8612,Yes,High School or below,Female,Yes,Single,90,\N,1,1,46,Others,242,NH,340,164,Yes,No,0.43,4018,1004,0,2015,1 -45,120148,0.03,0.01,4251041481,8612,Yes,High School or below,Female,Yes,Single,90,\N,1,1,46,Others,242,NH,340,164,Yes,No,0.43,4821,688,0,2015,2 -45,120148,0.03,0.01,4251041481,8612,Yes,High School or below,Female,Yes,Single,90,\N,1,1,46,Others,242,NH,340,164,Yes,No,0.43,626,626,0,2015,3 -47,175105,0.07,0,4251021109,8613,Yes,High School or below,Male,Yes,Married,60,\N,2,3,15,Others,418,MI,439,199,No,No,0.96,3984,796,0,2015,1 -47,175105,0.07,0,4251021109,8613,Yes,High School or below,Male,Yes,Married,60,\N,2,3,15,Others,418,MI,439,199,No,No,0.96,2300,460,0,2015,2 -47,175105,0.07,0,4251021109,8613,Yes,High School or below,Male,Yes,Married,60,\N,2,3,15,Others,418,MI,439,199,No,No,0.96,115,115,0,2015,3 -49,230063,0.02,0,4251050809,8614,Yes,High School or below,Male,Yes,Single,31,\N,3,5,85,Others,95,IA,38,234,No,No,0.49,3325,831,0,2015,1 -49,230063,0.02,0,4251050809,8614,Yes,High School or below,Male,Yes,Single,31,\N,3,5,85,Others,95,IA,38,234,No,No,0.49,7050,881,0,2015,2 -51,35020,0.06,0.03,4251057197,8615,Yes,Bachelor or equivalent,Male,No,Married,2,\N,1,7,54,Others,271,CT,138,19,Yes,No,0.02,2526,842,0,2015,1 -53,89978,0.02,0.03,4251015142,8616,Yes,Bachelor or equivalent,Female,Yes,Single,93,\N,2,2,23,Others,447,WY,237,54,No,No,0.55,1089,544,0,2015,1 -53,89978,0.02,0.03,4251015142,8616,Yes,Bachelor or equivalent,Female,Yes,Single,93,\N,2,2,23,Others,447,WY,237,54,No,No,0.55,5471,911,0,2015,2 -69,88007,0.04,0,4251065912,8617,Yes,Master or equivalent,Male,Yes,Married,100,\N,0,7,64,Others,307,KY,240,164,No,No,0.77,3976,568,0,2015,1 -69,88007,0.04,0,4251065912,8617,Yes,Master or equivalent,Male,Yes,Married,100,\N,0,7,64,Others,307,KY,240,164,No,No,0.77,3861,551,0,2015,2 -72,142964,0.07,0,4251054728,8618,Yes,Master or equivalent,Female,Yes,Single,71,\N,2,1,33,Others,484,FL,339,199,No,No,0.3,1778,355,0,2015,1 -72,142964,0.07,0,4251054728,8618,Yes,Master or equivalent,Female,Yes,Single,71,\N,2,1,33,Others,484,FL,339,199,No,No,0.3,2787,696,0,2015,2 -74,197921,0.03,0,4251068058,8619,Yes,PhD or equivalent,Female,Yes,Married,42,\N,3,3,3,Others,160,AK,439,234,No,No,0.83,40,40,0,2015,1 -74,197921,0.03,0,4251068058,8619,Yes,PhD or equivalent,Female,Yes,Married,42,\N,3,3,3,Others,160,AK,439,234,No,No,0.83,6580,822,0,2015,2 -76,2879,0.06,0.03,4251099697,8620,Yes,High School or below,Male,Yes,Single,13,\N,0,6,72,Others,336,VT,38,19,No,No,0.36,6721,840,0,2015,1 -76,2879,0.06,0.03,4251099697,8620,Yes,High School or below,Male,Yes,Single,13,\N,0,6,72,Others,336,VT,38,19,No,No,0.36,6516,930,0,2015,2 -76,2879,0.06,0.03,4251099697,8620,Yes,High School or below,Male,Yes,Single,13,\N,0,6,72,Others,336,VT,38,19,No,No,0.36,183,183,0,2015,3 -24,908,0.01,0.01,4251022829,8621,Yes,High School or below,Female,Yes,Married,20,\N,3,3,12,Others,196,HI,41,129,No,No,0.57,2743,685,1,2015,1 -24,908,0.01,0.01,4251022829,8621,Yes,High School or below,Female,Yes,Married,20,\N,3,3,12,Others,196,HI,41,129,No,No,0.57,5230,581,1,2015,2 -26,55865,0.04,0,4251070835,8622,Yes,High School or below,Male,No,Single,111,\N,0,5,82,Others,372,AR,141,164,No,No,0.1,5011,835,0,2015,1 -26,55865,0.04,0,4251070835,8622,Yes,High School or below,Male,No,Single,111,\N,0,5,82,Others,372,AR,141,164,No,No,0.1,8585,1073,0,2015,2 -28,110823,0,0,4251036014,8623,Yes,High School or below,Male,Yes,Married,82,\N,1,7,51,Others,49,WA,240,199,No,No,0.63,1265,421,0,2015,1 -28,110823,0,0,4251036014,8623,Yes,High School or below,Male,Yes,Married,82,\N,1,7,51,Others,49,WA,240,199,No,No,0.63,2549,637,0,2015,2 -30,165780,0.03,0,4251057527,8624,No,High School or below,Female,Yes,Married,53,\N,2,2,20,Others,225,RI,339,234,No,No,0.16,5087,1017,0,2015,1 -30,165780,0.03,0,4251057527,8624,No,High School or below,Female,Yes,Married,53,\N,2,2,20,Others,225,RI,339,234,No,No,0.16,4539,1134,0,2015,2 -46,163809,0.05,0.01,4251039630,8625,Yes,Bachelor or equivalent,Male,Yes,Married,60,\N,1,7,61,Others,85,CO,343,94,No,No,0.37,5269,658,0,2015,1 -46,163809,0.05,0.01,4251039630,8625,Yes,Bachelor or equivalent,Male,Yes,Married,60,\N,1,7,61,Others,85,CO,343,94,No,No,0.37,2181,1090,0,2015,2 -48,218767,0.01,0.01,4251097457,8626,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,2,1,30,Others,261,WI,442,129,No,No,0.9,2388,597,0,2015,1 -48,218767,0.01,0.01,4251097457,8626,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,2,1,30,Others,261,WI,442,129,No,No,0.9,2399,399,0,2015,2 -50,23724,0.05,0,4251024472,8627,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,3,3,0,Others,437,SD,41,164,No,Yes,0.43,4798,799,0,2015,1 -50,23724,0.05,0,4251024472,8627,Yes,Bachelor or equivalent,Female,Yes,Single,2,\N,3,3,0,Others,437,SD,41,164,No,Yes,0.43,3177,529,0,2015,2 -53,78681,0,0,4251092995,8628,Yes,Master or equivalent,Female,No,Married,93,\N,0,6,69,Others,114,ND,141,199,No,No,0.96,6277,784,0,2015,1 -53,78681,0,0,4251092995,8628,Yes,Master or equivalent,Female,No,Married,93,\N,0,6,69,Others,114,ND,141,199,No,No,0.96,3235,1078,0,2015,2 -68,76710,0.02,0.02,4251095149,8629,Yes,High School or below,Female,Yes,Married,100,\N,3,3,9,Non-technology Related Job,474,AL,144,59,No,No,0.18,3398,849,0,2015,1 -68,76710,0.02,0.02,4251095149,8629,Yes,High School or below,Female,Yes,Married,100,\N,3,3,9,Non-technology Related Job,474,AL,144,59,No,No,0.18,3249,649,0,2015,2 -71,131668,0.06,0.01,4251038533,8630,Yes,High School or below,Female,Yes,Married,71,\N,0,5,79,Others,150,TX,243,94,No,No,0.71,5743,820,0,2015,1 -71,131668,0.06,0.01,4251038533,8630,Yes,High School or below,Female,Yes,Married,71,\N,0,5,79,Others,150,TX,243,94,No,No,0.71,4709,784,0,2015,2 -73,186625,0.02,0.01,4251060507,8631,Yes,High School or below,Male,Yes,Single,42,\N,1,7,48,Others,326,OK,343,129,No,No,0.24,5305,757,0,2015,1 -73,186625,0.02,0.01,4251060507,8631,Yes,High School or below,Male,Yes,Single,42,\N,1,7,48,Others,326,OK,343,129,No,No,0.24,2649,662,0,2015,2 -73,186625,0.02,0.01,4251060507,8631,Yes,High School or below,Male,Yes,Single,42,\N,1,7,48,Others,326,OK,343,129,No,No,0.24,1237,618,0,2015,3 -75,241583,0.05,0,4251036558,8632,Yes,High School or below,Male,Yes,Married,13,\N,3,1,17,Others,3,NH,442,164,No,No,0.77,3915,783,0,2015,1 -75,241583,0.05,0,4251036558,8632,Yes,High School or below,Male,Yes,Married,13,\N,3,1,17,Others,3,NH,442,164,No,No,0.77,5191,741,0,2015,2 -37,102483,0.03,0.01,4251051659,8633,Yes,High School or below,Female,Yes,Married,71,\N,0,7,36,Others,175,NM,139,179,Yes,No,0.22,5528,691,0,2015,1 -37,102483,0.03,0.01,4251051659,8633,Yes,High School or below,Female,Yes,Married,71,\N,0,7,36,Others,175,NM,139,179,Yes,No,0.22,6355,794,0,2015,2 -25,44569,0.03,0.02,4251054629,8634,Yes,High School or below,Male,Yes,Married,111,\N,2,1,27,Non-technology Related Job,39,PA,45,59,No,No,0.51,2560,512,0,2015,1 -25,44569,0.03,0.02,4251054629,8634,Yes,High School or below,Male,Yes,Married,111,\N,2,1,27,Non-technology Related Job,39,PA,45,59,No,No,0.51,6188,773,0,2015,2 -27,99527,0.06,0.01,4251029162,8635,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,0,3,97,Others,215,NM,144,94,No,No,0.04,5779,825,1,2015,1 -27,99527,0.06,0.01,4251029162,8635,Yes,Bachelor or equivalent,Female,Yes,Single,82,\N,0,3,97,Others,215,NM,144,94,No,No,0.04,3059,509,1,2015,2 -29,154484,0.02,0.01,4251092403,8636,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,1,5,66,Others,391,MN,243,129,No,No,0.57,1193,298,0,2015,1 -29,154484,0.02,0.01,4251092403,8636,Yes,Bachelor or equivalent,Female,Yes,Married,53,\N,1,5,66,Others,391,MN,243,129,No,No,0.57,2252,563,0,2015,2 -60,15384,0,0.01,4251094225,8637,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,2,3,84,Others,64,MO,440,144,No,No,0.03,1997,332,0,2015,1 -60,15384,0,0.01,4251094225,8637,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,2,3,84,Others,64,MO,440,144,No,No,0.03,8292,921,0,2015,2 -60,15384,0,0.01,4251094225,8637,Yes,Bachelor or equivalent,Male,Yes,Married,110,\N,2,3,84,Others,64,MO,440,144,No,No,0.03,29,29,0,2015,3 -62,70342,0.04,0.01,4251049582,8638,Yes,Bachelor or equivalent,Female,No,Single,81,\N,3,5,54,Others,240,LA,40,179,No,No,0.56,4989,831,0,2015,1 -62,70342,0.04,0.01,4251049582,8638,Yes,Bachelor or equivalent,Female,No,Single,81,\N,3,5,54,Others,240,LA,40,179,No,No,0.56,8901,989,0,2015,2 -50,12428,0.03,0.02,4251025763,8639,Yes,PhD or equivalent,Male,No,Single,2,\N,2,7,45,Non-technology Related Job,104,MT,445,59,No,No,0.84,36,36,0,2015,1 -50,12428,0.03,0.02,4251025763,8639,Yes,PhD or equivalent,Male,No,Single,2,\N,2,7,45,Non-technology Related Job,104,MT,445,59,No,No,0.84,6435,804,0,2015,2 -52,67385,0.07,0.01,4251092936,8640,Yes,High School or below,Male,Yes,Married,93,\N,3,1,14,Others,280,LA,45,94,No,No,0.37,5067,1013,0,2015,1 -52,67385,0.07,0.01,4251092936,8640,Yes,High School or below,Male,Yes,Married,93,\N,3,1,14,Others,280,LA,45,94,No,No,0.37,2226,556,0,2015,2 -14,178286,0.05,0.02,4251040107,8641,Yes,High School or below,Female,Yes,Married,30,\N,0,7,33,Others,453,MD,242,109,No,No,0.83,2420,605,0,2015,1 -14,178286,0.05,0.02,4251040107,8641,Yes,High School or below,Female,Yes,Married,30,\N,0,7,33,Others,453,MD,242,109,No,No,0.83,4177,696,0,2015,2 -16,233243,0.01,0.01,4251051016,8642,Yes,High School or below,Female,Yes,Single,1,\N,2,1,2,Others,129,IL,341,144,No,No,0.36,1340,670,0,2015,1 -16,233243,0.01,0.01,4251051016,8642,Yes,High School or below,Female,Yes,Single,1,\N,2,1,2,Others,129,IL,341,144,No,No,0.36,5727,636,0,2015,2 -18,38201,0.04,0.01,4251078820,8643,Yes,High School or below,Male,Yes,Married,92,\N,3,3,72,Others,305,CA,440,179,No,No,0.89,2546,848,1,2015,1 -18,38201,0.04,0.01,4251078820,8643,Yes,High School or below,Male,Yes,Married,92,\N,3,3,72,Others,305,CA,440,179,No,No,0.89,5115,511,1,2015,2 -74,230287,0.04,0.02,4251012817,8644,Yes,High School or below,Female,Yes,Married,12,\N,1,5,63,Non-technology Related Job,169,IL,346,59,No,No,0.18,3766,627,0,2015,1 -74,230287,0.04,0.02,4251012817,8644,Yes,High School or below,Female,Yes,Married,12,\N,1,5,63,Non-technology Related Job,169,IL,346,59,No,No,0.18,4515,903,0,2015,2 -76,35244,0.07,0.01,4251025328,8645,Yes,Bachelor or equivalent,Female,No,Single,103,\N,3,0,32,Others,345,CO,445,94,No,No,0.71,5096,728,0,2015,1 -76,35244,0.07,0.01,4251025328,8645,Yes,Bachelor or equivalent,Female,No,Single,103,\N,3,0,32,Others,345,CO,445,94,No,No,0.71,3819,763,0,2015,2 -39,146144,0.06,0.02,4251096977,8646,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,0,5,51,Others,18,CT,142,109,No,No,0.16,6866,980,0,2015,1 -39,146144,0.06,0.02,4251096977,8646,Yes,Bachelor or equivalent,Male,Yes,Single,41,\N,0,5,51,Others,18,CT,142,109,No,No,0.16,3793,948,0,2015,2 -41,201102,0.01,0.01,4251088919,8647,Yes,Bachelor or equivalent,Female,Yes,Married,12,\N,1,7,20,Others,194,WY,241,144,No,No,0.7,3523,503,0,2015,1 -41,201102,0.01,0.01,4251088919,8647,Yes,Bachelor or equivalent,Female,Yes,Married,12,\N,1,7,20,Others,194,WY,241,144,No,No,0.7,1682,560,0,2015,2 -43,6059,0.05,0.01,4251083079,8648,Yes,Bachelor or equivalent,Female,Yes,Single,103,\N,2,2,89,Technology Related Job,370,TX,341,179,No,No,0.23,5913,657,0,2015,1 -43,6059,0.05,0.01,4251083079,8648,Yes,Bachelor or equivalent,Female,Yes,Single,103,\N,2,2,89,Technology Related Job,370,TX,341,179,No,No,0.23,1208,604,0,2015,2 -43,6059,0.05,0.01,4251083079,8648,Yes,Bachelor or equivalent,Female,Yes,Single,103,\N,2,2,89,Technology Related Job,370,TX,341,179,No,No,0.23,770,770,0,2015,3 -31,198145,0.04,0.02,4251030533,8649,Yes,Master or equivalent,Male,Yes,Single,23,\N,1,4,81,Others,234,WY,247,59,No,Yes,0.51,6303,700,0,2015,1 -31,198145,0.04,0.02,4251030533,8649,Yes,Master or equivalent,Male,Yes,Single,23,\N,1,4,81,Others,234,WY,247,59,No,Yes,0.51,2058,514,0,2015,2 -31,198145,0.04,0.02,4251030533,8649,Yes,Master or equivalent,Male,Yes,Single,23,\N,1,4,81,Others,234,WY,247,59,No,Yes,0.51,251,251,0,2015,3 -61,59046,0.03,0.02,4251031098,8650,Yes,PhD or equivalent,Female,Yes,Single,81,\N,2,1,99,Others,407,AK,443,74,No,No,0.97,3018,603,0,2015,1 -61,59046,0.03,0.02,4251031098,8650,Yes,PhD or equivalent,Female,Yes,Single,81,\N,2,1,99,Others,407,AK,443,74,No,No,0.97,1823,364,0,2015,2 -63,114003,0.06,0.01,4251013825,8651,Yes,High School or below,Male,No,Married,52,\N,3,3,69,Others,83,VT,43,109,No,No,0.5,4621,577,0,2015,1 -63,114003,0.06,0.01,4251013825,8651,Yes,High School or below,Male,No,Married,52,\N,3,3,69,Others,83,VT,43,109,No,No,0.5,4252,708,0,2015,2 -65,168961,0.02,0.01,4251088692,8652,Yes,High School or below,Male,Yes,Single,23,\N,0,6,38,Others,259,OR,142,144,No,No,0.03,7712,771,0,2015,1 -65,168961,0.02,0.01,4251088692,8652,Yes,High School or below,Male,Yes,Single,23,\N,0,6,38,Others,259,OR,142,144,No,No,0.03,3580,511,0,2015,2 -67,223918,0.05,0.01,4251078032,8653,Yes,High School or below,Male,Yes,Married,114,\N,2,0,7,Technology Related Job,435,NJ,241,179,No,No,0.56,5896,1179,0,2015,1 -67,223918,0.05,0.01,4251078032,8653,Yes,High School or below,Male,Yes,Married,114,\N,2,0,7,Technology Related Job,435,NJ,241,179,No,No,0.56,5782,826,0,2015,2 -15,221947,0.07,0.02,4251078963,8654,Yes,High School or below,Male,Yes,Single,1,\N,0,5,48,Others,296,WA,245,39,No,Yes,0.77,5497,687,0,2015,1 -15,221947,0.07,0.02,4251078963,8654,Yes,High School or below,Male,Yes,Single,1,\N,0,5,48,Others,296,WA,245,39,No,Yes,0.77,6945,694,0,2015,2 -17,26905,0.03,0.02,4251013054,8655,Yes,High School or below,Female,Yes,Married,92,\N,1,7,17,Others,472,RI,344,74,No,No,0.3,1994,398,0,2015,1 -17,26905,0.03,0.02,4251013054,8655,Yes,High School or below,Female,Yes,Married,92,\N,1,7,17,Others,472,RI,344,74,No,No,0.3,2028,1014,0,2015,2 -20,81862,0.07,0.01,4251067976,8656,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,3,1,86,Others,148,NY,443,109,No,No,0.83,4805,800,0,2015,1 -20,81862,0.07,0.01,4251067976,8656,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,3,1,86,Others,148,NY,443,109,No,No,0.83,4186,697,0,2015,2 -22,136819,0.02,0.01,4251020851,8657,Yes,Bachelor or equivalent,Female,No,Single,34,\N,0,4,56,Others,324,MO,43,144,No,No,0.36,2000,666,0,2015,1 -22,136819,0.02,0.01,4251020851,8657,Yes,Bachelor or equivalent,Female,No,Single,34,\N,0,4,56,Others,324,MO,43,144,No,No,0.36,2870,717,0,2015,2 -38,134848,0.04,0.03,4251043542,8658,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,2,1,96,Others,184,TN,46,4,No,No,0.57,4095,819,0,2015,1 -38,134848,0.04,0.03,4251043542,8658,Yes,Bachelor or equivalent,Female,Yes,Single,41,\N,2,1,96,Others,184,TN,46,4,No,No,0.57,4948,989,0,2015,2 -40,189806,0,0.02,4251093965,8659,Yes,Master or equivalent,Female,Yes,Married,12,\N,0,3,66,Others,361,ND,145,39,No,No,0.11,2167,541,0,2015,1 -40,189806,0,0.02,4251093965,8659,Yes,Master or equivalent,Female,Yes,Married,12,\N,0,3,66,Others,361,ND,145,39,No,No,0.11,1288,644,0,2015,2 -42,244763,0.04,0.02,4251082032,8660,Yes,Master or equivalent,Male,Yes,Married,103,\N,1,5,35,Others,37,NE,245,74,No,No,0.64,2866,573,0,2015,1 -42,244763,0.04,0.02,4251082032,8660,Yes,Master or equivalent,Male,Yes,Married,103,\N,1,5,35,Others,37,NE,245,74,No,No,0.64,2684,536,0,2015,2 -44,49721,0.07,0.01,4251071136,8661,Yes,PhD or equivalent,Male,Yes,Single,74,\N,2,0,4,Others,213,ME,344,109,No,No,0.17,1582,527,0,2015,1 -44,49721,0.07,0.01,4251071136,8661,Yes,PhD or equivalent,Male,Yes,Single,74,\N,2,0,4,Others,213,ME,344,109,No,No,0.17,674,674,0,2015,2 -46,104678,0.03,0.01,4251032419,8662,Yes,High School or below,Female,Yes,Married,44,\N,3,2,74,Others,389,ID,443,144,No,No,0.7,1414,471,0,2015,1 -46,104678,0.03,0.01,4251032419,8662,Yes,High School or below,Female,Yes,Married,44,\N,3,2,74,Others,389,ID,443,144,No,No,0.7,1686,421,0,2015,2 -62,102707,0.05,0.03,4251019989,8663,Yes,High School or below,Male,Yes,Single,52,\N,2,7,14,Others,250,NH,447,4,No,No,0.91,5874,652,0,2015,1 -62,102707,0.05,0.03,4251019989,8663,Yes,High School or below,Male,Yes,Single,52,\N,2,7,14,Others,250,NH,447,4,No,No,0.91,4272,854,0,2015,2 -64,157665,0,0.02,4251061741,8664,Yes,High School or below,Female,Yes,Married,23,\N,3,1,83,Others,426,MA,46,39,No,No,0.44,6011,667,0,2015,1 -64,157665,0,0.02,4251061741,8664,Yes,High School or below,Female,Yes,Married,23,\N,3,1,83,Others,426,MA,46,39,No,No,0.44,242,242,0,2015,2 -67,212622,0.04,0.02,4251048479,8665,Yes,High School or below,Female,Yes,Single,113,\N,0,4,53,Others,102,IN,145,74,No,Yes,0.97,5743,717,0,2015,1 -67,212622,0.04,0.02,4251048479,8665,Yes,High School or below,Female,Yes,Single,113,\N,0,4,53,Others,102,IN,145,74,No,Yes,0.97,3844,768,0,2015,2 -67,212622,0.04,0.02,4251048479,8665,Yes,High School or below,Female,Yes,Single,113,\N,0,4,53,Others,102,IN,145,74,No,Yes,0.97,775,775,0,2015,3 -69,17579,0,0.01,4251056161,8666,Yes,High School or below,Male,Yes,Married,84,\N,2,6,22,Others,278,CT,245,109,No,No,0.5,1518,506,0,2015,1 -69,17579,0,0.01,4251056161,8666,Yes,High School or below,Male,Yes,Married,84,\N,2,6,22,Others,278,CT,245,109,No,No,0.5,5652,807,0,2015,2 -17,15608,0.02,0.03,4251052405,8667,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,0,3,63,Others,138,MS,248,219,No,No,0.71,1683,561,0,2015,1 -17,15608,0.02,0.03,4251052405,8667,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,0,3,63,Others,138,MS,248,219,No,No,0.71,3238,809,0,2015,2 -17,15608,0.02,0.03,4251052405,8667,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,0,3,63,Others,138,MS,248,219,No,No,0.71,835,835,0,2015,3 -19,70566,0.05,0.03,4251098273,8668,Yes,Bachelor or equivalent,Male,No,Married,63,\N,1,5,32,Others,315,KS,347,4,No,No,0.24,4056,811,0,2015,1 -19,70566,0.05,0.03,4251098273,8668,Yes,Bachelor or equivalent,Male,No,Married,63,\N,1,5,32,Others,315,KS,347,4,No,No,0.24,3255,651,0,2015,2 -21,125523,0.01,0.02,4251085630,8669,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,3,0,1,Others,491,FL,447,39,No,No,0.77,5455,681,0,2015,1 -21,125523,0.01,0.02,4251085630,8669,Yes,Bachelor or equivalent,Male,Yes,Single,33,\N,3,0,1,Others,491,FL,447,39,No,No,0.77,946,236,0,2015,2 -23,180481,0.05,0.02,4251012495,8670,Yes,Master or equivalent,Male,Yes,Married,4,\N,0,2,71,Others,167,AL,46,74,No,No,0.3,2042,680,0,2015,1 -23,180481,0.05,0.02,4251012495,8670,Yes,Master or equivalent,Male,Yes,Married,4,\N,0,2,71,Others,167,AL,46,74,No,No,0.3,2668,889,0,2015,2 -39,178510,0.07,0.03,4251075437,8671,Yes,High School or below,Male,Yes,Single,12,\N,2,7,11,Others,27,LA,49,184,No,No,0.52,2203,1101,0,2015,1 -39,178510,0.07,0.03,4251075437,8671,Yes,High School or below,Male,Yes,Single,12,\N,2,7,11,Others,27,LA,49,184,No,No,0.52,1035,1035,0,2015,2 -41,233467,0.02,0.03,4251033780,8672,Yes,High School or below,Male,Yes,Married,103,\N,0,1,80,Others,204,HI,149,219,No,No,0.05,4227,704,1,2015,1 -41,233467,0.02,0.03,4251033780,8672,Yes,High School or below,Male,Yes,Married,103,\N,0,1,80,Others,204,HI,149,219,No,No,0.05,5509,787,1,2015,2 -43,38425,0.06,0.03,4251024341,8673,Yes,High School or below,Female,Yes,Single,73,\N,1,4,50,Others,380,AR,248,4,Yes,No,0.58,1923,384,0,2015,1 -43,38425,0.06,0.03,4251024341,8673,Yes,High School or below,Female,Yes,Single,73,\N,1,4,50,Others,380,AR,248,4,Yes,No,0.58,1521,253,0,2015,2 -45,93382,0.01,0.02,4251018825,8674,Yes,High School or below,Female,No,Married,44,\N,2,6,19,Others,56,VA,347,39,No,No,0.11,351,117,0,2015,1 -45,93382,0.01,0.02,4251018825,8674,Yes,High School or below,Female,No,Married,44,\N,2,6,19,Others,56,VA,347,39,No,No,0.11,2173,434,0,2015,2 -76,204282,0,0.03,4251041750,8675,Yes,High School or below,Male,Yes,Married,102,\N,3,3,38,Technology Related Job,228,WV,44,54,No,No,0.56,5185,864,1,2015,1 -76,204282,0,0.03,4251041750,8675,Yes,High School or below,Male,Yes,Married,102,\N,3,3,38,Technology Related Job,228,WV,44,54,No,No,0.56,4206,841,1,2015,2 -63,146368,0.07,0.03,4251039464,8676,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,2,5,29,Others,92,CO,450,184,No,Yes,0.85,2407,601,0,2015,1 -63,146368,0.07,0.03,4251039464,8676,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,2,5,29,Others,92,CO,450,184,No,Yes,0.85,4860,540,0,2015,2 -66,201326,0.03,0.03,4251055545,8677,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,3,7,98,Others,269,WV,49,219,No,No,0.38,6884,860,0,2015,1 -66,201326,0.03,0.03,4251055545,8677,Yes,Bachelor or equivalent,Male,Yes,Single,113,\N,3,7,98,Others,269,WV,49,219,No,No,0.38,1319,439,0,2015,2 -68,6283,0.06,0.03,4251096610,8678,Yes,Bachelor or equivalent,Male,Yes,Married,84,\N,0,2,68,Others,445,SD,148,4,No,No,0.91,3576,596,0,2015,1 -68,6283,0.06,0.03,4251096610,8678,Yes,Bachelor or equivalent,Male,Yes,Married,84,\N,0,2,68,Others,445,SD,148,4,No,No,0.91,5067,723,0,2015,2 -30,117184,0.05,0.03,4251077397,8679,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,1,7,86,Technology Related Job,117,TX,345,19,No,No,0.37,7814,781,1,2015,1 -30,117184,0.05,0.03,4251077397,8679,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,1,7,86,Technology Related Job,117,TX,345,19,No,No,0.37,2222,555,1,2015,2 -32,172141,0,0.03,4251074670,8680,Yes,Bachelor or equivalent,Male,No,Single,113,\N,3,1,56,Technology Related Job,294,OH,445,54,No,No,0.9,4937,987,0,2015,1 -32,172141,0,0.03,4251074670,8680,Yes,Bachelor or equivalent,Male,No,Single,113,\N,3,1,56,Technology Related Job,294,OH,445,54,No,No,0.9,4955,825,0,2015,2 -20,114227,0,0.03,4251082197,8681,No,PhD or equivalent,Female,No,Single,33,\N,1,3,47,Others,158,TX,350,184,No,No,0.18,3705,926,0,2015,1 -20,114227,0,0.03,4251082197,8681,No,PhD or equivalent,Female,No,Single,33,\N,1,3,47,Others,158,TX,350,184,No,No,0.18,10123,920,0,2015,2 -20,114227,0,0.03,4251082197,8681,No,PhD or equivalent,Female,No,Single,33,\N,1,3,47,Others,158,TX,350,184,No,No,0.18,616,616,0,2015,3 -22,169185,0.03,0.03,4251090201,8682,Yes,High School or below,Female,Yes,Married,4,\N,2,6,16,Others,334,OK,450,219,No,No,0.71,1870,623,0,2015,1 -22,169185,0.03,0.03,4251090201,8682,Yes,High School or below,Female,Yes,Married,4,\N,2,6,16,Others,334,OK,450,219,No,No,0.71,4458,636,0,2015,2 -53,30085,0.01,0.03,4251062726,8683,Yes,High School or below,Male,Yes,Married,62,\N,0,3,35,Others,6,OR,147,234,No,No,0.17,6138,1023,0,2015,1 -53,30085,0.01,0.03,4251062726,8683,Yes,High School or below,Male,Yes,Married,62,\N,0,3,35,Others,6,OR,147,234,No,No,0.17,2902,725,0,2015,2 -55,85042,0.05,0.03,4251024961,8684,Yes,High School or below,Male,Yes,Single,33,\N,1,5,4,Technology Related Job,182,NJ,246,19,No,No,0.7,6462,807,0,2015,1 -55,85042,0.05,0.03,4251024961,8684,Yes,High School or below,Male,Yes,Single,33,\N,1,5,4,Technology Related Job,182,NJ,246,19,No,No,0.7,3249,812,0,2015,2 -57,140000,0.01,0.03,4251074563,8685,Yes,High School or below,Female,Yes,Married,4,\N,2,0,73,Technology Related Job,359,MN,345,54,No,No,0.23,2121,530,0,2015,1 -57,140000,0.01,0.03,4251074563,8685,Yes,High School or below,Female,Yes,Married,4,\N,2,0,73,Technology Related Job,359,MN,345,54,No,No,0.23,4286,1071,0,2015,2 -45,82086,0,0.03,4251045486,8686,Yes,High School or below,Male,Yes,Married,44,\N,1,2,65,Others,223,NJ,251,184,No,No,0.52,1997,499,0,2015,1 -45,82086,0,0.03,4251045486,8686,Yes,High School or below,Male,Yes,Married,44,\N,1,2,65,Others,223,NJ,251,184,No,No,0.52,1451,483,0,2015,2 -45,82086,0,0.03,4251045486,8686,Yes,High School or below,Male,Yes,Married,44,\N,1,2,65,Others,223,NJ,251,184,No,No,0.52,74,74,0,2015,3 -75,192986,0.06,0,4251090637,8687,Yes,Bachelor or equivalent,Female,No,Married,102,\N,2,7,83,Others,395,NY,448,199,No,No,0.97,6694,743,0,2015,1 -75,192986,0.06,0,4251090637,8687,Yes,Bachelor or equivalent,Female,No,Married,102,\N,2,7,83,Others,395,NY,448,199,No,No,0.97,1065,355,0,2015,2 -77,247944,0.02,0.03,4251069405,8688,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,3,1,53,Technology Related Job,71,MO,47,234,No,No,0.51,2768,692,0,2015,1 -77,247944,0.02,0.03,4251069405,8688,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,3,1,53,Technology Related Job,71,MO,47,234,No,No,0.51,3177,635,0,2015,2 -79,52901,0.06,0.03,4251090993,8689,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,0,4,22,Technology Related Job,248,KY,147,19,No,No,0.04,4190,698,0,2015,1 -79,52901,0.06,0.03,4251090993,8689,Yes,Bachelor or equivalent,Male,Yes,Married,44,\N,0,4,22,Technology Related Job,248,KY,147,19,No,No,0.04,2410,803,0,2015,2 -13,107859,0.01,0.02,4251097759,8690,Yes,Bachelor or equivalent,Male,Yes,Married,14,\N,2,6,91,Technology Related Job,424,GA,246,54,No,No,0.57,3849,1283,0,2015,1 -13,107859,0.01,0.02,4251097759,8690,Yes,Bachelor or equivalent,Male,Yes,Married,14,\N,2,6,91,Technology Related Job,424,GA,246,54,No,No,0.57,2297,574,0,2015,2 -29,105888,0.03,0,4251054653,8691,Yes,Master or equivalent,Male,No,Married,22,\N,0,3,32,Others,284,NE,249,164,Yes,No,0.78,2158,719,0,2015,1 -29,105888,0.03,0,4251054653,8691,Yes,Master or equivalent,Male,No,Married,22,\N,0,3,32,Others,284,NE,249,164,Yes,No,0.78,4806,801,0,2015,2 -31,160845,0.07,0,4251079531,8692,Yes,PhD or equivalent,Male,Yes,Single,113,\N,1,5,1,Others,460,MD,349,199,No,Yes,0.31,1143,1143,0,2015,1 -31,160845,0.07,0,4251079531,8692,Yes,PhD or equivalent,Male,Yes,Single,113,\N,1,5,1,Others,460,MD,349,199,No,Yes,0.31,8054,1006,0,2015,2 -34,215802,0.03,0.03,4251028447,8693,Yes,High School or below,Female,No,Single,84,\N,3,0,70,Technology Related Job,136,ID,448,234,No,No,0.84,817,408,0,2015,1 -34,215802,0.03,0.03,4251028447,8693,Yes,High School or below,Female,No,Single,84,\N,3,0,70,Technology Related Job,136,ID,448,234,No,No,0.84,3790,758,0,2015,2 -36,20760,0.06,0.03,4251073136,8694,Yes,High School or below,Female,Yes,Married,54,\N,0,2,40,Technology Related Job,313,CA,47,19,Yes,No,0.37,1050,525,0,2015,1 -36,20760,0.06,0.03,4251073136,8694,Yes,High School or below,Female,Yes,Married,54,\N,0,2,40,Technology Related Job,313,CA,47,19,Yes,No,0.37,1622,324,0,2015,2 -38,75717,0.02,0.02,4251100116,8695,Yes,High School or below,Female,Yes,Single,25,\N,1,4,9,Technology Related Job,489,WA,147,54,No,No,0.9,2423,605,0,2015,1 -38,75717,0.02,0.02,4251100116,8695,Yes,High School or below,Female,Yes,Single,25,\N,1,4,9,Technology Related Job,489,WA,147,54,No,No,0.9,1151,383,0,2015,2 -54,73746,0.04,0,4251073697,8696,Yes,High School or below,Female,Yes,Married,33,\N,0,1,50,Others,349,IN,150,164,No,No,0.11,1603,400,0,2015,1 -54,73746,0.04,0,4251073697,8696,Yes,High School or below,Female,Yes,Married,33,\N,0,1,50,Others,349,IN,150,164,No,No,0.11,2279,759,0,2015,2 -56,128704,0.07,0,4251030702,8697,Yes,High School or below,Female,No,Single,3,\N,1,4,19,Others,25,CT,249,199,No,No,0.64,1343,1343,0,2015,1 -56,128704,0.07,0,4251030702,8697,Yes,High School or below,Female,No,Single,3,\N,1,4,19,Others,25,CT,249,199,No,No,0.64,1693,846,0,2015,2 -58,183661,0.03,0.03,4251062552,8698,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,2,6,88,Technology Related Job,202,WY,349,234,No,No,0.17,6292,1048,0,2015,1 -58,183661,0.03,0.03,4251062552,8698,Yes,Bachelor or equivalent,Male,Yes,Married,94,\N,2,6,88,Technology Related Job,202,WY,349,234,No,No,0.17,1262,631,0,2015,2 -60,238619,0.07,0.03,4251055659,8699,Yes,Bachelor or equivalent,Male,No,Single,65,\N,3,0,58,Technology Related Job,378,TN,448,19,No,No,0.7,2975,743,0,2015,1 -60,238619,0.07,0.03,4251055659,8699,Yes,Bachelor or equivalent,Male,No,Single,65,\N,3,0,58,Technology Related Job,378,TN,448,19,No,No,0.7,3063,765,0,2015,2 -76,236648,0.01,0,4251018183,8700,Yes,Bachelor or equivalent,Male,Yes,Married,73,\N,2,5,98,Others,238,FL,451,129,No,No,0.92,5792,643,0,2015,1 -76,236648,0.01,0,4251018183,8700,Yes,Bachelor or equivalent,Male,Yes,Married,73,\N,2,5,98,Others,238,FL,451,129,No,No,0.92,4495,749,0,2015,2 -78,41605,0.04,0,4251039207,8701,No,Master or equivalent,Male,Yes,Single,43,\N,3,7,67,Others,414,AK,51,164,No,No,0.45,3868,773,0,2015,1 -78,41605,0.04,0,4251039207,8701,No,Master or equivalent,Male,Yes,Single,43,\N,3,7,67,Others,414,AK,51,164,No,No,0.45,4521,565,0,2015,2 -13,96562,0,0,4251064766,8702,Yes,Master or equivalent,Female,Yes,Married,14,\N,0,2,37,Others,90,UT,150,199,No,No,0.98,1131,1131,0,2015,1 -13,96562,0,0,4251064766,8702,Yes,Master or equivalent,Female,Yes,Married,14,\N,0,2,37,Others,90,UT,150,199,No,No,0.98,5703,1140,0,2015,2 -15,151520,0.04,0.03,4251078230,8703,Yes,High School or below,Female,No,Single,105,\N,1,4,6,Technology Related Job,267,OR,249,234,No,Yes,0.51,3242,810,0,2015,1 -15,151520,0.04,0.03,4251078230,8703,Yes,High School or below,Female,No,Single,105,\N,1,4,6,Technology Related Job,267,OR,249,234,No,Yes,0.51,6675,953,0,2015,2 -31,149549,0.06,0.01,4251034448,8704,Yes,High School or below,Female,No,Married,113,\N,0,1,47,Others,127,AR,253,94,No,No,0.72,5011,626,0,2015,1 -31,149549,0.06,0.01,4251034448,8704,Yes,High School or below,Female,No,Married,113,\N,0,1,47,Others,127,AR,253,94,No,No,0.72,7542,838,0,2015,2 -33,204506,0.01,0,4251053224,8705,Yes,High School or below,Female,Yes,Single,83,\N,1,3,16,Others,303,VA,352,129,No,No,0.25,1313,262,1,2015,1 -33,204506,0.01,0,4251053224,8705,Yes,High School or below,Female,Yes,Single,83,\N,1,3,16,Others,303,VA,352,129,No,No,0.25,3488,1162,1,2015,2 -35,9464,0.05,0,4251010218,8706,Yes,High School or below,Male,Yes,Married,54,\N,2,6,85,Others,479,RI,451,164,No,No,0.78,3513,878,0,2015,1 -35,9464,0.05,0,4251010218,8706,Yes,High School or below,Male,Yes,Married,54,\N,2,6,85,Others,479,RI,451,164,No,No,0.78,6662,1110,0,2015,2 -37,64421,0,0,4251057155,8707,Yes,High School or below,Male,Yes,Single,25,\N,0,0,55,Technology Related Job,156,NY,50,199,No,No,0.31,2850,712,0,2015,1 -37,64421,0,0,4251057155,8707,Yes,High School or below,Male,Yes,Single,25,\N,0,0,55,Technology Related Job,156,NY,50,199,No,No,0.31,1864,932,0,2015,2 -53,62450,0.02,0.01,4251056073,8708,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,2,5,95,Others,16,WV,54,59,No,No,0.52,3144,628,0,2015,1 -53,62450,0.02,0.01,4251056073,8708,Yes,Bachelor or equivalent,Male,Yes,Married,33,\N,2,5,95,Others,16,WV,54,59,No,No,0.52,2819,704,0,2015,2 -55,117408,0.06,0.01,4251026598,8709,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,3,7,64,Others,192,SD,153,94,No,No,0.05,3386,483,0,2015,1 -55,117408,0.06,0.01,4251026598,8709,Yes,Bachelor or equivalent,Male,Yes,Single,3,\N,3,7,64,Others,192,SD,153,94,No,No,0.05,2546,636,0,2015,2 -57,172365,0.02,0,4251037360,8710,Yes,Bachelor or equivalent,Female,No,Married,94,\N,1,2,34,Others,368,ND,252,129,No,No,0.58,827,413,0,2015,1 -57,172365,0.02,0,4251037360,8710,Yes,Bachelor or equivalent,Female,No,Married,94,\N,1,2,34,Others,368,ND,252,129,No,No,0.58,3363,672,0,2015,2 -59,227323,0.05,0,4251030941,8711,Yes,Master or equivalent,Female,Yes,Single,65,\N,2,4,3,Others,44,MT,352,164,No,No,0.11,4857,809,0,2015,1 -59,227323,0.05,0,4251030941,8711,Yes,Master or equivalent,Female,Yes,Single,65,\N,2,4,3,Others,44,MT,352,164,No,No,0.11,7751,775,0,2015,2 -22,88223,0.04,0,4251083386,8712,Yes,Master or equivalent,Male,Yes,Single,3,\N,3,1,22,Technology Related Job,217,NV,49,178,Yes,No,0.57,3542,708,0,2015,1 -22,88223,0.04,0,4251083386,8712,Yes,Master or equivalent,Male,Yes,Single,3,\N,3,1,22,Technology Related Job,217,NV,49,178,Yes,No,0.57,1910,382,0,2015,2 -77,30309,0.03,0.01,4251038541,8713,Yes,High School or below,Female,Yes,Single,43,\N,2,3,13,Others,81,OK,454,58,No,No,0.86,7173,717,0,2015,1 -77,30309,0.03,0.01,4251038541,8713,Yes,High School or below,Female,Yes,Single,43,\N,2,3,13,Others,81,OK,454,58,No,No,0.86,3617,723,0,2015,2 -12,85266,0.07,0.01,4251061751,8714,Yes,High School or below,Female,Yes,Married,14,\N,3,6,82,Others,257,NV,54,93,No,Yes,0.39,3109,777,1,2015,1 -12,85266,0.07,0.01,4251061751,8714,Yes,High School or below,Female,Yes,Married,14,\N,3,6,82,Others,257,NV,54,93,No,Yes,0.39,3472,868,1,2015,2 -14,140224,0.02,0,4251045946,8715,Yes,High School or below,Male,Yes,Single,105,\N,0,0,52,Others,433,MA,153,128,No,No,0.92,1483,741,0,2015,1 -14,140224,0.02,0,4251045946,8715,Yes,High School or below,Male,Yes,Single,105,\N,0,0,52,Others,433,MA,153,128,No,No,0.92,4204,700,0,2015,2 -16,195181,0.06,0,4251023206,8716,Yes,High School or below,Male,No,Married,76,\N,1,2,21,Others,110,IN,252,163,No,No,0.45,2957,739,0,2015,1 -16,195181,0.06,0,4251023206,8716,Yes,High School or below,Male,No,Married,76,\N,1,2,21,Others,110,IN,252,163,No,No,0.45,6405,800,0,2015,2 -46,56082,0.04,0,4251046545,8717,Yes,High School or below,Female,Yes,Married,14,\N,3,0,40,Technology Related Job,282,IA,449,178,No,No,0.9,2967,593,0,2015,1 -46,56082,0.04,0,4251046545,8717,Yes,High School or below,Female,Yes,Married,14,\N,3,0,40,Technology Related Job,282,IA,449,178,No,No,0.9,2627,875,0,2015,2 -34,248168,0.03,0.01,4251084871,8718,Yes,Bachelor or equivalent,Male,Yes,Married,54,\N,1,1,31,Others,146,MN,355,58,No,No,0.19,4766,953,0,2015,1 -34,248168,0.03,0.01,4251084871,8718,Yes,Bachelor or equivalent,Male,Yes,Married,54,\N,1,1,31,Others,146,MN,355,58,No,No,0.19,3598,899,0,2015,2 -36,53125,0.07,0.01,4251096302,8719,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,2,4,0,Others,322,KS,454,93,No,No,0.72,4178,696,0,2015,1 -36,53125,0.07,0.01,4251096302,8719,Yes,Bachelor or equivalent,Female,Yes,Single,25,\N,2,4,0,Others,322,KS,454,93,No,No,0.72,2117,1058,0,2015,2 -38,108083,0.03,0,4251097451,8720,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,0,6,70,Others,498,DE,54,128,No,No,0.25,5495,610,0,2015,1 -38,108083,0.03,0,4251097451,8720,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,0,6,70,Others,498,DE,54,128,No,No,0.25,1735,578,0,2015,2 -69,218983,0.01,0.01,4251025577,8721,No,Bachelor or equivalent,Male,Yes,Married,54,\N,1,3,88,Technology Related Job,171,GA,251,143,No,No,0.71,3081,770,0,2015,1 -69,218983,0.01,0.01,4251025577,8721,No,Bachelor or equivalent,Male,Yes,Married,54,\N,1,3,88,Technology Related Job,171,GA,251,143,No,No,0.71,2968,593,0,2015,2 -71,23940,0.05,0,4251095966,8722,Yes,Master or equivalent,Female,No,Single,24,\N,2,6,57,Technology Related Job,347,AZ,350,178,No,No,0.24,3777,944,0,2015,1 -71,23940,0.05,0,4251095966,8722,Yes,Master or equivalent,Female,No,Single,24,\N,2,6,57,Technology Related Job,347,AZ,350,178,No,No,0.24,1293,431,0,2015,2 -71,23940,0.05,0,4251095966,8722,Yes,Master or equivalent,Female,No,Single,24,\N,2,6,57,Technology Related Job,347,AZ,350,178,No,No,0.24,638,638,0,2015,3 -59,216026,0.04,0.01,4251078576,8723,Yes,High School or below,Male,Yes,Single,65,\N,1,0,49,Others,211,HI,256,58,No,No,0.52,3836,639,0,2015,1 -59,216026,0.04,0.01,4251078576,8723,Yes,High School or below,Male,Yes,Single,65,\N,1,0,49,Others,211,HI,256,58,No,No,0.52,5498,785,0,2015,2 -61,20984,0,0.01,4251014075,8724,Yes,High School or below,Male,Yes,Single,36,\N,2,2,18,Others,387,AZ,355,93,No,No,0.06,1688,241,0,2015,1 -61,20984,0,0.01,4251014075,8724,Yes,High School or below,Male,Yes,Single,36,\N,2,2,18,Others,387,AZ,355,93,No,No,0.06,3718,619,0,2015,2 -23,131884,0.06,0.01,4251072702,8725,Yes,High School or below,Female,Yes,Married,94,\N,3,7,37,Technology Related Job,60,CA,52,108,No,No,0.51,1483,370,0,2015,1 -23,131884,0.06,0.01,4251072702,8725,Yes,High School or below,Female,Yes,Married,94,\N,3,7,37,Technology Related Job,60,CA,52,108,No,No,0.51,7216,801,0,2015,2 -25,186842,0.01,0.01,4251095024,8726,Yes,High School or below,Female,No,Married,64,\N,0,2,6,Technology Related Job,236,WV,151,143,No,No,0.04,6120,874,0,2015,1 -25,186842,0.01,0.01,4251095024,8726,Yes,High School or below,Female,No,Married,64,\N,0,2,6,Technology Related Job,236,WV,151,143,No,No,0.04,2859,953,0,2015,2 -27,241799,0.05,0,4251090503,8727,Yes,High School or below,Male,Yes,Single,35,\N,1,4,75,Technology Related Job,412,SC,251,178,No,No,0.57,3576,715,0,2015,1 -27,241799,0.05,0,4251090503,8727,Yes,High School or below,Male,Yes,Single,35,\N,1,4,75,Technology Related Job,412,SC,251,178,No,No,0.57,3881,970,0,2015,2 -15,183885,0.05,0.01,4251010128,8728,Yes,High School or below,Female,Yes,Single,76,\N,0,6,67,Others,276,WV,156,58,No,No,0.86,1363,340,1,2015,1 -15,183885,0.05,0.01,4251010128,8728,Yes,High School or below,Female,Yes,Single,76,\N,0,6,67,Others,276,WV,156,58,No,No,0.86,3180,636,1,2015,2 -45,44786,0.03,0.01,4251100054,8729,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,3,85,Technology Related Job,449,WY,353,73,No,No,0.31,2221,740,0,2015,1 -45,44786,0.03,0.01,4251100054,8729,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,3,85,Technology Related Job,449,WY,353,73,No,No,0.31,2725,908,0,2015,2 -48,99743,0.06,0.01,4251046938,8730,Yes,Bachelor or equivalent,Male,Yes,Married,104,\N,2,6,54,Technology Related Job,125,TN,453,108,No,Yes,0.85,4584,764,0,2015,1 -48,99743,0.06,0.01,4251046938,8730,Yes,Bachelor or equivalent,Male,Yes,Married,104,\N,2,6,54,Technology Related Job,125,TN,453,108,No,Yes,0.85,4982,711,0,2015,2 -50,154700,0.02,0.01,4251044675,8731,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,0,0,24,Technology Related Job,301,OH,52,143,No,No,0.38,7725,858,0,2015,1 -50,154700,0.02,0.01,4251044675,8731,Yes,Bachelor or equivalent,Female,Yes,Single,75,\N,0,0,24,Technology Related Job,301,OH,52,143,No,No,0.38,4478,746,0,2015,2 -52,209658,0.06,0,4251041463,8732,Yes,Bachelor or equivalent,Female,No,Married,46,\N,1,2,93,Technology Related Job,477,NV,151,178,No,No,0.91,3450,575,0,2015,1 -52,209658,0.06,0,4251041463,8732,Yes,Bachelor or equivalent,Female,No,Married,46,\N,1,2,93,Technology Related Job,477,NV,151,178,No,No,0.91,6070,867,0,2015,2 -68,207687,0,0.02,4251079386,8733,Yes,PhD or equivalent,Female,No,Single,53,\N,3,7,34,Technology Related Job,337,UT,155,38,No,No,0.12,3719,619,0,2015,1 -68,207687,0,0.02,4251079386,8733,Yes,PhD or equivalent,Female,No,Single,53,\N,3,7,34,Technology Related Job,337,UT,155,38,No,No,0.12,2842,568,0,2015,2 -70,12644,0.03,0.01,4251070436,8734,Yes,High School or below,Female,Yes,Married,24,\N,1,2,3,Technology Related Job,14,OR,254,73,No,No,0.65,3077,769,0,2015,1 -70,12644,0.03,0.01,4251070436,8734,Yes,High School or below,Female,Yes,Married,24,\N,1,2,3,Technology Related Job,14,OR,254,73,No,No,0.65,4140,591,0,2015,2 -70,12644,0.03,0.01,4251070436,8734,Yes,High School or below,Female,Yes,Married,24,\N,1,2,3,Technology Related Job,14,OR,254,73,No,No,0.65,965,965,0,2015,3 -72,67602,0.07,0.01,4251071107,8735,Yes,High School or below,Male,Yes,Single,115,\N,2,4,72,Technology Related Job,190,NJ,353,108,No,No,0.18,4313,616,0,2015,1 -72,67602,0.07,0.01,4251071107,8735,Yes,High School or below,Male,Yes,Single,115,\N,2,4,72,Technology Related Job,190,NJ,353,108,No,No,0.18,5290,881,0,2015,2 -74,122559,0.02,0.01,4251038793,8736,Yes,High School or below,Male,Yes,Married,86,\N,3,6,42,Technology Related Job,366,MI,452,143,No,No,0.71,2316,772,0,2015,1 -74,122559,0.02,0.01,4251038793,8736,Yes,High School or below,Male,Yes,Married,86,\N,3,6,42,Technology Related Job,366,MI,452,143,No,No,0.71,5323,665,0,2015,2 -22,120588,0.05,0.02,4251098034,8737,Yes,High School or below,Male,Yes,Single,93,\N,2,3,82,Others,226,RI,456,3,No,No,0.92,4862,810,1,2015,1 -22,120588,0.05,0.02,4251098034,8737,Yes,High School or below,Male,Yes,Single,93,\N,2,3,82,Others,226,RI,456,3,No,No,0.92,6031,861,1,2015,2 -24,175546,0,0.02,4251042648,8738,Yes,High School or below,Male,Yes,Married,64,\N,3,6,51,Technology Related Job,403,NY,55,38,No,No,0.45,925,462,0,2015,1 -24,175546,0,0.02,4251042648,8738,Yes,High School or below,Male,Yes,Married,64,\N,3,6,51,Technology Related Job,403,NY,55,38,No,No,0.45,2123,353,0,2015,2 -27,230503,0.04,0.01,4251017462,8739,Yes,Bachelor or equivalent,Male,No,Single,35,\N,0,0,21,Technology Related Job,79,MS,154,73,No,No,0.98,1951,325,0,2015,1 -27,230503,0.04,0.01,4251017462,8739,Yes,Bachelor or equivalent,Male,No,Single,35,\N,0,0,21,Technology Related Job,79,MS,154,73,No,No,0.98,2874,479,0,2015,2 -27,230503,0.04,0.01,4251017462,8739,Yes,Bachelor or equivalent,Male,No,Single,35,\N,0,0,21,Technology Related Job,79,MS,154,73,No,No,0.98,1904,952,0,2015,3 -29,35460,0.07,0.01,4251047927,8740,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,1,2,90,Technology Related Job,255,KY,254,108,No,No,0.51,5311,885,0,2015,1 -29,35460,0.07,0.01,4251047927,8740,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,1,2,90,Technology Related Job,255,KY,254,108,No,No,0.51,3409,852,0,2015,2 -45,33489,0.01,0.03,4251074902,8741,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,7,31,Others,115,ND,257,218,No,Yes,0.72,1839,459,1,2015,1 -45,33489,0.01,0.03,4251074902,8741,Yes,Bachelor or equivalent,Female,Yes,Single,13,\N,0,7,31,Others,115,ND,257,218,No,Yes,0.72,5544,504,1,2015,2 -47,88447,0.05,0.02,4251067141,8742,Yes,Master or equivalent,Female,Yes,Married,104,\N,1,1,0,Others,291,MT,356,3,No,No,0.26,2048,682,0,2015,1 -47,88447,0.05,0.02,4251067141,8742,Yes,Master or equivalent,Female,Yes,Married,104,\N,1,1,0,Others,291,MT,356,3,No,No,0.26,4574,914,0,2015,2 -49,143404,0.01,0.02,4251037154,8743,Yes,Master or equivalent,Female,Yes,Single,75,\N,2,4,69,Technology Related Job,468,ME,456,38,No,No,0.79,4203,840,0,2015,1 -49,143404,0.01,0.02,4251037154,8743,Yes,Master or equivalent,Female,Yes,Single,75,\N,2,4,69,Technology Related Job,468,ME,456,38,No,No,0.79,2844,474,0,2015,2 -49,143404,0.01,0.02,4251037154,8743,Yes,Master or equivalent,Female,Yes,Single,75,\N,2,4,69,Technology Related Job,468,ME,456,38,No,No,0.79,702,702,0,2015,3 -51,198362,0.04,0.01,4251076723,8744,Yes,PhD or equivalent,Male,Yes,Married,46,\N,0,6,39,Technology Related Job,144,ID,55,73,No,No,0.32,4943,823,0,2015,1 -51,198362,0.04,0.01,4251076723,8744,Yes,PhD or equivalent,Male,Yes,Married,46,\N,0,6,39,Technology Related Job,144,ID,55,73,No,No,0.32,2119,423,0,2015,2 -53,3319,0,0.01,4251085550,8745,Yes,High School or below,Male,No,Single,17,\N,1,0,8,Technology Related Job,320,AR,154,108,No,No,0.85,5459,606,0,2015,1 -53,3319,0,0.01,4251085550,8745,Yes,High School or below,Male,No,Single,17,\N,1,0,8,Technology Related Job,320,AR,154,108,No,No,0.85,4683,669,0,2015,2 -69,1348,0.02,0.03,4251046102,8746,Yes,High School or below,Male,Yes,Married,24,\N,3,5,48,Others,180,MA,158,218,No,No,0.06,6062,757,0,2015,1 -69,1348,0.02,0.03,4251046102,8746,Yes,High School or below,Male,Yes,Married,24,\N,3,5,48,Others,180,MA,158,218,No,No,0.06,4123,1030,0,2015,2 -71,56306,0.06,0.02,4251052624,8747,Yes,High School or below,Male,Yes,Single,115,\N,1,0,18,Technology Related Job,356,IN,257,3,No,No,0.59,5349,891,0,2015,1 -71,56306,0.06,0.02,4251052624,8747,Yes,High School or below,Male,Yes,Single,115,\N,1,0,18,Technology Related Job,356,IN,257,3,No,No,0.59,1367,455,0,2015,2 -73,111263,0.01,0.02,4251096984,8748,Yes,High School or below,Female,Yes,Married,86,\N,2,2,87,Technology Related Job,33,CO,356,38,No,No,0.12,4888,814,0,2015,1 -73,111263,0.01,0.02,4251096984,8748,Yes,High School or below,Female,Yes,Married,86,\N,2,2,87,Technology Related Job,33,CO,356,38,No,No,0.12,5088,726,0,2015,2 -76,166220,0.05,0.01,4251028348,8749,Yes,High School or below,Female,Yes,Single,57,\N,3,4,56,Technology Related Job,209,WI,456,73,No,No,0.65,2971,594,0,2015,1 -76,166220,0.05,0.01,4251028348,8749,Yes,High School or below,Female,Yes,Single,57,\N,3,4,56,Technology Related Job,209,WI,456,73,No,No,0.65,6610,944,0,2015,2 -23,164249,0.07,0.03,4251093815,8750,Yes,Bachelor or equivalent,Female,No,Married,64,\N,1,1,97,Others,69,KS,459,183,No,No,0.86,4216,702,0,2015,1 -23,164249,0.07,0.03,4251093815,8750,Yes,Bachelor or equivalent,Female,No,Married,64,\N,1,1,97,Others,69,KS,459,183,No,No,0.86,4790,798,0,2015,2 -26,219207,0.02,0.03,4251100254,8751,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,3,4,66,Others,245,FL,58,218,No,No,0.39,3513,585,0,2015,1 -26,219207,0.02,0.03,4251100254,8751,Yes,Bachelor or equivalent,Female,Yes,Single,35,\N,3,4,66,Others,245,FL,58,218,No,No,0.39,4635,662,0,2015,2 -28,24164,0.06,0.02,4251040589,8752,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,0,6,36,Technology Related Job,422,AL,158,3,No,Yes,0.92,3375,675,0,2015,1 -28,24164,0.06,0.02,4251040589,8752,Yes,Bachelor or equivalent,Female,Yes,Married,6,\N,0,6,36,Technology Related Job,422,AL,158,3,No,Yes,0.92,6030,670,0,2015,2 -30,79122,0.02,0.02,4251011326,8753,Yes,Master or equivalent,Male,Yes,Single,97,\N,1,0,5,Technology Related Job,98,UT,257,38,No,No,0.45,6372,796,0,2015,1 -30,79122,0.02,0.02,4251011326,8753,Yes,Master or equivalent,Male,Yes,Single,97,\N,1,0,5,Technology Related Job,98,UT,257,38,No,No,0.45,4591,765,0,2015,2 -60,190022,0,0.02,4251023946,8754,Yes,Master or equivalent,Female,Yes,Single,34,\N,2,6,23,Non-technology Related Job,270,VA,454,53,No,No,0.91,6033,1005,0,2015,1 -60,190022,0,0.02,4251023946,8754,Yes,Master or equivalent,Female,Yes,Single,34,\N,2,6,23,Non-technology Related Job,270,VA,454,53,No,No,0.91,1876,469,0,2015,2 -48,132108,0.07,0.03,4251085222,8755,Yes,High School or below,Male,Yes,Single,75,\N,1,0,15,Others,134,AZ,360,183,No,No,0.2,3252,464,0,2015,1 -48,132108,0.07,0.03,4251085222,8755,Yes,High School or below,Male,Yes,Single,75,\N,1,0,15,Others,134,AZ,360,183,No,No,0.2,5775,721,0,2015,2 -50,187066,0.03,0.02,4251012568,8756,Yes,High School or below,Male,No,Married,46,\N,2,2,84,Others,310,VA,459,218,No,No,0.73,7818,781,0,2015,1 -50,187066,0.03,0.02,4251012568,8756,Yes,High School or below,Male,No,Married,46,\N,2,2,84,Others,310,VA,459,218,No,No,0.73,5759,719,0,2015,2 -52,242023,0.07,0.02,4251073786,8757,Yes,High School or below,Female,Yes,Married,16,\N,3,4,53,Technology Related Job,487,RI,58,3,No,No,0.26,2166,433,1,2015,1 -52,242023,0.07,0.02,4251073786,8757,Yes,High School or below,Female,Yes,Married,16,\N,3,4,53,Technology Related Job,487,RI,58,3,No,No,0.26,4326,865,1,2015,2 -54,46981,0.02,0.02,4251009891,8758,No,High School or below,Female,Yes,Single,107,\N,1,6,23,Technology Related Job,163,NM,158,38,No,No,0.79,3248,649,0,2015,1 -54,46981,0.02,0.02,4251009891,8758,No,High School or below,Female,Yes,Single,107,\N,1,6,23,Technology Related Job,163,NM,158,38,No,No,0.79,6191,687,0,2015,2 -17,157881,0,0.02,4251030103,8759,Yes,High School or below,Male,Yes,Single,45,\N,2,4,41,Non-technology Related Job,335,NC,355,53,No,No,0.25,6975,775,0,2015,1 -17,157881,0,0.02,4251030103,8759,Yes,High School or below,Male,Yes,Single,45,\N,2,4,41,Non-technology Related Job,335,NC,355,53,No,No,0.25,3557,508,0,2015,2 -72,99967,0,0.03,4251029110,8760,Yes,Bachelor or equivalent,Female,Yes,Single,86,\N,0,6,33,Others,199,SD,260,183,No,No,0.53,4018,669,0,2015,1 -72,99967,0,0.03,4251029110,8760,Yes,Bachelor or equivalent,Female,Yes,Single,86,\N,0,6,33,Others,199,SD,260,183,No,No,0.53,2677,535,0,2015,2 -75,154924,0.03,0.02,4251077248,8761,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,2,0,2,Others,376,NC,360,218,No,No,0.06,3802,543,0,2015,1 -75,154924,0.03,0.02,4251077248,8761,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,2,0,2,Others,376,NC,360,218,No,No,0.06,2891,963,0,2015,2 -75,154924,0.03,0.02,4251077248,8761,Yes,Bachelor or equivalent,Male,Yes,Married,56,\N,2,0,2,Others,376,NC,360,218,No,No,0.06,60,60,0,2015,3 -77,209882,0.07,0.02,4251081508,8762,Yes,Bachelor or equivalent,Male,No,Single,27,\N,3,2,71,Technology Related Job,52,MT,459,3,No,No,0.59,4917,983,0,2015,1 -77,209882,0.07,0.02,4251081508,8762,Yes,Bachelor or equivalent,Male,No,Single,27,\N,3,2,71,Technology Related Job,52,MT,459,3,No,No,0.59,2011,335,0,2015,2 -39,70782,0.05,0.02,4251071091,8763,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,0,0,90,Technology Related Job,224,NV,156,18,No,No,0.05,3252,650,0,2015,1 -39,70782,0.05,0.02,4251071091,8763,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,0,0,90,Technology Related Job,224,NV,156,18,No,No,0.05,2040,1020,0,2015,2 -41,125740,0.01,0.02,4251031035,8764,Yes,Master or equivalent,Male,Yes,Married,56,\N,1,2,59,Non-technology Related Job,400,MD,255,53,No,No,0.58,3795,542,0,2015,1 -41,125740,0.01,0.02,4251031035,8764,Yes,Master or equivalent,Male,Yes,Married,56,\N,1,2,59,Non-technology Related Job,400,MD,255,53,No,No,0.58,2685,895,0,2015,2 -41,125740,0.01,0.02,4251031035,8764,Yes,Master or equivalent,Male,Yes,Married,56,\N,1,2,59,Non-technology Related Job,400,MD,255,53,No,No,0.58,18,18,0,2015,3 -29,67826,0,0.03,4251057425,8765,Yes,High School or below,Female,Yes,Married,96,\N,0,4,50,Others,264,NV,161,183,No,No,0.86,1264,421,0,2015,1 -29,67826,0,0.03,4251057425,8765,Yes,High School or below,Female,Yes,Married,96,\N,0,4,50,Others,264,NV,161,183,No,No,0.86,7132,891,0,2015,2 -31,122783,0.04,0.02,4251083859,8766,Yes,High School or below,Female,Yes,Single,67,\N,1,6,20,Technology Related Job,441,MA,260,218,No,No,0.4,848,282,0,2015,1 -31,122783,0.04,0.02,4251083859,8766,Yes,High School or below,Female,Yes,Single,67,\N,1,6,20,Technology Related Job,441,MA,260,218,No,No,0.4,186,186,0,2015,2 -62,233683,0.02,0.03,4251080304,8767,Yes,High School or below,Male,Yes,Single,5,\N,2,4,38,Technology Related Job,113,MI,457,233,No,No,0.85,5867,733,1,2015,1 -62,233683,0.02,0.03,4251080304,8767,Yes,High School or below,Male,Yes,Single,5,\N,2,4,38,Technology Related Job,113,MI,457,233,No,No,0.85,2394,598,1,2015,2 -64,38641,0.06,0.02,4251090779,8768,Yes,High School or below,Male,No,Married,96,\N,0,6,8,Technology Related Job,289,IA,56,18,No,Yes,0.38,1077,1077,0,2015,1 -64,38641,0.06,0.02,4251090779,8768,Yes,High School or below,Male,No,Married,96,\N,0,6,8,Technology Related Job,289,IA,56,18,No,Yes,0.38,5352,764,0,2015,2 -66,93598,0.01,0.02,4251051153,8769,Yes,High School or below,Female,Yes,Single,67,\N,1,0,77,Non-technology Related Job,466,DE,156,53,No,No,0.91,3975,567,0,2015,1 -66,93598,0.01,0.02,4251051153,8769,Yes,High School or below,Female,Yes,Single,67,\N,1,0,77,Non-technology Related Job,466,DE,156,53,No,No,0.91,145,145,0,2015,2 -54,35684,0.01,0.03,4251062985,8770,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,3,2,68,Others,330,IA,61,183,No,No,0.2,4581,763,0,2015,1 -54,35684,0.01,0.03,4251062985,8770,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,3,2,68,Others,330,IA,61,183,No,No,0.2,5060,632,0,2015,2 -54,35684,0.01,0.03,4251062985,8770,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,3,2,68,Others,330,IA,61,183,No,No,0.2,1378,1378,0,2015,3 -56,90642,0.04,0.02,4251055651,8771,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,1,4,38,Technology Related Job,6,DE,161,218,No,No,0.73,9586,871,0,2015,1 -56,90642,0.04,0.02,4251055651,8771,Yes,Bachelor or equivalent,Male,Yes,Married,78,\N,1,4,38,Technology Related Job,6,DE,161,218,No,No,0.73,2755,551,0,2015,2 -18,201542,0.03,0.03,4251085379,8772,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,2,2,56,Technology Related Job,178,GA,358,233,No,No,0.19,5182,740,0,2015,1 -18,201542,0.03,0.03,4251085379,8772,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,2,2,56,Technology Related Job,178,GA,358,233,No,No,0.19,2626,525,0,2015,2 -20,6500,0.06,0.02,4251058587,8773,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,3,4,26,Non-technology Related Job,354,AK,457,18,Yes,No,0.72,4599,919,0,2015,1 -20,6500,0.06,0.02,4251058587,8773,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,3,4,26,Non-technology Related Job,354,AK,457,18,Yes,No,0.72,1830,610,0,2015,2 -20,6500,0.06,0.02,4251058587,8773,Yes,Bachelor or equivalent,Male,Yes,Single,107,\N,3,4,26,Non-technology Related Job,354,AK,457,18,Yes,No,0.72,1187,1187,0,2015,3 -22,61457,0.02,0.02,4251096177,8774,Yes,Master or equivalent,Male,No,Married,78,\N,0,6,95,Non-technology Related Job,31,VT,56,53,No,No,0.25,2078,519,0,2015,1 -22,61457,0.02,0.02,4251096177,8774,Yes,Master or equivalent,Male,No,Married,78,\N,0,6,95,Non-technology Related Job,31,VT,56,53,No,No,0.25,4059,579,0,2015,2 -78,3543,0.01,0.03,4251071554,8775,Yes,High School or below,Female,No,Married,118,\N,3,0,86,Others,395,AZ,462,183,No,No,0.53,2933,977,0,2015,1 -78,3543,0.01,0.03,4251071554,8775,Yes,High School or below,Female,No,Married,118,\N,3,0,86,Others,395,AZ,462,183,No,No,0.53,5185,740,0,2015,2 -40,114444,0,0.03,4251047194,8776,Yes,High School or below,Male,Yes,Married,56,\N,0,6,5,Technology Related Job,67,AR,159,198,No,No,0.99,5492,915,0,2015,1 -40,114444,0,0.03,4251047194,8776,Yes,High School or below,Male,Yes,Married,56,\N,0,6,5,Technology Related Job,67,AR,159,198,No,No,0.99,1336,445,0,2015,2 -43,169401,0.03,0.03,4251036795,8777,Yes,High School or below,Female,Yes,Single,27,\N,1,0,74,Technology Related Job,243,WA,258,233,No,No,0.52,1822,911,0,2015,1 -43,169401,0.03,0.03,4251036795,8777,Yes,High School or below,Female,Yes,Single,27,\N,1,0,74,Technology Related Job,243,WA,258,233,No,No,0.52,2981,596,0,2015,2 -43,169401,0.03,0.03,4251036795,8777,Yes,High School or below,Female,Yes,Single,27,\N,1,0,74,Technology Related Job,243,WA,258,233,No,No,0.52,525,262,0,2015,3 -45,224358,0.07,0.02,4251024097,8778,No,High School or below,Female,Yes,Married,117,\N,2,2,43,Non-technology Related Job,420,SC,358,18,No,No,0.05,3165,633,0,2015,1 -45,224358,0.07,0.02,4251024097,8778,No,High School or below,Female,Yes,Married,117,\N,2,2,43,Non-technology Related Job,420,SC,358,18,No,No,0.05,3077,615,0,2015,2 -47,29316,0.02,0.02,4251099093,8779,Yes,High School or below,Female,Yes,Single,88,\N,0,4,13,Non-technology Related Job,96,NY,457,53,No,Yes,0.58,4121,824,0,2015,1 -47,29316,0.02,0.02,4251099093,8779,Yes,High School or below,Female,Yes,Single,88,\N,0,4,13,Non-technology Related Job,96,NY,457,53,No,Yes,0.58,1713,856,0,2015,2 -63,27345,0.04,0,4251048703,8780,Yes,High School or below,Female,Yes,Married,96,\N,2,2,53,Technology Related Job,456,WI,460,163,No,No,0.79,5377,768,0,2015,1 -63,27345,0.04,0,4251048703,8780,Yes,High School or below,Female,Yes,Married,96,\N,2,2,53,Technology Related Job,456,WI,460,163,No,No,0.79,6074,607,0,2015,2 -65,82302,0,0.03,4251081371,8781,Yes,Bachelor or equivalent,Female,No,Single,67,\N,3,4,23,Technology Related Job,132,TN,60,198,No,No,0.32,4648,774,0,2015,1 -65,82302,0,0.03,4251081371,8781,Yes,Bachelor or equivalent,Female,No,Single,67,\N,3,4,23,Technology Related Job,132,TN,60,198,No,No,0.32,3715,928,0,2015,2 -67,137260,0.04,0.03,4251056992,8782,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,1,6,92,Technology Related Job,308,ND,159,233,No,No,0.85,2181,1090,0,2015,1 -67,137260,0.04,0.03,4251056992,8782,Yes,Bachelor or equivalent,Male,Yes,Married,37,\N,1,6,92,Technology Related Job,308,ND,159,233,No,No,0.85,1955,651,0,2015,2 -69,192217,0.07,0.02,4251054614,8783,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,2,0,61,Non-technology Related Job,485,NE,258,18,No,No,0.39,3588,717,0,2015,1 -69,192217,0.07,0.02,4251054614,8783,Yes,Bachelor or equivalent,Male,Yes,Single,8,\N,2,0,61,Non-technology Related Job,485,NE,258,18,No,No,0.39,7496,937,0,2015,2 -17,190246,0.01,0,4251010191,8784,Yes,Master or equivalent,Male,Yes,Married,16,\N,0,6,2,Technology Related Job,345,UT,262,128,No,No,0.6,3658,731,0,2015,1 -17,190246,0.01,0,4251010191,8784,Yes,Master or equivalent,Male,Yes,Married,16,\N,0,6,2,Technology Related Job,345,UT,262,128,No,No,0.6,2733,455,0,2015,2 -19,245204,0.05,0,4251085142,8785,Yes,Master or equivalent,Male,No,Single,107,\N,2,0,71,Technology Related Job,21,OR,361,163,No,No,0.13,3864,966,0,2015,1 -19,245204,0.05,0,4251085142,8785,Yes,Master or equivalent,Male,No,Single,107,\N,2,0,71,Technology Related Job,21,OR,361,163,No,No,0.13,3881,554,0,2015,2 -22,50161,0.01,0.03,4251032149,8786,Yes,High School or below,Female,Yes,Married,77,\N,3,2,40,Technology Related Job,197,NH,460,198,No,No,0.66,2925,731,0,2015,1 -22,50161,0.01,0.03,4251032149,8786,Yes,High School or below,Female,Yes,Married,77,\N,3,2,40,Technology Related Job,197,NH,460,198,No,No,0.66,4390,731,0,2015,2 -24,105118,0.04,0.03,4251054544,8787,Yes,High School or below,Female,No,Married,48,\N,0,4,10,Technology Related Job,374,MI,60,233,No,No,0.19,2307,461,0,2015,1 -24,105118,0.04,0.03,4251054544,8787,Yes,High School or below,Female,No,Married,48,\N,0,4,10,Technology Related Job,374,MI,60,233,No,No,0.19,4816,802,0,2015,2 -24,105118,0.04,0.03,4251054544,8787,Yes,High School or below,Female,No,Married,48,\N,0,4,10,Technology Related Job,374,MI,60,233,No,No,0.19,873,873,0,2015,3 -40,103147,0.06,0,4251044819,8788,Yes,High School or below,Female,Yes,Married,56,\N,3,2,50,Technology Related Job,234,RI,63,93,No,No,0.4,4191,598,0,2015,1 -40,103147,0.06,0,4251044819,8788,Yes,High School or below,Female,Yes,Married,56,\N,3,2,50,Technology Related Job,234,RI,63,93,No,No,0.4,4349,724,0,2015,2 -42,158105,0.02,0,4251009119,8789,Yes,High School or below,Female,Yes,Single,27,\N,0,4,20,Technology Related Job,410,NM,162,128,No,No,0.93,3348,1116,0,2015,1 -42,158105,0.02,0,4251009119,8789,Yes,High School or below,Female,Yes,Single,27,\N,0,4,20,Technology Related Job,410,NM,162,128,No,No,0.93,4721,674,0,2015,2 -42,158105,0.02,0,4251009119,8789,Yes,High School or below,Female,Yes,Single,27,\N,0,4,20,Technology Related Job,410,NM,162,128,No,No,0.93,280,280,0,2015,3 -44,213062,0.05,0,4251043840,8790,Yes,High School or below,Male,Yes,Single,117,\N,1,6,89,Technology Related Job,86,MS,262,163,No,Yes,0.46,4798,799,0,2015,1 -44,213062,0.05,0,4251043840,8790,Yes,High School or below,Male,Yes,Single,117,\N,1,6,89,Technology Related Job,86,MS,262,163,No,Yes,0.46,1953,651,0,2015,2 -46,18020,0.01,0.03,4251009929,8791,Yes,High School or below,Male,No,Married,88,\N,2,0,58,Technology Related Job,262,KY,361,198,No,No,0.99,2515,628,0,2015,1 -46,18020,0.01,0.03,4251009929,8791,Yes,High School or below,Male,No,Married,88,\N,2,0,58,Technology Related Job,262,KY,361,198,No,No,0.99,3146,786,0,2015,2 -48,72977,0.05,0.03,4251045437,8792,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,0,2,28,Non-technology Related Job,439,FL,460,233,No,No,0.52,4585,917,0,2015,1 -48,72977,0.05,0.03,4251045437,8792,Yes,Bachelor or equivalent,Male,Yes,Single,59,\N,0,2,28,Non-technology Related Job,439,FL,460,233,No,No,0.52,814,814,0,2015,2 -64,71006,0.07,0,4251088749,8793,Yes,Bachelor or equivalent,Male,Yes,Married,66,\N,2,0,68,Technology Related Job,299,MT,464,93,No,No,0.73,3767,538,0,2015,2 -66,125964,0.02,0,4251013835,8794,Yes,Master or equivalent,Male,Yes,Single,37,\N,3,2,37,Technology Related Job,475,ME,63,128,No,No,0.26,4141,591,0,2015,1 -66,125964,0.02,0,4251013835,8794,Yes,Master or equivalent,Male,Yes,Single,37,\N,3,2,37,Technology Related Job,475,ME,63,128,No,No,0.26,3831,957,0,2015,2 -68,180921,0.06,0.03,4251091028,8795,Yes,Master or equivalent,Female,Yes,Married,8,\N,1,4,7,Technology Related Job,151,HI,162,163,No,No,0.8,4928,821,0,2015,1 -68,180921,0.06,0.03,4251091028,8795,Yes,Master or equivalent,Female,Yes,Married,8,\N,1,4,7,Technology Related Job,151,HI,162,163,No,No,0.8,9473,947,0,2015,2 -71,235878,0.02,0.03,4251094828,8796,Yes,PhD or equivalent,Female,Yes,Single,99,\N,2,6,76,Technology Related Job,328,AR,261,198,No,No,0.33,343,343,0,2015,1 -71,235878,0.02,0.03,4251094828,8796,Yes,PhD or equivalent,Female,Yes,Single,99,\N,2,6,76,Technology Related Job,328,AR,261,198,No,No,0.33,3364,841,0,2015,2 -71,235878,0.02,0.03,4251094828,8796,Yes,PhD or equivalent,Female,Yes,Single,99,\N,2,6,76,Technology Related Job,328,AR,261,198,No,No,0.33,266,266,0,2015,3 -18,233907,0.04,0.01,4251093980,8797,Yes,High School or below,Female,Yes,Married,106,\N,0,4,17,Technology Related Job,188,MA,265,58,No,No,0.54,4018,1004,0,2015,1 -18,233907,0.04,0.01,4251093980,8797,Yes,High School or below,Female,Yes,Married,106,\N,0,4,17,Technology Related Job,188,MA,265,58,No,No,0.54,4894,815,0,2015,2 -21,38865,0.07,0,4251034779,8798,Yes,High School or below,Female,No,Single,77,\N,2,6,86,Technology Related Job,364,IL,364,93,No,No,0.07,2700,675,0,2015,1 -21,38865,0.07,0,4251034779,8798,Yes,High School or below,Female,No,Single,77,\N,2,6,86,Technology Related Job,364,IL,364,93,No,No,0.07,948,474,0,2015,2 -23,93822,0.03,0,4251073209,8799,Yes,High School or below,Male,Yes,Married,48,\N,3,0,55,Technology Related Job,40,CO,463,128,No,No,0.6,3243,463,0,2015,1 -23,93822,0.03,0,4251073209,8799,Yes,High School or below,Male,Yes,Married,48,\N,3,0,55,Technology Related Job,40,CO,463,128,No,No,0.6,6609,826,0,2015,2 -25,148780,0.07,0.03,4251021120,8800,Yes,High School or below,Male,Yes,Single,19,\N,0,2,25,Technology Related Job,216,WI,63,163,No,No,0.13,4077,453,1,2015,1 -25,148780,0.07,0.03,4251021120,8800,Yes,High School or below,Male,Yes,Single,19,\N,0,2,25,Technology Related Job,216,WI,63,163,No,No,0.13,3478,869,1,2015,2 -27,203737,0.02,0.03,4251073889,8801,Yes,High School or below,Female,Yes,Married,110,\N,1,4,94,Technology Related Job,393,SD,162,198,No,Yes,0.66,2000,666,0,2015,1 -27,203737,0.02,0.03,4251073889,8801,Yes,High School or below,Female,Yes,Married,110,\N,1,4,94,Technology Related Job,393,SD,162,198,No,Yes,0.66,1135,567,0,2015,2 -43,201766,0.04,0.01,4251039179,8802,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,0,2,34,Technology Related Job,253,DE,165,58,No,No,0.87,3087,771,0,2015,1 -43,201766,0.04,0.01,4251039179,8802,Yes,Bachelor or equivalent,Male,Yes,Single,117,\N,0,2,34,Technology Related Job,253,DE,165,58,No,No,0.87,6607,734,0,2015,2 -45,6724,0,0,4251076826,8803,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,1,4,4,Technology Related Job,429,AL,265,93,No,No,0.4,4203,840,0,2015,1 -45,6724,0,0,4251076826,8803,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,1,4,4,Technology Related Job,429,AL,265,93,No,No,0.4,4450,556,0,2015,2 -45,6724,0,0,4251076826,8803,Yes,Bachelor or equivalent,Female,Yes,Married,88,\N,1,4,4,Technology Related Job,429,AL,265,93,No,No,0.4,1076,1076,0,2015,3 -47,61681,0.03,0,4251078203,8804,Yes,Bachelor or equivalent,Female,No,Single,59,\N,2,6,73,Technology Related Job,105,TX,364,128,Yes,No,0.93,1527,509,0,2015,1 -47,61681,0.03,0,4251078203,8804,Yes,Bachelor or equivalent,Female,No,Single,59,\N,2,6,73,Technology Related Job,105,TX,364,128,Yes,No,0.93,3951,790,0,2015,2 -47,61681,0.03,0,4251078203,8804,Yes,Bachelor or equivalent,Female,No,Single,59,\N,2,6,73,Technology Related Job,105,TX,364,128,Yes,No,0.93,1414,707,0,2015,3 -49,116638,0.07,0.03,4251033590,8805,Yes,Master or equivalent,Female,Yes,Married,30,\N,3,0,43,Technology Related Job,282,OK,463,163,No,No,0.46,1550,310,0,2015,1 -49,116638,0.07,0.03,4251033590,8805,Yes,Master or equivalent,Female,Yes,Married,30,\N,3,0,43,Technology Related Job,282,OK,463,163,No,No,0.46,767,383,0,2015,2 -12,227539,0.05,0,4251085055,8806,Yes,Master or equivalent,Female,Yes,Married,88,\N,1,6,61,Non-technology Related Job,454,PA,160,178,No,Yes,0.92,2487,414,1,2015,1 -12,227539,0.05,0,4251085055,8806,Yes,Master or equivalent,Female,Yes,Married,88,\N,1,6,61,Non-technology Related Job,454,PA,160,178,No,Yes,0.92,4451,556,1,2015,2 -68,169625,0.05,0.01,4251024434,8807,Yes,High School or below,Female,Yes,Married,8,\N,3,0,52,Technology Related Job,318,VT,66,58,No,No,0.21,3490,872,0,2015,1 -68,169625,0.05,0.01,4251024434,8807,Yes,High School or below,Female,Yes,Married,8,\N,3,0,52,Technology Related Job,318,VT,66,58,No,No,0.21,2119,1059,0,2015,2 -70,224582,0,0,4251056143,8808,Yes,High School or below,Male,Yes,Single,99,\N,0,2,22,Technology Related Job,494,PA,165,93,No,No,0.74,2047,1023,0,2015,1 -70,224582,0,0,4251056143,8808,Yes,High School or below,Male,Yes,Single,99,\N,0,2,22,Technology Related Job,494,PA,165,93,No,No,0.74,4775,795,0,2015,2 -72,29540,0.04,0,4251071381,8809,Yes,High School or below,Male,Yes,Married,70,\N,2,4,91,Technology Related Job,170,NM,265,128,No,No,0.27,1127,375,0,2015,1 -72,29540,0.04,0,4251071381,8809,Yes,High School or below,Male,Yes,Married,70,\N,2,4,91,Technology Related Job,170,NM,265,128,No,No,0.27,2100,525,0,2015,2 -34,140440,0.02,0,4251081725,8810,Yes,High School or below,Female,No,Married,8,\N,3,2,10,Non-technology Related Job,343,NC,462,143,No,No,0.72,6756,1126,0,2015,1 -34,140440,0.02,0,4251081725,8810,Yes,High School or below,Female,No,Married,8,\N,3,2,10,Non-technology Related Job,343,NC,462,143,No,No,0.72,4173,596,0,2015,2 -34,140440,0.02,0,4251081725,8810,Yes,High School or below,Female,No,Married,8,\N,3,2,10,Non-technology Related Job,343,NC,462,143,No,No,0.72,664,664,0,2015,3 -36,195398,0.06,0,4251086270,8811,Yes,High School or below,Male,Yes,Single,98,\N,0,4,79,Non-technology Related Job,19,MO,61,178,No,No,0.25,3773,628,0,2015,1 -36,195398,0.06,0,4251086270,8811,Yes,High School or below,Male,Yes,Single,98,\N,0,4,79,Non-technology Related Job,19,MO,61,178,No,No,0.25,4616,1154,0,2015,2 -24,137484,0.05,0.01,4251088340,8812,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,3,6,70,Technology Related Job,383,NC,467,58,No,No,0.54,3963,566,0,2015,1 -24,137484,0.05,0.01,4251088340,8812,Yes,Bachelor or equivalent,Female,Yes,Single,19,\N,3,6,70,Technology Related Job,383,NC,467,58,No,No,0.54,5753,821,0,2015,2 -26,192441,0.01,0,4251081192,8813,Yes,Bachelor or equivalent,Female,Yes,Married,110,\N,0,0,40,Technology Related Job,59,MO,66,93,No,No,0.07,2607,869,0,2015,1 -26,192441,0.01,0,4251081192,8813,Yes,Bachelor or equivalent,Female,Yes,Married,110,\N,0,0,40,Technology Related Job,59,MO,66,93,No,No,0.07,3248,812,0,2015,2 -28,247399,0.04,0,4251054258,8814,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,1,3,9,Technology Related Job,235,LA,165,128,No,No,0.6,2698,899,0,2015,1 -28,247399,0.04,0,4251054258,8814,Yes,Bachelor or equivalent,Male,Yes,Married,80,\N,1,3,9,Technology Related Job,235,LA,165,128,No,No,0.6,5393,1078,0,2015,2 -59,108299,0.03,0,4251049664,8815,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,2,0,27,Non-technology Related Job,408,MD,362,143,No,No,0.06,5448,908,0,2015,1 -59,108299,0.03,0,4251049664,8815,Yes,Bachelor or equivalent,Female,Yes,Single,18,\N,2,0,27,Non-technology Related Job,408,MD,362,143,No,No,0.06,6203,886,0,2015,2 -61,163256,0.06,0,4251044677,8816,Yes,Master or equivalent,Female,No,Married,109,\N,0,2,97,Non-technology Related Job,84,ID,462,178,No,No,0.59,7866,874,0,2015,1 -61,163256,0.06,0,4251044677,8816,Yes,Master or equivalent,Female,No,Married,109,\N,0,2,97,Non-technology Related Job,84,ID,462,178,No,No,0.59,3271,817,0,2015,2 -49,105342,0.06,0.01,4251075446,8817,Yes,High School or below,Male,Yes,Single,29,\N,2,4,88,Technology Related Job,448,MD,367,58,No,No,0.87,5194,1038,0,2015,1 -49,105342,0.06,0.01,4251075446,8817,Yes,High School or below,Male,Yes,Single,29,\N,2,4,88,Technology Related Job,448,MD,367,58,No,No,0.87,3239,647,0,2015,2 -51,160300,0.01,0,4251044297,8818,Yes,High School or below,Female,Yes,Married,0,\N,3,6,57,Technology Related Job,124,IL,467,93,No,No,0.4,1308,436,1,2015,1 -51,160300,0.01,0,4251044297,8818,Yes,High School or below,Female,Yes,Married,0,\N,3,6,57,Technology Related Job,124,IL,467,93,No,No,0.4,4208,701,1,2015,2 -51,160300,0.01,0,4251044297,8818,Yes,High School or below,Female,Yes,Married,0,\N,3,6,57,Technology Related Job,124,IL,467,93,No,No,0.4,367,367,1,2015,3 -13,21200,0,0.01,4251088489,8819,Yes,High School or below,Male,Yes,Single,58,\N,1,4,76,Non-technology Related Job,297,IA,164,108,No,No,0.86,1286,428,0,2015,1 -13,21200,0,0.01,4251088489,8819,Yes,High School or below,Male,Yes,Single,58,\N,1,4,76,Non-technology Related Job,297,IA,164,108,No,No,0.86,3421,855,0,2015,2 -13,21200,0,0.01,4251088489,8819,Yes,High School or below,Male,Yes,Single,58,\N,1,4,76,Non-technology Related Job,297,IA,164,108,No,No,0.86,607,607,0,2015,3 -15,76158,0.03,0,4251058797,8820,Yes,High School or below,Male,No,Single,29,\N,2,6,45,Non-technology Related Job,473,CT,263,143,No,No,0.39,554,554,0,2015,1 -15,76158,0.03,0,4251058797,8820,Yes,High School or below,Male,No,Single,29,\N,2,6,45,Non-technology Related Job,473,CT,263,143,No,No,0.39,2265,377,0,2015,2 -15,76158,0.03,0,4251058797,8820,Yes,High School or below,Male,No,Single,29,\N,2,6,45,Non-technology Related Job,473,CT,263,143,No,No,0.39,767,767,0,2015,3 -17,131115,0.07,0,4251087417,8821,Yes,High School or below,Male,Yes,Married,0,\N,3,0,15,Non-technology Related Job,149,WY,362,178,No,No,0.92,3866,966,0,2015,1 -17,131115,0.07,0,4251087417,8821,Yes,High School or below,Male,Yes,Married,0,\N,3,0,15,Non-technology Related Job,149,WY,362,178,No,No,0.92,6563,729,0,2015,2 -73,73201,0.06,0.01,4251062095,8822,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,2,2,6,Technology Related Job,13,DE,268,58,No,No,0.21,5297,662,0,2015,1 -73,73201,0.06,0.01,4251062095,8822,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,2,2,6,Technology Related Job,13,DE,268,58,No,No,0.21,3849,641,0,2015,2 -36,184102,0.04,0.01,4251053616,8823,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,3,0,24,Non-technology Related Job,186,FL,465,73,No,No,0.66,1020,510,0,2015,1 -36,184102,0.04,0.01,4251053616,8823,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,3,0,24,Non-technology Related Job,186,FL,465,73,No,No,0.66,2485,828,0,2015,2 -38,239059,0,0.01,4251035615,8824,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,0,2,94,Non-technology Related Job,362,AK,64,108,No,No,0.2,5880,653,0,2015,1 -38,239059,0,0.01,4251035615,8824,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,0,2,94,Non-technology Related Job,362,AK,64,108,No,No,0.2,3292,823,0,2015,2 -40,44016,0.04,0,4251049108,8825,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,1,4,63,Non-technology Related Job,38,VT,163,143,No,No,0.73,4020,804,0,2015,1 -40,44016,0.04,0,4251049108,8825,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,1,4,63,Non-technology Related Job,38,VT,163,143,No,No,0.73,3791,758,0,2015,2 -42,98974,0.07,0,4251098240,8826,Yes,Bachelor or equivalent,Male,No,Single,11,\N,2,7,32,Non-technology Related Job,214,OR,263,178,No,No,0.26,771,257,0,2015,1 -42,98974,0.07,0,4251098240,8826,Yes,Bachelor or equivalent,Male,No,Single,11,\N,2,7,32,Non-technology Related Job,214,OR,263,178,No,No,0.26,2724,544,0,2015,2 -58,97003,0.01,0.01,4251043995,8827,Yes,PhD or equivalent,Female,No,Married,18,\N,1,4,73,Technology Related Job,75,AR,266,38,No,No,0.47,8683,964,0,2015,1 -58,97003,0.01,0.01,4251043995,8827,Yes,PhD or equivalent,Female,No,Married,18,\N,1,4,73,Technology Related Job,75,AR,266,38,No,No,0.47,8562,570,0,2015,2 -60,151960,0.05,0.01,4251076922,8828,Yes,High School or below,Male,Yes,Single,109,\N,2,6,42,Non-technology Related Job,251,WA,365,73,No,Yes,0,4342,620,0,2015,1 -60,151960,0.05,0.01,4251076922,8828,Yes,High School or below,Male,Yes,Single,109,\N,2,6,42,Non-technology Related Job,251,WA,365,73,No,Yes,0,5069,844,0,2015,2 -62,206918,0.01,0,4251053466,8829,Yes,High School or below,Male,Yes,Married,80,\N,3,0,12,Non-technology Related Job,427,RI,465,108,No,No,0.53,2500,625,0,2015,1 -62,206918,0.01,0,4251053466,8829,Yes,High School or below,Male,Yes,Married,80,\N,3,0,12,Non-technology Related Job,427,RI,465,108,No,No,0.53,3922,784,0,2015,2 -64,11875,0.04,0,4251033914,8830,Yes,High School or below,Female,Yes,Single,51,\N,1,3,81,Non-technology Related Job,103,NY,64,142,No,No,0.06,6759,965,0,2015,1 -64,11875,0.04,0,4251033914,8830,Yes,High School or below,Female,Yes,Single,51,\N,1,3,81,Non-technology Related Job,103,NY,64,142,No,No,0.06,669,223,0,2015,2 -12,9904,0.06,0.02,4251010071,8831,Yes,High School or below,Male,Yes,Married,58,\N,3,0,21,Technology Related Job,463,WI,67,2,No,No,0.27,3007,501,0,2015,1 -12,9904,0.06,0.02,4251010071,8831,Yes,High School or below,Male,Yes,Married,58,\N,3,0,21,Technology Related Job,463,WI,67,2,No,No,0.27,2154,538,0,2015,2 -12,9904,0.06,0.02,4251010071,8831,Yes,High School or below,Male,Yes,Married,58,\N,3,0,21,Technology Related Job,463,WI,67,2,No,No,0.27,264,264,0,2015,3 -14,64862,0.02,0.01,4251076111,8832,Yes,High School or below,Female,Yes,Single,29,\N,0,2,91,Non-technology Related Job,140,SD,167,37,No,No,0.8,3401,485,1,2015,1 -14,64862,0.02,0.01,4251076111,8832,Yes,High School or below,Female,Yes,Single,29,\N,0,2,91,Non-technology Related Job,140,SD,167,37,No,No,0.8,1757,439,1,2015,2 -17,119819,0.05,0.01,4251029950,8833,Yes,Bachelor or equivalent,Female,No,Married,0,\N,2,4,60,Non-technology Related Job,316,ND,266,72,No,No,0.33,3784,756,1,2015,1 -17,119819,0.05,0.01,4251029950,8833,Yes,Bachelor or equivalent,Female,No,Married,0,\N,2,4,60,Non-technology Related Job,316,ND,266,72,No,No,0.33,2322,464,1,2015,2 -17,119819,0.05,0.01,4251029950,8833,Yes,Bachelor or equivalent,Female,No,Married,0,\N,2,4,60,Non-technology Related Job,316,ND,266,72,No,No,0.33,910,910,1,2015,3 -19,174776,0.01,0,4251019400,8834,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,3,7,29,Non-technology Related Job,492,NE,365,107,No,No,0.86,1560,390,0,2015,1 -19,174776,0.01,0,4251019400,8834,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,3,7,29,Non-technology Related Job,492,NE,365,107,No,No,0.86,2246,748,0,2015,2 -35,172805,0.03,0.02,4251079902,8835,No,Bachelor or equivalent,Female,Yes,Married,98,\N,1,4,70,Technology Related Job,352,TX,369,217,No,No,0.07,4995,713,1,2015,1 -35,172805,0.03,0.02,4251079902,8835,No,Bachelor or equivalent,Female,Yes,Married,98,\N,1,4,70,Technology Related Job,352,TX,369,217,No,No,0.07,2341,585,1,2015,2 -37,227763,0.07,0.02,4251037225,8836,Yes,Master or equivalent,Female,Yes,Single,69,\N,3,6,39,Technology Related Job,29,OK,468,2,No,No,0.61,1699,566,0,2015,1 -37,227763,0.07,0.02,4251037225,8836,Yes,Master or equivalent,Female,Yes,Single,69,\N,3,6,39,Technology Related Job,29,OK,468,2,No,No,0.61,4001,500,0,2015,2 -39,32720,0.02,0.01,4251020195,8837,Yes,Master or equivalent,Male,Yes,Married,40,\N,0,0,9,Non-technology Related Job,205,NH,67,37,No,No,0.14,1353,676,0,2015,1 -39,32720,0.02,0.01,4251020195,8837,Yes,Master or equivalent,Male,Yes,Married,40,\N,0,0,9,Non-technology Related Job,205,NH,67,37,No,No,0.14,1441,480,0,2015,2 -41,87678,0.06,0.01,4251020312,8838,Yes,PhD or equivalent,Male,Yes,Single,10,\N,1,3,78,Non-technology Related Job,381,MA,167,72,No,No,0.67,3526,705,0,2015,1 -41,87678,0.06,0.01,4251020312,8838,Yes,PhD or equivalent,Male,Yes,Single,10,\N,1,3,78,Non-technology Related Job,381,MA,167,72,No,No,0.67,786,393,0,2015,2 -43,142635,0.02,0,4251088934,8839,Yes,High School or below,Female,No,Married,101,\N,2,5,47,Non-technology Related Job,57,IN,266,107,No,Yes,0.2,1261,420,0,2015,1 -43,142635,0.02,0,4251088934,8839,Yes,High School or below,Female,No,Married,101,\N,2,5,47,Non-technology Related Job,57,IN,266,107,No,Yes,0.2,3255,813,0,2015,2 -59,140664,0.04,0.02,4251080890,8840,Yes,High School or below,Male,Yes,Single,109,\N,1,2,88,Technology Related Job,417,NM,269,217,No,No,0.41,2071,1035,0,2015,1 -59,140664,0.04,0.02,4251080890,8840,Yes,High School or below,Male,Yes,Single,109,\N,1,2,88,Technology Related Job,417,NM,269,217,No,No,0.41,3358,839,0,2015,2 -61,195622,0.07,0.02,4251051549,8841,Yes,High School or below,Female,Yes,Married,80,\N,2,4,57,Technology Related Job,94,MN,369,2,No,No,0.94,1154,577,0,2015,1 -61,195622,0.07,0.02,4251051549,8841,Yes,High School or below,Female,Yes,Married,80,\N,2,4,57,Technology Related Job,94,MN,369,2,No,No,0.94,4228,845,0,2015,2 -63,579,0.03,0.01,4251029980,8842,Yes,High School or below,Female,Yes,Single,50,\N,3,6,26,Non-technology Related Job,270,KS,468,37,No,No,0.47,5218,1043,0,2015,1 -63,579,0.03,0.01,4251029980,8842,Yes,High School or below,Female,Yes,Single,50,\N,3,6,26,Non-technology Related Job,270,KS,468,37,No,No,0.47,1337,668,0,2015,2 -66,55536,0.06,0.01,4251076804,8843,Yes,High School or below,Male,Yes,Married,21,\N,1,1,96,Non-technology Related Job,446,FL,67,72,No,No,0,2813,937,0,2015,1 -66,55536,0.06,0.01,4251076804,8843,Yes,High School or below,Male,Yes,Married,21,\N,1,1,96,Non-technology Related Job,446,FL,67,72,No,No,0,6379,797,0,2015,2 -14,53565,0.01,0.02,4251044558,8844,Yes,Bachelor or equivalent,Female,No,Single,29,\N,3,6,36,Technology Related Job,306,MT,71,182,No,No,0.21,6230,890,0,2015,1 -14,53565,0.01,0.02,4251044558,8844,Yes,Bachelor or equivalent,Female,No,Single,29,\N,3,6,36,Technology Related Job,306,MT,71,182,No,No,0.21,2645,529,0,2015,2 -16,108523,0.04,0.02,4251012825,8845,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,0,0,6,Technology Related Job,482,LA,170,217,No,No,0.74,4066,813,0,2015,1 -16,108523,0.04,0.02,4251012825,8845,Yes,Bachelor or equivalent,Male,Yes,Married,0,\N,0,0,6,Technology Related Job,482,LA,170,217,No,No,0.74,2326,581,0,2015,2 -18,163480,0,0.02,4251015653,8846,Yes,Bachelor or equivalent,Male,Yes,Single,90,\N,2,2,75,Technology Related Job,159,HI,269,2,No,No,0.27,3465,866,0,2015,1 -18,163480,0,0.02,4251015653,8846,Yes,Bachelor or equivalent,Male,Yes,Single,90,\N,2,2,75,Technology Related Job,159,HI,269,2,No,No,0.27,5359,893,0,2015,2 -20,218438,0.03,0.01,4251031324,8847,Yes,Master or equivalent,Male,Yes,Single,61,\N,3,5,44,Non-technology Related Job,335,AZ,369,37,No,No,0.8,3303,825,0,2015,1 -20,218438,0.03,0.01,4251031324,8847,Yes,Master or equivalent,Male,Yes,Single,61,\N,3,5,44,Non-technology Related Job,335,AZ,369,37,No,No,0.8,1254,418,0,2015,2 -20,218438,0.03,0.01,4251031324,8847,Yes,Master or equivalent,Male,Yes,Single,61,\N,3,5,44,Non-technology Related Job,335,AZ,369,37,No,No,0.8,1087,543,0,2015,3 -50,79338,0.02,0.02,4251089903,8848,Yes,Master or equivalent,Female,Yes,Married,119,\N,0,2,63,Non-technology Related Job,7,CA,66,52,No,No,0.26,3544,708,0,2015,1 -50,79338,0.02,0.02,4251089903,8848,Yes,Master or equivalent,Female,Yes,Married,119,\N,0,2,63,Non-technology Related Job,7,CA,66,52,No,No,0.26,2618,872,0,2015,2 -38,21424,0.01,0.02,4251024823,8849,Yes,High School or below,Male,Yes,Married,40,\N,3,4,54,Technology Related Job,371,IL,471,182,No,No,0.55,2819,704,0,2015,1 -38,21424,0.01,0.02,4251024823,8849,Yes,High School or below,Male,Yes,Married,40,\N,3,4,54,Technology Related Job,371,IL,471,182,No,No,0.55,1801,600,0,2015,2 -40,76382,0.05,0.02,4251053824,8850,Yes,High School or below,Female,No,Married,10,\N,0,6,23,Technology Related Job,48,CO,71,217,No,No,0.08,4640,928,0,2015,1 -40,76382,0.05,0.02,4251053824,8850,Yes,High School or below,Female,No,Married,10,\N,0,6,23,Technology Related Job,48,CO,71,217,No,No,0.08,526,526,0,2015,3 -42,131339,0,0.02,4251051494,8851,Yes,High School or below,Female,Yes,Single,101,\N,1,1,93,Non-technology Related Job,224,WV,170,2,No,No,0.61,6003,750,0,2015,1 -42,131339,0,0.02,4251051494,8851,Yes,High School or below,Female,Yes,Single,101,\N,1,1,93,Non-technology Related Job,224,WV,170,2,No,No,0.61,464,154,0,2015,2 -73,242239,0.06,0.02,4251034131,8852,Yes,High School or below,Male,Yes,Married,39,\N,2,6,11,Non-technology Related Job,396,WY,367,17,Yes,No,0.06,3799,759,0,2015,1 -73,242239,0.06,0.02,4251034131,8852,Yes,High School or below,Male,Yes,Married,39,\N,2,6,11,Non-technology Related Job,396,WY,367,17,Yes,No,0.06,3391,678,0,2015,2 -75,47197,0.02,0.02,4251090145,8853,Yes,High School or below,Female,Yes,Married,10,\N,3,0,81,Non-technology Related Job,72,TX,466,52,No,No,0.59,1161,580,0,2015,1 -75,47197,0.02,0.02,4251090145,8853,Yes,High School or below,Female,Yes,Married,10,\N,3,0,81,Non-technology Related Job,72,TX,466,52,No,No,0.59,2956,739,0,2015,2 -63,239283,0.02,0.02,4251038781,8854,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,2,72,Technology Related Job,436,WY,372,182,No,No,0.88,2633,877,0,2015,1 -63,239283,0.02,0.02,4251038781,8854,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,2,72,Technology Related Job,436,WY,372,182,No,No,0.88,1519,759,0,2015,2 -65,44240,0.05,0.02,4251012251,8855,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,3,5,41,Technology Related Job,113,TX,471,217,No,No,0.41,5399,771,0,2015,1 -65,44240,0.05,0.02,4251012251,8855,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,3,5,41,Technology Related Job,113,TX,471,217,No,No,0.41,1304,652,0,2015,2 -65,44240,0.05,0.02,4251012251,8855,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,3,5,41,Technology Related Job,113,TX,471,217,No,No,0.41,1047,1047,0,2015,3 -27,155141,0.03,0.02,4251038539,8856,Yes,Bachelor or equivalent,Female,No,Single,79,\N,0,2,60,Non-technology Related Job,285,VT,168,232,No,No,0.87,1678,559,0,2015,1 -27,155141,0.03,0.02,4251038539,8856,Yes,Bachelor or equivalent,Female,No,Single,79,\N,0,2,60,Non-technology Related Job,285,VT,168,232,No,No,0.87,1980,990,0,2015,2 -27,155141,0.03,0.02,4251038539,8856,Yes,Bachelor or equivalent,Female,No,Single,79,\N,0,2,60,Non-technology Related Job,285,VT,168,232,No,No,0.87,899,899,0,2015,3 -29,210098,0.07,0.02,4251088378,8857,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,4,29,Non-technology Related Job,461,OR,267,17,No,No,0.4,6526,652,1,2015,1 -29,210098,0.07,0.02,4251088378,8857,Yes,Bachelor or equivalent,Male,Yes,Married,50,\N,2,4,29,Non-technology Related Job,461,OR,267,17,No,No,0.4,2473,618,1,2015,2 -31,15056,0.03,0.02,4251090045,8858,Yes,Master or equivalent,Male,Yes,Single,21,\N,3,7,99,Others,138,NJ,367,52,No,No,0.93,3429,571,0,2015,1 -31,15056,0.03,0.02,4251090045,8858,Yes,Master or equivalent,Male,Yes,Single,21,\N,3,7,99,Others,138,NJ,367,52,No,No,0.93,4334,722,0,2015,2 -19,207142,0.02,0.02,4251022668,8859,Yes,High School or below,Female,Yes,Single,61,\N,1,1,90,Technology Related Job,2,PA,272,182,No,No,0.21,6738,962,1,2015,1 -19,207142,0.02,0.02,4251022668,8859,Yes,High School or below,Female,Yes,Single,61,\N,1,1,90,Technology Related Job,2,PA,272,182,No,No,0.21,2810,468,1,2015,2 -21,12099,0.06,0.02,4251085952,8860,Yes,High School or below,Female,Yes,Married,32,\N,3,3,59,Technology Related Job,178,NJ,372,217,No,No,0.75,2975,991,0,2015,1 -21,12099,0.06,0.02,4251085952,8860,Yes,High School or below,Female,Yes,Married,32,\N,3,3,59,Technology Related Job,178,NJ,372,217,No,No,0.75,4182,697,0,2015,2 -21,12099,0.06,0.02,4251085952,8860,Yes,High School or below,Female,Yes,Married,32,\N,3,3,59,Technology Related Job,178,NJ,372,217,No,No,0.75,789,789,0,2015,3 -52,122999,0.04,0.02,4251058453,8861,Yes,High School or below,Female,Yes,Married,90,\N,0,0,78,Non-technology Related Job,350,NY,69,232,No,No,0.2,3836,639,0,2015,1 -52,122999,0.04,0.02,4251058453,8861,Yes,High School or below,Female,Yes,Married,90,\N,0,0,78,Non-technology Related Job,350,NY,69,232,No,No,0.2,4229,845,0,2015,2 -52,122999,0.04,0.02,4251058453,8861,Yes,High School or below,Female,Yes,Married,90,\N,0,0,78,Non-technology Related Job,350,NY,69,232,No,No,0.2,1066,1066,0,2015,3 -54,177957,0.07,0.02,4251080759,8862,Yes,High School or below,Female,No,Single,61,\N,1,3,47,Non-technology Related Job,26,MO,168,17,No,No,0.73,6840,977,0,2015,1 -54,177957,0.07,0.02,4251080759,8862,Yes,High School or below,Female,No,Single,61,\N,1,3,47,Non-technology Related Job,26,MO,168,17,No,No,0.73,7971,1138,0,2015,2 -56,232914,0.03,0.01,4251070470,8863,Yes,High School or below,Female,Yes,Married,31,\N,2,5,16,Others,203,KY,267,52,No,No,0.26,5338,1067,0,2015,1 -56,232914,0.03,0.01,4251070470,8863,Yes,High School or below,Female,Yes,Married,31,\N,2,5,16,Others,203,KY,267,52,No,No,0.26,5360,670,0,2015,2 -44,175000,0.03,0.02,4251089632,8864,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,1,7,8,Technology Related Job,67,MO,173,182,No,Yes,0.55,7514,751,0,2015,1 -44,175000,0.03,0.02,4251089632,8864,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,1,7,8,Technology Related Job,67,MO,173,182,No,Yes,0.55,4249,849,0,2015,2 -74,35901,0.01,0.03,4251074487,8865,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,2,4,26,Non-technology Related Job,239,NE,370,197,No,No,0,5016,716,0,2015,1 -74,35901,0.01,0.03,4251074487,8865,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,2,4,26,Non-technology Related Job,239,NE,370,197,No,No,0,2591,1295,0,2015,2 -76,90858,0.04,0.02,4251043395,8866,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,3,6,96,Non-technology Related Job,415,ME,469,232,No,Yes,0.54,8449,704,0,2015,1 -76,90858,0.04,0.02,4251043395,8866,Yes,Bachelor or equivalent,Male,Yes,Single,101,\N,3,6,96,Non-technology Related Job,415,ME,469,232,No,Yes,0.54,5900,737,0,2015,2 -78,145816,0,0.02,4251081855,8867,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,1,1,65,Non-technology Related Job,92,ID,69,17,No,No,0.07,4290,858,0,2015,1 -78,145816,0,0.02,4251081855,8867,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,1,1,65,Non-technology Related Job,92,ID,69,17,No,No,0.07,523,523,0,2015,2 -13,200773,0.04,0.01,4251032353,8868,Yes,Master or equivalent,Female,No,Single,42,\N,2,3,34,Others,268,CA,168,52,No,No,0.6,3520,586,1,2015,1 -13,200773,0.04,0.01,4251032353,8868,Yes,Master or equivalent,Female,No,Single,42,\N,2,3,34,Others,268,CA,168,52,No,No,0.6,2962,493,1,2015,2 -28,198802,0.06,0.03,4251042574,8869,Yes,High School or below,Male,No,Married,50,\N,0,0,75,Non-technology Related Job,128,MI,171,162,No,No,0.81,2221,555,0,2015,1 -28,198802,0.06,0.03,4251042574,8869,Yes,High School or below,Male,No,Married,50,\N,0,0,75,Non-technology Related Job,128,MI,171,162,No,No,0.81,4195,699,0,2015,2 -31,3759,0.01,0.03,4251054224,8870,Yes,High School or below,Female,Yes,Single,21,\N,2,2,44,Non-technology Related Job,304,IN,271,197,No,No,0.34,3201,640,0,2015,1 -31,3759,0.01,0.03,4251054224,8870,Yes,High School or below,Female,Yes,Single,21,\N,2,2,44,Non-technology Related Job,304,IN,271,197,No,No,0.34,5710,1142,0,2015,2 -33,58717,0.05,0.02,4251084805,8871,Yes,High School or below,Female,Yes,Married,111,\N,3,5,13,Non-technology Related Job,480,CT,370,232,No,No,0.87,3514,878,0,2015,1 -33,58717,0.05,0.02,4251084805,8871,Yes,High School or below,Female,Yes,Married,111,\N,3,5,13,Non-technology Related Job,480,CT,370,232,No,No,0.87,5252,1050,0,2015,2 -33,58717,0.05,0.02,4251084805,8871,Yes,High School or below,Female,Yes,Married,111,\N,3,5,13,Non-technology Related Job,480,CT,370,232,No,No,0.87,1427,1427,0,2015,3 -35,113674,0.01,0.02,4251057912,8872,Yes,High School or below,Female,Yes,Single,82,\N,0,7,83,Non-technology Related Job,157,WI,469,17,No,No,0.4,3790,758,1,2015,1 -35,113674,0.01,0.02,4251057912,8872,Yes,High School or below,Female,Yes,Single,82,\N,0,7,83,Non-technology Related Job,157,WI,469,17,No,No,0.4,5033,1006,1,2015,2 -51,111703,0.03,0.03,4251052435,8873,Yes,High School or below,Female,No,Married,90,\N,3,4,23,Non-technology Related Job,17,KS,473,127,No,No,0.61,7692,1098,0,2015,1 -51,111703,0.03,0.03,4251052435,8873,Yes,High School or below,Female,No,Married,90,\N,3,4,23,Non-technology Related Job,17,KS,473,127,No,No,0.61,4401,628,0,2015,2 -53,166661,0.06,0.03,4251030494,8874,Yes,High School or below,Male,Yes,Single,60,\N,0,6,93,Non-technology Related Job,193,FL,72,162,No,No,0.14,3731,621,0,2015,1 -53,166661,0.06,0.03,4251030494,8874,Yes,High School or below,Male,Yes,Single,60,\N,0,6,93,Non-technology Related Job,193,FL,72,162,No,No,0.14,5048,841,0,2015,2 -55,221618,0.02,0.03,4251096361,8875,Yes,Bachelor or equivalent,Male,No,Married,31,\N,1,1,62,Non-technology Related Job,369,AL,171,197,No,No,0.67,7127,890,0,2015,1 -55,221618,0.02,0.03,4251096361,8875,Yes,Bachelor or equivalent,Male,No,Married,31,\N,1,1,62,Non-technology Related Job,369,AL,171,197,No,No,0.67,5840,648,0,2015,2 -55,221618,0.02,0.03,4251096361,8875,Yes,Bachelor or equivalent,Male,No,Married,31,\N,1,1,62,Non-technology Related Job,369,AL,171,197,No,No,0.67,566,566,0,2015,3 -57,26576,0.05,0.02,4251049433,8876,Yes,Bachelor or equivalent,Male,Yes,Single,2,\N,2,3,31,Non-technology Related Job,46,UT,271,232,No,No,0.2,2203,440,0,2015,1 -57,26576,0.05,0.02,4251049433,8876,Yes,Bachelor or equivalent,Male,Yes,Single,2,\N,2,3,31,Non-technology Related Job,46,UT,271,232,No,No,0.2,3202,457,0,2015,2 -73,24605,0.07,0,4251061767,8877,Yes,Master or equivalent,Male,Yes,Married,10,\N,1,0,72,Non-technology Related Job,406,HI,274,92,No,No,0.41,2550,637,0,2015,1 -73,24605,0.07,0,4251061767,8877,Yes,Master or equivalent,Male,Yes,Married,10,\N,1,0,72,Non-technology Related Job,406,HI,274,92,No,No,0.41,7605,1086,0,2015,2 -75,79562,0.03,0.03,4251097947,8878,Yes,Master or equivalent,Male,Yes,Single,100,\N,2,2,41,Non-technology Related Job,82,AR,373,127,No,No,0.95,3063,612,0,2015,1 -75,79562,0.03,0.03,4251097947,8878,Yes,Master or equivalent,Male,Yes,Single,100,\N,2,2,41,Non-technology Related Job,82,AR,373,127,No,No,0.95,3233,808,0,2015,2 -77,134520,0.07,0.03,4251055749,8879,Yes,PhD or equivalent,Female,No,Married,71,\N,3,5,10,Non-technology Related Job,258,VA,473,162,No,No,0.48,847,423,0,2015,1 -77,134520,0.07,0.03,4251055749,8879,Yes,PhD or equivalent,Female,No,Married,71,\N,3,5,10,Non-technology Related Job,258,VA,473,162,No,No,0.48,5503,786,0,2015,2 -12,189477,0.02,0.03,4251010812,8880,Yes,High School or below,Female,Yes,Single,42,\N,0,7,80,Non-technology Related Job,434,RI,72,197,No,No,0.01,5881,735,1,2015,1 -12,189477,0.02,0.03,4251010812,8880,Yes,High School or below,Female,Yes,Single,42,\N,0,7,80,Non-technology Related Job,434,RI,72,197,No,No,0.01,2447,815,1,2015,2 -27,187506,0.04,0,4251099229,8881,Yes,High School or below,Female,Yes,Married,50,\N,3,4,20,Technology Related Job,295,CO,75,57,No,No,0.22,2936,489,0,2015,1 -27,187506,0.04,0,4251099229,8881,Yes,High School or below,Female,Yes,Married,50,\N,3,4,20,Technology Related Job,295,CO,75,57,No,No,0.22,1855,463,0,2015,2 -30,242463,0,0,4251074464,8882,Yes,High School or below,Female,Yes,Single,20,\N,0,6,90,Non-technology Related Job,471,WV,175,92,No,No,0.75,2678,669,0,2015,1 -30,242463,0,0,4251074464,8882,Yes,High School or below,Female,Yes,Single,20,\N,0,6,90,Non-technology Related Job,471,WV,175,92,No,No,0.75,4211,701,0,2015,2 -30,242463,0,0,4251074464,8882,Yes,High School or below,Female,Yes,Single,20,\N,0,6,90,Non-technology Related Job,471,WV,175,92,No,No,0.75,464,464,0,2015,3 -32,47421,0.04,0.03,4251065131,8883,Yes,High School or below,Male,Yes,Single,111,\N,1,0,59,Non-technology Related Job,147,SD,274,127,Yes,No,0.28,1993,996,1,2015,1 -32,47421,0.04,0.03,4251065131,8883,Yes,High School or below,Male,Yes,Single,111,\N,1,0,59,Non-technology Related Job,147,SD,274,127,Yes,No,0.28,1229,614,1,2015,2 -32,47421,0.04,0.03,4251065131,8883,Yes,High School or below,Male,Yes,Single,111,\N,1,0,59,Non-technology Related Job,147,SD,274,127,Yes,No,0.28,639,639,1,2015,3 -34,102378,0.07,0.03,4251045923,8884,Yes,High School or below,Male,Yes,Married,82,\N,3,3,28,Non-technology Related Job,323,ND,373,162,No,No,0.81,3630,726,0,2015,1 -34,102378,0.07,0.03,4251045923,8884,Yes,High School or below,Male,Yes,Married,82,\N,3,3,28,Non-technology Related Job,323,ND,373,162,No,No,0.81,5801,644,0,2015,2 -34,102378,0.07,0.03,4251045923,8884,Yes,High School or below,Male,Yes,Married,82,\N,3,3,28,Non-technology Related Job,323,ND,373,162,No,No,0.81,1094,1094,0,2015,3 -36,157336,0.03,0.03,4251071579,8885,Yes,High School or below,Female,No,Single,53,\N,0,5,98,Non-technology Related Job,0,MT,472,197,No,No,0.34,2405,601,1,2015,1 -36,157336,0.03,0.03,4251071579,8885,Yes,High School or below,Female,No,Single,53,\N,0,5,98,Non-technology Related Job,0,MT,472,197,No,No,0.34,5105,1021,1,2015,2 -52,155365,0.05,0,4251075649,8886,Yes,Bachelor or equivalent,Male,No,Single,60,\N,2,2,38,Technology Related Job,360,TX,476,57,No,No,0.55,3440,688,0,2015,1 -52,155365,0.05,0,4251075649,8886,Yes,Bachelor or equivalent,Male,No,Single,60,\N,2,2,38,Technology Related Job,360,TX,476,57,No,No,0.55,5821,831,0,2015,2 -54,210322,0,0,4251015534,8887,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,0,4,7,Non-technology Related Job,36,OK,75,92,No,No,0.08,5341,763,0,2015,1 -54,210322,0,0,4251015534,8887,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,0,4,7,Non-technology Related Job,36,OK,75,92,No,No,0.08,178,89,0,2015,2 -54,210322,0,0,4251015534,8887,Yes,Bachelor or equivalent,Female,Yes,Single,31,\N,0,4,7,Non-technology Related Job,36,OK,75,92,No,No,0.08,879,879,0,2015,3 -56,15280,0.04,0.03,4251037960,8888,Yes,Master or equivalent,Female,Yes,Married,2,\N,1,7,77,Non-technology Related Job,212,NV,174,127,No,Yes,0.61,3142,1047,0,2015,1 -56,15280,0.04,0.03,4251037960,8888,Yes,Master or equivalent,Female,Yes,Married,2,\N,1,7,77,Non-technology Related Job,212,NV,174,127,No,Yes,0.61,4621,1155,0,2015,2 -58,70237,0,0.03,4251092388,8889,Yes,Master or equivalent,Female,Yes,Single,93,\N,2,1,46,Non-technology Related Job,388,MA,274,162,No,No,0.14,3808,634,0,2015,1 -58,70237,0,0.03,4251092388,8889,Yes,Master or equivalent,Female,Yes,Single,93,\N,2,1,46,Non-technology Related Job,388,MA,274,162,No,No,0.14,3625,906,0,2015,2 -21,181137,0.06,0.03,4251041246,8890,Yes,PhD or equivalent,Male,Yes,Single,31,\N,3,6,65,Others,61,MN,471,177,No,No,0.6,5729,818,0,2015,1 -21,181137,0.06,0.03,4251041246,8890,Yes,PhD or equivalent,Male,Yes,Single,31,\N,3,6,65,Others,61,MN,471,177,No,No,0.6,5518,788,0,2015,2 -21,181137,0.06,0.03,4251041246,8890,Yes,PhD or equivalent,Male,Yes,Single,31,\N,3,6,65,Others,61,MN,471,177,No,No,0.6,373,373,0,2015,3 -77,123223,0.05,0,4251088982,8891,Yes,High School or below,Female,Yes,Single,71,\N,2,0,56,Non-technology Related Job,425,NJ,376,57,No,Yes,0.89,8680,723,0,2015,1 -77,123223,0.05,0,4251088982,8891,Yes,High School or below,Female,Yes,Single,71,\N,2,0,56,Non-technology Related Job,425,NJ,376,57,No,Yes,0.89,1109,369,0,2015,2 -79,178181,0.01,0,4251068705,8892,No,High School or below,Male,No,Married,42,\N,3,3,25,Non-technology Related Job,101,MN,476,92,No,No,0.42,2279,759,0,2015,1 -79,178181,0.01,0,4251068705,8892,No,High School or below,Male,No,Married,42,\N,3,3,25,Non-technology Related Job,101,MN,476,92,No,No,0.42,6019,752,0,2015,2 -79,178181,0.01,0,4251068705,8892,No,High School or below,Male,No,Married,42,\N,3,3,25,Non-technology Related Job,101,MN,476,92,No,No,0.42,449,449,0,2015,3 -13,233138,0.05,0.03,4251085615,8893,Yes,High School or below,Male,Yes,Single,13,\N,0,5,95,Non-technology Related Job,277,KS,75,127,No,No,0.95,4029,1007,0,2015,1 -13,233138,0.05,0.03,4251085615,8893,Yes,High School or below,Male,Yes,Single,13,\N,0,5,95,Non-technology Related Job,277,KS,75,127,No,No,0.95,2160,720,0,2015,2 -43,94039,0.03,0,4251098326,8894,Yes,High School or below,Female,Yes,Single,71,\N,2,2,13,Others,450,KY,272,142,No,No,0.4,4491,641,0,2015,1 -43,94039,0.03,0,4251098326,8894,Yes,High School or below,Female,Yes,Single,71,\N,2,2,13,Others,450,KY,272,142,No,No,0.4,3913,978,0,2015,2 -45,148996,0.06,0.03,4251021041,8895,Yes,High School or below,Male,Yes,Married,41,\N,3,5,83,Others,126,GA,371,177,No,No,0.94,1720,430,1,2015,1 -45,148996,0.06,0.03,4251021041,8895,Yes,High School or below,Male,Yes,Married,41,\N,3,5,83,Others,126,GA,371,177,No,No,0.94,3474,694,1,2015,2 -33,91082,0.06,0,4251038547,8896,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,1,7,74,Non-technology Related Job,490,LA,277,57,No,No,0.22,1906,953,0,2015,1 -33,91082,0.06,0,4251038547,8896,Yes,Bachelor or equivalent,Female,Yes,Married,82,\N,1,7,74,Non-technology Related Job,490,LA,277,57,No,No,0.22,3794,758,0,2015,2 -35,146040,0.01,0,4251064586,8897,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,3,1,43,Non-technology Related Job,166,GA,376,92,No,No,0.75,6662,832,0,2015,1 -35,146040,0.01,0,4251064586,8897,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,3,1,43,Non-technology Related Job,166,GA,376,92,No,No,0.75,2927,731,0,2015,2 -66,6940,0,0,4251020101,8898,Yes,Bachelor or equivalent,Male,No,Single,111,\N,0,6,62,Others,339,ID,73,107,No,No,0.21,4942,823,0,2015,1 -66,6940,0,0,4251020101,8898,Yes,Bachelor or equivalent,Male,No,Single,111,\N,0,6,62,Others,339,ID,73,107,No,No,0.21,3013,1004,0,2015,2 -68,61897,0.03,0,4251025375,8899,Yes,Master or equivalent,Female,Yes,Married,81,\N,1,1,31,Others,15,CA,173,142,No,No,0.74,6343,576,0,2015,1 -68,61897,0.03,0,4251025375,8899,Yes,Master or equivalent,Female,Yes,Married,81,\N,1,1,31,Others,15,CA,173,142,No,No,0.74,3484,696,0,2015,2 -70,116855,0.07,0.03,4251055102,8900,Yes,Master or equivalent,Female,Yes,Single,52,\N,2,3,0,Others,191,WA,272,177,No,No,0.27,1305,1305,0,2015,1 -70,116855,0.07,0.03,4251055102,8900,Yes,Master or equivalent,Female,Yes,Single,52,\N,2,3,0,Others,191,WA,272,177,No,No,0.27,2096,524,0,2015,2 -58,58941,0.06,0,4251010457,8901,Yes,High School or below,Male,Yes,Single,93,\N,1,5,92,Non-technology Related Job,55,CA,178,57,No,No,0.55,4578,763,0,2015,1 -58,58941,0.06,0,4251010457,8901,Yes,High School or below,Male,Yes,Single,93,\N,1,5,92,Non-technology Related Job,55,CA,178,57,No,No,0.55,3858,643,0,2015,2 -60,113898,0.02,0,4251045620,8902,Yes,High School or below,Male,Yes,Married,63,\N,2,7,61,Non-technology Related Job,231,WV,277,92,No,Yes,0.09,2557,639,0,2015,1 -60,113898,0.02,0,4251045620,8902,Yes,High School or below,Male,Yes,Married,63,\N,2,7,61,Non-technology Related Job,231,WV,277,92,No,Yes,0.09,3991,997,0,2015,2 -22,224799,0,0,4251035477,8903,Yes,High School or below,Female,Yes,Married,1,\N,3,5,80,Others,404,WY,474,107,No,No,0.54,3577,1192,0,2015,1 -22,224799,0,0,4251035477,8903,Yes,High School or below,Female,Yes,Married,1,\N,3,5,80,Others,404,WY,474,107,No,No,0.54,5699,814,0,2015,2 -24,29756,0.04,0,4251053462,8904,Yes,High School or below,Male,No,Single,92,\N,0,7,49,Others,80,TN,73,142,Yes,Yes,0.07,707,707,0,2015,1 -24,29756,0.04,0,4251053462,8904,Yes,High School or below,Male,No,Single,92,\N,0,7,49,Others,80,TN,73,142,Yes,Yes,0.07,4912,982,0,2015,2 -26,84714,0.07,0.03,4251087199,8905,Yes,High School or below,Male,Yes,Married,63,\N,2,1,18,Others,256,OH,173,177,No,No,0.6,3527,587,1,2015,1 -26,84714,0.07,0.03,4251087199,8905,Yes,High School or below,Male,Yes,Married,63,\N,2,1,18,Others,256,OH,173,177,No,No,0.6,3459,864,1,2015,2 -14,26800,0.07,0,4251041242,8906,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,0,3,10,Non-technology Related Job,120,TN,78,57,No,No,0.89,3169,633,0,2015,1 -14,26800,0.07,0,4251041242,8906,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,0,3,10,Non-technology Related Job,120,TN,78,57,No,No,0.89,4618,513,0,2015,2 -45,137700,0.05,0,4251009963,8907,Yes,Bachelor or equivalent,Male,Yes,Married,41,\N,1,0,28,Non-technology Related Job,293,UT,275,72,No,No,0.35,8140,814,0,2015,1 -45,137700,0.05,0,4251009963,8907,Yes,Bachelor or equivalent,Male,Yes,Married,41,\N,1,0,28,Non-technology Related Job,293,UT,275,72,No,No,0.35,5423,774,0,2015,2 -47,192657,0.01,0,4251025616,8908,Yes,Bachelor or equivalent,Female,No,Single,12,\N,3,3,97,Others,469,OR,375,107,No,No,0.88,3526,503,1,2015,1 -47,192657,0.01,0,4251025616,8908,Yes,Bachelor or equivalent,Female,No,Single,12,\N,3,3,97,Others,469,OR,375,107,No,No,0.88,1256,1256,1,2015,2 -47,192657,0.01,0,4251025616,8908,Yes,Bachelor or equivalent,Female,No,Single,12,\N,3,3,97,Others,469,OR,375,107,No,No,0.88,423,423,1,2015,3 -49,247615,0.04,0,4251052949,8909,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,0,5,67,Others,145,NJ,474,142,No,No,0.41,4026,805,0,2015,1 -49,247615,0.04,0,4251052949,8909,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,0,5,67,Others,145,NJ,474,142,No,No,0.41,4209,841,0,2015,2 -51,52572,0,0.03,4251031245,8910,Yes,Master or equivalent,Male,No,Single,74,\N,1,7,36,Others,321,MI,73,177,No,No,0.94,5532,614,0,2015,1 -51,52572,0,0.03,4251031245,8910,Yes,Master or equivalent,Male,No,Single,74,\N,1,7,36,Others,321,MI,73,177,No,No,0.94,4277,534,0,2015,2 -67,50601,0.02,0.01,4251081620,8911,Yes,High School or below,Female,Yes,Married,81,\N,0,4,77,Non-technology Related Job,181,RI,76,37,No,No,0.15,9357,779,0,2015,1 -67,50601,0.02,0.01,4251081620,8911,Yes,High School or below,Female,Yes,Married,81,\N,0,4,77,Non-technology Related Job,181,RI,76,37,No,No,0.15,1116,558,0,2015,2 -69,105559,0.06,0,4251083929,8912,No,High School or below,Male,Yes,Single,52,\N,1,7,46,Non-technology Related Job,358,NY,176,72,No,No,0.68,1970,492,0,2015,1 -69,105559,0.06,0,4251083929,8912,No,High School or below,Male,Yes,Single,52,\N,1,7,46,Non-technology Related Job,358,NY,176,72,No,No,0.68,3440,860,0,2015,2 -69,105559,0.06,0,4251083929,8912,No,High School or below,Male,Yes,Single,52,\N,1,7,46,Non-technology Related Job,358,NY,176,72,No,No,0.68,476,476,0,2015,3 -71,160516,0.01,0,4251026964,8913,Yes,High School or below,Male,Yes,Single,23,\N,2,1,15,Others,34,MS,275,107,No,No,0.21,2096,698,0,2015,1 -71,160516,0.01,0,4251026964,8913,Yes,High School or below,Male,Yes,Single,23,\N,2,1,15,Others,34,MS,275,107,No,No,0.21,4733,591,0,2015,2 -73,215474,0.05,0,4251054140,8914,Yes,High School or below,Male,No,Married,114,\N,3,3,85,Others,210,KY,374,142,No,No,0.74,2010,670,1,2015,1 -73,215474,0.05,0,4251054140,8914,Yes,High School or below,Male,No,Married,114,\N,3,3,85,Others,210,KY,374,142,No,No,0.74,2881,720,1,2015,2 -76,20431,0,0.03,4251052416,8915,Yes,High School or below,Female,Yes,Single,85,\N,1,5,54,Others,386,FL,474,177,No,Yes,0.27,2863,572,0,2015,1 -76,20431,0,0.03,4251052416,8915,Yes,High School or below,Female,Yes,Single,85,\N,1,5,54,Others,386,FL,474,177,No,Yes,0.27,5292,661,0,2015,2 -76,20431,0,0.03,4251052416,8915,Yes,High School or below,Female,Yes,Single,85,\N,1,5,54,Others,386,FL,474,177,No,Yes,0.27,1104,552,0,2015,3 -23,18460,0.03,0.01,4251079693,8916,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,3,3,94,Non-technology Related Job,247,MT,477,37,No,No,0.48,1616,538,0,2015,1 -23,18460,0.03,0.01,4251079693,8916,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,3,3,94,Non-technology Related Job,247,MT,477,37,No,No,0.48,4681,668,0,2015,2 -26,73417,0.06,0,4251026755,8917,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,0,5,64,Others,423,ME,76,72,No,No,0.01,5755,719,1,2015,1 -26,73417,0.06,0,4251026755,8917,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,0,5,64,Others,423,ME,76,72,No,No,0.01,3635,454,1,2015,2 -26,73417,0.06,0,4251026755,8917,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,0,5,64,Others,423,ME,76,72,No,No,0.01,1281,1281,1,2015,3 -28,128375,0.02,0,4251075408,8918,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,2,7,33,Others,99,ID,176,107,No,No,0.54,3385,483,0,2015,1 -28,128375,0.02,0,4251075408,8918,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,2,7,33,Others,99,ID,176,107,No,No,0.54,5822,727,0,2015,2 -30,183332,0.05,0,4251079256,8919,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,3,1,2,Others,275,AR,275,142,No,No,0.08,4237,605,0,2015,1 -30,183332,0.05,0,4251079256,8919,Yes,Bachelor or equivalent,Male,Yes,Single,4,\N,3,1,2,Others,275,AR,275,142,No,No,0.08,660,660,0,2015,2 -46,181361,0.07,0.01,4251062387,8920,Yes,Master or equivalent,Female,Yes,Married,12,\N,1,7,43,Non-technology Related Job,135,MA,278,2,No,No,0.29,6509,813,0,2015,1 -46,181361,0.07,0.01,4251062387,8920,Yes,Master or equivalent,Female,Yes,Married,12,\N,1,7,43,Non-technology Related Job,135,MA,278,2,No,No,0.29,4786,797,0,2015,2 -48,236319,0.03,0.01,4251047797,8921,Yes,PhD or equivalent,Male,No,Single,103,\N,3,1,12,Non-technology Related Job,312,IN,378,37,No,No,0.82,3029,504,0,2015,1 -48,236319,0.03,0.01,4251047797,8921,Yes,PhD or equivalent,Male,No,Single,103,\N,3,1,12,Non-technology Related Job,312,IN,378,37,No,No,0.82,7931,1133,0,2015,2 -50,41276,0.07,0,4251088481,8922,Yes,High School or below,Male,Yes,Married,74,\N,0,3,82,Others,488,CO,477,72,No,No,0.35,2577,859,0,2015,1 -50,41276,0.07,0,4251088481,8922,Yes,High School or below,Male,Yes,Married,74,\N,0,3,82,Others,488,CO,477,72,No,No,0.35,3159,789,0,2015,2 -52,96234,0.02,0,4251013538,8923,Yes,High School or below,Female,Yes,Single,44,\N,1,5,51,Others,164,WI,76,107,No,No,0.88,2221,555,0,2015,1 -52,96234,0.02,0,4251013538,8923,Yes,High School or below,Female,Yes,Single,44,\N,1,5,51,Others,164,WI,76,107,No,No,0.88,4099,683,0,2015,2 -68,94263,0.04,0.02,4251012928,8924,Yes,High School or below,Male,Yes,Married,52,\N,0,3,91,Non-technology Related Job,24,KS,80,217,No,No,0.09,401,200,0,2015,1 -68,94263,0.04,0.02,4251012928,8924,Yes,High School or below,Male,Yes,Married,52,\N,0,3,91,Non-technology Related Job,24,KS,80,217,No,No,0.09,3279,655,0,2015,2 -70,149220,0,0.01,4251045386,8925,Yes,High School or below,Female,Yes,Single,23,\N,1,5,61,Non-technology Related Job,201,DE,179,2,No,No,0.62,5241,1048,0,2015,1 -70,149220,0,0.01,4251045386,8925,Yes,High School or below,Female,Yes,Single,23,\N,1,5,61,Non-technology Related Job,201,DE,179,2,No,No,0.62,6416,802,0,2015,2 -72,204178,0.04,0.01,4251038041,8926,Yes,High School or below,Female,Yes,Married,114,\N,2,7,30,Non-technology Related Job,377,AL,278,37,No,Yes,0.15,7286,1040,0,2015,1 -72,204178,0.04,0.01,4251038041,8926,Yes,High School or below,Female,Yes,Married,114,\N,2,7,30,Non-technology Related Job,377,AL,278,37,No,Yes,0.15,6856,685,0,2015,2 -75,9135,0.07,0,4251051247,8927,Yes,Bachelor or equivalent,Male,No,Single,84,\N,3,1,99,Others,53,UT,378,72,No,No,0.68,2786,464,0,2015,1 -75,9135,0.07,0,4251051247,8927,Yes,Bachelor or equivalent,Male,No,Single,84,\N,3,1,99,Others,53,UT,378,72,No,No,0.68,4308,1077,0,2015,2 -77,64092,0.03,0,4251076599,8928,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,0,3,69,Others,229,OK,477,107,No,No,0.21,1290,430,0,2015,1 -77,64092,0.03,0,4251076599,8928,Yes,Bachelor or equivalent,Male,Yes,Married,55,\N,0,3,69,Others,229,OK,477,107,No,No,0.21,2680,670,0,2015,2 -25,62121,0.05,0.02,4251051935,8929,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,3,1,9,Non-technology Related Job,89,AZ,480,217,No,Yes,0.42,5438,776,0,2015,1 -25,62121,0.05,0.02,4251051935,8929,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,3,1,9,Non-technology Related Job,89,AZ,480,217,No,Yes,0.42,3352,838,0,2015,2 -27,117079,0,0.01,4251074283,8930,Yes,Master or equivalent,Male,Yes,Married,34,\N,0,3,79,Non-technology Related Job,266,VA,80,2,No,No,0.95,2770,692,0,2015,1 -27,117079,0,0.01,4251074283,8930,Yes,Master or equivalent,Male,Yes,Married,34,\N,0,3,79,Non-technology Related Job,266,VA,80,2,No,No,0.95,3325,665,0,2015,2 -29,172036,0.04,0.01,4251063248,8931,Yes,Master or equivalent,Male,Yes,Single,4,\N,1,5,48,Non-technology Related Job,442,PA,179,37,No,No,0.49,2378,792,0,2015,1 -29,172036,0.04,0.01,4251063248,8931,Yes,Master or equivalent,Male,Yes,Single,4,\N,1,5,48,Non-technology Related Job,442,PA,179,37,No,No,0.49,4320,720,0,2015,2 -31,226994,0,0,4251091187,8932,Yes,High School or below,Female,Yes,Married,95,\N,3,7,17,Others,118,NM,278,72,No,No,0.02,5804,829,0,2015,1 -31,226994,0,0,4251091187,8932,Yes,High School or below,Female,Yes,Married,95,\N,3,7,17,Others,118,NM,278,72,No,No,0.02,3410,568,0,2015,2 -31,226994,0,0,4251091187,8932,Yes,High School or below,Female,Yes,Married,95,\N,3,7,17,Others,118,NM,278,72,No,No,0.02,596,596,0,2015,3 -47,225023,0.02,0.02,4251059601,8933,Yes,High School or below,Male,Yes,Single,103,\N,1,5,58,Non-technology Related Job,478,WV,282,182,No,No,0.23,3720,744,0,2015,1 -47,225023,0.02,0.02,4251059601,8933,Yes,High School or below,Male,Yes,Single,103,\N,1,5,58,Non-technology Related Job,478,WV,282,182,No,No,0.23,5660,628,0,2015,2 -49,29980,0.05,0.01,4251051082,8934,Yes,High School or below,Female,Yes,Married,73,\N,2,7,27,Non-technology Related Job,155,SC,381,217,No,No,0.76,4662,932,0,2015,1 -49,29980,0.05,0.01,4251051082,8934,Yes,High School or below,Female,Yes,Married,73,\N,2,7,27,Non-technology Related Job,155,SC,381,217,No,No,0.76,731,731,0,2015,2 -51,84938,0.01,0.01,4251096171,8935,Yes,High School or below,Female,Yes,Single,44,\N,0,1,96,Non-technology Related Job,331,NC,480,2,No,No,0.29,4693,938,0,2015,1 -51,84938,0.01,0.01,4251096171,8935,Yes,High School or below,Female,Yes,Single,44,\N,0,1,96,Non-technology Related Job,331,NC,480,2,No,No,0.29,2908,727,0,2015,2 -54,139895,0.05,0.01,4251033063,8936,Yes,High School or below,Male,Yes,Married,15,\N,1,3,66,Others,7,MT,80,37,No,No,0.82,4924,615,0,2015,1 -54,139895,0.05,0.01,4251033063,8936,Yes,High School or below,Male,Yes,Married,15,\N,1,3,66,Others,7,MT,80,37,No,No,0.82,2248,449,0,2015,2 -16,795,0.03,0.01,4251055378,8937,Yes,High School or below,Female,Yes,Married,73,\N,2,1,84,Others,179,NV,277,52,No,No,0.28,913,456,0,2015,1 -16,795,0.03,0.01,4251055378,8937,Yes,High School or below,Female,Yes,Married,73,\N,2,1,84,Others,179,NV,277,52,No,No,0.28,3624,906,0,2015,2 -72,192881,0.02,0.02,4251019033,8938,Yes,Bachelor or equivalent,Male,No,Married,113,\N,1,3,76,Non-technology Related Job,43,OH,182,182,No,No,0.56,3853,963,0,2015,1 -72,192881,0.02,0.02,4251019033,8938,Yes,Bachelor or equivalent,Male,No,Married,113,\N,1,3,76,Non-technology Related Job,43,OH,182,182,No,No,0.56,1514,504,0,2015,2 -74,247839,0.06,0.01,4251026762,8939,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,2,5,45,Non-technology Related Job,220,NV,282,217,No,No,0.09,1498,749,0,2015,1 -74,247839,0.06,0.01,4251026762,8939,Yes,Bachelor or equivalent,Male,Yes,Single,84,\N,2,5,45,Non-technology Related Job,220,NV,282,217,No,No,0.09,2521,630,0,2015,2 -76,52796,0.01,0.01,4251024108,8940,Yes,Master or equivalent,Female,Yes,Married,55,\N,3,7,14,Non-technology Related Job,396,MD,381,2,No,Yes,0.62,4910,701,0,2015,1 -76,52796,0.01,0.01,4251024108,8940,Yes,Master or equivalent,Female,Yes,Married,55,\N,3,7,14,Non-technology Related Job,396,MD,381,2,No,Yes,0.62,4511,751,0,2015,2 -38,163697,0,0.01,4251013325,8941,Yes,Master or equivalent,Male,Yes,Married,113,\N,0,5,33,Others,68,MI,78,17,No,No,0.08,5605,800,0,2015,1 -38,163697,0,0.01,4251013325,8941,Yes,Master or equivalent,Male,Yes,Married,113,\N,0,5,33,Others,68,MI,78,17,No,No,0.08,1430,1430,0,2015,2 -38,163697,0,0.01,4251013325,8941,Yes,Master or equivalent,Male,Yes,Married,113,\N,0,5,33,Others,68,MI,78,17,No,No,0.08,1076,1076,0,2015,3 -40,218654,0.03,0.01,4251072462,8942,Yes,Master or equivalent,Male,Yes,Single,84,\N,2,7,2,Others,245,IA,177,52,No,Yes,0.61,2522,420,0,2015,1 -40,218654,0.03,0.01,4251072462,8942,Yes,Master or equivalent,Male,Yes,Single,84,\N,2,7,2,Others,245,IA,177,52,No,Yes,0.61,2119,529,0,2015,2 -28,160740,0.03,0.02,4251073658,8943,Yes,High School or below,Female,Yes,Single,4,\N,0,1,93,Non-technology Related Job,108,MN,83,182,No,No,0.9,2432,810,1,2015,1 -28,160740,0.03,0.02,4251073658,8943,Yes,High School or below,Female,Yes,Single,4,\N,0,1,93,Non-technology Related Job,108,MN,83,182,No,No,0.9,4078,1019,1,2015,2 -30,215698,0.06,0.01,4251030642,8944,Yes,High School or below,Female,No,Single,95,\N,1,3,63,Non-technology Related Job,285,IA,182,217,Yes,No,0.43,4442,1110,0,2015,1 -30,215698,0.06,0.01,4251030642,8944,Yes,High School or below,Female,No,Single,95,\N,1,3,63,Non-technology Related Job,285,IA,182,217,Yes,No,0.43,1809,603,0,2015,2 -61,76598,0.05,0.02,4251022280,8945,Yes,High School or below,Male,Yes,Married,33,\N,3,1,81,Others,457,KY,379,232,No,No,0.88,6136,767,0,2015,1 -61,76598,0.05,0.02,4251022280,8945,Yes,High School or below,Male,Yes,Married,33,\N,3,1,81,Others,457,KY,379,232,No,No,0.88,1100,1100,0,2015,2 -63,131555,0,0.01,4251060489,8946,Yes,High School or below,Female,Yes,Single,4,\N,0,3,51,Others,133,GA,478,17,No,No,0.41,2802,1401,0,2015,1 -63,131555,0,0.01,4251060489,8946,Yes,High School or below,Female,Yes,Single,4,\N,0,3,51,Others,133,GA,478,17,No,No,0.41,1091,363,0,2015,2 -65,186513,0.04,0.01,4251070686,8947,Yes,High School or below,Female,Yes,Single,95,\N,1,5,20,Others,310,AK,78,51,No,No,0.94,3466,866,0,2015,1 -65,186513,0.04,0.01,4251070686,8947,Yes,High School or below,Female,Yes,Single,95,\N,1,5,20,Others,310,AK,78,51,No,No,0.94,1765,588,0,2015,2 -53,128599,0.03,0.02,4251025783,8948,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,0,7,11,Non-technology Related Job,174,GA,483,181,No,No,0.23,2106,526,0,2015,1 -53,128599,0.03,0.02,4251025783,8948,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,0,7,11,Non-technology Related Job,174,GA,483,181,No,No,0.23,5739,956,0,2015,2 -53,128599,0.03,0.02,4251025783,8948,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,0,7,11,Non-technology Related Job,174,GA,483,181,No,No,0.23,367,367,0,2015,3 -15,239499,0.01,0.02,4251037932,8949,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,1,5,30,Others,346,ID,180,196,No,No,0.69,4314,616,1,2015,1 -15,239499,0.01,0.02,4251037932,8949,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,1,5,30,Others,346,ID,180,196,No,No,0.69,5943,849,1,2015,2 -15,239499,0.01,0.02,4251037932,8949,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,1,5,30,Others,346,ID,180,196,No,No,0.69,1829,914,1,2015,3 -17,44457,0.05,0.02,4251021308,8950,Yes,Bachelor or equivalent,Male,No,Married,44,\N,2,7,99,Others,22,AR,280,231,No,No,0.22,5899,536,0,2015,1 -17,44457,0.05,0.02,4251021308,8950,Yes,Bachelor or equivalent,Male,No,Married,44,\N,2,7,99,Others,22,AR,280,231,No,No,0.22,6870,858,0,2015,2 -19,99414,0.01,0.01,4251043014,8951,Yes,Master or equivalent,Male,Yes,Single,15,\N,3,1,69,Others,198,WA,379,16,No,No,0.75,2611,435,0,2015,1 -19,99414,0.01,0.01,4251043014,8951,Yes,Master or equivalent,Male,Yes,Single,15,\N,3,1,69,Others,198,WA,379,16,No,No,0.75,2670,890,0,2015,2 -22,154372,0.04,0.01,4251079005,8952,Yes,Master or equivalent,Female,Yes,Married,105,\N,0,3,38,Others,375,SC,478,51,No,No,0.28,6412,641,0,2015,1 -22,154372,0.04,0.01,4251079005,8952,Yes,Master or equivalent,Female,Yes,Married,105,\N,0,3,38,Others,375,SC,478,51,No,No,0.28,4590,918,0,2015,2 -37,152401,0.06,0.03,4251009754,8953,Yes,High School or below,Male,Yes,Single,113,\N,3,1,78,Others,235,CO,482,161,No,Yes,0.49,1075,1075,0,2015,1 -37,152401,0.06,0.03,4251009754,8953,Yes,High School or below,Male,Yes,Single,113,\N,3,1,78,Others,235,CO,482,161,No,Yes,0.49,6004,857,0,2015,2 -37,152401,0.06,0.03,4251009754,8953,Yes,High School or below,Male,Yes,Single,113,\N,3,1,78,Others,235,CO,482,161,No,Yes,0.49,67,67,0,2015,3 -40,207358,0.02,0.02,4251013563,8954,Yes,High School or below,Female,Yes,Married,84,\N,0,3,48,Others,411,WI,81,196,No,No,0.02,4662,582,0,2015,1 -40,207358,0.02,0.02,4251013563,8954,Yes,High School or below,Female,Yes,Married,84,\N,0,3,48,Others,411,WI,81,196,No,No,0.02,4840,968,0,2015,2 -42,12315,0.06,0.02,4251067473,8955,Yes,High School or below,Female,Yes,Single,54,\N,1,5,17,Others,87,TN,180,231,No,No,0.55,6054,605,0,2015,1 -42,12315,0.06,0.02,4251067473,8955,Yes,High School or below,Female,Yes,Single,54,\N,1,5,17,Others,87,TN,180,231,No,No,0.55,7647,1092,0,2015,2 -44,67273,0.01,0.01,4251015143,8956,Yes,High School or below,Female,No,Married,25,\N,3,7,86,Others,264,ND,280,16,No,No,0.08,1366,683,0,2015,1 -44,67273,0.01,0.01,4251015143,8956,Yes,High School or below,Female,No,Married,25,\N,3,7,86,Others,264,ND,280,16,No,No,0.08,2264,754,0,2015,2 -60,65302,0.03,0.03,4251029123,8957,Yes,High School or below,Female,No,Single,33,\N,1,5,27,Others,124,AL,283,126,No,No,0.29,3664,610,0,2015,1 -60,65302,0.03,0.03,4251029123,8957,Yes,High School or below,Female,No,Single,33,\N,1,5,27,Others,124,AL,283,126,No,No,0.29,4106,1026,0,2015,2 -62,120259,0.07,0.03,4251048601,8958,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,2,7,96,Others,300,UT,382,161,No,No,0.82,3839,767,0,2015,1 -62,120259,0.07,0.03,4251048601,8958,Yes,Bachelor or equivalent,Female,Yes,Married,4,\N,2,7,96,Others,300,UT,382,161,No,No,0.82,3325,665,0,2015,2 -64,175217,0.02,0.02,4251069641,8959,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,0,1,66,Others,476,OK,482,196,No,No,0.35,5796,644,0,2015,1 -64,175217,0.02,0.02,4251069641,8959,Yes,Bachelor or equivalent,Male,Yes,Single,94,\N,0,1,66,Others,476,OK,482,196,No,No,0.35,5436,906,0,2015,2 -66,230174,0.06,0.02,4251075987,8960,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,1,3,35,Others,152,NH,81,231,No,No,0.88,6782,678,0,2015,1 -66,230174,0.06,0.02,4251075987,8960,Yes,Bachelor or equivalent,Male,Yes,Married,65,\N,1,3,35,Others,152,NH,81,231,No,No,0.88,1128,1128,0,2015,2 -14,228203,0,0.03,4251050354,8961,Yes,Master or equivalent,Male,No,Single,73,\N,3,1,75,Non-technology Related Job,13,VA,84,91,No,No,0.1,4430,632,1,2015,1 -14,228203,0,0.03,4251050354,8961,Yes,Master or equivalent,Male,No,Single,73,\N,3,1,75,Non-technology Related Job,13,VA,84,91,No,No,0.1,4860,694,1,2015,2 -16,33161,0.04,0.03,4251018789,8962,Yes,Master or equivalent,Male,Yes,Married,44,\N,1,3,45,Others,189,RI,184,126,Yes,No,0.63,3469,867,0,2015,1 -16,33161,0.04,0.03,4251018789,8962,Yes,Master or equivalent,Male,Yes,Married,44,\N,1,3,45,Others,189,RI,184,126,Yes,No,0.63,420,420,0,2015,2 -18,88118,0.07,0.03,4251031368,8963,Yes,High School or below,Female,No,Single,14,\N,2,5,14,Others,365,NM,283,161,No,No,0.16,5375,767,0,2015,1 -18,88118,0.07,0.03,4251031368,8963,Yes,High School or below,Female,No,Single,14,\N,2,5,14,Others,365,NM,283,161,No,No,0.16,3642,910,0,2015,2 -21,143075,0.03,0.02,4251016926,8964,Yes,High School or below,Female,Yes,Married,105,\N,3,7,83,Others,41,MS,382,196,No,Yes,0.69,7375,819,0,2015,1 -21,143075,0.03,0.02,4251016926,8964,Yes,High School or below,Female,Yes,Married,105,\N,3,7,83,Others,41,MS,382,196,No,Yes,0.69,2904,726,0,2015,2 -21,143075,0.03,0.02,4251016926,8964,Yes,High School or below,Female,Yes,Married,105,\N,3,7,83,Others,41,MS,382,196,No,Yes,0.69,741,741,0,2015,3 -23,198033,0.07,0.02,4251089209,8965,Yes,High School or below,Male,Yes,Single,76,\N,0,1,53,Others,218,KS,482,231,Yes,No,0.22,244,122,0,2015,1 -23,198033,0.07,0.02,4251089209,8965,Yes,High School or below,Male,Yes,Single,76,\N,0,1,53,Others,218,KS,482,231,Yes,No,0.22,4365,623,0,2015,2 -39,196062,0.01,0.03,4251071867,8966,Yes,High School or below,Female,Yes,Married,83,\N,3,7,93,Non-technology Related Job,78,NC,485,91,No,No,0.43,5505,786,0,2015,1 -39,196062,0.01,0.03,4251071867,8966,Yes,High School or below,Female,Yes,Married,83,\N,3,7,93,Non-technology Related Job,78,NC,485,91,No,No,0.43,1535,511,0,2015,2 -41,1019,0.04,0.03,4251087937,8967,Yes,High School or below,Male,No,Single,54,\N,0,1,63,Others,254,MT,84,126,No,Yes,0.96,4598,919,0,2015,2 -43,55977,0,0.02,4251083505,8968,Yes,High School or below,Male,Yes,Married,25,\N,1,3,32,Others,430,ME,184,161,No,No,0.49,6847,855,0,2015,1 -43,55977,0,0.02,4251083505,8968,Yes,High School or below,Male,Yes,Married,25,\N,1,3,32,Others,430,ME,184,161,No,No,0.49,3564,891,0,2015,2 -45,110934,0.03,0.02,4251065623,8969,No,Bachelor or equivalent,Male,No,Single,116,\N,3,5,1,Others,106,HI,283,196,No,No,0.02,5519,788,0,2015,1 -45,110934,0.03,0.02,4251065623,8969,No,Bachelor or equivalent,Male,No,Single,116,\N,3,5,1,Others,106,HI,283,196,No,No,0.02,6060,757,0,2015,2 -45,110934,0.03,0.02,4251065623,8969,No,Bachelor or equivalent,Male,No,Single,116,\N,3,5,1,Others,106,HI,283,196,No,No,0.02,707,707,0,2015,3 -61,108963,0.06,0,4251013518,8970,Yes,Bachelor or equivalent,Male,Yes,Married,3,\N,1,3,42,Non-technology Related Job,467,NV,286,56,No,No,0.23,3910,782,0,2015,1 -61,108963,0.06,0,4251013518,8970,Yes,Bachelor or equivalent,Male,Yes,Married,3,\N,1,3,42,Non-technology Related Job,467,NV,286,56,No,No,0.23,1568,522,0,2015,2 -63,163921,0.01,0.03,4251087750,8971,Yes,Master or equivalent,Female,Yes,Single,94,\N,2,5,11,Non-technology Related Job,143,MA,385,91,No,No,0.76,4937,822,0,2015,1 -63,163921,0.01,0.03,4251087750,8971,Yes,Master or equivalent,Female,Yes,Single,94,\N,2,5,11,Non-technology Related Job,143,MA,385,91,No,No,0.76,4358,726,0,2015,2 -65,218878,0.05,0.03,4251017705,8972,Yes,Master or equivalent,Female,Yes,Married,65,\N,0,7,80,Others,319,IL,485,126,No,No,0.29,3437,859,0,2015,1 -65,218878,0.05,0.03,4251017705,8972,Yes,Master or equivalent,Female,Yes,Married,65,\N,0,7,80,Others,319,IL,485,126,No,No,0.29,2810,702,0,2015,2 -68,23835,0,0.02,4251087170,8973,Yes,PhD or equivalent,Female,No,Single,36,\N,1,1,50,Others,495,CO,84,161,No,No,0.83,3056,611,0,2015,1 -68,23835,0,0.02,4251087170,8973,Yes,PhD or equivalent,Female,No,Single,36,\N,1,1,50,Others,495,CO,84,161,No,No,0.83,6840,684,0,2015,2 -30,134736,0.07,0.03,4251047190,8974,Yes,High School or below,Male,Yes,Single,94,\N,2,7,68,Others,168,DE,281,176,No,No,0.28,3275,655,0,2015,1 -30,134736,0.07,0.03,4251047190,8974,Yes,High School or below,Male,Yes,Single,94,\N,2,7,68,Others,168,DE,281,176,No,No,0.28,1573,524,0,2015,2 -30,134736,0.07,0.03,4251047190,8974,Yes,High School or below,Male,Yes,Single,94,\N,2,7,68,Others,168,DE,281,176,No,No,0.28,825,825,0,2015,3 -18,76822,0.06,0,4251036491,8975,Yes,High School or below,Female,Yes,Single,14,\N,1,1,60,Non-technology Related Job,32,IA,187,56,No,No,0.57,139,139,0,2015,1 -18,76822,0.06,0,4251036491,8975,Yes,High School or below,Female,Yes,Single,14,\N,1,1,60,Non-technology Related Job,32,IA,187,56,No,No,0.57,2230,446,0,2015,2 -20,131779,0.02,0.03,4251033901,8976,Yes,High School or below,Male,Yes,Married,105,\N,2,3,29,Others,208,DE,286,91,No,No,0.1,1947,649,0,2015,1 -20,131779,0.02,0.03,4251033901,8976,Yes,High School or below,Male,Yes,Married,105,\N,2,3,29,Others,208,DE,286,91,No,No,0.1,3139,784,0,2015,2 -22,186737,0.05,0.03,4251099911,8977,Yes,High School or below,Male,Yes,Married,76,\N,3,5,98,Others,384,AL,385,126,No,No,0.63,4633,661,0,2015,1 -22,186737,0.05,0.03,4251099911,8977,Yes,High School or below,Male,Yes,Married,76,\N,3,5,98,Others,384,AL,385,126,No,No,0.63,4225,603,0,2015,2 -52,47637,0.03,0.03,4251016887,8978,Yes,High School or below,Female,Yes,Single,14,\N,0,3,17,Others,57,AK,82,141,No,No,0.09,4802,686,0,2015,1 -52,47637,0.03,0.03,4251016887,8978,Yes,High School or below,Female,Yes,Single,14,\N,0,3,17,Others,57,AK,82,141,No,No,0.09,3263,652,0,2015,2 -54,102595,0.07,0.03,4251044387,8979,Yes,High School or below,Male,No,Married,105,\N,1,5,86,Others,233,VT,182,176,No,No,0.62,4772,681,0,2015,1 -54,102595,0.07,0.03,4251044387,8979,Yes,High School or below,Male,No,Married,105,\N,1,5,86,Others,233,VT,182,176,No,No,0.62,2113,704,0,2015,2 -42,44681,0.07,0,4251018525,8980,Yes,Bachelor or equivalent,Female,No,Single,25,\N,0,7,77,Non-technology Related Job,97,AZ,87,56,No,No,0.9,4117,823,0,2015,1 -42,44681,0.07,0,4251018525,8980,Yes,Bachelor or equivalent,Female,No,Single,25,\N,0,7,77,Non-technology Related Job,97,AZ,87,56,No,No,0.9,1923,641,0,2015,2 -44,99638,0.02,0.03,4251063713,8981,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,1,1,47,Others,273,VT,187,91,No,No,0.43,3593,718,0,2015,1 -44,99638,0.02,0.03,4251063713,8981,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,1,1,47,Others,273,VT,187,91,No,No,0.43,5573,1114,0,2015,2 -44,99638,0.02,0.03,4251063713,8981,Yes,Bachelor or equivalent,Female,Yes,Married,116,\N,1,1,47,Others,273,VT,187,91,No,No,0.43,969,969,0,2015,3 -75,210538,0,0,4251046516,8982,Yes,Master or equivalent,Male,Yes,Single,54,\N,2,7,65,Others,445,WA,384,106,No,No,0.89,3977,795,0,2015,1 -75,210538,0,0,4251046516,8982,Yes,Master or equivalent,Male,Yes,Single,54,\N,2,7,65,Others,445,WA,384,106,No,No,0.89,3424,570,0,2015,2 -77,15496,0.04,0.03,4251049166,8983,Yes,Master or equivalent,Female,Yes,Single,25,\N,0,1,35,Others,122,SC,483,141,Yes,No,0.42,4903,817,0,2015,1 -77,15496,0.04,0.03,4251049166,8983,Yes,Master or equivalent,Female,Yes,Single,25,\N,0,1,35,Others,122,SC,483,141,Yes,No,0.42,4605,767,0,2015,2 -79,70453,0,0.03,4251010442,8984,Yes,PhD or equivalent,Female,Yes,Married,115,\N,1,3,4,Others,298,NY,82,176,No,No,0.95,5038,839,0,2015,1 -79,70453,0,0.03,4251010442,8984,Yes,PhD or equivalent,Female,Yes,Married,115,\N,1,3,4,Others,298,NY,82,176,No,No,0.95,5245,874,0,2015,2 -67,12539,0.07,0,4251032051,8985,Yes,High School or below,Male,Yes,Married,36,\N,3,5,95,Non-technology Related Job,162,SC,488,56,No,No,0.24,5438,776,1,2015,1 -67,12539,0.07,0,4251032051,8985,Yes,High School or below,Male,Yes,Married,36,\N,3,5,95,Non-technology Related Job,162,SC,488,56,No,No,0.24,3092,773,1,2015,2 -67,12539,0.07,0,4251032051,8985,Yes,High School or below,Male,Yes,Married,36,\N,3,5,95,Non-technology Related Job,162,SC,488,56,No,No,0.24,938,938,1,2015,3 -29,123440,0.05,0,4251098322,8986,Yes,High School or below,Female,No,Married,94,\N,1,3,14,Others,334,TN,185,71,No,No,0.69,4963,992,0,2015,1 -29,123440,0.05,0,4251098322,8986,Yes,High School or below,Female,No,Married,94,\N,1,3,14,Others,334,TN,185,71,No,No,0.69,4650,930,0,2015,2 -31,178397,0.01,0,4251022096,8987,Yes,High School or below,Female,Yes,Single,64,\N,2,5,83,Others,11,ND,284,106,No,No,0.22,1624,812,1,2015,1 -31,178397,0.01,0,4251022096,8987,Yes,High School or below,Female,Yes,Single,64,\N,2,5,83,Others,11,ND,284,106,No,No,0.22,3342,835,1,2015,2 -33,233355,0.05,0.03,4251099929,8988,Yes,High School or below,Male,Yes,Married,35,\N,3,7,53,Others,187,NE,384,141,No,No,0.75,4812,802,0,2015,1 -35,38312,0,0.03,4251039420,8989,No,High School or below,Male,Yes,Single,6,\N,0,1,22,Others,363,MD,483,176,No,No,0.28,1901,475,0,2015,1 -35,38312,0,0.03,4251039420,8989,No,High School or below,Male,Yes,Single,6,\N,0,1,22,Others,363,MD,483,176,No,No,0.28,2272,454,0,2015,2 -51,36341,0.02,0,4251085087,8990,Yes,Bachelor or equivalent,Male,No,Married,14,\N,3,7,62,Others,223,OR,486,36,No,No,0.5,3302,825,1,2015,1 -51,36341,0.02,0,4251085087,8990,Yes,Bachelor or equivalent,Male,No,Married,14,\N,3,7,62,Others,223,OR,486,36,No,No,0.5,2723,680,1,2015,2 -51,36341,0.02,0,4251085087,8990,Yes,Bachelor or equivalent,Male,No,Married,14,\N,3,7,62,Others,223,OR,486,36,No,No,0.5,1156,1156,1,2015,3 -54,91299,0.06,0,4251022021,8991,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,0,1,32,Others,399,NH,86,71,No,Yes,0.03,5255,875,0,2015,1 -54,91299,0.06,0,4251022021,8991,Yes,Bachelor or equivalent,Male,Yes,Single,104,\N,0,1,32,Others,399,NH,86,71,No,Yes,0.03,1473,491,0,2015,2 -56,146256,0.01,0,4251099636,8992,Yes,Bachelor or equivalent,Female,No,Married,75,\N,1,3,1,Others,76,MI,185,106,No,No,0.56,3588,598,0,2015,1 -56,146256,0.01,0,4251099636,8992,Yes,Bachelor or equivalent,Female,No,Married,75,\N,1,3,1,Others,76,MI,185,106,No,No,0.56,5128,854,0,2015,2 -58,201213,0.05,0.03,4251079412,8993,Yes,Master or equivalent,Female,Yes,Single,46,\N,3,5,70,Others,252,IN,284,141,No,No,0.09,3900,975,0,2015,1 -58,201213,0.05,0.03,4251079412,8993,Yes,Master or equivalent,Female,Yes,Single,46,\N,3,5,70,Others,252,IN,284,141,No,No,0.09,4949,989,0,2015,2 -60,6171,0.01,0.03,4251086242,8994,Yes,Master or equivalent,Male,Yes,Married,17,\N,0,7,40,Others,428,CT,384,176,No,No,0.62,6589,941,0,2015,1 -60,6171,0.01,0.03,4251086242,8994,Yes,Master or equivalent,Male,Yes,Married,17,\N,0,7,40,Others,428,CT,384,176,No,No,0.62,4352,621,0,2015,2 -76,4200,0.03,0,4251088823,8995,Yes,High School or below,Female,Yes,Single,24,\N,2,5,80,Others,288,MS,387,36,No,No,0.83,1438,359,0,2015,1 -76,4200,0.03,0,4251088823,8995,Yes,High School or below,Female,Yes,Single,24,\N,2,5,80,Others,288,MS,387,36,No,No,0.83,1267,253,0,2015,2 -78,59157,0.06,0,4251026339,8996,Yes,High School or below,Male,No,Married,115,\N,0,7,50,Others,465,KY,486,71,No,No,0.36,69,69,0,2015,1 -78,59157,0.06,0,4251026339,8996,Yes,High School or below,Male,No,Married,115,\N,0,7,50,Others,465,KY,486,71,No,No,0.36,5494,610,0,2015,2 -12,114115,0.02,0,4251065101,8997,Yes,High School or below,Male,Yes,Single,86,\N,1,1,19,Others,141,FL,86,106,No,No,0.89,3204,534,0,2015,1 -12,114115,0.02,0,4251065101,8997,Yes,High School or below,Male,Yes,Single,86,\N,1,1,19,Others,141,FL,86,106,No,No,0.89,6235,779,0,2015,2 -12,114115,0.02,0,4251065101,8997,Yes,High School or below,Male,Yes,Single,86,\N,1,1,19,Others,141,FL,86,106,No,No,0.89,530,530,0,2015,3 -14,169072,0.06,0.03,4251033455,8998,Yes,High School or below,Male,No,Married,57,\N,2,3,88,Others,317,AK,185,141,No,No,0.42,6707,745,0,2015,1 -14,169072,0.06,0.03,4251033455,8998,Yes,High School or below,Male,No,Married,57,\N,2,3,88,Others,317,AK,185,141,No,No,0.42,3816,636,0,2015,2 -30,167101,0,0.01,4251040910,8999,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,1,1,29,Others,177,ME,188,1,No,No,0.63,2222,555,0,2015,1 -30,167101,0,0.01,4251040910,8999,Yes,Bachelor or equivalent,Male,Yes,Single,64,\N,1,1,29,Others,177,ME,188,1,No,No,0.63,1883,941,0,2015,2 -32,222059,0.03,0,4251079398,9000,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,2,3,98,Others,353,HI,287,36,No,No,0.16,4252,708,0,2015,1 -32,222059,0.03,0,4251079398,9000,Yes,Bachelor or equivalent,Male,Yes,Married,35,\N,2,3,98,Others,353,HI,287,36,No,No,0.16,1867,933,0,2015,2 -35,27016,0.07,0,4251041647,9001,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,3,5,67,Others,30,AR,387,71,No,No,0.69,5084,726,0,2015,1 -35,27016,0.07,0,4251041647,9001,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,3,5,67,Others,30,AR,387,71,No,No,0.69,4455,1113,0,2015,2 -35,27016,0.07,0,4251041647,9001,Yes,Bachelor or equivalent,Female,Yes,Single,6,\N,3,5,67,Others,30,AR,387,71,No,No,0.69,483,483,0,2015,3 -37,81973,0.02,0.03,4251015310,9002,Yes,Bachelor or equivalent,Female,No,Married,97,\N,0,7,37,Others,206,WA,486,106,No,Yes,0.23,1894,378,0,2015,1 -37,81973,0.02,0.03,4251015310,9002,Yes,Bachelor or equivalent,Female,No,Married,97,\N,0,7,37,Others,206,WA,486,106,No,Yes,0.23,2677,669,0,2015,2 -39,136931,0.06,0.03,4251057515,9003,Yes,Bachelor or equivalent,Male,Yes,Single,68,\N,1,2,6,Others,382,RI,85,141,No,No,0.76,4305,717,0,2015,1 -39,136931,0.06,0.03,4251057515,9003,Yes,Bachelor or equivalent,Male,Yes,Single,68,\N,1,2,6,Others,382,RI,85,141,No,No,0.76,7618,846,0,2015,2 -55,134960,0,0.01,4251009633,9004,Yes,PhD or equivalent,Female,Yes,Married,75,\N,0,7,47,Others,242,CO,89,1,No,No,0.97,1808,602,0,2015,1 -55,134960,0,0.01,4251009633,9004,Yes,PhD or equivalent,Female,Yes,Married,75,\N,0,7,47,Others,242,CO,89,1,No,No,0.97,2491,830,0,2015,2 -57,189917,0.04,0,4251095007,9005,Yes,High School or below,Male,Yes,Single,46,\N,1,1,16,Others,419,WI,188,36,No,Yes,0.5,6449,921,0,2015,1 -57,189917,0.04,0,4251095007,9005,Yes,High School or below,Male,Yes,Single,46,\N,1,1,16,Others,419,WI,188,36,No,Yes,0.5,1771,885,0,2015,2 -59,244875,0.07,0,4251046042,9006,Yes,High School or below,Male,Yes,Married,17,\N,2,3,85,Others,95,SD,287,71,No,No,0.03,2792,558,0,2015,1 -59,244875,0.07,0,4251046042,9006,Yes,High School or below,Male,Yes,Married,17,\N,2,3,85,Others,95,SD,287,71,No,No,0.03,3817,636,0,2015,2 -61,49832,0.03,0.03,4251047331,9007,Yes,High School or below,Female,Yes,Married,108,\N,0,5,55,Others,271,ND,387,106,No,No,0.56,4681,1170,0,2015,1 -61,49832,0.03,0.03,4251047331,9007,Yes,High School or below,Female,Yes,Married,108,\N,0,5,55,Others,271,ND,387,106,No,No,0.56,6860,857,0,2015,2 -77,47861,0.05,0.01,4251041541,9008,Yes,High School or below,Male,Yes,Married,115,\N,2,3,95,Others,131,AL,390,216,No,No,0.77,3272,818,0,2015,1 -77,47861,0.05,0.01,4251041541,9008,Yes,High School or below,Male,Yes,Married,115,\N,2,3,95,Others,131,AL,390,216,No,No,0.77,2653,530,0,2015,2 -79,102819,0.01,0.01,4251041078,9009,Yes,High School or below,Female,No,Single,86,\N,3,5,64,Others,307,TX,489,1,No,No,0.3,4261,710,0,2015,1 -79,102819,0.01,0.01,4251041078,9009,Yes,High School or below,Female,No,Single,86,\N,3,5,64,Others,307,TX,489,1,No,No,0.3,6403,800,0,2015,2 -13,157776,0.04,0,4251035232,9010,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,1,7,34,Others,484,OK,89,36,No,No,0.83,1560,780,0,2015,1 -13,157776,0.04,0,4251035232,9010,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,1,7,34,Others,484,OK,89,36,No,No,0.83,2165,541,0,2015,2 -13,157776,0.04,0,4251035232,9010,Yes,Bachelor or equivalent,Female,Yes,Single,57,\N,1,7,34,Others,484,OK,89,36,No,No,0.83,894,894,0,2015,3 -16,212733,0,0,4251089142,9011,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,2,1,3,Others,160,NH,188,71,No,No,0.36,5139,1027,0,2015,1 -16,212733,0,0,4251089142,9011,Yes,Bachelor or equivalent,Female,Yes,Married,28,\N,2,1,3,Others,160,NH,188,71,No,No,0.36,3386,846,0,2015,2 -32,210762,0.02,0.01,4251040847,9012,Yes,Bachelor or equivalent,Female,Yes,Married,35,\N,0,7,44,Others,20,VT,191,181,No,No,0.57,4363,727,0,2015,1 -32,210762,0.02,0.01,4251040847,9012,Yes,Bachelor or equivalent,Female,Yes,Married,35,\N,0,7,44,Others,20,VT,191,181,No,No,0.57,6616,827,0,2015,2 -32,210762,0.02,0.01,4251040847,9012,Yes,Bachelor or equivalent,Female,Yes,Married,35,\N,0,7,44,Others,20,VT,191,181,No,No,0.57,96,96,0,2015,3 -34,15720,0.05,0.01,4251024267,9013,Yes,Master or equivalent,Female,Yes,Married,6,\N,2,1,13,Others,196,PA,291,216,No,No,0.1,4591,765,0,2015,1 -34,15720,0.05,0.01,4251024267,9013,Yes,Master or equivalent,Female,Yes,Married,6,\N,2,1,13,Others,196,PA,291,216,No,No,0.1,4939,987,0,2015,2 -36,70677,0.01,0.01,4251088775,9014,Yes,Master or equivalent,Male,Yes,Single,97,\N,3,3,82,Others,373,NM,390,1,No,No,0.64,1763,587,1,2015,1 -36,70677,0.01,0.01,4251088775,9014,Yes,Master or equivalent,Male,Yes,Single,97,\N,3,3,82,Others,373,NM,390,1,No,No,0.64,4280,856,1,2015,2 -38,125635,0.05,0,4251092394,9015,Yes,PhD or equivalent,Male,No,Married,67,\N,0,5,52,Others,49,MN,489,36,No,No,0.17,4809,961,0,2015,1 -38,125635,0.05,0,4251092394,9015,Yes,PhD or equivalent,Male,No,Married,67,\N,0,5,52,Others,49,MN,489,36,No,No,0.17,2242,747,0,2015,2 -68,236535,0.03,0.01,4251039921,9016,Yes,High School or below,Female,Yes,Married,5,\N,1,3,70,Technology Related Job,221,MO,186,51,No,No,0.62,4719,471,0,2015,1 -68,236535,0.03,0.01,4251039921,9016,Yes,High School or below,Female,Yes,Married,5,\N,1,3,70,Technology Related Job,221,MO,186,51,No,No,0.62,2841,710,0,2015,2 -56,178621,0.02,0.01,4251056265,9017,Yes,High School or below,Male,Yes,Married,46,\N,0,5,61,Others,85,NC,92,181,No,No,0.91,3365,560,0,2015,1 -56,178621,0.02,0.01,4251056265,9017,Yes,High School or below,Male,Yes,Married,46,\N,0,5,61,Others,85,NC,92,181,No,No,0.91,6355,794,0,2015,2 -58,233579,0.06,0.01,4251096961,9018,Yes,High School or below,Female,Yes,Single,17,\N,1,7,31,Others,261,MO,191,216,No,No,0.44,7806,975,0,2015,1 -58,233579,0.06,0.01,4251096961,9018,Yes,High School or below,Female,Yes,Single,17,\N,1,7,31,Others,261,MO,191,216,No,No,0.44,1953,651,0,2015,2 -60,38536,0.02,0.01,4251078376,9019,Yes,High School or below,Female,Yes,Married,107,\N,2,1,0,Others,438,LA,291,1,No,No,0.97,4790,598,0,2015,1 -60,38536,0.02,0.01,4251078376,9019,Yes,High School or below,Female,Yes,Married,107,\N,2,1,0,Others,438,LA,291,1,No,No,0.97,1289,429,0,2015,2 -60,38536,0.02,0.01,4251078376,9019,Yes,High School or below,Female,Yes,Married,107,\N,2,1,0,Others,438,LA,291,1,No,No,0.97,868,868,0,2015,3 -23,149436,0,0.01,4251079663,9020,Yes,High School or below,Male,Yes,Married,45,\N,0,7,19,Technology Related Job,110,MD,488,16,No,No,0.43,2777,694,0,2015,1 -23,149436,0,0.01,4251079663,9020,Yes,High School or below,Male,Yes,Married,45,\N,0,7,19,Technology Related Job,110,MD,488,16,No,No,0.43,2535,633,0,2015,2 -25,204394,0.03,0.01,4251080378,9021,Yes,Bachelor or equivalent,Female,No,Single,16,\N,1,1,88,Technology Related Job,286,ID,87,51,No,No,0.96,8012,1001,0,2015,1 -25,204394,0.03,0.01,4251080378,9021,Yes,Bachelor or equivalent,Female,No,Single,16,\N,1,1,88,Technology Related Job,286,ID,87,51,No,No,0.96,1241,413,0,2015,2 -13,146480,0.03,0.01,4251029772,9022,Yes,Bachelor or equivalent,Male,Yes,Single,57,\N,3,3,79,Others,150,MD,493,181,No,No,0.24,4690,938,0,2015,1 -13,146480,0.03,0.01,4251029772,9022,Yes,Bachelor or equivalent,Male,Yes,Single,57,\N,3,3,79,Others,150,MD,493,181,No,No,0.24,2706,902,0,2015,2 -15,201437,0.07,0.01,4251088748,9023,Yes,Master or equivalent,Male,Yes,Married,27,\N,1,5,49,Others,327,IL,92,216,Yes,No,0.77,5867,838,0,2015,1 -15,201437,0.07,0.01,4251088748,9023,Yes,Master or equivalent,Male,Yes,Married,27,\N,1,5,49,Others,327,IL,92,216,Yes,No,0.77,3520,880,0,2015,2 -45,62338,0.05,0.01,4251035991,9024,Yes,Master or equivalent,Female,Yes,Married,85,\N,2,3,67,Others,499,IA,289,231,No,No,0.23,3795,948,1,2015,1 -45,62338,0.05,0.01,4251035991,9024,Yes,Master or equivalent,Female,Yes,Married,85,\N,2,3,67,Others,499,IA,289,231,No,No,0.23,3151,630,1,2015,2 -47,117295,0,0.01,4251091606,9025,Yes,Master or equivalent,Male,Yes,Single,56,\N,3,5,36,Technology Related Job,175,CT,388,16,No,No,0.76,3267,653,0,2015,1 -47,117295,0,0.01,4251091606,9025,Yes,Master or equivalent,Male,Yes,Single,56,\N,3,5,36,Technology Related Job,175,CT,388,16,No,No,0.76,3847,961,0,2015,2 -47,117295,0,0.01,4251091606,9025,Yes,Master or equivalent,Male,Yes,Single,56,\N,3,5,36,Technology Related Job,175,CT,388,16,No,No,0.76,963,963,0,2015,3 -49,172253,0.04,0.01,4251016201,9026,Yes,High School or below,Male,Yes,Married,27,\N,0,7,6,Technology Related Job,351,WY,487,51,No,No,0.29,5149,858,0,2015,1 -49,172253,0.04,0.01,4251016201,9026,Yes,High School or below,Male,Yes,Married,27,\N,0,7,6,Technology Related Job,351,WY,487,51,No,No,0.29,2343,1171,0,2015,2 -37,114339,0.03,0.01,4251069275,9027,Yes,High School or below,Female,Yes,Married,67,\N,3,1,97,Others,215,DE,393,181,No,Yes,0.58,3915,652,0,2015,1 -37,114339,0.03,0.01,4251069275,9027,Yes,High School or below,Female,Yes,Married,67,\N,3,1,97,Others,215,DE,393,181,No,Yes,0.58,2814,938,0,2015,2 -39,169296,0.07,0.01,4251038706,9028,Yes,High School or below,Female,Yes,Single,38,\N,0,3,66,Others,392,WY,493,216,No,No,0.11,3521,880,0,2015,1 -39,169296,0.07,0.01,4251038706,9028,Yes,High School or below,Female,Yes,Single,38,\N,0,3,66,Others,392,WY,493,216,No,No,0.11,3123,1041,0,2015,2 -70,30196,0.05,0.01,4251057547,9029,Yes,High School or below,Male,Yes,Single,96,\N,1,1,85,Others,64,AK,189,231,No,Yes,0.56,5645,806,0,2015,1 -70,30196,0.05,0.01,4251057547,9029,Yes,High School or below,Male,Yes,Single,96,\N,1,1,85,Others,64,AK,189,231,No,Yes,0.56,1933,966,0,2015,2 -72,85154,0.01,0.01,4251095915,9030,Yes,High School or below,Female,Yes,Married,67,\N,2,3,54,Technology Related Job,240,VT,289,16,No,No,0.09,3515,878,0,2015,1 -72,85154,0.01,0.01,4251095915,9030,Yes,High School or below,Female,Yes,Married,67,\N,2,3,54,Technology Related Job,240,VT,289,16,No,No,0.09,775,387,0,2015,2 -72,85154,0.01,0.01,4251095915,9030,Yes,High School or below,Female,Yes,Married,67,\N,2,3,54,Technology Related Job,240,VT,289,16,No,No,0.09,386,386,0,2015,3 -74,140111,0.04,0.01,4251060651,9031,Yes,High School or below,Female,Yes,Single,38,\N,0,5,24,Technology Related Job,417,OR,388,51,No,No,0.62,3824,637,0,2015,1 -74,140111,0.04,0.01,4251060651,9031,Yes,High School or below,Female,Yes,Single,38,\N,0,5,24,Technology Related Job,417,OR,388,51,No,No,0.62,3666,611,0,2015,2 -62,82197,0.04,0.01,4251042815,9032,Yes,Bachelor or equivalent,Male,No,Single,78,\N,2,7,15,Others,281,VT,294,181,No,No,0.91,6964,870,0,2015,1 -62,82197,0.04,0.01,4251042815,9032,Yes,Bachelor or equivalent,Male,No,Single,78,\N,2,7,15,Others,281,VT,294,181,No,No,0.91,845,281,0,2015,2 -24,193098,0.02,0.02,4251078987,9033,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,3,5,34,Others,453,WA,491,196,No,No,0.37,2333,466,0,2015,1 -24,193098,0.02,0.02,4251078987,9033,Yes,Bachelor or equivalent,Female,Yes,Single,16,\N,3,5,34,Others,453,WA,491,196,No,No,0.37,9515,951,0,2015,2 -26,248055,0.06,0.01,4251091554,9034,Yes,Master or equivalent,Male,Yes,Married,107,\N,1,7,3,Others,129,RI,90,231,No,No,0.9,4130,688,0,2015,1 -26,248055,0.06,0.01,4251091554,9034,Yes,Master or equivalent,Male,Yes,Married,107,\N,1,7,3,Others,129,RI,90,231,No,No,0.9,3625,906,0,2015,2 -26,248055,0.06,0.01,4251091554,9034,Yes,Master or equivalent,Male,Yes,Married,107,\N,1,7,3,Others,129,RI,90,231,No,No,0.9,790,790,0,2015,3 -28,53013,0.01,0.01,4251043857,9035,Yes,Master or equivalent,Male,Yes,Single,78,\N,2,1,72,Technology Related Job,305,NY,189,16,No,No,0.43,6666,606,1,2015,1 -28,53013,0.01,0.01,4251043857,9035,Yes,Master or equivalent,Male,Yes,Single,78,\N,2,1,72,Technology Related Job,305,NY,189,16,No,No,0.43,1409,1409,1,2015,2 -31,107970,0.05,0.01,4251040991,9036,Yes,PhD or equivalent,Female,Yes,Married,48,\N,3,4,42,Technology Related Job,482,MO,289,51,No,No,0.96,4226,704,0,2015,1 -31,107970,0.05,0.01,4251040991,9036,Yes,PhD or equivalent,Female,Yes,Married,48,\N,3,4,42,Technology Related Job,482,MO,289,51,No,No,0.96,4227,845,0,2015,2 -31,107970,0.05,0.01,4251040991,9036,Yes,PhD or equivalent,Female,Yes,Married,48,\N,3,4,42,Technology Related Job,482,MO,289,51,No,No,0.96,1345,1345,0,2015,3 -46,105999,0.07,0.02,4251081015,9037,Yes,High School or below,Male,Yes,Single,56,\N,2,1,82,Others,342,SD,292,161,No,No,0.17,2787,557,0,2015,1 -46,105999,0.07,0.02,4251081015,9037,Yes,High School or below,Male,Yes,Single,56,\N,2,1,82,Others,342,SD,292,161,No,No,0.17,3468,693,0,2015,2 -49,160957,0.03,0.02,4251093890,9038,Yes,High School or below,Female,No,Married,27,\N,3,3,51,Others,18,ND,391,196,No,No,0.7,7143,793,0,2015,1 -49,160957,0.03,0.02,4251093890,9038,Yes,High School or below,Female,No,Married,27,\N,3,3,51,Others,18,ND,391,196,No,No,0.7,5728,716,0,2015,2 -51,215914,0.06,0.01,4251063479,9039,Yes,High School or below,Female,Yes,Single,118,\N,0,5,21,Technology Related Job,194,NE,491,231,No,No,0.23,3912,782,0,2015,1 -51,215914,0.06,0.01,4251063479,9039,Yes,High School or below,Female,Yes,Single,118,\N,0,5,21,Technology Related Job,194,NE,491,231,No,No,0.23,3388,564,0,2015,2 -53,20871,0.02,0.01,4251060196,9040,Yes,High School or below,Female,Yes,Single,88,\N,1,0,90,Technology Related Job,371,ME,90,16,No,Yes,0.76,5980,854,0,2015,1 -53,20871,0.02,0.01,4251060196,9040,Yes,High School or below,Female,Yes,Single,88,\N,1,0,90,Technology Related Job,371,ME,90,16,No,Yes,0.76,4662,582,0,2015,2 -53,20871,0.02,0.01,4251060196,9040,Yes,High School or below,Female,Yes,Single,88,\N,1,0,90,Technology Related Job,371,ME,90,16,No,Yes,0.76,536,536,0,2015,3 -69,18900,0.04,0.02,4251083630,9041,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,0,5,31,Others,231,OK,93,126,Yes,No,0.97,2143,535,0,2015,1 -69,18900,0.04,0.02,4251083630,9041,Yes,Bachelor or equivalent,Female,Yes,Single,96,\N,0,5,31,Others,231,OK,93,126,Yes,No,0.97,6778,677,0,2015,2 -71,73858,0,0.02,4251016982,9042,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,1,7,0,Others,407,NH,193,161,No,No,0.5,4124,824,0,2015,1 -71,73858,0,0.02,4251016982,9042,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,1,7,0,Others,407,NH,193,161,No,No,0.5,1791,597,0,2015,2 -73,128815,0.03,0.02,4251018979,9043,Yes,Bachelor or equivalent,Male,Yes,Married,38,\N,2,1,69,Others,83,MA,292,196,No,Yes,0.03,6356,794,0,2015,1 -73,128815,0.03,0.02,4251018979,9043,Yes,Bachelor or equivalent,Male,Yes,Married,38,\N,2,1,69,Others,83,MA,292,196,No,Yes,0.03,3544,708,0,2015,2 -75,183773,0.07,0.01,4251013541,9044,Yes,Bachelor or equivalent,Male,No,Single,8,\N,0,4,39,Technology Related Job,259,IN,391,231,Yes,No,0.57,1109,554,0,2015,1 -75,183773,0.07,0.01,4251013541,9044,Yes,Bachelor or equivalent,Male,No,Single,8,\N,0,4,39,Technology Related Job,259,IN,391,231,Yes,No,0.57,7064,642,0,2015,2 -23,181802,0.01,0.03,4251044669,9045,Yes,Master or equivalent,Male,No,Single,16,\N,2,1,79,Others,120,NM,395,91,No,No,0.78,6229,889,0,2015,1 -23,181802,0.01,0.03,4251044669,9045,Yes,Master or equivalent,Male,No,Single,16,\N,2,1,79,Others,120,NM,395,91,No,No,0.78,2218,739,0,2015,2 -25,236759,0.04,0.02,4251028186,9046,Yes,High School or below,Male,Yes,Single,107,\N,3,3,48,Others,296,MN,494,126,No,No,0.31,1577,788,0,2015,1 -25,236759,0.04,0.02,4251028186,9046,Yes,High School or below,Male,Yes,Single,107,\N,3,3,48,Others,296,MN,494,126,No,No,0.31,1795,598,0,2015,2 -27,41717,0,0.02,4251010657,9047,Yes,High School or below,Female,Yes,Married,77,\N,1,5,18,Others,472,KS,93,161,No,No,0.84,2765,553,0,2015,1 -27,41717,0,0.02,4251010657,9047,Yes,High School or below,Female,Yes,Married,77,\N,1,5,18,Others,472,KS,93,161,No,No,0.84,4059,811,0,2015,2 -30,96674,0.04,0.02,4251033176,9048,Yes,High School or below,Female,Yes,Single,48,\N,2,7,87,Others,148,FL,193,196,No,No,0.37,5193,741,0,2015,1 -30,96674,0.04,0.02,4251033176,9048,Yes,High School or below,Female,Yes,Single,48,\N,2,7,87,Others,148,FL,193,196,No,No,0.37,2868,573,0,2015,2 -32,151631,0.07,0.01,4251012401,9049,Yes,High School or below,Male,Yes,Married,19,\N,3,2,56,Technology Related Job,324,AL,292,231,No,No,0.9,4768,596,0,2015,1 -32,151631,0.07,0.01,4251012401,9049,Yes,High School or below,Male,Yes,Married,19,\N,3,2,56,Technology Related Job,324,AL,292,231,No,No,0.9,1841,460,0,2015,2 -48,149660,0.01,0.03,4251037271,9050,Yes,High School or below,Female,Yes,Single,27,\N,2,7,97,Others,185,LA,295,91,No,No,0.11,1457,728,0,2015,1 -48,149660,0.01,0.03,4251037271,9050,Yes,High School or below,Female,Yes,Single,27,\N,2,7,97,Others,185,LA,295,91,No,No,0.11,2399,599,0,2015,2 -48,149660,0.01,0.03,4251037271,9050,Yes,High School or below,Female,Yes,Single,27,\N,2,7,97,Others,185,LA,295,91,No,No,0.11,394,394,0,2015,3 -50,204618,0.05,0.02,4251099882,9051,Yes,High School or below,Male,No,Married,117,\N,3,1,66,Others,361,HI,395,126,No,No,0.64,5255,875,0,2015,1 -50,204618,0.05,0.02,4251099882,9051,Yes,High School or below,Male,No,Married,117,\N,3,1,66,Others,361,HI,395,126,No,No,0.64,7985,725,0,2015,2 -52,9575,0.01,0.02,4251042332,9052,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,0,3,36,Others,37,AZ,494,161,No,No,0.17,2145,429,0,2015,1 -52,9575,0.01,0.02,4251042332,9052,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,0,3,36,Others,37,AZ,494,161,No,No,0.17,2543,508,0,2015,2 -52,9575,0.01,0.02,4251042332,9052,Yes,Bachelor or equivalent,Male,Yes,Single,88,\N,0,3,36,Others,37,AZ,494,161,No,No,0.17,1061,530,0,2015,3 -54,64533,0.04,0.02,4251086750,9053,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,1,6,5,Others,213,VA,93,196,No,No,0.7,3979,994,0,2015,1 -54,64533,0.04,0.02,4251086750,9053,Yes,Bachelor or equivalent,Male,Yes,Married,59,\N,1,6,5,Others,213,VA,93,196,No,No,0.7,3191,1063,0,2015,2 -70,62562,0.06,0.03,4251037580,9054,Yes,Master or equivalent,Male,Yes,Single,67,\N,0,3,45,Others,74,IL,97,56,No,Yes,0.91,4056,579,0,2015,1 -70,62562,0.06,0.03,4251037580,9054,Yes,Master or equivalent,Male,Yes,Single,67,\N,0,3,45,Others,74,IL,97,56,No,Yes,0.91,3570,714,0,2015,2 -70,62562,0.06,0.03,4251037580,9054,Yes,Master or equivalent,Male,Yes,Single,67,\N,0,3,45,Others,74,IL,97,56,No,Yes,0.91,1802,901,0,2015,3 -72,117519,0.02,0.03,4251095292,9055,Yes,Master or equivalent,Male,No,Married,37,\N,1,5,15,Others,250,CO,196,91,No,No,0.45,4207,701,0,2015,1 -72,117519,0.02,0.03,4251095292,9055,Yes,Master or equivalent,Male,No,Married,37,\N,1,5,15,Others,250,CO,196,91,No,No,0.45,536,178,0,2015,2 -74,172477,0.05,0.02,4251042426,9056,Yes,PhD or equivalent,Female,Yes,Single,8,\N,2,7,84,Others,426,WV,295,126,No,No,0.98,4128,589,0,2015,1 -74,172477,0.05,0.02,4251042426,9056,Yes,PhD or equivalent,Female,Yes,Single,8,\N,2,7,84,Others,426,WV,295,126,No,No,0.98,4158,831,0,2015,2 -77,227434,0.01,0.02,4251037416,9057,Yes,High School or below,Female,No,Married,99,\N,3,2,53,Others,102,SD,395,161,No,No,0.51,4227,603,0,2015,1 -77,227434,0.01,0.02,4251037416,9057,Yes,High School or below,Female,No,Married,99,\N,3,2,53,Others,102,SD,395,161,No,No,0.51,2982,745,0,2015,2 -39,88334,0.07,0.02,4251042417,9058,Yes,High School or below,Male,Yes,Married,37,\N,1,7,72,Technology Related Job,275,TX,91,176,No,No,0.96,4704,940,1,2015,1 -39,88334,0.07,0.02,4251042417,9058,Yes,High School or below,Male,Yes,Married,37,\N,1,7,72,Technology Related Job,275,TX,91,176,No,No,0.96,3573,714,1,2015,2 -27,30420,0.07,0.03,4251047161,9059,Yes,High School or below,Female,Yes,Married,77,\N,3,1,63,Others,139,WY,497,56,No,No,0.25,3138,1046,1,2015,1 -27,30420,0.07,0.03,4251047161,9059,Yes,High School or below,Female,Yes,Married,77,\N,3,1,63,Others,139,WY,497,56,No,No,0.25,2004,668,1,2015,2 -29,85378,0.02,0.03,4251083987,9060,Yes,High School or below,Male,Yes,Single,48,\N,0,3,33,Others,315,TX,96,91,No,No,0.78,3540,590,1,2015,1 -29,85378,0.02,0.03,4251083987,9060,Yes,High School or below,Male,Yes,Single,48,\N,0,3,33,Others,315,TX,96,91,No,No,0.78,2119,706,1,2015,2 -31,140335,0.06,0.02,4251023856,9061,Yes,High School or below,Male,No,Married,19,\N,2,6,2,Others,491,OK,196,126,No,No,0.31,3026,605,0,2015,1 -31,140335,0.06,0.02,4251023856,9061,Yes,High School or below,Male,No,Married,19,\N,2,6,2,Others,491,OK,196,126,No,No,0.31,5215,1043,0,2015,2 -33,195293,0.02,0.02,4251073980,9062,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,3,0,71,Others,167,NV,295,161,No,No,0.84,2221,370,0,2015,1 -33,195293,0.02,0.02,4251073980,9062,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,3,0,71,Others,167,NV,295,161,No,No,0.84,3481,696,0,2015,2 -33,195293,0.02,0.02,4251073980,9062,Yes,Bachelor or equivalent,Female,Yes,Single,110,\N,3,0,71,Others,167,NV,295,161,No,No,0.84,1018,1018,0,2015,3 -63,56193,0,0.02,4251092454,9063,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,0,5,90,Technology Related Job,340,NJ,492,176,No,No,0.3,3173,793,0,2015,1 -63,56193,0,0.02,4251092454,9063,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,0,5,90,Technology Related Job,340,NJ,492,176,No,No,0.3,4072,581,0,2015,2 -63,56193,0,0.02,4251092454,9063,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,0,5,90,Technology Related Job,340,NJ,492,176,No,No,0.3,254,254,0,2015,3 -51,248279,0.07,0.03,4251073059,9064,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,3,7,81,Others,204,PA,398,56,No,No,0.58,1790,596,0,2015,1 -51,248279,0.07,0.03,4251073059,9064,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,3,7,81,Others,204,PA,398,56,No,No,0.58,2832,566,0,2015,2 -51,248279,0.07,0.03,4251073059,9064,Yes,Bachelor or equivalent,Female,Yes,Single,88,\N,3,7,81,Others,204,PA,398,56,No,No,0.58,591,591,0,2015,3 -53,53237,0.03,0.03,4251090603,9065,Yes,Master or equivalent,Female,Yes,Married,59,\N,0,2,50,Others,380,NJ,497,90,No,Yes,0.11,1670,835,0,2015,1 -53,53237,0.03,0.03,4251090603,9065,Yes,Master or equivalent,Female,Yes,Married,59,\N,0,2,50,Others,380,NJ,497,90,No,Yes,0.11,4590,573,0,2015,2 -55,108194,0.06,0.02,4251057735,9066,Yes,Master or equivalent,Female,Yes,Single,30,\N,1,4,20,Others,56,MN,96,125,No,No,0.64,2722,544,0,2015,1 -55,108194,0.06,0.02,4251057735,9066,Yes,Master or equivalent,Female,Yes,Single,30,\N,1,4,20,Others,56,MN,96,125,No,No,0.64,2683,670,0,2015,2 -55,108194,0.06,0.02,4251057735,9066,Yes,Master or equivalent,Female,Yes,Single,30,\N,1,4,20,Others,56,MN,96,125,No,No,0.64,1213,1213,0,2015,3 -18,219094,0.05,0.03,4251082098,9067,Yes,PhD or equivalent,Male,No,Single,88,\N,2,1,38,Technology Related Job,229,MO,293,140,No,Yes,0.1,1844,461,0,2015,1 -18,219094,0.05,0.03,4251082098,9067,Yes,PhD or equivalent,Male,No,Single,88,\N,2,1,38,Technology Related Job,229,MO,293,140,No,Yes,0.1,3023,755,0,2015,2 -20,24052,0,0.02,4251015460,9068,Yes,High School or below,Female,Yes,Married,58,\N,0,4,8,Technology Related Job,405,KY,393,175,No,No,0.63,4918,819,0,2015,1 -20,24052,0,0.02,4251015460,9068,Yes,High School or below,Female,Yes,Married,58,\N,0,4,8,Technology Related Job,405,KY,393,175,No,No,0.63,2098,699,0,2015,2 -76,216138,0,0.03,4251078176,9069,Yes,High School or below,Male,Yes,Married,99,\N,2,5,99,Others,269,MO,298,55,No,No,0.92,7060,882,0,2015,1 -76,216138,0,0.03,4251078176,9069,Yes,High School or below,Male,Yes,Married,99,\N,2,5,99,Others,269,MO,298,55,No,No,0.92,2155,718,0,2015,2 -78,21095,0.03,0.03,4251072106,9070,Yes,High School or below,Male,Yes,Single,70,\N,3,0,68,Others,445,LA,398,90,No,No,0.45,7449,931,1,2015,1 -40,131996,0.02,0.03,4251077246,9071,Yes,High School or below,Female,Yes,Single,8,\N,1,5,87,Technology Related Job,117,ME,95,105,No,No,0.9,4243,606,0,2015,1 -40,131996,0.02,0.03,4251077246,9071,Yes,High School or below,Female,Yes,Single,8,\N,1,5,87,Technology Related Job,117,ME,95,105,No,No,0.9,5066,844,0,2015,2 -42,186953,0.05,0.03,4251092057,9072,Yes,High School or below,Male,Yes,Married,98,\N,2,7,56,Technology Related Job,294,ID,194,140,No,No,0.43,4368,1092,0,2015,1 -42,186953,0.05,0.03,4251092057,9072,Yes,High School or below,Male,Yes,Married,98,\N,2,7,56,Technology Related Job,294,ID,194,140,No,No,0.43,2007,501,0,2015,2 -44,241911,0.01,0.02,4251025648,9073,Yes,Bachelor or equivalent,Male,No,Married,69,\N,3,2,26,Technology Related Job,470,CA,293,175,No,No,0.97,3674,734,0,2015,1 -44,241911,0.01,0.02,4251025648,9073,Yes,Bachelor or equivalent,Male,No,Married,69,\N,3,2,26,Technology Related Job,470,CA,293,175,No,No,0.97,2508,627,0,2015,2 -32,183997,0,0.03,4251026039,9074,Yes,Bachelor or equivalent,Female,No,Married,110,\N,2,4,17,Others,334,ID,199,55,No,No,0.25,3773,1257,0,2015,1 -32,183997,0,0.03,4251026039,9074,Yes,Bachelor or equivalent,Female,No,Married,110,\N,2,4,17,Others,334,ID,199,55,No,No,0.25,1724,574,0,2015,2 -63,44897,0.06,0.03,4251024182,9075,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,3,1,35,Technology Related Job,6,IN,396,70,No,No,0.71,3752,625,0,2015,1 -63,44897,0.06,0.03,4251024182,9075,Yes,Bachelor or equivalent,Male,Yes,Single,48,\N,3,1,35,Technology Related Job,6,IN,396,70,No,No,0.71,3246,541,0,2015,2 -65,99854,0.02,0.03,4251066230,9076,Yes,Master or equivalent,Female,Yes,Single,18,\N,0,3,5,Technology Related Job,183,CT,495,105,No,No,0.24,4095,682,0,2015,1 -65,99854,0.02,0.03,4251066230,9076,Yes,Master or equivalent,Female,Yes,Single,18,\N,0,3,5,Technology Related Job,183,CT,495,105,No,No,0.24,3456,691,0,2015,2 -67,154812,0.06,0.03,4251030105,9077,Yes,Master or equivalent,Female,Yes,Married,109,\N,1,6,74,Technology Related Job,359,WI,95,140,No,No,0.77,6928,866,0,2015,1 -67,154812,0.06,0.03,4251030105,9077,Yes,Master or equivalent,Female,Yes,Married,109,\N,1,6,74,Technology Related Job,359,WI,95,140,No,No,0.77,2172,434,0,2015,2 -69,209769,0.01,0.02,4251034475,9078,Yes,PhD or equivalent,Female,Yes,Single,80,\N,2,0,43,Technology Related Job,35,TN,194,175,No,Yes,0.3,4159,831,0,2015,1 -69,209769,0.01,0.02,4251034475,9078,Yes,PhD or equivalent,Female,Yes,Single,80,\N,2,0,43,Technology Related Job,35,TN,194,175,No,Yes,0.3,4142,517,0,2015,2 -69,209769,0.01,0.02,4251034475,9078,Yes,PhD or equivalent,Female,Yes,Single,80,\N,2,0,43,Technology Related Job,35,TN,194,175,No,Yes,0.3,263,263,0,2015,3 -17,207798,0.03,0,4251087181,9079,Yes,High School or below,Female,Yes,Married,88,\N,1,5,84,Technology Related Job,395,FL,197,35,No,No,0.51,7946,794,0,2015,1 -17,207798,0.03,0,4251087181,9079,Yes,High School or below,Female,Yes,Married,88,\N,1,5,84,Technology Related Job,395,FL,197,35,No,No,0.51,4235,605,0,2015,2 -19,12756,0.07,0.03,4251015134,9080,Yes,High School or below,Male,No,Single,58,\N,2,7,53,Technology Related Job,71,AK,297,70,No,No,0.04,5332,888,0,2015,2 -19,12756,0.07,0.03,4251015134,9080,Yes,High School or below,Male,No,Single,58,\N,2,7,53,Technology Related Job,71,AK,297,70,No,No,0.04,291,291,0,2015,3 -21,67713,0.03,0.03,4251095343,9081,Yes,High School or below,Male,Yes,Married,29,\N,3,2,23,Technology Related Job,248,UT,396,105,No,No,0.57,5090,727,1,2015,1 -21,67713,0.03,0.03,4251095343,9081,Yes,High School or below,Male,Yes,Married,29,\N,3,2,23,Technology Related Job,248,UT,396,105,No,No,0.57,3545,709,1,2015,2 -23,122671,0.06,0.03,4251076811,9082,Yes,High School or below,Male,Yes,Single,0,\N,1,4,92,Technology Related Job,424,OR,495,140,No,No,0.1,2045,681,0,2015,1 -23,122671,0.06,0.03,4251076811,9082,Yes,High School or below,Male,Yes,Single,0,\N,1,4,92,Technology Related Job,424,OR,495,140,No,No,0.1,5023,837,0,2015,2 -39,120700,0,0,4251092654,9083,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,3,1,32,Others,284,AR,499,0,No,No,0.31,1641,547,1,2015,1 -39,120700,0,0,4251092654,9083,Yes,Bachelor or equivalent,Male,Yes,Married,7,\N,3,1,32,Others,284,AR,499,0,No,No,0.31,1278,639,1,2015,2 -41,175657,0.04,0,4251078486,9084,Yes,Bachelor or equivalent,Male,No,Single,98,\N,0,3,2,Technology Related Job,460,VA,98,35,No,No,0.84,5998,749,0,2015,1 -41,175657,0.04,0,4251078486,9084,Yes,Bachelor or equivalent,Male,No,Single,98,\N,0,3,2,Technology Related Job,460,VA,98,35,No,No,0.84,3071,1023,0,2015,2 -44,230614,0.07,0.03,4251057868,9085,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,2,6,71,Technology Related Job,137,RI,197,70,No,No,0.38,1546,773,0,2015,1 -44,230614,0.07,0.03,4251057868,9085,Yes,Bachelor or equivalent,Female,Yes,Married,69,\N,2,6,71,Technology Related Job,137,RI,197,70,No,No,0.38,1151,575,0,2015,2 -46,35572,0.03,0.03,4251029784,9086,Yes,Bachelor or equivalent,Female,No,Single,40,\N,3,0,40,Technology Related Job,313,NM,296,105,No,No,0.91,5145,857,0,2015,1 -46,35572,0.03,0.03,4251029784,9086,Yes,Bachelor or equivalent,Female,No,Single,40,\N,3,0,40,Technology Related Job,313,NM,296,105,No,No,0.91,2314,771,0,2015,2 -46,35572,0.03,0.03,4251029784,9086,Yes,Bachelor or equivalent,Female,No,Single,40,\N,3,0,40,Technology Related Job,313,NM,296,105,No,No,0.91,634,317,0,2015,3 -62,33601,0.05,0.01,4251039713,9087,Yes,PhD or equivalent,Female,Yes,Married,47,\N,1,5,81,Others,173,WV,300,215,No,No,0.12,2284,761,0,2015,1 -62,33601,0.05,0.01,4251039713,9087,Yes,PhD or equivalent,Female,Yes,Married,47,\N,1,5,81,Others,173,WV,300,215,No,No,0.12,4864,810,0,2015,2 -64,88558,0.01,0,4251089298,9088,Yes,High School or below,Female,Yes,Single,18,\N,3,7,50,Others,349,SD,399,0,No,No,0.65,2181,727,0,2015,1 -64,88558,0.01,0,4251089298,9088,Yes,High School or below,Female,Yes,Single,18,\N,3,7,50,Others,349,SD,399,0,No,No,0.65,3688,614,0,2015,2 -66,143516,0.04,0,4251066629,9089,Yes,High School or below,Male,Yes,Married,109,\N,0,2,20,Technology Related Job,25,ND,498,35,No,No,0.18,3535,883,0,2015,1 -66,143516,0.04,0,4251066629,9089,Yes,High School or below,Male,Yes,Married,109,\N,0,2,20,Technology Related Job,25,ND,498,35,No,No,0.18,2488,829,0,2015,2 -66,143516,0.04,0,4251066629,9089,Yes,High School or below,Male,Yes,Married,109,\N,0,2,20,Technology Related Job,25,ND,498,35,No,No,0.18,657,657,0,2015,3 -68,198473,0,0.03,4251018058,9090,Yes,High School or below,Male,No,Single,80,\N,1,4,89,Technology Related Job,202,MT,98,70,No,No,0.71,1869,623,0,2015,1 -68,198473,0,0.03,4251018058,9090,Yes,High School or below,Male,No,Single,80,\N,1,4,89,Technology Related Job,202,MT,98,70,No,No,0.71,1511,755,0,2015,2 -70,3431,0.04,0.03,4251019668,9091,Yes,High School or below,Female,Yes,Married,51,\N,2,6,58,Technology Related Job,378,ME,197,105,No,No,0.24,2613,522,0,2015,1 -70,3431,0.04,0.03,4251019668,9091,Yes,High School or below,Female,Yes,Married,51,\N,2,6,58,Technology Related Job,378,ME,197,105,No,No,0.24,1410,705,0,2015,2 -70,3431,0.04,0.03,4251019668,9091,Yes,High School or below,Female,Yes,Married,51,\N,2,6,58,Technology Related Job,378,ME,197,105,No,No,0.24,929,929,0,2015,3 -18,1460,0.06,0.01,4251042592,9092,Yes,High School or below,Male,Yes,Single,58,\N,1,3,99,Others,238,OK,200,215,No,Yes,0.45,1607,535,1,2015,1 -18,1460,0.06,0.01,4251042592,9092,Yes,High School or below,Male,Yes,Single,58,\N,1,3,99,Others,238,OK,200,215,No,Yes,0.45,2129,532,1,2015,2 -20,56417,0.01,0,4251074733,9093,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,2,5,68,Others,414,NV,300,0,No,No,0.98,5889,736,0,2015,1 -20,56417,0.01,0,4251074733,9093,Yes,Bachelor or equivalent,Female,Yes,Married,29,\N,2,5,68,Others,414,NV,300,0,No,No,0.98,2973,743,0,2015,2 -22,111375,0.05,0,4251066413,9094,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,3,0,37,Technology Related Job,91,MA,399,35,No,No,0.51,5391,1078,0,2015,1 -22,111375,0.05,0,4251066413,9094,Yes,Bachelor or equivalent,Female,Yes,Single,0,\N,3,0,37,Technology Related Job,91,MA,399,35,No,No,0.51,1272,636,0,2015,2 -25,166332,0.01,0.03,4251064268,9095,Yes,Bachelor or equivalent,Female,Yes,Married,91,\N,1,2,7,Technology Related Job,267,IN,498,70,No,No,0.04,3651,608,0,2015,1 -25,166332,0.01,0.03,4251064268,9095,Yes,Bachelor or equivalent,Female,Yes,Married,91,\N,1,2,7,Technology Related Job,267,IN,498,70,No,No,0.04,2979,993,0,2015,2 -41,164361,0.03,0.01,4251021425,9096,Yes,Master or equivalent,Female,Yes,Single,98,\N,3,7,47,Others,127,NJ,2,180,No,No,0.25,2840,568,0,2015,1 -41,164361,0.03,0.01,4251021425,9096,Yes,Master or equivalent,Female,Yes,Single,98,\N,3,7,47,Others,127,NJ,2,180,No,No,0.25,7019,877,0,2015,2 -43,219318,0.06,0.01,4251088594,9097,Yes,Master or equivalent,Female,No,Married,69,\N,0,1,17,Others,303,MN,101,215,No,No,0.79,3267,544,0,2015,1 -43,219318,0.06,0.01,4251088594,9097,Yes,Master or equivalent,Female,No,Married,69,\N,0,1,17,Others,303,MN,101,215,No,No,0.79,2937,587,0,2015,2 -45,24276,0.02,0,4251018922,9098,Yes,PhD or equivalent,Male,Yes,Single,40,\N,2,4,86,Technology Related Job,479,KS,200,0,No,No,0.32,2762,552,0,2015,1 -45,24276,0.02,0,4251018922,9098,Yes,PhD or equivalent,Male,Yes,Single,40,\N,2,4,86,Technology Related Job,479,KS,200,0,No,No,0.32,4355,725,0,2015,2 -47,79233,0.05,0,4251098381,9099,Yes,High School or below,Male,Yes,Married,11,\N,3,6,55,Technology Related Job,156,DE,300,35,No,No,0.85,2824,941,0,2015,1 -47,79233,0.05,0,4251098381,9099,Yes,High School or below,Male,Yes,Married,11,\N,3,6,55,Technology Related Job,156,DE,300,35,No,No,0.85,3693,923,0,2015,2 -77,190134,0.04,0,4251072196,9100,Yes,High School or below,Female,Yes,Married,69,\N,0,3,74,Technology Related Job,328,GA,497,50,No,No,0.3,4265,1066,0,2015,1 -77,190134,0.04,0,4251072196,9100,Yes,High School or below,Female,Yes,Married,69,\N,0,3,74,Technology Related Job,328,GA,497,50,No,No,0.3,4148,829,0,2015,2 -65,132220,0.03,0.01,4251055291,9101,Yes,High School or below,Male,Yes,Married,109,\N,3,5,65,Others,192,LA,402,180,No,No,0.59,3377,675,0,2015,1 -65,132220,0.03,0.01,4251055291,9101,Yes,High School or below,Male,Yes,Married,109,\N,3,5,65,Others,192,LA,402,180,No,No,0.59,4749,678,0,2015,2 -67,187177,0.07,0.01,4251026432,9102,Yes,High School or below,Female,Yes,Single,80,\N,0,0,34,Others,368,GA,2,215,No,No,0.12,6043,604,0,2015,1 -67,187177,0.07,0.01,4251026432,9102,Yes,High School or below,Female,Yes,Single,80,\N,0,0,34,Others,368,GA,2,215,No,No,0.12,1476,369,0,2015,2 -69,242135,0.02,0,4251036729,9103,No,High School or below,Female,No,Married,51,\N,1,2,4,Technology Related Job,45,AZ,101,0,No,Yes,0.65,1220,610,0,2015,1 -69,242135,0.02,0,4251036729,9103,No,High School or below,Female,No,Married,51,\N,1,2,4,Technology Related Job,45,AZ,101,0,No,Yes,0.65,1279,1279,0,2015,2 -32,103035,0.01,0.01,4251057380,9104,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,2,7,22,Technology Related Job,217,CA,298,15,No,No,0.11,8615,783,0,2015,1 -32,103035,0.01,0.01,4251057380,9104,Yes,Bachelor or equivalent,Male,Yes,Married,108,\N,2,7,22,Technology Related Job,217,CA,298,15,No,No,0.11,5383,897,0,2015,2 -34,157992,0.04,0,4251012280,9105,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,3,2,92,Non-technology Related Job,393,WA,397,50,No,Yes,0.64,4225,704,0,2015,1 -34,157992,0.04,0,4251012280,9105,Yes,Bachelor or equivalent,Female,Yes,Single,79,\N,3,2,92,Non-technology Related Job,393,WA,397,50,No,Yes,0.64,3648,912,0,2015,2 -22,100078,0.04,0.01,4251026164,9106,Yes,Bachelor or equivalent,Male,Yes,Single,0,\N,2,4,83,Others,257,CA,303,180,No,No,0.92,3807,761,0,2015,1 -22,100078,0.04,0.01,4251026164,9106,Yes,Bachelor or equivalent,Male,Yes,Single,0,\N,2,4,83,Others,257,CA,303,180,No,No,0.92,1876,625,0,2015,2 -24,155036,0.07,0,4251078605,9107,Yes,Master or equivalent,Male,Yes,Single,90,\N,3,6,52,Others,433,WV,402,215,No,No,0.45,1035,517,0,2015,1 -24,155036,0.07,0,4251078605,9107,Yes,Master or equivalent,Male,Yes,Single,90,\N,3,6,52,Others,433,WV,402,215,No,No,0.45,6731,961,0,2015,2 -54,15936,0.05,0.01,4251038455,9108,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,3,71,Technology Related Job,106,WY,99,230,No,Yes,0.91,3819,545,0,2015,1 -54,15936,0.05,0.01,4251038455,9108,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,3,71,Technology Related Job,106,WY,99,230,No,Yes,0.91,3050,762,0,2015,2 -54,15936,0.05,0.01,4251038455,9108,Yes,Master or equivalent,Female,Yes,Married,28,\N,0,3,71,Technology Related Job,106,WY,99,230,No,Yes,0.91,394,394,0,2015,3 -56,70894,0.01,0,4251064134,9109,Yes,PhD or equivalent,Female,No,Single,119,\N,2,6,40,Technology Related Job,282,TN,199,15,No,No,0.44,3936,562,0,2015,1 -56,70894,0.01,0,4251064134,9109,Yes,PhD or equivalent,Female,No,Single,119,\N,2,6,40,Technology Related Job,282,TN,199,15,No,No,0.44,2880,960,0,2015,2 -58,125851,0.05,0,4251097404,9110,Yes,High School or below,Male,Yes,Single,90,\N,3,0,9,Non-technology Related Job,458,OH,298,50,No,No,0.97,3007,1002,0,2015,1 -58,125851,0.05,0,4251097404,9110,Yes,High School or below,Male,Yes,Single,90,\N,3,0,9,Non-technology Related Job,458,OH,298,50,No,No,0.97,2943,981,0,2015,2 -46,67937,0.04,0.01,4251021458,9111,Yes,High School or below,Female,Yes,Single,10,\N,1,2,1,Others,322,TN,204,180,No,No,0.26,6890,626,0,2015,1 -46,67937,0.04,0.01,4251021458,9111,Yes,High School or below,Female,Yes,Single,10,\N,1,2,1,Others,322,TN,204,180,No,No,0.26,1397,349,0,2015,2 -77,178838,0.02,0.01,4251038871,9112,Yes,High School or below,Male,Yes,Single,68,\N,3,7,19,Technology Related Job,495,UT,401,195,No,No,0.71,3280,468,0,2015,1 -79,233795,0.06,0.01,4251078812,9113,Yes,High School or below,Male,Yes,Married,39,\N,0,2,89,Technology Related Job,171,OR,0,230,No,No,0.24,2043,510,0,2015,1 -79,233795,0.06,0.01,4251078812,9113,Yes,High School or below,Male,Yes,Married,39,\N,0,2,89,Technology Related Job,171,OR,0,230,No,No,0.24,5597,799,0,2015,2 -13,38752,0.02,0,4251062062,9114,Yes,High School or below,Female,Yes,Single,10,\N,1,4,58,Technology Related Job,347,NJ,99,15,No,No,0.78,3764,752,0,2015,1 -13,38752,0.02,0,4251062062,9114,Yes,High School or below,Female,Yes,Single,10,\N,1,4,58,Technology Related Job,347,NJ,99,15,No,No,0.78,3738,747,0,2015,2 -15,93710,0.05,0,4251054215,9115,Yes,Bachelor or equivalent,Female,No,Married,101,\N,2,6,27,Non-technology Related Job,23,MI,198,50,No,No,0.31,5050,1010,0,2015,1 -15,93710,0.05,0,4251054215,9115,Yes,Bachelor or equivalent,Female,No,Married,101,\N,2,6,27,Non-technology Related Job,23,MI,198,50,No,No,0.31,2541,635,0,2015,2 -31,91739,0.07,0.02,4251035960,9116,Yes,Bachelor or equivalent,Female,Yes,Single,108,\N,1,3,68,Technology Related Job,384,RI,202,160,No,No,0.52,2708,902,0,2015,1 -31,91739,0.07,0.02,4251035960,9116,Yes,Bachelor or equivalent,Female,Yes,Single,108,\N,1,3,68,Technology Related Job,384,RI,202,160,No,No,0.52,6449,806,0,2015,2 -33,146696,0.03,0.01,4251087896,9117,Yes,Bachelor or equivalent,Female,Yes,Married,79,\N,2,5,37,Technology Related Job,60,NY,301,195,No,No,0.05,5890,841,0,2015,1 -33,146696,0.03,0.01,4251087896,9117,Yes,Bachelor or equivalent,Female,Yes,Married,79,\N,2,5,37,Technology Related Job,60,NY,301,195,No,No,0.05,2577,859,0,2015,2 -35,201654,0.06,0.01,4251027163,9118,Yes,Master or equivalent,Male,Yes,Single,50,\N,3,0,6,Technology Related Job,236,MS,400,230,No,No,0.58,3297,549,0,2015,1 -35,201654,0.06,0.01,4251027163,9118,Yes,Master or equivalent,Male,Yes,Single,50,\N,3,0,6,Technology Related Job,236,MS,400,230,No,No,0.58,4456,891,0,2015,2 -35,201654,0.06,0.01,4251027163,9118,Yes,Master or equivalent,Male,Yes,Single,50,\N,3,0,6,Technology Related Job,236,MS,400,230,No,No,0.58,914,914,0,2015,3 -37,6611,0.02,0,4251089999,9119,Yes,Master or equivalent,Male,Yes,Married,21,\N,1,2,76,Technology Related Job,412,KY,0,15,No,No,0.11,3505,438,0,2015,1 -37,6611,0.02,0,4251089999,9119,Yes,Master or equivalent,Male,Yes,Married,21,\N,1,2,76,Technology Related Job,412,KY,0,15,No,No,0.11,2021,505,0,2015,2 -53,4640,0.04,0.02,4251028441,9120,Yes,High School or below,Male,No,Single,28,\N,3,7,16,Technology Related Job,272,ND,3,125,Yes,No,0.32,1722,861,0,2015,1 -53,4640,0.04,0.02,4251028441,9120,Yes,High School or below,Male,No,Single,28,\N,3,7,16,Technology Related Job,272,ND,3,125,Yes,No,0.32,2460,615,0,2015,2 -55,59598,0,0.02,4251037900,9121,Yes,High School or below,Male,Yes,Married,119,\N,0,1,86,Technology Related Job,449,MT,102,160,No,No,0.85,5564,794,0,2015,1 -55,59598,0,0.02,4251037900,9121,Yes,High School or below,Male,Yes,Married,119,\N,0,1,86,Technology Related Job,449,MT,102,160,No,No,0.85,3209,641,0,2015,2 -55,59598,0,0.02,4251037900,9121,Yes,High School or below,Male,Yes,Married,119,\N,0,1,86,Technology Related Job,449,MT,102,160,No,No,0.85,1098,1098,0,2015,3 -58,114555,0.03,0.01,4251048025,9122,Yes,High School or below,Female,Yes,Single,90,\N,2,4,55,Technology Related Job,125,ME,202,195,No,No,0.38,7199,899,0,2015,1 -58,114555,0.03,0.01,4251048025,9122,Yes,High School or below,Female,Yes,Single,90,\N,2,4,55,Technology Related Job,125,ME,202,195,No,No,0.38,2918,729,0,2015,2 -60,169512,0.07,0.01,4251055426,9123,Yes,High School or below,Female,Yes,Married,61,\N,3,6,24,Technology Related Job,301,ID,301,230,Yes,No,0.91,4261,852,0,2015,1 -60,169512,0.07,0.01,4251055426,9123,Yes,High School or below,Female,Yes,Married,61,\N,3,6,24,Technology Related Job,301,ID,301,230,Yes,No,0.91,2640,660,0,2015,2 -76,167541,0.01,0.02,4251042309,9124,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,1,3,65,Technology Related Job,161,NV,304,90,No,No,0.12,2071,690,0,2015,1 -76,167541,0.01,0.02,4251042309,9124,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,1,3,65,Technology Related Job,161,NV,304,90,No,No,0.12,5127,1025,0,2015,2 -78,222499,0.05,0.02,4251055986,9125,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,3,5,34,Technology Related Job,338,MA,404,125,No,No,0.65,4187,1046,0,2015,1 -78,222499,0.05,0.02,4251055986,9125,Yes,Bachelor or equivalent,Female,Yes,Married,39,\N,3,5,34,Technology Related Job,338,MA,404,125,No,No,0.65,5306,1061,0,2015,2 -12,27456,0,0.02,4251059808,9126,Yes,Bachelor or equivalent,Female,No,Single,10,\N,0,0,4,Technology Related Job,14,IN,3,160,No,No,0.19,2337,389,0,2015,1 -12,27456,0,0.02,4251059808,9126,Yes,Bachelor or equivalent,Female,No,Single,10,\N,0,0,4,Technology Related Job,14,IN,3,160,No,No,0.19,4571,914,0,2015,2 -14,82414,0.04,0.01,4251024219,9127,Yes,Bachelor or equivalent,Male,Yes,Married,101,\N,1,2,73,Technology Related Job,190,CO,102,195,No,No,0.72,1437,359,0,2015,1 -14,82414,0.04,0.01,4251024219,9127,Yes,Bachelor or equivalent,Male,Yes,Married,101,\N,1,2,73,Technology Related Job,190,CO,102,195,No,No,0.72,4218,703,0,2015,2 -16,137371,0.07,0.01,4251037745,9128,Yes,Master or equivalent,Male,Yes,Single,71,\N,2,4,42,Technology Related Job,366,WI,202,230,No,No,0.25,1536,768,0,2015,1 -16,137371,0.07,0.01,4251037745,9128,Yes,Master or equivalent,Male,Yes,Single,71,\N,2,4,42,Technology Related Job,366,WI,202,230,No,No,0.25,3074,768,0,2015,2 -32,135400,0.01,0.02,4251071500,9129,Yes,High School or below,Male,Yes,Married,79,\N,1,1,83,Technology Related Job,226,KS,205,90,No,No,0.46,4855,971,0,2015,1 -32,135400,0.01,0.02,4251071500,9129,Yes,High School or below,Male,Yes,Married,79,\N,1,1,83,Technology Related Job,226,KS,205,90,No,No,0.46,2076,692,0,2015,2 -34,190358,0.05,0.02,4251078674,9130,Yes,High School or below,Male,Yes,Single,50,\N,2,4,52,Technology Related Job,403,DE,304,125,No,Yes,0.99,4771,681,0,2015,1 -34,190358,0.05,0.02,4251078674,9130,Yes,High School or below,Male,Yes,Single,50,\N,2,4,52,Technology Related Job,403,DE,304,125,No,Yes,0.99,1769,589,0,2015,2 -36,245315,0.01,0.02,4251035096,9131,Yes,High School or below,Female,Yes,Married,21,\N,3,6,21,Technology Related Job,79,AL,404,160,No,No,0.52,2345,586,0,2015,1 -36,245315,0.01,0.02,4251035096,9131,Yes,High School or below,Female,Yes,Married,21,\N,3,6,21,Technology Related Job,79,AL,404,160,No,No,0.52,2135,1067,0,2015,2 -39,50272,0.04,0.01,4251022576,9132,Yes,High School or below,Female,No,Single,111,\N,0,0,91,Technology Related Job,255,UT,3,195,No,No,0.05,1574,787,1,2015,1 -39,50272,0.04,0.01,4251022576,9132,Yes,High School or below,Female,No,Single,111,\N,0,0,91,Technology Related Job,255,UT,3,195,No,No,0.05,3330,555,1,2015,2 -54,48301,0.06,0.03,4251046730,9133,Yes,High School or below,Female,No,Married,119,\N,3,5,31,Technology Related Job,115,HI,6,55,No,No,0.26,4375,729,0,2015,1 -54,48301,0.06,0.03,4251046730,9133,Yes,High School or below,Female,No,Married,119,\N,3,5,31,Technology Related Job,115,HI,6,55,No,No,0.26,4596,919,0,2015,2 -57,103259,0.02,0.02,4251046977,9134,Yes,High School or below,Female,Yes,Single,90,\N,0,7,1,Technology Related Job,292,AZ,106,90,No,No,0.79,3353,838,0,2015,1 -57,103259,0.02,0.02,4251046977,9134,Yes,High School or below,Female,Yes,Single,90,\N,0,7,1,Technology Related Job,292,AZ,106,90,No,No,0.79,2967,593,0,2015,2 -59,158216,0.06,0.02,4251090406,9135,Yes,Bachelor or equivalent,Male,Yes,Married,61,\N,1,2,70,Technology Related Job,468,VA,205,125,No,No,0.32,5189,741,0,2015,1 -59,158216,0.06,0.02,4251090406,9135,Yes,Bachelor or equivalent,Male,Yes,Married,61,\N,1,2,70,Technology Related Job,468,VA,205,125,No,No,0.32,3622,724,0,2015,2 -61,213174,0.01,0.02,4251084205,9136,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,3,4,39,Technology Related Job,144,PA,304,160,No,No,0.85,2938,587,0,2015,1 -61,213174,0.01,0.02,4251084205,9136,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,3,4,39,Technology Related Job,144,PA,304,160,No,No,0.85,4182,597,0,2015,2 -23,74074,0.07,0.02,4251013857,9137,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,0,1,58,Non-technology Related Job,316,SC,1,175,No,No,0.31,4356,726,1,2015,1 -23,74074,0.07,0.02,4251013857,9137,Yes,Bachelor or equivalent,Female,Yes,Single,89,\N,0,1,58,Non-technology Related Job,316,SC,1,175,No,No,0.31,3434,572,1,2015,2 -79,16160,0.07,0.03,4251048485,9138,Yes,Master or equivalent,Male,Yes,Single,10,\N,2,3,49,Technology Related Job,180,WV,407,55,No,No,0.6,558,279,0,2015,1 -79,16160,0.07,0.03,4251048485,9138,Yes,Master or equivalent,Male,Yes,Single,10,\N,2,3,49,Technology Related Job,180,WV,407,55,No,No,0.6,1042,1042,0,2015,2 -79,16160,0.07,0.03,4251048485,9138,Yes,Master or equivalent,Male,Yes,Single,10,\N,2,3,49,Technology Related Job,180,WV,407,55,No,No,0.6,542,542,0,2015,3 -13,71118,0.03,0.02,4251073830,9139,Yes,PhD or equivalent,Male,No,Married,101,\N,0,6,18,Technology Related Job,357,SD,6,90,No,No,0.13,4076,815,0,2015,1 -13,71118,0.03,0.02,4251073830,9139,Yes,PhD or equivalent,Male,No,Married,101,\N,0,6,18,Technology Related Job,357,SD,6,90,No,No,0.13,3178,635,0,2015,2 -15,126075,0.06,0.02,4251096745,9140,Yes,High School or below,Female,Yes,Married,71,\N,1,0,88,Technology Related Job,33,NC,106,125,No,No,0.66,5043,630,1,2015,1 -15,126075,0.06,0.02,4251096745,9140,Yes,High School or below,Female,Yes,Married,71,\N,1,0,88,Technology Related Job,33,NC,106,125,No,No,0.66,3295,549,1,2015,2 -46,236975,0.04,0.02,4251051077,9141,Yes,High School or below,Male,Yes,Single,9,\N,2,5,6,Non-technology Related Job,205,OH,303,140,Yes,No,0.11,3515,703,0,2015,1 -46,236975,0.04,0.02,4251051077,9141,Yes,High School or below,Male,Yes,Single,9,\N,2,5,6,Non-technology Related Job,205,OH,303,140,Yes,No,0.11,4594,918,0,2015,2 -48,41933,0,0.02,4251009176,9142,Yes,High School or below,Male,Yes,Single,100,\N,3,0,76,Non-technology Related Job,382,NV,402,175,No,No,0.64,4439,634,0,2015,1 -48,41933,0,0.02,4251009176,9142,Yes,High School or below,Male,Yes,Single,100,\N,3,0,76,Non-technology Related Job,382,NV,402,175,No,No,0.64,4983,830,0,2015,2 -36,234019,0.07,0.03,4251070839,9143,Yes,High School or below,Female,No,Single,20,\N,2,2,67,Technology Related Job,246,OH,308,55,No,No,0.93,2832,708,1,2015,1 -36,234019,0.07,0.03,4251070839,9143,Yes,High School or below,Female,No,Single,20,\N,2,2,67,Technology Related Job,246,OH,308,55,No,No,0.93,5169,646,1,2015,2 -38,38976,0.03,0.02,4251033467,9144,Yes,High School or below,Male,Yes,Married,111,\N,3,4,36,Technology Related Job,422,NV,407,90,No,No,0.46,4902,817,0,2015,1 -38,38976,0.03,0.02,4251033467,9144,Yes,High School or below,Male,Yes,Married,111,\N,3,4,36,Technology Related Job,422,NV,407,90,No,No,0.46,3101,775,0,2015,2 -68,149877,0.01,0.03,4251043452,9145,Yes,High School or below,Female,Yes,Single,49,\N,0,1,55,Non-technology Related Job,94,NJ,104,105,No,No,0.92,1158,231,0,2015,1 -68,149877,0.01,0.03,4251043452,9145,Yes,High School or below,Female,Yes,Single,49,\N,0,1,55,Non-technology Related Job,94,NJ,104,105,No,No,0.92,334,334,0,2015,2 -70,204834,0.05,0.02,4251039118,9146,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,2,4,24,Non-technology Related Job,270,MI,203,140,No,No,0.45,4492,898,0,2015,1 -70,204834,0.05,0.02,4251039118,9146,Yes,Bachelor or equivalent,Female,Yes,Single,20,\N,2,4,24,Non-technology Related Job,270,MI,203,140,No,No,0.45,1673,557,0,2015,2 -72,9792,0,0.02,4251024760,9147,Yes,Bachelor or equivalent,Male,Yes,Married,111,\N,3,6,93,Non-technology Related Job,447,IA,302,175,No,No,0.98,2896,724,0,2015,1 -72,9792,0,0.02,4251024760,9147,Yes,Bachelor or equivalent,Male,Yes,Married,111,\N,3,6,93,Non-technology Related Job,447,IA,302,175,No,No,0.98,4991,831,0,2015,2 -72,9792,0,0.02,4251024760,9147,Yes,Bachelor or equivalent,Male,Yes,Married,111,\N,3,6,93,Non-technology Related Job,447,IA,302,175,No,No,0.98,804,804,0,2015,3 -60,201878,0,0.03,4251090113,9148,Yes,Master or equivalent,Female,Yes,Married,31,\N,1,0,85,Technology Related Job,311,MN,208,55,No,No,0.26,4866,973,0,2015,1 -60,201878,0,0.03,4251090113,9148,Yes,Master or equivalent,Female,Yes,Married,31,\N,1,0,85,Technology Related Job,311,MN,208,55,No,No,0.26,1821,364,0,2015,2 -60,201878,0,0.03,4251090113,9148,Yes,Master or equivalent,Female,Yes,Married,31,\N,1,0,85,Technology Related Job,311,MN,208,55,No,No,0.26,1166,1166,0,2015,3 -22,62778,0.06,0.03,4251034209,9149,Yes,Master or equivalent,Male,No,Married,89,\N,3,5,3,Technology Related Job,483,MS,405,70,No,No,0.72,7228,803,0,2015,1 -22,62778,0.06,0.03,4251034209,9149,Yes,Master or equivalent,Male,No,Married,89,\N,3,5,3,Technology Related Job,483,MS,405,70,No,No,0.72,2472,412,0,2015,2 -25,117735,0.02,0.03,4251073219,9150,Yes,PhD or equivalent,Male,Yes,Single,60,\N,0,0,73,Non-technology Related Job,159,KY,4,105,No,No,0.25,3733,746,0,2015,1 -25,117735,0.02,0.03,4251073219,9150,Yes,PhD or equivalent,Male,Yes,Single,60,\N,0,0,73,Non-technology Related Job,159,KY,4,105,No,No,0.25,2454,613,0,2015,2 -27,172693,0.05,0.02,4251065604,9151,Yes,High School or below,Male,Yes,Married,31,\N,1,2,42,Non-technology Related Job,336,GA,104,140,No,No,0.78,6589,732,0,2015,1 -27,172693,0.05,0.02,4251065604,9151,Yes,High School or below,Male,Yes,Married,31,\N,1,2,42,Non-technology Related Job,336,GA,104,140,No,No,0.78,581,581,0,2015,2 -29,227650,0.01,0.02,4251083475,9152,Yes,High School or below,Female,Yes,Single,2,\N,2,4,11,Non-technology Related Job,12,AK,203,175,No,No,0.31,8281,920,0,2015,1 -29,227650,0.01,0.02,4251083475,9152,Yes,High School or below,Female,Yes,Single,2,\N,2,4,11,Non-technology Related Job,12,AK,203,175,No,No,0.31,1426,356,0,2015,2 -29,227650,0.01,0.02,4251083475,9152,Yes,High School or below,Female,Yes,Single,2,\N,2,4,11,Non-technology Related Job,12,AK,203,175,No,No,0.31,1082,1082,0,2015,3 -45,225679,0.03,0.03,4251039984,9153,Yes,High School or below,Male,Yes,Married,9,\N,1,1,52,Technology Related Job,372,ME,206,35,No,No,0.52,569,569,0,2015,1 -45,225679,0.03,0.03,4251039984,9153,Yes,High School or below,Male,Yes,Married,9,\N,1,1,52,Technology Related Job,372,ME,206,35,No,No,0.52,4137,827,0,2015,2 -47,30637,0.07,0.03,4251023414,9154,Yes,High School or below,Female,Yes,Single,100,\N,2,4,21,Technology Related Job,48,ID,306,70,No,No,0.05,1072,1072,0,2015,1 -47,30637,0.07,0.03,4251023414,9154,Yes,High School or below,Female,Yes,Single,100,\N,2,4,21,Technology Related Job,48,ID,306,70,No,No,0.05,1640,546,0,2015,2 -49,85594,0.02,0.03,4251060568,9155,Yes,High School or below,Female,No,Married,71,\N,3,6,90,Non-technology Related Job,224,AR,405,105,No,No,0.58,3906,976,0,2015,1 -49,85594,0.02,0.03,4251060568,9155,Yes,High School or below,Female,No,Married,71,\N,3,6,90,Non-technology Related Job,224,AR,405,105,No,No,0.58,5117,852,0,2015,2 -51,140552,0.06,0.02,4251032249,9156,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,0,0,60,Non-technology Related Job,401,WA,4,140,No,No,0.12,3525,1175,0,2015,1 -51,140552,0.06,0.02,4251032249,9156,Yes,Bachelor or equivalent,Male,Yes,Single,42,\N,0,0,60,Non-technology Related Job,401,WA,4,140,No,No,0.12,3442,860,0,2015,2 -67,138581,0,0,4251027932,9157,Yes,Bachelor or equivalent,Female,Yes,Married,49,\N,3,5,0,Technology Related Job,261,IN,8,0,No,Yes,0.33,5917,845,0,2015,1 -67,138581,0,0,4251027932,9157,Yes,Bachelor or equivalent,Female,Yes,Married,49,\N,3,5,0,Technology Related Job,261,IN,8,0,No,Yes,0.33,2811,562,0,2015,2 -69,193538,0.04,0.03,4251028424,9158,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,0,7,70,Technology Related Job,437,CO,107,35,No,No,0.86,2642,660,0,2015,1 -69,193538,0.04,0.03,4251028424,9158,Yes,Bachelor or equivalent,Male,Yes,Single,20,\N,0,7,70,Technology Related Job,437,CO,107,35,No,No,0.86,2075,691,0,2015,2 -72,248496,0.07,0.03,4251035980,9159,Yes,Master or equivalent,Male,Yes,Married,111,\N,1,2,39,Non-technology Related Job,113,WI,206,70,No,No,0.39,6391,1065,0,2015,1 -72,248496,0.07,0.03,4251035980,9159,Yes,Master or equivalent,Male,Yes,Married,111,\N,1,2,39,Non-technology Related Job,113,WI,206,70,No,No,0.39,5855,836,0,2015,2 -74,53453,0.03,0.03,4251083982,9160,Yes,Master or equivalent,Female,Yes,Single,82,\N,3,4,8,Non-technology Related Job,290,TN,306,105,No,No,0.92,5507,688,0,2015,1 -74,53453,0.03,0.03,4251083982,9160,Yes,Master or equivalent,Female,Yes,Single,82,\N,3,4,8,Non-technology Related Job,290,TN,306,105,No,No,0.92,8813,801,0,2015,2 -76,108410,0.06,0.02,4251033663,9161,Yes,PhD or equivalent,Female,No,Married,52,\N,0,6,78,Non-technology Related Job,466,ND,405,140,No,No,0.45,3729,532,0,2015,1 -76,108410,0.06,0.02,4251033663,9161,Yes,PhD or equivalent,Female,No,Married,52,\N,0,6,78,Non-technology Related Job,466,ND,405,140,No,No,0.45,6104,763,0,2015,2 -24,106439,0,0,4251084662,9162,Yes,High School or below,Female,No,Single,60,\N,2,3,18,Technology Related Job,326,AL,408,0,No,No,0.66,2196,732,0,2015,1 -24,106439,0,0,4251084662,9162,Yes,High School or below,Female,No,Single,60,\N,2,3,18,Technology Related Job,326,AL,408,0,No,No,0.66,7916,659,0,2015,2 -26,161397,0.04,0.03,4251016430,9163,Yes,High School or below,Female,Yes,Married,31,\N,0,6,87,Technology Related Job,2,UT,8,35,No,No,0.19,4417,631,0,2015,1 -26,161397,0.04,0.03,4251016430,9163,Yes,High School or below,Female,Yes,Married,31,\N,0,6,87,Technology Related Job,2,UT,8,35,No,No,0.19,1573,393,0,2015,2 -28,216354,0,0.03,4251071432,9164,Yes,High School or below,Female,Yes,Single,1,\N,1,0,57,Non-technology Related Job,178,OK,107,70,No,No,0.72,3167,527,0,2015,1 -28,216354,0,0.03,4251071432,9164,Yes,High School or below,Female,Yes,Single,1,\N,1,0,57,Non-technology Related Job,178,OK,107,70,No,No,0.72,2638,879,0,2015,2 -30,21312,0.03,0.03,4251076831,9165,Yes,High School or below,Male,Yes,Married,92,\N,2,2,26,Non-technology Related Job,355,NH,206,105,No,No,0.25,3407,681,0,2015,1 -30,21312,0.03,0.03,4251076831,9165,Yes,High School or below,Male,Yes,Married,92,\N,2,2,26,Non-technology Related Job,355,NH,206,105,No,No,0.25,2727,909,0,2015,2 -46,19341,0.05,0,4251055633,9166,Yes,Bachelor or equivalent,Female,No,Single,100,\N,1,7,67,Technology Related Job,215,VA,210,215,No,No,0.46,2645,529,1,2015,1 -46,19341,0.05,0,4251055633,9166,Yes,Bachelor or equivalent,Female,No,Single,100,\N,1,7,67,Technology Related Job,215,VA,210,215,No,No,0.46,3204,640,1,2015,2 -48,74298,0.01,0,4251092664,9167,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,2,2,36,Technology Related Job,391,RI,309,0,No,No,0.99,3112,1037,0,2015,1 -48,74298,0.01,0,4251092664,9167,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,2,2,36,Technology Related Job,391,RI,309,0,No,No,0.99,5638,939,0,2015,2 -48,74298,0.01,0,4251092664,9167,Yes,Bachelor or equivalent,Male,Yes,Married,71,\N,2,2,36,Technology Related Job,391,RI,309,0,No,No,0.99,741,741,0,2015,3 -50,129256,0.05,0.03,4251042271,9168,Yes,Bachelor or equivalent,Male,No,Single,41,\N,3,4,5,Technology Related Job,67,NM,408,35,No,Yes,0.53,4360,872,0,2015,1 -50,129256,0.05,0.03,4251042271,9168,Yes,Bachelor or equivalent,Male,No,Single,41,\N,3,4,5,Technology Related Job,67,NM,408,35,No,Yes,0.53,4885,977,0,2015,2 -53,184213,0,0.03,4251091055,9169,Yes,Bachelor or equivalent,Female,Yes,Married,12,\N,0,6,75,Non-technology Related Job,243,MS,8,70,No,No,0.06,4141,828,0,2015,1 -53,184213,0,0.03,4251091055,9169,Yes,Bachelor or equivalent,Female,Yes,Married,12,\N,0,6,75,Non-technology Related Job,243,MS,8,70,No,No,0.06,3037,1012,0,2015,2 -68,182242,0.02,0.01,4251084498,9170,Yes,PhD or equivalent,Male,Yes,Single,20,\N,3,3,15,Technology Related Job,104,SD,11,180,No,No,0.27,5732,818,0,2015,1 -68,182242,0.02,0.01,4251084498,9170,Yes,PhD or equivalent,Male,Yes,Single,20,\N,3,3,15,Technology Related Job,104,SD,11,180,No,No,0.27,1923,641,0,2015,2 -68,182242,0.02,0.01,4251084498,9170,Yes,PhD or equivalent,Male,Yes,Single,20,\N,3,3,15,Technology Related Job,104,SD,11,180,No,No,0.27,9,9,0,2015,3 -71,237199,0.06,0,4251011260,9171,Yes,High School or below,Female,Yes,Married,111,\N,0,6,84,Technology Related Job,280,NC,110,215,No,No,0.8,2145,536,0,2015,1 -71,237199,0.06,0,4251011260,9171,Yes,High School or below,Female,Yes,Married,111,\N,0,6,84,Technology Related Job,280,NC,110,215,No,No,0.8,2522,840,0,2015,2 -73,42157,0.01,0,4251032787,9172,Yes,High School or below,Female,No,Single,81,\N,1,0,54,Technology Related Job,456,MT,210,0,Yes,No,0.33,5652,942,0,2015,1 -73,42157,0.01,0,4251032787,9172,Yes,High School or below,Female,No,Single,81,\N,1,0,54,Technology Related Job,456,MT,210,0,Yes,No,0.33,3717,929,0,2015,2 -75,97114,0.05,0.03,4251056112,9173,Yes,High School or below,Male,Yes,Single,52,\N,3,2,23,Technology Related Job,132,ME,309,35,No,No,0.86,3673,734,0,2015,1 -75,97114,0.05,0.03,4251056112,9173,Yes,High School or below,Male,Yes,Single,52,\N,3,2,23,Technology Related Job,132,ME,309,35,No,No,0.86,3236,462,0,2015,2 -37,208015,0.03,0,4251010156,9174,Yes,High School or below,Female,No,Married,110,\N,0,0,42,Non-technology Related Job,305,MD,6,50,No,No,0.32,3643,520,0,2015,1 -37,208015,0.03,0,4251010156,9174,Yes,High School or below,Female,No,Married,110,\N,0,0,42,Non-technology Related Job,305,MD,6,50,No,No,0.32,2703,540,0,2015,2 -25,150101,0.03,0.01,4251062207,9175,Yes,High School or below,Male,Yes,Married,30,\N,2,2,33,Technology Related Job,169,NV,412,180,No,No,0.6,3758,939,0,2015,1 -25,150101,0.03,0.01,4251062207,9175,Yes,High School or below,Male,Yes,Married,30,\N,2,2,33,Technology Related Job,169,NV,412,180,No,No,0.6,620,206,0,2015,2 -27,205058,0.06,0,4251023112,9176,No,Bachelor or equivalent,Male,Yes,Married,1,\N,0,4,2,Technology Related Job,345,MA,11,215,No,No,0.13,2433,486,0,2015,1 -27,205058,0.06,0,4251023112,9176,No,Bachelor or equivalent,Male,Yes,Married,1,\N,0,4,2,Technology Related Job,345,MA,11,215,No,No,0.13,7567,756,0,2015,2 -27,205058,0.06,0,4251023112,9176,No,Bachelor or equivalent,Male,Yes,Married,1,\N,0,4,2,Technology Related Job,345,MA,11,215,No,No,0.13,1650,825,0,2015,3 -29,10016,0.02,0,4251088886,9177,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,1,6,72,Technology Related Job,21,IL,110,0,No,No,0.66,4698,939,0,2015,1 -29,10016,0.02,0,4251088886,9177,Yes,Bachelor or equivalent,Female,Yes,Single,92,\N,1,6,72,Technology Related Job,21,IL,110,0,No,No,0.66,7318,914,0,2015,2 -60,120916,0,0,4251076918,9178,Yes,Bachelor or equivalent,Male,No,Married,30,\N,2,4,90,Non-technology Related Job,194,IA,307,15,No,No,0.12,1996,332,0,2015,1 -60,120916,0,0,4251076918,9178,Yes,Bachelor or equivalent,Male,No,Married,30,\N,2,4,90,Non-technology Related Job,194,IA,307,15,No,No,0.12,2844,948,0,2015,2 -62,175873,0.04,0,4251034426,9179,Yes,Bachelor or equivalent,Male,Yes,Married,1,\N,3,6,60,Non-technology Related Job,370,DE,406,50,No,No,0.65,4379,729,1,2015,1 -62,175873,0.04,0,4251034426,9179,Yes,Bachelor or equivalent,Male,Yes,Married,1,\N,3,6,60,Non-technology Related Job,370,DE,406,50,No,No,0.65,5938,848,1,2015,2 -50,117959,0.03,0,4251056170,9180,Yes,Master or equivalent,Female,Yes,Married,41,\N,2,0,51,Technology Related Job,234,IA,312,180,No,No,0.94,2878,479,0,2015,1 -50,117959,0.03,0,4251056170,9180,Yes,Master or equivalent,Female,Yes,Married,41,\N,2,0,51,Technology Related Job,234,IA,312,180,No,No,0.94,1939,646,0,2015,2 -52,172917,0.07,0,4251037610,9181,Yes,PhD or equivalent,Female,Yes,Single,12,\N,3,2,20,Technology Related Job,410,DE,411,215,No,No,0.47,4836,690,0,2015,1 -52,172917,0.07,0,4251037610,9181,Yes,PhD or equivalent,Female,Yes,Single,12,\N,3,2,20,Technology Related Job,410,DE,411,215,No,No,0.47,2655,885,0,2015,2 -54,227874,0.02,0,4251066919,9182,Yes,High School or below,Male,Yes,Married,103,\N,0,4,90,Technology Related Job,86,AL,11,249,No,No,0,4716,589,0,2015,1 -54,227874,0.02,0,4251066919,9182,Yes,High School or below,Male,Yes,Married,103,\N,0,4,90,Technology Related Job,86,AL,11,249,No,No,0,2874,958,0,2015,2 -16,88775,0.01,0,4251056945,9183,Yes,High School or below,Female,Yes,Married,41,\N,1,2,8,Non-technology Related Job,259,AK,208,14,No,No,0.45,3380,563,0,2015,1 -16,88775,0.01,0,4251056945,9183,Yes,High School or below,Female,Yes,Married,41,\N,1,2,8,Non-technology Related Job,259,AK,208,14,No,No,0.45,4063,1015,0,2015,2 -18,143732,0.04,0,4251018311,9184,Yes,High School or below,Female,No,Single,12,\N,3,4,77,Non-technology Related Job,435,VT,307,49,No,No,0.98,4848,808,1,2015,1 -18,143732,0.04,0,4251018311,9184,Yes,High School or below,Female,No,Single,12,\N,3,4,77,Non-technology Related Job,435,VT,307,49,No,No,0.98,2340,585,1,2015,2 -74,85818,0.04,0,4251060354,9185,Yes,High School or below,Male,No,Single,52,\N,1,6,69,Technology Related Job,299,AZ,213,179,No,No,0.27,2189,547,0,2015,1 -74,85818,0.04,0,4251060354,9185,Yes,High School or below,Male,No,Single,52,\N,1,6,69,Technology Related Job,299,AZ,213,179,No,No,0.27,5997,666,0,2015,2 -76,140776,0.07,0,4251070125,9186,Yes,High School or below,Female,Yes,Married,23,\N,2,0,38,Technology Related Job,475,VT,312,214,No,No,0.8,758,758,0,2015,1 -76,140776,0.07,0,4251070125,9186,Yes,High School or below,Female,Yes,Married,23,\N,2,0,38,Technology Related Job,475,VT,312,214,No,No,0.8,3937,787,0,2015,2 -39,1676,0.06,0,4251063277,9187,Yes,Bachelor or equivalent,Male,Yes,Married,81,\N,0,6,57,Non-technology Related Job,148,WA,9,229,No,No,0.26,8435,937,0,2015,1 -39,1676,0.06,0,4251063277,9187,Yes,Bachelor or equivalent,Male,Yes,Married,81,\N,0,6,57,Non-technology Related Job,148,WA,9,229,No,No,0.26,3036,759,0,2015,2 -41,56633,0.01,0,4251014263,9188,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,1,0,26,Non-technology Related Job,324,SC,108,14,No,No,0.79,6415,801,0,2015,1 -41,56633,0.01,0,4251014263,9188,Yes,Bachelor or equivalent,Male,Yes,Single,52,\N,1,0,26,Non-technology Related Job,324,SC,108,14,No,No,0.79,2692,897,0,2015,2 -43,111591,0.05,0,4251090759,9189,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,2,2,95,Non-technology Related Job,0,NY,208,49,No,No,0.32,3070,767,0,2015,1 -43,111591,0.05,0,4251090759,9189,Yes,Bachelor or equivalent,Female,Yes,Married,22,\N,2,2,95,Non-technology Related Job,0,NY,208,49,No,No,0.32,3231,1077,0,2015,2 -31,53677,0.04,0,4251068646,9190,Yes,Master or equivalent,Male,Yes,Married,63,\N,1,4,87,Technology Related Job,364,SC,113,179,No,Yes,0.6,4849,484,0,2015,1 -31,53677,0.04,0,4251068646,9190,Yes,Master or equivalent,Male,Yes,Married,63,\N,1,4,87,Technology Related Job,364,SC,113,179,No,Yes,0.6,5187,1037,0,2015,2 -31,53677,0.04,0,4251068646,9190,Yes,Master or equivalent,Male,Yes,Married,63,\N,1,4,87,Technology Related Job,364,SC,113,179,No,Yes,0.6,981,981,0,2015,3 -61,164577,0.02,0.01,4251018349,9191,Yes,Master or equivalent,Female,No,Married,1,\N,2,2,5,Non-technology Related Job,36,TN,310,194,No,No,0.06,4201,840,0,2015,1 -61,164577,0.02,0.01,4251018349,9191,Yes,Master or equivalent,Female,No,Married,1,\N,2,2,5,Non-technology Related Job,36,TN,310,194,No,No,0.06,3633,726,0,2015,2 -63,219535,0.06,0,4251041952,9192,Yes,PhD or equivalent,Female,Yes,Single,92,\N,3,4,74,Non-technology Related Job,213,OH,410,229,No,No,0.59,1309,1309,0,2015,1 -63,219535,0.06,0,4251041952,9192,Yes,PhD or equivalent,Female,Yes,Single,92,\N,3,4,74,Non-technology Related Job,213,OH,410,229,No,No,0.59,4417,883,0,2015,2 -65,24492,0.02,0,4251048541,9193,Yes,High School or below,Female,Yes,Married,62,\N,0,6,44,Non-technology Related Job,389,NE,9,14,No,No,0.12,821,821,0,2015,1 -65,24492,0.02,0,4251048541,9193,Yes,High School or below,Female,Yes,Married,62,\N,0,6,44,Non-technology Related Job,389,NE,9,14,No,No,0.12,2460,492,0,2015,2 -67,79450,0.05,0,4251084214,9194,Yes,High School or below,Male,Yes,Single,33,\N,2,0,13,Non-technology Related Job,65,MD,108,49,No,No,0.65,7841,712,0,2015,1 -67,79450,0.05,0,4251084214,9194,Yes,High School or below,Male,Yes,Single,33,\N,2,0,13,Non-technology Related Job,65,MD,108,49,No,No,0.65,5583,697,0,2015,2 -15,77479,0.07,0.01,4251045065,9195,Yes,High School or below,Female,Yes,Married,41,\N,0,6,54,Non-technology Related Job,425,OR,112,159,No,Yes,0.86,4471,894,0,2015,1 -15,77479,0.07,0.01,4251045065,9195,Yes,High School or below,Female,Yes,Married,41,\N,0,6,54,Non-technology Related Job,425,OR,112,159,No,Yes,0.86,4093,1023,0,2015,2 -15,77479,0.07,0.01,4251045065,9195,Yes,High School or below,Female,Yes,Married,41,\N,0,6,54,Non-technology Related Job,425,OR,112,159,No,Yes,0.86,790,790,0,2015,3 -18,132436,0.03,0.01,4251023945,9196,No,High School or below,Male,Yes,Single,11,\N,1,0,23,Non-technology Related Job,102,NH,211,194,No,No,0.39,2993,427,0,2015,1 -18,132436,0.03,0.01,4251023945,9196,No,High School or below,Male,Yes,Single,11,\N,1,0,23,Non-technology Related Job,102,NH,211,194,No,No,0.39,5342,1068,0,2015,2 -20,187393,0.07,0,4251023632,9197,Yes,High School or below,Male,No,Married,102,\N,3,2,92,Non-technology Related Job,278,MI,310,229,No,No,0.93,5757,639,0,2015,1 -20,187393,0.07,0,4251023632,9197,Yes,High School or below,Male,No,Married,102,\N,3,2,92,Non-technology Related Job,278,MI,310,229,No,No,0.93,4553,910,0,2015,2 -22,242351,0.02,0,4251067044,9198,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,0,4,62,Non-technology Related Job,454,IN,410,14,No,No,0.46,4478,559,0,2015,1 -22,242351,0.02,0,4251067044,9198,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,0,4,62,Non-technology Related Job,454,IN,410,14,No,No,0.46,9220,838,0,2015,2 -22,242351,0.02,0,4251067044,9198,Yes,Bachelor or equivalent,Female,Yes,Single,73,\N,0,4,62,Non-technology Related Job,454,IN,410,14,No,No,0.46,1021,1021,0,2015,3 -38,240380,0.04,0.02,4251056232,9199,Yes,Bachelor or equivalent,Male,Yes,Married,81,\N,2,2,2,Non-technology Related Job,314,NM,413,124,Yes,No,0.67,4345,869,0,2015,1 -38,240380,0.04,0.02,4251056232,9199,Yes,Bachelor or equivalent,Male,Yes,Married,81,\N,2,2,2,Non-technology Related Job,314,NM,413,124,Yes,No,0.67,3210,458,0,2015,2 -40,45337,0,0.01,4251044076,9200,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,0,4,71,Non-technology Related Job,490,MS,12,159,No,No,0.2,1282,427,0,2015,1 -40,45337,0,0.01,4251044076,9200,Yes,Bachelor or equivalent,Female,Yes,Single,51,\N,0,4,71,Non-technology Related Job,490,MS,12,159,No,No,0.2,4460,637,0,2015,2 -42,100295,0.03,0.01,4251039710,9201,Yes,Master or equivalent,Female,Yes,Married,22,\N,1,6,41,Non-technology Related Job,167,KY,112,194,No,No,0.73,663,165,0,2015,1 -42,100295,0.03,0.01,4251039710,9201,Yes,Master or equivalent,Female,Yes,Married,22,\N,1,6,41,Non-technology Related Job,167,KY,112,194,No,No,0.73,2916,729,0,2015,2 -44,155252,0.07,0,4251072557,9202,Yes,Master or equivalent,Male,Yes,Single,113,\N,2,0,10,Non-technology Related Job,343,FL,211,229,Yes,No,0.26,3109,621,0,2015,1 -44,155252,0.07,0,4251072557,9202,Yes,Master or equivalent,Male,Yes,Single,113,\N,2,0,10,Non-technology Related Job,343,FL,211,229,Yes,No,0.26,5243,1048,0,2015,2 -44,155252,0.07,0,4251072557,9202,Yes,Master or equivalent,Male,Yes,Single,113,\N,2,0,10,Non-technology Related Job,343,FL,211,229,Yes,No,0.26,831,831,0,2015,3 -46,210210,0.03,0,4251041430,9203,Yes,High School or below,Male,No,Single,84,\N,3,2,79,Non-technology Related Job,19,AK,310,14,No,No,0.79,7677,697,0,2015,1 -46,210210,0.03,0,4251041430,9203,Yes,High School or below,Male,No,Single,84,\N,3,2,79,Non-technology Related Job,19,AK,310,14,No,No,0.79,3567,1189,0,2015,2 -62,208239,0.05,0.02,4251051167,9204,Yes,High School or below,Male,Yes,Single,91,\N,2,0,20,Non-technology Related Job,379,ME,313,124,No,No,0,4147,414,0,2015,1 -62,208239,0.05,0.02,4251051167,9204,Yes,High School or below,Male,Yes,Single,91,\N,2,0,20,Non-technology Related Job,379,ME,313,124,No,No,0,6797,971,0,2015,2 -62,208239,0.05,0.02,4251051167,9204,Yes,High School or below,Male,Yes,Single,91,\N,2,0,20,Non-technology Related Job,379,ME,313,124,No,No,0,293,293,0,2015,3 -64,13196,0,0.01,4251054797,9205,Yes,High School or below,Male,Yes,Married,62,\N,3,2,89,Non-technology Related Job,56,HI,413,159,No,No,0.53,5478,782,0,2015,1 -64,13196,0,0.01,4251054797,9205,Yes,High School or below,Male,Yes,Married,62,\N,3,2,89,Non-technology Related Job,56,HI,413,159,No,No,0.53,1740,348,0,2015,2 -67,68154,0.04,0.01,4251064437,9206,Yes,High School or below,Male,Yes,Married,33,\N,0,4,59,Non-technology Related Job,232,AR,12,194,No,Yes,0.06,2797,699,0,2015,1 -67,68154,0.04,0.01,4251064437,9206,Yes,High School or below,Male,Yes,Married,33,\N,0,4,59,Non-technology Related Job,232,AR,12,194,No,Yes,0.06,5654,706,0,2015,2 -69,123111,0,0,4251060533,9207,Yes,High School or below,Female,Yes,Single,4,\N,1,6,28,Non-technology Related Job,408,WA,111,229,No,No,0.59,3447,861,0,2015,1 -69,123111,0,0,4251060533,9207,Yes,High School or below,Female,Yes,Single,4,\N,1,6,28,Non-technology Related Job,408,WA,111,229,No,No,0.59,5153,858,0,2015,2 -17,121140,0.02,0.02,4251027981,9208,Yes,Bachelor or equivalent,Male,No,Single,11,\N,0,4,68,Technology Related Job,268,IL,115,89,No,No,0.8,1848,462,0,2015,1 -17,121140,0.02,0.02,4251027981,9208,Yes,Bachelor or equivalent,Male,No,Single,11,\N,0,4,68,Technology Related Job,268,IL,115,89,No,No,0.8,4687,781,0,2015,2 -19,176097,0.05,0.02,4251020894,9209,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,1,6,38,Non-technology Related Job,444,CO,214,124,No,No,0.34,6966,870,0,2015,1 -19,176097,0.05,0.02,4251020894,9209,Yes,Bachelor or equivalent,Female,Yes,Single,102,\N,1,6,38,Non-technology Related Job,444,CO,214,124,No,No,0.34,3417,854,0,2015,2 -21,231055,0.01,0.01,4251040642,9210,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,2,0,7,Non-technology Related Job,121,WI,313,159,No,No,0.87,3019,603,0,2015,1 -21,231055,0.01,0.01,4251040642,9210,Yes,Bachelor or equivalent,Female,Yes,Married,73,\N,2,0,7,Non-technology Related Job,121,WI,313,159,No,No,0.87,3477,695,0,2015,2 -23,36012,0.05,0.01,4251062407,9211,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,2,77,Non-technology Related Job,297,SD,413,194,No,No,0.4,304,304,0,2015,1 -23,36012,0.05,0.01,4251062407,9211,Yes,Master or equivalent,Male,Yes,Single,44,\N,0,2,77,Non-technology Related Job,297,SD,413,194,No,No,0.4,5497,687,0,2015,2 -39,34041,0.07,0.02,4251028751,9212,Yes,PhD or equivalent,Female,Yes,Married,51,\N,2,0,17,Technology Related Job,157,DE,416,54,No,No,0.61,3988,797,1,2015,1 -39,34041,0.07,0.02,4251028751,9212,Yes,PhD or equivalent,Female,Yes,Married,51,\N,2,0,17,Technology Related Job,157,DE,416,54,No,No,0.61,6399,711,1,2015,2 -41,88999,0.02,0.02,4251077323,9213,Yes,High School or below,Male,Yes,Single,22,\N,3,2,86,Technology Related Job,333,AL,15,89,No,No,0.14,2143,535,0,2015,1 -41,88999,0.02,0.02,4251077323,9213,Yes,High School or below,Male,Yes,Single,22,\N,3,2,86,Technology Related Job,333,AL,15,89,No,No,0.14,3253,813,0,2015,2 -43,143956,0.06,0.01,4251017826,9214,Yes,High School or below,Male,No,Married,113,\N,1,4,56,Non-technology Related Job,10,TX,115,124,No,No,0.67,5086,565,0,2015,1 -43,143956,0.06,0.01,4251017826,9214,Yes,High School or below,Male,No,Married,113,\N,1,4,56,Non-technology Related Job,10,TX,115,124,No,No,0.67,4480,746,0,2015,2 -45,198914,0.01,0.01,4251096696,9215,Yes,High School or below,Female,Yes,Single,84,\N,2,6,25,Non-technology Related Job,186,OK,214,159,No,No,0.2,1548,774,0,2015,1 -45,198914,0.01,0.01,4251096696,9215,Yes,High School or below,Female,Yes,Single,84,\N,2,6,25,Non-technology Related Job,186,OK,214,159,No,No,0.2,2697,674,0,2015,2 -48,3871,0.05,0.01,4251068763,9216,Yes,High School or below,Female,Yes,Married,55,\N,3,0,94,Non-technology Related Job,362,NH,313,194,No,No,0.73,2434,811,0,2015,1 -48,3871,0.05,0.01,4251068763,9216,Yes,High School or below,Female,Yes,Married,55,\N,3,0,94,Non-technology Related Job,362,NH,313,194,No,No,0.73,5852,585,0,2015,2 -64,1900,0.07,0.02,4251072044,9217,Yes,High School or below,Female,Yes,Single,62,\N,2,6,35,Technology Related Job,222,VT,317,54,No,Yes,0.94,4165,1041,0,2015,1 -64,1900,0.07,0.02,4251072044,9217,Yes,High School or below,Female,Yes,Single,62,\N,2,6,35,Technology Related Job,222,VT,317,54,No,Yes,0.94,5400,675,0,2015,2 -66,56857,0.03,0.02,4251048686,9218,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,3,0,4,Non-technology Related Job,398,PA,416,89,No,No,0.47,1850,462,0,2015,1 -66,56857,0.03,0.02,4251048686,9218,Yes,Bachelor or equivalent,Female,Yes,Married,33,\N,3,0,4,Non-technology Related Job,398,PA,416,89,No,No,0.47,4509,644,0,2015,2 -68,111815,0.06,0.01,4251056988,9219,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,2,74,Non-technology Related Job,75,NM,15,124,No,No,0,2420,484,0,2015,1 -68,111815,0.06,0.01,4251056988,9219,Yes,Bachelor or equivalent,Female,Yes,Single,4,\N,0,2,74,Non-technology Related Job,75,NM,15,124,No,No,0,2209,441,0,2015,2 -70,166772,0.02,0.01,4251008672,9220,Yes,Bachelor or equivalent,Male,No,Married,95,\N,1,4,43,Non-technology Related Job,251,MN,115,159,No,No,0.53,7834,979,0,2015,1 -70,166772,0.02,0.01,4251008672,9220,Yes,Bachelor or equivalent,Male,No,Married,95,\N,1,4,43,Non-technology Related Job,251,MN,115,159,No,No,0.53,1056,528,0,2015,2 -70,166772,0.02,0.01,4251008672,9220,Yes,Bachelor or equivalent,Male,No,Married,95,\N,1,4,43,Non-technology Related Job,251,MN,115,159,No,No,0.53,238,238,0,2015,3 -32,27673,0,0.01,4251097173,9221,Yes,Bachelor or equivalent,Female,Yes,Married,32,\N,3,2,61,Others,423,MO,312,174,No,No,0.99,3331,555,1,2015,1 -32,27673,0,0.01,4251097173,9221,Yes,Bachelor or equivalent,Female,Yes,Married,32,\N,3,2,61,Others,423,MO,312,174,No,No,0.99,1896,632,1,2015,2 -20,219759,0,0.02,4251011198,9222,Yes,Master or equivalent,Male,Yes,Married,73,\N,1,4,53,Technology Related Job,287,NC,217,54,No,No,0.28,1248,624,0,2015,1 -20,219759,0,0.02,4251011198,9222,Yes,Master or equivalent,Male,Yes,Married,73,\N,1,4,53,Technology Related Job,287,NC,217,54,No,No,0.28,7085,708,0,2015,2 -22,24716,0.03,0.02,4251025781,9223,Yes,High School or below,Male,Yes,Single,44,\N,2,6,22,Non-technology Related Job,464,MO,317,89,No,No,0.81,2811,562,0,2015,1 -22,24716,0.03,0.02,4251025781,9223,Yes,High School or below,Male,Yes,Single,44,\N,2,6,22,Non-technology Related Job,464,MO,317,89,No,No,0.81,1621,540,0,2015,2 -24,79674,0.07,0.01,4251028924,9224,Yes,High School or below,Female,Yes,Married,14,\N,0,0,91,Non-technology Related Job,140,LA,416,124,No,No,0.34,3652,913,0,2015,1 -24,79674,0.07,0.01,4251028924,9224,Yes,High School or below,Female,Yes,Married,14,\N,0,0,91,Non-technology Related Job,140,LA,416,124,No,No,0.34,4981,622,0,2015,2 -55,190574,0.05,0.02,4251072435,9225,Yes,High School or below,Male,Yes,Married,72,\N,1,6,10,Others,312,MD,113,139,No,No,0.79,4737,947,0,2015,1 -55,190574,0.05,0.02,4251072435,9225,Yes,High School or below,Male,Yes,Married,72,\N,1,6,10,Others,312,MD,113,139,No,No,0.79,2359,786,0,2015,2 -55,190574,0.05,0.02,4251072435,9225,Yes,High School or below,Male,Yes,Married,72,\N,1,6,10,Others,312,MD,113,139,No,No,0.79,1210,1210,0,2015,3 -57,245531,0.01,0.01,4251039513,9226,Yes,High School or below,Male,No,Single,43,\N,2,0,79,Others,488,IL,212,174,No,No,0.32,3329,1109,0,2015,1 -57,245531,0.01,0.01,4251039513,9226,Yes,High School or below,Male,No,Single,43,\N,2,0,79,Others,488,IL,212,174,No,No,0.32,1692,846,0,2015,2 -45,187617,0,0.02,4251071366,9227,Yes,High School or below,Female,No,Single,84,\N,1,2,71,Technology Related Job,352,MD,118,54,No,No,0.61,1438,359,0,2015,1 -45,187617,0,0.02,4251071366,9227,Yes,High School or below,Female,No,Single,84,\N,1,2,71,Technology Related Job,352,MD,118,54,No,No,0.61,1986,993,0,2015,2 -47,242575,0.04,0.02,4251049532,9228,Yes,High School or below,Male,Yes,Married,54,\N,2,4,40,Non-technology Related Job,29,IL,217,89,No,Yes,0.14,4039,577,0,2015,1 -47,242575,0.04,0.02,4251049532,9228,Yes,High School or below,Male,Yes,Married,54,\N,2,4,40,Non-technology Related Job,29,IL,217,89,No,Yes,0.14,1967,983,0,2015,2 -49,47532,0.07,0.01,4251020532,9229,Yes,Bachelor or equivalent,Male,Yes,Single,25,\N,3,6,9,Non-technology Related Job,205,CA,317,124,No,No,0.67,4924,703,0,2015,1 -49,47532,0.07,0.01,4251020532,9229,Yes,Bachelor or equivalent,Male,Yes,Single,25,\N,3,6,9,Non-technology Related Job,205,CA,317,124,No,No,0.67,3019,603,0,2015,2 -79,158433,0.06,0.02,4251042535,9230,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,0,4,28,Others,377,CT,14,139,No,No,0.13,6879,859,0,2015,1 -79,158433,0.06,0.02,4251042535,9230,Yes,Bachelor or equivalent,Female,Yes,Single,83,\N,0,4,28,Others,377,CT,14,139,No,No,0.13,5324,887,0,2015,2 -13,213390,0.01,0.01,4251015368,9231,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,1,6,97,Others,54,WY,113,174,No,No,0.66,4408,551,0,2015,1 -13,213390,0.01,0.01,4251015368,9231,Yes,Bachelor or equivalent,Female,Yes,Married,54,\N,1,6,97,Others,54,WY,113,174,No,No,0.66,3906,651,0,2015,2 -69,155476,0.01,0.02,4251074324,9232,Yes,Master or equivalent,Female,Yes,Married,94,\N,0,0,88,Technology Related Job,418,DE,19,54,No,No,0.94,6522,724,0,2015,1 -69,155476,0.01,0.02,4251074324,9232,Yes,Master or equivalent,Female,Yes,Married,94,\N,0,0,88,Technology Related Job,418,DE,19,54,No,No,0.94,4824,804,0,2015,2 -71,210434,0.04,0.02,4251093237,9233,Yes,PhD or equivalent,Female,No,Single,65,\N,1,2,58,Non-technology Related Job,94,WY,118,89,Yes,No,0.48,1743,435,0,2015,1 -71,210434,0.04,0.02,4251093237,9233,Yes,PhD or equivalent,Female,No,Single,65,\N,1,2,58,Non-technology Related Job,94,WY,118,89,Yes,No,0.48,3257,814,0,2015,2 -34,71334,0.02,0.02,4251056701,9234,Yes,High School or below,Male,Yes,Single,3,\N,2,0,76,Non-technology Related Job,266,AK,315,104,No,No,0.93,2566,513,0,2015,1 -34,71334,0.02,0.02,4251056701,9234,Yes,High School or below,Male,Yes,Single,3,\N,2,0,76,Non-technology Related Job,266,AK,315,104,No,No,0.93,2587,862,0,2015,2 -36,126291,0.06,0.02,4251064872,9235,Yes,High School or below,Male,Yes,Married,94,\N,0,2,46,Others,442,VT,414,139,No,No,0.46,4150,691,0,2015,1 -36,126291,0.06,0.02,4251064872,9235,Yes,High School or below,Male,Yes,Married,94,\N,0,2,46,Others,442,VT,414,139,No,No,0.46,7205,1029,0,2015,2 -38,181249,0.02,0.01,4251054812,9236,Yes,High School or below,Female,Yes,Married,65,\N,1,4,15,Others,119,OR,13,174,No,No,0.99,4197,839,0,2015,1 -38,181249,0.02,0.01,4251054812,9236,Yes,High School or below,Female,Yes,Married,65,\N,1,4,15,Others,119,OR,13,174,No,No,0.99,5151,643,0,2015,2 -26,123335,0.01,0.02,4251061096,9237,Yes,High School or below,Male,No,Married,105,\N,3,6,6,Technology Related Job,483,VT,419,54,No,No,0.28,3405,567,0,2015,1 -26,123335,0.01,0.02,4251061096,9237,Yes,High School or below,Male,No,Married,105,\N,3,6,6,Technology Related Job,483,VT,419,54,No,No,0.28,5854,650,0,2015,2 -28,178292,0.05,0.02,4251039760,9238,Yes,High School or below,Male,Yes,Single,76,\N,1,0,76,Non-technology Related Job,159,PA,18,89,No,No,0.81,3900,780,0,2015,1 -28,178292,0.05,0.02,4251039760,9238,Yes,High School or below,Male,Yes,Single,76,\N,1,0,76,Non-technology Related Job,159,PA,18,89,No,No,0.81,5541,791,0,2015,2 -28,178292,0.05,0.02,4251039760,9238,Yes,High School or below,Male,Yes,Single,76,\N,1,0,76,Non-technology Related Job,159,PA,18,89,No,No,0.81,359,359,0,2015,3 -58,39193,0.03,0.02,4251078233,9239,Yes,High School or below,Female,Yes,Single,14,\N,2,6,94,Non-technology Related Job,331,RI,215,104,No,No,0.27,2414,482,0,2015,1 -58,39193,0.03,0.02,4251078233,9239,Yes,High School or below,Female,Yes,Single,14,\N,2,6,94,Non-technology Related Job,331,RI,215,104,No,No,0.27,6550,935,0,2015,2 -60,94150,0.07,0.02,4251056789,9240,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,3,0,63,Others,8,NY,315,139,No,No,0.8,4925,820,1,2015,1 -60,94150,0.07,0.02,4251056789,9240,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,3,0,63,Others,8,NY,315,139,No,No,0.8,4662,932,1,2015,2 -63,149108,0.02,0.01,4251015524,9241,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,0,2,33,Others,184,MO,414,174,No,No,0.33,7564,630,0,2015,1 -63,149108,0.02,0.01,4251015524,9241,Yes,Bachelor or equivalent,Male,Yes,Single,76,\N,0,2,33,Others,184,MO,414,174,No,No,0.33,5473,781,0,2015,2 -50,91194,0.02,0.02,4251084712,9242,Yes,Master or equivalent,Female,Yes,Single,116,\N,3,4,24,Non-technology Related Job,48,NY,320,54,No,No,0.61,3946,986,0,2015,1 -50,91194,0.02,0.02,4251084712,9242,Yes,Master or equivalent,Female,Yes,Single,116,\N,3,4,24,Non-technology Related Job,48,NY,320,54,No,No,0.61,1948,974,0,2015,2 -13,202094,0,0.03,4251012522,9243,Yes,Master or equivalent,Male,No,Single,54,\N,0,2,43,Non-technology Related Job,220,ND,17,69,No,No,0.07,1373,686,1,2015,1 -13,202094,0,0.03,4251012522,9243,Yes,Master or equivalent,Male,No,Single,54,\N,0,2,43,Non-technology Related Job,220,ND,17,69,No,No,0.07,4428,1107,1,2015,2 -15,7051,0.03,0.02,4251054807,9244,Yes,PhD or equivalent,Female,Yes,Married,25,\N,1,4,12,Others,396,NE,116,104,No,Yes,0.6,8483,942,0,2015,1 -15,7051,0.03,0.02,4251054807,9244,Yes,PhD or equivalent,Female,Yes,Married,25,\N,1,4,12,Others,396,NE,116,104,No,Yes,0.6,2756,551,0,2015,2 -17,62009,0.07,0.02,4251023547,9245,Yes,High School or below,Female,Yes,Single,115,\N,3,6,81,Others,73,ME,215,139,No,No,0.13,6020,1003,0,2015,1 -17,62009,0.07,0.02,4251023547,9245,Yes,High School or below,Female,Yes,Single,115,\N,3,6,81,Others,73,ME,215,139,No,No,0.13,3106,517,0,2015,2 -19,116966,0.03,0.01,4251090202,9246,Yes,High School or below,Female,Yes,Married,86,\N,0,1,51,Others,249,ID,315,174,No,No,0.66,2039,679,0,2015,1 -19,116966,0.03,0.01,4251090202,9246,Yes,High School or below,Female,Yes,Married,86,\N,0,1,51,Others,249,ID,315,174,No,No,0.66,3119,623,0,2015,2 -35,114995,0.05,0.03,4251036798,9247,Yes,High School or below,Female,Yes,Single,94,\N,2,6,91,Non-technology Related Job,109,NH,318,34,No,No,0.87,1065,213,0,2015,1 -35,114995,0.05,0.03,4251036798,9247,Yes,High School or below,Female,Yes,Single,94,\N,2,6,91,Non-technology Related Job,109,NH,318,34,No,No,0.87,2189,547,0,2015,2 -37,169953,0,0.02,4251065843,9248,Yes,High School or below,Female,Yes,Married,65,\N,0,0,60,Non-technology Related Job,285,MA,417,69,No,No,0.4,2207,1103,0,2015,1 -37,169953,0,0.02,4251065843,9248,Yes,High School or below,Female,Yes,Married,65,\N,0,0,60,Non-technology Related Job,285,MA,417,69,No,No,0.4,3269,653,0,2015,2 -39,224910,0.04,0.02,4251065233,9249,Yes,High School or below,Male,No,Single,35,\N,1,2,30,Others,462,IN,17,104,No,No,0.93,6362,795,0,2015,1 -39,224910,0.04,0.02,4251065233,9249,Yes,High School or below,Male,No,Single,35,\N,1,2,30,Others,462,IN,17,104,No,No,0.93,5102,850,0,2015,2 -41,29868,0,0.02,4251026293,9250,Yes,Bachelor or equivalent,Male,Yes,Married,6,\N,2,5,99,Others,138,CT,116,139,No,No,0.46,5414,902,0,2015,1 -57,27897,0.02,0.03,4251041179,9251,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,2,40,Non-technology Related Job,498,MS,119,249,Yes,No,0.68,3686,614,0,2015,1 -57,27897,0.02,0.03,4251041179,9251,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,2,40,Non-technology Related Job,498,MS,119,249,Yes,No,0.68,1558,779,0,2015,2 -57,27897,0.02,0.03,4251041179,9251,Yes,Bachelor or equivalent,Male,Yes,Single,14,\N,1,2,40,Non-technology Related Job,498,MS,119,249,Yes,No,0.68,446,446,0,2015,3 -59,82854,0.05,0.03,4251087235,9252,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,4,9,Non-technology Related Job,174,KS,219,34,No,No,0.21,4629,925,0,2015,1 -59,82854,0.05,0.03,4251087235,9252,Yes,Bachelor or equivalent,Male,Yes,Married,105,\N,2,4,9,Non-technology Related Job,174,KS,219,34,No,No,0.21,3753,1251,0,2015,2 -62,137811,0.01,0.02,4251061117,9253,No,Master or equivalent,Female,Yes,Single,75,\N,3,6,78,Non-technology Related Job,350,FL,318,69,No,No,0.74,1467,489,0,2015,1 -62,137811,0.01,0.02,4251061117,9253,No,Master or equivalent,Female,Yes,Single,75,\N,3,6,78,Non-technology Related Job,350,FL,318,69,No,No,0.74,5792,965,0,2015,2 -62,137811,0.01,0.02,4251061117,9253,No,Master or equivalent,Female,Yes,Single,75,\N,3,6,78,Non-technology Related Job,350,FL,318,69,No,No,0.74,386,386,0,2015,3 -64,192769,0.04,0.02,4251095834,9254,Yes,Master or equivalent,Female,Yes,Married,46,\N,0,1,48,Others,27,AL,417,104,Yes,No,0.27,2984,497,0,2015,1 -64,192769,0.04,0.02,4251095834,9254,Yes,Master or equivalent,Female,Yes,Married,46,\N,0,1,48,Others,27,AL,417,104,Yes,No,0.27,324,162,0,2015,2 -66,247726,0,0.02,4251044103,9255,Yes,PhD