,CLIENTNUM,Attrition_Flag,Customer_Age,Gender,Dependent_count,Education_Level,Marital_Status,Income_Category,Card_Category,Months_on_book,Total_Relationship_Count,Months_Inactive_12_mon,Contacts_Count_12_mon,Credit_Limit,Total_Revolving_Bal,Avg_Open_To_Buy,Total_Amt_Chng_Q4_Q1,Total_Trans_Amt 0,768805383,Existing Customer,45,M,3,High School,Married,$60K - $80K,Blue,39,5,1,3,12691.0,777,11914.0,1.335,1144 1,818770008,Existing Customer,49,F,5,Graduate,Single,Less than $40K,Blue,44,6,1,2,8256.0,864,7392.0,1.541,1291 2,713982108,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,36,4,1,0,3418.0,0,3418.0,2.594,1887 3,769911858,Existing Customer,40,F,4,High School,Unknown,Less than $40K,Blue,34,3,4,1,3313.0,2517,796.0,1.405,1171 4,709106358,Existing Customer,40,M,3,Uneducated,Married,$60K - $80K,Blue,21,5,1,0,4716.0,0,4716.0,2.175,816 5,713061558,Existing Customer,44,M,2,Graduate,Married,$40K - $60K,Blue,36,3,1,2,4010.0,1247,2763.0,1.376,1088 6,810347208,Existing Customer,51,M,4,Unknown,Married,$120K +,Gold,46,6,1,3,34516.0,2264,32252.0,1.975,1330 7,818906208,Existing Customer,32,M,0,High School,Unknown,$60K - $80K,Silver,27,2,2,2,29081.0,1396,27685.0,2.204,1538 8,710930508,Existing Customer,37,M,3,Uneducated,Single,$60K - $80K,Blue,36,5,2,0,22352.0,2517,19835.0,3.355,1350 9,719661558,Existing Customer,48,M,2,Graduate,Single,$80K - $120K,Blue,36,6,3,3,11656.0,1677,9979.0,1.524,1441 10,708790833,Existing Customer,42,M,5,Uneducated,Unknown,$120K +,Blue,31,5,3,2,6748.0,1467,5281.0,0.831,1201 11,710821833,Existing Customer,65,M,1,Unknown,Married,$40K - $60K,Blue,54,6,2,3,9095.0,1587,7508.0,1.433,1314 12,710599683,Existing Customer,56,M,1,College,Single,$80K - $120K,Blue,36,3,6,0,11751.0,0,11751.0,3.397,1539 13,816082233,Existing Customer,35,M,3,Graduate,Unknown,$60K - $80K,Blue,30,5,1,3,8547.0,1666,6881.0,1.163,1311 14,712396908,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,48,5,2,2,2436.0,680,1756.0,1.19,1570 15,714885258,Existing Customer,44,M,4,Unknown,Unknown,$80K - $120K,Blue,37,5,1,2,4234.0,972,3262.0,1.7069999999999999,1348 16,709967358,Existing Customer,48,M,4,Post-Graduate,Single,$80K - $120K,Blue,36,6,2,3,30367.0,2362,28005.0,1.7080000000000002,1671 17,753327333,Existing Customer,41,M,3,Unknown,Married,$80K - $120K,Blue,34,4,4,1,13535.0,1291,12244.0,0.653,1028 18,806160108,Existing Customer,61,M,1,High School,Married,$40K - $60K,Blue,56,2,2,3,3193.0,2517,676.0,1.831,1336 19,709327383,Existing Customer,45,F,2,Graduate,Married,Unknown,Blue,37,6,1,2,14470.0,1157,13313.0,0.966,1207 20,806165208,Existing Customer,47,M,1,Doctorate,Divorced,$60K - $80K,Blue,42,5,2,0,20979.0,1800,19179.0,0.9059999999999999,1178 21,708508758,Attrited Customer,62,F,0,Graduate,Married,Less than $40K,Blue,49,2,3,3,1438.3,0,1438.3,1.047,692 22,784725333,Existing Customer,41,M,3,High School,Married,$40K - $60K,Blue,33,4,2,1,4470.0,680,3790.0,1.608,931 23,811604133,Existing Customer,47,F,4,Unknown,Single,Less than $40K,Blue,36,3,3,2,2492.0,1560,932.0,0.573,1126 24,789124683,Existing Customer,54,M,2,Unknown,Married,$80K - $120K,Blue,42,4,2,3,12217.0,0,12217.0,1.075,1110 25,771071958,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Blue,28,6,1,2,7768.0,1669,6099.0,0.797,1051 26,720466383,Existing Customer,59,M,1,High School,Unknown,$40K - $60K,Blue,46,4,1,2,14784.0,1374,13410.0,0.9209999999999999,1197 27,804424383,Existing Customer,63,M,1,Unknown,Married,$60K - $80K,Blue,56,3,3,2,10215.0,1010,9205.0,0.843,1904 28,718813833,Existing Customer,44,F,3,Uneducated,Single,Unknown,Blue,34,5,2,2,10100.0,0,10100.0,0.525,1052 29,806624208,Existing Customer,47,M,4,High School,Married,$40K - $60K,Blue,42,6,0,0,4785.0,1362,3423.0,0.7390000000000001,1045 30,778348233,Existing Customer,53,M,3,Unknown,Married,$80K - $120K,Blue,33,3,2,3,2753.0,1811,942.0,0.977,1038 31,712991808,Existing Customer,53,M,2,Uneducated,Married,$60K - $80K,Blue,48,2,5,1,2451.0,1690,761.0,1.3230000000000002,1596 32,709029408,Existing Customer,41,M,4,Graduate,Married,$60K - $80K,Blue,36,4,1,2,8923.0,2517,6406.0,1.726,1589 33,788658483,Existing Customer,53,F,2,College,Married,Less than $40K,Blue,38,5,2,3,2650.0,1490,1160.0,1.75,1411 34,787937058,Existing Customer,58,M,0,Graduate,Married,$80K - $120K,Blue,49,6,2,2,12555.0,1696,10859.0,0.519,1291 35,715318008,Existing Customer,55,F,1,College,Single,Less than $40K,Blue,36,4,2,1,3520.0,1914,1606.0,0.51,1407 36,713962233,Existing Customer,55,F,3,Graduate,Married,Less than $40K,Blue,36,6,2,3,3035.0,2298,737.0,1.724,1877 37,785432733,Existing Customer,42,F,4,High School,Married,Less than $40K,Gold,36,2,3,3,15433.0,0,15433.0,0.865,966 38,715190283,Existing Customer,57,F,1,Graduate,Unknown,$40K - $60K,Blue,49,3,3,2,3672.0,886,2786.0,1.32,1464 39,708300483,Attrited Customer,66,F,0,Doctorate,Married,Unknown,Blue,56,5,4,3,7882.0,605,7277.0,1.052,704 40,827111283,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,41,2,2,2,32426.0,578,31848.0,1.042,1109 41,758551608,Existing Customer,51,M,2,Unknown,Married,$40K - $60K,Blue,44,4,1,0,6205.0,2204,4001.0,0.8029999999999999,1347 42,773146383,Existing Customer,50,F,1,College,Single,$40K - $60K,Silver,43,3,2,3,17304.0,2517,14787.0,1.449,1756 43,778493808,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,37,5,2,1,3906.0,0,3906.0,1.214,1756 44,720572508,Existing Customer,38,F,4,Graduate,Single,Unknown,Blue,28,2,3,3,9830.0,2055,7775.0,0.977,1042 45,712661433,Existing Customer,49,M,4,Uneducated,Single,$80K - $120K,Blue,30,3,2,3,34516.0,0,34516.0,1.621,1444 46,789172683,Existing Customer,56,M,2,Doctorate,Married,$60K - $80K,Blue,45,6,2,0,2283.0,1430,853.0,2.316,1741 47,738406533,Existing Customer,59,M,1,Doctorate,Married,$40K - $60K,Blue,52,3,2,2,2548.0,2020,528.0,2.3569999999999998,1719 48,799723908,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,40,4,3,3,19458.0,1435,18023.0,0.787,1217 49,771490833,Existing Customer,52,M,1,College,Single,$80K - $120K,Blue,40,5,1,1,4745.0,1227,3518.0,0.624,1140 50,720756708,Existing Customer,52,F,3,Unknown,Married,Less than $40K,Blue,41,6,3,2,2622.0,1549,1073.0,1.321,1878 51,779471883,Attrited Customer,54,F,1,Graduate,Married,Less than $40K,Blue,40,2,3,1,1438.3,808,630.3,0.997,705 52,711525033,Existing Customer,66,F,0,High School,Married,Less than $40K,Blue,54,3,4,2,3171.0,2179,992.0,1.224,1946 53,712813458,Existing Customer,49,M,2,Unknown,Married,$120K +,Blue,36,4,2,0,19763.0,2517,17246.0,0.664,1414 54,714374133,Attrited Customer,56,M,2,Graduate,Married,$120K +,Blue,36,1,3,3,15769.0,0,15769.0,1.041,602 55,717891558,Existing Customer,49,F,4,Graduate,Unknown,Less than $40K,Blue,36,6,4,2,3298.0,2200,1098.0,0.6779999999999999,1052 56,716632758,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,2,2,0,2802.0,2363,439.0,0.75,1295 57,768563658,Existing Customer,56,M,2,Uneducated,Married,$40K - $60K,Blue,50,4,2,3,4458.0,1880,2578.0,1.107,1424 58,711427458,Existing Customer,44,F,5,Graduate,Married,Unknown,Blue,35,4,1,2,6273.0,978,5295.0,2.275,1359 59,714091983,Existing Customer,42,M,2,High School,Single,$60K - $80K,Blue,34,4,4,3,3336.0,1753,1583.0,0.69,1168 60,787584108,Existing Customer,55,M,3,Unknown,Married,$80K - $120K,Blue,47,4,2,3,3436.0,2016,1420.0,0.9009999999999999,1097 61,712030833,Attrited Customer,48,M,2,Graduate,Married,$60K - $80K,Silver,35,2,4,4,34516.0,0,34516.0,0.763,691 62,711481533,Existing Customer,39,M,1,High School,Divorced,$60K - $80K,Blue,33,5,3,3,5926.0,1251,4675.0,0.9440000000000001,1316 63,710082708,Existing Customer,44,M,4,Post-Graduate,Single,$120K +,Blue,32,2,4,2,23957.0,2102,21855.0,0.997,1276 64,708155733,Existing Customer,53,M,2,High School,Single,$120K +,Blue,44,4,2,2,14734.0,1634,13100.0,0.9890000000000001,1289 65,788979258,Existing Customer,51,M,4,Uneducated,Single,$80K - $120K,Silver,38,4,1,4,34516.0,1515,33001.0,0.5920000000000001,1293 66,807986133,Existing Customer,57,M,2,College,Married,$60K - $80K,Blue,52,5,3,3,6584.0,1817,4767.0,0.62,1353 67,788730933,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,20,6,3,3,2084.0,1468,616.0,1.004,1132 68,711314058,Existing Customer,49,M,2,Graduate,Married,$60K - $80K,Blue,32,2,2,2,1687.0,1107,580.0,1.715,1670 69,717975333,Existing Customer,50,M,2,Doctorate,Married,$80K - $120K,Blue,38,6,2,2,25300.0,1330,23970.0,1.072,837 70,715971108,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,42,3,2,3,34516.0,1763,32753.0,1.266,1550 71,720096558,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,42,5,3,3,2216.0,1034,1182.0,0.758,1540 72,719580033,Existing Customer,54,M,1,Graduate,Unknown,$60K - $80K,Blue,43,4,2,3,2910.0,2030,880.0,0.769,1256 73,820582308,Existing Customer,42,M,5,Uneducated,Married,$80K - $120K,Blue,37,6,2,2,22913.0,1528,21385.0,0.414,1394 74,789973308,Existing Customer,44,M,1,College,Single,$60K - $80K,Blue,35,3,3,3,24312.0,1932,22380.0,1.3119999999999998,1341 75,712876233,Existing Customer,53,M,2,Graduate,Single,$80K - $120K,Blue,36,5,3,2,5272.0,1515,3757.0,0.857,1289 76,804595158,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,36,6,4,2,7000.0,2517,4483.0,0.475,1112 77,714826758,Existing Customer,37,F,3,Uneducated,Single,Less than $40K,Blue,29,4,4,2,7038.0,1801,5237.0,0.7509999999999999,2339 78,779058108,Existing Customer,49,M,3,Graduate,Divorced,$60K - $80K,Blue,30,6,1,2,2536.0,1823,713.0,0.703,1468 79,710790258,Existing Customer,47,M,2,Graduate,Married,$80K - $120K,Blue,38,6,3,2,28904.0,1899,27005.0,0.85,1334 80,715623483,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,37,4,4,0,8567.0,1695,6872.0,1.242,1457 81,715156383,Existing Customer,44,M,1,Unknown,Unknown,$120K +,Blue,36,6,2,2,34516.0,1533,32983.0,0.924,1603 82,711013983,Attrited Customer,55,F,4,Unknown,Married,$40K - $60K,Blue,45,2,4,3,2158.0,0,2158.0,0.585,615 83,755420433,Existing Customer,59,F,1,Graduate,Married,Unknown,Blue,52,2,3,3,10133.0,1417,8716.0,0.38299999999999995,1068 84,794543958,Existing Customer,53,M,1,Graduate,Divorced,$80K - $120K,Blue,35,5,4,2,34516.0,1219,33297.0,1.129,1590 85,716396358,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,47,5,3,0,3085.0,1910,1175.0,0.9209999999999999,1531 86,715398033,Existing Customer,53,M,2,High School,Single,$120K +,Blue,35,4,2,1,19040.0,2056,16984.0,0.607,1212 87,711743883,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,35,5,2,3,4026.0,0,4026.0,0.483,1237 88,719720058,Existing Customer,44,M,3,High School,Single,$60K - $80K,Blue,31,4,3,1,12756.0,837,11919.0,1.932,1413 89,778992108,Existing Customer,57,M,2,Unknown,Married,$120K +,Blue,45,5,3,3,5266.0,0,5266.0,1.702,1516 90,717539808,Existing Customer,51,F,2,High School,Single,Less than $40K,Blue,36,3,2,2,9930.0,0,9930.0,0.731,1276 91,714070758,Existing Customer,49,M,4,High School,Single,$80K - $120K,Blue,38,4,3,0,31302.0,1953,29349.0,0.875,1564 92,714107958,Existing Customer,45,M,1,Graduate,Single,$40K - $60K,Blue,36,4,4,3,6576.0,0,6576.0,0.579,1465 93,789140283,Existing Customer,53,M,0,Graduate,Single,$80K - $120K,Blue,42,5,4,1,2664.0,2037,627.0,0.85,1286 94,715550508,Existing Customer,45,F,3,Unknown,Married,Unknown,Blue,28,5,1,2,2535.0,2440,95.0,1.705,1312 95,719712633,Existing Customer,64,M,1,Graduate,Married,Less than $40K,Blue,52,6,4,3,1709.0,895,814.0,1.656,1673 96,772629333,Existing Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,35,5,4,2,3454.0,1200,2254.0,0.597,1313 97,720336708,Existing Customer,53,M,3,Doctorate,Married,$40K - $60K,Blue,35,5,3,2,3789.0,1706,2083.0,1.047,1609 98,802013583,Existing Customer,56,M,3,College,Married,$120K +,Blue,50,3,2,0,9689.0,2250,7439.0,0.5760000000000001,1158 99,711887583,Attrited Customer,47,M,2,Unknown,Married,$80K - $120K,Blue,37,2,3,3,5449.0,1628,3821.0,0.696,836 100,714778833,Existing Customer,49,F,3,College,Single,Unknown,Blue,43,4,4,0,23032.0,1960,21072.0,0.619,1289 101,713843283,Existing Customer,41,F,3,Unknown,Married,Unknown,Silver,34,5,3,3,34516.0,2053,32463.0,1.034,1487 102,779155158,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,34,6,2,2,2940.0,1264,1676.0,0.562,1259 103,721091583,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,32,3,3,3,3031.0,1879,1152.0,0.7879999999999999,1298 104,713572683,Existing Customer,44,M,3,High School,Unknown,$60K - $80K,Blue,25,3,3,0,1862.0,0,1862.0,0.883,1226 105,716657058,Existing Customer,43,F,4,Post-Graduate,Married,Less than $40K,Blue,33,2,3,3,8358.0,926,7432.0,0.762,1566 106,779509983,Existing Customer,53,M,2,Post-Graduate,Single,$120K +,Blue,36,6,1,2,34516.0,931,33585.0,0.828,1022 107,717929133,Existing Customer,44,M,1,Uneducated,Married,$60K - $80K,Blue,36,5,2,3,14450.0,2440,12010.0,1.2830000000000001,1235 108,808284783,Existing Customer,62,F,1,Unknown,Married,Less than $40K,Blue,56,6,0,0,1438.3,0,1438.3,0.813,1951 109,708476808,Existing Customer,54,M,4,Unknown,Divorced,$120K +,Blue,36,6,3,2,33791.0,1960,31831.0,0.618,1047 110,710916408,Existing Customer,57,M,4,Graduate,Married,$60K - $80K,Blue,39,4,3,0,8466.0,1886,6580.0,0.56,1342 111,708492558,Existing Customer,42,M,3,Unknown,Married,$60K - $80K,Blue,36,5,3,3,15088.0,865,14223.0,0.9390000000000001,1107 112,799825758,Existing Customer,42,M,4,High School,Divorced,$60K - $80K,Blue,36,5,1,2,3263.0,1674,1589.0,0.588,1251 113,718619883,Existing Customer,54,F,0,Uneducated,Married,Less than $40K,Blue,36,2,2,2,1494.0,706,788.0,1.6740000000000002,1305 114,711844758,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,35,6,1,0,13551.0,1294,12257.0,0.7909999999999999,1388 115,714798783,Existing Customer,49,M,1,Graduate,Single,$80K - $120K,Blue,36,6,2,2,18886.0,895,17991.0,1.8259999999999998,1235 116,826762908,Existing Customer,52,M,3,High School,Unknown,$80K - $120K,Blue,48,3,2,0,11976.0,1273,10703.0,1.024,2089 117,771894558,Existing Customer,50,M,3,High School,Single,$80K - $120K,Blue,39,4,1,4,9964.0,1559,8405.0,1.8730000000000002,1626 118,721074183,Existing Customer,49,M,1,Doctorate,Married,$60K - $80K,Blue,36,4,6,3,24159.0,1196,22963.0,0.7120000000000001,1111 119,715259583,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,44,3,2,3,5362.0,1901,3461.0,0.816,1553 120,718414008,Existing Customer,50,M,2,Graduate,Single,$120K +,Blue,36,3,2,2,34516.0,1023,33493.0,1.004,1064 121,719666283,Existing Customer,55,F,1,Doctorate,Married,Less than $40K,Blue,36,4,1,0,3174.0,1951,1223.0,0.7659999999999999,1243 122,714877233,Existing Customer,53,M,1,High School,Married,$80K - $120K,Blue,47,3,2,2,12262.0,1836,10426.0,1.584,1659 123,785387883,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,41,4,3,3,3788.0,1540,2248.0,0.5660000000000001,1594 124,771075258,Existing Customer,55,M,2,College,Single,$120K +,Silver,42,2,3,2,34516.0,1527,32989.0,0.526,1268 125,711318033,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Blue,36,4,2,2,2926.0,0,2926.0,0.6759999999999999,1304 126,783554958,Existing Customer,58,M,4,Graduate,Single,$120K +,Blue,52,6,1,0,32090.0,0,32090.0,0.5670000000000001,1368 127,720201033,Attrited Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,3,3,2,11669.0,2227,9442.0,0.622,720 128,718039683,Existing Customer,52,M,2,High School,Single,$40K - $60K,Blue,45,3,1,2,13532.0,1300,12232.0,0.846,1521 129,710806083,Existing Customer,50,F,1,Uneducated,Unknown,Less than $40K,Silver,36,4,2,2,11888.0,2090,9798.0,0.7,1137 130,714752208,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,36,5,1,2,2393.0,1985,408.0,0.7879999999999999,978 131,822063408,Existing Customer,43,M,4,Unknown,Married,$40K - $60K,Blue,39,5,1,2,6111.0,2517,3594.0,0.632,1221 132,714490308,Existing Customer,57,M,4,Graduate,Married,$80K - $120K,Blue,46,3,2,3,19270.0,1662,17608.0,1.186,1565 133,713356833,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,43,3,1,4,3710.0,2517,1193.0,1.541,1578 134,711402333,Existing Customer,47,M,2,Doctorate,Single,Less than $40K,Blue,37,2,1,3,3235.0,797,2438.0,0.541,1493 135,708296883,Existing Customer,44,F,3,Graduate,Single,$40K - $60K,Blue,38,3,1,0,11749.0,788,10961.0,0.688,1178 136,719154483,Existing Customer,53,M,2,High School,Divorced,$60K - $80K,Blue,36,5,3,2,7753.0,2100,5653.0,0.8390000000000001,991 137,717721458,Existing Customer,45,M,4,College,Divorced,$60K - $80K,Blue,40,5,1,0,10408.0,1186,9222.0,1.689,2560 138,711112683,Existing Customer,63,F,1,College,Married,Unknown,Blue,36,6,2,3,3967.0,1568,2399.0,1.236,1657 139,715674483,Existing Customer,39,F,2,Post-Graduate,Single,Less than $40K,Blue,27,4,2,2,6205.0,2517,3688.0,0.9390000000000001,1204 140,789322833,Attrited Customer,48,F,5,High School,Married,Less than $40K,Blue,38,1,3,3,8025.0,0,8025.0,0.654,673 141,789968058,Existing Customer,51,M,1,Unknown,Single,$120K +,Blue,42,6,2,3,9036.0,2327,6709.0,0.649,1131 142,709919283,Existing Customer,54,M,4,Graduate,Married,$80K - $120K,Blue,34,2,3,2,14926.0,2517,12409.0,1.996,1576 143,718744008,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,3,6335.0,1128,5207.0,0.397,1217 144,767712558,Attrited Customer,59,M,1,College,Single,$60K - $80K,Blue,53,2,3,3,14979.0,0,14979.0,0.71,530 145,712950783,Attrited Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,38,3,2,3,2732.0,0,2732.0,0.76,739 146,716104983,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,32,6,3,2,2250.0,2117,133.0,1.162,1617 147,818839983,Existing Customer,55,M,2,Graduate,Married,$120K +,Blue,50,3,2,0,10916.0,1536,9380.0,1.317,1592 148,772288758,Existing Customer,47,F,4,Graduate,Married,Unknown,Blue,36,4,1,3,5349.0,1228,4121.0,0.728,1343 149,712350858,Existing Customer,41,M,2,High School,Married,$80K - $120K,Blue,24,4,1,3,9366.0,1104,8262.0,0.5720000000000001,1303 150,711009708,Existing Customer,40,M,3,High School,Single,$80K - $120K,Blue,28,5,1,0,21617.0,0,21617.0,1.047,1351 151,712720158,Existing Customer,68,M,1,Graduate,Married,Unknown,Blue,56,5,2,3,13860.0,1652,12208.0,1.255,1910 152,712215258,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Silver,31,2,2,3,18386.0,0,18386.0,0.868,1298 153,773827008,Existing Customer,47,M,4,Uneducated,Single,$60K - $80K,Blue,41,6,2,2,2405.0,1540,865.0,0.469,1087 154,795232683,Existing Customer,53,F,1,College,Married,Less than $40K,Blue,47,4,2,3,2154.0,930,1224.0,2.121,1439 155,713786508,Existing Customer,42,F,5,Unknown,Married,$40K - $60K,Blue,36,3,3,3,2038.0,0,2038.0,0.7859999999999999,1238 156,713539833,Existing Customer,48,F,4,High School,Single,$40K - $60K,Blue,38,6,1,3,8135.0,0,8135.0,1.3730000000000002,1716 157,712454058,Existing Customer,49,M,1,Doctorate,Married,$120K +,Blue,38,6,1,3,9364.0,618,8746.0,0.5539999999999999,1099 158,718759833,Existing Customer,44,F,2,Uneducated,Married,Unknown,Silver,35,4,3,2,32643.0,0,32643.0,1.3,1058 159,718803333,Existing Customer,43,F,4,Graduate,Divorced,Less than $40K,Blue,34,2,3,1,3195.0,1954,1241.0,0.971,1285 160,720253908,Existing Customer,56,M,0,High School,Married,$80K - $120K,Blue,43,5,2,1,2852.0,1024,1828.0,1.0090000000000001,1651 161,714133158,Existing Customer,59,F,1,College,Single,Unknown,Blue,36,2,3,3,4224.0,1305,2919.0,0.852,1152 162,713187033,Existing Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,36,3,2,2,20459.0,2071,18388.0,1.248,1767 163,714791208,Existing Customer,47,F,4,Unknown,Divorced,Less than $40K,Blue,41,6,5,3,3482.0,2114,1368.0,0.508,1039 164,772426383,Existing Customer,50,F,4,Uneducated,Married,$40K - $60K,Blue,40,5,2,3,3065.0,1570,1495.0,1.077,1130 165,710975883,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,43,3,1,2,2185.0,1761,424.0,0.682,1645 166,714264408,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,4,1,0,1611.0,746,865.0,0.993,1413 167,715827858,Existing Customer,58,F,4,Uneducated,Married,Less than $40K,Blue,47,3,3,3,2822.0,2173,649.0,1.456,1218 168,713741358,Attrited Customer,46,M,5,Graduate,Single,$80K - $120K,Blue,33,6,3,3,32975.0,2517,30458.0,0.6579999999999999,597 169,709531908,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,47,5,2,2,1438.3,0,1438.3,0.7759999999999999,2184 170,716493408,Existing Customer,45,F,4,Uneducated,Divorced,Unknown,Blue,36,4,3,3,15875.0,1719,14156.0,0.86,1592 171,714141108,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,45,6,3,3,6703.0,893,5810.0,0.5670000000000001,1388 172,708953883,Attrited Customer,53,M,2,Unknown,Married,$80K - $120K,Blue,36,2,2,1,3212.0,0,3212.0,0.713,757 173,712608783,Existing Customer,50,M,2,High School,Married,$80K - $120K,Silver,45,3,1,3,34516.0,1260,33256.0,0.588,1504 174,820353558,Existing Customer,41,F,3,High School,Married,$40K - $60K,Blue,36,4,1,2,9797.0,1434,8363.0,0.644,1503 175,714964758,Existing Customer,45,F,5,Graduate,Divorced,$40K - $60K,Blue,36,5,2,2,10400.0,1777,8623.0,0.7909999999999999,1105 176,716264358,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,42,2,1,2,26792.0,1836,24956.0,1.432,2398 177,717296808,Existing Customer,67,F,1,Graduate,Married,Less than $40K,Blue,56,4,3,2,3006.0,2517,489.0,2.053,1661 178,712977183,Existing Customer,57,F,2,Uneducated,Single,$40K - $60K,Silver,36,6,3,0,19482.0,1072,18410.0,0.706,1421 179,710829108,Existing Customer,59,F,1,Uneducated,Married,$40K - $60K,Blue,36,4,2,3,3356.0,985,2371.0,0.35,999 180,779562633,Existing Customer,45,M,2,Uneducated,Married,$40K - $60K,Blue,34,3,2,1,5771.0,2248,3523.0,1.791,1387 181,715315833,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,36,6,2,3,11106.0,2107,8999.0,0.948,1243 182,815500983,Existing Customer,59,F,1,Uneducated,Married,Less than $40K,Blue,54,5,3,0,2890.0,2001,889.0,1.334,1860 183,719360583,Existing Customer,53,M,1,Graduate,Married,$60K - $80K,Blue,45,6,2,2,3380.0,1701,1679.0,0.747,1502 184,709701558,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,36,2,1,2,21331.0,1251,20080.0,0.9490000000000001,1460 185,721148358,Existing Customer,49,F,3,Uneducated,Single,Unknown,Blue,38,6,2,1,12860.0,0,12860.0,0.6459999999999999,1348 186,779862408,Existing Customer,49,M,3,Post-Graduate,Single,$80K - $120K,Blue,33,3,1,0,6278.0,462,5816.0,1.161,1087 187,812627208,Existing Customer,60,F,0,College,Single,Less than $40K,Blue,55,5,1,3,1438.3,738,700.3,0.782,1226 188,711033408,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,5,1,2,9355.0,1626,7729.0,0.701,1230 189,779956608,Existing Customer,41,F,2,Post-Graduate,Married,Unknown,Blue,31,6,1,3,20758.0,0,20758.0,0.688,1555 190,780376683,Existing Customer,57,M,1,Graduate,Married,$80K - $120K,Blue,47,5,3,1,14612.0,1976,12636.0,1.768,1827 191,717912483,Existing Customer,43,M,4,Graduate,Unknown,$80K - $120K,Blue,27,5,2,0,27259.0,0,27259.0,0.731,1376 192,714454758,Existing Customer,57,F,3,Graduate,Married,Less than $40K,Blue,47,4,2,3,6347.0,1594,4753.0,0.8959999999999999,1771 193,780466533,Existing Customer,54,M,3,Doctorate,Married,$120K +,Blue,41,3,3,0,21592.0,1676,19916.0,1.097,1873 194,715735233,Existing Customer,51,F,5,Post-Graduate,Married,Less than $40K,Blue,44,5,1,1,3449.0,1598,1851.0,0.971,1679 195,720476733,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,34,2,1,2,6028.0,799,5229.0,0.8190000000000001,1002 196,715872333,Existing Customer,41,M,0,High School,Unknown,$120K +,Blue,36,3,2,3,18214.0,1998,16216.0,0.8290000000000001,1344 197,712375758,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,43,3,3,1,16393.0,1423,14970.0,1.642,1461 198,708868233,Attrited Customer,68,M,0,High School,Married,Less than $40K,Blue,52,1,3,2,1438.3,900,538.3,0.743,760 199,718030083,Existing Customer,59,M,1,College,Married,$60K - $80K,Blue,36,4,1,2,7871.0,1687,6184.0,1.242,1428 200,720707283,Existing Customer,48,M,4,Unknown,Married,$80K - $120K,Blue,36,5,3,0,5288.0,866,4422.0,0.8690000000000001,1777 201,771698658,Existing Customer,44,M,5,Graduate,Married,$60K - $80K,Blue,32,4,5,3,11376.0,2006,9370.0,0.619,1302 202,748326258,Existing Customer,48,M,3,College,Married,$80K - $120K,Blue,41,4,5,3,12302.0,1632,10670.0,1.5090000000000001,1483 203,770817783,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Silver,33,3,2,1,34516.0,1679,32837.0,0.623,1060 204,779353083,Existing Customer,47,M,2,Graduate,Married,$60K - $80K,Silver,32,4,2,2,34516.0,1468,33048.0,0.505,1330 205,711441333,Existing Customer,43,F,1,High School,Divorced,Less than $40K,Silver,35,3,2,2,10514.0,1580,8934.0,0.504,1229 206,719808558,Attrited Customer,55,F,2,Graduate,Married,Less than $40K,Blue,43,2,4,3,1438.3,0,1438.3,0.7070000000000001,886 207,711551958,Attrited Customer,59,M,2,Post-Graduate,Married,$60K - $80K,Blue,46,3,3,3,1438.3,0,1438.3,0.688,844 208,809164083,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,56,2,1,2,2619.0,1779,840.0,1.2590000000000001,1450 209,820596183,Existing Customer,58,M,2,College,Married,$120K +,Blue,53,2,3,0,24407.0,2395,22012.0,1.071,2311 210,715999608,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,36,4,1,2,2377.0,1649,728.0,0.93,1378 211,710565408,Existing Customer,59,M,0,Unknown,Unknown,$80K - $120K,Silver,40,3,2,3,34516.0,1359,33157.0,1.327,1033 212,805543158,Existing Customer,52,M,3,Graduate,Married,$120K +,Blue,47,5,3,3,11086.0,2207,8879.0,0.8690000000000001,1523 213,709752183,Existing Customer,48,M,3,High School,Single,$60K - $80K,Blue,36,4,2,2,11432.0,2517,8915.0,0.615,1374 214,716479233,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,36,5,3,2,13258.0,1721,11537.0,0.9079999999999999,1080 215,713837058,Existing Customer,48,M,2,College,Single,Less than $40K,Blue,36,3,2,3,2571.0,1955,616.0,0.531,1234 216,718876683,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,31,5,2,0,5781.0,1168,4613.0,0.638,1600 217,770746908,Existing Customer,44,M,4,Unknown,Married,$60K - $80K,Blue,30,5,1,2,7872.0,2509,5363.0,0.971,1155 218,794843883,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,35,6,1,2,34516.0,1202,33314.0,0.603,1353 219,803043933,Existing Customer,44,F,3,Uneducated,Divorced,Less than $40K,Silver,38,4,1,3,11127.0,1835,9292.0,2.3680000000000003,1546 220,758076408,Existing Customer,50,M,2,Unknown,Single,$40K - $60K,Blue,43,2,1,3,1857.0,1603,254.0,0.579,1590 221,714606558,Existing Customer,60,F,1,Uneducated,Married,Less than $40K,Blue,36,5,1,0,1913.0,1272,641.0,1.008,1448 222,778425408,Existing Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,24,5,3,0,3839.0,2295,1544.0,0.569,1271 223,714171108,Existing Customer,48,F,3,Graduate,Divorced,$40K - $60K,Blue,39,6,2,3,2115.0,1141,974.0,0.616,1223 224,719662458,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,27,5,2,2,1438.3,679,759.3,0.8590000000000001,1117 225,713137233,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,28,4,3,0,27756.0,1789,25967.0,0.75,994 226,769425858,Existing Customer,45,M,3,College,Single,$60K - $80K,Blue,32,4,1,2,1438.3,0,1438.3,0.81,1468 227,711297483,Existing Customer,47,F,2,Uneducated,Divorced,Less than $40K,Silver,34,6,4,2,13878.0,2222,11656.0,0.853,1658 228,788900883,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,36,3,1,3,3106.0,1304,1802.0,0.604,1368 229,758348808,Existing Customer,51,M,2,Graduate,Married,$120K +,Blue,44,4,3,3,34516.0,1666,32850.0,0.613,1218 230,772336458,Attrited Customer,60,F,1,Uneducated,Married,$40K - $60K,Blue,50,4,4,3,1438.3,1025,413.3,0.838,702 231,708711483,Existing Customer,57,M,2,Unknown,Married,$80K - $120K,Blue,46,2,3,0,18871.0,1740,17131.0,1.7269999999999999,1516 232,717906783,Existing Customer,41,M,5,Graduate,Single,$120K +,Blue,29,5,2,2,5207.0,1748,3459.0,1.073,1310 233,719437908,Existing Customer,44,M,3,Post-Graduate,Divorced,$80K - $120K,Blue,36,6,2,2,17965.0,1644,16321.0,0.9209999999999999,1767 234,769433508,Existing Customer,43,M,1,College,Single,$60K - $80K,Blue,37,6,3,3,2733.0,1819,914.0,0.767,933 235,790096533,Existing Customer,55,M,2,College,Married,$60K - $80K,Blue,48,4,3,2,8863.0,1301,7562.0,1.207,1512 236,720997383,Attrited Customer,52,M,1,Uneducated,Married,$80K - $120K,Blue,36,2,3,3,1857.0,1833,24.0,0.723,829 237,787541883,Existing Customer,44,M,3,Graduate,Unknown,$80K - $120K,Blue,33,3,3,3,34516.0,0,34516.0,0.483,1120 238,709930758,Existing Customer,41,M,2,Uneducated,Married,$40K - $60K,Blue,30,5,3,3,11107.0,1222,9885.0,0.5379999999999999,1506 239,789830058,Existing Customer,44,M,4,Unknown,Single,$80K - $120K,Blue,34,4,1,2,21573.0,1585,19988.0,0.621,1384 240,710299608,Attrited Customer,53,F,2,Unknown,Married,Less than $40K,Blue,33,2,3,3,2859.0,2517,342.0,0.993,817 241,710741208,Existing Customer,39,M,2,High School,Single,$80K - $120K,Blue,36,4,2,2,5269.0,1475,3794.0,1.148,2094 242,821797008,Attrited Customer,49,M,5,College,Married,$40K - $60K,Blue,45,2,2,3,1438.3,0,1438.3,0.7340000000000001,815 243,708874533,Attrited Customer,45,F,2,College,Married,Less than $40K,Blue,36,1,3,2,3387.0,0,3387.0,0.789,510 244,715341858,Existing Customer,54,M,2,Graduate,Married,$80K - $120K,Blue,46,6,2,3,1982.0,1289,693.0,0.9390000000000001,1377 245,793636308,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Blue,43,2,2,2,4645.0,1650,2995.0,0.912,1193 246,713779908,Existing Customer,46,F,3,Doctorate,Single,Unknown,Blue,36,6,3,2,2189.0,1666,523.0,0.34299999999999997,1287 247,712125258,Attrited Customer,46,M,4,High School,Married,$120K +,Blue,30,3,3,3,2442.0,0,2442.0,0.98,701 248,709703433,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,38,4,1,2,21304.0,1532,19772.0,1.018,1770 249,721022433,Existing Customer,44,M,2,Doctorate,Single,$60K - $80K,Blue,36,5,1,2,7577.0,2480,5097.0,0.435,1409 250,710103558,Existing Customer,50,M,3,Post-Graduate,Single,$120K +,Blue,31,4,1,2,3234.0,1486,1748.0,0.868,1354 251,715952883,Existing Customer,73,M,0,High School,Married,$40K - $60K,Blue,36,5,3,2,4469.0,1125,3344.0,1.3630000000000002,1765 252,719731458,Existing Customer,56,M,3,Unknown,Unknown,$40K - $60K,Blue,46,6,3,4,2910.0,709,2201.0,0.5379999999999999,1192 253,772390908,Attrited Customer,59,M,0,High School,Single,$40K - $60K,Blue,48,2,4,3,3616.0,1054,2562.0,0.616,687 254,787348608,Existing Customer,70,M,0,High School,Married,Less than $40K,Blue,56,3,2,3,3252.0,1495,1757.0,0.581,1227 255,709485033,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,36,4,3,3,2358.0,1152,1206.0,0.9690000000000001,1737 256,715432608,Existing Customer,43,M,4,Unknown,Single,$60K - $80K,Blue,36,4,1,0,22322.0,953,21369.0,0.769,1348 257,799471833,Existing Customer,45,M,1,Uneducated,Single,$120K +,Blue,39,4,2,2,3133.0,1510,1623.0,0.609,1435 258,714187533,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,35,2,3,0,3540.0,849,2691.0,0.456,1321 259,779656908,Existing Customer,40,M,1,Graduate,Married,$40K - $60K,Blue,23,6,3,2,6990.0,1378,5612.0,0.73,1479 260,788950158,Existing Customer,36,M,2,College,Unknown,$80K - $120K,Blue,22,2,2,3,34516.0,1652,32864.0,0.8540000000000001,1283 261,778867533,Attrited Customer,59,F,0,Post-Graduate,Married,$40K - $60K,Blue,40,1,4,1,1438.3,0,1438.3,1.038,689 262,710620383,Existing Customer,43,M,4,Unknown,Married,$60K - $80K,Blue,35,6,3,2,24396.0,1171,23225.0,0.655,965 263,778661358,Existing Customer,46,F,1,Unknown,Married,Less than $40K,Blue,36,2,3,2,2474.0,2143,331.0,1.53,1541 264,789483333,Existing Customer,41,M,2,Uneducated,Married,$40K - $60K,Blue,32,5,1,3,5214.0,795,4419.0,0.7070000000000001,1258 265,809855808,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,46,5,2,2,5207.0,1650,3557.0,0.708,1339 266,718464258,Existing Customer,51,F,3,Unknown,Unknown,Less than $40K,Blue,25,2,2,2,9512.0,1082,8430.0,0.701,1007 267,708528483,Existing Customer,43,F,4,Graduate,Divorced,Unknown,Blue,23,6,3,2,3187.0,2430,757.0,0.617,1387 268,771809733,Attrited Customer,64,F,0,High School,Married,$40K - $60K,Blue,53,1,3,3,3353.0,0,3353.0,1.021,960 269,719942883,Existing Customer,54,M,5,Graduate,Married,$60K - $80K,Blue,38,3,3,3,2290.0,1434,856.0,0.9229999999999999,1119 270,807226683,Existing Customer,48,M,3,Unknown,Single,$40K - $60K,Blue,43,6,1,3,5279.0,1115,4164.0,0.5489999999999999,1642 271,717806133,Existing Customer,40,M,2,Uneducated,Divorced,$60K - $80K,Blue,29,5,3,0,23603.0,0,23603.0,0.795,1382 272,720615708,Existing Customer,57,M,0,Uneducated,Married,$40K - $60K,Blue,45,6,2,2,2601.0,0,2601.0,0.8140000000000001,1232 273,714511758,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,40,4,3,0,6363.0,1029,5334.0,0.838,1542 274,715050408,Existing Customer,41,M,3,High School,Single,$80K - $120K,Blue,36,4,3,3,8029.0,1576,6453.0,0.826,1094 275,721132233,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,31,2,2,2,2410.0,1769,641.0,0.759,1217 276,719211558,Attrited Customer,45,M,2,Graduate,Single,$60K - $80K,Blue,36,1,1,2,3401.0,0,3401.0,0.898,744 277,712069008,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,23,4,2,0,2260.0,1007,1253.0,0.84,1614 278,715996983,Existing Customer,47,M,4,Uneducated,Divorced,$80K - $120K,Blue,30,5,2,2,17682.0,2481,15201.0,1.3019999999999998,1747 279,773466258,Existing Customer,48,F,4,High School,Married,$40K - $60K,Blue,42,3,1,3,4206.0,1100,3106.0,0.5870000000000001,1144 280,798983508,Existing Customer,43,M,1,Graduate,Single,$80K - $120K,Silver,37,4,3,2,34516.0,1440,33076.0,1.117,1575 281,719117433,Existing Customer,41,M,4,High School,Unknown,$80K - $120K,Blue,36,4,3,0,23018.0,2168,20850.0,0.8590000000000001,1463 282,716451183,Existing Customer,54,F,1,Uneducated,Married,$40K - $60K,Blue,44,5,2,3,5556.0,1711,3845.0,1.4340000000000002,1706 283,718621608,Attrited Customer,54,F,2,High School,Married,Unknown,Blue,44,3,3,1,6094.0,0,6094.0,1.129,909 284,715085733,Existing Customer,61,M,0,Graduate,Married,$40K - $60K,Blue,52,3,1,2,2939.0,1999,940.0,2.145,2434 285,788977833,Existing Customer,61,M,0,Uneducated,Married,$80K - $120K,Blue,48,2,1,0,5362.0,1274,4088.0,1.015,1876 286,720272958,Attrited Customer,48,M,2,High School,Married,$120K +,Blue,36,3,3,3,27126.0,0,27126.0,0.953,1000 287,708421833,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,6,3,2,3342.0,2517,825.0,0.7709999999999999,1139 288,709173108,Attrited Customer,54,F,4,Graduate,Married,Unknown,Blue,40,6,2,2,2532.0,2221,311.0,0.491,799 289,709879458,Existing Customer,54,F,3,Doctorate,Married,Unknown,Blue,46,2,2,3,1900.0,1376,524.0,0.89,1881 290,715120608,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,37,2,3,2,14546.0,1703,12843.0,0.955,1273 291,770632758,Existing Customer,50,F,4,Doctorate,Single,Unknown,Blue,36,2,3,2,2521.0,1608,913.0,0.5870000000000001,1328 292,779078733,Existing Customer,55,M,2,Doctorate,Married,$60K - $80K,Blue,36,3,4,3,16427.0,1682,14745.0,0.631,1579 293,771742533,Existing Customer,48,M,2,Graduate,Unknown,$40K - $60K,Blue,36,5,1,2,13068.0,1718,11350.0,0.607,937 294,720250158,Existing Customer,45,M,2,College,Single,$60K - $80K,Blue,33,6,3,0,23218.0,1814,21404.0,1.178,1749 295,716458983,Existing Customer,60,M,0,High School,Married,$40K - $60K,Blue,36,5,1,3,3281.0,837,2444.0,1.859,1424 296,713747733,Existing Customer,55,M,2,High School,Married,$40K - $60K,Blue,47,5,3,2,3096.0,2217,879.0,0.799,2011 297,712270158,Existing Customer,62,F,0,High School,Married,$40K - $60K,Blue,52,5,2,3,2052.0,1250,802.0,0.728,1208 298,789562383,Existing Customer,38,F,1,High School,Unknown,Less than $40K,Blue,30,2,3,0,1438.3,583,855.3,0.888,1259 299,754897008,Existing Customer,46,M,3,High School,Single,$40K - $60K,Blue,39,2,3,2,9432.0,1418,8014.0,0.612,1319 300,819700533,Existing Customer,50,M,0,High School,Single,$120K +,Silver,45,5,2,3,14938.0,2303,12635.0,0.804,949 301,712890408,Existing Customer,45,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,2,2221.0,1343,878.0,0.8690000000000001,1338 302,720248208,Existing Customer,47,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,37,6,3,0,5731.0,1577,4154.0,0.657,1554 303,779749908,Existing Customer,48,M,4,College,Married,$60K - $80K,Gold,33,2,2,3,34516.0,2061,32455.0,0.722,1350 304,717401883,Existing Customer,35,M,3,Uneducated,Married,$60K - $80K,Blue,22,5,2,2,6985.0,1130,5855.0,0.963,1694 305,721509558,Existing Customer,51,M,2,Graduate,Married,$120K +,Blue,42,3,3,0,24221.0,1707,22514.0,0.816,1678 306,710572458,Existing Customer,36,F,3,High School,Married,Unknown,Blue,24,4,1,1,15439.0,0,15439.0,0.742,2069 307,714576183,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,36,6,3,2,21637.0,2030,19607.0,0.7759999999999999,1222 308,721425558,Existing Customer,52,M,2,Graduate,Single,$120K +,Blue,37,2,3,2,14543.0,0,14543.0,0.7879999999999999,1536 309,711109908,Existing Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,2,1,1,9684.0,2475,7209.0,0.6970000000000001,1400 310,715203108,Existing Customer,63,M,2,High School,Married,$40K - $60K,Blue,36,2,2,2,5007.0,930,4077.0,0.885,1050 311,710027508,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,54,3,2,0,1616.0,1047,569.0,0.9840000000000001,1389 312,787464408,Existing Customer,53,M,2,Uneducated,Single,$60K - $80K,Blue,40,5,2,2,19116.0,0,19116.0,0.6559999999999999,1184 313,783542133,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,47,5,6,2,2759.0,2223,536.0,1.32,2093 314,708330858,Attrited Customer,57,M,3,Graduate,Married,$120K +,Blue,38,2,3,3,8249.0,1381,6868.0,0.7979999999999999,678 315,714426783,Existing Customer,38,F,2,Graduate,Single,Unknown,Blue,31,2,3,2,14041.0,2154,11887.0,1.084,1467 316,712701333,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,43,5,3,2,5264.0,2169,3095.0,0.374,1219 317,709494483,Existing Customer,63,F,0,Unknown,Married,Less than $40K,Blue,54,4,2,1,2420.0,1912,508.0,1.256,1730 318,773373108,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,4,2,0,2826.0,2070,756.0,0.541,1025 319,715812258,Existing Customer,45,M,2,High School,Married,$80K - $120K,Blue,34,5,5,2,12518.0,1539,10979.0,0.645,1165 320,778286433,Existing Customer,67,M,0,Graduate,Married,$40K - $60K,Blue,56,4,2,1,5876.0,1297,4579.0,1.012,2133 321,789270033,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Silver,37,3,2,3,34516.0,0,34516.0,0.44799999999999995,1122 322,711569433,Existing Customer,51,F,2,Uneducated,Divorced,Less than $40K,Blue,38,4,1,2,9648.0,1926,7722.0,0.5489999999999999,1083 323,720214833,Existing Customer,52,M,2,High School,Single,$80K - $120K,Silver,40,3,3,3,34516.0,2177,32339.0,1.32,1234 324,709346133,Existing Customer,55,F,2,Uneducated,Married,Unknown,Blue,35,3,3,0,3025.0,2376,649.0,1.252,1277 325,788194458,Existing Customer,34,M,3,High School,Married,$60K - $80K,Blue,26,4,3,3,3265.0,2517,748.0,0.9520000000000001,1843 326,720779733,Existing Customer,56,M,1,Uneducated,Married,$120K +,Blue,36,3,2,2,6041.0,1355,4686.0,0.685,1747 327,717424458,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,36,3,3,2,2293.0,1823,470.0,0.617,1166 328,708820308,Existing Customer,47,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,36,6,2,2,13399.0,2505,10894.0,0.627,1326 329,710558058,Existing Customer,46,F,3,Unknown,Married,Less than $40K,Blue,38,4,3,3,4317.0,2517,1800.0,0.9440000000000001,1619 330,770590758,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,29,5,2,0,3378.0,1069,2309.0,0.581,1285 331,718490658,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,36,4,1,3,5012.0,2242,2770.0,0.816,1142 332,711985833,Existing Customer,38,F,4,Uneducated,Single,Less than $40K,Blue,30,4,1,0,2569.0,1605,964.0,0.574,1190 333,708967608,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,45,3,1,2,3471.0,1785,1686.0,1.051,1052 334,718505958,Existing Customer,43,M,5,Graduate,Divorced,$120K +,Silver,31,5,3,3,34516.0,1699,32817.0,0.7709999999999999,1628 335,715024233,Existing Customer,53,M,1,High School,Married,$120K +,Blue,36,6,3,2,3312.0,1844,1468.0,0.986,1740 336,779249583,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,38,4,3,3,2578.0,2462,116.0,1.7069999999999999,1378 337,709278258,Attrited Customer,54,M,2,Unknown,Married,$40K - $60K,Blue,44,4,3,2,2902.0,2517,385.0,0.821,996 338,778928283,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,39,3,2,1,2742.0,2321,421.0,1.315,1389 339,712299858,Existing Customer,62,M,1,High School,Married,Less than $40K,Blue,53,5,3,3,2077.0,1571,506.0,1.031,1365 340,799224108,Existing Customer,46,F,4,Graduate,Single,Less than $40K,Blue,40,5,1,2,6265.0,1942,4323.0,1.0270000000000001,1715 341,809976033,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,44,6,3,0,7819.0,1560,6259.0,0.8270000000000001,1582 342,716203308,Existing Customer,52,M,3,Graduate,Single,$80K - $120K,Blue,42,6,3,3,2731.0,1692,1039.0,0.62,1220 343,714871683,Attrited Customer,58,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,4,3,1438.3,537,901.3,0.8190000000000001,715 344,716139933,Existing Customer,54,M,0,High School,Married,$80K - $120K,Blue,36,3,1,2,16286.0,1710,14576.0,1.2229999999999999,2552 345,716984658,Existing Customer,49,M,1,Graduate,Married,$120K +,Blue,39,3,2,3,34516.0,0,34516.0,0.507,1106 346,713086008,Existing Customer,58,F,3,High School,Married,Less than $40K,Blue,47,6,1,0,2609.0,2439,170.0,1.2690000000000001,1731 347,713773458,Existing Customer,52,M,2,High School,Single,$60K - $80K,Blue,45,5,3,2,7567.0,1173,6394.0,0.541,1435 348,719242533,Existing Customer,41,M,5,High School,Married,$60K - $80K,Blue,33,5,3,3,22770.0,2517,20253.0,0.9940000000000001,1882 349,772712658,Existing Customer,62,F,0,Uneducated,Married,Less than $40K,Blue,50,5,1,2,3791.0,1648,2143.0,1.227,2058 350,788868858,Existing Customer,54,M,2,Graduate,Married,Less than $40K,Blue,39,4,4,2,2702.0,2517,185.0,1.0190000000000001,1658 351,811898133,Existing Customer,40,F,3,High School,Divorced,Less than $40K,Blue,35,3,1,3,2555.0,2117,438.0,1.0490000000000002,1334 352,788808633,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,26,5,3,2,2355.0,1090,1265.0,0.7509999999999999,1441 353,779804208,Existing Customer,53,F,2,Graduate,Single,$40K - $60K,Blue,42,6,2,0,5332.0,0,5332.0,0.9390000000000001,1371 354,781391058,Existing Customer,55,M,1,Uneducated,Single,$40K - $60K,Blue,49,6,3,2,1443.0,1375,68.0,0.6829999999999999,1991 355,790134408,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,39,6,2,3,10741.0,755,9986.0,1.166,1278 356,788853258,Existing Customer,41,M,1,Uneducated,Married,$60K - $80K,Blue,25,3,2,0,7984.0,1503,6481.0,0.797,1734 357,711857733,Existing Customer,49,M,3,Uneducated,Single,$60K - $80K,Blue,32,3,2,2,18584.0,2517,16067.0,0.703,1330 358,822969858,Existing Customer,61,F,0,Graduate,Married,Unknown,Blue,56,4,1,3,5585.0,1465,4120.0,1.5030000000000001,1787 359,719554758,Existing Customer,46,M,2,Uneducated,Married,$80K - $120K,Blue,38,6,3,2,34516.0,2165,32351.0,0.8370000000000001,1672 360,711643458,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,43,6,3,4,1438.3,0,1438.3,1.068,1439 361,788830683,Existing Customer,40,M,2,Graduate,Single,$80K - $120K,Blue,24,5,1,0,2478.0,2031,447.0,1.284,1558 362,807030858,Existing Customer,51,M,4,High School,Single,$120K +,Blue,46,6,3,3,34516.0,2274,32242.0,0.7879999999999999,1795 363,793059108,Existing Customer,50,F,2,Graduate,Married,$40K - $60K,Blue,44,6,2,3,2339.0,1440,899.0,0.431,893 364,716568708,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2726.0,0,2726.0,0.8440000000000001,1099 365,828281733,Existing Customer,43,M,4,Unknown,Married,$120K +,Blue,39,3,3,3,14881.0,848,14033.0,0.762,1408 366,717229158,Existing Customer,36,F,4,Graduate,Married,$40K - $60K,Blue,36,6,3,3,1628.0,969,659.0,0.9990000000000001,1893 367,715915458,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,5,2,2,3156.0,1644,1512.0,1.052,1151 368,819129858,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,41,5,3,0,4745.0,1270,3475.0,0.93,1519 369,713441958,Existing Customer,46,M,2,High School,Married,$120K +,Blue,36,5,3,2,19727.0,1785,17942.0,0.5720000000000001,1245 370,719091333,Existing Customer,52,M,0,Uneducated,Married,$60K - $80K,Blue,36,3,3,2,22720.0,793,21927.0,0.685,1102 371,708666258,Existing Customer,43,M,4,Unknown,Married,$40K - $60K,Blue,36,5,3,0,8129.0,1799,6330.0,0.5660000000000001,1402 372,714914583,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,27,6,2,3,3751.0,1521,2230.0,0.9740000000000001,1060 373,714363858,Existing Customer,54,F,4,High School,Married,Less than $40K,Blue,36,3,5,3,1594.0,1411,183.0,0.8170000000000001,1459 374,721347408,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,43,4,2,0,2569.0,1403,1166.0,0.8859999999999999,1456 375,809608533,Existing Customer,49,F,4,Post-Graduate,Single,Unknown,Blue,44,6,3,2,18206.0,1586,16620.0,0.9209999999999999,1439 376,772047183,Existing Customer,45,M,4,High School,Married,$40K - $60K,Blue,34,6,3,3,3104.0,1766,1338.0,0.828,1353 377,714217908,Existing Customer,49,M,3,Graduate,Married,$40K - $60K,Blue,41,5,3,2,2406.0,1560,846.0,0.7509999999999999,1173 378,714819183,Existing Customer,63,M,1,Uneducated,Married,$80K - $120K,Blue,36,5,2,3,24571.0,1955,22616.0,1.1740000000000002,1746 379,716455683,Existing Customer,40,F,3,High School,Single,Less than $40K,Gold,36,3,2,3,15534.0,726,14808.0,0.556,1279 380,710865633,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Silver,33,4,2,0,12301.0,2250,10051.0,0.484,1307 381,752952108,Existing Customer,37,M,4,Graduate,Married,$80K - $120K,Blue,26,6,2,3,2846.0,1818,1028.0,0.711,1473 382,712595433,Existing Customer,58,M,2,Uneducated,Unknown,$120K +,Blue,49,6,2,3,9788.0,1794,7994.0,0.778,1805 383,714982383,Existing Customer,55,M,2,High School,Married,$60K - $80K,Blue,36,4,3,3,7231.0,2381,4850.0,0.996,1421 384,813814008,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,48,6,3,2,2324.0,1576,748.0,0.728,1272 385,794545983,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,40,3,2,3,12208.0,1980,10228.0,0.616,1409 386,708288108,Attrited Customer,43,M,4,Post-Graduate,Unknown,$80K - $120K,Blue,30,2,5,3,5639.0,1547,4092.0,1.087,647 387,715585158,Existing Customer,58,M,1,Graduate,Married,$60K - $80K,Blue,46,3,3,2,10021.0,1617,8404.0,0.578,1275 388,810449883,Existing Customer,64,M,0,Unknown,Married,Less than $40K,Blue,56,6,1,0,2215.0,1915,300.0,0.794,1270 389,789863208,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,44,3,2,3,2027.0,1480,547.0,0.9790000000000001,1702 390,715022133,Existing Customer,53,M,2,Graduate,Married,$60K - $80K,Blue,47,6,2,2,6363.0,1162,5201.0,0.644,1256 391,712506708,Existing Customer,39,F,3,College,Single,Less than $40K,Blue,25,6,1,2,3920.0,2008,1912.0,0.9440000000000001,3178 392,715699983,Existing Customer,56,M,3,High School,Married,$60K - $80K,Blue,36,5,1,3,9226.0,1233,7993.0,1.521,1626 393,818942433,Existing Customer,54,F,4,Unknown,Divorced,Less than $40K,Blue,49,6,1,1,9376.0,1288,8088.0,0.597,1562 394,712459233,Existing Customer,59,F,1,Post-Graduate,Married,$40K - $60K,Blue,46,5,3,3,1944.0,1346,598.0,1.052,1960 395,716545383,Existing Customer,42,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,1,0,9599.0,1554,8045.0,1.087,1154 396,721144383,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Silver,28,5,1,2,28202.0,843,27359.0,0.637,1629 397,821837958,Existing Customer,43,M,3,College,Unknown,$80K - $120K,Blue,39,3,3,1,24850.0,1662,23188.0,0.693,1226 398,804359133,Existing Customer,55,M,0,High School,Married,$120K +,Blue,49,5,3,3,3805.0,2233,1572.0,1.095,1743 399,713308683,Existing Customer,52,M,1,Uneducated,Single,$80K - $120K,Blue,37,5,2,2,2733.0,1306,1427.0,0.7909999999999999,1139 400,788780958,Existing Customer,46,M,1,Uneducated,Unknown,$40K - $60K,Blue,27,6,3,3,12781.0,1253,11528.0,0.638,1073 401,717354558,Attrited Customer,57,M,2,Uneducated,Married,$120K +,Blue,40,3,3,3,3106.0,1120,1986.0,1.045,683 402,798473808,Existing Customer,48,M,3,College,Married,$80K - $120K,Blue,42,3,3,0,7477.0,0,7477.0,0.511,1159 403,712372158,Existing Customer,45,M,4,Unknown,Married,$120K +,Blue,33,6,1,3,34516.0,2086,32430.0,0.986,1859 404,715192308,Existing Customer,48,M,2,High School,Married,$120K +,Blue,36,6,5,2,29963.0,2094,27869.0,0.648,1205 405,708813033,Existing Customer,47,M,1,Graduate,Single,$40K - $60K,Blue,36,5,3,0,6509.0,2033,4476.0,0.83,1409 406,714639783,Attrited Customer,42,M,3,College,Married,$60K - $80K,Blue,34,3,3,3,13450.0,0,13450.0,0.742,1000 407,709311633,Existing Customer,41,M,2,Graduate,Unknown,$60K - $80K,Silver,36,6,2,0,27000.0,0,27000.0,0.61,1209 408,709470858,Existing Customer,51,M,4,College,Married,$120K +,Silver,31,5,2,1,34516.0,1254,33262.0,0.8690000000000001,1366 409,717292758,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,47,5,3,2,6347.0,0,6347.0,0.466,1161 410,779241783,Existing Customer,67,M,1,Uneducated,Married,$40K - $60K,Blue,49,4,3,2,3106.0,1675,1431.0,0.7809999999999999,1512 411,715205358,Existing Customer,39,M,1,Graduate,Married,$60K - $80K,Blue,31,4,1,1,2536.0,913,1623.0,1.0590000000000002,1750 412,778871508,Existing Customer,54,M,3,Post-Graduate,Single,$60K - $80K,Blue,35,6,3,0,13048.0,1954,11094.0,1.139,1170 413,779462433,Existing Customer,55,F,2,Unknown,Married,Less than $40K,Blue,37,3,3,1,2453.0,968,1485.0,1.081,2218 414,710147958,Existing Customer,47,M,3,High School,Married,$40K - $60K,Silver,36,3,2,2,16138.0,1249,14889.0,1.01,1198 415,709864833,Existing Customer,49,M,2,Post-Graduate,Married,$60K - $80K,Blue,38,3,2,0,8077.0,1965,6112.0,0.637,1329 416,778868958,Attrited Customer,42,F,2,Graduate,Married,Less than $40K,Blue,23,3,3,3,1929.0,1673,256.0,0.835,857 417,717276708,Existing Customer,57,M,2,Unknown,Single,$80K - $120K,Blue,36,3,3,2,3127.0,2517,610.0,0.589,1470 418,710004933,Existing Customer,44,M,5,Uneducated,Married,$60K - $80K,Blue,36,3,3,2,8645.0,1454,7191.0,0.708,1435 419,753606108,Existing Customer,56,M,3,Unknown,Single,$60K - $80K,Blue,49,3,1,3,1438.3,0,1438.3,0.503,1093 420,710940183,Attrited Customer,49,F,3,Graduate,Married,Less than $40K,Blue,38,6,3,2,2185.0,0,2185.0,0.727,715 421,718927533,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,32,5,2,2,24487.0,2517,21970.0,0.912,1512 422,719337408,Existing Customer,63,M,0,High School,Married,$60K - $80K,Blue,36,6,2,3,2567.0,0,2567.0,1.636,2399 423,772308408,Existing Customer,44,M,3,Graduate,Single,$80K - $120K,Blue,33,6,3,3,4131.0,785,3346.0,0.5429999999999999,906 424,712981383,Existing Customer,44,F,4,College,Married,Less than $40K,Silver,37,3,2,2,10790.0,1930,8860.0,0.75,1052 425,790099758,Existing Customer,40,M,3,High School,Married,$40K - $60K,Blue,33,4,3,3,6884.0,1001,5883.0,0.7859999999999999,975 426,709547658,Attrited Customer,39,M,2,Uneducated,Single,$60K - $80K,Blue,36,5,3,3,13961.0,1299,12662.0,0.8420000000000001,783 427,778770783,Existing Customer,42,M,4,High School,Married,$80K - $120K,Blue,30,6,1,0,29801.0,1916,27885.0,0.7809999999999999,990 428,713134458,Existing Customer,54,M,3,High School,Married,$120K +,Blue,43,4,1,1,13219.0,0,13219.0,0.5760000000000001,1097 429,712159083,Attrited Customer,58,F,4,Unknown,Married,Less than $40K,Blue,46,2,3,3,2536.0,0,2536.0,0.917,901 430,713639958,Existing Customer,46,F,4,Graduate,Divorced,Less than $40K,Blue,36,5,3,1,9478.0,820,8658.0,0.64,1327 431,771180033,Existing Customer,47,F,4,Unknown,Divorced,$40K - $60K,Blue,34,6,1,2,3502.0,1851,1651.0,2.023,1814 432,717916758,Existing Customer,67,F,0,Unknown,Married,Unknown,Blue,56,4,3,3,10509.0,2388,8121.0,0.777,1365 433,711089733,Existing Customer,50,F,2,College,Divorced,Less than $40K,Blue,36,3,3,0,1491.0,0,1491.0,0.8759999999999999,1058 434,716988633,Existing Customer,55,M,0,High School,Divorced,$60K - $80K,Blue,46,6,1,2,9734.0,0,9734.0,0.785,1476 435,779031033,Existing Customer,46,F,2,Graduate,Married,$40K - $60K,Blue,22,6,1,3,2305.0,1627,678.0,0.747,1230 436,716302383,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,36,3,1,3,14241.0,2081,12160.0,0.909,1581 437,718281408,Existing Customer,36,F,2,Unknown,Married,$40K - $60K,Blue,25,3,1,2,4789.0,1257,3532.0,1.1340000000000001,1534 438,721333233,Existing Customer,40,M,4,Doctorate,Divorced,$60K - $80K,Blue,34,4,2,3,23138.0,1727,21411.0,0.693,1612 439,794496033,Existing Customer,57,M,2,Unknown,Single,$80K - $120K,Blue,38,6,1,3,23008.0,2280,20728.0,0.674,1302 440,710519433,Existing Customer,48,M,1,Unknown,Divorced,$80K - $120K,Blue,36,3,1,0,3131.0,2517,614.0,0.602,1439 441,814995933,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,53,5,3,2,5798.0,1794,4004.0,0.564,1724 442,721469433,Existing Customer,48,M,3,Graduate,Single,$40K - $60K,Blue,36,5,2,3,6880.0,1390,5490.0,1.205,1784 443,788386908,Existing Customer,48,M,3,Graduate,Unknown,$80K - $120K,Platinum,41,3,2,2,34516.0,1531,32985.0,0.862,1156 444,717198633,Existing Customer,53,F,2,College,Married,$40K - $60K,Blue,34,6,2,1,2075.0,1469,606.0,1.3219999999999998,2556 445,767695083,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,44,3,3,0,4589.0,0,4589.0,0.845,1590 446,711791583,Attrited Customer,52,F,1,Graduate,Single,Less than $40K,Blue,40,1,2,2,2317.0,0,2317.0,1.005,884 447,712315683,Attrited Customer,53,F,2,Uneducated,Single,Less than $40K,Blue,45,1,1,1,1981.0,1518,463.0,1.0190000000000001,973 448,710038008,Existing Customer,56,F,1,Graduate,Single,$40K - $60K,Blue,47,3,2,1,6038.0,0,6038.0,0.741,1447 449,789129033,Existing Customer,44,M,5,Unknown,Single,$80K - $120K,Blue,32,5,3,2,14910.0,877,14033.0,0.772,1150 450,718349058,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,39,3,3,2,29659.0,1143,28516.0,0.512,1193 451,789842283,Attrited Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,42,3,3,2,4320.0,0,4320.0,0.9670000000000001,706 452,714513033,Existing Customer,39,F,1,Unknown,Single,$40K - $60K,Blue,36,6,1,3,11213.0,0,11213.0,0.563,1257 453,714717483,Existing Customer,39,F,3,Uneducated,Divorced,Unknown,Blue,29,5,1,2,26181.0,0,26181.0,0.9129999999999999,1303 454,714900408,Existing Customer,41,F,4,High School,Single,Less than $40K,Blue,31,3,1,0,5773.0,0,5773.0,0.67,1306 455,719418933,Attrited Customer,53,M,2,Uneducated,Married,$80K - $120K,Blue,36,1,3,3,4503.0,0,4503.0,0.659,748 456,720115683,Existing Customer,47,M,3,Uneducated,Married,$80K - $120K,Blue,36,6,2,2,29770.0,1565,28205.0,0.674,1774 457,779504058,Existing Customer,46,F,2,Post-Graduate,Married,Less than $40K,Blue,28,5,1,1,5014.0,1910,3104.0,0.863,1209 458,795979833,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,47,6,1,2,3445.0,1074,2371.0,0.67,1074 459,717392358,Existing Customer,60,M,1,Graduate,Married,$80K - $120K,Blue,50,6,2,2,23412.0,1078,22334.0,0.79,1786 460,718640508,Existing Customer,59,F,0,Graduate,Single,Less than $40K,Blue,46,4,1,2,3044.0,1611,1433.0,0.74,1456 461,803366358,Existing Customer,38,M,1,Unknown,Single,$60K - $80K,Blue,29,5,2,1,14596.0,2192,12404.0,0.898,1300 462,709230708,Existing Customer,56,M,4,Uneducated,Single,Less than $40K,Blue,36,3,2,2,3864.0,1654,2210.0,0.491,1470 463,781794708,Attrited Customer,35,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,29,2,1,3,17030.0,1911,15119.0,0.528,715 464,801383808,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,44,4,2,3,23090.0,839,22251.0,1.3259999999999998,1198 465,710677608,Existing Customer,53,M,2,Post-Graduate,Unknown,$80K - $120K,Blue,36,4,2,0,29205.0,1208,27997.0,0.9570000000000001,1556 466,708217758,Existing Customer,63,M,2,Graduate,Married,$60K - $80K,Blue,49,5,2,3,14035.0,2061,11974.0,2.271,1606 467,714272658,Attrited Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,24,2,3,2,2962.0,2517,445.0,1.046,929 468,717469158,Existing Customer,46,M,2,Unknown,Married,$80K - $120K,Blue,30,6,3,0,18578.0,1385,17193.0,0.565,1606 469,711864783,Existing Customer,61,M,1,Uneducated,Single,$60K - $80K,Blue,46,5,3,2,2201.0,1138,1063.0,0.675,1199 470,719407983,Existing Customer,37,F,0,Post-Graduate,Married,Less than $40K,Blue,25,4,3,2,2061.0,1483,578.0,1.3619999999999999,2400 471,710665533,Existing Customer,42,F,5,Doctorate,Married,Unknown,Blue,23,4,2,2,24602.0,1660,22942.0,0.588,1337 472,716804283,Existing Customer,41,M,2,Uneducated,Divorced,$120K +,Blue,29,3,2,2,15911.0,896,15015.0,0.9540000000000001,1270 473,767294658,Attrited Customer,56,M,2,College,Single,$120K +,Blue,50,2,2,3,16867.0,0,16867.0,0.885,654 474,709122483,Existing Customer,56,M,3,Graduate,Married,$60K - $80K,Blue,37,3,3,0,2783.0,1526,1257.0,0.9420000000000001,1909 475,708241233,Attrited Customer,52,F,3,Post-Graduate,Single,Less than $40K,Blue,47,3,3,2,2972.0,0,2972.0,1.035,922 476,717860358,Existing Customer,40,F,3,High School,Single,$40K - $60K,Blue,36,5,3,2,5124.0,2235,2889.0,0.542,1158 477,789337233,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,53,6,6,2,2880.0,2362,518.0,0.89,1323 478,720902133,Existing Customer,58,M,1,High School,Single,$40K - $60K,Blue,46,4,1,0,5579.0,0,5579.0,0.48100000000000004,1025 479,721043058,Existing Customer,58,M,4,Unknown,Married,$60K - $80K,Blue,44,5,1,3,12010.0,2149,9861.0,0.8009999999999999,1700 480,711870333,Existing Customer,46,M,2,Uneducated,Divorced,$80K - $120K,Blue,36,6,3,3,34516.0,1597,32919.0,0.858,1628 481,708398283,Existing Customer,37,F,1,Graduate,Married,$40K - $60K,Blue,29,5,2,2,4394.0,885,3509.0,1.04,1377 482,715878183,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,35,4,3,3,18325.0,723,17602.0,0.815,1517 483,719451483,Existing Customer,46,F,4,Post-Graduate,Married,Less than $40K,Blue,37,5,3,2,3773.0,1972,1801.0,0.7829999999999999,1528 484,709110633,Existing Customer,41,M,1,Graduate,Single,$80K - $120K,Blue,29,5,1,3,21684.0,1748,19936.0,0.715,1329 485,721059033,Existing Customer,48,F,3,High School,Divorced,$40K - $60K,Blue,40,4,1,2,1919.0,774,1145.0,0.965,1505 486,779912283,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Blue,33,5,3,2,9995.0,1713,8282.0,0.96,1172 487,717701733,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,35,3,2,2,11910.0,2098,9812.0,1.16,1646 488,709913733,Existing Customer,39,F,3,College,Married,Less than $40K,Blue,36,4,2,0,2279.0,1529,750.0,1.26,1693 489,718768158,Existing Customer,57,M,1,College,Single,$40K - $60K,Blue,48,3,1,2,3539.0,0,3539.0,0.7809999999999999,1336 490,721375308,Existing Customer,48,M,3,High School,Married,$80K - $120K,Blue,36,5,1,3,30579.0,1351,29228.0,0.759,1289 491,711374283,Existing Customer,47,M,3,High School,Single,$80K - $120K,Blue,42,4,1,0,24480.0,1923,22557.0,0.505,1416 492,822893133,Existing Customer,56,F,1,Uneducated,Divorced,Unknown,Blue,52,6,1,2,17561.0,0,17561.0,0.94,1608 493,778465533,Existing Customer,54,F,0,College,Married,Less than $40K,Blue,40,3,1,2,1638.0,0,1638.0,0.75,1885 494,712138983,Existing Customer,54,M,1,Graduate,Married,$60K - $80K,Blue,36,3,3,2,2947.0,2216,731.0,0.76,1744 495,716920908,Existing Customer,52,M,4,High School,Married,$80K - $120K,Blue,42,6,1,0,5738.0,1112,4626.0,1.5190000000000001,1922 496,708095133,Existing Customer,43,M,4,Unknown,Unknown,$120K +,Blue,34,5,2,2,33304.0,1833,31471.0,0.428,1448 497,711195558,Existing Customer,59,M,1,College,Single,$40K - $60K,Blue,48,6,3,3,7251.0,1603,5648.0,0.591,1300 498,772735758,Existing Customer,44,M,1,Unknown,Married,Unknown,Blue,34,6,2,0,2885.0,1895,990.0,0.387,1366 499,712024908,Existing Customer,56,F,1,College,Married,Less than $40K,Blue,36,6,2,3,2641.0,1257,1384.0,0.8909999999999999,1439 500,778239933,Existing Customer,45,F,4,Graduate,Married,Unknown,Blue,35,6,3,0,2801.0,2043,758.0,0.583,1241 501,714893733,Existing Customer,55,M,1,High School,Married,$80K - $120K,Blue,45,3,3,3,16794.0,809,15985.0,1.5659999999999998,1917 502,754886958,Existing Customer,48,F,3,College,Divorced,$40K - $60K,Blue,41,4,1,3,9336.0,1672,7664.0,0.696,1391 503,710104908,Existing Customer,56,F,5,College,Single,Less than $40K,Blue,43,4,1,0,2763.0,2517,246.0,0.938,1246 504,710558883,Existing Customer,41,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,3,2,17391.0,1044,16347.0,1.08,1248 505,713827383,Existing Customer,65,F,1,High School,Married,Less than $40K,Blue,36,3,2,0,3198.0,2493,705.0,0.665,1936 506,720267033,Existing Customer,34,M,4,Post-Graduate,Single,$80K - $120K,Blue,26,3,3,2,5100.0,1786,3314.0,1.06,2375 507,712049208,Existing Customer,56,M,3,Post-Graduate,Married,$60K - $80K,Blue,39,3,1,2,3955.0,2517,1438.0,0.484,1238 508,708688608,Existing Customer,62,F,1,High School,Married,Less than $40K,Blue,48,5,3,1,3140.0,1985,1155.0,1.3459999999999999,1626 509,716223708,Attrited Customer,45,F,3,Uneducated,Single,Unknown,Blue,36,3,3,3,4028.0,710,3318.0,0.731,791 510,713217858,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,32,5,3,3,2264.0,0,2264.0,0.479,1204 511,819352983,Existing Customer,49,M,3,Unknown,Unknown,$120K +,Blue,44,5,2,2,21620.0,2008,19612.0,0.691,1300 512,711019308,Existing Customer,58,M,2,High School,Single,$60K - $80K,Blue,45,3,2,0,6385.0,1535,4850.0,1.138,1612 513,768600558,Existing Customer,41,F,4,Graduate,Single,$40K - $60K,Blue,31,4,2,3,2375.0,1658,717.0,0.638,1071 514,710202783,Existing Customer,33,M,2,Graduate,Married,$60K - $80K,Blue,13,3,3,3,1963.0,1721,242.0,0.68,1378 515,712899333,Existing Customer,47,F,4,College,Single,Less than $40K,Blue,37,6,2,2,4256.0,1084,3172.0,0.63,1100 516,767036433,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,49,5,1,0,5097.0,1152,3945.0,0.94,2052 517,793473033,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,45,3,2,3,3228.0,2517,711.0,0.9490000000000001,1349 518,721232058,Existing Customer,49,M,1,Graduate,Unknown,$40K - $60K,Silver,41,6,1,3,20231.0,977,19254.0,0.893,1215 519,719443683,Attrited Customer,50,M,1,Unknown,Single,$120K +,Blue,39,3,2,3,27512.0,2137,25375.0,1.048,1149 520,715449333,Existing Customer,55,F,3,Unknown,Married,$40K - $60K,Blue,47,5,2,0,1929.0,1540,389.0,1.1420000000000001,2354 521,717998058,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,13,6,3,2,2585.0,2019,566.0,0.525,2644 522,779610033,Attrited Customer,58,M,1,College,Married,$80K - $120K,Blue,47,3,3,3,12151.0,1799,10352.0,1.022,918 523,827332983,Existing Customer,46,M,3,High School,Single,$80K - $120K,Gold,42,3,2,2,34516.0,2113,32403.0,0.618,1362 524,721183983,Existing Customer,48,M,4,High School,Married,$120K +,Blue,31,6,3,1,34516.0,1013,33503.0,0.575,1222 525,718426533,Existing Customer,42,M,4,Uneducated,Divorced,$60K - $80K,Blue,32,4,1,2,5504.0,0,5504.0,0.62,1364 526,710698233,Existing Customer,37,M,4,Graduate,Married,$80K - $120K,Blue,28,4,1,2,10021.0,1203,8818.0,0.93,1463 527,780253533,Existing Customer,63,F,0,Unknown,Married,Less than $40K,Blue,49,5,3,0,3558.0,2318,1240.0,1.265,1631 528,793581933,Existing Customer,50,M,3,High School,Single,$40K - $60K,Silver,44,4,3,4,19853.0,1513,18340.0,0.802,1878 529,719229708,Existing Customer,41,F,1,High School,Single,$40K - $60K,Blue,31,6,3,2,4969.0,838,4131.0,0.591,1489 530,715158483,Existing Customer,48,F,3,Graduate,Divorced,Less than $40K,Blue,40,3,2,3,3117.0,1603,1514.0,1.167,1437 531,809296308,Existing Customer,46,M,2,College,Single,$80K - $120K,Blue,41,4,2,0,21526.0,2332,19194.0,0.755,1313 532,778176108,Existing Customer,61,M,0,High School,Single,$60K - $80K,Blue,51,4,2,2,5504.0,1412,4092.0,0.722,1290 533,796532958,Existing Customer,59,F,0,Unknown,Married,Less than $40K,Blue,53,4,3,2,5512.0,1124,4388.0,1.391,1975 534,709345008,Attrited Customer,53,F,2,Doctorate,Married,Unknown,Blue,39,1,2,3,1438.3,0,1438.3,0.644,807 535,717049533,Existing Customer,39,F,3,Doctorate,Unknown,$40K - $60K,Blue,28,5,3,0,7262.0,1466,5796.0,0.512,1438 536,719366358,Existing Customer,51,M,3,High School,Married,$120K +,Blue,40,6,3,2,7319.0,1692,5627.0,0.701,1233 537,721417233,Attrited Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,25,3,5,3,1438.3,0,1438.3,0.6759999999999999,709 538,711622683,Existing Customer,48,M,4,Unknown,Single,$60K - $80K,Blue,30,4,3,3,7712.0,1387,6325.0,0.861,1597 539,714578283,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,37,6,3,0,2053.0,0,2053.0,0.865,1283 540,769574883,Existing Customer,41,M,2,High School,Married,$40K - $60K,Blue,32,3,1,3,12804.0,2517,10287.0,0.892,1101 541,717643608,Existing Customer,48,M,4,College,Married,$80K - $120K,Blue,36,3,3,2,26443.0,1601,24842.0,0.493,1593 542,709198158,Existing Customer,50,F,4,Graduate,Single,Less than $40K,Blue,36,6,2,0,3125.0,1928,1197.0,0.41200000000000003,1631 543,712419708,Existing Customer,56,F,2,Post-Graduate,Married,Less than $40K,Blue,48,6,1,2,4930.0,2259,2671.0,1.1340000000000001,2194 544,709103358,Existing Customer,39,F,2,College,Single,Less than $40K,Blue,36,6,3,3,9476.0,0,9476.0,0.605,1128 545,716966808,Existing Customer,47,M,1,Graduate,Married,$80K - $120K,Blue,37,6,3,3,11722.0,1667,10055.0,0.5660000000000001,1497 546,772264383,Existing Customer,44,M,2,Graduate,Single,$120K +,Blue,33,4,1,3,13301.0,0,13301.0,1.058,1385 547,721057758,Existing Customer,61,F,1,Unknown,Married,Unknown,Blue,47,4,2,3,1438.3,0,1438.3,1.337,1449 548,769137108,Attrited Customer,43,F,2,Post-Graduate,Married,Less than $40K,Blue,37,3,3,1,1438.3,0,1438.3,1.004,974 549,717640083,Attrited Customer,59,M,1,High School,Married,$60K - $80K,Blue,36,3,2,3,6705.0,0,6705.0,0.7490000000000001,731 550,716445783,Existing Customer,42,F,2,Uneducated,Married,Unknown,Blue,31,4,2,0,22718.0,0,22718.0,0.7909999999999999,1191 551,708579633,Existing Customer,40,M,4,Unknown,Divorced,$40K - $60K,Gold,28,4,2,2,23981.0,1788,22193.0,0.631,1421 552,718715583,Existing Customer,65,M,2,Unknown,Married,Less than $40K,Blue,56,4,2,4,2318.0,1010,1308.0,0.81,1256 553,778686408,Existing Customer,48,M,1,College,Married,$60K - $80K,Blue,29,4,3,2,19324.0,1040,18284.0,0.904,1744 554,715015683,Existing Customer,44,M,2,Graduate,Single,$40K - $60K,Blue,34,5,3,1,5331.0,1993,3338.0,0.777,1766 555,805254708,Existing Customer,36,F,4,Unknown,Married,Unknown,Blue,31,5,2,0,15700.0,1276,14424.0,1.389,2229 556,710462433,Existing Customer,45,M,4,Graduate,Single,$60K - $80K,Blue,30,6,2,2,17625.0,894,16731.0,1.285,1773 557,721342383,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,34,6,3,2,17438.0,0,17438.0,1.078,1860 558,720179883,Existing Customer,40,M,4,College,Unknown,$80K - $120K,Blue,25,3,3,1,1962.0,0,1962.0,0.684,1179 559,794977533,Attrited Customer,62,M,0,High School,Married,$60K - $80K,Blue,56,3,3,2,8077.0,0,8077.0,0.7490000000000001,906 560,779445108,Existing Customer,26,M,0,Graduate,Single,$40K - $60K,Blue,13,6,1,2,3290.0,1616,1674.0,0.466,2781 561,718193958,Existing Customer,60,M,0,Uneducated,Single,Less than $40K,Blue,53,5,3,2,2402.0,1728,674.0,0.652,1650 562,710955633,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,42,6,1,0,9256.0,1999,7257.0,0.812,1446 563,716149383,Existing Customer,62,M,0,Graduate,Married,$60K - $80K,Blue,36,6,3,3,3674.0,895,2779.0,0.6579999999999999,1703 564,752604633,Attrited Customer,57,M,2,College,Married,$40K - $60K,Blue,50,2,5,3,6462.0,0,6462.0,0.856,761 565,713889933,Existing Customer,59,M,0,Graduate,Single,$40K - $60K,Blue,48,4,2,2,1638.0,0,1638.0,0.5329999999999999,1536 566,709446783,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,38,3,3,2,4335.0,2480,1855.0,0.5429999999999999,1373 567,789115833,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,32,5,3,2,3233.0,1034,2199.0,0.759,1256 568,711242058,Attrited Customer,48,M,4,Unknown,Single,$80K - $120K,Blue,36,1,3,1,11862.0,2517,9345.0,0.7659999999999999,643 569,787623858,Existing Customer,43,M,2,Uneducated,Divorced,$120K +,Silver,24,4,2,0,34516.0,1938,32578.0,0.426,1215 570,709040508,Existing Customer,57,M,4,Uneducated,Married,$120K +,Blue,38,6,6,2,19802.0,1961,17841.0,1.125,2244 571,708864708,Existing Customer,46,M,3,College,Unknown,$80K - $120K,Blue,36,4,2,2,24869.0,1729,23140.0,0.408,1409 572,717758583,Existing Customer,40,M,3,High School,Unknown,$60K - $80K,Blue,36,4,2,1,3624.0,1975,1649.0,0.708,1469 573,715416633,Existing Customer,54,M,1,Unknown,Married,$80K - $120K,Blue,36,4,1,2,6175.0,960,5215.0,0.7090000000000001,1847 574,717956283,Existing Customer,57,F,1,Graduate,Single,$40K - $60K,Blue,48,5,1,0,10953.0,1945,9008.0,0.8859999999999999,1277 575,721379433,Existing Customer,44,M,4,Graduate,Married,$60K - $80K,Blue,28,6,2,3,11338.0,0,11338.0,0.695,1227 576,712027683,Existing Customer,47,F,2,Doctorate,Married,Less than $40K,Blue,35,3,2,2,5544.0,1184,4360.0,0.85,1336 577,716027208,Existing Customer,47,M,4,Doctorate,Married,$60K - $80K,Blue,36,4,1,1,19665.0,706,18959.0,1.317,1110 578,720475233,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,43,6,2,3,2927.0,1412,1515.0,0.763,1474 579,712275108,Existing Customer,53,F,3,College,Married,$40K - $60K,Blue,33,4,3,3,5146.0,1618,3528.0,1.073,1955 580,718121658,Attrited Customer,56,M,1,College,Married,$60K - $80K,Blue,44,5,3,3,1704.0,0,1704.0,0.701,660 581,711593808,Attrited Customer,55,M,1,High School,Married,$60K - $80K,Blue,46,2,2,3,1438.3,0,1438.3,1.037,888 582,716222808,Existing Customer,53,F,4,High School,Married,Less than $40K,Blue,36,6,1,3,2974.0,1170,1804.0,1.297,1785 583,718731183,Attrited Customer,61,M,1,Unknown,Married,$40K - $60K,Blue,49,1,2,2,5472.0,788,4684.0,0.526,705 584,788779008,Existing Customer,57,M,2,High School,Married,$60K - $80K,Blue,38,3,1,2,2736.0,1822,914.0,0.593,1211 585,710404533,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,37,6,2,1,1438.3,862,576.3,0.65,1391 586,711173058,Existing Customer,56,F,2,Unknown,Married,Unknown,Blue,45,4,3,0,5406.0,1782,3624.0,0.976,1407 587,715383108,Existing Customer,52,M,2,Graduate,Single,$120K +,Blue,44,5,1,1,34516.0,2174,32342.0,0.426,1616 588,711697158,Existing Customer,60,M,0,Graduate,Married,Less than $40K,Blue,36,6,2,2,1976.0,1311,665.0,0.995,1498 589,709186983,Existing Customer,49,M,4,Uneducated,Married,$80K - $120K,Blue,40,3,1,1,8714.0,2252,6462.0,0.831,1536 590,808964433,Existing Customer,46,F,4,Doctorate,Divorced,Less than $40K,Blue,41,4,1,1,8693.0,1378,7315.0,0.799,1594 591,711948333,Existing Customer,42,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,1,2,9247.0,710,8537.0,0.735,1190 592,710541858,Existing Customer,45,M,3,High School,Married,Less than $40K,Blue,33,6,5,0,7717.0,1430,6287.0,0.8220000000000001,1248 593,713865333,Attrited Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,38,3,4,3,4908.0,0,4908.0,0.993,827 594,797707008,Attrited Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,38,6,1,3,7222.0,0,7222.0,0.685,920 595,713490483,Existing Customer,61,M,0,Uneducated,Single,$80K - $120K,Blue,48,6,2,2,21740.0,0,21740.0,0.6759999999999999,1755 596,720370533,Attrited Customer,55,M,3,Uneducated,Married,$60K - $80K,Blue,44,3,2,2,2323.0,0,2323.0,0.737,804 597,779743908,Existing Customer,44,M,4,Unknown,Divorced,$60K - $80K,Blue,29,4,2,2,7788.0,0,7788.0,0.29600000000000004,1196 598,718675158,Attrited Customer,55,F,1,Unknown,Married,Less than $40K,Blue,36,4,1,3,1438.3,361,1077.3,0.963,850 599,710784333,Existing Customer,57,M,2,Unknown,Married,$120K +,Blue,36,3,2,2,23700.0,1314,22386.0,1.4869999999999999,1644 600,816596583,Existing Customer,45,M,2,Doctorate,Married,$80K - $120K,Blue,40,6,3,1,11710.0,693,11017.0,0.914,1749 601,717517758,Existing Customer,57,F,0,High School,Married,$40K - $60K,Blue,45,3,2,2,2278.0,845,1433.0,1.328,2307 602,712880283,Existing Customer,31,M,0,Uneducated,Married,$40K - $60K,Blue,22,3,3,0,4048.0,1113,2935.0,0.7170000000000001,1757 603,753226158,Existing Customer,34,F,2,Graduate,Married,Less than $40K,Blue,24,6,2,2,3663.0,1853,1810.0,0.963,1826 604,720605808,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,36,2,2,3,1438.3,0,1438.3,0.672,799 605,758317233,Existing Customer,35,F,1,College,Single,Unknown,Blue,28,4,5,2,3518.0,1575,1943.0,0.625,2121 606,711028308,Existing Customer,44,F,4,Graduate,Married,Less than $40K,Blue,36,4,1,0,1717.0,0,1717.0,0.619,1468 607,814852533,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,45,3,2,2,16813.0,1185,15628.0,0.552,1482 608,711526533,Existing Customer,33,M,3,Post-Graduate,Married,$80K - $120K,Blue,25,4,2,3,16434.0,2104,14330.0,0.955,1726 609,804403908,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,45,4,2,3,21872.0,1118,20754.0,0.6579999999999999,1806 610,716999883,Existing Customer,51,M,4,High School,Married,$80K - $120K,Blue,41,5,2,0,15897.0,1437,14460.0,0.584,1405 611,716452083,Existing Customer,56,F,4,Unknown,Married,Less than $40K,Blue,46,5,3,2,4271.0,1150,3121.0,1.064,2052 612,787599258,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,29,6,1,2,7361.0,1309,6052.0,0.504,1175 613,714495258,Existing Customer,26,M,0,College,Single,Less than $40K,Blue,36,4,1,3,1438.3,479,959.3,0.5529999999999999,1786 614,717713283,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,3,8628.0,1077,7551.0,0.872,1675 615,789317883,Existing Customer,54,M,2,College,Married,$80K - $120K,Blue,44,4,3,3,18750.0,1705,17045.0,0.807,1200 616,714500883,Existing Customer,44,F,3,Graduate,Married,Unknown,Blue,36,4,2,3,21242.0,819,20423.0,0.499,1283 617,789467508,Existing Customer,65,F,0,Graduate,Married,$40K - $60K,Blue,56,5,3,0,2961.0,1570,1391.0,0.9079999999999999,1937 618,710317758,Existing Customer,38,F,3,High School,Married,Unknown,Blue,29,4,2,2,11327.0,1528,9799.0,1.1420000000000001,2033 619,711231558,Existing Customer,58,M,3,High School,Married,$60K - $80K,Blue,40,6,1,3,8308.0,2517,5791.0,1.455,1915 620,716829483,Existing Customer,39,F,3,Post-Graduate,Married,$40K - $60K,Blue,28,4,2,2,3249.0,2217,1032.0,1.06,1988 621,779713608,Existing Customer,52,M,2,High School,Married,$120K +,Blue,36,5,1,2,2981.0,1358,1623.0,1.242,1648 622,711628458,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,31,4,1,0,8829.0,901,7928.0,0.825,1902 623,718943508,Existing Customer,42,M,3,Unknown,Single,$80K - $120K,Blue,33,3,3,2,3714.0,2170,1544.0,0.524,1454 624,770724558,Attrited Customer,42,M,2,College,Married,$60K - $80K,Blue,28,6,1,3,7340.0,0,7340.0,0.65,838 625,783561558,Existing Customer,57,M,4,Post-Graduate,Married,$120K +,Blue,51,4,2,3,16952.0,0,16952.0,0.7090000000000001,1918 626,719309958,Attrited Customer,55,M,3,Doctorate,Single,$80K - $120K,Blue,35,4,1,3,20865.0,0,20865.0,0.8809999999999999,837 627,788785083,Existing Customer,44,F,3,College,Unknown,Less than $40K,Blue,25,6,3,2,3083.0,1040,2043.0,0.7290000000000001,4311 628,780481308,Existing Customer,37,F,3,Graduate,Married,Unknown,Blue,24,3,2,2,10584.0,1550,9034.0,0.6920000000000001,1567 629,711757383,Existing Customer,50,F,3,Unknown,Married,Less than $40K,Blue,42,4,1,2,2240.0,0,2240.0,0.6679999999999999,1905 630,787550808,Existing Customer,51,M,2,Graduate,Married,$40K - $60K,Blue,40,5,1,2,12240.0,1566,10674.0,0.539,1422 631,779863533,Existing Customer,37,M,1,Graduate,Married,$80K - $120K,Blue,21,6,2,0,5120.0,0,5120.0,0.867,1680 632,714529233,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,24,3,1,3,3124.0,1593,1531.0,0.8690000000000001,1652 633,708177333,Existing Customer,51,F,2,High School,Married,Less than $40K,Silver,36,5,3,0,11261.0,2485,8776.0,0.736,1158 634,812019933,Existing Customer,65,M,1,Uneducated,Married,$40K - $60K,Blue,56,3,3,2,2468.0,2021,447.0,0.9059999999999999,1797 635,708557358,Existing Customer,43,M,2,College,Married,$60K - $80K,Blue,28,4,2,3,22157.0,1355,20802.0,0.69,1911 636,713580633,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,32,6,2,3,11477.0,0,11477.0,0.767,1260 637,711466533,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,33,5,2,2,3933.0,852,3081.0,0.433,1489 638,802276683,Existing Customer,56,M,3,Graduate,Married,$80K - $120K,Blue,50,3,3,3,8022.0,1372,6650.0,0.8959999999999999,1794 639,780913308,Existing Customer,43,M,3,Unknown,Single,$60K - $80K,Blue,34,6,2,0,13771.0,2517,11254.0,0.501,1510 640,808897683,Attrited Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,48,3,3,3,30271.0,1406,28865.0,1.3359999999999999,3231 641,719428308,Existing Customer,50,M,2,High School,Unknown,$60K - $80K,Blue,41,6,2,2,3244.0,1762,1482.0,0.6609999999999999,1274 642,713010483,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,36,6,1,3,2936.0,2379,557.0,0.6940000000000001,1572 643,717006333,Existing Customer,54,M,3,High School,Married,$80K - $120K,Blue,36,6,1,2,1438.3,1133,305.3,0.759,1935 644,787621158,Existing Customer,33,M,2,Unknown,Married,$60K - $80K,Blue,25,6,3,3,6242.0,491,5751.0,1.054,2187 645,716924058,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,49,3,1,3,6175.0,1166,5009.0,0.8029999999999999,1417 646,720916683,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,26,4,3,2,11806.0,1811,9995.0,0.754,1465 647,720923658,Existing Customer,48,M,3,Post-Graduate,Single,$60K - $80K,Blue,39,5,2,2,4734.0,954,3780.0,0.6,1570 648,712710708,Existing Customer,55,M,2,High School,Single,$40K - $60K,Blue,36,5,2,0,6244.0,2517,3727.0,0.607,1445 649,718939083,Attrited Customer,54,F,2,Graduate,Married,Less than $40K,Blue,45,3,1,3,1438.3,306,1132.3,1.035,694 650,779519058,Existing Customer,51,F,3,Post-Graduate,Divorced,Unknown,Platinum,34,3,1,2,34516.0,1578,32938.0,0.725,1929 651,719085933,Existing Customer,35,M,3,Graduate,Single,$80K - $120K,Blue,24,4,1,2,23561.0,864,22697.0,1.3730000000000002,2447 652,715124958,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,2,3,24742.0,1676,23066.0,0.5660000000000001,1306 653,712979133,Attrited Customer,55,M,4,High School,Married,$80K - $120K,Blue,41,2,2,2,27560.0,900,26660.0,1.031,646 654,712006308,Existing Customer,45,F,0,College,Divorced,Less than $40K,Blue,35,6,1,3,5923.0,1686,4237.0,0.7020000000000001,1236 655,710801133,Existing Customer,34,M,2,Uneducated,Married,$60K - $80K,Blue,36,6,1,2,8581.0,2326,6255.0,1.226,2513 656,712490283,Existing Customer,55,F,4,Graduate,Married,$40K - $60K,Blue,41,4,3,3,3156.0,2517,639.0,1.516,2091 657,720071583,Attrited Customer,48,F,2,Unknown,Married,Less than $40K,Blue,36,5,1,3,7151.0,800,6351.0,0.986,854 658,717958833,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,35,5,1,2,1535.0,700,835.0,2.282,1848 659,812420358,Attrited Customer,61,F,0,Graduate,Married,Less than $40K,Blue,56,3,3,3,2122.0,554,1568.0,0.857,949 660,712370208,Existing Customer,48,M,1,Uneducated,Unknown,$60K - $80K,Blue,35,3,2,2,17131.0,1213,15918.0,0.604,1371 661,715940358,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,42,6,2,2,5822.0,2387,3435.0,0.76,1804 662,715041333,Existing Customer,39,M,3,Doctorate,Married,$60K - $80K,Blue,29,3,1,3,3537.0,2517,1020.0,1.021,1605 663,712797258,Existing Customer,43,M,3,Graduate,Married,$120K +,Blue,33,3,1,3,34516.0,2129,32387.0,0.5870000000000001,1463 664,769170558,Existing Customer,53,M,3,Graduate,Single,$60K - $80K,Blue,47,6,4,3,16320.0,0,16320.0,0.757,1279 665,715884858,Existing Customer,38,M,2,High School,Married,$80K - $120K,Blue,36,5,3,3,2407.0,843,1564.0,1.008,1470 666,796343058,Existing Customer,49,F,2,High School,Single,Less than $40K,Blue,43,4,1,2,3538.0,0,3538.0,0.48100000000000004,1265 667,783910008,Existing Customer,37,F,0,Unknown,Married,Less than $40K,Blue,31,5,2,2,2684.0,1381,1303.0,0.794,2002 668,718888308,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,36,4,3,2,34516.0,2517,31999.0,0.741,1475 669,785114808,Existing Customer,46,M,2,Post-Graduate,Single,$40K - $60K,Silver,40,4,2,2,15459.0,0,15459.0,0.789,1419 670,709852908,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,3,4307.0,0,4307.0,0.745,1628 671,823528833,Existing Customer,50,F,1,Unknown,Single,Less than $40K,Blue,46,4,2,3,2081.0,1235,846.0,1.485,1337 672,719679858,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,47,3,2,2,2848.0,1468,1380.0,0.517,1135 673,827108583,Existing Customer,55,M,3,High School,Single,$120K +,Blue,51,3,1,3,34516.0,1266,33250.0,0.846,1161 674,787833333,Existing Customer,44,M,3,College,Unknown,$80K - $120K,Blue,35,6,1,2,6361.0,1292,5069.0,1.0270000000000001,1571 675,719781183,Existing Customer,57,M,4,High School,Married,$80K - $120K,Blue,38,4,1,3,15428.0,1553,13875.0,0.747,1916 676,710429358,Existing Customer,57,M,1,High School,Married,$40K - $60K,Blue,48,5,1,3,2544.0,1927,617.0,0.9390000000000001,1346 677,798792408,Attrited Customer,48,M,3,High School,Married,$80K - $120K,Blue,42,1,1,3,9959.0,0,9959.0,0.688,805 678,710280558,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,39,3,3,2,8796.0,2517,6279.0,0.49200000000000005,1195 679,809825358,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,48,6,1,3,3428.0,1566,1862.0,0.557,1155 680,714451833,Existing Customer,45,F,1,Doctorate,Single,Less than $40K,Blue,36,6,2,2,1438.3,0,1438.3,0.597,1431 681,713943783,Existing Customer,41,M,4,Post-Graduate,Married,$60K - $80K,Blue,32,5,3,2,18001.0,906,17095.0,0.62,1194 682,710706558,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,42,3,1,3,2680.0,1753,927.0,0.32,1154 683,713620308,Existing Customer,46,F,2,High School,Married,Less than $40K,Blue,35,6,4,3,4675.0,1734,2941.0,0.413,1232 684,813453408,Existing Customer,40,F,5,College,Married,Less than $40K,Blue,35,3,1,3,2448.0,1693,755.0,0.502,1269 685,818248383,Existing Customer,33,M,2,Doctorate,Married,$60K - $80K,Blue,28,3,3,3,4049.0,0,4049.0,0.898,1742 686,780106908,Existing Customer,53,M,1,High School,Single,$80K - $120K,Blue,38,6,2,2,8154.0,996,7158.0,0.594,1379 687,708938508,Existing Customer,63,M,1,High School,Married,$40K - $60K,Blue,36,5,3,2,4559.0,1571,2988.0,1.4409999999999998,1870 688,709671708,Existing Customer,61,M,0,Uneducated,Single,$80K - $120K,Blue,36,4,2,1,19354.0,984,18370.0,0.956,1207 689,711204483,Attrited Customer,56,M,4,High School,Married,$60K - $80K,Blue,46,3,3,3,2340.0,1930,410.0,0.987,781 690,801728658,Existing Customer,53,M,2,Graduate,Single,$60K - $80K,Blue,47,6,3,0,13848.0,1389,12459.0,1.178,1773 691,713945883,Attrited Customer,62,F,2,Graduate,Married,Less than $40K,Blue,52,4,2,2,2490.0,513,1977.0,0.6779999999999999,864 692,779558733,Existing Customer,50,F,4,Unknown,Married,Unknown,Silver,36,6,1,2,32156.0,1791,30365.0,0.9059999999999999,1559 693,788370258,Existing Customer,37,M,4,Graduate,Married,$60K - $80K,Blue,30,5,3,2,2578.0,2517,61.0,0.8959999999999999,1830 694,714927333,Existing Customer,62,F,0,Graduate,Married,Unknown,Blue,52,6,3,2,9050.0,1538,7512.0,0.77,1542 695,710383158,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Silver,41,4,1,2,34516.0,0,34516.0,0.499,1506 696,798007308,Existing Customer,57,F,3,High School,Married,Unknown,Blue,51,6,1,0,8362.0,0,8362.0,0.528,1175 697,711768858,Existing Customer,55,M,2,High School,Married,$80K - $120K,Blue,36,3,2,3,6514.0,2258,4256.0,0.785,1383 698,714888633,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,42,3,3,4,4051.0,1183,2868.0,0.794,1837 699,712650333,Existing Customer,48,M,3,College,Married,$60K - $80K,Blue,37,3,3,2,11959.0,1665,10294.0,0.675,1191 700,719945433,Existing Customer,60,F,1,Uneducated,Divorced,$40K - $60K,Blue,48,3,2,2,2070.0,0,2070.0,0.708,1793 701,720310458,Existing Customer,46,M,1,Unknown,Single,$120K +,Blue,32,5,2,1,11840.0,1295,10545.0,0.84,1560 702,718344033,Existing Customer,47,M,2,College,Married,$120K +,Blue,35,4,3,2,3636.0,1010,2626.0,0.596,1564 703,715442958,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,36,3,3,3,11067.0,2517,8550.0,1.048,1843 704,780326883,Existing Customer,53,M,2,Doctorate,Married,$60K - $80K,Blue,40,3,3,3,11262.0,1435,9827.0,0.735,2165 705,711157833,Existing Customer,56,F,3,Graduate,Single,$40K - $60K,Blue,36,4,1,0,5108.0,1656,3452.0,0.711,1631 706,719704308,Existing Customer,56,F,4,High School,Married,$40K - $60K,Blue,36,5,1,1,2072.0,1543,529.0,0.486,1265 707,708772308,Existing Customer,41,M,3,Uneducated,Married,$80K - $120K,Blue,24,4,3,3,4119.0,1656,2463.0,0.561,1455 708,817663908,Existing Customer,60,F,1,Graduate,Married,$40K - $60K,Blue,42,5,3,3,5903.0,1335,4568.0,0.914,1137 709,780054258,Existing Customer,40,M,5,Graduate,Unknown,$40K - $60K,Blue,25,6,2,3,7860.0,541,7319.0,0.764,1367 710,709990983,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,2,2,5918.0,842,5076.0,0.56,1292 711,818045958,Existing Customer,46,M,4,Graduate,Single,$40K - $60K,Blue,41,5,3,2,6741.0,1745,4996.0,0.5589999999999999,1682 712,716380683,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,36,6,1,2,3880.0,1542,2338.0,1.015,1598 713,787480158,Existing Customer,57,F,2,Unknown,Married,Less than $40K,Blue,45,4,2,0,2494.0,1639,855.0,0.858,1555 714,778461408,Existing Customer,38,M,1,High School,Married,$80K - $120K,Blue,23,4,3,2,22149.0,987,21162.0,1.633,2409 715,713861733,Existing Customer,50,M,3,Graduate,Divorced,$80K - $120K,Blue,36,4,3,1,34516.0,1542,32974.0,0.8690000000000001,1770 716,789291633,Existing Customer,62,M,0,Graduate,Married,$60K - $80K,Blue,51,3,2,0,5450.0,967,4483.0,0.701,1526 717,789513858,Attrited Customer,43,M,3,Unknown,Married,$40K - $60K,Blue,35,2,2,3,1438.3,0,1438.3,0.6940000000000001,891 718,778357458,Existing Customer,44,F,5,Unknown,Single,Less than $40K,Blue,24,4,3,3,2003.0,1224,779.0,0.6459999999999999,1756 719,718325883,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,32,6,3,2,7723.0,1902,5821.0,1.181,1241 720,720344658,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,23,4,1,1,18226.0,1847,16379.0,0.845,1681 721,809292483,Existing Customer,44,F,4,College,Married,Less than $40K,Blue,39,4,2,2,8128.0,1846,6282.0,0.857,1224 722,779791008,Existing Customer,43,M,3,High School,Married,$80K - $120K,Blue,32,6,2,3,5851.0,1660,4191.0,0.7859999999999999,1572 723,779557533,Existing Customer,54,M,1,Post-Graduate,Single,$80K - $120K,Blue,40,6,3,3,10260.0,942,9318.0,1.042,1566 724,795904233,Existing Customer,38,F,3,Unknown,Single,Unknown,Blue,32,5,1,0,26945.0,727,26218.0,0.687,1579 725,710573808,Existing Customer,55,M,2,Unknown,Single,$60K - $80K,Blue,36,6,3,3,2243.0,1418,825.0,0.39,1334 726,717418158,Existing Customer,42,M,5,Unknown,Unknown,$120K +,Blue,36,4,1,2,34516.0,1839,32677.0,0.69,1230 727,771963708,Attrited Customer,56,M,3,Unknown,Married,$60K - $80K,Blue,45,5,3,2,12248.0,0,12248.0,0.894,767 728,712433508,Attrited Customer,59,F,1,Unknown,Married,Unknown,Blue,50,3,2,3,1438.3,0,1438.3,0.57,724 729,779320983,Existing Customer,46,M,4,Uneducated,Single,$80K - $120K,Blue,28,4,3,2,19843.0,1178,18665.0,0.909,1638 730,718093233,Existing Customer,55,F,2,Post-Graduate,Married,Less than $40K,Blue,45,3,3,3,2163.0,0,2163.0,0.816,1349 731,719459358,Existing Customer,52,M,1,Doctorate,Married,$120K +,Blue,41,4,2,2,33864.0,989,32875.0,1.219,1751 732,717728808,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,26,3,1,2,4531.0,1214,3317.0,0.813,1414 733,788701608,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,26,5,2,3,2950.0,1705,1245.0,0.605,1260 734,778506633,Attrited Customer,43,F,4,College,Married,Less than $40K,Blue,23,6,2,3,7706.0,392,7314.0,0.764,965 735,719989008,Existing Customer,47,F,1,High School,Unknown,Unknown,Blue,36,5,1,0,25657.0,2216,23441.0,0.856,1121 736,791839233,Existing Customer,42,F,4,Unknown,Divorced,Unknown,Blue,36,5,3,2,17536.0,1525,16011.0,0.8590000000000001,1411 737,716918508,Existing Customer,39,M,1,College,Single,$40K - $60K,Blue,24,4,3,3,3770.0,1197,2573.0,0.621,1602 738,717321783,Existing Customer,50,M,1,Uneducated,Single,$60K - $80K,Blue,45,5,2,2,10344.0,1274,9070.0,0.445,1617 739,799000008,Existing Customer,57,M,2,Post-Graduate,Divorced,$120K +,Blue,51,4,1,1,26437.0,1472,24965.0,0.742,1244 740,721517208,Existing Customer,41,M,4,Unknown,Married,Less than $40K,Blue,30,4,6,1,2450.0,1967,483.0,0.589,1263 741,719068683,Existing Customer,52,F,1,High School,Married,$40K - $60K,Blue,36,5,1,2,3136.0,1864,1272.0,0.693,1036 742,709120008,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,36,4,3,2,6976.0,0,6976.0,0.519,1217 743,709117533,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,36,4,3,1,21134.0,1508,19626.0,0.505,1556 744,816594183,Existing Customer,58,F,2,Uneducated,Married,$40K - $60K,Blue,53,6,2,3,2019.0,1380,639.0,1.158,2005 745,789485433,Existing Customer,42,M,4,College,Married,$80K - $120K,Blue,34,3,2,3,34516.0,668,33848.0,0.6779999999999999,1698 746,712881483,Existing Customer,55,M,1,Post-Graduate,Married,$80K - $120K,Blue,45,5,3,3,9959.0,1890,8069.0,1.043,2041 747,712689333,Existing Customer,38,M,2,Unknown,Single,$80K - $120K,Blue,28,4,3,2,20241.0,1203,19038.0,0.66,1102 748,771492408,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,28,3,1,2,2421.0,1747,674.0,0.691,1346 749,711668283,Existing Customer,48,M,4,Uneducated,Married,$80K - $120K,Blue,37,5,6,3,30948.0,2404,28544.0,0.609,1511 750,772684833,Existing Customer,32,F,1,Unknown,Married,Less than $40K,Blue,22,3,3,2,2642.0,2035,607.0,1.119,1761 751,712960308,Existing Customer,33,F,2,High School,Single,Less than $40K,Blue,36,4,1,1,8070.0,2350,5720.0,1.03,2117 752,713530833,Attrited Customer,58,M,2,Graduate,Married,$40K - $60K,Blue,48,2,3,3,4085.0,2238,1847.0,0.568,596 753,756065433,Existing Customer,26,M,0,Unknown,Single,$40K - $60K,Blue,19,5,2,2,2187.0,1597,590.0,0.777,2560 754,710997183,Existing Customer,46,M,0,Unknown,Married,$60K - $80K,Gold,36,3,3,2,34516.0,1092,33424.0,0.737,1409 755,711146358,Existing Customer,39,F,1,Graduate,Married,Unknown,Blue,29,4,3,2,3358.0,1758,1600.0,0.723,1759 756,716144058,Existing Customer,36,F,1,College,Single,$40K - $60K,Blue,25,6,3,3,1888.0,0,1888.0,0.9279999999999999,1886 757,778699908,Attrited Customer,43,M,2,Uneducated,Married,$60K - $80K,Blue,24,2,3,3,14447.0,0,14447.0,0.856,915 758,713571258,Existing Customer,45,M,2,Unknown,Single,$60K - $80K,Silver,26,6,3,2,32349.0,1630,30719.0,0.6459999999999999,1343 759,711676908,Existing Customer,51,F,3,College,Married,Unknown,Blue,36,3,2,3,12605.0,1449,11156.0,0.703,1870 760,719315508,Existing Customer,62,F,0,Unknown,Married,$40K - $60K,Blue,36,4,2,2,2964.0,2400,564.0,1.296,1557 761,778623858,Existing Customer,58,M,0,Uneducated,Married,$80K - $120K,Blue,38,6,3,3,3785.0,1935,1850.0,1.558,1824 762,714665733,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,36,5,1,0,2727.0,834,1893.0,0.568,1294 763,816089433,Existing Customer,49,M,4,Doctorate,Married,$60K - $80K,Blue,44,3,1,1,3343.0,1581,1762.0,1.146,1545 764,716991933,Attrited Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,35,6,3,1,9786.0,0,9786.0,0.701,820 765,714534108,Existing Customer,45,F,2,High School,Married,$40K - $60K,Blue,36,4,1,3,6407.0,1884,4523.0,0.6779999999999999,1675 766,787456608,Existing Customer,29,M,2,High School,Married,$80K - $120K,Blue,15,6,2,2,4158.0,1635,2523.0,0.778,1678 767,717090183,Existing Customer,60,M,1,Doctorate,Married,$120K +,Blue,50,6,1,2,21697.0,2144,19553.0,0.654,2117 768,772782708,Existing Customer,50,M,3,Post-Graduate,Single,$80K - $120K,Blue,40,5,2,2,31383.0,1688,29695.0,0.765,1721 769,710722908,Existing Customer,53,M,3,Doctorate,Single,$120K +,Blue,36,3,1,0,30883.0,1694,29189.0,0.86,1267 770,795155433,Existing Customer,45,M,3,Unknown,Married,$80K - $120K,Blue,38,6,3,1,12918.0,1345,11573.0,1.061,1562 771,715271733,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,37,3,3,0,8520.0,814,7706.0,0.504,1193 772,771706308,Existing Customer,46,M,2,Doctorate,Single,$80K - $120K,Blue,34,4,3,2,14310.0,694,13616.0,0.5579999999999999,1254 773,713989233,Existing Customer,61,M,0,Post-Graduate,Married,Unknown,Blue,53,6,2,3,14434.0,1927,12507.0,2.675,1731 774,780198258,Existing Customer,46,M,4,College,Single,$120K +,Blue,36,5,2,1,7793.0,1705,6088.0,0.597,1099 775,802002858,Attrited Customer,62,F,1,High School,Married,Unknown,Blue,56,2,1,2,8990.0,0,8990.0,0.935,747 776,716290233,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,33,6,2,3,4343.0,0,4343.0,0.563,1352 777,828298908,Existing Customer,54,M,4,Graduate,Married,$120K +,Blue,50,4,2,0,2872.0,2035,837.0,0.613,1770 778,788946783,Existing Customer,50,M,2,Unknown,Single,$120K +,Blue,36,5,1,3,9697.0,0,9697.0,0.759,1812 779,720697908,Existing Customer,35,M,2,High School,Married,$40K - $60K,Blue,21,3,3,1,2967.0,1843,1124.0,0.6809999999999999,1673 780,780598383,Existing Customer,35,M,3,Doctorate,Single,$40K - $60K,Blue,23,4,3,2,2148.0,1545,603.0,0.682,2167 781,715345833,Existing Customer,36,F,1,High School,Single,Less than $40K,Blue,36,6,3,1,6116.0,2517,3599.0,0.691,2369 782,710831133,Existing Customer,42,M,3,Unknown,Married,$80K - $120K,Blue,36,5,2,2,18085.0,1487,16598.0,0.792,1582 783,766706358,Existing Customer,39,F,2,Unknown,Married,Less than $40K,Blue,32,6,3,0,2524.0,1395,1129.0,1.048,1800 784,816533733,Existing Customer,50,M,1,Unknown,Married,$80K - $120K,Blue,45,5,2,2,33951.0,0,33951.0,0.8220000000000001,1567 785,712373208,Attrited Customer,43,M,3,Doctorate,Single,$60K - $80K,Blue,35,3,3,2,3312.0,0,3312.0,0.698,647 786,721433283,Existing Customer,39,F,1,High School,Single,$40K - $60K,Blue,20,3,2,2,9956.0,1117,8839.0,0.515,1447 787,720680058,Existing Customer,47,M,2,Post-Graduate,Married,Less than $40K,Blue,36,6,1,3,3888.0,1663,2225.0,0.664,1145 788,716909283,Existing Customer,60,M,1,Post-Graduate,Single,$80K - $120K,Blue,48,3,1,3,30655.0,0,30655.0,0.475,3280 789,754654383,Existing Customer,30,M,2,High School,Married,Less than $40K,Blue,23,4,2,0,2997.0,1393,1604.0,1.12,1577 790,719226333,Existing Customer,44,M,4,Unknown,Single,$60K - $80K,Blue,24,5,3,2,11042.0,2211,8831.0,0.897,1140 791,779759058,Existing Customer,52,M,0,Graduate,Single,$120K +,Blue,41,6,3,2,3386.0,1794,1592.0,0.6709999999999999,1736 792,718206783,Existing Customer,45,F,4,Unknown,Single,Less than $40K,Gold,36,6,1,3,15987.0,1648,14339.0,0.732,1436 793,715783758,Existing Customer,40,M,4,Graduate,Divorced,$120K +,Blue,30,5,3,3,25188.0,1295,23893.0,0.557,1513 794,771190083,Existing Customer,36,F,3,Post-Graduate,Single,Less than $40K,Blue,23,6,2,1,2410.0,1705,705.0,0.7979999999999999,2505 795,713135883,Existing Customer,65,F,0,High School,Married,Unknown,Blue,53,4,3,0,4315.0,717,3598.0,0.8079999999999999,1723 796,778799583,Existing Customer,35,F,0,Unknown,Married,Less than $40K,Blue,24,6,1,1,2592.0,2227,365.0,0.633,1695 797,808796208,Existing Customer,54,F,2,Unknown,Divorced,$40K - $60K,Blue,49,5,3,2,5476.0,2517,2959.0,0.9670000000000001,1532 798,708313608,Existing Customer,53,M,3,Unknown,Married,$80K - $120K,Blue,43,5,3,0,2464.0,2116,348.0,0.7440000000000001,2110 799,779330208,Existing Customer,62,F,1,College,Married,Less than $40K,Blue,44,3,2,3,2378.0,1610,768.0,0.44799999999999995,1807 800,794498733,Existing Customer,40,M,2,Unknown,Single,$120K +,Blue,21,6,4,3,20056.0,1602,18454.0,0.466,1687 801,807964908,Existing Customer,41,M,4,High School,Married,$60K - $80K,Blue,36,4,2,2,8013.0,2025,5988.0,0.789,1481 802,823845783,Existing Customer,53,M,2,Unknown,Married,$120K +,Blue,49,6,2,3,3386.0,1984,1402.0,0.573,1318 803,711748983,Existing Customer,30,M,1,High School,Married,$60K - $80K,Blue,17,3,3,2,7906.0,1631,6275.0,0.889,1946 804,718064283,Existing Customer,46,M,3,Uneducated,Divorced,$60K - $80K,Blue,34,4,3,0,11501.0,713,10788.0,0.84,1481 805,710492733,Existing Customer,29,M,0,Post-Graduate,Single,$40K - $60K,Blue,19,4,1,2,13632.0,1482,12150.0,0.893,2168 806,779016408,Existing Customer,37,F,3,Uneducated,Married,Less than $40K,Blue,27,6,1,3,2229.0,1791,438.0,1.139,1583 807,717787533,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,40,4,1,1,5158.0,2190,2968.0,0.426,1229 808,714851058,Existing Customer,31,M,0,Graduate,Married,$40K - $60K,Blue,21,3,3,0,2158.0,1729,429.0,1.1,1718 809,823535133,Existing Customer,45,M,2,Uneducated,Unknown,$80K - $120K,Blue,41,6,2,2,23271.0,1262,22009.0,0.718,1402 810,708455883,Attrited Customer,57,M,1,Graduate,Single,$80K - $120K,Blue,36,2,3,2,10244.0,861,9383.0,0.78,1127 811,780095808,Existing Customer,43,M,3,Unknown,Divorced,$60K - $80K,Blue,30,3,2,1,2588.0,1669,919.0,0.7879999999999999,1053 812,709207458,Existing Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,27,4,2,3,10747.0,1603,9144.0,0.47100000000000003,1340 813,763895958,Attrited Customer,53,M,2,High School,Married,$120K +,Blue,46,4,3,1,7474.0,0,7474.0,0.858,732 814,715942683,Existing Customer,32,F,3,Graduate,Single,Less than $40K,Blue,36,3,1,3,3555.0,0,3555.0,0.813,2346 815,721301733,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,38,6,3,2,22140.0,733,21407.0,0.987,1580 816,711927108,Attrited Customer,54,M,3,High School,Married,$80K - $120K,Blue,36,2,3,4,9457.0,350,9107.0,1.024,1196 817,718083483,Existing Customer,42,M,3,Uneducated,Unknown,Less than $40K,Blue,35,4,5,0,6218.0,2134,4084.0,1.25,2086 818,717548358,Existing Customer,38,F,1,College,Married,Less than $40K,Blue,25,3,3,1,2580.0,2265,315.0,0.8240000000000001,1665 819,816829608,Existing Customer,44,M,2,Unknown,Married,$80K - $120K,Blue,39,6,2,2,1438.3,0,1438.3,0.871,1495 820,713936583,Existing Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,43,6,3,1,6224.0,1892,4332.0,0.983,2187 821,709682658,Existing Customer,37,F,4,High School,Single,$40K - $60K,Blue,36,5,3,1,3093.0,2517,576.0,0.855,1371 822,793889508,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Blue,42,4,3,3,4076.0,0,4076.0,0.8079999999999999,1235 823,714648933,Existing Customer,55,F,3,Graduate,Married,Unknown,Blue,36,3,2,0,4861.0,1123,3738.0,0.938,1556 824,711556533,Existing Customer,43,F,1,Graduate,Unknown,Unknown,Blue,36,6,3,3,9851.0,0,9851.0,1.034,1212 825,717420333,Existing Customer,37,M,1,High School,Single,$60K - $80K,Blue,26,4,3,2,7349.0,2517,4832.0,0.877,2701 826,768921933,Existing Customer,34,M,2,High School,Married,$60K - $80K,Blue,28,3,3,3,2853.0,2420,433.0,0.858,1750 827,714311583,Existing Customer,46,F,4,Graduate,Single,Unknown,Blue,36,4,3,2,17023.0,1084,15939.0,0.9279999999999999,1610 828,717707133,Existing Customer,32,M,1,Unknown,Single,$40K - $60K,Blue,24,6,2,3,10060.0,2322,7738.0,0.894,2184 829,716043258,Existing Customer,53,M,3,Unknown,Married,$40K - $60K,Blue,41,6,1,2,1595.0,870,725.0,0.6940000000000001,1745 830,716343408,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,38,3,2,1,8475.0,1385,7090.0,0.611,1381 831,718909158,Existing Customer,38,M,1,College,Married,Less than $40K,Blue,25,6,3,3,5559.0,658,4901.0,0.627,1793 832,719471433,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,22,3,3,2,2917.0,2127,790.0,1.074,1831 833,712763808,Existing Customer,38,M,2,Unknown,Single,$60K - $80K,Blue,36,3,3,3,6692.0,2037,4655.0,0.401,1468 834,711147483,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,28,2,2,3,8551.0,1067,7484.0,0.9309999999999999,1097 835,719788833,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,36,6,2,3,10569.0,0,10569.0,0.838,1682 836,715168983,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,5,2,2,7051.0,0,7051.0,0.527,1451 837,714306258,Existing Customer,56,M,1,College,Married,$60K - $80K,Blue,46,3,2,1,10117.0,2242,7875.0,0.662,1509 838,713828208,Existing Customer,47,M,2,Uneducated,Unknown,$60K - $80K,Blue,36,6,2,1,8311.0,0,8311.0,0.584,1895 839,710574558,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,41,5,3,2,26442.0,1642,24800.0,0.6509999999999999,1403 840,710947683,Existing Customer,64,F,0,Graduate,Married,Less than $40K,Blue,51,6,3,1,4920.0,1142,3778.0,0.507,1420 841,711113958,Existing Customer,37,F,3,Unknown,Married,Less than $40K,Blue,25,6,2,1,1438.3,674,764.3,2.18,1717 842,718923858,Existing Customer,42,M,1,College,Married,$60K - $80K,Silver,29,5,2,2,26750.0,1204,25546.0,0.428,1131 843,752666508,Existing Customer,41,M,4,College,Married,$80K - $120K,Silver,34,4,3,3,34516.0,1347,33169.0,0.8009999999999999,1005 844,712672083,Existing Customer,65,F,0,High School,Married,Less than $40K,Blue,36,3,3,2,1438.3,747,691.3,0.491,948 845,719863758,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,41,6,2,2,1869.0,758,1111.0,0.91,1549 846,720990183,Attrited Customer,54,M,5,High School,Married,$60K - $80K,Blue,36,5,2,3,14539.0,0,14539.0,0.907,965 847,720718908,Existing Customer,46,M,3,Uneducated,Single,$120K +,Blue,36,5,1,3,26977.0,1961,25016.0,0.6409999999999999,1958 848,721250358,Existing Customer,50,M,2,Unknown,Married,$40K - $60K,Blue,36,3,1,3,5426.0,1478,3948.0,0.664,1266 849,779773533,Existing Customer,50,F,3,Unknown,Married,Less than $40K,Blue,34,6,1,3,7623.0,2517,5106.0,1.0070000000000001,1367 850,708249708,Existing Customer,48,F,1,Doctorate,Married,Less than $40K,Blue,39,3,3,3,4844.0,1576,3268.0,0.809,1489 851,713967783,Existing Customer,62,F,0,Unknown,Married,Unknown,Blue,52,6,1,1,2683.0,1707,976.0,1.254,1582 852,779506158,Existing Customer,39,F,1,College,Married,Less than $40K,Blue,22,3,1,2,3214.0,2257,957.0,1.2790000000000001,2516 853,759823158,Existing Customer,46,M,1,Unknown,Married,$60K - $80K,Blue,39,4,3,3,5374.0,2324,3050.0,0.423,1557 854,716608608,Attrited Customer,41,M,2,Uneducated,Married,$80K - $120K,Blue,33,5,3,3,8004.0,1452,6552.0,0.929,1084 855,789528183,Existing Customer,39,F,2,Graduate,Married,Unknown,Blue,31,4,2,3,1438.3,997,441.3,1.867,2583 856,708895158,Existing Customer,46,M,2,Unknown,Married,$80K - $120K,Blue,34,3,3,3,2925.0,2365,560.0,0.691,1371 857,824805858,Existing Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,35,5,3,3,9235.0,1479,7756.0,0.843,1537 858,720840108,Existing Customer,44,M,0,Uneducated,Married,Less than $40K,Blue,24,5,3,0,8837.0,2103,6734.0,0.5589999999999999,3753 859,787595658,Existing Customer,57,F,3,Unknown,Single,Less than $40K,Blue,29,6,1,1,8801.0,1421,7380.0,0.568,1104 860,720244983,Existing Customer,40,M,3,Unknown,Single,$40K - $60K,Blue,28,4,1,1,3563.0,1707,1856.0,0.506,1482 861,713220258,Existing Customer,65,F,0,High School,Married,Unknown,Blue,36,4,3,2,8138.0,2104,6034.0,0.8370000000000001,1299 862,813469458,Existing Customer,26,F,1,Graduate,Single,$40K - $60K,Blue,20,6,3,3,1438.3,673,765.3,0.595,2167 863,788939358,Existing Customer,47,M,2,High School,Unknown,$60K - $80K,Blue,33,4,2,2,2458.0,1399,1059.0,0.7390000000000001,1563 864,718870158,Existing Customer,47,M,4,High School,Married,$60K - $80K,Blue,34,5,2,3,4592.0,1635,2957.0,0.9520000000000001,1772 865,788673708,Attrited Customer,57,F,2,High School,Married,$40K - $60K,Blue,45,2,1,3,1438.3,0,1438.3,1.036,1254 866,711809283,Existing Customer,31,M,1,Unknown,Married,Less than $40K,Blue,36,3,3,3,1868.0,1515,353.0,1.359,2229 867,816513108,Existing Customer,54,M,4,Graduate,Married,$60K - $80K,Blue,49,3,1,2,5269.0,1099,4170.0,1.178,2195 868,718594608,Existing Customer,43,F,2,Post-Graduate,Married,Unknown,Blue,36,3,3,3,20156.0,1759,18397.0,0.47600000000000003,1362 869,823606983,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,35,4,3,2,7410.0,2517,4893.0,1.9240000000000002,2398 870,717028158,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,44,3,2,3,12163.0,2082,10081.0,1.554,2649 871,788485908,Existing Customer,44,M,3,Unknown,Married,$60K - $80K,Blue,37,3,2,3,6224.0,0,6224.0,0.738,1463 872,714472608,Existing Customer,59,M,0,College,Married,Less than $40K,Blue,49,3,3,3,4250.0,1095,3155.0,0.9470000000000001,1174 873,710793783,Existing Customer,53,F,3,Graduate,Married,Unknown,Blue,40,6,3,1,12059.0,1978,10081.0,0.877,1836 874,794340033,Existing Customer,34,F,3,Uneducated,Married,$40K - $60K,Blue,28,5,1,3,2799.0,1762,1037.0,0.986,1817 875,716462658,Existing Customer,47,M,4,Doctorate,Single,$80K - $120K,Blue,36,3,1,1,18037.0,0,18037.0,0.74,1387 876,718050033,Existing Customer,54,M,2,College,Married,$120K +,Blue,43,3,2,3,5657.0,1719,3938.0,0.606,2028 877,714023808,Existing Customer,42,F,2,Graduate,Married,Unknown,Blue,33,6,1,1,13770.0,2517,11253.0,0.7879999999999999,1582 878,716341833,Existing Customer,53,F,3,College,Married,Less than $40K,Blue,44,6,2,3,4646.0,1730,2916.0,0.6829999999999999,1774 879,719648358,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,35,3,3,1,2514.0,1521,993.0,0.638,1636 880,816600933,Attrited Customer,56,M,0,College,Married,$80K - $120K,Blue,51,3,2,3,14501.0,0,14501.0,0.8540000000000001,1031 881,714208533,Attrited Customer,43,M,3,High School,Married,$60K - $80K,Blue,36,1,3,3,8663.0,288,8375.0,0.639,916 882,713095533,Existing Customer,44,F,4,High School,Divorced,Less than $40K,Blue,36,5,3,3,2333.0,1485,848.0,0.6920000000000001,1198 883,809967783,Existing Customer,34,F,4,Graduate,Divorced,$40K - $60K,Blue,26,5,5,3,3038.0,1539,1499.0,0.7070000000000001,2189 884,715848408,Existing Customer,61,M,1,Graduate,Unknown,$80K - $120K,Blue,52,6,6,1,8851.0,0,8851.0,0.731,1257 885,714414483,Existing Customer,54,F,0,Unknown,Married,Less than $40K,Blue,44,6,3,1,2945.0,2206,739.0,0.983,1503 886,708655983,Existing Customer,49,F,3,High School,Divorced,Unknown,Blue,40,3,3,2,5267.0,0,5267.0,0.442,1353 