or equivalent,Male,No,Single,17,\N,1,3,17,Others,203,UT,17,139,No,Yes,0.8,1690,563,0,2015,1 -66,247726,0,0.02,4251044103,9255,Yes,PhD or equivalent,Male,No,Single,17,\N,1,3,17,Others,203,UT,17,139,No,Yes,0.8,4662,666,0,2015,2 -14,245755,0.02,0.03,4251017767,9256,Yes,High School or below,Female,No,Married,24,\N,0,0,57,Non-technology Related Job,63,HI,20,249,No,No,0.01,3217,1072,0,2015,1 -14,245755,0.02,0.03,4251017767,9256,Yes,High School or below,Female,No,Married,24,\N,0,0,57,Non-technology Related Job,63,HI,20,249,No,No,0.01,1424,712,0,2015,2 -16,50713,0.06,0.03,4251092266,9257,Yes,High School or below,Male,Yes,Single,115,\N,1,2,27,Non-technology Related Job,239,AZ,119,34,No,No,0.54,2331,777,0,2015,1 -16,50713,0.06,0.03,4251092266,9257,Yes,High School or below,Male,Yes,Single,115,\N,1,2,27,Non-technology Related Job,239,AZ,119,34,No,No,0.54,1676,558,0,2015,2 -18,105670,0.01,0.02,4251064309,9258,Yes,High School or below,Male,Yes,Married,86,\N,2,4,96,Non-technology Related Job,416,VA,219,69,No,No,0.07,2039,679,0,2015,1 -18,105670,0.01,0.02,4251064309,9258,Yes,High School or below,Male,Yes,Married,86,\N,2,4,96,Non-technology Related Job,416,VA,219,69,No,No,0.07,4270,610,0,2015,2 -20,160628,0.05,0.02,4251066856,9259,Yes,High School or below,Male,Yes,Single,57,\N,0,7,66,Others,92,RI,318,104,No,No,0.6,3967,793,0,2015,1 -20,160628,0.05,0.02,4251066856,9259,Yes,High School or below,Male,Yes,Single,57,\N,0,7,66,Others,92,RI,318,104,No,No,0.6,2395,598,0,2015,2 -36,158657,0.07,0,4251083722,9260,Yes,Bachelor or equivalent,Male,No,Married,64,\N,2,4,6,Non-technology Related Job,452,CO,321,214,No,No,0.81,3491,872,1,2015,1 -36,158657,0.07,0,4251083722,9260,Yes,Bachelor or equivalent,Male,No,Married,64,\N,2,4,6,Non-technology Related Job,452,CO,321,214,No,No,0.81,3242,810,1,2015,2 -38,213614,0.03,0.03,4251069409,9261,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,3,6,75,Non-technology Related Job,128,WV,421,249,No,No,0.34,1602,801,0,2015,1 -38,213614,0.03,0.03,4251069409,9261,Yes,Bachelor or equivalent,Male,Yes,Single,35,\N,3,6,75,Non-technology Related Job,128,WV,421,249,No,No,0.34,2309,1154,0,2015,2 -41,18572,0.06,0.03,4251094969,9262,Yes,Bachelor or equivalent,Female,No,Married,6,\N,1,0,45,Non-technology Related Job,304,SD,20,34,No,No,0.87,2094,1047,0,2015,1 -41,18572,0.06,0.03,4251094969,9262,Yes,Bachelor or equivalent,Female,No,Married,6,\N,1,0,45,Non-technology Related Job,304,SD,20,34,No,No,0.87,6302,900,0,2015,2 -43,73529,0.02,0.02,4251013172,9263,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,2,3,14,Non-technology Related Job,481,NC,119,69,No,No,0.41,2999,749,0,2015,1 -43,73529,0.02,0.02,4251013172,9263,Yes,Bachelor or equivalent,Female,Yes,Single,97,\N,2,3,14,Non-technology Related Job,481,NC,119,69,No,No,0.41,3666,611,0,2015,2 -45,128486,0.05,0.02,4251074713,9264,Yes,Master or equivalent,Male,Yes,Single,68,\N,3,5,83,Others,157,MT,218,104,No,No,0.94,2746,457,0,2015,1 -45,128486,0.05,0.02,4251074713,9264,Yes,Master or equivalent,Male,Yes,Single,68,\N,3,5,83,Others,157,MT,218,104,No,No,0.94,363,363,0,2015,2 -61,126515,0,0,4251088511,9265,Yes,High School or below,Female,Yes,Single,75,\N,2,2,24,Non-technology Related Job,17,TX,222,214,No,No,0.15,2202,1101,1,2015,1 -61,126515,0,0,4251088511,9265,Yes,High School or below,Female,Yes,Single,75,\N,2,2,24,Non-technology Related Job,17,TX,222,214,No,No,0.15,2689,672,1,2015,2 -63,181473,0.03,0.03,4251055464,9266,Yes,High School or below,Male,No,Married,46,\N,3,4,93,Non-technology Related Job,193,OK,321,249,No,Yes,0.68,3937,984,0,2015,1 -63,181473,0.03,0.03,4251055464,9266,Yes,High School or below,Male,No,Married,46,\N,3,4,93,Non-technology Related Job,193,OK,321,249,No,Yes,0.68,4980,830,0,2015,2 -65,236430,0.07,0.03,4251060392,9267,Yes,High School or below,Male,Yes,Married,17,\N,0,7,63,Non-technology Related Job,369,NV,420,34,No,No,0.21,3097,1032,0,2015,1 -65,236430,0.07,0.03,4251060392,9267,Yes,High School or below,Male,Yes,Married,17,\N,0,7,63,Non-technology Related Job,369,NV,420,34,No,No,0.21,2167,722,0,2015,2 -67,41388,0.02,0.02,4251015841,9268,Yes,High School or below,Female,No,Single,108,\N,1,1,32,Others,46,MA,20,69,No,No,0.74,5143,857,0,2015,1 -67,41388,0.02,0.02,4251015841,9268,Yes,High School or below,Female,No,Single,108,\N,1,1,32,Others,46,MA,20,69,No,No,0.74,6233,890,0,2015,2 -15,39417,0.04,0,4251077048,9269,Yes,High School or below,Male,Yes,Single,115,\N,0,6,72,Non-technology Related Job,406,PA,23,179,No,No,0.95,3386,846,0,2015,1 -15,39417,0.04,0,4251077048,9269,Yes,High School or below,Male,Yes,Single,115,\N,0,6,72,Non-technology Related Job,406,PA,23,179,No,No,0.95,401,401,0,2015,2 -17,94374,0,0,4251051614,9270,Yes,Bachelor or equivalent,Female,Yes,Single,86,\N,1,0,42,Non-technology Related Job,82,NJ,122,214,No,No,0.48,2472,824,0,2015,1 -17,94374,0,0,4251051614,9270,Yes,Bachelor or equivalent,Female,Yes,Single,86,\N,1,0,42,Non-technology Related Job,82,NJ,122,214,No,No,0.48,1878,939,0,2015,2 -19,149332,0.04,0.03,4251047343,9271,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,2,3,11,Non-technology Related Job,258,MN,222,249,No,No,0.01,3186,531,0,2015,1 -19,149332,0.04,0.03,4251047343,9271,Yes,Bachelor or equivalent,Female,Yes,Married,57,\N,2,3,11,Non-technology Related Job,258,MN,222,249,No,No,0.01,3897,974,0,2015,2 -22,204289,0.07,0.03,4251033851,9272,Yes,Bachelor or equivalent,Female,No,Single,28,\N,0,5,80,Non-technology Related Job,435,KS,321,34,No,No,0.54,2131,710,0,2015,1 -22,204289,0.07,0.03,4251033851,9272,Yes,Bachelor or equivalent,Female,No,Single,28,\N,0,5,80,Non-technology Related Job,435,KS,321,34,No,No,0.54,836,836,0,2015,2 -52,65189,0.05,0.03,4251067777,9273,No,Bachelor or equivalent,Male,Yes,Single,86,\N,1,2,99,Others,107,KY,18,49,No,No,0,3076,615,0,2015,1 -52,65189,0.05,0.03,4251067777,9273,No,Bachelor or equivalent,Male,Yes,Single,86,\N,1,2,99,Others,107,KY,18,49,No,No,0,747,373,0,2015,2 -40,7275,0.05,0,4251044799,9274,Yes,Master or equivalent,Female,Yes,Single,6,\N,3,4,90,Non-technology Related Job,471,MO,424,179,No,No,0.28,5498,916,0,2015,1 -40,7275,0.05,0,4251044799,9274,Yes,Master or equivalent,Female,Yes,Single,6,\N,3,4,90,Non-technology Related Job,471,MO,424,179,No,No,0.28,3486,1162,0,2015,2 -42,62233,0.01,0,4251075667,9275,Yes,PhD or equivalent,Male,Yes,Married,97,\N,1,7,60,Non-technology Related Job,147,LA,23,214,No,No,0.82,766,191,0,2015,1 -42,62233,0.01,0,4251075667,9275,Yes,PhD or equivalent,Male,Yes,Married,97,\N,1,7,60,Non-technology Related Job,147,LA,23,214,No,No,0.82,4145,690,0,2015,2 -44,117190,0.04,0.03,4251056660,9276,Yes,High School or below,Male,Yes,Single,68,\N,2,1,29,Non-technology Related Job,323,GA,122,249,No,No,0.35,5497,916,0,2015,1 -44,117190,0.04,0.03,4251056660,9276,Yes,High School or below,Male,Yes,Single,68,\N,2,1,29,Non-technology Related Job,323,GA,122,249,No,No,0.35,2403,1201,0,2015,2 -74,228091,0.02,0,4251056122,9277,Yes,High School or below,Female,Yes,Single,5,\N,3,6,47,Others,496,ID,319,14,No,No,0.8,4891,815,0,2015,1 -74,228091,0.02,0,4251056122,9277,Yes,High School or below,Female,Yes,Single,5,\N,3,6,47,Others,496,ID,319,14,No,No,0.8,6120,680,0,2015,2 -76,33048,0.06,0.03,4251037872,9278,Yes,High School or below,Male,No,Married,96,\N,0,1,17,Others,172,CA,419,49,No,No,0.33,2702,450,0,2015,1 -76,33048,0.06,0.03,4251037872,9278,Yes,High School or below,Male,No,Married,96,\N,0,1,17,Others,172,CA,419,49,No,No,0.33,1366,1366,0,2015,2 -64,225134,0.05,0,4251068062,9279,Yes,High School or below,Female,No,Married,17,\N,3,2,8,Non-technology Related Job,36,ID,324,179,No,No,0.62,5087,847,0,2015,1 -64,225134,0.05,0,4251068062,9279,Yes,High School or below,Female,No,Married,17,\N,3,2,8,Non-technology Related Job,36,ID,324,179,No,No,0.62,5038,1007,0,2015,2 -66,30092,0.01,0,4251039065,9280,Yes,High School or below,Female,Yes,Single,108,\N,0,5,77,Non-technology Related Job,212,CA,424,214,No,No,0.15,5612,623,0,2015,1 -66,30092,0.01,0,4251039065,9280,Yes,High School or below,Female,Yes,Single,108,\N,0,5,77,Non-technology Related Job,212,CA,424,214,No,No,0.15,3901,975,0,2015,2 -29,140992,0.07,0,4251049272,9281,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,1,2,96,Others,385,CT,121,229,Yes,No,0.61,4985,830,0,2015,1 -29,140992,0.07,0,4251049272,9281,Yes,Bachelor or equivalent,Male,Yes,Single,45,\N,1,2,96,Others,385,CT,121,229,Yes,No,0.61,2379,1189,0,2015,2 -31,195949,0.03,0,4251073545,9282,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,2,4,65,Others,61,WI,220,14,No,Yes,0.14,3020,755,0,2015,1 -31,195949,0.03,0,4251073545,9282,Yes,Bachelor or equivalent,Female,Yes,Married,16,\N,2,4,65,Others,61,WI,220,14,No,Yes,0.14,6475,719,0,2015,2 -33,907,0.06,0.03,4251061625,9283,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,0,7,35,Others,237,TN,319,49,No,No,0.67,2009,502,0,2015,1 -33,907,0.06,0.03,4251061625,9283,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,0,7,35,Others,237,TN,319,49,No,No,0.67,3357,671,0,2015,2 -33,907,0.06,0.03,4251061625,9283,Yes,Bachelor or equivalent,Female,Yes,Single,107,\N,0,7,35,Others,237,TN,319,49,No,No,0.67,1231,1231,0,2015,3 -21,192993,0.06,0,4251056893,9284,Yes,Master or equivalent,Male,Yes,Single,27,\N,2,1,26,Non-technology Related Job,101,WY,225,179,No,No,0.95,1392,232,1,2015,1 -21,192993,0.06,0,4251056893,9284,Yes,Master or equivalent,Male,Yes,Single,27,\N,2,1,26,Non-technology Related Job,101,WY,225,179,No,No,0.95,4350,725,1,2015,2 -51,53893,0.04,0,4251011302,9285,Yes,Master or equivalent,Female,No,Single,85,\N,3,6,44,Others,274,AK,422,194,No,No,0.41,7400,925,0,2015,1 -51,53893,0.04,0,4251011302,9285,Yes,Master or equivalent,Female,No,Single,85,\N,3,6,44,Others,274,AK,422,194,No,No,0.41,6148,878,0,2015,2 -53,108851,0,0,4251035247,9286,Yes,High School or below,Female,Yes,Married,56,\N,1,0,14,Others,450,UT,21,229,No,No,0.94,2683,670,0,2015,1 -53,108851,0,0,4251035247,9286,Yes,High School or below,Female,Yes,Married,56,\N,1,0,14,Others,450,UT,21,229,No,No,0.94,4420,631,0,2015,2 -53,108851,0,0,4251035247,9286,Yes,High School or below,Female,Yes,Married,56,\N,1,0,14,Others,450,UT,21,229,No,No,0.94,218,218,0,2015,3 -55,163808,0.03,0.03,4251093966,9287,Yes,High School or below,Male,Yes,Single,27,\N,2,3,83,Others,126,OR,121,14,No,No,0.47,2626,656,0,2015,1 -55,163808,0.03,0.03,4251093966,9287,Yes,High School or below,Male,Yes,Single,27,\N,2,3,83,Others,126,OR,121,14,No,No,0.47,514,257,0,2015,2 -58,218766,0.07,0.03,4251094143,9288,Yes,High School or below,Male,Yes,Married,118,\N,3,5,52,Others,302,NH,220,49,No,No,0,3097,516,0,2015,1 -58,218766,0.07,0.03,4251094143,9288,Yes,High School or below,Male,Yes,Married,118,\N,3,5,52,Others,302,NH,220,49,No,No,0,191,191,0,2015,2 -45,160852,0.06,0,4251030453,9289,Yes,High School or below,Female,Yes,Married,38,\N,2,7,44,Non-technology Related Job,166,OR,126,179,No,No,0.29,3718,619,0,2015,1 -45,160852,0.06,0,4251030453,9289,Yes,High School or below,Female,Yes,Married,38,\N,2,7,44,Non-technology Related Job,166,OR,126,179,No,No,0.29,3890,648,0,2015,2 -45,160852,0.06,0,4251030453,9289,Yes,High School or below,Female,Yes,Married,38,\N,2,7,44,Non-technology Related Job,166,OR,126,179,No,No,0.29,1484,742,0,2015,3 -76,21752,0.05,0,4251033688,9290,Yes,High School or below,Male,Yes,Married,96,\N,3,4,62,Others,339,RI,322,194,No,No,0.74,5454,1090,0,2015,1 -76,21752,0.05,0,4251033688,9290,Yes,High School or below,Male,Yes,Married,96,\N,3,4,62,Others,339,RI,322,194,No,No,0.74,2425,606,0,2015,2 -78,76709,0,0,4251028313,9291,Yes,High School or below,Female,No,Single,67,\N,0,7,32,Others,15,NM,422,229,No,No,0.27,2981,745,0,2015,1 -78,76709,0,0,4251028313,9291,Yes,High School or below,Female,No,Single,67,\N,0,7,32,Others,15,NM,422,229,No,No,0.27,7232,904,0,2015,2 -78,76709,0,0,4251028313,9291,Yes,High School or below,Female,No,Single,67,\N,0,7,32,Others,15,NM,422,229,No,No,0.27,789,394,0,2015,3 -12,131667,0.04,0.03,4251022017,9292,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,1,1,1,Others,191,MS,21,14,No,No,0.81,1230,410,1,2015,1 -12,131667,0.04,0.03,4251022017,9292,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,1,1,1,Others,191,MS,21,14,No,No,0.81,369,369,1,2015,2 -12,131667,0.04,0.03,4251022017,9292,Yes,Bachelor or equivalent,Female,Yes,Married,38,\N,1,1,1,Others,191,MS,21,14,No,No,0.81,1176,1176,1,2015,3 -14,186624,0,0.03,4251052080,9293,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,3,3,70,Others,367,KY,120,49,No,Yes,0.34,2620,655,0,2015,1 -14,186624,0,0.03,4251052080,9293,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,3,3,70,Others,367,KY,120,49,No,Yes,0.34,449,224,0,2015,2 -14,186624,0,0.03,4251052080,9293,Yes,Bachelor or equivalent,Male,Yes,Single,9,\N,3,3,70,Others,367,KY,120,49,No,Yes,0.34,1292,1292,0,2015,3 -30,184653,0.02,0.01,4251015223,9294,Yes,Master or equivalent,Female,Yes,Married,16,\N,1,0,11,Others,228,ND,124,159,No,No,0.55,4873,696,0,2015,1 -30,184653,0.02,0.01,4251015223,9294,Yes,Master or equivalent,Female,Yes,Married,16,\N,1,0,11,Others,228,ND,124,159,No,No,0.55,2212,1106,0,2015,2 -32,239611,0.05,0,4251056717,9295,Yes,Master or equivalent,Male,Yes,Single,107,\N,2,3,80,Others,404,MT,223,194,No,No,0.08,2102,700,0,2015,1 -32,239611,0.05,0,4251056717,9295,Yes,Master or equivalent,Male,Yes,Single,107,\N,2,3,80,Others,404,MT,223,194,No,No,0.08,4395,488,0,2015,2 -32,239611,0.05,0,4251056717,9295,Yes,Master or equivalent,Male,Yes,Single,107,\N,2,3,80,Others,404,MT,223,194,No,No,0.08,1467,733,0,2015,3 -34,44568,0.01,0,4251020356,9296,Yes,PhD or equivalent,Male,Yes,Married,78,\N,0,5,49,Others,80,ME,322,229,No,No,0.61,5595,932,0,2015,1 -34,44568,0.01,0,4251020356,9296,Yes,PhD or equivalent,Male,Yes,Married,78,\N,0,5,49,Others,80,ME,322,229,No,No,0.61,198,198,0,2015,2 -36,99526,0.04,0.03,4251094146,9297,Yes,High School or below,Female,No,Married,49,\N,1,7,19,Others,256,HI,422,14,No,No,0.14,6932,1155,0,2015,1 -36,99526,0.04,0.03,4251094146,9297,Yes,High School or below,Female,No,Married,49,\N,1,7,19,Others,256,HI,422,14,No,No,0.14,3664,732,0,2015,2 -52,97555,0.06,0.01,4251082711,9298,Yes,High School or below,Male,Yes,Married,56,\N,3,4,59,Non-technology Related Job,116,NV,425,124,No,No,0.35,1959,653,0,2015,1 -52,97555,0.06,0.01,4251082711,9298,Yes,High School or below,Male,Yes,Married,56,\N,3,4,59,Non-technology Related Job,116,NV,425,124,No,No,0.35,3204,640,0,2015,2 -54,152512,0.02,0.01,4251027850,9299,Yes,High School or below,Female,Yes,Single,27,\N,1,6,29,Others,293,MA,24,159,No,No,0.88,3154,1051,0,2015,1 -54,152512,0.02,0.01,4251027850,9299,Yes,High School or below,Female,Yes,Single,27,\N,1,6,29,Others,293,MA,24,159,No,No,0.88,3201,800,0,2015,2 -57,207469,0.06,0,4251028497,9300,Yes,High School or below,Female,Yes,Single,118,\N,2,1,98,Others,469,IN,124,193,No,No,0.41,1050,525,0,2015,1 -57,207469,0.06,0,4251028497,9300,Yes,High School or below,Female,Yes,Single,118,\N,2,1,98,Others,469,IN,124,193,No,No,0.41,4045,809,0,2015,2 -59,12427,0.01,0,4251032577,9301,Yes,High School or below,Female,Yes,Married,89,\N,3,3,67,Others,145,CO,223,228,No,No,0.94,4271,610,0,2015,1 -59,12427,0.01,0,4251032577,9301,Yes,High School or below,Female,Yes,Married,89,\N,3,3,67,Others,145,CO,223,228,No,No,0.94,4147,829,0,2015,2 -75,10456,0.03,0.01,4251053663,9302,Yes,Bachelor or equivalent,Female,No,Married,96,\N,2,0,8,Non-technology Related Job,5,MN,226,88,No,No,0.15,2972,743,0,2015,1 -75,10456,0.03,0.01,4251053663,9302,Yes,Bachelor or equivalent,Female,No,Married,96,\N,2,0,8,Non-technology Related Job,5,MN,226,88,No,No,0.15,4476,639,0,2015,2 -77,65413,0.07,0.01,4251077216,9303,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,3,2,77,Others,182,KS,326,123,No,No,0.68,6346,705,0,2015,1 -77,65413,0.07,0.01,4251077216,9303,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,3,2,77,Others,182,KS,326,123,No,No,0.68,1624,324,0,2015,2 -77,65413,0.07,0.01,4251077216,9303,Yes,Bachelor or equivalent,Female,Yes,Married,67,\N,3,2,77,Others,182,KS,326,123,No,No,0.68,1414,707,0,2015,3 -79,120371,0.03,0.01,4251069428,9304,Yes,Bachelor or equivalent,Male,Yes,Single,38,\N,0,5,47,Others,358,DE,425,158,No,Yes,0.22,1873,468,0,2015,1 -79,120371,0.03,0.01,4251069428,9304,Yes,Bachelor or equivalent,Male,Yes,Single,38,\N,0,5,47,Others,358,DE,425,158,No,Yes,0.22,2498,624,0,2015,2 -13,175328,0.06,0,4251021763,9305,Yes,Master or equivalent,Male,Yes,Married,8,\N,1,7,16,Others,34,AL,24,193,No,No,0.75,2068,517,0,2015,1 -13,175328,0.06,0,4251021763,9305,Yes,Master or equivalent,Male,Yes,Married,8,\N,1,7,16,Others,34,AL,24,193,No,No,0.75,2514,628,0,2015,2 -29,173357,0,0.02,4251088516,9306,Yes,High School or below,Male,Yes,Single,16,\N,0,4,56,Non-technology Related Job,394,LA,28,53,No,No,0.96,3364,672,0,2015,1 -29,173357,0,0.02,4251088516,9306,Yes,High School or below,Male,Yes,Single,16,\N,0,4,56,Non-technology Related Job,394,LA,28,53,No,No,0.96,2613,522,0,2015,2 -31,228315,0.04,0.01,4251042552,9307,Yes,High School or below,Male,Yes,Married,107,\N,1,6,26,Non-technology Related Job,70,GA,127,88,No,No,0.49,540,180,0,2015,1 -31,228315,0.04,0.01,4251042552,9307,Yes,High School or below,Male,Yes,Married,107,\N,1,6,26,Non-technology Related Job,70,GA,127,88,No,No,0.49,3325,665,0,2015,2 -33,33272,0.07,0.01,4251014143,9308,Yes,High School or below,Female,No,Single,78,\N,2,1,95,Others,247,AZ,226,123,No,No,0.02,3631,605,0,2015,1 -33,33272,0.07,0.01,4251014143,9308,Yes,High School or below,Female,No,Single,78,\N,2,1,95,Others,247,AZ,226,123,No,No,0.02,2910,582,0,2015,2 -33,33272,0.07,0.01,4251014143,9308,Yes,High School or below,Female,No,Single,78,\N,2,1,95,Others,247,AZ,226,123,No,No,0.02,795,397,0,2015,3 -36,88230,0.03,0.01,4251095464,9309,Yes,High School or below,Female,Yes,Married,48,\N,3,3,64,Others,423,VA,326,158,No,No,0.55,2825,565,0,2015,1 -36,88230,0.03,0.01,4251095464,9309,Yes,High School or below,Female,Yes,Married,48,\N,3,3,64,Others,423,VA,326,158,No,No,0.55,4143,828,0,2015,2 -38,143187,0.07,0,4251058434,9310,Yes,High School or below,Male,Yes,Single,19,\N,1,5,34,Others,99,PA,425,193,No,No,0.08,3580,716,1,2015,1 -38,143187,0.07,0,4251058434,9310,Yes,High School or below,Male,Yes,Single,19,\N,1,5,34,Others,99,PA,425,193,No,No,0.08,2873,718,1,2015,2 -54,141216,0.01,0.02,4251023881,9311,Yes,High School or below,Female,Yes,Married,27,\N,3,2,74,Non-technology Related Job,459,CA,428,53,No,No,0.29,3691,369,0,2015,1 -54,141216,0.01,0.02,4251023881,9311,Yes,High School or below,Female,Yes,Married,27,\N,3,2,74,Non-technology Related Job,459,CA,428,53,No,No,0.29,6685,668,0,2015,2 -56,196173,0.04,0.01,4251041175,9312,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,0,5,44,Non-technology Related Job,136,WV,28,88,Yes,No,0.82,5723,817,0,2015,1 -56,196173,0.04,0.01,4251041175,9312,Yes,Bachelor or equivalent,Male,Yes,Single,118,\N,0,5,44,Non-technology Related Job,136,WV,28,88,Yes,No,0.82,5033,629,0,2015,2 -58,1131,0,0.01,4251027691,9313,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,2,7,13,Others,312,SC,127,123,No,No,0.35,5727,636,0,2015,1 -58,1131,0,0.01,4251027691,9313,Yes,Bachelor or equivalent,Male,Yes,Married,88,\N,2,7,13,Others,312,SC,127,123,No,No,0.35,3548,1182,0,2015,2 -60,56088,0.04,0.01,4251060201,9314,Yes,Bachelor or equivalent,Male,No,Single,59,\N,3,1,82,Others,488,NC,226,158,No,No,0.88,5387,897,0,2015,1 -60,56088,0.04,0.01,4251060201,9314,Yes,Bachelor or equivalent,Male,No,Single,59,\N,3,1,82,Others,488,NC,226,158,No,No,0.88,1616,538,0,2015,2 -22,166989,0.02,0.01,4251091673,9315,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,0,7,1,Others,160,OH,423,173,No,No,0.34,2603,650,0,2015,1 -22,166989,0.02,0.01,4251091673,9315,Yes,Bachelor or equivalent,Female,Yes,Single,117,\N,0,7,1,Others,160,OH,423,173,No,No,0.34,3042,1014,0,2015,2 -78,109075,0.01,0.02,4251011816,9316,Yes,PhD or equivalent,Male,Yes,Single,37,\N,3,1,92,Non-technology Related Job,24,TN,329,53,No,No,0.63,782,260,1,2015,1 -78,109075,0.01,0.02,4251011816,9316,Yes,PhD or equivalent,Male,Yes,Single,37,\N,3,1,92,Non-technology Related Job,24,TN,329,53,No,No,0.63,2100,1050,1,2015,2 -12,164032,0.05,0.01,4251049547,9317,Yes,High School or below,Female,Yes,Married,8,\N,0,3,61,Non-technology Related Job,201,OH,428,88,No,No,0.16,8192,910,0,2015,1 -12,164032,0.05,0.01,4251049547,9317,Yes,High School or below,Female,Yes,Married,8,\N,0,3,61,Non-technology Related Job,201,OH,428,88,No,No,0.16,3425,856,0,2015,2 -14,218990,0.01,0.01,4251040873,9318,Yes,High School or below,Female,Yes,Single,99,\N,1,5,31,Others,377,NV,28,123,No,No,0.69,2685,895,0,2015,1 -14,218990,0.01,0.01,4251040873,9318,Yes,High School or below,Female,Yes,Single,99,\N,1,5,31,Others,377,NV,28,123,No,No,0.69,4655,665,0,2015,2 -45,79890,0.07,0.01,4251067312,9319,Yes,High School or below,Male,Yes,Single,37,\N,2,3,49,Others,49,NJ,224,138,No,No,0.14,2361,590,0,2015,1 -45,79890,0.07,0.01,4251067312,9319,Yes,High School or below,Male,Yes,Single,37,\N,2,3,49,Others,49,NJ,224,138,No,No,0.14,4750,950,0,2015,2 -47,134847,0.02,0.01,4251041051,9320,Yes,High School or below,Female,No,Married,8,\N,0,5,19,Others,226,MI,324,173,No,Yes,0.67,7493,749,0,2015,1 -47,134847,0.02,0.01,4251041051,9320,Yes,High School or below,Female,No,Married,8,\N,0,5,19,Others,226,MI,324,173,No,Yes,0.67,2361,1180,0,2015,2 -35,76933,0.02,0.02,4251042650,9321,Yes,High School or below,Male,No,Married,48,\N,2,7,10,Non-technology Related Job,90,NJ,230,53,No,No,0.96,1427,356,1,2015,1 -35,76933,0.02,0.02,4251042650,9321,Yes,High School or below,Male,No,Married,48,\N,2,7,10,Non-technology Related Job,90,NJ,230,53,No,No,0.96,2750,1375,1,2015,2 -37,131891,0.05,0.01,4251050076,9322,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,3,1,79,Non-technology Related Job,266,MI,329,88,No,No,0.49,10502,1050,1,2015,1 -37,131891,0.05,0.01,4251050076,9322,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,3,1,79,Non-technology Related Job,266,MI,329,88,No,No,0.49,1111,277,1,2015,2 -67,242791,0.04,0.02,4251092731,9323,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,1,6,98,Others,438,MS,26,103,No,No,0.95,4969,828,0,2015,1 -67,242791,0.04,0.02,4251092731,9323,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,1,6,98,Others,438,MS,26,103,No,No,0.95,1574,524,0,2015,2 -67,242791,0.04,0.02,4251092731,9323,Yes,Bachelor or equivalent,Female,Yes,Single,77,\N,1,6,98,Others,438,MS,26,103,No,No,0.95,768,768,0,2015,3 -69,47749,0.07,0.01,4251090348,9324,Yes,Bachelor or equivalent,Male,Yes,Married,48,\N,2,1,67,Others,114,KY,125,138,No,No,0.48,6800,850,0,2015,1 -69,47749,0.07,0.01,4251090348,9324,Yes,Bachelor or equivalent,Male,Yes,Married,48,\N,2,1,67,Others,114,KY,125,138,No,No,0.48,1661,415,0,2015,2 -72,102706,0.03,0.01,4251059829,9325,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,3,3,36,Others,291,GA,224,173,No,No,0.01,7771,706,0,2015,1 -72,102706,0.03,0.01,4251059829,9325,Yes,Bachelor or equivalent,Male,Yes,Single,19,\N,3,3,36,Others,291,GA,224,173,No,No,0.01,1319,659,0,2015,2 -59,44792,0.02,0.02,4251085621,9326,Yes,Master or equivalent,Female,Yes,Single,59,\N,2,5,28,Non-technology Related Job,155,KY,130,53,No,No,0.29,4146,592,0,2015,1 -59,44792,0.02,0.02,4251085621,9326,Yes,Master or equivalent,Female,Yes,Single,59,\N,2,5,28,Non-technology Related Job,155,KY,130,53,No,No,0.29,1284,642,0,2015,2 -59,44792,0.02,0.02,4251085621,9326,Yes,Master or equivalent,Female,Yes,Single,59,\N,2,5,28,Non-technology Related Job,155,KY,130,53,No,No,0.29,386,386,0,2015,3 -61,99750,0.06,0.01,4251050007,9327,Yes,PhD or equivalent,Female,No,Single,30,\N,3,7,97,Others,331,GA,229,88,No,No,0.82,1430,357,1,2015,1 -61,99750,0.06,0.01,4251050007,9327,Yes,PhD or equivalent,Female,No,Single,30,\N,3,7,97,Others,331,GA,229,88,No,No,0.82,5142,734,1,2015,2 -24,210650,0.04,0.02,4251014610,9328,Yes,High School or below,Male,Yes,Married,88,\N,0,5,16,Others,3,ID,426,103,No,No,0.28,4776,682,0,2015,1 -24,210650,0.04,0.02,4251014610,9328,Yes,High School or below,Male,Yes,Married,88,\N,0,5,16,Others,3,ID,426,103,No,No,0.28,1817,605,0,2015,2 -26,15607,0,0.01,4251018622,9329,Yes,High School or below,Female,Yes,Single,59,\N,1,7,85,Others,180,AR,26,138,No,No,0.81,2992,997,0,2015,1 -26,15607,0,0.01,4251018622,9329,Yes,High School or below,Female,Yes,Single,59,\N,1,7,85,Others,180,AR,26,138,No,No,0.81,3466,693,0,2015,2 -28,70565,0.03,0.01,4251063908,9330,No,High School or below,Female,Yes,Single,29,\N,2,1,54,Others,356,WA,125,173,No,No,0.34,5971,746,0,2015,1 -28,70565,0.03,0.01,4251063908,9330,No,High School or below,Female,Yes,Single,29,\N,2,1,54,Others,356,WA,125,173,No,No,0.34,3389,1129,0,2015,2 -16,12651,0.03,0.02,4251090658,9331,Yes,High School or below,Male,No,Single,70,\N,1,3,46,Non-technology Related Job,220,CA,31,53,No,No,0.63,5033,719,1,2015,1 -16,12651,0.03,0.02,4251090658,9331,Yes,High School or below,Male,No,Single,70,\N,1,3,46,Non-technology Related Job,220,CA,31,53,No,No,0.63,3255,542,1,2015,2 -46,123551,0.01,0.02,4251093517,9332,Yes,High School or below,Female,Yes,Married,8,\N,2,1,64,Others,392,CO,228,68,No,No,0.08,3155,631,0,2015,1 -46,123551,0.01,0.02,4251093517,9332,Yes,High School or below,Female,Yes,Married,8,\N,2,1,64,Others,392,CO,228,68,No,No,0.08,2100,420,0,2015,2 -46,123551,0.01,0.02,4251093517,9332,Yes,High School or below,Female,Yes,Married,8,\N,2,1,64,Others,392,CO,228,68,No,No,0.08,1248,1248,0,2015,3 -48,178509,0.05,0.02,4251059809,9333,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,3,3,33,Others,68,WI,327,103,Yes,No,0.61,2626,875,0,2015,1 -48,178509,0.05,0.02,4251059809,9333,Yes,Bachelor or equivalent,Male,Yes,Married,99,\N,3,3,33,Others,68,WI,327,103,Yes,No,0.61,5131,855,0,2015,2 -50,233466,0,0.01,4251072280,9334,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,1,5,3,Others,245,TN,426,138,No,No,0.15,3247,811,0,2015,1 -50,233466,0,0.01,4251072280,9334,Yes,Bachelor or equivalent,Male,Yes,Single,69,\N,1,5,3,Others,245,TN,426,138,No,No,0.15,832,277,0,2015,2 -53,38424,0.04,0.01,4251052067,9335,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,2,7,72,Others,421,ND,26,173,No,No,0.68,4508,751,0,2015,1 -53,38424,0.04,0.01,4251052067,9335,Yes,Bachelor or equivalent,Female,Yes,Married,40,\N,2,7,72,Others,421,ND,26,173,No,No,0.68,4868,608,0,2015,2 -68,36453,0.06,0.02,4251083839,9336,Yes,Master or equivalent,Male,Yes,Single,48,\N,0,5,13,Others,281,AL,29,33,No,No,0.89,1909,477,0,2015,1 -71,91410,0.02,0.02,4251083835,9337,Yes,Master or equivalent,Female,No,Married,18,\N,2,7,82,Others,457,UT,128,68,No,No,0.42,2245,748,0,2015,1 -71,91410,0.02,0.02,4251083835,9337,Yes,Master or equivalent,Female,No,Married,18,\N,2,7,82,Others,457,UT,128,68,No,No,0.42,4407,1101,0,2015,2 -73,146367,0.05,0.02,4251037888,9338,Yes,PhD or equivalent,Female,Yes,Single,109,\N,3,1,51,Others,134,OK,228,103,No,No,0.95,2703,675,0,2015,1 -73,146367,0.05,0.02,4251037888,9338,Yes,PhD or equivalent,Female,Yes,Single,109,\N,3,1,51,Others,134,OK,228,103,No,No,0.95,3061,765,0,2015,2 -75,201325,0.01,0.01,4251068423,9339,Yes,High School or below,Female,Yes,Married,80,\N,0,3,21,Others,310,NH,327,138,No,No,0.48,1553,388,0,2015,1 -75,201325,0.01,0.01,4251068423,9339,Yes,High School or below,Female,Yes,Married,80,\N,0,3,21,Others,310,NH,327,138,No,No,0.48,3624,724,0,2015,2 -23,199354,0.03,0.03,4251069346,9340,Yes,High School or below,Female,Yes,Single,88,\N,3,1,61,Others,170,VA,330,248,No,No,0.69,4918,983,0,2015,1 -23,199354,0.03,0.03,4251069346,9340,Yes,High School or below,Female,Yes,Single,88,\N,3,1,61,Others,170,VA,330,248,No,No,0.69,2760,920,0,2015,2 -25,4311,0.06,0.02,4251094974,9341,Yes,High School or below,Male,Yes,Married,58,\N,0,3,30,Others,346,PA,430,33,No,No,0.22,3478,1159,1,2015,1 -25,4311,0.06,0.02,4251094974,9341,Yes,High School or below,Male,Yes,Married,58,\N,0,3,30,Others,346,PA,430,33,No,No,0.22,3493,582,1,2015,2 -25,4311,0.06,0.02,4251094974,9341,Yes,High School or below,Male,Yes,Married,58,\N,0,3,30,Others,346,PA,430,33,No,No,0.22,529,529,1,2015,3 -27,59269,0.02,0.02,4251024503,9342,Yes,High School or below,Male,Yes,Single,29,\N,1,5,0,Others,22,NM,29,68,No,Yes,0.75,5180,740,1,2015,1 -27,59269,0.02,0.02,4251024503,9342,Yes,High School or below,Male,Yes,Single,29,\N,1,5,0,Others,22,NM,29,68,No,Yes,0.75,3039,1013,1,2015,2 -29,114226,0.06,0.02,4251083326,9343,Yes,High School or below,Male,No,Married,0,\N,2,7,69,Others,199,MS,128,103,No,No,0.28,4353,621,0,2015,1 -29,114226,0.06,0.02,4251083326,9343,Yes,High School or below,Male,No,Married,0,\N,2,7,69,Others,199,MS,128,103,No,No,0.28,5291,881,0,2015,2 -29,114226,0.06,0.02,4251083326,9343,Yes,High School or below,Male,No,Married,0,\N,2,7,69,Others,199,MS,128,103,No,No,0.28,5,5,0,2015,3 -31,169184,0.01,0.01,4251049908,9344,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,0,1,39,Others,375,KS,228,138,No,No,0.81,4836,690,0,2015,1 -31,169184,0.01,0.01,4251049908,9344,Yes,Bachelor or equivalent,Female,Yes,Single,91,\N,0,1,39,Others,375,KS,228,138,No,No,0.81,1419,1419,0,2015,2 -47,167213,0.03,0.03,4251073414,9345,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,2,7,79,Others,235,NC,231,248,No,No,0.03,4204,840,0,2015,1 -47,167213,0.03,0.03,4251073414,9345,Yes,Bachelor or equivalent,Male,Yes,Married,98,\N,2,7,79,Others,235,NC,231,248,No,No,0.03,4329,865,0,2015,2 -50,222170,0.07,0.02,4251017939,9346,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,3,1,48,Others,411,MT,330,33,No,No,0.56,2455,818,0,2015,1 -50,222170,0.07,0.02,4251017939,9346,Yes,Bachelor or equivalent,Female,Yes,Single,69,\N,3,1,48,Others,411,MT,330,33,No,No,0.56,920,460,0,2015,2 -52,27127,0.03,0.02,4251088228,9347,Yes,Master or equivalent,Female,Yes,Married,40,\N,1,3,18,Others,88,LA,430,68,No,No,0.09,4333,722,0,2015,1 -52,27127,0.03,0.02,4251088228,9347,Yes,Master or equivalent,Female,Yes,Married,40,\N,1,3,18,Others,88,LA,430,68,No,No,0.09,5895,589,0,2015,2 -54,82085,0.06,0.02,4251097447,9348,Yes,Master or equivalent,Male,Yes,Single,11,\N,2,5,87,Others,264,HI,29,103,No,No,0.62,3041,760,0,2015,1 -54,82085,0.06,0.02,4251097447,9348,Yes,Master or equivalent,Male,Yes,Single,11,\N,2,5,87,Others,264,HI,29,103,No,No,0.62,3718,743,0,2015,2 -70,80114,0,0.03,4251086347,9349,Yes,High School or below,Female,Yes,Married,18,\N,0,3,27,Others,124,NV,32,213,No,No,0.83,3856,642,0,2015,1 -70,80114,0,0.03,4251086347,9349,Yes,High School or below,Female,Yes,Married,18,\N,0,3,27,Others,124,NV,32,213,No,No,0.83,2935,587,0,2015,2 -72,135071,0.04,0.03,4251069378,9350,Yes,High School or below,Male,No,Single,109,\N,2,5,97,Others,300,MA,131,248,No,No,0.36,6546,818,0,2015,1 -72,135071,0.04,0.03,4251069378,9350,Yes,High School or below,Male,No,Single,109,\N,2,5,97,Others,300,MA,131,248,No,No,0.36,3594,718,0,2015,2 -74,190029,0.07,0.02,4251061930,9351,Yes,High School or below,Male,Yes,Married,80,\N,3,7,66,Others,476,IL,231,33,No,No,0.89,2549,637,0,2015,1 -74,190029,0.07,0.02,4251061930,9351,Yes,High School or below,Male,Yes,Married,80,\N,3,7,66,Others,476,IL,231,33,No,No,0.89,8346,758,0,2015,2 -74,190029,0.07,0.02,4251061930,9351,Yes,High School or below,Male,Yes,Married,80,\N,3,7,66,Others,476,IL,231,33,No,No,0.89,85,85,0,2015,3 -76,244986,0.03,0.02,4251093438,9352,Yes,High School or below,Female,Yes,Single,51,\N,0,1,36,Others,153,CO,330,68,No,No,0.42,5728,818,0,2015,1 -76,244986,0.03,0.02,4251093438,9352,Yes,High School or below,Female,Yes,Single,51,\N,0,1,36,Others,153,CO,330,68,No,No,0.42,1840,613,0,2015,2 -24,243015,0.05,0.03,4251067977,9353,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,3,7,76,Others,13,MN,333,178,No,No,0.63,3664,916,0,2015,1 -24,243015,0.05,0.03,4251067977,9353,Yes,Bachelor or equivalent,Male,Yes,Married,58,\N,3,7,76,Others,13,MN,333,178,No,No,0.63,2869,573,0,2015,2 -26,47973,0.01,0.03,4251009038,9354,Yes,Bachelor or equivalent,Female,No,Single,29,\N,0,1,45,Others,189,IA,433,213,No,No,0.16,2818,563,0,2015,1 -26,47973,0.01,0.03,4251009038,9354,Yes,Bachelor or equivalent,Female,No,Single,29,\N,0,1,45,Others,189,IA,433,213,No,No,0.16,3400,566,0,2015,2 -28,102930,0.04,0.03,4251068305,9355,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,1,3,15,Others,365,DE,32,248,No,No,0.69,3672,612,0,2015,1 -28,102930,0.04,0.03,4251068305,9355,Yes,Bachelor or equivalent,Female,Yes,Married,0,\N,1,3,15,Others,365,DE,32,248,No,No,0.69,818,409,0,2015,2 -31,157887,0,0.02,4251034843,9356,Yes,Bachelor or equivalent,Female,No,Single,91,\N,2,5,84,Others,42,WY,131,33,No,No,0.22,6988,1164,0,2015,1 -31,157887,0,0.02,4251034843,9356,Yes,Bachelor or equivalent,Female,No,Single,91,\N,2,5,84,Others,42,WY,131,33,No,No,0.22,3527,503,0,2015,2 -61,18788,0.06,0.03,4251034915,9357,Yes,Bachelor or equivalent,Male,Yes,Single,29,\N,3,3,3,Technology Related Job,214,AK,328,48,No,No,0.68,4842,807,0,2015,1 -61,18788,0.06,0.03,4251034915,9357,Yes,Bachelor or equivalent,Male,Yes,Single,29,\N,3,3,3,Technology Related Job,214,AK,328,48,No,No,0.68,4938,987,0,2015,2 -49,210874,0.06,0.03,4251014083,9358,Yes,PhD or equivalent,Female,Yes,Single,69,\N,2,5,94,Others,78,GA,234,178,No,No,0.97,4879,697,0,2015,1 -49,210874,0.06,0.03,4251014083,9358,Yes,PhD or equivalent,Female,Yes,Single,69,\N,2,5,94,Others,78,GA,234,178,No,No,0.97,2762,552,0,2015,2 -51,15831,0.01,0.03,4251016815,9359,Yes,High School or below,Male,Yes,Married,40,\N,3,7,63,Others,254,AZ,333,213,No,No,0.5,6171,1028,0,2015,1 -51,15831,0.01,0.03,4251016815,9359,Yes,High School or below,Male,Yes,Married,40,\N,3,7,63,Others,254,AZ,333,213,No,No,0.5,2600,650,0,2015,2 -53,70789,0.05,0.03,4251019455,9360,Yes,High School or below,Male,No,Married,11,\N,0,1,33,Others,430,VT,433,248,No,No,0.03,3669,917,0,2015,1 -53,70789,0.05,0.03,4251019455,9360,Yes,High School or below,Male,No,Married,11,\N,0,1,33,Others,430,VT,433,248,No,No,0.03,3753,750,0,2015,2 -15,181689,0.03,0.03,4251026663,9361,Yes,High School or below,Female,Yes,Single,69,\N,2,7,51,Others,103,WA,130,13,No,No,0.48,5122,640,0,2015,1 -17,236647,0.07,0.03,4251072205,9362,Yes,High School or below,Male,No,Married,39,\N,3,1,20,Technology Related Job,279,SC,229,48,No,No,0.01,5118,731,0,2015,1 -17,236647,0.07,0.03,4251072205,9362,Yes,High School or below,Male,No,Married,39,\N,3,1,20,Technology Related Job,279,SC,229,48,No,No,0.01,2720,544,0,2015,2 -73,178733,0.06,0.03,4251083176,9363,Yes,High School or below,Female,Yes,Single,80,\N,1,3,12,Others,143,WA,135,178,No,No,0.3,4545,757,0,2015,1 -73,178733,0.06,0.03,4251083176,9363,Yes,High School or below,Female,Yes,Single,80,\N,1,3,12,Others,143,WA,135,178,No,No,0.3,3942,657,0,2015,2 -75,233690,0.02,0.03,4251021392,9364,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,3,5,81,Others,319,SC,234,213,No,Yes,0.83,3049,508,1,2015,1 -75,233690,0.02,0.03,4251021392,9364,Yes,Bachelor or equivalent,Female,Yes,Married,51,\N,3,5,81,Others,319,SC,234,213,No,Yes,0.83,1599,799,1,2015,2 -77,38648,0.05,0.03,4251072809,9365,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,7,50,Others,495,NC,333,248,No,No,0.36,1056,264,1,2015,1 -77,38648,0.05,0.03,4251072809,9365,Yes,Bachelor or equivalent,Male,Yes,Single,21,\N,0,7,50,Others,495,NC,333,248,No,No,0.36,1376,458,1,2015,2 -40,149548,0.04,0.03,4251032658,9366,Yes,Bachelor or equivalent,Female,No,Single,79,\N,1,5,69,Technology Related Job,168,ND,30,13,No,No,0.82,4625,660,0,2015,1 -40,149548,0.04,0.03,4251032658,9366,Yes,Bachelor or equivalent,Female,No,Single,79,\N,1,5,69,Technology Related Job,168,ND,30,13,No,No,0.82,1501,500,0,2015,2 -42,204505,0.07,0.03,4251050571,9367,Yes,Bachelor or equivalent,Female,Yes,Married,50,\N,2,7,38,Technology Related Job,344,NE,130,48,No,No,0.35,6301,700,0,2015,1 -42,204505,0.07,0.03,4251050571,9367,Yes,Bachelor or equivalent,Female,Yes,Married,50,\N,2,7,38,Technology Related Job,344,NE,130,48,No,No,0.35,4464,558,0,2015,2 -30,146591,0.07,0.03,4251040184,9368,Yes,Master or equivalent,Male,Yes,Married,91,\N,1,1,30,Others,208,OH,35,178,No,No,0.63,6456,807,0,2015,1 -30,146591,0.07,0.03,4251040184,9368,Yes,Master or equivalent,Male,Yes,Married,91,\N,1,1,30,Others,208,OH,35,178,No,No,0.63,4436,887,0,2015,2 -32,201549,0.02,0.03,4251033349,9369,Yes,High School or below,Male,Yes,Single,61,\N,2,3,99,Others,384,NE,135,213,No,No,0.17,1382,691,0,2015,1 -32,201549,0.02,0.03,4251033349,9369,Yes,High School or below,Male,Yes,Single,61,\N,2,3,99,Others,384,NE,135,213,No,No,0.17,5668,809,0,2015,2 -34,6506,0.06,0.03,4251022909,9370,Yes,High School or below,Female,Yes,Married,32,\N,3,5,68,Others,61,MD,234,248,No,No,0.7,3503,583,0,2015,1 -34,6506,0.06,0.03,4251022909,9370,Yes,High School or below,Female,Yes,Married,32,\N,3,5,68,Others,61,MD,234,248,No,No,0.7,5373,767,0,2015,2 -64,117407,0.04,0.03,4251098532,9371,Yes,High School or below,Male,Yes,Married,90,\N,1,3,87,Technology Related Job,233,MI,431,13,No,No,0.15,1664,832,0,2015,1 -64,117407,0.04,0.03,4251098532,9371,Yes,High School or below,Male,Yes,Married,90,\N,1,3,87,Technology Related Job,233,MI,431,13,No,No,0.15,3349,837,0,2015,2 -64,117407,0.04,0.03,4251098532,9371,Yes,High School or below,Male,Yes,Married,90,\N,1,3,87,Technology Related Job,233,MI,431,13,No,No,0.15,735,735,0,2015,3 -67,172364,0,0.03,4251097014,9372,Yes,High School or below,Male,No,Single,61,\N,2,5,56,Technology Related Job,409,IN,30,48,No,No,0.68,5106,567,0,2015,1 -67,172364,0,0.03,4251097014,9372,Yes,High School or below,Male,No,Single,61,\N,2,5,56,Technology Related Job,409,IN,30,48,No,No,0.68,4847,605,0,2015,2 -54,114450,0.07,0.03,4251041673,9373,Yes,High School or below,Female,No,Single,101,\N,0,7,47,Others,273,MI,436,178,No,No,0.97,3641,910,0,2015,1 -54,114450,0.07,0.03,4251041673,9373,Yes,High School or below,Female,No,Single,101,\N,0,7,47,Others,273,MI,436,178,No,No,0.97,2806,701,0,2015,2 -56,169408,0.03,0.03,4251048154,9374,Yes,High School or below,Male,Yes,Married,72,\N,2,1,17,Others,449,IA,35,213,No,No,0.5,4097,819,0,2015,1 -56,169408,0.03,0.03,4251048154,9374,Yes,High School or below,Male,Yes,Married,72,\N,2,1,17,Others,449,IA,35,213,No,No,0.5,4682,936,0,2015,2 -19,30308,0.01,0.03,4251039877,9375,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,3,7,35,Others,122,KS,232,228,No,No,0.96,3733,746,0,2015,1 -19,30308,0.01,0.03,4251039877,9375,Yes,Bachelor or equivalent,Female,Yes,Married,10,\N,3,7,35,Others,122,KS,232,228,No,No,0.96,1374,1374,0,2015,2 -21,85265,0.05,0.03,4251038660,9376,Yes,Bachelor or equivalent,Female,Yes,Single,101,\N,0,1,5,Technology Related Job,298,FL,332,13,No,No,0.49,4355,622,1,2015,1 -21,85265,0.05,0.03,4251038660,9376,Yes,Bachelor or equivalent,Female,Yes,Single,101,\N,0,1,5,Technology Related Job,298,FL,332,13,No,No,0.49,1911,382,1,2015,2 -23,140223,0,0.03,4251064633,9377,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,1,3,74,Technology Related Job,474,AK,431,48,No,No,0.02,3349,558,0,2015,1 -23,140223,0,0.03,4251064633,9377,Yes,Bachelor or equivalent,Male,Yes,Married,72,\N,1,3,74,Technology Related Job,474,AK,431,48,No,No,0.02,414,207,0,2015,2 -79,82309,0,0.03,4251064942,9378,Yes,Master or equivalent,Female,Yes,Married,112,\N,0,5,65,Others,338,FL,337,178,No,Yes,0.3,3620,724,0,2015,1 -79,82309,0,0.03,4251064942,9378,Yes,Master or equivalent,Female,Yes,Married,112,\N,0,5,65,Others,338,FL,337,178,No,Yes,0.3,2974,743,0,2015,2 -41,193209,0.06,0,4251068614,9379,Yes,Master or equivalent,Male,No,Married,50,\N,1,3,84,Others,11,HI,33,193,No,No,0.76,5605,622,0,2015,1 -41,193209,0.06,0,4251068614,9379,Yes,Master or equivalent,Male,No,Married,50,\N,1,3,84,Others,11,HI,33,193,No,No,0.76,1905,476,0,2015,2 -43,248167,0.01,0.03,4251039762,9380,Yes,High School or below,Male,Yes,Single,21,\N,2,5,53,Others,187,AR,133,228,No,Yes,0.29,1852,463,0,2015,1 -43,248167,0.01,0.03,4251039762,9380,Yes,High School or below,Male,Yes,Single,21,\N,2,5,53,Others,187,AR,133,228,No,Yes,0.29,3415,569,0,2015,2 -45,53124,0.05,0.03,4251021101,9381,Yes,High School or below,Male,Yes,Married,112,\N,3,7,22,Technology Related Job,363,VA,232,13,No,No,0.82,6917,576,1,2015,1 -45,53124,0.05,0.03,4251021101,9381,Yes,High School or below,Male,Yes,Married,112,\N,3,7,22,Technology Related Job,363,VA,232,13,No,No,0.82,2259,753,1,2015,2 -48,108082,0.01,0.03,4251050792,9382,Yes,High School or below,Female,Yes,Single,83,\N,1,1,92,Technology Related Job,39,RI,331,48,No,No,0.35,6951,772,0,2015,1 -48,108082,0.01,0.03,4251050792,9382,Yes,High School or below,Female,Yes,Single,83,\N,1,1,92,Technology Related Job,39,RI,331,48,No,No,0.35,2342,585,0,2015,2 -35,50168,0,0.03,4251073354,9383,Yes,High School or below,Male,Yes,Single,3,\N,3,3,83,Others,403,WA,237,178,No,No,0.64,5340,667,0,2015,1 -35,50168,0,0.03,4251073354,9383,Yes,High School or below,Male,Yes,Single,3,\N,3,3,83,Others,403,WA,237,178,No,No,0.64,4435,739,0,2015,2 -35,50168,0,0.03,4251073354,9383,Yes,High School or below,Male,Yes,Single,3,\N,3,3,83,Others,403,WA,237,178,No,No,0.64,1195,1195,0,2015,3 -66,161068,0.06,0,4251012574,9384,Yes,High School or below,Female,Yes,Single,61,\N,0,1,2,Others,76,WI,434,193,No,No,0.09,3349,837,0,2015,1 -66,161068,0.06,0,4251012574,9384,Yes,High School or below,Female,Yes,Single,61,\N,0,1,2,Others,76,WI,434,193,No,No,0.09,4861,694,0,2015,2 -68,216025,0.02,0.03,4251019956,9385,Yes,High School or below,Female,No,Married,32,\N,2,3,71,Technology Related Job,252,SD,33,228,No,No,0.62,3084,616,0,2015,1 -70,20983,0.06,0.03,4251043873,9386,Yes,Bachelor or equivalent,Male,Yes,Single,2,\N,3,5,40,Technology Related Job,428,ND,133,13,No,No,0.15,1585,792,1,2015,1 -70,20983,0.06,0.03,4251043873,9386,Yes,Bachelor or equivalent,Male,Yes,Single,2,\N,3,5,40,Technology Related Job,428,ND,133,13,No,No,0.15,4806,801,1,2015,2 -72,75940,0.01,0.03,4251058448,9387,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,0,0,10,Technology Related Job,105,MT,232,48,No,No,0.69,8469,769,0,2015,1 -72,75940,0.01,0.03,4251058448,9387,Yes,Bachelor or equivalent,Male,Yes,Single,93,\N,0,0,10,Technology Related Job,105,MT,232,48,No,No,0.69,5561,505,0,2015,2 -20,73969,0.03,0,4251036494,9388,Yes,Master or equivalent,Male,Yes,Single,101,\N,3,5,50,Others,465,TX,235,158,No,No,0.9,7039,639,0,2015,1 -20,73969,0.03,0,4251036494,9388,Yes,Master or equivalent,Male,Yes,Single,101,\N,3,5,50,Others,465,TX,235,158,No,No,0.9,6541,817,0,2015,2 -22,128927,0.07,0,4251047119,9389,Yes,Master or equivalent,Male,Yes,Married,72,\N,0,7,20,Others,141,OK,335,193,No,No,0.43,4064,812,0,2015,1 -22,128927,0.07,0,4251047119,9389,Yes,Master or equivalent,Male,Yes,Married,72,\N,0,7,20,Others,141,OK,335,193,No,No,0.43,3657,609,0,2015,2 -24,183884,0.02,0.03,4251043839,9390,Yes,PhD or equivalent,Female,Yes,Married,42,\N,1,1,89,Technology Related Job,317,NV,434,228,No,No,0.96,6484,720,0,2015,1 -24,183884,0.02,0.03,4251043839,9390,Yes,PhD or equivalent,Female,Yes,Married,42,\N,1,1,89,Technology Related Job,317,NV,434,228,No,No,0.96,6650,1108,0,2015,2 -27,238842,0.06,0.03,4251018229,9391,Yes,High School or below,Female,No,Single,13,\N,2,4,58,Technology Related Job,493,MA,33,13,No,Yes,0.49,6430,803,0,2015,1 -27,238842,0.06,0.03,4251018229,9391,Yes,High School or below,Female,No,Single,13,\N,2,4,58,Technology Related Job,493,MA,33,13,No,Yes,0.49,2697,385,0,2015,2 -42,236871,0,0,4251060689,9392,Yes,High School or below,Female,Yes,Single,21,\N,1,1,99,Others,354,PA,37,123,No,No,0.7,3028,757,0,2015,1 -42,236871,0,0,4251060689,9392,Yes,High School or below,Female,Yes,Single,21,\N,1,1,99,Others,354,PA,37,123,No,No,0.7,3048,762,0,2015,2 -42,236871,0,0,4251060689,9392,Yes,High School or below,Female,Yes,Single,21,\N,1,1,99,Others,354,PA,37,123,No,No,0.7,354,354,0,2015,3 -45,41828,0.04,0,4251063425,9393,Yes,High School or below,Female,Yes,Single,112,\N,2,3,68,Others,30,NM,136,158,No,No,0.23,2303,460,0,2015,1 -45,41828,0.04,0,4251063425,9393,Yes,High School or below,Female,Yes,Single,112,\N,2,3,68,Others,30,NM,136,158,No,No,0.23,2978,744,0,2015,2 -47,96785,0.07,0,4251049192,9394,Yes,High School or below,Female,Yes,Married,82,\N,3,5,37,Others,206,MN,235,193,Yes,No,0.76,7161,651,0,2015,1 -47,96785,0.07,0,4251049192,9394,Yes,High School or below,Female,Yes,Married,82,\N,3,5,37,Others,206,MN,235,193,Yes,No,0.76,1999,399,0,2015,2 -49,151743,0.03,0.03,4251030025,9395,Yes,High School or below,Male,Yes,Single,53,\N,1,0,7,Technology Related Job,382,KS,335,228,No,No,0.29,2323,774,0,2015,1 -49,151743,0.03,0.03,4251030025,9395,Yes,High School or below,Male,Yes,Single,53,\N,1,0,7,Technology Related Job,382,KS,335,228,No,No,0.29,5390,770,0,2015,2 -49,151743,0.03,0.03,4251030025,9395,Yes,High School or below,Male,Yes,Single,53,\N,1,0,7,Technology Related Job,382,KS,335,228,No,No,0.29,992,992,0,2015,3 -51,206700,0.07,0.03,4251039459,9396,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,2,2,76,Technology Related Job,59,DE,434,13,No,No,0.82,3033,758,0,2015,1 -51,206700,0.07,0.03,4251039459,9396,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,2,2,76,Technology Related Job,59,DE,434,13,No,No,0.82,834,834,0,2015,2 -51,206700,0.07,0.03,4251039459,9396,Yes,Bachelor or equivalent,Male,Yes,Married,24,\N,2,2,76,Technology Related Job,59,DE,434,13,No,No,0.82,1067,1067,0,2015,3 -67,204729,0.01,0,4251076995,9397,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,0,7,17,Others,419,MO,437,123,No,No,0.03,6082,675,0,2015,1 -67,204729,0.01,0,4251076995,9397,Yes,Bachelor or equivalent,Male,Yes,Single,31,\N,0,7,17,Others,419,MO,437,123,No,No,0.03,4084,816,0,2015,2 -69,9687,0.04,0,4251088034,9398,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,2,1,86,Others,95,LA,37,158,No,No,0.56,4540,567,0,2015,1 -69,9687,0.04,0,4251088034,9398,Yes,Bachelor or equivalent,Male,Yes,Married,2,\N,2,1,86,Others,95,LA,37,158,No,No,0.56,3122,624,0,2015,2 -71,64644,0,0,4251068798,9399,Yes,Master or equivalent,Female,Yes,Single,93,\N,3,3,55,Others,271,HI,136,193,No,No,0.1,1919,959,0,2015,1 -71,64644,0,0,4251068798,9399,Yes,Master or equivalent,Female,Yes,Single,93,\N,3,3,55,Others,271,HI,136,193,No,No,0.1,6316,902,0,2015,2 -73,119602,0.04,0.03,4251050657,9400,Yes,Master or equivalent,Female,Yes,Married,64,\N,0,6,25,Technology Related Job,447,AZ,235,228,No,No,0.63,1171,585,0,2015,1 -73,119602,0.04,0.03,4251050657,9400,Yes,Master or equivalent,Female,Yes,Married,64,\N,0,6,25,Technology Related Job,447,AZ,235,228,No,No,0.63,4091,409,0,2015,2 -73,119602,0.04,0.03,4251050657,9400,Yes,Master or equivalent,Female,Yes,Married,64,\N,0,6,25,Technology Related Job,447,AZ,235,228,No,No,0.63,788,788,0,2015,3 -21,117631,0.06,0.01,4251074771,9401,Yes,High School or below,Female,Yes,Single,71,\N,3,3,65,Others,308,MD,239,88,No,No,0.84,5336,762,0,2015,1 -21,117631,0.06,0.01,4251074771,9401,Yes,High School or below,Female,Yes,Single,71,\N,3,3,65,Others,308,MD,239,88,No,No,0.84,3907,558,0,2015,2 -23,172588,0.01,0,4251051229,9402,Yes,High School or below,Female,No,Married,42,\N,0,5,34,Others,484,IL,338,123,No,Yes,0.37,3235,539,0,2015,1 -23,172588,0.01,0,4251051229,9402,Yes,High School or below,Female,No,Married,42,\N,0,5,34,Others,484,IL,338,123,No,Yes,0.37,3620,724,0,2015,2 -26,227545,0.05,0,4251016366,9403,Yes,High School or below,Male,Yes,Single,13,\N,1,7,4,Others,160,CA,437,158,No,No,0.9,3783,945,1,2015,1 -26,227545,0.05,0,4251016366,9403,Yes,High School or below,Male,Yes,Single,13,\N,1,7,4,Others,160,CA,437,158,No,No,0.9,1436,478,1,2015,2 -28,32503,0,0,4251086482,9404,Yes,High School or below,Male,Yes,Married,104,\N,2,2,73,Technology Related Job,336,WV,37,193,No,No,0.43,7641,955,0,2015,1 -28,32503,0,0,4251086482,9404,Yes,High School or below,Male,Yes,Married,104,\N,2,2,73,Technology Related Job,336,WV,37,193,No,No,0.43,4303,860,0,2015,2 -44,30532,0.02,0.01,4251060605,9405,Yes,High School or below,Male,Yes,Single,111,\N,1,7,14,Others,196,IA,40,53,No,Yes,0.64,1263,1263,0,2015,1 -44,30532,0.02,0.01,4251060605,9405,Yes,High School or below,Male,Yes,Single,111,\N,1,7,14,Others,196,IA,40,53,No,Yes,0.64,1586,793,0,2015,2 -46,85489,0.06,0.01,4251094286,9406,Yes,Bachelor or equivalent,Male,Yes,Married,82,\N,2,1,83,Others,373,CT,139,88,No,No,0.17,1942,971,0,2015,1 -48,140447,0.02,0,4251078830,9407,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,3,3,52,Others,49,WY,239,123,No,No,0.7,2589,647,0,2015,1 -48,140447,0.02,0,4251078830,9407,Yes,Bachelor or equivalent,Female,Yes,Single,53,\N,3,3,52,Others,49,WY,239,123,No,No,0.7,3127,781,0,2015,2 -50,195404,0.05,0,4251068745,9408,Yes,Bachelor or equivalent,Female,No,Married,24,\N,0,6,22,Others,225,TX,338,158,No,No,0.23,3515,585,0,2015,1 -50,195404,0.05,0,4251068745,9408,Yes,Bachelor or equivalent,Female,No,Married,24,\N,0,6,22,Others,225,TX,338,158,No,No,0.23,1747,873,0,2015,2 -13,56305,0.04,0,4251076825,9409,Yes,Bachelor or equivalent,Male,Yes,Married,82,\N,2,3,40,Technology Related Job,398,UT,35,173,No,No,0.69,4681,936,0,2015,1 -13,56305,0.04,0,4251076825,9409,Yes,Bachelor or equivalent,Male,Yes,Married,82,\N,2,3,40,Technology Related Job,398,UT,35,173,No,No,0.69,2263,1131,0,2015,2 -68,248391,0.03,0.01,4251095219,9410,Yes,PhD or equivalent,Female,Yes,Married,2,\N,0,5,31,Others,262,AK,440,53,No,No,0.97,1889,472,0,2015,1 -68,248391,0.03,0.01,4251095219,9410,Yes,PhD or equivalent,Female,Yes,Married,2,\N,0,5,31,Others,262,AK,440,53,No,No,0.97,4210,701,0,2015,2 -70,53348,0.07,0.01,4251086247,9411,Yes,High School or below,Female,Yes,Single,93,\N,1,7,1,Others,438,VT,40,88,No,No,0.51,2005,668,0,2015,1 -70,53348,0.07,0.01,4251086247,9411,Yes,High School or below,Female,Yes,Single,93,\N,1,7,1,Others,438,VT,40,88,No,No,0.51,906,302,0,2015,2 -72,108306,0.02,0,4251053080,9412,Yes,High School or below,Male,Yes,Married,64,\N,3,2,70,Others,114,OR,139,123,No,No,0.04,2298,574,1,2015,1 -72,108306,0.02,0,4251053080,9412,Yes,High School or below,Male,Yes,Married,64,\N,3,2,70,Others,114,OR,139,123,No,No,0.04,1355,451,1,2015,2 -35,219206,0,0.01,4251058042,9413,Yes,High School or below,Female,Yes,Married,2,\N,0,7,89,Technology Related Job,286,RI,336,138,No,No,0.49,1520,380,1,2015,1 -35,219206,0,0.01,4251058042,9413,Yes,High School or below,Female,Yes,Married,2,\N,0,7,89,Technology Related Job,286,RI,336,138,No,No,0.49,2296,765,1,2015,2 -35,219206,0,0.01,4251058042,9413,Yes,High School or below,Female,Yes,Married,2,\N,0,7,89,Technology Related Job,286,RI,336,138,No,No,0.49,1318,1318,1,2015,3 -37,24163,0.04,0,4251058451,9414,Yes,High School or below,Female,No,Single,93,\N,1,1,58,Technology Related Job,463,NY,435,173,No,No,0.02,6771,677,1,2015,1 -37,24163,0.04,0,4251058451,9414,Yes,High School or below,Female,No,Single,93,\N,1,1,58,Technology Related Job,463,NY,435,173,No,No,0.02,2941,735,1,2015,2 -37,24163,0.04,0,4251058451,9414,Yes,High School or below,Female,No,Single,93,\N,1,1,58,Technology Related Job,463,NY,435,173,No,No,0.02,64,64,1,2015,3 -25,216249,0.03,0.01,4251042813,9415,Yes,High School or below,Male,No,Single,13,\N,0,3,49,Others,327,RI,341,53,No,No,0.31,2972,990,0,2015,1 -25,216249,0.03,0.01,4251042813,9415,Yes,High School or below,Male,No,Single,13,\N,0,3,49,Others,327,RI,341,53,No,No,0.31,4776,682,0,2015,2 -27,21207,0.07,0.01,4251053265,9416,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,1,6,19,Others,3,NY,440,88,No,Yes,0.84,463,231,1,2015,1 -27,21207,0.07,0.01,4251053265,9416,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,1,6,19,Others,3,NY,440,88,No,Yes,0.84,1651,330,1,2015,2 -27,21207,0.07,0.01,4251053265,9416,Yes,Bachelor or equivalent,Female,Yes,Married,104,\N,1,6,19,Others,3,NY,440,88,No,Yes,0.84,807,807,1,2015,3 -57,132107,0.05,0.01,4251080694,9417,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,2,3,37,Technology Related Job,175,ND,137,102,No,No,0.3,4078,815,0,2015,1 -57,132107,0.05,0.01,4251080694,9417,Yes,Bachelor or equivalent,Male,Yes,Married,42,\N,2,3,37,Technology Related Job,175,ND,137,102,No,No,0.3,6194,884,0,2015,2 -59,187065,0.01,0.01,4251060510,9418,Yes,Bachelor or equivalent,Male,Yes,Single,12,\N,3,5,6,Technology Related Job,352,NE,237,137,No,Yes,0.83,2348,782,1,2015,1 -59,187065,0.01,0.01,4251060510,9418,Yes,Bachelor or equivalent,Male,Yes,Single,12,\N,3,5,6,Technology Related Job,352,NE,237,137,No,Yes,0.83,2348,587,1,2015,2 -62,242022,0.05,0,4251036664,9419,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,1,0,76,Technology Related Job,28,ME,336,172,No,No,0.36,6510,723,0,2015,1 -62,242022,0.05,0,4251036664,9419,Yes,Bachelor or equivalent,Female,Yes,Married,103,\N,1,0,76,Technology Related Job,28,ME,336,172,No,No,0.36,229,229,0,2015,2 -49,184108,0.04,0.01,4251029702,9420,Yes,Master or equivalent,Male,Yes,Married,24,\N,3,1,67,Others,392,NE,242,52,No,No,0.64,4029,805,0,2015,1 -49,184108,0.04,0.01,4251029702,9420,Yes,Master or equivalent,Male,Yes,Married,24,\N,3,1,67,Others,392,NE,242,52,No,No,0.64,2978,744,0,2015,2 -12,45008,0.02,0.02,4251041849,9421,Yes,PhD or equivalent,Female,Yes,Married,82,\N,0,7,86,Technology Related Job,64,NH,439,67,No,No,0.1,2158,1079,0,2015,1 -12,45008,0.02,0.02,4251041849,9421,Yes,PhD or equivalent,Female,Yes,Married,82,\N,0,7,86,Technology Related Job,64,NH,439,67,No,No,0.1,3543,885,0,2015,2 -12,45008,0.02,0.02,4251041849,9421,Yes,PhD or equivalent,Female,Yes,Married,82,\N,0,7,86,Technology Related Job,64,NH,439,67,No,No,0.1,683,683,0,2015,3 -14,99966,0.06,0.01,4251039075,9422,Yes,High School or below,Female,Yes,Single,52,\N,2,1,55,Technology Related Job,240,MA,38,102,No,No,0.63,3314,552,0,2015,1 -14,99966,0.06,0.01,4251039075,9422,Yes,High School or below,Female,Yes,Single,52,\N,2,1,55,Technology Related Job,240,MA,38,102,No,No,0.63,4418,631,0,2015,2 -16,154923,0.01,0.01,4251070926,9423,Yes,High School or below,Female,Yes,Single,23,\N,3,3,24,Technology Related Job,417,IN,137,137,No,No,0.16,6695,956,1,2015,1 -16,154923,0.01,0.01,4251070926,9423,Yes,High School or below,Female,Yes,Single,23,\N,3,3,24,Technology Related Job,417,IN,137,137,No,No,0.16,6854,761,1,2015,2 -18,209881,0.05,0,4251033999,9424,Yes,High School or below,Male,Yes,Married,114,\N,0,6,94,Technology Related Job,93,CT,237,172,No,No,0.69,6045,863,0,2015,1 -18,209881,0.05,0,4251033999,9424,Yes,High School or below,Male,Yes,Married,114,\N,0,6,94,Technology Related Job,93,CT,237,172,No,No,0.69,647,323,0,2015,2 -34,207910,0.07,0.02,4251030484,9425,Yes,High School or below,Female,No,Married,2,\N,3,3,34,Technology Related Job,453,MN,240,32,No,No,0.9,3751,625,1,2015,1 -34,207910,0.07,0.02,4251030484,9425,Yes,High School or below,Female,No,Married,2,\N,3,3,34,Technology Related Job,453,MN,240,32,No,No,0.9,2415,603,1,2015,2 -36,12867,0.03,0.01,4251032077,9426,Yes,High School or below,Male,Yes,Single,92,\N,0,5,3,Technology Related Job,129,KS,339,67,No,No,0.43,4326,865,0,2015,1 -36,12867,0.03,0.01,4251032077,9426,Yes,High School or below,Male,Yes,Single,92,\N,0,5,3,Technology Related Job,129,KS,339,67,No,No,0.43,3240,1080,0,2015,2 -36,12867,0.03,0.01,4251032077,9426,Yes,High School or below,Male,Yes,Single,92,\N,0,5,3,Technology Related Job,129,KS,339,67,No,No,0.43,643,643,0,2015,3 -38,67825,0.06,0.01,4251037605,9427,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,1,7,73,Technology Related Job,306,FL,439,102,No,No,0.96,3636,909,1,2015,1 -38,67825,0.06,0.01,4251037605,9427,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,1,7,73,Technology Related Job,306,FL,439,102,No,No,0.96,7920,1131,1,2015,2 -38,67825,0.06,0.01,4251037605,9427,Yes,Bachelor or equivalent,Male,Yes,Single,63,\N,1,7,73,Technology Related Job,306,FL,439,102,No,No,0.96,1302,1302,1,2015,3 -40,122782,0.02,0.01,4251071395,9428,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,2,2,42,Technology Related Job,482,AL,38,137,No,No,0.5,4875,812,0,2015,1 -40,122782,0.02,0.01,4251071395,9428,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,2,2,42,Technology Related Job,482,AL,38,137,No,No,0.5,3208,641,0,2015,2 -40,122782,0.02,0.01,4251071395,9428,Yes,Bachelor or equivalent,Female,Yes,Married,34,\N,2,2,42,Technology Related Job,482,AL,38,137,No,No,0.5,566,566,0,2015,3 -43,177740,0.06,0,4251089540,9429,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,0,4,12,Technology Related Job,158,UT,137,172,No,Yes,0.03,2527,631,0,2015,1 -43,177740,0.06,0,4251089540,9429,Yes,Bachelor or equivalent,Female,Yes,Single,5,\N,0,4,12,Technology Related Job,158,UT,137,172,No,Yes,0.03,6996,1166,0,2015,2 -59,175769,0,0.02,4251023336,9430,Yes,Master or equivalent,Female,Yes,Married,12,\N,2,1,52,Technology Related Job,18,HI,141,32,No,No,0.24,3332,666,0,2015,1 -59,175769,0,0.02,4251023336,9430,Yes,Master or equivalent,Female,Yes,Married,12,\N,2,1,52,Technology Related Job,18,HI,141,32,No,No,0.24,695,695,0,2015,2 -59,175769,0,0.02,4251023336,9430,Yes,Master or equivalent,Female,Yes,Married,12,\N,2,1,52,Technology Related Job,18,HI,141,32,No,No,0.24,707,707,0,2015,3 -61,230726,0.03,0.01,4251055482,9431,Yes,Master or equivalent,Female,No,Single,103,\N,3,3,21,Technology Related Job,194,AZ,240,67,No,No,0.77,2084,694,1,2015,1 -61,230726,0.03,0.01,4251055482,9431,Yes,Master or equivalent,Female,No,Single,103,\N,3,3,21,Technology Related Job,194,AZ,240,67,No,No,0.77,5551,616,1,2015,2 -63,35683,0.07,0.01,4251078244,9432,Yes,PhD or equivalent,Male,Yes,Married,74,\N,0,6,91,Technology Related Job,371,VA,339,102,No,No,0.3,3255,651,0,2015,1 -63,35683,0.07,0.01,4251078244,9432,Yes,PhD or equivalent,Male,Yes,Married,74,\N,0,6,91,Technology Related Job,371,VA,339,102,No,No,0.3,5510,918,0,2015,2 -65,90641,0.02,0.01,4251032837,9433,Yes,High School or below,Male,Yes,Single,45,\N,2,0,60,Technology Related Job,47,RI,439,137,No,No,0.83,4299,716,0,2015,1 -65,90641,0.02,0.01,4251032837,9433,Yes,High School or below,Male,Yes,Single,45,\N,2,0,60,Technology Related Job,47,RI,439,137,No,No,0.83,2766,691,0,2015,2 -13,88670,0.05,0.02,4251085490,9434,Yes,High School or below,Male,Yes,Married,52,\N,0,5,0,Others,407,CA,442,247,No,No,0.04,648,216,0,2015,1 -13,88670,0.05,0.02,4251085490,9434,Yes,High School or below,Male,Yes,Married,52,\N,0,5,0,Others,407,CA,442,247,No,No,0.04,3513,501,0,2015,2 -15,143627,0,0.02,4251074691,9435,Yes,High School or below,Male,Yes,Single,23,\N,1,7,70,Technology Related Job,83,WV,41,32,No,No,0.57,2696,674,0,2015,1 -15,143627,0,0.02,4251074691,9435,Yes,High School or below,Male,Yes,Single,23,\N,1,7,70,Technology Related Job,83,WV,41,32,No,No,0.57,438,219,0,2015,2 -17,198585,0.04,0.01,4251064314,9436,Yes,High School or below,Male,Yes,Married,114,\N,3,2,39,Technology Related Job,260,SD,141,67,No,No,0.1,3962,566,0,2015,1 -17,198585,0.04,0.01,4251064314,9436,Yes,High School or below,Male,Yes,Married,114,\N,3,2,39,Technology Related Job,260,SD,141,67,No,No,0.1,3740,935,0,2015,2 -19,3542,0.07,0.01,4251087133,9437,Yes,High School or below,Female,No,Single,85,\N,0,4,9,Technology Related Job,436,NC,240,102,No,No,0.63,1504,501,0,2015,1 -19,3542,0.07,0.01,4251087133,9437,Yes,High School or below,Female,No,Single,85,\N,0,4,9,Technology Related Job,436,NC,240,102,No,No,0.63,2166,541,0,2015,2 -35,1571,0.01,0.03,4251060166,9438,Yes,Bachelor or equivalent,Male,No,Married,92,\N,2,1,49,Others,296,WY,243,212,No,No,0.84,3122,780,0,2015,1 -35,1571,0.01,0.03,4251060166,9438,Yes,Bachelor or equivalent,Male,No,Married,92,\N,2,1,49,Others,296,WY,243,212,No,No,0.84,1863,931,0,2015,2 -37,56529,0.05,0.02,4251082010,9439,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,0,3,18,Others,472,TX,342,247,No,No,0.37,7019,779,1,2015,1 -37,56529,0.05,0.02,4251082010,9439,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,0,3,18,Others,472,TX,342,247,No,No,0.37,2551,637,1,2015,2 -37,56529,0.05,0.02,4251082010,9439,Yes,Bachelor or equivalent,Female,Yes,Single,63,\N,0,3,18,Others,472,TX,342,247,No,No,0.37,368,368,1,2015,3 -40,111486,0.01,0.02,4251059669,9440,Yes,Master or equivalent,Female,Yes,Married,34,\N,1,6,88,Technology Related Job,148,OH,442,32,No,Yes,0.91,3235,647,0,2015,1 -40,111486,0.01,0.02,4251059669,9440,Yes,Master or equivalent,Female,Yes,Married,34,\N,1,6,88,Technology Related Job,148,OH,442,32,No,Yes,0.91,5744,820,0,2015,2 -42,166443,0.04,0.01,4251061147,9441,Yes,Master or equivalent,Male,Yes,Single,5,\N,2,0,57,Technology Related Job,325,NV,41,67,No,No,0.44,8867,985,0,2015,1 -42,166443,0.04,0.01,4251061147,9441,Yes,Master or equivalent,Male,Yes,Single,5,\N,2,0,57,Technology Related Job,325,NV,41,67,No,No,0.44,2524,631,0,2015,2 -44,221401,0,0.01,4251084138,9442,Yes,Master or equivalent,Male,Yes,Married,96,\N,3,2,26,Technology Related Job,1,MA,140,102,No,No,0.97,4276,534,0,2015,1 -44,221401,0,0.01,4251084138,9442,Yes,Master or equivalent,Male,Yes,Married,96,\N,3,2,26,Technology Related Job,1,MA,140,102,No,No,0.97,4351,1087,0,2015,2 -60,219430,0.02,0.03,4251022437,9443,Yes,High School or below,Male,Yes,Single,103,\N,2,7,67,Others,361,PA,144,212,Yes,Yes,0.18,743,371,1,2015,1 -60,219430,0.02,0.03,4251022437,9443,Yes,High School or below,Male,Yes,Single,103,\N,2,7,67,Others,361,PA,144,212,Yes,Yes,0.18,2984,746,1,2015,2 -62,24387,0.06,0.02,4251040886,9444,No,High School or below,Male,No,Married,74,\N,3,1,36,Technology Related Job,37,NJ,243,247,No,No,0.71,6077,675,0,2015,1 -62,24387,0.06,0.02,4251040886,9444,No,High School or below,Male,No,Married,74,\N,3,1,36,Technology Related Job,37,NJ,243,247,No,No,0.71,3715,530,0,2015,2 -64,79345,0.01,0.02,4251020659,9445,Yes,High School or below,Female,Yes,Single,45,\N,0,4,6,Technology Related Job,214,MN,342,32,No,No,0.24,2616,523,0,2015,1 -64,79345,0.01,0.02,4251020659,9445,Yes,High School or below,Female,Yes,Single,45,\N,0,4,6,Technology Related Job,214,MN,342,32,No,No,0.24,6458,922,0,2015,2 -64,79345,0.01,0.02,4251020659,9445,Yes,High School or below,Female,Yes,Single,45,\N,0,4,6,Technology Related Job,214,MN,342,32,No,No,0.24,94,94,0,2015,3 -66,134302,0.05,0.01,4251052525,9446,Yes,High School or below,Female,Yes,Married,15,\N,2,6,75,Technology Related Job,390,IA,442,67,No,No,0.77,9159,763,0,2015,1 -66,134302,0.05,0.01,4251052525,9446,Yes,High School or below,Female,Yes,Married,15,\N,2,6,75,Technology Related Job,390,IA,442,67,No,No,0.77,1325,1325,0,2015,2 -14,132331,0.07,0.03,4251094311,9447,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,0,3,15,Others,250,NY,445,177,No,No,0.98,4043,808,0,2015,1 -14,132331,0.07,0.03,4251094311,9447,Yes,Bachelor or equivalent,Female,Yes,Single,23,\N,0,3,15,Others,250,NY,445,177,No,No,0.98,1933,644,0,2015,2 -16,187289,0.02,0.03,4251034625,9448,Yes,Bachelor or equivalent,Female,No,Married,114,\N,1,5,85,Others,426,MO,44,212,No,No,0.51,4353,725,0,2015,1 -16,187289,0.02,0.03,4251034625,9448,Yes,Bachelor or equivalent,Female,No,Married,114,\N,1,5,85,Others,426,MO,44,212,No,No,0.51,6027,1004,0,2015,2 -18,242246,0.06,0.02,4251073509,9449,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,3,0,54,Technology Related Job,102,LA,144,247,No,No,0.04,3899,649,0,2015,1 -18,242246,0.06,0.02,4251073509,9449,Yes,Bachelor or equivalent,Female,Yes,Single,85,\N,3,0,54,Technology Related Job,102,LA,144,247,No,No,0.04,127,63,0,2015,2 -21,47203,0.02,0.02,4251071407,9450,Yes,Bachelor or equivalent,Male,No,Married,55,\N,0,2,23,Technology Related Job,279,GA,243,32,No,No,0.57,6724,747,0,2015,1 -21,47203,0.02,0.02,4251071407,9450,Yes,Bachelor or equivalent,Male,No,Married,55,\N,0,2,23,Technology Related Job,279,GA,243,32,No,No,0.57,3869,967,0,2015,2 -51,158104,0,0.02,4251068639,9451,Yes,Master or equivalent,Female,Yes,Married,113,\N,1,7,42,Non-technology Related Job,451,ID,440,47,No,No,0.03,2901,967,0,2015,1 -51,158104,0,0.02,4251068639,9451,Yes,Master or equivalent,Female,Yes,Married,113,\N,1,7,42,Non-technology Related Job,451,ID,440,47,No,No,0.03,2948,982,0,2015,2 -51,158104,0,0.02,4251068639,9451,Yes,Master or equivalent,Female,Yes,Married,113,\N,1,7,42,Non-technology Related Job,451,ID,440,47,No,No,0.03,829,829,0,2015,3 -39,100190,0.07,0.03,4251066465,9452,Yes,High School or below,Male,Yes,Married,34,\N,0,1,33,Others,315,MD,346,177,No,No,0.32,2259,564,0,2015,1 -39,100190,0.07,0.03,4251066465,9452,Yes,High School or below,Male,Yes,Married,34,\N,0,1,33,Others,315,MD,346,177,No,No,0.32,3747,1249,0,2015,2 -41,155147,0.03,0.03,4251071273,9453,Yes,High School or below,Male,Yes,Single,5,\N,1,4,3,Others,491,ID,445,212,No,No,0.85,5039,839,0,2015,1 -41,155147,0.03,0.03,4251071273,9453,Yes,High School or below,Male,Yes,Single,5,\N,1,4,3,Others,491,ID,445,212,No,No,0.85,6492,649,0,2015,2 -43,210105,0.07,0.02,4251033267,9454,Yes,High School or below,Female,No,Single,95,\N,2,6,72,Technology Related Job,168,CA,44,247,No,No,0.38,3833,766,0,2015,1 -43,210105,0.07,0.02,4251033267,9454,Yes,High School or below,Female,No,Single,95,\N,2,6,72,Technology Related Job,168,CA,44,247,No,No,0.38,3018,1006,0,2015,2 -73,71005,0.05,0.03,4251030296,9455,Yes,High School or below,Male,Yes,Married,33,\N,3,3,90,Technology Related Job,340,CT,241,12,No,No,0.83,1792,896,0,2015,1 -73,71005,0.05,0.03,4251030296,9455,Yes,High School or below,Male,Yes,Married,33,\N,3,3,90,Technology Related Job,340,CT,241,12,No,No,0.83,2467,493,0,2015,2 -76,125963,0,0.02,4251054426,9456,Yes,High School or below,Male,No,Single,4,\N,0,6,60,Non-technology Related Job,16,WI,341,47,No,Yes,0.36,2899,724,0,2015,1 -76,125963,0,0.02,4251054426,9456,Yes,High School or below,Male,No,Single,4,\N,0,6,60,Non-technology Related Job,16,WI,341,47,No,Yes,0.36,3570,892,0,2015,2 -63,68049,0,0.03,4251054753,9457,Yes,High School or below,Female,Yes,Married,44,\N,3,0,51,Others,380,CT,246,177,No,No,0.65,6879,859,0,2015,1 -63,68049,0,0.03,4251054753,9457,Yes,High School or below,Female,Yes,Married,44,\N,3,0,51,Others,380,CT,246,177,No,No,0.65,1782,594,0,2015,2 -65,123006,0.03,0.03,4251027816,9458,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,0,2,20,Others,56,WY,346,212,No,No,0.18,4454,742,1,2015,1 -65,123006,0.03,0.03,4251027816,9458,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,0,2,20,Others,56,WY,346,212,No,No,0.18,2418,483,1,2015,2 -68,177963,0.07,0.02,4251019027,9459,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,1,4,90,Technology Related Job,233,TN,445,247,No,No,0.71,864,432,0,2015,1 -68,177963,0.07,0.02,4251019027,9459,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,1,4,90,Technology Related Job,233,TN,445,247,No,No,0.71,6916,1152,0,2015,2 -68,177963,0.07,0.02,4251019027,9459,Yes,Bachelor or equivalent,Male,Yes,Married,106,\N,1,4,90,Technology Related Job,233,TN,445,247,No,No,0.71,1020,1020,0,2015,3 -30,38864,0.05,0.02,4251092438,9460,Yes,Bachelor or equivalent,Female,No,Married,44,\N,3,2,8,Technology Related Job,405,UT,142,12,No,No,0.17,3854,550,0,2015,1 -30,38864,0.05,0.02,4251092438,9460,Yes,Bachelor or equivalent,Female,No,Married,44,\N,3,2,8,Technology Related Job,405,UT,142,12,No,No,0.17,3438,687,0,2015,2 -30,38864,0.05,0.02,4251092438,9460,Yes,Bachelor or equivalent,Female,No,Married,44,\N,3,2,8,Technology Related Job,405,UT,142,12,No,No,0.17,52,52,0,2015,3 -32,93821,0.01,0.02,4251089699,9461,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,0,4,78,Non-technology Related Job,81,OR,241,47,No,No,0.7,992,496,1,2015,1 -32,93821,0.01,0.02,4251089699,9461,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,0,4,78,Non-technology Related Job,81,OR,241,47,No,No,0.7,1719,859,1,2015,2 -32,93821,0.01,0.02,4251089699,9461,Yes,Bachelor or equivalent,Male,Yes,Single,15,\N,0,4,78,Non-technology Related Job,81,OR,241,47,No,No,0.7,117,117,1,2015,3 -20,35907,0,0.03,4251026586,9462,Yes,PhD or equivalent,Female,Yes,Single,55,\N,2,6,69,Others,445,UT,147,177,No,No,0.98,5292,756,0,2015,1 -20,35907,0,0.03,4251026586,9462,Yes,PhD or equivalent,Female,Yes,Single,55,\N,2,6,69,Others,445,UT,147,177,No,No,0.98,4651,930,0,2015,2 -22,90865,0.04,0.02,4251016301,9463,Yes,High School or below,Female,Yes,Married,26,\N,0,0,38,Technology Related Job,121,OR,246,212,No,No,0.51,3785,946,0,2015,1 -22,90865,0.04,0.02,4251016301,9463,Yes,High School or below,Female,Yes,Married,26,\N,0,0,38,Technology Related Job,121,OR,246,212,No,No,0.51,227,227,0,2015,2 -22,90865,0.04,0.02,4251016301,9463,Yes,High School or below,Female,Yes,Married,26,\N,0,0,38,Technology Related Job,121,OR,246,212,No,No,0.51,334,334,0,2015,3 -52,201765,0.02,0.03,4251027924,9464,No,High School or below,Male,Yes,Married,84,\N,1,5,57,Technology Related Job,294,RI,443,227,No,No,0.97,1448,724,0,2015,1 -52,201765,0.02,0.03,4251027924,9464,No,High School or below,Male,Yes,Married,84,\N,1,5,57,Technology Related Job,294,RI,443,227,No,No,0.97,2386,596,0,2015,2 -54,6723,0.06,0.02,4251017240,9465,Yes,High School or below,Male,Yes,Single,55,\N,2,0,26,Technology Related Job,470,NM,42,12,No,No,0.5,4213,842,0,2015,1 -54,6723,0.06,0.02,4251017240,9465,Yes,High School or below,Male,Yes,Single,55,\N,2,0,26,Technology Related Job,470,NM,42,12,No,No,0.5,1392,696,0,2015,2 -57,61680,0.01,0.02,4251023208,9466,Yes,High School or below,Female,No,Married,26,\N,3,2,95,Non-technology Related Job,146,MS,142,47,No,No,0.03,1830,457,0,2015,1 -57,61680,0.01,0.02,4251023208,9466,Yes,High School or below,Female,No,Married,26,\N,3,2,95,Non-technology Related Job,146,MS,142,47,No,No,0.03,3429,685,0,2015,2 -44,3766,0.01,0.03,4251074457,9467,Yes,High School or below,Male,No,Married,66,\N,2,4,87,Others,10,NY,48,177,No,No,0.32,1314,657,0,2015,1 -44,3766,0.01,0.03,4251074457,9467,Yes,High School or below,Male,No,Married,66,\N,2,4,87,Others,10,NY,48,177,No,No,0.32,2620,327,0,2015,2 -75,114666,0.07,0.03,4251044995,9468,Yes,High School or below,Female,Yes,Married,4,\N,3,1,5,Technology Related Job,183,NC,244,192,No,No,0.77,6157,559,0,2015,1 -75,114666,0.07,0.03,4251044995,9468,Yes,High School or below,Female,Yes,Married,4,\N,3,1,5,Technology Related Job,183,NC,244,192,No,No,0.77,3862,772,0,2015,2 -77,169624,0.03,0.03,4251033903,9469,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,0,4,75,Technology Related Job,359,MT,344,227,No,No,0.3,4483,896,0,2015,1 -77,169624,0.03,0.03,4251033903,9469,Yes,Bachelor or equivalent,Female,Yes,Single,95,\N,0,4,75,Technology Related Job,359,MT,344,227,No,No,0.3,4890,698,0,2015,2 -79,224581,0.06,0.02,4251072756,9470,Yes,Bachelor or equivalent,Male,Yes,Married,66,\N,2,6,44,Non-technology Related Job,35,ME,443,12,No,No,0.84,4650,664,0,2015,1 -79,224581,0.06,0.02,4251072756,9470,Yes,Bachelor or equivalent,Male,Yes,Married,66,\N,2,6,44,Non-technology Related Job,35,ME,443,12,No,No,0.84,8809,880,0,2015,2 -13,29539,0.02,0.02,4251087486,9471,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,0,13,Non-technology Related Job,211,HI,42,47,No,No,0.37,7169,896,0,2015,1 -13,29539,0.02,0.02,4251087486,9471,Yes,Bachelor or equivalent,Male,Yes,Single,36,\N,3,0,13,Non-technology Related Job,211,HI,42,47,No,No,0.37,4208,701,0,2015,2 -69,221625,0.01,0.03,4251087838,9472,Yes,Master or equivalent,Female,Yes,Single,77,\N,1,2,5,Others,75,ME,448,177,No,No,0.65,4530,755,0,2015,1 -69,221625,0.01,0.03,4251087838,9472,Yes,Master or equivalent,Female,Yes,Single,77,\N,1,2,5,Others,75,ME,448,177,No,No,0.65,1112,370,0,2015,2 -31,82525,0,0.03,4251061237,9473,Yes,PhD or equivalent,Male,No,Single,15,\N,3,0,23,Technology Related Job,248,MA,145,192,Yes,No,0.11,3460,865,0,2015,1 -31,82525,0,0.03,4251061237,9473,Yes,PhD or equivalent,Male,No,Single,15,\N,3,0,23,Technology Related Job,248,MA,145,192,Yes,No,0.11,6193,774,0,2015,2 -33,137483,0.03,0.03,4251093992,9474,Yes,High School or below,Female,Yes,Married,106,\N,0,2,92,Technology Related Job,424,IL,244,227,No,No,0.64,1365,682,0,2015,1 -33,137483,0.03,0.03,4251093992,9474,Yes,High School or below,Female,Yes,Married,106,\N,0,2,92,Technology Related Job,424,IL,244,227,No,No,0.64,2321,580,0,2015,2 -36,192440,0.07,0.02,4251057459,9475,Yes,High School or below,Female,Yes,Single,76,\N,1,4,62,Non-technology Related Job,100,CO,344,12,No,No,0.17,3598,719,0,2015,1 -36,192440,0.07,0.02,4251057459,9475,Yes,High School or below,Female,Yes,Single,76,\N,1,4,62,Non-technology Related Job,100,CO,344,12,No,No,0.17,365,365,0,2015,2 -36,192440,0.07,0.02,4251057459,9475,Yes,High School or below,Female,Yes,Single,76,\N,1,4,62,Non-technology Related Job,100,CO,344,12,No,No,0.17,1179,1179,0,2015,3 -38,247398,0.02,0.02,4251019748,9476,Yes,High School or below,Female,Yes,Married,47,\N,2,6,31,Non-technology Related Job,277,WI,443,47,Yes,No,0.7,6259,695,0,2015,1 -38,247398,0.02,0.02,4251019748,9476,Yes,High School or below,Female,Yes,Married,47,\N,2,6,31,Non-technology Related Job,277,WI,443,47,Yes,No,0.7,4801,800,0,2015,2 -54,245427,0.04,0,4251019169,9477,Yes,High School or below,Female,Yes,Single,55,\N,1,4,72,Technology Related Job,137,KS,446,157,No,No,0.91,6867,858,0,2015,1 -54,245427,0.04,0,4251019169,9477,Yes,High School or below,Female,Yes,Single,55,\N,1,4,72,Technology Related Job,137,KS,446,157,No,No,0.91,2166,722,0,2015,2 -56,50384,0,0.03,4251088761,9478,Yes,High School or below,Female,Yes,Married,25,\N,2,6,41,Technology Related Job,313,DE,46,192,No,Yes,0.44,1904,952,0,2015,1 -56,50384,0,0.03,4251088761,9478,Yes,High School or below,Female,Yes,Married,25,\N,2,6,41,Technology Related Job,313,DE,46,192,No,Yes,0.44,2491,1245,0,2015,2 -58,105341,0.04,0.03,4251083637,9479,Yes,Bachelor or equivalent,Male,No,Single,116,\N,3,0,10,Technology Related Job,489,AL,145,227,No,No,0.97,3669,733,0,2015,1 -58,105341,0.04,0.03,4251083637,9479,Yes,Bachelor or equivalent,Male,No,Single,116,\N,3,0,10,Technology Related Job,489,AL,145,227,No,No,0.97,2551,510,0,2015,2 -60,160299,0.07,0.02,4251009404,9480,Yes,Bachelor or equivalent,Male,Yes,Married,87,\N,1,2,80,Non-technology Related Job,165,TX,244,12,No,No,0.5,2138,712,0,2015,1 -60,160299,0.07,0.02,4251009404,9480,Yes,Bachelor or equivalent,Male,Yes,Married,87,\N,1,2,80,Non-technology Related Job,165,TX,244,12,No,No,0.5,3569,892,0,2015,2 -76,158328,0.01,0,4251044448,9481,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,3,0,20,Technology Related Job,26,GA,248,122,No,Yes,0.71,4449,741,1,2015,1 -76,158328,0.01,0,4251044448,9481,Yes,Bachelor or equivalent,Male,Yes,Single,95,\N,3,0,20,Technology Related Job,26,GA,248,122,No,Yes,0.71,2856,714,1,2015,2 -78,213285,0.05,0,4251045317,9482,Yes,Master or equivalent,Male,Yes,Married,65,\N,0,2,90,Technology Related Job,202,AZ,347,157,No,No,0.25,2067,1033,0,2015,1 -78,213285,0.05,0,4251045317,9482,Yes,Master or equivalent,Male,Yes,Married,65,\N,0,2,90,Technology Related Job,202,AZ,347,157,No,No,0.25,1952,650,0,2015,2 -12,18243,0.01,0.03,4251055343,9483,Yes,Master or equivalent,Female,Yes,Single,36,\N,1,4,59,Technology Related Job,378,VA,446,192,No,No,0.78,1963,654,0,2015,1 -12,18243,0.01,0.03,4251055343,9483,Yes,Master or equivalent,Female,Yes,Single,36,\N,1,4,59,Technology Related Job,378,VA,446,192,No,No,0.78,3789,473,0,2015,2 -14,73200,0.04,0.03,4251060857,9484,Yes,PhD or equivalent,Female,Yes,Single,7,\N,3,6,28,Technology Related Job,54,PA,46,227,No,No,0.31,4593,918,1,2015,1 -14,73200,0.04,0.03,4251060857,9484,Yes,PhD or equivalent,Female,Yes,Single,7,\N,3,6,28,Technology Related Job,54,PA,46,227,No,No,0.31,4611,922,1,2015,2 -17,128158,0,0.02,4251096164,9485,Yes,High School or below,Male,No,Married,98,\N,0,0,98,Non-technology Related Job,231,NM,145,12,No,No,0.84,1069,356,0,2015,1 -17,128158,0,0.02,4251096164,9485,Yes,High School or below,Male,No,Married,98,\N,0,0,98,Non-technology Related Job,231,NM,145,12,No,No,0.84,2011,402,0,2015,2 -17,128158,0,0.02,4251096164,9485,Yes,High School or below,Male,No,Married,98,\N,0,0,98,Non-technology Related Job,231,NM,145,12,No,No,0.84,659,659,0,2015,3 -32,126187,0.02,0,4251085302,9486,Yes,High School or below,Female,Yes,Married,105,\N,2,6,38,Technology Related Job,91,WV,148,122,No,No,0.05,3327,665,0,2015,1 -32,126187,0.02,0,4251085302,9486,Yes,High School or below,Female,Yes,Married,105,\N,2,6,38,Technology Related Job,91,WV,148,122,No,No,0.05,1338,446,0,2015,2 -35,181144,0.05,0,4251039766,9487,Yes,High School or below,Male,Yes,Married,76,\N,0,0,7,Technology Related Job,267,SC,248,157,No,No,0.58,8506,850,0,2015,1 -35,181144,0.05,0,4251039766,9487,Yes,High School or below,Male,Yes,Married,76,\N,0,0,7,Technology Related Job,267,SC,248,157,No,No,0.58,2961,493,0,2015,2 -37,236101,0.01,0.03,4251092969,9488,Yes,High School or below,Male,Yes,Single,47,\N,1,2,77,Technology Related Job,443,NC,347,192,No,No,0.11,5105,729,0,2015,1 -37,236101,0.01,0.03,4251092969,9488,Yes,High School or below,Male,Yes,Single,47,\N,1,2,77,Technology Related Job,443,NC,347,192,No,No,0.11,963,321,0,2015,2 -37,236101,0.01,0.03,4251092969,9488,Yes,High School or below,Male,Yes,Single,47,\N,1,2,77,Technology Related Job,443,NC,347,192,No,No,0.11,777,777,0,2015,3 -39,41059,0.05,0.03,4251071533,9489,Yes,High School or below,Male,Yes,Married,18,\N,2,4,46,Non-technology Related Job,119,MO,446,227,No,Yes,0.64,1319,659,0,2015,1 -39,41059,0.05,0.03,4251071533,9489,Yes,High School or below,Male,Yes,Married,18,\N,2,4,46,Non-technology Related Job,119,MO,446,227,No,Yes,0.64,3042,507,0,2015,2 -55,39088,0.07,0,4251036141,9490,Yes,Bachelor or equivalent,Male,No,Single,25,\N,1,2,87,Technology Related Job,480,TN,450,87,No,No,0.85,2674,534,0,2015,1 -55,39088,0.07,0,4251036141,9490,Yes,Bachelor or equivalent,Male,No,Single,25,\N,1,2,87,Technology Related Job,480,TN,450,87,No,No,0.85,4560,570,0,2015,2 -57,94045,0.02,0,4251097349,9491,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,2,4,56,Technology Related Job,156,OH,49,122,No,No,0.38,6026,860,0,2015,1 -57,94045,0.02,0,4251097349,9491,Yes,Bachelor or equivalent,Male,Yes,Married,116,\N,2,4,56,Technology Related Job,156,OH,49,122,No,No,0.38,2429,1214,0,2015,2 -59,149003,0.06,0,4251066433,9492,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,6,25,Technology Related Job,332,NV,148,157,No,No,0.91,1867,933,0,2015,1 -59,149003,0.06,0,4251066433,9492,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,6,25,Technology Related Job,332,NV,148,157,No,No,0.91,4682,668,0,2015,2 -59,149003,0.06,0,4251066433,9492,Yes,Bachelor or equivalent,Female,Yes,Single,87,\N,3,6,25,Technology Related Job,332,NV,148,157,No,No,0.91,1008,1008,0,2015,3 -61,203960,0.02,0.03,4251030377,9493,Yes,Master or equivalent,Female,Yes,Married,58,\N,0,0,95,Technology Related Job,8,MD,248,192,No,No,0.44,1732,866,0,2015,1 -61,203960,0.02,0.03,4251030377,9493,Yes,Master or equivalent,Female,Yes,Married,58,\N,0,0,95,Technology Related Job,8,MD,248,192,No,No,0.44,1425,475,0,2015,2 -77,201989,0.04,0.01,4251009820,9494,Yes,High School or below,Female,Yes,Single,65,\N,3,6,35,Technology Related Job,368,OR,251,52,No,No,0.66,798,266,0,2015,1 -77,201989,0.04,0.01,4251009820,9494,Yes,High School or below,Female,Yes,Single,65,\N,3,6,35,Technology Related Job,368,OR,251,52,No,No,0.66,5315,759,0,2015,2 -79,6947,0.07,0,4251029031,9495,Yes,High School or below,Female,Yes,Married,36,\N,0,0,4,Technology Related Job,45,NJ,350,87,No,No,0.19,5558,1111,0,2015,1 -79,6947,0.07,0,4251029031,9495,Yes,High School or below,Female,Yes,Married,36,\N,0,0,4,Technology Related Job,45,NJ,350,87,No,No,0.19,2234,558,0,2015,2 -14,61904,0.03,0,4251080992,9496,Yes,High School or below,Male,No,Single,7,\N,1,2,74,Technology Related Job,221,MI,450,122,No,No,0.72,2649,883,0,2015,1 -14,61904,0.03,0,4251080992,9496,Yes,High School or below,Male,No,Single,7,\N,1,2,74,Technology Related Job,221,MI,450,122,No,No,0.72,3561,593,0,2015,2 -16,116861,0.06,0.03,4251042045,9497,Yes,High School or below,Male,Yes,Married,98,\N,3,4,43,Technology Related Job,397,IA,49,157,No,No,0.25,1208,604,0,2015,1 -16,116861,0.06,0.03,4251042045,9497,Yes,High School or below,Male,Yes,Married,98,\N,3,4,43,Technology Related Job,397,IA,49,157,No,No,0.25,3276,546,0,2015,2 -46,227762,0.05,0,4251099010,9498,Yes,High School or below,Female,Yes,Married,36,\N,0,2,62,Non-technology Related Job,70,KY,246,172,No,No,0.7,6463,718,0,2015,2 -34,169848,0.04,0.01,4251019464,9499,Yes,Bachelor or equivalent,Male,Yes,Married,76,\N,2,4,53,Technology Related Job,434,MS,151,52,No,No,0.99,2792,930,1,2015,1 -34,169848,0.04,0.01,4251019464,9499,Yes,Bachelor or equivalent,Male,Yes,Married,76,\N,2,4,53,Technology Related Job,434,MS,151,52,No,No,0.99,4619,577,1,2015,2 -36,224805,0,0,4251051459,9500,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,0,6,22,Technology Related Job,110,KY,251,87,No,No,0.52,4983,830,0,2015,1 -36,224805,0,0,4251051459,9500,Yes,Bachelor or equivalent,Female,Yes,Single,47,\N,0,6,22,Technology Related Job,110,KY,251,87,No,No,0.52,2049,683,0,2015,2 -38,29763,0.03,0,4251093083,9501,No,Bachelor or equivalent,Female,Yes,Married,18,\N,1,0,92,Technology Related Job,286,GA,350,122,No,No,0.05,5770,641,0,2015,1 -38,29763,0.03,0,4251093083,9501,No,Bachelor or equivalent,Female,Yes,Married,18,\N,1,0,92,Technology Related Job,286,GA,350,122,No,No,0.05,2774,924,0,2015,2 -40,84720,0.07,0.03,4251095713,9502,Yes,Bachelor or equivalent,Female,No,Single,109,\N,2,2,61,Technology Related Job,462,AK,449,157,No,No,0.58,10319,859,0,2015,1 -40,84720,0.07,0.03,4251095713,9502,Yes,Bachelor or equivalent,Female,No,Single,109,\N,2,2,61,Technology Related Job,462,AK,449,157,No,No,0.58,2886,962,0,2015,2 -71,195621,0.05,0,4251031126,9503,Yes,Bachelor or equivalent,Male,Yes,Single,46,\N,3,0,79,Non-technology Related Job,135,AR,146,172,No,No,0.04,5509,787,0,2015,1 -71,195621,0.05,0,4251031126,9503,Yes,Bachelor or equivalent,Male,Yes,Single,46,\N,3,0,79,Non-technology Related Job,135,AR,146,172,No,No,0.04,2272,757,0,2015,2 -58,137707,0.05,0.01,4251032776,9504,Yes,PhD or equivalent,Female,Yes,Single,87,\N,2,2,71,Technology Related Job,499,ID,52,52,Yes,No,0.32,5175,1035,0,2015,1 -58,137707,0.05,0.01,4251032776,9504,Yes,PhD or equivalent,Female,Yes,Single,87,\N,2,2,71,Technology Related Job,499,ID,52,52,Yes,No,0.32,3093,618,0,2015,2 -60,192664,0,0,4251094965,9505,Yes,High School or below,Male,Yes,Married,58,\N,3,4,40,Technology Related Job,175,AR,151,87,No,No,0.85,6662,951,0,2015,1 -60,192664,0,0,4251094965,9505,Yes,High School or below,Male,Yes,Married,58,\N,3,4,40,Technology Related Job,175,AR,151,87,No,No,0.85,3411,1137,0,2015,2 -63,247621,0.04,0,4251096524,9506,Yes,High School or below,Male,Yes,Single,28,\N,0,6,9,Technology Related Job,351,WA,251,122,No,No,0.39,1988,662,0,2015,1 -63,247621,0.04,0,4251096524,9506,Yes,High School or below,Male,Yes,Single,28,\N,0,6,9,Technology Related Job,351,WA,251,122,No,No,0.39,3092,1030,0,2015,2 -63,247621,0.04,0,4251096524,9506,Yes,High School or below,Male,Yes,Single,28,\N,0,6,9,Technology Related Job,351,WA,251,122,No,No,0.39,623,623,0,2015,3 -25,108522,0.02,0,4251009203,9507,Yes,High School or below,Female,Yes,Single,86,\N,1,4,28,Non-technology Related Job,24,WI,448,137,No,No,0.84,2002,400,0,2015,1 -25,108522,0.02,0,4251009203,9507,Yes,High School or below,Female,Yes,Single,86,\N,1,4,28,Non-technology Related Job,24,WI,448,137,No,No,0.84,1460,486,0,2015,2 -27,163479,0.06,0,4251008800,9508,Yes,High School or below,Male,No,Married,57,\N,3,6,97,Non-technology Related Job,200,SD,47,172,No,No,0.37,3398,849,0,2015,1 -27,163479,0.06,0,4251008800,9508,Yes,High School or below,Male,No,Married,57,\N,3,6,97,Non-technology Related Job,200,SD,47,172,No,No,0.37,2863,477,0,2015,2 -15,105565,0.05,0.01,4251064015,9509,Yes,High School or below,Female,No,Married,98,\N,1,0,89,Technology Related Job,64,WI,453,52,No,No,0.66,4253,850,1,2015,1 -15,105565,0.05,0.01,4251064015,9509,Yes,High School or below,Female,No,Married,98,\N,1,0,89,Technology Related Job,64,WI,453,52,No,No,0.66,2091,697,1,2015,2 -17,160523,0.01,0,4251089522,9510,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,2,2,58,Technology Related Job,240,TN,52,87,No,No,0.19,7553,944,0,2015,1 -17,160523,0.01,0,4251089522,9510,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,2,2,58,Technology Related Job,240,TN,52,87,No,No,0.19,1356,678,0,2015,2 -47,21423,0.07,0.01,4251039818,9511,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,0,0,76,Non-technology Related Job,412,UT,249,102,No,No,0.65,8539,776,0,2015,1 -47,21423,0.07,0.01,4251039818,9511,Yes,Bachelor or equivalent,Male,Yes,Single,6,\N,0,0,76,Non-technology Related Job,412,UT,249,102,No,No,0.65,2461,615,0,2015,2 -49,76381,0.03,0,4251071156,9512,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,1,2,46,Non-technology Related Job,89,OK,348,137,No,No,0.18,2853,951,0,2015,1 -49,76381,0.03,0,4251071156,9512,Yes,Bachelor or equivalent,Female,Yes,Married,97,\N,1,2,46,Non-technology Related Job,89,OK,348,137,No,No,0.18,6840,855,0,2015,2 -52,131338,0.06,0,4251074486,9513,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,2,4,15,Non-technology Related Job,265,NH,448,172,No,No,0.71,3193,798,0,2015,1 -52,131338,0.06,0,4251074486,9513,Yes,Bachelor or equivalent,Female,Yes,Single,68,\N,2,4,15,Non-technology Related Job,265,NH,448,172,No,No,0.71,1952,390,0,2015,2 -39,73424,0.06,0.01,4251009744,9514,Yes,Master or equivalent,Male,Yes,Single,108,\N,1,6,6,Technology Related Job,129,OK,353,52,No,Yes,0.99,5257,525,0,2015,1 -39,73424,0.06,0.01,4251009744,9514,Yes,Master or equivalent,Male,Yes,Single,108,\N,1,6,6,Technology Related Job,129,OK,353,52,No,Yes,0.99,1333,444,0,2015,2 -41,128382,0.01,0,4251090956,9515,Yes,High School or below,Female,No,Single,79,\N,2,0,76,Technology Related Job,305,NH,453,87,No,No,0.52,2875,958,0,2015,1 -41,128382,0.01,0,4251090956,9515,Yes,High School or below,Female,No,Single,79,\N,2,0,76,Technology Related Job,305,NH,453,87,No,No,0.52,5623,803,0,2015,2 -72,239282,0,0.01,4251067080,9516,Yes,High School or below,Male,Yes,Married,17,\N,3,6,94,Non-technology Related Job,478,NM,150,102,No,Yes,0.98,964,482,0,2015,1 -72,239282,0,0.01,4251067080,9516,Yes,High School or below,Male,Yes,Married,17,\N,3,6,94,Non-technology Related Job,478,NM,150,102,No,Yes,0.98,4525,754,0,2015,2 -74,44239,0.03,0,4251076886,9517,Yes,High School or below,Male,Yes,Married,108,\N,0,0,64,Non-technology Related Job,154,MS,249,137,No,No,0.51,3681,736,0,2015,1 -74,44239,0.03,0,4251076886,9517,Yes,High School or below,Male,Yes,Married,108,\N,0,0,64,Non-technology Related Job,154,MS,249,137,No,No,0.51,2720,680,0,2015,2 -76,99197,0.07,0,4251029236,9518,Yes,High School or below,Male,Yes,Single,79,\N,2,2,33,Non-technology Related Job,330,KS,348,172,No,No,0.04,2575,429,0,2015,1 -76,99197,0.07,0,4251029236,9518,Yes,High School or below,Male,Yes,Single,79,\N,2,2,33,Non-technology Related Job,330,KS,348,172,No,No,0.04,3782,540,0,2015,2 -64,41283,0.06,0.01,4251019332,9519,Yes,High School or below,Female,No,Single,119,\N,0,4,24,Technology Related Job,194,MS,254,52,No,No,0.33,3363,672,0,2015,1 -64,41283,0.06,0.01,4251019332,9519,Yes,High School or below,Female,No,Single,119,\N,0,4,24,Technology Related Job,194,MS,254,52,No,No,0.33,3871,645,0,2015,2 -26,152183,0.04,0.01,4251087406,9520,Yes,High School or below,Male,Yes,Single,57,\N,1,2,43,Non-technology Related Job,366,MT,451,67,No,No,0.78,3355,1118,0,2015,1 -26,152183,0.04,0.01,4251087406,9520,Yes,High School or below,Male,Yes,Single,57,\N,1,2,43,Non-technology Related Job,366,MT,451,67,No,No,0.78,2506,626,0,2015,2 -28,207141,0,0.01,4251087956,9521,No,Bachelor or equivalent,Female,Yes,Married,28,\N,3,4,12,Non-technology Related Job,43,LA,50,102,No,No,0.31,2580,860,0,2015,1 -28,207141,0,0.01,4251087956,9521,No,Bachelor or equivalent,Female,Yes,Married,28,\N,3,4,12,Non-technology Related Job,43,LA,50,102,No,No,0.31,4191,838,0,2015,2 -31,12098,0.04,0,4251075977,9522,Yes,Bachelor or equivalent,Female,Yes,Single,119,\N,0,6,82,Non-technology Related Job,219,HI,150,137,No,No,0.84,1709,569,0,2015,1 -31,12098,0.04,0,4251075977,9522,Yes,Bachelor or equivalent,Female,Yes,Single,119,\N,0,6,82,Non-technology Related Job,219,HI,150,137,No,No,0.84,3400,680,0,2015,2 -33,67056,0.07,0,4251050233,9523,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,1,0,51,Non-technology Related Job,395,AR,249,172,No,No,0.38,3872,553,1,2015,1 -33,67056,0.07,0,4251050233,9523,Yes,Bachelor or equivalent,Male,Yes,Married,90,\N,1,0,51,Non-technology Related Job,395,AR,249,172,No,No,0.38,7651,850,1,2015,2 -49,65084,0.01,0.01,4251050074,9524,Yes,Master or equivalent,Female,Yes,Single,97,\N,0,6,91,Technology Related Job,255,MD,252,32,No,No,0.59,3241,648,0,2015,1 -49,65084,0.01,0.01,4251050074,9524,Yes,Master or equivalent,Female,Yes,Single,97,\N,0,6,91,Technology Related Job,255,MD,252,32,No,No,0.59,5034,719,0,2015,2 -51,120042,0.05,0.01,4251075688,9525,Yes,Master or equivalent,Male,No,Married,68,\N,1,0,61,Non-technology Related Job,432,IL,351,67,No,No,0.12,7200,720,0,2015,1 -51,120042,0.05,0.01,4251075688,9525,Yes,Master or equivalent,Male,No,Married,68,\N,1,0,61,Non-technology Related Job,432,IL,351,67,No,No,0.12,3501,700,0,2015,2 diff --git a/samples/features/r-services/Telco Customer Churn v4/Data/state_latlon.csv b/samples/features/r-services/Telco Customer Churn v4/Data/state_latlon.csv deleted file mode 100644 index ee139874..