887,720426708,Attrited Customer,56,M,3,High School,Single,$60K - $80K,Blue,45,2,1,3,8512.0,0,8512.0,1.038,811 888,713743158,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,36,4,3,2,19063.0,1714,17349.0,0.7859999999999999,1270 889,721279083,Existing Customer,53,M,4,Graduate,Single,$80K - $120K,Blue,33,5,3,3,5376.0,1177,4199.0,0.9390000000000001,1840 890,779149683,Existing Customer,30,F,0,Graduate,Divorced,Unknown,Blue,13,5,1,2,7772.0,1890,5882.0,0.754,2585 891,714970458,Existing Customer,39,F,2,High School,Married,$40K - $60K,Blue,29,6,1,1,9173.0,2047,7126.0,1.419,1807 892,719070108,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Silver,35,4,1,3,34516.0,1726,32790.0,0.867,1729 893,715490733,Existing Customer,54,F,3,Uneducated,Single,Unknown,Blue,36,5,1,2,11975.0,1542,10433.0,0.77,1211 894,714989583,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,36,3,2,3,15405.0,1691,13714.0,0.8140000000000001,1763 895,820355433,Existing Customer,43,M,3,Unknown,Single,$40K - $60K,Blue,38,6,1,1,2615.0,0,2615.0,0.589,1395 896,715901508,Existing Customer,35,M,1,High School,Married,$80K - $120K,Blue,25,6,1,2,23991.0,2307,21684.0,0.912,1843 897,710370483,Existing Customer,39,F,4,College,Married,Less than $40K,Blue,31,4,3,3,1888.0,1292,596.0,0.772,1517 898,778573233,Existing Customer,61,F,1,Graduate,Married,Less than $40K,Blue,54,3,2,2,3102.0,2091,1011.0,0.7040000000000001,1977 899,708833133,Existing Customer,40,F,3,Graduate,Divorced,Less than $40K,Blue,29,5,2,2,3170.0,2517,653.0,1.301,2027 900,719885883,Existing Customer,53,M,3,College,Single,$120K +,Blue,36,6,2,0,34516.0,1901,32615.0,0.914,1497 901,712523283,Existing Customer,55,M,2,Unknown,Married,$120K +,Blue,41,4,3,2,14938.0,0,14938.0,0.49,1134 902,711309033,Existing Customer,41,M,2,Unknown,Single,$60K - $80K,Blue,24,6,2,2,17298.0,2310,14988.0,0.8440000000000001,3663 903,708134283,Existing Customer,35,M,2,Uneducated,Married,Less than $40K,Blue,36,4,3,3,3131.0,629,2502.0,0.7490000000000001,1483 904,720147633,Existing Customer,61,M,1,Unknown,Single,$40K - $60K,Blue,47,3,2,2,11915.0,1631,10284.0,0.748,1956 905,708983658,Attrited Customer,51,M,2,Uneducated,Single,$120K +,Blue,39,3,3,1,16868.0,0,16868.0,0.938,940 906,766285608,Existing Customer,42,M,3,High School,Single,$40K - $60K,Blue,35,4,3,3,3266.0,1900,1366.0,1.568,2183 907,779715108,Existing Customer,46,M,2,Unknown,Divorced,$80K - $120K,Blue,30,3,3,3,2770.0,1286,1484.0,1.068,2920 908,798035358,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,40,3,2,2,3556.0,2172,1384.0,0.402,1221 909,719391783,Existing Customer,46,M,4,Uneducated,Married,$40K - $60K,Blue,35,3,2,2,9149.0,1566,7583.0,0.971,1790 910,809342208,Existing Customer,26,M,0,Graduate,Single,Unknown,Blue,19,4,1,2,1438.3,0,1438.3,0.47200000000000003,2005 911,780713058,Existing Customer,46,M,3,High School,Married,$60K - $80K,Blue,35,4,3,3,14701.0,1635,13066.0,0.618,3490 912,779338683,Existing Customer,62,M,1,Graduate,Married,$60K - $80K,Blue,44,5,2,2,14825.0,962,13863.0,0.76,1904 913,783387783,Existing Customer,55,M,2,Uneducated,Divorced,$60K - $80K,Blue,49,4,5,3,10127.0,1873,8254.0,0.573,1647 914,787800108,Existing Customer,55,M,2,College,Married,$80K - $120K,Blue,45,5,1,2,2929.0,2431,498.0,1.632,1903 915,721397808,Existing Customer,32,M,0,High School,Married,$40K - $60K,Blue,24,5,2,0,3735.0,1176,2559.0,1.1840000000000002,1564 916,778698408,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,18,5,1,2,2930.0,2024,906.0,0.903,1686 917,709545333,Existing Customer,33,F,4,High School,Single,Unknown,Blue,29,6,2,3,12716.0,1496,11220.0,1.032,2412 918,716032233,Existing Customer,42,M,2,College,Married,$80K - $120K,Blue,32,5,2,2,22120.0,1805,20315.0,0.65,3981 919,717835908,Existing Customer,33,M,2,Post-Graduate,Married,$80K - $120K,Blue,22,3,3,3,1438.3,681,757.3,1.5419999999999998,2730 920,719466558,Existing Customer,60,F,0,High School,Single,Unknown,Blue,36,3,2,2,4546.0,0,4546.0,0.66,1361 921,778663458,Attrited Customer,65,M,1,High School,Married,Less than $40K,Blue,47,3,2,1,1759.0,0,1759.0,1.058,821 922,716024808,Attrited Customer,57,M,1,Graduate,Married,$80K - $120K,Blue,36,3,3,3,4829.0,2418,2411.0,0.601,938 923,713008308,Existing Customer,59,F,0,Unknown,Married,Less than $40K,Blue,47,5,3,2,7692.0,1678,6014.0,1.423,1861 924,794831733,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,39,4,3,2,2156.0,1208,948.0,0.569,1345 925,713854608,Existing Customer,62,M,1,Uneducated,Married,$60K - $80K,Blue,36,6,3,3,9521.0,1669,7852.0,1.308,2444 926,715993608,Existing Customer,51,M,2,College,Single,$120K +,Blue,41,6,3,2,26714.0,2517,24197.0,0.758,1686 927,789368658,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,47,6,2,3,2092.0,1387,705.0,0.731,1468 928,802817358,Existing Customer,38,F,3,High School,Married,Unknown,Blue,32,4,2,1,11594.0,2072,9522.0,0.983,2320 929,708098133,Existing Customer,32,F,0,Graduate,Married,Less than $40K,Blue,19,6,1,0,2834.0,1418,1416.0,1.4580000000000002,1598 930,801499908,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,37,4,3,2,4724.0,2056,2668.0,0.423,1232 931,824770683,Existing Customer,51,F,0,Unknown,Divorced,Less than $40K,Blue,47,6,4,3,3049.0,1151,1898.0,0.5329999999999999,4027 932,718310733,Existing Customer,50,M,2,Unknown,Divorced,$80K - $120K,Blue,36,4,3,1,20614.0,0,20614.0,0.9259999999999999,1922 933,708162558,Existing Customer,64,F,0,Uneducated,Married,Unknown,Blue,54,6,1,2,3250.0,1992,1258.0,0.715,1355 934,721129383,Existing Customer,53,F,1,Doctorate,Married,Less than $40K,Blue,36,3,1,2,3128.0,2517,611.0,0.696,2361 935,721249158,Attrited Customer,42,M,2,Uneducated,Single,$60K - $80K,Blue,30,2,2,3,6414.0,0,6414.0,0.718,708 936,721049658,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,34,6,3,0,2506.0,0,2506.0,0.598,1687 937,806392908,Existing Customer,52,F,4,High School,Single,Unknown,Blue,47,6,2,3,7469.0,2338,5131.0,0.441,1212 938,714886533,Existing Customer,60,F,2,High School,Married,Less than $40K,Blue,36,4,3,2,3460.0,2517,943.0,1.1440000000000001,1752 939,772375533,Existing Customer,30,M,1,Graduate,Married,$80K - $120K,Blue,19,5,3,2,9959.0,2377,7582.0,1.1,1560 940,826775058,Existing Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,39,4,1,2,4175.0,2517,1658.0,0.551,1520 941,711878733,Existing Customer,60,M,1,Uneducated,Married,$60K - $80K,Blue,48,3,1,3,10264.0,2073,8191.0,0.62,1685 942,714550383,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,36,4,3,3,4129.0,0,4129.0,0.96,1678 943,712636308,Existing Customer,65,F,2,High School,Married,$40K - $60K,Blue,45,6,2,2,2658.0,1514,1144.0,1.193,1627 944,772139433,Existing Customer,44,F,2,College,Single,$40K - $60K,Blue,33,4,2,3,4589.0,1240,3349.0,0.856,1637 945,709058808,Existing Customer,56,F,2,College,Married,Less than $40K,Blue,36,6,1,2,2781.0,1035,1746.0,0.816,1707 946,813240408,Existing Customer,45,F,4,High School,Married,Unknown,Blue,39,4,3,2,24880.0,836,24044.0,0.701,1208 947,767753958,Existing Customer,37,M,3,Graduate,Unknown,$40K - $60K,Blue,31,6,1,2,8504.0,1956,6548.0,0.963,1881 948,710111733,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,39,5,1,3,8091.0,1996,6095.0,0.6459999999999999,1360 949,761544333,Existing Customer,37,F,4,College,Married,$40K - $60K,Blue,30,4,4,3,3417.0,2517,900.0,0.992,1641 950,788814783,Existing Customer,39,M,1,Uneducated,Single,$60K - $80K,Blue,22,4,3,3,9204.0,845,8359.0,0.6729999999999999,1820 951,715034358,Existing Customer,41,M,2,Graduate,Married,$120K +,Blue,32,5,2,3,14302.0,2097,12205.0,0.40700000000000003,1505 952,709624533,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,45,5,2,0,3187.0,2517,670.0,1.1440000000000001,1627 953,709942383,Existing Customer,34,M,1,Graduate,Married,$80K - $120K,Blue,36,5,3,2,6313.0,782,5531.0,0.9309999999999999,1703 954,803957508,Existing Customer,52,M,2,Unknown,Single,$80K - $120K,Blue,47,6,1,3,15904.0,1024,14880.0,0.369,1433 955,713378133,Existing Customer,54,F,0,Post-Graduate,Single,Less than $40K,Silver,39,6,2,3,11696.0,2288,9408.0,0.973,2445 956,709217358,Existing Customer,40,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,5,3,2,20371.0,1832,18539.0,0.907,1665 957,720998358,Existing Customer,52,M,0,High School,Married,$120K +,Silver,41,3,3,1,34516.0,1043,33473.0,0.562,1489 958,721051908,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,33,3,1,3,7552.0,0,7552.0,0.46299999999999997,1393 959,715232058,Existing Customer,61,M,0,Post-Graduate,Married,$40K - $60K,Blue,53,5,1,2,5561.0,1434,4127.0,1.423,1820 960,806250783,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,52,6,3,2,1441.0,0,1441.0,1.364,2742 961,817245183,Existing Customer,51,M,2,Unknown,Unknown,$120K +,Blue,33,6,2,2,19715.0,1014,18701.0,1.4369999999999998,1979 962,713670333,Existing Customer,60,M,1,Unknown,Single,Less than $40K,Blue,52,5,3,2,2486.0,1464,1022.0,0.731,1378 963,826477083,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,44,5,1,3,4570.0,2439,2131.0,0.693,1520 964,788728608,Existing Customer,34,M,0,High School,Married,$40K - $60K,Blue,13,3,3,2,3870.0,1394,2476.0,0.8270000000000001,1588 965,717190533,Existing Customer,49,M,4,High School,Married,$60K - $80K,Blue,36,6,3,2,12938.0,661,12277.0,0.725,1282 966,716580033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,36,3,1,3,21178.0,1796,19382.0,1.182,1872 967,711644508,Existing Customer,34,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,2,0,12182.0,1136,11046.0,0.753,2295 968,714334383,Existing Customer,54,M,2,Graduate,Married,$60K - $80K,Blue,42,6,2,0,3583.0,0,3583.0,1.088,1065 969,720611058,Existing Customer,40,M,3,Graduate,Single,$120K +,Blue,27,4,2,3,17018.0,0,17018.0,0.69,1550 970,712420833,Existing Customer,49,F,5,College,Single,Unknown,Blue,41,6,3,2,16031.0,2245,13786.0,0.635,1527 971,713845083,Attrited Customer,41,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,4203.0,2517,1686.0,0.7709999999999999,1489 972,713756508,Existing Customer,46,M,3,Graduate,Divorced,Less than $40K,Blue,36,5,1,3,4213.0,997,3216.0,0.6679999999999999,1264 973,735565158,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,33,6,2,2,21548.0,1180,20368.0,0.52,1582 974,714131058,Existing Customer,30,M,0,Graduate,Unknown,$60K - $80K,Blue,36,3,5,3,18513.0,2517,15996.0,0.524,1567 975,717180633,Existing Customer,59,M,1,Post-Graduate,Married,$40K - $60K,Blue,36,4,2,2,2483.0,1372,1111.0,1.642,1704 976,717295683,Existing Customer,50,M,0,Doctorate,Single,$80K - $120K,Blue,38,5,2,2,3460.0,1881,1579.0,0.622,1546 977,713128833,Existing Customer,49,M,2,Unknown,Unknown,$60K - $80K,Blue,36,5,3,2,6511.0,1790,4721.0,0.397,1478 978,813499458,Attrited Customer,45,M,5,High School,Unknown,$60K - $80K,Blue,40,3,3,1,1438.3,0,1438.3,1.23,2132 979,710070183,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,36,3,2,2,2615.0,1772,843.0,0.611,1419 980,789605658,Existing Customer,42,F,1,Doctorate,Married,$40K - $60K,Blue,35,4,3,2,2985.0,2355,630.0,0.602,1065 981,710045058,Existing Customer,46,M,5,High School,Married,$40K - $60K,Silver,28,5,1,3,18797.0,2158,16639.0,0.446,1364 982,710164683,Existing Customer,33,M,1,Graduate,Married,$60K - $80K,Blue,22,3,1,3,2859.0,2517,342.0,1.254,2247 983,710802258,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,38,4,3,0,2888.0,2245,643.0,0.772,1111 984,721036233,Existing Customer,61,M,0,High School,Married,$60K - $80K,Blue,36,4,3,3,9172.0,1567,7605.0,1.4509999999999998,1836 985,710036508,Existing Customer,42,M,5,Uneducated,Married,$40K - $60K,Blue,34,5,3,2,14281.0,1519,12762.0,0.256,1164 986,717776808,Existing Customer,47,F,4,Graduate,Single,Less than $40K,Blue,39,3,2,3,7353.0,1450,5903.0,0.7390000000000001,2005 987,714906033,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,2,5145.0,0,5145.0,0.693,1588 988,714273708,Existing Customer,53,F,4,Graduate,Married,$40K - $60K,Blue,36,3,2,3,4753.0,2472,2281.0,1.274,2242 989,721117533,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,26,3,3,3,2171.0,1418,753.0,0.505,1415 990,715374558,Existing Customer,26,M,0,College,Divorced,Less than $40K,Blue,36,5,2,3,4150.0,456,3694.0,1.126,2483 991,824807658,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,41,6,3,3,9106.0,2477,6629.0,0.515,1239 992,714940608,Existing Customer,36,M,2,High School,Divorced,$40K - $60K,Blue,36,3,3,2,2686.0,1733,953.0,0.706,2057 993,824782008,Existing Customer,42,M,3,High School,Unknown,$60K - $80K,Blue,38,5,1,2,10239.0,510,9729.0,0.344,1228 994,717561108,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,36,4,3,2,34516.0,549,33967.0,0.78,1629 995,717127083,Existing Customer,37,M,3,Graduate,Married,$120K +,Blue,25,3,3,0,15017.0,1733,13284.0,0.635,2076 996,772460508,Existing Customer,53,M,1,Uneducated,Married,$40K - $60K,Blue,43,3,1,2,4426.0,1530,2896.0,0.518,1231 997,720484908,Existing Customer,65,F,1,Post-Graduate,Married,$40K - $60K,Blue,52,5,3,3,2155.0,0,2155.0,1.423,1655 998,771237933,Existing Customer,47,M,1,Uneducated,Unknown,$80K - $120K,Blue,34,4,1,3,20620.0,1085,19535.0,1.276,1477 999,794664183,Existing Customer,38,M,0,Uneducated,Married,$60K - $80K,Blue,19,3,1,3,3238.0,2146,1092.0,0.6729999999999999,1501 1000,797488158,Existing Customer,52,M,2,High School,Married,$60K - $80K,Blue,46,5,3,0,14316.0,1081,13235.0,0.67,1313 1001,708543258,Existing Customer,36,M,3,High School,Married,$80K - $120K,Blue,36,5,3,2,2607.0,1880,727.0,1.464,2045 1002,778706508,Existing Customer,43,M,4,College,Married,$60K - $80K,Blue,24,3,5,4,6231.0,0,6231.0,1.054,1448 1003,712240083,Attrited Customer,38,F,3,Unknown,Single,Less than $40K,Blue,30,6,2,2,3730.0,2517,1213.0,0.853,858 1004,713650683,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,56,4,1,4,3094.0,2266,828.0,0.7240000000000001,1591 1005,772532208,Attrited Customer,51,F,2,Doctorate,Married,Less than $40K,Blue,41,2,2,3,6630.0,916,5714.0,0.927,842 1006,778929783,Attrited Customer,40,M,3,Graduate,Divorced,$80K - $120K,Blue,22,2,2,3,1925.0,0,1925.0,0.672,781 1007,714244383,Existing Customer,39,M,3,College,Unknown,$80K - $120K,Blue,36,4,2,3,33406.0,1692,31714.0,1.242,1529 1008,718797558,Existing Customer,39,F,1,Graduate,Married,Unknown,Blue,30,3,2,3,2917.0,1357,1560.0,1.5930000000000002,2422 1009,712821333,Existing Customer,60,M,0,Uneducated,Married,$60K - $80K,Blue,47,3,3,3,9452.0,2517,6935.0,0.73,1825 1010,721120008,Existing Customer,43,F,2,Uneducated,Single,$40K - $60K,Blue,29,6,3,2,2162.0,1377,785.0,0.6,1555 1011,709633533,Existing Customer,31,M,2,Uneducated,Married,Less than $40K,Blue,18,3,2,4,1438.3,0,1438.3,1.561,2789 1012,710789058,Existing Customer,55,M,1,Graduate,Single,$120K +,Blue,42,4,2,3,34516.0,1478,33038.0,0.9670000000000001,1308 1013,716174433,Existing Customer,65,F,1,College,Married,Less than $40K,Blue,54,3,3,3,2888.0,1134,1754.0,1.479,2489 1014,789886533,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,44,3,3,3,3947.0,1746,2201.0,0.478,1110 1015,715210308,Existing Customer,40,F,1,High School,Married,Unknown,Blue,31,3,3,4,15970.0,1212,14758.0,0.542,1260 1016,721038408,Existing Customer,38,F,2,High School,Married,Less than $40K,Blue,27,4,1,2,1830.0,0,1830.0,0.736,1741 1017,713325108,Existing Customer,36,M,2,Post-Graduate,Married,$60K - $80K,Blue,29,5,3,3,7712.0,2517,5195.0,0.6759999999999999,1845 1018,720352533,Existing Customer,43,M,3,High School,Unknown,$60K - $80K,Blue,36,5,3,3,20811.0,1425,19386.0,0.382,1483 1019,708431433,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,31,3,3,2,11789.0,1420,10369.0,0.659,1463 1020,716996583,Existing Customer,50,M,3,High School,Divorced,$120K +,Blue,37,3,1,2,3073.0,1792,1281.0,1.099,1734 1021,718699683,Existing Customer,48,M,3,College,Married,$80K - $120K,Silver,36,6,2,2,34516.0,0,34516.0,0.691,1733 1022,771359958,Existing Customer,39,M,4,Unknown,Single,$120K +,Silver,26,6,2,2,34516.0,2517,31999.0,0.887,1689 1023,716604633,Existing Customer,55,F,2,Post-Graduate,Married,$40K - $60K,Blue,46,6,2,2,6725.0,2025,4700.0,0.604,1865 1024,813952233,Existing Customer,44,M,3,Graduate,Unknown,Less than $40K,Blue,39,5,2,4,2978.0,2134,844.0,0.579,1413 1025,713053383,Attrited Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,1,3,34516.0,781,33735.0,0.8029999999999999,853 1026,709979583,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,46,3,1,3,34516.0,854,33662.0,0.9279999999999999,1999 1027,709380333,Existing Customer,57,M,1,Uneducated,Married,$120K +,Blue,36,6,2,3,24545.0,1735,22810.0,0.664,1671 1028,778574283,Existing Customer,53,F,1,Uneducated,Married,$40K - $60K,Blue,46,5,2,3,1438.3,0,1438.3,0.743,2118 1029,789875883,Existing Customer,41,F,4,Uneducated,Single,Less than $40K,Blue,31,5,1,2,2490.0,627,1863.0,0.345,1391 1030,714661233,Existing Customer,39,M,1,Graduate,Single,$120K +,Blue,24,6,2,4,10074.0,2517,7557.0,0.77,1729 1031,813915933,Existing Customer,45,M,2,Graduate,Divorced,$40K - $60K,Blue,40,3,3,2,2259.0,954,1305.0,0.695,1393 1032,708358683,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Silver,35,6,3,2,34516.0,1236,33280.0,0.5489999999999999,1665 1033,824761458,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,50,4,2,3,9519.0,1936,7583.0,0.929,2489 1034,715362183,Existing Customer,40,F,4,Graduate,Married,Unknown,Blue,36,3,1,2,3706.0,1043,2663.0,0.384,1688 1035,721194858,Existing Customer,48,M,4,Graduate,Unknown,$80K - $120K,Blue,40,6,2,2,4438.0,2472,1966.0,0.69,1725 1036,803595858,Attrited Customer,56,F,3,High School,Married,$40K - $60K,Blue,51,5,2,1,1438.3,0,1438.3,0.597,594 1037,716198358,Existing Customer,33,F,4,Post-Graduate,Married,$40K - $60K,Blue,36,4,2,3,2372.0,1887,485.0,0.8,1852 1038,714173808,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,34,5,1,2,4214.0,1249,2965.0,0.542,1389 1039,709465758,Existing Customer,62,F,1,Post-Graduate,Married,Less than $40K,Blue,53,3,1,3,1438.3,0,1438.3,0.6990000000000001,902 1040,714081558,Existing Customer,33,F,0,Graduate,Married,Unknown,Blue,36,4,2,4,2613.0,1599,1014.0,0.7490000000000001,1387 1041,717364458,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,26,6,1,4,4331.0,1445,2886.0,1.07,2053 1042,778755858,Existing Customer,46,M,3,Graduate,Unknown,$80K - $120K,Blue,27,5,1,3,3665.0,1725,1940.0,0.495,1881 1043,710754933,Attrited Customer,61,F,0,Graduate,Married,Less than $40K,Blue,49,6,2,3,1438.3,0,1438.3,0.94,840 1044,720007383,Attrited Customer,41,F,2,Unknown,Single,Unknown,Blue,28,2,1,3,4411.0,2517,1894.0,0.988,803 1045,810220833,Existing Customer,42,M,4,Graduate,Unknown,$40K - $60K,Silver,37,3,6,2,15871.0,2086,13785.0,0.745,1562 1046,718362783,Attrited Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,27,3,2,3,12643.0,0,12643.0,0.39299999999999996,787 1047,708267858,Existing Customer,65,F,0,High School,Married,$40K - $60K,Blue,36,5,2,3,6088.0,2145,3943.0,1.371,2098 1048,708856983,Attrited Customer,36,M,3,Post-Graduate,Married,$120K +,Blue,27,2,1,2,13873.0,0,13873.0,0.233,694 1049,715588908,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,32,3,2,3,6158.0,0,6158.0,1.411,3132 1050,772674933,Existing Customer,51,M,1,Uneducated,Married,$80K - $120K,Blue,41,5,3,3,5638.0,808,4830.0,0.7809999999999999,2036 1051,720148983,Existing Customer,54,F,1,Uneducated,Married,Less than $40K,Blue,40,5,2,4,2178.0,1144,1034.0,1.585,1724 1052,720650208,Existing Customer,40,F,3,College,Unknown,$40K - $60K,Blue,22,3,3,3,12588.0,2005,10583.0,0.996,1561 1053,769732233,Existing Customer,40,M,5,Graduate,Married,$80K - $120K,Blue,34,6,2,4,11942.0,1651,10291.0,0.598,1085 1054,713030958,Existing Customer,57,F,2,College,Married,Less than $40K,Blue,44,6,3,2,3914.0,0,3914.0,0.524,1964 1055,711320508,Existing Customer,57,M,4,Graduate,Married,$80K - $120K,Blue,49,4,2,4,3038.0,1410,1628.0,0.644,1762 1056,795795408,Existing Customer,53,M,2,Uneducated,Married,$40K - $60K,Blue,47,3,1,3,5579.0,1423,4156.0,0.503,1514 1057,717904383,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,31,5,1,2,18693.0,2052,16641.0,0.5,1516 1058,714115533,Existing Customer,28,M,0,Graduate,Married,Less than $40K,Blue,18,5,1,3,2943.0,1789,1154.0,1.271,2591 1059,712475733,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,28,4,2,3,2435.0,1888,547.0,0.922,1847 1060,718996758,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,30,5,2,2,2077.0,1392,685.0,1.5530000000000002,1629 1061,713049933,Existing Customer,65,F,1,High School,Married,Unknown,Blue,36,5,2,2,5756.0,0,5756.0,1.046,2144 1062,709961958,Attrited Customer,58,F,4,High School,Divorced,Unknown,Blue,45,4,1,1,21065.0,2517,18548.0,0.84,1060 1063,718301508,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,30,6,3,2,9428.0,1765,7663.0,0.5870000000000001,1457 1064,714831033,Existing Customer,54,M,5,Graduate,Married,$80K - $120K,Blue,47,4,1,3,6065.0,1728,4337.0,0.41700000000000004,1114 1065,710653158,Existing Customer,39,F,4,Graduate,Married,Unknown,Blue,21,6,1,4,5024.0,1613,3411.0,0.758,1925 1066,721265883,Existing Customer,26,M,1,Graduate,Single,Less than $40K,Blue,13,3,3,2,2174.0,1514,660.0,0.607,2510 1067,715049583,Existing Customer,60,M,1,Unknown,Married,$60K - $80K,Blue,54,5,3,3,3398.0,2341,1057.0,0.7140000000000001,1169 1068,715394883,Existing Customer,35,F,2,High School,Married,Unknown,Blue,36,3,2,4,4319.0,1151,3168.0,0.594,1852 1069,773448558,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,40,6,3,3,3673.0,2292,1381.0,0.637,1257 1070,717249783,Existing Customer,47,M,4,Unknown,Unknown,$60K - $80K,Blue,39,5,2,2,1815.0,740,1075.0,1.124,1931 1071,708344358,Existing Customer,53,F,3,High School,Married,Unknown,Blue,45,5,1,3,2495.0,1354,1141.0,0.623,1311 1072,712003083,Existing Customer,55,M,1,Graduate,Married,$80K - $120K,Blue,36,3,2,4,34516.0,2102,32414.0,0.912,1612 1073,754282908,Existing Customer,50,F,1,Post-Graduate,Married,Less than $40K,Blue,43,3,1,3,3368.0,844,2524.0,0.838,2022 1074,717412608,Attrited Customer,38,F,2,High School,Married,$40K - $60K,Blue,28,3,2,2,7225.0,0,7225.0,0.419,738 1075,719412258,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,30,5,3,4,5202.0,815,4387.0,1.1079999999999999,1558 1076,788675658,Existing Customer,39,F,2,Unknown,Single,Less than $40K,Blue,29,6,2,4,1923.0,845,1078.0,0.5870000000000001,1670 1077,717683583,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,36,4,2,3,6929.0,1691,5238.0,0.534,1388 1078,820584408,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,44,3,3,2,4364.0,1507,2857.0,1.05,1392 1079,719392833,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,38,3,3,2,2400.0,1613,787.0,0.629,1311 1080,718595583,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,36,3,2,3,25878.0,1733,24145.0,0.43799999999999994,1777 1081,778508883,Existing Customer,44,M,5,Graduate,Married,$120K +,Blue,24,4,1,4,11876.0,1926,9950.0,0.51,1367 1082,715511658,Existing Customer,49,F,5,Post-Graduate,Unknown,$40K - $60K,Blue,39,3,1,4,4568.0,0,4568.0,0.9790000000000001,1431 1083,711999783,Existing Customer,41,M,3,Uneducated,Married,$80K - $120K,Blue,31,4,2,2,4740.0,1348,3392.0,0.47200000000000003,1406 1084,753856008,Existing Customer,49,F,2,Unknown,Unknown,$40K - $60K,Blue,42,6,1,4,4949.0,1495,3454.0,0.7909999999999999,3597 1085,789920883,Existing Customer,45,F,3,Graduate,Single,Unknown,Blue,36,3,3,4,11189.0,2517,8672.0,2.041,2959 1086,788677533,Existing Customer,44,M,4,Unknown,Married,$120K +,Blue,31,4,3,4,34516.0,1197,33319.0,0.669,1594 1087,716284308,Existing Customer,65,M,2,Graduate,Married,Unknown,Blue,55,3,2,2,6099.0,2175,3924.0,0.5820000000000001,1319 1088,712120608,Attrited Customer,35,M,3,College,Married,$80K - $120K,Blue,27,3,2,3,3575.0,1884,1691.0,0.384,861 1089,715482483,Existing Customer,26,M,0,High School,Single,Unknown,Blue,36,5,2,3,3184.0,1421,1763.0,0.7120000000000001,2253 1090,720848733,Existing Customer,38,M,1,High School,Married,$80K - $120K,Blue,24,4,3,2,13363.0,1230,12133.0,0.688,1815 1091,708480333,Existing Customer,65,M,0,Unknown,Single,$40K - $60K,Blue,36,5,2,3,2163.0,932,1231.0,1.127,2229 1092,826723308,Existing Customer,58,M,3,College,Married,$120K +,Blue,54,5,1,4,3452.0,2088,1364.0,0.768,1008 1093,801369258,Existing Customer,47,F,5,Post-Graduate,Married,$40K - $60K,Blue,41,6,2,2,4466.0,777,3689.0,1.02,1757 1094,709584483,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,25,4,1,4,3030.0,2517,513.0,0.785,1805 1095,715708308,Existing Customer,54,F,3,Doctorate,Married,$40K - $60K,Blue,39,3,1,3,2112.0,1594,518.0,1.204,1338 1096,779707308,Existing Customer,35,F,1,Graduate,Married,Less than $40K,Blue,18,5,1,2,7583.0,1619,5964.0,1.4680000000000002,2229 1097,711688158,Existing Customer,47,M,5,Graduate,Single,$120K +,Blue,27,5,3,4,11760.0,2306,9454.0,0.616,1498 1098,711848658,Existing Customer,35,M,3,College,Married,$60K - $80K,Blue,17,3,3,2,2259.0,1776,483.0,1.2919999999999998,1790 1099,715855083,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,6,2,4,19762.0,507,19255.0,0.85,2793 1100,778971408,Existing Customer,36,M,4,Doctorate,Married,$60K - $80K,Blue,17,5,2,4,2803.0,1848,955.0,0.614,1968 1101,711648708,Existing Customer,44,M,3,Graduate,Married,$80K - $120K,Blue,36,3,3,2,25666.0,756,24910.0,0.69,4088 1102,713149683,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,24,5,1,4,9297.0,1668,7629.0,0.521,1264 1103,771903033,Existing Customer,36,F,1,Graduate,Married,Less than $40K,Blue,25,5,1,2,2999.0,1247,1752.0,0.9620000000000001,2017 1104,737925558,Existing Customer,64,M,0,Doctorate,Married,$40K - $60K,Blue,56,3,2,2,4234.0,1893,2341.0,0.585,1439 1105,803347908,Existing Customer,34,F,1,Graduate,Single,Less than $40K,Gold,28,4,3,2,15987.0,0,15987.0,1.494,2327 1106,817285758,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,33,5,5,3,16435.0,0,16435.0,0.6759999999999999,1721 1107,711480108,Existing Customer,37,M,4,High School,Married,$60K - $80K,Blue,24,3,1,4,5335.0,2145,3190.0,0.879,1888 1108,709662708,Existing Customer,65,M,1,High School,Married,$40K - $60K,Blue,53,3,3,3,3506.0,1604,1902.0,0.574,1953 1109,709224858,Existing Customer,53,M,2,Post-Graduate,Married,$80K - $120K,Blue,36,5,1,2,3610.0,1629,1981.0,0.821,1652 1110,821771508,Existing Customer,32,M,0,High School,Married,$40K - $60K,Blue,28,5,1,2,3172.0,2055,1117.0,0.6629999999999999,1939 1111,712216533,Existing Customer,44,M,5,Unknown,Single,$80K - $120K,Blue,34,6,2,3,8206.0,763,7443.0,0.87,1715 1112,710522433,Existing Customer,65,M,0,Graduate,Married,Less than $40K,Blue,46,3,2,2,2416.0,1499,917.0,0.905,2372 1113,779046408,Existing Customer,60,M,0,Graduate,Married,$40K - $60K,Blue,41,3,2,4,2458.0,1880,578.0,0.759,1238 1114,708595158,Existing Customer,27,F,0,Graduate,Single,Less than $40K,Blue,36,6,1,2,1677.0,1598,79.0,0.9940000000000001,2389 1115,757266933,Existing Customer,52,M,2,Post-Graduate,Married,$60K - $80K,Blue,45,4,1,4,11819.0,929,10890.0,0.773,2431 1116,816776283,Existing Customer,42,M,4,High School,Unknown,$80K - $120K,Gold,37,5,1,2,34516.0,1797,32719.0,1.314,1534 1117,719904333,Existing Customer,29,M,0,Graduate,Married,$40K - $60K,Blue,36,3,3,4,1459.0,590,869.0,1.1640000000000001,2229 1118,718264233,Existing Customer,29,M,0,High School,Married,$40K - $60K,Blue,13,4,1,4,1458.0,671,787.0,1.5830000000000002,2449 1119,784798683,Existing Customer,38,M,2,High School,Married,$40K - $60K,Blue,32,3,2,2,1438.3,0,1438.3,0.846,1999 1120,710899833,Attrited Customer,36,M,2,Graduate,Married,$40K - $60K,Blue,18,3,1,3,7758.0,1408,6350.0,0.365,569 1121,780025908,Existing Customer,40,F,2,Post-Graduate,Married,Less than $40K,Silver,30,4,2,2,10836.0,1932,8904.0,0.563,1293 1122,713610033,Existing Customer,47,M,3,Post-Graduate,Single,$60K - $80K,Blue,36,5,3,3,5062.0,1996,3066.0,0.591,1314 1123,709364433,Existing Customer,36,F,3,High School,Married,Unknown,Blue,30,6,2,2,3399.0,2173,1226.0,0.795,1571 1124,713086908,Existing Customer,26,M,0,High School,Single,$40K - $60K,Blue,36,5,2,2,2212.0,1670,542.0,0.777,2520 1125,709793133,Existing Customer,43,F,2,Unknown,Single,$40K - $60K,Blue,36,6,1,4,3186.0,2470,716.0,0.58,1531 1126,710032608,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,32,3,1,3,5927.0,2320,3607.0,0.544,1558 1127,779351208,Existing Customer,49,M,2,Unknown,Single,$60K - $80K,Blue,34,4,1,4,5176.0,0,5176.0,0.838,1902 1128,719776608,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,37,3,1,3,3126.0,0,3126.0,0.8240000000000001,1388 1129,709220583,Existing Customer,34,M,3,Graduate,Divorced,$80K - $120K,Blue,21,6,4,2,4670.0,0,4670.0,0.883,2256 1130,719555733,Existing Customer,53,F,2,Uneducated,Married,Unknown,Blue,36,4,3,3,2162.0,1592,570.0,0.547,1736 1131,740852733,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,42,4,1,2,10155.0,1805,8350.0,0.6729999999999999,1685 1132,709528308,Existing Customer,53,M,4,High School,Married,$80K - $120K,Blue,46,4,2,3,15242.0,1170,14072.0,0.496,1876 1133,715127208,Existing Customer,48,M,3,Doctorate,Divorced,$120K +,Blue,36,4,3,2,34516.0,2517,31999.0,0.6970000000000001,1699 1134,817144458,Existing Customer,32,F,2,Graduate,Single,Less than $40K,Blue,17,5,1,2,1438.3,1228,210.3,1.1320000000000001,2580 1135,710628783,Existing Customer,38,M,4,High School,Single,$80K - $120K,Gold,36,6,1,3,34516.0,1140,33376.0,0.815,1445 1136,772145658,Existing Customer,43,M,4,Uneducated,Single,$80K - $120K,Blue,32,4,1,3,16043.0,2036,14007.0,0.7,1394 1137,739594758,Attrited Customer,51,F,2,Graduate,Single,Less than $40K,Blue,44,6,3,2,3181.0,2517,664.0,0.595,818 1138,789198708,Existing Customer,58,M,3,Graduate,Married,$120K +,Blue,47,3,1,2,27088.0,0,27088.0,0.581,1135 1139,720953658,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,36,5,3,4,5688.0,914,4774.0,1.099,1824 1140,771330558,Existing Customer,51,M,4,High School,Married,$60K - $80K,Blue,38,5,2,3,10462.0,1824,8638.0,0.736,1267 1141,714078558,Attrited Customer,62,F,1,High School,Married,$40K - $60K,Blue,53,2,1,1,5249.0,0,5249.0,0.758,1315 1142,712207683,Existing Customer,38,M,0,Unknown,Divorced,Less than $40K,Blue,36,3,3,2,5155.0,684,4471.0,0.588,1555 1143,788826408,Existing Customer,33,M,1,Uneducated,Married,$120K +,Blue,16,6,1,3,10705.0,1352,9353.0,1.171,2434 1144,790128033,Existing Customer,54,M,3,High School,Single,$80K - $120K,Blue,47,3,1,2,16494.0,1348,15146.0,0.759,1302 1145,718082208,Existing Customer,37,F,1,Graduate,Married,$40K - $60K,Blue,30,5,3,4,6469.0,2351,4118.0,1.018,1717 1146,712037358,Existing Customer,30,M,0,Unknown,Married,$60K - $80K,Blue,23,3,3,2,5146.0,1773,3373.0,0.879,1509 1147,711711483,Existing Customer,61,M,0,High School,Married,$80K - $120K,Blue,50,4,1,3,2800.0,2448,352.0,0.5489999999999999,1433 1148,718861458,Existing Customer,49,M,5,Unknown,Single,$60K - $80K,Blue,36,6,1,2,5159.0,1532,3627.0,0.787,1826 1149,709426608,Existing Customer,56,M,1,Doctorate,Married,$60K - $80K,Blue,46,5,2,4,5248.0,1816,3432.0,0.696,2305 1150,811457058,Existing Customer,51,F,3,Post-Graduate,Married,Less than $40K,Blue,46,5,3,2,5881.0,2005,3876.0,0.659,1931 1151,773073558,Existing Customer,44,F,3,Graduate,Divorced,Less than $40K,Blue,36,6,3,3,1467.0,896,571.0,0.6920000000000001,1731 1152,715937133,Existing Customer,64,F,1,Uneducated,Married,$40K - $60K,Blue,52,6,2,2,4999.0,2299,2700.0,0.716,1601 1153,713480583,Existing Customer,46,F,3,High School,Married,Unknown,Blue,36,5,2,2,4668.0,0,4668.0,0.89,1612 1154,716383683,Existing Customer,39,F,2,Post-Graduate,Unknown,Less than $40K,Blue,36,4,3,4,1438.3,0,1438.3,0.7,1338 1155,713693958,Existing Customer,38,F,1,Uneducated,Single,Less than $40K,Blue,27,6,3,4,8638.0,0,8638.0,0.489,1295 1156,715443708,Existing Customer,53,M,1,Uneducated,Married,$120K +,Blue,45,5,1,3,9343.0,1286,8057.0,0.7120000000000001,1385 1157,770769483,Existing Customer,35,M,2,Post-Graduate,Married,$40K - $60K,Blue,21,3,1,3,2256.0,775,1481.0,0.879,1749 1158,789326808,Existing Customer,26,M,0,College,Single,$60K - $80K,Blue,15,5,1,2,8267.0,1720,6547.0,0.633,1917 1159,712105533,Existing Customer,32,M,2,High School,Single,$40K - $60K,Blue,20,6,3,4,2235.0,1638,597.0,0.912,2905 1160,720674133,Existing Customer,36,M,1,Uneducated,Married,$40K - $60K,Blue,16,5,3,2,3735.0,2027,1708.0,0.79,1672 1161,779216358,Attrited Customer,48,M,2,College,Married,$80K - $120K,Blue,38,2,2,3,2111.0,0,2111.0,0.531,773 1162,717322833,Existing Customer,55,M,2,Unknown,Single,$80K - $120K,Blue,36,5,2,2,10604.0,1988,8616.0,0.644,1578 1163,710279508,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,42,5,3,2,21782.0,1006,20776.0,0.654,1537 1164,712168833,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,36,6,3,3,2133.0,1469,664.0,0.831,1426 1165,780581508,Existing Customer,58,F,1,Doctorate,Single,$40K - $60K,Silver,47,5,2,4,16677.0,1590,15087.0,0.885,1410 1166,711957708,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,4,2717.0,1591,1126.0,1.5959999999999999,2064 1167,778782858,Existing Customer,60,M,1,Graduate,Single,Less than $40K,Blue,48,5,3,3,3980.0,930,3050.0,0.72,4449 1168,712924383,Attrited Customer,55,M,3,Unknown,Single,$60K - $80K,Blue,36,3,2,2,8411.0,979,7432.0,1.0290000000000001,990 1169,709366458,Existing Customer,43,F,3,College,Married,Less than $40K,Blue,36,3,2,4,2227.0,1394,833.0,1.4809999999999999,1972 1170,796990908,Existing Customer,35,M,3,Post-Graduate,Single,$80K - $120K,Silver,29,5,3,2,34516.0,1872,32644.0,1.068,2227 1171,715702758,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,36,4,3,3,1860.0,0,1860.0,0.992,1731 1172,788974608,Existing Customer,48,M,3,Graduate,Unknown,$60K - $80K,Blue,35,5,1,3,2829.0,2342,487.0,0.991,1561 1173,714790008,Existing Customer,38,F,1,Unknown,Single,Less than $40K,Blue,36,3,2,3,3764.0,0,3764.0,0.583,1572 1174,787438983,Existing Customer,43,M,3,College,Single,$40K - $60K,Blue,23,6,2,2,4559.0,1664,2895.0,0.871,1652 1175,713834358,Existing Customer,36,F,2,Post-Graduate,Married,Less than $40K,Blue,25,5,3,4,4701.0,1492,3209.0,0.805,1679 1176,710084883,Existing Customer,34,M,2,College,Married,$80K - $120K,Blue,22,4,2,4,1631.0,0,1631.0,1.893,2962 1177,710736558,Existing Customer,39,F,2,Unknown,Married,Unknown,Blue,36,4,3,4,8096.0,1474,6622.0,0.789,1794 1178,788915283,Existing Customer,43,F,2,College,Single,Less than $40K,Blue,29,5,1,2,2304.0,1589,715.0,0.872,1273 1179,714916758,Existing Customer,48,F,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,2,5210.0,0,5210.0,0.531,1309 1180,789611283,Existing Customer,44,M,4,Graduate,Married,$40K - $60K,Blue,38,5,2,3,5452.0,2091,3361.0,0.813,1347 1181,773288958,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,31,6,3,3,7475.0,1473,6002.0,0.775,1592 1182,811721133,Existing Customer,62,M,1,High School,Married,$40K - $60K,Blue,56,5,3,3,2359.0,1242,1117.0,1.043,2021 1183,813961233,Existing Customer,30,M,0,Unknown,Single,$80K - $120K,Blue,25,5,2,2,4237.0,1676,2561.0,0.7859999999999999,2465 1184,783020958,Existing Customer,39,M,3,Unknown,Married,$80K - $120K,Blue,33,6,6,4,18582.0,794,17788.0,0.7170000000000001,1836 1185,715764483,Existing Customer,53,F,3,High School,Unknown,Less than $40K,Blue,37,3,2,4,7202.0,974,6228.0,0.517,1397 1186,798110358,Existing Customer,64,F,1,High School,Married,$40K - $60K,Blue,56,4,2,4,1438.3,0,1438.3,0.693,1417 1187,715745508,Existing Customer,51,F,4,Graduate,Single,Unknown,Blue,34,3,1,2,11221.0,1279,9942.0,1.1159999999999999,1564 1188,714350658,Existing Customer,32,M,1,Graduate,Single,Unknown,Blue,26,6,3,4,18889.0,1880,17009.0,0.7020000000000001,2979 1189,826478958,Existing Customer,52,M,1,College,Married,$80K - $120K,Blue,48,4,3,3,2066.0,1601,465.0,0.742,1578 1190,719127558,Existing Customer,43,M,2,High School,Divorced,$80K - $120K,Blue,31,6,2,4,34516.0,1075,33441.0,0.727,3015 1191,712454958,Existing Customer,40,M,5,Graduate,Single,$60K - $80K,Blue,27,6,1,2,2742.0,1416,1326.0,0.7609999999999999,1539 1192,718561458,Existing Customer,54,M,1,High School,Married,$60K - $80K,Blue,36,4,1,4,20050.0,1225,18825.0,0.907,1306 1193,822984108,Existing Customer,34,F,4,High School,Single,Less than $40K,Blue,30,4,1,3,3046.0,2279,767.0,0.611,2330 1194,719469333,Existing Customer,33,F,1,High School,Single,Less than $40K,Blue,25,6,3,4,6193.0,695,5498.0,0.632,2456 1195,720871383,Existing Customer,36,M,2,Graduate,Married,$80K - $120K,Blue,28,5,3,3,5634.0,1996,3638.0,1.589,2366 1196,788827308,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,50,6,2,4,4507.0,1574,2933.0,0.7440000000000001,1793 1197,710180958,Existing Customer,43,M,3,High School,Single,$40K - $60K,Blue,33,5,2,3,3040.0,2517,523.0,0.493,1598 1198,778346283,Existing Customer,53,M,0,Graduate,Married,$120K +,Blue,33,4,3,3,21006.0,1905,19101.0,0.701,1856 1199,787547208,Existing Customer,48,F,3,College,Single,Less than $40K,Blue,38,3,3,4,7326.0,1710,5616.0,1.171,1852 1200,714983283,Attrited Customer,39,F,3,High School,Single,Less than $40K,Blue,36,6,1,3,3651.0,0,3651.0,0.977,862 1201,789344358,Existing Customer,57,F,1,Unknown,Married,Less than $40K,Blue,47,4,1,3,3416.0,2468,948.0,0.598,1536 1202,710406633,Attrited Customer,51,F,3,Uneducated,Married,Unknown,Blue,36,3,3,2,3664.0,0,3664.0,0.8390000000000001,1168 1203,767653233,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,42,6,1,3,6085.0,930,5155.0,1.307,3154 1204,719461008,Existing Customer,51,M,2,High School,Married,$60K - $80K,Blue,38,5,3,2,22332.0,1748,20584.0,0.841,1318 1205,789731433,Existing Customer,26,F,0,Unknown,Single,Less than $40K,Blue,13,4,2,4,2063.0,1390,673.0,0.877,2602 1206,775198608,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,32,5,3,3,4429.0,0,4429.0,1.065,1970 1207,717567333,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,26,6,3,2,3991.0,1982,2009.0,0.748,1661 1208,772794108,Existing Customer,46,F,3,Doctorate,Single,Less than $40K,Blue,36,5,1,4,2201.0,651,1550.0,0.825,3165 1209,712072908,Existing Customer,48,M,4,College,Single,$80K - $120K,Blue,36,4,3,2,2852.0,736,2116.0,0.386,1382 1210,709328733,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,37,6,3,3,9723.0,2459,7264.0,0.444,1258 1211,788107683,Existing Customer,35,M,4,High School,Married,$40K - $60K,Blue,27,6,2,3,5325.0,1318,4007.0,1.045,1814 1212,713757633,Existing Customer,65,F,0,Unknown,Married,$40K - $60K,Blue,56,3,2,4,7427.0,1303,6124.0,0.61,1596 1213,713279808,Existing Customer,53,M,2,Unknown,Married,$60K - $80K,Blue,36,6,3,3,5619.0,1310,4309.0,1.276,1816 1214,712440483,Existing Customer,54,F,2,Uneducated,Married,Less than $40K,Blue,44,3,1,3,5413.0,1836,3577.0,0.7659999999999999,1164 1215,715078383,Existing Customer,64,F,0,Graduate,Married,Unknown,Blue,36,3,1,3,7646.0,1010,6636.0,0.42100000000000004,1667 1216,709214358,Existing Customer,39,F,3,Graduate,Divorced,Unknown,Blue,30,3,3,2,2420.0,1422,998.0,0.731,1362 1217,778399008,Existing Customer,50,M,0,High School,Married,$80K - $120K,Blue,30,3,4,2,4252.0,0,4252.0,0.478,1598 1218,811534983,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,5,2,4,2031.0,1069,962.0,0.87,1943 1219,719728383,Existing Customer,38,F,4,Graduate,Married,Unknown,Blue,28,4,1,2,6861.0,1598,5263.0,2.103,2228 1220,718726833,Existing Customer,39,M,1,High School,Married,$80K - $120K,Blue,28,4,2,4,3327.0,0,3327.0,1.089,1665 1221,780605508,Existing Customer,53,M,1,Unknown,Married,$40K - $60K,Blue,41,5,1,3,2885.0,1433,1452.0,1.0170000000000001,1170 1222,719450508,Existing Customer,53,M,2,High School,Married,$120K +,Blue,41,4,3,3,7272.0,2037,5235.0,0.795,2333 1223,711213108,Existing Customer,32,M,1,College,Divorced,$80K - $120K,Blue,36,5,3,4,34516.0,0,34516.0,0.845,2305 1224,708488208,Existing Customer,57,F,3,Uneducated,Married,Less than $40K,Blue,47,5,3,3,2515.0,1922,593.0,1.181,2231 1225,717206508,Existing Customer,65,F,0,High School,Married,Less than $40K,Blue,36,3,2,2,2798.0,1806,992.0,0.765,1543 1226,821836008,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,53,5,2,4,34516.0,2099,32417.0,0.629,1233 1227,807244983,Existing Customer,65,F,0,College,Married,Less than $40K,Blue,56,6,1,2,1438.3,680,758.3,0.512,2283 1228,821872758,Existing Customer,65,M,0,High School,Single,Less than $40K,Silver,56,4,2,4,12609.0,2517,10092.0,0.833,2121 1229,809959683,Existing Customer,55,M,2,College,Married,$80K - $120K,Blue,50,4,2,4,19159.0,2108,17051.0,0.69,1813 1230,715079208,Existing Customer,54,M,1,College,Married,$80K - $120K,Blue,42,4,1,4,9642.0,2517,7125.0,0.614,1401 1231,767049258,Existing Customer,44,M,4,High School,Single,$120K +,Blue,37,5,3,3,8396.0,1672,6724.0,0.602,1475 1232,709579383,Existing Customer,58,M,1,Uneducated,Married,$80K - $120K,Blue,50,5,3,2,6978.0,1148,5830.0,1.645,1362 1233,781923483,Existing Customer,53,F,1,College,Married,$40K - $60K,Blue,47,3,3,4,2459.0,1733,726.0,1.216,2309 1234,718654533,Existing Customer,33,F,1,High School,Single,Less than $40K,Silver,24,5,2,2,12956.0,0,12956.0,1.053,2492 1235,716169258,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,39,3,3,4,7128.0,1560,5568.0,0.573,1468 1236,713908683,Existing Customer,51,M,1,Unknown,Single,$80K - $120K,Blue,41,6,2,2,18749.0,1314,17435.0,0.711,1381 1237,708212658,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,18,6,3,2,2193.0,1260,933.0,0.8859999999999999,1799 1238,756013833,Existing Customer,57,M,3,Doctorate,Married,$80K - $120K,Blue,50,3,2,3,4522.0,1861,2661.0,0.9570000000000001,1806 1239,719358333,Existing Customer,36,M,4,Uneducated,Married,$40K - $60K,Blue,28,3,1,4,2157.0,574,1583.0,0.825,1663 1240,713735508,Existing Customer,35,M,3,Uneducated,Married,$80K - $120K,Blue,25,3,1,2,11927.0,675,11252.0,0.574,1986 1241,805259733,Existing Customer,55,F,2,Unknown,Married,Unknown,Blue,50,6,1,4,11341.0,0,11341.0,0.41200000000000003,1731 1242,738749733,Existing Customer,57,F,4,Doctorate,Married,Unknown,Blue,47,4,3,3,7345.0,1814,5531.0,0.47200000000000003,1390 1243,814833408,Existing Customer,56,M,2,Doctorate,Married,$60K - $80K,Blue,51,3,3,4,6036.0,1409,4627.0,0.56,1741 1244,719182308,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,27,6,1,3,2096.0,1567,529.0,0.778,1559 1245,818497758,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,4,1,3,1906.0,1271,635.0,0.574,1343 1246,719518308,Existing Customer,48,M,2,Unknown,Unknown,$80K - $120K,Blue,35,5,2,4,5039.0,0,5039.0,0.757,1390 1247,709991883,Attrited Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,42,2,1,2,6214.0,1147,5067.0,0.861,938 1248,770901258,Existing Customer,30,F,1,Graduate,Married,Less than $40K,Blue,17,3,1,3,1512.0,810,702.0,1.294,2558 1249,711499158,Existing Customer,47,M,2,Uneducated,Married,$80K - $120K,Silver,38,4,3,4,34516.0,733,33783.0,1.229,3018 1250,720445533,Existing Customer,60,F,1,College,Married,Less than $40K,Blue,53,4,3,3,3346.0,922,2424.0,0.9129999999999999,1276 1251,809951133,Attrited Customer,54,M,3,College,Single,$120K +,Blue,49,3,2,3,34516.0,0,34516.0,1.203,2115 1252,714657108,Existing Customer,37,F,2,Uneducated,Married,Less than $40K,Blue,28,5,2,4,6660.0,1362,5298.0,1.36,2660 1253,789048858,Existing Customer,32,F,1,Post-Graduate,Married,Less than $40K,Blue,20,5,2,3,2234.0,1865,369.0,0.732,2115 1254,771816408,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,33,5,4,2,9671.0,704,8967.0,0.6990000000000001,2955 1255,798158808,Existing Customer,53,F,1,College,Single,$40K - $60K,Blue,47,5,3,2,6605.0,1479,5126.0,0.7390000000000001,2017 1256,787685658,Existing Customer,43,M,2,High School,Divorced,$80K - $120K,Blue,33,4,3,2,3083.0,1898,1185.0,1.042,1448 1257,720141408,Attrited Customer,49,F,2,Graduate,Single,Less than $40K,Blue,31,5,1,2,5456.0,951,4505.0,0.737,1096 1258,788699808,Existing Customer,38,F,4,Unknown,Single,Unknown,Blue,14,4,1,2,4394.0,0,4394.0,0.889,1538 1259,708216108,Existing Customer,56,F,1,College,Married,$40K - $60K,Blue,44,5,1,4,4088.0,1557,2531.0,1.248,2250 1260,715074258,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,36,5,3,3,3930.0,0,3930.0,0.758,2067 1261,771653583,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,46,3,2,4,4188.0,1147,3041.0,1.042,1276 1262,717374358,Existing Customer,33,M,1,Unknown,Married,$60K - $80K,Blue,22,3,3,0,3637.0,1998,1639.0,1.412,2161 1263,720836808,Existing Customer,35,M,3,High School,Single,$80K - $120K,Blue,28,4,2,2,11521.0,1147,10374.0,1.023,2260 1264,818701383,Existing Customer,37,M,3,High School,Married,$60K - $80K,Blue,32,6,2,2,2253.0,1667,586.0,0.884,1641 1265,717277833,Existing Customer,27,F,1,Graduate,Single,Unknown,Blue,13,6,2,4,2339.0,2080,259.0,1.067,2294 1266,778137108,Existing Customer,43,M,4,High School,Single,$80K - $120K,Blue,37,6,1,2,30503.0,2517,27986.0,0.462,1860 1267,720973833,Existing Customer,49,M,2,Graduate,Divorced,$60K - $80K,Blue,36,5,3,2,4596.0,0,4596.0,0.93,2872 1268,768490458,Attrited Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,43,1,3,3,5701.0,2517,3184.0,0.716,961 1269,751487358,Existing Customer,39,F,3,Graduate,Married,Less than $40K,Blue,32,5,6,3,3221.0,0,3221.0,0.6779999999999999,1765 1270,712742808,Existing Customer,41,F,3,Uneducated,Married,Less than $40K,Blue,29,5,3,3,3022.0,1142,1880.0,0.40299999999999997,1184 1271,712820208,Existing Customer,32,F,0,High School,Divorced,Less than $40K,Blue,36,5,2,4,2699.0,1609,1090.0,0.893,2141 1272,794649858,Existing Customer,58,F,1,Uneducated,Married,Less than $40K,Blue,39,3,3,3,2210.0,1624,586.0,0.627,1287 1273,755262933,Existing Customer,56,M,2,Post-Graduate,Married,$60K - $80K,Blue,49,5,3,4,1438.3,0,1438.3,0.77,1446 1274,709541433,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,36,3,3,4,2041.0,1687,354.0,0.677,1555 1275,820622433,Existing Customer,39,M,1,High School,Married,$120K +,Blue,34,4,2,2,3250.0,1698,1552.0,0.767,2006 1276,712586583,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,13,6,3,4,1643.0,1101,542.0,0.713,2152 1277,709816158,Existing Customer,31,F,1,Unknown,Single,Unknown,Silver,36,4,3,2,34516.0,0,34516.0,0.7909999999999999,2183 1278,712196508,Attrited Customer,46,F,3,High School,Single,Unknown,Blue,34,4,3,3,29543.0,1164,28379.0,0.7170000000000001,1015 1279,767269908,Existing Customer,36,M,2,College,Married,$120K +,Blue,29,6,3,2,3158.0,0,3158.0,1.209,2973 1280,710927733,Existing Customer,39,M,1,Unknown,Married,$80K - $120K,Blue,36,6,2,3,2899.0,1999,900.0,0.8320000000000001,1687 1281,711310908,Existing Customer,53,F,4,College,Married,Less than $40K,Blue,36,4,1,3,2972.0,2160,812.0,0.956,2552 1282,788862333,Existing Customer,38,F,3,Uneducated,Married,Less than $40K,Blue,23,6,2,2,5645.0,0,5645.0,1.05,1527 1283,713194608,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2463.0,1751,712.0,0.8540000000000001,2171 1284,793550958,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,41,5,3,4,1438.3,0,1438.3,0.8,1501 1285,712607583,Existing Customer,56,M,1,College,Divorced,$80K - $120K,Blue,36,3,3,3,34516.0,1477,33039.0,1.234,2395 1286,713921058,Existing Customer,55,F,3,High School,Married,Less than $40K,Blue,48,6,2,2,2897.0,1601,1296.0,0.878,1337 1287,709183683,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,36,4,2,0,5391.0,0,5391.0,1.075,1971 1288,713407458,Existing Customer,62,F,0,Graduate,Single,Unknown,Blue,36,5,2,4,2870.0,2284,586.0,0.6609999999999999,3946 1289,715241583,Existing Customer,34,M,3,High School,Married,$120K +,Blue,25,3,2,4,23959.0,2517,21442.0,0.9259999999999999,1870 1290,710475408,Existing Customer,33,M,3,High School,Married,$60K - $80K,Blue,25,5,2,2,14918.0,2028,12890.0,1.3419999999999999,2171 1291,708971583,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,29,3,3,2,3590.0,1924,1666.0,0.573,1472 1292,714547458,Existing Customer,65,M,0,Graduate,Married,$40K - $60K,Blue,56,3,3,2,2297.0,0,2297.0,0.511,1941 1293,827631483,Existing Customer,57,M,1,High School,Married,$80K - $120K,Blue,53,3,2,4,25058.0,1710,23348.0,0.613,2053 1294,711159108,Attrited Customer,58,F,0,High School,Married,Less than $40K,Blue,36,3,2,2,7418.0,396,7022.0,0.826,911 1295,789262683,Existing Customer,60,M,1,Unknown,Divorced,$40K - $60K,Blue,49,4,3,2,3012.0,0,3012.0,0.5379999999999999,1315 1296,712940508,Existing Customer,39,M,3,Unknown,Single,$40K - $60K,Blue,24,3,1,4,4562.0,1721,2841.0,0.8959999999999999,1896 1297,789733008,Existing Customer,39,F,2,High School,Married,Unknown,Blue,27,6,2,2,10723.0,1529,9194.0,1.426,2938 1298,714703158,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,36,6,2,3,1578.0,760,818.0,0.7090000000000001,2017 1299,710255208,Existing Customer,60,M,0,Uneducated,Married,Less than $40K,Blue,49,4,2,4,2094.0,1560,534.0,0.537,1969 1300,779236083,Existing Customer,37,F,3,High School,Married,Less than $40K,Blue,19,5,1,3,4138.0,0,4138.0,1.168,2420 1301,713438358,Existing Customer,41,F,4,Graduate,Married,Unknown,Blue,30,3,1,2,5417.0,1904,3513.0,0.496,1768 1302,715973583,Existing Customer,56,M,3,Uneducated,Married,$120K +,Blue,36,6,3,3,34516.0,1047,33469.0,0.61,1378 1303,794113758,Existing Customer,60,M,0,High School,Married,$60K - $80K,Blue,54,6,1,2,9592.0,1968,7624.0,0.61,1821 1304,709452633,Existing Customer,56,F,4,High School,Single,Less than $40K,Blue,36,3,1,3,8881.0,2145,6736.0,0.705,2027 1305,788210583,Existing Customer,62,M,0,College,Married,$40K - $60K,Blue,54,3,3,4,1438.3,0,1438.3,0.795,1843 1306,717784983,Existing Customer,41,F,2,Uneducated,Married,Less than $40K,Blue,33,3,3,3,3893.0,1157,2736.0,1.169,1536 1307,786557358,Existing Customer,44,F,1,Unknown,Married,Less than $40K,Blue,38,5,2,4,3242.0,799,2443.0,0.45899999999999996,1424 1308,768460908,Existing Customer,59,M,1,Graduate,Single,$40K - $60K,Blue,53,3,3,3,6035.0,1392,4643.0,0.361,1551 1309,718899708,Existing Customer,55,F,1,College,Married,Unknown,Blue,36,6,3,2,17642.0,1846,15796.0,0.72,2148 1310,714697533,Existing Customer,26,M,1,High School,Single,$60K - $80K,Blue,15,6,3,3,4327.0,0,4327.0,0.624,2344 1311,713206683,Attrited Customer,40,M,4,Graduate,Single,$80K - $120K,Silver,22,3,1,3,34516.0,0,34516.0,0.64,1028 1312,708679383,Existing Customer,44,F,2,Unknown,Unknown,Less than $40K,Blue,32,5,1,3,4852.0,1777,3075.0,0.667,1775 1313,713067033,Existing Customer,37,M,2,Uneducated,Single,Unknown,Blue,28,5,3,3,7147.0,1424,5723.0,0.821,2539 1314,789314133,Existing Customer,37,M,1,High School,Married,$60K - $80K,Blue,27,6,3,3,10320.0,1799,8521.0,0.75,1754 1315,713956308,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,49,4,2,2,3297.0,2297,1000.0,0.7440000000000001,1894 1316,711595833,Existing Customer,46,M,3,College,Married,$60K - $80K,Blue,36,5,2,2,9981.0,807,9174.0,0.655,1456 1317,779521533,Existing Customer,53,M,2,High School,Married,$120K +,Blue,36,5,3,3,3329.0,1092,2237.0,1.466,1978 1318,715225458,Existing Customer,56,F,1,Uneducated,Married,Less than $40K,Blue,36,6,3,4,5991.0,1993,3998.0,0.6729999999999999,1867 1319,716487408,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,30,3,1,3,3235.0,2517,718.0,1.091,1637 1320,719338383,Existing Customer,34,M,2,High School,Married,$120K +,Blue,21,3,3,3,6259.0,1063,5196.0,0.6679999999999999,1836 1321,710523333,Existing Customer,65,M,0,Graduate,Married,Less than $40K,Blue,56,6,3,2,2541.0,1616,925.0,0.41700000000000004,1416 1322,787489083,Existing Customer,55,M,4,Post-Graduate,Married,$80K - $120K,Blue,43,6,2,4,21351.0,2517,18834.0,0.818,1887 1323,720747633,Existing Customer,32,M,1,Unknown,Married,$40K - $60K,Blue,36,3,2,4,8998.0,1471,7527.0,0.8440000000000001,1931 1324,779480658,Existing Customer,58,F,4,Graduate,Married,Unknown,Blue,42,3,3,4,10247.0,1600,8647.0,0.63,1754 1325,711498258,Existing Customer,54,M,3,High School,Married,$120K +,Blue,42,6,3,2,20311.0,1655,18656.0,0.431,1266 1326,709316433,Existing Customer,52,M,2,High School,Single,$60K - $80K,Silver,33,6,1,4,33182.0,1997,31185.0,0.755,1630 1327,778734108,Existing Customer,36,M,3,Uneducated,Married,$60K - $80K,Blue,16,4,5,4,1686.0,1252,434.0,0.575,1758 1328,778388358,Attrited Customer,56,M,3,Graduate,Single,$60K - $80K,Blue,36,2,2,3,4742.0,855,3887.0,0.635,870 1329,716773533,Existing Customer,33,M,3,Graduate,Married,$60K - $80K,Blue,36,5,1,3,1726.0,1215,511.0,1.175,1712 1330,822130683,Existing Customer,61,M,0,Graduate,Married,$80K - $120K,Blue,56,4,2,4,8420.0,1389,7031.0,0.522,1114 1331,717268458,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,49,4,3,4,3352.0,1713,1639.0,0.657,1952 1332,827888433,Existing Customer,43,M,4,Uneducated,Single,$40K - $60K,Blue,39,5,2,2,6648.0,2242,4406.0,0.79,2089 1333,716522583,Existing Customer,48,F,3,College,Divorced,Less than $40K,Blue,36,4,3,3,2335.0,1845,490.0,0.537,1362 1334,789415983,Existing Customer,36,M,3,Graduate,Married,$60K - $80K,Blue,27,4,3,2,12397.0,1001,11396.0,0.7559999999999999,1888 1335,719819958,Existing Customer,34,M,2,Uneducated,Married,$40K - $60K,Blue,26,5,1,4,1438.3,708,730.3,1.212,2243 1336,769579608,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,46,3,6,4,2240.0,1601,639.0,0.833,3795 1337,772353408,Existing Customer,43,F,5,Unknown,Single,$40K - $60K,Blue,33,4,3,4,5330.0,1161,4169.0,0.5579999999999999,1441 1338,716615583,Existing Customer,61,F,1,High School,Married,Less than $40K,Blue,51,3,3,3,1795.0,794,1001.0,0.953,1834 1339,781131483,Existing Customer,55,M,2,High School,Married,$80K - $120K,Blue,47,3,1,4,5741.0,1894,3847.0,1.111,2170 1340,719101908,Existing Customer,51,F,1,Graduate,Married,Unknown,Blue,39,4,3,3,2002.0,1248,754.0,0.502,1585 1341,720521808,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,19,6,3,2,25662.0,1515,24147.0,0.556,1484 1342,718136283,Existing Customer,52,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,1,4,22103.0,1515,20588.0,0.506,1541 1343,778855383,Existing Customer,36,F,5,High School,Married,Less than $40K,Blue,17,3,1,3,1438.3,0,1438.3,1.028,1975 1344,779722308,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,30,5,2,2,12355.0,0,12355.0,0.912,1044 1345,818926833,Existing Customer,34,F,3,College,Married,$40K - $60K,Blue,29,4,1,2,2000.0,0,2000.0,0.782,1944 1346,721217283,Existing Customer,27,M,0,Graduate,Single,$120K +,Blue,17,6,2,2,8713.0,1354,7359.0,0.5579999999999999,2094 1347,717167283,Existing Customer,49,F,5,Unknown,Divorced,Less than $40K,Blue,36,4,1,4,9165.0,0,9165.0,0.597,1846 1348,713371233,Existing Customer,43,F,1,Graduate,Married,Less than $40K,Silver,31,5,1,2,11583.0,631,10952.0,0.7140000000000001,3320 1349,778426608,Existing Customer,52,M,4,Graduate,Married,$80K - $120K,Blue,32,4,3,3,1438.3,702,736.3,0.805,1805 1350,713823033,Attrited Customer,31,F,2,Unknown,Married,Unknown,Blue,20,3,1,2,8149.0,0,8149.0,0.331,808 1351,787515333,Attrited Customer,40,M,3,Uneducated,Married,$80K - $120K,Blue,29,3,2,3,3616.0,1151,2465.0,0.687,820 1352,710944608,Existing Customer,39,M,3,Graduate,Unknown,$80K - $120K,Blue,31,6,2,4,8434.0,2222,6212.0,0.691,1414 1353,718444233,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,25,3,3,2,9791.0,1311,8480.0,0.7040000000000001,1649 1354,771099183,Existing Customer,37,F,2,Graduate,Single,Less than $40K,Blue,24,5,2,3,8444.0,1945,6499.0,0.703,2497 1355,770241333,Existing Customer,49,F,4,Graduate,Divorced,Less than $40K,Blue,43,3,1,4,2228.0,1003,1225.0,1.119,2104 1356,710819733,Attrited Customer,56,M,3,Graduate,Married,$120K +,Blue,36,5,1,1,12211.0,0,12211.0,0.642,903 1357,772155108,Existing Customer,62,F,0,High School,Married,Less than $40K,Blue,51,6,3,4,1438.3,0,1438.3,0.7020000000000001,1445 1358,798796233,Existing Customer,37,F,3,High School,Married,$40K - $60K,Blue,31,5,3,3,1586.0,1038,548.0,0.973,1724 1359,815472108,Existing Customer,42,M,3,High School,Single,$40K - $60K,Blue,37,3,3,3,2247.0,1045,1202.0,0.9520000000000001,1300 1360,769145733,Existing Customer,36,M,3,Graduate,Single,$60K - $80K,Blue,30,3,4,3,2789.0,1584,1205.0,0.996,2688 1361,783364233,Existing Customer,59,M,0,Graduate,Married,$40K - $60K,Blue,53,3,2,3,4241.0,0,4241.0,0.607,1798 1362,772236108,Existing Customer,40,F,1,Graduate,Married,Unknown,Blue,29,5,1,3,8398.0,1892,6506.0,0.861,1489 1363,715640358,Existing Customer,43,M,3,High School,Single,$40K - $60K,Blue,36,6,3,3,4112.0,768,3344.0,0.413,1334 1364,713529858,Existing Customer,29,M,2,Graduate,Divorced,$40K - $60K,Silver,22,6,2,3,15578.0,1383,14195.0,0.794,2492 1365,715684308,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,36,6,2,2,4008.0,1636,2372.0,0.637,1395 1366,709451508,Existing Customer,63,F,1,High School,Married,Unknown,Blue,50,6,1,3,12766.0,0,12766.0,0.6679999999999999,1191 1367,709204158,Existing Customer,36,F,2,Post-Graduate,Single,Less than $40K,Blue,24,5,2,4,3438.0,1129,2309.0,0.605,2331 1368,713182458,Existing Customer,53,M,4,High School,Married,$80K - $120K,Blue,43,3,1,2,16692.0,2446,14246.0,0.853,1288 1369,710624658,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,36,4,2,2,4066.0,1639,2427.0,1.749,3040 1370,716355783,Existing Customer,36,M,3,Unknown,Married,$60K - $80K,Blue,30,5,2,3,13080.0,0,13080.0,0.685,1999 1371,716793108,Existing Customer,26,M,0,College,Single,Less than $40K,Blue,36,4,1,2,1934.0,1070,864.0,0.44799999999999995,2334 1372,716162583,Existing Customer,45,F,0,Unknown,Single,Less than $40K,Blue,36,6,2,3,3230.0,2517,713.0,0.615,1931 1373,714051033,Existing Customer,55,F,0,Graduate,Married,Less than $40K,Blue,36,6,2,4,3615.0,1699,1916.0,0.5760000000000001,1967 1374,715007583,Existing Customer,61,F,0,Unknown,Unknown,Unknown,Blue,36,4,2,2,1801.0,0,1801.0,1.234,3193 1375,719139558,Existing Customer,26,M,0,Uneducated,Single,Less than $40K,Blue,36,4,3,4,2665.0,1567,1098.0,0.586,2514 1376,794632308,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Silver,25,5,3,2,28822.0,2517,26305.0,0.49200000000000005,1504 1377,770662383,Existing Customer,38,M,2,Graduate,Single,$40K - $60K,Blue,24,6,3,2,14632.0,1158,13474.0,0.501,1399 1378,714787383,Existing Customer,32,F,0,College,Married,Unknown,Blue,36,5,3,3,6715.0,1314,5401.0,0.987,1731 1379,714700158,Existing Customer,53,M,2,Unknown,Married,$60K - $80K,Blue,46,3,2,3,6658.0,1761,4897.0,0.489,1309 1380,710581758,Existing Customer,52,F,2,Graduate,Single,$40K - $60K,Blue,44,6,2,3,3360.0,1219,2141.0,0.41200000000000003,1309 1381,720497958,Existing Customer,29,M,1,Graduate,Married,$80K - $120K,Blue,14,5,3,2,14853.0,0,14853.0,1.025,1800 1382,720920058,Existing Customer,38,M,2,Graduate,Married,$60K - $80K,Blue,25,3,3,4,4800.0,1212,3588.0,1.254,2935 1383,710872233,Existing Customer,27,M,0,Unknown,Single,$40K - $60K,Blue,17,5,1,2,4610.0,0,4610.0,0.794,2280 1384,709855608,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,36,3,3,4,1438.3,981,457.3,0.6629999999999999,1114 1385,815484783,Existing Customer,57,M,0,Uneducated,Single,$60K - $80K,Blue,42,6,4,3,8377.0,1211,7166.0,0.813,1797 1386,771602883,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,30,4,5,4,4147.0,1719,2428.0,0.875,1776 1387,755953308,Existing Customer,62,F,0,Post-Graduate,Married,$40K - $60K,Blue,55,6,1,4,2644.0,2207,437.0,0.866,1194 1388,758408883,Existing Customer,37,F,1,Graduate,Unknown,$40K - $60K,Blue,30,5,3,4,13355.0,1631,11724.0,1.113,1921 1389,717940008,Existing Customer,57,F,2,Unknown,Divorced,$40K - $60K,Blue,36,5,2,2,3251.0,1887,1364.0,1.0070000000000001,3228 1390,720917808,Existing Customer,35,M,2,High School,Single,$40K - $60K,Blue,36,5,3,4,2100.0,950,1150.0,0.764,2623 1391,812801958,Existing Customer,55,F,1,Unknown,Married,Less than $40K,Blue,50,5,3,4,3566.0,1401,2165.0,0.903,2425 1392,714997683,Existing Customer,56,F,4,Graduate,Married,Unknown,Blue,49,5,1,3,14915.0,1111,13804.0,0.846,1388 1393,709379283,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,27,3,1,4,13003.0,0,13003.0,0.877,1697 1394,711840408,Existing Customer,64,M,0,College,Married,Less than $40K,Blue,55,5,3,4,2492.0,1424,1068.0,0.485,1375 1395,785328408,Existing Customer,37,F,4,Graduate,Married,Less than $40K,Blue,31,5,2,3,1758.0,1180,578.0,0.7440000000000001,2013 1396,719873808,Existing Customer,34,M,1,College,Married,$60K - $80K,Blue,23,3,2,2,5510.0,1604,3906.0,0.551,1995 1397,715528983,Existing Customer,46,M,5,Uneducated,Divorced,$60K - $80K,Blue,36,3,1,2,17196.0,1646,15550.0,0.542,1466 1398,720254883,Existing Customer,65,F,0,High School,Married,$40K - $60K,Blue,46,6,1,3,5877.0,1697,4180.0,1.058,2494 1399,811980858,Existing Customer,36,M,0,Graduate,Married,$60K - $80K,Blue,31,5,1,2,7667.0,0,7667.0,0.632,1501 1400,711330408,Existing Customer,35,F,2,College,Married,$40K - $60K,Blue,24,4,1,3,2939.0,1865,1074.0,0.932,2077 1401,718465458,Existing Customer,49,M,1,Unknown,Single,$80K - $120K,Blue,31,6,1,4,5898.0,1348,4550.0,0.64,1002 1402,710616183,Existing Customer,46,F,3,Uneducated,Single,Unknown,Blue,33,5,3,4,19995.0,0,19995.0,0.65,1879 1403,714580158,Existing Customer,26,M,0,Post-Graduate,Married,$40K - $60K,Blue,36,6,1,4,2773.0,2080,693.0,0.695,3567 1404,710798883,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,44,4,2,4,3323.0,2310,1013.0,0.7490000000000001,1599 1405,720511608,Existing Customer,38,F,0,Graduate,Married,Unknown,Blue,28,5,3,3,16049.0,799,15250.0,0.777,1989 1406,708913233,Existing Customer,37,M,1,High School,Married,$40K - $60K,Blue,28,3,4,2,3601.0,1236,2365.0,0.726,1802 1407,788038383,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,25,3,2,2,2307.0,1385,922.0,1.515,2440 1408,719905908,Existing Customer,59,M,1,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,3742.0,1175,2567.0,0.514,1505 1409,807044958,Existing Customer,34,M,3,High School,Married,$40K - $60K,Blue,29,6,3,3,2937.0,869,2068.0,1.493,2171 1410,719514783,Existing Customer,39,F,3,Post-Graduate,Unknown,Unknown,Blue,26,6,1,4,3209.0,2517,692.0,0.431,1292 1411,787643658,Existing Customer,59,M,0,Graduate,Married,$60K - $80K,Blue,53,6,1,4,12554.0,2169,10385.0,0.529,1422 1412,779138883,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Blue,34,6,3,4,4702.0,0,4702.0,0.578,1673 1413,708173433,Existing Customer,26,F,1,Unknown,Single,$40K - $60K,Blue,14,4,2,4,5645.0,2324,3321.0,0.655,2482 1414,778401033,Existing Customer,32,M,0,High School,Married,$60K - $80K,Blue,13,3,3,4,14308.0,1889,12419.0,1.053,1659 1415,818375733,Attrited Customer,51,F,2,College,Married,$40K - $60K,Blue,46,3,1,3,4882.0,695,4187.0,0.508,1544 1416,711048783,Existing Customer,41,M,4,Doctorate,Married,$80K - $120K,Blue,29,3,3,3,33405.0,0,33405.0,0.535,1345 1417,721415658,Existing Customer,39,F,1,Graduate,Married,$40K - $60K,Blue,27,3,1,2,2700.0,2220,480.0,1.595,2901 1418,717961458,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,37,5,1,4,2934.0,2381,553.0,0.762,3396 1419,718563483,Existing Customer,30,M,2,Unknown,Divorced,$120K +,Blue,14,3,2,3,1548.0,0,1548.0,0.828,2611 1420,717128283,Existing Customer,40,F,3,High School,Unknown,Less than $40K,Blue,36,5,2,2,5525.0,2409,3116.0,0.929,2305 1421,718068933,Existing Customer,36,F,3,Uneducated,Single,Less than $40K,Blue,36,5,2,4,5750.0,1521,4229.0,0.8370000000000001,2155 1422,718623783,Existing Customer,56,M,2,College,Married,$120K +,Blue,36,6,3,2,27157.0,1547,25610.0,0.48700000000000004,1535 1423,716565258,Existing Customer,37,M,3,Doctorate,Single,$80K - $120K,Blue,36,5,2,4,12830.0,0,12830.0,0.774,2526 1424,712505658,Existing Customer,51,F,4,Unknown,Single,Less than $40K,Blue,41,3,1,3,5530.0,1999,3531.0,1.018,1766 1425,792565908,Existing Customer,36,F,2,Uneducated,Single,Less than $40K,Blue,30,6,2,3,2684.0,1474,1210.0,1.042,2346 1426,709267308,Existing Customer,62,M,1,Graduate,Married,$80K - $120K,Blue,49,3,1,2,2437.0,1400,1037.0,0.779,1651 1427,710035008,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,24,3,2,4,3827.0,1397,2430.0,0.88,2491 1428,790082508,Existing Customer,42,M,4,High School,Single,$120K +,Blue,35,5,2,2,34516.0,1658,32858.0,1.095,2935 1429,716866308,Existing Customer,38,M,2,High School,Married,$60K - $80K,Blue,33,6,3,4,5940.0,1101,4839.0,0.9420000000000001,1872 1430,709707033,Attrited Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,32,2,3,2,13162.0,0,13162.0,0.512,1424 1431,718346658,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,37,3,2,4,1963.0,1357,606.0,0.6890000000000001,1861 1432,824157858,Existing Customer,58,M,3,Graduate,Married,$80K - $120K,Blue,54,4,3,3,18713.0,1022,17691.0,0.682,1524 1433,709735008,Existing Customer,35,M,2,High School,Married,$80K - $120K,Blue,22,3,1,4,3023.0,1435,1588.0,0.62,1920 1434,814593858,Existing Customer,58,M,3,High School,Single,$120K +,Blue,53,4,1,2,6103.0,1798,4305.0,0.705,1468 1435,718416858,Existing Customer,42,M,5,Graduate,Married,$60K - $80K,Blue,34,3,3,3,10607.0,2517,8090.0,1.197,1903 1436,710307933,Existing Customer,32,F,0,College,Single,Less than $40K,Blue,24,3,3,4,2917.0,2517,400.0,0.833,2471 1437,715870758,Existing Customer,35,M,4,Graduate,Married,$120K +,Blue,30,4,3,4,34516.0,1018,33498.0,1.129,2350 1438,713819283,Existing Customer,51,M,1,Uneducated,Married,$80K - $120K,Blue,42,6,2,2,25197.0,2517,22680.0,0.721,3002 1439,710424408,Existing Customer,63,M,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,2743.0,1815,928.0,0.5670000000000001,1210 1440,709493283,Existing Customer,42,M,2,Unknown,Single,$120K +,Blue,32,5,2,4,4111.0,1233,2878.0,0.478,1289 1441,712489158,Existing Customer,36,F,0,Uneducated,Single,Unknown,Blue,18,5,3,2,3667.0,948,2719.0,0.6409999999999999,2781 1442,719013108,Existing Customer,42,M,3,Graduate,Divorced,$40K - $60K,Blue,33,4,2,4,3178.0,1800,1378.0,0.89,4605 1443,721178583,Attrited Customer,37,F,3,Graduate,Unknown,Unknown,Blue,22,2,3,2,5674.0,0,5674.0,0.9059999999999999,1096 1444,717769008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,36,5,3,4,11444.0,1278,10166.0,1.31,2493 1445,709986633,Existing Customer,29,M,1,High School,Married,$40K - $60K,Blue,36,3,1,3,1438.3,0,1438.3,0.742,2144 1446,721062408,Existing Customer,54,M,2,Uneducated,Divorced,$40K - $60K,Blue,34,4,3,4,6387.0,1597,4790.0,0.6890000000000001,1294 1447,771349458,Existing Customer,33,M,2,Graduate,Married,$40K - $60K,Blue,20,4,3,3,5657.0,1792,3865.0,0.904,1914 1448,780557658,Existing Customer,63,F,0,Uneducated,Married,Unknown,Blue,54,5,3,2,11827.0,0,11827.0,0.9209999999999999,1395 1449,771441558,Existing Customer,49,M,2,Post-Graduate,Married,$60K - $80K,Blue,37,5,3,3,2608.0,1589,1019.0,0.982,2073 1450,756409758,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,37,4,5,4,3203.0,2076,1127.0,0.5429999999999999,1433 1451,720009558,Existing Customer,33,F,2,College,Single,Unknown,Gold,36,3,1,3,34516.0,1540,32976.0,1.038,2574 1452,778885158,Existing Customer,57,M,3,Uneducated,Married,$80K - $120K,Blue,38,5,3,3,2472.0,2457,15.0,0.693,1392 1453,715543908,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,43,4,3,3,2147.0,1173,974.0,0.653,1352 1454,717591483,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,44,4,1,3,3416.0,2044,1372.0,0.9940000000000001,1924 1455,715042608,Existing Customer,39,F,2,Doctorate,Married,Unknown,Blue,36,5,2,4,8058.0,791,7267.0,1.787,2742 1456,755959683,Existing Customer,50,F,5,Unknown,Unknown,Unknown,Blue,43,5,1,2,3410.0,2281,1129.0,0.518,1296 1457,715367058,Existing Customer,43,M,3,College,Unknown,$60K - $80K,Blue,37,5,2,3,19044.0,0,19044.0,0.721,1780 1458,714573258,Existing Customer,36,M,2,Post-Graduate,Single,$60K - $80K,Blue,30,4,2,4,1606.0,798,808.0,0.59,2229 1459,712281183,Existing Customer,55,M,4,Graduate,Married,$120K +,Blue,36,4,2,2,24336.0,856,23480.0,0.45899999999999996,1425 1460,717670758,Existing Customer,30,F,1,Graduate,Single,Less than $40K,Blue,20,5,2,3,5030.0,1327,3703.0,0.8029999999999999,2523 1461,720666333,Existing Customer,36,M,3,Unknown,Married,$120K +,Blue,24,6,3,2,24577.0,0,24577.0,0.75,1897 1462,771556308,Existing Customer,26,F,0,High School,Single,Less than $40K,Blue,13,6,3,4,3517.0,1195,2322.0,0.556,2255 1463,708931908,Existing Customer,48,M,3,High School,Single,$40K - $60K,Blue,36,3,2,3,7400.0,636,6764.0,0.972,1568 1464,718894233,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,36,6,2,4,2956.0,1391,1565.0,0.698,2116 1465,771544533,Attrited Customer,42,F,5,High School,Married,Unknown,Blue,30,3,1,4,3578.0,0,3578.0,0.759,1015 1466,708927108,Attrited Customer,53,M,2,Graduate,Married,$120K +,Blue,36,1,3,2,12778.0,507,12271.0,0.9670000000000001,1133 1467,717831783,Existing Customer,58,F,2,Uneducated,Married,Less than $40K,Blue,45,3,3,4,1942.0,1536,406.0,0.615,1371 1468,709288383,Existing Customer,32,M,2,Graduate,Divorced,$80K - $120K,Blue,26,5,1,3,29961.0,789,29172.0,0.833,2337 1469,710813733,Existing Customer,48,M,4,Uneducated,Married,$60K - $80K,Silver,35,5,3,4,33791.0,0,33791.0,0.7120000000000001,1546 1470,721084833,Existing Customer,48,M,5,High School,Married,$40K - $60K,Silver,34,5,0,2,17657.0,2018,15639.0,0.55,1682 1471,711258108,Existing Customer,54,M,1,College,Married,$120K +,Blue,44,4,3,2,2821.0,2415,406.0,0.441,1419 1472,710149008,Existing Customer,59,M,0,High School,Married,Less than $40K,Blue,47,6,3,4,1479.0,787,692.0,0.865,2139 1473,711902058,Existing Customer,35,M,2,Graduate,Married,$60K - $80K,Blue,36,3,3,2,1438.3,0,1438.3,1.6230000000000002,2492 1474,716757033,Existing Customer,37,M,4,Post-Graduate,Married,$40K - $60K,Blue,27,5,1,4,6859.0,1766,5093.0,1.186,3045 1475,712688433,Existing Customer,36,M,3,High School,Divorced,$120K +,Blue,36,3,2,3,3404.0,1568,1836.0,1.055,2406 1476,713203908,Existing Customer,26,M,0,Uneducated,Single,$40K - $60K,Blue,15,4,1,3,2158.0,1695,463.0,0.7659999999999999,1833 1477,711772008,Attrited Customer,35,F,3,Graduate,Single,Less than $40K,Blue,22,1,2,1,1890.0,666,1224.0,0.691,1483 1478,708799983,Attrited Customer,40,M,1,Post-Graduate,Married,$60K - $80K,Blue,36,6,3,4,18386.0,890,17496.0,0.361,1698 1479,778882758,Existing Customer,55,F,2,Unknown,Married,Unknown,Blue,36,5,5,4,3602.0,2013,1589.0,0.8390000000000001,1935 1480,709157133,Existing Customer,39,M,1,Unknown,Divorced,$80K - $120K,Blue,34,6,1,3,3766.0,1049,2717.0,0.6659999999999999,1514 1481,741344808,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,32,4,2,4,5634.0,2057,3577.0,1.399,2905 1482,739692933,Existing Customer,46,F,2,Unknown,Single,$40K - $60K,Blue,29,4,2,4,3126.0,2517,609.0,1.235,1638 1483,766429908,Existing Customer,49,M,2,High School,Unknown,$60K - $80K,Blue,42,6,1,2,3017.0,786,2231.0,1.081,1640 1484,802087683,Existing Customer,32,M,0,Post-Graduate,Married,$60K - $80K,Blue,26,6,2,3,5478.0,1491,3987.0,1.304,2456 1485,712491108,Existing Customer,35,M,1,Post-Graduate,Married,$80K - $120K,Blue,20,6,3,4,13046.0,1177,11869.0,1.214,2601 1486,714767508,Existing Customer,39,M,2,Graduate,Married,$40K - $60K,Blue,31,5,3,2,8687.0,1146,7541.0,1.8,2279 1487,720376008,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,40,6,2,4,6174.0,1421,4753.0,0.669,2043 1488,779126658,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,13,5,1,2,5655.0,0,5655.0,0.8420000000000001,2312 1489,793222008,Existing Customer,32,M,0,High School,Married,$60K - $80K,Blue,26,5,2,3,5397.0,1784,3613.0,0.904,2056 1490,720812433,Existing Customer,54,M,2,College,Married,$120K +,Blue,46,6,1,2,28465.0,0,28465.0,0.696,1693 1491,717623583,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,27,4,2,4,3444.0,2441,1003.0,1.5630000000000002,2668 1492,708878508,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,37,4,1,3,2104.0,1267,837.0,0.677,1732 1493,710043408,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,37,4,1,4,15610.0,2048,13562.0,0.657,1916 1494,789079758,Existing Customer,44,M,4,Doctorate,Unknown,$120K +,Blue,32,3,2,3,34516.0,1356,33160.0,1.169,1531 1495,721311333,Existing Customer,32,M,1,High School,Married,Unknown,Blue,22,3,1,4,16912.0,1590,15322.0,1.274,2413 1496,710749458,Existing Customer,64,F,0,Doctorate,Married,Less than $40K,Blue,53,4,1,3,5462.0,1864,3598.0,0.67,1523 1497,778275783,Existing Customer,37,F,2,Unknown,Unknown,Less than $40K,Blue,27,5,1,2,2868.0,1434,1434.0,0.777,2909 1498,799498158,Existing Customer,31,M,1,Post-Graduate,Married,$60K - $80K,Blue,22,5,1,3,2685.0,1580,1105.0,0.727,1642 1499,716334258,Existing Customer,49,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,5,1,2,5238.0,1365,3873.0,1.0270000000000001,1834 1500,716075208,Existing Customer,32,F,3,High School,Married,Less than $40K,Blue,22,4,2,4,4561.0,2029,2532.0,0.768,1874 1501,780276258,Existing Customer,53,M,2,High School,Married,$120K +,Blue,39,3,2,3,13091.0,985,12106.0,0.322,1452 1502,789282333,Existing Customer,62,F,0,Graduate,Married,Unknown,Blue,51,3,3,3,10826.0,1274,9552.0,0.602,1355 1503,811571733,Existing Customer,26,F,0,Unknown,Single,Unknown,Blue,13,4,2,2,2600.0,1876,724.0,0.606,2625 1504,709429533,Existing Customer,49,F,5,Graduate,Divorced,Unknown,Blue,35,6,3,4,2561.0,0,2561.0,1.021,2047 1505,715247508,Existing Customer,30,F,1,Graduate,Married,Less than $40K,Blue,36,3,2,2,7087.0,1060,6027.0,0.7090000000000001,1712 1506,718784358,Existing Customer,34,M,4,Uneducated,Single,$120K +,Blue,36,6,3,2,34516.0,2517,31999.0,0.975,1969 1507,751450008,Existing Customer,41,M,1,Post-Graduate,Single,$40K - $60K,Blue,32,3,2,4,10266.0,1390,8876.0,0.593,1720 1508,719227233,Existing Customer,27,F,1,Unknown,Single,Less than $40K,Blue,36,3,3,3,1553.0,723,830.0,0.6659999999999999,1954 1509,711050058,Existing Customer,33,F,2,Uneducated,Married,$40K - $60K,Blue,23,4,2,4,6732.0,0,6732.0,0.856,1644 1510,779040408,Existing Customer,56,M,2,High School,Married,$120K +,Blue,37,3,1,2,12181.0,1702,10479.0,0.8340000000000001,1478 1511,714024858,Existing Customer,36,M,3,High School,Married,$80K - $120K,Blue,27,3,1,2,7056.0,0,7056.0,0.815,1739 1512,789849108,Existing Customer,35,M,1,Graduate,Single,$60K - $80K,Blue,25,6,1,2,14365.0,0,14365.0,0.61,2290 1513,710391258,Existing Customer,27,M,0,Graduate,Married,$40K - $60K,Blue,36,3,2,4,11473.0,829,10644.0,0.7070000000000001,2147 1514,718830183,Existing Customer,46,M,1,High School,Single,$60K - $80K,Blue,38,5,2,4,23996.0,2517,21479.0,0.488,1339 1515,779696883,Existing Customer,48,M,2,Graduate,Divorced,$60K - $80K,Blue,33,4,2,4,2998.0,1789,1209.0,0.807,1825 1516,719249733,Existing Customer,54,M,1,Unknown,Single,$80K - $120K,Blue,36,6,2,2,30011.0,1232,28779.0,0.9440000000000001,1676 1517,737971833,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,31,6,3,3,2405.0,1553,852.0,1.156,2503 1518,772468983,Existing Customer,36,M,1,Post-Graduate,Married,$80K - $120K,Blue,26,3,4,2,21927.0,1291,20636.0,0.8640000000000001,1946 1519,710990283,Existing Customer,56,M,1,High School,Married,$80K - $120K,Blue,36,4,1,2,3906.0,1851,2055.0,0.73,1839 1520,808750458,Existing Customer,32,M,1,Doctorate,Single,$60K - $80K,Blue,27,5,3,3,10029.0,606,9423.0,0.727,2192 1521,719692983,Existing Customer,36,M,2,Doctorate,Married,$60K - $80K,Blue,30,3,3,4,4934.0,1504,3430.0,1.52,2747 1522,719125158,Existing Customer,35,F,2,High School,Single,Less than $40K,Silver,15,5,2,2,13882.0,1452,12430.0,0.7709999999999999,2685 1523,787509408,Existing Customer,26,M,0,College,Single,Unknown,Blue,13,6,3,2,2347.0,0,2347.0,0.863,2595 1524,719206308,Existing Customer,32,M,1,High School,Married,$60K - $80K,Blue,24,4,2,2,4116.0,1223,2893.0,0.73,1657 1525,717141858,Existing Customer,56,F,2,High School,Single,$40K - $60K,Blue,36,4,1,2,13904.0,625,13279.0,0.6729999999999999,3151 1526,713172408,Existing Customer,54,M,1,Unknown,Married,$80K - $120K,Blue,43,4,2,4,32558.0,2016,30542.0,0.506,1440 1527,720314583,Existing Customer,54,M,2,Unknown,Married,$80K - $120K,Blue,44,4,1,2,12902.0,1860,11042.0,0.49200000000000005,1273 1528,708347583,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,4,2509.0,1144,1365.0,0.6920000000000001,1804 1529,711006783,Existing Customer,38,F,1,Graduate,Single,Less than $40K,Blue,22,3,3,3,2484.0,2149,335.0,0.669,1200 1530,718274283,Existing Customer,35,M,3,College,Single,$60K - $80K,Blue,36,5,1,3,2780.0,0,2780.0,0.565,2469 1531,803977008,Existing Customer,39,M,2,Unknown,Married,$60K - $80K,Blue,34,6,2,4,5219.0,1826,3393.0,1.011,1715 1532,715216908,Existing Customer,48,M,4,Doctorate,Single,$80K - $120K,Blue,36,6,3,4,18102.0,1381,16721.0,0.513,1486 1533,779611008,Existing Customer,29,M,0,Graduate,Married,$40K - $60K,Blue,18,4,3,4,4532.0,0,4532.0,0.7340000000000001,1885 1534,811467708,Existing Customer,33,M,2,Graduate,Married,$80K - $120K,Blue,28,4,2,2,22399.0,1431,20968.0,1.0190000000000001,2390 1535,812597508,Existing Customer,39,F,1,High School,Married,$40K - $60K,Blue,34,6,5,3,4489.0,2498,1991.0,0.779,2153 1536,718651083,Existing Customer,35,F,2,Graduate,Single,Unknown,Blue,25,4,1,4,10329.0,514,9815.0,0.708,2461 1537,708577308,Existing Customer,43,F,1,Unknown,Divorced,Less than $40K,Blue,36,4,2,3,2637.0,1272,1365.0,0.728,1569 1538,813990483,Existing Customer,27,F,0,High School,Married,Less than $40K,Blue,22,4,1,2,1864.0,1384,480.0,0.904,1662 1539,816319008,Existing Customer,52,F,2,Graduate,Single,Unknown,Blue,47,6,3,3,13276.0,1917,11359.0,1.075,1901 1540,789627258,Existing Customer,31,M,1,Graduate,Single,$40K - $60K,Blue,25,5,3,3,1935.0,1033,902.0,0.623,2498 1541,713346558,Existing Customer,45,M,4,Graduate,Divorced,$60K - $80K,Blue,37,5,2,4,6784.0,891,5893.0,1.047,1900 1542,708744933,Existing Customer,35,M,2,High School,Married,$60K - $80K,Blue,36,4,2,4,19127.0,1880,17247.0,0.7879999999999999,1859 1543,708828258,Existing Customer,55,M,2,College,Married,$120K +,Blue,37,5,2,3,32641.0,1551,31090.0,0.488,1327 1544,713511108,Existing Customer,61,M,1,Uneducated,Married,$40K - $60K,Blue,47,5,3,4,1438.3,847,591.3,0.436,1397 1545,710208633,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,31,5,2,2,2417.0,1929,488.0,0.8859999999999999,1773 1546,824165658,Existing Customer,38,M,2,Unknown,Married,$80K - $120K,Blue,34,4,1,3,19259.0,2266,16993.0,0.92,1388 1547,826513233,Existing Customer,54,F,3,Unknown,Married,Less than $40K,Blue,50,6,2,2,3796.0,2396,1400.0,0.569,2069 1548,788789658,Existing Customer,40,M,5,Unknown,Unknown,$80K - $120K,Blue,22,6,1,4,4042.0,1744,2298.0,0.5820000000000001,1471 1549,717837858,Existing Customer,47,M,5,College,Married,$120K +,Blue,34,3,1,2,17603.0,1063,16540.0,1.065,2902 1550,709382958,Existing Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,46,6,1,4,2894.0,2077,817.0,0.574,1017 1551,716253858,Existing Customer,37,M,5,Post-Graduate,Married,$80K - $120K,Blue,26,2,1,2,16730.0,1956,14774.0,0.675,1740 1552,713725683,Existing Customer,36,F,0,College,Single,Less than $40K,Blue,27,6,3,2,3282.0,1843,1439.0,0.625,2614 1553,710364258,Existing Customer,53,F,2,Uneducated,Married,Unknown,Blue,41,4,2,2,15815.0,1217,14598.0,1.266,2135 1554,816033783,Existing Customer,26,M,0,High School,Single,$60K - $80K,Blue,21,6,2,3,1672.0,957,715.0,0.5760000000000001,2099 1555,715065483,Existing Customer,45,F,3,Graduate,Divorced,Less than $40K,Blue,36,4,3,3,8121.0,1595,6526.0,0.743,1914 1556,718751133,Existing Customer,36,F,2,Unknown,Married,Less than $40K,Blue,26,4,1,4,3182.0,2435,747.0,0.868,1670 1557,713983308,Existing Customer,60,M,0,Post-Graduate,Married,$60K - $80K,Blue,49,5,1,4,3182.0,1928,1254.0,0.509,1233 1558,718418958,Attrited Customer,30,M,1,Post-Graduate,Divorced,Less than $40K,Blue,36,6,2,4,5061.0,0,5061.0,0.9109999999999999,1309 1559,779367858,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,28,5,3,3,6224.0,1898,4326.0,1.103,3014 1560,711285633,Existing Customer,33,F,0,Unknown,Single,Unknown,Blue,36,6,1,3,2735.0,1769,966.0,1.465,3306 1561,714974658,Existing Customer,48,F,4,College,Married,Less than $40K,Blue,36,6,1,4,2464.0,1867,597.0,0.6,1219 1562,716374308,Existing Customer,39,M,3,Graduate,Married,$60K - $80K,Blue,33,4,3,2,3477.0,1875,1602.0,0.907,1897 1563,713416233,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,24,5,2,2,3242.0,2076,1166.0,0.612,1841 1564,797643708,Existing Customer,47,M,1,High School,Married,$120K +,Blue,41,3,1,4,27858.0,1314,26544.0,0.6759999999999999,1772 1565,808292958,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,20,6,2,3,1438.3,495,943.3,1.062,2546 1566,719831958,Existing Customer,49,M,3,College,Single,$120K +,Blue,36,5,2,4,34516.0,0,34516.0,0.6459999999999999,1793 1567,708860358,Existing Customer,38,M,3,High School,Married,$80K - $120K,Blue,22,4,2,3,6361.0,694,5667.0,0.8440000000000001,1499 1568,717385983,Existing Customer,30,M,0,Graduate,Married,Less than $40K,Blue,21,6,6,2,2490.0,0,2490.0,0.8590000000000001,1645 1569,719049033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,44,5,6,4,14057.0,1655,12402.0,0.6759999999999999,2073 1570,717581658,Existing Customer,49,M,2,Unknown,Single,$60K - $80K,Blue,38,4,1,2,2461.0,1586,875.0,1.676,1729 1571,714347508,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,21,4,3,3,7766.0,1278,6488.0,0.8059999999999999,2423 1572,803833608,Existing Customer,40,M,3,Uneducated,Single,$40K - $60K,Silver,33,4,1,3,21308.0,564,20744.0,0.44799999999999995,1322 1573,712576908,Existing Customer,30,M,0,High School,Married,$60K - $80K,Blue,36,5,2,4,4516.0,2252,2264.0,0.889,1819 1574,778511733,Existing Customer,42,F,3,College,Single,$40K - $60K,Blue,30,6,3,2,5424.0,1812,3612.0,0.513,1634 1575,721464783,Existing Customer,62,F,0,Graduate,Married,Less than $40K,Blue,36,3,2,2,1764.0,1540,224.0,0.937,2094 1576,821179233,Attrited Customer,50,F,1,Post-Graduate,Single,$40K - $60K,Blue,46,1,3,3,1493.0,932,561.0,0.466,1554 1577,713126733,Existing Customer,56,M,3,College,Married,$120K +,Blue,43,6,2,2,17539.0,2517,15022.0,0.743,1220 1578,719688408,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Silver,36,6,2,3,34516.0,0,34516.0,0.534,3530 1579,779811183,Existing Customer,35,F,3,Uneducated,Married,Less than $40K,Blue,25,4,1,2,2149.0,1118,1031.0,0.903,1581 1580,771086208,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,44,3,4,4,6256.0,1530,4726.0,0.647,1629 1581,715217733,Existing Customer,33,F,2,High School,Single,Unknown,Blue,25,5,1,4,11922.0,792,11130.0,0.667,2154 1582,813752433,Attrited Customer,43,F,3,Graduate,Single,Less than $40K,Blue,38,5,2,4,4075.0,1986,2089.0,1.214,2449 1583,711876333,Existing Customer,53,M,3,Graduate,Married,$80K - $120K,Blue,36,5,1,4,7290.0,2151,5139.0,0.583,1312 1584,715256658,Existing Customer,50,M,2,College,Single,$60K - $80K,Blue,36,5,3,2,5965.0,688,5277.0,0.6729999999999999,3382 1585,711329658,Existing Customer,30,M,0,High School,Married,$120K +,Blue,13,3,1,4,9007.0,1965,7042.0,0.698,1925 1586,710227908,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,36,3,2,3,6077.0,1397,4680.0,0.8340000000000001,2837 1587,716362008,Existing Customer,37,M,2,Doctorate,Married,$40K - $60K,Blue,29,3,3,2,1808.0,1009,799.0,0.7959999999999999,1744 1588,714939708,Existing Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,36,6,1,3,12810.0,0,12810.0,1.3630000000000002,3174 1589,708083283,Attrited Customer,58,M,0,Unknown,Single,$40K - $60K,Blue,45,3,1,3,3421.0,2517,904.0,0.992,992 1590,719431608,Existing Customer,63,F,0,College,Married,$40K - $60K,Blue,53,6,1,4,3118.0,1528,1590.0,0.604,1291 1591,769411758,Existing Customer,43,M,1,Graduate,Single,$60K - $80K,Blue,37,4,3,4,20013.0,922,19091.0,0.655,1518 1592,714248733,Existing Customer,26,F,0,Unknown,Single,Unknown,Blue,13,4,1,2,4395.0,1240,3155.0,0.662,2272 1593,804481608,Existing Customer,37,F,1,Unknown,Single,Less than $40K,Blue,32,6,3,3,9661.0,0,9661.0,0.9259999999999999,2825 1594,714631833,Existing Customer,53,M,4,Graduate,Married,$60K - $80K,Blue,44,3,2,4,1973.0,1324,649.0,0.805,1587 1595,769751958,Existing Customer,55,M,3,Unknown,Married,$120K +,Blue,49,3,2,4,9926.0,2018,7908.0,0.618,2235 1596,717999183,Existing Customer,36,M,3,High School,Married,$60K - $80K,Blue,36,6,3,3,4108.0,1659,2449.0,1.202,2275 1597,713075283,Existing Customer,51,M,3,High School,Single,$120K +,Blue,36,5,1,4,20741.0,2504,18237.0,0.8,1818 1598,711561108,Existing Customer,36,M,4,Graduate,Single,$80K - $120K,Blue,24,6,1,2,16335.0,892,15443.0,0.6729999999999999,2733 1599,709854483,Existing Customer,35,F,1,High School,Married,Unknown,Blue,17,5,3,3,4588.0,2517,2071.0,1.525,2442 1600,713630733,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,24,5,3,3,5712.0,1955,3757.0,0.9690000000000001,2617 1601,717599283,Existing Customer,57,M,0,Doctorate,Married,$60K - $80K,Blue,36,3,1,2,5335.0,1206,4129.0,0.69,1844 1602,806407308,Attrited Customer,54,F,3,College,Single,Unknown,Blue,49,6,2,3,13184.0,0,13184.0,1.166,2047 1603,712730583,Existing Customer,29,M,0,Uneducated,Married,$60K - $80K,Blue,20,5,2,3,8592.0,1201,7391.0,0.778,1842 1604,712142733,Existing Customer,37,F,3,Post-Graduate,Married,Less than $40K,Blue,26,5,3,2,1910.0,1164,746.0,0.7440000000000001,2028 1605,720153258,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,45,6,3,3,6210.0,1083,5127.0,0.621,3095 1606,814086333,Existing Customer,36,M,3,College,Married,$40K - $60K,Blue,31,6,2,4,2220.0,1337,883.0,0.768,1685 1607,715524708,Existing Customer,49,M,5,Unknown,Single,$40K - $60K,Silver,41,4,2,2,20756.0,1710,19046.0,0.816,1502 1608,713307708,Existing Customer,64,F,0,Unknown,Married,$40K - $60K,Blue,55,6,3,2,2895.0,2517,378.0,0.322,1541 1609,714069858,Existing Customer,53,M,3,Graduate,Married,$60K - $80K,Blue,36,4,3,2,3539.0,2517,1022.0,0.569,1677 1610,712789383,Existing Customer,52,M,1,Graduate,Married,$120K +,Blue,44,6,1,4,9274.0,2097,7177.0,0.7759999999999999,2048 1611,787983633,Existing Customer,35,F,3,Uneducated,Married,Less than $40K,Blue,26,6,1,3,3187.0,2517,670.0,1.214,2072 1612,758583708,Attrited Customer,37,F,3,Graduate,Single,Less than $40K,Blue,24,2,1,4,2802.0,2460,342.0,1.0290000000000001,1406 1613,717130383,Existing Customer,50,M,0,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,2334.0,707,1627.0,0.561,1386 1614,720770883,Existing Customer,65,F,0,Graduate,Single,Less than $40K,Blue,56,5,3,3,1438.3,0,1438.3,0.76,2249 1615,716797758,Existing Customer,53,F,2,Unknown,Married,Less than $40K,Blue,44,3,2,4,3519.0,0,3519.0,0.5479999999999999,1670 1616,713835258,Existing Customer,53,M,1,Unknown,Married,$120K +,Blue,48,3,2,3,3088.0,2083,1005.0,0.633,1561 1617,720677733,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Silver,36,6,3,0,34516.0,1002,33514.0,1.345,2579 1618,718587858,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,31,3,1,4,11906.0,2032,9874.0,0.465,1642 1619,710263608,Existing Customer,53,F,3,High School,Married,Unknown,Blue,36,4,2,4,11098.0,821,10277.0,0.8959999999999999,2156 1620,715055433,Existing Customer,36,M,3,Uneducated,Married,$60K - $80K,Blue,22,6,3,4,2224.0,1772,452.0,0.81,2004 1621,715498308,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,36,4,3,4,3454.0,1603,1851.0,1.078,1575 1622,708099183,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,4,2,2,5723.0,1873,3850.0,0.851,2732 1623,716452908,Existing Customer,36,F,1,Unknown,Single,Less than $40K,Blue,36,4,2,3,9239.0,1421,7818.0,0.823,2246 1624,789959283,Existing Customer,39,M,2,College,Single,$80K - $120K,Blue,24,4,3,2,4061.0,1775,2286.0,0.6859999999999999,1602 1625,713536158,Existing Customer,65,M,1,College,Married,Less than $40K,Blue,56,5,3,2,4189.0,0,4189.0,0.715,1597 1626,716750358,Existing Customer,45,F,1,Unknown,Married,Less than $40K,Blue,32,4,1,3,6373.0,1562,4811.0,0.573,3483 1627,815299833,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,33,5,2,3,2228.0,1717,511.0,1.625,2334 1628,721003008,Attrited Customer,36,F,4,Graduate,Married,Less than $40K,Blue,24,3,2,2,3261.0,2517,744.0,0.37799999999999995,856 1629,779883933,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,24,3,3,2,8014.0,1402,6612.0,0.873,1596 1630,716612958,Existing Customer,35,F,2,College,Married,$40K - $60K,Blue,29,6,1,3,10980.0,1726,9254.0,0.856,1830 1631,715859058,Existing Customer,54,M,3,Post-Graduate,Married,$120K +,Blue,42,6,3,4,3092.0,2165,927.0,0.6759999999999999,1369 1632,772031733,Existing Customer,40,M,4,Graduate,Single,$80K - $120K,Blue,29,5,1,2,14315.0,690,13625.0,1.32,2603 1633,720668358,Existing Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,46,3,3,3,1648.0,997,651.0,0.7759999999999999,1776 1634,778708533,Attrited Customer,26,F,0,High School,Single,$40K - $60K,Blue,13,2,2,4,1730.0,1616,114.0,0.331,869 1635,719649408,Existing Customer,46,M,2,High School,Married,$60K - $80K,Blue,35,6,3,3,13768.0,763,13005.0,0.7120000000000001,1390 1636,715457658,Existing Customer,29,F,1,Graduate,Married,Unknown,Blue,19,3,3,4,1709.0,1465,244.0,0.5579999999999999,1757 1637,711934308,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,19,5,2,3,1705.0,0,1705.0,0.604,3342 1638,781326483,Existing Customer,31,M,0,Graduate,Divorced,$60K - $80K,Blue,25,6,1,2,8673.0,0,8673.0,0.8759999999999999,2457 1639,712557708,Existing Customer,35,M,1,High School,Married,$60K - $80K,Blue,21,5,2,2,6391.0,2317,4074.0,0.831,2274 1640,789187908,Existing Customer,56,M,2,Uneducated,Married,$80K - $120K,Blue,45,4,2,2,11102.0,1946,9156.0,0.625,1448 1641,773297508,Existing Customer,34,M,3,College,Married,$80K - $120K,Blue,28,3,1,3,24765.0,1999,22766.0,1.013,1544 1642,716529258,Existing Customer,42,M,4,Doctorate,Married,$80K - $120K,Blue,27,5,3,4,31864.0,0,31864.0,1.0090000000000001,1591 1643,708242283,Existing Customer,29,M,1,College,Single,$60K - $80K,Blue,36,5,3,2,5346.0,0,5346.0,0.9279999999999999,3253 1644,789247458,Existing Customer,32,M,0,Graduate,Single,$40K - $60K,Blue,21,6,2,3,2801.0,1472,1329.0,1.0270000000000001,2467 1645,717100833,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,27,6,6,2,3148.0,0,3148.0,0.498,1401 1646,716870583,Existing Customer,36,F,3,Unknown,Married,Less than $40K,Blue,36,6,5,3,2786.0,1628,1158.0,1.314,2853 1647,719999508,Existing Customer,37,M,3,Unknown,Married,$60K - $80K,Blue,24,3,1,2,11894.0,816,11078.0,1.561,2438 1648,721236408,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,29,5,3,3,7535.0,2517,5018.0,0.813,1655 1649,720122808,Attrited Customer,52,M,2,High School,Married,$60K - $80K,Silver,35,4,4,3,33180.0,511,32669.0,0.6809999999999999,797 1650,716882658,Existing Customer,62,F,2,Graduate,Married,Less than $40K,Blue,51,6,2,4,2986.0,1632,1354.0,0.883,2141 1651,713734758,Existing Customer,35,F,2,Graduate,Married,Unknown,Blue,23,4,2,2,6729.0,2375,4354.0,0.579,2080 1652,709085358,Existing Customer,36,M,1,Graduate,Single,$60K - $80K,Blue,36,3,3,4,2601.0,1817,784.0,0.6629999999999999,2542 1653,715785933,Existing Customer,54,M,3,College,Married,$80K - $120K,Blue,45,4,3,0,3380.0,1655,1725.0,0.636,1636 1654,717159858,Existing Customer,27,M,1,High School,Single,$60K - $80K,Blue,18,5,2,2,2730.0,1351,1379.0,0.623,2319 1655,713259858,Attrited Customer,26,M,0,High School,Single,$40K - $60K,Blue,15,3,1,3,3324.0,0,3324.0,0.537,982 1656,787516908,Existing Customer,56,F,2,Graduate,Married,Less than $40K,Blue,45,4,3,3,2665.0,1844,821.0,0.5539999999999999,1880 1657,711145008,Existing Customer,60,F,1,Graduate,Married,$40K - $60K,Blue,47,4,3,2,5015.0,2053,2962.0,0.442,1325 1658,715013733,Existing Customer,54,M,4,Graduate,Married,$60K - $80K,Blue,36,4,3,3,6905.0,2303,4602.0,0.7120000000000001,1370 1659,717098208,Existing Customer,48,M,3,Unknown,Married,$80K - $120K,Blue,41,5,2,2,5848.0,950,4898.0,0.726,1961 1660,737982408,Existing Customer,33,M,1,College,Single,$80K - $120K,Blue,26,4,3,4,19136.0,1608,17528.0,0.728,2501 1661,713216883,Existing Customer,64,F,0,Unknown,Married,Less than $40K,Blue,55,4,3,4,3500.0,1904,1596.0,1.182,2003 1662,709361058,Existing Customer,35,M,2,Graduate,Married,$60K - $80K,Blue,24,5,1,3,7453.0,0,7453.0,0.7120000000000001,1691 1663,710312658,Existing Customer,54,F,2,Unknown,Married,Less than $40K,Blue,43,4,3,3,6266.0,1819,4447.0,0.7440000000000001,1456 1664,773383158,Existing Customer,29,F,1,College,Single,Less than $40K,Blue,23,4,3,4,4945.0,0,4945.0,1.033,2743 1665,716053083,Attrited Customer,33,M,2,Graduate,Married,$120K +,Blue,21,2,2,4,27992.0,0,27992.0,0.433,837 1666,717667833,Existing Customer,34,M,1,Graduate,Married,$40K - $60K,Blue,36,6,2,3,3735.0,1285,2450.0,1.034,1877 1667,716998608,Existing Customer,48,M,3,Graduate,Unknown,$60K - $80K,Blue,36,3,3,2,6703.0,1252,5451.0,0.625,1843 1668,772086408,Existing Customer,38,M,3,High School,Single,$80K - $120K,Blue,27,4,1,4,6162.0,943,5219.0,0.484,1527 1669,708597558,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,36,4,4,3,3337.0,795,2542.0,0.524,3951 1670,718011783,Existing Customer,55,M,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,2205.0,1337,868.0,0.65,1591 1671,714360033,Existing Customer,62,M,1,High School,Married,$40K - $60K,Blue,43,5,1,3,4450.0,1444,3006.0,0.465,1326 1672,811005858,Existing Customer,33,F,0,Unknown,Married,Less than $40K,Blue,28,4,2,4,1438.3,0,1438.3,0.9159999999999999,2914 1673,794485158,Existing Customer,38,M,2,Unknown,Married,$80K - $120K,Blue,18,6,1,2,2172.0,1475,697.0,1.158,2447 1674,708513183,Existing Customer,39,M,1,Uneducated,Married,$40K - $60K,Blue,29,4,2,2,4323.0,1267,3056.0,1.102,3078 1675,719353158,Existing Customer,56,M,1,College,Married,$80K - $120K,Blue,45,5,1,3,4145.0,1468,2677.0,0.579,1238 1676,711436083,Existing Customer,36,M,1,Graduate,Married,Less than $40K,Blue,18,6,3,3,2032.0,1003,1029.0,1.005,2454 1677,780374133,Existing Customer,29,M,1,College,Single,$80K - $120K,Blue,19,5,3,3,7010.0,2103,4907.0,1.0070000000000001,2413 1678,739117233,Existing Customer,57,M,3,High School,Married,$120K +,Blue,50,3,3,2,3205.0,1530,1675.0,0.6729999999999999,2126 1679,708486033,Existing Customer,55,F,3,Post-Graduate,Married,Unknown,Blue,36,3,2,3,16547.0,1521,15026.0,0.555,1782 1680,795237183,Existing Customer,51,F,2,Graduate,Married,$40K - $60K,Blue,45,3,2,4,5930.0,0,5930.0,1.19,2041 1681,788788758,Existing Customer,57,F,3,College,Single,Unknown,Blue,39,4,1,2,7469.0,1752,5717.0,0.9229999999999999,2050 1682,709635858,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,45,6,2,3,2235.0,0,2235.0,0.556,1229 1683,789701658,Existing Customer,26,M,0,College,Single,$40K - $60K,Blue,13,5,2,2,2047.0,1196,851.0,0.623,2180 1684,713484483,Existing Customer,36,F,4,Uneducated,Single,Unknown,Silver,21,3,1,2,34516.0,907,33609.0,0.5720000000000001,2298 1685,711954558,Existing Customer,53,F,3,Graduate,Married,$40K - $60K,Blue,44,3,3,4,2636.0,2357,279.0,0.654,1333 1686,712655583,Existing Customer,41,M,3,Graduate,Married,$40K - $60K,Blue,32,3,3,2,6425.0,915,5510.0,0.958,2036 1687,779686683,Existing Customer,26,F,0,Post-Graduate,Single,Less than $40K,Blue,13,5,3,2,2902.0,1668,1234.0,0.621,2088 1688,711226758,Existing Customer,51,F,1,College,Divorced,Less than $40K,Blue,42,3,2,3,4002.0,1669,2333.0,0.7020000000000001,2024 1689,713241033,Existing Customer,34,M,0,Graduate,Married,$60K - $80K,Blue,26,4,3,3,5175.0,977,4198.0,1.705,2405 1690,788754108,Existing Customer,65,F,1,Unknown,Single,$40K - $60K,Blue,48,4,2,4,4599.0,637,3962.0,0.622,2608 1691,717013383,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,43,4,3,4,31258.0,1518,29740.0,0.917,2866 1692,712634133,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,45,5,2,4,2683.0,1671,1012.0,0.784,1406 1693,709537683,Attrited Customer,37,M,3,College,Married,$80K - $120K,Blue,30,3,4,3,11638.0,926,10712.0,0.262,563 1694,778627983,Existing Customer,40,F,3,Graduate,Married,Unknown,Blue,20,3,1,3,1829.0,1140,689.0,0.325,1610 1695,720241758,Existing Customer,55,M,0,Doctorate,Married,$80K - $120K,Blue,36,3,1,3,8276.0,1671,6605.0,0.359,1409 1696,720814233,Existing Customer,45,M,4,High School,Unknown,$80K - $120K,Blue,34,4,3,3,23539.0,1261,22278.0,0.484,1485 1697,785080308,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,31,5,3,3,2352.0,0,2352.0,1.4669999999999999,2344 1698,713358633,Existing Customer,30,M,1,Graduate,Single,$60K - $80K,Blue,36,6,1,2,11371.0,1015,10356.0,1.483,2768 1699,720392433,Existing Customer,55,F,1,Unknown,Married,Less than $40K,Blue,36,6,6,2,2857.0,2517,340.0,0.871,1869 1700,720282558,Existing Customer,36,M,2,Graduate,Single,$80K - $120K,Silver,27,5,2,4,34516.0,1568,32948.0,0.878,2873 1701,821370858,Existing Customer,39,M,1,Graduate,Married,$40K - $60K,Blue,35,5,3,4,6690.0,1884,4806.0,0.7909999999999999,1734 1702,799249833,Existing Customer,34,M,2,Graduate,Single,Less than $40K,Blue,28,5,1,4,4439.0,844,3595.0,0.863,2858 1703,713016633,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,36,4,3,2,5344.0,1582,3762.0,0.537,1984 1704,814471983,Existing Customer,42,M,3,High School,Divorced,$80K - $120K,Blue,37,6,3,3,27310.0,0,27310.0,0.919,1537 1705,779612808,Existing Customer,61,M,1,Graduate,Married,$40K - $60K,Blue,50,6,2,4,2531.0,2360,171.0,0.955,1263 1706,716692683,Existing Customer,31,M,1,College,Single,$40K - $60K,Blue,22,4,1,3,9096.0,0,9096.0,0.768,2318 1707,790145733,Attrited Customer,40,M,3,College,Single,$80K - $120K,Silver,33,1,3,4,34516.0,0,34516.0,0.927,1112 1708,716038533,Existing Customer,42,F,3,Graduate,Unknown,Less than $40K,Blue,32,3,1,2,7169.0,902,6267.0,0.8340000000000001,1438 1709,714421233,Existing Customer,54,F,0,Graduate,Married,Less than $40K,Blue,36,5,3,4,5399.0,1723,3676.0,0.765,1292 1710,709783908,Existing Customer,52,F,3,Unknown,Married,Less than $40K,Blue,47,6,3,2,2280.0,1170,1110.0,0.603,1924 1711,812788233,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,21,4,1,4,6315.0,1305,5010.0,0.542,2205 1712,772452783,Existing Customer,43,M,3,Unknown,Married,$40K - $60K,Blue,33,6,1,2,4402.0,1640,2762.0,0.7190000000000001,1774 1713,714002658,Existing Customer,49,M,2,Unknown,Married,$120K +,Blue,34,5,4,2,27732.0,1623,26109.0,0.452,1413 1714,713464983,Existing Customer,45,F,2,Graduate,Unknown,$40K - $60K,Blue,36,4,3,4,4947.0,1053,3894.0,1.195,3479 1715,713910108,Existing Customer,38,M,1,Graduate,Married,$80K - $120K,Blue,28,3,2,3,3946.0,2375,1571.0,0.9209999999999999,1646 1716,808169358,Existing Customer,57,M,2,Uneducated,Single,$40K - $60K,Blue,52,5,3,4,12291.0,2289,10002.0,0.685,1683 1717,714013083,Existing Customer,63,F,2,Graduate,Married,$40K - $60K,Blue,53,4,2,4,3067.0,1874,1193.0,0.7909999999999999,1420 1718,715381533,Existing Customer,42,F,4,Post-Graduate,Single,Less than $40K,Blue,36,6,2,3,1438.3,674,764.3,1.7690000000000001,2451 1719,717678408,Existing Customer,61,F,1,Doctorate,Married,$40K - $60K,Blue,47,4,2,4,8633.0,2517,6116.0,0.6809999999999999,2066 1720,719143308,Existing Customer,37,M,2,Unknown,Single,$40K - $60K,Blue,28,4,4,3,2394.0,0,2394.0,1.0590000000000002,2805 1721,711509658,Attrited Customer,61,M,2,Graduate,Married,$120K +,Blue,49,3,0,4,11374.0,2517,8857.0,1.015,1088 1722,757481283,Existing Customer,35,M,3,College,Married,$60K - $80K,Blue,28,4,3,4,6921.0,2159,4762.0,0.895,1931 1723,808681158,Existing Customer,57,M,0,Graduate,Married,$80K - $120K,Blue,52,4,6,4,2564.0,2379,185.0,0.358,1343 1724,718867683,Existing Customer,64,M,1,Unknown,Married,Less than $40K,Blue,55,4,3,4,2720.0,1904,816.0,0.634,1613 1725,714618333,Existing Customer,39,F,2,Doctorate,Married,Unknown,Blue,36,3,2,4,9843.0,2154,7689.0,0.733,1402 1726,794562783,Existing Customer,28,F,0,Unknown,Single,Unknown,Blue,13,5,3,2,21691.0,661,21030.0,0.767,2534 1727,708208758,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,45,6,3,2,1826.0,883,943.0,0.953,2199 1728,794504658,Existing Customer,39,M,1,Unknown,Married,$60K - $80K,Blue,24,6,3,0,5746.0,1829,3917.0,0.649,1562 1729,714772758,Existing Customer,35,F,3,Graduate,Married,Less than $40K,Blue,27,6,2,4,2926.0,1346,1580.0,0.8340000000000001,1851 1730,713830233,Existing Customer,47,F,5,High School,Married,$40K - $60K,Blue,36,5,3,2,7061.0,1813,5248.0,0.7440000000000001,1831 1731,713577483,Existing Customer,47,M,4,Unknown,Married,$80K - $120K,Blue,35,3,3,4,5589.0,1430,4159.0,0.632,1570 1732,814513008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,33,5,3,3,9620.0,2033,7587.0,0.667,1735 1733,712765158,Existing Customer,26,F,1,High School,Single,Less than $40K,Blue,15,5,3,3,2539.0,2162,377.0,0.635,2386 1734,714411108,Existing Customer,37,F,3,Graduate,Single,Unknown,Blue,28,4,2,3,3642.0,610,3032.0,0.6759999999999999,2790 1735,720231108,Existing Customer,57,M,2,Graduate,Single,Less than $40K,Blue,39,3,4,3,3451.0,0,3451.0,0.7440000000000001,3031 1736,709035708,Existing Customer,38,F,0,Unknown,Married,Less than $40K,Blue,36,4,2,3,1841.0,1246,595.0,0.759,1819 1737,720662508,Existing Customer,39,M,1,Graduate,Married,$120K +,Blue,25,6,3,2,5764.0,1529,4235.0,1.3559999999999999,1972 1738,708623283,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,16,6,3,2,18278.0,0,18278.0,0.7979999999999999,2084 1739,813247083,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,33,4,3,2,16059.0,618,15441.0,0.8240000000000001,1357 1740,780078333,Existing Customer,56,M,2,Unknown,Married,$60K - $80K,Blue,41,3,2,2,5887.0,659,5228.0,0.65,1193 1741,811915383,Existing Customer,36,M,3,Uneducated,Married,$40K - $60K,Blue,31,6,2,2,3152.0,1986,1166.0,1.328,2530 1742,719818983,Attrited Customer,39,M,1,College,Divorced,$80K - $120K,Blue,28,1,3,4,12464.0,0,12464.0,0.8640000000000001,1195 1743,716349183,Existing Customer,58,F,1,Uneducated,Married,Unknown,Blue,36,5,2,3,4784.0,0,4784.0,0.905,2160 1744,710067183,Existing Customer,28,M,1,High School,Single,Less than $40K,Blue,36,5,2,3,1950.0,0,1950.0,0.8029999999999999,2074 1745,771234558,Existing Customer,65,F,0,Graduate,Single,Less than $40K,Blue,56,6,3,2,7478.0,0,7478.0,0.847,2213 1746,820288233,Existing Customer,26,F,0,Uneducated,Single,Less than $40K,Blue,20,4,3,4,1438.3,0,1438.3,0.764,2731 1747,717511533,Existing Customer,28,M,0,Graduate,Single,Less than $40K,Blue,36,4,2,4,1707.0,1191,516.0,0.669,2950 1748,711642108,Existing Customer,30,F,1,Uneducated,Married,Unknown,Blue,13,5,2,2,4016.0,917,3099.0,1.246,2572 1749,712495233,Existing Customer,31,F,0,Uneducated,Married,Less than $40K,Blue,19,5,3,2,2370.0,1699,671.0,0.889,2411 1750,718484283,Existing Customer,57,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,6,1,4,3478.0,2517,961.0,0.685,1409 1751,717413658,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,32,6,2,2,1539.0,989,550.0,0.86,1987 1752,804668658,Attrited Customer,26,F,0,Uneducated,Single,Less than $40K,Blue,20,3,2,4,1438.3,0,1438.3,0.506,947 1753,715934283,Existing Customer,39,F,2,High School,Single,$40K - $60K,Blue,26,6,3,2,3142.0,1639,1503.0,0.986,3046 1754,717499083,Existing Customer,35,M,0,Unknown,Single,$60K - $80K,Blue,36,3,1,2,17236.0,0,17236.0,0.958,3013 1755,715279683,Existing Customer,52,F,2,Uneducated,Married,$40K - $60K,Blue,36,5,1,4,1438.3,0,1438.3,0.529,1679 1756,718971333,Existing Customer,33,M,1,Graduate,Single,$80K - $120K,Blue,20,5,3,2,13206.0,925,12281.0,0.7659999999999999,2342 1757,709219533,Existing Customer,53,M,3,High School,Married,$60K - $80K,Blue,41,3,1,0,2480.0,1351,1129.0,0.522,1359 1758,709150608,Existing Customer,30,F,0,Unknown,Married,Less than $40K,Blue,19,5,1,4,2898.0,0,2898.0,1.1540000000000001,2632 1759,788259558,Existing Customer,59,M,0,Unknown,Married,Less than $40K,Blue,51,5,3,4,1570.0,1028,542.0,0.742,1430 1760,802464033,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,56,6,3,3,4460.0,1262,3198.0,0.898,1877 1761,712757808,Existing Customer,33,F,2,Uneducated,Married,Less than $40K,Blue,22,4,2,4,1544.0,0,1544.0,0.677,1731 1762,714457083,Existing Customer,52,F,2,High School,Married,Unknown,Blue,44,6,3,2,3456.0,2219,1237.0,0.636,1332 1763,713413758,Existing Customer,26,F,1,College,Single,Unknown,Blue,16,4,3,3,2751.0,1599,1152.0,0.6940000000000001,2270 1764,708741633,Existing Customer,52,M,4,High School,Married,$60K - $80K,Blue,44,6,3,4,4153.0,0,4153.0,0.434,1771 1765,714043833,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,4,3685.0,1396,2289.0,0.9740000000000001,3016 1766,789577833,Existing Customer,56,M,2,Graduate,Married,$120K +,Blue,49,4,1,4,8902.0,1932,6970.0,0.7809999999999999,969 1767,787570758,Existing Customer,35,M,2,Uneducated,Married,$120K +,Blue,26,3,3,4,2944.0,1596,1348.0,0.737,2070 1768,720371733,Existing Customer,58,F,0,Graduate,Married,Less than $40K,Blue,47,5,3,2,2232.0,786,1446.0,0.435,1395 1769,819117183,Existing Customer,34,F,3,Unknown,Married,$40K - $60K,Blue,29,3,2,4,1569.0,909,660.0,1.288,2169 1770,711776433,Existing Customer,37,M,3,Uneducated,Single,$80K - $120K,Blue,26,4,2,2,23622.0,1153,22469.0,0.6659999999999999,2574 1771,709583133,Existing Customer,53,M,3,Uneducated,Married,$40K - $60K,Blue,40,6,3,3,3326.0,1442,1884.0,0.711,1627 1772,719521983,Existing Customer,38,M,2,Uneducated,Married,$40K - $60K,Blue,31,4,3,3,6116.0,1698,4418.0,0.937,1592 1773,718415133,Existing Customer,38,M,1,Uneducated,Married,$80K - $120K,Blue,25,6,1,3,11352.0,0,11352.0,1.324,1601 1774,710594358,Existing Customer,28,F,0,Unknown,Single,Less than $40K,Silver,36,4,3,4,14910.0,873,14037.0,0.737,2560 1775,709730508,Existing Customer,39,F,0,High School,Single,Unknown,Blue,27,6,3,3,17531.0,0,17531.0,0.8,4563 1776,720462633,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,29,3,2,3,4138.0,643,3495.0,0.6809999999999999,1827 1777,715005558,Existing Customer,36,M,2,College,Single,$80K - $120K,Blue,36,6,2,2,8374.0,2147,6227.0,1.113,2472 1778,779993208,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,28,3,3,3,7049.0,0,7049.0,0.988,1475 1779,787543008,Existing Customer,37,M,1,Graduate,Single,$40K - $60K,Blue,27,5,3,4,3851.0,1695,2156.0,0.7170000000000001,2349 1780,743265108,Existing Customer,37,M,4,College,Single,$60K - $80K,Blue,30,5,1,4,15936.0,827,15109.0,1.085,2477 1781,713770383,Existing Customer,29,F,0,Uneducated,Divorced,Less than $40K,Blue,19,5,4,4,2926.0,0,2926.0,0.84,2775 1782,712392108,Existing Customer,51,M,3,High School,Married,$60K - $80K,Blue,36,3,2,4,10305.0,691,9614.0,0.485,1451 1783,720145683,Existing Customer,54,M,1,College,Married,$60K - $80K,Blue,42,3,2,2,2987.0,2517,470.0,0.479,1617 1784,714832383,Existing Customer,35,M,0,High School,Single,$80K - $120K,Gold,29,6,2,3,34516.0,1965,32551.0,1.044,2949 1785,772706283,Existing Customer,38,F,2,College,Married,$40K - $60K,Blue,28,3,3,4,6275.0,1579,4696.0,0.996,1585 1786,795920358,Existing Customer,33,F,2,High School,Married,Less than $40K,Blue,27,3,2,3,7185.0,0,7185.0,1.504,2679 1787,716277558,Existing Customer,45,F,1,Uneducated,Single,Less than $40K,Blue,36,4,3,4,3281.0,1961,1320.0,0.7440000000000001,1779 1788,764776833,Existing Customer,61,M,0,Graduate,Married,$40K - $60K,Blue,54,3,3,2,3077.0,1646,1431.0,0.456,1523 1789,710795883,Existing Customer,33,F,3,Uneducated,Married,Less than $40K,Blue,16,6,1,4,2042.0,1864,178.0,1.318,2758 1790,710428308,Existing Customer,55,M,4,High School,Single,$60K - $80K,Blue,51,4,1,4,2001.0,1553,448.0,0.48200000000000004,1910 1791,721096983,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,36,4,3,4,3625.0,2517,1108.0,1.158,2616 1792,715760733,Existing Customer,58,M,4,High School,Married,$40K - $60K,Blue,47,6,3,4,7803.0,1885,5918.0,0.531,1199 1793,718227033,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,30,3,1,2,5951.0,1702,4249.0,1.264,2565 1794,720610008,Attrited Customer,59,M,1,College,Married,$120K +,Blue,50,1,5,4,15796.0,812,14984.0,0.7190000000000001,1339 1795,719517258,Existing Customer,57,M,4,Unknown,Single,$80K - $120K,Blue,36,5,3,4,7558.0,1364,6194.0,0.7190000000000001,3676 1796,714111333,Existing Customer,55,M,1,High School,Married,$60K - $80K,Blue,46,6,1,3,5381.0,0,5381.0,0.746,1910 1797,717551358,Existing Customer,63,M,0,Graduate,Married,$60K - $80K,Blue,55,4,1,4,3556.0,2517,1039.0,0.983,2279 1798,813573333,Existing Customer,60,M,1,High School,Married,Less than $40K,Blue,55,5,1,4,2661.0,1466,1195.0,0.631,1354 1799,711709683,Existing Customer,53,F,2,Uneducated,Married,Less than $40K,Blue,36,6,1,4,3506.0,1405,2101.0,0.7659999999999999,1999 1800,712902483,Existing Customer,35,M,3,High School,Married,$60K - $80K,Blue,24,3,2,2,2066.0,1699,367.0,0.624,1895 1801,710893533,Existing Customer,53,M,1,Unknown,Married,$120K +,Blue,42,4,1,4,8329.0,877,7452.0,0.43200000000000005,1570 1802,719883858,Existing Customer,58,M,2,Graduate,Married,Less than $40K,Blue,48,4,1,0,2774.0,0,2774.0,0.721,1258 1803,719628033,Existing Customer,33,F,1,Post-Graduate,Married,Unknown,Blue,36,5,3,3,4134.0,1130,3004.0,1.222,2475 1804,712043433,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,36,5,2,2,11329.0,1180,10149.0,0.648,1213 1805,769095558,Existing Customer,59,M,1,Doctorate,Single,$60K - $80K,Blue,53,3,2,2,9055.0,1560,7495.0,0.696,1755 1806,816094233,Existing Customer,37,M,1,High School,Married,$120K +,Blue,32,6,2,2,17393.0,1409,15984.0,0.608,1692 1807,758417508,Existing Customer,50,F,4,High School,Divorced,Less than $40K,Blue,43,6,3,4,5908.0,0,5908.0,0.8220000000000001,3313 1808,721234308,Existing Customer,35,F,2,Uneducated,Married,Less than $40K,Blue,21,6,2,3,5825.0,1815,4010.0,1.1320000000000001,2820 1809,717138558,Existing Customer,28,M,0,Post-Graduate,Married,$40K - $60K,Blue,16,5,1,3,3665.0,0,3665.0,0.737,1813 1810,798120858,Existing Customer,37,M,3,Uneducated,Married,$80K - $120K,Blue,31,4,2,2,3797.0,1425,2372.0,1.505,2555 1811,709997958,Existing Customer,39,M,3,Graduate,Married,$40K - $60K,Blue,28,4,3,4,3478.0,0,3478.0,0.65,2133 1812,712617408,Existing Customer,31,M,1,Post-Graduate,Single,$40K - $60K,Blue,20,5,3,3,13734.0,0,13734.0,0.855,2566 1813,720158208,Existing Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,23,4,3,2,3034.0,2167,867.0,0.711,2058 1814,716548083,Existing Customer,39,M,4,Graduate,Married,Less than $40K,Blue,32,4,1,4,2973.0,2360,613.0,1.2570000000000001,2593 1815,717631008,Existing Customer,38,M,2,Graduate,Married,$80K - $120K,Blue,31,4,1,2,24296.0,0,24296.0,0.7809999999999999,1886 1816,813964383,Existing Customer,35,M,3,Graduate,Single,$40K - $60K,Blue,30,3,1,3,8969.0,1226,7743.0,0.84,2568 1817,719952408,Existing Customer,30,M,0,Graduate,Married,Less than $40K,Blue,36,3,3,2,2550.0,1623,927.0,0.65,1870 1818,771028533,Attrited Customer,48,F,3,Post-Graduate,Married,Less than $40K,Silver,35,5,1,3,10357.0,0,10357.0,0.506,911 1819,771823308,Existing Customer,33,F,2,Uneducated,Unknown,Less than $40K,Blue,21,5,1,4,1475.0,986,489.0,0.8959999999999999,1896 1820,719854008,Existing Customer,47,M,3,Unknown,Single,$40K - $60K,Blue,36,3,6,2,5154.0,1407,3747.0,0.6659999999999999,1694 1821,713998233,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,6,2,4,3586.0,1414,2172.0,0.745,2780 1822,714746358,Existing Customer,38,M,3,Unknown,Married,$60K - $80K,Blue,28,3,1,2,4646.0,1680,2966.0,1.238,2234 1823,713574708,Existing Customer,39,M,3,College,Single,$40K - $60K,Blue,28,6,2,2,1640.0,1177,463.0,0.695,3124 1824,714753258,Existing Customer,34,M,2,Unknown,Married,$60K - $80K,Blue,36,5,2,4,2379.0,1982,397.0,1.194,2966 1825,712004208,Existing Customer,65,M,0,Graduate,Single,Less than $40K,Blue,56,3,3,2,3422.0,0,3422.0,0.929,1973 1826,719621958,Existing Customer,43,M,3,Graduate,Unknown,$60K - $80K,Blue,28,3,2,3,4365.0,0,4365.0,0.32,1720 1827,819610908,Attrited Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,33,1,4,4,32938.0,2089,30849.0,0.72,1137 1828,823948308,Existing Customer,48,M,4,Post-Graduate,Unknown,$40K - $60K,Blue,44,6,2,4,6710.0,1942,4768.0,0.777,1727 1829,712064358,Existing Customer,38,M,1,Graduate,Married,$60K - $80K,Blue,36,6,3,4,2507.0,1544,963.0,0.9059999999999999,1999 1830,816013383,Attrited Customer,65,F,0,Graduate,Divorced,Less than $40K,Blue,56,3,6,3,6184.0,0,6184.0,1.016,1712 1831,758765808,Existing Customer,36,F,2,Unknown,Married,Less than $40K,Blue,29,6,3,4,2029.0,1190,839.0,0.628,1802 1832,780881358,Existing Customer,35,M,3,Graduate,Single,$40K - $60K,Silver,17,6,3,2,16659.0,0,16659.0,1.012,2551 1833,709422183,Existing Customer,58,F,1,Graduate,Married,Less than $40K,Blue,46,4,2,2,2203.0,1394,809.0,0.57,1788 1834,779951058,Existing Customer,54,F,3,High School,Married,Unknown,Blue,38,4,2,4,5122.0,1642,3480.0,0.935,1908 1835,809941233,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,48,4,1,3,3074.0,2390,684.0,0.42100000000000004,1377 1836,710844408,Existing Customer,38,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,4,3,2,2584.0,0,2584.0,0.593,1843 1837,819002508,Existing Customer,31,M,1,Unknown,Single,$40K - $60K,Blue,26,4,1,2,2037.0,0,2037.0,0.88,2563 1838,807141183,Existing Customer,34,M,1,Graduate,Married,$120K +,Blue,29,4,3,2,14938.0,1412,13526.0,0.677,1930 1839,711119358,Existing Customer,38,M,3,Unknown,Married,$60K - $80K,Blue,31,6,1,2,2014.0,896,1118.0,1.055,2460 1840,808273533,Attrited Customer,39,M,2,High School,Single,$60K - $80K,Blue,34,3,4,3,1818.0,0,1818.0,0.6509999999999999,2054 1841,716297658,Existing Customer,37,M,2,Graduate,Single,$80K - $120K,Blue,36,4,1,4,14926.0,0,14926.0,0.635,2405 1842,716532258,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,43,4,3,2,2827.0,1308,1519.0,0.79,3291 1843,720540708,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,42,3,2,4,2773.0,1507,1266.0,1.06,1197 1844,720904233,Existing Customer,53,M,0,Graduate,Married,$80K - $120K,Blue,41,3,3,2,16033.0,560,15473.0,0.963,1158 1845,720863133,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,54,5,3,4,3213.0,2517,696.0,0.507,1855 1846,714957108,Existing Customer,33,F,3,High School,Divorced,Less than $40K,Blue,26,5,1,3,3616.0,0,3616.0,0.912,3133 1847,790102008,Existing Customer,37,M,3,Doctorate,Single,$60K - $80K,Blue,30,6,1,3,5924.0,1023,4901.0,0.765,3305 1848,781933983,Existing Customer,47,M,4,Graduate,Married,$40K - $60K,Blue,41,5,3,4,14535.0,0,14535.0,0.711,2970 1849,712643358,Existing Customer,59,F,0,High School,Married,Less than $40K,Blue,49,6,2,4,2833.0,1609,1224.0,0.78,1335 1850,716686158,Existing Customer,59,F,0,Post-Graduate,Married,Less than $40K,Blue,49,5,2,3,1479.0,601,878.0,0.607,1621 1851,806894133,Existing Customer,34,F,3,Post-Graduate,Single,Unknown,Blue,29,3,1,4,1617.0,1347,270.0,0.73,2546 1852,721344858,Existing Customer,26,M,0,Uneducated,Single,Less than $40K,Blue,13,4,4,4,2237.0,451,1786.0,0.8370000000000001,2192 1853,813230208,Existing Customer,45,M,4,College,Single,$120K +,Blue,40,3,3,3,2900.0,1782,1118.0,1.351,4686 1854,716835033,Existing Customer,54,F,2,Graduate,Married,Unknown,Blue,45,4,3,2,13126.0,2086,11040.0,0.659,1836 1855,787500333,Existing Customer,52,M,2,Post-Graduate,Single,$80K - $120K,Blue,40,6,1,3,8695.0,1407,7288.0,0.634,2030 1856,768582033,Existing Customer,47,M,3,High School,Married,$40K - $60K,Blue,41,6,3,4,6692.0,1897,4795.0,1.035,3902 1857,713992158,Existing Customer,57,F,4,Unknown,Married,Less than $40K,Blue,36,3,1,2,2159.0,1004,1155.0,0.603,1353 1858,719916408,Existing Customer,34,M,5,Graduate,Married,$60K - $80K,Blue,27,5,2,2,2501.0,1909,592.0,0.956,1850 1859,789433758,Existing Customer,36,M,0,College,Married,$80K - $120K,Blue,27,3,3,2,6338.0,2379,3959.0,0.624,1715 1860,785011383,Attrited Customer,36,F,0,Uneducated,Divorced,$40K - $60K,Blue,30,1,3,4,2190.0,0,2190.0,0.9079999999999999,1412 1861,719283633,Existing Customer,57,F,3,Uneducated,Married,$40K - $60K,Blue,49,4,2,3,7578.0,1628,5950.0,0.721,1325 1862,710816358,Existing Customer,29,M,1,Post-Graduate,Married,Less than $40K,Blue,18,4,3,2,2963.0,1466,1497.0,1.3780000000000001,2523 1863,779653458,Existing Customer,37,M,3,Graduate,Married,$80K - $120K,Blue,20,3,3,3,8260.0,2077,6183.0,1.167,2323 1864,716382708,Attrited Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,3,4,3,8309.0,858,7451.0,0.888,1165 1865,710387583,Existing Customer,55,M,0,High School,Married,$80K - $120K,Blue,35,5,1,4,3864.0,1901,1963.0,0.289,1018 1866,718772133,Existing Customer,56,M,3,Graduate,Married,$80K - $120K,Blue,47,6,3,3,10230.0,1082,9148.0,0.6579999999999999,1484 1867,711224733,Attrited Customer,32,M,0,High School,Married,$120K +,Blue,27,3,3,4,22382.0,0,22382.0,0.418,695 1868,718360083,Existing Customer,39,M,4,Uneducated,Married,$120K +,Blue,36,6,3,2,25790.0,1798,23992.0,0.973,2443 1869,716102583,Existing Customer,63,F,1,Graduate,Married,Less than $40K,Blue,53,6,1,3,2675.0,2517,158.0,0.9570000000000001,1959 1870,720673008,Existing Customer,49,F,3,Unknown,Divorced,Less than $40K,Blue,38,3,3,4,1652.0,812,840.0,0.5479999999999999,1771 1871,708459633,Existing Customer,38,M,2,High School,Married,$60K - $80K,Blue,26,4,1,3,5815.0,1698,4117.0,0.8959999999999999,1604 1872,712868733,Existing Customer,60,M,0,Uneducated,Married,Less than $40K,Blue,52,5,1,2,2595.0,2189,406.0,0.276,1562 1873,713790708,Existing Customer,38,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,2,3,3421.0,2308,1113.0,2.037,2269 1874,717648783,Existing Customer,63,M,2,High School,Married,$80K - $120K,Blue,51,4,2,3,6922.0,1704,5218.0,0.278,1449 1875,714709983,Existing Customer,43,F,2,College,Married,Less than $40K,Blue,36,6,2,4,6979.0,898,6081.0,0.565,1665 1876,819409608,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,34,4,3,4,2594.0,0,2594.0,0.526,1457 1877,717585858,Existing Customer,35,F,4,High School,Single,Unknown,Blue,24,5,2,4,16915.0,1679,15236.0,0.8340000000000001,2795 1878,791856033,Attrited Customer,45,M,2,College,Divorced,$80K - $120K,Blue,39,3,4,4,34516.0,0,34516.0,1.014,1041 1879,714474483,Existing Customer,35,F,1,Graduate,Married,$40K - $60K,Blue,29,4,2,2,2523.0,1877,646.0,1.631,2005 1880,716448783,Attrited Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,39,2,4,3,6235.0,0,6235.0,0.848,1225 1881,711065133,Existing Customer,26,M,1,High School,Single,$40K - $60K,Blue,13,6,2,4,1473.0,0,1473.0,0.813,2099 1882,713769258,Existing Customer,36,M,3,College,Married,$120K +,Blue,26,3,2,3,17116.0,939,16177.0,1.575,2547 1883,712288158,Existing Customer,37,M,2,College,Married,$80K - $120K,Blue,17,5,3,2,4631.0,1991,2640.0,1.669,2864 1884,714130233,Existing Customer,39,M,2,Unknown,Married,$60K - $80K,Blue,19,3,3,2,3047.0,2150,897.0,0.882,1602 1885,789127533,Existing Customer,49,M,4,High School,Divorced,$80K - $120K,Blue,37,5,2,2,32338.0,1664,30674.0,0.919,3013 1886,717038733,Existing Customer,56,M,3,Uneducated,Married,$60K - $80K,Blue,36,5,3,3,2253.0,1375,878.0,0.38799999999999996,1324 1887,804840033,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,38,4,6,4,16611.0,0,16611.0,0.9540000000000001,1960 1888,709363383,Existing Customer,34,M,2,High School,Single,Unknown,Blue,36,3,4,2,22886.0,836,22050.0,0.889,2652 1889,789760233,Existing Customer,29,M,0,Unknown,Divorced,$80K - $120K,Blue,14,6,3,3,3544.0,0,3544.0,0.718,2435 1890,712058958,Existing Customer,28,M,0,High School,Single,Less than $40K,Blue,19,3,3,4,3480.0,0,3480.0,0.731,2744 1891,708295533,Existing Customer,65,F,0,Post-Graduate,Married,Less than $40K,Blue,56,5,3,2,3549.0,1880,1669.0,0.624,1215 1892,817686633,Existing Customer,26,F,1,College,Single,Less than $40K,Blue,15,5,2,4,1438.3,737,701.3,0.8059999999999999,2856 1893,713738883,Existing Customer,57,F,3,Uneducated,Married,Less than $40K,Blue,36,6,2,3,3136.0,1422,1714.0,0.591,1260 1894,721310283,Existing Customer,47,M,3,Graduate,Single,$120K +,Blue,36,6,2,4,34516.0,933,33583.0,0.946,1804 1895,803132733,Existing Customer,54,F,1,Graduate,Married,Less than $40K,Blue,48,4,3,2,6814.0,1570,5244.0,0.653,1339 1896,779852133,Existing Customer,48,M,2,Unknown,Married,$120K +,Silver,32,3,2,4,34516.0,2098,32418.0,0.741,3093 1897,716210283,Existing Customer,36,F,1,High School,Married,Unknown,Blue,36,6,3,4,8500.0,2517,5983.0,0.445,1618 1898,711615933,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,33,3,3,2,28170.0,1859,26311.0,0.568,1013 1899,785311158,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,48,6,1,4,6610.0,928,5682.0,0.894,3328 1900,717267108,Existing Customer,37,M,1,College,Single,$60K - $80K,Blue,26,6,3,2,15755.0,1410,14345.0,0.8390000000000001,2061 1901,711636558,Existing Customer,33,M,3,Graduate,Married,$80K - $120K,Blue,36,5,3,4,2711.0,2073,638.0,0.711,1567 1902,717504258,Existing Customer,38,M,2,College,Married,$40K - $60K,Blue,25,4,1,4,3735.0,1199,2536.0,0.8859999999999999,1573 1903,718242333,Existing Customer,36,M,4,Graduate,Single,$80K - $120K,Blue,36,5,3,2,10216.0,1822,8394.0,0.778,2568 1904,771844458,Existing Customer,40,F,3,Graduate,Married,Unknown,Blue,28,6,1,2,20420.0,1657,18763.0,1.038,1804 1905,708892833,Attrited Customer,37,M,2,Graduate,Married,$120K +,Blue,30,2,4,4,13662.0,0,13662.0,0.153,725 1906,779465358,Existing Customer,26,F,0,High School,Single,Unknown,Blue,13,4,3,3,3038.0,1460,1578.0,0.98,2243 1907,720191883,Existing Customer,45,M,3,High School,Single,$60K - $80K,Blue,35,5,3,3,7050.0,659,6391.0,0.52,1236 1908,710934033,Existing Customer,26,M,0,High School,Single,Less than $40K,Blue,13,6,1,4,1775.0,1162,613.0,0.93,2169 1909,714473658,Existing Customer,42,M,3,Graduate,Single,$40K - $60K,Blue,30,6,2,2,8960.0,1054,7906.0,0.414,1488 1910,716569983,Existing Customer,33,M,2,College,Married,$80K - $120K,Blue,36,3,1,2,2355.0,1773,582.0,0.774,1765 1911,789833583,Existing Customer,57,F,4,High School,Married,$40K - $60K,Blue,47,5,2,4,6803.0,1332,5471.0,0.809,1476 1912,818923158,Existing Customer,55,M,2,Graduate,Married,$60K - $80K,Blue,50,5,2,4,2145.0,1207,938.0,0.521,1275 1913,716596308,Existing Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,2,3,3919.0,1640,2279.0,0.8,1872 1914,716620458,Existing Customer,32,M,1,High School,Single,Less than $40K,Blue,23,3,2,3,4500.0,0,4500.0,0.626,2439 1915,710251608,Existing Customer,62,F,1,High School,Married,Less than $40K,Blue,54,3,3,4,2941.0,1173,1768.0,0.436,1453 1916,710633808,Existing Customer,26,M,0,Graduate,Single,$60K - $80K,Blue,13,3,3,3,7102.0,0,7102.0,0.537,2411 1917,719318583,Attrited Customer,37,M,3,High School,Married,Less than $40K,Blue,26,3,3,4,6866.0,2389,4477.0,0.395,862 1918,819202533,Existing Customer,57,M,1,Doctorate,Married,$80K - $120K,Blue,52,3,2,3,10378.0,1540,8838.0,0.547,1306 1919,827360883,Existing Customer,47,F,3,High School,Married,Unknown,Blue,43,4,3,2,13473.0,1335,12138.0,0.8140000000000001,1593 1920,771196083,Existing Customer,47,M,4,Graduate,Married,$80K - $120K,Blue,34,6,3,3,18178.0,0,18178.0,0.922,1837 1921,809962908,Existing Customer,48,F,2,Graduate,Single,Unknown,Blue,43,5,3,4,8171.0,852,7319.0,0.639,1909 1922,788965683,Existing Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,36,6,3,3,1438.3,0,1438.3,0.782,2170 1923,817142433,Existing Customer,35,M,3,Graduate,Married,$80K - $120K,Blue,20,5,3,4,8082.0,2307,5775.0,0.637,1725 1924,716993058,Existing Customer,57,M,3,Unknown,Divorced,$60K - $80K,Blue,48,5,2,3,24589.0,1640,22949.0,0.4,4291 1925,771040758,Existing Customer,62,F,0,Graduate,Single,Unknown,Silver,49,5,1,2,30310.0,0,30310.0,0.777,3703 1926,713309583,Existing Customer,55,F,2,College,Married,Less than $40K,Blue,36,6,3,4,2967.0,2129,838.0,1.075,2177 1927,710273658,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,17,5,2,3,3092.0,1825,1267.0,1.46,2883 1928,771429408,Existing Customer,54,M,1,High School,Married,$80K - $120K,Blue,42,5,3,2,1618.0,668,950.0,0.552,1515 1929,719452308,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,23,5,2,3,2498.0,1632,866.0,0.7120000000000001,2048 1930,818908833,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,41,5,2,2,2564.0,0,2564.0,1.026,2038 1931,780998133,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,34,3,4,4,10540.0,1489,9051.0,1.0290000000000001,1980 1932,801726933,Existing Customer,34,M,2,Graduate,Married,$120K +,Blue,28,4,3,3,13384.0,1853,11531.0,0.807,1899 1933,788474658,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,48,5,2,4,16208.0,1278,14930.0,0.5429999999999999,1842 1934,708438033,Existing Customer,36,F,2,Unknown,Married,Less than $40K,Blue,27,3,3,4,3049.0,2198,851.0,1.546,2617 1935,710562258,Existing Customer,44,M,1,Graduate,Married,$80K - $120K,Blue,33,5,4,3,19214.0,0,19214.0,0.998,3407 1936,770764908,Existing Customer,39,M,2,Unknown,Married,$60K - $80K,Blue,25,5,2,3,3071.0,2517,554.0,0.583,1765 1937,814776033,Existing Customer,34,M,2,Graduate,Single,$80K - $120K,Blue,29,3,1,3,13395.0,1678,11717.0,1.006,2650 1938,715057383,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,31,6,3,4,17126.0,1201,15925.0,0.802,3891 1939,717970158,Existing Customer,42,M,2,College,Single,$60K - $80K,Blue,36,5,3,2,8083.0,0,8083.0,1.0759999999999998,3942 1940,715168008,Existing Customer,36,M,3,Graduate,Divorced,$40K - $60K,Blue,28,4,2,3,8995.0,1547,7448.0,0.9229999999999999,2398 1941,720802833,Existing Customer,26,F,1,High School,Single,Less than $40K,Blue,13,3,2,3,2404.0,1198,1206.0,0.501,2692 1942,789370383,Existing Customer,42,M,1,High School,Married,$40K - $60K,Blue,32,4,2,2,2807.0,1845,962.0,1.0270000000000001,1346 1943,711782733,Existing Customer,55,M,0,Graduate,Married,$40K - $60K,Blue,36,3,3,2,3097.0,827,2270.0,0.511,1390 1944,709000008,Existing Customer,45,M,3,Unknown,Single,$80K - $120K,Blue,37,6,2,2,10651.0,672,9979.0,0.767,2073 1945,719381733,Existing Customer,61,M,2,High School,Single,$60K - $80K,Blue,47,5,2,3,2175.0,1404,771.0,0.633,3994 1946,771169458,Existing Customer,41,M,4,College,Married,$120K +,Blue,28,5,3,0,28020.0,1470,26550.0,1.226,1723 1947,709974108,Existing Customer,35,F,1,Graduate,Single,Less than $40K,Blue,23,4,3,3,2640.0,1051,1589.0,0.833,3116 1948,757024233,Existing Customer,34,M,2,Graduate,Single,$120K +,Blue,27,3,1,4,31313.0,2152,29161.0,0.679,2555 1949,768928833,Existing Customer,37,M,2,High School,Married,$80K - $120K,Blue,31,3,2,4,7304.0,0,7304.0,1.1440000000000001,2717 1950,720504633,Attrited Customer,46,M,2,Uneducated,Unknown,$60K - $80K,Blue,32,6,2,3,3254.0,0,3254.0,0.733,967 1951,812441358,Existing Customer,26,M,1,College,Divorced,$40K - $60K,Blue,21,3,3,2,1438.3,0,1438.3,0.745,2660 1952,713287608,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,41,5,4,4,3161.0,1220,1941.0,0.82,2412 1953,711357858,Attrited Customer,47,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,4,7246.0,0,7246.0,0.612,777 1954,715478733,Existing Customer,56,F,5,Graduate,Married,Less than $40K,Blue,36,5,4,4,3088.0,2517,571.0,0.848,2292 1955,780382008,Existing Customer,42,F,4,Unknown,Single,Less than $40K,Silver,32,6,3,2,13719.0,1384,12335.0,1.2009999999999998,3774 1956,715749858,Existing Customer,30,M,1,Unknown,Married,$40K - $60K,Blue,18,5,1,3,4726.0,1380,3346.0,0.622,1723 1957,710951808,Existing Customer,32,M,1,Unknown,Married,Less than $40K,Blue,36,5,3,3,6100.0,1520,4580.0,0.853,1668 1958,713469333,Existing Customer,40,M,2,High School,Single,$80K - $120K,Blue,28,6,2,4,19279.0,1427,17852.0,0.892,1777 1959,719243808,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,20,3,2,4,3792.0,1625,2167.0,0.618,1888 1960,772202058,Existing Customer,64,M,0,Graduate,Married,Less than $40K,Blue,53,3,3,4,2084.0,1647,437.0,0.664,1597 1961,711346383,Existing Customer,33,M,1,High School,Single,$80K - $120K,Blue,28,4,3,3,34516.0,0,34516.0,0.636,2804 1962,711405333,Existing Customer,52,M,3,Post-Graduate,Married,$80K - $120K,Blue,43,5,2,2,6849.0,2126,4723.0,0.611,1651 1963,778407033,Existing Customer,59,F,0,Uneducated,Married,Less than $40K,Blue,39,6,3,4,2417.0,1932,485.0,1.044,2367 1964,714862083,Existing Customer,41,F,4,Uneducated,Single,Unknown,Blue,33,6,4,3,5802.0,2490,3312.0,0.8490000000000001,3386 1965,711199008,Existing Customer,38,M,2,Unknown,Married,$40K - $60K,Blue,31,3,2,2,2919.0,2192,727.0,1.073,2399 1966,709858533,Existing Customer,29,M,2,Graduate,Divorced,Less than $40K,Blue,20,4,1,2,2462.0,2021,441.0,0.966,2320 1967,718627458,Existing Customer,43,F,3,Doctorate,Married,Unknown,Blue,38,3,4,2,1947.0,0,1947.0,0.838,2119 1968,711816108,Attrited Customer,40,M,3,High School,Single,$80K - $120K,Blue,29,2,2,4,18563.0,0,18563.0,0.7290000000000001,2395 1969,717105258,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,3,3992.0,1289,2703.0,1.008,2181 1970,715822008,Existing Customer,32,M,1,High School,Married,Less than $40K,Blue,14,4,2,2,3568.0,2175,1393.0,1.368,1913 1971,714971583,Existing Customer,36,M,2,Graduate,Single,$60K - $80K,Blue,27,3,3,2,7776.0,831,6945.0,1.0070000000000001,3063 1972,713663508,Attrited Customer,58,M,0,High School,Unknown,$40K - $60K,Blue,42,3,2,3,1438.3,0,1438.3,0.835,1088 1973,709025583,Existing Customer,53,M,3,High School,Married,$80K - $120K,Blue,36,3,3,3,9355.0,715,8640.0,0.42200000000000004,1138 1974,812809083,Existing Customer,37,F,3,Unknown,Single,Unknown,Blue,32,3,4,4,19636.0,1566,18070.0,0.649,2595 1975,714073983,Existing Customer,47,M,2,Unknown,Single,$40K - $60K,Blue,36,6,3,3,7327.0,0,7327.0,0.857,1788 1976,789297558,Existing Customer,36,M,1,Uneducated,Single,$120K +,Blue,25,6,3,2,7049.0,1932,5117.0,0.804,2602 1977,710375283,Existing Customer,26,F,0,Uneducated,Single,$40K - $60K,Blue,18,4,3,2,2033.0,1471,562.0,0.672,2236 1978,712189233,Existing Customer,38,F,1,Graduate,Married,$40K - $60K,Blue,20,5,1,3,5153.0,2517,2636.0,1.4880000000000002,3095 1979,713767383,Existing Customer,32,F,0,High School,Married,$40K - $60K,Blue,22,4,2,2,2062.0,1665,397.0,1.276,2397 1980,797414733,Existing Customer,37,F,3,Graduate,Single,Less than $40K,Blue,31,3,3,4,2005.0,1517,488.0,0.7290000000000001,2439 1981,712452033,Existing Customer,26,M,1,Unknown,Single,Less than $40K,Blue,13,6,2,3,2479.0,828,1651.0,0.44,2225 1982,714151533,Existing Customer,55,F,1,Graduate,Married,$40K - $60K,Blue,46,5,4,4,4589.0,1622,2967.0,0.425,1569 1983,720440583,Existing Customer,35,M,2,Unknown,Married,$80K - $120K,Blue,36,6,2,2,2263.0,1188,1075.0,0.84,1927 1984,787494783,Existing Customer,58,M,3,High School,Married,$60K - $80K,Blue,46,5,3,2,8184.0,1205,6979.0,0.965,2140 1985,819966033,Existing Customer,32,M,0,Graduate,Single,Unknown,Blue,27,6,3,3,9238.0,0,9238.0,0.809,2522 1986,710297133,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,36,6,3,3,30210.0,1194,29016.0,0.948,3503 1987,793355508,Existing Customer,32,M,0,Graduate,Single,Less than $40K,Blue,26,6,3,3,6942.0,0,6942.0,0.544,2657 1988,708580908,Existing Customer,56,M,3,High School,Married,$60K - $80K,Blue,37,3,3,3,14551.0,2517,12034.0,0.92,1373 1989,719826333,Existing Customer,34,F,2,Doctorate,Single,Less than $40K,Blue,13,5,1,2,1438.3,0,1438.3,0.946,2557 1990,780689733,Existing Customer,65,M,0,Unknown,Single,Unknown,Blue,56,3,2,2,11332.0,633,10699.0,1.514,2758 1991,744764433,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,48,5,2,3,30967.0,817,30150.0,0.37799999999999995,1473 1992,714902283,Existing Customer,43,M,0,High School,Married,$80K - $120K,Blue,36,5,3,3,7866.0,0,7866.0,0.747,2843 1993,789309558,Existing Customer,31,M,2,College,Married,Less than $40K,Blue,21,6,2,4,2718.0,1920,798.0,1.604,2570 1994,713188383,Existing Customer,54,F,1,College,Married,Less than $40K,Blue,36,4,2,4,3084.0,2517,567.0,0.6509999999999999,1446 1995,719506983,Existing Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,42,5,2,4,17302.0,1339,15963.0,0.631,1181 1996,714804483,Existing Customer,48,M,3,College,Divorced,$40K - $60K,Blue,36,3,3,3,12159.0,1665,10494.0,0.608,1426 1997,748503708,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,47,6,4,3,2797.0,1627,1170.0,0.413,1566 1998,803587533,Existing Customer,33,M,1,Uneducated,Single,$60K - $80K,Blue,28,6,3,4,2618.0,1812,806.0,0.706,3319 1999,789777408,Attrited Customer,26,F,0,Post-Graduate,Single,Less than $40K,Blue,15,3,2,3,1442.0,1428,14.0,0.496,1134 2000,716811483,Existing Customer,30,F,2,Uneducated,Married,Less than $40K,Blue,24,4,2,1,2063.0,0,2063.0,0.5529999999999999,1859 2001,714118383,Existing Customer,49,F,5,Graduate,Married,Less than $40K,Blue,43,4,2,3,8154.0,0,8154.0,0.9640000000000001,2223 2002,720532908,Existing Customer,36,F,2,Unknown,Divorced,$40K - $60K,Blue,20,4,3,2,9735.0,1245,8490.0,1.079,2967 2003,765055833,Existing Customer,56,M,4,Unknown,Married,$80K - $120K,Blue,49,3,4,2,4310.0,2229,2081.0,0.643,1645 2004,715310208,Existing Customer,53,M,3,Uneducated,Married,$80K - $120K,Blue,36,3,3,1,11450.0,2129,9321.0,0.956,2197 2005,718577958,Attrited Customer,39,M,2,Uneducated,Married,$120K +,Blue,26,2,3,4,8906.0,0,8906.0,0.315,809 2006,789167658,Existing Customer,34,M,3,College,Married,$60K - $80K,Blue,23,5,3,2,4245.0,1815,2430.0,0.846,1534 2007,789987183,Existing Customer,53,M,2,College,Married,$80K - $120K,Blue,45,4,4,4,21953.0,1311,20642.0,0.44299999999999995,1413 2008,717730533,Existing Customer,32,M,0,Graduate,Single,$40K - $60K,Blue,21,6,1,3,1614.0,925,689.0,0.598,2659 2009,708668283,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,22,5,4,2,5140.0,2517,2623.0,0.8759999999999999,1842 2010,772360683,Existing Customer,57,M,1,High School,Married,$120K +,Blue,46,3,3,4,31762.0,2517,29245.0,0.735,1515 2011,712500933,Existing Customer,48,F,4,Graduate,Single,Unknown,Blue,40,4,4,4,11692.0,648,11044.0,1.265,2997 2012,804867183,Existing Customer,37,M,3,Unknown,Married,$60K - $80K,Blue,30,6,2,4,16043.0,0,16043.0,1.5090000000000001,2599 2013,826068183,Existing Customer,36,M,1,Graduate,Married,$80K - $120K,Blue,32,4,4,3,15488.0,1463,14025.0,1.28,2916 2014,820044333,Existing Customer,39,M,3,College,Divorced,$40K - $60K,Blue,34,3,3,2,2503.0,2185,318.0,0.5,4157 2015,714211533,Existing Customer,31,M,0,Graduate,Divorced,Less than $40K,Blue,36,4,3,2,3312.0,2491,821.0,0.62,2670 2016,710287533,Existing Customer,31,M,2,Graduate,Single,$40K - $60K,Blue,36,3,2,4,6269.0,1169,5100.0,0.743,2221 2017,720603558,Existing Customer,36,M,4,Graduate,Single,$60K - $80K,Blue,36,3,2,1,20337.0,1605,18732.0,0.805,2460 2018,819258408,Existing Customer,47,F,5,Graduate,Single,Less than $40K,Blue,42,4,2,4,2224.0,1106,1118.0,0.501,1698 2019,717664008,Attrited Customer,37,M,3,College,Married,$60K - $80K,Blue,19,2,3,4,3100.0,2517,583.0,0.35,694 2020,717437058,Existing Customer,38,M,2,Unknown,Divorced,$60K - $80K,Silver,26,4,2,0,26437.0,681,25756.0,1.021,2167 2021,717327783,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,27,4,2,2,9959.0,1476,8483.0,0.9520000000000001,2760 2022,712887633,Existing Customer,39,M,1,Unknown,Single,$80K - $120K,Blue,36,5,3,3,25008.0,876,24132.0,0.8590000000000001,1753 2023,716129208,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,2031.0,0,2031.0,0.752,1678 2024,718037433,Existing Customer,58,M,1,Graduate,Married,$80K - $120K,Blue,49,6,4,2,1654.0,1253,401.0,0.508,1887 2025,709839858,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,39,3,4,3,4608.0,1077,3531.0,0.6940000000000001,1535 2026,719686458,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,6,4,1,3908.0,1629,2279.0,0.775,1903 2027,721434483,Existing Customer,54,M,3,Graduate,Married,$80K - $120K,Blue,46,4,3,2,2798.0,1256,1542.0,1.1320000000000001,2631 2028,716096358,Existing Customer,45,F,3,Uneducated,Single,Less than $40K,Blue,39,5,4,1,2551.0,2253,298.0,0.688,3753 2029,718244958,Existing Customer,36,F,2,Graduate,Married,Unknown,Blue,26,5,2,2,8621.0,1251,7370.0,0.696,1989 2030,711315783,Existing Customer,53,M,3,Graduate,Married,$40K - $60K,Blue,43,6,4,2,7451.0,683,6768.0,0.924,2165 2031,821296083,Existing Customer,34,F,1,College,Married,Less than $40K,Blue,30,3,3,3,2617.0,1010,1607.0,0.659,2003 2032,711562833,Attrited Customer,35,M,4,Graduate,Married,$80K - $120K,Blue,24,6,3,4,12634.0,0,12634.0,0.32299999999999995,717 2033,716447733,Existing Customer,32,M,3,Graduate,Married,$40K - $60K,Blue,18,5,3,3,6407.0,963,5444.0,1.052,1921 2034,719591283,Existing Customer,38,M,2,Uneducated,Married,Less than $40K,Blue,27,6,2,4,1438.3,0,1438.3,0.945,2412 2035,789911808,Existing Customer,37,M,3,Uneducated,Married,$80K - $120K,Blue,28,6,2,2,2672.0,1259,1413.0,1.375,2487 2036,713195808,Existing Customer,37,F,3,High School,Married,Unknown,Blue,36,6,3,4,11948.0,1281,10667.0,1.159,2792 2037,717866133,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,3,3,3,2677.0,1390,1287.0,0.732,2170 2038,716670783,Existing Customer,52,F,3,Doctorate,Single,Unknown,Blue,36,3,2,1,24703.0,1085,23618.0,0.998,4776 2039,789197508,Existing Customer,54,M,3,High School,Married,$60K - $80K,Blue,43,6,3,4,2240.0,1580,660.0,0.745,1518 2040,713108433,Existing Customer,53,M,3,College,Married,$80K - $120K,Blue,40,4,4,4,6052.0,1720,4332.0,0.6829999999999999,1476 2041,711403383,Existing Customer,33,F,3,College,Single,Less than $40K,Blue,23,6,4,1,2562.0,1968,594.0,0.546,2256 2042,768212583,Existing Customer,49,M,2,Graduate,Married,$60K - $80K,Blue,43,4,4,4,15377.0,1516,13861.0,0.627,1848 2043,720181758,Attrited Customer,37,M,0,Doctorate,Married,$120K +,Blue,22,3,3,4,8654.0,0,8654.0,0.446,850 2044,710632683,Existing Customer,31,M,1,Uneducated,Married,$40K - $60K,Blue,24,5,2,3,1438.3,0,1438.3,0.665,2308 2045,711836733,Existing Customer,43,M,3,Graduate,Single,$120K +,Blue,31,3,3,3,1438.3,0,1438.3,0.6629999999999999,1867 2046,771183933,Existing Customer,39,M,1,Uneducated,Married,$80K - $120K,Blue,26,6,2,3,16040.0,1220,14820.0,0.862,1923 2047,711327558,Existing Customer,38,M,2,High School,Married,$40K - $60K,Blue,36,3,3,1,2801.0,1980,821.0,0.882,1600 2048,788971308,Existing Customer,62,F,1,Uneducated,Married,Less than $40K,Blue,49,5,4,2,2658.0,1158,1500.0,0.47600000000000003,1809 2049,718950483,Existing Customer,58,F,1,Unknown,Married,$40K - $60K,Blue,48,3,3,2,12423.0,1910,10513.0,0.405,1208 2050,714278958,Existing Customer,39,F,2,High School,Married,Unknown,Blue,27,6,1,3,9347.0,1988,7359.0,1.173,2201 2051,711817158,Existing Customer,30,M,2,College,Divorced,$40K - $60K,Blue,22,3,3,4,3143.0,1075,2068.0,0.643,2510 2052,765824058,Existing Customer,46,M,4,Doctorate,Married,$80K - $120K,Blue,39,3,3,1,5106.0,1539,3567.0,0.907,3784 2053,710109633,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,31,6,3,2,9871.0,1061,8810.0,0.545,1683 2054,713643858,Existing Customer,53,F,1,College,Married,$40K - $60K,Blue,43,4,4,2,1525.0,1411,114.0,0.66,1911 2055,716399583,Existing Customer,34,M,1,Uneducated,Married,$120K +,Blue,36,6,2,1,19630.0,1251,18379.0,1.399,2286 2056,714516783,Existing Customer,54,F,0,Graduate,Divorced,Less than $40K,Silver,36,4,3,1,12547.0,1378,11169.0,1.12,3360 2057,710490708,Existing Customer,54,M,3,High School,Single,$80K - $120K,Blue,36,4,1,3,17686.0,0,17686.0,0.733,2047 2058,780662133,Existing Customer,39,M,2,Uneducated,Married,$60K - $80K,Blue,28,6,3,5,3257.0,2517,740.0,0.539,1534 2059,715389708,Existing Customer,36,F,3,Graduate,Married,Less than $40K,Blue,28,4,3,2,4824.0,2517,2307.0,0.838,1516 2060,789607983,Existing Customer,38,M,3,High School,Married,$40K - $60K,Blue,32,6,6,2,8603.0,1046,7557.0,0.826,1758 2061,720171033,Existing Customer,45,M,4,Unknown,Married,$60K - $80K,Blue,36,6,1,1,11498.0,1577,9921.0,0.7559999999999999,4014 2062,815104608,Existing Customer,28,F,0,Graduate,Divorced,Less than $40K,Blue,23,5,1,3,3818.0,584,3234.0,0.7,2947 2063,719660658,Existing Customer,37,F,1,High School,Single,Unknown,Blue,36,6,2,2,16594.0,1931,14663.0,0.7020000000000001,2134 2064,714159858,Existing Customer,57,M,0,Graduate,Married,$40K - $60K,Blue,48,4,2,2,5387.0,2047,3340.0,0.579,1546 2065,714225333,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,5,1,1,2930.0,773,2157.0,0.6609999999999999,1545 2066,712204308,Existing Customer,33,M,0,Unknown,Single,$40K - $60K,Blue,36,6,1,1,10023.0,504,9519.0,0.9420000000000001,2878 2067,718468158,Existing Customer,38,M,1,Uneducated,Married,$60K - $80K,Blue,25,6,2,3,9303.0,1599,7704.0,1.4080000000000001,2261 2068,711575058,Existing Customer,36,M,3,Unknown,Married,$60K - $80K,Blue,36,4,2,2,2956.0,2411,545.0,0.971,1896 2069,735417408,Existing Customer,37,M,2,High School,Married,$60K - $80K,Blue,30,4,1,2,2218.0,1266,952.0,0.7090000000000001,1941 2070,717171408,Existing Customer,36,M,1,Unknown,Married,$80K - $120K,Blue,26,6,2,1,9959.0,0,9959.0,0.57,2021 2071,814312308,Existing Customer,54,F,3,Uneducated,Married,$40K - $60K,Blue,49,5,3,2,5335.0,1373,3962.0,0.5579999999999999,1435 2072,711786108,Existing Customer,52,M,1,Graduate,Married,$60K - $80K,Blue,43,3,3,2,7187.0,2014,5173.0,0.649,1159 2073,712905708,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,39,5,2,4,2590.0,1564,1026.0,0.386,1188 2074,720050208,Existing Customer,27,F,1,High School,Single,Less than $40K,Blue,19,4,1,3,4255.0,1748,2507.0,0.516,2236 2075,793952133,Existing Customer,32,F,0,High School,Married,Less than $40K,Blue,26,6,2,3,2778.0,2312,466.0,0.727,1680 2076,798140283,Existing Customer,57,M,4,Graduate,Married,$120K +,Blue,51,4,3,1,10711.0,1970,8741.0,0.71,1180 2077,720427683,Attrited Customer,58,M,2,Uneducated,Single,$120K +,Blue,46,2,3,4,16163.0,0,16163.0,0.542,2171 2078,789970233,Existing Customer,54,F,2,High School,Married,Less than $40K,Blue,45,6,1,1,2513.0,1126,1387.0,0.324,1454 2079,713893308,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,37,4,1,1,3291.0,1607,1684.0,1.26,1984 2080,718843608,Existing Customer,36,F,2,Post-Graduate,Divorced,Less than $40K,Blue,25,5,2,4,8917.0,1091,7826.0,1.1520000000000001,3327 2081,752085108,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,29,3,5,2,4955.0,1157,3798.0,0.8959999999999999,1824 2082,789435783,Existing Customer,39,F,1,Graduate,Married,$40K - $60K,Blue,30,6,1,2,2909.0,1274,1635.0,0.593,1532 2083,711032058,Existing Customer,34,M,3,High School,Single,$80K - $120K,Silver,21,6,4,3,34516.0,2517,31999.0,0.7909999999999999,2901 2084,784719708,Existing Customer,54,F,2,Uneducated,Married,$40K - $60K,Blue,43,5,1,1,1438.3,0,1438.3,0.531,1707 2085,804663258,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,49,3,1,4,14015.0,2065,11950.0,0.7040000000000001,1903 2086,716900433,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,28,6,2,2,2540.0,1402,1138.0,1.127,2384 2087,720909408,Existing Customer,37,M,2,High School,Divorced,$120K +,Blue,24,4,2,2,3497.0,1665,1832.0,0.627,2337 2088,712187808,Existing Customer,27,M,0,Uneducated,Married,$40K - $60K,Blue,15,4,3,4,3682.0,0,3682.0,0.685,1826 2089,718428033,Existing Customer,55,F,4,Graduate,Single,Less than $40K,Blue,41,6,2,1,4430.0,1543,2887.0,0.752,3395 2090,714892533,Existing Customer,26,M,0,Unknown,Single,Unknown,Blue,16,5,3,2,3877.0,0,3877.0,0.773,2473 2091,714985458,Existing Customer,56,M,1,Graduate,Married,$60K - $80K,Blue,36,3,2,3,15124.0,1974,13150.0,0.826,1850 2092,716647983,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,53,5,3,1,7712.0,962,6750.0,0.418,1574 2093,712340733,Existing Customer,42,F,2,Graduate,Unknown,Unknown,Blue,34,5,2,2,19373.0,1142,18231.0,0.655,1792 2094,719293533,Existing Customer,30,M,1,College,Single,Unknown,Blue,13,3,3,3,21590.0,2517,19073.0,0.813,2567 2095,715257708,Existing Customer,38,M,1,High School,Married,$60K - $80K,Blue,32,4,2,1,3657.0,1687,1970.0,1.357,2758 2096,708331758,Existing Customer,47,F,2,Uneducated,Divorced,Unknown,Silver,35,3,1,4,32444.0,1843,30601.0,1.127,3725 2097,709501683,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,24,5,1,2,5830.0,1665,4165.0,0.684,2263 2098,711692508,Attrited Customer,54,F,2,Post-Graduate,Married,Less than $40K,Blue,47,3,4,3,1438.3,0,1438.3,1.053,1154 2099,715612983,Existing Customer,65,F,1,Graduate,Single,Unknown,Blue,55,5,2,4,6463.0,1660,4803.0,0.995,2336 2100,709674333,Existing Customer,33,M,2,High School,Single,$60K - $80K,Blue,23,4,2,1,2400.0,0,2400.0,1.064,2677 2101,805522758,Existing Customer,44,F,1,Doctorate,Divorced,Less than $40K,Blue,39,5,2,4,2311.0,1830,481.0,1.2890000000000001,1701 2102,781013958,Existing Customer,57,F,3,Unknown,Married,$40K - $60K,Blue,48,4,2,2,3585.0,1244,2341.0,0.507,1344 2103,717495258,Existing Customer,34,M,3,Uneducated,Married,$80K - $120K,Blue,25,6,3,2,9131.0,916,8215.0,0.863,1893 2104,795052083,Existing Customer,63,F,0,Uneducated,Single,$40K - $60K,Blue,56,3,6,4,1438.3,0,1438.3,0.8640000000000001,3630 2105,773389908,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,31,5,1,3,1438.3,0,1438.3,0.79,2075 2106,719320833,Existing Customer,39,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,6,3,2,5471.0,2056,3415.0,0.465,1992 2107,816843933,Existing Customer,39,M,2,High School,Married,$80K - $120K,Blue,34,6,3,3,8823.0,1541,7282.0,1.06,1961 2108,789196158,Existing Customer,55,M,1,Graduate,Married,$60K - $80K,Blue,44,6,2,4,2173.0,1520,653.0,0.652,1485 2109,717930483,Attrited Customer,37,M,2,Graduate,Single,$120K +,Blue,25,3,3,0,5616.0,0,5616.0,0.995,1564 2110,773442258,Existing Customer,57,M,1,Doctorate,Married,$80K - $120K,Blue,51,5,2,2,8571.0,1616,6955.0,0.6,1397 2111,719872833,Existing Customer,45,F,2,Graduate,Divorced,Less than $40K,Blue,36,6,6,3,2803.0,0,2803.0,0.565,3347 2112,721491258,Existing Customer,53,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,2,3924.0,2517,1407.0,0.511,1417 2113,770575233,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,23,6,1,2,5663.0,1149,4514.0,0.767,2553 2114,715800708,Existing Customer,60,F,0,Uneducated,Married,Less than $40K,Blue,49,3,1,2,3955.0,2000,1955.0,0.425,1560 2115,719996958,Existing Customer,29,F,0,Uneducated,Single,Less than $40K,Blue,23,5,3,4,7997.0,0,7997.0,0.935,2208 2116,719889408,Existing Customer,56,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,5,3652.0,1351,2301.0,0.836,1561 2117,708811233,Existing Customer,37,M,2,Graduate,Married,$80K - $120K,Blue,27,4,2,1,12702.0,2008,10694.0,0.51,1992 2118,794627208,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,23,4,3,2,7189.0,1550,5639.0,0.5379999999999999,1935 2119,719020983,Existing Customer,58,M,1,Graduate,Married,$80K - $120K,Blue,42,4,3,1,12421.0,2517,9904.0,0.73,1913 2120,719131533,Existing Customer,29,F,0,Post-Graduate,Divorced,Less than $40K,Blue,17,3,2,4,2585.0,2008,577.0,1.266,3519 2121,710449983,Existing Customer,38,M,2,High School,Married,$120K +,Blue,29,4,1,2,2818.0,1656,1162.0,1.4040000000000001,2916 2122,715651833,Attrited Customer,65,M,1,Unknown,Single,Less than $40K,Blue,36,3,4,4,2351.0,0,2351.0,0.8809999999999999,1593 2123,720714933,Existing Customer,62,F,1,Graduate,Married,Less than $40K,Blue,49,4,2,2,3143.0,2517,626.0,0.625,1323 2124,789170283,Existing Customer,53,M,1,Graduate,Unknown,$80K - $120K,Blue,42,5,5,4,6514.0,978,5536.0,0.843,3084 2125,810201783,Existing Customer,26,F,0,Graduate,Single,$40K - $60K,Blue,17,5,3,3,3119.0,1328,1791.0,0.722,2740 2126,715517733,Attrited Customer,46,F,3,High School,Single,Less than $40K,Silver,39,1,0,4,13092.0,1962,11130.0,0.6859999999999999,936 2127,709042908,Existing Customer,51,F,1,College,Married,$40K - $60K,Blue,44,4,2,1,1438.3,0,1438.3,0.8029999999999999,2207 2128,715023333,Existing Customer,39,M,2,Uneducated,Married,Less than $40K,Blue,34,4,2,4,3702.0,1118,2584.0,1.04,2585 2129,720801033,Existing Customer,51,F,1,High School,Married,Unknown,Blue,36,3,2,3,9095.0,2517,6578.0,0.37,1347 2130,714345783,Existing Customer,59,M,2,High School,Married,$40K - $60K,Blue,50,6,3,2,2701.0,1572,1129.0,0.475,1469 2131,779209083,Existing Customer,56,M,3,Unknown,Married,$40K - $60K,Blue,45,6,2,4,1813.0,1387,426.0,0.406,1468 2132,713972658,Existing Customer,56,F,2,Graduate,Married,Unknown,Blue,36,3,3,2,5335.0,996,4339.0,0.469,1454 2133,710782458,Existing Customer,31,M,1,Graduate,Married,$40K - $60K,Blue,20,6,2,5,2469.0,1695,774.0,0.8420000000000001,1615 2134,711142308,Existing Customer,37,M,0,High School,Divorced,$40K - $60K,Blue,36,3,1,5,3091.0,0,3091.0,0.665,2572 2135,824789283,Existing Customer,36,M,2,High School,Single,$40K - $60K,Blue,32,3,5,2,2683.0,1533,1150.0,0.821,2373 2136,715187733,Existing Customer,26,F,1,Unknown,Single,Unknown,Blue,15,3,4,3,5464.0,0,5464.0,0.7,2473 2137,721014858,Existing Customer,61,F,0,Graduate,Married,Less than $40K,Blue,53,4,1,2,2942.0,2022,920.0,0.537,1479 2138,710363433,Existing Customer,26,M,0,High School,Single,Less than $40K,Blue,36,6,3,3,2735.0,1348,1387.0,0.805,2441 2139,715479483,Existing Customer,35,M,2,College,Married,$80K - $120K,Blue,36,5,2,4,15279.0,1496,13783.0,0.997,2079 2140,708243483,Existing Customer,53,M,3,College,Married,$120K +,Blue,43,4,2,5,14938.0,1155,13783.0,0.995,2248 2141,714770808,Existing Customer,59,M,2,High School,Married,Less than $40K,Blue,42,3,3,5,4328.0,670,3658.0,0.396,1580 2142,720626058,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,24,4,4,4,34516.0,934,33582.0,0.6809999999999999,1768 2143,709185108,Existing Customer,38,M,3,High School,Married,$60K - $80K,Blue,26,5,4,2,5824.0,1542,4282.0,0.8270000000000001,1801 2144,719596908,Existing Customer,56,F,5,Doctorate,Married,Unknown,Blue,48,4,2,2,11281.0,2118,9163.0,0.534,1255 2145,719273733,Existing Customer,37,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,5,7959.0,998,6961.0,0.773,1855 2146,717348258,Existing Customer,33,M,1,Graduate,Married,$120K +,Blue,21,4,1,3,4459.0,1899,2560.0,1.349,2502 2147,770882508,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,24,4,1,5,17162.0,773,16389.0,1.238,2457 2148,799026633,Existing Customer,56,M,1,Uneducated,Married,$120K +,Blue,50,4,3,5,16254.0,1518,14736.0,1.256,2502 2149,718777008,Existing Customer,59,M,0,High School,Married,$80K - $120K,Blue,47,5,1,2,3278.0,1306,1972.0,0.39899999999999997,1374 2150,713352183,Existing Customer,30,M,1,Post-Graduate,Married,Less than $40K,Blue,17,5,1,2,7173.0,1227,5946.0,0.6459999999999999,1793 2151,716128083,Existing Customer,56,M,2,High School,Married,$40K - $60K,Blue,36,5,2,3,3295.0,2002,1293.0,0.599,1191 2152,721288158,Existing Customer,33,M,2,Unknown,Single,$120K +,Blue,15,4,2,2,25033.0,2300,22733.0,0.716,2529 2153,757881258,Existing Customer,31,M,0,Graduate,Divorced,$60K - $80K,Blue,24,6,2,2,4232.0,2092,2140.0,0.604,2565 2154,715843533,Existing Customer,26,M,1,College,Single,$40K - $60K,Blue,36,3,4,3,2703.0,1256,1447.0,0.9490000000000001,2111 2155,717234183,Existing Customer,29,M,1,Graduate,Married,Less than $40K,Blue,18,4,1,4,2710.0,629,2081.0,0.7709999999999999,1718 2156,717260058,Existing Customer,53,F,2,Uneducated,Married,Less than $40K,Blue,42,6,1,5,2322.0,1284,1038.0,0.6729999999999999,1573 2157,709710783,Existing Customer,35,F,0,High School,Single,Less than $40K,Blue,36,4,3,4,5931.0,0,5931.0,0.6679999999999999,2730 2158,787284858,Existing Customer,35,M,2,Uneducated,Unknown,$120K +,Blue,29,5,1,2,3300.0,1731,1569.0,0.6890000000000001,1745 2159,815845758,Existing Customer,56,F,4,High School,Married,Less than $40K,Blue,51,4,2,3,1438.3,0,1438.3,0.47200000000000003,1354 2160,720639783,Existing Customer,35,F,1,Uneducated,Single,Unknown,Silver,27,4,3,2,34516.0,0,34516.0,0.682,2562 2161,713331408,Existing Customer,35,M,3,Uneducated,Married,$40K - $60K,Blue,36,6,2,5,8682.0,1647,7035.0,0.971,1792 2162,778693458,Attrited Customer,32,M,1,High School,Divorced,$60K - $80K,Blue,13,3,3,3,12616.0,0,12616.0,1.054,1376 2163,788610258,Existing Customer,49,M,4,College,Unknown,Less than $40K,Blue,43,5,2,4,9652.0,2517,7135.0,0.889,3762 2164,711173883,Existing Customer,36,M,4,Graduate,Divorced,$120K +,Blue,29,3,2,2,1651.0,770,881.0,0.736,2516 2165,717628608,Existing Customer,37,M,3,Unknown,Married,$60K - $80K,Blue,29,5,1,5,2576.0,1640,936.0,1.128,2568 2166,789261558,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,47,3,1,4,2212.0,1392,820.0,0.573,1387 2167,770647233,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,21,5,6,3,2157.0,1188,969.0,0.847,2111 2168,712826208,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,26,5,1,2,2575.0,1424,1151.0,0.5429999999999999,1487 2169,718181433,Existing Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,56,6,1,2,8705.0,1453,7252.0,1.11,2688 2170,714460683,Existing Customer,65,M,0,High School,Married,Less than $40K,Blue,56,3,3,5,3838.0,1736,2102.0,0.445,1467 2171,716460933,Existing Customer,51,M,2,Unknown,Married,$120K +,Blue,42,4,1,4,10306.0,1427,8879.0,0.7090000000000001,1456 2172,710787708,Existing Customer,56,F,1,Uneducated,Married,$40K - $60K,Blue,40,4,2,5,5366.0,1271,4095.0,0.5579999999999999,1748 2173,713800158,Existing Customer,58,M,0,High School,Married,$80K - $120K,Blue,36,6,3,2,2994.0,2351,643.0,0.469,1540 2174,712551258,Attrited Customer,39,M,1,Uneducated,Married,Less than $40K,Blue,36,3,3,3,4247.0,0,4247.0,0.405,847 2175,715379133,Existing Customer,51,F,1,College,Single,Less than $40K,Blue,36,4,4,2,1737.0,1145,592.0,0.809,1954 2176,712091433,Existing Customer,58,M,4,Uneducated,Single,$40K - $60K,Silver,50,5,2,3,18431.0,902,17529.0,1.296,2950 2177,771756333,Existing Customer,34,F,3,Graduate,Married,Less than $40K,Blue,23,5,3,3,2263.0,1794,469.0,0.794,2154 2178,779895108,Existing Customer,39,M,3,Unknown,Single,$80K - $120K,Blue,23,6,1,4,2718.0,2156,562.0,0.6679999999999999,1711 2179,771976683,Existing Customer,54,F,1,College,Married,Unknown,Blue,43,3,3,2,5839.0,2130,3709.0,0.687,1640 2180,716800908,Existing Customer,26,F,2,High School,Single,Unknown,Blue,13,5,0,3,5137.0,0,5137.0,0.6990000000000001,2496 2181,789413958,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,43,4,2,3,11909.0,1018,10891.0,1.006,1938 2182,711574008,Existing Customer,32,M,3,College,Single,$80K - $120K,Blue,21,4,3,5,21390.0,0,21390.0,0.946,2477 2183,714138408,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,39,4,1,4,9264.0,629,8635.0,0.659,4107 2184,709334658,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,26,4,2,5,5484.0,2517,2967.0,0.489,2025 2185,709564683,Attrited Customer,32,M,2,Graduate,Married,$40K - $60K,Blue,22,3,3,5,4739.0,0,4739.0,0.363,886 2186,772292358,Attrited Customer,30,M,1,College,Divorced,Less than $40K,Blue,19,4,3,3,7970.0,0,7970.0,0.7759999999999999,1284 2187,712933083,Existing Customer,37,M,1,Uneducated,Single,$80K - $120K,Blue,36,6,1,2,3127.0,2378,749.0,0.862,2292 2188,710497608,Existing Customer,38,M,2,Uneducated,Single,$40K - $60K,Blue,36,5,1,2,7756.0,1670,6086.0,0.78,1858 2189,721443408,Existing Customer,46,M,2,Uneducated,Single,$120K +,Blue,33,6,2,3,34516.0,676,33840.0,0.8140000000000001,3508 2190,709149408,Existing Customer,36,M,2,Uneducated,Married,$60K - $80K,Blue,36,5,3,4,5605.0,1322,4283.0,1.204,2338 2191,708446808,Existing Customer,33,M,1,Post-Graduate,Married,$80K - $120K,Blue,36,4,3,2,2946.0,1359,1587.0,0.746,2017 2192,824192658,Existing Customer,58,F,3,Post-Graduate,Single,Less than $40K,Blue,54,4,2,3,8886.0,0,8886.0,0.6940000000000001,4148 2193,711625683,Existing Customer,46,M,4,Doctorate,Married,$120K +,Blue,36,3,2,5,3104.0,862,2242.0,1.057,2781 2194,717487983,Existing Customer,39,M,5,Unknown,Married,$80K - $120K,Blue,36,4,3,3,19435.0,2120,17315.0,0.625,2062 2195,717301908,Existing Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,46,3,3,3,3312.0,1624,1688.0,0.573,1973 2196,718435158,Existing Customer,50,M,3,High School,Married,$120K +,Blue,40,5,1,4,34516.0,0,34516.0,0.986,1930 2197,714797733,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,33,6,1,4,5246.0,0,5246.0,0.9690000000000001,3189 2198,719213133,Existing Customer,53,M,1,Graduate,Unknown,$60K - $80K,Blue,41,4,1,2,2432.0,1554,878.0,1.158,3670 2199,798962058,Existing Customer,36,F,5,Graduate,Married,Less than $40K,Blue,30,3,3,3,3103.0,2399,704.0,0.581,1836 2200,718970058,Existing Customer,38,M,3,Unknown,Married,$120K +,Blue,33,5,3,4,30746.0,1168,29578.0,0.653,1519 2201,713021208,Attrited Customer,55,F,2,College,Single,Unknown,Silver,36,2,3,3,34516.0,0,34516.0,0.39899999999999997,1353 2202,810856833,Existing Customer,45,M,4,College,Unknown,$120K +,Blue,40,3,2,2,11962.0,1025,10937.0,0.6940000000000001,1907 2203,787868958,Existing Customer,36,M,2,High School,Single,$80K - $120K,Blue,27,5,3,3,14690.0,979,13711.0,0.8109999999999999,2746 2204,708161133,Existing Customer,45,M,1,Graduate,Single,$40K - $60K,Blue,32,5,1,2,6629.0,1389,5240.0,0.828,3891 2205,708174708,Existing Customer,38,M,4,Graduate,Married,$40K - $60K,Blue,27,6,2,4,5535.0,1276,4259.0,0.636,1764 2206,708735183,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,22,4,3,3,2544.0,1848,696.0,0.804,2289 2207,708445608,Existing Customer,48,M,3,College,Married,Less than $40K,Blue,37,4,3,3,3305.0,2517,788.0,0.7659999999999999,2027 2208,778943883,Existing Customer,51,M,2,Uneducated,Single,$120K +,Blue,36,5,2,4,34516.0,888,33628.0,1.2990000000000002,1959 2209,788810658,Existing Customer,37,F,1,College,Single,Unknown,Blue,20,3,2,5,9466.0,0,9466.0,0.818,2503 2210,789050883,Existing Customer,33,F,2,Doctorate,Single,Unknown,Blue,21,4,3,4,5297.0,0,5297.0,0.779,2655 2211,714531108,Existing Customer,31,M,1,College,Married,$80K - $120K,Blue,36,4,3,3,4260.0,1775,2485.0,1.239,2109 2212,711635358,Existing Customer,40,F,4,College,Single,Less than $40K,Blue,26,6,1,2,7291.0,2517,4774.0,0.83,2198 2213,803648508,Existing Customer,43,M,4,High School,Unknown,$80K - $120K,Blue,37,4,2,3,13882.0,758,13124.0,0.5,1646 2214,813200058,Existing Customer,63,M,0,Graduate,Married,$40K - $60K,Blue,56,4,2,5,6500.0,1786,4714.0,0.524,1497 2215,805261983,Existing Customer,35,F,4,Unknown,Married,Less than $40K,Blue,30,6,3,4,1626.0,979,647.0,1.4669999999999999,2847 2216,715206408,Existing Customer,31,F,1,High School,Single,Less than $40K,Blue,22,5,1,5,6662.0,0,6662.0,0.934,3264 2217,788684508,Existing Customer,36,M,4,Uneducated,Married,$80K - $120K,Blue,25,4,3,3,5846.0,1732,4114.0,0.611,2056 2218,737933883,Existing Customer,34,M,1,High School,Married,$60K - $80K,Blue,27,3,1,2,8063.0,2149,5914.0,0.722,2042 2219,768655158,Existing Customer,29,M,0,Unknown,Married,$60K - $80K,Blue,23,3,3,2,6224.0,1092,5132.0,0.919,2222 2220,774437583,Existing Customer,55,M,1,Doctorate,Married,$60K - $80K,Blue,49,6,2,4,4597.0,2442,2155.0,0.512,1504 2221,713104458,Attrited Customer,46,M,2,Graduate,Single,$40K - $60K,Blue,31,3,3,5,7869.0,0,7869.0,0.6920000000000001,998 2222,715462008,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,35,6,3,2,17884.0,2096,15788.0,0.47700000000000004,2031 2223,715366083,Attrited Customer,52,F,0,Doctorate,Single,Less than $40K,Blue,36,2,2,3,1438.3,978,460.3,0.773,947 2224,712322058,Existing Customer,40,F,3,High School,Married,Less than $40K,Blue,32,5,1,3,2046.0,1694,352.0,0.853,3432 2225,719737833,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,36,4,2,2,6370.0,0,6370.0,0.855,1783 2226,789530208,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,46,6,2,2,2737.0,2517,220.0,0.5329999999999999,1619 2227,717885183,Existing Customer,36,M,1,Graduate,Single,Less than $40K,Blue,25,6,1,2,2622.0,2489,133.0,0.84,2717 2228,716244033,Attrited Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,33,2,3,3,7266.0,906,6360.0,0.6759999999999999,1741 2229,711614658,Existing Customer,37,F,2,Uneducated,Single,Less than $40K,Blue,30,6,3,3,2258.0,1338,920.0,0.86,2511 2230,804598908,Existing Customer,35,M,3,Graduate,Single,$80K - $120K,Blue,25,3,2,3,6510.0,2055,4455.0,1.042,2238 2231,719161683,Existing Customer,64,F,0,Unknown,Married,Unknown,Blue,55,4,1,4,2508.0,1580,928.0,0.44,1607 2232,719327808,Existing Customer,52,F,2,Uneducated,Married,Unknown,Blue,36,5,1,2,4006.0,2517,1489.0,0.557,1157 2233,714038433,Existing Customer,37,F,5,High School,Single,$40K - $60K,Blue,19,4,1,2,3252.0,1987,1265.0,0.6579999999999999,2953 2234,710129283,Existing Customer,45,F,4,Uneducated,Married,Unknown,Blue,26,4,3,1,16317.0,0,16317.0,0.742,2944 2235,709367433,Existing Customer,28,M,1,Unknown,Single,$40K - $60K,Blue,15,3,3,1,2109.0,1542,567.0,0.67,2261 2236,719729433,Existing Customer,65,F,1,Graduate,Married,Less than $40K,Blue,56,4,2,0,7023.0,1726,5297.0,1.178,2535 2237,717192933,Existing Customer,55,M,0,Graduate,Married,$120K +,Blue,42,3,2,1,8302.0,2517,5785.0,0.6609999999999999,1576 2238,711734508,Existing Customer,55,M,2,Graduate,Married,$80K - $120K,Blue,47,3,3,3,9959.0,1209,8750.0,0.5479999999999999,1584 2239,715153158,Existing Customer,41,M,4,Uneducated,Single,$40K - $60K,Blue,36,4,3,4,3636.0,1884,1752.0,0.924,4254 2240,712149033,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,46,5,1,1,5184.0,1856,3328.0,0.5529999999999999,1834 2241,713901108,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,29,6,1,4,14575.0,0,14575.0,1.251,3444 2242,719415858,Existing Customer,29,M,0,College,Divorced,Unknown,Blue,15,6,3,2,3107.0,1720,1387.0,0.6609999999999999,2460 2243,719385558,Existing Customer,62,F,0,College,Married,$40K - $60K,Blue,49,6,1,2,1438.3,0,1438.3,0.757,1281 2244,779528658,Existing Customer,42,M,4,College,Unknown,$60K - $80K,Blue,25,4,3,3,3092.0,1115,1977.0,0.802,2133 2245,721508283,Existing Customer,47,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,1,8322.0,0,8322.0,0.86,3700 2246,757753083,Existing Customer,44,F,0,Graduate,Married,Less than $40K,Silver,36,5,3,2,10110.0,1229,8881.0,0.65,4063 2247,797753283,Existing Customer,34,F,1,High School,Married,Less than $40K,Blue,28,4,3,4,2707.0,2036,671.0,0.8270000000000001,1926 2248,807523008,Existing Customer,37,M,1,Graduate,Single,Unknown,Blue,32,4,1,3,4397.0,2007,2390.0,0.892,2473 2249,711416958,Existing Customer,33,F,2,Graduate,Single,Unknown,Blue,21,3,3,2,5795.0,0,5795.0,0.746,2322 2250,780865308,Existing Customer,40,M,4,Uneducated,Married,$80K - $120K,Blue,23,6,3,2,9760.0,1657,8103.0,1.1340000000000001,4542 2251,708423933,Existing Customer,51,M,2,Doctorate,Single,$40K - $60K,Blue,40,3,2,0,6103.0,0,6103.0,0.532,3203 2252,714321408,Existing Customer,65,M,1,High School,Married,$40K - $60K,Blue,56,6,2,2,2246.0,1326,920.0,0.5429999999999999,1429 2253,771852483,Existing Customer,46,M,3,Graduate,Single,$80K - $120K,Blue,35,6,3,4,4930.0,0,4930.0,1.0190000000000001,3343 2254,708185208,Existing Customer,27,M,0,Graduate,Single,$40K - $60K,Blue,16,4,1,2,3178.0,1118,2060.0,0.643,2010 2255,714920208,Existing Customer,37,F,1,High School,Unknown,Less than $40K,Blue,30,3,5,0,3003.0,1810,1193.0,0.7190000000000001,3148 2256,789952158,Existing Customer,34,F,1,Doctorate,Married,Unknown,Blue,25,4,3,3,2318.0,2069,249.0,1.399,2689 2257,713237958,Existing Customer,34,M,0,Graduate,Married,$40K - $60K,Blue,17,4,1,4,2638.0,2092,546.0,0.591,1868 2258,715956258,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,2004.0,0,2004.0,0.6809999999999999,1974 2259,769196433,Existing Customer,55,F,2,Post-Graduate,Married,Less than $40K,Blue,49,4,1,1,2414.0,2276,138.0,0.5670000000000001,2000 2260,778942233,Existing Customer,60,F,0,Doctorate,Married,Less than $40K,Blue,45,5,2,4,1438.3,648,790.3,0.47700000000000004,1267 2261,708651933,Existing Customer,56,M,2,Graduate,Married,$60K - $80K,Blue,44,3,1,2,2043.0,1928,115.0,0.7909999999999999,2311 2262,720467583,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,46,3,3,2,34516.0,2517,31999.0,0.685,3072 2263,716549058,Existing Customer,45,F,4,Uneducated,Married,$40K - $60K,Blue,36,3,1,3,3111.0,2290,821.0,1.6119999999999999,1998 2264,713533983,Existing Customer,56,M,1,Graduate,Married,$120K +,Blue,48,6,3,4,2585.0,1207,1378.0,0.44,1590 2265,787463508,Attrited Customer,26,M,0,Graduate,Single,Less than $40K,Blue,13,5,2,4,2469.0,2410,59.0,0.544,1027 2266,710256708,Existing Customer,30,M,1,Unknown,Single,Less than $40K,Blue,19,5,2,0,8744.0,1712,7032.0,0.895,2579 2267,708980283,Existing Customer,34,M,3,High School,Married,$80K - $120K,Blue,23,5,1,4,4185.0,2517,1668.0,0.861,2179 2268,719484408,Existing Customer,39,M,3,Uneducated,Married,$60K - $80K,Blue,36,6,2,4,4759.0,1459,3300.0,1.24,2903 2269,710023233,Existing Customer,36,M,3,Graduate,Single,$120K +,Blue,36,6,2,4,24457.0,1300,23157.0,0.914,2739 2270,789101883,Existing Customer,32,M,3,Unknown,Single,$120K +,Blue,20,6,2,2,14244.0,1673,12571.0,0.6990000000000001,2729 2271,778381608,Attrited Customer,48,M,4,Doctorate,Single,$80K - $120K,Blue,28,3,3,4,6572.0,417,6155.0,0.584,1766 2272,787492908,Existing Customer,50,F,2,Uneducated,Married,Unknown,Blue,34,5,3,2,23381.0,905,22476.0,0.645,4357 2273,709932558,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,26,5,3,2,3471.0,2517,954.0,0.743,1771 2274,780219483,Existing Customer,61,F,0,Graduate,Married,Less than $40K,Blue,51,4,2,1,2250.0,1041,1209.0,0.6779999999999999,1339 2275,708590658,Existing Customer,65,F,1,Unknown,Married,Unknown,Blue,53,5,3,2,15965.0,2312,13653.0,0.59,1619 2276,715143333,Existing Customer,45,F,1,High School,Divorced,Less than $40K,Blue,36,6,2,2,9433.0,1578,7855.0,0.66,3910 2277,801048483,Existing Customer,34,M,3,Uneducated,Divorced,$120K +,Blue,28,4,3,3,9180.0,1814,7366.0,0.628,2646 2278,711913833,Existing Customer,37,M,3,Graduate,Married,$40K - $60K,Blue,36,4,2,4,8818.0,1437,7381.0,0.649,1865 2279,715413483,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,3,4066.0,1028,3038.0,0.972,3888 2280,715750758,Existing Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,1,1,9031.0,1535,7496.0,0.69,1602 2281,714062958,Existing Customer,36,M,4,Unknown,Single,$40K - $60K,Blue,36,6,1,2,9887.0,994,8893.0,0.488,2552 2282,710458758,Existing Customer,65,F,0,Graduate,Married,Less than $40K,Blue,53,5,3,5,4161.0,2491,1670.0,0.41,1203 2283,719494983,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,15,6,3,3,2740.0,2069,671.0,0.418,1997 2284,710586483,Attrited Customer,26,F,0,High School,Single,Unknown,Blue,13,1,2,4,6152.0,0,6152.0,0.391,968 2285,772637058,Existing Customer,34,M,3,Uneducated,Married,$60K - $80K,Blue,24,3,1,4,8167.0,1740,6427.0,1.455,2141 2286,718229133,Existing Customer,51,M,2,College,Married,$120K +,Blue,41,6,2,4,23742.0,0,23742.0,0.769,3783 2287,718423533,Existing Customer,57,M,3,College,Unknown,$60K - $80K,Blue,50,6,3,4,16791.0,1181,15610.0,0.55,2983 2288,781089708,Existing Customer,30,M,0,Graduate,Divorced,$80K - $120K,Blue,23,6,1,2,26783.0,1285,25498.0,0.59,2495 2289,773082033,Existing Customer,35,M,1,Post-Graduate,Married,$80K - $120K,Blue,27,3,3,4,25516.0,1363,24153.0,1.172,2317 2290,815288583,Existing Customer,32,M,0,Graduate,Married,$40K - $60K,Blue,27,3,3,2,4815.0,1591,3224.0,1.409,2501 2291,720431433,Existing Customer,62,M,1,Graduate,Married,Unknown,Blue,36,5,2,2,3198.0,2308,890.0,0.7240000000000001,1402 2292,709164408,Attrited Customer,32,M,1,Uneducated,Married,Less than $40K,Blue,23,1,3,3,2218.0,1696,522.0,0.36700000000000005,730 2293,710567508,Existing Customer,53,M,3,High School,Married,$80K - $120K,Blue,44,4,2,3,23462.0,2202,21260.0,0.5710000000000001,1387 2294,719427333,Existing Customer,55,M,3,College,Married,$60K - $80K,Blue,36,5,4,4,2252.0,1737,515.0,0.685,1291 2295,714765408,Existing Customer,26,F,1,Unknown,Single,Less than $40K,Blue,36,4,3,3,2557.0,1990,567.0,0.575,2266 2296,709785783,Attrited Customer,35,F,0,Graduate,Single,Less than $40K,Blue,25,5,3,4,2300.0,0,2300.0,0.877,1485 2297,809290308,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,26,3,1,1,3540.0,1173,2367.0,1.1059999999999999,1912 2298,779598183,Existing Customer,53,M,3,Unknown,Single,$60K - $80K,Blue,42,6,1,2,22938.0,1700,21238.0,0.636,3428 2299,779783508,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,34,5,1,3,13129.0,901,12228.0,0.825,2564 2300,719568333,Existing Customer,39,M,3,Unknown,Single,$80K - $120K,Silver,36,5,3,2,34516.0,1900,32616.0,1.002,1668 2301,719207733,Existing Customer,61,F,0,High School,Married,Less than $40K,Blue,53,5,2,0,3396.0,802,2594.0,0.5479999999999999,1418 2302,715533108,Existing Customer,31,F,0,Uneducated,Single,Less than $40K,Blue,20,4,3,4,4712.0,955,3757.0,0.855,2568 2303,714816258,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,36,4,2,2,7638.0,947,6691.0,0.682,2336 2304,787573683,Existing Customer,41,M,3,Post-Graduate,Married,$60K - $80K,Blue,34,4,2,2,2624.0,1319,1305.0,0.768,4189 2305,804310758,Existing Customer,58,M,3,Graduate,Married,$120K +,Blue,52,5,2,5,17934.0,1578,16356.0,0.593,2005 2306,792912708,Existing Customer,45,M,5,Graduate,Married,$40K - $60K,Silver,39,3,1,5,15198.0,2098,13100.0,0.8,3183 2307,719078283,Existing Customer,57,F,4,High School,Married,Less than $40K,Blue,47,5,3,4,3191.0,2517,674.0,0.7190000000000001,1501 2308,708620283,Existing Customer,35,M,1,Unknown,Single,$60K - $80K,Blue,25,6,3,2,6053.0,2001,4052.0,0.743,2208 2309,770985633,Existing Customer,39,M,2,Unknown,Married,$40K - $60K,Blue,26,6,1,2,5510.0,2027,3483.0,0.898,1980 2310,780094008,Existing Customer,55,M,3,Doctorate,Married,$120K +,Blue,40,4,3,1,12875.0,1119,11756.0,0.401,1624 2311,716420358,Existing Customer,41,F,2,High School,Married,$40K - $60K,Blue,36,5,2,4,2602.0,1490,1112.0,0.66,3151 2312,825756333,Existing Customer,55,F,0,Uneducated,Married,Less than $40K,Blue,51,4,3,1,2041.0,1885,156.0,0.5870000000000001,2118 2313,755273658,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,45,3,3,3,2548.0,1683,865.0,0.75,2055 2314,709096908,Existing Customer,57,M,2,Graduate,Married,$120K +,Blue,49,6,3,1,4698.0,984,3714.0,0.373,1865 2315,714840858,Existing Customer,40,F,3,High School,Unknown,Less than $40K,Blue,31,5,2,4,2222.0,1551,671.0,0.932,3302 2316,721205508,Existing Customer,47,M,4,High School,Married,$80K - $120K,Blue,36,3,3,4,8217.0,0,8217.0,0.6779999999999999,1848 2317,786493908,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Silver,36,4,3,3,10091.0,0,10091.0,1.121,3347 2318,803963808,Existing Customer,39,M,3,Graduate,Single,$80K - $120K,Blue,34,4,3,5,19074.0,0,19074.0,0.804,3762 2319,806170158,Existing Customer,39,M,4,Graduate,Single,$60K - $80K,Gold,34,3,3,2,34516.0,542,33974.0,0.866,3899 2320,751469808,Existing Customer,36,M,3,Graduate,Married,$120K +,Blue,29,5,2,4,12852.0,1945,10907.0,0.659,1606 2321,721055058,Existing Customer,36,M,2,Uneducated,Married,$60K - $80K,Blue,21,4,1,5,12763.0,2517,10246.0,1.631,2599 2322,709794333,Existing Customer,29,M,0,Graduate,Married,Less than $40K,Blue,19,6,2,4,2827.0,1430,1397.0,0.885,1608 2323,718361583,Existing Customer,56,F,2,Uneducated,Married,Unknown,Blue,36,3,3,5,8242.0,0,8242.0,0.434,1559 2324,714327183,Existing Customer,37,F,4,Graduate,Married,Less than $40K,Blue,28,4,3,1,1825.0,1389,436.0,1.595,2878 2325,808909008,Existing Customer,61,M,0,Post-Graduate,Married,Less than $40K,Blue,56,6,3,4,1438.3,0,1438.3,0.589,1448 2326,716207508,Existing Customer,36,M,3,High School,Married,$60K - $80K,Blue,36,5,2,4,5497.0,1517,3980.0,0.624,1981 2327,768965208,Existing Customer,51,F,1,Graduate,Married,$40K - $60K,Blue,45,5,2,2,6778.0,865,5913.0,0.992,3158 2328,720185058,Attrited Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,36,2,3,4,4267.0,0,4267.0,0.862,1067 2329,715220508,Existing Customer,31,F,0,High School,Married,Less than $40K,Blue,22,4,2,1,3273.0,2517,756.0,1.465,2726 2330,712112733,Existing Customer,33,M,2,Doctorate,Single,$40K - $60K,Blue,25,5,2,2,9371.0,1541,7830.0,0.7809999999999999,2518 2331,712298883,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,38,3,3,1,1438.3,663,775.3,0.384,2987 2332,717813558,Attrited Customer,57,F,3,High School,Single,Unknown,Blue,36,1,4,2,8389.0,1960,6429.0,0.384,1334 2333,716823408,Existing Customer,65,M,0,Doctorate,Single,Unknown,Blue,56,3,2,2,28410.0,1608,26802.0,0.9129999999999999,2278 2334,719089383,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,29,3,2,1,6168.0,2371,3797.0,0.6679999999999999,4303 2335,710039208,Existing Customer,57,F,3,Unknown,Single,Unknown,Blue,40,3,3,1,2111.0,966,1145.0,0.9229999999999999,3871 2336,780237033,Existing Customer,63,F,1,Unknown,Married,$40K - $60K,Blue,49,3,1,3,3141.0,1819,1322.0,0.49700000000000005,1539 2337,720986958,Existing Customer,50,F,2,Graduate,Divorced,$40K - $60K,Blue,40,6,2,5,8307.0,2517,5790.0,1.743,2293 2338,709473708,Existing Customer,39,M,3,Graduate,Married,$80K - $120K,Blue,31,4,2,3,30753.0,1661,29092.0,0.6809999999999999,1780 2339,708593883,Existing Customer,39,M,2,College,Married,$60K - $80K,Blue,26,3,1,4,2731.0,1573,1158.0,0.943,1813 2340,710241858,Existing Customer,39,F,4,Unknown,Married,Less than $40K,Blue,31,6,1,4,2890.0,0,2890.0,0.545,2040 2341,715392558,Existing Customer,52,M,1,Unknown,Single,$120K +,Blue,44,6,1,2,34516.0,0,34516.0,1.03,2848 2342,717399183,Existing Customer,37,M,1,Graduate,Married,$80K - $120K,Blue,26,6,3,1,8058.0,1176,6882.0,1.1640000000000001,2774 2343,817925058,Existing Customer,50,F,2,Uneducated,Married,Unknown,Blue,45,6,1,4,5660.0,2401,3259.0,0.779,1932 2344,716029158,Existing Customer,59,M,0,Unknown,Married,$60K - $80K,Blue,36,6,4,5,4230.0,1366,2864.0,0.63,1480 2345,715043508,Existing Customer,38,M,2,Graduate,Unknown,$40K - $60K,Blue,36,4,3,4,9515.0,0,9515.0,0.79,4642 2346,716610558,Existing Customer,65,F,0,High School,Single,$40K - $60K,Blue,36,3,3,3,10962.0,1559,9403.0,0.708,2724 2347,716768808,Existing Customer,57,M,1,Unknown,Married,$120K +,Blue,36,6,2,4,23848.0,1967,21881.0,0.462,1591 2348,795810633,Existing Customer,65,M,0,Uneducated,Married,Unknown,Blue,56,3,3,2,10144.0,1295,8849.0,0.758,1234 2349,779925033,Existing Customer,38,F,4,Graduate,Married,$40K - $60K,Blue,22,4,3,4,2997.0,1969,1028.0,1.235,2807 2350,790225758,Existing Customer,41,M,2,College,Single,$80K - $120K,Blue,35,6,3,3,2647.0,620,2027.0,0.664,2262 2351,713879283,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,47,3,1,2,4580.0,1300,3280.0,0.519,1694 2352,715968858,Existing Customer,28,M,0,Post-Graduate,Married,Unknown,Blue,13,4,1,2,2608.0,1630,978.0,0.521,1822 2353,767687208,Existing Customer,31,M,2,Unknown,Single,$80K - $120K,Blue,24,6,3,3,34516.0,1180,33336.0,0.8009999999999999,2329 2354,778728783,Existing Customer,39,F,2,Unknown,Married,Less than $40K,Blue,19,5,3,1,3156.0,2095,1061.0,1.281,2739 2355,713637783,Existing Customer,44,F,3,Graduate,Married,Unknown,Blue,31,5,2,0,24936.0,2053,22883.0,0.716,1810 2356,718162908,Existing Customer,55,M,3,College,Married,$80K - $120K,Blue,42,3,2,1,26101.0,614,25487.0,0.397,1472 2357,708664008,Existing Customer,57,M,3,College,Married,$80K - $120K,Blue,45,6,3,4,14270.0,0,14270.0,0.39799999999999996,1222 2358,711929058,Existing Customer,28,M,0,High School,Married,Unknown,Blue,21,5,3,5,25618.0,1209,24409.0,1.228,2157 2359,770781558,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,21,5,1,2,3230.0,2517,713.0,0.677,1914 2360,790048158,Existing Customer,46,F,4,College,Married,Less than $40K,Blue,38,3,3,3,8881.0,1865,7016.0,1.2790000000000001,2632 2361,721258158,Existing Customer,65,F,1,Uneducated,Single,Unknown,Blue,51,3,3,5,11037.0,1491,9546.0,0.6509999999999999,2429 2362,786480183,Existing Customer,50,F,2,Uneducated,Married,Unknown,Blue,44,6,2,5,16763.0,0,16763.0,0.88,3626 2363,721378008,Existing Customer,31,M,0,Uneducated,Divorced,$40K - $60K,Blue,21,6,2,2,2621.0,1461,1160.0,0.775,2718 2364,786566733,Existing Customer,49,M,2,Unknown,Single,$80K - $120K,Blue,43,3,3,5,4939.0,1190,3749.0,0.557,3764 2365,794551383,Existing Customer,50,F,3,College,Single,Less than $40K,Blue,32,5,3,4,4419.0,1218,3201.0,0.879,4535 2366,820981383,Existing Customer,44,F,4,High School,Divorced,Less than $40K,Blue,39,5,1,4,9235.0,1796,7439.0,0.958,1739 2367,713366583,Existing Customer,63,F,1,High School,Married,Less than $40K,Blue,56,6,1,3,3055.0,1685,1370.0,0.541,1405 2368,767311008,Existing Customer,41,M,1,Graduate,Divorced,$80K - $120K,Blue,35,6,2,3,19412.0,770,18642.0,0.755,1576 2369,716624133,Existing Customer,56,M,1,Unknown,Married,$80K - $120K,Blue,36,6,1,3,12786.0,1880,10906.0,0.7020000000000001,1205 2370,712727283,Existing Customer,55,M,1,Graduate,Married,$60K - $80K,Blue,36,4,2,3,4666.0,1275,3391.0,0.397,1281 2371,716059608,Existing Customer,48,F,4,College,Single,Less than $40K,Blue,38,4,3,3,4894.0,1505,3389.0,0.78,3277 2372,708292833,Existing Customer,35,M,2,High School,Single,$120K +,Blue,36,4,2,3,27389.0,1250,26139.0,0.6409999999999999,2754 2373,720013083,Existing Customer,30,F,0,Post-Graduate,Single,Less than $40K,Blue,18,6,3,2,2132.0,797,1335.0,0.779,3265 2374,710540883,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,24,5,3,2,6590.0,0,6590.0,0.7140000000000001,2449 2375,709212183,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,36,6,1,3,3176.0,1470,1706.0,0.38799999999999996,1634 2376,713424108,Existing Customer,37,M,1,Graduate,Single,$60K - $80K,Blue,27,4,1,3,4288.0,2349,1939.0,0.718,2591 2377,718476033,Existing Customer,65,F,0,Uneducated,Single,Unknown,Blue,56,5,3,5,20130.0,2355,17775.0,0.716,2444 2378,815001108,Existing Customer,48,M,2,Doctorate,Single,Less than $40K,Blue,43,3,3,2,5945.0,1685,4260.0,0.9,3598 2379,709802208,Existing Customer,37,M,1,Graduate,Married,$40K - $60K,Blue,17,3,1,4,3350.0,0,3350.0,1.3159999999999998,2849 2380,713445183,Existing Customer,35,M,1,High School,Married,$60K - $80K,Blue,26,4,3,2,4008.0,1841,2167.0,1.504,2794 2381,717310458,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,27,3,3,2,5780.0,938,4842.0,0.988,2960 2382,789158433,Existing Customer,49,F,2,High School,Unknown,$40K - $60K,Blue,38,4,1,2,2497.0,1674,823.0,0.701,2922 2383,788761608,Existing Customer,26,F,0,High School,Single,Unknown,Blue,13,3,3,4,10286.0,2286,8000.0,0.6709999999999999,2564 2384,709916058,Existing Customer,58,M,1,Unknown,Married,$60K - $80K,Blue,36,3,1,3,2347.0,2163,184.0,0.615,1631 2385,789804933,Existing Customer,29,F,2,Uneducated,Single,Unknown,Blue,18,4,1,2,23125.0,1236,21889.0,0.995,2536 2386,780070833,Existing Customer,58,F,2,Unknown,Married,Less than $40K,Blue,43,6,2,2,3034.0,2517,517.0,0.63,1617 2387,772776033,Existing Customer,33,M,2,College,Single,$80K - $120K,Blue,23,3,4,3,7081.0,1874,5207.0,0.6990000000000001,2249 2388,719804208,Existing Customer,36,M,2,Graduate,Married,$40K - $60K,Blue,28,5,1,3,6824.0,1873,4951.0,0.563,1933 2389,715077483,Existing Customer,47,F,3,Doctorate,Married,Less than $40K,Blue,36,4,3,4,1438.3,772,666.3,1.4509999999999998,2250 2390,717000858,Existing Customer,41,M,2,Graduate,Married,Less than $40K,Blue,29,3,2,2,2683.0,1738,945.0,0.745,2274 2391,792402483,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,40,5,2,1,12280.0,985,11295.0,0.841,4263 2392,712973733,Existing Customer,58,M,4,Graduate,Married,$60K - $80K,Blue,36,3,2,2,14607.0,1480,13127.0,0.34600000000000003,1393 2393,813213558,Existing Customer,53,F,1,Doctorate,Single,Less than $40K,Blue,48,4,3,3,2267.0,1469,798.0,0.716,3709 2394,718215033,Existing Customer,54,F,3,Unknown,Married,Less than $40K,Blue,36,6,2,4,2556.0,2260,296.0,0.48700000000000004,1401 2395,717207408,Existing Customer,39,F,1,Uneducated,Divorced,Unknown,Blue,34,4,1,2,12512.0,666,11846.0,0.914,2995 2396,711426033,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Blue,39,3,2,2,11332.0,946,10386.0,0.857,3806 2397,719233833,Existing Customer,35,F,3,High School,Married,Less than $40K,Blue,23,3,3,4,3073.0,526,2547.0,0.7020000000000001,1944 2398,716864733,Existing Customer,47,M,3,College,Married,$120K +,Silver,27,6,3,3,34516.0,2315,32201.0,0.599,1805 2399,821168733,Existing Customer,38,M,3,Graduate,Married,$60K - $80K,Blue,34,6,3,3,5323.0,2301,3022.0,0.68,1783 2400,710135058,Existing Customer,56,M,1,Graduate,Married,$80K - $120K,Blue,44,3,1,0,9078.0,1501,7577.0,0.51,1543 2401,720228708,Existing Customer,56,M,2,High School,Married,$120K +,Blue,46,4,1,3,27029.0,1347,25682.0,0.381,1302 2402,718618458,Existing Customer,38,M,3,High School,Single,$60K - $80K,Blue,25,5,1,4,9859.0,1305,8554.0,0.722,4345 2403,719470458,Attrited Customer,46,M,3,College,Single,$80K - $120K,Blue,39,1,4,3,4026.0,243,3783.0,0.738,1102 2404,719587158,Existing Customer,37,M,1,High School,Single,$40K - $60K,Blue,25,3,2,3,2608.0,1799,809.0,0.732,2565 2405,715499808,Existing Customer,63,F,0,Unknown,Married,Less than $40K,Blue,36,4,1,4,3552.0,2517,1035.0,0.465,1342 2406,718589133,Existing Customer,65,F,1,Graduate,Single,Less than $40K,Blue,56,6,2,2,4613.0,1619,2994.0,0.6970000000000001,2328 2407,789235383,Existing Customer,38,M,4,College,Married,$80K - $120K,Blue,27,5,2,4,10386.0,1909,8477.0,1.43,2119 2408,773364483,Existing Customer,45,F,4,Doctorate,Unknown,Unknown,Silver,39,4,1,2,34516.0,1298,33218.0,0.757,1906 2409,713548158,Existing Customer,26,M,0,College,Single,$40K - $60K,Blue,36,5,2,3,2657.0,1611,1046.0,0.599,2349 2410,720264783,Existing Customer,58,F,2,Graduate,Married,Less than $40K,Blue,44,4,2,3,5031.0,1327,3704.0,0.5529999999999999,1433 2411,715319958,Attrited Customer,48,M,3,Uneducated,Married,$120K +,Blue,36,5,2,4,34516.0,787,33729.0,0.763,1312 2412,710528583,Existing Customer,26,F,0,Unknown,Single,$40K - $60K,Blue,16,6,2,4,1612.0,835,777.0,0.588,2148 2413,809990883,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,43,6,2,2,2423.0,1773,650.0,0.574,2038 2414,714412308,Attrited Customer,33,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,5,7140.0,0,7140.0,0.401,916 2415,772303458,Existing Customer,62,F,0,Doctorate,Married,$40K - $60K,Blue,51,3,3,2,3377.0,948,2429.0,0.461,1407 2416,721243083,Attrited Customer,55,M,3,Uneducated,Divorced,$80K - $120K,Blue,41,1,3,4,34516.0,2408,32108.0,0.7959999999999999,1187 2417,711990933,Existing Customer,40,F,2,Graduate,Single,Less than $40K,Blue,29,4,3,2,2295.0,0,2295.0,0.6990000000000001,3292 2418,819977058,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,41,3,3,2,3150.0,1543,1607.0,0.998,3432 2419,721467258,Existing Customer,58,M,1,High School,Married,$40K - $60K,Blue,36,3,2,5,2165.0,1135,1030.0,0.7070000000000001,1541 2420,719976558,Existing Customer,47,M,2,Graduate,Unknown,$60K - $80K,Blue,34,3,2,4,4249.0,1562,2687.0,0.773,1881 2421,718824783,Existing Customer,50,M,2,Unknown,Divorced,$60K - $80K,Blue,41,6,1,3,2966.0,1433,1533.0,0.49,1986 2422,713303733,Existing Customer,53,M,1,Graduate,Married,$120K +,Blue,41,6,3,2,1612.0,744,868.0,0.636,1564 2423,711129483,Existing Customer,45,M,3,Graduate,Married,$60K - $80K,Blue,36,3,1,3,14593.0,1504,13089.0,0.6679999999999999,3447 2424,779618433,Existing Customer,48,M,4,Uneducated,Single,$40K - $60K,Blue,38,6,3,2,8327.0,1551,6776.0,0.46299999999999997,4428 2425,797757333,Existing Customer,43,M,3,Post-Graduate,Married,$60K - $80K,Gold,37,6,1,2,34516.0,1580,32936.0,0.7070000000000001,4149 2426,814497483,Existing Customer,60,M,0,Uneducated,Married,$60K - $80K,Blue,55,6,1,2,6479.0,1393,5086.0,0.46799999999999997,1618 2427,709623483,Existing Customer,56,M,2,High School,Married,$120K +,Blue,41,4,1,3,18442.0,1470,16972.0,0.491,1281 2428,709056558,Existing Customer,43,F,3,College,Married,$40K - $60K,Blue,31,5,3,2,2800.0,2517,283.0,0.816,1994 2429,708238833,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,3032.0,2215,817.0,0.408,1387 2430,813261408,Existing Customer,52,F,1,Uneducated,Married,$40K - $60K,Blue,47,6,3,3,2151.0,1338,813.0,0.9259999999999999,3446 2431,720424608,Existing Customer,56,F,1,Unknown,Married,Unknown,Blue,36,6,3,2,24073.0,1084,22989.0,0.847,1341 2432,798022683,Attrited Customer,43,M,1,Graduate,Married,$80K - $120K,Blue,37,4,2,3,25517.0,321,25196.0,0.769,2508 2433,769756983,Existing Customer,38,M,3,Graduate,Married,$60K - $80K,Blue,32,3,1,2,7709.0,2227,5482.0,1.295,2520 2434,712674183,Existing Customer,53,M,2,College,Married,$40K - $60K,Blue,33,3,3,1,4065.0,2180,1885.0,0.321,1271 2435,708900408,Existing Customer,52,F,1,Graduate,Divorced,Unknown,Blue,35,3,2,4,13169.0,1499,11670.0,0.603,4370 2436,713625483,Existing Customer,58,M,2,College,Married,$80K - $120K,Blue,44,3,2,2,11811.0,2508,9303.0,0.47600000000000003,1469 2437,716869458,Existing Customer,34,F,3,College,Single,Less than $40K,Blue,36,3,6,1,7440.0,704,6736.0,0.551,2251 2438,788723133,Existing Customer,36,M,1,High School,Single,$40K - $60K,Blue,20,5,1,2,12714.0,976,11738.0,0.649,2240 2439,794462133,Existing Customer,55,F,0,Graduate,Single,$40K - $60K,Blue,35,5,1,3,3735.0,1978,1757.0,0.675,1749 2440,712604133,Existing Customer,54,M,1,Uneducated,Married,$80K - $120K,Blue,43,3,1,4,25882.0,1699,24183.0,0.428,1736 2441,714397983,Existing Customer,36,M,2,College,Married,$40K - $60K,Blue,36,4,3,1,3877.0,1495,2382.0,0.7829999999999999,1942 2442,788269158,Existing Customer,35,F,2,Graduate,Single,Unknown,Blue,27,4,3,0,3280.0,1806,1474.0,0.963,2534 2443,715898058,Existing Customer,53,M,2,Graduate,Married,$120K +,Blue,36,5,1,3,11023.0,0,11023.0,0.539,1656 2444,711906033,Existing Customer,48,F,3,Graduate,Unknown,Less than $40K,Blue,36,4,2,2,6182.0,1131,5051.0,0.5660000000000001,3546 2445,711367308,Existing Customer,37,M,3,Uneducated,Single,$40K - $60K,Blue,19,3,3,4,2186.0,1185,1001.0,0.998,2614 2446,790186458,Existing Customer,45,M,3,Uneducated,Single,$80K - $120K,Blue,39,3,1,0,17996.0,864,17132.0,0.597,1589 2447,712040433,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,43,6,2,3,2306.0,2200,106.0,0.6970000000000001,2097 2448,709616958,Existing Customer,38,M,2,High School,Single,$60K - $80K,Silver,30,4,3,4,26556.0,1583,24973.0,0.6940000000000001,3168 2449,714633858,Existing Customer,35,F,2,College,Married,Less than $40K,Blue,18,3,3,2,5779.0,2517,3262.0,1.2009999999999998,2102 2450,794818833,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,30,6,1,2,5494.0,2078,3416.0,0.79,2661 2451,711219333,Existing Customer,33,M,1,Post-Graduate,Married,$120K +,Blue,14,6,1,0,7571.0,2264,5307.0,0.696,2273 2452,713384508,Existing Customer,28,M,1,High School,Single,Less than $40K,Blue,14,4,3,1,2897.0,1398,1499.0,0.907,2698 2453,772514808,Existing Customer,36,F,2,Uneducated,Single,$40K - $60K,Blue,26,3,2,4,3131.0,2379,752.0,0.748,2315 2454,710808108,Existing Customer,34,F,3,College,Divorced,Less than $40K,Blue,27,3,3,2,4274.0,2517,1757.0,0.6659999999999999,2257 2455,778973658,Existing Customer,55,M,0,Doctorate,Married,$60K - $80K,Blue,36,4,6,4,4980.0,906,4074.0,0.721,2273 2456,712005108,Existing Customer,61,F,0,Post-Graduate,Married,Less than $40K,Blue,48,3,3,3,3156.0,2155,1001.0,0.43799999999999994,1376 2457,804577833,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,39,5,1,0,6861.0,2101,4760.0,0.46399999999999997,3974 2458,715028283,Existing Customer,54,M,1,Graduate,Married,$80K - $120K,Blue,46,3,3,2,15554.0,2497,13057.0,1.0270000000000001,2836 2459,789786258,Existing Customer,39,M,2,High School,Married,$80K - $120K,Blue,28,3,2,4,26570.0,1915,24655.0,1.454,2118 2460,715421058,Existing Customer,51,M,1,Unknown,Married,$60K - $80K,Blue,36,3,2,4,22224.0,979,21245.0,1.255,3346 2461,797166633,Existing Customer,47,M,2,Unknown,Single,$80K - $120K,Blue,41,6,2,4,10606.0,1713,8893.0,0.899,2694 2462,711041508,Existing Customer,37,F,1,High School,Married,$40K - $60K,Blue,25,4,3,4,5865.0,2517,3348.0,1.348,2623 2463,712847208,Existing Customer,47,F,3,Graduate,Unknown,$40K - $60K,Blue,36,5,2,3,5369.0,1854,3515.0,0.9590000000000001,1898 2464,779174133,Existing Customer,56,M,3,Uneducated,Married,$120K +,Blue,43,5,1,5,5188.0,753,4435.0,0.591,1540 2465,715680933,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,36,4,2,4,17742.0,1463,16279.0,0.8029999999999999,3369 2466,770871708,Existing Customer,62,M,0,Graduate,Married,$40K - $60K,Blue,48,5,1,5,2591.0,0,2591.0,0.601,2123 2467,772643058,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,48,6,2,3,2800.0,1834,966.0,0.615,1571 2468,718199133,Existing Customer,57,M,1,High School,Married,$80K - $120K,Blue,36,3,2,2,6543.0,2260,4283.0,0.44799999999999995,1519 2469,721475133,Existing Customer,54,F,1,Doctorate,Single,Unknown,Blue,36,6,3,4,26053.0,829,25224.0,0.669,2768 2470,766322883,Existing Customer,33,F,3,College,Single,$40K - $60K,Blue,26,6,3,5,6316.0,1344,4972.0,0.823,2401 2471,771197433,Existing Customer,54,F,1,Graduate,Married,Less than $40K,Blue,41,3,2,4,4658.0,588,4070.0,0.856,1351 2472,709516458,Existing Customer,30,M,0,Graduate,Divorced,$60K - $80K,Blue,22,3,3,3,6476.0,0,6476.0,0.551,2723 2473,716456808,Existing Customer,36,F,2,High School,Single,Less than $40K,Blue,36,6,2,5,8087.0,1263,6824.0,0.615,2429 2474,716819958,Existing Customer,60,M,2,Graduate,Married,$60K - $80K,Blue,50,3,1,2,9033.0,845,8188.0,0.6629999999999999,1661 2475,779449308,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,28,6,3,4,3206.0,0,3206.0,1.065,3253 2476,784891458,Existing Customer,55,M,1,Graduate,Married,$80K - $120K,Blue,49,4,3,3,28751.0,2158,26593.0,0.536,1502 2477,790004883,Existing Customer,55,M,1,High School,Married,$80K - $120K,Blue,47,3,3,3,2938.0,1995,943.0,0.514,1352 2478,770262183,Existing Customer,31,M,0,Uneducated,Single,Less than $40K,Blue,25,5,2,2,5715.0,1741,3974.0,0.816,2324 2479,715277583,Existing Customer,55,F,3,Uneducated,Divorced,Less than $40K,Blue,36,3,2,1,2111.0,1209,902.0,0.594,2803 2480,815510883,Existing Customer,36,M,2,Post-Graduate,Single,$40K - $60K,Blue,31,3,2,5,11862.0,2282,9580.0,0.8370000000000001,2576 2481,713997183,Existing Customer,34,F,2,Unknown,Single,Less than $40K,Blue,36,3,3,2,2791.0,2160,631.0,0.825,2214 2482,715107033,Existing Customer,33,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,4,6551.0,1440,5111.0,0.629,2429 2483,720706008,Existing Customer,30,M,2,Post-Graduate,Single,$40K - $60K,Blue,16,5,3,5,4533.0,1977,2556.0,0.664,2679 2484,710108133,Existing Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,0,1854.0,1528,326.0,0.444,1307 2485,718983333,Existing Customer,53,M,2,Uneducated,Married,$80K - $120K,Blue,43,6,1,3,6704.0,1354,5350.0,0.41100000000000003,1331 2486,714030183,Existing Customer,59,M,0,Graduate,Single,$80K - $120K,Silver,36,5,3,3,34516.0,1494,33022.0,1.229,3259 2487,710496708,Existing Customer,41,M,2,College,Single,$120K +,Blue,32,6,3,2,5489.0,1513,3976.0,0.87,4085 2488,714935883,Existing Customer,45,M,3,Uneducated,Married,$40K - $60K,Blue,36,3,1,1,10619.0,607,10012.0,0.883,4074 2489,718972758,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,40,5,3,3,2481.0,1287,1194.0,0.465,1825 2490,711827958,Existing Customer,57,M,2,Uneducated,Married,$60K - $80K,Blue,47,4,4,1,5100.0,1970,3130.0,0.371,1032 2491,778724058,Existing Customer,63,M,0,Doctorate,Single,$40K - $60K,Blue,49,5,4,3,5905.0,726,5179.0,0.85,3982 2492,809620833,Existing Customer,35,F,3,Unknown,Single,Unknown,Blue,30,3,3,2,9293.0,0,9293.0,0.897,2314 2493,718920708,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,25,5,3,3,5240.0,1451,3789.0,1.198,2172 2494,771051783,Existing Customer,53,M,3,High School,Married,$120K +,Blue,40,6,2,5,4182.0,741,3441.0,0.885,1297 2495,715970133,Existing Customer,33,F,4,College,Divorced,Less than $40K,Blue,24,6,2,2,9857.0,0,9857.0,0.6990000000000001,3448 2496,806889633,Existing Customer,38,M,2,Uneducated,Married,$80K - $120K,Blue,33,3,1,4,20117.0,1226,18891.0,1.4,2906 2497,717338733,Existing Customer,31,M,0,High School,Divorced,Less than $40K,Blue,22,3,2,3,6012.0,0,6012.0,0.968,2801 2498,779223858,Existing Customer,37,M,2,Graduate,Married,$60K - $80K,Blue,27,4,2,4,6369.0,0,6369.0,1.454,2675 2499,769980333,Existing Customer,36,M,1,Uneducated,Single,$80K - $120K,Blue,30,4,2,5,13005.0,2152,10853.0,1.4240000000000002,3023 2500,716112933,Attrited Customer,39,F,3,Graduate,Married,Unknown,Blue,36,3,2,3,1575.0,592,983.0,0.23600000000000002,644 2501,788783133,Existing Customer,58,F,0,Post-Graduate,Married,Less than $40K,Blue,39,5,3,3,6679.0,1207,5472.0,0.5379999999999999,1649 2502,816325533,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,34,6,3,5,6458.0,1802,4656.0,0.9229999999999999,2315 2503,720113433,Existing Customer,61,M,0,Unknown,Single,$60K - $80K,Blue,48,3,2,4,20803.0,1446,19357.0,0.736,2073 2504,717233058,Existing Customer,34,M,4,Unknown,Married,$40K - $60K,Blue,26,3,2,4,5540.0,1240,4300.0,0.843,1524 2505,710233683,Existing Customer,55,M,3,Graduate,Married,$80K - $120K,Blue,36,4,3,4,2801.0,2403,398.0,0.884,1526 2506,778327908,Existing Customer,50,M,2,Uneducated,Single,Less than $40K,Blue,40,4,3,5,2419.0,2380,39.0,0.695,4099 2507,716400633,Existing Customer,33,M,3,High School,Single,$40K - $60K,Blue,24,6,3,3,5156.0,1427,3729.0,0.48,2057 2508,787488108,Existing Customer,48,F,1,High School,Married,Unknown,Blue,36,6,4,4,14228.0,1953,12275.0,0.6509999999999999,1970 2509,771649083,Existing Customer,63,M,0,High School,Married,$80K - $120K,Blue,51,3,3,4,10257.0,1021,9236.0,0.467,1508 2510,789853533,Attrited Customer,54,M,3,High School,Married,$40K - $60K,Blue,44,2,1,5,3032.0,0,3032.0,0.9490000000000001,1037 2511,806256333,Attrited Customer,41,M,4,Graduate,Unknown,$60K - $80K,Blue,36,2,3,5,1438.3,312,1126.3,0.657,1786 2512,796336833,Existing Customer,51,M,3,Doctorate,Married,$80K - $120K,Blue,45,5,2,4,32096.0,0,32096.0,0.7659999999999999,2619 2513,713763633,Existing Customer,54,F,2,Graduate,Married,Unknown,Blue,46,5,3,2,3014.0,794,2220.0,0.5,1488 2514,710942358,Existing Customer,47,M,4,Unknown,Single,$40K - $60K,Blue,36,3,3,3,5762.0,1890,3872.0,0.938,3814 2515,713974533,Existing Customer,52,F,3,Post-Graduate,Single,Less than $40K,Blue,45,5,1,3,2555.0,1701,854.0,1.492,3127 2516,787231233,Existing Customer,34,M,5,Post-Graduate,Single,$80K - $120K,Silver,28,3,3,2,34516.0,1731,32785.0,0.605,2421 2517,719810583,Existing Customer,64,M,0,High School,Married,Less than $40K,Blue,54,4,3,2,2140.0,1361,779.0,0.46,1280 2518,717124983,Existing Customer,62,F,1,Uneducated,Married,$40K - $60K,Blue,43,3,1,1,4760.0,0,4760.0,0.564,1459 2519,787523283,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,27,6,2,5,26372.0,1365,25007.0,1.3940000000000001,2291 2520,719493858,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,43,5,2,2,8203.0,654,7549.0,0.588,2910 2521,709897983,Existing Customer,35,F,2,Doctorate,Married,$40K - $60K,Blue,24,5,2,3,2655.0,1527,1128.0,0.715,1921 2522,717225258,Existing Customer,35,M,2,Graduate,Single,$120K +,Blue,27,6,2,2,13655.0,1048,12607.0,0.509,2383 2523,803148033,Existing Customer,54,M,1,College,Married,$80K - $120K,Blue,48,6,1,5,12169.0,1935,10234.0,0.435,1599 2524,779474958,Existing Customer,35,F,3,Unknown,Single,Less than $40K,Blue,17,6,1,1,2956.0,1823,1133.0,0.9690000000000001,2144 2525,712060158,Existing Customer,35,M,0,Doctorate,Single,$60K - $80K,Blue,18,6,2,3,2598.0,1645,953.0,0.765,2483 2526,713292933,Existing Customer,36,F,3,Graduate,Single,Unknown,Blue,36,5,2,2,10566.0,726,9840.0,0.893,2156 2527,710982858,Existing Customer,33,F,3,Graduate,Single,$40K - $60K,Blue,36,6,1,2,8232.0,2259,5973.0,1.158,2849 2528,714542058,Existing Customer,53,M,1,Graduate,Unknown,$60K - $80K,Silver,44,5,2,1,26365.0,680,25685.0,0.498,3411 2529,712319058,Existing Customer,37,F,1,Uneducated,Married,Less than $40K,Blue,29,5,3,0,4671.0,1933,2738.0,0.986,2468 2530,744483633,Existing Customer,35,M,3,Graduate,Married,$120K +,Blue,28,4,3,2,14869.0,0,14869.0,1.624,2753 2531,714947883,Existing Customer,59,M,1,Graduate,Married,$40K - $60K,Blue,36,6,2,2,2300.0,1965,335.0,0.596,1693 2532,788776908,Existing Customer,47,M,1,Unknown,Unknown,$80K - $120K,Blue,28,6,1,4,2797.0,1802,995.0,0.675,3525 2533,714802458,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,30,5,2,1,2657.0,2115,542.0,0.688,3580 2534,721485708,Existing Customer,58,M,2,Uneducated,Married,$80K - $120K,Blue,46,6,1,3,9149.0,1806,7343.0,0.35,1220 2535,716378658,Existing Customer,55,F,2,Unknown,Married,Less than $40K,Blue,36,5,2,3,2629.0,1476,1153.0,0.537,1725 2536,713375658,Existing Customer,37,M,2,Graduate,Divorced,$40K - $60K,Blue,17,6,3,3,3176.0,0,3176.0,0.652,2298 2537,717828108,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,42,6,1,0,21875.0,2517,19358.0,0.409,1327 2538,788784258,Existing Customer,60,M,2,High School,Married,Unknown,Blue,41,5,2,4,3007.0,1664,1343.0,0.34,1475 2539,718875483,Existing Customer,50,M,1,College,Married,$60K - $80K,Blue,40,4,2,4,17404.0,1745,15659.0,0.54,4491 2540,811111083,Existing Customer,56,M,2,High School,Married,$60K - $80K,Blue,51,5,6,3,2863.0,2517,346.0,0.583,1458 2541,715749108,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Gold,37,5,1,2,34516.0,2429,32087.0,0.742,3205 2542,780197133,Existing Customer,40,M,4,Graduate,Single,$60K - $80K,Blue,30,4,1,1,13919.0,1266,12653.0,0.43799999999999994,3699 2543,719146008,Attrited Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,39,4,4,3,18672.0,2517,16155.0,0.799,1126 2544,717727308,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,36,6,2,2,4204.0,499,3705.0,0.635,4740 2545,718445883,Existing Customer,61,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,6859.0,2489,4370.0,0.65,1617 2546,795997908,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,30,6,3,3,16050.0,1480,14570.0,1.3259999999999998,3215 2547,710159658,Existing Customer,46,M,5,High School,Married,$120K +,Blue,32,5,2,2,34516.0,1024,33492.0,0.72,2436 2548,716068683,Existing Customer,28,M,0,Uneducated,Divorced,Unknown,Blue,36,3,3,3,16766.0,1535,15231.0,1.042,3093 2549,778844433,Existing Customer,49,M,5,Unknown,Single,$80K - $120K,Blue,30,3,2,1,20895.0,1808,19087.0,0.5720000000000001,3210 2550,715161633,Existing Customer,44,F,4,High School,Single,$40K - $60K,Blue,38,6,3,3,7881.0,2517,5364.0,0.738,3068 2551,773270058,Existing Customer,57,M,5,High School,Married,$80K - $120K,Blue,50,4,2,3,13427.0,0,13427.0,0.521,1337 2552,714120258,Existing Customer,37,M,2,Uneducated,Divorced,$80K - $120K,Blue,36,3,3,2,2281.0,1677,604.0,1.0270000000000001,2735 2553,720076458,Existing Customer,57,M,2,Uneducated,Married,$80K - $120K,Blue,52,6,2,4,10974.0,0,10974.0,0.591,1327 2554,720693033,Attrited Customer,33,M,1,Unknown,Married,$60K - $80K,Blue,36,1,3,4,8925.0,168,8757.0,0.447,741 2555,719978583,Existing Customer,46,M,2,High School,Married,$60K - $80K,Blue,40,4,1,3,5265.0,0,5265.0,0.524,3281 2556,712784058,Attrited Customer,45,F,2,High School,Divorced,Unknown,Blue,36,6,4,3,17156.0,2517,14639.0,0.7170000000000001,1142 2557,717261708,Existing Customer,53,M,1,Unknown,Married,$80K - $120K,Blue,36,4,2,3,13457.0,1248,12209.0,0.512,1548 2558,803665983,Existing Customer,52,M,0,Unknown,Married,$60K - $80K,Blue,46,3,2,4,2742.0,2184,558.0,0.5920000000000001,3829 2559,815838633,Existing Customer,34,M,1,Unknown,Married,$60K - $80K,Blue,29,3,2,3,3890.0,2286,1604.0,0.633,1889 2560,826706208,Existing Customer,55,M,3,Graduate,Single,$80K - $120K,Blue,51,6,2,3,17198.0,0,17198.0,0.8029999999999999,4042 2561,721218408,Existing Customer,53,M,4,High School,Married,$120K +,Blue,41,6,3,4,3401.0,1713,1688.0,0.773,1924 2562,779484408,Existing Customer,37,M,1,Unknown,Married,$60K - $80K,Blue,19,6,1,2,18951.0,1243,17708.0,1.148,2874 2563,710416533,Existing Customer,58,F,3,Unknown,Single,$40K - $60K,Blue,52,4,1,1,1454.0,888,566.0,1.19,3060 2564,719706483,Existing Customer,33,M,3,High School,Married,$120K +,Blue,20,6,3,2,27499.0,1188,26311.0,0.544,2202 2565,712206858,Existing Customer,39,M,3,Graduate,Married,$120K +,Blue,36,3,3,2,32964.0,2231,30733.0,1.7309999999999999,3094 2566,709886583,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,28,5,2,1,7411.0,633,6778.0,0.762,2761 2567,711040758,Existing Customer,32,M,0,Uneducated,Single,$40K - $60K,Blue,36,4,3,3,7200.0,0,7200.0,0.894,3006 2568,817197333,Existing Customer,26,F,1,Uneducated,Single,Unknown,Blue,13,6,2,3,12007.0,956,11051.0,0.8320000000000001,2678 2569,718929708,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,50,4,2,2,3147.0,1602,1545.0,0.569,1558 2570,721150833,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,18,6,2,5,5110.0,1942,3168.0,0.7490000000000001,3028 2571,714514983,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Blue,35,3,6,4,5438.0,2214,3224.0,0.6679999999999999,5029 2572,779888658,Existing Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,40,6,1,1,17450.0,2193,15257.0,0.419,1426 2573,715883358,Existing Customer,52,M,3,College,Married,$80K - $120K,Blue,39,3,3,2,18352.0,1509,16843.0,0.898,1454 2574,713363583,Existing Customer,34,M,2,Uneducated,Single,$120K +,Blue,17,3,1,2,5030.0,2326,2704.0,0.856,3345 2575,772935108,Existing Customer,47,M,1,Unknown,Divorced,$80K - $120K,Silver,38,3,2,3,34516.0,802,33714.0,0.899,1823 2576,820075983,Existing Customer,26,M,0,Graduate,Single,Less than $40K,Blue,21,4,3,2,1585.0,1535,50.0,0.462,2299 2577,721502958,Existing Customer,54,M,1,High School,Married,$120K +,Blue,42,5,3,3,3251.0,1919,1332.0,0.56,1406 2578,708596283,Existing Customer,35,F,3,Uneducated,Single,Less than $40K,Blue,23,3,2,2,2858.0,1251,1607.0,0.5760000000000001,2844 2579,710325258,Existing Customer,52,M,1,Unknown,Married,$80K - $120K,Silver,36,6,1,0,34516.0,1847,32669.0,0.527,3284 2580,708823908,Existing Customer,41,M,3,Graduate,Single,$60K - $80K,Blue,28,4,1,3,16443.0,1363,15080.0,0.688,4252 2581,826401858,Existing Customer,36,F,0,Uneducated,Divorced,Less than $40K,Blue,32,3,2,3,3687.0,1655,2032.0,0.742,2448 2582,709554483,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,36,5,1,3,4840.0,2517,2323.0,0.445,1637 2583,710545158,Existing Customer,42,M,3,Unknown,Single,$120K +,Blue,36,6,3,2,15108.0,0,15108.0,1.015,3738 2584,788621658,Existing Customer,54,M,1,College,Married,$60K - $80K,Blue,37,6,3,2,1909.0,1753,156.0,0.7879999999999999,1457 2585,716713533,Existing Customer,53,M,3,Post-Graduate,Single,$80K - $120K,Blue,44,5,2,2,19063.0,1236,17827.0,0.542,3393 2586,712338033,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,26,4,2,4,15982.0,1691,14291.0,0.8079999999999999,1687 2587,711639708,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,32,6,2,2,1438.3,0,1438.3,0.66,1794 2588,720216108,Existing Customer,27,F,2,College,Divorced,Less than $40K,Blue,14,4,3,3,2549.0,2130,419.0,0.693,2605 2589,718708908,Existing Customer,58,M,4,Graduate,Married,$60K - $80K,Blue,36,6,2,4,5967.0,2350,3617.0,0.5429999999999999,1426 2590,802890333,Existing Customer,59,M,1,Uneducated,Married,$40K - $60K,Blue,53,5,1,3,2182.0,1558,624.0,0.457,1660 2591,712965183,Existing Customer,63,F,2,Graduate,Married,Less than $40K,Blue,52,5,2,3,2689.0,2101,588.0,0.41600000000000004,1188 2592,796170933,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,51,6,2,4,30622.0,0,30622.0,1.329,3600 2593,712816833,Existing Customer,56,F,0,High School,Married,Unknown,Blue,48,4,1,2,4203.0,1965,2238.0,0.441,1425 2594,814829583,Existing Customer,42,F,3,Unknown,Single,Less than $40K,Blue,37,6,1,3,6453.0,0,6453.0,0.76,4822 2595,798769458,Existing Customer,29,F,1,High School,Single,Less than $40K,Blue,23,3,1,2,3318.0,927,2391.0,0.934,3011 2596,818034558,Existing Customer,44,M,2,Unknown,Unknown,$60K - $80K,Blue,39,5,3,3,22075.0,1506,20569.0,0.794,2337 2597,719483358,Existing Customer,33,M,1,College,Married,$40K - $60K,Blue,14,3,2,2,6746.0,1750,4996.0,0.9620000000000001,2962 2598,719647383,Existing Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,36,5,2,2,4408.0,1463,2945.0,0.728,2001 2599,714909108,Existing Customer,33,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,3,4838.0,1338,3500.0,0.7070000000000001,2641 2600,793678608,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Silver,40,5,1,4,34516.0,0,34516.0,0.938,3568 2601,720854358,Existing Customer,27,M,0,Unknown,Married,$40K - $60K,Blue,14,4,1,4,3823.0,2130,1693.0,0.371,2026 2602,709126833,Existing Customer,42,M,3,College,Unknown,$120K +,Blue,36,3,2,1,21670.0,2183,19487.0,0.995,4121 2603,788896983,Existing Customer,53,M,2,Graduate,Married,$60K - $80K,Blue,38,6,3,2,7928.0,1228,6700.0,0.632,1537 2604,715731033,Existing Customer,50,M,3,Graduate,Single,$120K +,Blue,42,3,1,3,33996.0,949,33047.0,0.846,3569 2605,717636933,Existing Customer,48,F,5,College,Divorced,$40K - $60K,Blue,40,3,1,1,4365.0,0,4365.0,0.598,3542 2606,772658658,Existing Customer,57,M,2,High School,Single,$60K - $80K,Blue,47,6,3,4,2248.0,0,2248.0,0.735,4439 2607,755943033,Existing Customer,34,F,2,Graduate,Single,Less than $40K,Blue,27,4,1,1,1901.0,1176,725.0,0.612,2450 2608,772399983,Existing Customer,55,M,2,College,Single,$80K - $120K,Silver,45,3,1,4,34516.0,1433,33083.0,0.728,1966 2609,826130133,Existing Customer,58,M,2,Graduate,Married,$120K +,Blue,54,6,2,4,31680.0,1812,29868.0,0.483,1121 2610,719238183,Existing Customer,55,F,3,Graduate,Married,Less than $40K,Blue,35,3,2,3,1872.0,1167,705.0,0.517,2238 2611,802666083,Existing Customer,48,F,2,Uneducated,Unknown,Less than $40K,Blue,42,3,2,2,2055.0,0,2055.0,1.064,3656 2612,713682708,Existing Customer,45,M,2,College,Divorced,$40K - $60K,Blue,37,5,1,2,10991.0,1328,9663.0,1.0270000000000001,3692 2613,712774008,Existing Customer,59,M,0,Uneducated,Married,Less than $40K,Blue,46,6,1,2,3939.0,2517,1422.0,0.376,1489 2614,717627333,Existing Customer,53,F,2,Post-Graduate,Married,$40K - $60K,Blue,40,5,1,4,2127.0,1995,132.0,0.374,1363 2615,779542608,Existing Customer,47,M,4,Uneducated,Single,$80K - $120K,Blue,32,3,3,2,34010.0,1340,32670.0,0.7440000000000001,1739 2616,715322958,Existing Customer,43,F,3,Unknown,Married,Unknown,Blue,36,4,2,1,6971.0,1506,5465.0,0.57,3575 2617,779100408,Existing Customer,33,F,1,Post-Graduate,Married,Less than $40K,Blue,15,6,2,0,1741.0,1328,413.0,0.69,2629 2618,715352883,Existing Customer,49,F,2,Post-Graduate,Single,Unknown,Blue,36,3,3,2,24904.0,0,24904.0,0.636,5176 2619,789963033,Attrited Customer,54,F,1,Graduate,Single,Less than $40K,Blue,45,3,5,5,1438.3,0,1438.3,0.647,1603 2620,710687508,Existing Customer,65,M,0,High School,Married,Less than $40K,Blue,56,6,3,1,2621.0,1858,763.0,0.987,2148 2621,789656358,Existing Customer,49,F,5,Graduate,Married,$40K - $60K,Blue,35,5,2,1,11115.0,1292,9823.0,0.797,3956 2622,715720083,Existing Customer,47,M,5,Unknown,Single,$80K - $120K,Blue,39,6,2,3,13241.0,0,13241.0,1.002,3157 2623,716584158,Existing Customer,51,M,4,High School,Married,$80K - $120K,Blue,42,6,1,2,14438.0,2517,11921.0,0.853,2090 2624,815727183,Existing Customer,36,M,3,High School,Single,$80K - $120K,Blue,31,6,1,1,5228.0,1443,3785.0,0.934,2683 2625,717066408,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,36,3,1,4,5550.0,1518,4032.0,1.182,2540 2626,708104658,Existing Customer,46,M,1,Graduate,Unknown,$40K - $60K,Blue,36,4,3,2,1438.3,890,548.3,1.143,2928 2627,718016808,Existing Customer,62,F,0,Unknown,Married,Less than $40K,Blue,55,3,1,0,2064.0,1282,782.0,0.455,1475 2628,814571058,Existing Customer,30,F,1,College,Single,Less than $40K,Blue,24,4,3,0,3450.0,2517,933.0,0.652,2545 2629,714757908,Existing Customer,46,M,4,Graduate,Married,$120K +,Silver,36,4,1,3,34516.0,1380,33136.0,0.66,2163 2630,710345808,Existing Customer,41,M,4,Uneducated,Divorced,$80K - $120K,Blue,36,6,2,2,30030.0,2028,28002.0,0.601,1828 2631,814752558,Existing Customer,50,M,1,Uneducated,Married,$40K - $60K,Blue,45,5,3,3,2151.0,1163,988.0,0.8490000000000001,2513 2632,721284258,Existing Customer,53,M,2,Unknown,Married,$80K - $120K,Blue,44,4,1,3,7181.0,2517,4664.0,0.545,1636 2633,719336583,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,44,3,3,3,27745.0,1300,26445.0,0.48200000000000004,1525 2634,797638383,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,4,3,2,4852.0,2016,2836.0,0.5760000000000001,3561 2635,708434733,Existing Customer,56,M,1,Graduate,Married,$60K - $80K,Blue,50,6,3,3,6735.0,2289,4446.0,0.6609999999999999,1249 2636,711802758,Existing Customer,63,M,1,Graduate,Married,$40K - $60K,Blue,53,4,1,2,6128.0,1895,4233.0,0.583,1700 2637,720620058,Existing Customer,41,M,4,High School,Unknown,$80K - $120K,Blue,36,4,3,2,23124.0,1746,21378.0,0.807,1959 2638,819169683,Existing Customer,34,M,2,Unknown,Married,$40K - $60K,Blue,29,3,2,2,3436.0,1650,1786.0,0.7879999999999999,1972 2639,709757583,Existing Customer,35,M,0,Unknown,Married,$120K +,Blue,36,5,2,1,3176.0,1510,1666.0,0.885,2074 2640,789307833,Existing Customer,44,M,4,College,Unknown,$120K +,Blue,34,5,3,3,8874.0,1590,7284.0,0.698,1849 2641,823912308,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,34,5,1,0,3402.0,1813,1589.0,0.653,1767 2642,720746208,Existing Customer,52,M,1,Graduate,Married,$80K - $120K,Blue,43,6,1,1,2689.0,2077,612.0,0.37799999999999995,1356 2643,709121283,Existing Customer,54,M,3,Uneducated,Married,Less than $40K,Blue,36,3,3,2,1556.0,1278,278.0,0.46,1615 2644,714093108,Existing Customer,58,F,2,High School,Single,$40K - $60K,Blue,36,3,3,3,7372.0,1210,6162.0,0.946,1707 2645,718368333,Existing Customer,26,M,0,College,Unknown,Less than $40K,Blue,13,6,1,2,5713.0,789,4924.0,0.6779999999999999,3323 2646,806752533,Existing Customer,27,F,1,Post-Graduate,Single,Less than $40K,Blue,22,4,1,3,2965.0,1635,1330.0,0.7,2553 2647,758521983,Existing Customer,33,M,1,Unknown,Married,$80K - $120K,Blue,26,3,2,2,9819.0,1200,8619.0,0.602,2198 2648,779473308,Existing Customer,32,M,0,Uneducated,Single,$60K - $80K,Blue,14,4,3,3,8186.0,0,8186.0,0.737,2411 2649,709376508,Existing Customer,58,F,1,College,Married,Less than $40K,Blue,49,3,3,2,3846.0,1285,2561.0,0.608,1815 2650,712589658,Existing Customer,45,F,4,Uneducated,Unknown,Less than $40K,Silver,30,5,2,2,13131.0,1965,11166.0,0.695,1795 2651,712141683,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,28,4,2,1,2944.0,753,2191.0,0.7070000000000001,3457 2652,712494108,Existing Customer,38,M,2,Post-Graduate,Single,$60K - $80K,Silver,36,3,3,4,34516.0,1954,32562.0,0.436,1872 2653,721350783,Existing Customer,54,M,2,High School,Married,$80K - $120K,Blue,38,6,3,4,5660.0,2006,3654.0,0.779,1569 2654,710133858,Existing Customer,40,F,1,Graduate,Unknown,Less than $40K,Blue,30,5,1,1,7554.0,1848,5706.0,0.767,4150 2655,719152383,Existing Customer,35,F,4,Uneducated,Married,Less than $40K,Blue,26,5,1,4,2494.0,1316,1178.0,1.486,2946 2656,715174158,Existing Customer,31,M,1,College,Married,$80K - $120K,Blue,36,4,1,0,25215.0,1445,23770.0,1.033,2588 2657,780040758,Existing Customer,40,F,4,College,Married,$40K - $60K,Blue,24,5,3,2,2606.0,1818,788.0,0.703,1999 2658,719525358,Existing Customer,52,M,0,Graduate,Single,$80K - $120K,Blue,43,4,3,3,8133.0,1942,6191.0,0.5720000000000001,3310 2659,710892408,Existing Customer,57,F,1,High School,Married,Less than $40K,Blue,36,6,2,2,3101.0,1257,1844.0,0.41600000000000004,1681 2660,713295183,Existing Customer,48,M,2,Graduate,Divorced,$80K - $120K,Blue,29,6,2,3,24446.0,1854,22592.0,0.782,3897 2661,789871233,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,39,5,3,2,2361.0,1342,1019.0,0.6,4316 2662,712663533,Existing Customer,40,M,4,High School,Single,$40K - $60K,Blue,32,6,4,2,2441.0,1656,785.0,0.762,3903 2663,820906233,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,41,5,2,2,8532.0,2165,6367.0,0.7070000000000001,3242 2664,821163408,Existing Customer,41,M,3,Unknown,Married,$80K - $120K,Blue,37,5,3,3,16954.0,1588,15366.0,0.878,3411 2665,708947208,Existing Customer,36,M,2,Graduate,Single,$80K - $120K,Blue,17,4,3,1,2900.0,2029,871.0,0.846,2631 2666,715261458,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,36,6,2,4,6827.0,0,6827.0,0.754,2621 2667,789310833,Existing Customer,44,F,3,College,Divorced,$40K - $60K,Blue,34,5,2,5,4513.0,1950,2563.0,0.83,3164 2668,818294958,Existing Customer,52,M,2,College,Married,$120K +,Blue,47,3,3,2,27347.0,719,26628.0,0.695,4040 2669,713902983,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,36,4,3,1,1676.0,1372,304.0,0.522,4381 2670,771693933,Existing Customer,62,F,1,Graduate,Married,Less than $40K,Blue,50,6,6,4,2802.0,1977,825.0,0.431,1757 2671,827984658,Attrited Customer,49,M,3,Post-Graduate,Married,$80K - $120K,Blue,45,3,0,4,23870.0,0,23870.0,0.604,1885 2672,789012633,Existing Customer,30,F,0,Graduate,Single,Less than $40K,Blue,17,3,2,1,4868.0,1090,3778.0,0.679,2907 2673,807237783,Existing Customer,50,M,3,Uneducated,Single,$60K - $80K,Blue,45,5,3,5,20437.0,1020,19417.0,0.563,4166 2674,803408733,Existing Customer,32,M,2,High School,Divorced,$60K - $80K,Blue,26,6,1,4,2239.0,1338,901.0,0.5670000000000001,2466 2675,824667708,Existing Customer,32,F,1,Graduate,Single,Less than $40K,Blue,28,6,3,3,2428.0,1027,1401.0,0.8240000000000001,3007 2676,807165033,Existing Customer,49,M,3,Post-Graduate,Single,$60K - $80K,Blue,44,3,1,5,15027.0,0,15027.0,0.8109999999999999,3533 2677,809984133,Existing Customer,37,M,2,Doctorate,Single,$120K +,Blue,32,3,3,5,32056.0,1887,30169.0,0.831,2730 2678,718949433,Existing Customer,42,F,3,College,Single,Unknown,Silver,31,3,2,2,34516.0,919,33597.0,0.919,3415 2679,751227183,Existing Customer,36,M,2,Unknown,Single,$80K - $120K,Blue,29,3,3,5,5346.0,1539,3807.0,0.777,2283 2680,716331408,Attrited Customer,52,F,4,Unknown,Married,Less than $40K,Blue,36,1,4,5,2143.0,0,2143.0,0.853,1353 2681,714199983,Existing Customer,48,M,3,Uneducated,Single,$60K - $80K,Gold,40,5,2,5,34516.0,2317,32199.0,0.6990000000000001,3927 2682,774172158,Existing Customer,29,M,1,Unknown,Single,$60K - $80K,Blue,19,3,1,2,23507.0,1990,21517.0,0.631,2650 2683,708171858,Existing Customer,33,F,3,Post-Graduate,Married,$40K - $60K,Blue,28,5,2,3,1864.0,1081,783.0,1.416,2607 2684,709074108,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,24,5,2,5,23032.0,840,22192.0,0.7390000000000001,2787 2685,721304133,Existing Customer,36,F,4,High School,Married,Less than $40K,Blue,36,4,1,3,4277.0,1578,2699.0,0.84,1855 2686,787430733,Existing Customer,56,F,2,High School,Married,$40K - $60K,Blue,41,5,3,2,2771.0,1446,1325.0,0.6859999999999999,1706 2687,711225933,Existing Customer,28,M,1,High School,Divorced,Less than $40K,Blue,36,5,3,4,2265.0,1935,330.0,0.653,2306 2688,717478983,Existing Customer,31,F,2,Uneducated,Divorced,Less than $40K,Blue,19,6,2,0,2853.0,1961,892.0,0.866,2697 2689,720949083,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,33,5,3,5,3075.0,2517,558.0,0.922,3534 2690,712851108,Existing Customer,51,F,3,High School,Married,Unknown,Blue,31,5,1,5,15340.0,2331,13009.0,0.565,2965 2691,713151258,Existing Customer,55,M,3,Graduate,Single,$40K - $60K,Blue,35,4,1,4,3065.0,0,3065.0,0.716,3524 2692,799731033,Existing Customer,34,F,2,Doctorate,Single,Less than $40K,Blue,28,3,3,2,1438.3,0,1438.3,0.892,3044 2693,822138333,Existing Customer,61,F,0,Graduate,Single,$40K - $60K,Blue,56,4,3,5,7118.0,813,6305.0,0.475,3964 2694,708532308,Existing Customer,37,M,2,Uneducated,Single,$60K - $80K,Blue,36,4,2,2,11419.0,2517,8902.0,1.2109999999999999,3000 2695,713718558,Existing Customer,46,M,3,Graduate,Married,$40K - $60K,Blue,37,6,2,5,2403.0,0,2403.0,0.727,3393 2696,778939683,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,32,4,3,2,2821.0,951,1870.0,0.5770000000000001,1452 2697,713322633,Existing Customer,54,M,1,Graduate,Married,$40K - $60K,Blue,43,4,3,3,2706.0,2517,189.0,0.506,1682 2698,754671558,Existing Customer,50,F,3,Unknown,Single,Less than $40K,Blue,43,6,1,4,2999.0,1958,1041.0,0.611,2073 2699,719291283,Existing Customer,36,F,4,High School,Single,Less than $40K,Blue,28,5,1,2,2226.0,1607,619.0,0.6559999999999999,2660 2700,720659283,Existing Customer,37,M,5,Graduate,Married,$60K - $80K,Blue,31,5,3,4,3351.0,1847,1504.0,0.67,1910 2701,719535558,Existing Customer,47,M,4,College,Divorced,$40K - $60K,Blue,36,5,1,1,5570.0,1858,3712.0,0.7829999999999999,4129 2702,771032658,Existing Customer,54,M,3,Unknown,Married,$80K - $120K,Blue,41,3,3,2,10448.0,1569,8879.0,0.48200000000000004,1604 2703,709468683,Existing Customer,64,F,0,High School,Married,Less than $40K,Blue,56,6,2,2,2174.0,1397,777.0,0.62,1755 2704,719455908,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,38,3,3,3,31501.0,0,31501.0,0.698,3742 2705,816890883,Existing Customer,35,M,2,Uneducated,Single,$60K - $80K,Blue,30,6,3,3,21695.0,1257,20438.0,0.7929999999999999,2266 2706,709826058,Existing Customer,49,M,2,Unknown,Married,$80K - $120K,Blue,36,3,1,1,34516.0,2435,32081.0,0.732,1805 2707,735008958,Existing Customer,42,M,5,Unknown,Married,$60K - $80K,Blue,35,6,3,2,13650.0,1253,12397.0,0.743,1703 2708,713766183,Existing Customer,49,M,0,Uneducated,Single,$80K - $120K,Blue,36,5,3,4,16156.0,2517,13639.0,0.804,4160 2709,719148633,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,46,6,2,4,2413.0,2015,398.0,0.47,1398 2710,789266208,Existing Customer,56,M,2,High School,Married,$80K - $120K,Blue,45,3,2,3,5920.0,1589,4331.0,0.512,1408 2711,718373658,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,28,6,3,0,5841.0,2463,3378.0,1.047,3817 2712,712255458,Existing Customer,37,M,3,High School,Single,$60K - $80K,Blue,36,3,1,5,8418.0,2051,6367.0,0.847,2879 2713,789494133,Existing Customer,30,M,0,High School,Married,Less than $40K,Blue,21,5,4,3,2490.0,1259,1231.0,1.079,2441 2714,714178458,Existing Customer,45,M,3,Post-Graduate,Married,$80K - $120K,Blue,35,3,3,2,20640.0,1603,19037.0,0.532,1792 2715,717595908,Existing Customer,54,M,1,High School,Married,$60K - $80K,Blue,37,5,1,1,9453.0,2188,7265.0,0.5720000000000001,1688 2716,798114033,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,40,4,2,4,7949.0,1514,6435.0,0.857,3355 2717,709479558,Existing Customer,36,F,4,College,Single,Less than $40K,Blue,36,3,2,1,2758.0,2168,590.0,1.046,3073 2718,778148283,Existing Customer,48,M,2,Doctorate,Single,$120K +,Blue,41,5,2,1,20148.0,1084,19064.0,0.79,3921 2719,719363283,Existing Customer,59,F,0,Doctorate,Single,Less than $40K,Blue,36,3,1,2,1438.3,0,1438.3,0.691,1904 2720,716225433,Existing Customer,60,M,1,Uneducated,Single,$80K - $120K,Blue,51,6,3,4,26566.0,2517,24049.0,0.985,3103 2721,719882583,Existing Customer,44,M,5,Graduate,Single,$60K - $80K,Blue,34,3,3,5,13477.0,2057,11420.0,0.684,3866 2722,711076533,Existing Customer,65,M,0,College,Divorced,Less than $40K,Blue,42,5,3,2,9706.0,1968,7738.0,1.022,3435 2723,820651908,Existing Customer,46,F,3,Graduate,Single,$40K - $60K,Blue,41,5,2,4,7457.0,0,7457.0,0.7170000000000001,3162 2724,710884683,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Silver,40,6,2,5,34516.0,807,33709.0,0.9670000000000001,3937 2725,797468658,Existing Customer,53,M,3,High School,Married,$120K +,Blue,47,5,1,3,19081.0,2431,16650.0,0.37,1536 2726,716375883,Existing Customer,53,F,3,Uneducated,Married,Unknown,Blue,36,6,2,2,2447.0,1558,889.0,0.511,1716 2727,711534183,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,36,4,2,4,28830.0,0,28830.0,0.7859999999999999,3533 2728,721083258,Existing Customer,37,F,4,High School,Divorced,$40K - $60K,Blue,22,5,1,3,2563.0,1638,925.0,0.6809999999999999,2064 2729,717986058,Existing Customer,29,F,0,High School,Single,Less than $40K,Blue,13,6,3,5,5240.0,1608,3632.0,1.2429999999999999,2712 2730,804610908,Existing Customer,49,F,2,Doctorate,Married,Less than $40K,Blue,44,4,3,0,3397.0,1962,1435.0,0.483,3295 2731,717602733,Existing Customer,47,M,3,Doctorate,Single,Less than $40K,Blue,35,4,3,2,1842.0,0,1842.0,0.726,4165 2732,770952933,Existing Customer,53,F,1,Unknown,Married,Less than $40K,Blue,40,4,2,4,2383.0,1938,445.0,0.597,1616 2733,713233908,Existing Customer,33,M,2,Graduate,Divorced,$60K - $80K,Blue,21,5,3,3,20791.0,0,20791.0,0.7440000000000001,2883 2734,755365233,Existing Customer,34,M,1,Graduate,Unknown,$60K - $80K,Blue,27,5,2,4,19900.0,1581,18319.0,0.838,3948 2735,715105908,Existing Customer,28,F,0,Graduate,Single,Unknown,Silver,15,3,3,3,32024.0,1232,30792.0,1.04,2507 2736,712658283,Existing Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,28,3,2,3,3701.0,969,2732.0,1.079,3222 2737,708796458,Existing Customer,30,F,2,Graduate,Single,Less than $40K,Blue,18,3,1,4,4199.0,1903,2296.0,1.0590000000000002,3016 2738,713557533,Existing Customer,34,M,3,High School,Single,$40K - $60K,Blue,21,4,1,3,4353.0,1655,2698.0,0.8059999999999999,2664 2739,710524533,Attrited Customer,38,F,4,College,Married,$40K - $60K,Blue,36,4,4,4,4913.0,2517,2396.0,0.348,899 2740,713412558,Existing Customer,39,F,4,Post-Graduate,Married,Less than $40K,Blue,22,3,3,1,5454.0,1108,4346.0,1.021,2674 2741,720000708,Existing Customer,32,F,0,Graduate,Married,Unknown,Blue,26,3,3,2,2172.0,1381,791.0,1.145,2945 2742,718934058,Existing Customer,36,M,2,Doctorate,Single,$40K - $60K,Blue,26,4,3,2,2845.0,2517,328.0,0.6859999999999999,2396 2743,710607408,Existing Customer,37,F,3,High School,Single,Unknown,Blue,28,3,1,4,18570.0,1524,17046.0,1.385,3999 2744,717613233,Existing Customer,45,M,4,Uneducated,Married,$60K - $80K,Silver,33,5,2,4,25907.0,745,25162.0,0.607,2058 2745,821710308,Existing Customer,38,F,3,Uneducated,Single,Less than $40K,Blue,33,5,3,2,2206.0,2018,188.0,0.648,1739 2746,716089983,Existing Customer,31,M,0,Graduate,Single,$40K - $60K,Blue,24,3,1,4,12050.0,1732,10318.0,0.804,2015 2747,720430083,Existing Customer,65,M,0,High School,Unknown,Less than $40K,Blue,36,3,3,2,2107.0,1008,1099.0,0.953,3913 2748,712071708,Existing Customer,63,F,0,Graduate,Married,Less than $40K,Blue,36,6,3,4,2107.0,1351,756.0,0.521,1320 2749,770721858,Existing Customer,65,M,1,Graduate,Married,Less than $40K,Blue,56,3,2,5,3539.0,2517,1022.0,0.34600000000000003,1463 2750,751381458,Existing Customer,43,F,3,College,Married,Unknown,Blue,36,3,3,4,27175.0,775,26400.0,0.5429999999999999,3814 2751,715629783,Existing Customer,51,M,1,Graduate,Married,$40K - $60K,Silver,36,6,2,2,17905.0,980,16925.0,0.731,4399 2752,768886533,Existing Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,31,3,1,3,4940.0,1199,3741.0,1.57,3246 2753,711023508,Existing Customer,55,F,1,Graduate,Married,Unknown,Blue,43,5,4,2,3161.0,1389,1772.0,0.307,1547 2754,711291558,Existing Customer,27,M,0,Uneducated,Single,$60K - $80K,Blue,36,4,3,3,2464.0,0,2464.0,0.502,2636 2755,714929283,Existing Customer,34,F,0,High School,Married,$40K - $60K,Blue,36,5,1,3,3203.0,2229,974.0,1.146,2625 2756,716285358,Existing Customer,32,F,1,College,Divorced,Less than $40K,Blue,36,3,5,4,1835.0,1017,818.0,0.82,2801 2757,710958033,Existing Customer,49,F,5,Uneducated,Single,Less than $40K,Blue,39,3,2,2,1993.0,0,1993.0,0.539,4075 2758,711368283,Existing Customer,39,M,2,Unknown,Married,$80K - $120K,Blue,27,3,3,2,34516.0,1629,32887.0,1.078,3448 2759,807275733,Existing Customer,27,M,0,Post-Graduate,Single,Unknown,Blue,22,5,2,2,7130.0,873,6257.0,0.53,2498 2760,708231183,Existing Customer,30,M,1,Uneducated,Divorced,Unknown,Blue,22,5,3,4,12539.0,910,11629.0,0.856,2643 2761,789690483,Existing Customer,39,M,4,High School,Married,$80K - $120K,Blue,25,6,2,3,8208.0,0,8208.0,1.568,3135 2762,789338583,Existing Customer,42,M,2,Doctorate,Married,$80K - $120K,Blue,32,4,2,2,26222.0,1073,25149.0,1.288,1988 2763,717411483,Existing Customer,55,M,4,College,Divorced,$80K - $120K,Blue,36,4,2,3,34173.0,1194,32979.0,1.056,3731 2764,720799608,Existing Customer,57,F,2,Graduate,Married,$40K - $60K,Blue,49,5,1,2,3377.0,1720,1657.0,0.491,1621 2765,714112383,Existing Customer,53,M,2,Graduate,Married,$120K +,Blue,43,6,3,2,5882.0,2335,3547.0,0.579,1380 2766,717994608,Existing Customer,51,M,0,Graduate,Married,$80K - $120K,Blue,40,4,3,2,7158.0,0,7158.0,0.904,2113 2767,798558783,Existing Customer,47,M,3,Graduate,Married,Less than $40K,Blue,41,6,1,4,5833.0,1747,4086.0,0.551,3732 2768,716875083,Existing Customer,26,F,0,High School,Single,$40K - $60K,Blue,36,6,3,4,4152.0,0,4152.0,0.804,2351 2769,714603558,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,24,6,2,3,11699.0,1758,9941.0,0.8690000000000001,2007 2770,789903708,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,35,6,3,2,4505.0,1562,2943.0,0.604,3968 2771,801989733,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,48,6,3,2,7667.0,1193,6474.0,1.101,3915 2772,789504183,Existing Customer,37,M,4,Graduate,Single,$120K +,Blue,28,3,3,4,34516.0,0,34516.0,0.5720000000000001,2574 2773,714574083,Existing Customer,36,F,3,Graduate,Single,Less than $40K,Blue,31,3,2,3,2937.0,2159,778.0,0.67,2511 2774,717978033,Existing Customer,36,F,1,High School,Single,Less than $40K,Blue,36,5,3,4,5257.0,1572,3685.0,0.732,2822 2775,711256908,Existing Customer,39,M,2,High School,Single,$60K - $80K,Blue,28,6,3,3,10331.0,957,9374.0,0.6990000000000001,3695 2776,721023708,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,36,3,3,3,17557.0,0,17557.0,0.667,2142 2777,714522258,Existing Customer,56,F,2,Graduate,Married,Less than $40K,Blue,48,6,3,2,4366.0,1590,2776.0,0.475,1596 2778,714247458,Existing Customer,56,F,4,Uneducated,Single,Unknown,Blue,46,6,2,2,8037.0,2276,5761.0,0.406,3271 2779,780416433,Existing Customer,38,M,2,Unknown,Married,Less than $40K,Blue,25,4,1,3,8740.0,734,8006.0,1.072,2169 2780,713644758,Existing Customer,49,M,3,Graduate,Single,$120K +,Blue,36,6,2,3,8514.0,2013,6501.0,0.664,4098 2781,712700358,Existing Customer,36,F,4,Uneducated,Single,Less than $40K,Blue,26,4,3,2,2002.0,1377,625.0,0.6709999999999999,2411 2782,779873508,Existing Customer,51,F,0,High School,Married,Less than $40K,Blue,35,5,3,4,3132.0,1815,1317.0,1.018,3607 2783,779342958,Existing Customer,26,F,0,College,Married,$40K - $60K,Blue,13,2,3,3,2010.0,1070,940.0,0.9059999999999999,3625 2784,711738333,Existing Customer,34,M,2,Graduate,Married,$80K - $120K,Blue,23,6,2,3,7567.0,1776,5791.0,1.275,2361 2785,709413933,Attrited Customer,56,M,2,High School,Single,$40K - $60K,Blue,40,2,6,4,2381.0,651,1730.0,0.5920000000000001,1920 2786,720323208,Existing Customer,43,M,2,Graduate,Married,$120K +,Silver,31,6,2,4,34516.0,2398,32118.0,0.917,4976 2787,708132783,Existing Customer,47,F,3,Uneducated,Single,Unknown,Blue,42,6,2,2,16411.0,1179,15232.0,0.8490000000000001,3929 2788,713372583,Existing Customer,42,F,4,High School,Single,Less than $40K,Blue,19,3,2,0,1438.3,0,1438.3,0.6759999999999999,3786 2789,710092683,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,30,2,3,2,3735.0,1421,2314.0,0.57,1837 2790,779284833,Existing Customer,55,M,2,Post-Graduate,Single,$60K - $80K,Blue,37,3,3,1,22127.0,1799,20328.0,0.758,3591 2791,713426358,Existing Customer,28,F,0,College,Married,Unknown,Blue,36,3,2,3,5685.0,0,5685.0,1.334,2395 2792,717132633,Existing Customer,62,M,0,Uneducated,Single,$40K - $60K,Blue,50,3,2,2,7348.0,1466,5882.0,1.236,3066 2793,714967233,Attrited Customer,52,M,2,Doctorate,Married,$120K +,Blue,34,3,2,3,11188.0,0,11188.0,0.6579999999999999,2109 2794,767587833,Existing Customer,44,M,3,Unknown,Single,$120K +,Blue,37,3,1,5,3650.0,2512,1138.0,0.7390000000000001,4599 2795,714954033,Existing Customer,29,F,0,Post-Graduate,Single,Less than $40K,Blue,36,5,2,3,5076.0,1223,3853.0,0.83,2675 2796,716154258,Existing Customer,48,M,4,Doctorate,Unknown,$60K - $80K,Silver,38,3,2,2,32658.0,1482,31176.0,0.941,2023 2797,755399433,Existing Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,36,6,1,2,28634.0,926,27708.0,0.622,4549 2798,709876008,Existing Customer,49,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,1,3,3414.0,1473,1941.0,0.597,1803 2799,709918158,Existing Customer,43,M,3,High School,Married,$80K - $120K,Blue,23,5,6,1,12315.0,0,12315.0,0.895,2028 2800,713350908,Existing Customer,41,F,2,Uneducated,Married,$40K - $60K,Blue,36,5,3,3,2690.0,1912,778.0,0.6920000000000001,3636 2801,715759458,Existing Customer,43,M,3,Graduate,Single,$80K - $120K,Blue,31,6,2,4,12165.0,0,12165.0,1.16,4066 2802,713976258,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,46,4,1,3,1792.0,989,803.0,1.202,3102 2803,790174608,Existing Customer,37,M,1,Doctorate,Single,$80K - $120K,Blue,30,6,3,2,19300.0,1181,18119.0,0.764,2660 2804,771335358,Existing Customer,37,M,2,College,Divorced,$40K - $60K,Blue,24,3,3,4,8120.0,2098,6022.0,0.826,3161 2805,708382083,Existing Customer,49,M,5,High School,Married,$80K - $120K,Blue,36,6,2,2,2292.0,0,2292.0,0.976,2584 2806,771829758,Existing Customer,36,M,3,Uneducated,Married,$80K - $120K,Blue,25,6,3,3,21434.0,1345,20089.0,0.603,2143 2807,767333808,Existing Customer,50,F,2,Graduate,Unknown,Less than $40K,Blue,43,5,3,4,3424.0,0,3424.0,0.765,4929 2808,721385433,Existing Customer,64,M,0,Unknown,Married,Less than $40K,Blue,51,3,3,4,2787.0,1201,1586.0,0.37200000000000005,1662 2809,794293908,Existing Customer,36,F,3,College,Single,Unknown,Blue,30,3,2,3,8696.0,1482,7214.0,1.002,2847 2810,720409608,Existing Customer,45,M,3,High School,Married,$120K +,Blue,35,6,2,3,32446.0,1974,30472.0,0.621,1717 2811,717830583,Existing Customer,41,M,2,Graduate,Married,$80K - $120K,Blue,36,6,3,3,9133.0,2140,6993.0,0.649,4101 2812,715455708,Existing Customer,47,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,2,5116.0,1468,3648.0,0.91,2361 2813,719108358,Existing Customer,39,M,2,Post-Graduate,Married,$80K - $120K,Blue,31,5,2,1,18974.0,2517,16457.0,1.369,2783 2814,769323183,Existing Customer,51,M,4,Uneducated,Single,$120K +,Blue,45,6,2,3,12101.0,2517,9584.0,0.733,2086 2815,820020258,Existing Customer,55,F,1,High School,Single,$40K - $60K,Blue,46,5,3,4,5379.0,962,4417.0,0.8270000000000001,1778 2816,719234883,Existing Customer,57,M,3,Graduate,Single,$120K +,Blue,49,5,3,3,32676.0,2134,30542.0,0.797,3990 2817,807349158,Existing Customer,36,M,4,Doctorate,Divorced,$120K +,Blue,31,4,3,4,34516.0,1491,33025.0,0.93,2243 2818,710799783,Existing Customer,35,M,2,Unknown,Married,$120K +,Blue,36,4,3,4,15202.0,1779,13423.0,1.392,3143 2819,778456983,Existing Customer,38,F,2,Unknown,Single,Less than $40K,Blue,23,5,3,3,2222.0,1205,1017.0,0.395,1823 2820,708644208,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,34,5,2,4,5858.0,0,5858.0,0.853,3355 2821,711659958,Existing Customer,65,F,0,Graduate,Married,$40K - $60K,Blue,56,4,2,1,2692.0,1869,823.0,0.7440000000000001,1594 2822,798988983,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,45,6,3,2,7165.0,2037,5128.0,0.83,3553 2823,710760258,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,38,4,3,4,1438.3,0,1438.3,1.084,4740 2824,799700208,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Silver,32,5,1,1,26988.0,1587,25401.0,0.968,3732 2825,772401933,Existing Customer,36,F,1,Unknown,Single,Less than $40K,Blue,26,3,3,2,2517.0,0,2517.0,0.946,3569 2826,787460883,Attrited Customer,41,M,3,Uneducated,Married,$40K - $60K,Blue,28,3,3,4,11091.0,0,11091.0,0.522,1234 2827,770937183,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Silver,27,3,1,2,10745.0,2084,8661.0,0.847,3502 2828,715468083,Existing Customer,40,F,2,Doctorate,Married,Unknown,Silver,36,3,2,4,34516.0,1686,32830.0,0.562,3146 2829,807161508,Existing Customer,26,M,1,Unknown,Single,Less than $40K,Blue,20,6,3,2,2590.0,1748,842.0,0.626,2804 2830,772268058,Existing Customer,46,F,4,Uneducated,Single,Less than $40K,Blue,35,5,2,3,2722.0,1473,1249.0,0.737,3129 2831,710166783,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,0,8228.0,0,8228.0,0.9420000000000001,4277 2832,804820233,Existing Customer,38,M,2,Unknown,Divorced,$80K - $120K,Blue,33,6,3,2,11777.0,1781,9996.0,0.565,2763 2833,708758658,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,39,5,1,1,34516.0,543,33973.0,0.745,3951 2834,714011358,Existing Customer,38,M,3,Graduate,Divorced,$80K - $120K,Blue,24,5,1,3,14821.0,0,14821.0,0.6609999999999999,2876 2835,712401033,Existing Customer,36,M,1,Unknown,Single,Less than $40K,Blue,23,4,3,1,1438.3,928,510.3,0.851,2186 2836,771212508,Existing Customer,34,F,2,Unknown,Single,Less than $40K,Blue,21,6,3,4,6131.0,1270,4861.0,0.9129999999999999,2825 2837,821150958,Existing Customer,52,M,5,Graduate,Single,$80K - $120K,Blue,47,3,1,1,2047.0,665,1382.0,0.605,3452 2838,792272658,Existing Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,34,3,3,4,22380.0,1220,21160.0,0.884,3756 2839,809818008,Existing Customer,36,M,3,Uneducated,Married,$80K - $120K,Blue,31,3,3,5,12893.0,1620,11273.0,0.5760000000000001,2300 2840,803231058,Existing Customer,53,M,3,High School,Single,Less than $40K,Blue,47,5,1,1,3351.0,1474,1877.0,0.39299999999999996,4294 2841,715698633,Existing Customer,40,F,2,Unknown,Married,Less than $40K,Blue,36,3,1,1,5093.0,2376,2717.0,0.8220000000000001,2341 2842,720450108,Existing Customer,54,M,1,Graduate,Married,$40K - $60K,Blue,44,5,1,1,1438.3,0,1438.3,0.5760000000000001,1585 2843,719076858,Existing Customer,34,M,4,College,Single,$60K - $80K,Blue,20,5,1,2,2165.0,1952,213.0,0.8220000000000001,2651 2844,720016308,Existing Customer,62,F,1,Unknown,Single,Less than $40K,Blue,54,4,2,2,1927.0,1319,608.0,0.672,4199 2845,712443558,Existing Customer,39,F,1,College,Single,Unknown,Blue,36,6,1,1,22125.0,0,22125.0,0.645,1994 2846,711835758,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,42,4,5,3,34516.0,2099,32417.0,0.449,1756 2847,709284333,Existing Customer,36,M,1,Uneducated,Divorced,$120K +,Blue,28,6,3,2,5260.0,1116,4144.0,0.664,2546 2848,788122533,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,48,6,2,2,1438.3,0,1438.3,0.706,1336 2849,709206333,Attrited Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,30,3,4,4,4333.0,0,4333.0,0.46299999999999997,1558 2850,713039808,Existing Customer,45,M,4,College,Married,Less than $40K,Blue,32,3,2,1,6637.0,0,6637.0,0.675,1801 2851,801700233,Existing Customer,36,M,2,Graduate,Single,$120K +,Blue,28,4,3,0,3174.0,2462,712.0,0.772,3140 2852,716815308,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,36,4,2,5,4396.0,1489,2907.0,1.258,3942 2853,821149008,Attrited Customer,52,M,2,Graduate,Single,$80K - $120K,Blue,48,6,2,4,34516.0,0,34516.0,0.539,1661 2854,720580383,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,37,3,2,4,1438.3,0,1438.3,0.868,3637 2855,780202908,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,43,3,3,4,6853.0,1480,5373.0,0.513,2833 2856,787504158,Existing Customer,36,F,0,Unknown,Married,Less than $40K,Blue,24,4,3,2,2570.0,2230,340.0,0.6859999999999999,1755 2857,716183283,Existing Customer,27,F,1,College,Divorced,Less than $40K,Blue,15,5,3,2,2166.0,890,1276.0,1.024,3563 2858,824168808,Existing Customer,31,F,1,College,Divorced,Unknown,Blue,27,4,6,3,3647.0,1480,2167.0,0.76,2271 2859,712936908,Existing Customer,36,M,3,Unknown,Single,$60K - $80K,Blue,36,3,1,1,11684.0,1786,9898.0,0.8059999999999999,2969 2860,719855958,Existing Customer,41,M,4,High School,Single,$60K - $80K,Blue,28,6,1,4,4475.0,0,4475.0,0.706,3367 2861,710112933,Existing Customer,28,M,1,Uneducated,Single,$60K - $80K,Blue,18,6,3,2,16604.0,1716,14888.0,1.025,2580 2862,768364233,Existing Customer,59,M,1,High School,Married,$40K - $60K,Blue,53,6,2,5,5446.0,1885,3561.0,0.643,1505 2863,771725808,Existing Customer,43,M,3,Uneducated,Unknown,$80K - $120K,Blue,31,5,1,4,28700.0,769,27931.0,0.9009999999999999,3395 2864,780686358,Existing Customer,41,M,3,Unknown,Married,$60K - $80K,Blue,30,3,1,1,2888.0,1676,1212.0,0.534,3798 2865,712762758,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,34,4,2,0,9451.0,1280,8171.0,0.6809999999999999,3179 2866,714392808,Existing Customer,51,M,3,Unknown,Married,$80K - $120K,Blue,43,3,4,5,13933.0,1019,12914.0,0.875,3504 2867,713089458,Existing Customer,44,M,1,High School,Married,Less than $40K,Blue,33,5,2,2,6130.0,808,5322.0,0.747,3411 2868,826780683,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,36,6,2,2,15008.0,0,15008.0,0.784,3943 2869,780251658,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,18,4,1,4,4583.0,1586,2997.0,0.828,2395 2870,772273983,Attrited Customer,48,M,4,Uneducated,Single,$40K - $60K,Blue,37,1,3,4,5268.0,2191,3077.0,0.622,2138 2871,737944908,Existing Customer,58,M,2,Unknown,Married,$60K - $80K,Blue,51,4,2,2,14976.0,1463,13513.0,0.635,1599 2872,720688158,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,25,3,2,4,2282.0,0,2282.0,0.741,2751 2873,719902908,Attrited Customer,51,M,3,Unknown,Married,$80K - $120K,Blue,36,3,3,3,5130.0,0,5130.0,0.40700000000000003,1434 2874,771682533,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Blue,31,4,3,2,5702.0,0,5702.0,0.773,3928 2875,708193008,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,30,3,3,4,14480.0,0,14480.0,0.703,1616 2876,772449858,Existing Customer,51,M,3,Graduate,Divorced,$40K - $60K,Blue,41,5,3,4,7570.0,1388,6182.0,0.909,3849 2877,715992558,Existing Customer,52,M,2,Doctorate,Married,$80K - $120K,Blue,38,4,2,2,12878.0,1628,11250.0,0.542,1968 2878,708502908,Existing Customer,61,M,2,High School,Single,$60K - $80K,Silver,48,5,2,3,26218.0,0,26218.0,0.74,3925 2879,720132258,Existing Customer,49,M,3,Post-Graduate,Single,$120K +,Silver,36,6,1,5,34516.0,1323,33193.0,0.934,3422 2880,708704433,Existing Customer,36,F,3,High School,Single,Unknown,Blue,23,6,3,4,2804.0,2090,714.0,1.248,2812 2881,720906033,Existing Customer,35,M,1,Graduate,Married,$40K - $60K,Blue,25,5,4,4,5801.0,1176,4625.0,1.12,2987 2882,719961183,Existing Customer,63,F,0,High School,Married,Less than $40K,Blue,53,5,3,2,2271.0,1278,993.0,0.375,1550 2883,718838808,Existing Customer,36,F,1,Post-Graduate,Married,Less than $40K,Blue,23,6,3,3,3107.0,2354,753.0,1.248,2720 2884,710268858,Existing Customer,33,F,4,Graduate,Single,Less than $40K,Blue,22,5,1,2,2001.0,1217,784.0,0.775,3162 2885,788360283,Existing Customer,33,M,1,Graduate,Single,$80K - $120K,Blue,26,4,1,0,1438.3,0,1438.3,0.865,2557 2886,717914808,Existing Customer,65,M,1,High School,Single,Unknown,Blue,36,4,3,5,4465.0,703,3762.0,1.026,4044 2887,802884933,Existing Customer,61,M,1,Graduate,Married,$60K - $80K,Blue,55,6,2,3,3264.0,1348,1916.0,0.7559999999999999,1665 2888,714436383,Existing Customer,44,M,4,Graduate,Unknown,$80K - $120K,Blue,34,4,3,2,26856.0,0,26856.0,0.581,4222 2889,718785483,Existing Customer,38,M,1,Doctorate,Single,$80K - $120K,Silver,29,6,3,3,34516.0,1435,33081.0,1.13,4238 2890,708816408,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,32,4,6,3,21756.0,0,21756.0,0.8170000000000001,3063 2891,715363908,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,26,4,1,2,4726.0,1551,3175.0,0.544,3658 2892,709163358,Attrited Customer,41,M,5,Unknown,Single,$60K - $80K,Gold,32,2,3,4,34516.0,2517,31999.0,0.465,1727 2893,827643858,Existing Customer,45,F,2,Unknown,Single,Less than $40K,Blue,41,6,2,2,5596.0,0,5596.0,0.833,3212 2894,711251133,Existing Customer,37,M,0,Post-Graduate,Single,$80K - $120K,Blue,27,5,2,3,15326.0,0,15326.0,1.159,2990 2895,716896833,Existing Customer,51,M,1,Unknown,Single,$80K - $120K,Blue,38,3,1,4,11373.0,1319,10054.0,0.693,1976 2896,789193383,Existing Customer,65,M,0,Uneducated,Single,Less than $40K,Blue,54,3,1,5,2644.0,1691,953.0,0.755,3495 2897,712801758,Existing Customer,37,F,1,Graduate,Single,$40K - $60K,Blue,27,6,1,2,2673.0,2517,156.0,0.7140000000000001,3052 2898,719836083,Existing Customer,54,M,4,Unknown,Married,$60K - $80K,Blue,36,3,4,2,7477.0,1752,5725.0,0.294,1543 2899,718291233,Existing Customer,46,M,4,Graduate,Married,$80K - $120K,Blue,33,5,1,3,16227.0,917,15310.0,0.479,4314 2900,718682883,Existing Customer,41,M,2,Unknown,Single,$80K - $120K,Blue,34,3,3,1,19110.0,2449,16661.0,1.0,4478 2901,771503958,Existing Customer,49,M,2,Unknown,Single,$40K - $60K,Blue,37,5,1,3,2993.0,1265,1728.0,0.579,4089 2902,771960708,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,40,3,2,4,3290.0,2461,829.0,0.797,3591 2903,717427983,Existing Customer,50,F,3,High School,Single,Less than $40K,Silver,39,4,3,4,11176.0,2422,8754.0,1.003,2682 2904,712737108,Existing Customer,48,F,4,High School,Married,Unknown,Blue,36,4,1,2,21416.0,0,21416.0,0.7020000000000001,4221 2905,771599283,Existing Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,3,2,5,2492.0,1668,824.0,0.6509999999999999,1606 2906,717237708,Existing Customer,54,M,2,Post-Graduate,Single,$60K - $80K,Blue,38,3,3,5,14265.0,1878,12387.0,0.847,3982 2907,710703708,Existing Customer,46,F,4,Unknown,Single,$40K - $60K,Silver,35,6,3,2,16985.0,968,16017.0,0.455,2961 2908,712513458,Existing Customer,47,F,4,High School,Single,Less than $40K,Blue,38,4,1,4,7469.0,1899,5570.0,0.9990000000000001,3150 2909,709690158,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,36,6,1,2,4592.0,2517,2075.0,0.5720000000000001,1470 2910,709959858,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,32,6,3,4,4341.0,0,4341.0,0.613,3825 2911,720683958,Existing Customer,41,M,4,Uneducated,Divorced,$80K - $120K,Gold,36,6,2,2,34516.0,0,34516.0,0.742,4077 2912,780704358,Existing Customer,34,M,3,Post-Graduate,Unknown,$60K - $80K,Silver,23,4,3,0,27710.0,0,27710.0,0.777,4014 2913,717843783,Existing Customer,33,F,1,College,Single,Less than $40K,Silver,17,4,3,2,13431.0,1583,11848.0,0.621,2338 2914,718318383,Existing Customer,49,M,1,High School,Unknown,$60K - $80K,Blue,36,6,3,4,2645.0,1499,1146.0,0.67,4251 2915,708849858,Existing Customer,44,M,3,Doctorate,Single,$120K +,Blue,35,4,1,5,14028.0,1435,12593.0,0.57,3683 2916,712652283,Existing Customer,36,M,1,Uneducated,Divorced,$80K - $120K,Blue,28,4,1,3,34516.0,774,33742.0,0.9890000000000001,3030 2917,793461933,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,31,4,2,4,5699.0,1006,4693.0,0.7340000000000001,2835 2918,720084183,Existing Customer,46,M,3,Unknown,Divorced,$120K +,Blue,34,5,2,4,16284.0,0,16284.0,0.889,3018 2919,767114958,Existing Customer,65,M,0,Uneducated,Single,Less than $40K,Blue,56,4,2,2,3226.0,2073,1153.0,1.035,3250 2920,709216533,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,36,6,3,4,2803.0,778,2025.0,0.55,3142 2921,720897783,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,30,6,2,5,34516.0,2010,32506.0,0.594,2776 2922,773503308,Existing Customer,59,M,1,Uneducated,Single,Less than $40K,Blue,53,5,5,4,2192.0,1569,623.0,0.706,4010 2923,719963433,Existing Customer,37,F,3,Unknown,Single,Unknown,Blue,29,3,2,2,8318.0,1945,6373.0,1.4869999999999999,3676 2924,708139833,Attrited Customer,40,M,3,Graduate,Unknown,$60K - $80K,Blue,30,4,2,3,6391.0,0,6391.0,0.632,2323 2925,710664558,Existing Customer,40,F,3,High School,Married,Less than $40K,Blue,31,5,2,4,4736.0,945,3791.0,0.835,3927 2926,713687508,Existing Customer,59,M,1,Doctorate,Single,$60K - $80K,Blue,49,5,2,4,9944.0,1606,8338.0,0.62,3159 2927,816312633,Existing Customer,52,F,3,College,Married,$40K - $60K,Blue,47,6,3,3,4717.0,0,4717.0,0.563,2349 2928,712019883,Existing Customer,43,F,4,Unknown,Unknown,Unknown,Blue,34,5,3,3,12778.0,1528,11250.0,0.777,3337 2929,718216008,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,38,5,2,3,16920.0,2157,14763.0,0.629,3275 2930,718345233,Existing Customer,45,F,2,Graduate,Unknown,Less than $40K,Blue,35,6,3,3,3240.0,2517,723.0,0.636,1904 2931,771228183,Existing Customer,30,F,0,Graduate,Divorced,Less than $40K,Blue,17,4,1,3,4704.0,0,4704.0,1.177,3294 2932,789430083,Existing Customer,41,F,5,High School,Single,$40K - $60K,Blue,32,6,1,2,14987.0,1425,13562.0,0.8,4470 2933,779524833,Existing Customer,51,M,1,Unknown,Single,$80K - $120K,Blue,34,4,3,3,3554.0,1563,1991.0,0.893,3640 2934,823621083,Existing Customer,46,M,3,Graduate,Married,$120K +,Blue,42,3,3,4,9227.0,938,8289.0,0.735,3948 2935,715563558,Existing Customer,50,M,1,Unknown,Married,$120K +,Blue,40,3,3,2,7522.0,1057,6465.0,1.197,2533 2936,715424283,Existing Customer,31,F,0,College,Married,Less than $40K,Blue,21,5,2,2,1677.0,0,1677.0,1.369,3059 2937,807209808,Existing Customer,48,M,1,High School,Single,$60K - $80K,Blue,40,6,2,2,2319.0,1630,689.0,0.846,3739 2938,716578158,Existing Customer,39,F,1,Unknown,Married,Less than $40K,Blue,29,6,2,5,2722.0,1592,1130.0,1.319,3205 2939,708911508,Existing Customer,50,F,2,Unknown,Married,Less than $40K,Blue,39,3,3,2,2046.0,0,2046.0,0.9359999999999999,3446 2940,717332733,Existing Customer,47,M,4,Unknown,Single,$80K - $120K,Silver,37,5,2,4,34516.0,0,34516.0,1.06,2851 2941,710681808,Existing Customer,53,M,3,High School,Single,$80K - $120K,Blue,42,6,3,3,18531.0,1548,16983.0,0.833,2484 2942,708740808,Existing Customer,45,M,4,Graduate,Married,$40K - $60K,Blue,36,5,3,4,4112.0,0,4112.0,0.777,2949 2943,711728208,Existing Customer,46,M,4,Graduate,Single,$120K +,Blue,34,4,1,2,34516.0,0,34516.0,0.991,4143 2944,720562008,Existing Customer,34,M,2,Graduate,Single,$80K - $120K,Silver,22,4,3,3,34516.0,1263,33253.0,0.603,2759 2945,709012083,Existing Customer,39,M,1,Uneducated,Married,Less than $40K,Blue,28,3,3,4,4683.0,2514,2169.0,0.58,2010 2946,771073908,Existing Customer,62,M,0,Unknown,Married,$40K - $60K,Blue,48,4,1,2,1438.3,0,1438.3,0.425,1406 2947,718174908,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,36,4,3,2,4224.0,2417,1807.0,0.522,1458 2948,709550958,Existing Customer,51,M,3,Graduate,Married,$60K - $80K,Blue,32,3,1,4,7133.0,0,7133.0,0.612,2689 2949,720411183,Existing Customer,34,F,1,High School,Single,Unknown,Blue,22,6,1,0,10253.0,1857,8396.0,1.193,3042 2950,720776508,Existing Customer,44,F,2,Doctorate,Single,$40K - $60K,Blue,25,4,3,2,4210.0,0,4210.0,1.224,4248 2951,755615208,Existing Customer,49,M,3,High School,Single,$120K +,Blue,42,5,3,2,12630.0,1822,10808.0,0.9470000000000001,4084 2952,708147108,Existing Customer,26,M,0,Graduate,Divorced,Unknown,Blue,36,6,1,3,21084.0,2517,18567.0,0.763,2309 2953,827476983,Attrited Customer,56,F,2,College,Single,Less than $40K,Blue,52,3,5,1,3639.0,2178,1461.0,0.451,1865 2954,716682258,Existing Customer,52,M,1,High School,Divorced,$120K +,Blue,36,4,3,5,31945.0,1591,30354.0,0.711,3650 2955,708563433,Attrited Customer,65,F,0,High School,Single,Unknown,Blue,56,3,6,3,5894.0,477,5417.0,1.015,1616 2956,772277508,Existing Customer,65,F,1,Unknown,Single,Less than $40K,Blue,54,4,2,2,2209.0,0,2209.0,1.2990000000000002,3292 2957,712515558,Existing Customer,35,M,1,College,Single,$60K - $80K,Blue,26,3,2,3,23447.0,1515,21932.0,0.622,2834 2958,719342808,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,30,4,2,3,4180.0,688,3492.0,0.747,3750 2959,788957358,Existing Customer,53,F,1,Graduate,Single,$40K - $60K,Blue,39,3,3,2,4930.0,2227,2703.0,0.8009999999999999,4224 2960,778386033,Existing Customer,38,M,3,Uneducated,Married,$60K - $80K,Blue,18,6,3,4,3417.0,1749,1668.0,0.57,2068 2961,820060758,Existing Customer,50,F,1,College,Single,Less than $40K,Blue,45,4,2,4,4785.0,1965,2820.0,0.8,3651 2962,713271708,Existing Customer,46,M,3,Uneducated,Married,Less than $40K,Silver,33,5,2,2,12685.0,0,12685.0,0.674,4454 2963,720555483,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,35,3,3,3,21374.0,0,21374.0,0.631,4100 2964,709405758,Existing Customer,36,M,2,Graduate,Married,$60K - $80K,Blue,28,4,3,2,1911.0,1217,694.0,0.363,1965 2965,769463433,Existing Customer,41,F,2,Post-Graduate,Single,Less than $40K,Blue,35,6,3,2,8666.0,0,8666.0,0.682,3593 2966,786087633,Existing Customer,60,M,0,Unknown,Married,$60K - $80K,Blue,54,4,1,0,2759.0,2501,258.0,0.505,1650 2967,738627708,Attrited Customer,49,F,2,Unknown,Single,Unknown,Blue,41,5,3,4,5984.0,0,5984.0,0.551,1838 2968,719527833,Existing Customer,45,F,4,High School,Unknown,Unknown,Blue,36,6,3,3,23000.0,1097,21903.0,1.095,3886 2969,715921758,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,25,5,3,2,1438.3,0,1438.3,0.579,2882 2970,717280158,Existing Customer,49,M,3,Graduate,Married,Less than $40K,Blue,36,3,3,5,2976.0,1817,1159.0,0.7390000000000001,3332 2971,714179658,Existing Customer,43,M,3,High School,Single,$120K +,Blue,36,3,1,3,34516.0,0,34516.0,0.852,1996 2972,806637558,Existing Customer,58,M,1,High School,Married,$60K - $80K,Blue,53,5,2,5,1438.3,0,1438.3,0.425,1539 2973,714828708,Existing Customer,46,M,0,High School,Divorced,$80K - $120K,Blue,36,3,1,4,16099.0,0,16099.0,0.562,3656 2974,711989358,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,36,4,2,1,19595.0,1187,18408.0,0.875,3811 2975,720188508,Existing Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,25,3,2,4,13193.0,1749,11444.0,0.6709999999999999,4071 2976,719528958,Existing Customer,57,F,3,College,Single,$40K - $60K,Blue,36,3,1,3,8184.0,1508,6676.0,0.789,4134 2977,713110908,Existing Customer,30,M,1,Unknown,Married,Less than $40K,Blue,13,3,6,5,2607.0,1966,641.0,0.65,1719 2978,721179708,Existing Customer,48,F,2,Unknown,Married,Less than $40K,Blue,37,4,2,3,5758.0,0,5758.0,0.433,4422 2979,716363658,Existing Customer,51,M,2,Doctorate,Single,$120K +,Blue,36,4,2,5,25873.0,582,25291.0,0.769,3920 2980,711443808,Existing Customer,46,M,2,Unknown,Divorced,$60K - $80K,Blue,37,6,1,1,2695.0,1657,1038.0,0.813,4068 2981,778952058,Existing Customer,46,M,3,College,Married,$80K - $120K,Blue,32,4,2,5,20860.0,1496,19364.0,0.816,3435 2982,713642133,Existing Customer,45,M,4,Unknown,Married,$40K - $60K,Blue,30,6,3,3,1892.0,1049,843.0,1.122,4558 2983,778908783,Existing Customer,52,M,3,College,Married,$80K - $120K,Blue,33,3,3,4,27751.0,1018,26733.0,0.426,1427 2984,778170633,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,38,6,2,2,34516.0,657,33859.0,0.723,3661 2985,714670533,Existing Customer,47,M,3,Unknown,Single,$80K - $120K,Blue,37,3,1,5,24580.0,2517,22063.0,0.509,3069 2986,771833433,Attrited Customer,49,M,2,High School,Married,$80K - $120K,Blue,38,3,2,4,29893.0,0,29893.0,0.519,2063 2987,772758783,Existing Customer,43,M,1,Unknown,Married,$80K - $120K,Blue,33,5,1,5,21165.0,735,20430.0,0.624,3343 2988,788959758,Existing Customer,47,F,4,Uneducated,Single,$40K - $60K,Blue,33,3,2,1,9148.0,561,8587.0,0.774,3451 2989,716878533,Existing Customer,55,M,2,Unknown,Married,$80K - $120K,Blue,46,4,1,1,10979.0,1889,9090.0,0.475,1425 2990,713267133,Existing Customer,41,F,5,Post-Graduate,Married,Less than $40K,Blue,33,3,1,2,6519.0,851,5668.0,0.679,3088 2991,716263533,Existing Customer,44,M,5,High School,Married,$80K - $120K,Blue,36,3,2,2,2509.0,1464,1045.0,1.25,3166 2992,719026383,Existing Customer,35,F,2,Uneducated,Married,Less than $40K,Blue,36,3,1,3,2664.0,0,2664.0,1.071,3135 2993,821755233,Existing Customer,40,F,2,Unknown,Married,Unknown,Blue,28,5,5,2,14999.0,1123,13876.0,0.539,3441 2994,709683633,Existing Customer,32,F,1,High School,Single,Less than $40K,Silver,13,4,1,2,10332.0,948,9384.0,0.843,2914 2995,714318033,Existing Customer,50,M,4,Unknown,Married,$60K - $80K,Blue,36,5,1,4,10226.0,1638,8588.0,1.053,3321 2996,828291858,Attrited Customer,38,M,3,College,Single,$60K - $80K,Blue,34,6,3,4,12050.0,1821,10229.0,0.63,2381 2997,779647608,Existing Customer,39,M,2,High School,Single,$120K +,Blue,22,5,2,2,26124.0,0,26124.0,0.735,4199 2998,787605558,Existing Customer,48,F,3,Graduate,Divorced,Less than $40K,Blue,31,6,2,2,9816.0,0,9816.0,0.6729999999999999,3489 2999,771534408,Existing Customer,52,F,2,College,Single,Less than $40K,Blue,40,4,3,3,2783.0,2379,404.0,0.912,3897 3000,716219808,Existing Customer,49,M,3,Graduate,Unknown,$60K - $80K,Blue,36,5,2,3,15942.0,0,15942.0,0.723,1742 3001,715690908,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Silver,39,4,3,2,12222.0,1260,10962.0,1.138,3418 3002,789125733,Existing Customer,38,F,4,Doctorate,Married,Less than $40K,Blue,26,4,2,4,4002.0,1402,2600.0,0.579,2114 3003,717271983,Existing Customer,60,M,0,College,Single,$80K - $120K,Silver,53,6,3,2,34516.0,1388,33128.0,0.7909999999999999,3261 3004,709695333,Existing Customer,48,M,2,High School,Single,$80K - $120K,Blue,36,3,2,4,10227.0,1695,8532.0,0.875,3577 3005,712233183,Existing Customer,45,F,2,Graduate,Single,Less than $40K,Blue,34,3,3,1,4265.0,1622,2643.0,0.708,3244 3006,716645883,Existing Customer,47,M,2,Unknown,Unknown,$60K - $80K,Blue,36,3,2,2,13867.0,0,13867.0,0.659,4297 3007,711762408,Existing Customer,43,M,2,Doctorate,Divorced,$40K - $60K,Blue,34,4,1,2,2243.0,0,2243.0,0.6970000000000001,4023 3008,818305008,Existing Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,6,1,3,11239.0,1375,9864.0,0.94,3978 3009,788159433,Existing Customer,53,M,2,Unknown,Single,$60K - $80K,Blue,45,5,1,2,22558.0,818,21740.0,0.987,3855 3010,709104333,Existing Customer,50,M,5,Post-Graduate,Married,$120K +,Silver,36,5,2,4,34516.0,891,33625.0,0.9259999999999999,2687 3011,708112008,Existing Customer,56,M,2,Graduate,Married,$80K - $120K,Blue,36,4,2,3,23510.0,1049,22461.0,0.43799999999999994,1661 3012,714731208,Existing Customer,63,F,0,Uneducated,Unknown,$40K - $60K,Blue,55,6,2,2,1651.0,1433,218.0,0.985,4050 3013,710006958,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,41,6,2,2,8693.0,796,7897.0,0.8640000000000001,4755 3014,815062383,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,30,3,3,1,4549.0,1193,3356.0,0.445,1914 3015,778447908,Existing Customer,51,M,2,College,Married,$80K - $120K,Blue,33,3,1,2,3558.0,0,3558.0,0.57,4136 3016,720725058,Attrited Customer,51,F,1,Graduate,Single,Less than $40K,Blue,37,1,3,4,7176.0,0,7176.0,0.45,1375 3017,803415183,Existing Customer,44,M,3,Unknown,Single,$80K - $120K,Silver,38,3,3,1,34516.0,657,33859.0,0.6409999999999999,4614 3018,708582858,Existing Customer,38,M,3,Graduate,Single,$60K - $80K,Blue,25,3,3,4,18293.0,0,18293.0,0.5710000000000001,2958 3019,779833908,Existing Customer,40,F,2,Graduate,Divorced,Unknown,Blue,23,6,2,1,18332.0,1376,16956.0,0.6,4095 3020,818687958,Existing Customer,48,M,2,Graduate,Divorced,$80K - $120K,Blue,43,5,3,2,6383.0,1436,4947.0,0.845,4462 3021,708714108,Existing Customer,42,F,3,High School,Single,Less than $40K,Silver,31,5,2,3,13441.0,2517,10924.0,0.7340000000000001,1894 3022,754872333,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,43,3,1,3,20114.0,0,20114.0,0.82,4740 3023,718637208,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,43,3,2,1,2019.0,1387,632.0,0.56,1689 3024,816772908,Existing Customer,38,M,3,High School,Single,$60K - $80K,Silver,33,6,1,2,34516.0,1793,32723.0,0.767,4533 3025,711935283,Attrited Customer,55,M,5,Post-Graduate,Single,$80K - $120K,Blue,47,3,1,4,1438.3,0,1438.3,0.414,1427 3026,716950758,Attrited Customer,46,M,4,High School,Married,$60K - $80K,Blue,36,1,3,2,8017.0,0,8017.0,0.5589999999999999,1657 3027,716497908,Existing Customer,49,F,1,Doctorate,Married,Unknown,Blue,36,3,1,2,8519.0,0,8519.0,0.873,3698 3028,809358708,Existing Customer,38,M,3,Unknown,Single,$80K - $120K,Blue,33,6,2,2,34516.0,2135,32381.0,0.488,3514 3029,716037708,Existing Customer,50,M,0,Uneducated,Divorced,$60K - $80K,Blue,39,6,3,3,9474.0,1021,8453.0,0.557,3240 3030,717804783,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,27,5,3,4,6587.0,824,5763.0,1.262,4160 3031,715338783,Existing Customer,32,M,1,High School,Single,$60K - $80K,Blue,36,4,2,2,2999.0,0,2999.0,0.812,3018 3032,779645658,Existing Customer,49,M,3,Graduate,Single,$60K - $80K,Blue,32,3,1,4,7154.0,1472,5682.0,1.002,3607 3033,787565433,Existing Customer,53,M,2,Post-Graduate,Married,$80K - $120K,Blue,43,4,2,4,4039.0,1397,2642.0,0.396,1494 3034,717287883,Existing Customer,57,M,3,Graduate,Married,$80K - $120K,Blue,46,6,2,3,5516.0,2517,2999.0,0.473,1532 3035,715746633,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,54,3,1,2,5577.0,689,4888.0,0.985,4256 3036,720635883,Existing Customer,34,M,3,Unknown,Unknown,$80K - $120K,Blue,24,6,3,3,8628.0,1500,7128.0,0.688,2902 3037,710077008,Existing Customer,43,M,2,Uneducated,Single,$120K +,Blue,33,5,3,1,30137.0,1368,28769.0,0.721,3522 3038,804437658,Existing Customer,42,F,3,Doctorate,Married,Less than $40K,Blue,36,4,2,1,9778.0,2154,7624.0,0.5,3413 3039,780000258,Existing Customer,48,M,3,Uneducated,Single,$120K +,Blue,38,4,2,5,20912.0,0,20912.0,0.725,4172 3040,825785508,Existing Customer,49,M,3,High School,Single,$120K +,Blue,45,3,2,2,14699.0,1049,13650.0,0.534,4890 3041,720252858,Existing Customer,57,M,3,College,Single,$60K - $80K,Blue,36,6,3,2,10350.0,0,10350.0,0.826,3396 3042,710017758,Existing Customer,44,M,4,Graduate,Single,$40K - $60K,Blue,36,5,2,3,11346.0,0,11346.0,0.665,3784 3043,711750183,Existing Customer,63,F,2,Graduate,Single,Less than $40K,Gold,55,4,1,3,15987.0,1345,14642.0,0.7290000000000001,3640 3044,718364283,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,30,3,2,4,19711.0,0,19711.0,1.037,3602 3045,711638658,Existing Customer,33,M,4,High School,Single,$40K - $60K,Blue,25,4,1,1,8650.0,1929,6721.0,0.777,2878 3046,711046383,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Silver,36,5,1,1,34516.0,1316,33200.0,0.818,3542 3047,720877083,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,36,6,1,2,9748.0,1354,8394.0,0.893,3323 3048,715662258,Existing Customer,49,F,3,Unknown,Unknown,Less than $40K,Blue,36,3,1,2,2454.0,2060,394.0,0.804,3777 3049,715570533,Attrited Customer,48,M,3,Post-Graduate,Unknown,$120K +,Blue,35,2,2,6,34516.0,0,34516.0,0.46399999999999997,1632 3050,758202858,Existing Customer,47,F,3,High School,Unknown,Less than $40K,Blue,40,4,2,4,4255.0,1681,2574.0,0.65,3453 3051,712872183,Existing Customer,35,F,4,Uneducated,Single,Less than $40K,Blue,24,4,2,2,3271.0,1367,1904.0,0.7040000000000001,2464 3052,710014683,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,20,3,3,2,3480.0,724,2756.0,0.722,2807 3053,716934333,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,40,3,1,4,13306.0,2458,10848.0,0.516,3556 3054,778523733,Existing Customer,38,M,3,Graduate,Single,$80K - $120K,Blue,31,6,1,2,13637.0,0,13637.0,0.5660000000000001,3625 3055,716353083,Existing Customer,39,M,3,Graduate,Single,$60K - $80K,Blue,29,4,2,3,6733.0,1028,5705.0,0.5529999999999999,4444 3056,753642933,Existing Customer,52,F,3,High School,Single,Less than $40K,Blue,45,3,3,0,2728.0,1365,1363.0,0.648,4293 3057,708151008,Existing Customer,49,F,4,Graduate,Married,$40K - $60K,Blue,41,5,1,2,6250.0,644,5606.0,1.06,2433 3058,789646158,Existing Customer,49,M,4,Uneducated,Married,$40K - $60K,Blue,33,5,1,3,3653.0,881,2772.0,0.846,3297 3059,712423233,Existing Customer,44,M,3,High School,Divorced,$60K - $80K,Blue,36,4,3,1,22919.0,1368,21551.0,0.9420000000000001,3752 3060,719806233,Existing Customer,36,M,1,Graduate,Single,$120K +,Blue,20,3,2,2,34516.0,0,34516.0,0.531,2686 3061,786509358,Existing Customer,44,M,3,Unknown,Married,$80K - $120K,Blue,38,3,1,4,4198.0,1782,2416.0,1.526,2051 3062,711502908,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,39,6,2,2,7532.0,0,7532.0,0.47600000000000003,3550 3063,748617858,Existing Customer,35,M,5,Uneducated,Single,$60K - $80K,Blue,28,4,2,3,4587.0,1704,2883.0,0.903,2968 3064,721532583,Attrited Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,36,5,3,4,12250.0,2165,10085.0,0.6409999999999999,1995 3065,789244308,Existing Customer,56,M,4,College,Single,$80K - $120K,Blue,41,6,1,4,17753.0,1899,15854.0,0.851,3986 3066,709330383,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Silver,19,4,3,3,12535.0,2049,10486.0,0.6829999999999999,3283 3067,719136183,Existing Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,38,6,1,3,3541.0,1444,2097.0,0.664,3410 3068,716939358,Existing Customer,43,F,3,Graduate,Divorced,Unknown,Blue,33,6,3,4,14622.0,0,14622.0,0.9590000000000001,4632 3069,778155558,Existing Customer,45,M,3,Unknown,Married,$80K - $120K,Blue,38,3,1,2,23973.0,0,23973.0,0.779,3560 3070,713461533,Existing Customer,54,M,3,Graduate,Single,$80K - $120K,Blue,38,4,2,1,29200.0,1310,27890.0,1.092,3042 3071,803776533,Existing Customer,46,M,2,Post-Graduate,Single,$60K - $80K,Blue,41,3,3,2,10077.0,0,10077.0,0.639,2118 3072,714857508,Existing Customer,44,F,4,Doctorate,Married,Unknown,Blue,36,5,2,4,8667.0,1775,6892.0,0.7290000000000001,3939 3073,720348933,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,31,4,3,4,12871.0,758,12113.0,0.778,3060 3074,721158108,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Blue,30,3,2,4,2346.0,0,2346.0,0.39399999999999996,3982 3075,789043008,Existing Customer,55,F,2,Post-Graduate,Divorced,Less than $40K,Blue,43,4,2,4,9919.0,0,9919.0,0.496,2058 3076,713362158,Existing Customer,50,M,3,Unknown,Single,$120K +,Blue,33,4,1,4,17087.0,0,17087.0,0.7609999999999999,3519 3077,712623258,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,2,3,3,5505.0,2517,2988.0,0.7290000000000001,2272 3078,708494583,Existing Customer,49,F,3,Uneducated,Divorced,Less than $40K,Blue,36,4,1,3,1902.0,0,1902.0,0.693,3731 3079,718394658,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,22,3,1,1,4254.0,2464,1790.0,0.764,2366 3080,719398158,Existing Customer,51,M,2,Unknown,Unknown,$80K - $120K,Blue,39,6,1,3,9854.0,1886,7968.0,0.9209999999999999,3912 3081,711885258,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,31,5,3,4,7711.0,988,6723.0,0.884,2078 3082,789161358,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,19,3,1,4,3213.0,2517,696.0,1.275,2666 3083,787581858,Existing Customer,46,M,2,Unknown,Unknown,$120K +,Blue,37,3,2,4,3132.0,1466,1666.0,0.6890000000000001,3612 3084,779198133,Existing Customer,45,F,3,High School,Divorced,Less than $40K,Blue,33,3,3,2,9977.0,2088,7889.0,0.65,3530 3085,708314808,Existing Customer,53,F,2,College,Married,Unknown,Blue,41,5,1,3,5659.0,1393,4266.0,0.436,1570 3086,720508233,Attrited Customer,62,M,0,Unknown,Single,$40K - $60K,Silver,42,3,4,4,17161.0,0,17161.0,0.552,1898 3087,717134058,Existing Customer,65,F,1,Unknown,Single,Unknown,Blue,36,5,1,2,5018.0,1131,3887.0,0.624,4028 3088,783366483,Existing Customer,44,F,3,Unknown,Married,Unknown,Blue,38,4,3,3,11474.0,1063,10411.0,0.6859999999999999,3242 3089,715412583,Existing Customer,51,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,1,4,7925.0,1445,6480.0,0.75,3815 3090,719562108,Existing Customer,28,F,0,Uneducated,Single,Less than $40K,Silver,20,6,3,3,12793.0,1650,11143.0,0.7829999999999999,2671 3091,754457883,Existing Customer,49,M,2,Unknown,Single,Less than $40K,Blue,42,4,2,2,4834.0,0,4834.0,0.998,1876 3092,742552683,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,31,6,2,5,1438.3,688,750.3,0.976,4208 3093,711455133,Existing Customer,55,M,3,College,Single,$120K +,Blue,36,5,3,3,12948.0,1839,11109.0,1.113,2481 3094,716387733,Attrited Customer,49,M,4,Graduate,Single,$60K - $80K,Blue,36,1,4,5,5662.0,1484,4178.0,0.434,1693 3095,772571508,Existing Customer,34,F,2,High School,Single,Less than $40K,Blue,24,4,1,0,2799.0,0,2799.0,0.696,2311 3096,718815108,Existing Customer,50,M,2,Unknown,Married,$80K - $120K,Blue,38,3,3,1,6030.0,1315,4715.0,0.623,3420 3097,719266158,Existing Customer,42,M,2,Graduate,Divorced,$80K - $120K,Blue,35,5,3,1,6779.0,1359,5420.0,0.737,3434 3098,720708183,Existing Customer,53,F,1,Uneducated,Divorced,$40K - $60K,Silver,36,5,1,1,15248.0,1242,14006.0,0.725,4758 3099,767523933,Existing Customer,53,M,3,High School,Single,$60K - $80K,Blue,45,4,1,0,15583.0,0,15583.0,0.873,3938 3100,797466033,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,26,3,2,3,2576.0,1754,822.0,1.0270000000000001,2880 3101,771886233,Existing Customer,48,M,1,Unknown,Married,$60K - $80K,Silver,37,6,3,5,25270.0,1090,24180.0,0.8190000000000001,1941 3102,712612233,Existing Customer,35,M,4,Graduate,Single,$60K - $80K,Blue,22,3,3,3,8717.0,719,7998.0,0.556,2067 3103,716516208,Existing Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,36,4,2,3,1438.3,0,1438.3,0.674,3748 3104,709950858,Existing Customer,45,M,5,College,Single,$80K - $120K,Blue,35,4,2,1,33755.0,2301,31454.0,0.7509999999999999,3458 3105,779882508,Existing Customer,53,F,2,Unknown,Single,$40K - $60K,Blue,37,5,3,4,7282.0,0,7282.0,0.74,3364 3106,717472833,Existing Customer,42,M,4,Unknown,Single,$80K - $120K,Blue,32,6,3,5,7260.0,713,6547.0,0.833,4253 3107,712665633,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Silver,30,6,1,4,12952.0,1864,11088.0,0.414,3472 3108,709562358,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,43,6,1,5,5353.0,1594,3759.0,0.973,4456 3109,715391433,Existing Customer,38,M,0,Graduate,Married,$60K - $80K,Blue,33,5,4,4,11741.0,1560,10181.0,0.773,2143 3110,708722583,Existing Customer,39,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,1,2609.0,1656,953.0,0.657,3024 3111,720452508,Existing Customer,51,F,1,College,Married,Unknown,Blue,37,4,3,1,11167.0,0,11167.0,0.622,3848 3112,714566958,Existing Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,4,2,5,20882.0,1420,19462.0,0.857,2291 3113,816084333,Existing Customer,42,M,2,Unknown,Single,$120K +,Gold,37,5,2,2,34516.0,1230,33286.0,0.72,3260 3114,806179683,Existing Customer,63,F,1,College,Single,$40K - $60K,Blue,56,5,3,2,3071.0,2044,1027.0,0.91,4433 3115,806244183,Existing Customer,39,M,2,Graduate,Divorced,$60K - $80K,Blue,34,5,1,4,2267.0,0,2267.0,0.875,4544 3116,787999533,Existing Customer,52,M,2,High School,Single,$120K +,Blue,44,4,2,2,6617.0,2517,4100.0,0.45899999999999996,3595 3117,718358808,Existing Customer,57,F,2,High School,Divorced,Less than $40K,Blue,50,5,3,5,3276.0,0,3276.0,0.972,3758 3118,718474683,Existing Customer,36,M,0,High School,Married,$120K +,Blue,24,3,3,2,10097.0,2139,7958.0,1.4080000000000001,3092 3119,716908158,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,36,6,2,1,8260.0,2517,5743.0,1.0490000000000002,3299 3120,713984208,Existing Customer,52,M,4,Graduate,Married,$40K - $60K,Blue,33,5,2,1,5776.0,874,4902.0,0.894,4029 3121,713013483,Existing Customer,40,F,4,Graduate,Divorced,Less than $40K,Blue,36,5,3,3,1438.3,915,523.3,0.46399999999999997,3754 3122,754599558,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,33,5,3,1,7207.0,2002,5205.0,0.828,3825 3123,788739633,Attrited Customer,38,M,1,Unknown,Married,$120K +,Blue,16,3,1,4,2106.0,238,1868.0,0.61,2136 3124,712411908,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,34,4,2,5,21158.0,0,21158.0,0.633,4071 3125,717538683,Existing Customer,43,M,3,Graduate,Married,$120K +,Blue,36,3,2,2,22906.0,1132,21774.0,0.9420000000000001,3204 3126,709447908,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,33,4,3,4,2648.0,2309,339.0,1.006,3281 3127,816834933,Existing Customer,34,F,4,Graduate,Single,Unknown,Silver,29,6,2,2,30702.0,673,30029.0,0.721,2652 3128,718963158,Existing Customer,49,M,1,Unknown,Single,$120K +,Blue,40,5,3,1,34516.0,0,34516.0,0.759,3230 3129,714358008,Existing Customer,53,F,1,College,Divorced,Unknown,Blue,36,3,1,3,17054.0,0,17054.0,0.6729999999999999,4659 3130,720758808,Attrited Customer,38,M,3,College,Single,$60K - $80K,Blue,18,5,1,5,16317.0,0,16317.0,0.5660000000000001,1995 3131,708255633,Existing Customer,36,M,1,Graduate,Single,$80K - $120K,Blue,27,3,2,4,3761.0,1710,2051.0,0.627,3240 3132,716101308,Existing Customer,48,M,3,Unknown,Married,$40K - $60K,Blue,35,6,3,4,2173.0,0,2173.0,0.857,4251 3133,715986258,Existing Customer,53,F,1,Uneducated,Single,$40K - $60K,Silver,41,3,3,2,15845.0,1675,14170.0,0.514,4037 3134,715858008,Attrited Customer,49,F,1,Uneducated,Married,$40K - $60K,Blue,39,2,3,3,8061.0,2517,5544.0,0.35200000000000004,1224 3135,806226933,Existing Customer,37,M,2,High School,Unknown,$120K +,Blue,32,6,1,1,34516.0,0,34516.0,0.9279999999999999,3660 3136,708361833,Existing Customer,44,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,3,19430.0,0,19430.0,1.012,3650 3137,778422933,Existing Customer,42,F,1,Unknown,Single,Unknown,Blue,22,4,2,2,19127.0,985,18142.0,0.966,3323 3138,708957183,Existing Customer,48,M,0,Unknown,Divorced,$40K - $60K,Blue,36,3,1,0,2708.0,2517,191.0,0.568,2198 3139,718000383,Existing Customer,60,F,1,Graduate,Single,Unknown,Blue,51,3,3,4,23566.0,1147,22419.0,0.629,4274 3140,714466458,Existing Customer,49,F,2,High School,Married,Unknown,Blue,35,4,3,2,2532.0,2124,408.0,0.715,3400 3141,719608308,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,29,3,2,3,9829.0,2517,7312.0,0.59,2927 3142,792995808,Existing Customer,57,F,3,Post-Graduate,Single,$40K - $60K,Blue,51,5,4,5,7226.0,1689,5537.0,0.83,3474 3143,716211258,Existing Customer,59,F,1,College,Unknown,Less than $40K,Blue,49,6,5,4,4072.0,0,4072.0,0.46399999999999997,1966 3144,779289033,Existing Customer,46,F,3,Uneducated,Single,Unknown,Blue,28,4,1,5,21646.0,1778,19868.0,1.071,3328 3145,719356008,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,4,1438.3,0,1438.3,1.022,4548 3146,718503108,Existing Customer,40,M,3,Unknown,Married,$120K +,Blue,26,3,3,1,14046.0,1994,12052.0,0.43700000000000006,3792 3147,779661033,Existing Customer,49,M,4,Unknown,Married,$60K - $80K,Silver,32,5,2,3,25620.0,1107,24513.0,0.971,3503 3148,813053733,Attrited Customer,53,M,4,Unknown,Single,$120K +,Blue,48,3,3,4,34516.0,278,34238.0,0.8170000000000001,3029 3149,718354683,Existing Customer,59,F,0,Graduate,Single,$40K - $60K,Silver,45,6,3,3,21358.0,1225,20133.0,0.6809999999999999,3646 3150,720529308,Attrited Customer,63,M,0,High School,Single,$60K - $80K,Blue,48,5,3,1,1856.0,0,1856.0,0.5,1805 3151,787578183,Existing Customer,36,M,3,High School,Single,$80K - $120K,Blue,28,5,3,2,1438.3,0,1438.3,1.041,3204 3152,737952333,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,56,3,1,5,2586.0,0,2586.0,0.631,3435 3153,779498058,Existing Customer,39,M,2,Graduate,Married,$80K - $120K,Blue,21,5,3,3,3281.0,1272,2009.0,0.799,2006 3154,799707858,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,42,6,1,2,7115.0,2000,5115.0,0.769,3584 3155,719543208,Existing Customer,38,F,3,Uneducated,Single,Unknown,Blue,36,5,3,3,13220.0,848,12372.0,0.825,3789 3156,797743233,Existing Customer,45,M,3,Uneducated,Unknown,$60K - $80K,Blue,39,3,2,3,5996.0,865,5131.0,0.511,4542 3157,710658483,Attrited Customer,47,M,4,Graduate,Unknown,$40K - $60K,Blue,34,2,3,6,9080.0,2174,6906.0,0.653,2098 3158,715399908,Existing Customer,54,F,2,High School,Single,Unknown,Blue,45,5,3,5,7563.0,1465,6098.0,0.511,4175 3159,710288883,Existing Customer,40,F,1,Graduate,Married,Less than $40K,Blue,32,4,1,5,8749.0,1654,7095.0,0.695,5054 3160,719912808,Existing Customer,52,M,2,High School,Single,$60K - $80K,Blue,39,3,3,4,14973.0,0,14973.0,0.706,4288 3161,720247158,Existing Customer,63,M,0,Graduate,Single,Unknown,Blue,36,6,3,2,7108.0,600,6508.0,0.813,3787 3162,718672233,Existing Customer,48,F,1,Graduate,Single,Unknown,Blue,38,3,2,2,23007.0,1239,21768.0,0.713,3395 3163,789593058,Existing Customer,46,M,5,College,Married,$60K - $80K,Blue,39,3,2,3,24248.0,1020,23228.0,1.19,3311 3164,710278458,Attrited Customer,52,M,2,High School,Single,$80K - $120K,Blue,43,4,3,3,11617.0,2517,9100.0,0.457,1643 3165,714467733,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Silver,36,3,2,3,30428.0,1721,28707.0,0.7170000000000001,4178 3166,803026008,Existing Customer,48,M,3,Unknown,Married,$80K - $120K,Blue,42,3,6,2,6805.0,1448,5357.0,0.836,3463 3167,772000533,Existing Customer,59,M,1,Graduate,Married,$60K - $80K,Blue,48,4,3,2,14257.0,1113,13144.0,0.406,1809 3168,811035483,Attrited Customer,47,M,3,Uneducated,Divorced,$120K +,Silver,42,2,4,5,34516.0,0,34516.0,0.521,1641 3169,715480983,Existing Customer,55,F,2,College,Single,Less than $40K,Blue,36,5,2,3,5719.0,892,4827.0,0.589,3403 3170,819997983,Existing Customer,53,M,5,Unknown,Married,$80K - $120K,Blue,48,6,1,0,9517.0,1869,7648.0,0.821,1453 3171,807593058,Attrited Customer,41,F,3,Unknown,Single,$40K - $60K,Blue,36,3,2,4,5317.0,0,5317.0,0.6990000000000001,2003 3172,720437358,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,32,5,1,2,2526.0,2303,223.0,0.836,3596 3173,719465733,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,44,6,3,3,2971.0,0,2971.0,1.1540000000000001,4458 3174,711978858,Existing Customer,59,M,2,Graduate,Single,Less than $40K,Blue,49,6,3,2,6834.0,900,5934.0,0.605,4422 3175,814364808,Existing Customer,36,F,2,Uneducated,Married,Unknown,Blue,31,5,3,1,3002.0,1002,2000.0,1.033,2624 3176,788820933,Existing Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,42,3,2,2,16727.0,1380,15347.0,0.605,3511 3177,713316558,Existing Customer,41,M,4,High School,Married,$60K - $80K,Blue,29,3,2,2,4573.0,0,4573.0,0.703,3776 3178,779856483,Existing Customer,38,M,2,Post-Graduate,Single,$80K - $120K,Blue,22,4,1,2,15410.0,0,15410.0,0.638,3368 3179,717085983,Existing Customer,44,F,2,High School,Single,$40K - $60K,Blue,25,6,2,3,3299.0,2517,782.0,0.981,4312 3180,788030208,Attrited Customer,42,F,2,Uneducated,Single,Less than $40K,Silver,33,1,2,3,13453.0,2517,10936.0,0.619,1904 3181,709914858,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,36,4,1,2,6362.0,1705,4657.0,0.644,5169 3182,716111808,Existing Customer,57,F,2,Unknown,Married,Less than $40K,Blue,49,5,3,1,2679.0,2011,668.0,0.466,1723 3183,708618933,Existing Customer,34,M,2,Uneducated,Single,$120K +,Blue,13,6,3,2,4369.0,2049,2320.0,0.865,3259 3184,720446508,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,36,5,3,2,1721.0,1037,684.0,0.721,2681 3185,756488883,Existing Customer,41,M,2,Uneducated,Single,$80K - $120K,Blue,34,6,2,2,2196.0,1619,577.0,0.6559999999999999,2040 3186,708414033,Existing Customer,50,M,4,Graduate,Married,$40K - $60K,Blue,38,6,3,3,2845.0,1153,1692.0,0.836,3730 3187,756727233,Existing Customer,49,M,2,High School,Single,$120K +,Blue,42,3,2,4,21144.0,1190,19954.0,0.5,4895 3188,720379533,Attrited Customer,47,M,3,Unknown,Unknown,$120K +,Blue,36,1,3,4,3952.0,0,3952.0,0.809,2066 3189,720340383,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,25,4,2,2,3518.0,2035,1483.0,0.5670000000000001,4034 3190,771453033,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,35,5,1,2,17343.0,1280,16063.0,1.314,3170 3191,708747708,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,33,4,1,2,3498.0,0,3498.0,1.109,2512 3192,712460433,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,25,4,1,3,9121.0,1426,7695.0,0.6659999999999999,4112 3193,719801508,Existing Customer,36,M,1,Uneducated,Unknown,$120K +,Blue,23,6,3,3,20230.0,798,19432.0,0.5920000000000001,4314 3194,720983733,Attrited Customer,44,M,3,Unknown,Single,$60K - $80K,Blue,36,2,3,3,15422.0,864,14558.0,0.578,2136 3195,713657733,Existing Customer,47,M,4,Unknown,Single,$60K - $80K,Blue,36,5,3,1,9132.0,800,8332.0,0.62,3809 3196,709955958,Existing Customer,41,F,1,High School,Single,Less than $40K,Blue,33,4,2,0,8054.0,1023,7031.0,0.75,3374 3197,719099583,Attrited Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,34,3,2,3,1640.0,1444,196.0,0.423,1360 3198,719513733,Existing Customer,48,M,3,Doctorate,Married,$80K - $120K,Blue,41,3,3,4,8739.0,0,8739.0,0.715,4276 3199,710654808,Attrited Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,36,3,1,4,1818.0,0,1818.0,0.672,2308 3200,719651358,Existing Customer,46,F,4,Uneducated,Single,Unknown,Blue,33,3,3,3,24949.0,1749,23200.0,0.626,4092 3201,718917408,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,38,4,3,3,3115.0,1136,1979.0,0.499,3704 3202,808753758,Existing Customer,52,M,2,Uneducated,Divorced,$120K +,Blue,47,5,2,2,29695.0,1525,28170.0,0.529,4109 3203,711699183,Existing Customer,56,M,2,Uneducated,Divorced,$60K - $80K,Blue,50,4,1,2,7261.0,1079,6182.0,1.3119999999999998,3723 3204,711196458,Attrited Customer,38,F,1,Unknown,Married,Less than $40K,Blue,20,2,2,3,1621.0,580,1041.0,0.42100000000000004,1893 3205,772565883,Existing Customer,41,M,0,High School,Single,$80K - $120K,Blue,31,3,5,2,33472.0,2517,30955.0,0.633,4719 3206,717203958,Existing Customer,51,M,3,Graduate,Married,$40K - $60K,Blue,36,6,3,2,11512.0,988,10524.0,0.569,1842 3207,769701258,Existing Customer,26,F,0,Unknown,Unknown,Unknown,Blue,18,3,3,3,12463.0,1319,11144.0,0.655,3996 3208,714933783,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,37,5,1,4,8511.0,0,8511.0,0.88,3775 3209,717650133,Existing Customer,41,M,5,Graduate,Single,$60K - $80K,Blue,28,5,1,4,4821.0,1426,3395.0,0.898,3571 3210,708707808,Existing Customer,57,M,2,Graduate,Unknown,$60K - $80K,Blue,45,4,1,2,2480.0,1584,896.0,0.8740000000000001,3438 3211,717331758,Existing Customer,44,M,4,Graduate,Married,$120K +,Blue,32,6,3,4,34516.0,2517,31999.0,0.765,4228 3212,801385458,Existing Customer,52,M,1,Uneducated,Married,$120K +,Blue,46,5,2,4,8596.0,2019,6577.0,0.677,4017 3213,710605458,Existing Customer,49,M,2,High School,Married,$60K - $80K,Blue,39,6,3,2,7223.0,1963,5260.0,0.852,4127 3214,719570733,Existing Customer,52,M,2,Unknown,Single,$60K - $80K,Blue,39,3,2,3,1629.0,978,651.0,0.552,3766 3215,708646233,Existing Customer,44,F,1,Unknown,Divorced,Unknown,Blue,36,3,2,1,17116.0,1289,15827.0,0.5589999999999999,3632 3216,766006758,Existing Customer,63,M,1,High School,Married,$60K - $80K,Blue,56,3,2,4,7216.0,2321,4895.0,0.491,1734 3217,710695083,Existing Customer,44,M,3,College,Single,$60K - $80K,Silver,32,4,1,3,28397.0,1421,26976.0,0.635,1635 3218,709224033,Attrited Customer,53,M,4,Uneducated,Single,$60K - $80K,Blue,43,1,3,2,13720.0,0,13720.0,0.6709999999999999,1830 3219,795991758,Existing Customer,47,F,3,Unknown,Married,$40K - $60K,Blue,41,5,3,3,7553.0,660,6893.0,0.5489999999999999,4079 3220,709381383,Existing Customer,49,M,4,Graduate,Married,$60K - $80K,Blue,36,4,6,2,2952.0,2517,435.0,0.809,3830 3221,810321933,Existing Customer,35,M,3,High School,Unknown,$80K - $120K,Blue,30,5,3,3,11229.0,1054,10175.0,0.552,1898 3222,716235783,Existing Customer,45,M,3,College,Married,$40K - $60K,Blue,39,3,2,4,7109.0,866,6243.0,0.5720000000000001,4047 3223,758833758,Existing Customer,45,M,4,Unknown,Married,$40K - $60K,Blue,38,4,3,3,1862.0,845,1017.0,0.604,3520 3224,713579733,Existing Customer,36,M,2,College,Single,$60K - $80K,Blue,22,5,3,3,4511.0,754,3757.0,0.905,2597 3225,804649833,Existing Customer,42,M,3,Post-Graduate,Married,$40K - $60K,Blue,29,3,3,4,2533.0,1126,1407.0,0.7879999999999999,3436 3226,780971583,Existing Customer,46,M,1,Graduate,Divorced,$120K +,Blue,30,6,2,2,2016.0,797,1219.0,1.1079999999999999,3772 3227,804673308,Attrited Customer,49,M,5,Uneducated,Married,$40K - $60K,Blue,44,2,3,4,3893.0,0,3893.0,0.662,1866 3228,788747358,Existing Customer,50,M,0,High School,Divorced,$40K - $60K,Blue,29,5,3,2,5530.0,2034,3496.0,0.647,4836 3229,713199558,Existing Customer,57,F,3,Doctorate,Single,Less than $40K,Blue,44,5,3,2,1737.0,813,924.0,0.7559999999999999,3669 3230,713777883,Existing Customer,46,F,0,Graduate,Divorced,Unknown,Blue,36,3,3,2,6853.0,1679,5174.0,0.975,3543 3231,771081558,Existing Customer,55,M,2,High School,Divorced,$120K +,Blue,42,3,2,2,34516.0,1190,33326.0,0.8320000000000001,2862 3232,710229333,Existing Customer,38,M,2,College,Single,$40K - $60K,Blue,20,6,1,3,11068.0,1254,9814.0,0.418,3812 3233,720406233,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,5546.0,1829,3717.0,0.6729999999999999,1770 3234,767784708,Attrited Customer,48,M,0,Doctorate,Married,$60K - $80K,Blue,41,2,3,4,7277.0,504,6773.0,0.5820000000000001,2356 3235,712052058,Existing Customer,57,M,3,Graduate,Single,$40K - $60K,Blue,48,3,3,0,9426.0,1574,7852.0,0.7909999999999999,4212 3236,715278708,Existing Customer,55,M,2,Unknown,Single,$60K - $80K,Blue,36,5,3,1,1594.0,927,667.0,0.985,3851 3237,827049558,Existing Customer,47,M,2,Graduate,Unknown,$80K - $120K,Blue,43,3,2,2,2158.0,1170,988.0,0.73,4421 3238,710248233,Existing Customer,37,M,3,College,Single,$40K - $60K,Blue,28,5,2,3,3490.0,1421,2069.0,1.125,3392 3239,712146558,Existing Customer,48,F,5,Uneducated,Married,Less than $40K,Blue,30,3,2,3,2364.0,1619,745.0,0.585,3230 3240,715179933,Existing Customer,49,F,2,High School,Married,Unknown,Blue,36,6,2,3,15704.0,0,15704.0,0.924,4253 3241,709215708,Existing Customer,49,M,2,Post-Graduate,Unknown,$60K - $80K,Blue,36,4,2,5,18253.0,2517,15736.0,0.91,3737 3242,710668458,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,5,3,0,3696.0,0,3696.0,0.9159999999999999,3405 3243,718828083,Existing Customer,52,M,1,Graduate,Single,$40K - $60K,Blue,43,4,3,3,8748.0,2284,6464.0,0.8390000000000001,3533 3244,720781158,Existing Customer,44,F,2,Uneducated,Divorced,$40K - $60K,Blue,27,4,2,3,5608.0,1243,4365.0,0.49700000000000005,3829 3245,716938383,Existing Customer,41,M,4,Unknown,Married,$80K - $120K,Blue,28,3,2,3,34516.0,0,34516.0,0.743,3811 3246,709976358,Existing Customer,51,F,1,Unknown,Single,Less than $40K,Blue,42,4,3,3,3236.0,0,3236.0,0.797,3952 3247,715688958,Existing Customer,45,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,1,3,2736.0,2043,693.0,0.8009999999999999,4550 3248,721493883,Existing Customer,49,F,4,Unknown,Single,Less than $40K,Blue,35,5,2,2,5195.0,0,5195.0,1.135,3313 3249,709830783,Existing Customer,47,M,5,Unknown,Single,$120K +,Silver,36,5,2,2,34516.0,1686,32830.0,0.937,4039 3250,715354983,Existing Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,35,6,3,1,6327.0,0,6327.0,0.6659999999999999,3653 3251,713532858,Existing Customer,42,M,2,Doctorate,Unknown,$80K - $120K,Blue,36,6,1,2,4728.0,1386,3342.0,0.7559999999999999,4077 3252,721295658,Existing Customer,62,M,1,Unknown,Single,$80K - $120K,Blue,55,6,1,4,34516.0,2517,31999.0,0.945,3975 3253,720313083,Existing Customer,32,M,1,Unknown,Single,$120K +,Blue,18,5,3,2,6276.0,2289,3987.0,0.637,2637 3254,720724008,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,36,4,1,4,13430.0,2356,11074.0,0.718,3717 3255,712828533,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,36,3,1,2,2796.0,0,2796.0,0.563,4820 3256,717007458,Existing Customer,46,M,2,Graduate,Married,$40K - $60K,Blue,38,4,3,3,2457.0,1051,1406.0,0.982,3256 3257,710728458,Existing Customer,62,F,1,Unknown,Single,Less than $40K,Blue,36,3,3,2,7075.0,1396,5679.0,0.532,4409 3258,717720108,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Blue,31,4,2,3,12386.0,980,11406.0,0.6559999999999999,3274 3259,720648483,Existing Customer,39,M,4,College,Single,$80K - $120K,Blue,31,4,3,2,32210.0,1115,31095.0,0.62,1821 3260,770146008,Existing Customer,59,M,1,Graduate,Single,$40K - $60K,Blue,53,4,3,2,2136.0,1502,634.0,0.648,1908 3261,714829683,Existing Customer,43,M,2,Doctorate,Single,$80K - $120K,Blue,36,3,3,3,10851.0,1101,9750.0,0.7020000000000001,3688 3262,717015333,Existing Customer,52,M,1,Unknown,Divorced,$120K +,Blue,41,6,1,2,2717.0,1953,764.0,0.809,3974 3263,757837458,Existing Customer,59,F,2,High School,Single,Unknown,Blue,52,4,2,4,3578.0,663,2915.0,0.674,4065 3264,719240358,Existing Customer,60,M,1,Unknown,Single,$60K - $80K,Blue,50,4,3,0,10698.0,1790,8908.0,0.981,4095 3265,719036883,Existing Customer,48,F,1,Uneducated,Divorced,Less than $40K,Blue,38,3,3,2,4668.0,0,4668.0,0.8959999999999999,4163 3266,714000108,Existing Customer,40,F,3,College,Divorced,Unknown,Blue,36,5,2,4,6772.0,0,6772.0,0.483,3658 3267,720786033,Existing Customer,55,M,1,College,Single,$80K - $120K,Blue,42,5,2,4,10696.0,1206,9490.0,0.958,2489 3268,708917133,Existing Customer,48,M,3,High School,Single,$80K - $120K,Blue,35,3,3,4,11851.0,0,11851.0,0.43,4498 3269,818929158,Existing Customer,36,M,2,Doctorate,Single,$40K - $60K,Blue,31,3,3,2,11558.0,0,11558.0,0.545,2220 3270,709513458,Existing Customer,49,M,3,High School,Unknown,$60K - $80K,Blue,36,3,2,2,9551.0,1833,7718.0,1.675,3213 3271,717705858,Existing Customer,40,M,2,High School,Unknown,$80K - $120K,Blue,32,4,3,3,29923.0,0,29923.0,0.937,2528 3272,716573058,Attrited Customer,54,F,3,Doctorate,Unknown,Less than $40K,Blue,36,3,3,4,1438.3,0,1438.3,0.499,1598 3273,827695683,Existing Customer,40,M,3,Uneducated,Single,$120K +,Blue,36,4,2,5,34516.0,1329,33187.0,0.574,3906 3274,819189108,Existing Customer,63,M,0,College,Single,$80K - $120K,Blue,56,6,2,2,9033.0,0,9033.0,0.78,4456 3275,716977758,Attrited Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,2,3,1,3675.0,2517,1158.0,0.7659999999999999,1913 3276,714901383,Existing Customer,44,M,2,High School,Married,$80K - $120K,Blue,38,6,3,3,9183.0,2191,6992.0,0.5820000000000001,4503 3277,718500633,Existing Customer,45,F,4,Unknown,Married,Less than $40K,Blue,36,5,1,1,7924.0,1896,6028.0,1.161,3270 3278,713516433,Existing Customer,36,F,3,College,Single,Less than $40K,Blue,36,6,1,0,5383.0,737,4646.0,0.956,2934 3279,715140933,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Silver,39,5,2,4,21425.0,1459,19966.0,1.061,3704 3280,712642533,Existing Customer,38,M,3,Unknown,Unknown,$80K - $120K,Blue,26,6,1,3,32866.0,2098,30768.0,0.5489999999999999,3788 3281,721498008,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,35,5,2,2,1438.3,0,1438.3,0.978,3966 3282,717189183,Existing Customer,35,M,1,Doctorate,Single,$40K - $60K,Blue,24,6,3,2,10467.0,1961,8506.0,0.713,2665 3283,708902883,Existing Customer,55,M,2,Graduate,Single,$120K +,Blue,36,5,2,2,12856.0,0,12856.0,0.51,3364 3284,817889583,Attrited Customer,61,F,0,Graduate,Single,$40K - $60K,Blue,56,3,3,4,9721.0,0,9721.0,0.826,2260 3285,717242058,Attrited Customer,43,F,5,Graduate,Married,Less than $40K,Blue,39,2,3,4,3981.0,0,3981.0,0.764,2134 3286,715628733,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,36,6,3,4,7587.0,0,7587.0,0.82,3157 3287,716613933,Existing Customer,51,F,3,High School,Single,$40K - $60K,Blue,36,6,5,2,3417.0,1482,1935.0,0.705,3651 3288,712709508,Existing Customer,48,F,2,Unknown,Single,Unknown,Blue,40,3,3,4,8012.0,0,8012.0,0.596,2645 3289,716306583,Attrited Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,3,3,5,3812.0,2517,1295.0,0.586,2325 3290,720026058,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,36,6,1,3,21378.0,1284,20094.0,1.101,3526 3291,756397458,Existing Customer,54,F,1,Graduate,Single,Less than $40K,Silver,47,6,3,4,12873.0,0,12873.0,1.005,3170 3292,712644483,Existing Customer,46,M,3,High School,Single,$60K - $80K,Blue,39,5,3,1,20229.0,1217,19012.0,0.741,4270 3293,814489683,Existing Customer,34,F,2,Unknown,Single,Less than $40K,Blue,29,3,1,0,5387.0,795,4592.0,0.8370000000000001,2596 3294,789111483,Existing Customer,46,M,3,Graduate,Unknown,$80K - $120K,Blue,34,5,3,4,16546.0,1850,14696.0,0.7290000000000001,4255 3295,709573533,Existing Customer,48,M,3,Uneducated,Married,$40K - $60K,Blue,34,5,1,2,11191.0,0,11191.0,0.58,3914 3296,807137808,Existing Customer,45,M,3,High School,Divorced,$60K - $80K,Blue,40,4,1,2,17576.0,0,17576.0,0.667,3494 3297,711861258,Existing Customer,65,F,1,Uneducated,Single,Less than $40K,Blue,36,3,2,3,4182.0,0,4182.0,0.691,4046 3298,716660583,Existing Customer,45,M,0,Graduate,Single,$40K - $60K,Blue,37,4,5,2,10271.0,1746,8525.0,0.6609999999999999,3696 3299,717222033,Existing Customer,40,F,3,Unknown,Single,Less than $40K,Blue,28,3,1,4,1647.0,1198,449.0,0.76,4272 3300,716617608,Existing Customer,50,F,1,High School,Single,Less than $40K,Blue,36,6,3,3,1560.0,995,565.0,0.615,1936 3301,716786808,Existing Customer,40,M,5,Post-Graduate,Single,$60K - $80K,Blue,30,3,2,2,1659.0,0,1659.0,0.585,3838 3302,718882008,Existing Customer,38,M,1,High School,Single,$120K +,Blue,27,6,2,2,22487.0,889,21598.0,0.528,4960 3303,770975133,Existing Customer,36,M,0,Graduate,Unknown,Less than $40K,Blue,23,5,2,4,5403.0,1854,3549.0,0.7120000000000001,4382 3304,715234008,Existing Customer,54,F,1,High School,Single,$40K - $60K,Blue,36,6,3,3,4717.0,1590,3127.0,0.802,4216 3305,709326183,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,6,2,2,5180.0,1211,3969.0,0.809,3447 3306,721233033,Attrited Customer,50,M,2,High School,Single,$80K - $120K,Blue,38,1,2,3,4915.0,464,4451.0,0.242,1474 3307,712319958,Existing Customer,41,M,4,High School,Married,$80K - $120K,Blue,29,4,2,1,12154.0,2517,9637.0,0.8640000000000001,3853 3308,712198983,Existing Customer,46,M,4,Graduate,Married,$60K - $80K,Blue,36,3,3,3,3258.0,0,3258.0,0.784,3169 3309,772103208,Existing Customer,44,F,5,High School,Unknown,Unknown,Blue,33,4,3,2,13349.0,0,13349.0,0.882,3534 3310,779502333,Attrited Customer,50,M,4,Graduate,Single,$120K +,Silver,32,5,3,2,34516.0,0,34516.0,0.321,1480 3311,718737708,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,33,3,5,3,31458.0,1202,30256.0,0.6729999999999999,4202 3312,821351958,Existing Customer,40,F,4,College,Married,Less than $40K,Blue,36,6,1,2,1438.3,0,1438.3,0.785,3308 3313,716142858,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Silver,36,3,1,4,10961.0,1391,9570.0,0.662,3914 3314,826079508,Existing Customer,48,M,2,Unknown,Unknown,$60K - $80K,Blue,44,4,3,3,8904.0,1886,7018.0,0.945,3654 3315,773236983,Existing Customer,47,M,4,High School,Married,$40K - $60K,Blue,40,4,2,3,2498.0,2258,240.0,0.992,1839 3316,826717533,Existing Customer,42,M,3,Graduate,Unknown,$80K - $120K,Blue,38,6,1,1,16105.0,724,15381.0,0.9490000000000001,4631 3317,789334458,Existing Customer,43,F,3,Graduate,Unknown,Unknown,Silver,33,3,1,3,34516.0,1858,32658.0,0.622,4197 3318,814092858,Existing Customer,49,F,3,Graduate,Unknown,Unknown,Blue,44,5,2,1,2222.0,694,1528.0,0.903,4372 3319,708355683,Existing Customer,46,F,4,Graduate,Married,Unknown,Blue,38,3,2,3,16815.0,0,16815.0,0.938,2976 3320,803124408,Attrited Customer,41,F,3,Unknown,Married,Unknown,Blue,35,2,3,5,11538.0,0,11538.0,0.507,1926 3321,789964983,Attrited Customer,45,M,2,Graduate,Divorced,$40K - $60K,Blue,36,2,2,4,9569.0,0,9569.0,0.598,1724 3322,720303933,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,36,6,1,3,3340.0,1282,2058.0,0.7240000000000001,4526 3323,708665133,Existing Customer,40,M,2,Graduate,Married,$80K - $120K,Blue,28,6,2,3,3654.0,1172,2482.0,0.938,4003 3324,828236133,Existing Customer,49,M,2,Graduate,Married,$40K - $60K,Blue,45,4,2,0,10541.0,1387,9154.0,0.72,4269 3325,712000758,Existing Customer,51,M,4,Uneducated,Single,$120K +,Silver,39,5,2,1,34516.0,1959,32557.0,0.888,3997 3326,715378383,Existing Customer,43,F,4,Graduate,Single,Unknown,Silver,36,4,3,4,34516.0,1893,32623.0,0.748,3639 3327,769985883,Existing Customer,45,M,2,Graduate,Single,$80K - $120K,Blue,39,6,3,3,1613.0,0,1613.0,0.635,3549 3328,709297608,Attrited Customer,38,M,3,College,Single,$80K - $120K,Blue,26,3,3,2,1438.3,0,1438.3,0.39899999999999997,1585 3329,716971833,Existing Customer,40,F,2,Uneducated,Married,Unknown,Blue,29,5,3,3,13126.0,0,13126.0,0.725,4496 3330,801373833,Existing Customer,49,M,4,College,Divorced,$40K - $60K,Blue,43,3,2,3,1922.0,710,1212.0,0.951,2920 3331,716040783,Existing Customer,45,F,3,Graduate,Unknown,Less than $40K,Silver,36,3,2,2,14521.0,0,14521.0,0.41,4178 3332,817977933,Attrited Customer,63,F,0,Graduate,Single,Less than $40K,Blue,56,5,6,3,1931.0,1531,400.0,0.778,2288 3333,827055333,Existing Customer,43,M,3,Graduate,Single,$40K - $60K,Blue,39,5,3,5,8513.0,1042,7471.0,0.7020000000000001,2015 3334,772116408,Existing Customer,50,M,1,High School,Single,$40K - $60K,Blue,39,4,1,1,2421.0,1029,1392.0,0.675,2377 3335,734924658,Existing Customer,47,F,5,High School,Married,Less than $40K,Blue,36,5,3,1,1478.0,792,686.0,0.873,4123 3336,711775383,Existing Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,36,6,1,4,2466.0,0,2466.0,1.077,4059 3337,715019058,Existing Customer,30,F,2,Post-Graduate,Divorced,Less than $40K,Blue,36,3,1,2,2501.0,1845,656.0,0.6679999999999999,2933 3338,780715683,Existing Customer,41,M,3,Doctorate,Single,$60K - $80K,Blue,30,4,1,3,13602.0,0,13602.0,0.6990000000000001,3582 3339,827341383,Existing Customer,38,M,3,Graduate,Single,Less than $40K,Blue,34,5,3,2,3094.0,1317,1777.0,0.9570000000000001,3607 3340,708757233,Existing Customer,44,F,2,High School,Married,Less than $40K,Blue,32,4,2,3,2485.0,1489,996.0,0.779,3697 3341,710504283,Existing Customer,50,M,1,Uneducated,Married,$80K - $120K,Blue,39,6,3,4,14817.0,1463,13354.0,0.795,4014 3342,713919183,Existing Customer,50,M,3,Unknown,Married,$80K - $120K,Blue,39,5,3,4,13824.0,1582,12242.0,0.522,4630 3343,713171358,Existing Customer,46,F,4,College,Single,Less than $40K,Blue,36,6,1,2,1438.3,0,1438.3,0.7490000000000001,3880 3344,773140683,Existing Customer,51,M,0,Unknown,Married,$60K - $80K,Blue,43,4,1,2,3797.0,1202,2595.0,0.695,4191 3345,716358033,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,43,6,3,4,6189.0,0,6189.0,0.5379999999999999,5004 3346,826410708,Existing Customer,40,M,4,Unknown,Married,$60K - $80K,Blue,36,3,2,3,22956.0,1407,21549.0,0.7090000000000001,5554 3347,789717708,Existing Customer,49,F,1,Unknown,Married,$40K - $60K,Blue,37,5,2,4,3943.0,1135,2808.0,0.672,4180 3348,711679533,Existing Customer,54,M,2,Post-Graduate,Divorced,$120K +,Blue,43,3,2,2,5569.0,968,4601.0,0.9490000000000001,2600 3349,711342483,Existing Customer,50,M,1,College,Married,$80K - $120K,Blue,36,5,2,3,2418.0,1720,698.0,1.0190000000000001,3896 3350,720242733,Existing Customer,45,M,4,Unknown,Single,Less than $40K,Blue,36,5,2,3,1963.0,1549,414.0,0.778,3718 3351,721213833,Existing Customer,46,F,2,High School,Unknown,Unknown,Blue,32,4,1,3,7966.0,1423,6543.0,0.987,3780 3352,756624183,Existing Customer,51,F,3,Graduate,Married,Less than $40K,Blue,44,6,1,3,7742.0,2024,5718.0,0.929,3507 3353,717622308,Existing Customer,63,F,0,High School,Single,Less than $40K,Blue,36,4,3,3,2074.0,1688,386.0,0.62,4232 3354,714629358,Attrited Customer,54,F,3,Graduate,Divorced,$40K - $60K,Blue,34,2,3,4,4948.0,0,4948.0,0.392,1796 3355,744307008,Existing Customer,51,M,1,Uneducated,Married,$60K - $80K,Blue,44,4,2,3,4988.0,0,4988.0,0.619,3890 3356,708871158,Existing Customer,60,M,1,Graduate,Single,$60K - $80K,Silver,42,4,3,4,28701.0,0,28701.0,1.165,3516 3357,710979033,Existing Customer,30,M,0,Unknown,Single,$40K - $60K,Blue,20,3,1,3,6607.0,2517,4090.0,0.8540000000000001,3046 3358,818903583,Existing Customer,44,M,5,Uneducated,Divorced,$60K - $80K,Blue,39,5,2,0,16034.0,1597,14437.0,0.775,3628 3359,712980333,Existing Customer,33,M,3,Graduate,Divorced,$60K - $80K,Blue,36,6,3,3,24149.0,1848,22301.0,0.731,2584 3360,717655458,Existing Customer,40,F,2,Uneducated,Unknown,$40K - $60K,Silver,28,5,3,4,16903.0,1507,15396.0,0.97,3819 3361,822112383,Existing Customer,52,M,3,College,Married,$60K - $80K,Blue,48,5,1,2,1438.3,0,1438.3,0.618,3769 3362,711538758,Attrited Customer,39,M,5,Graduate,Single,$60K - $80K,Blue,36,1,3,3,24657.0,633,24024.0,0.358,1954 3363,719987733,Attrited Customer,51,F,3,Unknown,Single,$40K - $60K,Blue,38,3,3,3,5026.0,0,5026.0,0.564,1844 3364,719184783,Existing Customer,51,F,1,Graduate,Single,Unknown,Blue,41,3,2,2,9352.0,1429,7923.0,0.728,3536 3365,715857183,Existing Customer,46,M,2,College,Single,$60K - $80K,Blue,36,3,3,2,4939.0,1296,3643.0,0.9109999999999999,2150 3366,719657583,Attrited Customer,44,M,3,Graduate,Married,$40K - $60K,Blue,40,2,2,6,9502.0,2457,7045.0,0.915,2310 3367,789713208,Attrited Customer,62,F,0,Doctorate,Single,Less than $40K,Blue,50,6,3,5,2936.0,326,2610.0,0.935,2692 3368,802031583,Existing Customer,53,M,2,Uneducated,Single,$80K - $120K,Blue,47,6,1,1,22855.0,0,22855.0,0.741,3711 3369,711529383,Existing Customer,47,F,3,Graduate,Married,$40K - $60K,Blue,41,4,1,4,6602.0,1224,5378.0,0.665,3163 3370,715371108,Attrited Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,40,3,3,2,3728.0,0,3728.0,0.358,1632 3371,712988958,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,33,5,2,0,2021.0,1731,290.0,0.986,3253 3372,713005908,Existing Customer,47,F,2,Graduate,Married,$40K - $60K,Blue,36,5,2,3,2255.0,1733,522.0,0.903,4772 3373,712236483,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Gold,36,5,3,4,15704.0,1991,13713.0,0.6990000000000001,4487 3374,711852783,Existing Customer,46,M,2,Unknown,Married,$60K - $80K,Blue,36,3,2,2,5746.0,1572,4174.0,0.937,3446 3375,780056733,Existing Customer,36,M,3,Unknown,Single,$40K - $60K,Blue,22,3,6,3,8436.0,2517,5919.0,0.807,2627 3376,796903083,Attrited Customer,47,F,1,Doctorate,Married,$40K - $60K,Blue,36,2,3,2,1438.3,0,1438.3,0.838,2584 3377,716014983,Existing Customer,56,F,3,High School,Single,Less than $40K,Blue,48,6,5,3,8340.0,1902,6438.0,0.81,3755 3378,712521783,Existing Customer,54,M,3,Graduate,Unknown,$80K - $120K,Blue,47,6,2,4,15108.0,1288,13820.0,0.684,3713 3379,780045708,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Silver,26,6,2,2,15104.0,1204,13900.0,0.8240000000000001,4259 3380,719488008,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,1,2490.0,1281,1209.0,0.551,1902 3381,771575058,Existing Customer,45,M,1,Graduate,Married,Less than $40K,Blue,33,4,3,4,2009.0,1795,214.0,0.645,3172 3382,772137183,Attrited Customer,52,M,2,Graduate,Single,$120K +,Blue,41,1,3,1,31668.0,810,30858.0,0.643,1822 3383,779709033,Existing Customer,46,M,4,Unknown,Married,$60K - $80K,Blue,29,6,3,2,5735.0,2410,3325.0,0.616,3908 3384,709716258,Existing Customer,48,M,3,High School,Unknown,$80K - $120K,Blue,36,3,1,3,7633.0,1707,5926.0,0.529,1807 3385,737986083,Existing Customer,46,M,3,High School,Single,$60K - $80K,Blue,39,4,1,4,23642.0,2049,21593.0,0.7190000000000001,3139 3386,713343333,Existing Customer,42,M,3,Unknown,Married,$40K - $60K,Blue,29,4,3,4,6698.0,1327,5371.0,0.7979999999999999,4065 3387,779331558,Existing Customer,45,F,2,Unknown,Single,Less than $40K,Blue,27,6,3,3,1438.3,0,1438.3,0.6829999999999999,2598 3388,714973758,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,2,1438.3,1002,436.3,1.306,2004 3389,718009158,Existing Customer,50,F,3,Uneducated,Single,Less than $40K,Blue,41,4,2,2,2563.0,1860,703.0,0.68,3774 3390,789597408,Existing Customer,39,F,1,Post-Graduate,Single,$40K - $60K,Silver,32,5,2,3,17814.0,0,17814.0,0.82,4712 3391,712165308,Existing Customer,45,F,2,Doctorate,Single,Unknown,Blue,36,4,2,4,7738.0,947,6791.0,0.845,4255 3392,821768658,Attrited Customer,52,M,0,Unknown,Single,$120K +,Blue,48,4,5,5,13114.0,2247,10867.0,1.003,2474 3393,719341683,Existing Customer,42,M,2,Unknown,Married,$120K +,Blue,31,3,2,4,34516.0,1067,33449.0,0.48700000000000004,4281 3394,708637758,Existing Customer,49,F,3,Graduate,Single,Unknown,Blue,37,4,3,4,17345.0,545,16800.0,0.905,3523 3395,779974758,Existing Customer,51,M,2,College,Single,$120K +,Blue,40,6,3,3,8706.0,868,7838.0,0.991,3203 3396,821815458,Existing Customer,48,M,3,High School,Single,$60K - $80K,Blue,44,5,1,1,19272.0,1519,17753.0,0.557,3398 3397,711708408,Existing Customer,52,F,3,High School,Married,Unknown,Blue,43,4,3,2,4798.0,0,4798.0,0.583,3967 3398,812449758,Attrited Customer,43,M,3,High School,Single,$60K - $80K,Blue,38,2,3,2,12254.0,0,12254.0,0.705,2129 3399,715682208,Existing Customer,49,M,3,Doctorate,Married,$80K - $120K,Blue,36,4,1,4,9549.0,0,9549.0,0.7120000000000001,4629 3400,719914908,Existing Customer,37,M,2,Uneducated,Divorced,Less than $40K,Silver,36,3,3,2,11568.0,1846,9722.0,0.755,1701 3401,714744783,Existing Customer,48,F,3,Unknown,Married,Less than $40K,Blue,36,3,1,4,6197.0,1219,4978.0,0.552,3825 3402,710809833,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Silver,27,3,1,2,34516.0,0,34516.0,0.8340000000000001,3193 3403,720942333,Existing Customer,49,M,2,Unknown,Married,$40K - $60K,Blue,36,4,3,4,5137.0,0,5137.0,0.612,2043 3404,709423158,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,26,4,3,0,1791.0,1337,454.0,0.763,3592 3405,718307433,Existing Customer,50,F,0,Graduate,Single,Less than $40K,Blue,36,5,1,4,7238.0,2111,5127.0,1.085,2025 3406,772607433,Existing Customer,50,M,3,High School,Married,$80K - $120K,Blue,40,6,2,4,4514.0,2016,2498.0,0.313,4107 3407,801709308,Existing Customer,44,F,4,Uneducated,Married,Unknown,Blue,38,6,1,2,5366.0,968,4398.0,0.992,4558 3408,778502958,Existing Customer,47,M,3,Unknown,Divorced,$60K - $80K,Silver,35,4,2,5,29812.0,2031,27781.0,0.767,2385 3409,806656083,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Blue,43,3,2,4,9559.0,1514,8045.0,0.716,4064 3410,823635033,Existing Customer,49,F,2,High School,Married,Less than $40K,Blue,45,6,2,5,8353.0,1535,6818.0,1.3230000000000002,4200 3411,718739508,Existing Customer,51,F,5,Unknown,Married,Less than $40K,Blue,39,6,2,4,5455.0,1217,4238.0,0.66,3863 3412,709272333,Existing Customer,59,F,1,Uneducated,Unknown,Less than $40K,Blue,45,6,3,3,9899.0,2023,7876.0,0.445,4579 3413,721538883,Existing Customer,45,M,4,Graduate,Single,$40K - $60K,Silver,37,4,3,4,15578.0,0,15578.0,0.716,4449 3414,718835583,Existing Customer,50,F,1,Graduate,Married,Unknown,Blue,41,6,2,2,15641.0,2379,13262.0,0.816,3769 3415,827970933,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,42,4,2,0,3504.0,1698,1806.0,0.575,4439 3416,719888358,Existing Customer,47,M,1,Unknown,Divorced,$80K - $120K,Blue,38,5,3,5,18432.0,1422,17010.0,1.357,2748 3417,717030633,Existing Customer,46,M,4,College,Single,$60K - $80K,Blue,34,5,3,4,2369.0,1405,964.0,0.624,3034 3418,815085708,Attrited Customer,60,F,0,High School,Single,$40K - $60K,Blue,55,1,5,5,10882.0,2517,8365.0,0.266,1861 3419,716332533,Existing Customer,38,F,3,Unknown,Unknown,$40K - $60K,Blue,36,6,1,3,3509.0,1819,1690.0,0.894,4712 3420,822964683,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,47,6,3,4,2469.0,1491,978.0,0.8690000000000001,4351 3421,719335233,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Silver,27,5,3,4,14335.0,938,13397.0,0.445,3610 3422,779683683,Existing Customer,47,M,3,High School,Single,$40K - $60K,Blue,31,6,3,2,4005.0,1985,2020.0,1.3559999999999999,2344 3423,712653183,Existing Customer,49,F,4,Unknown,Single,Less than $40K,Blue,36,4,1,4,1976.0,1694,282.0,1.054,3675 3424,715485483,Attrited Customer,39,F,5,Graduate,Married,Less than $40K,Blue,36,3,3,3,3664.0,0,3664.0,0.419,1479 3425,788912658,Existing Customer,44,F,2,Unknown,Married,Less than $40K,Blue,30,3,1,4,3734.0,0,3734.0,0.9540000000000001,3144 3426,711396483,Existing Customer,40,M,2,Graduate,Single,$40K - $60K,Blue,36,3,2,3,6033.0,0,6033.0,0.8340000000000001,4505 3427,789220008,Existing Customer,56,M,3,High School,Married,$80K - $120K,Blue,45,5,2,2,4531.0,0,4531.0,0.491,1425 3428,716436483,Existing Customer,45,F,3,Uneducated,Unknown,Less than $40K,Blue,36,4,4,3,6245.0,0,6245.0,0.5539999999999999,2521 3429,717661908,Existing Customer,37,M,5,Doctorate,Single,$80K - $120K,Silver,36,4,1,1,34516.0,0,34516.0,0.711,2681 3430,778459833,Existing Customer,42,M,5,Graduate,Married,$60K - $80K,Blue,27,3,2,3,11880.0,2025,9855.0,0.835,1789 3431,769448658,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,37,5,2,3,4188.0,0,4188.0,0.565,3492 3432,820346133,Existing Customer,59,F,2,Uneducated,Single,Less than $40K,Blue,54,5,1,2,9344.0,1334,8010.0,0.375,4154 3433,720119808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,3,2,2,24126.0,948,23178.0,0.616,3342 3434,721523658,Existing Customer,46,M,5,High School,Unknown,$120K +,Blue,26,4,3,3,34516.0,772,33744.0,0.9790000000000001,3699 3435,711176133,Existing Customer,28,M,0,High School,Single,Less than $40K,Blue,36,6,3,4,2295.0,1015,1280.0,1.04,3366 3436,794560833,Attrited Customer,47,F,3,Graduate,Married,$40K - $60K,Blue,31,6,3,6,5496.0,0,5496.0,0.5479999999999999,1913 3437,718197108,Attrited Customer,54,M,2,Graduate,Single,$80K - $120K,Blue,36,5,3,3,12342.0,0,12342.0,0.431,1430 3438,713750583,Existing Customer,55,F,1,College,Unknown,Less than $40K,Blue,36,4,2,4,1928.0,1125,803.0,0.9109999999999999,2190 3439,769576608,Existing Customer,62,M,1,Uneducated,Single,$60K - $80K,Blue,49,4,1,2,12814.0,1010,11804.0,0.8690000000000001,3566 3440,708626058,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,34,6,2,4,5242.0,1465,3777.0,1.025,4098 3441,710333883,Attrited Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,37,5,2,2,8808.0,390,8418.0,0.628,1905 3442,715401633,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,35,3,1,2,4469.0,2002,2467.0,0.669,2111 3443,755220783,Existing Customer,51,M,1,Doctorate,Married,$80K - $120K,Blue,44,5,2,4,8031.0,1167,6864.0,0.5489999999999999,3576 3444,789603183,Existing Customer,48,M,4,High School,Unknown,$60K - $80K,Blue,41,4,1,3,9728.0,0,9728.0,0.8059999999999999,3756 3445,767564358,Existing Customer,47,F,5,Doctorate,Married,$40K - $60K,Blue,40,6,1,1,4748.0,1008,3740.0,0.484,3197 3446,789744033,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,38,4,1,1,19999.0,1007,18992.0,0.987,3183 3447,709887483,Existing Customer,56,M,2,Uneducated,Divorced,$40K - $60K,Blue,45,3,1,3,6331.0,1420,4911.0,0.529,3527 3448,779765058,Existing Customer,43,M,2,Unknown,Single,$40K - $60K,Blue,31,6,1,1,9662.0,817,8845.0,0.679,3817 3449,789177333,Attrited Customer,47,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,1693.0,1088,605.0,0.532,2104 3450,717262833,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Blue,36,5,2,4,2964.0,2043,921.0,0.6920000000000001,4345 3451,714878508,Existing Customer,48,F,2,High School,Single,Less than $40K,Blue,36,3,3,3,5483.0,535,4948.0,0.6809999999999999,2051 3452,711079308,Attrited Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,27,4,2,3,15186.0,0,15186.0,0.483,1884 3453,794510358,Existing Customer,41,M,3,Graduate,Married,$80K - $120K,Blue,26,6,3,3,33408.0,0,33408.0,0.816,3754 3454,715033533,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,37,4,2,2,3125.0,2517,608.0,0.73,4422 3455,779400183,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,31,3,3,4,2934.0,2517,417.0,0.868,2484 3456,716636808,Existing Customer,39,M,3,Graduate,Single,$120K +,Blue,36,4,2,2,34516.0,0,34516.0,0.754,3572 3457,708733983,Attrited Customer,50,F,1,Doctorate,Single,$40K - $60K,Blue,36,6,3,2,5349.0,2391,2958.0,0.6709999999999999,2122 3458,710521383,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,38,6,2,0,9810.0,1838,7972.0,0.6609999999999999,2247 3459,720075558,Existing Customer,50,M,4,College,Married,$120K +,Blue,36,6,1,4,7084.0,0,7084.0,0.889,3838 3460,716468658,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,36,3,1,3,3537.0,0,3537.0,0.647,4101 3461,717569283,Existing Customer,47,M,5,Doctorate,Single,Less than $40K,Blue,36,3,1,2,8896.0,1338,7558.0,0.741,4252 3462,787491483,Existing Customer,41,M,3,Unknown,Divorced,$80K - $120K,Blue,29,5,2,3,30733.0,1153,29580.0,0.987,3455 3463,779995833,Existing Customer,49,M,0,Unknown,Married,$60K - $80K,Blue,39,6,2,4,10177.0,1748,8429.0,0.622,3557 3464,714215058,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,33,5,2,4,6848.0,0,6848.0,0.9620000000000001,4006 3465,789407958,Existing Customer,42,M,1,Graduate,Married,$60K - $80K,Blue,33,6,2,3,17165.0,1153,16012.0,0.578,4063 3466,715118058,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,36,3,3,1,20274.0,2100,18174.0,0.584,5274 3467,713672208,Existing Customer,50,M,1,Doctorate,Divorced,$60K - $80K,Blue,33,3,5,2,19939.0,0,19939.0,1.03,3342 3468,720865383,Existing Customer,53,M,3,Graduate,Single,$120K +,Blue,45,4,3,1,3378.0,1852,1526.0,0.483,4437 3469,713701533,Existing Customer,51,M,2,Unknown,Married,$80K - $120K,Blue,39,4,3,2,9773.0,1998,7775.0,0.782,3578 3470,778895883,Existing Customer,50,F,1,Unknown,Married,Unknown,Blue,31,5,3,1,3668.0,0,3668.0,0.62,4430 3471,719655258,Existing Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,3,2,4,3196.0,0,3196.0,0.578,3412 3472,711205758,Attrited Customer,45,M,3,College,Single,$80K - $120K,Silver,33,1,3,3,34516.0,0,34516.0,1.492,2534 3473,806264958,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,47,5,2,3,7030.0,994,6036.0,0.725,3211 3474,714659133,Attrited Customer,47,M,5,High School,Married,$80K - $120K,Blue,37,2,2,2,9410.0,0,9410.0,0.586,2178 3475,716425833,Attrited Customer,38,M,2,Graduate,Single,$120K +,Blue,36,5,2,1,34516.0,1229,33287.0,0.42700000000000005,1797 3476,712166583,Existing Customer,45,F,0,Graduate,Married,Less than $40K,Blue,38,4,3,3,4096.0,1468,2628.0,0.627,3490 3477,713124558,Existing Customer,43,F,2,Graduate,Married,Unknown,Blue,34,6,1,4,7210.0,782,6428.0,0.733,4249 3478,714048783,Existing Customer,57,M,2,High School,Single,$80K - $120K,Blue,36,6,3,0,8026.0,2202,5824.0,0.586,4072 3479,708784908,Existing Customer,47,F,3,Graduate,Unknown,Unknown,Blue,34,5,1,4,18064.0,2039,16025.0,0.89,4435 3480,714332658,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,35,5,2,4,5596.0,1086,4510.0,0.5870000000000001,3896 3481,719169783,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,43,3,3,3,6897.0,640,6257.0,1.052,2781 3482,718270833,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Silver,40,6,3,3,13991.0,1580,12411.0,0.8640000000000001,4100 3483,721268133,Existing Customer,44,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,5,2,2,11366.0,2109,9257.0,0.993,3495 3484,795343683,Existing Customer,40,F,3,High School,Single,Less than $40K,Blue,34,5,1,3,1707.0,989,718.0,0.555,3935 3485,715611933,Existing Customer,50,F,4,Doctorate,Married,Unknown,Blue,38,6,4,2,23692.0,2402,21290.0,0.9420000000000001,3632 3486,711184983,Existing Customer,41,M,5,Unknown,Unknown,$80K - $120K,Blue,29,6,2,1,11191.0,0,11191.0,0.8079999999999999,3839 3487,779601783,Existing Customer,42,F,5,College,Married,Less than $40K,Blue,31,3,1,2,3476.0,700,2776.0,0.604,4364 3488,784263558,Existing Customer,43,M,2,Uneducated,Single,$60K - $80K,Silver,37,4,3,3,27781.0,0,27781.0,1.0,3184 3489,720795858,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,25,3,3,2,10534.0,0,10534.0,0.985,3456 3490,756629133,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,54,3,2,2,2721.0,0,2721.0,0.7340000000000001,2088 3491,714387108,Existing Customer,51,M,3,Graduate,Single,$80K - $120K,Blue,43,4,2,3,10458.0,0,10458.0,0.5870000000000001,3481 3492,712164333,Attrited Customer,40,M,4,High School,Married,$60K - $80K,Blue,29,3,3,2,12544.0,1636,10908.0,0.503,1758 3493,714429258,Existing Customer,46,M,5,Doctorate,Single,$60K - $80K,Blue,39,4,3,3,11464.0,0,11464.0,1.02,3660 3494,796791258,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,44,5,2,4,3104.0,1791,1313.0,1.048,4006 3495,711220683,Existing Customer,48,M,1,Unknown,Married,$60K - $80K,Blue,36,4,1,3,11770.0,1813,9957.0,0.623,3280 3496,717582558,Existing Customer,50,M,1,Graduate,Single,$120K +,Blue,40,4,2,3,34516.0,1185,33331.0,0.725,3874 3497,714779733,Existing Customer,44,M,4,Unknown,Single,$60K - $80K,Blue,36,3,1,4,10998.0,1586,9412.0,0.907,2237 3498,817965858,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,37,3,1,3,2757.0,1785,972.0,0.735,3766 3499,717358158,Existing Customer,46,M,3,Uneducated,Single,$60K - $80K,Blue,36,5,1,2,5489.0,1189,4300.0,0.95,3215 3500,720301458,Existing Customer,52,M,1,High School,Single,$120K +,Blue,38,3,1,2,19709.0,1924,17785.0,0.46799999999999997,3000 3501,826471458,Attrited Customer,42,M,3,Graduate,Married,Less than $40K,Blue,38,2,3,3,6967.0,1767,5200.0,0.54,1919 3502,794579658,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,32,3,2,2,23424.0,2517,20907.0,0.762,3537 3503,717052158,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,32,3,2,2,21718.0,2386,19332.0,0.743,3492 3504,818311533,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,48,5,3,1,4908.0,1429,3479.0,0.745,3535 3505,716156508,Existing Customer,52,M,2,High School,Single,$40K - $60K,Blue,36,3,1,3,1470.0,0,1470.0,0.64,4095 3506,711191808,Existing Customer,39,M,0,Graduate,Single,$80K - $120K,Gold,32,3,1,4,34516.0,1793,32723.0,0.545,4256 3507,712084383,Existing Customer,63,M,1,Graduate,Single,Less than $40K,Blue,56,4,2,2,7936.0,2081,5855.0,0.941,4247 3508,788641758,Existing Customer,53,M,4,College,Single,$60K - $80K,Blue,45,5,3,2,14366.0,888,13478.0,0.638,3868 3509,788768883,Existing Customer,54,F,0,Unknown,Single,$40K - $60K,Blue,35,4,1,3,9231.0,1642,7589.0,0.41600000000000004,4676 3510,713277783,Existing Customer,45,F,4,Uneducated,Married,$40K - $60K,Silver,36,6,2,2,18679.0,905,17774.0,0.541,2168 3511,717451833,Existing Customer,45,F,3,Uneducated,Divorced,Unknown,Blue,36,6,3,2,20356.0,2517,17839.0,0.607,4547 3512,712291308,Existing Customer,52,F,1,Uneducated,Single,Unknown,Blue,40,5,1,3,2259.0,1721,538.0,0.682,1852 3513,712852233,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,53,5,3,4,6663.0,765,5898.0,1.129,4583 3514,712312908,Existing Customer,47,F,4,Unknown,Unknown,Less than $40K,Blue,34,6,2,4,2424.0,0,2424.0,0.662,3890 3515,773457558,Existing Customer,45,F,5,College,Single,$40K - $60K,Silver,39,3,2,2,15677.0,1227,14450.0,0.76,3818 3516,716194683,Existing Customer,41,M,4,Graduate,Divorced,$40K - $60K,Blue,30,4,2,3,2334.0,1138,1196.0,0.826,2155 3517,720563058,Existing Customer,56,F,3,College,Single,Unknown,Blue,43,6,1,3,1816.0,1052,764.0,0.547,4175 3518,719502183,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,36,3,1,3,4950.0,1829,3121.0,0.6709999999999999,4529 3519,712287333,Existing Customer,39,M,1,Uneducated,Single,$80K - $120K,Blue,30,3,1,4,34516.0,2055,32461.0,0.589,4048 3520,716944983,Existing Customer,61,M,0,Uneducated,Married,$120K +,Blue,36,4,3,4,24172.0,2517,21655.0,0.424,1658 3521,718115733,Existing Customer,57,M,1,Graduate,Married,$60K - $80K,Blue,36,4,1,3,9037.0,1544,7493.0,0.321,1627 3522,827691858,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,42,3,2,4,7616.0,1251,6365.0,0.581,2006 3523,716431833,Existing Customer,38,M,2,Unknown,Divorced,$40K - $60K,Blue,28,3,3,4,11209.0,1165,10044.0,0.966,4614 3524,717265983,Existing Customer,44,F,4,Uneducated,Divorced,Unknown,Blue,36,3,2,0,9908.0,2066,7842.0,0.46299999999999997,3749 3525,769578858,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Silver,33,4,3,1,18737.0,0,18737.0,0.797,4010 3526,712815858,Existing Customer,57,F,1,High School,Single,Less than $40K,Blue,45,5,2,4,5330.0,0,5330.0,0.515,3525 3527,815851233,Attrited Customer,52,M,3,High School,Single,$120K +,Blue,47,6,1,3,19032.0,0,19032.0,0.41700000000000004,1726 3528,779425608,Existing Customer,50,F,1,Unknown,Single,Unknown,Blue,32,6,1,4,5916.0,983,4933.0,0.7609999999999999,3752 3529,811532208,Existing Customer,51,M,4,Graduate,Married,$40K - $60K,Silver,46,3,5,2,16277.0,1170,15107.0,0.95,3634 3530,713896533,Existing Customer,42,M,4,High School,Single,$60K - $80K,Blue,33,5,1,3,9442.0,838,8604.0,0.654,3157 3531,712546233,Existing Customer,51,F,3,Unknown,Single,Less than $40K,Blue,39,5,1,3,2990.0,0,2990.0,0.598,4065 3532,772148058,Existing Customer,45,M,3,Graduate,Unknown,$80K - $120K,Blue,34,6,6,3,2210.0,759,1451.0,0.892,2755 3533,771776808,Attrited Customer,44,M,4,Uneducated,Married,$40K - $60K,Blue,33,5,4,3,1527.0,0,1527.0,0.531,1877 3534,715905633,Existing Customer,45,M,1,Graduate,Single,$60K - $80K,Blue,36,3,1,3,6022.0,1433,4589.0,0.955,3433 3535,778282758,Existing Customer,55,M,2,College,Divorced,$120K +,Blue,45,6,2,1,26729.0,1052,25677.0,1.034,4140 3536,717886008,Existing Customer,63,M,1,High School,Single,Less