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/Data/state_latlon.csv +++ /dev/null @@ -1,56 +0,0 @@ -"state","latitude","longitude" -AK,61.3850,-152.2683 -AL,32.7990,-86.8073 -AR,34.9513,-92.3809 -AS,14.2417,-170.7197 -AZ,33.7712,-111.3877 -CA,36.1700,-119.7462 -CO,39.0646,-105.3272 -CT,41.5834,-72.7622 -DC,38.8964,-77.0262 -DE,39.3498,-75.5148 -FL,27.8333,-81.7170 -GA,32.9866,-83.6487 -HI,21.1098,-157.5311 -IA,42.0046,-93.2140 -ID,44.2394,-114.5103 -IL,40.3363,-89.0022 -IN,39.8647,-86.2604 -KS,38.5111,-96.8005 -KY,37.6690,-84.6514 -LA,31.1801,-91.8749 -MA,42.2373,-71.5314 -MD,39.0724,-76.7902 -ME,44.6074,-69.3977 -MI,43.3504,-84.5603 -MN,45.7326,-93.9196 -MO,38.4623,-92.3020 -MP,14.8058,145.5505 -MS,32.7673,-89.6812 -MT,46.9048,-110.3261 -NC,35.6411,-79.8431 -ND,47.5362,-99.7930 -NE,41.1289,-98.2883 -NH,43.4108,-71.5653 -NJ,40.3140,-74.5089 -NM,34.8375,-106.2371 -NV,38.4199,-117.1219 -NY,42.1497,-74.9384 -OH,40.3736,-82.7755 -OK,35.5376,-96.9247 -OR,44.5672,-122.1269 -PA,40.5773,-77.2640 -PR,18.2766,-66.3350 -RI,41.6772,-71.5101 -SC,33.8191,-80.9066 -SD,44.2853,-99.4632 -TN,35.7449,-86.7489 -TX,31.1060,-97.6475 -UT,40.1135,-111.8535 -VA,37.7680,-78.2057 -VI,18.0001,-64.8199 -VT,44.0407,-72.7093 -WA,47.3917,-121.5708 -WI,44.2563,-89.6385 -WV,38.4680,-80.9696 -WY,42.7475,-107.2085 diff --git a/samples/features/r-services/Telco Customer Churn v4/R/README.md b/samples/features/r-services/Telco Customer Churn v4/R/README.md deleted file mode 100644 index 3c7d1670..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/R/README.md +++ /dev/null @@ -1,20 +0,0 @@ -**Instructions** - - -- Run the telcoChurn-main.R to drive the R demo -- Run the telcoChurn-modelComparison.R to compare different algorithms that we tried to build churn models - - - ----------- -**Description** - -- **telcoChurn-setUp.R** - Setting up relevant R packages -- **telcoChurn-evaluate.R** - Defining pre-functions for model evaluation -- **telcoChurn-dataExploration.R** - Creating a Shiny application to explore and visualize the data -- **telcoChurn-dataPreparation.R** - Defining functions to do data pre-processing and spliting in order to generate suitable training and testing data sets -- **telcoChurn-trainModel.R** - Defining a function to train the telco churn model with rxDForest algorithm -- **telcoChurn-main.R** - Main R file driving the demo execution -- **telcoChurn-modelComparison.R** - R file to build and compare different tree-based classification models, including CRAN R algorithms - randomForest and xgboost, RevoScaleR algorithms – rxDForest and rxBTrees - ----------- diff --git a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-dataExploration.R b/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-dataExploration.R deleted file mode 100644 index f8716051..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-dataExploration.R +++ /dev/null @@ -1,158 +0,0 @@ -#################################################################################################### -## Title: Telco Customer Churn -## Description: Data Exploration and Visualization -## Author: Microsoft -#################################################################################################### - -library(shiny) -library(leaflet) -library(jsonlite) -library(dplyr) -library(ggplot2) - -## Load data from SQL -# cdrDF <- rxImport(inData = cdrSQL) - -## Load data from local -cdrFile <- file.path(wd, "Data", "edw_cdr.csv") -cdrDF <- read.csv(file = cdrFile, header = TRUE, sep = ",") - -latlonFile <- file.path(wd, "Data", "state_latlon.csv") -latlonDF <- read.csv(file = latlonFile, header = TRUE, sep = ",") - - -data <- cdrDF %>% - group_by(state) %>% - summarise(complaintsbystate = sum(as.numeric(numberofcomplaints)), - churnbystate = sum(as.numeric(churn))) %>% - mutate(lab = paste0("
", "state,", state, ": ", "
", - "complaintsbystate,", complaintsbystate, "
", - "churnbystate,", churnbystate, "
")) %>% - left_join(cdrDF, by = "state") %>% - left_join(latlonDF, by = "state") - -ui <- fluidPage( - tags$style(HTML(" - @import url('https://fonts.googleapis.com/css?family=Poppins'); - - body { - - font-family: 'Poppins', 'Lucida Grande', Verdana, Lucida, Helvetica, Arial, Calibri, sans-serif; - color: rgb(0,0,0); - background-color: #d2d2d2; - } - ")), - - titlePanel("Telco Customer Churn"), - - # Sidebar with a slider input for number of bins - sidebarLayout( - sidebarPanel( - sliderInput("sc", "Scale size of circles (also redraws map to show only the last added state)", - min = 0.5, max = 5, value = 1, step = 0.1), - p(), - selectInput("state", "Select a state to add to the map", - choices = c("", data$state), selected = "", - size = , selectize = FALSE), - actionButton("clear1", "Clear all states"), - p(), - p("Proportion of customer churn"), - plotOutput("MyPlot1", height = "200px"), - p(), - p("Impact of education on churn"), - plotOutput("MyPlot2", height = "200px"), - p(), - p("Impact of call failure rate on churn"), - plotOutput("MyPlot3", height = "200px"), - h2("About"), - HTML("

Created by Fang Zhou with R and Shiny leaflet. R users can download the - cleaned and tidy call detail record data from - https://github.com/Microsoft/sql-server-samples/tree/master/samples/features/r-services/Telco%20Customer%20Churn. - The latitute and longitute for each USA state can be found from - http://dev.maxmind.com/geoip/legacy/codes/state_latlon/.") - ), - - - mainPanel( - leafletOutput("MyMap", height = 1000) - - ) - ) - ) - -server <- function(input, output, session) { - - the_data_state <- reactive({ - tmp <- data %>% - filter(state == input$state) - - if (input$state != "") { - thecol <- data.frame(data)[data$state == input$state, "colour"] - } else { - tmp <- data[1,] - thecol <- NULL - - } - - return(list(df = tmp, thecol = thecol)) - }) - - output$MyMap <- renderLeaflet({ - leaflet() %>% - addProviderTiles("Stamen.Watercolor") %>% - addProviderTiles("Stamen.TonerLabels") %>% - fitBounds(-120, 30, -60, 50) - }) - - observe({ - leafletProxy("MyMap", data = the_data_state()$df) %>% - addCircleMarkers( ~ longitude, - ~ latitude, - color = the_data_state()$thecol, - radius = ~churnbystate * 0.1 * input$sc, - popup = ~lab) - }) - - observe({ - x <- input$clear1 - updateSelectInput(session, "state", selected = "") - leafletProxy("MyMap") %>% clearMarkers() - }) - - observe({ - x <- input$sc - leafletProxy("MyMap") %>% clearMarkers() - }) - - - output$MyPlot1 <- renderPlot({ - cdrDF %>% - ggplot(aes(x = factor(1), fill = factor(churn))) + - geom_bar(width = 1) + - coord_polar(theta = "y") + - theme_minimal() - }) - - output$MyPlot2 <- renderPlot({ - cdrDF %>% - group_by(month, education) %>% - summarize(countofchurn = sum(as.numeric(churn))) %>% - ggplot(aes(x = month, y = countofchurn, - group = education, fill = education)) + - geom_bar(stat = "identity", position = position_dodge()) + - labs(x = "month", y = "Counts of churn") + - theme_minimal() - }) - - output$MyPlot3 <- renderPlot({ - data %>% - group_by(month, callfailurerate) %>% - summarize(countofchurn = sum(as.numeric(churn))) %>% - ggplot(aes(x = month, y = countofchurn, - group = factor(callfailurerate), fill = factor(callfailurerate))) + - geom_bar(stat = "identity", position = position_dodge()) + - labs(x = "month", y = "Counts of churn") + - theme_minimal() - }) -} - diff --git a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-dataPreparation.R b/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-dataPreparation.R deleted file mode 100644 index ad5effd7..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-dataPreparation.R +++ /dev/null @@ -1,69 +0,0 @@ -#################################################################################################### -## Title: Telco Customer Churn -## Description: Data Preparation -## Author: Microsoft -## Note: Prepare the training and testing data sets by pre-processing and spliting on raw data -#################################################################################################### - -dataPreparation <- function(sqlSettings, trainTable, testTable) { - sqlConnString <- sqlSettings$connString - - ## Query necessary columns from the call detail record table - dataVars <- rxGetVarNames(cdrSQL) - dataVars <- dataVars[!dataVars %in% c("year", "month")] - dataVars <- paste(dataVars, collapse = ", ") - dataQuery <- paste("select", dataVars, "from", inputTable) - - ## Create sql server data sources - inputDataSQL = RxSqlServerData(sqlQuery = dataQuery, - connectionString = sqlConnString, - colInfo = cdrColInfo) - trainDataSQL <- RxSqlServerData(connectionString = sqlConnString, - table = trainTable, - colInfo = cdrColInfo) - testDataSQL <- RxSqlServerData(connectionString = sqlConnString, - table = testTable, - colInfo = cdrColInfo) - - ## Data pre-processing: cleaning and splitting followed by SMOTE - rxExec(preProcess, inData = inputDataSQL, outData1 = trainDataSQL, outData2 = testDataSQL) -} - -preProcess <- function(inData, outData1, outData2) { - ## Clean missing data - ## Remove duplicate rows - cdrDF <- rxDataStep(inData = inData, - removeMissings = TRUE, - overwrite = TRUE) - cdrDF <- cdrDF[!duplicated(cdrDF),] - - ## Split data - set.seed(1234) - splitFile <- rxSplit(inData = cdrDF, - outFilesBase = "trainTestData", - splitByFactor = "ind", - transforms = list(ind = factor(sample(0:1, size = .rxNumRows, replace = TRUE, prob = c(0.3, 0.7)), - levels = 0:1, - labels = c("Test", "Train"))), - overwrite = TRUE) - trainFile <- splitFile[[2]] - testFile <- splitFile[[1]] - - ## SMOTE on training data - trainDF <- rxDataStep(inData = trainFile, varsToDrop = c("ind")) - testDF <- rxDataStep(inData = testFile, varsToDrop = c("ind")) - - library(unbalanced) - trainVars <- names(trainDF) - trainVarsInd <- trainVars %in% c("churn") - smotetrain <- ubSMOTE(X = trainDF[!trainVarsInd], Y = trainDF$churn, - perc.over = 200, perc.under = 500, - k = 3, verbose = TRUE) - smotetrainDF <- cbind(smotetrain$X, smotetrain$Y) - names(smotetrainDF)[names(smotetrainDF) == "smotetrain$Y"] <- "churn" - trainDF <- smotetrainDF - - ## Load final training data and testing data into SQL - rxDataStep(inData = trainDF, outFile = outData1, overwrite = TRUE) - rxDataStep(inData = testDF, outFile = outData2, overwrite = TRUE) -} diff --git a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-evaluate.R b/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-evaluate.R deleted file mode 100644 index 7aedbd21..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-evaluate.R +++ /dev/null @@ -1,39 +0,0 @@ -################################################################ -## Title: Telco Customer Churn -## Description: Defining pre-functions -## Author: Microsoft -################################################################ - -#################################################################################################### -## Define functions for model evaluation -#################################################################################################### -## Define evaluation metrics -evaluateModel <- function(data, observed, predicted) -{ - confusion <- table(data[[observed]], data[[predicted]]) - print(confusion) - tp <- confusion[rownames(confusion) == 1, colnames(confusion) == 1] - fn <- confusion[rownames(confusion) == 1, colnames(confusion) == 0] - fp <- confusion[rownames(confusion) == 0, colnames(confusion) == 1] - tn <- confusion[rownames(confusion) == 0, colnames(confusion) == 0] - accuracy <- (tp + tn) / (tp + fn + fp + tn) - precision <- tp / (tp + fp) - recall <- tp / (tp + fn) - fscore <- 2 * (precision * recall) / (precision + recall) - metrics <- c("Accuracy" = accuracy, - "Precision" = precision, - "Recall" = recall, - "F-Score" = fscore) - return(metrics) -} - -## Define ROC curve -rxrocCurve <- function(data, observed, predicted) -{ - data <- data[, c(observed, predicted)] - data[[observed]] <- as.numeric(as.character(data[[observed]])) - rxRocCurve(actualVarName = observed, - predVarNames = predicted, - data = data) -} - diff --git a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-main.R b/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-main.R deleted file mode 100644 index 8b940bcb..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-main.R +++ /dev/null @@ -1,195 +0,0 @@ -#################################################################################################### -## Title: Telco Customer Churn -## Description: Main R file driving the demo execution -## Author: Microsoft -#################################################################################################### - -#################################################################################################### -## Settings -# In order to run this script, you need to set the values of the parameters in this section to your -# own values. -#################################################################################################### - -## SQL database and login credentials. Please change this part to your own values. -## If you are using Windows Authentication, "user" and "password" are not needed. -## if you are using Windows Authentication, change authenticationFlag to "Windows" -authenticationFlag <- "SQL" #Valid values: "Windows" or "SQL" -servername <- "." -database <- "telcoedw" -user <- "sa" -password <- "Devzhouf@123" #Please set your own password - -## Set working directory. Please change this to the main directory of the demo -wd <- "C:\\Demo\\TelcoChurn4\\TelcoChurn4" - -#################################################################################################### -## Source function scripts -#################################################################################################### -source(file.path(wd, "R", "telcoChurn-setUp.R")) -source(file.path(wd, "R", "telcoChurn-evaluate.R")) -source(file.path(wd, "R", "telcoChurn-dataExploration.R")) -source(file.path(wd, "R", "telcoChurn-dataPreparation.R")) -source(file.path(wd, "R", "telcoChurn-trainModel.R")) - -#################################################################################################### -## Set up SQL server compute context -# This part just configure the sql compute context. We are still in the default local compute context. -# We will swtich to SQL compute context after loading data into SQL tables. -#################################################################################################### -if (authenticationFlag == "Windows") { - sqlConnString <- paste("Driver=SQL Server;Server=", servername, ";Database=", database, ";trusted_connection=true", sep = "") -} else if (authenticationFlag == "SQL") { sqlConnString <- paste("Driver=SQL Server;Server=", servername, ";Database=", database, ";Uid=", user, ";Pwd=", password, sep = "") } - -sqlCompute <- RxInSqlServer(connectionString = sqlConnString) - -sqlSettings <- vector("list") -sqlSettings$connString <- sqlConnString - -#################################################################################################### -## Load data into SQL tables -#################################################################################################### -rxSetComputeContext('local') -cdrTable <- "edw_cdr" - -cdrFile <- RxTextData(file.path(wd, "Data", "edw_cdr.csv")) - -cdrColInfo <- list(age = list(type = "integer"), - annualincome = list(type = "integer"), - calldroprate = list(type = "numeric"), - callfailurerate = list(type = "numeric"), - callingnum = list(type = "numeric"), - customerid = list(type = "integer"), - customersuspended = list(type = "factor", levels = c("No", "Yes")), - education = list(type = "factor", levels = c("Bachelor or equivalent", "High School or below", "Master or equivalent", "PhD or equivalent")), - gender = list(type = "factor", levels = c("Female", "Male")), - homeowner = list(type = "factor", levels = c("No", "Yes")), - maritalstatus = list(type = "factor", levels = c("Married", "Single")), - monthlybilledamount = list(type = "integer"), - noadditionallines = list(type = "factor", levels = c("\\N")), - numberofcomplaints = list(type = "factor", levels = as.character(0:3)), - numberofmonthunpaid = list(type = "factor", levels = as.character(0:7)), - numdayscontractequipmentplanexpiring = list(type = "integer"), - occupation = list(type = "factor", levels = c("Non-technology Related Job", "Others", "Technology Related Job")), - penaltytoswitch = list(type = "integer"), - state = list(type = "factor"), - totalminsusedinlastmonth = list(type = "integer"), - unpaidbalance = list(type = "integer"), - usesinternetservice = list(type = "factor", levels = c("No", "Yes")), - usesvoiceservice = list(type = "factor", levels = c("No", "Yes")), - percentagecalloutsidenetwork = list(type = "numeric"), - totalcallduration = list(type = "integer"), - avgcallduration = list(type = "integer"), - churn = list(type = "factor", levels = as.character(0:1)), - year = list(type = "factor", levels = as.character(2015)), - month = list(type = "factor", levels = as.character(1:3))) - -cdrSQL <- RxSqlServerData(table = cdrTable, - connectionString = sqlConnString, - colInfo = cdrColInfo) - -rxDataStep(inData = cdrFile, outFile = cdrSQL, overwrite = TRUE) - -## View raw data information -rxGetInfo(data = cdrSQL, getVarInfo = TRUE) - -#################################################################################################### -## Data exploration and visualization -#################################################################################################### -shinyApp(ui, server) - -#################################################################################################### -## Data preparation and feature engineering -#################################################################################################### - -## SQL table names -inputTable <- cdrTable -trainTable <- "edw_cdr_train" -testTable <- "edw_cdr_test" -predTable <- "edw_cdr_pred" - -## Data preparation. -# We now delete unnecessary columns, clean missing values, remove duplicate rows, -# but more importantly, split the raw data into training and testing data sets followed by SMOTE. -system.time({ - dataPreparation(sqlSettings, trainTable, testTable) -}) - -## View the number of churn events in training and testing data sets. -trainDataSQL <- RxSqlServerData(connectionString = sqlConnString, - table = trainTable, - colInfo = cdrColInfo) -testDataSQL <- RxSqlServerData(connectionString = sqlConnString, - table = testTable, - colInfo = cdrColInfo) -rxGetInfo(trainDataSQL, getVarInfo = T) -rxGetInfo(testDataSQL, getVarInfo = T) -rxSummary( ~ churn, data = trainDataSQL) -rxSummary( ~ churn, data = testDataSQL) - -#################################################################################################### -## Train model -#################################################################################################### -## Switch to sql compute context. -# From now on, all the executions will be done in the SQL server -rxSetComputeContext(sqlCompute) - -## Train Decision Forest model with rxDForest -system.time({ - trainModel(sqlSettings, trainTable) -}) - -## View model results -rx_forest_model -plot(rx_forest_model) -rxVarImpPlot(rx_forest_model) - -#################################################################################################### -## Score model -#################################################################################################### -## Switch to local compute context. -rxSetComputeContext('local') - -## Transform the test data set into a data frame -testDF <- rxDataStep(inData = testDataSQL) - -## Score model -predictions <- rxPredict(modelObject = rx_forest_model, - data = testDF, - type = "prob", - overwrite = TRUE) -threshold <- 0.5 -predictions$X0_prob <- NULL -predictions$churn_Pred <- NULL -names(predictions) <- c("Forest_Probability") -predictions$Forest_Prediction <- ifelse(predictions$Forest_Probability > threshold, 1, 0) -predictions$Forest_Prediction <- factor(predictions$Forest_Prediction, levels = c(1, 0)) -predDF <- cbind(testDF[, c("customerid", "churn")], predictions) -head(predDF) - -#################################################################################################### -## Evaluate model -#################################################################################################### -## Visualize confusion matrix -tmp <- rxCube( ~ churn:Forest_Prediction, data = predDF, mean = FALSE) -resultsDF <- rxResultsDF(tmp) -resultsDF %>% - ggplot(aes(x = churn, y = Counts, - group = Forest_Prediction, fill = Forest_Prediction)) + - geom_bar(stat = "identity") + - labs(x = "churn", y = "Counts of customer") + -theme_minimal() - -## Generate model performance metrics -rx_forest_metrics <- evaluateModel(data = predDF, - observed = "churn", - predicted = "Forest_Prediction") -rx_forest_metrics - -## Draw roc curve -rxrocCurve(data = predDF, - observed = "churn", - predicted = "Forest_Probability") - - - - diff --git a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-modelComparison.R b/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-modelComparison.R deleted file mode 100644 index b9d5e1fc..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-modelComparison.R +++ /dev/null @@ -1,220 +0,0 @@ -#################################################################################################### -## Title: Telco Customer Churn -## Description: Building/Comparing the Telco Churn Models with various tree-based algorithms -## provided by open source R packages and RevoScaleR libraries -## Author: Microsoft -#################################################################################################### - -#################################################################################################### -## Connect to the training and testing data -#################################################################################################### -## SQL data source -train_table <- RxSqlServerData(connectionString = sqlConnString, - table = "edw_cdr_train", - colInfo = cdrColInfo) -test_table <- RxSqlServerData(connectionString = sqlConnString, - table = "edw_cdr_test", - colInfo = cdrColInfo) - -## Transform training and testing data to be data frame -train_df <- rxDataStep(inData = train_table) -test_df <- rxDataStep(inData = test_table) - -#################################################################################################### -## Random forest modeling with randomForest on the data frame -#################################################################################################### -library(randomForest) - -## Train model -system.time({ -forest_model <- randomForest(churn ~ ., - data = train_df, - ntree = 8, - mtry = 2, - maxdepth = 16, - replace = TRUE) -}) -print(forest_model) -#visualize error evolution -plot(forest_model) -#view importance of each predictor -importance(forest_model) -#visualize importance of each predictor -plot(importance(forest_model), lty = 2, pch = 16) -lines(importance(forest_model)) - -## Score model -predictions_class <- predict(forest_model, - newdata = test_df, - type = "response") -predictions_prob <- predict(forest_model, - newdata = test_df, - type = "prob") -pred_df <- cbind(test_df, predictions_class, predictions_prob[, 2]) -names(pred_df)[names(pred_df) == "predictions_class"] <- "randomForest_Prediction" -names(pred_df)[names(pred_df) == "predictions_prob[, 2]"] <- "randomForest_Probability" -head(pred_df) - -## Evaluate model -forest_metrics <- evaluateModel(data = pred_df, - observed = "churn", - predicted = "randomForest_Prediction") -forest_metrics - -rxrocCurve(data = pred_df, - observed = "churn", - predicted = "randomForest_Probability") - -#################################################################################################### -## Extreme gradient boost modeling with xgboost on the data frame -#################################################################################################### -library(Matrix) -library(xgboost) - -## Train Model -ntrain <- apply(train_df[, -27], 2, as.numeric) -dtrain <- list() -dtrain$data <- Matrix(ntrain, sparse = TRUE) -dtrain$label <- as.numeric(train_df$churn) - 1 -str(dtrain) -system.time({ -xgboost_model <- xgboost(data = dtrain$data, - label = dtrain$label, - max.depth = 32, - eta = 1, - nthread = 2, - nround = 2, - objective = "binary:logistic") -}) -importance <- xgb.importance(feature_names = dtrain$data@Dimnames[[2]], - model = xgboost_model) -print(importance) -library(Ckmeans.1d.dp) -xgb.plot.importance(importance) - -## Score model -ntest <- apply(test_df[, -27], 2, as.numeric) -dtest <- list() -dtest$data <- Matrix(ntest, sparse = TRUE) -dtest$label <- as.numeric(test_df$churn) - 1 -str(dtest) -predictions <- predict(xgboost_model, - newdata = dtest$data) -threshold <- 0.5 -xgboost_Probability <- predictions -xgboost_Prediction <- ifelse(xgboost_Probability > threshold, 1, 0) -pred_df <- cbind(test_df[, -27], dtest$label, xgboost_Prediction, xgboost_Probability) -names(pred_df)[names(pred_df) == "dtest$label"] <- "churn" -head(pred_df) - -## Evaluate Model -xgboost_metrics <- evaluateModel(data = pred_df, - observed = "churn", - predicted = "xgboost_Prediction") -xgboost_metrics - -rxrocCurve(data = pred_df, - observed = "churn", - predicted = "xgboost_Probability") - -#################################################################################################### -## Decision forest modeling with rxDForest on SQL data source -#################################################################################################### - -## Train model -rxSetComputeContext(sqlCompute) -train_vars <- rxGetVarNames(train_table) -train_vars <- train_vars[!train_vars %in% c("churn")] -temp <- paste(c("churn", paste(train_vars, collapse = "+")), collapse = "~") -formula <- as.formula(temp) - -system.time({ -rx_forest_model <- rxDForest(formula = formula, - data = train_table, - nTree = 8, - maxDepth = 16, - mTry = 2, - minBucket = 1, - replace = TRUE, - importance = TRUE, - seed = 8, - parms = list(loss = c(0, 4, 1, 0))) -}) -rx_forest_model -plot(rx_forest_model) -rxVarImpPlot(rx_forest_model) - -## Score model -rxSetComputeContext('local') -predictions <- rxPredict(modelObject = rx_forest_model, - data = test_df, - type = "prob", - overwrite = TRUE) -threshold <- 0.5 -predictions$X0_prob <- NULL -predictions$churn_Pred <- NULL -names(predictions) <- c("Forest_Probability") -predictions$Forest_Prediction <- ifelse(predictions$Forest_Probability > threshold, 1, 0) -predictions$Forest_Prediction <- factor(predictions$Forest_Prediction, levels = c(1, 0)) -pred_df <- cbind(test_df[, c("customerid", "churn")], predictions) -head(pred_df) - -## Evaluate Model -rx_forest_metrics <- evaluateModel(data = pred_df, - observed = "churn", - predicted = "Forest_Prediction") -rx_forest_metrics - -rxrocCurve(data = pred_df, - observed = "churn", - predicted = "Forest_Probability") - -#################################################################################################### -## Boosted tree modeling with rxBTrees on SQL data source -#################################################################################################### - -## Train model -rxSetComputeContext(sqlCompute) - -system.time({ -rx_boosted_model <- rxBTrees(formula = formula, - data = train_table, - minSplit = 10, - minBucket = 10, - learningRate = 0.2, - nTree = 100, - mTry = 2, - maxDepth = 10, - useSurrogate = 0, - replace = TRUE, - importance = TRUE, - lossFunction = "bernoulli") -}) -rx_boosted_model -plot(rx_boosted_model, by.class = TRUE) -rxVarImpPlot(rx_boosted_model) - -## Score model -rxSetComputeContext('local') -predictions <- rxPredict(modelObject = rx_boosted_model, - data = test_df, - type = "prob", - overwrite = TRUE) -threshold <- 0.5 -#predictions <- 1-predictions -names(predictions) <- c("Boosted_Probability") -predictions$Boosted_Prediction <- ifelse(predictions$Boosted_Probability > threshold, 1, 0) -predictions$Boosted_Prediction <- factor(predictions$Boosted_Prediction, levels = c(1, 0)) -pred_df <- cbind(test_df[, c("customerid", "churn")], predictions) -head(pred_df) - -## Evaluate model -rx_boosted_metrics <- evaluateModel(data = pred_df, - observed = "churn", - predicted = "Boosted_Prediction") -rx_boosted_metrics - -rxrocCurve(data = pred_df, - observed = "churn", - predicted = "Boosted_Probability") - diff --git a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-setUp.R b/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-setUp.R deleted file mode 100644 index 3106b7e6..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-setUp.R +++ /dev/null @@ -1,40 +0,0 @@ -################################################################ -## Title: Telco Customer Churn -## Description: Setting up relevant R packages -## Author: Microsoft -################################################################ - -#################################################################################################### -## Install packages -#################################################################################################### -## Install packages for data exploration usage -if (!require("devtools")) - install.packages("devtools") -devtools::install_github("rstudio/d3heatmap") -install.packages("dplyr") -install.packages("gplots") -install.packages("ggplot2") -install.packages("qcc") -install.packages("Rcpp") -install.packages("d3heatmap") -install.packages("GGally") -install.packages("shiny") -install.packages("leaflet") -install.packages("jsonlite") - -## Install packages for model building usage -install.packages("unbalanced") -install.packages("rpart") -install.packages("randomForest") -install.packages("Matrix") -install.packages("xgboost") -install.packages("Ckmeans.1d.dp") -install.packages("DiagrammeR") -install.packages("ROCR") -install.packages("pROC") -install.packages("AUC") - - - - - diff --git a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-trainModel.R b/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-trainModel.R deleted file mode 100644 index d025fff3..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/R/telcoChurn-trainModel.R +++ /dev/null @@ -1,35 +0,0 @@ -#################################################################################################### -## Title: Telco Customer Churn -## Description: Train the Telco Churn Model with rxDForest -## Author: Microsoft -#################################################################################################### - -trainModel = function(sqlSettings, trainTable) { - sqlConnString = sqlSettings$connString - - trainDataSQL <- RxSqlServerData(connectionString = sqlConnString, - table = trainTable, - colInfo = cdrColInfo) - - ## Create training formula - labelVar = "churn" - trainVars <- rxGetVarNames(trainDataSQL) - trainVars <- trainVars[!trainVars %in% c(labelVar)] - temp <- paste(c(labelVar, paste(trainVars, collapse = "+")), collapse = "~") - formula <- as.formula(temp) - - ## Train gradient tree boosting with mxFastTree on SQL data source - library(RevoScaleR) - rx_forest_model <- rxDForest(formula = formula, - data = trainDataSQL, - nTree = 8, - maxDepth = 16, - mTry = 2, - minBucket = 1, - replace = TRUE, - importance = TRUE, - seed = 8, - parms = list(loss = c(0, 4, 1, 0))) - - return(rx_forest_model) -} \ No newline at end of file diff --git a/samples/features/r-services/Telco Customer Churn v4/README.md b/samples/features/r-services/Telco Customer Churn v4/README.md deleted file mode 100644 index efaba654..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/README.md +++ /dev/null @@ -1,52 +0,0 @@ -Data Science for Database Professionals - - -As a data professional, do you wonder how you can leverage data science for creating new value in your organization? In this sample, learn how you can leverage your familiar knowledge on working with databases, and learn how you can get started with doing data science with databases. - ----------- - -**Example** - -Businesses need an effective strategy for managing customer churn. Customer churn includes customers stopping the use of a service, switching to a competitor service, switching to a lower-tier experience in the service or reducing engagement with the service. - -In this use case, we look at how a mobile phone carrier company can proactively identify customers more likely to churn in the near term in order to improve the service and create custom outreach campaigns that help retain the customers. - -Mobile phone carriers face an extremely competitive market. Many mobile carriers lose revenue from postpaid customers due to churn. Hence the ability to proactively and accurately identify customer churn at scale can be a huge competitive advantage. Some of the factors contributing to mobile phone customer churn includes: Perceived frequent service disruptions, poor customer service experiences in online/retail stores, offers from other competing carriers (better family plan, data plan, etc.). - -Using a concrete example of building a predictive customer churn model for mobile service provider, we’ll share how you can jumpstart by -- Running R scripts using SQL Server as the compute context -- Operationalize your R scripts using stored procedures. - - -The insights delivered by these models are visualized using a Power BI dashboard -(e.g.[ https://powerbi.microsoft.com/en-us/industries/telco]( https://powerbi.microsoft.com/en-us/industries/telco)) or a SQL Report (telcoChurn-reportBuilder.rdl). - ----------- - -**Pre-requirements** - -You have to do the following set-up before playing with this demo. - -- Install SQL Server 2016 or create a SQL Server 2016 Enterprise VM on Azure with Standalone R Server and R Services installed/configured. -- Install R IDE: R Tools for Visual Studio or R Studio. -- Install ReportBuilder for SQL Server 2016 Enterprise. -- Validate the successful installation. - ----------- - -**Files** - -This sample consists of the following directory structure. - -- **Data** - This folder contains the raw call detail record data and the USA state longitute/latitute data. -- **R** - This folder contains the R code that you can run in any R IDE. -- **SQL Server** - This folder contains the sql files that you can run to create T-SQL stored procedures (with R code embeded) and try out this telco churn example. -- **ReportBuilder** - This folder contains a sample SQL report created by ReportBuilder. - -To jumpstart, run the T-SQL files (telcoChurn-operationalize.sql and telcoChurn-main.sql) - - - - - - diff --git a/samples/features/r-services/Telco Customer Churn v4/ReportBuilder/README.md b/samples/features/r-services/Telco Customer Churn v4/ReportBuilder/README.md deleted file mode 100644 index d249a2a1..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/ReportBuilder/README.md +++ /dev/null @@ -1,12 +0,0 @@ -**Instructions** - -- Open the file telcoChurn-reportBuilder.rdl in SQL Report Builder -- Click 'run' botton to call the embeded T-SQL stored procedures - ----------- -**Description** - -- **telcoChurn-reportBuilder.rdl** - SQL report created by reportBuilder in order to visualize the telco churn prediction results - - ----------- diff --git a/samples/features/r-services/Telco Customer Churn v4/ReportBuilder/telcoChurn-reportBuilder.rdl b/samples/features/r-services/Telco Customer Churn v4/ReportBuilder/telcoChurn-reportBuilder.rdl deleted file mode 100644 index 2700c246..00000000 --- a/samples/features/r-services/Telco Customer Churn v4/ReportBuilder/telcoChurn-reportBuilder.rdl +++ /dev/null @@ -1,598 +0,0 @@ - - - Segoe UI - 0 - - - - SQL - Data Source=datascidevzhouf;Initial Catalog=telcoedw - Specify a user name and password for data source telcoedw: - - DataBase - 3a50cfa0-14f7-48a1-94bc-9c8c8126ca68 - - - - - - telcoedw - exec pie; - - - - plot - System.Byte[] - - - - - - telcoedw - exec model_roccurve; - - - - plot - System.Byte[] - - - - - - telcoedw - exec stackedbar; - - - - plot - System.Byte[] - - - - - - telcoedw - exec predict_cdr_churn_rx_forest 'rxDForest'; - - - - customerid - System.Int32 - - - churn - System.String - - - prediction - System.Double - - - probability - System.Double - - - - - - - - - - true - true - - - - - Telco Customer Churn Prediction - - - - - - - Title - ReportTitle - 0.62917in - 0.5in - 5.96805in - - - 2pt - 2pt - 2pt - 2pt - - - - Database - =First(Fields!plot.Value, "roccurve") - image/jpeg - FitProportional - 0.88194in - 4.87722in - 1.51388in - 1.72in - 1 - - - - - - Database - =First(Fields!plot.Value, "telco_pie") - image/jpeg - FitProportional - 0.905in - 0.62917in - 1.49082in - 1.83805in - 2 - - - - - - Database - =First(Fields!plot.Value, "telco_stackedbar") - image/jpeg - FitProportional - 0.905in - 2.84019in - 1.49082in - 1.69444in - 3 - - - - - - - - - 4.44907in - - - - - 0.61111in - - - - - - - - - - 1.22454in - - - 1.22454in - - - 1in - - - 1in - - - - - 0.25in - - - - - true - true - - - - - CustomerID - - - - - - Orange - 2pt - 2pt - 2pt - 2pt - - - - - - - - true - true - - - - - Churn - - - - - - Orange - 2pt - 2pt - 2pt - 2pt - - - - - - - - true - true - - - - - Prediction - - - - - - Orange - 2pt - 2pt - 2pt - 2pt - - - - - - - - true - true - - - - - Probability - - - - - - Orange - 2pt - 2pt - 2pt - 2pt - - - - - - - - 0.36111in - - - - - true - true - - - - - =Fields!customerid.Value - - - CornflowerBlue - 2pt - 2pt - 2pt - 2pt - - - - - - - - true - true - - - - - =Fields!churn.Value - - - CornflowerBlue - 2pt - 2pt - 2pt - 2pt - - - - - - - - true - true - - - - - =Fields!prediction.Value - - - CornflowerBlue - 2pt - 2pt - 2pt - 2pt - - - - - - - - true - true - - - - - =Fields!probability.Value - - - CornflowerBlue - 2pt - 2pt - 2pt - 2pt - - - - - - - - - - - - - - - - - - - - - - - 0.61111in - 4.44908in - - - - - - true - 5 - - - Orange - - - - - - - - - - - - - - - - - - - - - true - true - telco_predictions - 2.69667in - 1.42815in - 0.61111in - 4.44907in - 4 - - - Blue - - - - 4.95139in - - - White - - - 7.76111in - - - 2.83889in - true - true - - - true - true - - - - - =Globals!ExecutionTime - - - - ExecutionTime - 2.29028in - 5.76111in - 0.25in - 2in - - - 2pt - 2pt - 2pt - 2pt - - - - - - - - 1in - 1in - 1in - 1in -