than $40K,Blue,51,5,3,2,6102.0,0,6102.0,0.639,4527 3537,709985133,Existing Customer,33,F,2,Graduate,Divorced,Less than $40K,Blue,24,3,1,2,6803.0,2296,4507.0,0.754,2603 3538,709289358,Existing Customer,46,M,3,Graduate,Single,$80K - $120K,Blue,38,4,1,2,8101.0,1266,6835.0,0.615,3226 3539,720457608,Existing Customer,41,F,4,Graduate,Married,Less than $40K,Blue,36,4,1,1,4632.0,0,4632.0,0.637,4306 3540,780612558,Existing Customer,58,F,1,Graduate,Single,$40K - $60K,Blue,46,3,3,3,1996.0,1850,146.0,0.9520000000000001,3421 3541,714216033,Existing Customer,51,M,3,Doctorate,Married,$120K +,Blue,42,4,1,2,11600.0,738,10862.0,0.6920000000000001,3488 3542,710577708,Existing Customer,35,M,1,Unknown,Single,$40K - $60K,Blue,25,5,3,3,2657.0,1983,674.0,0.831,2591 3543,719462433,Existing Customer,42,F,5,Graduate,Single,Less than $40K,Blue,36,4,2,2,8464.0,1002,7462.0,0.598,4227 3544,769063308,Existing Customer,45,M,3,Post-Graduate,Married,$80K - $120K,Blue,39,6,2,2,29003.0,2323,26680.0,0.6709999999999999,1676 3545,715136583,Existing Customer,51,M,3,High School,Single,$40K - $60K,Blue,36,4,3,4,5000.0,942,4058.0,0.604,4077 3546,710915358,Existing Customer,63,F,0,College,Single,Unknown,Blue,55,5,1,2,14963.0,1616,13347.0,0.755,3242 3547,709841433,Existing Customer,45,F,2,Graduate,Divorced,Less than $40K,Blue,33,6,3,3,3855.0,1188,2667.0,0.927,3885 3548,710509758,Existing Customer,36,M,4,College,Single,$120K +,Blue,36,5,3,3,28200.0,765,27435.0,0.68,2507 3549,720527058,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,24,4,3,3,2310.0,1306,1004.0,0.525,4343 3550,711787383,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,40,3,1,3,1960.0,1428,532.0,0.57,3782 3551,715824108,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,38,3,1,3,3773.0,1291,2482.0,0.878,4697 3552,719474583,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Blue,30,6,2,3,9771.0,1776,7995.0,0.46,2778 3553,719282433,Existing Customer,60,F,0,Graduate,Single,Unknown,Blue,48,3,3,4,6417.0,1372,5045.0,1.1540000000000001,3280 3554,772669833,Existing Customer,43,M,3,Post-Graduate,Single,$60K - $80K,Blue,33,4,3,2,16037.0,0,16037.0,0.5579999999999999,3048 3555,789365508,Attrited Customer,49,M,2,High School,Divorced,$40K - $60K,Blue,39,2,3,4,14839.0,512,14327.0,0.17600000000000002,1453 3556,806641683,Existing Customer,44,M,3,Uneducated,Married,$80K - $120K,Silver,39,5,2,2,34516.0,1461,33055.0,0.6459999999999999,3416 3557,805534608,Existing Customer,54,F,2,College,Single,$40K - $60K,Blue,49,4,3,3,8769.0,1314,7455.0,0.47700000000000004,3817 3558,781117533,Existing Customer,50,M,1,Unknown,Married,$120K +,Blue,36,6,3,2,20968.0,0,20968.0,0.64,2823 3559,710294808,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,4,1,2,2188.0,1241,947.0,0.782,4509 3560,718788258,Existing Customer,52,M,5,Unknown,Married,$80K - $120K,Blue,40,3,3,4,30314.0,776,29538.0,0.705,3290 3561,716404383,Attrited Customer,47,F,2,Graduate,Married,Unknown,Blue,36,1,3,2,18799.0,2517,16282.0,0.813,2315 3562,824795358,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,3,0,1638.0,1038,600.0,0.718,4150 3563,715196508,Existing Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,35,5,3,2,3538.0,0,3538.0,0.653,4123 3564,779051808,Existing Customer,35,F,1,Graduate,Single,$40K - $60K,Blue,16,3,2,2,2546.0,1348,1198.0,0.877,4145 3565,720695583,Existing Customer,65,M,1,Graduate,Single,Unknown,Blue,53,6,2,3,10775.0,1787,8988.0,0.648,3432 3566,826414083,Existing Customer,47,F,4,Unknown,Married,$40K - $60K,Blue,43,4,3,4,4798.0,1017,3781.0,0.45799999999999996,4225 3567,708426483,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,36,4,6,1,5816.0,716,5100.0,0.9229999999999999,3534 3568,787472283,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Blue,36,4,2,2,20533.0,1321,19212.0,0.716,3918 3569,716948283,Existing Customer,58,M,1,College,Single,$80K - $120K,Blue,49,3,3,2,9890.0,0,9890.0,0.653,3497 3570,778375458,Existing Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,32,6,3,3,30820.0,1724,29096.0,0.948,3402 3571,718504983,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,37,6,2,2,6091.0,0,6091.0,0.56,3340 3572,709625733,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,5,2,3,9690.0,1115,8575.0,0.542,4620 3573,719357058,Existing Customer,62,F,2,Doctorate,Single,$40K - $60K,Blue,56,5,3,2,6797.0,1428,5369.0,0.747,3962 3574,709626858,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,31,3,3,4,4985.0,1379,3606.0,0.8959999999999999,4222 3575,711843708,Attrited Customer,61,F,0,Graduate,Divorced,Less than $40K,Blue,36,2,3,3,2125.0,0,2125.0,0.654,2860 3576,711349083,Existing Customer,47,F,4,Doctorate,Married,Less than $40K,Blue,28,3,2,4,4012.0,0,4012.0,1.073,2962 3577,721462458,Existing Customer,52,F,3,High School,Married,Unknown,Blue,42,3,2,1,23858.0,1179,22679.0,0.6709999999999999,3784 3578,780833058,Existing Customer,46,M,2,High School,Married,$40K - $60K,Blue,32,4,3,2,2619.0,2271,348.0,0.61,3835 3579,769962933,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,34,4,1,4,6728.0,1192,5536.0,0.687,5244 3580,719095533,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,39,3,3,3,2680.0,1652,1028.0,1.1320000000000001,3382 3581,709718058,Existing Customer,52,F,4,Uneducated,Single,Less than $40K,Blue,36,5,1,4,2936.0,2181,755.0,0.478,4650 3582,819151083,Existing Customer,46,M,5,High School,Single,$60K - $80K,Blue,41,3,3,4,7478.0,1775,5703.0,0.54,4042 3583,770778108,Existing Customer,49,M,4,Post-Graduate,Married,$60K - $80K,Blue,35,4,2,3,2527.0,1419,1108.0,0.797,3585 3584,718877883,Attrited Customer,44,F,3,Unknown,Single,Less than $40K,Blue,36,3,1,1,5644.0,2517,3127.0,0.86,2440 3585,710376708,Existing Customer,50,F,5,Uneducated,Single,Less than $40K,Blue,33,4,3,3,2837.0,1377,1460.0,0.564,3928 3586,718366983,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Blue,31,6,2,4,18584.0,2446,16138.0,0.76,3504 3587,719604858,Attrited Customer,45,F,3,Unknown,Married,Less than $40K,Blue,31,4,3,3,5941.0,0,5941.0,0.522,2196 3588,714549558,Attrited Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,32,3,2,2,9576.0,0,9576.0,0.8170000000000001,2362 3589,822955008,Attrited Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,56,3,3,2,9569.0,0,9569.0,0.94,2287 3590,712986483,Existing Customer,32,M,3,College,Unknown,$80K - $120K,Blue,36,3,5,2,15412.0,0,15412.0,0.589,3993 3591,779597133,Existing Customer,55,M,1,Graduate,Single,$80K - $120K,Blue,44,4,3,2,2663.0,1784,879.0,0.785,4317 3592,758426583,Existing Customer,51,F,2,Post-Graduate,Married,Less than $40K,Blue,44,3,3,4,1438.3,1031,407.3,0.5820000000000001,3308 3593,716805408,Existing Customer,52,M,3,Doctorate,Married,$60K - $80K,Blue,40,6,2,2,5376.0,804,4572.0,0.51,4511 3594,711275433,Attrited Customer,47,M,4,Uneducated,Unknown,Unknown,Blue,36,3,3,3,18873.0,0,18873.0,0.636,2021 3595,778968408,Existing Customer,39,M,2,Doctorate,Single,$60K - $80K,Blue,27,4,1,3,5341.0,0,5341.0,0.7709999999999999,1955 3596,827117808,Attrited Customer,45,M,1,Graduate,Single,$60K - $80K,Blue,41,2,3,2,9904.0,2513,7391.0,0.0,1152 3597,804462633,Attrited Customer,43,F,3,High School,Divorced,Less than $40K,Blue,38,3,3,3,7084.0,0,7084.0,0.523,2287 3598,709321908,Attrited Customer,47,M,3,High School,Single,$80K - $120K,Blue,29,2,2,3,7498.0,2319,5179.0,0.484,1676 3599,714907908,Existing Customer,51,F,0,High School,Married,$40K - $60K,Blue,40,6,2,2,5450.0,1674,3776.0,0.588,3722 3600,818336508,Existing Customer,50,M,2,Unknown,Single,$120K +,Blue,45,6,2,4,32719.0,1650,31069.0,0.7170000000000001,4037 3601,712597233,Attrited Customer,37,M,2,Uneducated,Unknown,$40K - $60K,Blue,36,2,3,2,3250.0,1721,1529.0,0.446,1714 3602,711964533,Existing Customer,44,M,3,College,Married,$40K - $60K,Blue,36,3,3,2,6111.0,2517,3594.0,0.733,4155 3603,716705433,Existing Customer,62,F,1,Uneducated,Unknown,Less than $40K,Silver,36,6,1,3,12590.0,931,11659.0,1.068,4182 3604,717983058,Existing Customer,41,F,3,Graduate,Married,$40K - $60K,Blue,29,5,1,3,1982.0,1068,914.0,0.8809999999999999,3058 3605,709587783,Existing Customer,39,M,4,Post-Graduate,Single,$60K - $80K,Silver,36,6,3,3,25133.0,0,25133.0,0.461,4033 3606,709804533,Existing Customer,40,M,4,Uneducated,Single,$120K +,Blue,34,3,1,3,17818.0,1451,16367.0,0.632,3973 3607,712076358,Existing Customer,46,M,3,High School,Single,$120K +,Blue,34,5,3,2,5155.0,868,4287.0,0.882,3535 3608,711670308,Existing Customer,51,F,3,Unknown,Married,Less than $40K,Blue,30,3,2,0,6006.0,1576,4430.0,0.504,3199 3609,720717108,Existing Customer,64,M,1,Uneducated,Single,Unknown,Blue,51,6,3,1,2571.0,1210,1361.0,0.972,3647 3610,784789758,Existing Customer,40,M,2,Unknown,Married,$60K - $80K,Blue,34,6,3,0,3269.0,1601,1668.0,1.168,3966 3611,779689233,Existing Customer,50,M,3,Graduate,Single,$40K - $60K,Blue,33,3,1,2,2798.0,1291,1507.0,0.708,2903 3612,788792583,Existing Customer,44,F,3,Unknown,Single,$40K - $60K,Blue,26,4,3,0,7277.0,0,7277.0,0.758,4458 3613,710657508,Existing Customer,32,M,0,College,Unknown,Less than $40K,Blue,36,3,3,4,3788.0,1325,2463.0,0.607,3975 3614,716393958,Existing Customer,43,M,3,High School,Single,$80K - $120K,Blue,34,4,2,0,28262.0,1483,26779.0,0.6679999999999999,3855 3615,770708133,Existing Customer,47,F,5,High School,Single,Less than $40K,Blue,33,5,2,2,2169.0,1330,839.0,0.905,3833 3616,766131033,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,29,6,3,3,3767.0,976,2791.0,1.021,3163 3617,719816583,Attrited Customer,46,M,3,Doctorate,Married,$120K +,Blue,38,3,2,2,8989.0,552,8437.0,0.6990000000000001,2309 3618,715376508,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,42,3,5,1,2838.0,2517,321.0,0.625,3493 3619,709300458,Existing Customer,48,M,1,Graduate,Unknown,Less than $40K,Blue,43,5,3,3,7199.0,1031,6168.0,1.212,4041 3620,778340733,Existing Customer,44,F,3,College,Married,$40K - $60K,Blue,24,3,1,4,8495.0,1537,6958.0,0.919,1950 3621,708195633,Existing Customer,40,M,2,High School,Unknown,$80K - $120K,Silver,32,5,2,3,34516.0,1182,33334.0,0.613,2440 3622,714729933,Existing Customer,46,M,2,Unknown,Married,$80K - $120K,Blue,36,6,1,2,14164.0,1525,12639.0,0.5429999999999999,3749 3623,794514108,Existing Customer,50,F,2,Unknown,Married,Unknown,Blue,31,4,2,2,3604.0,0,3604.0,0.934,4051 3624,812501358,Existing Customer,46,F,4,Post-Graduate,Divorced,Less than $40K,Blue,41,4,1,1,1752.0,611,1141.0,0.465,4864 3625,718961208,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,32,5,3,3,4204.0,0,4204.0,1.073,3799 3626,814459833,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,37,5,3,4,8017.0,0,8017.0,0.539,3042 3627,720363258,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,29,3,3,3,2778.0,1640,1138.0,0.82,4007 3628,714496083,Existing Customer,51,M,3,Unknown,Single,$60K - $80K,Blue,43,4,2,3,6649.0,1781,4868.0,0.546,1609 3629,713004933,Attrited Customer,40,M,3,High School,Married,$60K - $80K,Blue,27,3,2,1,6813.0,2332,4481.0,0.58,2634 3630,712011633,Existing Customer,40,F,2,Doctorate,Single,$40K - $60K,Blue,36,6,1,3,2797.0,850,1947.0,0.953,3652 3631,772466508,Attrited Customer,45,M,3,Unknown,Single,$60K - $80K,Blue,35,6,2,1,18004.0,2517,15487.0,0.569,2030 3632,708225483,Existing Customer,47,M,4,Graduate,Married,$80K - $120K,Blue,36,3,2,4,11242.0,1561,9681.0,0.8290000000000001,4246 3633,788923758,Existing Customer,26,F,1,High School,Unknown,Unknown,Blue,13,3,1,3,10693.0,2517,8176.0,0.88,4138 3634,789150633,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,38,6,3,2,3026.0,1888,1138.0,0.762,3687 3635,710809083,Existing Customer,37,F,4,College,Married,Less than $40K,Blue,36,6,3,1,1438.3,787,651.3,0.914,4587 3636,787669233,Existing Customer,51,M,2,Doctorate,Single,$80K - $120K,Blue,41,3,3,2,34516.0,1046,33470.0,1.001,3435 3637,708119658,Existing Customer,49,F,4,Graduate,Married,$40K - $60K,Blue,38,4,2,1,12836.0,1034,11802.0,0.6629999999999999,2519 3638,737921733,Attrited Customer,62,F,1,Unknown,Single,Less than $40K,Blue,55,3,3,3,1892.0,1604,288.0,0.47600000000000003,1581 3639,765940683,Existing Customer,37,M,3,Uneducated,Single,$80K - $120K,Blue,30,5,2,2,11277.0,1747,9530.0,0.503,2033 3640,719732433,Existing Customer,54,M,2,Graduate,Single,$60K - $80K,Blue,36,5,3,1,12815.0,1017,11798.0,0.532,3771 3641,715491483,Existing Customer,44,M,2,Graduate,Divorced,$120K +,Blue,36,5,2,0,24016.0,0,24016.0,0.748,3693 3642,783381933,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Blue,37,4,1,3,3482.0,1942,1540.0,0.9259999999999999,3512 3643,811554708,Existing Customer,44,F,3,High School,Married,Unknown,Blue,38,4,6,4,26516.0,1434,25082.0,0.47200000000000003,3609 3644,719536608,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,4,5,1,2285.0,1931,354.0,0.69,4944 3645,720753183,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,36,4,3,2,9617.0,2035,7582.0,1.004,4247 3646,714505683,Existing Customer,51,M,4,Uneducated,Divorced,$80K - $120K,Blue,38,5,3,2,34516.0,0,34516.0,0.506,3250 3647,711942783,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,28,3,1,3,2354.0,1909,445.0,0.833,4048 3648,714031983,Existing Customer,41,F,3,High School,Single,Less than $40K,Silver,36,6,1,3,11533.0,1418,10115.0,0.546,4038 3649,711372258,Existing Customer,59,M,1,College,Single,$40K - $60K,Blue,51,4,2,2,5042.0,1002,4040.0,1.1079999999999999,2897 3650,710825658,Existing Customer,37,F,3,Uneducated,Single,Less than $40K,Blue,29,5,3,2,2584.0,1614,970.0,0.675,4045 3651,716575758,Attrited Customer,50,F,2,College,Unknown,Unknown,Blue,39,2,3,2,1438.3,0,1438.3,0.588,1859 3652,714732183,Existing Customer,47,M,4,Uneducated,Unknown,$40K - $60K,Blue,36,6,3,2,3402.0,1607,1795.0,0.43200000000000005,3188 3653,714097683,Attrited Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,49,3,3,4,1809.0,0,1809.0,0.569,2123 3654,720568083,Existing Customer,40,M,2,Graduate,Divorced,$60K - $80K,Blue,36,5,2,4,8624.0,0,8624.0,0.574,2428 3655,708121908,Attrited Customer,48,M,4,Unknown,Married,$80K - $120K,Blue,36,2,3,2,22917.0,0,22917.0,0.574,2045 3656,778710783,Existing Customer,45,M,3,High School,Divorced,$80K - $120K,Blue,26,3,2,2,18410.0,974,17436.0,0.857,3778 3657,713745783,Existing Customer,29,F,0,Post-Graduate,Single,Unknown,Gold,36,4,1,4,34516.0,1452,33064.0,0.887,2336 3658,711043983,Existing Customer,44,M,3,High School,Single,$80K - $120K,Blue,29,6,3,1,34516.0,1259,33257.0,0.547,3275 3659,716438433,Existing Customer,41,M,1,Doctorate,Married,$80K - $120K,Blue,32,4,3,3,10130.0,1449,8681.0,0.8190000000000001,4002 3660,709435533,Attrited Customer,53,F,1,Unknown,Single,Less than $40K,Blue,41,2,3,2,3099.0,0,3099.0,0.27899999999999997,1401 3661,711080358,Existing Customer,55,M,1,Unknown,Unknown,$120K +,Blue,46,4,1,2,19849.0,2205,17644.0,0.7959999999999999,3657 3662,718677858,Existing Customer,39,M,1,College,Married,Less than $40K,Blue,27,4,2,2,2283.0,1053,1230.0,0.8540000000000001,4571 3663,720259308,Existing Customer,39,M,3,High School,Single,$80K - $120K,Blue,30,5,3,3,6347.0,569,5778.0,0.6679999999999999,3927 3664,719346708,Existing Customer,41,F,1,Unknown,Divorced,Less than $40K,Blue,30,5,2,4,2758.0,1675,1083.0,0.882,3820 3665,719874633,Attrited Customer,44,M,1,High School,Unknown,$80K - $120K,Gold,36,2,2,3,34516.0,0,34516.0,0.596,1891 3666,720286908,Existing Customer,50,M,3,Uneducated,Married,$40K - $60K,Blue,40,5,2,2,3469.0,0,3469.0,0.956,3680 3667,719168883,Attrited Customer,45,F,5,Unknown,Single,Less than $40K,Blue,34,1,4,1,5155.0,0,5155.0,1.014,2753 3668,789893808,Existing Customer,52,M,3,Graduate,Divorced,$120K +,Silver,42,6,2,3,34516.0,1230,33286.0,0.608,2100 3669,772472208,Existing Customer,50,M,1,Uneducated,Married,$60K - $80K,Blue,40,6,1,4,4092.0,996,3096.0,0.644,2298 3670,710402508,Existing Customer,52,M,0,Unknown,Married,$80K - $120K,Blue,36,4,3,4,4675.0,0,4675.0,0.863,3487 3671,710218233,Existing Customer,43,F,3,High School,Single,$40K - $60K,Blue,35,4,3,3,2297.0,1044,1253.0,0.591,3161 3672,714212358,Attrited Customer,38,F,3,High School,Single,Unknown,Blue,36,1,3,2,5260.0,1706,3554.0,0.359,2142 3673,812956983,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,46,6,3,3,3458.0,1989,1469.0,0.7070000000000001,3409 3674,780241758,Existing Customer,59,M,1,High School,Single,$60K - $80K,Blue,45,4,2,4,3943.0,2517,1426.0,0.467,3527 3675,711580908,Existing Customer,52,F,3,Unknown,Single,$40K - $60K,Blue,42,6,3,2,3028.0,2258,770.0,1.058,4119 3676,712835433,Existing Customer,49,F,3,Uneducated,Married,Unknown,Blue,36,5,3,3,1438.3,0,1438.3,0.8059999999999999,4869 3677,716461683,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Silver,36,5,3,1,11884.0,1339,10545.0,0.556,4134 3678,713617608,Existing Customer,43,M,3,Unknown,Married,$120K +,Silver,33,5,2,3,34516.0,1844,32672.0,1.051,4217 3679,714622833,Existing Customer,47,M,3,Uneducated,Single,$80K - $120K,Blue,36,5,3,2,26058.0,1664,24394.0,0.9159999999999999,3489 3680,712115958,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,38,5,3,4,2808.0,2264,544.0,0.544,3562 3681,712033833,Existing Customer,42,F,4,Unknown,Unknown,Less than $40K,Blue,34,5,3,2,1874.0,1341,533.0,0.9520000000000001,3899 3682,714548733,Existing Customer,35,M,0,College,Single,$80K - $120K,Silver,16,6,3,3,34516.0,0,34516.0,0.524,2655 3683,719523108,Existing Customer,61,M,0,Post-Graduate,Single,$60K - $80K,Blue,36,6,2,3,11236.0,576,10660.0,0.637,4253 3684,710881008,Existing Customer,42,M,3,High School,Single,$80K - $120K,Blue,29,3,1,1,6380.0,1238,5142.0,0.903,4119 3685,715098333,Existing Customer,52,M,2,High School,Single,$120K +,Blue,43,3,2,3,34516.0,761,33755.0,0.9159999999999999,4313 3686,708211383,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,27,3,3,3,2664.0,0,2664.0,0.731,3906 3687,715054683,Existing Customer,50,M,2,Uneducated,Single,$80K - $120K,Blue,42,3,3,4,1645.0,0,1645.0,0.7709999999999999,3838 3688,710670633,Existing Customer,40,M,4,High School,Married,$60K - $80K,Blue,36,6,3,3,5797.0,1779,4018.0,0.785,2131 3689,784560258,Existing Customer,45,M,1,Uneducated,Divorced,$60K - $80K,Blue,39,4,2,0,21721.0,1247,20474.0,0.657,3937 3690,710871108,Existing Customer,45,M,5,Uneducated,Divorced,$60K - $80K,Silver,36,4,2,4,31756.0,1459,30297.0,0.687,4759 3691,787770858,Existing Customer,43,M,4,Graduate,Single,$80K - $120K,Blue,32,3,2,3,8333.0,774,7559.0,0.9840000000000001,3889 3692,721104708,Attrited Customer,41,F,3,Post-Graduate,Single,Less than $40K,Blue,36,1,3,1,2067.0,1966,101.0,0.91,3033 3693,717461283,Attrited Customer,38,F,2,Graduate,Single,Unknown,Blue,24,3,2,3,2214.0,570,1644.0,0.688,2066 3694,803028858,Attrited Customer,38,F,2,Graduate,Single,Less than $40K,Blue,32,2,3,3,3775.0,0,3775.0,0.581,2031 3695,716628633,Existing Customer,41,M,4,Uneducated,Single,$80K - $120K,Blue,33,6,3,3,4388.0,1519,2869.0,0.787,4406 3696,813380058,Existing Customer,64,F,0,Graduate,Single,Unknown,Blue,56,3,2,4,4100.0,863,3237.0,0.992,3593 3697,770135358,Existing Customer,46,F,1,Graduate,Married,Less than $40K,Blue,40,6,2,2,5157.0,1485,3672.0,0.6990000000000001,4417 3698,719301258,Existing Customer,61,M,0,Post-Graduate,Single,$40K - $60K,Silver,42,4,3,2,15939.0,0,15939.0,0.7909999999999999,3982 3699,711340233,Existing Customer,46,F,0,Graduate,Single,Unknown,Blue,34,6,1,2,9216.0,2059,7157.0,0.763,3630 3700,710002833,Existing Customer,32,F,1,High School,Married,Unknown,Blue,22,3,2,3,3413.0,2517,896.0,0.9840000000000001,4355 3701,808705758,Existing Customer,43,M,3,Unknown,Unknown,$80K - $120K,Blue,38,6,2,3,20348.0,1732,18616.0,0.674,1624 3702,710839308,Existing Customer,34,F,2,High School,Single,Less than $40K,Blue,21,6,1,3,5015.0,1671,3344.0,0.6890000000000001,3161 3703,768687183,Existing Customer,54,F,1,College,Single,Less than $40K,Blue,48,3,1,4,2440.0,1083,1357.0,0.907,3017 3704,720541758,Existing Customer,45,F,4,College,Divorced,Less than $40K,Blue,39,5,1,2,4948.0,1655,3293.0,0.562,3711 3705,712263258,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,38,6,3,3,2468.0,0,2468.0,1.057,3371 3706,712751133,Attrited Customer,42,M,3,Doctorate,Single,$60K - $80K,Blue,35,3,3,3,11328.0,1369,9959.0,0.585,1829 3707,779662308,Existing Customer,49,F,2,Unknown,Married,Less than $40K,Blue,32,3,1,3,1438.3,710,728.3,0.6829999999999999,3808 3708,719260608,Existing Customer,38,M,3,Uneducated,Single,$60K - $80K,Silver,31,5,3,2,34516.0,1566,32950.0,1.1059999999999999,3961 3709,803319633,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,45,4,3,2,3183.0,1358,1825.0,0.657,3988 3710,708170508,Attrited Customer,38,M,2,Graduate,Married,$60K - $80K,Blue,36,2,3,2,1438.3,0,1438.3,0.461,1651 3711,711891933,Existing Customer,47,M,3,High School,Married,$80K - $120K,Blue,40,3,3,3,12945.0,1582,11363.0,0.496,3369 3712,802875333,Existing Customer,51,M,1,High School,Single,$60K - $80K,Blue,45,3,3,4,2458.0,0,2458.0,0.8190000000000001,3377 3713,719991783,Existing Customer,40,M,2,High School,Married,$80K - $120K,Silver,36,5,3,0,34516.0,2183,32333.0,0.7390000000000001,3644 3714,745435533,Existing Customer,44,M,2,Unknown,Married,$80K - $120K,Blue,37,6,1,3,2617.0,2517,100.0,0.78,3104 3715,718063083,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Blue,31,6,1,2,6500.0,2025,4475.0,0.6559999999999999,4738 3716,710713608,Existing Customer,60,M,0,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,24528.0,2396,22132.0,0.81,4070 3717,720487308,Existing Customer,49,M,1,High School,Unknown,$60K - $80K,Blue,38,3,3,2,15898.0,0,15898.0,1.0490000000000002,4184 3718,719770158,Attrited Customer,54,F,3,Post-Graduate,Single,Less than $40K,Blue,49,1,4,3,8516.0,0,8516.0,0.5489999999999999,2189 3719,712283808,Existing Customer,50,F,3,High School,Married,Less than $40K,Silver,40,5,2,2,10062.0,1149,8913.0,0.76,1964 3720,779737233,Existing Customer,51,M,1,Graduate,Married,$60K - $80K,Blue,35,3,3,2,9589.0,628,8961.0,0.695,3971 3721,751076058,Existing Customer,44,F,4,Unknown,Married,Unknown,Blue,37,4,3,3,5826.0,0,5826.0,0.6890000000000001,3756 3722,736552308,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,41,3,1,3,3521.0,672,2849.0,0.655,3291 3723,720578058,Existing Customer,53,M,4,Unknown,Single,$60K - $80K,Blue,42,3,3,4,8386.0,2375,6011.0,0.539,4101 3724,714932658,Existing Customer,42,F,4,College,Single,Unknown,Blue,34,5,3,2,15449.0,0,15449.0,0.7829999999999999,4098 3725,804708633,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,39,3,2,2,7323.0,0,7323.0,0.518,4666 3726,716271183,Attrited Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,37,3,2,2,8924.0,0,8924.0,0.547,1720 3727,712442508,Existing Customer,52,F,4,Post-Graduate,Married,Less than $40K,Blue,37,6,3,4,1438.3,783,655.3,0.733,3464 3728,719165508,Existing Customer,48,F,3,Graduate,Married,$40K - $60K,Silver,40,5,3,4,18965.0,2262,16703.0,0.5920000000000001,3066 3729,826467333,Existing Customer,57,M,1,High School,Single,$80K - $120K,Blue,53,4,1,3,7976.0,585,7391.0,0.925,4082 3730,721027083,Existing Customer,47,F,4,Post-Graduate,Single,Unknown,Blue,36,6,1,0,3054.0,1862,1192.0,0.589,3543 3731,713764458,Existing Customer,53,M,2,Graduate,Single,$120K +,Blue,36,5,2,3,10620.0,2090,8530.0,0.88,3453 3732,816261858,Attrited Customer,61,M,0,Graduate,Single,$40K - $60K,Blue,56,2,5,4,3984.0,2245,1739.0,0.612,1821 3733,710850633,Existing Customer,65,M,0,High School,Single,$40K - $60K,Blue,53,3,2,2,2507.0,1613,894.0,1.082,3325 3734,805282908,Existing Customer,43,M,5,Graduate,Unknown,$40K - $60K,Blue,38,3,3,2,7599.0,1100,6499.0,0.365,4401 3735,771246708,Existing Customer,40,M,5,Graduate,Unknown,$120K +,Blue,27,5,2,3,31954.0,2297,29657.0,0.516,4371 3736,785119833,Existing Customer,40,M,3,College,Divorced,$60K - $80K,Blue,34,3,3,3,19666.0,1180,18486.0,0.898,3391 3737,716780283,Existing Customer,39,M,2,Uneducated,Single,$40K - $60K,Blue,19,4,3,3,6628.0,1735,4893.0,0.5870000000000001,4050 3738,716546283,Existing Customer,39,M,3,Graduate,Married,$60K - $80K,Blue,36,6,3,4,13049.0,943,12106.0,0.6859999999999999,3944 3739,721308033,Attrited Customer,45,F,2,Post-Graduate,Single,Less than $40K,Blue,37,3,3,1,3036.0,2517,519.0,0.882,2609 3740,779270883,Existing Customer,48,M,4,High School,Married,$60K - $80K,Blue,30,6,3,3,16575.0,0,16575.0,0.76,3982 3741,822061683,Existing Customer,38,M,1,Graduate,Single,$60K - $80K,Blue,34,5,3,4,23391.0,1977,21414.0,0.5579999999999999,4106 3742,710058033,Existing Customer,51,M,0,Uneducated,Divorced,$120K +,Blue,41,4,1,0,23898.0,0,23898.0,0.486,3781 3743,710678658,Existing Customer,47,F,4,Unknown,Unknown,Less than $40K,Blue,36,5,3,2,4944.0,1151,3793.0,0.8009999999999999,3684 3744,712943508,Existing Customer,48,F,5,Graduate,Married,Less than $40K,Blue,36,5,3,0,6921.0,1023,5898.0,0.816,4608 3745,816263808,Existing Customer,47,M,1,Graduate,Single,$80K - $120K,Blue,31,4,1,2,18026.0,755,17271.0,0.9309999999999999,2760 3746,714162033,Existing Customer,45,F,3,Post-Graduate,Divorced,Less than $40K,Blue,28,3,4,3,5216.0,1519,3697.0,0.887,3434 3747,711238908,Existing Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,54,6,5,2,7699.0,1758,5941.0,0.6409999999999999,5103 3748,713971608,Existing Customer,49,M,4,Uneducated,Married,Less than $40K,Blue,39,6,1,4,7232.0,1830,5402.0,1.002,4337 3749,715193433,Existing Customer,61,F,0,High School,Single,Unknown,Blue,51,4,2,2,8476.0,0,8476.0,0.675,3889 3750,713111883,Existing Customer,51,M,1,Unknown,Married,$120K +,Blue,31,5,1,2,25837.0,1812,24025.0,0.6859999999999999,3783 3751,716911608,Existing Customer,48,M,4,Graduate,Single,$80K - $120K,Blue,36,4,1,4,1536.0,1017,519.0,0.589,3816 3752,822898758,Existing Customer,44,F,5,Post-Graduate,Married,Less than $40K,Blue,40,3,3,4,4453.0,973,3480.0,0.9079999999999999,3239 3753,712085733,Existing Customer,45,M,4,Graduate,Married,$120K +,Blue,36,5,2,3,34516.0,880,33636.0,0.687,3491 3754,718583133,Existing Customer,49,F,3,Graduate,Unknown,Less than $40K,Blue,39,4,2,0,4389.0,981,3408.0,0.65,3598 3755,772095858,Existing Customer,38,F,2,Graduate,Single,Unknown,Blue,27,4,2,3,13429.0,1246,12183.0,1.055,3929 3756,780074733,Existing Customer,42,F,1,Doctorate,Married,Less than $40K,Blue,27,5,3,3,1840.0,1565,275.0,0.95,4518 3757,710182383,Existing Customer,44,M,3,Uneducated,Divorced,$80K - $120K,Blue,13,4,2,3,17846.0,1568,16278.0,1.064,3626 3758,713418558,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,37,6,1,0,9013.0,0,9013.0,0.597,3819 3759,715445883,Existing Customer,40,F,2,Graduate,Married,Unknown,Blue,29,5,2,2,18862.0,2105,16757.0,0.8320000000000001,4449 3760,718599108,Existing Customer,50,F,3,Graduate,Married,Unknown,Blue,39,5,3,2,3230.0,1172,2058.0,0.514,4419 3761,711546333,Existing Customer,46,M,3,Uneducated,Married,Less than $40K,Blue,38,4,3,1,7958.0,1559,6399.0,0.726,4962 3762,721513833,Existing Customer,35,M,0,High School,Divorced,$40K - $60K,Blue,36,6,3,2,5619.0,1504,4115.0,0.775,2808 3763,771669183,Existing Customer,49,M,1,Graduate,Married,$60K - $80K,Blue,37,5,1,4,4854.0,1212,3642.0,0.308,3651 3764,774760458,Attrited Customer,62,F,1,High School,Unknown,$40K - $60K,Blue,56,3,5,1,3807.0,2517,1290.0,0.506,1739 3765,713453733,Existing Customer,45,F,2,Uneducated,Single,$40K - $60K,Blue,37,6,1,3,2529.0,1654,875.0,0.528,3428 3766,804415083,Attrited Customer,45,M,3,Unknown,Married,$60K - $80K,Blue,40,3,5,3,4097.0,655,3442.0,1.084,2611 3767,711419133,Existing Customer,56,M,4,Graduate,Single,Less than $40K,Blue,36,3,2,3,3057.0,1077,1980.0,0.934,4449 3768,710691633,Existing Customer,58,F,1,High School,Married,Less than $40K,Blue,43,4,1,4,1957.0,1152,805.0,0.899,4546 3769,715008858,Existing Customer,51,F,3,Unknown,Single,Less than $40K,Blue,41,5,1,2,2941.0,655,2286.0,0.616,4099 3770,771424908,Attrited Customer,38,M,2,Unknown,Unknown,$60K - $80K,Blue,26,2,2,3,11252.0,1129,10123.0,0.462,1766 3771,771215583,Existing Customer,39,M,3,High School,Single,$60K - $80K,Blue,26,6,1,4,24534.0,1475,23059.0,0.528,3505 3772,711012783,Attrited Customer,43,M,4,Graduate,Single,$120K +,Blue,36,1,3,4,33384.0,0,33384.0,0.631,2066 3773,827408058,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,6,2,2,2232.0,2002,230.0,1.107,3803 3774,713904708,Existing Customer,40,F,3,Graduate,Married,Less than $40K,Blue,36,6,1,3,7582.0,1942,5640.0,0.823,4926 3775,807596358,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,44,6,2,2,13884.0,1204,12680.0,0.575,4650 3776,708788583,Attrited Customer,64,F,1,College,Unknown,Less than $40K,Blue,56,3,1,2,6167.0,0,6167.0,0.42200000000000004,1648 3777,713446083,Existing Customer,49,F,4,Uneducated,Unknown,Unknown,Blue,39,5,2,3,11545.0,1732,9813.0,0.871,3996 3778,717888108,Existing Customer,47,F,3,Doctorate,Single,$40K - $60K,Blue,35,3,3,2,2872.0,2517,355.0,0.606,3635 3779,819714408,Attrited Customer,44,F,2,Graduate,Married,Unknown,Blue,39,6,3,3,5666.0,2386,3280.0,0.564,1981 3780,716853258,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,45,5,3,2,4417.0,0,4417.0,0.904,4253 3781,719455083,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,39,4,3,4,2991.0,1508,1483.0,0.703,3734 3782,779299233,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Silver,34,3,2,2,13109.0,1375,11734.0,0.742,3563 3783,771922008,Existing Customer,57,F,2,Unknown,Single,Less than $40K,Blue,46,5,2,2,5443.0,1889,3554.0,0.42100000000000004,4416 3784,708887433,Existing Customer,65,M,0,Graduate,Single,Less than $40K,Blue,56,6,1,3,2717.0,0,2717.0,0.736,3150 3785,713214558,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,41,4,3,3,2628.0,2195,433.0,0.635,3608 3786,718038483,Existing Customer,42,M,3,Uneducated,Single,$80K - $120K,Blue,35,5,1,4,16054.0,0,16054.0,0.446,3449 3787,714053358,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,31,6,3,4,3216.0,0,3216.0,0.6829999999999999,4039 3788,713730933,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,36,2,3,5,1438.3,0,1438.3,0.314,1739 3789,762775908,Existing Customer,46,F,2,High School,Married,Unknown,Blue,39,3,1,2,12295.0,1292,11003.0,0.537,4177 3790,713181558,Existing Customer,55,F,2,Doctorate,Married,Unknown,Blue,47,6,1,3,5794.0,0,5794.0,0.732,4201 3791,713079108,Existing Customer,51,F,0,Graduate,Married,Less than $40K,Blue,42,5,3,2,1858.0,925,933.0,1.056,3660 3792,804426858,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,30,3,2,1,2593.0,1660,933.0,0.562,1974 3793,788379933,Existing Customer,41,M,3,Doctorate,Single,$60K - $80K,Blue,34,5,3,2,12420.0,0,12420.0,0.7090000000000001,4422 3794,713740533,Existing Customer,41,M,3,Graduate,Single,$60K - $80K,Blue,29,5,3,3,2775.0,1664,1111.0,0.809,2478 3795,712235433,Attrited Customer,43,F,1,Graduate,Single,Less than $40K,Blue,36,2,3,2,2886.0,0,2886.0,0.5870000000000001,2326 3796,811705233,Existing Customer,45,M,2,Unknown,Single,$40K - $60K,Blue,40,6,4,3,7037.0,0,7037.0,0.583,4099 3797,714594933,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,36,6,3,0,7065.0,990,6075.0,0.503,3758 3798,714377058,Attrited Customer,63,F,1,Unknown,Single,Less than $40K,Blue,36,3,3,4,1896.0,0,1896.0,0.747,2186 3799,827114058,Existing Customer,46,M,4,Post-Graduate,Married,$60K - $80K,Blue,42,6,2,1,11634.0,0,11634.0,0.52,4447 3800,708654933,Attrited Customer,51,F,2,Doctorate,Married,Less than $40K,Platinum,42,3,2,3,15987.0,193,15794.0,0.435,2021 3801,720283758,Attrited Customer,44,F,2,Uneducated,Married,Unknown,Blue,36,1,3,3,13735.0,1733,12002.0,0.614,1783 3802,801994458,Existing Customer,58,M,1,Unknown,Single,$40K - $60K,Blue,52,3,2,3,3880.0,2517,1363.0,0.6729999999999999,3163 3803,718834233,Existing Customer,38,F,2,College,Single,Less than $40K,Blue,21,4,1,2,6899.0,0,6899.0,0.7709999999999999,3848 3804,719196858,Existing Customer,50,M,2,Graduate,Married,$60K - $80K,Blue,39,4,1,4,6508.0,2276,4232.0,1.008,4254 3805,708451233,Existing Customer,46,F,3,Graduate,Unknown,Less than $40K,Blue,36,5,3,4,5090.0,1650,3440.0,0.58,3707 3806,718735908,Attrited Customer,47,M,4,Graduate,Single,$120K +,Blue,35,3,4,3,7015.0,0,7015.0,0.456,1799 3807,789339633,Existing Customer,51,M,2,Uneducated,Divorced,$120K +,Blue,41,4,2,3,30560.0,0,30560.0,0.721,3736 3808,804833058,Attrited Customer,49,M,3,Unknown,Single,$80K - $120K,Blue,44,1,3,4,4384.0,0,4384.0,0.684,1832 3809,712542258,Existing Customer,47,F,5,Unknown,Married,Less than $40K,Blue,40,5,1,3,2950.0,2000,950.0,0.882,4742 3810,713639058,Attrited Customer,49,M,3,High School,Married,$60K - $80K,Blue,34,6,3,3,1511.0,0,1511.0,0.43200000000000005,1329 3811,709560258,Attrited Customer,49,F,3,Graduate,Single,Unknown,Blue,31,2,3,4,4946.0,0,4946.0,0.54,2239 3812,718317258,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,47,3,3,3,7477.0,1960,5517.0,1.008,3618 3813,720362058,Attrited Customer,57,M,2,Uneducated,Single,$60K - $80K,Silver,49,4,3,3,32182.0,0,32182.0,0.52,1937 3814,712606158,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,42,4,1,2,5715.0,1214,4501.0,0.858,3685 3815,713162358,Existing Customer,49,F,4,Unknown,Single,$40K - $60K,Blue,36,4,3,2,9595.0,509,9086.0,0.625,4050 3816,710673558,Existing Customer,37,M,1,High School,Single,$60K - $80K,Blue,21,3,2,2,21952.0,1600,20352.0,0.878,4087 3817,710096658,Existing Customer,45,F,3,Unknown,Married,Less than $40K,Blue,39,4,3,3,2606.0,1978,628.0,0.44299999999999995,2191 3818,721313808,Existing Customer,50,M,1,Doctorate,Single,$80K - $120K,Blue,41,6,1,2,2826.0,1741,1085.0,0.669,4488 3819,778924158,Existing Customer,45,F,2,High School,Single,Less than $40K,Blue,26,4,3,4,1438.3,0,1438.3,0.71,3749 3820,719602908,Attrited Customer,42,F,2,Post-Graduate,Single,$40K - $60K,Blue,34,3,3,3,5667.0,812,4855.0,0.62,2064 3821,820383558,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,40,6,2,3,6366.0,1344,5022.0,0.49200000000000005,3258 3822,717953283,Existing Customer,41,M,3,Graduate,Married,$60K - $80K,Blue,31,5,2,2,2122.0,1189,933.0,0.39799999999999996,4379 3823,710327508,Existing Customer,44,F,4,Uneducated,Single,Less than $40K,Blue,36,5,2,4,1687.0,1290,397.0,0.7090000000000001,4247 3824,785134758,Existing Customer,41,M,2,College,Unknown,$80K - $120K,Blue,24,3,2,4,14320.0,0,14320.0,0.754,4077 3825,811970808,Existing Customer,53,F,0,Graduate,Single,Less than $40K,Blue,48,4,3,3,5972.0,1885,4087.0,0.973,3491 3826,718676283,Existing Customer,43,F,2,Uneducated,Married,Less than $40K,Blue,34,6,2,3,8771.0,1662,7109.0,0.555,3779 3827,720439533,Existing Customer,64,F,0,Uneducated,Single,Less than $40K,Blue,36,3,1,3,7112.0,1358,5754.0,0.5529999999999999,4951 3828,793720908,Existing Customer,46,M,5,Uneducated,Single,$40K - $60K,Blue,40,6,2,2,7333.0,875,6458.0,0.807,3636 3829,708937608,Existing Customer,37,F,4,High School,Single,Less than $40K,Blue,18,4,1,2,2001.0,1366,635.0,0.86,4590 3830,769189083,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,40,4,2,4,1438.3,639,799.3,0.768,4427 3831,713455233,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,37,5,2,1,34516.0,1416,33100.0,0.491,4026 3832,719563158,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,36,6,3,2,4207.0,1921,2286.0,0.7659999999999999,3850 3833,753118533,Existing Customer,38,F,2,Doctorate,Single,Less than $40K,Blue,31,6,3,2,1555.0,986,569.0,0.865,4686 3834,713265858,Existing Customer,44,M,3,Graduate,Married,$120K +,Blue,32,4,2,2,34516.0,1344,33172.0,0.523,4795 3835,709713033,Attrited Customer,55,M,1,College,Single,$80K - $120K,Blue,48,3,3,3,6846.0,0,6846.0,0.62,1735 3836,711608958,Existing Customer,50,M,1,Uneducated,Married,$40K - $60K,Blue,36,5,1,4,2071.0,1035,1036.0,0.754,4092 3837,708633783,Attrited Customer,43,M,3,Uneducated,Single,$80K - $120K,Blue,30,3,2,4,11336.0,0,11336.0,0.691,1809 3838,714532158,Existing Customer,55,M,1,Doctorate,Single,$60K - $80K,Blue,36,3,3,3,15221.0,1166,14055.0,0.8390000000000001,3848 3839,720950283,Attrited Customer,47,M,3,High School,Married,$80K - $120K,Blue,34,3,3,3,21359.0,0,21359.0,0.551,2064 3840,809797158,Existing Customer,42,M,2,Uneducated,Single,$80K - $120K,Blue,37,3,3,4,19366.0,1592,17774.0,0.679,3627 3841,713692683,Existing Customer,41,M,2,Uneducated,Married,$60K - $80K,Blue,13,4,2,2,2243.0,1944,299.0,0.9420000000000001,3216 3842,710748483,Existing Customer,56,F,1,High School,Single,Less than $40K,Blue,43,3,2,2,2923.0,1934,989.0,0.5770000000000001,3861 3843,720868683,Existing Customer,50,F,4,Uneducated,Single,$40K - $60K,Blue,22,5,2,3,7853.0,1343,6510.0,0.491,1814 3844,787532808,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Silver,30,6,3,3,16386.0,2236,14150.0,1.004,3293 3845,709453833,Existing Customer,48,F,4,Graduate,Single,Unknown,Blue,40,3,2,2,11164.0,859,10305.0,0.915,4227 3846,712114458,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,31,6,3,3,2960.0,1835,1125.0,0.532,3941 3847,811013658,Existing Customer,41,M,2,High School,Married,$120K +,Blue,36,4,3,2,10816.0,871,9945.0,0.606,3221 3848,789180933,Existing Customer,37,F,3,High School,Single,Less than $40K,Blue,26,3,1,2,2917.0,2216,701.0,0.81,4524 3849,717151383,Existing Customer,44,F,1,Graduate,Married,Less than $40K,Blue,36,3,3,3,2568.0,1603,965.0,0.43200000000000005,3616 3850,712470033,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,30,6,3,3,4539.0,2053,2486.0,0.705,2960 3851,717840108,Attrited Customer,48,M,4,Unknown,Married,$80K - $120K,Blue,41,2,3,6,4806.0,1357,3449.0,0.573,1771 3852,709131033,Existing Customer,65,F,0,Graduate,Unknown,Unknown,Blue,36,3,3,4,2025.0,1701,324.0,0.628,4056 3853,721506708,Existing Customer,54,M,1,Uneducated,Unknown,$80K - $120K,Blue,46,4,1,4,6249.0,2517,3732.0,0.7509999999999999,3988 3854,716039433,Existing Customer,48,F,2,High School,Single,Less than $40K,Blue,35,4,6,1,1686.0,1271,415.0,1.087,3445 3855,710874933,Existing Customer,41,M,1,Graduate,Married,$80K - $120K,Blue,31,5,3,4,10239.0,2224,8015.0,0.545,2149 3856,794682483,Existing Customer,43,F,3,Post-Graduate,Unknown,Less than $40K,Blue,23,5,3,3,4284.0,1094,3190.0,0.63,3095 3857,709229358,Existing Customer,46,F,5,Uneducated,Single,Less than $40K,Blue,38,6,1,4,2601.0,1604,997.0,0.853,4835 3858,772177308,Existing Customer,47,F,2,Unknown,Unknown,Less than $40K,Blue,36,4,2,2,1738.0,0,1738.0,1.124,2572 3859,715016508,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,36,1,3,4,4527.0,0,4527.0,0.8009999999999999,2441 3860,716071233,Existing Customer,42,M,0,High School,Unknown,$80K - $120K,Silver,35,5,2,3,34516.0,1934,32582.0,0.626,4613 3861,818308533,Existing Customer,47,M,5,Post-Graduate,Married,Less than $40K,Blue,41,4,2,1,3532.0,0,3532.0,0.82,3162 3862,711000933,Existing Customer,50,F,2,Graduate,Single,Unknown,Blue,41,5,2,4,4846.0,2490,2356.0,0.7879999999999999,3724 3863,760104333,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Silver,36,6,2,2,11392.0,0,11392.0,0.821,3246 3864,718201383,Existing Customer,49,M,1,College,Married,$60K - $80K,Blue,43,6,3,4,22036.0,1560,20476.0,0.555,2139 3865,779450958,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,25,5,3,2,2772.0,1782,990.0,0.718,4739 3866,717990183,Existing Customer,52,M,4,Uneducated,Married,$80K - $120K,Blue,36,5,2,2,7474.0,2444,5030.0,0.619,5100 3867,721252683,Existing Customer,40,M,5,Unknown,Married,$80K - $120K,Blue,33,4,2,4,34516.0,1501,33015.0,0.813,3368 3868,710505483,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Blue,36,4,3,3,11117.0,0,11117.0,0.8140000000000001,3099 3869,711587433,Existing Customer,47,F,4,Graduate,Married,Unknown,Blue,33,6,3,1,10714.0,2407,8307.0,0.37799999999999995,4328 3870,720964683,Existing Customer,60,M,0,High School,Single,$40K - $60K,Blue,36,5,3,2,5420.0,0,5420.0,0.81,3477 3871,711478233,Existing Customer,38,F,1,Post-Graduate,Single,Less than $40K,Blue,26,4,1,3,2652.0,2496,156.0,0.561,3691 3872,717096858,Existing Customer,51,M,2,Doctorate,Single,$40K - $60K,Blue,40,4,3,3,6492.0,719,5773.0,0.711,4828 3873,719739108,Existing Customer,62,F,0,Graduate,Divorced,$40K - $60K,Blue,50,3,2,4,11352.0,2517,8835.0,0.7509999999999999,4021 3874,717432933,Existing Customer,52,F,5,Unknown,Single,Unknown,Blue,36,3,1,3,3167.0,1387,1780.0,0.899,4587 3875,721501308,Existing Customer,41,M,3,High School,Single,Less than $40K,Blue,33,6,3,1,7015.0,918,6097.0,0.9570000000000001,4410 3876,714169083,Existing Customer,48,M,4,Post-Graduate,Single,$120K +,Blue,38,5,2,0,34516.0,1639,32877.0,0.688,4959 3877,710194683,Existing Customer,43,M,3,Graduate,Unknown,$80K - $120K,Blue,30,3,1,4,3244.0,2260,984.0,0.711,2313 3878,715365183,Existing Customer,51,F,1,College,Married,Less than $40K,Blue,42,4,2,2,2431.0,0,2431.0,0.8859999999999999,3323 3879,715448058,Existing Customer,42,F,1,College,Married,Less than $40K,Blue,36,6,4,1,3050.0,1824,1226.0,0.7709999999999999,1973 3880,779008158,Existing Customer,54,F,4,Graduate,Single,Less than $40K,Blue,43,3,1,4,2191.0,1655,536.0,1.008,4961 3881,712822758,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,33,6,3,3,5677.0,1403,4274.0,0.951,2730 3882,717466158,Existing Customer,48,F,2,Doctorate,Married,Less than $40K,Blue,40,3,4,3,4176.0,1248,2928.0,0.434,4889 3883,798687258,Existing Customer,40,M,4,Graduate,Married,Less than $40K,Blue,34,3,1,2,2577.0,1812,765.0,0.6659999999999999,4134 3884,717380133,Existing Customer,65,M,0,High School,Single,$40K - $60K,Blue,36,6,4,1,3305.0,1909,1396.0,0.371,4218 3885,709693833,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Blue,34,6,3,0,9261.0,1605,7656.0,0.5710000000000001,2468 3886,804847308,Existing Customer,64,F,0,Graduate,Single,$40K - $60K,Blue,56,6,2,1,1564.0,0,1564.0,0.516,4018 3887,716321583,Existing Customer,50,F,3,Unknown,Single,$40K - $60K,Blue,36,5,3,3,12740.0,1173,11567.0,1.04,3441 3888,712685733,Existing Customer,57,F,3,Unknown,Single,Unknown,Silver,36,6,3,2,34516.0,1698,32818.0,0.823,3498 3889,781306758,Attrited Customer,58,M,2,Uneducated,Single,$80K - $120K,Blue,52,1,2,4,3091.0,2517,574.0,0.602,1844 3890,743912958,Existing Customer,39,F,1,Graduate,Single,$40K - $60K,Blue,32,3,3,1,3812.0,1103,2709.0,0.757,4080 3891,712294083,Attrited Customer,54,F,2,High School,Single,Unknown,Blue,44,4,3,4,3778.0,0,3778.0,0.7390000000000001,2367 3892,716630508,Existing Customer,58,M,3,High School,Married,$120K +,Blue,50,6,2,4,12698.0,2361,10337.0,0.799,4425 3893,711334983,Attrited Customer,41,F,3,High School,Married,Unknown,Blue,32,1,2,4,26229.0,0,26229.0,0.504,2077 3894,717442758,Existing Customer,51,F,4,High School,Married,$40K - $60K,Blue,43,5,3,2,8346.0,1452,6894.0,1.194,4141 3895,709137558,Existing Customer,52,M,0,Uneducated,Unknown,$80K - $120K,Blue,36,6,4,4,5395.0,2084,3311.0,0.7979999999999999,4689 3896,714366708,Existing Customer,58,M,2,Unknown,Divorced,$60K - $80K,Blue,36,6,1,1,1490.0,1069,421.0,0.84,3790 3897,711925608,Existing Customer,42,M,4,Graduate,Divorced,$80K - $120K,Blue,35,3,2,2,18274.0,1623,16651.0,0.6809999999999999,3886 3898,721202058,Existing Customer,62,F,0,High School,Unknown,$40K - $60K,Blue,49,4,1,1,4409.0,785,3624.0,0.838,4160 3899,716931183,Existing Customer,45,M,5,Uneducated,Single,$80K - $120K,Blue,38,3,4,4,7560.0,788,6772.0,1.193,4296 3900,800164083,Existing Customer,53,M,1,Uneducated,Unknown,$120K +,Blue,47,4,2,2,20783.0,1257,19526.0,0.7240000000000001,3819 3901,719682183,Existing Customer,53,F,2,Unknown,Single,$40K - $60K,Blue,43,3,4,4,6188.0,2517,3671.0,0.713,1997 3902,710984133,Existing Customer,50,M,3,Uneducated,Single,$120K +,Blue,36,5,3,4,27876.0,557,27319.0,0.768,4654 3903,780307233,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,30,5,2,3,1924.0,1471,453.0,1.485,3521 3904,716434533,Attrited Customer,40,M,3,High School,Married,$80K - $120K,Blue,36,2,3,4,29149.0,0,29149.0,0.615,2106 3905,828215508,Attrited Customer,55,F,2,Graduate,Unknown,Less than $40K,Blue,50,4,4,3,1438.3,0,1438.3,0.639,1785 3906,716138958,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,33,6,4,4,3160.0,1180,1980.0,1.0,3740 3907,709276908,Existing Customer,38,F,2,High School,Single,$40K - $60K,Blue,25,6,2,3,1438.3,0,1438.3,0.7829999999999999,3990 3908,815767983,Existing Customer,45,M,0,Graduate,Married,$60K - $80K,Blue,40,4,3,3,1438.3,0,1438.3,0.555,4869 3909,712812408,Attrited Customer,40,F,3,Unknown,Married,Less than $40K,Blue,28,2,3,3,1535.0,0,1535.0,0.544,1921 3910,712403358,Existing Customer,55,F,2,College,Single,$40K - $60K,Blue,35,4,4,4,1438.3,696,742.3,0.888,4307 3911,717826308,Existing Customer,49,F,5,Uneducated,Married,Less than $40K,Blue,36,6,2,4,2331.0,1798,533.0,0.847,4061 3912,753443583,Existing Customer,43,F,1,High School,Single,$40K - $60K,Blue,36,5,2,1,8156.0,0,8156.0,0.6629999999999999,3992 3913,721428333,Existing Customer,47,F,3,Unknown,Unknown,Less than $40K,Blue,34,4,2,1,8109.0,541,7568.0,0.958,3609 3914,719910333,Existing Customer,43,F,3,Unknown,Unknown,Less than $40K,Blue,36,4,4,2,5853.0,1190,4663.0,0.9359999999999999,3595 3915,713585958,Attrited Customer,48,F,4,College,Married,Less than $40K,Blue,36,2,3,2,5997.0,0,5997.0,0.406,1457 3916,712866933,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,32,6,3,4,10824.0,0,10824.0,0.9620000000000001,3700 3917,719219883,Existing Customer,47,M,2,Uneducated,Married,$60K - $80K,Blue,36,4,1,2,9300.0,769,8531.0,0.68,3651 3918,779170008,Existing Customer,51,F,2,High School,Single,$40K - $60K,Blue,32,4,1,2,5351.0,0,5351.0,0.763,4596 3919,779727558,Existing Customer,49,F,4,College,Single,Less than $40K,Blue,33,4,2,3,2097.0,1250,847.0,0.6990000000000001,4148 3920,714373308,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,46,6,4,4,2266.0,0,2266.0,0.565,3634 3921,715000383,Existing Customer,55,M,3,Uneducated,Single,$80K - $120K,Blue,46,4,2,3,13598.0,852,12746.0,0.785,4047 3922,710493558,Attrited Customer,46,F,1,Post-Graduate,Married,$40K - $60K,Blue,38,3,2,2,1803.0,0,1803.0,0.415,1979 3923,778839108,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,31,3,1,4,6292.0,0,6292.0,0.515,3687 3924,715548183,Existing Customer,65,M,1,Graduate,Single,Unknown,Blue,56,4,3,3,23566.0,1670,21896.0,0.735,3129 3925,712545183,Existing Customer,51,F,4,Uneducated,Single,Less than $40K,Blue,37,4,4,2,1765.0,1487,278.0,0.738,3333 3926,779032308,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,27,4,2,3,4964.0,2316,2648.0,0.7929999999999999,3279 3927,721500108,Existing Customer,42,M,1,Graduate,Unknown,$60K - $80K,Blue,32,5,3,2,3741.0,0,3741.0,0.9590000000000001,4402 3928,713389233,Existing Customer,49,F,3,High School,Single,Unknown,Silver,36,3,2,2,31631.0,0,31631.0,0.632,3418 3929,718811058,Existing Customer,40,M,3,Unknown,Married,$80K - $120K,Blue,36,6,2,2,5014.0,1887,3127.0,0.8059999999999999,4391 3930,717084708,Existing Customer,45,F,4,High School,Married,Less than $40K,Blue,34,6,4,1,2484.0,1543,941.0,0.703,3802 3931,778247358,Existing Customer,65,M,1,Graduate,Single,Less than $40K,Blue,56,5,3,2,7636.0,0,7636.0,0.8009999999999999,3880 3932,710702733,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,35,6,3,3,11096.0,0,11096.0,0.8809999999999999,3949 3933,815240358,Existing Customer,47,F,3,Uneducated,Married,Unknown,Blue,42,4,1,4,25027.0,1501,23526.0,1.063,3357 3934,715165758,Existing Customer,44,M,3,Post-Graduate,Married,$120K +,Blue,35,3,4,1,27391.0,587,26804.0,0.821,2862 3935,827964858,Attrited Customer,58,F,1,Uneducated,Divorced,Unknown,Blue,54,3,5,3,3266.0,859,2407.0,0.74,2151 3936,773667708,Attrited Customer,50,M,1,Graduate,Divorced,$60K - $80K,Blue,44,3,4,3,7050.0,1008,6042.0,0.639,2176 3937,717400533,Existing Customer,54,F,0,High School,Married,Less than $40K,Blue,45,5,2,2,2704.0,789,1915.0,1.0390000000000001,4839 3938,713586858,Existing Customer,40,M,3,Uneducated,Divorced,$80K - $120K,Blue,25,4,3,4,11721.0,1175,10546.0,0.779,4187 3939,711393483,Existing Customer,49,F,4,Unknown,Divorced,Less than $40K,Blue,36,4,3,1,2432.0,0,2432.0,1.2930000000000001,4340 3940,812979408,Attrited Customer,39,F,0,Unknown,Married,$40K - $60K,Silver,34,3,0,3,15142.0,0,15142.0,0.7609999999999999,2458 3941,711877458,Existing Customer,51,F,3,College,Married,Less than $40K,Blue,36,6,2,2,1936.0,0,1936.0,0.705,4072 3942,714351558,Existing Customer,64,F,0,Uneducated,Single,Less than $40K,Blue,36,3,2,1,1829.0,0,1829.0,0.5760000000000001,3950 3943,828343083,Existing Customer,43,F,4,High School,Unknown,Less than $40K,Blue,39,3,3,3,2786.0,1793,993.0,0.8029999999999999,3646 3944,790002783,Existing Customer,38,F,2,Graduate,Single,Unknown,Blue,30,4,1,4,19595.0,610,18985.0,0.5820000000000001,4079 3945,708615183,Existing Customer,44,M,2,Unknown,Married,$60K - $80K,Blue,34,4,4,4,3828.0,1146,2682.0,0.6809999999999999,4558 3946,718509858,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,37,3,1,4,4786.0,0,4786.0,0.789,4347 3947,718540308,Existing Customer,44,M,2,High School,Single,$80K - $120K,Blue,36,5,3,0,22143.0,730,21413.0,0.871,4263 3948,778180158,Existing Customer,44,M,4,Doctorate,Divorced,$80K - $120K,Blue,34,5,1,4,7150.0,1887,5263.0,0.455,3636 3949,778242708,Existing Customer,63,M,1,Unknown,Single,$60K - $80K,Silver,53,5,4,4,25502.0,1450,24052.0,0.797,4323 3950,806947308,Attrited Customer,40,M,4,Post-Graduate,Married,$60K - $80K,Blue,35,3,4,3,20178.0,1553,18625.0,0.324,1735 3951,714899283,Existing Customer,46,F,2,Unknown,Married,Less than $40K,Blue,36,5,2,3,5258.0,1994,3264.0,0.725,3972 3952,708386958,Attrited Customer,47,F,3,Unknown,Married,Less than $40K,Blue,34,3,3,2,1561.0,0,1561.0,0.502,1947 3953,710986758,Existing Customer,43,M,3,High School,Single,$60K - $80K,Blue,30,6,2,4,11550.0,1505,10045.0,1.034,3891 3954,718220358,Attrited Customer,58,M,1,Graduate,Single,$120K +,Blue,36,2,3,4,28618.0,0,28618.0,0.685,1712 3955,710568333,Existing Customer,47,M,4,College,Unknown,$60K - $80K,Blue,35,4,2,3,6623.0,1823,4800.0,0.8109999999999999,2293 3956,712656783,Attrited Customer,49,M,1,Graduate,Single,$120K +,Blue,36,3,4,3,8136.0,2517,5619.0,0.674,2179 3957,717483558,Existing Customer,42,M,3,High School,Married,$120K +,Blue,36,3,1,2,19156.0,1353,17803.0,1.41,3547 3958,721440633,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,36,5,2,3,7982.0,897,7085.0,0.778,4387 3959,738899658,Attrited Customer,45,F,2,Graduate,Single,Unknown,Blue,38,6,2,3,3120.0,2517,603.0,0.736,2468 3960,711423558,Existing Customer,60,F,1,Post-Graduate,Single,$40K - $60K,Blue,50,4,1,2,4606.0,0,4606.0,0.857,4181 3961,721522533,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,35,6,3,2,2005.0,1143,862.0,0.8240000000000001,4311 3962,708558408,Existing Customer,50,M,3,High School,Single,$40K - $60K,Blue,31,5,3,3,9949.0,1597,8352.0,0.659,3776 3963,714727833,Attrited Customer,41,F,2,Uneducated,Single,Less than $40K,Blue,36,2,2,3,2892.0,2517,375.0,0.777,2257 3964,714365883,Existing Customer,51,F,4,Uneducated,Unknown,Less than $40K,Blue,40,3,3,4,7093.0,918,6175.0,0.56,3877 3965,715856208,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Blue,36,5,4,3,1896.0,1119,777.0,0.6709999999999999,4028 3966,708944958,Existing Customer,47,M,2,Uneducated,Single,$60K - $80K,Blue,40,5,2,4,3569.0,1030,2539.0,1.09,4612 3967,771516333,Existing Customer,41,F,2,Graduate,Unknown,$40K - $60K,Blue,29,6,2,3,4663.0,0,4663.0,0.892,3831 3968,772051308,Existing Customer,55,F,3,Graduate,Single,Unknown,Blue,44,6,6,3,2553.0,1823,730.0,0.574,3853 3969,788350908,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,31,3,1,3,5362.0,1110,4252.0,0.6509999999999999,3548 3970,818322033,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,6,6,4,2873.0,1247,1626.0,0.889,3943 3971,716288958,Existing Customer,40,M,2,College,Married,$80K - $120K,Blue,36,3,4,3,7840.0,0,7840.0,0.726,4062 3972,712347258,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,35,3,3,2,2209.0,0,2209.0,0.7490000000000001,4419 3973,779072733,Existing Customer,36,F,2,College,Married,Less than $40K,Blue,17,5,2,2,1971.0,0,1971.0,0.613,4979 3974,710003958,Existing Customer,48,F,5,Post-Graduate,Married,Less than $40K,Blue,40,3,3,3,1438.3,665,773.3,0.75,4100 3975,715287708,Existing Customer,41,F,4,Graduate,Married,$40K - $60K,Blue,33,6,3,2,6230.0,1173,5057.0,0.607,3769 3976,708774708,Existing Customer,47,F,4,Graduate,Unknown,$40K - $60K,Blue,29,6,1,3,2636.0,1589,1047.0,0.8640000000000001,3858 3977,713535033,Existing Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,3,3,2,22243.0,1377,20866.0,0.5670000000000001,3200 3978,719314683,Existing Customer,50,F,2,Unknown,Divorced,Less than $40K,Blue,36,3,2,4,2855.0,527,2328.0,0.6779999999999999,3645 3979,789293358,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,35,3,3,4,7578.0,1794,5784.0,0.62,5328 3980,787638408,Existing Customer,47,F,1,High School,Single,Unknown,Blue,40,5,4,4,8440.0,2087,6353.0,0.804,4161 3981,715974783,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,40,4,3,3,4186.0,0,4186.0,0.888,4590 3982,716134533,Existing Customer,44,M,4,College,Single,$80K - $120K,Blue,34,4,4,3,22074.0,0,22074.0,1.199,4406 3983,708834483,Attrited Customer,46,M,2,Doctorate,Married,$80K - $120K,Blue,29,1,2,5,17667.0,0,17667.0,0.569,1775 3984,780168333,Existing Customer,39,M,4,Graduate,Married,$120K +,Blue,28,3,2,3,26548.0,1829,24719.0,0.685,3450 3985,711557508,Existing Customer,51,M,2,Graduate,Single,$60K - $80K,Blue,40,4,3,0,3532.0,764,2768.0,0.6809999999999999,4066 3986,772506858,Existing Customer,45,F,4,High School,Single,Unknown,Blue,35,3,4,2,8795.0,2517,6278.0,0.625,4552 3987,765692658,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,42,4,3,4,2162.0,1882,280.0,0.934,3825 3988,720598308,Attrited Customer,47,M,4,Uneducated,Single,$120K +,Blue,37,3,2,6,34516.0,1126,33390.0,0.575,1736 3989,709912683,Existing Customer,53,F,4,Graduate,Single,Unknown,Gold,41,5,1,2,34516.0,2374,32142.0,0.81,4390 3990,815353083,Attrited Customer,44,M,1,College,Divorced,$80K - $120K,Silver,39,2,3,2,34516.0,2361,32155.0,0.529,1853 3991,720093333,Existing Customer,41,M,3,Post-Graduate,Divorced,$120K +,Blue,29,6,1,3,3491.0,2506,985.0,0.873,4855 3992,717281658,Existing Customer,52,F,3,Graduate,Divorced,Less than $40K,Blue,41,3,3,4,6060.0,1687,4373.0,0.563,3953 3993,765731433,Existing Customer,48,F,3,Graduate,Divorced,Unknown,Blue,41,3,4,3,7860.0,0,7860.0,0.598,3512 3994,712050933,Attrited Customer,48,M,4,College,Married,$80K - $120K,Blue,32,5,2,3,25190.0,0,25190.0,0.467,1533 3995,787361583,Existing Customer,50,M,4,College,Divorced,$60K - $80K,Blue,44,4,2,3,13911.0,2160,11751.0,0.73,2204 3996,709921158,Existing Customer,51,M,1,High School,Single,$60K - $80K,Blue,36,6,4,4,2281.0,1751,530.0,0.7609999999999999,4241 3997,714781908,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,35,3,3,2,5652.0,548,5104.0,0.647,3710 3998,717592758,Attrited Customer,44,F,3,Unknown,Single,Less than $40K,Blue,36,3,2,2,1606.0,1578,28.0,0.85,2418 3999,821339433,Existing Customer,45,F,3,Graduate,Married,Unknown,Blue,41,5,4,2,2777.0,2118,659.0,1.036,4442 4000,715174983,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,36,4,4,4,2223.0,597,1626.0,0.5720000000000001,3331 4001,710863308,Existing Customer,48,M,4,Post-Graduate,Married,$40K - $60K,Blue,29,6,1,2,2916.0,1074,1842.0,0.774,4020 4002,806824908,Existing Customer,45,M,2,Unknown,Married,$120K +,Blue,40,4,4,4,16476.0,1374,15102.0,0.45899999999999996,4717 4003,710592933,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,30,3,2,3,9598.0,1092,8506.0,0.6,2216 4004,771881283,Existing Customer,42,M,1,Uneducated,Divorced,$60K - $80K,Blue,30,3,2,2,18570.0,1892,16678.0,0.748,4036 4005,708687483,Attrited Customer,54,F,4,Graduate,Single,Less than $40K,Silver,36,3,2,3,13626.0,0,13626.0,0.41100000000000003,1711 4006,719147208,Existing Customer,29,F,2,Unknown,Single,Less than $40K,Blue,21,4,3,2,2298.0,0,2298.0,0.7759999999999999,4814 4007,709607733,Existing Customer,40,F,3,College,Married,Unknown,Blue,36,4,2,4,9191.0,1666,7525.0,0.815,4275 4008,713184858,Existing Customer,58,F,2,High School,Single,Less than $40K,Blue,50,4,3,4,1438.3,818,620.3,0.917,4196 4009,719929758,Existing Customer,50,F,1,Doctorate,Married,Unknown,Blue,37,6,4,3,4181.0,0,4181.0,0.912,3057 4010,759127158,Existing Customer,48,M,3,College,Married,$40K - $60K,Blue,35,3,1,3,2592.0,0,2592.0,0.767,4177 4011,780717483,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,40,6,3,3,7540.0,773,6767.0,0.688,4755 4012,708507483,Existing Customer,43,F,3,College,Divorced,Less than $40K,Blue,31,6,4,3,1477.0,0,1477.0,0.7559999999999999,4802 4013,787617483,Existing Customer,58,F,0,Uneducated,Single,Less than $40K,Blue,48,6,2,4,2628.0,1542,1086.0,0.93,4335 4014,816608808,Existing Customer,46,M,1,Graduate,Single,$80K - $120K,Blue,41,4,2,3,8916.0,0,8916.0,0.631,2773 4015,716727258,Existing Customer,52,F,1,Post-Graduate,Married,Unknown,Blue,42,5,1,2,1481.0,0,1481.0,0.698,4435 4016,813890883,Existing Customer,44,F,1,Uneducated,Unknown,Less than $40K,Blue,39,4,2,1,1555.0,0,1555.0,0.583,3811 4017,768256908,Attrited Customer,45,M,3,Uneducated,Married,Less than $40K,Blue,39,3,3,4,8580.0,1636,6944.0,0.39299999999999996,1880 4018,811095483,Existing Customer,48,F,4,Graduate,Married,$40K - $60K,Silver,43,3,1,0,21163.0,2517,18646.0,0.569,1732 4019,720168558,Existing Customer,39,F,0,Graduate,Married,Less than $40K,Blue,36,3,3,3,2936.0,0,2936.0,0.8420000000000001,4876 4020,719309133,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,51,3,3,4,1438.3,0,1438.3,0.7979999999999999,3877 4021,721451208,Attrited Customer,54,M,2,Graduate,Single,$60K - $80K,Silver,45,2,3,2,30540.0,0,30540.0,0.602,1980 4022,772879158,Existing Customer,47,M,5,High School,Married,$60K - $80K,Blue,38,4,1,2,7357.0,1069,6288.0,0.77,3943 4023,712934583,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Silver,36,6,3,0,11879.0,0,11879.0,0.735,3490 4024,710088483,Existing Customer,52,M,3,Uneducated,Married,$80K - $120K,Blue,40,4,1,3,21877.0,1073,20804.0,0.9079999999999999,3283 4025,753534633,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,35,4,3,3,7255.0,0,7255.0,0.9,3148 4026,710932683,Existing Customer,55,F,2,High School,Single,Less than $40K,Blue,36,2,1,2,6394.0,0,6394.0,0.6559999999999999,3470 4027,714751158,Attrited Customer,49,M,2,High School,Divorced,$80K - $120K,Blue,36,4,2,4,34516.0,2517,31999.0,0.376,1789 4028,718109808,Existing Customer,38,M,5,College,Single,$60K - $80K,Blue,25,4,3,0,5597.0,1118,4479.0,0.753,4599 4029,713227233,Existing Customer,42,M,4,Graduate,Single,$80K - $120K,Blue,33,4,2,2,32535.0,0,32535.0,0.792,4374 4030,718342158,Attrited Customer,38,F,4,Graduate,Single,Less than $40K,Blue,26,2,2,2,4391.0,1933,2458.0,0.579,1849 4031,804606033,Existing Customer,46,M,4,High School,Unknown,$40K - $60K,Blue,41,6,1,2,8738.0,1172,7566.0,0.65,3121 4032,720755658,Existing Customer,42,F,2,Doctorate,Married,Less than $40K,Blue,32,6,6,0,1592.0,0,1592.0,0.745,4172 4033,711795633,Existing Customer,65,M,0,Doctorate,Single,Less than $40K,Blue,52,3,3,4,3675.0,0,3675.0,0.664,3798 4034,716654808,Attrited Customer,48,M,4,High School,Single,$120K +,Blue,39,3,4,4,24593.0,0,24593.0,0.777,2084 4035,817616433,Existing Customer,55,F,2,College,Unknown,Unknown,Blue,41,6,2,2,7613.0,0,7613.0,0.68,4268 4036,716390958,Attrited Customer,45,M,4,Unknown,Married,$120K +,Blue,31,1,4,3,26107.0,0,26107.0,0.55,1697 4037,716564433,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,4,4287.0,0,4287.0,0.294,1635 4038,719530158,Existing Customer,57,M,1,Graduate,Single,$60K - $80K,Blue,44,3,3,2,9843.0,1273,8570.0,0.563,3677 4039,710621283,Existing Customer,50,M,2,High School,Married,$60K - $80K,Blue,32,3,1,3,10733.0,783,9950.0,0.732,3910 4040,716714733,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,30,3,2,0,3460.0,955,2505.0,0.644,3642 4041,720921408,Existing Customer,46,F,2,College,Single,Less than $40K,Blue,36,6,1,4,1996.0,1544,452.0,0.919,3760 4042,789185508,Existing Customer,49,M,2,High School,Married,$60K - $80K,Blue,38,5,2,1,5536.0,756,4780.0,0.635,3918 4043,807014583,Existing Customer,31,F,0,Graduate,Divorced,Unknown,Blue,26,3,3,3,1469.0,0,1469.0,0.915,4331 4044,721388283,Existing Customer,54,M,2,Post-Graduate,Single,$120K +,Blue,45,3,1,4,5597.0,0,5597.0,0.596,4844 4045,716022258,Attrited Customer,51,F,3,College,Single,Less than $40K,Blue,36,3,3,3,8960.0,2222,6738.0,0.382,1853 4046,789362058,Existing Customer,52,M,4,Uneducated,Married,$60K - $80K,Blue,42,3,2,0,5693.0,0,5693.0,0.9279999999999999,4003 4047,771460158,Existing Customer,43,M,3,Graduate,Single,Less than $40K,Blue,31,3,1,2,4098.0,1776,2322.0,0.6729999999999999,3939 4048,714147858,Existing Customer,44,M,3,High School,Single,$80K - $120K,Blue,35,3,3,4,18358.0,1044,17314.0,0.524,3920 4049,708394908,Existing Customer,44,M,0,High School,Single,$40K - $60K,Blue,33,5,1,3,2337.0,1442,895.0,0.659,3945 4050,778433283,Attrited Customer,51,M,3,High School,Married,$60K - $80K,Blue,31,3,3,3,8989.0,0,8989.0,0.47,2031 4051,720637008,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,43,6,2,3,2124.0,1426,698.0,0.966,3210 4052,716877258,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,48,4,3,2,3968.0,1374,2594.0,0.703,4641 4053,812973708,Existing Customer,42,M,3,High School,Unknown,$40K - $60K,Blue,37,6,2,4,2793.0,1661,1132.0,1.117,3247 4054,788760633,Existing Customer,53,M,3,Uneducated,Divorced,$60K - $80K,Blue,33,4,2,2,13513.0,1495,12018.0,0.505,3503 4055,718602708,Existing Customer,43,M,3,Graduate,Single,$80K - $120K,Blue,33,3,3,2,16351.0,1541,14810.0,0.763,3475 4056,712365483,Existing Customer,51,M,1,Graduate,Single,$60K - $80K,Blue,43,5,2,4,9619.0,1731,7888.0,0.7120000000000001,3690 4057,789154833,Existing Customer,56,M,3,High School,Single,$80K - $120K,Blue,44,5,2,0,19030.0,912,18118.0,0.894,4137 4058,715849983,Existing Customer,44,F,4,Unknown,Married,Less than $40K,Blue,36,4,1,4,2107.0,0,2107.0,0.975,4007 4059,780336258,Existing Customer,55,F,1,Graduate,Single,Less than $40K,Blue,42,6,3,2,2517.0,1257,1260.0,0.8340000000000001,4528 4060,716567433,Existing Customer,41,F,4,Graduate,Married,$40K - $60K,Blue,36,3,2,3,3179.0,1229,1950.0,0.7809999999999999,4337 4061,713057658,Existing Customer,48,F,3,Unknown,Divorced,Less than $40K,Blue,36,5,1,4,3968.0,935,3033.0,0.649,4128 4062,718191483,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,35,6,3,2,5065.0,1362,3703.0,0.68,3555 4063,811527933,Attrited Customer,65,F,0,College,Single,Less than $40K,Silver,56,3,4,3,10885.0,1758,9127.0,0.8,2291 4064,778617708,Attrited Customer,46,M,3,College,Married,$80K - $120K,Blue,26,6,2,3,1438.3,864,574.3,0.7659999999999999,2299 4065,785055108,Existing Customer,52,M,0,Graduate,Single,$60K - $80K,Blue,46,4,2,4,10817.0,1142,9675.0,0.722,3889 4066,822961533,Existing Customer,65,F,0,College,Divorced,Unknown,Blue,56,5,2,3,13666.0,0,13666.0,0.8079999999999999,3998 4067,709124883,Existing Customer,49,M,3,College,Married,$80K - $120K,Blue,37,5,1,2,2149.0,1796,353.0,0.628,5228 4068,772574283,Attrited Customer,50,F,2,Graduate,Married,$40K - $60K,Blue,40,3,1,4,7191.0,0,7191.0,0.565,1654 4069,761240358,Existing Customer,52,F,2,Unknown,Single,Less than $40K,Blue,45,5,2,2,2155.0,1219,936.0,0.805,4295 4070,708469533,Existing Customer,42,F,3,Unknown,Married,Unknown,Blue,34,6,3,2,5395.0,1439,3956.0,0.7809999999999999,3523 4071,769927533,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,44,4,2,1,3222.0,1422,1800.0,0.662,4613 4072,718545033,Existing Customer,27,F,0,Graduate,Married,Less than $40K,Blue,17,4,2,2,2042.0,1567,475.0,0.7440000000000001,5146 4073,714972558,Attrited Customer,37,F,2,Graduate,Single,Less than $40K,Blue,36,2,3,0,1610.0,0,1610.0,0.889,2729 4074,772204758,Existing Customer,42,F,2,Post-Graduate,Unknown,Less than $40K,Blue,31,3,2,2,3809.0,1165,2644.0,0.634,2306 4075,709039533,Existing Customer,43,F,3,Unknown,Unknown,Less than $40K,Blue,24,6,1,4,5544.0,1095,4449.0,0.5720000000000001,3829 4076,716492583,Existing Customer,37,F,1,Uneducated,Single,Less than $40K,Blue,28,6,3,4,2388.0,1708,680.0,0.903,4539 4077,766381908,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,42,4,1,4,2473.0,1263,1210.0,0.71,4597 4078,719109783,Existing Customer,42,M,3,Uneducated,Married,$40K - $60K,Blue,32,3,3,2,13103.0,1809,11294.0,0.7240000000000001,4323 4079,796236258,Existing Customer,48,F,5,High School,Single,$40K - $60K,Blue,42,5,1,2,2465.0,1128,1337.0,0.613,4030 4080,709700058,Existing Customer,52,F,2,Graduate,Single,$40K - $60K,Blue,33,5,2,2,6081.0,989,5092.0,1.222,4451 4081,716905158,Existing Customer,45,M,2,Unknown,Single,$60K - $80K,Blue,30,3,1,3,21815.0,0,21815.0,0.807,3904 4082,718851783,Existing Customer,49,M,1,High School,Married,$80K - $120K,Silver,37,4,3,2,34516.0,2386,32130.0,0.698,3924 4083,709709283,Attrited Customer,38,M,3,College,Single,$40K - $60K,Blue,19,1,2,4,3458.0,321,3137.0,0.586,2256 4084,711993258,Existing Customer,50,F,0,High School,Single,$40K - $60K,Blue,39,5,3,2,8264.0,2057,6207.0,0.821,4240 4085,780105483,Attrited Customer,65,F,0,Uneducated,Single,Less than $40K,Blue,50,3,4,4,1697.0,377,1320.0,1.048,2799 4086,718350033,Existing Customer,50,M,3,College,Single,$40K - $60K,Blue,36,3,2,2,3069.0,1881,1188.0,1.111,2909 4087,715294083,Attrited Customer,46,M,2,College,Single,$80K - $120K,Blue,38,2,3,2,10309.0,0,10309.0,0.451,1760 4088,710905908,Existing Customer,43,M,4,High School,Single,$60K - $80K,Blue,36,4,3,3,4983.0,1355,3628.0,0.66,1939 4089,721387008,Existing Customer,42,M,4,Graduate,Married,$120K +,Blue,24,3,2,3,3103.0,1783,1320.0,0.479,4792 4090,715411608,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,3,1,1,1663.0,1112,551.0,0.588,2978 4091,710598408,Existing Customer,55,F,0,Graduate,Single,Less than $40K,Blue,36,6,1,1,2695.0,0,2695.0,0.816,4557 4092,718521258,Existing Customer,50,F,4,Post-Graduate,Married,Unknown,Blue,41,6,3,4,18178.0,0,18178.0,0.7440000000000001,3445 4093,713138433,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,42,4,2,3,14782.0,1020,13762.0,0.6829999999999999,3206 4094,718819158,Existing Customer,54,F,3,Uneducated,Single,$40K - $60K,Blue,41,3,1,3,2488.0,2196,292.0,0.733,4361 4095,718871358,Existing Customer,45,F,2,Graduate,Single,Unknown,Blue,36,4,1,1,1785.0,0,1785.0,0.649,4964 4096,720186258,Existing Customer,45,F,4,High School,Divorced,$40K - $60K,Blue,31,5,2,4,4701.0,1170,3531.0,0.547,4136 4097,710197308,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,28,4,3,0,1438.3,0,1438.3,1.0170000000000001,4089 4098,817086783,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,27,4,3,2,2826.0,2162,664.0,0.924,2005 4099,749211483,Existing Customer,52,F,0,College,Married,$40K - $60K,Blue,45,4,2,1,4597.0,1905,2692.0,0.9059999999999999,4932 4100,789749433,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,21,5,3,2,2591.0,2340,251.0,0.608,4730 4101,715082133,Existing Customer,40,M,2,Graduate,Married,$40K - $60K,Blue,36,5,2,2,2494.0,1492,1002.0,0.7440000000000001,3407 4102,714946908,Existing Customer,61,M,1,Uneducated,Single,$40K - $60K,Blue,36,6,1,1,5039.0,1352,3687.0,0.797,3300 4103,716711433,Attrited Customer,48,M,5,High School,Married,$40K - $60K,Blue,39,3,3,1,7897.0,157,7740.0,0.6990000000000001,2270 4104,712429458,Existing Customer,50,M,2,Graduate,Unknown,$60K - $80K,Blue,38,5,3,3,4772.0,1770,3002.0,0.545,4054 4105,708406083,Existing Customer,35,F,0,Unknown,Married,Less than $40K,Blue,24,5,3,1,3436.0,2493,943.0,0.8240000000000001,5211 4106,720029508,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Blue,37,3,1,0,12064.0,1312,10752.0,0.462,4100 4107,709227033,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,46,5,2,3,9065.0,1548,7517.0,0.872,4030 4108,720846558,Existing Customer,49,M,1,Unknown,Single,$80K - $120K,Blue,36,6,3,4,34516.0,0,34516.0,0.665,2512 4109,716475183,Existing Customer,45,M,3,Graduate,Unknown,$60K - $80K,Blue,35,3,3,3,10290.0,753,9537.0,0.858,4326 4110,714296358,Existing Customer,52,F,2,College,Unknown,Less than $40K,Blue,44,4,1,3,3433.0,2486,947.0,0.838,4831 4111,719998233,Existing Customer,40,M,3,Unknown,Married,$120K +,Silver,30,6,3,2,34516.0,964,33552.0,0.521,2922 4112,719217483,Existing Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,36,5,1,2,3240.0,1775,1465.0,0.754,4200 4113,720479058,Existing Customer,50,F,1,Post-Graduate,Single,Less than $40K,Blue,39,4,2,2,1438.3,851,587.3,0.983,4379 4114,779192283,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Blue,39,3,1,2,6462.0,2517,3945.0,0.8420000000000001,4156 4115,716385033,Existing Customer,60,F,1,Graduate,Single,Unknown,Blue,36,6,1,3,4408.0,1201,3207.0,0.77,4157 4116,711588708,Attrited Customer,50,F,2,Uneducated,Married,$40K - $60K,Blue,36,1,3,1,1438.3,458,980.3,0.613,1863 4117,714492783,Attrited Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.34600000000000003,1517 4118,709192233,Attrited Customer,50,F,2,Unknown,Married,Unknown,Blue,39,3,2,1,1773.0,0,1773.0,0.228,1764 4119,797998158,Existing Customer,52,M,3,Uneducated,Single,$80K - $120K,Blue,46,4,1,2,4555.0,0,4555.0,1.031,3646 4120,714021183,Existing Customer,54,M,4,Graduate,Single,$80K - $120K,Blue,36,4,2,3,30666.0,1046,29620.0,0.8009999999999999,3709 4121,780710433,Existing Customer,53,M,2,College,Single,$80K - $120K,Blue,42,4,2,2,1575.0,0,1575.0,1.32,4241 4122,780068283,Existing Customer,53,M,1,Graduate,Single,$120K +,Blue,38,4,3,3,1891.0,922,969.0,0.812,3822 4123,719930658,Existing Customer,40,M,4,Uneducated,Married,$120K +,Blue,24,4,2,2,16634.0,1946,14688.0,0.9259999999999999,3455 4124,755593983,Existing Customer,50,F,1,Graduate,Married,Unknown,Blue,43,6,1,2,7985.0,0,7985.0,1.032,3873 4125,770938533,Existing Customer,45,M,1,College,Unknown,$120K +,Blue,32,3,1,3,3304.0,1370,1934.0,0.9540000000000001,3914 4126,714121083,Existing Customer,40,F,3,Graduate,Married,$40K - $60K,Blue,20,5,2,2,6247.0,1508,4739.0,1.01,5158 4127,779210283,Existing Customer,36,M,3,Uneducated,Married,$40K - $60K,Blue,25,6,2,4,3645.0,2517,1128.0,0.7490000000000001,4142 4128,709739283,Existing Customer,62,M,0,High School,Single,Unknown,Blue,36,3,3,3,21329.0,2119,19210.0,0.644,4206 4129,716230158,Existing Customer,35,F,3,Graduate,Married,$40K - $60K,Blue,36,4,1,4,7234.0,2000,5234.0,0.754,4272 4130,708724908,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,35,4,2,3,2262.0,0,2262.0,0.8059999999999999,4113 4131,789025083,Existing Customer,40,M,4,Unknown,Unknown,Less than $40K,Blue,27,5,3,0,1438.3,860,578.3,0.79,4655 4132,713804058,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,5,2,3,4187.0,2199,1988.0,0.9079999999999999,4647 4133,718791708,Attrited Customer,48,M,2,High School,Married,$80K - $120K,Blue,32,1,2,4,16362.0,2268,14094.0,0.841,2228 4134,785529708,Existing Customer,59,M,1,Graduate,Single,$120K +,Blue,53,6,2,2,34516.0,0,34516.0,0.711,4333 4135,794528283,Existing Customer,44,M,4,College,Married,$60K - $80K,Blue,28,4,2,2,2748.0,878,1870.0,0.633,3383 4136,794856033,Existing Customer,38,M,3,Post-Graduate,Married,$80K - $120K,Blue,32,3,2,3,5242.0,470,4772.0,0.805,4306 4137,712939533,Existing Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,35,4,3,0,21585.0,986,20599.0,0.631,3789 4138,708178608,Existing Customer,31,F,0,Graduate,Married,Unknown,Blue,36,4,2,2,2488.0,0,2488.0,1.05,4226 4139,716556258,Existing Customer,50,F,3,Doctorate,Single,Less than $40K,Blue,39,6,1,3,9966.0,0,9966.0,0.966,4401 4140,708404883,Existing Customer,45,F,2,High School,Single,Unknown,Blue,37,4,2,4,27804.0,0,27804.0,1.301,2761 4141,709742958,Existing Customer,45,M,5,High School,Married,$60K - $80K,Blue,37,3,1,3,15626.0,1148,14478.0,1.028,3386 4142,772695033,Attrited Customer,47,M,5,High School,Single,$80K - $120K,Blue,37,3,4,4,18800.0,2517,16283.0,0.48200000000000004,1575 4143,714850158,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,36,5,1,3,1963.0,1516,447.0,0.872,4150 4144,708831858,Attrited Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,30,1,3,4,4579.0,1506,3073.0,0.44299999999999995,1915 4145,718076733,Existing Customer,43,M,1,Graduate,Single,$60K - $80K,Silver,31,4,3,3,25824.0,1170,24654.0,0.684,3101 4146,714336333,Existing Customer,48,M,4,Doctorate,Unknown,$80K - $120K,Blue,40,3,2,2,3429.0,1268,2161.0,0.703,4422 4147,780006783,Attrited Customer,59,M,1,Uneducated,Single,$40K - $60K,Silver,49,3,2,2,15809.0,0,15809.0,0.992,3109 4148,779741883,Existing Customer,47,F,2,Unknown,Single,Less than $40K,Blue,32,6,1,3,2493.0,831,1662.0,0.581,4274 4149,780657708,Existing Customer,48,M,2,Unknown,Married,$80K - $120K,Blue,37,4,3,3,6593.0,0,6593.0,0.667,3520 4150,771342183,Attrited Customer,53,F,3,Graduate,Single,$40K - $60K,Blue,40,6,3,2,1625.0,0,1625.0,0.6890000000000001,2314 4151,712901283,Attrited Customer,53,F,2,Graduate,Single,$40K - $60K,Blue,36,2,3,2,2121.0,0,2121.0,0.618,1464 4152,802101858,Existing Customer,40,F,2,Unknown,Married,Less than $40K,Blue,34,3,3,3,4757.0,1978,2779.0,0.9590000000000001,4220 4153,718473558,Attrited Customer,42,F,3,Doctorate,Single,Less than $40K,Blue,18,5,3,4,8668.0,0,8668.0,0.275,1402 4154,743590608,Existing Customer,50,M,2,High School,Married,$60K - $80K,Blue,43,6,3,4,21869.0,950,20919.0,0.866,4233 4155,720146733,Existing Customer,45,F,4,Graduate,Unknown,Less than $40K,Blue,34,5,4,2,2480.0,1890,590.0,0.652,4114 4156,788252358,Existing Customer,49,M,3,High School,Single,$60K - $80K,Blue,40,3,4,2,8190.0,1716,6474.0,0.7809999999999999,3529 4157,717740658,Existing Customer,55,F,2,College,Married,Less than $40K,Blue,45,5,2,4,1850.0,942,908.0,0.757,4134 4158,714567708,Existing Customer,46,F,1,Uneducated,Divorced,Less than $40K,Blue,36,5,3,3,2483.0,2049,434.0,0.69,4421 4159,711208083,Existing Customer,40,F,4,Unknown,Married,Less than $40K,Blue,30,6,3,2,2925.0,1447,1478.0,0.563,4455 4160,709708233,Attrited Customer,49,F,3,Doctorate,Married,Less than $40K,Blue,29,3,4,2,7066.0,0,7066.0,0.479,1695 4161,709957158,Existing Customer,48,M,4,High School,Married,$40K - $60K,Blue,40,5,1,2,2514.0,2251,263.0,0.852,3942 4162,828288333,Existing Customer,50,M,0,Uneducated,Married,$60K - $80K,Blue,46,4,1,3,3640.0,659,2981.0,0.938,3756 4163,709178733,Attrited Customer,50,F,2,Post-Graduate,Married,$40K - $60K,Blue,36,3,2,3,5527.0,1120,4407.0,0.442,2281 4164,721325133,Existing Customer,45,M,2,College,Married,$80K - $120K,Blue,36,6,1,3,31625.0,0,31625.0,0.5589999999999999,4503 4165,816606333,Existing Customer,57,M,2,High School,Single,$80K - $120K,Blue,52,6,3,4,32409.0,0,32409.0,0.943,4218 4166,720454158,Existing Customer,44,M,2,Unknown,Single,$60K - $80K,Blue,30,6,2,2,9827.0,600,9227.0,0.47700000000000004,2840 4167,717444558,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,38,4,1,3,2623.0,1714,909.0,0.807,5237 4168,816756783,Existing Customer,42,M,2,High School,Unknown,$40K - $60K,Blue,37,6,2,3,2993.0,2249,744.0,0.863,4106 4169,715474833,Existing Customer,37,M,2,College,Single,$80K - $120K,Blue,36,3,2,2,12944.0,1399,11545.0,0.507,4389 4170,718271958,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,34,5,1,4,6401.0,1471,4930.0,0.655,4465 4171,708924783,Existing Customer,43,M,3,Graduate,Divorced,$80K - $120K,Blue,36,4,1,0,5506.0,2129,3377.0,0.705,4024 4172,717669483,Existing Customer,52,M,1,Graduate,Single,$80K - $120K,Blue,44,3,3,1,34516.0,0,34516.0,0.551,1737 4173,809360883,Existing Customer,46,M,4,College,Single,$60K - $80K,Blue,41,3,1,1,17673.0,1783,15890.0,1.003,3160 4174,717176508,Existing Customer,43,F,3,Unknown,Single,$40K - $60K,Blue,34,5,3,4,2656.0,1166,1490.0,0.586,4171 4175,711571383,Existing Customer,46,M,2,High School,Unknown,Less than $40K,Blue,37,3,1,1,6118.0,1092,5026.0,0.757,4434 4176,713444058,Existing Customer,45,M,1,Unknown,Divorced,$40K - $60K,Silver,31,3,1,1,17437.0,2225,15212.0,0.8140000000000001,3381 4177,713253858,Attrited Customer,50,F,1,College,Married,Unknown,Blue,37,2,2,3,1461.0,0,1461.0,0.563,2176 4178,719609433,Existing Customer,55,F,4,Uneducated,Divorced,$40K - $60K,Blue,43,5,3,2,1965.0,1525,440.0,0.855,4671 4179,797234508,Existing Customer,51,M,3,Unknown,Single,$60K - $80K,Silver,45,3,2,4,30899.0,0,30899.0,0.502,1481 4180,714537258,Existing Customer,48,M,3,Doctorate,Married,$60K - $80K,Blue,36,3,2,1,8876.0,1132,7744.0,0.8440000000000001,3779 4181,793412958,Existing Customer,44,M,4,Unknown,Married,$60K - $80K,Blue,38,3,1,3,2440.0,1501,939.0,0.7440000000000001,4382 4182,714680208,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,45,5,3,4,1652.0,1318,334.0,0.593,4533 4183,715240683,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,37,3,2,3,15535.0,1302,14233.0,0.461,3718 4184,803796708,Attrited Customer,52,M,3,Uneducated,Unknown,$120K +,Blue,46,2,4,4,13354.0,0,13354.0,0.018000000000000002,1097 4185,717368208,Attrited Customer,49,M,1,Graduate,Single,$120K +,Blue,36,6,2,4,26723.0,0,26723.0,0.716,2138 4186,802662858,Existing Customer,55,F,2,Graduate,Divorced,Less than $40K,Blue,49,5,1,4,3949.0,2024,1925.0,0.667,3495 4187,780206958,Existing Customer,49,M,4,Graduate,Married,$60K - $80K,Blue,39,3,2,2,5937.0,2120,3817.0,0.654,4228 4188,779906658,Existing Customer,40,M,4,Doctorate,Single,Unknown,Blue,24,3,2,4,18806.0,1192,17614.0,0.745,3142 4189,772341783,Attrited Customer,45,F,3,High School,Single,Unknown,Blue,35,3,2,6,3512.0,2517,995.0,0.597,1801 4190,711491283,Existing Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,36,4,3,0,1975.0,1264,711.0,0.6709999999999999,2959 4191,720211533,Existing Customer,41,F,4,Uneducated,Married,Less than $40K,Blue,33,5,2,3,2888.0,821,2067.0,0.9309999999999999,4713 4192,715409733,Attrited Customer,47,F,4,College,Single,Less than $40K,Blue,36,2,2,3,2263.0,0,2263.0,0.752,2385 4193,710974308,Existing Customer,38,M,1,Graduate,Unknown,$80K - $120K,Blue,36,3,3,4,26792.0,1671,25121.0,0.938,3587 4194,715732533,Attrited Customer,52,M,4,Graduate,Married,$60K - $80K,Blue,36,4,1,3,9375.0,1625,7750.0,0.532,2108 4195,713722608,Attrited Customer,48,F,2,Unknown,Divorced,Less than $40K,Blue,35,3,1,4,2806.0,2514,292.0,0.341,1757 4196,709101258,Attrited Customer,41,F,2,High School,Divorced,Less than $40K,Blue,28,4,2,2,1478.0,524,954.0,0.7509999999999999,2180 4197,708588408,Existing Customer,53,M,3,Uneducated,Single,$60K - $80K,Blue,36,6,2,2,6836.0,1607,5229.0,0.524,4421 4198,721427358,Attrited Customer,47,M,4,Unknown,Divorced,$80K - $120K,Blue,28,6,1,3,8757.0,0,8757.0,0.507,2108 4199,717099408,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,29,6,3,2,10529.0,0,10529.0,0.7290000000000001,4583 4200,715155033,Existing Customer,61,M,0,High School,Single,$40K - $60K,Blue,49,6,1,4,2122.0,975,1147.0,0.807,5224 4201,789586833,Existing Customer,45,F,3,Post-Graduate,Married,Unknown,Blue,38,5,2,1,2883.0,1732,1151.0,0.638,4053 4202,709338633,Attrited Customer,56,F,1,Graduate,Single,$40K - $60K,Blue,37,2,4,3,2339.0,0,2339.0,0.493,1542 4203,714106833,Existing Customer,57,F,3,Graduate,Unknown,Less than $40K,Blue,47,6,3,1,5225.0,2290,2935.0,0.9620000000000001,4239 4204,741116058,Existing Customer,48,M,2,Graduate,Married,$40K - $60K,Blue,41,5,2,4,2582.0,1399,1183.0,0.5589999999999999,2144 4205,813755658,Existing Customer,60,M,1,Graduate,Single,$80K - $120K,Blue,55,6,2,1,11524.0,0,11524.0,0.682,3598 4206,718855983,Existing Customer,49,F,4,High School,Single,Unknown,Blue,36,3,3,4,13039.0,1840,11199.0,0.7929999999999999,4010 4207,711245433,Attrited Customer,50,F,4,Graduate,Single,Unknown,Blue,41,5,3,3,2509.0,0,2509.0,0.7020000000000001,2281 4208,814219008,Existing Customer,65,M,1,Doctorate,Single,$40K - $60K,Blue,56,5,2,2,1456.0,867,589.0,0.725,3953 4209,711916533,Existing Customer,57,M,2,Unknown,Single,$120K +,Blue,44,5,1,2,5612.0,1884,3728.0,0.77,4734 4210,715182108,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,35,6,1,3,3025.0,1912,1113.0,0.674,4626 4211,717078933,Existing Customer,40,F,5,Graduate,Single,Less than $40K,Blue,29,3,2,4,4205.0,2517,1688.0,0.652,4256 4212,719491233,Existing Customer,55,M,1,College,Single,$120K +,Blue,42,6,2,3,3515.0,2517,998.0,1.051,4313 4213,789520533,Existing Customer,52,M,2,Uneducated,Single,$120K +,Blue,44,6,3,2,26174.0,1864,24310.0,0.684,4551 4214,714738033,Existing Customer,44,F,4,Graduate,Married,Less than $40K,Blue,25,5,3,2,1602.0,1044,558.0,0.7809999999999999,5428 4215,718576908,Existing Customer,49,F,4,Uneducated,Married,Unknown,Blue,36,4,1,3,29939.0,0,29939.0,0.963,4305 4216,715093383,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,41,3,1,3,2115.0,1598,517.0,0.934,4450 4217,717195933,Attrited Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,30,2,2,3,5298.0,0,5298.0,0.857,2431 4218,747107508,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,49,4,3,1,2433.0,1947,486.0,0.816,4269 4219,717920583,Existing Customer,60,F,1,Uneducated,Divorced,Less than $40K,Blue,49,5,2,2,1443.0,0,1443.0,0.875,4673 4220,710516283,Existing Customer,50,M,1,High School,Single,$120K +,Blue,37,4,1,4,9758.0,1792,7966.0,0.626,4134 4221,787593558,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,34,6,3,0,4562.0,2258,2304.0,0.861,3740 4222,778747608,Existing Customer,65,F,1,Unknown,Single,Unknown,Blue,46,3,3,2,1438.3,0,1438.3,0.907,4022 4223,714431058,Existing Customer,41,F,3,College,Single,Unknown,Blue,36,4,2,4,4210.0,1597,2613.0,0.733,4342 4224,708801108,Attrited Customer,57,F,3,Uneducated,Single,Less than $40K,Blue,51,3,0,3,1438.3,0,1438.3,0.429,2113 4225,715948833,Existing Customer,48,M,4,Graduate,Married,$120K +,Blue,39,4,2,4,24931.0,1353,23578.0,0.612,5031 4226,770667408,Existing Customer,47,M,4,College,Married,$80K - $120K,Blue,33,3,1,3,8854.0,2382,6472.0,0.67,4768 4227,823590483,Existing Customer,62,F,0,Graduate,Divorced,Less than $40K,Blue,56,3,1,1,2230.0,1716,514.0,0.8109999999999999,4027 4228,710635083,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,38,5,1,2,28327.0,582,27745.0,0.912,3475 4229,716408058,Existing Customer,56,F,2,Uneducated,Single,Unknown,Blue,36,5,3,4,2500.0,1298,1202.0,0.626,3673 4230,713803158,Existing Customer,41,M,3,High School,Single,$60K - $80K,Blue,33,4,1,3,9246.0,0,9246.0,0.6579999999999999,4611 4231,713593683,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,28,5,3,3,11155.0,1583,9572.0,1.061,3504 4232,709339758,Existing Customer,43,M,3,Unknown,Single,$120K +,Blue,30,4,2,3,11926.0,1766,10160.0,0.875,3778 4233,789382758,Attrited Customer,54,M,3,Graduate,Single,$40K - $60K,Blue,44,6,3,3,5501.0,0,5501.0,0.519,2050 4234,813427833,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,40,3,2,1,2110.0,844,1266.0,1.109,4812 4235,717846108,Existing Customer,49,M,4,Uneducated,Married,$60K - $80K,Blue,34,5,3,2,12994.0,904,12090.0,0.627,3734 4236,720968583,Existing Customer,52,F,2,Unknown,Married,Unknown,Blue,45,3,1,2,29551.0,2095,27456.0,1.1,3226 4237,721437333,Attrited Customer,46,M,2,Graduate,Single,$80K - $120K,Blue,36,2,2,2,5054.0,2517,2537.0,0.605,2027 4238,709134333,Existing Customer,45,F,2,Graduate,Unknown,Less than $40K,Blue,28,6,2,3,3136.0,2253,883.0,0.722,4674 4239,712630608,Existing Customer,43,F,2,High School,Unknown,Unknown,Blue,35,3,3,4,6109.0,1549,4560.0,0.6829999999999999,4430 4240,712404483,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,36,4,3,1,3989.0,2514,1475.0,0.469,5189 4241,717812133,Existing Customer,33,F,1,Graduate,Unknown,Less than $40K,Blue,13,3,1,3,3315.0,1243,2072.0,0.7090000000000001,4006 4242,714926508,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Silver,45,5,4,2,34516.0,1938,32578.0,0.807,2275 4243,771474108,Existing Customer,40,F,2,Uneducated,Married,Less than $40K,Blue,28,3,2,2,1794.0,1019,775.0,0.6920000000000001,4455 4244,709774608,Existing Customer,51,M,3,Unknown,Married,$60K - $80K,Blue,36,4,3,4,5993.0,1582,4411.0,0.44,3464 4245,718802283,Existing Customer,44,F,3,Post-Graduate,Divorced,Less than $40K,Blue,31,3,2,1,8320.0,0,8320.0,0.42100000000000004,4128 4246,711626658,Attrited Customer,62,F,1,High School,Single,Less than $40K,Blue,36,2,3,4,1930.0,0,1930.0,0.331,1971 4247,789354783,Existing Customer,45,F,3,Unknown,Single,Less than $40K,Blue,32,5,3,0,2329.0,1465,864.0,0.815,4286 4248,720486408,Existing Customer,55,F,1,Uneducated,Single,Less than $40K,Blue,36,3,3,0,1438.3,756,682.3,1.012,4436 4249,717793983,Attrited Customer,55,M,3,Graduate,Single,$40K - $60K,Silver,45,2,3,1,18128.0,0,18128.0,0.71,2503 4250,718582158,Existing Customer,48,M,2,Unknown,Married,$120K +,Blue,35,3,3,4,10642.0,1715,8927.0,0.705,4183 4251,713127708,Existing Customer,38,F,0,Uneducated,Married,Less than $40K,Blue,26,5,1,4,2230.0,0,2230.0,0.8959999999999999,3766 4252,717112533,Existing Customer,52,F,1,Graduate,Unknown,Less than $40K,Blue,42,6,2,0,6946.0,0,6946.0,0.745,4058 4253,713681433,Existing Customer,50,F,2,High School,Divorced,Unknown,Blue,39,5,2,4,9716.0,874,8842.0,0.775,5007 4254,718846008,Existing Customer,58,F,0,Unknown,Married,Unknown,Blue,36,6,3,1,4377.0,1500,2877.0,0.789,3900 4255,714119283,Attrited Customer,42,F,2,Unknown,Single,$40K - $60K,Blue,34,3,3,3,2516.0,0,2516.0,0.53,2257 4256,713056083,Existing Customer,52,M,2,High School,Single,$120K +,Blue,46,4,2,4,34516.0,0,34516.0,0.775,4037 4257,718538958,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,43,6,3,4,1844.0,0,1844.0,0.7290000000000001,4564 4258,710353233,Existing Customer,48,M,3,College,Divorced,$60K - $80K,Blue,39,4,3,2,13233.0,1106,12127.0,0.882,4288 4259,713853858,Existing Customer,41,M,4,Unknown,Married,$80K - $120K,Silver,31,5,2,2,34516.0,1433,33083.0,0.758,2589 4260,710342508,Existing Customer,48,F,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,4,1593.0,0,1593.0,0.718,4004 4261,787563858,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,41,4,2,3,8589.0,685,7904.0,0.858,3553 4262,799239033,Attrited Customer,53,F,3,High School,Single,$40K - $60K,Blue,47,1,3,4,1714.0,0,1714.0,0.6609999999999999,2279 4263,710733183,Existing Customer,46,M,3,Post-Graduate,Unknown,$120K +,Blue,36,6,1,2,1438.3,845,593.3,0.642,3631 4264,718489608,Existing Customer,50,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,2,2433.0,1948,485.0,0.752,4668 4265,758824608,Existing Customer,47,M,4,Uneducated,Married,$80K - $120K,Blue,40,5,2,4,21148.0,1746,19402.0,0.853,3370 4266,780984408,Existing Customer,65,F,0,Unknown,Divorced,Less than $40K,Blue,50,3,3,3,7487.0,1953,5534.0,0.8909999999999999,4070 4267,814483608,Attrited Customer,47,F,4,Graduate,Divorced,Less than $40K,Blue,42,1,3,3,5798.0,2517,3281.0,0.58,1860 4268,708848208,Existing Customer,52,M,3,Uneducated,Single,$80K - $120K,Blue,40,6,3,2,34516.0,1757,32759.0,0.7859999999999999,4223 4269,719713683,Existing Customer,52,F,0,Graduate,Married,Unknown,Blue,37,6,2,2,7608.0,2373,5235.0,0.95,4921 4270,715514133,Attrited Customer,44,F,4,Graduate,Married,Less than $40K,Blue,31,3,3,4,2184.0,0,2184.0,0.6709999999999999,1973 4271,715955208,Existing Customer,35,F,1,High School,Single,Less than $40K,Blue,26,3,3,2,2189.0,1833,356.0,0.56,4530 4272,794707083,Attrited Customer,50,M,2,College,Single,$80K - $120K,Blue,44,5,2,4,3495.0,0,3495.0,0.639,2131 4273,805313808,Attrited Customer,52,F,3,High School,Married,$40K - $60K,Blue,47,2,2,3,8018.0,134,7884.0,0.7170000000000001,2409 4274,772922883,Attrited Customer,41,M,3,Unknown,Married,$80K - $120K,Blue,22,3,3,4,20543.0,0,20543.0,0.547,1874 4275,715716333,Existing Customer,62,F,0,High School,Single,Unknown,Blue,50,6,2,2,18819.0,0,18819.0,0.894,4273 4276,714502458,Existing Customer,49,M,3,Unknown,Married,$60K - $80K,Blue,36,6,2,4,17811.0,643,17168.0,0.8420000000000001,3748 4277,712444533,Existing Customer,43,M,2,High School,Single,$80K - $120K,Blue,36,6,2,0,14418.0,0,14418.0,1.043,3880 4278,797748708,Existing Customer,44,M,4,Unknown,Single,$80K - $120K,Blue,38,5,3,4,3936.0,2024,1912.0,0.988,5001 4279,780203883,Existing Customer,43,F,3,Doctorate,Divorced,Unknown,Blue,33,6,3,2,5738.0,0,5738.0,0.852,4375 4280,720616908,Existing Customer,54,M,1,Uneducated,Single,$120K +,Blue,36,5,1,2,34516.0,0,34516.0,0.452,3918 4281,817038333,Existing Customer,55,F,0,Graduate,Married,Less than $40K,Blue,40,4,3,4,1513.0,725,788.0,0.7909999999999999,4042 4282,713333433,Attrited Customer,49,M,3,Uneducated,Unknown,$60K - $80K,Blue,41,3,4,4,18075.0,0,18075.0,0.531,1477 4283,710820783,Existing Customer,45,F,4,Graduate,Married,Unknown,Blue,36,6,1,2,5989.0,0,5989.0,0.6679999999999999,4246 4284,720338658,Existing Customer,56,F,3,Post-Graduate,Single,Less than $40K,Blue,42,3,2,2,2490.0,1623,867.0,0.79,2998 4285,803938908,Existing Customer,49,F,4,Uneducated,Single,Less than $40K,Blue,44,4,2,2,2659.0,0,2659.0,0.84,4546 4286,787921383,Attrited Customer,53,M,0,High School,Single,$120K +,Silver,44,2,4,4,34516.0,2297,32219.0,0.41600000000000004,1461 4287,787849833,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,40,4,2,0,13490.0,1672,11818.0,0.799,4205 4288,721143258,Existing Customer,46,M,1,High School,Single,$40K - $60K,Blue,33,6,4,3,1664.0,798,866.0,0.703,4804 4289,709335558,Existing Customer,49,M,3,Uneducated,Married,$120K +,Blue,37,6,3,3,7753.0,1643,6110.0,0.7979999999999999,3367 4290,806619333,Existing Customer,36,F,3,High School,Single,Less than $40K,Blue,31,4,2,3,2909.0,2085,824.0,1.035,5154 4291,719378658,Existing Customer,57,M,3,Graduate,Divorced,$80K - $120K,Silver,36,6,3,4,34516.0,1384,33132.0,0.887,4745 4292,720670458,Existing Customer,52,F,2,Unknown,Single,$40K - $60K,Blue,45,3,1,3,3476.0,1560,1916.0,0.894,3496 4293,716955783,Existing Customer,52,M,2,Graduate,Single,$80K - $120K,Blue,36,6,2,2,16026.0,1160,14866.0,0.386,4418 4294,817970208,Existing Customer,45,M,1,Uneducated,Divorced,Less than $40K,Blue,40,4,3,2,2705.0,1334,1371.0,0.8859999999999999,4501 4295,708506508,Existing Customer,54,M,3,High School,Married,$120K +,Blue,43,5,3,2,2884.0,1144,1740.0,0.7829999999999999,4887 4296,750147483,Existing Customer,49,M,2,High School,Single,$80K - $120K,Blue,37,6,1,4,24299.0,2517,21782.0,0.723,5320 4297,715540233,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,34,6,1,2,20755.0,2276,18479.0,0.8009999999999999,4615 4298,807584958,Attrited Customer,50,M,3,Uneducated,Married,$60K - $80K,Blue,45,2,2,5,21096.0,0,21096.0,0.637,1882 4299,720686583,Existing Customer,46,M,3,High School,Divorced,$120K +,Blue,37,5,3,4,6457.0,0,6457.0,0.531,4487 4300,820637433,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,40,5,2,3,1603.0,0,1603.0,0.467,4041 4301,716346183,Existing Customer,43,F,3,Unknown,Divorced,Unknown,Blue,37,3,6,3,9051.0,1557,7494.0,0.621,4169 4302,715405758,Attrited Customer,50,F,1,High School,Single,Unknown,Blue,42,5,0,4,10057.0,0,10057.0,0.792,2383 4303,710094108,Existing Customer,33,M,3,Graduate,Single,$60K - $80K,Blue,27,6,2,3,2043.0,1725,318.0,0.6859999999999999,5212 4304,713168733,Existing Customer,65,F,0,Unknown,Single,Less than $40K,Blue,56,6,3,3,2802.0,2403,399.0,0.636,3887 4305,708614058,Existing Customer,56,F,2,Graduate,Divorced,Less than $40K,Blue,45,4,2,4,1960.0,1690,270.0,0.63,3870 4306,718088133,Existing Customer,40,F,3,Unknown,Divorced,Less than $40K,Blue,36,6,1,0,2348.0,1061,1287.0,1.062,1901 4307,720614658,Existing Customer,40,M,2,High School,Divorced,$60K - $80K,Blue,25,6,4,2,2978.0,0,2978.0,0.49,3879 4308,716695533,Existing Customer,49,F,3,College,Married,Less than $40K,Blue,29,3,3,3,2017.0,1557,460.0,0.738,3875 4309,717091533,Existing Customer,29,F,1,Graduate,Single,Unknown,Blue,36,5,2,3,13613.0,1172,12441.0,0.657,4253 4310,713231658,Existing Customer,45,F,2,Doctorate,Single,Less than $40K,Blue,33,6,2,3,5553.0,1117,4436.0,0.914,3744 4311,715675458,Existing Customer,51,M,1,High School,Unknown,$80K - $120K,Blue,41,6,1,2,6346.0,578,5768.0,0.55,3837 4312,712463883,Existing Customer,45,M,2,Unknown,Married,$120K +,Silver,38,4,2,3,34516.0,1406,33110.0,1.261,3342 4313,708489258,Existing Customer,40,F,3,Graduate,Married,Less than $40K,Blue,27,5,3,3,1438.3,988,450.3,0.556,3561 4314,708403308,Existing Customer,37,M,3,Unknown,Single,$40K - $60K,Silver,24,3,1,3,15133.0,1663,13470.0,0.6459999999999999,4392 4315,769684158,Existing Customer,42,M,4,College,Single,$40K - $60K,Blue,36,3,3,2,2502.0,1488,1014.0,0.56,3763 4316,710349258,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,36,3,2,2,2589.0,2052,537.0,0.636,4133 4317,713940033,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,3,2049.0,1460,589.0,0.599,3514 4318,713482608,Existing Customer,47,M,4,College,Married,$40K - $60K,Blue,35,6,1,2,3560.0,751,2809.0,1.0959999999999999,4060 4319,714571008,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Blue,36,3,2,3,1438.3,0,1438.3,1.044,4553 4320,715354008,Existing Customer,43,M,3,Graduate,Unknown,$120K +,Blue,36,6,1,2,25937.0,0,25937.0,0.9359999999999999,3785 4321,819363708,Existing Customer,43,M,1,Post-Graduate,Single,$60K - $80K,Blue,38,4,2,3,2387.0,1482,905.0,0.868,3909 4322,712014708,Existing Customer,48,M,4,Graduate,Married,Less than $40K,Blue,36,4,1,2,2912.0,1501,1411.0,0.825,4518 4323,788717358,Existing Customer,53,M,2,Uneducated,Single,$60K - $80K,Blue,38,3,2,2,7062.0,1255,5807.0,0.672,3432 4324,710413533,Existing Customer,56,M,2,Graduate,Married,$80K - $120K,Blue,51,3,3,3,12186.0,1080,11106.0,0.8420000000000001,4785 4325,718515483,Attrited Customer,64,M,0,Graduate,Single,Less than $40K,Blue,52,2,3,5,3570.0,2517,1053.0,0.69,3289 4326,715059258,Existing Customer,38,F,3,Doctorate,Single,Unknown,Blue,32,6,4,4,3072.0,1970,1102.0,0.6709999999999999,4245 4327,713852958,Existing Customer,51,F,2,Graduate,Single,Unknown,Silver,41,5,3,3,31501.0,1810,29691.0,0.71,3893 4328,767835558,Existing Customer,42,F,2,Unknown,Married,Less than $40K,Blue,36,5,1,3,5928.0,2517,3411.0,0.8170000000000001,3536 4329,721531683,Existing Customer,44,F,4,Graduate,Single,Unknown,Blue,36,3,1,3,8482.0,0,8482.0,0.563,4076 4330,720660558,Existing Customer,50,M,2,Uneducated,Married,$120K +,Blue,36,4,3,4,23911.0,2100,21811.0,0.988,4770 4331,814845933,Existing Customer,62,M,0,Graduate,Single,$80K - $120K,Blue,56,4,3,3,1438.3,0,1438.3,0.794,3628 4332,773155533,Existing Customer,49,F,3,Unknown,Single,Less than $40K,Blue,42,5,3,3,3261.0,814,2447.0,0.85,4739 4333,711199908,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,30,3,1,2,2317.0,1232,1085.0,0.733,3057 4334,721398858,Existing Customer,43,M,2,Unknown,Single,$120K +,Blue,34,5,3,4,33913.0,0,33913.0,0.9009999999999999,4160 4335,715664808,Attrited Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,30,3,3,3,34516.0,0,34516.0,0.688,2427 4336,715500558,Existing Customer,45,F,3,Graduate,Married,Unknown,Blue,36,3,1,4,1637.0,774,863.0,1.126,4120 4337,719239158,Existing Customer,48,M,3,High School,Married,$60K - $80K,Blue,39,4,3,2,5448.0,0,5448.0,0.5489999999999999,3912 4338,820633833,Existing Customer,64,F,1,Graduate,Single,$40K - $60K,Blue,56,5,2,4,5152.0,948,4204.0,0.953,4074 4339,720551733,Attrited Customer,46,F,4,Doctorate,Married,Unknown,Blue,26,3,3,6,15195.0,0,15195.0,0.726,2631 4340,718487958,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,41,5,3,0,2799.0,1303,1496.0,0.763,3971 4341,710533233,Attrited Customer,38,F,1,Graduate,Married,Less than $40K,Blue,29,3,3,4,1438.3,0,1438.3,0.508,2139 4342,778878633,Existing Customer,51,M,3,Unknown,Married,$80K - $120K,Blue,32,6,3,1,1817.0,885,932.0,0.621,3400 4343,720197058,Attrited Customer,47,F,3,Graduate,Unknown,Unknown,Blue,33,1,3,4,3443.0,0,3443.0,0.8320000000000001,2505 4344,716317458,Attrited Customer,51,F,2,Post-Graduate,Single,Less than $40K,Blue,36,3,3,3,4281.0,0,4281.0,0.447,1723 4345,718569258,Existing Customer,56,F,2,Unknown,Married,Less than $40K,Blue,36,5,3,3,2029.0,974,1055.0,0.624,4170 4346,711649908,Existing Customer,33,F,3,Graduate,Married,Unknown,Blue,15,5,3,2,1438.3,1055,383.3,0.9009999999999999,4208 4347,720879708,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,44,3,2,4,28186.0,1308,26878.0,0.679,2853 4348,815761908,Existing Customer,46,F,3,Unknown,Married,Unknown,Silver,41,6,3,2,34516.0,0,34516.0,0.8959999999999999,3722 4349,711850533,Existing Customer,46,F,4,Uneducated,Single,Unknown,Blue,36,5,1,4,3818.0,0,3818.0,0.885,4272 4350,721028283,Existing Customer,40,F,4,High School,Married,$40K - $60K,Blue,28,4,1,3,11494.0,1160,10334.0,0.46299999999999997,3353 4351,710763783,Existing Customer,49,M,2,High School,Married,$80K - $120K,Blue,32,4,1,3,28142.0,762,27380.0,0.982,3676 4352,720432858,Existing Customer,40,F,4,Post-Graduate,Married,Less than $40K,Blue,36,4,1,3,2316.0,1510,806.0,0.5539999999999999,3471 4353,772525308,Existing Customer,43,M,3,College,Single,$40K - $60K,Blue,33,5,2,4,10533.0,1689,8844.0,0.359,3651 4354,767354208,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,41,4,2,1,14322.0,0,14322.0,0.602,3993 4355,715670058,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,38,5,2,4,34516.0,1662,32854.0,0.504,3806 4356,713856708,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,5,1,2,6798.0,2517,4281.0,0.873,4327 4357,758086458,Existing Customer,46,F,3,Graduate,Married,Unknown,Blue,39,3,3,4,1438.3,0,1438.3,0.6459999999999999,4111 4358,717035283,Attrited Customer,46,M,1,Graduate,Single,$60K - $80K,Blue,37,2,3,4,2445.0,848,1597.0,0.7709999999999999,2216 4359,709604958,Existing Customer,51,F,3,Graduate,Single,$40K - $60K,Blue,36,3,3,4,2585.0,1847,738.0,0.627,3480 4360,714931458,Existing Customer,52,F,2,Post-Graduate,Single,Unknown,Blue,42,3,2,3,1438.3,0,1438.3,0.607,4102 4361,711047658,Existing Customer,46,F,3,High School,Married,Less than $40K,Blue,38,4,2,2,1781.0,1315,466.0,0.7040000000000001,4775 4362,718110858,Attrited Customer,42,M,4,Unknown,Married,$40K - $60K,Blue,36,2,3,5,1606.0,0,1606.0,0.87,2628 4363,716385858,Existing Customer,42,F,4,Graduate,Married,Less than $40K,Blue,28,5,2,4,2205.0,1245,960.0,0.925,4921 4364,708812133,Existing Customer,49,F,3,Graduate,Married,Unknown,Blue,39,5,3,0,2270.0,1647,623.0,0.759,4110 4365,787655058,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,37,5,2,3,2568.0,1875,693.0,0.578,4254 4366,803113383,Attrited Customer,55,F,1,Uneducated,Single,Less than $40K,Blue,49,3,4,3,3292.0,0,3292.0,0.48200000000000004,2222 4367,721273008,Attrited Customer,54,F,1,College,Unknown,Less than $40K,Silver,43,6,3,4,10797.0,1252,9545.0,0.489,1739 4368,715762083,Existing Customer,46,M,0,Uneducated,Single,$60K - $80K,Silver,36,6,3,2,30501.0,2030,28471.0,0.56,2525 4369,711629733,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,34,5,3,1,5371.0,1499,3872.0,0.737,3282 4370,718410258,Existing Customer,37,M,3,High School,Unknown,$80K - $120K,Blue,28,5,4,4,13441.0,0,13441.0,0.513,4207 4371,719745558,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,36,4,2,2,9137.0,1729,7408.0,0.9740000000000001,4626 4372,820282383,Attrited Customer,45,F,2,Graduate,Married,Less than $40K,Blue,40,6,3,3,5848.0,2517,3331.0,0.561,2000 4373,793543758,Existing Customer,47,M,2,Graduate,Single,$120K +,Blue,41,3,2,4,10614.0,784,9830.0,0.73,4601 4374,778224858,Existing Customer,42,F,2,College,Unknown,Unknown,Blue,32,3,3,4,4035.0,1003,3032.0,0.583,4589 4375,712555233,Existing Customer,59,F,0,Graduate,Single,$40K - $60K,Blue,48,4,1,2,4205.0,710,3495.0,0.504,2023 4376,718516533,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,3,2586.0,2196,390.0,0.693,3944 4377,708923658,Existing Customer,41,F,3,Unknown,Unknown,Less than $40K,Blue,28,3,2,2,7234.0,1420,5814.0,0.539,4466 4378,717708783,Existing Customer,57,M,2,Graduate,Single,$120K +,Silver,51,6,3,4,34516.0,1417,33099.0,0.966,4303 4379,780688383,Existing Customer,35,M,1,Graduate,Unknown,$80K - $120K,Blue,24,4,2,3,21114.0,0,21114.0,0.6970000000000001,3534 4380,718821783,Existing Customer,53,M,1,Unknown,Married,$40K - $60K,Blue,48,4,1,3,2522.0,1704,818.0,0.988,4697 4381,718163808,Existing Customer,37,M,1,Graduate,Single,$80K - $120K,Blue,24,6,3,4,11309.0,0,11309.0,0.474,4809 4382,712693908,Attrited Customer,43,M,3,Graduate,Married,$120K +,Blue,31,2,4,1,13883.0,783,13100.0,0.7490000000000001,1871 4383,711286533,Existing Customer,43,M,3,Graduate,Unknown,$60K - $80K,Blue,31,5,1,2,13448.0,0,13448.0,0.667,5067 4384,711655683,Existing Customer,55,M,1,Uneducated,Single,$60K - $80K,Silver,46,4,2,4,25991.0,0,25991.0,0.639,2996 4385,718188858,Existing Customer,52,F,0,Graduate,Single,Less than $40K,Blue,36,5,1,2,2537.0,1097,1440.0,0.8740000000000001,4964 4386,718514283,Existing Customer,46,M,4,High School,Single,$40K - $60K,Blue,36,5,2,2,1438.3,794,644.3,0.807,3895 4387,708642708,Attrited Customer,40,F,2,Uneducated,Married,Unknown,Blue,36,3,2,3,13019.0,0,13019.0,0.48700000000000004,1484 4388,811475733,Attrited Customer,53,F,1,College,Married,$40K - $60K,Blue,48,2,2,3,3339.0,0,3339.0,0.6940000000000001,2432 4389,712089108,Existing Customer,49,M,3,Uneducated,Divorced,$80K - $120K,Blue,37,6,3,3,28390.0,1141,27249.0,0.919,4631 4390,710761533,Existing Customer,44,M,2,Graduate,Unknown,$80K - $120K,Blue,33,3,2,3,23665.0,1624,22041.0,0.574,4190 4391,714963558,Existing Customer,46,M,3,Graduate,Single,$40K - $60K,Blue,36,4,2,3,1438.3,0,1438.3,0.951,4374 4392,714834258,Existing Customer,43,F,4,High School,Unknown,Less than $40K,Blue,36,5,2,4,2459.0,1127,1332.0,0.765,4343 4393,713788083,Attrited Customer,28,F,1,Graduate,Single,Less than $40K,Blue,36,4,2,5,1624.0,0,1624.0,0.299,1897 4394,719583558,Existing Customer,49,F,3,Uneducated,Married,$40K - $60K,Blue,40,6,2,3,8900.0,1700,7200.0,0.9059999999999999,4710 4395,744705408,Existing Customer,48,F,4,Graduate,Single,Unknown,Blue,41,5,3,2,5239.0,1172,4067.0,0.825,4241 4396,713240133,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,36,4,3,1,9351.0,1482,7869.0,0.46399999999999997,5099 4397,815015283,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,38,4,2,2,2655.0,1650,1005.0,0.701,4025 4398,718072758,Existing Customer,51,M,2,Post-Graduate,Married,$120K +,Blue,45,5,2,1,3173.0,2517,656.0,0.708,4030 4399,709127808,Existing Customer,48,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,35,5,2,1,6243.0,1331,4912.0,0.8,3502 4400,715080258,Existing Customer,37,F,1,High School,Single,Unknown,Blue,36,3,2,3,6730.0,1093,5637.0,1.01,4814 4401,709567758,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,29,4,1,2,2490.0,2225,265.0,0.5660000000000001,3339 4402,780067158,Attrited Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,36,2,3,3,1746.0,1107,639.0,0.539,1907 4403,715357308,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,36,3,1,2,4141.0,1424,2717.0,0.574,3512 4404,720559908,Existing Customer,58,F,2,Uneducated,Divorced,Less than $40K,Silver,46,6,1,4,11684.0,653,11031.0,0.622,4900 4405,720339558,Existing Customer,47,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,2,2363.0,494,1869.0,0.736,3887 4406,809599158,Attrited Customer,48,M,4,Uneducated,Single,$80K - $120K,Silver,43,2,3,4,34516.0,0,34516.0,0.6709999999999999,1626 4407,793269933,Existing Customer,46,M,3,Graduate,Unknown,$60K - $80K,Silver,40,6,3,2,28829.0,0,28829.0,0.46299999999999997,4540 4408,809978733,Existing Customer,33,F,2,High School,Single,$40K - $60K,Blue,28,3,2,3,1438.3,746,692.3,0.9129999999999999,4415 4409,788996058,Existing Customer,47,F,2,High School,Married,Less than $40K,Blue,34,4,2,4,2730.0,1970,760.0,0.848,3841 4410,712575708,Existing Customer,55,F,2,High School,Married,Less than $40K,Blue,36,5,1,4,1994.0,1175,819.0,0.794,4455 4411,789625383,Existing Customer,48,M,3,Uneducated,Married,$80K - $120K,Blue,42,4,3,3,9727.0,1626,8101.0,1.006,3543 4412,719730258,Existing Customer,41,M,4,Uneducated,Divorced,$60K - $80K,Silver,36,4,2,3,33771.0,0,33771.0,0.7909999999999999,3819 4413,793717608,Existing Customer,39,M,0,Doctorate,Single,$60K - $80K,Blue,33,6,2,0,10452.0,1120,9332.0,0.802,3592 4414,709798908,Attrited Customer,45,F,4,Unknown,Single,Less than $40K,Blue,32,3,3,4,2858.0,0,2858.0,1.058,2611 4415,716077458,Existing Customer,46,M,3,Uneducated,Married,$40K - $60K,Blue,36,4,2,4,4707.0,1121,3586.0,0.604,3188 4416,813435108,Existing Customer,49,F,1,Graduate,Single,Less than $40K,Blue,44,5,2,1,3537.0,0,3537.0,0.763,4726 4417,708084558,Attrited Customer,46,M,3,Doctorate,Divorced,$80K - $120K,Blue,38,6,3,3,8258.0,1771,6487.0,0.0,1447 4418,719880408,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,35,6,3,1,3072.0,1611,1461.0,0.682,3992 4419,719343633,Existing Customer,48,M,3,High School,Unknown,Less than $40K,Blue,38,4,3,3,8892.0,889,8003.0,0.67,4900 4420,718711158,Attrited Customer,52,M,3,Graduate,Married,$120K +,Blue,36,1,2,3,3841.0,2517,1324.0,0.841,2680 4421,717443658,Existing Customer,37,F,0,Graduate,Divorced,$40K - $60K,Blue,28,4,3,1,1920.0,0,1920.0,0.688,4715 4422,715976433,Existing Customer,42,M,3,High School,Unknown,Less than $40K,Blue,31,4,2,4,7802.0,1885,5917.0,0.643,4212 4423,719038008,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,35,3,2,2,1705.0,1192,513.0,0.763,4862 4424,709143183,Attrited Customer,52,F,2,Doctorate,Married,$40K - $60K,Blue,43,3,2,4,1822.0,1605,217.0,0.7559999999999999,2538 4425,710186958,Existing Customer,45,F,3,Unknown,Single,Unknown,Blue,32,6,3,4,9294.0,2000,7294.0,0.637,4431 4426,709274583,Existing Customer,40,M,2,High School,Married,$120K +,Blue,27,5,3,1,12248.0,1323,10925.0,0.882,4806 4427,816864483,Existing Customer,39,F,4,Uneducated,Single,$40K - $60K,Blue,34,4,2,2,10264.0,803,9461.0,0.802,4003 4428,708271833,Existing Customer,42,M,3,Graduate,Single,$40K - $60K,Silver,36,3,2,3,15069.0,1843,13226.0,0.84,3464 4429,821759658,Attrited Customer,41,F,4,High School,Divorced,$40K - $60K,Blue,37,3,2,3,4650.0,204,4446.0,0.685,2014 4430,820920408,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,48,3,2,2,3685.0,0,3685.0,0.762,4012 4431,718403358,Existing Customer,49,F,2,High School,Divorced,$40K - $60K,Blue,33,4,2,1,7231.0,2517,4714.0,0.865,3912 4432,713476758,Existing Customer,44,M,4,Unknown,Married,$60K - $80K,Blue,32,4,1,1,10007.0,1586,8421.0,0.9209999999999999,4309 4433,720690933,Existing Customer,52,M,4,Uneducated,Married,$60K - $80K,Blue,39,5,1,3,2641.0,1584,1057.0,0.809,4279 4434,719252583,Existing Customer,29,F,1,High School,Single,Less than $40K,Blue,20,4,2,1,3095.0,1488,1607.0,0.924,4642 4435,712783083,Attrited Customer,48,F,4,High School,Married,Less than $40K,Blue,37,1,2,3,3607.0,0,3607.0,0.504,2013 4436,771204108,Existing Customer,36,F,2,Uneducated,Single,Unknown,Blue,23,3,1,0,1954.0,1179,775.0,0.867,3896 4437,817247658,Existing Customer,45,M,3,High School,Unknown,$60K - $80K,Blue,27,6,2,3,21317.0,0,21317.0,0.833,3814 4438,821749608,Attrited Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,3,19402.0,0,19402.0,0.58,1937 4439,714389883,Existing Customer,45,M,4,Graduate,Single,$80K - $120K,Blue,36,6,3,1,8063.0,1485,6578.0,0.872,4275 4440,713648208,Existing Customer,40,F,2,Graduate,Unknown,$40K - $60K,Blue,32,6,2,2,3097.0,2409,688.0,0.912,4624 4441,826261008,Attrited Customer,48,F,3,Graduate,Unknown,Less than $40K,Blue,44,3,3,2,1438.3,0,1438.3,0.736,2054 4442,824163333,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,39,3,2,4,3161.0,2424,737.0,0.617,4307 4443,709444983,Attrited Customer,38,F,3,Uneducated,Single,$40K - $60K,Blue,30,3,2,3,2435.0,2432,3.0,0.12,1460 4444,711154908,Existing Customer,59,F,0,Unknown,Single,Less than $40K,Blue,40,5,2,2,1845.0,1076,769.0,1.016,4319 4445,769575783,Attrited Customer,49,F,3,College,Married,Less than $40K,Blue,41,3,3,3,1603.0,749,854.0,0.733,2644 4446,720334833,Existing Customer,39,F,5,College,Single,Less than $40K,Blue,30,4,1,2,4710.0,1869,2841.0,0.858,4719 4447,709563258,Attrited Customer,50,F,2,Uneducated,Single,Unknown,Blue,41,2,3,2,2751.0,2253,498.0,0.49700000000000005,2108 4448,708205083,Existing Customer,38,F,1,High School,Married,Less than $40K,Blue,28,6,4,3,1438.3,0,1438.3,0.767,4815 4449,715276683,Existing Customer,52,M,2,High School,Married,$60K - $80K,Blue,45,5,1,4,24287.0,1676,22611.0,0.506,5495 4450,721254858,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,18,6,1,1,1694.0,1074,620.0,0.78,3857 4451,712257258,Attrited Customer,50,F,1,High School,Single,Less than $40K,Blue,36,4,2,5,1457.0,0,1457.0,0.493,1441 4452,789616158,Existing Customer,33,M,3,Unknown,Divorced,Unknown,Blue,27,6,1,3,25045.0,0,25045.0,1.018,3444 4453,708773583,Existing Customer,52,F,3,Graduate,Unknown,$40K - $60K,Blue,45,5,2,0,10859.0,1710,9149.0,0.9740000000000001,3987 4454,711110733,Existing Customer,45,M,3,High School,Married,$40K - $60K,Silver,33,3,2,1,16928.0,1519,15409.0,0.894,3355 4455,714043008,Existing Customer,37,M,2,High School,Single,$40K - $60K,Blue,30,6,3,4,4297.0,0,4297.0,0.797,4310 4456,780602733,Existing Customer,42,M,3,Uneducated,Single,$60K - $80K,Blue,30,4,2,3,8302.0,1294,7008.0,0.5579999999999999,3221 4457,823557333,Existing Customer,43,F,2,Uneducated,Unknown,Less than $40K,Blue,39,5,3,3,2734.0,2517,217.0,0.7,4457 4458,772825308,Existing Customer,40,M,3,Graduate,Divorced,$80K - $120K,Blue,31,4,2,3,27374.0,1509,25865.0,0.8029999999999999,4231 4459,713251008,Existing Customer,43,F,2,Uneducated,Married,Unknown,Blue,38,6,3,1,2960.0,1853,1107.0,0.9490000000000001,3921 4460,711175083,Existing Customer,54,M,3,Doctorate,Single,$60K - $80K,Blue,41,4,2,3,9110.0,0,9110.0,0.662,2999 4461,756477333,Existing Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,35,4,3,1,1539.0,0,1539.0,0.9440000000000001,4793 4462,712294983,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,36,4,2,4,1947.0,1160,787.0,1.227,4496 4463,717023508,Existing Customer,45,F,3,Unknown,Unknown,$40K - $60K,Blue,36,6,1,2,2667.0,1551,1116.0,0.672,4883 4464,709869708,Existing Customer,54,F,3,College,Single,Less than $40K,Blue,45,5,1,4,3062.0,2039,1023.0,1.057,4037 4465,772133808,Existing Customer,47,F,3,Post-Graduate,Single,$40K - $60K,Blue,36,6,5,0,3114.0,1059,2055.0,0.78,4342 4466,768196008,Existing Customer,54,M,1,Uneducated,Single,$60K - $80K,Blue,48,5,2,3,14948.0,2158,12790.0,0.8440000000000001,3094 4467,708916083,Attrited Customer,49,F,0,Doctorate,Unknown,Less than $40K,Blue,37,5,2,3,1749.0,0,1749.0,1.006,2510 4468,789526458,Existing Customer,44,M,3,Unknown,Married,$40K - $60K,Blue,36,4,2,1,2534.0,1706,828.0,0.7929999999999999,3965 4469,716079708,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,36,5,2,2,2503.0,2373,130.0,0.6970000000000001,4647 4470,720087708,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,31,4,3,2,1854.0,0,1854.0,0.885,5245 4471,714259533,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,35,3,1,3,4092.0,622,3470.0,0.775,5001 4472,714691683,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,54,4,1,4,13284.0,607,12677.0,0.857,4942 4473,768420558,Existing Customer,59,F,0,Graduate,Single,Less than $40K,Blue,53,6,3,4,4830.0,1469,3361.0,0.634,3365 4474,778364583,Attrited Customer,45,F,2,Graduate,Married,Less than $40K,Blue,25,3,2,3,5911.0,916,4995.0,0.47100000000000003,1656 4475,719186433,Existing Customer,53,F,1,College,Single,Unknown,Blue,44,3,2,2,11012.0,1328,9684.0,0.617,3793 4476,719951208,Existing Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,24,5,3,2,19188.0,0,19188.0,0.45299999999999996,4366 4477,720182658,Existing Customer,44,F,3,Uneducated,Single,Unknown,Blue,31,4,2,3,18056.0,940,17116.0,0.629,4473 4478,789022233,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,37,6,5,2,1438.3,754,684.3,0.74,4457 4479,778353183,Existing Customer,31,F,0,High School,Married,Less than $40K,Blue,13,5,2,3,3201.0,984,2217.0,0.639,5155 4480,713789883,Existing Customer,50,F,4,High School,Married,$40K - $60K,Blue,36,6,1,1,1479.0,1004,475.0,0.8270000000000001,5116 4481,773018583,Existing Customer,38,F,4,Graduate,Married,Less than $40K,Blue,30,5,1,2,3144.0,2216,928.0,0.741,4717 4482,771354633,Existing Customer,58,M,1,College,Single,$80K - $120K,Blue,45,5,3,4,1854.0,1480,374.0,0.853,3292 4483,717308433,Attrited Customer,49,M,5,Uneducated,Unknown,$60K - $80K,Blue,43,3,3,3,1960.0,0,1960.0,0.493,2253 4484,712271958,Existing Customer,37,M,3,Uneducated,Unknown,$80K - $120K,Blue,36,4,2,3,9782.0,1793,7989.0,0.8859999999999999,3672 4485,716736858,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,39,3,3,2,3144.0,0,3144.0,0.561,3774 4486,713796033,Attrited Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,42,6,3,3,4738.0,0,4738.0,0.6409999999999999,1900 4487,710812533,Attrited Customer,46,F,3,High School,Single,Unknown,Silver,36,4,2,3,34516.0,154,34362.0,0.602,1987 4488,782555058,Existing Customer,35,F,1,Unknown,Married,Less than $40K,Blue,29,4,2,3,1438.3,856,582.3,0.792,4432 4489,714864333,Attrited Customer,43,M,2,College,Divorced,$120K +,Blue,37,4,1,2,34516.0,0,34516.0,0.536,1370 4490,787918158,Existing Customer,32,F,0,Uneducated,Married,Less than $40K,Blue,23,5,2,4,2156.0,1114,1042.0,0.603,4106 4491,779070033,Existing Customer,63,F,0,College,Single,Less than $40K,Blue,44,3,4,2,1938.0,0,1938.0,0.536,3974 4492,789945933,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,52,3,3,1,1438.3,0,1438.3,0.925,3560 4493,720810783,Attrited Customer,54,F,2,Graduate,Married,Unknown,Blue,44,2,3,3,3781.0,1692,2089.0,0.7909999999999999,2310 4494,715627833,Existing Customer,48,M,3,High School,Married,$60K - $80K,Gold,37,6,2,0,34516.0,1948,32568.0,0.6659999999999999,4539 4495,809538783,Existing Customer,49,M,1,High School,Single,$120K +,Blue,44,6,2,3,1438.3,1058,380.3,0.56,4109 4496,715987758,Attrited Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,36,3,2,1,3261.0,0,3261.0,1.012,3081 4497,711967158,Existing Customer,35,F,3,Graduate,Single,Less than $40K,Blue,23,6,3,1,2211.0,1370,841.0,0.7809999999999999,4359 4498,712325433,Existing Customer,39,F,2,Unknown,Single,Unknown,Blue,28,6,2,2,1493.0,792,701.0,0.688,4131 4499,716470683,Existing Customer,48,F,3,Post-Graduate,Married,Unknown,Blue,36,3,1,3,20631.0,2048,18583.0,0.6759999999999999,4827 4500,713289183,Existing Customer,53,F,3,Doctorate,Married,Less than $40K,Blue,33,6,2,1,2255.0,1647,608.0,0.848,4270 4501,711549408,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,42,5,1,3,1507.0,961,546.0,0.6779999999999999,4126 4502,709523508,Existing Customer,65,F,0,Uneducated,Unknown,Less than $40K,Silver,53,5,1,2,11097.0,0,11097.0,0.648,4836 4503,717578358,Existing Customer,49,F,4,Graduate,Married,Unknown,Blue,40,5,1,1,8162.0,1704,6458.0,0.8190000000000001,4334 4504,711673983,Existing Customer,44,M,4,Unknown,Single,$60K - $80K,Blue,36,3,1,2,18721.0,1568,17153.0,0.7879999999999999,4537 4505,713388108,Attrited Customer,62,F,0,High School,Unknown,Less than $40K,Blue,51,4,2,3,5210.0,0,5210.0,0.64,2162 4506,715679733,Existing Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,36,5,2,4,1736.0,1513,223.0,0.8290000000000001,3462 4507,779694183,Existing Customer,51,M,3,College,Married,$80K - $120K,Blue,34,5,2,4,1864.0,1427,437.0,0.725,3833 4508,788544108,Existing Customer,43,F,2,High School,Single,Less than $40K,Blue,37,4,3,0,6611.0,1041,5570.0,0.7440000000000001,4037 4509,715583283,Existing Customer,34,F,0,Graduate,Married,Unknown,Blue,13,4,1,4,7942.0,2087,5855.0,0.754,4068 4510,719917233,Attrited Customer,49,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,3,3,2,13382.0,1159,12223.0,0.40399999999999997,1828 4511,717103758,Attrited Customer,63,M,0,Graduate,Single,Unknown,Blue,55,5,0,2,18550.0,0,18550.0,0.9079999999999999,2616 4512,714621183,Existing Customer,39,F,3,Graduate,Single,Less than $40K,Blue,36,4,3,4,2650.0,1646,1004.0,0.747,4512 4513,721365033,Attrited Customer,37,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,2,4,1696.0,0,1696.0,0.857,2095 4514,712999008,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,33,3,1,1,2628.0,1771,857.0,0.7879999999999999,4316 4515,780790008,Existing Customer,46,F,3,Unknown,Married,$40K - $60K,Blue,39,6,3,2,1457.0,563,894.0,0.711,3967 4516,779499933,Existing Customer,46,M,5,Uneducated,Unknown,$80K - $120K,Blue,28,6,1,1,34516.0,1259,33257.0,0.6709999999999999,4300 4517,717200508,Existing Customer,40,F,4,Uneducated,Single,Unknown,Blue,32,3,1,3,3056.0,2038,1018.0,0.675,4734 4518,716995083,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,44,6,2,4,2650.0,1049,1601.0,0.8740000000000001,4218 4519,718137183,Existing Customer,58,F,1,College,Married,Less than $40K,Blue,38,4,2,3,3331.0,2251,1080.0,1.044,5379 4520,787507833,Existing Customer,49,F,1,Uneducated,Unknown,Less than $40K,Blue,38,6,2,1,3343.0,1820,1523.0,0.727,4507 4521,810974958,Attrited Customer,51,M,2,High School,Married,$60K - $80K,Blue,46,5,3,2,4123.0,1760,2363.0,0.8690000000000001,2447 4522,717967833,Existing Customer,55,F,1,Unknown,Married,Less than $40K,Blue,36,3,1,0,2677.0,1555,1122.0,0.639,4757 4523,712267983,Attrited Customer,57,F,0,Graduate,Single,Less than $40K,Blue,45,4,3,3,3023.0,2517,506.0,0.6459999999999999,2477 4524,717376758,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,47,4,3,1,2238.0,1324,914.0,0.762,4108 4525,718250883,Attrited Customer,59,F,2,High School,Married,Unknown,Blue,51,3,3,3,3875.0,1397,2478.0,0.573,2312 4526,717491058,Existing Customer,42,M,2,Post-Graduate,Single,$60K - $80K,Blue,26,6,2,3,20803.0,1747,19056.0,0.311,4012 4527,802243458,Attrited Customer,48,M,2,Doctorate,Single,$40K - $60K,Blue,42,6,3,2,2760.0,0,2760.0,0.5760000000000001,1759 4528,714485508,Existing Customer,45,M,3,Doctorate,Single,$80K - $120K,Blue,36,6,2,4,9086.0,1254,7832.0,0.93,3906 4529,711377808,Existing Customer,47,M,3,Graduate,Unknown,$60K - $80K,Blue,36,4,3,2,21142.0,0,21142.0,0.812,4360 4530,718565733,Existing Customer,62,M,0,Unknown,Single,Less than $40K,Blue,36,3,2,4,3653.0,1769,1884.0,0.825,4423 4531,712723608,Existing Customer,44,F,3,Uneducated,Unknown,Less than $40K,Blue,36,6,2,4,1713.0,0,1713.0,0.6779999999999999,3999 4532,789948408,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,46,3,1,4,34516.0,1718,32798.0,0.51,5220 4533,734909358,Existing Customer,43,M,4,Graduate,Single,$80K - $120K,Blue,33,4,1,1,6548.0,1244,5304.0,0.667,4354 4534,719267283,Existing Customer,35,F,2,Doctorate,Married,$40K - $60K,Blue,27,6,1,0,1953.0,1554,399.0,0.581,4598 4535,780684933,Existing Customer,49,M,3,High School,Unknown,$40K - $60K,Blue,38,4,1,3,3051.0,1783,1268.0,0.732,4887 4536,720330558,Attrited Customer,44,M,3,Graduate,Married,$80K - $120K,Blue,25,5,2,3,25256.0,966,24290.0,0.488,2048 4537,720784833,Attrited Customer,48,F,3,Graduate,Single,Unknown,Blue,36,3,3,1,1630.0,1243,387.0,0.4,1884 4538,789059958,Existing Customer,42,M,4,High School,Married,$120K +,Gold,30,6,2,4,34516.0,1045,33471.0,0.848,3574 4539,797138883,Existing Customer,43,M,4,Unknown,Married,$40K - $60K,Blue,37,3,2,3,10800.0,1491,9309.0,0.5429999999999999,3966 4540,721448283,Attrited Customer,39,F,1,Graduate,Single,Less than $40K,Blue,26,3,3,1,1876.0,1536,340.0,0.7120000000000001,2579 4541,710552733,Attrited Customer,42,M,5,Unknown,Married,$60K - $80K,Blue,36,2,3,2,4963.0,0,4963.0,0.637,2335 4542,742778358,Existing Customer,44,M,1,Graduate,Single,$60K - $80K,Blue,37,3,1,4,16739.0,1229,15510.0,0.49700000000000005,4014 4543,713933658,Existing Customer,56,F,0,Graduate,Single,Less than $40K,Blue,45,3,6,2,2463.0,1621,842.0,0.568,4118 4544,788142483,Existing Customer,46,M,3,College,Single,$80K - $120K,Silver,38,3,3,1,34516.0,1278,33238.0,0.51,4699 4545,789705408,Existing Customer,50,M,2,College,Married,$60K - $80K,Blue,37,4,1,2,4743.0,1687,3056.0,0.9570000000000001,3739 4546,780378633,Existing Customer,43,M,3,College,Unknown,$60K - $80K,Blue,33,4,3,4,9382.0,1455,7927.0,0.48200000000000004,3412 4547,817422408,Existing Customer,45,F,3,Uneducated,Single,Less than $40K,Blue,30,3,2,3,2059.0,1118,941.0,0.7879999999999999,4110 4548,781297983,Existing Customer,58,M,2,Unknown,Divorced,$60K - $80K,Blue,52,6,2,3,20410.0,1196,19214.0,0.726,3525 4549,710671608,Existing Customer,39,F,2,Graduate,Divorced,Less than $40K,Blue,31,5,3,4,6798.0,918,5880.0,0.6709999999999999,3961 4550,719967708,Existing Customer,44,F,2,Unknown,Single,Less than $40K,Blue,32,3,1,4,6472.0,2128,4344.0,0.58,3592 4551,711879633,Existing Customer,45,M,3,High School,Single,Less than $40K,Blue,29,4,1,2,2766.0,1985,781.0,0.7959999999999999,4480 4552,716444733,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,46,5,3,4,1438.3,0,1438.3,0.907,4271 4553,718460958,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,35,3,3,4,3283.0,1856,1427.0,1.103,4498 4554,789953733,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,37,5,1,3,2470.0,1961,509.0,0.802,4519 4555,770278833,Existing Customer,43,M,4,Unknown,Married,$120K +,Blue,37,3,1,3,20695.0,1250,19445.0,0.605,3924 4556,787291308,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,36,5,2,4,4228.0,1709,2519.0,0.493,4389 4557,710644158,Existing Customer,45,M,3,Graduate,Unknown,$80K - $120K,Blue,28,5,3,1,31743.0,1332,30411.0,0.665,4293 4558,717095733,Existing Customer,48,F,4,Unknown,Unknown,Less than $40K,Blue,29,6,3,4,3212.0,2517,695.0,0.785,4284 4559,813338733,Existing Customer,47,F,3,Unknown,Single,Unknown,Blue,42,3,2,2,5884.0,1382,4502.0,0.91,4477 4560,787536933,Existing Customer,44,F,3,Unknown,Single,Less than $40K,Blue,33,6,2,3,1724.0,0,1724.0,0.669,4768 4561,714384783,Attrited Customer,59,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,3,2468.0,0,2468.0,0.5,2017 4562,713847858,Attrited Customer,49,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.409,1849 4563,809809008,Existing Customer,47,F,5,Graduate,Married,Less than $40K,Blue,42,5,1,2,3111.0,1541,1570.0,0.6559999999999999,4570 4564,719446833,Existing Customer,58,F,1,High School,Married,Less than $40K,Blue,46,4,1,3,2799.0,1532,1267.0,0.583,4214 4565,720570333,Existing Customer,48,F,3,College,Married,Less than $40K,Blue,36,5,3,0,1912.0,1163,749.0,0.871,4786 4566,815308683,Existing Customer,46,M,3,College,Married,$80K - $120K,Blue,41,4,3,1,18927.0,887,18040.0,1.065,3101 4567,810875958,Attrited Customer,51,F,3,Graduate,Married,Less than $40K,Blue,46,1,4,3,2016.0,395,1621.0,0.711,2473 4568,717775608,Existing Customer,51,M,2,Post-Graduate,Unknown,$80K - $120K,Blue,43,4,2,0,4830.0,1970,2860.0,0.799,4850 4569,718766058,Attrited Customer,56,M,2,Graduate,Single,$80K - $120K,Blue,36,1,2,2,1438.3,0,1438.3,0.65,2123 4570,710656683,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,36,4,3,1,1986.0,1614,372.0,0.5539999999999999,4442 4571,768390708,Existing Customer,47,M,2,Unknown,Single,$80K - $120K,Blue,41,6,1,1,2877.0,1136,1741.0,0.7559999999999999,4006 4572,713263758,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,45,3,2,2,2312.0,1997,315.0,0.787,5085 4573,754564308,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,39,3,3,2,2644.0,2126,518.0,0.748,3601 4574,827890758,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,35,5,3,0,2062.0,1302,760.0,0.631,3785 4575,779945508,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,35,5,2,2,3510.0,1881,1629.0,0.66,3808 4576,720807183,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,36,3,2,1,15026.0,916,14110.0,0.721,3281 4577,709309308,Attrited Customer,50,M,3,College,Unknown,$80K - $120K,Blue,37,1,3,2,27186.0,0,27186.0,0.504,1704 4578,715844733,Existing Customer,45,M,5,High School,Married,$60K - $80K,Blue,36,6,3,2,2174.0,877,1297.0,0.644,4596 4579,712332183,Existing Customer,42,M,3,College,Single,$80K - $120K,Blue,36,6,1,0,29535.0,895,28640.0,0.9520000000000001,3934 4580,790123983,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,43,4,2,1,2974.0,2090,884.0,0.975,4297 4581,711721458,Attrited Customer,50,F,2,Graduate,Unknown,Less than $40K,Blue,36,5,2,2,1438.3,0,1438.3,0.6579999999999999,2329 4582,716860233,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,39,3,3,0,8148.0,701,7447.0,0.8190000000000001,4124 4583,714678408,Existing Customer,48,F,4,Post-Graduate,Married,Less than $40K,Blue,31,6,6,4,2646.0,1983,663.0,0.7,4727 4584,708798483,Attrited Customer,37,F,3,Unknown,Single,Unknown,Blue,24,2,3,2,2054.0,0,2054.0,0.87,2567 4585,708501783,Attrited Customer,43,M,2,High School,Married,$120K +,Blue,36,6,2,4,34516.0,1477,33039.0,0.324,1868 4586,713645883,Existing Customer,37,F,1,High School,Single,Less than $40K,Blue,23,6,3,4,1879.0,1486,393.0,0.836,5202 4587,718622658,Existing Customer,45,M,4,High School,Single,$80K - $120K,Blue,34,3,2,3,15913.0,1696,14217.0,0.632,4472 4588,710641008,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,36,5,3,4,8685.0,0,8685.0,0.6659999999999999,2473 4589,718547358,Existing Customer,60,F,2,Uneducated,Unknown,$40K - $60K,Blue,52,4,3,2,2676.0,1740,936.0,0.735,3863 4590,716177583,Existing Customer,58,F,1,Post-Graduate,Single,Less than $40K,Blue,36,6,2,4,1438.3,0,1438.3,0.657,4722 4591,713417433,Existing Customer,42,M,2,Graduate,Single,$40K - $60K,Blue,28,3,1,3,1711.0,0,1711.0,0.983,4496 4592,713043183,Existing Customer,61,M,0,High School,Single,$40K - $60K,Blue,48,3,2,4,2572.0,1969,603.0,0.644,4313 4593,719328858,Attrited Customer,56,M,4,High School,Married,$60K - $80K,Blue,43,6,2,6,4535.0,0,4535.0,0.831,2342 4594,718501983,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,36,5,6,1,5950.0,1117,4833.0,0.57,4682 4595,803800533,Attrited Customer,39,M,1,Unknown,Single,$40K - $60K,Blue,33,3,3,4,2088.0,975,1113.0,1.1440000000000001,2866 4596,771790083,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Silver,32,4,3,2,10466.0,2080,8386.0,0.648,4116 4597,712817808,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,23,5,2,1,4761.0,1561,3200.0,0.69,2045 4598,811697958,Existing Customer,50,F,4,Unknown,Married,Less than $40K,Blue,45,4,1,4,1488.0,755,733.0,0.7829999999999999,4451 4599,817089408,Existing Customer,44,M,2,College,Married,$60K - $80K,Blue,27,3,1,2,19114.0,1754,17360.0,0.865,4413 4600,803406558,Existing Customer,30,F,1,Uneducated,Single,Unknown,Blue,24,3,5,4,7536.0,1272,6264.0,0.6829999999999999,4189 4601,717297708,Existing Customer,47,F,1,Graduate,Single,Unknown,Blue,37,6,3,3,2441.0,1672,769.0,0.893,4439 4602,808756458,Existing Customer,47,M,3,Graduate,Married,$80K - $120K,Blue,42,6,3,3,13189.0,1205,11984.0,0.708,3821 4603,718352358,Attrited Customer,49,F,3,Post-Graduate,Married,Less than $40K,Blue,35,3,3,2,1914.0,0,1914.0,0.677,2687 4604,780638958,Existing Customer,42,F,2,Graduate,Divorced,$40K - $60K,Blue,31,6,2,1,2468.0,1850,618.0,0.775,4483 4605,721026033,Existing Customer,57,F,1,Unknown,Single,Less than $40K,Blue,44,4,3,2,2564.0,1258,1306.0,1.156,2673 4606,719894433,Attrited Customer,43,F,4,Unknown,Married,Less than $40K,Blue,24,6,2,3,1679.0,951,728.0,0.706,2492 4607,812493033,Existing Customer,44,F,3,High School,Single,$40K - $60K,Blue,37,4,1,1,3410.0,1110,2300.0,0.63,5102 4608,718256658,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,38,6,5,1,2728.0,0,2728.0,0.879,4554 4609,711421233,Existing Customer,51,M,3,High School,Single,$60K - $80K,Blue,43,5,3,3,7119.0,1513,5606.0,0.925,4969 4610,710335983,Existing Customer,57,F,0,High School,Divorced,Less than $40K,Blue,36,5,1,3,3532.0,869,2663.0,1.038,4297 4611,720108783,Existing Customer,60,F,1,Uneducated,Single,Unknown,Blue,50,6,3,3,7459.0,1717,5742.0,1.001,4328 4612,818259558,Existing Customer,64,F,0,Graduate,Single,Less than $40K,Blue,56,4,2,3,2294.0,1582,712.0,0.775,3951 4613,708511983,Existing Customer,37,M,3,Graduate,Married,$80K - $120K,Blue,18,5,3,2,1663.0,0,1663.0,0.778,3950 4614,708838908,Existing Customer,49,F,3,Unknown,Single,$40K - $60K,Blue,42,4,3,4,5129.0,1654,3475.0,0.618,3192 4615,778720533,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,37,3,2,3,1722.0,0,1722.0,0.863,2141 4616,793015083,Existing Customer,46,F,4,Graduate,Married,Unknown,Blue,40,5,3,4,2586.0,1270,1316.0,0.675,4481 4617,821336133,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,46,5,3,2,8708.0,996,7712.0,0.527,3927 4618,713905608,Existing Customer,56,F,3,Unknown,Single,Less than $40K,Blue,50,5,2,2,8869.0,0,8869.0,0.721,3270 4619,779164608,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,34,6,2,3,2641.0,1336,1305.0,1.0190000000000001,4224 4620,714835833,Existing Customer,43,M,4,High School,Divorced,$80K - $120K,Blue,36,3,3,2,34516.0,1048,33468.0,0.8640000000000001,4192 4621,823863033,Existing Customer,52,M,2,Unknown,Married,$80K - $120K,Silver,48,6,6,1,34516.0,1473,33043.0,0.642,4254 4622,713321508,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,36,3,1,4,1965.0,1175,790.0,0.657,4579 4623,708992733,Existing Customer,50,F,0,High School,Married,Less than $40K,Blue,36,4,3,2,1513.0,0,1513.0,0.8540000000000001,4759 4624,709488108,Attrited Customer,42,M,4,College,Single,$40K - $60K,Blue,36,5,2,3,10543.0,0,10543.0,0.509,1841 4625,716094333,Existing Customer,49,M,1,Graduate,Single,$80K - $120K,Blue,42,6,2,1,17764.0,1459,16305.0,0.9640000000000001,2750 4626,778567983,Existing Customer,50,F,2,Graduate,Single,$40K - $60K,Blue,43,4,1,3,1438.3,0,1438.3,1.196,4512 4627,712178883,Existing Customer,49,F,2,College,Single,$40K - $60K,Blue,36,3,2,1,6371.0,1946,4425.0,0.5820000000000001,3592 4628,717490008,Existing Customer,43,M,4,Graduate,Divorced,$80K - $120K,Blue,36,5,1,1,19188.0,1622,17566.0,0.75,4282 4629,718282983,Existing Customer,60,M,0,College,Unknown,Less than $40K,Blue,47,6,3,3,3076.0,2257,819.0,0.795,4522 4630,747208083,Existing Customer,49,M,4,Graduate,Single,$40K - $60K,Blue,42,3,3,2,2822.0,1501,1321.0,1.043,4344 4631,820276908,Attrited Customer,42,F,4,College,Married,$40K - $60K,Blue,37,3,3,1,4139.0,0,4139.0,0.547,2232 4632,719960133,Existing Customer,42,M,3,College,Single,$80K - $120K,Silver,26,3,2,2,34516.0,904,33612.0,0.726,3910 4633,711062958,Existing Customer,43,M,3,Graduate,Single,$120K +,Blue,23,5,2,2,4121.0,2084,2037.0,0.807,3462 4634,714917583,Existing Customer,42,F,2,Doctorate,Unknown,Less than $40K,Silver,36,6,1,2,10074.0,1079,8995.0,0.813,3338 4635,767256933,Existing Customer,43,M,5,Uneducated,Married,$60K - $80K,Blue,36,6,2,4,2621.0,598,2023.0,0.9670000000000001,4852 4636,712568358,Existing Customer,47,M,1,High School,Married,$60K - $80K,Blue,29,3,2,2,3394.0,0,3394.0,0.45399999999999996,3115 4637,789182358,Existing Customer,56,M,1,Uneducated,Single,$80K - $120K,Blue,45,3,1,2,17628.0,1414,16214.0,0.603,3991 4638,716989683,Existing Customer,56,M,2,Doctorate,Single,$80K - $120K,Blue,48,4,3,3,4480.0,2465,2015.0,0.772,3331 4639,827968383,Existing Customer,43,F,3,High School,Unknown,Less than $40K,Blue,39,5,3,2,3370.0,2284,1086.0,0.6729999999999999,4084 4640,819647358,Attrited Customer,38,M,2,Unknown,Single,$60K - $80K,Blue,33,2,3,2,12871.0,0,12871.0,0.598,2413 4641,788966958,Existing Customer,47,F,1,Graduate,Married,Unknown,Blue,34,3,2,2,3112.0,2023,1089.0,0.757,4613 4642,789502308,Attrited Customer,57,F,3,Unknown,Single,Less than $40K,Blue,49,1,3,5,1551.0,790,761.0,0.8109999999999999,2379 4643,756458508,Existing Customer,44,M,3,Graduate,Single,$60K - $80K,Blue,37,5,2,3,1682.0,930,752.0,0.903,3309 4644,714643983,Existing Customer,42,F,1,High School,Married,Less than $40K,Blue,36,5,3,3,2758.0,2017,741.0,0.883,4119 4645,711606558,Existing Customer,49,F,1,High School,Married,Less than $40K,Blue,39,5,2,2,1909.0,866,1043.0,0.88,4697 4646,824155458,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,44,5,1,2,11332.0,1647,9685.0,0.542,4674 4647,710445183,Existing Customer,44,M,5,Doctorate,Single,$120K +,Blue,31,5,1,2,7567.0,2496,5071.0,0.7090000000000001,4076 4648,802834158,Attrited Customer,42,M,4,Unknown,Married,$60K - $80K,Blue,36,3,2,2,6743.0,1737,5006.0,0.598,1934 4649,712038258,Attrited Customer,48,M,4,Unknown,Single,$80K - $120K,Blue,36,3,3,3,32838.0,1717,31121.0,0.995,2538 4650,712864683,Attrited Customer,42,F,3,Doctorate,Single,Less than $40K,Blue,30,2,3,3,1438.3,0,1438.3,0.373,1693 4651,813971283,Existing Customer,43,M,4,Unknown,Married,$80K - $120K,Blue,38,5,1,2,2510.0,1508,1002.0,0.728,3623 4652,764211033,Existing Customer,50,F,3,Uneducated,Unknown,Less than $40K,Blue,43,6,2,1,3199.0,2517,682.0,0.6990000000000001,4483 4653,721424583,Existing Customer,35,F,1,High School,Married,Less than $40K,Blue,26,4,2,3,1918.0,900,1018.0,0.873,4237 4654,713886333,Attrited Customer,47,M,2,High School,Married,$60K - $80K,Blue,39,2,3,1,18660.0,728,17932.0,0.40299999999999997,1682 4655,711741708,Attrited Customer,41,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,33,3,2,3,7591.0,0,7591.0,0.648,2302 4656,794217108,Existing Customer,43,M,2,College,Single,$120K +,Blue,37,6,3,1,14315.0,1348,12967.0,0.6809999999999999,3694 4657,715339758,Existing Customer,64,F,1,High School,Divorced,Unknown,Blue,36,3,3,1,18038.0,1184,16854.0,0.8270000000000001,4168 4658,709610283,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,34,3,2,3,1853.0,0,1853.0,0.846,4544 4659,714575208,Existing Customer,49,M,5,Doctorate,Single,$40K - $60K,Blue,43,3,1,1,4951.0,2002,2949.0,0.684,4192 4660,716758908,Existing Customer,46,M,3,Uneducated,Single,$120K +,Blue,27,4,2,3,34516.0,2213,32303.0,0.584,4492 4661,778915233,Attrited Customer,51,F,0,Graduate,Married,Less than $40K,Blue,32,4,2,3,1757.0,331,1426.0,0.879,2377 4662,789466008,Existing Customer,47,M,5,Graduate,Married,$60K - $80K,Blue,38,5,3,4,24033.0,612,23421.0,0.635,3578 4663,716635758,Existing Customer,38,F,2,Unknown,Single,$40K - $60K,Blue,29,5,3,2,3276.0,2331,945.0,0.5670000000000001,4345 4664,771819258,Existing Customer,52,M,1,Unknown,Married,$120K +,Blue,40,4,1,2,3614.0,0,3614.0,0.6709999999999999,4561 4665,713451408,Existing Customer,47,M,4,High School,Divorced,$60K - $80K,Blue,36,6,1,3,1943.0,1654,289.0,0.648,3392 4666,780146658,Attrited Customer,40,F,2,Post-Graduate,Married,$40K - $60K,Blue,25,2,2,4,3795.0,2517,1278.0,0.563,1633 4667,711675108,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,30,3,3,1,4075.0,2189,1886.0,0.695,3956 4668,755467683,Attrited Customer,48,F,1,Graduate,Single,Less than $40K,Blue,41,6,2,4,3001.0,482,2519.0,0.8140000000000001,2403 4669,792864858,Existing Customer,47,M,4,Unknown,Unknown,Less than $40K,Blue,37,6,3,3,5726.0,834,4892.0,0.569,2311 4670,713009208,Existing Customer,54,F,3,Graduate,Single,Less than $40K,Blue,44,3,2,3,2077.0,1634,443.0,0.7709999999999999,4292 4671,772231233,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Blue,30,6,2,4,2157.0,721,1436.0,0.769,4250 4672,720510333,Existing Customer,40,F,3,College,Unknown,$40K - $60K,Blue,20,6,2,2,2037.0,1349,688.0,0.743,4574 4673,780199233,Existing Customer,33,M,2,Doctorate,Single,$120K +,Blue,23,5,1,1,14914.0,1102,13812.0,0.823,4478 4674,711700158,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,39,5,3,2,1580.0,620,960.0,0.746,4384 4675,788275083,Existing Customer,46,M,3,College,Married,$60K - $80K,Blue,38,5,3,4,15483.0,1719,13764.0,0.6859999999999999,4678 4676,708804633,Attrited Customer,44,F,2,Doctorate,Divorced,Less than $40K,Blue,36,1,2,2,1916.0,0,1916.0,1.041,2888 4677,714479358,Attrited Customer,51,M,3,Graduate,Single,$80K - $120K,Blue,36,6,3,3,3610.0,1554,2056.0,0.501,2216 4678,711406758,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,2,1667.0,0,1667.0,0.6859999999999999,4385 4679,821424483,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,47,4,3,1,1438.3,0,1438.3,0.826,4242 4680,769438608,Attrited Customer,48,F,1,Graduate,Married,Less than $40K,Blue,42,3,3,2,1942.0,860,1082.0,0.708,2522 4681,822068583,Existing Customer,48,F,4,Uneducated,Single,Unknown,Blue,44,4,3,0,2231.0,0,2231.0,0.7120000000000001,3946 4682,711371208,Existing Customer,50,F,4,College,Married,Unknown,Blue,36,4,2,2,6465.0,1863,4602.0,0.39899999999999997,4490 4683,788832033,Existing Customer,35,M,2,High School,Unknown,$40K - $60K,Blue,19,4,3,3,8599.0,938,7661.0,0.537,3015 4684,713452533,Existing Customer,35,F,4,Graduate,Single,Less than $40K,Blue,22,6,3,3,1438.3,0,1438.3,0.512,3427 4685,720212508,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,37,4,3,4,4402.0,697,3705.0,0.7,3325 4686,717825033,Existing Customer,50,M,0,Unknown,Divorced,$60K - $80K,Blue,36,3,3,2,5444.0,2499,2945.0,0.46799999999999997,4509 4687,779926608,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,6,2,1,1438.3,0,1438.3,0.909,4697 4688,713608383,Attrited Customer,54,F,1,Unknown,Married,Less than $40K,Blue,40,1,1,4,1438.3,0,1438.3,0.43,1632 4689,710125608,Existing Customer,45,F,5,Unknown,Single,Less than $40K,Blue,36,4,2,0,2679.0,1558,1121.0,0.997,4756 4690,712724733,Existing Customer,31,F,0,Post-Graduate,Single,Less than $40K,Blue,19,6,3,1,2766.0,1731,1035.0,0.569,3959 4691,718286658,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Silver,22,5,3,1,25293.0,1140,24153.0,1.01,4059 4692,714195108,Existing Customer,45,F,2,Post-Graduate,Single,Unknown,Blue,37,3,3,4,2707.0,1796,911.0,0.597,4077 4693,720867708,Attrited Customer,45,F,4,Graduate,Unknown,Less than $40K,Blue,33,1,3,2,1748.0,1103,645.0,0.7390000000000001,2335 4694,752573508,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,26,3,2,4,4034.0,1867,2167.0,0.6559999999999999,3718 4695,768661758,Existing Customer,53,M,0,Uneducated,Divorced,$120K +,Blue,47,5,2,1,26129.0,1752,24377.0,0.742,4919 4696,721126833,Attrited Customer,51,M,2,High School,Married,$80K - $120K,Blue,41,5,2,3,14902.0,0,14902.0,0.312,2038 4697,716093133,Existing Customer,38,F,2,Uneducated,Single,$40K - $60K,Blue,31,5,2,2,12228.0,2137,10091.0,0.5529999999999999,3831 4698,771092433,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,42,4,3,3,1724.0,0,1724.0,0.9359999999999999,4434 4699,712807758,Attrited Customer,47,F,3,Graduate,Single,Less than $40K,Blue,39,3,3,3,1438.3,0,1438.3,0.502,2476 4700,721514883,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,25,5,0,1,16665.0,1147,15518.0,0.799,4657 4701,824140908,Attrited Customer,52,M,3,Uneducated,Single,$120K +,Blue,48,5,3,4,20974.0,0,20974.0,0.0,1246 4702,712971708,Existing Customer,43,F,5,Unknown,Single,Less than $40K,Blue,26,6,0,3,3139.0,1089,2050.0,1.034,4648 4703,716471508,Existing Customer,54,M,2,Unknown,Single,$120K +,Blue,36,5,1,2,19865.0,0,19865.0,0.59,4350 4704,782548758,Existing Customer,42,F,5,High School,Divorced,Less than $40K,Blue,36,5,2,3,2069.0,1288,781.0,0.81,5668 4705,720444408,Attrited Customer,35,F,1,College,Single,Less than $40K,Blue,25,2,2,4,2231.0,1791,440.0,0.82,2576 4706,717389433,Existing Customer,62,F,0,High School,Single,Unknown,Silver,51,3,1,4,33371.0,0,33371.0,0.649,3638 4707,714292533,Existing Customer,48,F,3,College,Married,Less than $40K,Blue,36,4,1,2,2544.0,0,2544.0,0.759,3593 4708,709585758,Existing Customer,41,M,4,High School,Single,$120K +,Blue,28,5,1,4,34516.0,0,34516.0,0.7909999999999999,4004 4709,712096758,Existing Customer,49,F,2,Graduate,Unknown,$40K - $60K,Blue,36,6,3,1,5370.0,653,4717.0,0.782,4504 4710,811463283,Existing Customer,54,M,0,Graduate,Single,$80K - $120K,Blue,42,3,1,1,22437.0,1389,21048.0,0.917,3283 4711,789358908,Attrited Customer,53,F,3,College,Married,Less than $40K,Blue,43,3,2,2,3573.0,0,3573.0,0.8420000000000001,2562 4712,718146258,Existing Customer,51,M,2,Graduate,Divorced,$60K - $80K,Blue,41,4,3,1,1959.0,0,1959.0,0.45399999999999996,3737 4713,710779083,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,48,3,3,4,1661.0,0,1661.0,0.672,4338 4714,709166883,Existing Customer,39,F,3,Uneducated,Single,Unknown,Blue,27,6,2,1,5363.0,0,5363.0,0.67,4121 4715,712554183,Existing Customer,65,F,2,College,Single,$40K - $60K,Blue,54,4,3,2,3009.0,721,2288.0,0.68,4070 4716,721315233,Existing Customer,47,M,4,High School,Single,$40K - $60K,Silver,32,3,3,4,18535.0,1192,17343.0,0.6459999999999999,3780 4717,714766383,Existing Customer,42,M,3,High School,Single,Less than $40K,Blue,24,4,3,2,2171.0,1415,756.0,0.773,4992 4718,797491683,Attrited Customer,45,M,5,Unknown,Married,$80K - $120K,Silver,39,2,2,3,34516.0,1964,32552.0,0.624,2234 4719,714157908,Existing Customer,57,F,0,Unknown,Married,Less than $40K,Blue,42,5,1,4,2376.0,1515,861.0,0.72,3795 4720,714588408,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,43,4,3,2,2882.0,0,2882.0,0.722,4446 4721,719627133,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,37,4,3,4,3277.0,2481,796.0,0.606,3965 4722,714125883,Existing Customer,47,M,2,Unknown,Married,$80K - $120K,Blue,36,6,2,1,2514.0,1845,669.0,0.6829999999999999,3696 4723,712865583,Existing Customer,57,F,5,Graduate,Married,$40K - $60K,Blue,49,4,2,2,3301.0,2517,784.0,0.8420000000000001,3939 4724,779363283,Existing Customer,48,M,3,Post-Graduate,Single,$60K - $80K,Blue,34,4,3,2,12391.0,784,11607.0,0.875,4376 4725,779224758,Existing Customer,47,F,2,Doctorate,Single,Less than $40K,Blue,37,4,3,2,2168.0,1485,683.0,0.546,3828 4726,718775808,Existing Customer,42,F,3,Unknown,Married,Unknown,Blue,31,3,1,4,7762.0,1319,6443.0,0.7929999999999999,5153 4727,710267583,Existing Customer,45,F,3,Doctorate,Divorced,Unknown,Blue,33,6,3,2,12587.0,815,11772.0,0.5760000000000001,3914 4728,711305208,Existing Customer,52,M,2,Unknown,Married,$60K - $80K,Blue,36,6,3,4,14785.0,1088,13697.0,0.961,4354 4729,717531483,Existing Customer,37,M,2,High School,Single,$60K - $80K,Blue,21,5,2,2,3433.0,964,2469.0,0.526,4444 4730,709170108,Attrited Customer,60,F,1,Unknown,Single,$40K - $60K,Blue,41,3,2,4,2425.0,0,2425.0,0.187,1522 4731,716056158,Attrited Customer,63,M,0,Graduate,Single,$60K - $80K,Blue,51,3,3,3,11619.0,0,11619.0,0.631,2395 4732,711326583,Existing Customer,62,F,0,High School,Single,Less than $40K,Blue,50,3,3,3,3989.0,0,3989.0,0.997,4274 4733,715406658,Attrited Customer,47,F,1,Unknown,Single,Less than $40K,Blue,37,4,2,1,2173.0,596,1577.0,0.81,2738 4734,712814658,Existing Customer,50,F,0,Graduate,Married,Less than $40K,Blue,43,4,1,2,2393.0,1499,894.0,0.784,4755 4735,773228133,Attrited Customer,39,F,2,Graduate,Married,Less than $40K,Blue,29,3,2,2,1677.0,0,1677.0,0.8690000000000001,2437 4736,710453283,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,27,5,4,2,2035.0,0,2035.0,0.779,4107 4737,795266208,Existing Customer,39,M,3,College,Single,$120K +,Blue,30,4,2,1,8842.0,0,8842.0,0.624,4493 4738,779090883,Existing Customer,42,F,2,Unknown,Unknown,Less than $40K,Blue,23,6,3,1,2483.0,1297,1186.0,0.7440000000000001,3478 4739,712309758,Existing Customer,65,M,0,Graduate,Single,$40K - $60K,Blue,49,3,2,3,13921.0,1201,12720.0,0.556,4351 4740,716625033,Attrited Customer,32,F,1,Graduate,Single,Less than $40K,Blue,36,3,3,6,2761.0,0,2761.0,1.047,2753 4741,790112133,Existing Customer,47,F,2,Post-Graduate,Single,$40K - $60K,Blue,40,5,3,2,2623.0,1647,976.0,0.735,4388 4742,797238108,Existing Customer,49,F,4,Unknown,Divorced,Less than $40K,Blue,43,5,1,2,3232.0,824,2408.0,0.7959999999999999,3915 4743,716782758,Attrited Customer,48,M,3,Graduate,Single,$60K - $80K,Blue,42,3,2,4,19075.0,0,19075.0,0.807,2013 4744,715588008,Existing Customer,45,M,4,College,Married,$80K - $120K,Blue,31,4,3,3,31978.0,1659,30319.0,0.556,2333 4745,713977308,Existing Customer,62,M,1,Graduate,Single,$120K +,Blue,53,4,3,4,34516.0,2061,32455.0,0.564,3820 4746,719059083,Existing Customer,45,F,3,High School,Unknown,Less than $40K,Blue,33,5,1,1,6225.0,1596,4629.0,0.826,4129 4747,708797583,Attrited Customer,49,F,4,Unknown,Single,Unknown,Blue,31,6,3,3,2672.0,0,2672.0,1.038,2576 4748,708809283,Attrited Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,33,1,3,1,10360.0,2517,7843.0,0.632,2414 4749,771529608,Existing Customer,50,M,2,High School,Married,$120K +,Blue,38,5,6,0,10747.0,1027,9720.0,0.925,4538 4750,715776033,Existing Customer,46,M,5,Uneducated,Single,$60K - $80K,Blue,33,4,1,3,3135.0,0,3135.0,0.5720000000000001,4116 4751,778619358,Existing Customer,42,F,3,Uneducated,Single,Less than $40K,Blue,22,4,1,4,1438.3,860,578.3,0.7609999999999999,4754 4752,715717608,Existing Customer,41,F,4,Uneducated,Unknown,Less than $40K,Blue,32,4,3,1,3189.0,0,3189.0,0.91,4813 4753,789204933,Existing Customer,65,M,1,Uneducated,Single,Less than $40K,Blue,55,3,2,4,8963.0,0,8963.0,0.7440000000000001,4511 4754,711100608,Attrited Customer,55,M,1,Uneducated,Single,$60K - $80K,Blue,48,5,2,2,1723.0,0,1723.0,1.038,2574 4755,713591283,Existing Customer,36,F,3,Uneducated,Married,Unknown,Blue,23,6,6,1,2161.0,1404,757.0,0.68,4389 4756,719344608,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,27,6,3,3,3901.0,1001,2900.0,0.8220000000000001,4313 4757,787659483,Existing Customer,58,F,1,Doctorate,Married,Less than $40K,Blue,48,4,2,2,1438.3,801,637.3,0.595,4223 4758,822948708,Existing Customer,42,F,3,Uneducated,Divorced,Less than $40K,Blue,38,5,2,2,3131.0,849,2282.0,0.992,3108 4759,710080383,Existing Customer,38,F,2,Graduate,Single,$40K - $60K,Blue,36,6,2,3,2331.0,1709,622.0,0.851,4417 4760,715596783,Existing Customer,29,F,1,Uneducated,Married,Less than $40K,Blue,18,3,3,3,1895.0,1146,749.0,0.685,4333 4761,798773208,Existing Customer,46,F,4,Unknown,Divorced,Unknown,Blue,40,5,2,3,26496.0,1406,25090.0,0.96,3691 4762,768624258,Attrited Customer,55,F,2,Graduate,Single,Less than $40K,Blue,49,2,1,2,1583.0,234,1349.0,0.639,2541 4763,721412208,Existing Customer,57,F,2,High School,Married,Less than $40K,Blue,36,4,2,2,1438.3,904,534.3,0.7609999999999999,3887 4764,708129933,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,5,3,2,2072.0,1544,528.0,0.903,4210 4765,719703483,Existing Customer,47,F,1,Doctorate,Divorced,Less than $40K,Blue,37,6,3,3,2707.0,1367,1340.0,0.794,4646 4766,708290208,Existing Customer,43,F,3,High School,Married,Less than $40K,Silver,31,3,3,4,13608.0,1190,12418.0,0.5529999999999999,3118 4767,710431158,Existing Customer,52,F,3,Unknown,Single,Unknown,Blue,36,3,1,2,10273.0,1657,8616.0,0.71,3778 4768,816528333,Existing Customer,64,F,0,High School,Single,Less than $40K,Blue,56,6,6,1,2609.0,1115,1494.0,0.753,4546 4769,778760808,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,39,4,1,3,8431.0,1862,6569.0,0.59,2008 4770,718025808,Existing Customer,61,M,0,High School,Divorced,$60K - $80K,Blue,51,6,3,4,5852.0,1935,3917.0,0.8290000000000001,3689 4771,815860008,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,35,5,2,4,3140.0,2183,957.0,0.58,5109 4772,780126033,Attrited Customer,50,M,4,Unknown,Married,$40K - $60K,Blue,35,6,1,5,12914.0,1227,11687.0,0.392,2082 4773,720135333,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,34,5,1,0,8694.0,961,7733.0,0.551,1753 4774,719174433,Attrited Customer,36,F,1,Unknown,Single,Less than $40K,Blue,24,2,1,2,1735.0,0,1735.0,0.74,2467 4775,821521983,Existing Customer,51,F,3,High School,Single,Unknown,Blue,46,4,1,4,2286.0,1641,645.0,0.9470000000000001,4321 4776,716961933,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,36,5,2,4,3589.0,1808,1781.0,0.75,4262 4777,712834533,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,39,5,2,4,2673.0,1275,1398.0,0.691,4119 4778,710544033,Existing Customer,47,M,2,Unknown,Married,$80K - $120K,Blue,36,3,1,3,9437.0,2024,7413.0,0.664,4715 4779,710622333,Existing Customer,39,F,2,High School,Single,$40K - $60K,Blue,28,3,2,2,2751.0,2258,493.0,0.634,4386 4780,714277758,Existing Customer,40,M,1,High School,Single,$40K - $60K,Blue,28,6,2,1,11557.0,1050,10507.0,0.754,4064 4781,713166333,Existing Customer,38,F,2,High School,Married,Unknown,Blue,27,5,2,1,14831.0,1302,13529.0,0.9159999999999999,4467 4782,714346608,Attrited Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,36,3,1,4,1495.0,0,1495.0,0.528,2220 4783,778284783,Existing Customer,44,M,5,Unknown,Married,$60K - $80K,Blue,34,5,3,2,2791.0,1979,812.0,0.807,4617 4784,714721608,Existing Customer,38,M,3,Graduate,Single,$120K +,Blue,29,4,3,0,9703.0,941,8762.0,0.721,4190 4785,716453883,Existing Customer,47,M,5,Unknown,Single,$120K +,Blue,39,6,3,1,3889.0,1839,2050.0,0.9109999999999999,4423 4786,713876958,Existing Customer,32,F,0,Unknown,Single,Unknown,Blue,26,6,2,4,14140.0,845,13295.0,0.715,5036 4787,794967408,Existing Customer,53,M,3,Post-Graduate,Married,$80K - $120K,Blue,47,5,2,1,9106.0,975,8131.0,0.588,3863 4788,798481383,Attrited Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,34,5,1,2,2694.0,0,2694.0,0.872,2684 4789,718697583,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Blue,36,6,3,2,19629.0,0,19629.0,0.7659999999999999,4073 4790,711799458,Existing Customer,41,M,4,Graduate,Single,$40K - $60K,Blue,36,3,1,1,6507.0,1452,5055.0,0.802,4544 4791,823904133,Attrited Customer,53,F,2,College,Single,Unknown,Blue,49,2,2,4,10195.0,0,10195.0,0.629,2489 4792,718005108,Existing Customer,44,F,5,College,Married,Less than $40K,Blue,34,4,1,2,2096.0,1711,385.0,0.746,3692 4793,717877533,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,36,5,1,1,11314.0,0,11314.0,0.674,3761 4794,711883833,Existing Customer,50,F,1,Uneducated,Single,Less than $40K,Blue,37,6,1,1,1837.0,665,1172.0,0.8440000000000001,4752 4795,711646908,Attrited Customer,39,M,3,Unknown,Single,$60K - $80K,Blue,23,1,2,3,7821.0,2517,5304.0,0.408,2010 4796,718171308,Attrited Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,6,3,4,1984.0,0,1984.0,0.89,2506 4797,709627983,Existing Customer,56,F,3,Post-Graduate,Single,Less than $40K,Blue,36,4,3,0,2535.0,1699,836.0,0.72,4497 4798,716580933,Existing Customer,63,M,0,Uneducated,Single,$40K - $60K,Blue,36,3,3,3,1970.0,1224,746.0,0.54,4533 4799,713600958,Existing Customer,50,M,1,Unknown,Married,$120K +,Blue,38,4,5,3,34516.0,2076,32440.0,0.812,3647 4800,772248408,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,29,5,1,4,2694.0,1833,861.0,1.044,3366 4801,720196158,Existing Customer,48,M,3,Unknown,Single,$60K - $80K,Blue,40,6,3,3,4476.0,0,4476.0,0.6829999999999999,3350 4802,770024733,Attrited Customer,53,F,2,Uneducated,Single,$40K - $60K,Blue,47,1,2,3,1699.0,0,1699.0,0.602,2520 4803,710912733,Existing Customer,44,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,4,1953.0,1762,191.0,0.743,4590 4804,712860858,Existing Customer,56,F,2,Graduate,Unknown,Unknown,Blue,45,5,1,3,5264.0,0,5264.0,0.852,4943 4805,708702258,Attrited Customer,40,F,3,Uneducated,Single,Unknown,Blue,36,3,2,2,3698.0,478,3220.0,0.611,2051 4806,797169633,Existing Customer,41,M,4,Graduate,Single,$120K +,Blue,35,5,3,3,34516.0,825,33691.0,0.982,3127 4807,709922508,Existing Customer,40,F,4,Unknown,Married,Less than $40K,Blue,28,4,1,1,2712.0,0,2712.0,0.835,5207 4808,712802733,Existing Customer,45,F,4,High School,Divorced,Less than $40K,Blue,36,3,1,4,5486.0,685,4801.0,0.879,2965 4809,716981358,Existing Customer,40,F,2,Post-Graduate,Married,Less than $40K,Blue,32,3,3,0,2107.0,941,1166.0,0.975,4858 4810,758787333,Existing Customer,52,M,3,Uneducated,Unknown,$120K +,Blue,45,4,1,2,18096.0,2404,15692.0,0.7340000000000001,3880 4811,720519333,Attrited Customer,59,F,2,Unknown,Single,Unknown,Blue,45,1,3,3,2721.0,1885,836.0,0.853,2594 4812,717387933,Existing Customer,49,F,2,High School,Divorced,Less than $40K,Blue,36,6,3,3,2976.0,2257,719.0,0.75,3837 4813,738195708,Existing Customer,47,M,2,Graduate,Divorced,$80K - $120K,Blue,40,6,1,3,16741.0,1225,15516.0,0.6409999999999999,3608 4814,708560733,Existing Customer,42,F,3,Graduate,Divorced,Less than $40K,Blue,36,5,2,3,3714.0,2517,1197.0,0.857,4715 4815,717001908,Attrited Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,6,2,2,6936.0,0,6936.0,0.883,2874 4816,768972558,Existing Customer,43,M,5,High School,Married,$120K +,Blue,37,4,3,4,11099.0,0,11099.0,0.89,3980 4817,716899233,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Gold,20,6,4,3,15987.0,1965,14022.0,0.722,4542 4818,715567608,Existing Customer,45,F,1,High School,Unknown,Less than $40K,Blue,35,4,4,4,4406.0,1247,3159.0,1.037,3964 4819,713264583,Existing Customer,43,M,2,High School,Married,$120K +,Silver,23,3,3,2,34516.0,1153,33363.0,0.89,4486 4820,716769783,Existing Customer,48,F,2,Graduate,Married,Unknown,Blue,40,3,2,4,5104.0,736,4368.0,0.679,3943 4821,719564208,Attrited Customer,46,F,1,Uneducated,Single,$40K - $60K,Blue,30,3,2,1,7195.0,0,7195.0,1.035,2751 4822,716680983,Existing Customer,41,F,3,Doctorate,Married,Less than $40K,Blue,36,3,1,1,1956.0,1053,903.0,0.941,4924 4823,715719033,Existing Customer,38,F,3,Post-Graduate,Married,Less than $40K,Blue,32,4,3,2,3317.0,2517,800.0,0.862,3772 4824,713229633,Attrited Customer,45,F,0,Unknown,Married,$40K - $60K,Blue,30,3,2,4,2759.0,0,2759.0,0.535,2061 4825,788246958,Existing Customer,44,F,2,Graduate,Married,Unknown,Blue,36,3,1,2,6038.0,0,6038.0,0.6659999999999999,4375 4826,720419358,Existing Customer,35,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,1,2942.0,2100,842.0,0.6940000000000001,4548 4827,772545858,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,39,4,2,3,5095.0,0,5095.0,0.7290000000000001,3808 4828,771431133,Existing Customer,47,F,4,Graduate,Unknown,Less than $40K,Blue,35,4,2,4,1438.3,0,1438.3,0.5710000000000001,3778 4829,717800358,Existing Customer,48,M,3,High School,Single,$80K - $120K,Blue,36,3,3,4,10111.0,868,9243.0,0.748,4791 4830,798041508,Attrited Customer,50,F,4,Graduate,Single,Less than $40K,Blue,44,2,3,2,3201.0,2517,684.0,0.445,1880 4831,710626758,Existing Customer,44,M,4,Uneducated,Unknown,$60K - $80K,Blue,36,6,1,3,2761.0,0,2761.0,0.619,3706 4832,718982058,Existing Customer,37,M,3,Graduate,Divorced,$40K - $60K,Blue,36,5,2,0,5987.0,1405,4582.0,0.9520000000000001,4011 4833,791822733,Existing Customer,47,F,3,High School,Single,Unknown,Blue,41,5,1,3,5630.0,748,4882.0,0.804,4904 4834,718762308,Existing Customer,35,F,1,Graduate,Single,Unknown,Blue,36,6,2,3,6622.0,2126,4496.0,1.041,3668 4835,716841783,Existing Customer,51,M,0,Graduate,Married,$120K +,Blue,36,4,2,3,18733.0,1292,17441.0,0.442,5080 4836,794524833,Existing Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,18,4,3,3,2265.0,1345,920.0,0.8079999999999999,4009 4837,721359183,Existing Customer,33,F,2,Unknown,Married,$40K - $60K,Blue,19,4,3,4,2907.0,1537,1370.0,0.79,4390 4838,715014633,Attrited Customer,32,F,0,Uneducated,Married,Unknown,Blue,36,6,3,2,8791.0,0,8791.0,0.894,2579 4839,714372333,Attrited Customer,59,F,0,Doctorate,Married,Less than $40K,Blue,52,6,4,2,2302.0,0,2302.0,0.52,2256 4840,766946058,Existing Customer,51,F,2,Unknown,Unknown,$40K - $60K,Blue,44,4,6,4,5489.0,1665,3824.0,0.742,4010 4841,708549033,Existing Customer,50,F,1,High School,Married,Less than $40K,Blue,32,4,1,3,2055.0,1276,779.0,0.8690000000000001,5025 4842,708378108,Existing Customer,39,F,1,Post-Graduate,Married,$40K - $60K,Blue,36,5,3,2,2147.0,771,1376.0,0.69,4631 4843,826168083,Existing Customer,49,F,4,Unknown,Divorced,Less than $40K,Blue,45,3,3,3,1757.0,1307,450.0,0.769,4750 4844,779320008,Attrited Customer,43,M,3,College,Married,$80K - $120K,Blue,25,3,3,3,2900.0,2517,383.0,0.7190000000000001,2180 4845,715312158,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,29,4,2,3,2670.0,2079,591.0,0.649,3895 4846,711688983,Existing Customer,51,M,2,Unknown,Divorced,$80K - $120K,Blue,38,4,2,3,21382.0,1692,19690.0,0.731,3060 4847,714393708,Existing Customer,54,F,0,College,Married,$40K - $60K,Blue,46,6,2,3,2254.0,533,1721.0,1.043,4913 4848,789477483,Existing Customer,40,F,5,Unknown,Single,Unknown,Blue,31,6,3,1,4433.0,1488,2945.0,0.669,3847 4849,712481733,Existing Customer,55,F,2,Graduate,Married,Less than $40K,Blue,36,4,2,4,1438.3,739,699.3,0.727,4078 4850,713153733,Attrited Customer,49,F,2,Graduate,Unknown,Less than $40K,Blue,29,6,3,3,2520.0,1473,1047.0,0.515,2061 4851,780201633,Attrited Customer,41,F,3,Graduate,Single,$40K - $60K,Blue,31,4,3,2,5655.0,1154,4501.0,0.7020000000000001,2189 4852,709285683,Existing Customer,48,M,4,Unknown,Divorced,$60K - $80K,Blue,31,4,1,1,1438.3,0,1438.3,0.836,4509 4853,789823383,Existing Customer,44,F,3,Unknown,Single,Less than $40K,Blue,34,3,3,4,2786.0,1635,1151.0,0.9209999999999999,4532 4854,709980783,Existing Customer,51,F,3,High School,Divorced,Less than $40K,Blue,36,4,3,0,3961.0,1729,2232.0,0.7829999999999999,4066 4855,772054458,Existing Customer,43,M,3,Unknown,Unknown,$60K - $80K,Blue,32,4,1,3,2476.0,1944,532.0,0.8809999999999999,4025 4856,788095158,Attrited Customer,52,M,3,Uneducated,Married,$80K - $120K,Blue,44,3,3,3,11606.0,0,11606.0,0.797,2623 4857,717045033,Existing Customer,45,F,3,Unknown,Married,Unknown,Blue,36,6,1,3,8459.0,757,7702.0,0.648,4677 4858,710503308,Existing Customer,48,F,2,Graduate,Single,Unknown,Blue,29,6,1,2,9554.0,2337,7217.0,0.79,4049 4859,757167633,Existing Customer,50,M,2,Uneducated,Single,$60K - $80K,Blue,43,4,3,3,4388.0,642,3746.0,0.815,3836 4860,779739783,Existing Customer,43,M,2,Graduate,Married,$60K - $80K,Blue,28,6,3,2,19826.0,1389,18437.0,0.614,3561 4861,758653833,Existing Customer,34,F,1,Graduate,Married,$40K - $60K,Blue,27,3,1,3,2173.0,0,2173.0,0.922,4392 4862,771288258,Existing Customer,48,F,3,Unknown,Unknown,$40K - $60K,Blue,36,6,2,2,2545.0,1894,651.0,0.9109999999999999,4660 4863,716855058,Attrited Customer,49,F,4,Graduate,Married,Less than $40K,Blue,38,5,2,4,1757.0,0,1757.0,0.89,2557 4864,708433683,Existing Customer,54,M,2,Graduate,Married,$80K - $120K,Blue,37,3,2,3,3164.0,2201,963.0,0.679,4410 4865,713175483,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,40,6,2,2,6022.0,871,5151.0,0.6,3745 4866,709500183,Attrited Customer,46,F,3,College,Married,Less than $40K,Blue,36,2,3,4,1804.0,0,1804.0,0.537,2077 4867,789238683,Existing Customer,53,M,2,Uneducated,Divorced,$120K +,Blue,42,4,2,2,22664.0,0,22664.0,0.7490000000000001,4586 4868,710502258,Existing Customer,39,M,3,Graduate,Single,$60K - $80K,Blue,36,5,3,4,2527.0,2204,323.0,0.9,4598 4869,715445058,Attrited Customer,49,F,0,Doctorate,Married,Less than $40K,Blue,40,3,4,4,3547.0,2517,1030.0,0.805,2715 4870,719464758,Existing Customer,52,F,1,College,Single,Less than $40K,Blue,43,5,2,3,1438.3,604,834.3,0.81,4219 4871,708442158,Existing Customer,51,F,1,College,Married,Unknown,Blue,38,3,2,4,6182.0,1516,4666.0,1.137,3801 4872,718524783,Attrited Customer,40,M,3,High School,Unknown,$80K - $120K,Blue,34,1,3,4,29715.0,0,29715.0,0.39899999999999997,2128 4873,717093858,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,36,4,3,3,2154.0,1490,664.0,0.727,3664 4874,711654558,Existing Customer,46,M,3,Graduate,Unknown,$60K - $80K,Blue,36,6,3,4,2179.0,1632,547.0,0.8009999999999999,4025 4875,718924983,Existing Customer,59,M,0,Uneducated,Single,$60K - $80K,Blue,48,5,1,3,4906.0,1302,3604.0,0.862,4833 4876,717463608,Existing Customer,38,F,1,Unknown,Married,$40K - $60K,Blue,26,5,3,1,2346.0,1407,939.0,0.77,4116 4877,715779333,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,3,4753.0,0,4753.0,0.856,3895 4878,708117933,Attrited Customer,44,F,2,Graduate,Divorced,Less than $40K,Blue,36,3,2,3,1880.0,0,1880.0,0.519,2469 4879,789563658,Existing Customer,64,M,0,College,Single,Less than $40K,Silver,56,5,4,4,12155.0,0,12155.0,0.446,4618 4880,709239483,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,36,5,3,1,2721.0,1527,1194.0,0.743,4622 4881,766456683,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,44,6,2,0,6160.0,2258,3902.0,0.7170000000000001,3986 4882,779703258,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,24,3,3,1,2069.0,1393,676.0,0.875,4962 4883,709719333,Existing Customer,41,M,2,High School,Single,$80K - $120K,Blue,29,6,3,4,28422.0,1258,27164.0,0.672,4841 4884,717016833,Existing Customer,39,M,4,Uneducated,Married,$80K - $120K,Blue,27,6,4,2,1438.3,0,1438.3,0.797,4282 4885,711017433,Existing Customer,41,M,3,Graduate,Divorced,Less than $40K,Blue,23,5,2,4,1438.3,0,1438.3,0.735,4416 4886,712777233,Attrited Customer,65,M,0,Graduate,Single,Unknown,Blue,48,1,4,3,1671.0,0,1671.0,0.725,2701 4887,712706058,Attrited Customer,44,F,5,Graduate,Single,Less than $40K,Blue,37,1,2,4,1491.0,0,1491.0,0.551,1970 4888,720905133,Attrited Customer,43,M,3,Graduate,Unknown,$80K - $120K,Blue,29,1,2,6,11422.0,1095,10327.0,0.773,2439 4889,712947333,Attrited Customer,54,F,4,Unknown,Married,Less than $40K,Blue,43,3,3,0,5139.0,0,5139.0,0.33,1653 4890,806995683,Existing Customer,61,M,0,Doctorate,Single,$60K - $80K,Blue,56,4,1,3,4783.0,2517,2266.0,1.024,2870 4891,720575058,Existing Customer,47,M,3,Unknown,Single,$60K - $80K,Blue,36,3,2,1,2589.0,1693,896.0,0.878,4259 4892,770828358,Existing Customer,38,M,1,Graduate,Unknown,$80K - $120K,Blue,25,4,2,4,8138.0,0,8138.0,0.596,4839 4893,721361433,Existing Customer,51,F,3,Graduate,Married,Unknown,Blue,37,6,1,1,4502.0,1785,2717.0,1.014,4469 4894,770268933,Existing Customer,44,M,5,Unknown,Married,$60K - $80K,Silver,38,3,2,2,33521.0,928,32593.0,0.732,4115 4895,789209283,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,37,5,3,0,4361.0,806,3555.0,0.627,4518 4896,716204883,Existing Customer,53,M,4,College,Unknown,$60K - $80K,Blue,44,5,3,1,7026.0,1728,5298.0,0.669,3935 4897,715506258,Existing Customer,50,M,2,High School,Married,$80K - $120K,Blue,36,6,2,1,16388.0,2001,14387.0,0.547,4477 4898,711871758,Attrited Customer,30,F,1,Graduate,Married,Less than $40K,Blue,36,2,2,3,2905.0,2517,388.0,0.725,2487 4899,772655733,Existing Customer,41,M,1,Uneducated,Single,$80K - $120K,Blue,31,6,2,4,2404.0,1887,517.0,0.5920000000000001,4489 4900,719519058,Attrited Customer,55,F,4,High School,Married,Less than $40K,Blue,36,4,2,3,1477.0,0,1477.0,0.7190000000000001,2419 4901,716873733,Attrited Customer,43,F,4,Post-Graduate,Divorced,Less than $40K,Blue,30,4,3,3,3556.0,2517,1039.0,0.6509999999999999,2639 4902,780383358,Existing Customer,48,M,3,Graduate,Married,$60K - $80K,Blue,38,6,1,0,5649.0,748,4901.0,1.077,4683 4903,718522308,Existing Customer,41,F,3,Post-Graduate,Unknown,$40K - $60K,Blue,29,6,1,3,14345.0,960,13385.0,0.8170000000000001,4045 4904,716308683,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,6524.0,1993,4531.0,0.815,4267 4905,719056833,Existing Customer,55,F,1,Unknown,Married,Less than $40K,Blue,46,5,1,4,2281.0,920,1361.0,0.5760000000000001,3968 4906,712303908,Existing Customer,47,F,4,College,Married,Less than $40K,Blue,38,3,1,2,2633.0,1924,709.0,0.8059999999999999,3407 4907,715572783,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,31,6,1,2,7693.0,0,7693.0,0.579,4573 4908,713641233,Existing Customer,44,F,3,High School,Single,Unknown,Blue,31,5,6,4,10262.0,1888,8374.0,0.508,3553 4909,712854633,Existing Customer,49,F,2,Unknown,Single,Unknown,Blue,39,4,1,3,11320.0,0,11320.0,0.669,2845 4910,779340183,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,35,3,2,4,2482.0,916,1566.0,0.632,4295 4911,771952683,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,3,2,2,3035.0,0,3035.0,1.222,3847 4912,716639058,Existing Customer,51,M,2,Graduate,Single,$120K +,Blue,40,4,3,3,26308.0,0,26308.0,0.647,3278 4913,779027733,Existing Customer,53,F,4,Unknown,Single,Less than $40K,Blue,34,6,2,2,6721.0,1115,5606.0,0.79,3718 4914,713368833,Existing Customer,49,M,2,College,Single,$60K - $80K,Blue,41,6,3,4,6205.0,2233,3972.0,0.662,3906 4915,713926308,Existing Customer,35,F,3,Uneducated,Single,Less than $40K,Blue,36,4,2,3,2624.0,1458,1166.0,0.809,4487 4916,720206658,Attrited Customer,40,F,3,Graduate,Married,Less than $40K,Blue,29,6,2,4,1479.0,458,1021.0,0.466,1811 4917,708720558,Existing Customer,44,M,3,College,Married,$60K - $80K,Blue,30,5,2,0,4489.0,0,4489.0,0.693,3773 4918,713857758,Attrited Customer,53,F,1,Graduate,Married,Unknown,Blue,36,6,3,1,5842.0,198,5644.0,0.396,1828 4919,711255858,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,30,4,2,3,8777.0,1668,7109.0,0.85,4141 4920,798717783,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,45,3,6,1,3250.0,0,3250.0,0.601,4752 4921,710674533,Attrited Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,34,3,3,4,15060.0,0,15060.0,0.545,1611 4922,718642458,Existing Customer,40,M,4,High School,Unknown,$80K - $120K,Blue,36,6,1,0,2126.0,1321,805.0,0.596,2992 4923,709788783,Existing Customer,47,M,4,Unknown,Divorced,$40K - $60K,Blue,35,3,2,1,4907.0,773,4134.0,0.517,5088 4924,752199183,Existing Customer,51,F,1,Uneducated,Married,Unknown,Blue,44,6,2,1,3553.0,0,3553.0,0.8440000000000001,4923 4925,789707433,Existing Customer,41,F,4,High School,Single,Unknown,Blue,28,4,2,2,2515.0,1313,1202.0,0.981,4370 4926,717448383,Attrited Customer,41,M,4,Unknown,Single,$80K - $120K,Blue,28,1,2,4,4428.0,0,4428.0,0.865,2331 4927,779468808,Existing Customer,43,M,1,High School,Married,$40K - $60K,Blue,25,6,3,3,1616.0,0,1616.0,0.794,4961 4928,790000608,Existing Customer,64,F,1,Graduate,Single,Less than $40K,Blue,56,4,1,1,6723.0,968,5755.0,0.8320000000000001,3838 4929,770917608,Existing Customer,42,F,1,Uneducated,Married,Less than $40K,Blue,29,3,4,2,2756.0,1911,845.0,0.774,4656 4930,716307558,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,40,6,2,4,2897.0,1506,1391.0,0.618,2214 4931,719048133,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,42,6,3,0,5456.0,0,5456.0,0.337,3470 4932,771488583,Existing Customer,46,F,1,Graduate,Single,$40K - $60K,Blue,34,4,2,2,3569.0,0,3569.0,0.706,4186 4933,717202908,Existing Customer,39,M,5,College,Married,$80K - $120K,Blue,29,3,3,4,34198.0,1804,32394.0,0.934,4270 4934,720696558,Existing Customer,44,M,2,Graduate,Single,$80K - $120K,Blue,31,5,2,4,34516.0,1311,33205.0,0.6,4485 4935,788989083,Existing Customer,57,F,3,College,Single,$40K - $60K,Blue,44,3,1,2,2817.0,1864,953.0,0.7,4535 4936,720398958,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,43,6,2,3,2126.0,1257,869.0,0.632,4340 4937,716530533,Existing Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,36,3,1,4,2573.0,1640,933.0,0.873,4094 4938,714499908,Existing Customer,45,F,3,Unknown,Married,$40K - $60K,Blue,31,5,5,3,2016.0,1303,713.0,0.599,3243 4939,708879483,Existing Customer,48,F,1,College,Divorced,Less than $40K,Blue,36,6,3,0,4006.0,1646,2360.0,0.746,5006 4940,716044383,Existing Customer,41,F,3,High School,Unknown,Unknown,Blue,36,5,1,2,5869.0,0,5869.0,0.713,4191 4941,781320783,Attrited Customer,47,M,2,Graduate,Divorced,$80K - $120K,Blue,41,3,2,3,4586.0,0,4586.0,0.812,2529 4942,711657783,Existing Customer,50,F,2,College,Single,Less than $40K,Blue,41,6,3,4,1438.3,0,1438.3,0.872,4617 4943,715423233,Existing Customer,46,M,5,Unknown,Married,$60K - $80K,Blue,35,3,3,3,1790.0,796,994.0,0.722,3539 4944,719264058,Existing Customer,51,F,0,Graduate,Married,Unknown,Blue,36,5,2,3,5862.0,2306,3556.0,0.807,4305 4945,711120333,Existing Customer,43,M,5,Unknown,Married,$60K - $80K,Blue,36,3,5,1,7411.0,1341,6070.0,0.799,4278 4946,714100008,Attrited Customer,47,F,2,College,Married,Less than $40K,Blue,36,6,2,3,5667.0,2517,3150.0,0.684,2176 4947,798030933,Existing Customer,47,M,4,College,Single,$60K - $80K,Blue,41,5,2,3,15594.0,0,15594.0,0.631,4745 4948,708223383,Attrited Customer,47,F,3,High School,Married,Unknown,Blue,39,6,3,4,11410.0,979,10431.0,1.0490000000000002,2736 4949,708705783,Attrited Customer,47,M,3,Doctorate,Married,$60K - $80K,Blue,36,6,3,1,1584.0,1214,370.0,0.887,2628 4950,778949133,Existing Customer,44,M,1,Uneducated,Married,$80K - $120K,Blue,29,4,3,3,13298.0,1694,11604.0,0.8240000000000001,3476 4951,709017258,Attrited Customer,51,F,2,Unknown,Married,Less than $40K,Blue,36,1,2,2,2114.0,0,2114.0,0.875,2872 4952,709161108,Attrited Customer,44,M,1,Unknown,Single,$60K - $80K,Blue,33,3,2,4,2540.0,0,2540.0,0.212,1531 4953,716842908,Existing Customer,41,F,5,Uneducated,Single,Less than $40K,Blue,30,4,2,1,1762.0,1051,711.0,0.785,4986 4954,787513533,Existing Customer,47,F,1,Uneducated,Married,Less than $40K,Blue,36,6,3,3,2245.0,1503,742.0,0.754,3344 4955,717949983,Existing Customer,47,M,1,Uneducated,Married,$40K - $60K,Blue,36,3,2,3,8168.0,2137,6031.0,0.659,3554 4956,714089658,Attrited Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,36,3,2,1,2238.0,0,2238.0,0.452,2063 4957,718863258,Attrited Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,41,2,2,3,3881.0,2517,1364.0,0.815,2463 4958,717549408,Existing Customer,44,M,4,Graduate,Married,$80K - $120K,Blue,36,3,1,3,20485.0,0,20485.0,0.7509999999999999,3024 4959,807600633,Existing Customer,44,F,2,Doctorate,Divorced,Unknown,Blue,39,6,4,1,9856.0,671,9185.0,0.662,5408 4960,770293758,Existing Customer,44,M,3,High School,Single,Less than $40K,Blue,38,6,1,2,2111.0,1047,1064.0,0.971,4830 4961,765584208,Existing Customer,43,F,3,Unknown,Divorced,Less than $40K,Blue,30,3,2,1,2905.0,2079,826.0,0.789,4444 4962,811989858,Existing Customer,49,M,4,Uneducated,Unknown,$60K - $80K,Silver,44,6,3,2,32244.0,0,32244.0,0.647,3501 4963,721276383,Existing Customer,47,F,2,Post-Graduate,Divorced,$40K - $60K,Blue,33,6,2,3,5624.0,1216,4408.0,0.691,3843 4964,708585933,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,1656.0,1429,227.0,0.777,4258 4965,713283933,Attrited Customer,42,M,2,Uneducated,Married,$40K - $60K,Blue,30,1,3,3,3032.0,0,3032.0,0.429,2273 4966,714915633,Attrited Customer,42,M,0,High School,Single,$60K - $80K,Blue,36,4,3,6,15699.0,0,15699.0,0.569,1793 4967,709236633,Existing Customer,40,F,3,Uneducated,Divorced,$40K - $60K,Blue,28,3,1,3,6608.0,2270,4338.0,0.75,4033 4968,827948133,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Blue,43,4,2,4,5062.0,1423,3639.0,0.775,4535 4969,718946358,Existing Customer,44,M,3,Uneducated,Single,$40K - $60K,Blue,30,3,3,2,1547.0,0,1547.0,0.792,4348 4970,714400308,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Silver,49,3,1,1,11060.0,1647,9413.0,0.938,4545 4971,789670533,Existing Customer,41,F,2,High School,Married,$40K - $60K,Blue,26,5,1,2,1438.3,0,1438.3,0.66,4300 4972,770942283,Existing Customer,46,F,2,Unknown,Single,Less than $40K,Blue,33,4,3,2,3670.0,0,3670.0,0.797,4811 4973,827074758,Existing Customer,42,F,3,Uneducated,Single,Less than $40K,Blue,38,4,1,4,1538.0,868,670.0,0.828,5228 4974,818326083,Existing Customer,54,F,3,High School,Married,$40K - $60K,Blue,49,5,1,2,1438.3,886,552.3,0.8220000000000001,4385 4975,712292133,Attrited Customer,45,F,3,College,Married,Less than $40K,Blue,36,4,2,4,2330.0,2294,36.0,0.456,2107 4976,709449333,Existing Customer,49,M,1,High School,Single,$60K - $80K,Blue,40,6,2,2,3170.0,1428,1742.0,0.8759999999999999,4097 4977,788840283,Existing Customer,42,F,2,Post-Graduate,Divorced,Less than $40K,Blue,26,5,2,3,2120.0,1527,593.0,0.7440000000000001,4741 4978,716013858,Existing Customer,53,M,0,Graduate,Single,$80K - $120K,Blue,34,3,1,4,20231.0,1434,18797.0,0.5429999999999999,5002 4979,712229283,Attrited Customer,48,F,4,Doctorate,Unknown,Unknown,Blue,24,4,2,3,1438.3,0,1438.3,0.738,2306 4980,751422258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Blue,38,6,3,2,5583.0,0,5583.0,0.748,3317 4981,715691808,Existing Customer,41,F,3,Uneducated,Divorced,Less than $40K,Blue,30,5,3,4,7764.0,621,7143.0,0.67,3955 4982,794273283,Attrited Customer,51,M,3,Uneducated,Single,$80K - $120K,Blue,45,3,3,3,25670.0,0,25670.0,0.9520000000000001,2709 4983,788838033,Attrited Customer,45,M,2,College,Single,$60K - $80K,Blue,29,3,2,4,3841.0,0,3841.0,0.794,2832 4984,712778658,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,39,4,3,3,2001.0,909,1092.0,0.772,4238 4985,789580908,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,37,3,2,2,8512.0,1471,7041.0,0.867,4056 4986,778965183,Existing Customer,47,F,3,Uneducated,Divorced,$40K - $60K,Blue,30,5,3,2,5869.0,2517,3352.0,0.505,4166 4987,714462558,Existing Customer,44,F,5,Unknown,Married,Unknown,Blue,36,4,2,3,5791.0,0,5791.0,0.645,4556 4988,789013833,Attrited Customer,50,M,2,High School,Married,$120K +,Silver,37,5,2,1,34516.0,399,34117.0,0.726,2118 4989,800869758,Existing Customer,49,M,3,Unknown,Married,$80K - $120K,Blue,43,6,1,1,2191.0,1414,777.0,0.635,3967 4990,807426033,Existing Customer,37,M,2,Unknown,Single,$60K - $80K,Blue,32,4,1,1,2865.0,1176,1689.0,0.665,3462 4991,720091083,Existing Customer,43,M,4,Graduate,Married,$120K +,Blue,31,6,1,3,6467.0,1887,4580.0,0.442,4098 4992,711918033,Attrited Customer,37,F,3,Unknown,Married,Less than $40K,Blue,17,3,1,3,1468.0,1074,394.0,0.6970000000000001,2050 4993,709679658,Existing Customer,58,F,2,Graduate,Single,$40K - $60K,Blue,50,4,3,3,5386.0,0,5386.0,0.777,4846 4994,779296908,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,28,5,3,3,1438.3,576,862.3,0.774,5098 4995,720682308,Existing Customer,59,F,0,Uneducated,Single,Unknown,Blue,46,5,1,4,5402.0,892,4510.0,0.782,4770 4996,714084483,Attrited Customer,49,F,3,Uneducated,Single,Unknown,Blue,36,4,2,3,3855.0,211,3644.0,0.485,1724 4997,719495958,Attrited Customer,42,F,1,Unknown,Married,Less than $40K,Blue,36,3,3,4,2983.0,0,2983.0,0.865,2509 4998,789775308,Existing Customer,54,F,2,Doctorate,Divorced,Less than $40K,Blue,43,6,1,3,1438.3,1120,318.3,0.8170000000000001,4880 4999,714726858,Attrited Customer,31,F,0,Post-Graduate,Divorced,Less than $40K,Blue,36,6,3,3,4871.0,0,4871.0,0.89,2773 5000,709749483,Existing Customer,40,F,2,Graduate,Unknown,Less than $40K,Blue,29,5,1,2,2636.0,1953,683.0,0.9159999999999999,4584 5001,710926383,Existing Customer,32,F,2,Post-Graduate,Married,$40K - $60K,Blue,24,5,3,1,1553.0,1177,376.0,0.638,4549 5002,717172308,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,37,4,2,4,3304.0,0,3304.0,0.532,1731 5003,771795933,Attrited Customer,49,M,4,Unknown,Single,$120K +,Blue,38,3,3,4,34516.0,2517,31999.0,0.7,2376 5004,785024808,Existing Customer,53,F,1,High School,Single,Less than $40K,Blue,47,6,2,3,3378.0,2134,1244.0,0.541,4464 5005,710277183,Existing Customer,34,F,3,Uneducated,Single,$40K - $60K,Blue,27,3,2,4,2313.0,1775,538.0,0.773,4317 5006,714647808,Existing Customer,49,F,0,Graduate,Single,Less than $40K,Blue,39,4,3,0,2434.0,0,2434.0,0.7879999999999999,4628 5007,709857033,Existing Customer,60,F,1,College,Single,$40K - $60K,Blue,50,5,1,3,1438.3,0,1438.3,0.578,4148 5008,714283458,Existing Customer,40,M,2,College,Single,$80K - $120K,Blue,36,5,1,4,14544.0,0,14544.0,0.768,4064 5009,804829533,Attrited Customer,59,M,0,High School,Single,$60K - $80K,Blue,54,3,6,6,24621.0,471,24150.0,0.85,2864 5010,716702358,Existing Customer,44,F,2,Unknown,Married,Less than $40K,Blue,33,5,3,2,2337.0,698,1639.0,0.836,4048 5011,720028683,Existing Customer,49,F,2,High School,Married,$40K - $60K,Blue,39,5,3,4,2720.0,1926,794.0,0.602,3806 5012,757044033,Existing Customer,44,M,2,Graduate,Unknown,$80K - $120K,Blue,37,3,1,3,1965.0,1021,944.0,0.516,3968 5013,719672283,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Silver,39,4,2,4,33122.0,1587,31535.0,0.475,3145 5014,719054733,Existing Customer,52,F,0,Post-Graduate,Single,Less than $40K,Blue,40,4,3,2,1438.3,797,641.3,0.87,4673 5015,793336383,Existing Customer,47,F,1,High School,Married,Less than $40K,Blue,41,3,3,4,2709.0,2034,675.0,0.606,4915 5016,795599883,Attrited Customer,57,F,2,Uneducated,Married,Unknown,Blue,51,3,6,2,2404.0,284,2120.0,0.866,2511 5017,715650783,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,36,6,2,2,4499.0,0,4499.0,0.765,4906 5018,711819708,Attrited Customer,33,F,3,Post-Graduate,Unknown,Unknown,Blue,25,3,2,4,4734.0,2517,2217.0,0.483,2275 5019,713041683,Attrited Customer,55,M,2,Graduate,Married,$120K +,Blue,36,3,2,4,4697.0,0,4697.0,0.544,1867 5020,779544708,Existing Customer,50,M,2,Unknown,Married,$120K +,Gold,35,4,5,3,34516.0,668,33848.0,0.894,3931 5021,712967508,Existing Customer,47,M,3,Doctorate,Unknown,$60K - $80K,Blue,36,4,1,2,2572.0,1093,1479.0,0.615,5038 5022,710231433,Existing Customer,56,M,1,Uneducated,Unknown,$60K - $80K,Blue,43,5,1,4,3110.0,2378,732.0,0.9740000000000001,3395 5023,817960533,Existing Customer,41,M,4,Unknown,Married,$60K - $80K,Blue,36,5,3,2,1734.0,857,877.0,0.752,4741 5024,713431008,Existing Customer,46,F,5,High School,Married,Unknown,Blue,36,5,3,0,3562.0,0,3562.0,0.753,4198 5025,709663608,Attrited Customer,43,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,4,1536.0,0,1536.0,0.5710000000000001,1973 5026,754851783,Existing Customer,39,M,4,High School,Married,$60K - $80K,Blue,32,4,2,2,19198.0,2218,16980.0,0.802,4423 5027,808743558,Existing Customer,42,F,3,High School,Married,Unknown,Blue,37,3,3,3,4540.0,2517,2023.0,0.89,4804 5028,778905033,Existing Customer,45,F,5,Graduate,Divorced,Less than $40K,Blue,26,3,5,2,1438.3,1226,212.3,0.638,3889 5029,720844008,Existing Customer,54,F,4,Graduate,Single,Less than $40K,Blue,45,6,2,2,1990.0,1747,243.0,0.924,5216 5030,714286383,Existing Customer,59,M,0,High School,Single,$120K +,Blue,36,4,3,3,3422.0,1039,2383.0,0.475,3337 5031,718767183,Existing Customer,45,F,4,Post-Graduate,Unknown,Less than $40K,Blue,36,6,3,1,2192.0,1464,728.0,0.66,4905 5032,712707408,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,33,4,2,2,5152.0,1713,3439.0,0.746,3919 5033,789859833,Existing Customer,41,M,4,Doctorate,Unknown,Less than $40K,Blue,31,6,2,1,2515.0,1767,748.0,0.665,4388 5034,812411058,Attrited Customer,49,F,0,Uneducated,Single,Less than $40K,Blue,44,3,3,2,2094.0,0,2094.0,0.897,2690 5035,712311258,Existing Customer,48,F,3,Uneducated,Single,$40K - $60K,Blue,36,5,3,3,1906.0,1259,647.0,0.932,4634 5036,778397358,Attrited Customer,42,M,5,Unknown,Married,$60K - $80K,Blue,22,6,2,4,5096.0,0,5096.0,0.8079999999999999,2574 5037,715340733,Existing Customer,39,M,1,High School,Unknown,$40K - $60K,Blue,28,5,2,4,2222.0,0,2222.0,0.843,4792 5038,797495958,Existing Customer,42,F,3,Unknown,Unknown,$40K - $60K,Blue,36,3,2,2,3015.0,0,3015.0,0.927,4277 5039,720384633,Existing Customer,48,M,3,Uneducated,Single,$40K - $60K,Blue,36,6,3,2,3786.0,0,3786.0,0.715,3403 5040,810868758,Existing Customer,39,M,3,Uneducated,Married,$40K - $60K,Blue,34,5,1,2,12078.0,1687,10391.0,0.48200000000000004,2384 5041,719105433,Existing Customer,48,F,3,College,Single,Unknown,Blue,38,3,3,3,6448.0,1087,5361.0,0.868,4990 5042,715609533,Attrited Customer,47,F,3,Unknown,Single,Less than $40K,Blue,35,1,3,3,5398.0,0,5398.0,0.621,1887 5043,712160058,Attrited Customer,59,F,2,Uneducated,Married,Less than $40K,Blue,51,5,5,4,1438.3,0,1438.3,0.6559999999999999,2146 5044,779130108,Attrited Customer,33,F,0,Uneducated,Single,$40K - $60K,Blue,15,3,2,6,1438.3,0,1438.3,0.835,2527 5045,712335858,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,36,4,3,2,2620.0,2081,539.0,0.99,4867 5046,789643383,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,35,3,3,3,13435.0,0,13435.0,0.747,3575 5047,717733158,Existing Customer,43,F,3,Doctorate,Married,Less than $40K,Blue,29,4,2,3,3186.0,2517,669.0,0.59,4197 5048,713205108,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,27,3,1,1,1950.0,1062,888.0,0.48,3873 5049,719749083,Existing Customer,63,M,0,Doctorate,Single,Less than $40K,Blue,54,5,2,0,7098.0,2224,4874.0,0.8640000000000001,3465 5050,811762383,Existing Customer,42,F,2,Graduate,Married,Less than $40K,Blue,37,4,2,1,2250.0,1788,462.0,0.523,4908 5051,708710283,Existing Customer,45,M,5,Doctorate,Married,$120K +,Silver,36,6,1,4,34516.0,2038,32478.0,1.0070000000000001,4067 5052,708542283,Existing Customer,58,F,1,Doctorate,Married,Less than $40K,Blue,47,5,3,4,2495.0,2061,434.0,0.8490000000000001,4399 5053,720667383,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,32,5,3,1,3086.0,2213,873.0,0.695,4684 5054,822952158,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Blue,49,4,2,4,1520.0,0,1520.0,0.5660000000000001,4256 5055,716922633,Attrited Customer,38,M,2,Uneducated,Single,$120K +,Blue,30,6,3,4,4043.0,2517,1526.0,0.602,2600 5056,709081683,Existing Customer,65,M,1,High School,Single,Less than $40K,Blue,54,3,1,3,4599.0,1438,3161.0,0.8320000000000001,4208 5057,710211783,Attrited Customer,38,F,4,Unknown,Married,Less than $40K,Blue,26,3,2,2,1438.3,0,1438.3,0.777,2264 5058,720364158,Existing Customer,55,F,3,Graduate,Unknown,Unknown,Blue,36,4,3,3,7869.0,1251,6618.0,0.722,4314 5059,713064783,Existing Customer,60,F,1,Unknown,Unknown,$40K - $60K,Blue,48,3,3,4,5362.0,2057,3305.0,0.763,4205 5060,709873683,Existing Customer,60,M,0,Doctorate,Unknown,$40K - $60K,Silver,53,4,2,1,16541.0,1428,15113.0,0.846,4352 5061,758106108,Existing Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,38,3,2,1,7486.0,1758,5728.0,0.613,4604 5062,711445233,Existing Customer,42,F,5,Uneducated,Single,Less than $40K,Blue,36,6,3,1,1438.3,0,1438.3,0.813,4653 5063,778912683,Existing Customer,51,F,2,Graduate,Single,Unknown,Blue,32,3,3,1,8365.0,1504,6861.0,0.679,4778 5064,780496833,Attrited Customer,56,F,1,College,Single,Less than $40K,Blue,43,3,2,2,2846.0,0,2846.0,0.747,2122 5065,720057183,Existing Customer,49,F,4,Doctorate,Single,Less than $40K,Blue,42,5,1,4,7789.0,957,6832.0,0.7240000000000001,3412 5066,789081408,Attrited Customer,44,F,4,Uneducated,Single,Less than $40K,Blue,32,6,3,4,1438.3,170,1268.3,0.889,2527 5067,720634683,Attrited Customer,48,F,2,College,Married,Unknown,Blue,37,5,2,4,2220.0,0,2220.0,0.737,2456 5068,808732458,Existing Customer,48,M,3,Unknown,Married,$120K +,Blue,43,5,3,0,6626.0,1558,5068.0,1.02,2838 5069,719947533,Existing Customer,46,F,2,Graduate,Married,Unknown,Blue,36,6,2,1,5547.0,0,5547.0,0.85,4585 5070,715452408,Existing Customer,37,F,2,Graduate,Divorced,Less than $40K,Blue,36,4,3,3,1734.0,987,747.0,0.879,4727 5071,718103733,Existing Customer,41,F,4,Unknown,Married,Less than $40K,Blue,31,4,3,4,2934.0,933,2001.0,0.898,4253 5072,788705358,Existing Customer,44,M,4,High School,Married,$120K +,Blue,33,4,1,4,14527.0,2070,12457.0,0.525,3965 5073,772105608,Existing Customer,48,F,4,Uneducated,Single,Less than $40K,Blue,37,6,3,4,2646.0,872,1774.0,0.865,4246 5074,718396533,Existing Customer,47,M,3,College,Single,$80K - $120K,Blue,38,5,3,3,8185.0,1556,6629.0,0.8059999999999999,4527 5075,712949733,Existing Customer,46,M,5,High School,Single,$40K - $60K,Blue,37,3,2,3,6340.0,1985,4355.0,0.40299999999999997,3536 5076,772036233,Existing Customer,62,M,1,Graduate,Single,$80K - $120K,Blue,51,6,2,3,5711.0,0,5711.0,0.583,4320 5077,713285058,Existing Customer,46,F,3,Doctorate,Single,Less than $40K,Blue,34,4,3,4,2258.0,1600,658.0,0.607,4275 5078,710289783,Attrited Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,25,5,2,4,2086.0,2007,79.0,1.051,2537 5079,780390108,Existing Customer,44,F,3,College,Married,$40K - $60K,Blue,34,3,1,2,3256.0,1013,2243.0,0.988,5079 5080,720585183,Existing Customer,50,M,3,High School,Married,$60K - $80K,Blue,35,3,3,2,14854.0,2136,12718.0,0.568,3659 5081,711831558,Existing Customer,49,M,4,College,Divorced,$120K +,Blue,41,3,1,1,7184.0,1207,5977.0,0.657,3244 5082,710854008,Existing Customer,48,M,3,Unknown,Unknown,$40K - $60K,Blue,37,3,2,4,6541.0,1119,5422.0,0.496,3902 5083,717017808,Existing Customer,62,M,0,Uneducated,Single,$40K - $60K,Blue,52,6,1,2,9065.0,641,8424.0,0.7879999999999999,4693 5084,823615983,Attrited Customer,54,M,2,Uneducated,Single,$40K - $60K,Blue,50,2,1,3,3682.0,2517,1165.0,0.379,1642 5085,807587433,Attrited Customer,56,F,2,Doctorate,Married,Less than $40K,Blue,51,4,6,5,1438.3,0,1438.3,0.6990000000000001,2229 5086,709987683,Attrited Customer,46,F,4,Graduate,Married,Unknown,Blue,36,4,3,4,2286.0,0,2286.0,1.057,2798 5087,714435408,Existing Customer,57,M,3,High School,Single,$80K - $120K,Blue,38,4,3,1,12663.0,1028,11635.0,0.7909999999999999,3297 5088,718994583,Existing Customer,48,F,2,College,Single,Less than $40K,Blue,35,3,3,1,1438.3,816,622.3,0.8420000000000001,4777 5089,793616883,Existing Customer,39,F,5,Graduate,Single,Less than $40K,Blue,33,5,2,2,1438.3,668,770.3,0.9309999999999999,5205 5090,779978283,Existing Customer,45,F,3,High School,Married,Unknown,Blue,34,4,2,1,5056.0,0,5056.0,0.905,4428 5091,713370033,Attrited Customer,53,F,0,Graduate,Single,Less than $40K,Blue,40,4,1,4,1438.3,0,1438.3,0.503,2014 5092,710482533,Existing Customer,26,M,0,Unknown,Married,$120K +,Blue,17,4,2,1,30928.0,2005,28923.0,0.52,3863 5093,778830933,Existing Customer,40,M,3,Graduate,Married,$80K - $120K,Blue,21,3,2,0,1804.0,1040,764.0,1.002,5308 5094,736145283,Existing Customer,43,M,2,College,Married,$80K - $120K,Blue,24,6,1,4,1669.0,0,1669.0,0.698,3591 5095,778718658,Existing Customer,33,F,2,High School,Divorced,Unknown,Blue,15,3,3,4,9725.0,0,9725.0,0.75,4062 5096,719482008,Existing Customer,45,M,1,Uneducated,Single,$60K - $80K,Blue,35,5,3,2,21696.0,1036,20660.0,0.965,3354 5097,715004808,Existing Customer,49,F,2,High School,Married,Less than $40K,Blue,39,5,3,1,2992.0,1845,1147.0,0.7070000000000001,4339 5098,720014358,Existing Customer,38,F,1,Doctorate,Single,Less than $40K,Blue,26,5,2,4,1934.0,985,949.0,0.72,4019 5099,718208358,Existing Customer,43,M,5,Uneducated,Married,$120K +,Blue,31,4,3,4,34516.0,830,33686.0,0.54,3789 5100,713380308,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,36,6,2,1,1734.0,0,1734.0,0.593,4092 5101,716477133,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,32,3,3,4,1438.3,838,600.3,0.61,3910 5102,713949858,Attrited Customer,39,F,2,Doctorate,Married,Less than $40K,Blue,36,4,3,4,1438.3,886,552.3,0.24,1674 5103,827619933,Existing Customer,48,M,2,Uneducated,Single,$40K - $60K,Blue,44,3,1,2,9673.0,0,9673.0,0.655,3541 5104,779135808,Existing Customer,56,F,2,Doctorate,Single,$40K - $60K,Blue,38,5,1,4,3609.0,1026,2583.0,0.67,4318 5105,719751483,Attrited Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,36,4,3,1,1438.3,576,862.3,0.8490000000000001,2567 5106,708219858,Existing Customer,39,M,2,Graduate,Single,$40K - $60K,Blue,26,6,3,2,6423.0,0,6423.0,1.051,4295 5107,779681433,Attrited Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,31,6,3,4,14899.0,0,14899.0,0.381,1519 5108,720169383,Existing Customer,52,F,2,College,Married,$40K - $60K,Blue,41,3,1,1,3224.0,2111,1113.0,0.601,3707 5109,718056033,Existing Customer,44,F,3,High School,Married,Less than $40K,Blue,34,5,3,2,4135.0,1606,2529.0,0.7340000000000001,3334 5110,789226683,Existing Customer,44,M,1,Unknown,Married,$60K - $80K,Blue,33,6,2,3,4969.0,1187,3782.0,0.7140000000000001,3878 5111,822902508,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,37,3,3,3,8376.0,1219,7157.0,0.644,4015 5112,780462183,Existing Customer,44,M,2,Unknown,Single,$80K - $120K,Blue,31,5,5,2,3454.0,2065,1389.0,0.816,4026 5113,715502808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,4,3,2,25944.0,1987,23957.0,0.5660000000000001,4442 5114,788755158,Existing Customer,49,M,3,High School,Married,$60K - $80K,Blue,29,4,3,1,1438.3,535,903.3,0.6779999999999999,3016 5115,780038058,Attrited Customer,38,F,0,High School,Single,Less than $40K,Blue,22,3,2,5,1556.0,0,1556.0,0.69,2283 5116,709536483,Attrited Customer,57,M,3,Graduate,Married,$60K - $80K,Blue,49,5,0,3,8701.0,215,8486.0,0.527,1999 5117,712563408,Attrited Customer,33,M,2,Uneducated,Single,$40K - $60K,Blue,18,1,1,6,5600.0,2517,3083.0,0.628,2296 5118,771222558,Existing Customer,45,F,3,Graduate,Unknown,Less than $40K,Blue,32,6,1,3,2900.0,2018,882.0,0.705,4467 5119,708145908,Existing Customer,61,F,0,Graduate,Married,$40K - $60K,Blue,50,3,3,0,4906.0,2185,2721.0,0.66,3999 5120,717755058,Existing Customer,41,F,4,Doctorate,Single,Less than $40K,Blue,36,4,3,4,2687.0,1317,1370.0,0.58,4096 5121,789109983,Existing Customer,40,F,3,High School,Divorced,$40K - $60K,Blue,28,4,1,4,4464.0,1418,3046.0,0.92,3870 5122,802600233,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,45,5,1,3,1438.3,869,569.3,0.7909999999999999,4124 5123,720449208,Existing Customer,34,F,1,College,Married,Less than $40K,Blue,16,6,1,4,2221.0,1814,407.0,0.82,4758 5124,719557983,Existing Customer,42,M,4,Uneducated,Married,$60K - $80K,Blue,36,5,3,3,2966.0,2371,595.0,0.9690000000000001,4416 5125,766111383,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,31,4,2,4,1593.0,1091,502.0,0.87,4136 5126,789367083,Existing Customer,41,F,2,Uneducated,Single,Less than $40K,Blue,31,5,3,3,2450.0,1490,960.0,0.747,3778 5127,710538183,Existing Customer,53,F,3,Graduate,Divorced,Less than $40K,Blue,42,3,2,4,1529.0,563,966.0,0.785,4220 5128,708534033,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Blue,36,5,2,2,6274.0,883,5391.0,0.626,4726 5129,716739258,Existing Customer,43,F,4,Unknown,Single,Less than $40K,Blue,33,5,2,4,1438.3,0,1438.3,0.679,3932 5130,788940558,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,27,6,1,2,2134.0,1085,1049.0,0.6559999999999999,4224 5131,714722808,Existing Customer,50,M,1,College,Married,$80K - $120K,Blue,33,5,3,2,17158.0,1211,15947.0,0.778,4153 5132,713249883,Existing Customer,51,F,2,Uneducated,Married,$40K - $60K,Blue,36,6,3,3,3359.0,873,2486.0,0.785,4572 5133,714207483,Existing Customer,47,M,3,Graduate,Married,$80K - $120K,Blue,41,6,1,4,11997.0,1424,10573.0,0.7490000000000001,4125 5134,720068808,Existing Customer,41,F,2,Graduate,Married,Less than $40K,Blue,32,3,3,2,3302.0,1980,1322.0,0.625,3899 5135,778601733,Attrited Customer,55,F,3,High School,Single,$40K - $60K,Blue,47,5,4,3,2687.0,1689,998.0,0.7140000000000001,2370 5136,709779258,Existing Customer,53,F,3,Post-Graduate,Married,Less than $40K,Blue,43,4,3,4,1438.3,0,1438.3,0.9390000000000001,4075 5137,713696808,Attrited Customer,46,F,3,High School,Married,Less than $40K,Blue,39,3,3,0,1801.0,316,1485.0,0.494,2252 5138,720044658,Attrited Customer,53,M,1,Post-Graduate,Single,$60K - $80K,Blue,46,6,2,4,4573.0,2076,2497.0,0.8390000000000001,2720 5139,716373483,Attrited Customer,48,F,5,Graduate,Married,Less than $40K,Blue,40,4,3,2,2860.0,2517,343.0,0.38,1544 5140,714305508,Existing Customer,46,F,3,Uneducated,Married,$40K - $60K,Blue,36,6,3,2,13387.0,0,13387.0,0.746,3706 5141,712202433,Existing Customer,46,F,2,High School,Single,Less than $40K,Blue,36,3,3,4,2283.0,1020,1263.0,0.9440000000000001,3687 5142,716600733,Attrited Customer,47,F,4,Unknown,Married,Less than $40K,Blue,36,3,3,3,2033.0,228,1805.0,0.904,2572 5143,778372158,Existing Customer,49,F,5,High School,Married,$40K - $60K,Blue,33,6,3,2,2506.0,1549,957.0,0.752,4747 5144,714176133,Existing Customer,47,F,1,Uneducated,Single,Less than $40K,Blue,36,5,2,3,1438.3,735,703.3,0.762,4220 5145,708969633,Existing Customer,42,M,4,Uneducated,Unknown,$80K - $120K,Blue,36,6,5,1,2447.0,2195,252.0,0.7170000000000001,4544 5146,715765758,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,41,5,2,4,1438.3,814,624.3,0.675,4217 5147,803097333,Existing Customer,41,M,2,Graduate,Married,$80K - $120K,Blue,35,3,3,4,10873.0,1514,9359.0,0.879,5089 5148,710411358,Attrited Customer,39,F,4,College,Married,$40K - $60K,Blue,28,4,2,4,7596.0,2199,5397.0,0.633,2164 5149,715660308,Attrited Customer,54,F,3,College,Married,Less than $40K,Blue,44,5,3,2,2921.0,2412,509.0,0.823,2612 5150,711866358,Existing Customer,42,F,3,High School,Single,$40K - $60K,Blue,30,4,2,3,10136.0,0,10136.0,0.428,4429 5151,710738883,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,36,4,2,3,2187.0,1094,1093.0,0.843,4222 5152,717822108,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Blue,48,3,2,3,3302.0,2517,785.0,0.785,4613 5153,714407058,Existing Customer,40,M,3,Uneducated,Divorced,$80K - $120K,Blue,29,3,2,1,30997.0,2330,28667.0,0.65,3821 5154,710744433,Existing Customer,48,F,1,Uneducated,Single,Less than $40K,Blue,38,5,2,0,2578.0,2424,154.0,0.517,4077 5155,778959258,Attrited Customer,51,F,1,Unknown,Married,Less than $40K,Blue,32,5,3,3,1438.3,0,1438.3,0.905,2585 5156,713320008,Existing Customer,48,M,3,Graduate,Single,$80K - $120K,Blue,37,3,3,2,3034.0,468,2566.0,0.5529999999999999,4172 5157,766795983,Existing Customer,46,F,1,Unknown,Single,Less than $40K,Blue,40,4,2,2,1438.3,0,1438.3,0.7559999999999999,4692 5158,716256483,Existing Customer,50,F,2,Graduate,Single,Unknown,Blue,36,6,2,4,2611.0,1824,787.0,0.711,4232 5159,712364283,Existing Customer,54,F,2,Doctorate,Married,$40K - $60K,Blue,43,5,3,2,2222.0,1398,824.0,0.785,3960 5160,714620358,Attrited Customer,37,F,2,Graduate,Divorced,Less than $40K,Blue,30,3,3,4,3328.0,2517,811.0,0.5529999999999999,2196 5161,709145958,Attrited Customer,43,F,3,Unknown,Married,Less than $40K,Blue,36,2,2,2,2440.0,1002,1438.0,0.061,1533 5162,709787733,Existing Customer,54,F,4,College,Single,Unknown,Blue,48,3,2,2,9723.0,1307,8416.0,0.8029999999999999,4043 5163,809071083,Existing Customer,60,F,1,Graduate,Single,Less than $40K,Blue,55,4,1,0,2346.0,2150,196.0,0.6659999999999999,4592 5164,721165608,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Silver,36,3,6,3,26142.0,0,26142.0,0.6509999999999999,3969 5165,716668308,Attrited Customer,39,F,4,High School,Single,Unknown,Blue,36,3,2,4,12405.0,0,12405.0,0.9490000000000001,3151 5166,708760458,Existing Customer,47,M,1,High School,Single,$80K - $120K,Blue,36,4,3,4,17655.0,0,17655.0,0.583,3692 5167,720333783,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Blue,33,3,1,4,4941.0,786,4155.0,0.833,3822 5168,789212883,Attrited Customer,30,F,1,Uneducated,Divorced,Less than $40K,Blue,19,6,1,2,1644.0,0,1644.0,0.82,2533 5169,711341433,Existing Customer,34,F,2,Graduate,Single,Unknown,Blue,24,6,3,3,3095.0,2010,1085.0,0.6679999999999999,3901 5170,720235608,Existing Customer,60,F,0,Graduate,Unknown,Less than $40K,Blue,36,4,3,1,3828.0,0,3828.0,0.599,4470 5171,716890533,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,36,6,2,2,2182.0,1722,460.0,0.937,5377 5172,708491508,Existing Customer,51,M,2,Unknown,Single,$60K - $80K,Blue,42,3,3,2,13906.0,1430,12476.0,0.772,3856 5173,718542858,Existing Customer,50,M,1,High School,Married,$80K - $120K,Blue,36,6,3,2,10588.0,994,9594.0,0.7859999999999999,4623 5174,717750858,Existing Customer,32,F,2,Post-Graduate,Single,Less than $40K,Blue,16,3,3,2,2973.0,2446,527.0,0.612,3769 5175,712450008,Attrited Customer,50,F,2,Post-Graduate,Married,Unknown,Blue,36,5,2,4,4045.0,0,4045.0,0.66,2438 5176,827628408,Existing Customer,40,M,4,Graduate,Married,$80K - $120K,Blue,36,3,3,2,2165.0,1465,700.0,0.622,3672 5177,713492583,Attrited Customer,34,F,2,Graduate,Married,Less than $40K,Blue,29,5,2,2,5845.0,0,5845.0,0.504,2308 5178,718054833,Existing Customer,50,M,2,Unknown,Single,$120K +,Blue,37,6,3,4,15341.0,1016,14325.0,0.7090000000000001,2916 5179,788770908,Existing Customer,45,M,4,College,Married,$60K - $80K,Blue,26,6,2,2,3035.0,1498,1537.0,0.903,4275 5180,710175783,Existing Customer,45,F,3,High School,Single,Unknown,Blue,25,4,2,1,1986.0,1042,944.0,0.593,4303 5181,715429608,Existing Customer,45,F,3,College,Married,Less than $40K,Blue,37,4,3,1,4602.0,1517,3085.0,1.2919999999999998,3520 5182,714058308,Attrited Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,5,3,4,2689.0,2384,305.0,0.365,1941 5183,717965808,Existing Customer,65,M,0,Unknown,Single,$40K - $60K,Blue,54,5,1,4,9383.0,829,8554.0,0.515,5783 5184,709265208,Existing Customer,47,F,4,Graduate,Single,Less than $40K,Blue,37,4,3,2,1438.3,780,658.3,0.66,4422 5185,713114133,Attrited Customer,42,F,2,Uneducated,Single,Less than $40K,Blue,23,4,2,3,1443.0,0,1443.0,0.529,2092 5186,721349883,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,39,3,2,1,2847.0,2082,765.0,0.787,3672 5187,758965158,Existing Customer,44,M,5,High School,Single,$80K - $120K,Blue,37,4,2,3,15638.0,1729,13909.0,0.843,4396 5188,749722908,Existing Customer,43,M,2,Post-Graduate,Married,$120K +,Blue,36,3,3,2,10700.0,1346,9354.0,0.639,4054 5189,709495833,Attrited Customer,44,F,2,Graduate,Single,Less than $40K,Blue,36,5,2,4,1438.3,0,1438.3,0.42100000000000004,1944 5190,717575958,Attrited Customer,50,F,1,Post-Graduate,Married,$40K - $60K,Blue,41,6,3,3,1694.0,479,1215.0,0.838,2349 5191,714406158,Attrited Customer,53,F,3,High School,Divorced,Unknown,Blue,36,4,3,6,7939.0,0,7939.0,0.551,2269 5192,767243208,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,35,3,2,2,2555.0,1587,968.0,1.088,4193 5193,711515433,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,36,3,1,2,2850.0,2517,333.0,0.625,4320 5194,720190908,Existing Customer,59,M,1,High School,Single,$60K - $80K,Blue,51,6,2,4,8973.0,1300,7673.0,0.568,4699 5195,818814933,Existing Customer,58,F,1,Unknown,Single,$40K - $60K,Blue,53,3,3,1,6960.0,1536,5424.0,0.43700000000000006,3112 5196,719794383,Existing Customer,60,F,2,College,Married,Less than $40K,Blue,41,6,2,2,4167.0,0,4167.0,0.917,5039 5197,709766808,Existing Customer,49,F,2,Uneducated,Married,Unknown,Blue,36,4,3,2,5099.0,1178,3921.0,0.912,3819 5198,709666908,Existing Customer,42,F,4,Graduate,Divorced,Unknown,Blue,36,3,3,1,2782.0,1782,1000.0,0.853,4669 5199,794653983,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,27,3,1,4,1480.0,1017,463.0,1.008,5245 5200,716593533,Existing Customer,56,M,1,High School,Single,$80K - $120K,Blue,45,4,1,3,5070.0,0,5070.0,1.01,3651 5201,714113658,Existing Customer,52,M,2,Unknown,Single,$80K - $120K,Blue,41,3,3,1,2757.0,1425,1332.0,0.574,3992 5202,708776658,Existing Customer,54,M,2,Unknown,Married,$80K - $120K,Blue,43,6,3,2,5774.0,1519,4255.0,0.45799999999999996,4444 5203,712225008,Existing Customer,55,M,2,Graduate,Married,$60K - $80K,Blue,44,6,6,3,6054.0,1103,4951.0,0.613,3998 5204,787450758,Existing Customer,57,M,1,Unknown,Single,$60K - $80K,Blue,43,3,3,1,19090.0,0,19090.0,0.53,4712 5205,789099783,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,31,6,3,3,2069.0,839,1230.0,0.9229999999999999,4117 5206,711751533,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,37,3,1,3,2447.0,1973,474.0,0.47600000000000003,4784 5207,708367908,Existing Customer,56,F,1,Uneducated,Married,Less than $40K,Blue,47,6,1,2,3022.0,1627,1395.0,0.835,4390 5208,714951858,Existing Customer,44,F,2,Graduate,Married,Less than $40K,Blue,36,5,1,3,4473.0,0,4473.0,0.5429999999999999,4047 5209,720436008,Existing Customer,54,F,1,Doctorate,Unknown,Less than $40K,Blue,43,4,6,4,5267.0,0,5267.0,0.631,4196 5210,718984533,Existing Customer,37,M,3,Graduate,Single,$80K - $120K,Blue,29,6,2,4,7199.0,1274,5925.0,0.639,4552 5211,716982483,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,38,3,4,2,1438.3,0,1438.3,0.584,4497 5212,708681708,Attrited Customer,51,F,2,Unknown,Single,Less than $40K,Blue,43,5,3,2,3245.0,0,3245.0,0.5529999999999999,1977 5213,720202008,Existing Customer,47,F,5,Unknown,Single,$40K - $60K,Blue,40,4,3,4,3888.0,2517,1371.0,0.6409999999999999,4377 5214,714483033,Existing Customer,45,F,5,Unknown,Married,Unknown,Blue,40,3,2,2,14728.0,0,14728.0,0.708,4660 5215,711468708,Attrited Customer,38,F,4,High School,Single,$40K - $60K,Blue,31,4,3,2,1438.3,0,1438.3,0.406,1986 5216,821724483,Attrited Customer,48,M,4,Unknown,Single,$40K - $60K,Blue,43,2,3,2,11272.0,1744,9528.0,0.34700000000000003,1455 5217,716402508,Existing Customer,49,F,3,Graduate,Unknown,Less than $40K,Blue,36,4,3,3,2705.0,1681,1024.0,0.5770000000000001,4265 5218,721189008,Existing Customer,41,M,4,Graduate,Married,$80K - $120K,Blue,27,4,2,4,12270.0,0,12270.0,0.5429999999999999,4578 5219,712867983,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,43,6,1,4,3006.0,633,2373.0,0.733,5177 5220,713814408,Existing Customer,39,M,2,Uneducated,Single,$80K - $120K,Blue,36,6,2,4,7901.0,1184,6717.0,0.863,3667 5221,716671983,Existing Customer,38,M,0,High School,Single,$80K - $120K,Blue,29,3,3,2,5983.0,1885,4098.0,0.601,4141 5222,708252108,Existing Customer,64,M,0,College,Single,$40K - $60K,Blue,53,6,3,2,7362.0,1907,5455.0,0.693,4065 5223,717212958,Existing Customer,55,M,2,Doctorate,Single,$80K - $120K,Blue,36,6,3,3,3046.0,2415,631.0,0.49200000000000005,3153 5224,713048733,Existing Customer,50,M,2,Uneducated,Married,$120K +,Blue,40,3,1,1,34516.0,1871,32645.0,0.35600000000000004,4054 5225,779841483,Attrited Customer,55,F,1,Doctorate,Married,Unknown,Blue,39,1,3,3,12972.0,1424,11548.0,0.525,2238 5226,710701233,Existing Customer,44,F,5,Graduate,Single,Unknown,Blue,37,3,1,1,17785.0,1259,16526.0,0.8059999999999999,3890 5227,718837683,Existing Customer,55,M,2,High School,Single,$120K +,Blue,49,6,3,4,3029.0,1505,1524.0,0.56,2394 5228,718127958,Existing Customer,58,M,0,Graduate,Divorced,Unknown,Blue,36,4,2,2,9097.0,1656,7441.0,0.813,4174 5229,718685358,Existing Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,44,6,1,4,1438.3,0,1438.3,0.8270000000000001,4488 5230,771559158,Existing Customer,58,M,3,Uneducated,Unknown,$80K - $120K,Blue,46,3,1,3,2375.0,1163,1212.0,0.917,4769 5231,710138883,Attrited Customer,47,F,3,Graduate,Unknown,Less than $40K,Blue,36,5,2,2,8109.0,0,8109.0,0.601,1835 5232,711197658,Existing Customer,53,F,1,Post-Graduate,Single,$40K - $60K,Blue,43,5,1,0,2618.0,2026,592.0,0.669,4198 5233,709045683,Existing Customer,42,F,3,Uneducated,Married,Unknown,Blue,30,3,2,1,3549.0,0,3549.0,0.584,3921 5234,708272808,Existing Customer,45,M,5,Graduate,Single,Less than $40K,Blue,36,4,2,1,2718.0,1474,1244.0,0.71,3542 5235,720292983,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,51,6,1,2,2230.0,1796,434.0,0.637,4929 5236,709112508,Attrited Customer,42,F,3,College,Single,Less than $40K,Blue,36,3,3,4,3802.0,1300,2502.0,0.627,2165 5237,712840608,Existing Customer,55,F,2,Uneducated,Married,Less than $40K,Blue,43,6,2,3,2736.0,993,1743.0,1.06,4078 5238,788920308,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,37,3,2,1,2258.0,1250,1008.0,0.611,4368 5239,718160358,Attrited Customer,51,F,1,Graduate,Married,Less than $40K,Blue,39,5,3,2,1438.3,0,1438.3,0.885,2492 5240,719325783,Attrited Customer,65,M,2,Unknown,Single,Less than $40K,Blue,36,4,2,3,2954.0,2517,437.0,0.619,1909 5241,712885533,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,31,6,3,2,11882.0,1472,10410.0,0.413,3291 5242,719268333,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,36,5,3,4,1438.3,0,1438.3,0.929,4205 5243,721004133,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,25,6,2,2,1438.3,538,900.3,0.675,4093 5244,714103908,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,36,4,2,2,2778.0,743,2035.0,0.812,4515 5245,771502383,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,42,3,5,4,2474.0,1539,935.0,0.649,4884 5246,713014533,Existing Customer,54,F,3,Unknown,Single,$40K - $60K,Blue,43,6,3,4,5632.0,1596,4036.0,0.951,3557 5247,713980383,Attrited Customer,49,F,3,Graduate,Single,Unknown,Blue,38,1,2,4,11025.0,0,11025.0,0.501,1902 5248,711294258,Existing Customer,43,F,1,Graduate,Single,Less than $40K,Blue,38,3,3,3,2642.0,2377,265.0,0.8290000000000001,4780 5249,719954733,Existing Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,28,5,6,3,30357.0,1255,29102.0,0.7879999999999999,4435 5250,711561933,Existing Customer,57,F,1,Uneducated,Divorced,Less than $40K,Blue,47,6,6,1,2201.0,1420,781.0,0.762,4256 5251,826077033,Attrited Customer,46,F,2,Unknown,Married,Less than $40K,Blue,42,1,0,4,2002.0,0,2002.0,0.8029999999999999,2423 5252,711555483,Existing Customer,43,F,3,High School,Unknown,Unknown,Blue,36,3,3,2,8777.0,2517,6260.0,0.696,4551 5253,715194183,Attrited Customer,53,F,2,Unknown,Single,Less than $40K,Blue,36,3,3,4,2575.0,411,2164.0,0.833,2423 5254,716929233,Existing Customer,43,F,3,Post-Graduate,Single,$40K - $60K,Blue,24,3,3,4,5182.0,1607,3575.0,0.8740000000000001,5235 5255,709014558,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,42,3,3,2,3783.0,0,3783.0,0.59,4383 5256,710636208,Existing Customer,51,M,3,Uneducated,Married,$120K +,Blue,40,3,5,3,34516.0,0,34516.0,0.922,3847 5257,815525508,Existing Customer,46,F,3,High School,Unknown,Less than $40K,Blue,41,2,1,4,1515.0,0,1515.0,0.8190000000000001,3894 5258,718746933,Existing Customer,56,F,3,High School,Married,Less than $40K,Blue,47,6,3,4,2865.0,2022,843.0,0.547,3441 5259,715686183,Existing Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,34,6,2,1,2711.0,0,2711.0,0.636,4795 5260,741778458,Existing Customer,54,F,2,Unknown,Single,Less than $40K,Blue,47,3,2,3,2341.0,1550,791.0,0.6559999999999999,3406 5261,801056358,Existing Customer,51,M,1,High School,Single,$80K - $120K,Blue,45,6,1,3,13287.0,1864,11423.0,0.603,3851 5262,709486158,Existing Customer,33,F,3,Graduate,Married,Less than $40K,Blue,20,5,1,3,1438.3,0,1438.3,0.8959999999999999,4530 5263,713826183,Attrited Customer,41,M,3,High School,Unknown,$40K - $60K,Blue,33,4,3,4,1639.0,0,1639.0,0.48100000000000004,2242 5264,803342358,Existing Customer,55,M,3,Graduate,Married,$60K - $80K,Blue,49,3,1,4,5668.0,2517,3151.0,0.7040000000000001,3382 5265,780292683,Attrited Customer,55,M,1,Uneducated,Single,$120K +,Blue,41,3,4,4,24542.0,2354,22188.0,0.314,984 5266,788646858,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,29,6,3,1,1959.0,1268,691.0,0.731,4275 5267,711116133,Attrited Customer,50,F,1,Uneducated,Single,Less than $40K,Blue,37,3,2,4,1838.0,0,1838.0,0.743,2461 5268,708584208,Attrited Customer,36,F,2,Graduate,Unknown,Less than $40K,Blue,36,5,2,4,3111.0,2517,594.0,0.6459999999999999,2367 5269,789097833,Existing Customer,39,F,0,High School,Single,Less than $40K,Blue,27,4,3,3,3927.0,720,3207.0,0.63,4230 5270,709443633,Existing Customer,38,F,1,Uneducated,Married,Less than $40K,Blue,26,5,1,1,4345.0,838,3507.0,0.593,4770 5271,767280633,Existing Customer,46,F,2,Graduate,Unknown,Less than $40K,Blue,39,5,2,2,3003.0,1454,1549.0,0.595,4378 5272,713096583,Attrited Customer,40,F,1,High School,Single,Less than $40K,Blue,36,4,3,2,1438.3,544,894.3,0.5429999999999999,2294 5273,721033908,Existing Customer,58,M,1,Uneducated,Single,$60K - $80K,Blue,46,6,3,1,2541.0,1053,1488.0,0.9259999999999999,4552 5274,756025233,Attrited Customer,43,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,2,2422.0,1014,1408.0,0.688,2437 5275,711977508,Attrited Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,43,1,2,4,1440.0,1211,229.0,0.465,2141 5276,772076208,Existing Customer,58,M,4,College,Single,$80K - $120K,Blue,47,6,3,0,26108.0,1146,24962.0,0.47600000000000003,3677 5277,710666583,Attrited Customer,29,F,1,Uneducated,Single,Less than $40K,Blue,36,3,2,4,2516.0,2312,204.0,0.625,2321 5278,712369308,Attrited Customer,48,F,4,Doctorate,Divorced,$40K - $60K,Blue,35,4,3,2,3646.0,1047,2599.0,0.633,1969 5279,794784633,Existing Customer,61,F,0,Uneducated,Single,$40K - $60K,Blue,55,6,1,2,2214.0,2123,91.0,0.64,4478 5280,716437533,Existing Customer,51,M,2,College,Single,$80K - $120K,Blue,43,5,3,3,11862.0,0,11862.0,0.52,4101 5281,715109508,Existing Customer,44,F,3,College,Married,Unknown,Blue,36,3,1,4,8729.0,1427,7302.0,0.8290000000000001,5347 5282,795392433,Existing Customer,35,F,2,Uneducated,Single,Unknown,Blue,29,3,1,1,2423.0,0,2423.0,0.6629999999999999,4651 5283,712721358,Attrited Customer,48,F,3,Uneducated,Divorced,Less than $40K,Blue,36,5,3,2,4073.0,2517,1556.0,0.575,2059 5284,720118908,Existing Customer,26,M,0,Graduate,Married,Less than $40K,Blue,36,5,2,4,9916.0,0,9916.0,0.7929999999999999,3477 5285,799486158,Existing Customer,39,F,1,Graduate,Married,Less than $40K,Blue,29,4,2,4,1438.3,949,489.3,0.736,4222 5286,718980633,Existing Customer,38,M,2,College,Married,$80K - $120K,Blue,36,3,3,3,6452.0,1151,5301.0,0.884,4835 5287,717336408,Attrited Customer,51,F,1,Doctorate,Single,Less than $40K,Blue,45,5,3,1,1952.0,1411,541.0,0.642,2452 5288,709546608,Existing Customer,37,F,2,Uneducated,Married,Less than $40K,Blue,36,6,5,4,1438.3,647,791.3,0.889,4803 5289,823624158,Existing Customer,53,F,2,Doctorate,Single,Unknown,Blue,49,3,2,2,4500.0,0,4500.0,0.7609999999999999,4579 5290,771688983,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,41,4,1,2,2252.0,1811,441.0,0.68,4201 5291,708701358,Existing Customer,39,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,3,2370.0,2031,339.0,0.889,4000 5292,712048008,Existing Customer,56,F,4,High School,Single,$40K - $60K,Blue,44,3,2,2,2610.0,1988,622.0,0.5760000000000001,4127 5293,710712783,Existing Customer,52,F,4,Unknown,Married,Less than $40K,Blue,41,3,3,3,2294.0,1787,507.0,0.748,3904 5294,716626008,Existing Customer,51,F,2,Graduate,Divorced,Unknown,Blue,36,4,3,4,5062.0,1659,3403.0,0.836,4243 5295,718284408,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Blue,30,5,2,2,2415.0,1452,963.0,0.609,3970 5296,717414933,Existing Customer,51,F,1,High School,Single,Less than $40K,Blue,45,3,3,3,2918.0,2049,869.0,0.501,3818 5297,713032233,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,36,5,1,4,2708.0,2271,437.0,0.61,4812 5298,714234858,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,5,1,4,3666.0,1739,1927.0,0.779,4735 5299,714818058,Existing Customer,36,F,4,High School,Married,$40K - $60K,Blue,30,3,3,1,1438.3,0,1438.3,0.71,4591 5300,708731658,Attrited Customer,53,F,0,High School,Married,Less than $40K,Blue,41,3,3,4,1438.3,0,1438.3,0.387,1587 5301,708706833,Attrited Customer,39,F,3,Uneducated,Divorced,Unknown,Blue,36,4,3,3,2809.0,0,2809.0,0.8540000000000001,2466 5302,780100533,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,31,5,2,4,26303.0,2376,23927.0,0.583,3586 5303,711712983,Existing Customer,56,M,2,Graduate,Single,$80K - $120K,Blue,46,6,2,3,15982.0,0,15982.0,0.687,4503 5304,712549758,Existing Customer,40,F,4,Graduate,Married,Unknown,Blue,25,6,2,1,25060.0,0,25060.0,0.758,3749 5305,713348433,Existing Customer,42,F,3,High School,Single,$40K - $60K,Blue,29,6,3,2,1545.0,751,794.0,0.551,4477 5306,820599333,Existing Customer,43,F,5,Graduate,Single,Less than $40K,Blue,38,6,2,2,1438.3,604,834.3,0.7709999999999999,4469 5307,787261008,Existing Customer,43,M,1,Post-Graduate,Unknown,$60K - $80K,Blue,37,4,3,4,4112.0,1128,2984.0,0.5870000000000001,4446 5308,778343958,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,27,3,3,0,1451.0,0,1451.0,0.5,3866 5309,788407833,Existing Customer,49,F,4,Graduate,Single,Unknown,Blue,42,5,3,2,16424.0,1368,15056.0,0.55,4025 5310,760807608,Existing Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,41,5,3,4,2340.0,1680,660.0,0.7909999999999999,4751 5311,771108933,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,34,5,3,4,1926.0,879,1047.0,0.536,4385 5312,715954158,Attrited Customer,48,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,3,2,4,2954.0,931,2023.0,0.575,2433 5313,715499058,Attrited Customer,36,F,2,High School,Married,$40K - $60K,Blue,36,4,3,2,1848.0,0,1848.0,0.9059999999999999,2775 5314,717995958,Existing Customer,47,F,3,Unknown,Married,Unknown,Blue,38,5,1,4,1634.0,1463,171.0,0.873,4397 5315,718736883,Existing Customer,49,F,3,Uneducated,Single,Less than $40K,Blue,36,4,1,4,4328.0,2058,2270.0,0.835,3421 5316,721045608,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,32,6,3,3,2943.0,2131,812.0,0.597,4554 5317,715215108,Existing Customer,54,F,2,Unknown,Married,Less than $40K,Blue,46,4,3,3,2611.0,1573,1038.0,0.902,4899 5318,795823383,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,37,5,1,3,2419.0,0,2419.0,0.762,3888 5319,718338708,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,38,5,2,2,5481.0,0,5481.0,0.784,3380 5320,713588958,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,25,4,1,1,2129.0,1507,622.0,0.636,3655 5321,710120358,Existing Customer,40,M,3,Unknown,Married,$60K - $80K,Blue,27,6,2,4,9026.0,2312,6714.0,0.561,2229 5322,809582058,Existing Customer,48,M,2,Unknown,Unknown,$40K - $60K,Blue,43,5,2,2,1761.0,1249,512.0,0.9359999999999999,4410 5323,709199358,Attrited Customer,60,M,1,Uneducated,Married,Less than $40K,Blue,36,1,3,4,3316.0,0,3316.0,0.37200000000000005,1684 5324,821889858,Attrited Customer,50,F,1,Doctorate,Single,Unknown,Blue,46,6,4,3,1970.0,1477,493.0,0.662,2493 5325,815324433,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,41,6,3,1,1438.3,0,1438.3,0.9209999999999999,4200 5326,793656633,Existing Customer,35,F,3,Uneducated,Married,Unknown,Blue,29,3,3,1,2278.0,1303,975.0,0.645,5101 5327,713246208,Existing Customer,65,M,1,Unknown,Single,$40K - $60K,Blue,56,6,2,4,13364.0,1318,12046.0,1.063,4548 5328,711493158,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,36,5,2,2,2801.0,2467,334.0,0.701,4926 5329,721163133,Existing Customer,44,M,2,Graduate,Single,Unknown,Blue,36,6,3,1,28292.0,0,28292.0,0.542,3948 5330,826417233,Existing Customer,35,F,4,College,Married,Less than $40K,Blue,31,3,3,4,2933.0,1011,1922.0,0.8140000000000001,5089 5331,711619608,Existing Customer,45,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,2,21630.0,0,21630.0,0.804,4584 5332,712244733,Existing Customer,56,F,1,Unknown,Married,Less than $40K,Blue,45,4,1,2,3132.0,2230,902.0,0.78,4412 5333,709638783,Existing Customer,50,F,1,High School,Married,$40K - $60K,Blue,43,4,3,4,2961.0,2048,913.0,0.9129999999999999,4056 5334,720296808,Attrited Customer,52,F,3,Graduate,Married,Unknown,Blue,39,3,3,2,4173.0,1771,2402.0,0.711,2554 5335,718926258,Existing Customer,37,F,1,High School,Single,Unknown,Blue,28,4,3,2,2458.0,642,1816.0,0.6659999999999999,4627 5336,714706083,Existing Customer,44,M,2,College,Married,$60K - $80K,Blue,36,5,3,4,12229.0,997,11232.0,0.8109999999999999,4284 5337,721473783,Existing Customer,35,F,3,Graduate,Married,Less than $40K,Blue,21,3,1,1,2272.0,604,1668.0,0.987,4614 5338,712230408,Existing Customer,42,M,4,Uneducated,Married,$120K +,Blue,37,3,2,4,6953.0,1445,5508.0,0.591,3700 5339,716186883,Existing Customer,48,F,4,College,Married,$40K - $60K,Blue,37,3,6,2,1792.0,933,859.0,0.821,4120 5340,715204083,Existing Customer,47,F,4,Doctorate,Single,Less than $40K,Blue,36,3,2,2,2765.0,901,1864.0,0.898,4990 5341,709283358,Attrited Customer,43,F,4,Unknown,Married,Less than $40K,Blue,29,6,2,3,2895.0,0,2895.0,0.6629999999999999,2473 5342,817887408,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,34,3,1,4,6904.0,1148,5756.0,0.649,3485 5343,789481233,Attrited Customer,39,M,2,High School,Married,$40K - $60K,Blue,30,5,3,3,2220.0,0,2220.0,0.872,2859 5344,718184883,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,34,5,2,2,1495.0,0,1495.0,0.802,3878 5345,821157183,Existing Customer,42,F,5,Unknown,Married,Less than $40K,Blue,37,5,2,3,2541.0,1398,1143.0,0.635,4698 5346,709837308,Existing Customer,34,F,3,Graduate,Single,Unknown,Blue,19,6,1,2,7531.0,0,7531.0,1.0070000000000001,3833 5347,779491908,Existing Customer,47,F,4,Post-Graduate,Unknown,Unknown,Blue,29,5,2,1,8644.0,1391,7253.0,0.8959999999999999,4272 5348,718399233,Existing Customer,43,F,4,College,Single,$40K - $60K,Blue,36,6,3,1,1531.0,0,1531.0,0.7040000000000001,4152 5349,779447358,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,32,3,3,4,2884.0,2104,780.0,0.857,4486 5350,710661333,Attrited Customer,55,F,2,Unknown,Single,Unknown,Blue,36,4,3,2,10241.0,1545,8696.0,0.581,2513 5351,789114408,Existing Customer,50,F,1,Post-Graduate,Single,$40K - $60K,Blue,38,3,1,4,4182.0,0,4182.0,0.853,4693 5352,710570058,Attrited Customer,44,F,1,Graduate,Single,Less than $40K,Blue,25,3,2,4,3101.0,0,3101.0,0.66,2512 5353,712681608,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,36,5,4,2,4542.0,1355,3187.0,0.48,4011 5354,709086933,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,22,4,2,4,3372.0,2517,855.0,0.7290000000000001,4209 5355,709179708,Existing Customer,40,M,2,Graduate,Divorced,$60K - $80K,Blue,36,3,1,2,3099.0,0,3099.0,0.72,3622 5356,711206958,Existing Customer,41,F,3,High School,Divorced,Unknown,Blue,31,3,1,2,2416.0,1305,1111.0,0.93,4163 5357,823928058,Existing Customer,52,F,2,Uneducated,Married,Less than $40K,Blue,48,3,2,4,5299.0,578,4721.0,0.9309999999999999,4509 5358,796330983,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,35,3,1,4,2138.0,1283,855.0,0.645,4785 5359,771284658,Attrited Customer,47,F,1,Unknown,Married,Less than $40K,Blue,35,6,2,4,1850.0,896,954.0,0.7240000000000001,2613 5360,779307558,Existing Customer,53,F,1,College,Unknown,$40K - $60K,Blue,35,4,3,3,3585.0,0,3585.0,0.782,4806 5361,788846508,Existing Customer,48,F,4,Uneducated,Married,$40K - $60K,Blue,32,6,1,3,2690.0,1903,787.0,0.8240000000000001,4567 5362,783500283,Existing Customer,62,M,0,Graduate,Unknown,$80K - $120K,Blue,56,5,3,2,29100.0,1228,27872.0,0.722,5041 5363,802247658,Attrited Customer,59,M,2,Uneducated,Single,$40K - $60K,Blue,53,4,5,4,2699.0,2422,277.0,0.773,2599 5364,795573333,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,35,6,2,1,8376.0,1165,7211.0,0.888,4142 5365,721366308,Existing Customer,50,M,3,Unknown,Single,$40K - $60K,Blue,39,4,3,1,13509.0,2060,11449.0,0.7290000000000001,3702 5366,720377433,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,4,2396.0,2217,179.0,0.978,4593 5367,711243108,Existing Customer,50,M,1,Doctorate,Married,$80K - $120K,Blue,36,5,3,3,18964.0,2207,16757.0,0.625,3835 5368,789351783,Existing Customer,40,F,5,Graduate,Married,Less than $40K,Blue,30,3,2,2,2114.0,1618,496.0,0.664,4518 5369,719699208,Existing Customer,39,F,4,Uneducated,Single,Less than $40K,Blue,36,5,3,4,1623.0,729,894.0,0.8859999999999999,4423 5370,720774183,Existing Customer,40,F,1,High School,Divorced,Less than $40K,Blue,30,6,2,1,2579.0,1959,620.0,0.618,4300 5371,713590158,Attrited Customer,41,M,4,Graduate,Single,$60K - $80K,Blue,34,5,2,4,5045.0,2080,2965.0,0.738,2042 5372,715547058,Attrited Customer,35,F,0,Graduate,Married,Less than $40K,Blue,36,4,3,4,2089.0,0,2089.0,0.871,2707 5373,815596608,Existing Customer,48,F,5,Uneducated,Married,$40K - $60K,Blue,43,4,1,3,2866.0,921,1945.0,0.654,4615 5374,718921683,Existing Customer,49,M,4,Unknown,Married,$80K - $120K,Blue,38,6,6,3,9738.0,1835,7903.0,0.763,4816 5375,720031908,Existing Customer,55,M,2,Doctorate,Married,$60K - $80K,Blue,36,5,1,1,4370.0,0,4370.0,0.7909999999999999,4326 5376,716716083,Existing Customer,58,M,3,Unknown,Single,$80K - $120K,Blue,36,6,2,3,3355.0,1878,1477.0,0.725,4578 5377,819969933,Existing Customer,43,F,2,High School,Single,$40K - $60K,Blue,38,4,2,2,5070.0,0,5070.0,0.67,4193 5378,714382608,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,36,4,2,0,2572.0,1161,1411.0,0.569,4315 5379,720092283,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,31,4,2,3,2016.0,978,1038.0,0.736,4379 5380,720531633,Attrited Customer,55,F,1,Graduate,Unknown,Less than $40K,Blue,36,4,2,2,3552.0,2517,1035.0,0.865,2665 5381,718508883,Attrited Customer,43,F,3,Unknown,Single,Less than $40K,Blue,36,6,3,3,2325.0,238,2087.0,0.64,2306 5382,708794133,Existing Customer,46,F,4,High School,Unknown,Less than $40K,Blue,37,3,1,4,2533.0,2136,397.0,0.757,3197 5383,713447583,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,36,5,3,2,3871.0,2055,1816.0,0.8240000000000001,5480 5384,716107158,Attrited Customer,32,F,0,Graduate,Single,Less than $40K,Blue,20,5,1,5,3983.0,431,3552.0,0.887,3098 5385,712713108,Existing Customer,61,F,0,Graduate,Married,Unknown,Blue,36,6,2,3,2035.0,1883,152.0,0.955,4802 5386,719245083,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,39,4,3,4,1773.0,1539,234.0,0.893,4087 5387,708269583,Existing Customer,42,F,3,Uneducated,Divorced,Less than $40K,Blue,28,6,2,4,2029.0,1377,652.0,0.838,4014 5388,720234708,Attrited Customer,45,M,2,High School,Single,$120K +,Blue,33,6,3,2,15490.0,0,15490.0,0.742,2429 5389,709436883,Existing Customer,56,F,2,Uneducated,Single,$40K - $60K,Blue,48,6,2,2,2941.0,1619,1322.0,0.9,5000 5390,714140133,Existing Customer,42,F,4,Graduate,Unknown,Less than $40K,Blue,32,3,1,2,2314.0,1547,767.0,0.804,4678 5391,716136333,Attrited Customer,40,F,4,Uneducated,Single,Less than $40K,Blue,24,5,2,1,4212.0,2517,1695.0,0.718,2725 5392,715031433,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,36,6,3,3,6248.0,1493,4755.0,0.597,4664 5393,810667158,Existing Customer,40,M,2,High School,Divorced,$40K - $60K,Blue,35,3,1,1,2430.0,974,1456.0,0.677,4344 5394,715253433,Existing Customer,48,M,4,Unknown,Single,$80K - $120K,Blue,38,5,2,3,5543.0,1372,4171.0,0.7440000000000001,5266 5395,809937933,Existing Customer,42,F,3,Graduate,Married,$40K - $60K,Blue,37,4,3,2,2470.0,2013,457.0,0.97,4384 5396,708997833,Existing Customer,49,F,4,Doctorate,Single,$40K - $60K,Blue,39,5,3,1,3255.0,603,2652.0,0.617,4045 5397,718296558,Attrited Customer,44,F,4,Unknown,Married,$40K - $60K,Blue,31,4,3,5,1691.0,1327,364.0,0.774,2345 5398,780086658,Attrited Customer,43,M,4,Doctorate,Unknown,$60K - $80K,Blue,28,3,2,4,18229.0,0,18229.0,0.544,2060 5399,708754833,Existing Customer,48,F,3,Uneducated,Single,Unknown,Blue,40,3,4,4,2827.0,1182,1645.0,0.902,4583 5400,788638908,Existing Customer,43,F,2,Graduate,Divorced,Less than $40K,Blue,30,4,2,4,2351.0,2127,224.0,0.703,4278 5401,715607958,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,36,6,1,3,4202.0,2201,2001.0,0.7140000000000001,4385 5402,708515358,Existing Customer,40,F,1,High School,Married,Less than $40K,Blue,36,6,3,2,4712.0,0,4712.0,0.84,4216 5403,716357058,Existing Customer,53,M,3,Uneducated,Single,$80K - $120K,Blue,36,4,3,1,2611.0,787,1824.0,0.298,2955 5404,714569958,Existing Customer,38,F,2,Unknown,Single,Less than $40K,Blue,28,6,2,1,3206.0,2459,747.0,0.696,3852 5405,716822583,Existing Customer,39,F,2,High School,Single,Less than $40K,Blue,36,4,2,3,5245.0,802,4443.0,0.504,3648 5406,721109358,Existing Customer,39,M,3,High School,Married,$60K - $80K,Blue,27,6,2,1,2583.0,0,2583.0,0.7809999999999999,4162 5407,827635083,Existing Customer,59,F,0,Graduate,Unknown,Unknown,Blue,55,4,3,3,1438.3,755,683.3,0.62,4222 5408,715492983,Existing Customer,40,M,3,Post-Graduate,Married,$120K +,Blue,36,4,2,4,7464.0,2517,4947.0,0.9,4348 5409,712234308,Existing Customer,54,F,3,Graduate,Married,Unknown,Blue,36,6,1,2,4928.0,1805,3123.0,0.6409999999999999,4767 5410,708334158,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,34,4,2,4,9863.0,686,9177.0,0.581,3068 5411,812488608,Existing Customer,44,F,3,College,Unknown,Less than $40K,Blue,39,6,1,3,5024.0,2209,2815.0,0.66,4908 5412,793345008,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,38,4,1,3,1438.3,0,1438.3,0.8009999999999999,4287 5413,715487733,Attrited Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,36,6,3,3,1452.0,0,1452.0,0.5529999999999999,2287 5414,788856408,Existing Customer,50,F,5,Uneducated,Married,Unknown,Blue,34,5,5,2,3317.0,1041,2276.0,0.9229999999999999,4264 5415,708154833,Attrited Customer,39,F,2,Graduate,Single,Less than $40K,Blue,27,1,3,3,1438.3,811,627.3,0.5710000000000001,2336 5416,721147383,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,22,4,2,4,2448.0,1740,708.0,0.9009999999999999,4087 5417,803973483,Existing Customer,49,F,3,Unknown,Single,Less than $40K,Blue,44,4,2,4,1546.0,0,1546.0,0.7929999999999999,4496 5418,788941983,Attrited Customer,36,F,3,Graduate,Single,$40K - $60K,Blue,22,1,3,1,2013.0,0,2013.0,0.602,2425 5419,715603233,Existing Customer,53,F,3,Uneducated,Married,$40K - $60K,Blue,42,6,1,2,2293.0,1460,833.0,0.6579999999999999,4436 5420,709945458,Existing Customer,52,M,3,Uneducated,Single,$60K - $80K,Blue,40,3,1,1,1438.3,512,926.3,0.7759999999999999,4791 5421,714614133,Attrited Customer,53,F,3,Unknown,Married,Less than $40K,Blue,36,3,3,3,2819.0,0,2819.0,0.4,2128 5422,768167358,Existing Customer,37,M,4,Doctorate,Single,$60K - $80K,Blue,31,6,3,0,1702.0,1018,684.0,0.645,4301 5423,737967708,Existing Customer,52,F,1,Unknown,Married,$40K - $60K,Blue,45,5,1,1,1611.0,938,673.0,0.601,4087 5424,712920633,Existing Customer,49,F,2,Unknown,Married,$40K - $60K,Blue,35,4,1,1,1438.3,0,1438.3,0.618,4348 5425,780373233,Existing Customer,39,F,4,Unknown,Single,Less than $40K,Blue,29,5,3,0,2863.0,1940,923.0,0.823,4985 5426,721384308,Existing Customer,39,F,1,Uneducated,Married,$40K - $60K,Blue,36,4,1,4,3272.0,2323,949.0,1.123,4763 5427,712242633,Existing Customer,42,F,2,Unknown,Single,Less than $40K,Blue,36,6,1,4,2677.0,2517,160.0,0.609,3911 5428,713610933,Existing Customer,40,F,2,Uneducated,Married,Less than $40K,Blue,26,3,2,1,2708.0,0,2708.0,0.5720000000000001,4277 5429,714257958,Existing Customer,41,F,3,Doctorate,Single,Less than $40K,Blue,31,4,2,1,1738.0,0,1738.0,0.654,4220 5430,772172883,Existing Customer,46,F,2,Uneducated,Unknown,$40K - $60K,Blue,35,6,2,1,6145.0,1349,4796.0,0.971,4893 5431,720204558,Existing Customer,45,F,2,High School,Married,Less than $40K,Blue,36,4,1,3,1640.0,999,641.0,0.8109999999999999,4597 5432,779635533,Existing Customer,38,F,3,Graduate,Single,Unknown,Blue,21,5,1,3,2348.0,1028,1320.0,0.469,5125 5433,804658833,Existing Customer,53,F,3,Unknown,Married,Less than $40K,Blue,48,5,1,2,1657.0,0,1657.0,0.664,4068 5434,756691608,Existing Customer,37,F,3,Graduate,Married,Unknown,Blue,30,5,3,3,4554.0,780,3774.0,0.6579999999999999,4816 5435,806219808,Existing Customer,52,M,3,College,Unknown,$120K +,Blue,47,5,6,3,5119.0,1972,3147.0,0.835,5146 5436,826266483,Existing Customer,39,F,2,College,Single,Unknown,Blue,35,6,2,2,10600.0,598,10002.0,0.843,4586 5437,775152708,Attrited Customer,49,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,39,2,3,4,20769.0,901,19868.0,0.371,1835 5438,787596558,Existing Customer,50,M,1,Uneducated,Married,$120K +,Blue,23,5,2,1,7116.0,981,6135.0,0.858,4748 5439,803205258,Existing Customer,51,F,3,Graduate,Single,Unknown,Blue,45,4,3,4,2420.0,2379,41.0,0.741,4348 5440,716041908,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,43,5,2,4,2082.0,805,1277.0,1.0490000000000002,4383 5441,708837858,Existing Customer,44,F,4,Doctorate,Unknown,Less than $40K,Blue,34,5,2,2,2718.0,1718,1000.0,0.679,4423 5442,828227433,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,46,6,2,4,5626.0,778,4848.0,1.0090000000000001,4957 5443,714487458,Attrited Customer,49,F,5,Graduate,Divorced,$40K - $60K,Blue,40,6,4,2,2920.0,0,2920.0,0.516,2306 5444,711390333,Attrited Customer,59,M,0,Post-Graduate,Married,$80K - $120K,Blue,46,5,4,2,6526.0,489,6037.0,0.6779999999999999,2331 5445,787974108,Attrited Customer,37,F,1,High School,Single,$40K - $60K,Blue,27,4,2,2,1793.0,792,1001.0,0.723,2374 5446,714036258,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,36,4,1,4,2798.0,1963,835.0,0.805,4255 5447,788752833,Existing Customer,52,F,2,High School,Divorced,Less than $40K,Blue,32,6,3,4,2427.0,1581,846.0,0.6940000000000001,3857 5448,773108958,Existing Customer,55,F,2,Uneducated,Married,$40K - $60K,Blue,48,4,1,1,3011.0,2138,873.0,0.565,4439 5449,782437008,Existing Customer,41,F,3,College,Married,Unknown,Blue,35,6,2,4,2255.0,1769,486.0,0.767,4717 5450,710729358,Attrited Customer,40,F,2,High School,Single,Unknown,Blue,30,6,3,4,6479.0,0,6479.0,0.946,2539 5451,827423433,Existing Customer,41,F,4,Graduate,Divorced,Less than $40K,Blue,37,5,1,4,7492.0,1399,6093.0,0.5329999999999999,3668 5452,756919683,Existing Customer,48,F,2,Unknown,Married,Less than $40K,Blue,41,6,1,3,3632.0,1294,2338.0,0.924,4339 5453,779219208,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,28,5,1,3,1744.0,0,1744.0,0.7020000000000001,4811 5454,712342833,Existing Customer,52,F,2,Graduate,Married,Unknown,Blue,36,5,3,1,5905.0,2248,3657.0,0.728,4042 5455,721121283,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,24,4,1,4,2573.0,1280,1293.0,0.718,4289 5456,790006383,Existing Customer,45,M,0,Unknown,Married,$80K - $120K,Blue,37,4,3,2,9654.0,2035,7619.0,0.648,4221 5457,756989583,Existing Customer,41,M,4,Graduate,Unknown,$40K - $60K,Blue,24,4,2,2,1605.0,0,1605.0,0.637,4418 5458,717477783,Attrited Customer,49,F,4,Unknown,Single,Less than $40K,Silver,37,1,2,2,10195.0,2389,7806.0,0.42700000000000005,1563 5459,716614683,Existing Customer,49,M,3,College,Single,$60K - $80K,Gold,36,5,3,1,34516.0,1255,33261.0,0.731,3847 5460,789942033,Attrited Customer,43,M,4,Graduate,Single,$60K - $80K,Blue,34,5,3,3,10573.0,0,10573.0,0.794,2237 5461,740784258,Existing Customer,47,F,2,College,Single,Less than $40K,Blue,40,4,3,3,1789.0,1088,701.0,0.6829999999999999,4191 5462,711336033,Existing Customer,26,F,0,Unknown,Single,Unknown,Blue,36,3,3,2,7595.0,1032,6563.0,1.035,4080 5463,768141558,Existing Customer,51,M,3,College,Single,$40K - $60K,Blue,45,4,3,0,3272.0,1896,1376.0,0.725,4220 5464,717179508,Existing Customer,33,F,0,Graduate,Single,Less than $40K,Blue,26,6,1,3,2382.0,1565,817.0,0.73,4011 5465,716520033,Existing Customer,52,M,2,Post-Graduate,Married,$80K - $120K,Blue,36,6,4,1,1981.0,1448,533.0,0.723,4639 5466,783625008,Existing Customer,51,M,2,Post-Graduate,Single,$120K +,Blue,45,4,2,2,22294.0,0,22294.0,0.647,3444 5467,769330908,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,43,5,3,4,2574.0,1555,1019.0,0.583,4134 5468,789396783,Existing Customer,30,F,0,High School,Single,Less than $40K,Blue,20,3,3,4,2112.0,1109,1003.0,0.693,4729 5469,709310433,Existing Customer,65,F,0,Unknown,Single,Less than $40K,Blue,56,3,2,2,5441.0,812,4629.0,0.534,4480 5470,713094483,Existing Customer,43,F,3,Unknown,Married,$40K - $60K,Blue,32,3,2,4,4391.0,0,4391.0,0.757,4741 5471,770753733,Existing Customer,42,F,5,College,Single,Less than $40K,Blue,28,4,3,2,3044.0,1865,1179.0,0.852,4854 5472,712659408,Existing Customer,57,M,1,High School,Married,$40K - $60K,Blue,45,3,3,2,2721.0,2159,562.0,0.846,4578 5473,768475383,Existing Customer,62,F,0,Unknown,Single,$40K - $60K,Blue,56,6,1,2,4467.0,0,4467.0,0.888,4007 5474,779655183,Existing Customer,48,M,4,College,Single,$80K - $120K,Blue,31,6,1,3,5033.0,0,5033.0,0.597,4054 5475,711278283,Existing Customer,61,F,1,High School,Unknown,Less than $40K,Blue,50,5,1,2,8604.0,1075,7529.0,0.46399999999999997,4705 5476,713345508,Existing Customer,43,F,2,High School,Single,Less than $40K,Blue,36,4,3,2,2325.0,1662,663.0,0.8,4471 5477,711379083,Existing Customer,60,F,0,Doctorate,Single,Less than $40K,Blue,42,5,3,3,2758.0,1429,1329.0,0.718,5124 5478,789144633,Existing Customer,45,M,1,Graduate,Married,$80K - $120K,Blue,34,3,2,2,9705.0,850,8855.0,0.48100000000000004,2001 5479,708393633,Existing Customer,41,F,0,High School,Married,Less than $40K,Blue,31,4,2,4,2685.0,1647,1038.0,0.812,4625 5480,708657033,Existing Customer,60,F,2,College,Single,Less than $40K,Blue,54,5,3,2,2694.0,1923,771.0,0.7140000000000001,3837 5481,717949008,Attrited Customer,40,F,4,High School,Single,$40K - $60K,Blue,29,5,2,3,1554.0,412,1142.0,0.568,2341 5482,788866983,Existing Customer,63,F,0,Unknown,Single,Less than $40K,Blue,48,5,2,1,1438.3,0,1438.3,0.9229999999999999,3383 5483,751283658,Existing Customer,42,F,4,Unknown,Single,$40K - $60K,Blue,35,4,3,3,1786.0,1316,470.0,0.7040000000000001,4306 5484,718243533,Existing Customer,48,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,36,3,3,4,2648.0,0,2648.0,0.715,3880 5485,779754408,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,33,3,2,2,2477.0,2123,354.0,0.6990000000000001,4349 5486,794866983,Existing Customer,51,F,1,Doctorate,Married,Unknown,Blue,45,6,2,1,7336.0,1031,6305.0,0.6579999999999999,3812 5487,711832533,Existing Customer,42,M,3,High School,Single,$80K - $120K,Silver,32,3,3,3,34516.0,1396,33120.0,0.688,3748 5488,788552658,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,30,3,3,1,2479.0,1759,720.0,0.81,4562 5489,715415508,Existing Customer,42,F,4,Graduate,Single,Unknown,Blue,36,3,3,3,9396.0,1870,7526.0,0.7140000000000001,4301 5490,719962458,Existing Customer,44,F,2,Graduate,Unknown,Less than $40K,Blue,34,3,2,2,2561.0,1491,1070.0,0.733,4869 5491,712734933,Attrited Customer,43,F,2,College,Married,Less than $40K,Blue,36,5,2,3,4020.0,0,4020.0,0.563,1952 5492,717410508,Existing Customer,43,M,3,Unknown,Married,$60K - $80K,Silver,30,4,3,4,25856.0,1281,24575.0,0.975,3303 5493,711796683,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,38,5,4,2,7398.0,1581,5817.0,0.428,4311 5494,709407933,Existing Customer,51,M,3,High School,Single,$80K - $120K,Silver,38,5,3,4,34516.0,1802,32714.0,0.912,4544 5495,810493458,Existing Customer,52,F,1,Uneducated,Single,Unknown,Blue,47,6,1,3,4058.0,1349,2709.0,0.723,4388 5496,720494058,Existing Customer,51,F,2,College,Married,Less than $40K,Blue,25,4,3,3,3042.0,0,3042.0,0.578,4781 5497,717050883,Existing Customer,60,F,1,High School,Single,Less than $40K,Blue,36,5,2,2,2688.0,1617,1071.0,0.552,4183 5498,713163258,Attrited Customer,38,F,2,Unknown,Married,Unknown,Blue,33,4,3,3,3388.0,0,3388.0,0.368,1959 5499,715659333,Existing Customer,43,F,4,High School,Single,$40K - $60K,Blue,36,3,3,2,4902.0,2517,2385.0,0.982,4508 5500,712414908,Existing Customer,45,F,4,Unknown,Married,Unknown,Blue,37,4,2,1,3241.0,0,3241.0,0.629,4992 5501,720175008,Existing Customer,48,F,2,Doctorate,Married,$40K - $60K,Blue,34,3,1,4,5069.0,1843,3226.0,0.826,4055 5502,719876808,Existing Customer,43,M,3,Unknown,Divorced,$80K - $120K,Blue,36,5,2,3,13625.0,0,13625.0,0.93,3902 5503,713334483,Attrited Customer,46,M,1,Post-Graduate,Single,$60K - $80K,Blue,32,5,2,3,8766.0,0,8766.0,0.7020000000000001,2263 5504,708360108,Existing Customer,50,M,1,College,Single,$40K - $60K,Blue,41,3,1,1,2800.0,1338,1462.0,0.818,4869 5505,720676158,Existing Customer,34,F,4,Uneducated,Single,Unknown,Blue,21,6,3,2,9005.0,1994,7011.0,0.919,5223 5506,716631708,Existing Customer,56,M,2,High School,Married,$60K - $80K,Blue,36,4,3,1,2713.0,1990,723.0,0.7,4027 5507,713025558,Attrited Customer,53,F,5,Doctorate,Single,Less than $40K,Blue,38,3,2,3,1438.3,0,1438.3,0.36700000000000005,1935 5508,710506683,Existing Customer,47,F,4,High School,Single,$40K - $60K,Blue,39,3,1,0,1746.0,0,1746.0,0.763,4543 5509,712428333,Existing Customer,49,M,3,Uneducated,Single,$80K - $120K,Blue,41,3,3,4,2930.0,1901,1029.0,0.638,4041 5510,718041033,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,36,6,1,4,2178.0,1455,723.0,1.001,5363 5511,709169133,Existing Customer,35,F,1,High School,Married,Unknown,Blue,23,3,3,1,1438.3,0,1438.3,0.7509999999999999,3995 5512,718164858,Existing Customer,42,F,4,Post-Graduate,Married,Less than $40K,Blue,34,5,3,2,2021.0,1281,740.0,0.847,4642 5513,809565183,Attrited Customer,52,F,1,Graduate,Single,Less than $40K,Blue,47,3,3,4,1842.0,625,1217.0,0.7290000000000001,2650 5514,778377183,Existing Customer,49,M,3,Graduate,Single,$120K +,Blue,29,5,2,2,18284.0,1144,17140.0,0.767,4846 5515,712845258,Existing Customer,41,M,2,Uneducated,Married,$80K - $120K,Gold,33,5,3,2,34516.0,1642,32874.0,0.8909999999999999,4161 5516,716915133,Existing Customer,42,F,2,Unknown,Single,Less than $40K,Blue,36,5,3,4,1696.0,0,1696.0,0.6659999999999999,4397 5517,771403008,Existing Customer,52,M,2,Graduate,Unknown,$60K - $80K,Blue,40,4,1,3,7215.0,0,7215.0,0.8290000000000001,4409 5518,787441383,Existing Customer,52,F,0,Graduate,Married,Less than $40K,Blue,37,3,1,2,1793.0,1284,509.0,0.902,3989 5519,711345258,Existing Customer,52,F,2,High School,Married,$40K - $60K,Blue,44,3,3,1,5731.0,0,5731.0,0.685,4751 5520,713685033,Attrited Customer,44,F,2,Graduate,Married,Less than $40K,Blue,33,3,2,2,2417.0,0,2417.0,0.389,1848 5521,718205283,Existing Customer,48,F,3,College,Single,$40K - $60K,Blue,37,6,3,1,1438.3,0,1438.3,0.777,5035 5522,708337683,Existing Customer,51,M,2,Uneducated,Single,$60K - $80K,Blue,40,4,2,2,21800.0,893,20907.0,0.445,3820 5523,720941433,Attrited Customer,53,F,3,High School,Married,Less than $40K,Blue,41,3,3,2,1547.0,0,1547.0,0.845,2312 5524,710201058,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,38,3,3,2,1485.0,736,749.0,0.622,4198 5525,785218458,Existing Customer,44,M,2,Graduate,Married,$40K - $60K,Blue,38,4,1,3,2505.0,2282,223.0,0.7120000000000001,4333 5526,770740308,Existing Customer,49,F,4,Graduate,Unknown,$40K - $60K,Blue,35,3,3,2,2631.0,1699,932.0,0.6679999999999999,4691 5527,787493808,Attrited Customer,48,F,4,Graduate,Unknown,Less than $40K,Blue,36,5,2,2,2700.0,2480,220.0,0.6859999999999999,2396 5528,708846183,Existing Customer,48,M,4,College,Single,$60K - $80K,Blue,30,4,2,2,3307.0,2234,1073.0,0.818,4006 5529,810586833,Existing Customer,38,F,3,Graduate,Divorced,Unknown,Blue,33,6,2,3,29638.0,857,28781.0,0.48100000000000004,3429 5530,711151383,Attrited Customer,34,F,1,Post-Graduate,Single,Less than $40K,Blue,26,3,2,5,2066.0,347,1719.0,0.511,2157 5531,712425258,Existing Customer,46,F,4,Unknown,Single,Less than $40K,Blue,26,6,1,3,1859.0,1379,480.0,0.836,4260 5532,772063308,Existing Customer,45,M,2,Graduate,Single,$60K - $80K,Blue,34,5,1,1,13362.0,0,13362.0,0.682,4155 5533,718574808,Existing Customer,33,F,2,Graduate,Single,Less than $40K,Blue,17,4,3,4,2431.0,1846,585.0,0.612,4327 5534,717131283,Existing Customer,43,F,4,High School,Divorced,$40K - $60K,Blue,34,5,1,1,6034.0,1579,4455.0,0.753,4712 5535,798996183,Existing Customer,61,F,0,Unknown,Married,Less than $40K,Blue,55,4,2,3,2194.0,1512,682.0,0.725,4069 5536,716831508,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,34,4,1,3,1963.0,1524,439.0,0.879,3492 5537,715297908,Attrited Customer,41,F,4,College,Unknown,Unknown,Blue,22,4,2,3,1438.3,1125,313.3,0.611,2534 5538,813234108,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,40,4,1,3,2922.0,1212,1710.0,0.662,3895 5539,711027183,Existing Customer,50,M,4,College,Single,$40K - $60K,Blue,45,4,3,1,6943.0,600,6343.0,0.653,4946 5540,718812708,Attrited Customer,57,M,2,Graduate,Single,$120K +,Blue,44,5,3,4,34516.0,219,34297.0,0.48200000000000004,1882 5541,709505808,Attrited Customer,45,F,3,College,Single,Unknown,Blue,33,5,3,4,4345.0,2198,2147.0,0.465,1918 5542,711267633,Attrited Customer,50,F,3,Graduate,Divorced,Less than $40K,Blue,40,5,4,4,4248.0,316,3932.0,0.6609999999999999,2271 5543,719613783,Existing Customer,51,F,1,Doctorate,Married,Less than $40K,Blue,42,3,2,2,1438.3,0,1438.3,0.872,4211 5544,719035758,Existing Customer,53,F,3,Uneducated,Divorced,Less than $40K,Blue,43,5,1,2,2383.0,1516,867.0,0.857,4917 5545,708473133,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,45,4,2,3,1677.0,0,1677.0,0.8240000000000001,4588 5546,712996833,Existing Customer,40,F,1,High School,Married,Unknown,Blue,33,4,2,2,2392.0,1129,1263.0,0.695,4309 5547,720963258,Attrited Customer,52,F,3,College,Married,Less than $40K,Blue,40,3,2,3,3474.0,0,3474.0,0.735,2675 5548,819606258,Existing Customer,48,M,4,Unknown,Married,$60K - $80K,Blue,43,5,3,3,8737.0,1629,7108.0,0.618,3876 5549,714634983,Attrited Customer,44,F,1,Unknown,Single,Unknown,Blue,36,3,3,3,3517.0,0,3517.0,0.634,2403 5550,806428908,Existing Customer,60,F,1,Graduate,Single,Unknown,Blue,55,3,3,3,13397.0,0,13397.0,0.8140000000000001,5049 5551,710903358,Existing Customer,65,F,0,Unknown,Single,Less than $40K,Blue,55,5,2,1,6352.0,1386,4966.0,0.5,3709 5552,712676208,Existing Customer,46,F,5,High School,Single,Less than $40K,Blue,36,6,3,3,1787.0,1324,463.0,0.684,4084 5553,709005633,Attrited Customer,62,M,0,High School,Single,$60K - $80K,Blue,51,3,2,4,18734.0,0,18734.0,0.674,2112 5554,712102983,Existing Customer,47,F,2,College,Married,Less than $40K,Blue,36,6,3,3,1438.3,0,1438.3,0.634,3832 5555,754480233,Existing Customer,50,M,2,Post-Graduate,Divorced,$40K - $60K,Blue,43,5,2,4,3525.0,0,3525.0,0.7979999999999999,4742 5556,719042208,Existing Customer,43,M,4,Doctorate,Unknown,$60K - $80K,Blue,33,4,3,4,2067.0,1250,817.0,0.8909999999999999,4565 5557,716251608,Existing Customer,45,F,4,Unknown,Married,Less than $40K,Blue,36,6,1,4,2051.0,0,2051.0,0.9890000000000001,4355 5558,715537383,Existing Customer,46,M,3,College,Single,$120K +,Blue,30,5,1,2,27378.0,1893,25485.0,0.43200000000000005,3934 5559,709460883,Attrited Customer,38,F,2,Doctorate,Married,Less than $40K,Blue,28,5,2,4,1614.0,0,1614.0,0.609,2437 5560,789325008,Existing Customer,49,M,3,College,Single,Less than $40K,Blue,38,5,3,1,7862.0,1991,5871.0,0.654,3645 5561,719195733,Existing Customer,47,M,3,College,Married,$60K - $80K,Blue,36,5,1,3,4284.0,1900,2384.0,0.971,4948 5562,787665258,Attrited Customer,47,F,3,Unknown,Married,Less than $40K,Blue,37,1,2,2,1438.3,0,1438.3,0.7490000000000001,2393 5563,710226708,Existing Customer,55,F,2,Uneducated,Divorced,Less than $40K,Blue,49,5,2,1,1438.3,680,758.3,0.77,4573 5564,711982383,Existing Customer,62,M,1,Graduate,Single,$60K - $80K,Blue,49,3,3,2,21805.0,1777,20028.0,0.519,4694 5565,716345283,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,36,5,1,4,4712.0,1920,2792.0,0.596,4277 5566,816850458,Attrited Customer,33,M,2,Unknown,Married,$60K - $80K,Blue,28,6,2,4,1698.0,0,1698.0,0.823,2448 5567,710842308,Existing Customer,41,F,5,Uneducated,Single,$40K - $60K,Blue,26,4,3,4,2264.0,928,1336.0,0.662,4150 5568,713132133,Existing Customer,54,F,1,Unknown,Married,Less than $40K,Blue,39,3,2,4,2720.0,1694,1026.0,0.843,5103 5569,788874333,Existing Customer,55,M,3,Post-Graduate,Unknown,$120K +,Blue,40,3,1,4,15631.0,1305,14326.0,0.6679999999999999,4313 5570,717987258,Existing Customer,43,F,3,Unknown,Single,$40K - $60K,Blue,36,5,2,4,2594.0,1686,908.0,0.624,4503 5571,793712658,Attrited Customer,52,M,3,Graduate,Married,$80K - $120K,Blue,46,4,2,3,15011.0,2517,12494.0,0.713,1821 5572,708324483,Existing Customer,47,F,4,Unknown,Single,Less than $40K,Blue,39,3,3,4,1548.0,0,1548.0,0.664,4420 5573,768612258,Existing Customer,52,F,3,Unknown,Single,Less than $40K,Blue,46,3,3,3,2700.0,1623,1077.0,0.848,4171 5574,719659758,Existing Customer,45,F,4,High School,Married,$40K - $60K,Blue,35,6,1,0,2919.0,1670,1249.0,1.041,4194 5575,711313158,Existing Customer,50,F,4,Unknown,Single,Unknown,Blue,44,5,1,1,10721.0,0,10721.0,0.861,4962 5576,716483358,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,29,5,1,4,6125.0,1329,4796.0,0.6459999999999999,5481 5577,719829633,Existing Customer,42,F,2,Unknown,Married,Less than $40K,Blue,29,5,3,4,3200.0,1733,1467.0,0.909,5026 5578,812465958,Existing Customer,53,F,3,Post-Graduate,Divorced,Unknown,Blue,48,5,2,2,12286.0,997,11289.0,0.726,4960 5579,786536808,Existing Customer,51,M,2,College,Married,$80K - $120K,Blue,45,3,3,1,21543.0,0,21543.0,0.53,3928 5580,807369708,Existing Customer,52,M,3,College,Married,$120K +,Blue,47,3,2,4,6355.0,0,6355.0,0.711,4009 5581,711397533,Existing Customer,52,F,2,High School,Married,Less than $40K,Blue,41,4,2,2,5616.0,2410,3206.0,0.9620000000000001,3410 5582,711740508,Existing Customer,50,F,1,Unknown,Married,$40K - $60K,Blue,40,6,2,2,2661.0,1575,1086.0,0.735,4615 5583,715233108,Existing Customer,38,M,1,College,Married,$60K - $80K,Blue,36,4,1,2,2836.0,862,1974.0,0.772,4121 5584,813807258,Existing Customer,50,F,2,High School,Married,$40K - $60K,Blue,45,6,3,3,1438.3,0,1438.3,0.7070000000000001,4670 5585,769183908,Existing Customer,51,F,2,Doctorate,Single,Unknown,Blue,45,6,3,1,2109.0,683,1426.0,0.593,4321 5586,718451133,Existing Customer,48,M,2,Graduate,Single,$60K - $80K,Blue,40,4,5,4,14951.0,1413,13538.0,0.784,3899 5587,721115733,Existing Customer,47,M,3,Unknown,Married,$60K - $80K,Blue,36,5,3,2,1591.0,894,697.0,0.7859999999999999,3698 5588,720085233,Attrited Customer,51,F,2,Doctorate,Divorced,Unknown,Blue,40,6,3,4,8930.0,2517,6413.0,0.6609999999999999,2167 5589,717036408,Existing Customer,36,F,1,Uneducated,Single,Unknown,Blue,36,6,3,1,4685.0,1626,3059.0,0.945,4560 5590,714427608,Existing Customer,45,F,5,Post-Graduate,Married,Unknown,Blue,29,5,3,1,2555.0,681,1874.0,0.5760000000000001,4888 5591,780019908,Existing Customer,53,F,1,Graduate,Single,Less than $40K,Blue,43,6,3,2,2172.0,644,1528.0,0.6729999999999999,4657 5592,827898033,Attrited Customer,54,F,1,Uneducated,Married,Unknown,Blue,50,4,0,3,2912.0,0,2912.0,0.621,2465 5593,720302883,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,35,4,3,1,3390.0,2180,1210.0,0.877,4585 5594,715893633,Existing Customer,47,F,4,Doctorate,Single,Less than $40K,Blue,36,4,3,2,2193.0,1084,1109.0,0.9740000000000001,4755 5595,720730683,Existing Customer,51,F,2,Graduate,Married,Unknown,Blue,36,5,3,3,17412.0,730,16682.0,0.8370000000000001,4997 5596,720638283,Existing Customer,40,F,4,College,Single,Less than $40K,Blue,20,4,3,2,2801.0,1731,1070.0,0.644,4568 5597,789053883,Existing Customer,43,M,3,Post-Graduate,Single,$60K - $80K,Blue,31,4,2,1,11186.0,2231,8955.0,0.708,3692 5598,719286708,Existing Customer,50,F,1,Graduate,Single,Less than $40K,Blue,39,4,5,2,2434.0,1340,1094.0,0.6679999999999999,4498 5599,713952558,Attrited Customer,53,F,3,Doctorate,Single,Unknown,Blue,43,3,3,2,1790.0,1474,316.0,0.595,2128 5600,793395933,Existing Customer,59,F,1,High School,Single,Less than $40K,Blue,53,4,3,3,2716.0,1740,976.0,0.65,4208 5601,813895458,Existing Customer,49,F,0,Unknown,Single,Unknown,Blue,43,6,3,3,2874.0,0,2874.0,0.6759999999999999,4617 5602,771733608,Attrited Customer,47,F,1,Graduate,Married,$40K - $60K,Blue,35,3,3,5,1438.3,0,1438.3,0.809,2276 5603,710102208,Existing Customer,56,M,2,Graduate,Single,$60K - $80K,Blue,36,3,2,2,18776.0,0,18776.0,0.81,4464 5604,719511783,Existing Customer,48,F,1,Unknown,Married,Unknown,Blue,41,3,2,2,1438.3,1197,241.3,0.917,4916 5605,712849158,Attrited Customer,55,M,0,High School,Divorced,$80K - $120K,Blue,44,4,3,3,19793.0,2488,17305.0,0.594,2186 5606,783070833,Existing Customer,34,F,4,Graduate,Single,$40K - $60K,Blue,28,5,2,3,2472.0,1899,573.0,0.77,4408 5607,713419908,Existing Customer,58,F,2,High School,Married,Unknown,Blue,50,3,2,3,12362.0,0,12362.0,0.635,4537 5608,789345408,Existing Customer,39,F,2,College,Married,$40K - $60K,Blue,29,5,3,2,1438.3,722,716.3,0.894,4983 5609,720992883,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,37,4,3,3,3189.0,1863,1326.0,0.77,4805 5610,803652633,Existing Customer,47,F,2,Uneducated,Single,Less than $40K,Blue,41,4,2,2,2092.0,1575,517.0,0.838,5124 5611,789248958,Existing Customer,37,F,2,High School,Married,$40K - $60K,Blue,26,3,2,3,2946.0,2517,429.0,0.841,5259 5612,716178483,Existing Customer,41,F,4,Uneducated,Unknown,$40K - $60K,Blue,29,4,3,2,2430.0,0,2430.0,0.569,4334 5613,715440558,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,36,3,1,2,4143.0,1888,2255.0,0.561,3940 5614,711535158,Attrited Customer,46,F,1,College,Unknown,Unknown,Blue,35,5,3,3,2197.0,461,1736.0,0.636,1955 5615,713647083,Existing Customer,53,F,2,Uneducated,Single,Unknown,Blue,36,5,2,3,9314.0,1761,7553.0,0.562,3696 5616,718311933,Attrited Customer,53,F,4,Doctorate,Married,Less than $40K,Blue,37,6,2,2,3719.0,2517,1202.0,0.6659999999999999,2587 5617,718404783,Attrited Customer,59,F,0,Unknown,Married,Unknown,Blue,49,5,2,4,6996.0,0,6996.0,0.871,2384 5618,817332483,Attrited Customer,63,M,0,Doctorate,Single,Unknown,Blue,47,6,4,3,7306.0,0,7306.0,0.875,2445 5619,710015733,Attrited Customer,41,F,1,Doctorate,Divorced,Less than $40K,Blue,30,3,3,1,2029.0,621,1408.0,1.001,3142 5620,794965233,Attrited Customer,51,F,1,Graduate,Married,Less than $40K,Silver,45,6,3,3,13199.0,781,12418.0,0.41100000000000003,1927 5621,710512833,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,29,6,1,1,3304.0,1338,1966.0,0.615,5178 5622,710803008,Existing Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,30,6,3,2,3125.0,2041,1084.0,0.675,4372 5623,712987608,Existing Customer,51,F,2,Doctorate,Single,Less than $40K,Blue,40,3,3,3,1438.3,1153,285.3,0.866,4263 5624,716974383,Existing Customer,41,M,5,Graduate,Single,$80K - $120K,Blue,28,3,2,0,2491.0,1979,512.0,0.629,1911 5625,720930633,Attrited Customer,58,F,0,High School,Single,Less than $40K,Blue,46,5,4,2,1977.0,0,1977.0,0.868,2341 5626,710136258,Attrited Customer,33,F,2,Graduate,Single,Less than $40K,Blue,24,6,2,3,1806.0,0,1806.0,0.983,2833 5627,779438208,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Blue,22,4,3,3,1938.0,1175,763.0,0.85,4606 5628,721017333,Existing Customer,42,F,4,Post-Graduate,Married,Less than $40K,Blue,36,4,2,3,3188.0,2002,1186.0,0.825,4606 5629,720952608,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,29,6,1,2,2288.0,1505,783.0,0.7879999999999999,4396 5630,712886733,Existing Customer,44,F,1,Graduate,Unknown,Less than $40K,Blue,32,3,3,3,1780.0,1338,442.0,0.966,4268 5631,810545733,Existing Customer,47,F,2,College,Married,Unknown,Blue,42,3,3,3,2373.0,1480,893.0,0.631,4228 5632,822132858,Attrited Customer,41,M,4,Uneducated,Married,$80K - $120K,Blue,37,1,2,2,23250.0,0,23250.0,0.564,2205 5633,713526258,Attrited Customer,47,M,3,Uneducated,Single,$120K +,Blue,36,3,3,4,34516.0,0,34516.0,0.517,2020 5634,712877733,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,42,6,3,3,12882.0,1402,11480.0,0.7829999999999999,4407 5635,713339283,Existing Customer,54,M,3,Unknown,Married,$60K - $80K,Blue,39,4,3,4,6348.0,798,5550.0,1.042,4135 5636,720473433,Existing Customer,59,F,1,Graduate,Unknown,Less than $40K,Blue,36,5,1,3,2621.0,2486,135.0,0.755,4955 5637,780584658,Attrited Customer,33,F,2,Uneducated,Unknown,$40K - $60K,Blue,22,4,2,2,1843.0,1293,550.0,0.349,2077 5638,711824358,Existing Customer,44,F,4,College,Single,Less than $40K,Blue,31,3,3,2,3228.0,0,3228.0,0.747,4524 5639,789990333,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,35,5,2,2,2303.0,722,1581.0,0.807,4469 5640,721332033,Existing Customer,42,M,2,Unknown,Single,$80K - $120K,Blue,30,4,2,1,29195.0,892,28303.0,0.565,4411 5641,709612983,Attrited Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,5,2,4,2990.0,1828,1162.0,0.488,2265 5642,771058908,Existing Customer,55,F,3,High School,Single,$40K - $60K,Blue,42,3,3,2,2873.0,2455,418.0,1.0,4563 5643,715471833,Existing Customer,50,M,0,Post-Graduate,Married,$80K - $120K,Blue,36,5,1,3,28253.0,0,28253.0,0.479,4525 5644,711781233,Existing Customer,53,F,3,Graduate,Married,Unknown,Blue,45,6,1,3,1882.0,0,1882.0,0.8,5221 5645,713947908,Existing Customer,33,M,2,High School,Married,$80K - $120K,Blue,23,6,2,2,1630.0,0,1630.0,0.605,4426 5646,709741608,Existing Customer,51,M,2,Unknown,Single,$80K - $120K,Blue,36,3,1,2,4546.0,0,4546.0,0.6509999999999999,3739 5647,709333608,Existing Customer,58,F,2,High School,Single,Unknown,Blue,46,6,2,2,2395.0,1345,1050.0,0.8109999999999999,4983 5648,709688883,Attrited Customer,45,M,3,High School,Unknown,$80K - $120K,Blue,36,4,3,2,3845.0,0,3845.0,0.595,2174 5649,716269308,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,36,4,2,2,2836.0,1362,1474.0,0.6609999999999999,4192 5650,708692583,Attrited Customer,44,F,2,High School,Single,Less than $40K,Blue,31,3,3,3,1506.0,168,1338.0,0.6709999999999999,2312 5651,709892658,Existing Customer,48,F,5,Graduate,Single,Less than $40K,Blue,38,5,3,2,1605.0,1300,305.0,0.95,4495 5652,713815383,Attrited Customer,53,M,1,High School,Single,$80K - $120K,Blue,36,3,2,2,11778.0,0,11778.0,0.603,2147 5653,710183283,Existing Customer,55,F,1,High School,Married,Less than $40K,Blue,36,5,1,1,2747.0,0,2747.0,0.8340000000000001,5032 5654,711937158,Existing Customer,49,M,3,College,Married,$60K - $80K,Blue,39,5,3,3,2501.0,0,2501.0,0.8320000000000001,4837 5655,771486933,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,52,5,3,2,2563.0,2242,321.0,1.114,3942 5656,717450633,Attrited Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,36,3,2,4,1659.0,1544,115.0,0.408,1920 5657,718421808,Existing Customer,56,F,2,Uneducated,Married,Unknown,Blue,43,6,3,2,3068.0,1765,1303.0,0.853,4611 5658,716403633,Existing Customer,60,F,0,College,Divorced,Less than $40K,Blue,50,5,3,2,3426.0,1650,1776.0,0.622,4467 5659,717646983,Attrited Customer,59,F,1,Graduate,Single,Less than $40K,Blue,49,4,3,4,3214.0,424,2790.0,0.877,2720 5660,778837083,Attrited Customer,50,M,2,Graduate,Married,$80K - $120K,Blue,31,3,3,3,12906.0,321,12585.0,0.76,2078 5661,768632958,Attrited Customer,59,F,1,Graduate,Single,Unknown,Blue,49,3,4,6,8708.0,1091,7617.0,0.904,2508 5662,715622508,Attrited Customer,52,M,2,Unknown,Married,$80K - $120K,Blue,41,6,4,3,7904.0,0,7904.0,0.7120000000000001,2094 5663,708402333,Existing Customer,48,F,2,Doctorate,Divorced,Unknown,Blue,37,6,2,0,4549.0,1313,3236.0,0.777,4782 5664,708946008,Attrited Customer,46,F,3,College,Married,Less than $40K,Blue,36,5,2,2,1438.3,1214,224.3,0.7829999999999999,2445 5665,715625658,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,36,3,1,3,4476.0,1492,2984.0,0.9329999999999999,4603 5666,789599283,Existing Customer,44,F,3,College,Divorced,Unknown,Blue,38,5,3,2,2002.0,1448,554.0,0.7340000000000001,3406 5667,708960858,Existing Customer,40,M,4,High School,Married,$80K - $120K,Blue,21,3,2,3,11502.0,2066,9436.0,0.889,4786 5668,814840833,Attrited Customer,44,M,4,Doctorate,Married,$120K +,Blue,39,4,3,2,7924.0,2517,5407.0,0.6629999999999999,2393 5669,772082208,Existing Customer,39,M,1,Graduate,Single,$120K +,Blue,28,4,2,2,16199.0,0,16199.0,0.7709999999999999,4254 5670,711597183,Existing Customer,43,M,2,Uneducated,Divorced,$80K - $120K,Blue,34,5,3,2,1452.0,0,1452.0,0.97,4571 5671,712110333,Attrited Customer,37,F,3,High School,Single,Unknown,Blue,18,4,1,3,2179.0,0,2179.0,0.725,2568 5672,718673358,Attrited Customer,35,M,3,Doctorate,Married,$80K - $120K,Blue,30,5,3,4,13590.0,1528,12062.0,0.728,2137 5673,712479633,Attrited Customer,31,F,1,Unknown,Single,Less than $40K,Blue,20,3,1,2,1695.0,0,1695.0,0.561,2428 5674,716108283,Existing Customer,53,F,4,Graduate,Married,Less than $40K,Blue,46,6,3,3,4430.0,1579,2851.0,0.836,4833 5675,779360808,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,35,3,3,3,2919.0,2032,887.0,0.654,4937 5676,716352033,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,3,3,3,2796.0,1035,1761.0,0.664,4869 5677,716643033,Attrited Customer,41,F,2,Graduate,Married,Less than $40K,Blue,31,3,3,3,2580.0,2137,443.0,1.056,2981 5678,711567333,Existing Customer,43,M,1,High School,Single,$60K - $80K,Blue,31,5,3,2,2834.0,1720,1114.0,0.62,4581 5679,788756133,Existing Customer,44,F,3,Unknown,Divorced,Less than $40K,Blue,24,4,1,2,2617.0,1508,1109.0,1.393,4400 5680,755437533,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,41,3,3,2,1522.0,1273,249.0,0.735,5005 5681,713573508,Attrited Customer,41,M,4,Graduate,Unknown,$40K - $60K,Silver,32,4,2,4,16509.0,425,16084.0,0.35600000000000004,1740 5682,709430508,Attrited Customer,40,M,4,High School,Unknown,$40K - $60K,Blue,32,1,2,3,7316.0,1335,5981.0,0.563,1849 5683,710645583,Existing Customer,44,F,2,Uneducated,Single,Unknown,Blue,37,5,1,2,7627.0,1742,5885.0,0.7709999999999999,4349 5684,714253983,Existing Customer,44,M,3,Unknown,Married,$40K - $60K,Blue,36,4,2,3,9465.0,0,9465.0,0.657,3675 5685,771566208,Existing Customer,48,M,3,College,Married,Less than $40K,Blue,36,3,1,2,8795.0,1318,7477.0,0.563,4681 5686,713314533,Attrited Customer,40,M,2,Unknown,Single,$60K - $80K,Blue,27,6,2,3,12283.0,0,12283.0,0.413,1993 5687,720725883,Existing Customer,34,F,2,College,Single,Less than $40K,Blue,20,5,2,3,2715.0,1503,1212.0,0.7040000000000001,4177 5688,708539583,Existing Customer,44,F,3,Unknown,Married,Unknown,Blue,25,6,1,3,19897.0,2232,17665.0,0.672,3979 5689,716747283,Existing Customer,44,F,2,Uneducated,Single,Less than $40K,Blue,36,5,2,2,2097.0,1224,873.0,0.8190000000000001,5059 5690,787519683,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,30,3,2,2,3028.0,2270,758.0,0.804,4727 5691,721044333,Existing Customer,34,F,2,College,Single,Less than $40K,Blue,22,5,2,0,1695.0,761,934.0,0.797,4905 5692,713679633,Attrited Customer,41,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,5,1438.3,0,1438.3,0.305,1813 5693,711126483,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,28,4,3,3,1438.3,599,839.3,0.897,5136 5694,814191333,Attrited Customer,55,M,2,Unknown,Divorced,$120K +,Blue,50,5,4,3,24250.0,278,23972.0,0.647,2153 5695,715040208,Existing Customer,49,F,2,Graduate,Single,Unknown,Blue,38,6,3,3,5076.0,871,4205.0,0.693,4115 5696,710769258,Existing Customer,40,F,2,Graduate,Single,Unknown,Blue,27,4,2,3,4438.0,1513,2925.0,0.807,3895 5697,715227633,Existing Customer,36,F,3,College,Single,Less than $40K,Blue,36,5,2,3,1964.0,0,1964.0,0.7759999999999999,4240 5698,708635058,Existing Customer,53,F,0,High School,Single,Less than $40K,Blue,44,4,1,1,1904.0,886,1018.0,0.695,4798 5699,709051533,Existing Customer,46,F,1,Graduate,Married,$40K - $60K,Blue,26,6,3,0,2933.0,1569,1364.0,0.648,4956 5700,718940208,Existing Customer,55,F,0,Graduate,Single,Unknown,Blue,44,6,1,3,18202.0,1841,16361.0,0.76,3551 5701,712361583,Existing Customer,47,M,5,Graduate,Married,$80K - $120K,Silver,36,3,3,1,34516.0,760,33756.0,0.40700000000000003,3756 5702,708390633,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,44,5,5,3,2421.0,2312,109.0,0.674,4219 5703,720281508,Existing Customer,44,F,2,Doctorate,Divorced,Less than $40K,Blue,34,3,1,2,2406.0,1491,915.0,0.606,4625 5704,720885558,Existing Customer,51,F,2,High School,Single,$40K - $60K,Blue,37,5,1,1,2621.0,2426,195.0,0.727,4885 5705,709781208,Existing Customer,34,F,0,Unknown,Married,Less than $40K,Blue,26,5,3,1,2291.0,0,2291.0,0.892,5409 5706,710086308,Existing Customer,46,F,4,High School,Unknown,$40K - $60K,Blue,38,6,2,0,3645.0,1179,2466.0,0.5589999999999999,4680 5707,713282733,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,24,4,3,1,3375.0,1730,1645.0,0.514,4341 5708,815812683,Existing Customer,47,M,3,Unknown,Single,$120K +,Blue,42,5,3,2,8856.0,1433,7423.0,0.8109999999999999,5072 5709,708204033,Existing Customer,36,F,5,Unknown,Single,Less than $40K,Blue,24,3,1,1,2980.0,2093,887.0,0.522,4132 5710,720040158,Existing Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,17656.0,0,17656.0,0.727,4633 5711,755996583,Attrited Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,50,5,0,3,2475.0,0,2475.0,0.823,2574 5712,711359058,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,33,3,2,2,3942.0,1711,2231.0,0.61,4622 5713,714064908,Existing Customer,57,F,1,Graduate,Single,Less than $40K,Blue,36,4,2,3,1771.0,1289,482.0,0.9109999999999999,4813 5714,717074283,Attrited Customer,45,F,3,Graduate,Divorced,Unknown,Blue,37,5,2,6,17678.0,0,17678.0,0.7879999999999999,2566 5715,765847383,Existing Customer,50,M,1,Graduate,Married,$120K +,Blue,43,4,5,3,20958.0,0,20958.0,0.769,4425 5716,789531633,Existing Customer,53,F,4,Graduate,Single,Less than $40K,Blue,46,4,1,2,4117.0,777,3340.0,0.5920000000000001,5218 5717,820593033,Existing Customer,43,F,2,Graduate,Single,$40K - $60K,Silver,39,3,1,2,18524.0,1736,16788.0,0.762,4496 5718,710078358,Existing Customer,36,M,4,Post-Graduate,Married,Less than $40K,Blue,26,5,1,1,2222.0,1291,931.0,0.988,4095 5719,715025208,Existing Customer,56,F,2,College,Married,Less than $40K,Blue,46,5,3,3,3119.0,1778,1341.0,1.01,4168 5720,709596783,Existing Customer,46,M,3,College,Married,$40K - $60K,Blue,34,5,1,2,1611.0,0,1611.0,0.731,4444 5721,715960308,Attrited Customer,53,F,1,Graduate,Divorced,Less than $40K,Blue,44,3,3,3,4090.0,2517,1573.0,0.562,2016 5722,716653758,Existing Customer,55,M,0,Unknown,Single,$60K - $80K,Blue,36,3,3,3,1467.0,0,1467.0,0.7390000000000001,4226 5723,787268733,Existing Customer,52,F,1,Graduate,Married,$40K - $60K,Blue,46,5,1,2,2442.0,1507,935.0,0.631,4535 5724,789923058,Attrited Customer,53,F,1,High School,Married,$40K - $60K,Blue,44,3,3,3,1816.0,0,1816.0,0.884,2474 5725,771079833,Existing Customer,40,F,3,High School,Single,Less than $40K,Blue,27,3,3,3,1438.3,0,1438.3,0.845,4332 5726,710507733,Existing Customer,42,M,4,Graduate,Single,$60K - $80K,Blue,35,3,3,1,14958.0,1644,13314.0,0.6859999999999999,4038 5727,779269158,Attrited Customer,43,F,2,Graduate,Married,Unknown,Blue,25,4,2,4,21961.0,0,21961.0,0.653,2237 5728,711627558,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,30,5,1,2,1625.0,912,713.0,0.877,3968 5729,710536983,Existing Customer,49,F,0,Post-Graduate,Married,Less than $40K,Blue,36,6,3,3,3007.0,2517,490.0,0.853,4423 5730,712237458,Existing Customer,47,M,3,Unknown,Married,$120K +,Blue,28,3,2,2,11629.0,802,10827.0,0.912,3752 5731,778289883,Attrited Customer,42,F,2,Graduate,Unknown,Less than $40K,Blue,32,3,3,3,1507.0,0,1507.0,0.8059999999999999,2528 5732,714154533,Existing Customer,45,F,3,High School,Single,Unknown,Blue,36,6,1,2,3111.0,1994,1117.0,0.753,4478 5733,803657133,Existing Customer,60,M,1,Graduate,Single,$40K - $60K,Blue,54,6,3,3,1848.0,1408,440.0,0.779,4757 5734,769053033,Attrited Customer,44,F,1,Graduate,Single,$40K - $60K,Blue,38,3,2,5,4142.0,2517,1625.0,0.809,2104 5735,713613258,Existing Customer,46,M,4,High School,Single,$80K - $120K,Blue,36,6,1,2,1438.3,0,1438.3,0.746,4461 5736,768544833,Existing Customer,45,F,4,Uneducated,Single,Less than $40K,Blue,39,6,2,3,2202.0,1414,788.0,0.593,4531 5737,720782658,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Blue,36,4,2,3,3591.0,1749,1842.0,0.733,5079 5738,768162108,Attrited Customer,49,M,3,College,Married,$120K +,Blue,43,5,3,3,4781.0,0,4781.0,0.7879999999999999,2451 5739,710511858,Existing Customer,58,F,0,Unknown,Married,Less than $40K,Blue,36,3,3,3,3832.0,1439,2393.0,0.851,4741 5740,714516033,Existing Customer,53,M,3,High School,Married,$120K +,Blue,44,4,2,0,9025.0,1005,8020.0,0.568,4412 5741,788630958,Existing Customer,44,M,2,Uneducated,Single,$40K - $60K,Blue,28,3,1,2,11627.0,0,11627.0,0.638,3264 5742,717646008,Existing Customer,61,F,1,College,Married,Unknown,Blue,46,6,2,2,5686.0,0,5686.0,1.0270000000000001,4338 5743,712290258,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Blue,40,5,1,3,2636.0,1840,796.0,0.8440000000000001,4056 5744,716292033,Existing Customer,37,F,4,High School,Single,Less than $40K,Blue,36,6,2,3,1438.3,0,1438.3,0.568,4815 5745,780372408,Existing Customer,43,F,5,High School,Single,Less than $40K,Blue,33,6,2,2,4976.0,866,4110.0,0.985,4317 5746,720853158,Existing Customer,38,F,3,High School,Single,Unknown,Blue,24,6,3,3,13951.0,1607,12344.0,0.932,4576 5747,823507833,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,40,4,3,2,14370.0,945,13425.0,0.557,4510 5748,711111633,Existing Customer,60,M,1,High School,Single,$40K - $60K,Silver,49,5,2,2,21681.0,0,21681.0,0.7040000000000001,3844 5749,709904508,Existing Customer,59,F,0,Post-Graduate,Single,$40K - $60K,Blue,40,5,3,3,2634.0,1644,990.0,1.092,4190 5750,712022883,Existing Customer,37,F,2,High School,Single,$40K - $60K,Blue,27,4,1,2,2204.0,919,1285.0,0.7120000000000001,4555 5751,712173108,Existing Customer,48,F,1,Unknown,Unknown,$40K - $60K,Blue,36,3,1,3,2447.0,1991,456.0,0.7190000000000001,4228 5752,714156633,Existing Customer,60,F,0,Unknown,Single,Unknown,Blue,36,3,3,2,3068.0,0,3068.0,0.897,4533 5753,714581358,Attrited Customer,48,F,3,Graduate,Single,Less than $40K,Blue,43,3,3,4,1502.0,0,1502.0,0.529,2204 5754,713256033,Existing Customer,39,F,3,Uneducated,Single,Unknown,Blue,25,5,3,3,4181.0,1604,2577.0,0.659,3955 5755,825831933,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,48,4,2,2,3136.0,1103,2033.0,0.812,4528 5756,720274158,Existing Customer,42,F,4,High School,Married,Less than $40K,Blue,35,4,2,2,4478.0,1700,2778.0,0.655,3879 5757,772394883,Attrited Customer,60,F,1,Uneducated,Single,Unknown,Blue,50,3,6,3,7359.0,0,7359.0,0.768,2869 5758,794253108,Existing Customer,52,M,4,Graduate,Single,$40K - $60K,Blue,46,3,3,2,13090.0,0,13090.0,0.75,3851 5759,720899883,Existing Customer,44,F,1,High School,Married,$40K - $60K,Blue,35,6,2,2,6849.0,0,6849.0,0.736,3770 5760,714313608,Existing Customer,36,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,0,4228.0,1886,2342.0,1.0759999999999998,4356 5761,716602683,Existing Customer,49,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,2,5678.0,2082,3596.0,0.83,5092 5762,715928808,Existing Customer,42,F,2,High School,Married,Less than $40K,Blue,31,3,5,2,3964.0,1218,2746.0,0.593,4580 5763,771899433,Attrited Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,37,5,2,4,7970.0,2434,5536.0,0.406,1263 5764,714771708,Existing Customer,36,F,0,College,Unknown,Unknown,Blue,26,5,3,3,4692.0,0,4692.0,0.8370000000000001,4281 5765,709711758,Attrited Customer,45,F,3,Uneducated,Divorced,Less than $40K,Blue,32,3,2,2,1942.0,0,1942.0,0.366,1853 5766,721137558,Attrited Customer,40,M,4,Graduate,Divorced,$40K - $60K,Blue,28,1,2,3,5821.0,894,4927.0,0.461,2011 5767,820268358,Existing Customer,48,F,4,Post-Graduate,Unknown,Less than $40K,Blue,43,4,1,3,2357.0,1462,895.0,0.7340000000000001,4534 5768,709273383,Existing Customer,54,F,0,Unknown,Married,Unknown,Blue,36,3,1,2,8294.0,696,7598.0,0.8059999999999999,4136 5769,822959133,Existing Customer,32,F,3,Post-Graduate,Married,$40K - $60K,Blue,26,4,3,3,3174.0,2084,1090.0,0.636,4508 5770,720491958,Existing Customer,34,F,3,Uneducated,Single,Less than $40K,Blue,36,4,3,3,1438.3,0,1438.3,0.7340000000000001,4302 5771,713607108,Existing Customer,46,F,2,College,Divorced,Less than $40K,Blue,31,6,1,2,1852.0,1428,424.0,0.795,4486 5772,709729533,Attrited Customer,47,M,3,Uneducated,Single,$40K - $60K,Blue,39,4,3,1,1809.0,457,1352.0,0.703,2169 5773,717890583,Existing Customer,48,F,1,Graduate,Divorced,$40K - $60K,Blue,38,4,1,2,3503.0,1572,1931.0,0.866,4671 5774,718384233,Existing Customer,52,M,5,Doctorate,Single,$40K - $60K,Silver,39,4,2,2,17835.0,868,16967.0,0.723,4258 5775,713401758,Existing Customer,45,M,2,Uneducated,Married,$120K +,Blue,36,6,2,3,3383.0,1458,1925.0,0.6779999999999999,4897 5776,773257233,Existing Customer,46,F,4,Unknown,Single,Less than $40K,Blue,39,4,2,3,7128.0,1457,5671.0,0.5529999999999999,3534 5777,713556033,Existing Customer,36,F,1,Graduate,Married,Less than $40K,Blue,22,5,2,3,1438.3,790,648.3,0.615,3959 5778,719265108,Existing Customer,42,F,3,High School,Married,Less than $40K,Blue,33,6,3,2,3815.0,1190,2625.0,0.852,4430 5779,778740708,Existing Customer,39,F,3,Graduate,Married,Less than $40K,Blue,27,3,3,2,1902.0,962,940.0,0.534,4203 5780,710952933,Existing Customer,43,F,1,Uneducated,Divorced,Less than $40K,Blue,36,5,2,3,2077.0,1254,823.0,0.821,4226 5781,720991833,Attrited Customer,48,F,2,Doctorate,Married,Less than $40K,Blue,36,4,3,4,2514.0,2090,424.0,0.8420000000000001,2603 5782,779954658,Existing Customer,56,M,4,High School,Single,$80K - $120K,Blue,40,4,3,3,34516.0,0,34516.0,0.846,4714 5783,714204108,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,38,3,3,0,2144.0,1492,652.0,0.96,3859 5784,805546308,Existing Customer,65,F,0,High School,Single,Less than $40K,Blue,56,3,3,2,5951.0,2517,3434.0,0.787,4554 5785,716244933,Existing Customer,54,F,3,High School,Divorced,Unknown,Blue,36,3,5,3,4806.0,0,4806.0,0.8270000000000001,4674 5786,712018233,Existing Customer,42,F,3,Graduate,Single,Unknown,Blue,34,3,3,3,16612.0,2517,14095.0,0.602,4697 5787,802878408,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,47,6,2,2,2799.0,0,2799.0,0.6890000000000001,4116 5788,719504433,Existing Customer,63,M,0,Unknown,Single,$40K - $60K,Silver,54,4,3,3,18064.0,1695,16369.0,0.838,3434 5789,794558658,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,34,3,1,3,2560.0,1430,1130.0,0.7659999999999999,4783 5790,711634008,Existing Customer,42,F,3,Uneducated,Married,Less than $40K,Blue,36,6,2,2,5821.0,0,5821.0,0.8590000000000001,4591 5791,708260208,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,4,3,2,2057.0,1279,778.0,0.562,4321 5792,713435058,Existing Customer,49,F,5,High School,Divorced,Less than $40K,Blue,42,5,2,3,1972.0,1489,483.0,0.69,4715 5793,719656533,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,6,2,3,2675.0,0,2675.0,0.7,4149 5794,719709558,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,33,3,1,2,6223.0,2126,4097.0,0.6809999999999999,4518 5795,710311233,Existing Customer,44,F,4,High School,Single,Unknown,Blue,37,3,3,3,7632.0,0,7632.0,0.557,4498 5796,719216508,Existing Customer,55,F,1,Unknown,Unknown,Less than $40K,Blue,36,5,2,1,3258.0,2517,741.0,0.985,4960 5797,713105508,Existing Customer,46,M,3,High School,Single,$60K - $80K,Silver,29,4,3,3,34516.0,2040,32476.0,0.764,3754 5798,710719683,Existing Customer,49,F,1,High School,Divorced,$40K - $60K,Blue,43,3,3,2,3054.0,845,2209.0,0.731,4460 5799,817892208,Existing Customer,35,F,2,Doctorate,Single,Less than $40K,Blue,30,5,1,1,1438.3,0,1438.3,1.126,4006 5800,714102183,Attrited Customer,50,M,3,Uneducated,Single,$120K +,Blue,36,1,2,3,7970.0,2282,5688.0,0.28,1872 5801,715410783,Attrited Customer,55,F,1,Unknown,Single,Less than $40K,Blue,36,5,2,3,1836.0,572,1264.0,0.758,2400 5802,718202658,Existing Customer,47,M,3,Graduate,Unknown,$120K +,Blue,36,3,2,3,9397.0,795,8602.0,0.7490000000000001,5265 5803,719445633,Existing Customer,60,F,0,Uneducated,Married,Less than $40K,Blue,36,4,2,3,1601.0,0,1601.0,0.8290000000000001,4919 5804,709820658,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,36,3,2,3,34516.0,1170,33346.0,0.6779999999999999,3785 5805,718481283,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,43,5,1,3,1822.0,1114,708.0,0.539,5210 5806,789300408,Existing Customer,41,M,4,High School,Married,Less than $40K,Blue,30,3,2,2,1614.0,700,914.0,0.8420000000000001,4293 5807,711970533,Existing Customer,54,F,4,Unknown,Married,Less than $40K,Blue,41,3,2,0,1491.0,1349,142.0,0.7559999999999999,4365 5808,815088483,Existing Customer,28,F,1,Graduate,Divorced,Less than $40K,Blue,23,4,1,3,2543.0,1156,1387.0,0.6409999999999999,3864 5809,717139608,Existing Customer,50,F,2,College,Divorced,Less than $40K,Blue,36,3,2,3,3462.0,1817,1645.0,0.7170000000000001,4635 5810,717626508,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,3,3,1,1699.0,0,1699.0,0.653,5495 5811,767668908,Attrited Customer,46,F,3,Graduate,Married,Unknown,Blue,40,3,4,3,13095.0,1836,11259.0,0.43200000000000005,1552 5812,712484733,Existing Customer,47,M,5,Unknown,Single,$60K - $80K,Blue,32,6,2,3,8823.0,2517,6306.0,0.812,4674 5813,716216958,Existing Customer,48,M,1,Uneducated,Married,$60K - $80K,Blue,42,6,1,1,4429.0,883,3546.0,0.688,4386 5814,714246333,Attrited Customer,58,F,4,High School,Married,Unknown,Blue,48,1,4,3,5396.0,1803,3593.0,0.493,2107 5815,718693683,Existing Customer,65,F,0,High School,Single,$40K - $60K,Blue,53,4,1,3,2418.0,2205,213.0,0.84,3918 5816,716298633,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,47,5,2,3,2086.0,1792,294.0,0.8590000000000001,5774 5817,755661933,Attrited Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,41,5,3,3,1899.0,671,1228.0,0.736,2434 5818,712914783,Existing Customer,43,M,5,Graduate,Single,$40K - $60K,Blue,31,4,1,2,7564.0,0,7564.0,0.61,4743 5819,711240108,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Blue,31,3,2,2,13116.0,1225,11891.0,0.735,4800 5820,721396758,Existing Customer,35,F,4,Doctorate,Married,Less than $40K,Blue,36,3,1,3,1438.3,606,832.3,0.6920000000000001,5062 5821,715636533,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,36,4,1,2,3716.0,0,3716.0,0.8859999999999999,4833 5822,711508608,Existing Customer,50,F,1,Unknown,Married,Less than $40K,Blue,36,3,5,3,3069.0,1482,1587.0,0.6629999999999999,4351 5823,716669658,Attrited Customer,51,F,1,High School,Single,Less than $40K,Blue,33,6,3,3,2006.0,1608,398.0,1.043,2760 5824,718212633,Existing Customer,45,F,4,High School,Married,$40K - $60K,Blue,36,5,2,1,2948.0,2232,716.0,0.858,3635 5825,708357183,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,38,4,2,3,1438.3,0,1438.3,1.001,3511 5826,713629533,Existing Customer,35,F,1,Uneducated,Married,Less than $40K,Blue,36,3,2,3,1438.3,670,768.3,0.909,4321 5827,771450708,Existing Customer,58,F,3,Graduate,Married,$40K - $60K,Blue,46,5,3,1,4669.0,1913,2756.0,0.591,4363 5828,711311883,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Silver,35,5,2,2,13994.0,0,13994.0,0.57,3299 5829,802673508,Attrited Customer,57,M,2,Graduate,Single,$120K +,Blue,51,3,5,3,8760.0,0,8760.0,0.726,2460 5830,708113208,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,36,3,2,2,1688.0,0,1688.0,0.6409999999999999,4375 5831,788786208,Existing Customer,46,F,2,College,Married,Unknown,Blue,27,6,3,3,9881.0,1794,8087.0,0.5820000000000001,4725 5832,720043533,Existing Customer,39,M,4,Graduate,Single,$60K - $80K,Blue,26,6,2,0,4534.0,917,3617.0,0.84,4211 5833,801083133,Existing Customer,57,F,4,Uneducated,Single,Less than $40K,Blue,51,5,3,3,3545.0,1446,2099.0,0.638,3691 5834,716246733,Existing Customer,57,F,2,College,Single,Less than $40K,Blue,49,4,2,2,1857.0,1528,329.0,0.698,4681 5835,807157833,Existing Customer,56,F,4,Uneducated,Single,Unknown,Blue,51,5,1,1,3334.0,1272,2062.0,1.12,4284 5836,721032633,Attrited Customer,55,F,3,Unknown,Single,$40K - $60K,Blue,32,5,3,4,2496.0,1999,497.0,0.7240000000000001,2590 5837,828285858,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,37,3,1,2,1438.3,765,673.3,0.644,4053 5838,718890933,Attrited Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,27,3,2,2,1438.3,0,1438.3,0.68,2429 5839,711148308,Existing Customer,52,M,3,Graduate,Single,$60K - $80K,Blue,46,4,2,2,9357.0,1285,8072.0,0.6940000000000001,4173 5840,712810233,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,36,3,2,3,2423.0,1674,749.0,0.644,4258 5841,714098883,Existing Customer,45,F,1,Graduate,Single,$40K - $60K,Blue,36,5,2,2,1936.0,1613,323.0,0.841,4773 5842,779327733,Existing Customer,43,M,1,Graduate,Divorced,$60K - $80K,Blue,25,4,3,3,1783.0,1014,769.0,0.956,3861 5843,716364408,Existing Customer,59,F,0,Unknown,Married,Less than $40K,Blue,36,4,1,2,1438.3,0,1438.3,0.622,4155 5844,710461083,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,46,4,1,3,1438.3,0,1438.3,0.622,4333 5845,709306983,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Silver,36,6,3,2,10580.0,1023,9557.0,0.907,4721 5846,769035933,Existing Customer,54,F,2,Unknown,Single,Less than $40K,Blue,48,5,3,2,4597.0,1316,3281.0,0.6459999999999999,3507 5847,813182658,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,44,4,2,3,1656.0,929,727.0,0.898,4408 5848,781110408,Existing Customer,39,F,0,High School,Single,Less than $40K,Blue,23,5,3,2,3279.0,0,3279.0,0.765,5048 5849,818007783,Existing Customer,49,F,3,College,Married,$40K - $60K,Blue,44,6,2,3,2578.0,1590,988.0,0.657,4683 5850,708862233,Existing Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,30,3,3,3,4068.0,0,4068.0,1.121,5161 5851,714006333,Attrited Customer,42,F,4,Graduate,Married,Less than $40K,Blue,36,5,2,3,2128.0,528,1600.0,0.525,2289 5852,770596458,Attrited Customer,45,F,2,Doctorate,Married,Less than $40K,Blue,31,4,3,4,2704.0,2262,442.0,0.87,2362 5853,789392883,Existing Customer,38,F,3,Post-Graduate,Unknown,Less than $40K,Blue,29,4,1,0,1878.0,1247,631.0,0.67,4650 5854,803805483,Existing Customer,46,F,3,College,Married,Unknown,Blue,40,3,3,3,10600.0,0,10600.0,0.777,4697 5855,709534083,Attrited Customer,58,F,0,Uneducated,Divorced,Less than $40K,Blue,36,3,2,6,9909.0,0,9909.0,0.466,1844 5856,710579583,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,50,3,2,3,1665.0,983,682.0,0.889,4420 5857,708949908,Attrited Customer,50,M,1,Graduate,Divorced,$120K +,Blue,42,1,3,2,1656.0,0,1656.0,0.626,2073 5858,711907083,Existing Customer,53,M,1,High School,Unknown,$80K - $120K,Blue,36,3,3,4,14111.0,1034,13077.0,0.505,2950 5859,718696458,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,42,4,2,3,2012.0,1230,782.0,0.6679999999999999,3822 5860,710611683,Existing Customer,43,F,2,Post-Graduate,Married,Less than $40K,Blue,31,6,1,1,2837.0,1807,1030.0,0.609,4279 5861,721511883,Existing Customer,40,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,2,1709.0,0,1709.0,0.685,4981 5862,779116158,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Blue,31,5,2,1,5714.0,868,4846.0,0.636,4331 5863,720193533,Existing Customer,41,M,3,Unknown,Married,$60K - $80K,Blue,32,4,1,3,5071.0,1043,4028.0,0.667,3358 5864,753094533,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,44,3,3,3,24028.0,0,24028.0,0.496,3531 5865,719545983,Existing Customer,31,F,2,Post-Graduate,Unknown,Unknown,Blue,13,5,3,3,13882.0,0,13882.0,0.87,4798 5866,716494383,Existing Customer,49,F,3,Graduate,Unknown,$40K - $60K,Blue,41,3,2,2,3585.0,931,2654.0,0.62,4399 5867,769892058,Existing Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,34,4,2,2,9124.0,2126,6998.0,0.449,4564 5868,709098108,Existing Customer,45,F,4,Graduate,Married,Unknown,Blue,35,4,2,2,2705.0,0,2705.0,0.736,4749 5869,715705683,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,36,4,3,2,1936.0,1101,835.0,0.9840000000000001,4578 5870,715724808,Existing Customer,49,M,3,High School,Married,$80K - $120K,Blue,41,5,2,3,8051.0,2138,5913.0,0.716,4370 5871,717123858,Existing Customer,36,F,1,Graduate,Married,$40K - $60K,Blue,36,5,1,3,3635.0,1617,2018.0,0.828,4045 5872,716236683,Existing Customer,46,F,1,High School,Married,Less than $40K,Blue,37,4,2,2,2532.0,1487,1045.0,0.581,4143 5873,771224358,Existing Customer,54,F,4,Unknown,Married,Less than $40K,Blue,41,3,1,3,2028.0,0,2028.0,0.823,4030 5874,779310033,Attrited Customer,42,F,4,Doctorate,Married,Less than $40K,Blue,24,3,2,3,4304.0,0,4304.0,0.183,1788 5875,710595783,Existing Customer,46,F,3,Graduate,Unknown,Unknown,Blue,39,4,1,2,6644.0,2082,4562.0,0.915,4659 5876,711409833,Existing Customer,45,F,5,Uneducated,Married,Less than $40K,Blue,33,3,1,3,1830.0,650,1180.0,0.7240000000000001,4838 5877,721174008,Existing Customer,37,M,2,Uneducated,Married,$120K +,Blue,23,4,3,3,7607.0,2170,5437.0,0.377,4495 5878,714192933,Attrited Customer,55,F,3,Graduate,Single,Less than $40K,Blue,36,3,3,5,2060.0,0,2060.0,0.251,1976 5879,709632483,Existing Customer,49,F,2,High School,Single,Less than $40K,Blue,40,3,2,2,1438.3,906,532.3,0.541,4457 5880,718431258,Existing Customer,41,M,4,High School,Single,$60K - $80K,Blue,28,4,3,3,3126.0,1503,1623.0,0.892,3662 5881,817029108,Existing Customer,47,F,4,Post-Graduate,Single,$40K - $60K,Blue,27,4,6,3,6885.0,1611,5274.0,0.955,3804 5882,796931508,Attrited Customer,42,M,4,High School,Unknown,$60K - $80K,Blue,36,4,3,4,1871.0,0,1871.0,0.73,2593 5883,769577358,Existing Customer,31,F,0,Graduate,Single,Less than $40K,Blue,17,4,2,3,2787.0,1761,1026.0,0.67,4358 5884,815589558,Existing Customer,50,M,2,Post-Graduate,Married,$80K - $120K,Blue,45,6,3,2,1867.0,1478,389.0,0.727,4097 5885,714287583,Attrited Customer,41,F,3,Unknown,Married,Less than $40K,Blue,32,3,2,3,1438.3,0,1438.3,0.37200000000000005,1852 5886,718975083,Attrited Customer,47,F,4,Graduate,Single,Less than $40K,Blue,40,6,4,3,2473.0,0,2473.0,0.547,2133 5887,715315008,Existing Customer,40,M,4,Post-Graduate,Single,$40K - $60K,Blue,30,6,3,2,4640.0,1555,3085.0,0.78,3870 5888,779252283,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,29,6,3,0,2712.0,2411,301.0,0.8440000000000001,5201 5889,714031083,Attrited Customer,46,F,3,Graduate,Unknown,Unknown,Blue,30,3,2,1,8869.0,0,8869.0,0.413,1935 5890,772442883,Attrited Customer,51,F,4,Graduate,Married,Unknown,Blue,41,2,3,5,3853.0,696,3157.0,0.882,2443 5891,714533058,Existing Customer,53,F,3,College,Married,Less than $40K,Blue,43,4,2,3,1438.3,721,717.3,0.601,4606 5892,716570958,Attrited Customer,50,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,36,3,2,3,14409.0,511,13898.0,0.799,2351 5893,710116833,Attrited Customer,59,F,1,High School,Single,$40K - $60K,Blue,36,5,3,3,1665.0,0,1665.0,1.01,2748 5894,718586133,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,31,6,1,3,2639.0,0,2639.0,0.892,4892 5895,773322558,Existing Customer,59,F,2,High School,Married,Less than $40K,Blue,48,6,1,1,2338.0,1566,772.0,0.5329999999999999,3964 5896,714554808,Existing Customer,51,F,1,Graduate,Married,Less than $40K,Blue,40,3,3,0,2774.0,1362,1412.0,0.866,4802 5897,717903108,Existing Customer,57,F,1,College,Single,Unknown,Blue,46,6,1,1,4283.0,488,3795.0,0.865,4689 5898,815908908,Attrited Customer,47,F,4,Uneducated,Single,Unknown,Blue,42,3,4,3,6263.0,2517,3746.0,0.857,2613 5899,771464808,Existing Customer,35,F,2,Graduate,Single,Less than $40K,Blue,23,6,3,3,2317.0,1301,1016.0,0.925,4161 5900,708234558,Existing Customer,55,F,2,College,Divorced,Less than $40K,Blue,43,5,2,1,2239.0,1340,899.0,0.6579999999999999,4540 5901,715737258,Existing Customer,41,F,1,College,Married,Less than $40K,Blue,32,6,3,3,2225.0,0,2225.0,1.06,4917 5902,710188308,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,41,6,2,3,1519.0,1148,371.0,0.767,4927 5903,708670608,Existing Customer,48,F,5,Uneducated,Married,Unknown,Blue,36,4,2,3,5495.0,2200,3295.0,0.696,5125 5904,714839808,Existing Customer,51,F,3,Graduate,Married,Less than $40K,Blue,35,6,1,1,2141.0,1176,965.0,0.746,4317 5905,811140933,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,29,4,1,2,2616.0,1786,830.0,0.8759999999999999,5219 5906,788937933,Existing Customer,39,F,3,Graduate,Divorced,Less than $40K,Blue,25,3,1,1,5494.0,1356,4138.0,0.46299999999999997,3566 5907,721527858,Attrited Customer,52,F,3,High School,Married,Less than $40K,Blue,40,3,5,1,2003.0,1735,268.0,0.855,2343 5908,718265658,Existing Customer,47,F,4,Uneducated,Single,Less than $40K,Blue,36,3,1,2,2092.0,1499,593.0,0.8109999999999999,4130 5909,714312708,Existing Customer,44,M,0,High School,Single,$60K - $80K,Blue,36,6,3,2,6606.0,2517,4089.0,0.825,4493 5910,715821183,Existing Customer,42,F,4,College,Married,Unknown,Blue,23,3,3,2,7102.0,0,7102.0,0.599,4083 5911,709487058,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Silver,36,6,2,3,13812.0,1132,12680.0,0.6990000000000001,3723 5912,712675158,Existing Customer,56,M,1,Graduate,Single,$60K - $80K,Blue,36,5,3,2,7075.0,1676,5399.0,1.268,4160 5913,826473858,Existing Customer,44,M,1,College,Single,$40K - $60K,Blue,40,6,1,2,4274.0,1680,2594.0,0.78,4820 5914,817382958,Existing Customer,47,F,3,High School,Single,Less than $40K,Blue,31,5,1,3,2317.0,0,2317.0,0.57,4894 5915,712927383,Attrited Customer,51,F,2,Uneducated,Single,Less than $40K,Blue,36,3,3,3,1438.3,642,796.3,0.405,1939 5916,712894308,Existing Customer,47,M,4,High School,Married,$80K - $120K,Blue,37,5,3,3,2888.0,0,2888.0,0.7170000000000001,4345 5917,712349808,Existing Customer,44,F,4,College,Single,Unknown,Blue,34,4,1,2,12310.0,670,11640.0,0.8009999999999999,4176 5918,778780008,Existing Customer,48,M,4,Unknown,Married,$60K - $80K,Blue,36,4,3,3,1622.0,1249,373.0,0.585,4164 5919,711430908,Attrited Customer,45,F,4,Graduate,Married,Less than $40K,Blue,34,3,2,1,1438.3,0,1438.3,0.685,2153 5920,779670783,Existing Customer,40,M,3,Unknown,Single,$80K - $120K,Blue,23,6,2,2,12559.0,0,12559.0,0.715,4700 5921,718757808,Existing Customer,56,F,1,Uneducated,Unknown,$40K - $60K,Blue,46,4,3,3,2929.0,1287,1642.0,0.49700000000000005,3875 5922,779530908,Attrited Customer,48,F,3,Unknown,Divorced,Less than $40K,Blue,31,5,2,4,1438.3,0,1438.3,0.5,1897 5923,716389833,Existing Customer,50,F,1,Unknown,Single,Less than $40K,Blue,40,4,1,2,2319.0,1026,1293.0,0.521,4099 5924,718469658,Existing Customer,37,F,2,Uneducated,Married,Unknown,Blue,22,4,3,3,7927.0,996,6931.0,0.521,4094 5925,809849358,Attrited Customer,55,F,2,Graduate,Divorced,Less than $40K,Blue,50,2,6,3,1720.0,0,1720.0,0.7070000000000001,2719 5926,719772258,Existing Customer,38,M,3,Unknown,Single,$80K - $120K,Blue,30,5,1,3,3642.0,724,2918.0,0.68,4517 5927,809363958,Existing Customer,49,F,3,High School,Married,$40K - $60K,Blue,44,5,1,2,3881.0,0,3881.0,0.601,4177 5928,709165533,Existing Customer,47,M,3,Doctorate,Unknown,$120K +,Blue,41,6,2,2,6143.0,1151,4992.0,0.866,4330 5929,809846283,Existing Customer,42,F,1,Unknown,Married,Less than $40K,Blue,37,3,3,0,1438.3,0,1438.3,0.72,4154 5930,708427908,Existing Customer,52,F,4,College,Unknown,Less than $40K,Blue,39,6,3,1,2035.0,1343,692.0,0.835,4643 5931,721228308,Attrited Customer,47,F,2,High School,Married,Less than $40K,Blue,39,5,3,3,3899.0,0,3899.0,0.718,2182 5932,713374533,Existing Customer,52,F,1,Unknown,Single,$40K - $60K,Blue,43,4,2,2,1981.0,1082,899.0,0.584,3913 5933,708708858,Attrited Customer,50,F,1,Graduate,Single,Less than $40K,Blue,36,1,3,4,2422.0,502,1920.0,0.997,2548 5934,721111233,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,43,6,3,3,11964.0,800,11164.0,0.9540000000000001,4853 5935,708538608,Existing Customer,50,F,4,College,Married,Unknown,Blue,36,6,4,3,3862.0,0,3862.0,0.578,4058 5936,718866633,Existing Customer,46,M,2,College,Married,$80K - $120K,Blue,36,5,4,2,33142.0,0,33142.0,0.846,4347 5937,719100633,Existing Customer,40,M,2,High School,Single,$120K +,Silver,36,3,4,2,34516.0,1436,33080.0,0.688,3564 5938,789328083,Attrited Customer,42,F,4,High School,Married,Less than $40K,Blue,32,6,3,3,3454.0,0,3454.0,0.862,2826 5939,822905058,Existing Customer,29,F,2,Graduate,Married,Less than $40K,Blue,25,6,3,2,2732.0,1746,986.0,1.028,4702 5940,816549933,Existing Customer,50,M,4,High School,Divorced,$80K - $120K,Blue,45,4,2,2,1687.0,992,695.0,0.721,4342 5941,716421633,Attrited Customer,43,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,4,3523.0,0,3523.0,0.973,3174 5942,712667958,Existing Customer,40,M,4,Uneducated,Single,$120K +,Blue,36,4,3,2,5773.0,2024,3749.0,0.977,3732 5943,809559933,Attrited Customer,45,F,3,Graduate,Married,Unknown,Blue,40,3,5,3,4462.0,706,3756.0,0.8859999999999999,2526 5944,819979458,Existing Customer,35,F,3,Doctorate,Married,Less than $40K,Blue,30,5,2,2,3976.0,1789,2187.0,0.9309999999999999,4419 5945,708100533,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,36,3,3,3,2679.0,2277,402.0,0.736,4943 5946,778669608,Existing Customer,49,F,4,Unknown,Married,$40K - $60K,Blue,29,6,3,2,1564.0,0,1564.0,1.114,5172 5947,802867683,Existing Customer,53,F,2,High School,Single,$40K - $60K,Blue,47,5,2,3,1536.0,728,808.0,0.604,4133 5948,711893358,Existing Customer,46,M,5,High School,Married,$40K - $60K,Blue,37,6,2,1,2375.0,1196,1179.0,0.6409999999999999,4087 5949,785410158,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,42,4,3,3,2719.0,0,2719.0,0.794,4172 5950,718596858,Existing Customer,53,F,4,Graduate,Divorced,$40K - $60K,Blue,45,5,3,1,3369.0,2424,945.0,0.825,5220 5951,708338958,Existing Customer,58,F,1,Graduate,Single,Less than $40K,Blue,36,5,1,1,3173.0,1713,1460.0,0.609,3797 5952,714688833,Existing Customer,47,F,2,High School,Unknown,Less than $40K,Blue,36,4,2,2,3139.0,0,3139.0,0.728,4892 5953,789662283,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,33,3,3,4,2140.0,0,2140.0,0.765,2915 5954,712805658,Existing Customer,56,F,3,Uneducated,Single,Less than $40K,Blue,46,4,3,2,2258.0,0,2258.0,0.617,4803 5955,815598858,Existing Customer,48,M,3,Graduate,Married,$40K - $60K,Blue,43,5,1,1,2423.0,1779,644.0,0.503,4035 5956,779412783,Existing Customer,55,F,1,High School,Single,Less than $40K,Blue,37,4,3,3,2376.0,1969,407.0,0.7879999999999999,4301 5957,780036483,Existing Customer,38,M,1,Graduate,Single,Less than $40K,Blue,28,4,5,2,1690.0,1459,231.0,0.667,3928 5958,711527508,Attrited Customer,46,F,3,High School,Married,$40K - $60K,Blue,34,2,3,2,8583.0,0,8583.0,0.358,1794 5959,720768258,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,34,5,2,1,2996.0,2147,849.0,0.503,4724 5960,716023533,Existing Customer,49,F,1,Post-Graduate,Single,Unknown,Blue,39,6,3,2,2880.0,1996,884.0,0.7190000000000001,4334 5961,714075708,Existing Customer,48,M,4,Uneducated,Divorced,$80K - $120K,Gold,38,4,3,1,34516.0,1426,33090.0,0.621,4814 5962,787475433,Existing Customer,36,F,2,Doctorate,Single,Unknown,Blue,23,5,2,3,6966.0,905,6061.0,0.755,4855 5963,787505133,Attrited Customer,36,M,3,College,Married,$120K +,Blue,24,2,2,3,11316.0,1599,9717.0,0.713,2595 5964,712241433,Existing Customer,38,F,0,High School,Single,Less than $40K,Blue,30,4,2,1,1438.3,1003,435.3,0.629,4247 5965,807990108,Existing Customer,44,M,1,Uneducated,Divorced,$120K +,Blue,39,3,2,3,11362.0,0,11362.0,0.6679999999999999,3197 5966,719018208,Attrited Customer,52,F,0,Doctorate,Married,Unknown,Blue,46,6,4,3,7210.0,0,7210.0,0.769,2516 5967,716641983,Existing Customer,55,F,4,College,Single,Unknown,Blue,36,5,3,3,7790.0,753,7037.0,0.968,4835 5968,708989358,Existing Customer,37,F,2,Unknown,Married,Less than $40K,Blue,18,3,3,1,2023.0,1587,436.0,0.647,4391 5969,708807483,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Blue,45,5,2,3,9117.0,1259,7858.0,0.88,3837 5970,715774833,Existing Customer,41,F,2,Doctorate,Unknown,Less than $40K,Blue,36,4,1,2,1801.0,940,861.0,0.594,3797 5971,714733908,Existing Customer,51,M,2,High School,Married,$60K - $80K,Blue,37,6,6,3,8787.0,1087,7700.0,0.9740000000000001,4537 5972,721067658,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Silver,36,6,1,3,27436.0,642,26794.0,0.705,4051 5973,788997408,Existing Customer,65,F,2,Doctorate,Single,Less than $40K,Blue,53,6,3,2,2195.0,1917,278.0,0.535,4205 5974,719835033,Existing Customer,46,M,4,College,Married,$80K - $120K,Blue,34,5,3,2,13734.0,568,13166.0,0.7190000000000001,4283 5975,771854808,Existing Customer,45,M,4,Graduate,Married,$60K - $80K,Blue,34,6,2,3,2731.0,1868,863.0,0.5329999999999999,3915 5976,717299958,Existing Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,45,3,2,0,2453.0,1534,919.0,0.785,4185 5977,720778458,Existing Customer,49,M,3,Unknown,Married,$60K - $80K,Blue,36,6,3,3,7451.0,1542,5909.0,0.684,4960 5978,713019783,Existing Customer,41,F,3,High School,Married,$40K - $60K,Blue,35,3,3,3,2644.0,1794,850.0,0.863,4081 5979,770968383,Attrited Customer,41,M,4,Graduate,Married,$80K - $120K,Silver,28,3,2,3,34516.0,825,33691.0,0.616,2022 5980,709747308,Existing Customer,41,M,5,Graduate,Married,$60K - $80K,Blue,36,4,4,3,4575.0,1344,3231.0,0.46,4726 5981,801366783,Existing Customer,51,F,1,College,Single,Less than $40K,Blue,45,3,3,2,4860.0,1772,3088.0,0.561,4329 5982,798786333,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,40,6,4,2,1438.3,510,928.3,0.711,3399 5983,771723408,Attrited Customer,37,F,2,Unknown,Single,Less than $40K,Blue,25,3,2,4,1690.0,0,1690.0,0.69,2645 5984,715117008,Existing Customer,39,M,5,Uneducated,Married,$40K - $60K,Blue,36,4,2,3,1438.3,0,1438.3,0.677,4596 5985,713944833,Existing Customer,46,M,5,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,24512.0,766,23746.0,0.509,4561 5986,713569158,Attrited Customer,43,F,3,High School,Single,$40K - $60K,Blue,34,1,3,2,1654.0,1474,180.0,0.586,2086 5987,713037333,Existing Customer,63,M,1,Graduate,Single,$80K - $120K,Blue,55,6,1,2,21430.0,0,21430.0,0.511,3561 5988,718267233,Existing Customer,50,M,1,Graduate,Married,$120K +,Silver,38,4,3,3,34516.0,1915,32601.0,0.625,3828 5989,709736658,Existing Customer,37,M,4,Uneducated,Married,$40K - $60K,Blue,27,6,3,2,1438.3,759,679.3,0.858,4446 5990,710929233,Existing Customer,33,F,2,Doctorate,Single,Less than $40K,Blue,36,5,2,3,2800.0,1559,1241.0,0.598,4253 5991,714290583,Existing Customer,44,M,4,Post-Graduate,Married,$60K - $80K,Blue,36,3,2,2,3117.0,1400,1717.0,0.9129999999999999,4391 5992,717972408,Existing Customer,44,M,2,Uneducated,Married,$80K - $120K,Blue,34,6,3,3,2558.0,2016,542.0,0.8059999999999999,3792 5993,718626033,Attrited Customer,47,M,3,High School,Married,$60K - $80K,Blue,39,2,3,2,10061.0,0,10061.0,0.787,2802 5994,720008133,Existing Customer,45,F,4,Graduate,Unknown,Unknown,Blue,36,4,1,3,3416.0,727,2689.0,0.58,4121 5995,710476908,Existing Customer,39,F,3,Graduate,Married,Unknown,Blue,28,3,3,3,9371.0,1066,8305.0,0.89,4754 5996,709888383,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,3,1,2,3147.0,2453,694.0,0.7440000000000001,4465 5997,788864508,Existing Customer,52,F,3,Unknown,Single,Less than $40K,Blue,37,4,2,2,1554.0,926,628.0,0.785,4997 5998,714010383,Attrited Customer,47,F,5,Uneducated,Single,Unknown,Blue,40,5,4,5,3502.0,0,3502.0,0.531,1895 5999,719549508,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,40,4,2,2,2712.0,1686,1026.0,0.7909999999999999,4678 6000,718670808,Existing Customer,59,F,0,College,Married,Less than $40K,Blue,51,6,1,0,1438.3,0,1438.3,0.715,4817 6001,718211208,Existing Customer,39,M,3,High School,Married,$120K +,Blue,36,6,3,2,3281.0,1682,1599.0,0.5770000000000001,4109 6002,712578933,Attrited Customer,35,F,5,High School,Married,$40K - $60K,Blue,25,3,2,6,1438.3,0,1438.3,0.763,2500 6003,709343433,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,26,5,3,3,2469.0,1826,643.0,0.6659999999999999,3837 6004,767488908,Existing Customer,41,M,4,Unknown,Married,$80K - $120K,Blue,35,4,2,3,3497.0,0,3497.0,0.696,4345 6005,719531133,Existing Customer,46,F,4,Unknown,Unknown,$40K - $60K,Blue,38,4,2,3,2505.0,0,2505.0,0.8,4384 6006,719006508,Existing Customer,34,M,2,Graduate,Married,$60K - $80K,Blue,36,5,1,3,2763.0,1913,850.0,0.598,4136 6007,721287183,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,35,5,2,3,2081.0,0,2081.0,1.004,4863 6008,711144183,Attrited Customer,55,F,3,Graduate,Married,Unknown,Blue,45,1,3,1,2815.0,1848,967.0,0.563,2618 6009,709080783,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,38,4,1,3,1737.0,0,1737.0,0.953,4723 6010,710520408,Existing Customer,52,F,4,High School,Single,Unknown,Blue,36,5,3,3,9078.0,1194,7884.0,0.745,4458 6011,785262333,Attrited Customer,46,M,5,Uneducated,Unknown,$40K - $60K,Blue,40,5,4,3,6185.0,1960,4225.0,0.669,2225 6012,716513358,Existing Customer,51,F,2,Graduate,Divorced,Unknown,Blue,36,5,3,3,2069.0,1802,267.0,0.6509999999999999,4402 6013,719073483,Attrited Customer,45,M,3,Uneducated,Married,$80K - $120K,Blue,38,3,3,3,9234.0,0,9234.0,0.629,2586 6014,715372083,Existing Customer,37,F,1,Graduate,Single,Less than $40K,Blue,36,3,3,3,2684.0,0,2684.0,0.66,4796 6015,780034083,Existing Customer,48,F,3,High School,Married,$40K - $60K,Blue,38,3,2,2,2151.0,0,2151.0,0.763,4604 6016,794581533,Existing Customer,52,M,2,College,Single,$60K - $80K,Blue,37,4,3,3,2749.0,1380,1369.0,0.937,3882 6017,710013258,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,31,3,2,2,1980.0,823,1157.0,0.861,4467 6018,719084358,Attrited Customer,55,F,1,Graduate,Married,Less than $40K,Blue,46,6,4,3,4232.0,0,4232.0,0.878,2312 6019,789173958,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,34,4,1,2,1438.3,877,561.3,0.743,4283 6020,789575583,Existing Customer,43,F,2,Uneducated,Unknown,Unknown,Blue,36,5,1,0,6931.0,1380,5551.0,0.795,4437 6021,712434708,Attrited Customer,52,F,3,High School,Married,Less than $40K,Blue,39,5,3,2,3302.0,2517,785.0,0.705,2682 6022,808675083,Existing Customer,61,M,1,Graduate,Single,Unknown,Blue,56,5,3,2,4235.0,1675,2560.0,1.079,3862 6023,710864358,Existing Customer,51,F,2,Doctorate,Married,Unknown,Blue,45,6,6,2,6501.0,0,6501.0,0.6509999999999999,5074 6024,712574583,Existing Customer,34,F,1,Graduate,Single,Unknown,Blue,21,6,1,3,6376.0,1322,5054.0,0.7090000000000001,5192 6025,708412758,Attrited Customer,33,F,3,Graduate,Single,Less than $40K,Blue,36,5,2,3,1457.0,0,1457.0,0.677,2200 6026,714389058,Existing Customer,38,F,3,Unknown,Married,$40K - $60K,Blue,36,3,3,2,5576.0,0,5576.0,0.6859999999999999,4322 6027,715767033,Existing Customer,56,F,3,College,Single,Unknown,Blue,36,5,1,3,1438.3,0,1438.3,0.76,4919 6028,779281233,Existing Customer,45,F,3,Graduate,Single,Unknown,Blue,27,4,3,3,2478.0,1748,730.0,0.643,4353 6029,717147708,Existing Customer,44,M,2,Uneducated,Divorced,$60K - $80K,Blue,34,6,3,2,3650.0,1270,2380.0,0.792,4250 6030,715029333,Existing Customer,52,F,2,Unknown,Divorced,Less than $40K,Blue,36,4,2,3,2111.0,0,2111.0,0.831,4459 6031,806989008,Existing Customer,30,F,0,High School,Single,Unknown,Blue,25,4,1,2,12917.0,1157,11760.0,0.6679999999999999,4108 6032,713158083,Attrited Customer,56,M,2,High School,Single,$120K +,Blue,46,2,4,4,7327.0,0,7327.0,0.598,2185 6033,771037008,Existing Customer,46,M,1,Uneducated,Married,$80K - $120K,Blue,33,3,1,2,13324.0,0,13324.0,0.917,4245 6034,710587458,Existing Customer,34,M,2,High School,Unknown,$80K - $120K,Blue,22,4,3,2,11154.0,1612,9542.0,0.633,4339 6035,710563458,Existing Customer,43,F,1,Graduate,Divorced,Unknown,Blue,30,5,3,3,9535.0,660,8875.0,0.9440000000000001,4210 6036,720010608,Attrited Customer,37,M,2,Unknown,Single,$40K - $60K,Blue,24,6,2,4,10226.0,0,10226.0,0.614,2243 6037,710343783,Existing Customer,37,F,5,Unknown,Married,Less than $40K,Blue,29,6,1,2,2140.0,0,2140.0,0.602,4610 6038,772578858,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Blue,39,3,4,2,2904.0,2203,701.0,0.7959999999999999,3848 6039,708559533,Existing Customer,40,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,3,2,1770.0,584,1186.0,0.706,4442 6040,711939558,Attrited Customer,37,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,3,1534.0,0,1534.0,0.642,2596 6041,772143333,Existing Customer,46,F,2,High School,Single,Less than $40K,Blue,35,6,3,3,2170.0,1498,672.0,0.64,4569 6042,711067383,Existing Customer,53,M,1,Unknown,Single,$120K +,Blue,45,6,2,3,10001.0,0,10001.0,0.6759999999999999,4167 6043,817041408,Existing Customer,56,F,3,High School,Married,Unknown,Blue,41,3,2,3,4169.0,1549,2620.0,0.768,4519 6044,771942333,Existing Customer,65,M,1,College,Single,Less than $40K,Blue,54,5,2,2,5363.0,1309,4054.0,0.574,3855 6045,755247108,Existing Customer,50,F,2,Doctorate,Single,Less than $40K,Blue,43,4,1,0,3206.0,0,3206.0,0.631,4731 6046,715710708,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,37,6,3,2,18085.0,747,17338.0,0.6809999999999999,4583 6047,713858733,Existing Customer,61,F,0,Post-Graduate,Married,$40K - $60K,Blue,53,4,3,2,2566.0,2164,402.0,0.578,4344 6048,717129333,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,25,3,1,2,1438.3,0,1438.3,0.7440000000000001,4434 6049,716924958,Attrited Customer,65,F,2,Graduate,Single,Less than $40K,Blue,56,3,0,3,6812.0,1926,4886.0,0.735,2288 6050,719614758,Existing Customer,45,F,4,Graduate,Single,$40K - $60K,Blue,34,3,2,2,2700.0,1977,723.0,0.8009999999999999,4984 6051,721537683,Existing Customer,50,F,3,Post-Graduate,Married,Unknown,Blue,41,3,3,3,5471.0,1342,4129.0,0.5770000000000001,4002 6052,771500358,Existing Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,31,5,3,1,4332.0,1313,3019.0,0.6709999999999999,4093 6053,711531858,Attrited Customer,48,F,4,Unknown,Married,Less than $40K,Blue,41,3,3,3,2447.0,1267,1180.0,0.449,2132 6054,715060158,Existing Customer,41,F,4,Graduate,Single,Less than $40K,Blue,26,5,2,2,1783.0,1282,501.0,0.504,3853 6055,779725833,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Blue,26,4,3,2,11761.0,1775,9986.0,0.925,4946 6056,716592558,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,36,3,3,3,2340.0,1101,1239.0,0.7659999999999999,4501 6057,771020133,Existing Customer,45,F,5,Uneducated,Single,Less than $40K,Blue,32,3,3,0,2859.0,1776,1083.0,0.79,4440 6058,709153008,Existing Customer,37,M,3,High School,Married,$40K - $60K,Blue,36,3,3,3,2523.0,2481,42.0,0.7440000000000001,4683 6059,713394858,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,34,4,2,2,4776.0,0,4776.0,0.626,4581 6060,721175283,Existing Customer,59,F,1,Graduate,Married,Less than $40K,Blue,36,3,1,1,2697.0,1410,1287.0,0.925,4489 6061,715503558,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,3542.0,2417,1125.0,0.687,4127 6062,819943458,Attrited Customer,57,M,3,Graduate,Single,$120K +,Blue,52,6,4,3,34516.0,1000,33516.0,0.6940000000000001,1777 6063,717094758,Existing Customer,40,F,4,Post-Graduate,Married,Unknown,Blue,29,5,3,1,8823.0,0,8823.0,0.812,4453 6064,772073508,Attrited Customer,52,F,1,College,Single,Less than $40K,Blue,41,5,3,6,1764.0,0,1764.0,0.8240000000000001,2740 6065,721351983,Attrited Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,3,3492.0,2517,975.0,0.6,2510 6066,714477408,Attrited Customer,36,F,3,High School,Married,Less than $40K,Blue,36,3,3,3,2977.0,1340,1637.0,0.507,2201 6067,718471758,Existing Customer,49,M,4,Doctorate,Single,$60K - $80K,Silver,37,5,2,2,30976.0,2051,28925.0,0.684,3193 6068,711607833,Existing Customer,43,M,5,High School,Married,$60K - $80K,Blue,36,5,2,1,2810.0,2384,426.0,0.8590000000000001,4875 6069,708621408,Existing Customer,39,F,1,Unknown,Single,Less than $40K,Blue,28,3,2,1,1438.3,0,1438.3,0.799,4173 6070,719277033,Existing Customer,44,M,3,High School,Single,$40K - $60K,Blue,34,5,3,1,8997.0,708,8289.0,0.586,4558 6071,813905508,Existing Customer,57,F,3,Uneducated,Single,Less than $40K,Blue,52,4,3,3,2002.0,1188,814.0,0.63,3735 6072,719761458,Existing Customer,55,M,4,Post-Graduate,Single,$60K - $80K,Blue,36,3,2,1,4998.0,1626,3372.0,0.695,4329 6073,708222558,Existing Customer,37,F,2,Post-Graduate,Married,Less than $40K,Blue,36,6,2,3,2310.0,1513,797.0,0.682,4191 6074,713937558,Existing Customer,54,F,2,High School,Married,$40K - $60K,Blue,36,3,3,3,3892.0,0,3892.0,0.738,4318 6075,709603608,Existing Customer,34,M,3,Uneducated,Married,$60K - $80K,Blue,25,6,1,1,2345.0,1643,702.0,0.6779999999999999,4634 6076,804661083,Existing Customer,50,M,0,Graduate,Single,$80K - $120K,Blue,45,3,2,2,2135.0,1506,629.0,0.883,4821 6077,720977358,Existing Customer,50,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,2,2528.0,1689,839.0,0.514,4269 6078,718420308,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,36,3,1,3,3397.0,1658,1739.0,0.7240000000000001,4208 6079,714046608,Existing Customer,49,M,0,Doctorate,Married,$60K - $80K,Blue,39,5,6,3,19719.0,1395,18324.0,0.565,3572 6080,718048608,Existing Customer,41,F,3,Graduate,Married,Unknown,Blue,33,5,3,0,15292.0,1325,13967.0,1.008,5120 6081,718497033,Existing Customer,52,M,1,High School,Married,$120K +,Blue,36,5,3,3,31733.0,0,31733.0,0.735,3723 6082,711801933,Attrited Customer,54,F,4,High School,Single,$40K - $60K,Blue,36,3,3,4,1438.3,0,1438.3,0.6409999999999999,2092 6083,716282208,Attrited Customer,54,F,2,Post-Graduate,Married,Less than $40K,Blue,48,3,6,3,1638.0,0,1638.0,0.163,1702 6084,789076083,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,38,6,3,2,2775.0,1475,1300.0,0.8540000000000001,4608 6085,714045783,Attrited Customer,37,F,2,Graduate,Married,$40K - $60K,Blue,29,2,2,6,2547.0,1965,582.0,0.535,2160 6086,769720683,Existing Customer,50,F,1,Graduate,Married,Unknown,Blue,44,5,2,2,5708.0,1884,3824.0,0.7909999999999999,4914 6087,721092783,Existing Customer,46,M,3,Graduate,Married,$80K - $120K,Blue,36,6,3,1,19838.0,1290,18548.0,0.59,3982 6088,720243933,Attrited Customer,47,M,2,Uneducated,Married,$60K - $80K,Blue,32,1,3,6,1789.0,0,1789.0,0.637,2784 6089,818502708,Existing Customer,51,F,1,Uneducated,Single,$40K - $60K,Blue,46,5,3,2,2284.0,1674,610.0,0.784,4885 6090,712942308,Existing Customer,42,M,3,Doctorate,Single,$60K - $80K,Blue,36,6,1,3,11535.0,1527,10008.0,0.664,3730 6091,714262533,Existing Customer,28,F,0,Unknown,Married,Unknown,Blue,36,3,4,2,3524.0,1306,2218.0,0.8,4252 6092,714708183,Existing Customer,58,M,2,High School,Single,$60K - $80K,Silver,49,4,3,3,30186.0,0,30186.0,0.606,4070 6093,718285308,Existing Customer,44,F,1,Unknown,Single,Less than $40K,Blue,31,6,3,1,1438.3,0,1438.3,0.561,3576 6094,720595083,Existing Customer,40,F,3,Unknown,Married,Less than $40K,Blue,30,4,2,3,1620.0,1278,342.0,0.595,4530 6095,787501758,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,39,5,2,1,4038.0,1237,2801.0,0.61,4188 6096,714990633,Existing Customer,56,M,4,Graduate,Single,$80K - $120K,Blue,36,5,3,2,2078.0,1696,382.0,0.562,4382 6097,714652383,Existing Customer,51,F,4,Graduate,Married,Less than $40K,Blue,36,5,3,2,1571.0,0,1571.0,0.89,4580 6098,788776008,Existing Customer,43,M,3,College,Married,$80K - $120K,Blue,24,6,3,1,4726.0,1161,3565.0,0.698,4683 6099,709176108,Existing Customer,56,F,4,Post-Graduate,Unknown,Less than $40K,Blue,49,5,3,3,4604.0,621,3983.0,0.8140000000000001,4586 6100,719354433,Existing Customer,48,M,1,College,Single,$80K - $120K,Silver,36,6,3,3,34516.0,1629,32887.0,0.815,4042 6101,709368483,Existing Customer,56,M,2,Graduate,Married,$40K - $60K,Blue,45,5,2,1,1438.3,0,1438.3,0.9129999999999999,4323 6102,717621333,Existing Customer,48,F,3,Unknown,Divorced,Less than $40K,Blue,36,5,2,1,2680.0,1871,809.0,0.955,4592 6103,716272158,Attrited Customer,41,F,3,College,Married,$40K - $60K,Blue,15,5,3,4,4312.0,2517,1795.0,0.741,2693 6104,803355408,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,44,5,3,1,2205.0,1659,546.0,0.8909999999999999,4813 6105,717073308,Existing Customer,44,F,3,College,Married,Less than $40K,Blue,31,5,6,2,2679.0,727,1952.0,0.894,4804 6106,789105183,Existing Customer,54,M,3,Post-Graduate,Single,$80K - $120K,Silver,42,3,1,2,34516.0,2488,32028.0,0.552,4401 6107,721305408,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,37,4,2,1,3378.0,0,3378.0,0.58,4761 6108,715739733,Existing Customer,34,M,1,High School,Single,$40K - $60K,Blue,25,4,1,2,1793.0,1141,652.0,0.715,5293 6109,779217333,Existing Customer,59,F,0,Graduate,Divorced,Less than $40K,Blue,49,6,2,3,2228.0,1502,726.0,0.7190000000000001,3922 6110,712133508,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,22,5,0,2,2577.0,1582,995.0,0.6970000000000001,4734 6111,714602658,Attrited Customer,39,F,1,Graduate,Married,Less than $40K,Blue,36,1,2,3,1462.0,0,1462.0,0.39299999999999996,1998 6112,712446783,Attrited Customer,50,F,4,Graduate,Married,Less than $40K,Blue,30,5,3,4,4038.0,1530,2508.0,0.7240000000000001,2400 6113,720049083,Attrited Customer,35,F,1,Unknown,Divorced,Unknown,Blue,24,5,3,3,1438.3,0,1438.3,0.8490000000000001,2355 6114,824172258,Existing Customer,34,F,2,Unknown,Divorced,Less than $40K,Blue,30,3,1,2,4408.0,1510,2898.0,0.73,4495 6115,717695058,Existing Customer,46,F,5,High School,Married,Unknown,Blue,35,3,1,3,4163.0,0,4163.0,0.743,4763 6116,719782458,Existing Customer,49,F,1,Graduate,Married,$40K - $60K,Blue,39,3,3,3,7201.0,1992,5209.0,0.778,3981 6117,718141983,Existing Customer,49,M,0,High School,Single,$80K - $120K,Blue,43,6,3,1,1883.0,1295,588.0,0.81,5187 6118,718853358,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,36,5,1,2,3308.0,2517,791.0,0.5429999999999999,5104 6119,772539558,Existing Customer,65,F,0,College,Single,Less than $40K,Blue,55,3,3,0,2022.0,0,2022.0,0.579,4623 6120,817094283,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Blue,23,5,3,3,8597.0,903,7694.0,0.773,5173 6121,716932308,Existing Customer,38,F,2,College,Married,Unknown,Blue,28,5,1,3,4693.0,634,4059.0,0.909,4460 6122,714738858,Existing Customer,52,F,1,Graduate,Unknown,Less than $40K,Blue,36,6,1,3,2873.0,1714,1159.0,0.7959999999999999,4620 6123,772409733,Existing Customer,39,F,3,High School,Divorced,$40K - $60K,Blue,28,4,1,3,3400.0,2307,1093.0,0.9009999999999999,4742 6124,717534108,Existing Customer,48,F,3,High School,Divorced,$40K - $60K,Blue,40,3,1,3,2405.0,1410,995.0,0.866,4421 6125,816378033,Attrited Customer,46,M,4,Uneducated,Single,$80K - $120K,Gold,41,6,3,2,34516.0,1104,33412.0,0.591,1989 6126,790141308,Existing Customer,44,M,2,College,Married,$80K - $120K,Blue,37,5,3,1,8241.0,0,8241.0,0.723,4436 6127,710770383,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,36,4,3,1,1438.3,582,856.3,0.611,4915 6128,711351108,Existing Customer,44,F,3,High School,Unknown,Less than $40K,Blue,36,3,3,2,2608.0,1804,804.0,0.847,4671 6129,713744058,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,36,6,2,3,2359.0,1509,850.0,1.1,5232 6130,708998583,Existing Customer,47,F,4,Post-Graduate,Married,Less than $40K,Blue,39,6,2,2,1790.0,0,1790.0,0.516,4141 6131,827451333,Attrited Customer,54,F,2,Uneducated,Married,Less than $40K,Blue,50,3,6,3,2247.0,0,2247.0,0.6409999999999999,2615 6132,714228558,Existing Customer,40,M,3,High School,Single,$80K - $120K,Blue,36,5,3,3,3624.0,0,3624.0,0.74,4749 6133,797668983,Existing Customer,42,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,1,1438.3,0,1438.3,0.795,4396 6134,713023158,Existing Customer,39,F,2,College,Married,$40K - $60K,Blue,31,3,1,2,2901.0,2143,758.0,0.948,4239 6135,709982658,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,31,4,2,3,9759.0,2038,7721.0,0.622,4226 6136,715398858,Existing Customer,57,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,3,2,2525.0,1203,1322.0,0.725,4360 6137,715615233,Existing Customer,60,F,1,High School,Divorced,Less than $40K,Blue,48,5,3,3,2737.0,1812,925.0,0.703,4507 6138,710650608,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,2,19262.0,1480,17782.0,0.649,4812 6139,803214108,Existing Customer,33,F,0,High School,Single,Unknown,Blue,27,6,1,1,2252.0,1826,426.0,0.716,5055 6140,717202083,Attrited Customer,46,M,2,Unknown,Single,$80K - $120K,Blue,34,2,3,3,7077.0,0,7077.0,0.838,2619 6141,719051733,Existing Customer,63,M,0,College,Single,$60K - $80K,Blue,51,4,2,1,2706.0,889,1817.0,0.73,5047 6142,789900633,Existing Customer,49,F,2,High School,Married,$40K - $60K,Blue,40,5,3,2,3263.0,1522,1741.0,0.58,4288 6143,789122808,Attrited Customer,41,F,4,College,Married,$40K - $60K,Blue,29,5,2,3,3281.0,0,3281.0,0.875,2907 6144,709902108,Existing Customer,51,M,2,High School,Married,$80K - $120K,Blue,40,4,3,2,8169.0,794,7375.0,0.665,4927 6145,713666058,Existing Customer,46,F,5,College,Divorced,$40K - $60K,Blue,38,6,1,3,3276.0,1915,1361.0,0.672,4264 6146,711453783,Existing Customer,41,F,3,Unknown,Single,Less than $40K,Blue,29,4,2,3,1966.0,1452,514.0,0.621,4666 6147,778936008,Existing Customer,46,F,4,High School,Married,Unknown,Blue,30,3,1,3,5869.0,0,5869.0,0.852,5103 6148,708085458,Existing Customer,34,F,2,Uneducated,Single,Less than $40K,Blue,24,6,2,2,1438.3,0,1438.3,0.8270000000000001,3940 6149,749067633,Existing Customer,45,F,2,Unknown,Married,Less than $40K,Blue,38,3,2,3,3682.0,0,3682.0,0.797,4015 6150,716170308,Existing Customer,27,F,0,Graduate,Divorced,Unknown,Blue,36,5,1,0,13439.0,2003,11436.0,0.9359999999999999,4715 6151,711507783,Attrited Customer,54,F,2,Doctorate,Single,Less than $40K,Blue,42,3,4,3,1694.0,0,1694.0,0.354,1930 6152,819752133,Existing Customer,41,M,2,High School,Divorced,$80K - $120K,Blue,36,6,2,2,1636.0,986,650.0,0.833,4695 6153,711061908,Existing Customer,48,F,1,Graduate,Married,Less than $40K,Blue,38,6,2,3,1449.0,749,700.0,0.943,4039 6154,744231708,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,38,3,3,3,1513.0,788,725.0,0.677,4166 6155,716856408,Attrited Customer,39,F,4,Graduate,Single,Less than $40K,Blue,28,5,2,4,1438.3,0,1438.3,0.777,2392 6156,711780108,Existing Customer,46,F,4,Doctorate,Divorced,Less than $40K,Blue,38,4,3,2,4120.0,1578,2542.0,0.379,4792 6157,715178733,Existing Customer,47,F,2,Unknown,Single,Less than $40K,Blue,41,5,3,1,2289.0,1611,678.0,0.648,4817 6158,721418133,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,33,6,2,3,2016.0,972,1044.0,0.685,4535 6159,720124758,Attrited Customer,49,M,3,Uneducated,Married,$80K - $120K,Blue,40,5,4,3,2509.0,450,2059.0,0.654,2239 6160,809068983,Existing Customer,40,F,2,Graduate,Married,Less than $40K,Blue,35,3,1,3,3511.0,0,3511.0,0.758,5238 6161,711052308,Existing Customer,45,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,37,6,3,3,2751.0,2432,319.0,0.905,4453 6162,718967433,Existing Customer,34,F,2,High School,Divorced,Less than $40K,Blue,36,3,6,3,2426.0,0,2426.0,0.888,4918 6163,709827933,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,36,3,3,2,12230.0,1196,11034.0,0.62,3659 6164,787568433,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,33,3,1,3,7328.0,936,6392.0,0.6890000000000001,4518 6165,720256158,Existing Customer,47,F,2,High School,Married,Unknown,Blue,40,5,1,3,2264.0,0,2264.0,0.67,4279 6166,715435758,Existing Customer,42,M,2,Graduate,Single,$80K - $120K,Blue,36,3,1,3,3046.0,1231,1815.0,0.6920000000000001,4711 6167,719505483,Existing Customer,51,F,0,Uneducated,Married,Unknown,Blue,36,6,3,2,5881.0,0,5881.0,0.71,4431 6168,721247883,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,41,4,2,3,16207.0,922,15285.0,0.635,3621 6169,772220433,Existing Customer,44,M,3,College,Unknown,$60K - $80K,Blue,33,6,3,2,15468.0,1187,14281.0,0.93,4484 6170,789692283,Existing Customer,47,F,5,College,Single,Less than $40K,Blue,34,4,3,2,5950.0,0,5950.0,0.44,4655 6171,815091333,Existing Customer,48,F,3,Unknown,Married,Less than $40K,Blue,43,3,1,2,3119.0,2196,923.0,0.81,4705 6172,778732158,Existing Customer,50,F,3,Uneducated,Unknown,Unknown,Blue,30,4,1,3,1507.0,0,1507.0,0.648,4037 6173,715129233,Existing Customer,51,F,4,High School,Single,Less than $40K,Blue,36,6,3,3,2902.0,1634,1268.0,0.588,4748 6174,714083208,Existing Customer,47,F,3,College,Married,Less than $40K,Blue,38,5,2,2,1585.0,1304,281.0,0.727,4656 6175,716559108,Existing Customer,47,F,1,High School,Single,Less than $40K,Blue,36,6,2,3,2899.0,2418,481.0,0.575,4296 6176,715102308,Existing Customer,50,F,2,Unknown,Married,$40K - $60K,Blue,36,5,1,2,2295.0,1277,1018.0,0.308,2245 6177,768814983,Existing Customer,39,F,2,Unknown,Married,Less than $40K,Blue,33,3,1,3,3251.0,1937,1314.0,0.685,4284 6178,788744058,Existing Customer,48,F,2,High School,Married,Unknown,Blue,27,3,1,2,4009.0,1361,2648.0,0.8859999999999999,4506 6179,782802033,Attrited Customer,45,F,4,Unknown,Married,Less than $40K,Blue,39,3,2,2,3411.0,1472,1939.0,0.585,2108 6180,708499608,Existing Customer,49,M,5,Post-Graduate,Single,$40K - $60K,Silver,36,6,1,2,15525.0,1299,14226.0,0.452,4042 6181,794947683,Existing Customer,35,F,4,Graduate,Single,Less than $40K,Blue,29,6,3,0,2118.0,1189,929.0,1.158,4541 6182,716442333,Existing Customer,34,F,3,Graduate,Married,$40K - $60K,Blue,25,6,2,2,2275.0,1468,807.0,0.757,4977 6183,772189308,Existing Customer,59,F,1,College,Single,Less than $40K,Blue,48,5,2,0,2601.0,1888,713.0,0.773,4899 6184,721529583,Existing Customer,52,M,3,High School,Single,$80K - $120K,Blue,41,6,3,3,4642.0,2413,2229.0,0.797,3532 6185,713578608,Existing Customer,58,M,0,Doctorate,Single,Less than $40K,Blue,46,6,4,3,1438.3,0,1438.3,0.8079999999999999,4082 6186,718976283,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,2,1858.0,1071,787.0,0.611,4388 6187,711505308,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,52,5,3,3,2636.0,1619,1017.0,0.565,4727 6188,711131958,Existing Customer,50,F,3,Doctorate,Single,$40K - $60K,Blue,42,4,3,3,3743.0,881,2862.0,0.77,4621 6189,714687858,Existing Customer,49,F,1,Graduate,Single,Less than $40K,Blue,41,6,1,3,1438.3,0,1438.3,0.53,4538 6190,780289308,Attrited Customer,61,F,0,High School,Married,Less than $40K,Blue,47,1,3,4,4130.0,0,4130.0,0.8140000000000001,2418 6191,708504783,Existing Customer,47,M,3,Uneducated,Unknown,$40K - $60K,Blue,36,3,3,3,10960.0,1333,9627.0,0.6779999999999999,3480 6192,778857108,Existing Customer,52,F,3,Post-Graduate,Married,$40K - $60K,Blue,33,3,2,0,3900.0,0,3900.0,1.092,4337 6193,756598833,Existing Customer,38,M,1,Uneducated,Married,Less than $40K,Blue,31,6,3,3,6236.0,1204,5032.0,0.8170000000000001,5389 6194,718748133,Existing Customer,34,F,3,Graduate,Single,Unknown,Blue,23,5,1,0,2591.0,0,2591.0,0.61,3876 6195,714503433,Attrited Customer,57,F,2,Doctorate,Married,Less than $40K,Blue,36,1,3,3,1615.0,950,665.0,0.507,2212 6196,710869008,Existing Customer,47,F,3,Graduate,Single,Unknown,Blue,36,5,1,2,8332.0,0,8332.0,0.92,5108 6197,779643858,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,38,5,5,2,2033.0,1037,996.0,1.064,4100 6198,715250583,Existing Customer,55,M,2,Unknown,Single,$80K - $120K,Blue,48,3,2,3,8082.0,1138,6944.0,0.723,4277 6199,714396558,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,51,6,2,3,1511.0,0,1511.0,0.6779999999999999,4683 6200,752766783,Existing Customer,43,F,4,Graduate,Divorced,Unknown,Blue,36,5,2,2,11536.0,2074,9462.0,0.5489999999999999,4106 6201,715532208,Existing Customer,65,F,1,High School,Single,Less than $40K,Blue,55,3,3,2,4010.0,1504,2506.0,0.7659999999999999,3807 6202,719130558,Existing Customer,55,F,2,Uneducated,Married,Less than $40K,Blue,44,5,2,3,1669.0,1000,669.0,0.7170000000000001,4085 6203,806232408,Existing Customer,54,F,3,Graduate,Married,Unknown,Blue,49,5,1,2,11905.0,0,11905.0,0.8809999999999999,4022 6204,715497558,Attrited Customer,44,F,1,College,Married,Less than $40K,Blue,36,6,3,3,3052.0,0,3052.0,0.868,2598 6205,716303583,Existing Customer,55,F,2,Graduate,Unknown,Less than $40K,Blue,36,5,1,2,2712.0,1617,1095.0,0.715,4858 6206,713522058,Existing Customer,39,F,0,College,Married,Less than $40K,Blue,30,3,2,3,1978.0,871,1107.0,0.636,4299 6207,719074308,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,27,4,2,0,1438.3,687,751.3,0.778,4621 6208,711881733,Existing Customer,55,F,1,Graduate,Married,Less than $40K,Blue,46,3,3,3,1606.0,0,1606.0,0.855,4548 6209,710310108,Existing Customer,46,F,1,Doctorate,Married,Less than $40K,Blue,29,3,3,2,2406.0,1705,701.0,0.624,4665 6210,715814433,Existing Customer,44,M,4,Unknown,Single,$80K - $120K,Blue,36,6,2,3,5877.0,1160,4717.0,0.446,3565 6211,717252483,Attrited Customer,57,F,2,Graduate,Married,Less than $40K,Blue,41,3,3,3,2796.0,0,2796.0,0.7290000000000001,2196 6212,770874483,Existing Customer,54,F,1,Post-Graduate,Married,Unknown,Blue,40,4,1,2,2876.0,1267,1609.0,0.617,4302 6213,719742108,Attrited Customer,38,F,1,High School,Single,Less than $40K,Blue,26,5,2,4,3554.0,0,3554.0,0.782,2372 6214,711064008,Existing Customer,48,F,2,Unknown,Single,Less than $40K,Blue,36,4,3,2,9505.0,2390,7115.0,0.727,3616 6215,717208833,Attrited Customer,34,F,3,High School,Single,Less than $40K,Blue,21,2,2,2,1576.0,0,1576.0,0.789,2703 6216,709022883,Existing Customer,44,F,4,College,Married,Less than $40K,Blue,36,6,3,2,1438.3,0,1438.3,0.6509999999999999,4257 6217,713653983,Existing Customer,39,M,3,Uneducated,Single,$60K - $80K,Blue,26,4,2,1,2973.0,1136,1837.0,0.7290000000000001,4342 6218,713463708,Attrited Customer,40,F,4,Graduate,Single,Less than $40K,Blue,25,4,2,3,1438.3,0,1438.3,0.628,2493 6219,789143283,Existing Customer,41,F,1,Uneducated,Single,Unknown,Blue,30,4,2,3,5647.0,1175,4472.0,0.802,4868 6220,778550583,Existing Customer,43,F,1,High School,Unknown,$40K - $60K,Blue,35,6,3,2,1766.0,0,1766.0,0.779,4808 6221,711181608,Existing Customer,50,F,2,Graduate,Unknown,Less than $40K,Blue,40,3,2,3,1606.0,0,1606.0,0.8240000000000001,4129 6222,711790308,Attrited Customer,54,F,0,High School,Unknown,Less than $40K,Blue,34,4,3,3,2223.0,632,1591.0,0.665,2538 6223,779791908,Existing Customer,47,F,4,Post-Graduate,Single,$40K - $60K,Blue,36,6,3,3,2896.0,0,2896.0,0.961,4970 6224,789515283,Existing Customer,51,M,3,Graduate,Married,$60K - $80K,Blue,43,6,1,3,2157.0,1494,663.0,0.765,4784 6225,712046808,Attrited Customer,49,F,3,Doctorate,Divorced,Unknown,Blue,42,1,3,3,3802.0,1558,2244.0,0.489,2003 6226,712169883,Existing Customer,43,M,1,College,Married,$60K - $80K,Blue,36,3,3,2,13840.0,1079,12761.0,0.9470000000000001,4190 6227,712637283,Existing Customer,36,F,2,Unknown,Unknown,Less than $40K,Blue,28,6,1,2,2169.0,1602,567.0,0.6679999999999999,5182 6228,715555833,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,34,6,3,0,4862.0,0,4862.0,0.695,4167 6229,708712833,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,36,4,1,2,2289.0,1037,1252.0,0.504,4483 6230,717841683,Existing Customer,49,M,3,Unknown,Married,$60K - $80K,Blue,36,6,1,3,22651.0,1085,21566.0,0.81,3915 6231,708689958,Existing Customer,48,F,4,Unknown,Unknown,Less than $40K,Blue,36,4,3,2,2406.0,1744,662.0,0.6940000000000001,4748 6232,708888633,Attrited Customer,52,M,3,Doctorate,Married,$80K - $120K,Blue,36,2,3,3,3022.0,895,2127.0,0.95,2724 6233,721012983,Existing Customer,46,M,3,Doctorate,Married,$80K - $120K,Blue,38,6,1,2,12935.0,1417,11518.0,0.738,3528 6234,812406183,Attrited Customer,45,F,4,Unknown,Single,Less than $40K,Blue,40,5,4,3,1438.3,0,1438.3,0.605,2207 6235,714595983,Attrited Customer,49,F,1,Uneducated,Married,$40K - $60K,Blue,41,4,3,3,1438.3,522,916.3,0.38299999999999995,2030 6236,715725858,Existing Customer,43,F,3,Post-Graduate,Single,Less than $40K,Blue,26,6,2,2,2256.0,1346,910.0,0.9109999999999999,4893 6237,720270633,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,1,1516.0,0,1516.0,0.737,2709 6238,720269283,Existing Customer,48,F,3,Unknown,Unknown,$40K - $60K,Blue,33,3,2,2,2485.0,1651,834.0,1.1,4351 6239,710142258,Existing Customer,53,F,2,Unknown,Single,Less than $40K,Blue,36,5,2,2,1820.0,909,911.0,0.737,4665 6240,708525108,Existing Customer,54,F,2,Graduate,Married,Unknown,Blue,47,4,3,3,2156.0,1134,1022.0,0.669,4120 6241,709621008,Existing Customer,48,M,5,Post-Graduate,Single,$60K - $80K,Blue,30,6,3,2,5826.0,1482,4344.0,0.7290000000000001,4135 6242,717181833,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Silver,30,5,2,2,10190.0,891,9299.0,0.6779999999999999,3768 6243,711288558,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,28,5,2,2,2035.0,1174,861.0,0.8759999999999999,4670 6244,718653333,Attrited Customer,45,F,2,College,Single,Less than $40K,Blue,33,1,3,3,1833.0,0,1833.0,0.5489999999999999,2037 6245,766628733,Existing Customer,56,M,3,Uneducated,Single,$60K - $80K,Blue,49,3,3,3,1623.0,0,1623.0,1.058,4965 6246,711724083,Attrited Customer,27,F,0,Unknown,Single,Less than $40K,Blue,16,6,1,3,1835.0,1647,188.0,0.513,1903 6247,719690733,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,40,4,2,2,4490.0,1989,2501.0,0.604,4346 6248,770783508,Existing Customer,48,M,3,Graduate,Divorced,$60K - $80K,Blue,34,6,3,2,11062.0,0,11062.0,0.7609999999999999,4084 6249,713422083,Attrited Customer,30,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,1574.0,0,1574.0,0.5820000000000001,2560 6250,718026858,Existing Customer,52,F,2,College,Single,Less than $40K,Blue,36,3,2,2,2370.0,1490,880.0,0.63,4751 6251,716028108,Existing Customer,35,F,2,College,Single,Less than $40K,Blue,18,6,2,0,2658.0,0,2658.0,0.8909999999999999,4667 6252,712222758,Attrited Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,3,2300.0,0,2300.0,0.703,2500 6253,718436133,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,36,5,2,3,2368.0,1244,1124.0,0.935,4289 6254,719313633,Existing Customer,53,F,0,High School,Married,$40K - $60K,Blue,36,6,2,3,2883.0,1936,947.0,0.861,4244 6255,814586958,Existing Customer,43,F,2,College,Divorced,Unknown,Blue,38,4,3,2,3264.0,2042,1222.0,0.752,4624 6256,804344733,Existing Customer,46,F,3,Unknown,Single,Less than $40K,Blue,41,3,2,2,1937.0,916,1021.0,0.807,4303 6257,717166383,Existing Customer,40,F,4,Unknown,Married,$40K - $60K,Blue,30,5,2,2,2166.0,1465,701.0,0.857,5097 6258,713060283,Existing Customer,43,F,5,Graduate,Married,$40K - $60K,Blue,34,5,1,3,7135.0,1164,5971.0,1.127,3746 6259,713070033,Existing Customer,56,F,2,Graduate,Single,Less than $40K,Blue,43,5,3,2,1438.3,787,651.3,0.737,4830 6260,793625583,Existing Customer,48,F,3,High School,Single,$40K - $60K,Blue,42,6,1,1,3743.0,2090,1653.0,0.9690000000000001,4674 6261,713918358,Existing Customer,31,F,0,Uneducated,Divorced,Unknown,Blue,36,6,3,1,5190.0,1682,3508.0,0.888,4900 6262,714308283,Existing Customer,41,M,2,Doctorate,Married,$40K - $60K,Blue,32,5,3,3,6059.0,1171,4888.0,0.6779999999999999,4119 6263,714086133,Existing Customer,47,F,4,Uneducated,Single,Less than $40K,Blue,36,4,2,3,2577.0,1450,1127.0,0.747,4576 6264,718872858,Existing Customer,43,F,2,High School,Married,Less than $40K,Blue,36,5,1,3,3761.0,2121,1640.0,0.6940000000000001,4476 6265,718148358,Attrited Customer,50,F,3,High School,Married,Less than $40K,Blue,36,2,3,3,1572.0,0,1572.0,0.74,2447 6266,709665783,Existing Customer,39,F,1,Unknown,Married,$40K - $60K,Blue,36,3,1,1,1637.0,0,1637.0,0.889,4800 6267,708483708,Existing Customer,51,M,2,Unknown,Married,$120K +,Blue,36,5,3,2,28600.0,0,28600.0,0.506,4336 6268,715347783,Existing Customer,40,M,4,High School,Married,Less than $40K,Blue,35,3,3,1,4402.0,1524,2878.0,0.628,3063 6269,709054083,Existing Customer,50,F,1,Graduate,Unknown,Less than $40K,Blue,32,6,1,3,2652.0,1911,741.0,0.831,4816 6270,807915408,Existing Customer,41,F,2,College,Married,$40K - $60K,Blue,36,6,2,3,6602.0,0,6602.0,0.743,4479 6271,794507133,Attrited Customer,37,F,2,Doctorate,Single,$40K - $60K,Blue,18,4,1,3,1900.0,0,1900.0,0.7759999999999999,2880 6272,712569408,Existing Customer,56,F,4,Doctorate,Single,$40K - $60K,Blue,44,4,2,3,3455.0,1385,2070.0,0.773,4925 6273,788805108,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,30,5,3,3,18123.0,1775,16348.0,0.593,4259 6274,710150208,Existing Customer,44,F,4,Post-Graduate,Divorced,Less than $40K,Blue,26,4,1,3,2295.0,1250,1045.0,0.912,3834 6275,711825558,Existing Customer,38,M,3,Graduate,Married,$80K - $120K,Blue,19,5,2,2,1518.0,1115,403.0,0.705,3595 6276,712891833,Existing Customer,45,F,2,Graduate,Unknown,Less than $40K,Blue,36,3,1,1,2723.0,1902,821.0,0.723,3875 6277,719680908,Existing Customer,47,F,0,College,Married,Less than $40K,Blue,27,3,1,3,1776.0,691,1085.0,0.878,4878 6278,801053208,Existing Customer,39,F,3,High School,Married,Less than $40K,Blue,33,3,3,1,1968.0,1270,698.0,0.975,4199 6279,758642733,Existing Customer,48,F,1,Graduate,Single,Less than $40K,Blue,41,5,1,1,1860.0,1054,806.0,0.963,5163 6280,771201408,Existing Customer,53,F,3,Graduate,Divorced,Less than $40K,Blue,40,3,2,3,2684.0,2126,558.0,0.69,5299 6281,789523683,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,43,3,1,3,2180.0,1865,315.0,0.748,4348 6282,767266758,Attrited Customer,41,F,2,High School,Single,Less than $40K,Blue,34,1,3,4,1661.0,0,1661.0,0.7859999999999999,2473 6283,713732883,Existing Customer,38,F,0,Uneducated,Single,Less than $40K,Blue,36,4,1,2,1679.0,0,1679.0,0.6579999999999999,4771 6284,720739083,Attrited Customer,36,F,2,Post-Graduate,Married,Less than $40K,Blue,25,5,2,3,1691.0,0,1691.0,0.865,2716 6285,718010133,Existing Customer,46,F,2,Post-Graduate,Single,Less than $40K,Blue,35,4,2,3,2888.0,1641,1247.0,0.976,3703 6286,771518658,Existing Customer,58,F,1,High School,Married,$40K - $60K,Blue,46,5,3,1,1871.0,1339,532.0,0.79,4553 6287,710508858,Existing Customer,44,F,2,High School,Unknown,Less than $40K,Blue,34,5,1,3,3226.0,2517,709.0,0.818,4317 6288,772590408,Existing Customer,41,M,5,Unknown,Married,$80K - $120K,Blue,31,3,3,1,12114.0,1379,10735.0,0.6759999999999999,3964 6289,719334408,Existing Customer,42,F,3,Post-Graduate,Married,Less than $40K,Blue,36,6,3,1,4959.0,1483,3476.0,0.902,4286 6290,717500133,Existing Customer,42,M,4,Uneducated,Single,$80K - $120K,Blue,36,3,2,3,10374.0,599,9775.0,0.635,4240 6291,720988083,Existing Customer,45,F,1,Uneducated,Married,Less than $40K,Blue,35,3,3,2,1438.3,1080,358.3,0.802,4425 6292,713594883,Attrited Customer,44,F,2,Uneducated,Single,Unknown,Blue,32,5,3,3,1486.0,849,637.0,0.621,2380 6293,719848908,Existing Customer,41,F,3,Graduate,Married,Unknown,Blue,33,3,3,3,2542.0,0,2542.0,0.5870000000000001,4087 6294,714962658,Attrited Customer,35,M,2,Unknown,Single,Less than $40K,Blue,36,5,3,3,1931.0,0,1931.0,0.862,2482 6295,717429258,Attrited Customer,48,F,3,Doctorate,Single,Less than $40K,Blue,39,3,3,4,1644.0,500,1144.0,0.784,2450 6296,717022533,Existing Customer,43,F,2,Post-Graduate,Single,$40K - $60K,Blue,36,4,1,3,2283.0,0,2283.0,0.899,4088 6297,710853033,Existing Customer,36,F,1,Doctorate,Unknown,Less than $40K,Blue,36,3,2,2,4943.0,1204,3739.0,0.41700000000000004,4024 6298,709548783,Attrited Customer,44,M,2,Doctorate,Unknown,$40K - $60K,Blue,36,5,3,4,1438.3,0,1438.3,0.602,2100 6299,780055308,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,28,3,1,3,1438.3,0,1438.3,0.83,4482 6300,714252933,Existing Customer,52,F,2,College,Divorced,Less than $40K,Blue,45,4,2,3,1438.3,0,1438.3,0.7440000000000001,4737 6301,713336883,Attrited Customer,61,F,0,High School,Single,Less than $40K,Blue,36,4,3,4,1760.0,0,1760.0,0.457,2285 6302,713119308,Existing Customer,50,F,3,Unknown,Single,Less than $40K,Blue,39,4,4,3,1852.0,0,1852.0,0.8009999999999999,4339 6303,710815608,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,25,3,2,3,2049.0,1530,519.0,1.344,4521 6304,809626983,Attrited Customer,48,F,3,High School,Married,Less than $40K,Blue,43,3,3,3,1670.0,0,1670.0,0.7070000000000001,2790 6305,803398983,Existing Customer,35,F,3,Unknown,Divorced,Less than $40K,Blue,29,4,2,3,1511.0,864,647.0,0.7120000000000001,4823 6306,717568308,Existing Customer,39,M,1,Unknown,Single,$80K - $120K,Blue,36,4,2,1,6018.0,0,6018.0,0.703,4355 6307,711694083,Existing Customer,59,F,0,Post-Graduate,Single,Less than $40K,Blue,48,4,2,2,3030.0,1251,1779.0,0.6940000000000001,4724 6308,712258308,Existing Customer,58,F,4,High School,Single,Less than $40K,Blue,39,3,1,3,2755.0,1483,1272.0,0.8059999999999999,4394 6309,713884458,Existing Customer,51,M,4,High School,Single,$80K - $120K,Blue,37,6,2,2,8783.0,2142,6641.0,0.662,4425 6310,716160708,Existing Customer,64,M,1,Graduate,Single,Less than $40K,Blue,36,4,3,1,1861.0,1677,184.0,0.742,5225 6311,772728933,Attrited Customer,50,M,2,High School,Married,$120K +,Blue,40,6,4,3,13709.0,813,12896.0,0.65,2511 6312,815320383,Attrited Customer,46,F,3,Unknown,Unknown,Less than $40K,Blue,41,5,3,2,4710.0,0,4710.0,0.7170000000000001,2690 6313,712117983,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,39,6,3,2,17285.0,1853,15432.0,0.882,4787 6314,788694558,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,40,5,2,3,1438.3,661,777.3,0.573,4463 6315,709275558,Existing Customer,54,M,2,Graduate,Single,$60K - $80K,Blue,44,6,3,2,7866.0,0,7866.0,0.76,4238 6316,711216933,Existing Customer,42,F,1,High School,Married,Less than $40K,Blue,36,4,3,1,2190.0,1299,891.0,0.938,5026 6317,717069033,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,30,4,1,3,4829.0,1153,3676.0,0.534,4778 6318,714992733,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,36,5,1,1,3210.0,2081,1129.0,0.615,3962 6319,809445858,Existing Customer,38,F,0,Graduate,Single,Less than $40K,Blue,32,6,3,3,1755.0,750,1005.0,0.659,5000 6320,708859158,Existing Customer,47,F,4,Graduate,Single,$40K - $60K,Blue,37,4,1,1,1438.3,703,735.3,0.865,4341 6321,710040483,Existing Customer,37,M,3,Uneducated,Unknown,$60K - $80K,Blue,26,6,2,1,14485.0,2124,12361.0,0.527,3895 6322,714667608,Existing Customer,47,M,5,Post-Graduate,Married,$40K - $60K,Blue,36,4,3,2,6043.0,0,6043.0,0.627,4256 6323,714475908,Attrited Customer,43,M,2,Uneducated,Single,$60K - $80K,Blue,35,5,3,2,6348.0,0,6348.0,0.4,1732 6324,713656308,Existing Customer,56,F,0,High School,Married,Less than $40K,Blue,48,3,3,1,1438.3,0,1438.3,0.618,4210 6325,716790633,Attrited Customer,43,M,3,Graduate,Married,$60K - $80K,Blue,36,4,2,3,17239.0,0,17239.0,0.39299999999999996,1789 6326,716127333,Attrited Customer,45,F,3,Graduate,Married,Unknown,Blue,36,5,2,3,18432.0,484,17948.0,0.557,2300 6327,713017758,Existing Customer,47,F,1,Uneducated,Single,Less than $40K,Blue,32,6,2,2,1636.0,1135,501.0,0.754,5056 6328,717893358,Existing Customer,43,F,3,Graduate,Married,Unknown,Blue,33,6,1,3,7951.0,1456,6495.0,0.882,4452 6329,780032208,Attrited Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,34,5,3,3,14201.0,0,14201.0,0.574,2223 6330,720219633,Existing Customer,52,F,0,Graduate,Unknown,$40K - $60K,Blue,42,4,3,2,2723.0,1544,1179.0,0.794,4108 6331,711676008,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,44,5,2,2,2019.0,991,1028.0,0.799,3603 6332,714192033,Existing Customer,43,F,3,High School,Single,Unknown,Blue,25,5,1,2,10305.0,1870,8435.0,0.722,4018 6333,713442933,Existing Customer,49,M,3,Unknown,Married,$40K - $60K,Blue,32,4,3,3,3114.0,2208,906.0,0.8240000000000001,5219 6334,789052308,Attrited Customer,40,M,3,Graduate,Unknown,$40K - $60K,Blue,28,6,2,2,4323.0,0,4323.0,0.8170000000000001,2451 6335,714948858,Attrited Customer,50,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,2,3647.0,2517,1130.0,0.8420000000000001,2935 6336,711772983,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,35,5,2,2,1849.0,1293,556.0,0.835,4678 6337,802937058,Existing Customer,53,M,1,Graduate,Married,$80K - $120K,Blue,47,3,3,1,2540.0,1859,681.0,0.768,4480 6338,712493058,Existing Customer,42,F,5,High School,Single,Unknown,Blue,31,6,3,2,4972.0,0,4972.0,0.7190000000000001,4524 6339,718808883,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Silver,47,3,3,1,13565.0,0,13565.0,0.56,3705 6340,719685408,Attrited Customer,40,M,2,Uneducated,Married,$60K - $80K,Blue,29,3,2,2,6332.0,318,6014.0,0.7829999999999999,2505 6341,708829758,Existing Customer,41,M,2,High School,Married,$60K - $80K,Blue,36,4,3,2,6062.0,761,5301.0,0.307,3877 6342,710792733,Existing Customer,47,F,3,Post-Graduate,Married,Less than $40K,Blue,29,4,2,2,2897.0,638,2259.0,1.041,4491 6343,716838633,Existing Customer,46,M,4,High School,Single,$60K - $80K,Blue,36,4,5,0,13407.0,1341,12066.0,0.9279999999999999,4869 6344,714041283,Existing Customer,50,F,2,Graduate,Single,Unknown,Blue,40,5,2,2,6610.0,1663,4947.0,0.813,4735 6345,710284233,Attrited Customer,33,M,4,Uneducated,Married,$80K - $120K,Blue,36,5,3,4,1438.3,0,1438.3,0.98,2439 6346,752944533,Existing Customer,45,F,5,High School,Married,Less than $40K,Blue,34,4,1,2,2030.0,1269,761.0,0.6459999999999999,5067 6347,713312208,Attrited Customer,53,M,1,High School,Married,$40K - $60K,Blue,43,1,2,3,3146.0,0,3146.0,0.414,1868 6348,804045933,Existing Customer,36,M,0,Graduate,Married,$80K - $120K,Blue,30,5,3,2,5302.0,2414,2888.0,0.779,4284 6349,716662683,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,45,6,2,3,3185.0,1820,1365.0,0.965,5069 6350,713432508,Existing Customer,42,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,3,2,4328.0,1749,2579.0,0.8059999999999999,4593 6351,799475658,Existing Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,45,3,3,3,2238.0,1300,938.0,1.071,4508 6352,719849958,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,36,4,3,3,2658.0,1884,774.0,0.627,4779 6353,715803933,Existing Customer,47,M,1,Post-Graduate,Single,$60K - $80K,Blue,36,4,2,2,9090.0,1371,7719.0,0.64,4422 6354,779486433,Existing Customer,46,F,5,Unknown,Single,Less than $40K,Blue,28,3,2,3,2424.0,2169,255.0,0.613,4209 6355,708281433,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,36,5,1,3,1438.3,0,1438.3,0.565,3848 6356,779844408,Attrited Customer,43,F,1,Post-Graduate,Married,Less than $40K,Blue,27,4,3,3,1438.3,0,1438.3,0.48100000000000004,2137 6357,721306908,Existing Customer,61,F,1,Graduate,Single,Unknown,Blue,44,4,3,2,2303.0,540,1763.0,0.57,3440 6358,713964858,Existing Customer,51,M,2,Graduate,Divorced,$120K +,Blue,41,4,2,3,2792.0,887,1905.0,0.7929999999999999,4074 6359,717545808,Existing Customer,44,F,4,Post-Graduate,Single,Less than $40K,Blue,32,3,1,2,2900.0,1987,913.0,0.667,4549 6360,771232533,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,33,3,3,3,2267.0,1283,984.0,0.7609999999999999,4249 6361,710883483,Existing Customer,52,F,1,Graduate,Married,$40K - $60K,Blue,34,3,3,3,4189.0,2066,2123.0,0.6859999999999999,4661 6362,801715383,Attrited Customer,45,M,4,Graduate,Married,$60K - $80K,Blue,39,6,3,2,12890.0,0,12890.0,0.5760000000000001,2216 6363,719594433,Existing Customer,35,F,2,Graduate,Single,Unknown,Blue,26,6,1,2,3269.0,1434,1835.0,0.63,4672 6364,716310633,Existing Customer,59,F,1,Post-Graduate,Single,Less than $40K,Blue,36,6,2,2,2759.0,2481,278.0,0.588,5037 6365,714188883,Attrited Customer,46,F,5,Doctorate,Single,Less than $40K,Blue,37,3,2,2,1787.0,0,1787.0,0.654,2345 6366,772437633,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Blue,33,4,2,3,6854.0,0,6854.0,0.703,4578 6367,708536283,Attrited Customer,35,M,1,Doctorate,Single,$80K - $120K,Blue,27,3,2,2,2904.0,2517,387.0,0.624,2653 6368,772569033,Existing Customer,44,M,0,High School,Divorced,$80K - $120K,Blue,34,5,2,2,5293.0,1236,4057.0,0.848,4572 6369,714443883,Existing Customer,57,F,3,Graduate,Married,Less than $40K,Blue,49,4,2,1,1781.0,0,1781.0,0.57,4593 6370,710369658,Existing Customer,50,M,3,Unknown,Married,$60K - $80K,Blue,36,4,3,2,3276.0,2353,923.0,0.725,4488 6371,788440083,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Silver,48,5,3,3,34516.0,1384,33132.0,0.625,3807 6372,773332908,Existing Customer,48,M,4,High School,Unknown,$60K - $80K,Blue,30,3,3,2,14670.0,1900,12770.0,0.8059999999999999,4221 6373,709307808,Attrited Customer,59,F,2,High School,Married,$40K - $60K,Blue,36,3,3,3,4375.0,0,4375.0,0.621,2507 6374,712507758,Existing Customer,36,F,2,College,Unknown,Unknown,Blue,24,6,3,3,3448.0,1903,1545.0,0.841,5471 6375,715701033,Attrited Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,33,5,3,3,2111.0,1761,350.0,0.753,2112 6376,718478883,Existing Customer,55,F,2,College,Single,Less than $40K,Blue,36,4,1,3,3123.0,0,3123.0,0.513,4424 6377,788734158,Existing Customer,42,M,4,Graduate,Married,$40K - $60K,Blue,19,5,3,2,8374.0,0,8374.0,0.885,4493 6378,794490858,Existing Customer,48,F,1,High School,Married,$40K - $60K,Silver,28,3,1,2,15713.0,1387,14326.0,0.904,4775 6379,718397658,Existing Customer,60,F,0,Unknown,Single,$40K - $60K,Blue,36,6,3,2,4115.0,1231,2884.0,0.745,3627 6380,718826883,Attrited Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,6925.0,0,6925.0,0.821,2506 6381,716733933,Existing Customer,42,F,2,High School,Married,Unknown,Blue,30,5,3,2,1898.0,725,1173.0,0.664,5051 6382,809307108,Existing Customer,44,F,1,High School,Single,Unknown,Blue,39,4,3,2,2021.0,1182,839.0,0.794,4209 6383,778671483,Existing Customer,33,F,3,Uneducated,Single,Less than $40K,Blue,13,5,3,3,1630.0,1008,622.0,0.695,4143 6384,815504583,Attrited Customer,48,F,4,Graduate,Single,$40K - $60K,Blue,43,3,2,4,1538.0,0,1538.0,0.684,2275 6385,789319458,Existing Customer,48,M,5,Uneducated,Single,$60K - $80K,Blue,38,6,2,3,22639.0,1481,21158.0,0.703,4219 6386,710382108,Existing Customer,39,F,3,Post-Graduate,Married,Less than $40K,Blue,19,5,1,2,2452.0,2423,29.0,0.778,4204 6387,720895533,Existing Customer,32,F,4,Unknown,Married,Less than $40K,Blue,22,6,3,3,1438.3,1056,382.3,0.986,4885 6388,709891608,Attrited Customer,41,M,2,High School,Married,$120K +,Blue,24,5,2,3,9924.0,0,9924.0,0.517,1949 6389,717136533,Existing Customer,37,F,2,Uneducated,Single,Less than $40K,Blue,26,4,2,2,2586.0,835,1751.0,0.721,4883 6390,790164408,Existing Customer,59,F,1,Unknown,Married,Less than $40K,Blue,52,6,3,3,2308.0,2094,214.0,0.722,4869 6391,795613233,Existing Customer,48,F,2,Graduate,Married,Unknown,Blue,42,4,2,0,10514.0,1494,9020.0,0.649,4949 6392,709009833,Existing Customer,54,M,3,Graduate,Married,$40K - $60K,Blue,44,3,3,3,1655.0,0,1655.0,0.7659999999999999,4621 6393,720054183,Existing Customer,41,F,2,Graduate,Single,$40K - $60K,Blue,25,4,2,2,2768.0,2228,540.0,0.8640000000000001,5112 6394,713193408,Existing Customer,59,F,0,Unknown,Single,Less than $40K,Blue,52,3,3,3,2533.0,2076,457.0,0.738,3816 6395,801508383,Existing Customer,48,M,2,Graduate,Married,$80K - $120K,Blue,42,6,3,2,25658.0,1721,23937.0,0.5920000000000001,4498 6396,711949683,Attrited Customer,55,F,2,College,Divorced,$40K - $60K,Blue,36,6,2,3,4410.0,2517,1893.0,0.53,1883 6397,787747308,Attrited Customer,49,F,4,Uneducated,Unknown,Less than $40K,Blue,39,6,3,2,3468.0,2517,951.0,0.746,2494 6398,720064158,Existing Customer,51,F,3,Post-Graduate,Married,Less than $40K,Blue,36,4,2,3,1438.3,0,1438.3,0.7090000000000001,4323 6399,779104608,Attrited Customer,34,F,3,High School,Unknown,Unknown,Blue,15,5,1,3,1438.3,0,1438.3,0.6890000000000001,2819 6400,715477233,Existing Customer,55,F,1,High School,Unknown,Unknown,Blue,36,3,2,3,6968.0,1430,5538.0,0.95,4037 6401,719524383,Existing Customer,35,F,3,Graduate,Single,$40K - $60K,Blue,22,3,1,3,2441.0,1670,771.0,0.6970000000000001,4105 6402,713804883,Attrited Customer,46,F,4,Post-Graduate,Single,Less than $40K,Blue,37,3,2,2,1836.0,0,1836.0,0.32299999999999995,1799 6403,710359458,Existing Customer,50,F,1,Graduate,Married,$40K - $60K,Blue,36,5,1,3,2560.0,1807,753.0,0.995,4456 6404,716311683,Existing Customer,43,M,4,College,Married,$80K - $120K,Blue,36,4,1,2,32733.0,1448,31285.0,0.655,3452 6405,753795633,Attrited Customer,48,F,2,Uneducated,Married,Less than $40K,Blue,41,5,3,2,2964.0,2517,447.0,0.6990000000000001,2327 6406,780076833,Existing Customer,44,M,1,Unknown,Unknown,$80K - $120K,Blue,29,6,1,2,8315.0,1008,7307.0,0.718,4088 6407,716019333,Existing Customer,65,F,0,Unknown,Single,Less than $40K,Blue,56,6,3,3,2279.0,1789,490.0,0.865,4091 6408,820657083,Existing Customer,53,M,4,College,Single,$80K - $120K,Silver,48,5,1,2,34516.0,800,33716.0,0.804,3819 6409,716901858,Existing Customer,49,M,4,Doctorate,Married,$40K - $60K,Blue,39,5,1,2,1438.3,0,1438.3,0.562,3691 6410,756571983,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,36,6,2,3,2020.0,1103,917.0,0.9420000000000001,4951 6411,817607358,Attrited Customer,44,F,2,High School,Unknown,Unknown,Gold,35,3,3,3,34516.0,0,34516.0,0.767,2227 6412,778268508,Existing Customer,56,F,2,Uneducated,Single,Unknown,Blue,47,5,2,1,5261.0,1966,3295.0,0.672,4448 6413,778984383,Existing Customer,43,F,3,High School,Married,Unknown,Blue,31,3,3,1,2692.0,2039,653.0,0.853,4622 6414,720771933,Existing Customer,49,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,5,2,1,1994.0,0,1994.0,0.8290000000000001,4434 6415,748827033,Existing Customer,44,M,3,Graduate,Divorced,$60K - $80K,Blue,37,5,2,3,3290.0,0,3290.0,0.841,4780 6416,712591983,Existing Customer,52,F,5,Graduate,Single,$40K - $60K,Blue,41,4,2,3,3035.0,1960,1075.0,0.5660000000000001,4104 6417,712181658,Existing Customer,37,F,2,Graduate,Single,$40K - $60K,Blue,36,4,3,1,2407.0,1552,855.0,0.62,4983 6418,712297683,Attrited Customer,47,F,3,College,Married,Less than $40K,Blue,35,6,3,2,1781.0,0,1781.0,0.693,2196 6419,714684933,Attrited Customer,40,F,1,Uneducated,Married,Less than $40K,Blue,28,5,2,3,3680.0,0,3680.0,0.7290000000000001,2725 6420,720742083,Attrited Customer,48,F,4,Unknown,Married,Less than $40K,Blue,36,4,3,3,2740.0,2425,315.0,0.816,2431 6421,772310958,Existing Customer,42,F,2,Graduate,Married,Less than $40K,Blue,31,4,6,3,4311.0,822,3489.0,0.722,4965 6422,715343883,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,32,5,3,3,1931.0,1297,634.0,1.037,4693 6423,720470133,Existing Customer,59,M,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,3604.0,1483,2121.0,0.597,4576 6424,710420133,Existing Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,6,2,2,2190.0,0,2190.0,0.63,4416 6425,720933408,Existing Customer,56,F,2,Uneducated,Unknown,Less than $40K,Blue,36,3,1,2,8438.0,1825,6613.0,0.589,4798 6426,716304483,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,36,3,2,3,3413.0,2372,1041.0,0.7,5029 6427,719534058,Existing Customer,26,F,0,Graduate,Unknown,Less than $40K,Blue,14,3,2,1,2163.0,1942,221.0,0.5820000000000001,4380 6428,710515308,Existing Customer,42,F,1,Graduate,Single,Less than $40K,Blue,36,4,3,1,3595.0,1904,1691.0,0.8909999999999999,5025 6429,797241108,Existing Customer,47,M,1,Graduate,Married,$120K +,Blue,41,5,3,3,9036.0,1080,7956.0,0.742,4500 6430,708884658,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,31,5,1,1,2315.0,1565,750.0,0.873,4828 6431,794475483,Existing Customer,44,M,4,Uneducated,Married,$80K - $120K,Silver,27,4,3,2,34516.0,1043,33473.0,0.69,4654 6432,714315858,Existing Customer,56,F,3,High School,Married,Less than $40K,Blue,37,6,1,3,4008.0,1650,2358.0,1.0,5429 6433,717217983,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,30,6,2,3,3143.0,2517,626.0,0.9590000000000001,5409 6434,721124658,Attrited Customer,40,M,3,Uneducated,Single,$80K - $120K,Blue,27,4,2,3,3427.0,0,3427.0,0.5,2625 6435,716753058,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,2,2699.0,564,2135.0,0.6829999999999999,4813 6436,711069483,Existing Customer,40,F,2,Graduate,Single,Less than $40K,Blue,36,6,2,2,1538.0,0,1538.0,0.706,4884 6437,708478233,Existing Customer,48,F,3,Graduate,Married,$40K - $60K,Blue,36,4,2,2,5573.0,1238,4335.0,0.624,4348 6438,710783358,Existing Customer,46,M,3,High School,Unknown,$80K - $120K,Blue,35,5,3,2,2570.0,1764,806.0,0.7859999999999999,4442 6439,713710383,Existing Customer,43,M,2,High School,Unknown,$80K - $120K,Blue,30,4,2,1,18008.0,2517,15491.0,0.775,2659 6440,720815208,Attrited Customer,52,M,0,High School,Single,$120K +,Blue,39,5,3,3,34516.0,216,34300.0,0.556,2395 6441,721338783,Existing Customer,49,F,4,Uneducated,Married,Unknown,Blue,36,3,2,3,13483.0,2517,10966.0,0.733,3427 6442,714121983,Existing Customer,49,F,3,Graduate,Single,Unknown,Blue,42,4,2,3,4349.0,1400,2949.0,0.6409999999999999,4694 6443,715061733,Existing Customer,42,M,3,College,Single,$60K - $80K,Blue,36,4,1,3,11698.0,1060,10638.0,1.2819999999999998,3539 6444,720520308,Attrited Customer,46,F,4,Graduate,Married,Less than $40K,Blue,28,4,2,3,8318.0,2517,5801.0,0.69,2427 6445,806908608,Existing Customer,46,F,2,Unknown,Married,Less than $40K,Blue,41,5,2,3,1438.3,0,1438.3,0.691,3942 6446,798972183,Attrited Customer,49,F,2,Unknown,Single,$40K - $60K,Blue,43,1,3,2,1643.0,526,1117.0,0.8290000000000001,2520 6447,715030308,Existing Customer,42,M,4,Graduate,Married,$40K - $60K,Blue,27,5,1,2,1503.0,929,574.0,0.892,4680 6448,708244458,Existing Customer,47,F,2,Unknown,Married,Less than $40K,Blue,35,3,3,2,2793.0,1517,1276.0,0.7120000000000001,3485 6449,789479058,Existing Customer,45,F,4,College,Divorced,$40K - $60K,Blue,37,5,3,3,1438.3,0,1438.3,0.835,4459 6450,784998108,Existing Customer,33,M,3,High School,Married,$80K - $120K,Blue,22,5,3,2,9094.0,0,9094.0,0.631,4203 6451,711808383,Existing Customer,50,M,3,Graduate,Divorced,$60K - $80K,Blue,39,5,1,3,6362.0,1709,4653.0,1.016,4476 6452,770839608,Existing Customer,60,F,1,Unknown,Single,Less than $40K,Blue,47,6,1,1,2394.0,1427,967.0,0.8029999999999999,4611 6453,713866308,Existing Customer,45,M,4,Unknown,Single,$60K - $80K,Blue,36,5,2,1,15100.0,2004,13096.0,0.9,4135 6454,714250908,Attrited Customer,53,F,2,Graduate,Married,Less than $40K,Blue,47,3,4,2,2927.0,2517,410.0,0.419,2231 6455,739317558,Existing Customer,48,M,5,Graduate,Married,$80K - $120K,Blue,35,4,3,3,9030.0,2369,6661.0,0.662,4899 6456,718702908,Existing Customer,53,F,2,Unknown,Single,Less than $40K,Blue,36,6,2,1,1543.0,1041,502.0,0.92,4312 6457,720644883,Existing Customer,53,F,1,College,Married,Unknown,Blue,40,3,2,1,4941.0,1867,3074.0,0.73,5104 6458,717182883,Existing Customer,33,F,1,High School,Married,Unknown,Blue,36,3,2,2,2279.0,1432,847.0,0.855,4169 6459,719384433,Attrited Customer,44,F,3,High School,Divorced,Less than $40K,Blue,28,5,2,3,1877.0,1203,674.0,0.654,2581 6460,787301208,Existing Customer,52,M,2,Uneducated,Divorced,$40K - $60K,Blue,46,5,1,1,1438.3,0,1438.3,0.706,3763 6461,720924633,Existing Customer,40,F,5,Graduate,Unknown,Less than $40K,Blue,27,4,2,1,1438.3,0,1438.3,0.9840000000000001,4397 6462,721316358,Existing Customer,41,M,3,High School,Married,$60K - $80K,Blue,28,5,1,1,9577.0,632,8945.0,0.379,4086 6463,716118633,Existing Customer,43,M,2,Post-Graduate,Divorced,$60K - $80K,Blue,36,6,1,1,5427.0,2177,3250.0,0.8240000000000001,4328 6464,789880533,Attrited Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,36,5,3,4,5913.0,1651,4262.0,0.79,2404 6465,711221958,Attrited Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,26,3,2,2,2867.0,0,2867.0,0.703,2646 6466,715510683,Existing Customer,40,F,1,High School,Single,Less than $40K,Blue,29,3,2,2,2506.0,1362,1144.0,0.8440000000000001,4665 6467,718689258,Existing Customer,39,F,2,Doctorate,Married,$40K - $60K,Blue,29,5,2,3,1693.0,1101,592.0,0.778,4203 6468,716368008,Attrited Customer,54,F,1,Graduate,Married,Unknown,Blue,36,4,2,2,3137.0,959,2178.0,1.008,2925 6469,712092783,Attrited Customer,47,F,3,Doctorate,Single,Less than $40K,Blue,40,6,2,3,2437.0,0,2437.0,0.664,2027 6470,789541458,Existing Customer,35,F,1,High School,Married,Less than $40K,Blue,28,6,0,2,1438.3,977,461.3,1.189,4840 6471,719539458,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,41,5,3,3,3913.0,0,3913.0,0.722,5170 6472,713082708,Existing Customer,41,F,2,High School,Married,Less than $40K,Blue,36,6,2,2,4953.0,991,3962.0,0.342,4183 6473,794665608,Existing Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,33,4,2,3,5724.0,582,5142.0,0.8170000000000001,4510 6474,712827258,Existing Customer,37,M,3,Uneducated,Married,$40K - $60K,Blue,25,5,0,3,1438.3,0,1438.3,1.023,5046 6475,714525633,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,36,3,3,2,1886.0,1023,863.0,0.708,4233 6476,708726708,Attrited Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,36,6,2,3,1451.0,599,852.0,0.752,2192 6477,768498258,Existing Customer,47,F,1,High School,Married,Unknown,Blue,41,3,2,3,2950.0,1642,1308.0,0.8,4740 6478,712767858,Attrited Customer,42,F,0,College,Single,$40K - $60K,Blue,30,5,2,3,1438.3,1223,215.3,0.491,2181 6479,709231683,Existing Customer,36,F,2,Graduate,Unknown,$40K - $60K,Blue,23,6,2,3,2024.0,901,1123.0,0.659,4861 6480,712445583,Attrited Customer,33,F,0,College,Single,Unknown,Blue,15,3,1,4,2299.0,0,2299.0,0.6629999999999999,2323 6481,711461658,Existing Customer,47,M,1,High School,Married,$40K - $60K,Blue,29,5,3,2,3291.0,1197,2094.0,0.672,3228 6482,713891133,Attrited Customer,41,F,2,Unknown,Single,Less than $40K,Blue,36,3,2,2,1438.3,834,604.3,0.40700000000000003,1890 6483,710074458,Existing Customer,41,F,5,High School,Divorced,Less than $40K,Blue,34,3,1,3,2137.0,996,1141.0,0.625,4290 6484,779279883,Attrited Customer,60,F,2,High School,Married,Less than $40K,Blue,42,3,3,2,1438.3,0,1438.3,0.061,1628 6485,719674533,Existing Customer,48,M,3,Unknown,Single,$80K - $120K,Blue,44,5,1,3,16794.0,1527,15267.0,0.912,4040 6486,716535408,Existing Customer,43,M,3,Unknown,Married,$40K - $60K,Blue,32,3,1,3,12219.0,1462,10757.0,0.5579999999999999,3843 6487,710319108,Existing Customer,54,F,2,High School,Married,Less than $40K,Blue,47,4,2,3,1804.0,1298,506.0,0.758,4542 6488,714777858,Existing Customer,60,F,2,Unknown,Married,Less than $40K,Blue,36,6,3,2,2343.0,2066,277.0,0.72,4858 6489,769974258,Existing Customer,44,M,3,Post-Graduate,Single,$80K - $120K,Blue,38,5,2,3,19724.0,0,19724.0,0.644,3830 6490,717819633,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,42,6,1,2,3949.0,1463,2486.0,1.072,4124 6491,712953483,Attrited Customer,64,F,0,Graduate,Single,Less than $40K,Blue,36,1,3,4,1682.0,0,1682.0,0.75,1811 6492,779029458,Attrited Customer,54,F,1,Post-Graduate,Single,Less than $40K,Blue,35,4,3,3,1724.0,0,1724.0,0.67,2725 6493,721321383,Existing Customer,50,F,3,Doctorate,Married,Less than $40K,Blue,41,3,3,2,2372.0,1148,1224.0,0.872,4418 6494,716973333,Existing Customer,40,M,3,Uneducated,Married,$120K +,Blue,28,3,3,2,4642.0,1676,2966.0,0.615,5080 6495,709946658,Existing Customer,49,F,4,College,Single,$40K - $60K,Blue,30,5,3,3,2765.0,1211,1554.0,0.736,4629 6496,709243533,Existing Customer,49,F,2,Unknown,Single,Less than $40K,Blue,41,5,3,2,2555.0,1815,740.0,0.847,4552 6497,709999308,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Blue,40,3,2,2,3150.0,0,3150.0,0.75,3477 6498,712389108,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,36,6,3,2,2570.0,2107,463.0,0.6509999999999999,4058 6499,712305333,Existing Customer,59,M,0,Graduate,Single,$60K - $80K,Blue,53,4,2,2,4386.0,2505,1881.0,0.8059999999999999,4064 6500,812785158,Existing Customer,42,M,4,Uneducated,Married,Less than $40K,Blue,37,4,3,2,2411.0,1797,614.0,0.607,4331 6501,765459858,Attrited Customer,47,M,3,Graduate,Divorced,Less than $40K,Blue,40,4,4,3,6397.0,0,6397.0,0.632,2511 6502,714894708,Attrited Customer,53,M,1,Uneducated,Unknown,$120K +,Blue,45,4,4,2,23958.0,2517,21441.0,0.7020000000000001,2777 6503,711296508,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,42,5,2,3,2608.0,2455,153.0,0.8859999999999999,4776 6504,795713058,Existing Customer,45,M,3,Post-Graduate,Married,$40K - $60K,Blue,39,3,1,2,4409.0,1753,2656.0,0.55,4292 6505,789487308,Existing Customer,48,M,2,Doctorate,Single,$60K - $80K,Blue,39,3,2,2,10033.0,0,10033.0,0.644,4106 6506,720130233,Attrited Customer,48,M,2,High School,Single,$60K - $80K,Blue,36,4,3,1,1641.0,0,1641.0,0.7909999999999999,2536 6507,789047208,Existing Customer,57,F,2,High School,Single,Less than $40K,Blue,45,4,1,3,2454.0,1610,844.0,1.036,4983 6508,715864983,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,43,5,2,2,1978.0,0,1978.0,0.6409999999999999,4870 6509,708765933,Existing Customer,46,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,3,2,2,5464.0,887,4577.0,0.5539999999999999,4866 6510,809320908,Existing Customer,42,M,3,High School,Single,$60K - $80K,Blue,37,3,3,3,5951.0,0,5951.0,0.742,4160 6511,779324358,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,31,6,1,3,2381.0,1603,778.0,0.687,4013 6512,713730108,Existing Customer,48,M,4,Post-Graduate,Divorced,$60K - $80K,Blue,38,3,2,2,11596.0,1258,10338.0,0.426,4686 6513,711783483,Existing Customer,55,F,3,Post-Graduate,Single,$40K - $60K,Blue,46,4,3,2,5162.0,984,4178.0,0.8420000000000001,3562 6514,719294433,Existing Customer,63,F,1,Uneducated,Single,Unknown,Blue,55,4,3,1,16312.0,520,15792.0,0.8059999999999999,4366 6515,718279008,Attrited Customer,44,M,3,High School,Single,$60K - $80K,Silver,36,5,2,3,25276.0,0,25276.0,0.8490000000000001,2282 6516,721238508,Existing Customer,38,F,3,High School,Single,Less than $40K,Blue,26,3,3,3,1939.0,1484,455.0,0.5760000000000001,4790 6517,709365483,Existing Customer,45,F,2,Doctorate,Divorced,$40K - $60K,Blue,36,5,3,3,2788.0,1826,962.0,0.521,4437 6518,718477983,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,42,4,2,3,1438.3,1108,330.3,0.782,4776 6519,719809533,Existing Customer,59,F,0,Unknown,Married,Less than $40K,Blue,36,6,1,4,2448.0,1969,479.0,0.713,5066 6520,717239133,Existing Customer,52,F,1,College,Married,Unknown,Blue,40,5,3,1,10317.0,642,9675.0,0.5529999999999999,3939 6521,814091058,Attrited Customer,38,F,1,College,Single,Less than $40K,Blue,33,6,2,3,3119.0,2517,602.0,0.722,2492 6522,710555433,Attrited Customer,42,F,4,Graduate,Single,Less than $40K,Blue,36,6,2,2,2803.0,0,2803.0,0.623,2216 6523,770956158,Existing Customer,43,F,4,Graduate,Unknown,Less than $40K,Blue,30,3,2,1,2397.0,2151,246.0,0.8390000000000001,4140 6524,718263108,Attrited Customer,44,F,3,Unknown,Divorced,Less than $40K,Blue,32,3,3,2,1693.0,1457,236.0,0.919,2829 6525,715984908,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,2,2866.0,1882,984.0,0.8029999999999999,4850 6526,711020358,Existing Customer,52,F,3,Uneducated,Unknown,$40K - $60K,Blue,36,5,2,2,2498.0,1650,848.0,0.6729999999999999,4434 6527,788769783,Existing Customer,42,F,4,College,Divorced,Less than $40K,Blue,23,6,1,3,1878.0,1024,854.0,0.76,4707 6528,715496808,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,36,6,3,3,2712.0,2487,225.0,0.5710000000000001,4159 6529,779931783,Attrited Customer,52,M,2,High School,Single,$120K +,Blue,38,6,3,3,34516.0,0,34516.0,0.639,2213 6530,818763033,Existing Customer,34,F,3,Graduate,Married,$40K - $60K,Blue,29,6,1,1,6169.0,2517,3652.0,1.117,4794 6531,711953358,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,35,4,2,2,6205.0,2264,3941.0,0.773,4605 6532,716485308,Existing Customer,43,F,2,Unknown,Unknown,Less than $40K,Blue,36,4,3,3,1780.0,1541,239.0,0.8390000000000001,5008 6533,716432658,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,36,5,2,1,1438.3,0,1438.3,0.6459999999999999,4490 6534,712691883,Attrited Customer,41,F,2,High School,Married,Less than $40K,Blue,36,3,2,2,2811.0,2404,407.0,0.491,2245 6535,712611108,Attrited Customer,59,F,1,Unknown,Single,Less than $40K,Blue,53,5,6,2,7501.0,2517,4984.0,0.6629999999999999,2280 6536,716245833,Existing Customer,62,M,1,Graduate,Unknown,Less than $40K,Blue,36,6,3,2,2856.0,2517,339.0,0.615,4473 6537,780052008,Existing Customer,37,M,3,Unknown,Single,$80K - $120K,Blue,22,4,2,2,29898.0,1414,28484.0,0.45299999999999996,3883 6538,709759908,Existing Customer,46,M,2,Graduate,Married,$60K - $80K,Blue,36,4,2,2,1939.0,685,1254.0,0.42100000000000004,4327 6539,788667408,Existing Customer,50,F,2,High School,Married,Less than $40K,Blue,21,6,1,1,2965.0,1819,1146.0,0.7959999999999999,4475 6540,721449408,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,25,6,2,1,2812.0,2029,783.0,0.634,4763 6541,708316008,Attrited Customer,59,F,1,Graduate,Single,Unknown,Blue,36,3,2,3,10031.0,0,10031.0,0.23800000000000002,1792 6542,714655758,Existing Customer,62,M,0,Graduate,Divorced,$40K - $60K,Blue,36,6,3,2,4049.0,0,4049.0,0.5670000000000001,4003 6543,711846183,Attrited Customer,38,F,3,Graduate,Single,$40K - $60K,Blue,26,3,2,3,2669.0,0,2669.0,0.67,2271 6544,720612333,Attrited Customer,44,F,3,College,Single,Less than $40K,Blue,28,6,2,2,1951.0,0,1951.0,0.772,2697 6545,714673833,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,1528.0,0,1528.0,0.669,4411 6546,710525508,Attrited Customer,48,F,2,High School,Married,Less than $40K,Blue,36,6,3,3,1438.3,455,983.3,0.626,2090 6547,757854858,Attrited Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,43,4,3,4,3143.0,0,3143.0,0.764,2297 6548,714658233,Existing Customer,46,F,5,High School,Unknown,Less than $40K,Blue,37,4,3,3,1438.3,725,713.3,0.715,3916 6549,716381808,Existing Customer,43,M,2,Unknown,Single,$40K - $60K,Blue,36,4,4,1,8406.0,0,8406.0,0.743,3820 6550,720831783,Existing Customer,50,F,0,High School,Unknown,Less than $40K,Blue,36,3,2,1,2242.0,888,1354.0,0.6609999999999999,4708 6551,714319233,Attrited Customer,44,M,5,Graduate,Divorced,$60K - $80K,Blue,36,3,3,6,6538.0,0,6538.0,0.556,2132 6552,718178583,Existing Customer,42,F,2,Unknown,Married,Less than $40K,Blue,29,3,3,1,4710.0,1604,3106.0,0.607,4663 6553,708886533,Existing Customer,50,M,1,Graduate,Single,$120K +,Blue,41,4,1,3,13032.0,1701,11331.0,0.904,4348 6554,716239383,Existing Customer,45,F,4,High School,Married,Less than $40K,Blue,36,5,2,2,2225.0,0,2225.0,0.611,4138 6555,714672933,Existing Customer,52,F,3,Graduate,Married,$40K - $60K,Blue,36,6,4,2,3143.0,2268,875.0,0.8009999999999999,4417 6556,809954133,Existing Customer,49,M,2,Uneducated,Married,$60K - $80K,Blue,44,6,1,3,5013.0,0,5013.0,0.8220000000000001,5223 6557,714855108,Existing Customer,60,F,0,High School,Married,Less than $40K,Blue,50,6,0,1,3466.0,973,2493.0,0.652,4073 6558,718730283,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,18,5,3,3,1686.0,1206,480.0,0.767,4891 6559,709232808,Attrited Customer,44,F,3,Unknown,Divorced,$40K - $60K,Blue,34,2,3,2,1689.0,0,1689.0,0.20199999999999999,1588 6560,804428958,Existing Customer,47,M,1,Graduate,Married,$40K - $60K,Blue,42,3,2,1,1626.0,0,1626.0,0.7829999999999999,4847 6561,711474333,Attrited Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,51,3,5,2,1614.0,0,1614.0,0.24100000000000002,1690 6562,720070383,Existing Customer,41,F,3,Uneducated,Single,Unknown,Blue,29,6,3,3,2429.0,1966,463.0,1.046,4775 6563,720322008,Existing Customer,35,F,2,Unknown,Married,$40K - $60K,Blue,15,4,2,1,1438.3,834,604.3,0.684,4551 6564,714527433,Attrited Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,30,5,2,2,17523.0,0,17523.0,0.424,1974 6565,789267633,Existing Customer,54,F,2,College,Married,Less than $40K,Blue,43,3,4,1,2573.0,1760,813.0,0.6759999999999999,4404 6566,714523383,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,33,3,2,2,2900.0,2122,778.0,0.631,4656 6567,713996283,Existing Customer,32,F,2,Post-Graduate,Single,Less than $40K,Blue,36,4,5,1,2352.0,2176,176.0,0.857,5209 6568,714557583,Existing Customer,58,F,2,College,Single,Less than $40K,Blue,36,6,4,0,2212.0,1902,310.0,0.691,4976 6569,714014733,Attrited Customer,33,M,2,College,Single,$80K - $120K,Blue,36,4,3,2,9642.0,1431,8211.0,0.561,2172 6570,779065458,Existing Customer,56,M,1,High School,Married,$120K +,Blue,37,4,1,3,9257.0,0,9257.0,0.722,4212 6571,712733958,Attrited Customer,46,F,2,Unknown,Single,Less than $40K,Blue,36,6,3,3,1731.0,0,1731.0,0.529,2304 6572,719231583,Existing Customer,61,M,1,Graduate,Unknown,$60K - $80K,Blue,49,6,2,2,16929.0,1838,15091.0,0.551,4799 6573,778801608,Existing Customer,50,M,2,College,Married,$80K - $120K,Blue,39,6,4,2,3606.0,1862,1744.0,0.6890000000000001,3568 6574,720728133,Existing Customer,44,M,4,Uneducated,Single,$40K - $60K,Blue,33,4,3,3,1714.0,0,1714.0,0.8490000000000001,4180 6575,718153233,Existing Customer,46,M,3,Uneducated,Married,$80K - $120K,Blue,36,3,2,2,23512.0,1562,21950.0,0.632,3764 6576,716122008,Attrited Customer,44,F,3,Unknown,Married,Less than $40K,Blue,35,3,3,2,1855.0,0,1855.0,0.988,2544 6577,714960408,Attrited Customer,44,F,3,College,Single,Less than $40K,Blue,34,4,3,1,1605.0,890,715.0,0.742,2722 6578,772382283,Attrited Customer,46,F,3,Graduate,Married,Less than $40K,Blue,36,3,3,3,2302.0,1593,709.0,0.6709999999999999,2689 6579,817236708,Existing Customer,42,M,3,Uneducated,Married,$60K - $80K,Blue,25,6,2,3,13546.0,1720,11826.0,0.5379999999999999,3943 6580,714266883,Attrited Customer,54,F,4,Post-Graduate,Unknown,Less than $40K,Blue,44,5,3,3,2440.0,503,1937.0,0.415,2334 6581,792795933,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,30,5,6,2,2669.0,2397,272.0,0.807,3847 6582,717219933,Attrited Customer,47,F,3,Unknown,Single,Less than $40K,Blue,35,4,3,6,2402.0,628,1774.0,0.6890000000000001,1930 6583,719986758,Attrited Customer,46,F,2,Unknown,Single,$40K - $60K,Blue,33,5,3,6,3001.0,0,3001.0,0.74,2577 6584,712326708,Existing Customer,42,F,2,Unknown,Married,Less than $40K,Blue,31,6,2,3,2552.0,2220,332.0,0.782,4437 6585,721505358,Existing Customer,41,F,3,Unknown,Married,Less than $40K,Blue,34,3,6,2,2679.0,2214,465.0,1.036,4682 6586,804337233,Existing Customer,45,F,4,High School,Single,Less than $40K,Blue,35,3,2,2,1502.0,0,1502.0,0.7390000000000001,4890 6587,785351133,Existing Customer,61,F,1,Graduate,Unknown,$40K - $60K,Blue,55,4,3,3,1438.3,0,1438.3,0.573,4518 6588,714034158,Existing Customer,46,F,4,Unknown,Married,Less than $40K,Blue,38,5,2,3,3331.0,1307,2024.0,0.617,3946 6589,720349983,Existing Customer,32,F,1,Unknown,Divorced,Less than $40K,Blue,19,3,2,1,1438.3,0,1438.3,0.6859999999999999,4593 6590,720155583,Existing Customer,55,F,2,Unknown,Single,Less than $40K,Blue,39,3,2,3,2426.0,1589,837.0,0.87,5175 6591,806140383,Attrited Customer,59,M,2,High School,Single,$80K - $120K,Blue,54,3,2,2,2791.0,2396,395.0,0.889,2658 6592,799031958,Existing Customer,49,M,2,Unknown,Unknown,$80K - $120K,Blue,43,5,2,2,18379.0,999,17380.0,0.466,4122 6593,719556558,Existing Customer,46,M,2,Doctorate,Married,$120K +,Blue,34,6,3,1,3499.0,1759,1740.0,0.635,3972 6594,771455508,Existing Customer,60,F,0,College,Single,Less than $40K,Blue,48,5,1,3,1438.3,0,1438.3,0.653,4104 6595,712214283,Existing Customer,40,M,2,Graduate,Married,$120K +,Blue,28,6,3,3,18295.0,0,18295.0,0.625,4827 6596,712667058,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,29,4,1,3,1568.0,995,573.0,0.9079999999999999,4531 6597,715393908,Existing Customer,57,F,2,Post-Graduate,Married,Less than $40K,Blue,36,3,0,1,2712.0,1445,1267.0,0.8190000000000001,4520 6598,751518633,Attrited Customer,48,M,5,Post-Graduate,Single,$120K +,Silver,41,5,3,1,34516.0,2517,31999.0,0.5529999999999999,2260 6599,769100508,Existing Customer,55,F,5,High School,Single,Less than $40K,Blue,49,6,2,1,2177.0,1472,705.0,0.787,5228 6600,720582558,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,34,3,3,1,2296.0,0,2296.0,0.7490000000000001,5108 6601,710773533,Existing Customer,43,F,3,Post-Graduate,Married,Less than $40K,Blue,35,5,3,3,2435.0,1595,840.0,0.691,5268 6602,712395408,Attrited Customer,51,F,3,Graduate,Divorced,Less than $40K,Blue,41,5,3,3,1495.0,691,804.0,0.705,2552 6603,818459733,Attrited Customer,41,M,3,Doctorate,Single,$120K +,Blue,26,3,2,2,9220.0,0,9220.0,0.733,2276 6604,708867408,Attrited Customer,52,M,2,High School,Married,$60K - $80K,Blue,40,3,4,2,23128.0,1958,21170.0,0.604,2050 6605,772457583,Existing Customer,47,F,2,Doctorate,Single,Less than $40K,Blue,37,3,0,1,4254.0,1204,3050.0,0.5379999999999999,5385 6606,810271083,Attrited Customer,47,F,3,Unknown,Single,$40K - $60K,Blue,42,1,5,3,14897.0,0,14897.0,0.489,2164 6607,712649058,Existing Customer,54,F,2,Uneducated,Single,Less than $40K,Blue,36,3,2,2,3554.0,0,3554.0,0.929,4121 6608,788737083,Existing Customer,34,F,2,High School,Married,Less than $40K,Blue,13,6,2,2,1798.0,833,965.0,0.882,4551 6609,714012258,Existing Customer,44,F,2,College,Single,Less than $40K,Blue,34,3,2,1,2429.0,1687,742.0,0.7659999999999999,4122 6610,757662258,Existing Customer,46,F,4,Graduate,Divorced,$40K - $60K,Blue,39,3,1,1,2477.0,1480,997.0,0.826,5138 6611,714388158,Existing Customer,36,F,2,Uneducated,Divorced,Unknown,Blue,36,3,2,1,14304.0,699,13605.0,0.5489999999999999,4746 6612,720067083,Existing Customer,30,F,0,High School,Single,Less than $40K,Blue,36,5,1,1,1536.0,801,735.0,0.9440000000000001,3904 6613,814529508,Existing Customer,39,F,3,High School,Unknown,Unknown,Blue,34,4,3,2,15370.0,686,14684.0,0.81,4106 6614,794068308,Existing Customer,45,M,4,Unknown,Unknown,$40K - $60K,Gold,39,5,1,2,23981.0,1684,22297.0,0.736,4141 6615,824812983,Existing Customer,42,M,3,Unknown,Single,$60K - $80K,Blue,38,5,1,1,6318.0,1397,4921.0,0.517,4166 6616,713396358,Existing Customer,32,F,1,Graduate,Single,Unknown,Blue,13,5,1,3,3558.0,816,2742.0,0.77,4878 6617,719420883,Attrited Customer,56,F,4,Graduate,Unknown,Less than $40K,Blue,44,5,3,3,1677.0,0,1677.0,0.835,2477 6618,785500533,Existing Customer,53,F,4,Unknown,Married,Less than $40K,Blue,47,3,2,2,2734.0,2085,649.0,0.764,4064 6619,712138008,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,1,2396.0,1663,733.0,0.645,4569 6620,709279608,Existing Customer,45,M,4,High School,Married,$80K - $120K,Blue,35,5,2,3,9852.0,2277,7575.0,0.831,3813 6621,788771733,Existing Customer,49,M,4,High School,Single,$60K - $80K,Blue,30,5,3,3,1579.0,900,679.0,0.5920000000000001,4354 6622,753365883,Attrited Customer,44,F,3,Unknown,Single,Unknown,Blue,37,3,2,3,1900.0,0,1900.0,0.8640000000000001,2298 6623,770717883,Existing Customer,42,F,2,College,Married,$40K - $60K,Blue,28,6,2,1,1820.0,0,1820.0,0.6579999999999999,4592 6624,716919633,Existing Customer,58,F,1,Uneducated,Unknown,$40K - $60K,Blue,39,5,1,1,2406.0,0,2406.0,1.016,4450 6625,717915783,Attrited Customer,60,M,0,Unknown,Married,$60K - $80K,Blue,47,5,1,3,4541.0,1037,3504.0,0.825,2829 6626,720099708,Existing Customer,51,F,4,Unknown,Single,Less than $40K,Blue,43,6,3,2,3124.0,2517,607.0,0.635,4716 6627,711004533,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,26,6,3,1,2240.0,1664,576.0,0.691,4399 6628,709482633,Existing Customer,43,F,4,Uneducated,Married,$40K - $60K,Blue,31,4,1,3,1773.0,882,891.0,0.68,5400 6629,717381183,Existing Customer,27,F,0,Graduate,Married,Less than $40K,Blue,36,3,2,2,1674.0,752,922.0,0.963,4513 6630,719716983,Existing Customer,46,F,4,Graduate,Married,Unknown,Blue,39,4,3,3,3257.0,0,3257.0,0.757,4042 6631,711117108,Existing Customer,48,F,3,High School,Married,Unknown,Silver,36,4,2,3,32611.0,1718,30893.0,0.971,3916 6632,780567408,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,38,5,1,2,3027.0,1671,1356.0,0.934,3912 6633,778810083,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,35,4,3,3,4210.0,0,4210.0,1.0270000000000001,4175 6634,778696608,Existing Customer,46,M,3,Graduate,Divorced,$40K - $60K,Blue,27,5,2,3,10931.0,2297,8634.0,0.639,4802 6635,771469758,Existing Customer,55,M,3,Graduate,Single,$120K +,Blue,43,5,1,3,34516.0,0,34516.0,0.813,4131 6636,714172158,Existing Customer,51,F,0,Doctorate,Single,$40K - $60K,Blue,36,3,2,1,2637.0,1009,1628.0,0.574,4525 6637,713713983,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,33,4,2,2,2899.0,1952,947.0,0.667,4906 6638,787454133,Existing Customer,40,M,2,Unknown,Divorced,$120K +,Blue,26,3,2,3,1438.3,0,1438.3,0.634,4776 6639,709597983,Existing Customer,65,M,0,Doctorate,Divorced,Less than $40K,Blue,56,6,1,3,1573.0,653,920.0,0.71,3349 6640,708298233,Attrited Customer,49,F,3,Graduate,Married,Less than $40K,Blue,37,4,2,1,6184.0,0,6184.0,0.47600000000000003,1756 6641,779885358,Existing Customer,51,M,0,College,Married,$120K +,Silver,35,5,1,2,34516.0,2332,32184.0,0.8,4587 6642,709938708,Existing Customer,56,F,3,Uneducated,Married,Unknown,Blue,47,4,1,2,1822.0,1118,704.0,0.8959999999999999,4576 6643,719620983,Existing Customer,41,F,2,Unknown,Single,Less than $40K,Blue,29,6,3,0,2701.0,1839,862.0,0.765,4406 6644,712329933,Attrited Customer,47,F,1,High School,Unknown,Less than $40K,Blue,41,6,3,2,3654.0,0,3654.0,0.63,1998 6645,798280683,Existing Customer,37,M,3,Post-Graduate,Single,$80K - $120K,Blue,31,6,3,3,2626.0,1736,890.0,0.7859999999999999,4714 6646,715265208,Existing Customer,48,F,1,High School,Single,Less than $40K,Blue,36,4,3,3,1438.3,812,626.3,0.667,3868 6647,826069983,Existing Customer,46,F,4,Graduate,Single,Unknown,Blue,42,4,0,3,13376.0,1633,11743.0,0.98,4515 6648,708890958,Existing Customer,55,M,3,Graduate,Single,$120K +,Blue,42,3,3,2,31636.0,2517,29119.0,0.718,4231 6649,708818508,Existing Customer,36,M,1,Unknown,Married,Less than $40K,Blue,26,5,2,2,3453.0,2517,936.0,0.585,4386 6650,795784008,Attrited Customer,44,F,3,Graduate,Married,Less than $40K,Blue,38,4,2,3,3889.0,2517,1372.0,0.405,1718 6651,714965958,Existing Customer,47,F,4,Post-Graduate,Unknown,$40K - $60K,Blue,36,6,2,3,2216.0,1800,416.0,0.7509999999999999,4711 6652,716328558,Existing Customer,46,M,2,Uneducated,Married,$80K - $120K,Blue,38,4,5,2,11434.0,0,11434.0,0.84,4520 6653,780747033,Existing Customer,43,F,5,Graduate,Married,Unknown,Blue,34,5,1,3,3146.0,808,2338.0,0.711,4149 6654,713923233,Existing Customer,46,M,3,High School,Married,$80K - $120K,Blue,36,6,3,3,2790.0,2185,605.0,0.6709999999999999,3392 6655,710962308,Existing Customer,57,F,4,High School,Single,Unknown,Blue,36,3,6,3,4396.0,834,3562.0,0.66,4826 6656,713254983,Existing Customer,62,M,0,Uneducated,Single,$60K - $80K,Blue,50,5,2,2,14314.0,656,13658.0,0.8220000000000001,4355 6657,720275358,Attrited Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,30,4,3,2,1889.0,0,1889.0,0.8740000000000001,2479 6658,715964058,Existing Customer,39,F,1,High School,Single,Less than $40K,Blue,31,5,2,1,1862.0,726,1136.0,0.63,5105 6659,721461258,Existing Customer,53,M,0,High School,Married,$40K - $60K,Blue,39,5,2,2,2875.0,1671,1204.0,0.9229999999999999,4399 6660,710727333,Attrited Customer,49,F,3,High School,Married,Less than $40K,Blue,36,4,2,2,1763.0,0,1763.0,0.8959999999999999,2813 6661,717325158,Existing Customer,46,F,5,Graduate,Married,$40K - $60K,Blue,33,3,1,1,1438.3,883,555.3,0.708,4474 6662,825856083,Existing Customer,39,M,1,Post-Graduate,Single,$40K - $60K,Blue,35,5,1,1,2623.0,2121,502.0,0.722,4078 6663,807136758,Attrited Customer,58,F,2,High School,Married,Less than $40K,Blue,53,3,0,2,1944.0,0,1944.0,0.613,2412 6664,715400733,Attrited Customer,43,F,3,Uneducated,Married,$40K - $60K,Blue,36,6,4,3,1438.3,0,1438.3,0.747,2116 6665,713927283,Existing Customer,39,F,1,Graduate,Single,Unknown,Blue,34,3,1,1,2884.0,2517,367.0,0.693,4809 6666,711594858,Existing Customer,44,F,1,Unknown,Single,Less than $40K,Blue,36,3,3,2,2936.0,1297,1639.0,0.556,4509 6667,711389358,Attrited Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,23,5,3,2,5791.0,2517,3274.0,0.69,2516 6668,720769533,Existing Customer,65,M,0,Graduate,Single,$40K - $60K,Blue,36,4,0,1,1438.3,682,756.3,0.713,4427 6669,715736283,Existing Customer,55,F,4,Doctorate,Single,Less than $40K,Blue,44,3,1,1,1912.0,0,1912.0,0.7829999999999999,4666 6670,768949983,Existing Customer,31,F,2,Unknown,Single,Unknown,Blue,25,5,3,1,3288.0,2495,793.0,0.805,4370 6671,711253383,Attrited Customer,48,F,2,Unknown,Married,Unknown,Blue,38,6,2,3,4382.0,0,4382.0,0.7140000000000001,2446 6672,798457833,Existing Customer,46,F,3,Graduate,Married,Unknown,Blue,40,5,1,3,3595.0,1087,2508.0,0.528,4534 6673,794554683,Attrited Customer,41,F,4,Graduate,Married,Less than $40K,Blue,26,4,2,2,3159.0,0,3159.0,0.9159999999999999,2925 6674,789996783,Existing Customer,36,F,3,Uneducated,Unknown,Unknown,Blue,28,5,3,2,5393.0,2509,2884.0,0.679,4769 6675,712220283,Existing Customer,37,M,2,Graduate,Unknown,$80K - $120K,Blue,28,3,2,3,12222.0,0,12222.0,0.861,4215 6676,751150233,Existing Customer,43,M,5,Graduate,Single,Less than $40K,Blue,36,3,2,2,1438.3,0,1438.3,0.644,4459 6677,715815783,Existing Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,29,3,2,2,3429.0,0,3429.0,0.637,4591 6678,712599783,Existing Customer,39,M,3,Uneducated,Single,$80K - $120K,Blue,36,4,2,1,12618.0,1585,11033.0,0.586,4768 6679,719653308,Existing Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,40,5,2,2,6049.0,796,5253.0,0.821,4468 6680,708928908,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,23,4,3,3,2533.0,0,2533.0,0.998,5128 6681,709780158,Existing Customer,52,F,1,Graduate,Single,Unknown,Blue,35,4,4,2,2411.0,1379,1032.0,0.8690000000000001,4812 6682,768675483,Existing Customer,41,M,4,College,Divorced,$60K - $80K,Blue,35,5,3,2,2001.0,0,2001.0,0.7909999999999999,4455 6683,714243408,Existing Customer,46,F,2,Graduate,Single,Unknown,Blue,36,4,6,2,2042.0,1359,683.0,0.7959999999999999,4917 6684,711323283,Attrited Customer,57,M,2,Uneducated,Married,$60K - $80K,Blue,41,3,3,2,2527.0,1030,1497.0,0.7140000000000001,2767 6685,713499408,Existing Customer,49,M,1,Unknown,Married,Less than $40K,Blue,35,5,2,2,1438.3,0,1438.3,0.6809999999999999,4109 6686,719245983,Existing Customer,46,F,4,Post-Graduate,Married,Unknown,Blue,38,6,3,2,13816.0,955,12861.0,0.6990000000000001,4238 6687,810789708,Existing Customer,38,F,1,Post-Graduate,Single,Less than $40K,Blue,33,4,2,1,2256.0,0,2256.0,0.713,4587 6688,710301858,Existing Customer,49,F,5,High School,Married,Unknown,Silver,36,6,2,2,34516.0,2019,32497.0,0.614,3820 6689,718611333,Existing Customer,55,M,3,Post-Graduate,Married,$80K - $120K,Blue,36,6,1,0,6400.0,1979,4421.0,0.696,4475 6690,787557258,Existing Customer,52,F,4,Graduate,Married,Unknown,Blue,42,5,3,2,1816.0,0,1816.0,0.664,4957 6691,711533058,Existing Customer,42,F,2,Doctorate,Single,$40K - $60K,Blue,29,6,2,3,3347.0,2240,1107.0,0.898,5533 6692,715805133,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,43,6,2,2,2705.0,1581,1124.0,0.851,5532 6693,708680583,Existing Customer,53,F,1,Graduate,Married,$40K - $60K,Blue,36,4,1,2,2043.0,1590,453.0,0.618,4940 6694,789454683,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,4,2,2,1912.0,1281,631.0,0.693,5046 6695,711428733,Existing Customer,50,F,3,Post-Graduate,Divorced,$40K - $60K,Blue,39,3,2,2,3028.0,1339,1689.0,0.843,4144 6696,715842183,Existing Customer,42,F,5,High School,Married,Less than $40K,Blue,35,5,4,3,1514.0,745,769.0,0.6940000000000001,4004 6697,815772333,Existing Customer,48,F,2,Unknown,Single,Less than $40K,Blue,43,6,3,3,1438.3,0,1438.3,0.816,4059 6698,778255083,Existing Customer,52,F,1,Uneducated,Married,Less than $40K,Blue,42,5,3,3,3103.0,2517,586.0,0.8809999999999999,4641 6699,715571583,Existing Customer,57,F,2,Doctorate,Divorced,Less than $40K,Blue,47,5,1,2,2504.0,1915,589.0,0.897,4847 6700,720711483,Attrited Customer,56,F,1,High School,Married,Unknown,Blue,42,5,2,3,3674.0,2517,1157.0,0.8540000000000001,2608 6701,827436483,Existing Customer,48,M,1,Graduate,Married,$80K - $120K,Blue,44,6,1,3,2916.0,0,2916.0,0.792,4336 6702,710715783,Existing Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,45,5,2,3,1633.0,0,1633.0,0.725,4436 6703,758367933,Existing Customer,56,M,2,Uneducated,Single,$80K - $120K,Blue,49,5,3,2,5466.0,0,5466.0,0.5870000000000001,4435 6704,721399833,Existing Customer,43,F,2,High School,Married,$40K - $60K,Blue,34,3,1,3,2032.0,1008,1024.0,0.879,4736 6705,708727983,Existing Customer,62,M,0,Uneducated,Single,$60K - $80K,Blue,36,6,1,3,3933.0,0,3933.0,0.884,3048 6706,802822833,Existing Customer,51,M,3,Uneducated,Unknown,$80K - $120K,Blue,45,5,2,2,21328.0,0,21328.0,0.7829999999999999,3825 6707,713276733,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,36,3,1,3,3562.0,2107,1455.0,0.39399999999999996,4490 6708,809440008,Attrited Customer,39,F,2,High School,Single,Unknown,Blue,34,3,3,1,2069.0,550,1519.0,0.7829999999999999,2716 6709,716959833,Existing Customer,45,M,3,Graduate,Single,$120K +,Blue,31,5,2,2,3534.0,0,3534.0,0.536,3973 6710,714432108,Existing Customer,56,F,3,Uneducated,Married,$40K - $60K,Blue,46,5,3,3,2402.0,1892,510.0,0.645,4610 6711,772580958,Existing Customer,57,F,2,Uneducated,Married,Unknown,Blue,47,3,2,2,3136.0,2138,998.0,0.6990000000000001,4930 6712,715071483,Existing Customer,60,F,1,Uneducated,Divorced,$40K - $60K,Blue,52,4,2,3,2802.0,2517,285.0,0.664,4392 6713,712410858,Existing Customer,50,F,4,Uneducated,Married,Unknown,Blue,40,4,1,3,2315.0,1336,979.0,0.7709999999999999,4143 6714,715395933,Existing Customer,44,F,3,College,Unknown,Unknown,Blue,35,5,2,2,11238.0,2336,8902.0,0.9109999999999999,5302 6715,711237633,Attrited Customer,49,M,0,Graduate,Married,$60K - $80K,Blue,29,3,3,3,1460.0,0,1460.0,0.738,2329 6716,781337658,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,44,3,1,2,2602.0,1612,990.0,0.9059999999999999,5532 6717,718913358,Attrited Customer,36,M,2,Graduate,Single,Less than $40K,Blue,36,3,3,3,4225.0,2517,1708.0,0.662,2659 6718,715784808,Existing Customer,57,F,4,Post-Graduate,Single,$40K - $60K,Blue,48,4,2,1,2576.0,1678,898.0,0.7709999999999999,3913 6719,718452633,Attrited Customer,35,F,4,Graduate,Married,Unknown,Blue,36,4,3,3,1931.0,0,1931.0,0.695,2569 6720,769883733,Attrited Customer,46,M,3,Post-Graduate,Single,$40K - $60K,Blue,40,3,4,2,2344.0,0,2344.0,0.41200000000000003,2098 6721,709375158,Existing Customer,29,F,1,Unknown,Unknown,Unknown,Blue,36,6,3,2,7270.0,1835,5435.0,0.86,3759 6722,801977733,Existing Customer,40,F,2,High School,Single,Less than $40K,Blue,34,4,2,2,2395.0,1437,958.0,0.787,4481 6723,709175208,Existing Customer,50,F,4,Uneducated,Single,Less than $40K,Blue,43,4,3,2,2835.0,2292,543.0,0.732,4686 6724,788990508,Existing Customer,62,F,0,Unknown,Single,$40K - $60K,Blue,49,4,1,1,1540.0,796,744.0,0.805,3714 6725,720835308,Existing Customer,49,F,2,Uneducated,Married,Unknown,Blue,34,6,1,3,3017.0,0,3017.0,0.7020000000000001,4389 6726,717365958,Existing Customer,50,F,1,Graduate,Married,Less than $40K,Blue,36,4,2,3,1438.3,0,1438.3,0.851,4765 6727,779577108,Existing Customer,49,F,1,Doctorate,Single,$40K - $60K,Blue,32,3,3,2,1438.3,0,1438.3,0.718,4052 6728,801497508,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,50,4,3,2,1584.0,1311,273.0,0.867,4203 6729,716131083,Existing Customer,47,M,2,Graduate,Single,$40K - $60K,Blue,35,6,1,3,2676.0,2157,519.0,0.9009999999999999,4640 6730,784734258,Existing Customer,56,F,2,Unknown,Divorced,$40K - $60K,Blue,50,5,2,2,5084.0,1683,3401.0,0.9229999999999999,4060 6731,711122958,Attrited Customer,41,F,3,Graduate,Single,Less than $40K,Blue,33,5,3,3,1764.0,0,1764.0,0.552,2105 6732,779508333,Existing Customer,63,M,0,Unknown,Unknown,$60K - $80K,Blue,46,6,2,2,23925.0,1494,22431.0,0.7040000000000001,3677 6733,717699408,Existing Customer,51,F,3,Graduate,Married,Unknown,Blue,36,3,3,3,2886.0,2517,369.0,0.841,4884 6734,720210483,Existing Customer,43,F,3,High School,Unknown,Unknown,Blue,28,6,2,3,6720.0,2143,4577.0,0.8140000000000001,5049 6735,709329558,Existing Customer,49,F,4,High School,Single,Less than $40K,Gold,34,4,3,2,15569.0,1554,14015.0,0.436,4566 6736,721222833,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,3,1565.0,944,621.0,0.872,4798 6737,712682583,Existing Customer,44,M,5,High School,Single,$60K - $80K,Blue,35,3,2,2,5947.0,995,4952.0,0.7240000000000001,4984 6738,710051658,Existing Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,37,6,3,3,18821.0,774,18047.0,0.586,4402 6739,708606633,Attrited Customer,56,F,3,Graduate,Married,$40K - $60K,Blue,44,6,3,4,1544.0,0,1544.0,0.315,1902 6740,710862258,Existing Customer,41,F,2,Uneducated,Married,Less than $40K,Blue,36,3,2,2,1755.0,0,1755.0,0.77,4786 6741,720072933,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,36,3,3,3,1438.3,666,772.3,0.675,4759 6742,757527033,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,46,3,5,2,2153.0,0,2153.0,0.7659999999999999,4628 6743,713115483,Attrited Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,6,3,3,1684.0,0,1684.0,0.557,2275 6744,816078708,Existing Customer,45,M,3,Unknown,Single,$40K - $60K,Blue,40,3,4,3,5662.0,1952,3710.0,0.519,4014 6745,713985183,Existing Customer,46,F,5,Graduate,Single,Less than $40K,Blue,38,4,5,2,2799.0,2412,387.0,0.877,4634 6746,789601308,Existing Customer,58,M,3,Unknown,Married,$120K +,Blue,52,4,5,3,12398.0,0,12398.0,0.785,4228 6747,720133908,Existing Customer,41,M,2,Post-Graduate,Single,$40K - $60K,Blue,27,4,1,3,4461.0,900,3561.0,0.5870000000000001,4204 6748,803197833,Existing Customer,49,F,1,Post-Graduate,Divorced,$40K - $60K,Blue,44,6,5,2,2597.0,1871,726.0,0.899,3637 6749,812222208,Existing Customer,54,F,3,Uneducated,Single,Unknown,Blue,49,6,4,3,9733.0,863,8870.0,0.892,5228 6750,757634583,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,45,4,3,1,2261.0,1127,1134.0,0.8140000000000001,4456 6751,719362458,Existing Customer,47,F,3,High School,Married,Less than $40K,Blue,36,5,3,3,2822.0,0,2822.0,0.6809999999999999,5064 6752,789331908,Existing Customer,40,F,3,High School,Unknown,Less than $40K,Blue,30,5,2,2,8793.0,918,7875.0,0.47100000000000003,5342 6753,715616358,Existing Customer,53,F,0,Graduate,Married,Unknown,Blue,36,5,4,3,5843.0,1162,4681.0,0.765,4405 6754,711784908,Existing Customer,46,F,4,High School,Single,Less than $40K,Blue,34,5,5,2,3322.0,2517,805.0,0.789,3913 6755,806900508,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,48,5,3,3,2036.0,1716,320.0,0.69,4161 6756,710098233,Existing Customer,28,F,0,Unknown,Single,Less than $40K,Blue,13,3,2,2,2387.0,0,2387.0,0.639,4513 6757,713508333,Existing Customer,43,F,4,College,Unknown,Less than $40K,Blue,33,5,4,3,1884.0,1216,668.0,0.945,4591 6758,712176708,Existing Customer,51,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,3,3747.0,2268,1479.0,0.7090000000000001,4609 6759,719724933,Existing Customer,58,F,1,Uneducated,Married,Less than $40K,Blue,51,5,4,2,2220.0,1240,980.0,0.9059999999999999,4396 6760,716537433,Existing Customer,50,F,2,College,Married,$40K - $60K,Blue,36,5,4,1,2428.0,2005,423.0,0.835,5170 6761,713186058,Attrited Customer,42,F,3,Unknown,Married,$40K - $60K,Blue,36,4,2,3,1438.3,0,1438.3,0.58,2191 6762,787558683,Existing Customer,45,F,4,Post-Graduate,Single,$40K - $60K,Blue,35,3,5,2,1850.0,621,1229.0,0.682,4234 6763,718002633,Existing Customer,48,F,2,Graduate,Married,$40K - $60K,Silver,41,6,3,1,16002.0,2076,13926.0,0.293,3667 6764,789241308,Attrited Customer,54,F,2,Unknown,Unknown,Less than $40K,Blue,39,4,3,3,1438.3,0,1438.3,0.72,2145 6765,713941158,Existing Customer,47,F,1,High School,Unknown,Less than $40K,Blue,36,6,5,1,5222.0,2517,2705.0,0.569,4433 6766,808950108,Existing Customer,39,F,2,Graduate,Married,Less than $40K,Blue,34,4,5,2,1438.3,859,579.3,0.8079999999999999,4409 6767,719050458,Existing Customer,62,F,0,Unknown,Single,Less than $40K,Blue,56,6,3,3,2582.0,1528,1054.0,0.7709999999999999,4041 6768,718021608,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,34,4,5,2,1533.0,728,805.0,0.9059999999999999,4659 6769,788870283,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,41,5,4,1,1438.3,0,1438.3,0.7959999999999999,3778 6770,778272408,Attrited Customer,52,M,1,Unknown,Divorced,$80K - $120K,Blue,42,4,4,2,5763.0,0,5763.0,0.615,2310 6771,720079758,Existing Customer,46,F,3,Uneducated,Single,Unknown,Blue,42,6,4,2,1910.0,1431,479.0,0.851,5253 6772,787457883,Existing Customer,51,F,0,Unknown,Married,Less than $40K,Blue,37,4,3,2,1515.0,996,519.0,0.5579999999999999,4324 6773,719884983,Existing Customer,52,M,2,Graduate,Single,$40K - $60K,Blue,44,3,4,2,1538.0,666,872.0,0.642,4808 6774,822056583,Existing Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,40,6,5,3,1572.0,874,698.0,0.9470000000000001,4996 6775,714585033,Existing Customer,41,F,4,Uneducated,Married,Less than $40K,Blue,36,3,5,1,1438.3,1055,383.3,0.809,4532 6776,713981283,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,46,6,5,3,2814.0,2162,652.0,0.588,4271 6777,715328658,Attrited Customer,41,F,5,Post-Graduate,Married,Less than $40K,Blue,36,5,3,3,1495.0,0,1495.0,0.6859999999999999,2622 6778,708918558,Attrited Customer,37,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,2,1959.0,662,1297.0,0.888,3046 6779,748194633,Existing Customer,60,F,1,Graduate,Divorced,Less than $40K,Blue,53,5,5,3,2903.0,1251,1652.0,0.879,4555 6780,719323683,Existing Customer,47,F,3,Uneducated,Single,$40K - $60K,Blue,35,6,5,2,4543.0,1028,3515.0,0.799,4093 6781,708611733,Existing Customer,42,F,1,College,Married,Unknown,Blue,33,4,4,3,3119.0,1328,1791.0,0.9670000000000001,4659 6782,771219033,Existing Customer,42,M,1,Uneducated,Unknown,$80K - $120K,Blue,29,4,3,3,17506.0,1979,15527.0,0.447,4199 6783,721480158,Attrited Customer,50,F,2,Unknown,Married,Less than $40K,Blue,43,3,3,2,1438.3,910,528.3,0.66,2370 6784,708086958,Existing Customer,49,F,2,Uneducated,Married,Unknown,Blue,41,3,5,2,3128.0,749,2379.0,0.598,4369 6785,709100283,Attrited Customer,36,F,2,High School,Single,Unknown,Blue,26,3,2,2,5956.0,2517,3439.0,0.877,2828 6786,719350908,Existing Customer,43,M,4,Unknown,Unknown,Less than $40K,Blue,35,3,3,2,4177.0,2094,2083.0,0.466,3553 6787,714124983,Existing Customer,57,M,2,Unknown,Single,$80K - $120K,Blue,48,6,4,3,13457.0,1044,12413.0,0.722,3303 6788,718031508,Existing Customer,45,M,4,College,Divorced,$80K - $120K,Blue,37,6,5,1,1535.0,0,1535.0,0.77,5168 6789,709732608,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,4,3,3,3203.0,2366,837.0,0.665,4282 6790,713466033,Attrited Customer,39,F,2,Graduate,Divorced,Less than $40K,Blue,36,5,2,3,2092.0,0,2092.0,0.42200000000000004,2015 6791,716369208,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,36,6,5,3,2420.0,1223,1197.0,0.718,4954 6792,781143933,Existing Customer,43,F,3,High School,Single,Less than $40K,Blue,36,5,3,3,2313.0,1325,988.0,0.723,5006 6793,711337158,Existing Customer,56,M,2,Graduate,Married,$40K - $60K,Blue,49,3,5,3,3059.0,2387,672.0,0.8079999999999999,4774 6794,714724908,Existing Customer,41,F,1,Uneducated,Married,$40K - $60K,Blue,36,3,4,1,2235.0,1688,547.0,0.631,4633 6795,719973033,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Blue,37,5,5,2,3208.0,0,3208.0,0.9229999999999999,4531 6796,714196008,Existing Customer,43,M,2,Graduate,Unknown,$60K - $80K,Blue,25,5,3,1,7534.0,0,7534.0,0.5870000000000001,4685 6797,780272208,Existing Customer,39,F,1,Graduate,Unknown,Less than $40K,Blue,25,4,2,3,2006.0,1197,809.0,0.877,4139 6798,717849708,Existing Customer,46,M,4,Unknown,Divorced,$60K - $80K,Blue,32,5,3,3,1438.3,738,700.3,0.7090000000000001,4368 6799,712437108,Existing Customer,49,M,3,Unknown,Married,$80K - $120K,Blue,42,3,3,1,14044.0,0,14044.0,0.715,4889 6800,767802483,Existing Customer,44,M,4,College,Single,$60K - $80K,Blue,38,6,3,3,5005.0,969,4036.0,0.727,5066 6801,709064208,Attrited Customer,43,F,2,Uneducated,Single,Less than $40K,Blue,32,4,3,6,1628.0,275,1353.0,0.69,2219 6802,714343608,Existing Customer,56,F,0,Unknown,Single,Less than $40K,Blue,36,5,4,2,3033.0,0,3033.0,0.89,4921 6803,709668408,Existing Customer,56,F,1,Graduate,Unknown,$40K - $60K,Blue,36,5,4,1,5204.0,0,5204.0,1.008,5285 6804,712753758,Existing Customer,57,F,1,High School,Single,Less than $40K,Blue,41,4,4,3,2442.0,1699,743.0,0.639,4313 6805,807722658,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,46,3,3,3,2429.0,1250,1179.0,0.983,4761 6806,826808208,Existing Customer,60,F,0,High School,Single,$40K - $60K,Blue,56,3,5,2,2213.0,829,1384.0,0.639,4210 6807,757224108,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,32,6,3,1,2624.0,1117,1507.0,0.826,3929 6808,816091608,Existing Customer,37,F,1,College,Single,$40K - $60K,Blue,32,4,2,3,1976.0,0,1976.0,0.812,4424 6809,819684183,Existing Customer,46,F,3,Graduate,Single,$40K - $60K,Blue,41,4,5,3,3492.0,1546,1946.0,1.135,3043 6810,719630358,Attrited Customer,50,F,4,High School,Married,Less than $40K,Blue,36,1,3,2,3546.0,0,3546.0,0.7909999999999999,2616 6811,712399308,Attrited Customer,38,F,3,High School,Unknown,Less than $40K,Blue,36,5,3,3,2989.0,2387,602.0,0.43700000000000006,2143 6812,721282908,Existing Customer,44,F,4,Graduate,Married,$40K - $60K,Blue,29,3,1,2,1438.3,0,1438.3,0.742,3971 6813,820848408,Existing Customer,52,F,4,Uneducated,Divorced,Unknown,Blue,48,5,5,2,1438.3,771,667.3,0.652,5053 6814,710888883,Existing Customer,37,F,3,High School,Unknown,Less than $40K,Blue,36,6,4,2,1438.3,636,802.3,0.838,4824 6815,711338058,Existing Customer,45,F,1,Unknown,Married,Less than $40K,Blue,33,6,3,2,1438.3,1201,237.3,0.7490000000000001,4851 6816,721317333,Existing Customer,40,F,4,Post-Graduate,Single,$40K - $60K,Blue,31,4,2,1,2383.0,1828,555.0,0.8140000000000001,4759 6817,711350133,Existing Customer,51,M,2,Graduate,Married,$80K - $120K,Blue,34,5,4,1,13587.0,2374,11213.0,0.789,4995 6818,803606958,Existing Customer,57,F,3,Graduate,Single,Less than $40K,Blue,52,5,5,0,3085.0,0,3085.0,0.7190000000000001,3946 6819,721039308,Existing Customer,40,M,4,Uneducated,Single,$80K - $120K,Blue,36,4,3,2,32431.0,850,31581.0,0.9259999999999999,4400 6820,713440833,Existing Customer,61,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,2207.0,2020,187.0,0.693,4348 6821,780814158,Existing Customer,57,F,3,High School,Unknown,Less than $40K,Blue,39,6,4,2,2781.0,992,1789.0,0.701,4577 6822,717255333,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,36,1,2,2,6921.0,0,6921.0,0.8240000000000001,2729 6823,714368883,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,36,6,5,2,7596.0,1156,6440.0,0.611,4338 6824,788797983,Existing Customer,42,F,3,Uneducated,Married,Unknown,Blue,24,5,1,3,4568.0,2025,2543.0,0.8490000000000001,4869 6825,720642633,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,24,6,1,1,6475.0,1686,4789.0,0.6990000000000001,3837 6826,708793008,Attrited Customer,46,M,3,Doctorate,Divorced,$80K - $120K,Blue,35,5,3,3,9949.0,0,9949.0,0.574,2207 6827,819351258,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,37,5,4,2,2238.0,1693,545.0,0.7140000000000001,5339 6828,715212108,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,36,5,5,1,1438.3,0,1438.3,0.6859999999999999,4565 6829,720046458,Existing Customer,50,F,0,High School,Single,Less than $40K,Blue,43,6,4,2,2670.0,1944,726.0,0.628,4491 6830,779942808,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,28,6,2,1,1438.3,0,1438.3,0.46,4482 6831,713709258,Existing Customer,43,M,3,Post-Graduate,Single,$40K - $60K,Blue,32,3,3,2,2142.0,1369,773.0,0.6659999999999999,4424 6832,779961408,Existing Customer,58,F,1,Uneducated,Single,Less than $40K,Blue,43,4,4,2,3382.0,1446,1936.0,0.705,4854 6833,798699033,Existing Customer,52,F,2,Graduate,Single,Unknown,Blue,46,3,3,3,8961.0,1382,7579.0,0.797,4408 6834,754968033,Existing Customer,40,F,4,High School,Married,Less than $40K,Blue,33,4,5,3,1762.0,1224,538.0,0.815,4899 6835,710163633,Existing Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,36,3,3,2,1919.0,867,1052.0,0.741,4996 6836,781675983,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,53,4,5,1,3054.0,2517,537.0,1.061,4706 6837,720418383,Existing Customer,45,F,3,Unknown,Single,Unknown,Blue,27,4,1,2,1877.0,0,1877.0,0.752,4854 6838,778486008,Existing Customer,52,F,3,High School,Married,Less than $40K,Blue,40,4,4,1,4223.0,2235,1988.0,0.863,3669 6839,718303683,Attrited Customer,36,F,2,Graduate,Married,Less than $40K,Blue,23,4,2,2,1666.0,813,853.0,0.813,2622 6840,716756133,Existing Customer,43,F,2,Graduate,Divorced,Less than $40K,Blue,33,4,3,2,2422.0,1237,1185.0,0.925,5079 6841,711363258,Existing Customer,49,F,1,Post-Graduate,Married,Unknown,Blue,39,6,3,1,4821.0,0,4821.0,0.746,4680 6842,708551508,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,37,4,4,2,3264.0,2508,756.0,0.887,4966 6843,715019883,Existing Customer,52,M,3,College,Married,$60K - $80K,Blue,42,5,3,1,4565.0,1258,3307.0,0.764,4139 6844,711125358,Existing Customer,45,F,3,Graduate,Single,$40K - $60K,Blue,39,4,4,0,1765.0,1694,71.0,0.76,4803 6845,708453408,Existing Customer,40,M,4,College,Divorced,$80K - $120K,Blue,31,6,2,3,16050.0,0,16050.0,0.77,3721 6846,716370258,Existing Customer,49,F,3,Graduate,Single,Less than $40K,Blue,36,5,3,3,2188.0,1067,1121.0,0.618,4537 6847,803880108,Existing Customer,47,F,3,High School,Single,$40K - $60K,Blue,41,6,5,3,1721.0,1355,366.0,0.9259999999999999,4474 6848,708660408,Attrited Customer,40,F,1,College,Married,$40K - $60K,Blue,36,4,2,4,1737.0,1689,48.0,0.644,2459 6849,709822008,Existing Customer,42,F,3,Unknown,Divorced,Unknown,Blue,31,5,3,2,2369.0,1019,1350.0,0.691,4317 6850,716411358,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,36,5,5,3,2652.0,0,2652.0,0.665,4676 6851,717524433,Existing Customer,52,F,2,College,Married,$40K - $60K,Blue,40,5,3,1,1438.3,0,1438.3,0.825,4700 6852,721011858,Existing Customer,63,M,1,Graduate,Unknown,Less than $40K,Blue,52,6,3,3,1438.3,0,1438.3,0.8540000000000001,3913 6853,719734533,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,28,6,2,2,1438.3,689,749.3,0.823,4921 6854,712285908,Existing Customer,60,F,1,High School,Single,Less than $40K,Blue,49,5,4,1,2481.0,1925,556.0,0.723,5228 6855,713675658,Existing Customer,36,F,1,High School,Single,Unknown,Blue,22,6,3,2,9817.0,848,8969.0,0.7929999999999999,4636 6856,712869783,Existing Customer,56,F,3,Graduate,Single,Less than $40K,Blue,36,5,5,2,4255.0,0,4255.0,0.948,4606 6857,708545058,Existing Customer,45,F,2,Graduate,Single,$40K - $60K,Blue,36,5,4,3,1438.3,986,452.3,0.649,5136 6858,817240833,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,36,4,3,1,4970.0,1591,3379.0,0.738,5023 6859,711671058,Attrited Customer,48,F,1,Uneducated,Married,Unknown,Blue,38,5,2,2,1438.3,0,1438.3,0.574,2171 6860,719815383,Existing Customer,49,F,4,Doctorate,Married,Unknown,Blue,39,4,4,1,2333.0,1414,919.0,0.632,5137 6861,808747233,Attrited Customer,50,M,2,Doctorate,Married,$120K +,Silver,45,6,3,3,34516.0,0,34516.0,0.7709999999999999,2573 6862,713084208,Attrited Customer,43,M,4,College,Married,$40K - $60K,Blue,32,6,3,3,4373.0,0,4373.0,0.623,2397 6863,806652483,Existing Customer,41,F,2,High School,Single,$40K - $60K,Blue,36,4,5,3,1561.0,1169,392.0,0.573,4391 6864,709803258,Attrited Customer,48,M,2,Unknown,Married,$80K - $120K,Blue,28,5,2,3,12073.0,0,12073.0,0.541,2400 6865,717765183,Existing Customer,55,F,1,Unknown,Single,Unknown,Blue,42,4,5,3,1438.3,0,1438.3,0.74,4956 6866,779041983,Existing Customer,41,M,5,High School,Single,$40K - $60K,Blue,22,6,2,2,1438.3,0,1438.3,0.56,4439 6867,709868433,Existing Customer,43,F,4,Unknown,Single,Less than $40K,Blue,33,3,3,1,2525.0,2217,308.0,0.763,4409 6868,818699208,Attrited Customer,47,F,4,Post-Graduate,Married,Unknown,Blue,42,4,4,4,6451.0,0,6451.0,0.706,2400 6869,717395733,Existing Customer,42,F,3,Doctorate,Married,$40K - $60K,Blue,36,4,4,3,4142.0,688,3454.0,0.7170000000000001,4512 6870,719516208,Attrited Customer,54,M,2,College,Single,$120K +,Blue,36,3,2,3,34516.0,0,34516.0,0.628,2329 6871,717026658,Attrited Customer,43,F,3,Uneducated,Married,Less than $40K,Blue,32,6,3,3,1897.0,0,1897.0,0.645,2866 6872,801516183,Existing Customer,52,F,4,Graduate,Single,Less than $40K,Blue,46,3,3,3,3231.0,2215,1016.0,0.515,4610 6873,716231133,Existing Customer,40,F,4,Graduate,Married,Less than $40K,Blue,36,5,5,1,1577.0,1286,291.0,0.5710000000000001,3453 6874,779625858,Existing Customer,37,F,2,Unknown,Single,Less than $40K,Blue,27,6,1,3,3061.0,2517,544.0,0.809,5032 6875,709575858,Existing Customer,53,M,4,Graduate,Single,$40K - $60K,Blue,36,4,5,3,2300.0,0,2300.0,0.655,4527 6876,720927183,Existing Customer,56,F,4,Graduate,Married,Less than $40K,Blue,36,3,5,2,2796.0,0,2796.0,0.884,4536 6877,772198983,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,42,3,5,1,3024.0,1649,1375.0,0.5870000000000001,4463 6878,721122258,Existing Customer,38,F,3,Uneducated,Married,$40K - $60K,Blue,36,5,5,3,5293.0,1030,4263.0,0.863,4377 6879,758875908,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,33,4,4,3,1964.0,1811,153.0,0.69,4699 6880,716501133,Existing Customer,36,F,2,Graduate,Single,Less than $40K,Blue,36,6,4,0,2051.0,1154,897.0,0.605,3912 6881,719250783,Existing Customer,41,F,1,High School,Single,Less than $40K,Blue,31,4,2,1,1998.0,0,1998.0,0.7170000000000001,4637 6882,789179583,Existing Customer,28,F,1,College,Divorced,Unknown,Blue,17,5,3,2,11881.0,1488,10393.0,0.5870000000000001,4865 6883,708254733,Existing Customer,41,F,4,Post-Graduate,Single,Less than $40K,Blue,36,5,4,1,2968.0,1873,1095.0,1.11,5171 6884,719758758,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,23,4,2,3,2797.0,1943,854.0,0.899,4917 6885,805458933,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,34,6,4,2,13984.0,632,13352.0,0.7020000000000001,4727 6886,720408708,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,36,3,4,1,2505.0,0,2505.0,0.62,4109 6887,788911458,Existing Customer,40,F,4,College,Married,Less than $40K,Blue,26,3,1,1,2972.0,0,2972.0,0.593,3840 6888,771862308,Existing Customer,50,M,1,College,Single,$80K - $120K,Blue,39,4,3,2,5856.0,2007,3849.0,0.727,4916 6889,714616308,Existing Customer,44,F,4,Uneducated,Divorced,Less than $40K,Blue,38,6,4,1,7182.0,1774,5408.0,0.583,4294 6890,721221783,Existing Customer,62,M,2,Graduate,Single,Less than $40K,Blue,48,6,3,2,5844.0,2013,3831.0,0.478,3546 6891,766021083,Attrited Customer,55,F,1,College,Single,Less than $40K,Blue,48,3,5,3,2114.0,546,1568.0,0.619,2578 6892,771918033,Existing Customer,54,M,4,Graduate,Single,$80K - $120K,Blue,43,3,4,3,8208.0,1256,6952.0,0.8140000000000001,4824 6893,719756133,Attrited Customer,34,M,4,Uneducated,Single,$60K - $80K,Blue,20,3,2,6,3940.0,1384,2556.0,0.9079999999999999,3257 6894,711777633,Existing Customer,41,M,3,Graduate,Divorced,$60K - $80K,Blue,27,5,2,2,5784.0,0,5784.0,0.851,4173 6895,713261133,Attrited Customer,38,M,4,Graduate,Unknown,$60K - $80K,Blue,22,5,2,3,8632.0,0,8632.0,0.395,2221 6896,788519958,Existing Customer,57,F,2,Graduate,Single,Less than $40K,Blue,50,6,5,2,1438.3,876,562.3,0.693,4815 6897,768412608,Existing Customer,39,F,1,Graduate,Single,$40K - $60K,Blue,33,6,3,2,2255.0,1258,997.0,0.96,4309 6898,709972908,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,25,5,1,2,9874.0,1059,8815.0,0.664,4369 6899,713029683,Existing Customer,64,M,0,Graduate,Single,Less than $40K,Blue,36,5,4,1,1873.0,468,1405.0,1.1540000000000001,4738 6900,768243858,Attrited Customer,54,M,3,High School,Married,$80K - $120K,Blue,48,3,4,3,3288.0,2517,771.0,0.84,2717 6901,711685758,Existing Customer,60,F,1,Graduate,Single,$40K - $60K,Blue,42,3,2,1,3334.0,1151,2183.0,0.752,4791 6902,714528258,Existing Customer,46,M,2,Graduate,Divorced,$60K - $80K,Blue,39,3,1,1,3299.0,870,2429.0,0.63,4904 6903,818930808,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,31,3,2,1,2754.0,1798,956.0,0.769,3937 6904,713310558,Existing Customer,47,F,2,Graduate,Married,$40K - $60K,Blue,28,5,2,2,2035.0,1620,415.0,0.838,4130 6905,719995008,Existing Customer,44,F,4,Graduate,Married,Unknown,Blue,36,6,2,2,3979.0,780,3199.0,0.873,5024 6906,811713408,Existing Customer,58,F,2,High School,Married,$40K - $60K,Blue,53,4,2,3,2642.0,1249,1393.0,0.682,4897 6907,709649958,Attrited Customer,62,M,0,Post-Graduate,Divorced,$60K - $80K,Silver,46,4,5,6,28229.0,287,27942.0,0.594,2281 6908,708822783,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,36,4,3,1,2973.0,2517,456.0,0.588,4862 6909,771869508,Existing Customer,51,F,2,Uneducated,Married,Less than $40K,Blue,40,4,3,3,1612.0,831,781.0,0.602,4924 6910,804413508,Existing Customer,41,M,1,High School,Single,$80K - $120K,Blue,36,6,2,3,12084.0,1638,10446.0,0.695,4506 6911,815756058,Existing Customer,54,F,1,Graduate,Single,Less than $40K,Blue,49,3,2,2,2930.0,2266,664.0,0.7340000000000001,4752 6912,712278108,Existing Customer,46,F,2,Unknown,Married,$40K - $60K,Blue,38,6,3,1,1963.0,1112,851.0,0.7609999999999999,4821 6913,717072108,Attrited Customer,50,F,2,Unknown,Single,$40K - $60K,Blue,36,3,3,2,2762.0,0,2762.0,0.684,2571 6914,721460283,Attrited Customer,49,F,3,Post-Graduate,Single,Less than $40K,Blue,35,5,1,2,2214.0,915,1299.0,0.5329999999999999,2144 6915,784827108,Existing Customer,39,F,1,High School,Single,Less than $40K,Blue,33,6,3,2,2292.0,1839,453.0,0.675,4043 6916,717862308,Existing Customer,45,F,2,College,Divorced,$40K - $60K,Blue,27,6,3,2,2901.0,2384,517.0,0.7170000000000001,3835 6917,716726058,Existing Customer,48,F,3,College,Single,Less than $40K,Blue,30,4,1,1,2865.0,1523,1342.0,0.605,4609 6918,717405408,Existing Customer,31,F,0,Post-Graduate,Single,Unknown,Blue,18,3,2,0,3934.0,1911,2023.0,0.723,4143 6919,718734408,Existing Customer,57,F,2,Unknown,Single,$40K - $60K,Blue,45,3,4,3,2428.0,932,1496.0,0.768,4823 6920,771666783,Existing Customer,43,F,5,College,Married,$40K - $60K,Blue,31,5,1,1,5302.0,1136,4166.0,0.8170000000000001,4883 6921,789301458,Existing Customer,41,F,4,High School,Married,Unknown,Blue,30,5,2,2,9139.0,1620,7519.0,0.773,4675 6922,772329183,Existing Customer,48,M,5,Unknown,Married,$40K - $60K,Blue,38,4,4,1,5219.0,1081,4138.0,0.568,3481 6923,713792583,Existing Customer,52,F,2,Graduate,Single,Unknown,Blue,43,5,2,3,10351.0,1356,8995.0,0.828,4572 6924,719577258,Attrited Customer,43,F,2,Uneducated,Divorced,Less than $40K,Blue,30,3,3,4,6811.0,0,6811.0,0.677,1937 6925,770878458,Existing Customer,27,F,1,Post-Graduate,Married,Less than $40K,Blue,13,3,2,2,1438.3,990,448.3,0.715,3855 6926,798308058,Existing Customer,39,M,1,Graduate,Single,$40K - $60K,Blue,33,6,1,2,2255.0,0,2255.0,0.73,4412 6927,772528158,Attrited Customer,55,F,3,Unknown,Single,Less than $40K,Blue,45,4,3,4,1741.0,0,1741.0,0.84,2546 6928,718707933,Attrited Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,35,4,3,4,2189.0,382,1807.0,0.884,2750 6929,709791333,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,36,6,1,3,2040.0,1084,956.0,0.672,4751 6930,710090958,Existing Customer,51,M,3,College,Married,$80K - $120K,Blue,40,6,3,3,1844.0,1232,612.0,0.588,4182 6931,772687983,Existing Customer,53,M,3,Graduate,Single,$60K - $80K,Blue,43,5,3,3,8404.0,1498,6906.0,0.922,4811 6932,714707133,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,5,1,1,1438.3,0,1438.3,0.647,4443 6933,720126033,Existing Customer,42,M,4,High School,Single,$80K - $120K,Blue,28,3,3,3,1944.0,1804,140.0,0.723,4682 6934,713995233,Existing Customer,38,F,2,High School,Married,Less than $40K,Blue,36,6,4,3,1438.3,0,1438.3,0.6409999999999999,4707 6935,771638733,Attrited Customer,49,M,3,Doctorate,Single,$40K - $60K,Blue,37,5,2,3,4354.0,0,4354.0,0.738,2750 6936,715009833,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,36,3,4,2,1857.0,1033,824.0,0.95,5149 6937,711497283,Existing Customer,54,F,5,Unknown,Married,Less than $40K,Blue,36,5,6,1,2708.0,1616,1092.0,0.669,4237 6938,803418783,Existing Customer,40,M,4,Graduate,Married,$60K - $80K,Blue,35,5,4,1,9974.0,2185,7789.0,0.852,4680 6939,814611633,Existing Customer,47,F,2,Uneducated,Single,Less than $40K,Blue,42,3,1,2,2271.0,2154,117.0,1.13,4150 6940,709411383,Existing Customer,45,M,2,Uneducated,Unknown,$40K - $60K,Blue,37,6,4,1,2811.0,1630,1181.0,0.847,4275 6941,825753258,Existing Customer,47,M,4,Uneducated,Married,$60K - $80K,Blue,43,4,3,1,6519.0,1525,4994.0,0.8740000000000001,4495 6942,713930433,Attrited Customer,57,M,2,Uneducated,Unknown,$80K - $120K,Blue,36,5,3,3,4316.0,0,4316.0,0.363,1920 6943,715941633,Existing Customer,50,F,0,Graduate,Married,Less than $40K,Blue,36,3,3,3,1438.3,0,1438.3,0.718,3800 6944,772162683,Attrited Customer,34,F,2,Graduate,Married,Less than $40K,Blue,23,6,2,2,3116.0,0,3116.0,0.698,2768 6945,712531008,Attrited Customer,43,M,3,Unknown,Married,$120K +,Blue,34,4,3,2,24868.0,794,24074.0,0.649,2510 6946,711583458,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,36,4,3,1,1438.3,0,1438.3,0.743,4913 6947,714418983,Existing Customer,43,M,5,Graduate,Single,$40K - $60K,Blue,33,4,2,1,1438.3,0,1438.3,0.643,4509 6948,708699108,Existing Customer,39,F,2,High School,Single,Less than $40K,Blue,36,4,3,3,1438.3,855,583.3,0.662,4890 6949,771749733,Existing Customer,41,M,2,Graduate,Single,$40K - $60K,Silver,30,5,2,3,17706.0,1081,16625.0,1.087,3680 6950,715235808,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,36,3,3,2,1819.0,1235,584.0,0.7979999999999999,4636 6951,716666133,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,39,6,4,1,19350.0,0,19350.0,0.982,4657 6952,716709858,Attrited Customer,34,F,1,Uneducated,Unknown,Less than $40K,Blue,25,1,2,3,3074.0,0,3074.0,0.718,2721 6953,715356258,Existing Customer,42,F,3,Unknown,Married,Less than $40K,Blue,36,4,2,1,2281.0,1548,733.0,0.7390000000000001,4384 6954,720389283,Existing Customer,58,F,1,Unknown,Married,Less than $40K,Blue,46,6,3,3,3035.0,1779,1256.0,0.851,4999 6955,778131333,Existing Customer,38,F,2,Graduate,Married,Less than $40K,Blue,31,6,3,3,3222.0,0,3222.0,0.7859999999999999,5154 6956,708286683,Existing Customer,57,M,2,Uneducated,Single,$80K - $120K,Blue,43,6,3,1,12045.0,1749,10296.0,0.736,4884 6957,814765533,Attrited Customer,44,F,4,High School,Single,$40K - $60K,Blue,39,4,3,3,10587.0,2517,8070.0,1.052,2971 6958,814195758,Existing Customer,42,M,1,Graduate,Single,$60K - $80K,Blue,37,4,1,1,2596.0,1210,1386.0,0.5489999999999999,4642 6959,717121758,Existing Customer,58,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,1,3008.0,2517,491.0,0.674,4627 6960,768720708,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,30,4,4,2,3280.0,2327,953.0,0.784,4268 6961,718032483,Existing Customer,33,F,4,Graduate,Married,Less than $40K,Blue,16,5,3,2,1438.3,611,827.3,0.6920000000000001,4688 6962,809966058,Existing Customer,48,F,2,Unknown,Married,Less than $40K,Blue,37,4,4,2,2835.0,1860,975.0,0.5710000000000001,4569 6963,711553308,Existing Customer,60,M,1,Graduate,Single,$40K - $60K,Blue,48,3,1,3,1438.3,750,688.3,0.7709999999999999,4542 6964,708253458,Existing Customer,59,F,1,Unknown,Single,Unknown,Blue,48,4,2,3,5528.0,1823,3705.0,0.731,4857 6965,711276933,Existing Customer,56,F,3,Graduate,Married,Less than $40K,Blue,44,6,4,2,2030.0,1262,768.0,0.862,4851 6966,718165758,Existing Customer,41,F,1,Graduate,Married,$40K - $60K,Blue,32,6,3,1,2413.0,1627,786.0,0.726,5466 6967,780089658,Existing Customer,36,M,3,Unknown,Single,$60K - $80K,Blue,21,4,2,3,7381.0,1608,5773.0,0.784,5638 6968,826421958,Attrited Customer,46,F,1,High School,Married,Less than $40K,Blue,42,5,4,1,1438.3,0,1438.3,0.637,1843 6969,778712658,Existing Customer,52,F,0,Uneducated,Married,Less than $40K,Blue,34,4,4,3,2001.0,960,1041.0,0.6779999999999999,4026 6970,708158133,Attrited Customer,45,M,3,College,Married,$80K - $120K,Blue,36,3,2,2,3031.0,2517,514.0,0.409,2188 6971,712514508,Existing Customer,47,M,2,Unknown,Married,$120K +,Blue,37,6,4,2,11354.0,0,11354.0,1.0070000000000001,3073 6972,710725383,Existing Customer,42,M,3,Doctorate,Divorced,$40K - $60K,Blue,36,3,2,1,2012.0,0,2012.0,0.31,3282 6973,772601283,Existing Customer,39,M,1,Post-Graduate,Single,$80K - $120K,Blue,29,6,2,2,23034.0,1992,21042.0,0.759,2514 6974,716371308,Existing Customer,40,M,2,Unknown,Single,$40K - $60K,Blue,36,6,6,1,4947.0,0,4947.0,0.7509999999999999,4497 6975,718518858,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,39,4,3,3,1844.0,1388,456.0,0.9009999999999999,5056 6976,712579983,Existing Customer,40,F,2,Graduate,Single,Unknown,Blue,30,5,2,3,1438.3,0,1438.3,0.542,2258 6977,716511483,Existing Customer,46,M,2,Graduate,Married,Less than $40K,Blue,39,3,3,3,4752.0,1400,3352.0,0.6459999999999999,3404 6978,708653958,Attrited Customer,38,M,3,College,Married,$60K - $80K,Blue,36,5,2,2,6114.0,1461,4653.0,0.772,2608 6979,712161858,Attrited Customer,55,F,5,Unknown,Single,Less than $40K,Blue,36,4,2,3,1438.3,0,1438.3,0.5710000000000001,2244 6980,716761308,Existing Customer,37,F,4,Unknown,Single,Less than $40K,Blue,36,3,3,3,2286.0,0,2286.0,0.732,5199 6981,710547783,Existing Customer,57,F,2,Post-Graduate,Single,$40K - $60K,Blue,36,3,4,2,4784.0,1629,3155.0,0.706,4912 6982,772118583,Existing Customer,43,F,1,Uneducated,Married,Less than $40K,Blue,32,6,2,2,2667.0,1590,1077.0,0.8059999999999999,4596 6983,712154883,Existing Customer,54,F,2,College,Married,Less than $40K,Blue,48,3,2,2,2473.0,1745,728.0,0.769,4823 6984,793842558,Existing Customer,39,F,3,Doctorate,Married,Less than $40K,Blue,33,6,4,2,2001.0,1430,571.0,0.555,4509 6985,792695808,Existing Customer,41,M,4,High School,Married,$120K +,Blue,35,5,4,2,18232.0,1140,17092.0,0.657,4775 6986,798047583,Existing Customer,45,F,4,Uneducated,Married,Unknown,Blue,39,6,3,1,1438.3,0,1438.3,0.825,4596 6987,719453283,Existing Customer,45,F,2,Uneducated,Married,Less than $40K,Blue,36,3,4,3,2918.0,1597,1321.0,0.884,4454 6988,717637908,Existing Customer,36,F,2,College,Unknown,Less than $40K,Blue,23,4,3,3,1924.0,971,953.0,0.8059999999999999,4951 6989,708303108,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,42,5,3,0,1770.0,1706,64.0,0.626,4940 6990,788876208,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,27,5,3,3,2265.0,0,2265.0,0.603,3826 6991,772069683,Existing Customer,59,M,0,High School,Married,$60K - $80K,Blue,48,3,1,3,3868.0,1384,2484.0,0.631,4716 6992,780143283,Attrited Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,32,4,3,3,2701.0,2498,203.0,0.637,2678 6993,805453908,Existing Customer,33,M,1,High School,Divorced,$40K - $60K,Blue,28,6,1,3,2507.0,1592,915.0,0.691,4355 6994,780897858,Existing Customer,38,F,2,High School,Single,Less than $40K,Blue,20,4,3,3,2420.0,676,1744.0,0.782,3770 6995,719881533,Attrited Customer,46,M,2,College,Married,$40K - $60K,Silver,34,5,3,4,16547.0,0,16547.0,0.242,1561 6996,717346833,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,33,3,2,2,1621.0,0,1621.0,0.603,3764 6997,718555308,Existing Customer,59,M,1,Unknown,Single,$40K - $60K,Blue,51,3,4,3,3808.0,713,3095.0,0.787,4845 6998,771783333,Attrited Customer,49,F,1,Uneducated,Divorced,$40K - $60K,Blue,37,6,2,2,2173.0,0,2173.0,0.652,2379 6999,709208808,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,36,5,2,1,2178.0,1731,447.0,0.6829999999999999,4275 7000,818901708,Existing Customer,41,F,4,College,Divorced,Unknown,Blue,36,3,1,1,1438.3,0,1438.3,0.841,4539 7001,713247408,Existing Customer,51,F,3,Uneducated,Unknown,Less than $40K,Blue,36,3,1,2,1750.0,813,937.0,0.76,4333 7002,715617333,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,26,3,3,2,1438.3,0,1438.3,0.61,4957 7003,714230808,Existing Customer,36,F,4,College,Married,Less than $40K,Blue,36,6,4,1,2466.0,1750,716.0,0.774,5005 7004,715866033,Existing Customer,37,F,2,High School,Single,Less than $40K,Blue,36,5,2,1,2535.0,1352,1183.0,0.509,3840 7005,718065333,Existing Customer,39,F,4,Graduate,Married,$40K - $60K,Blue,29,4,4,3,2385.0,1971,414.0,0.613,3711 7006,710756133,Existing Customer,40,F,3,Unknown,Married,Less than $40K,Blue,31,5,6,1,1811.0,821,990.0,0.773,4290 7007,713873658,Existing Customer,45,M,4,High School,Single,$120K +,Blue,37,4,3,3,2701.0,1986,715.0,0.5379999999999999,4767 7008,771499233,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,34,6,1,3,5387.0,1133,4254.0,0.652,4374 7009,711274458,Attrited Customer,38,F,3,High School,Married,Less than $40K,Blue,27,4,3,3,1438.3,0,1438.3,0.73,2478 7010,790108908,Existing Customer,44,M,2,Post-Graduate,Married,$80K - $120K,Blue,37,5,1,1,34058.0,0,34058.0,0.552,4043 7011,797389758,Existing Customer,42,F,2,Graduate,Married,$40K - $60K,Silver,36,6,2,1,16290.0,0,16290.0,0.758,4232 7012,827100333,Existing Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,3,2,1438.3,726,712.3,0.657,5208 7013,711647808,Existing Customer,55,F,3,Graduate,Single,Less than $40K,Blue,36,4,1,3,2069.0,1028,1041.0,0.648,4414 7014,714035283,Attrited Customer,56,F,1,Post-Graduate,Married,Less than $40K,Blue,36,6,2,2,2802.0,2256,546.0,0.615,2371 7015,720553158,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,31,5,2,1,3390.0,2222,1168.0,0.768,5001 7016,717924933,Existing Customer,48,F,2,Post-Graduate,Divorced,Unknown,Blue,37,3,4,2,3745.0,1291,2454.0,0.631,4956 7017,802856508,Existing Customer,42,M,2,Graduate,Single,$80K - $120K,Blue,36,6,3,1,26690.0,0,26690.0,1.1440000000000001,4363 7018,708376983,Attrited Customer,58,F,1,Unknown,Single,Unknown,Blue,50,5,2,2,8513.0,799,7714.0,0.451,2119 7019,712673283,Existing Customer,36,F,4,Unknown,Single,Less than $40K,Blue,26,3,2,3,1438.3,0,1438.3,0.8270000000000001,4886 7020,711862533,Attrited Customer,55,F,1,Uneducated,Married,Less than $40K,Blue,36,5,3,2,2258.0,2000,258.0,0.611,2500 7021,772407333,Attrited Customer,41,F,3,Unknown,Married,Less than $40K,Blue,30,5,3,3,1654.0,0,1654.0,0.32899999999999996,1730 7022,778356408,Existing Customer,51,F,3,College,Divorced,$40K - $60K,Blue,31,6,2,2,2768.0,1329,1439.0,0.6990000000000001,4275 7023,716791908,Existing Customer,43,M,1,College,Married,$80K - $120K,Blue,23,5,2,1,14566.0,1045,13521.0,0.41700000000000004,4480 7024,757761033,Existing Customer,35,F,3,Graduate,Single,$40K - $60K,Blue,28,5,6,2,3250.0,1560,1690.0,0.634,4673 7025,758186433,Existing Customer,37,F,1,Uneducated,Single,Less than $40K,Blue,30,3,2,3,2353.0,1095,1258.0,0.941,5038 7026,786546783,Existing Customer,59,F,0,College,Married,$40K - $60K,Blue,53,3,2,0,1438.3,0,1438.3,0.8959999999999999,4457 7027,789634983,Existing Customer,59,M,1,Graduate,Married,$40K - $60K,Blue,53,5,1,2,4188.0,2200,1988.0,0.867,4911 7028,720654183,Attrited Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,35,2,3,3,23542.0,1307,22235.0,0.462,2152 7029,715880283,Existing Customer,57,M,1,High School,Single,$120K +,Blue,47,4,4,2,9272.0,982,8290.0,0.6509999999999999,4649 7030,719990358,Existing Customer,36,F,3,High School,Married,Less than $40K,Blue,28,3,1,1,1967.0,0,1967.0,0.73,4620 7031,779348358,Attrited Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,37,5,3,4,1717.0,0,1717.0,1.028,3004 7032,715130808,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Silver,34,5,1,1,34516.0,1664,32852.0,0.73,4912 7033,713818158,Existing Customer,50,M,1,Doctorate,Single,$80K - $120K,Blue,41,5,4,2,5068.0,991,4077.0,0.736,5173 7034,709728183,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,39,3,2,3,1438.3,0,1438.3,0.7859999999999999,4370 7035,715797783,Existing Customer,55,F,1,Uneducated,Divorced,$40K - $60K,Blue,47,3,2,3,2697.0,1863,834.0,0.735,4615 7036,710879283,Existing Customer,51,M,1,High School,Married,Less than $40K,Blue,41,3,4,3,1438.3,0,1438.3,0.623,4312 7037,827051808,Attrited Customer,44,F,0,College,Married,Less than $40K,Blue,40,5,4,2,7499.0,1083,6416.0,0.716,2478 7038,710484408,Attrited Customer,39,M,4,Post-Graduate,Married,$120K +,Blue,29,6,3,3,8700.0,1742,6958.0,0.45399999999999996,2306 7039,817108083,Attrited Customer,55,M,3,Unknown,Single,$60K - $80K,Blue,35,3,3,3,14266.0,1341,12925.0,0.309,1625 7040,715995933,Existing Customer,46,M,0,Graduate,Single,$120K +,Blue,36,6,2,1,2692.0,1631,1061.0,0.99,4619 7041,713567958,Existing Customer,54,F,3,College,Single,Less than $40K,Blue,36,4,4,2,2957.0,1408,1549.0,0.667,4280 7042,779118708,Existing Customer,50,F,2,Unknown,Single,Less than $40K,Blue,32,4,3,1,1438.3,0,1438.3,0.815,4598 7043,721484283,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,36,4,2,1,3007.0,2517,490.0,0.733,4985 7044,708817608,Existing Customer,41,F,3,High School,Married,Unknown,Blue,24,3,1,1,3427.0,1419,2008.0,0.685,4218 7045,789231858,Existing Customer,59,M,1,Unknown,Married,$60K - $80K,Blue,48,5,3,3,1438.3,642,796.3,0.9259999999999999,5177 7046,788661408,Existing Customer,47,F,3,Uneducated,Married,Less than $40K,Blue,33,4,5,2,2990.0,890,2100.0,0.711,4757 7047,813449508,Attrited Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,56,6,2,3,9918.0,850,9068.0,0.688,2485 7048,789925833,Existing Customer,50,F,2,High School,Married,Unknown,Blue,41,3,1,1,8159.0,2277,5882.0,0.7490000000000001,4402 7049,709296558,Existing Customer,53,M,2,Graduate,Single,$120K +,Blue,36,3,2,2,18551.0,1434,17117.0,1.149,5364 7050,780180033,Existing Customer,31,F,0,Graduate,Married,Less than $40K,Blue,20,5,1,1,1438.3,0,1438.3,0.6890000000000001,4397 7051,713474733,Attrited Customer,51,M,2,Graduate,Single,$80K - $120K,Blue,31,5,3,2,1438.3,327,1111.3,0.528,1783 7052,771527508,Existing Customer,60,M,2,Graduate,Single,$60K - $80K,Blue,48,3,4,1,10886.0,1145,9741.0,0.7490000000000001,3488 7053,709614333,Existing Customer,59,F,0,High School,Single,Unknown,Blue,36,4,3,1,10457.0,2148,8309.0,0.737,4649 7054,767005683,Existing Customer,60,M,0,Unknown,Single,$40K - $60K,Blue,46,6,2,1,1781.0,1551,230.0,0.722,3527 7055,718686558,Existing Customer,50,M,2,Unknown,Married,$120K +,Blue,43,3,2,1,34516.0,1156,33360.0,0.633,3974 7056,715655283,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,6,3,3,2363.0,1495,868.0,0.531,4420 7057,819631158,Existing Customer,54,F,4,Post-Graduate,Married,Less than $40K,Blue,49,3,3,2,2802.0,2219,583.0,0.7959999999999999,5924 7058,710866758,Existing Customer,42,F,4,High School,Married,Less than $40K,Blue,31,5,1,2,1640.0,888,752.0,0.715,4074 7059,790119408,Attrited Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,41,5,3,2,4960.0,0,4960.0,0.882,2430 7060,771332283,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,38,5,1,3,4601.0,2517,2084.0,0.775,5056 7061,771408483,Existing Customer,48,M,5,Unknown,Unknown,$60K - $80K,Blue,36,4,1,2,4100.0,1956,2144.0,0.617,3584 7062,811912608,Existing Customer,52,F,3,Graduate,Married,$40K - $60K,Blue,47,3,2,0,2741.0,1639,1102.0,0.644,5077 7063,708684108,Attrited Customer,46,F,4,Graduate,Married,$40K - $60K,Blue,34,5,3,1,4152.0,1446,2706.0,0.826,2218 7064,768638208,Existing Customer,50,F,2,Uneducated,Married,Less than $40K,Blue,44,3,1,2,3386.0,2517,869.0,0.743,4890 7065,803115258,Attrited Customer,62,M,0,College,Unknown,$40K - $60K,Blue,56,2,6,2,3477.0,0,3477.0,0.436,2113 7066,708869283,Existing Customer,50,M,4,High School,Married,$80K - $120K,Blue,41,6,3,3,23209.0,1308,21901.0,0.498,3530 7067,720892833,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,39,5,3,2,12610.0,1123,11487.0,0.853,4199 7068,709762008,Existing Customer,48,F,4,High School,Married,Less than $40K,Blue,38,5,1,1,2090.0,793,1297.0,0.64,4619 7069,708600033,Existing Customer,46,M,2,Graduate,Married,$40K - $60K,Blue,39,4,3,1,1610.0,0,1610.0,0.6890000000000001,4958 7070,708736608,Attrited Customer,40,M,3,Graduate,Married,$120K +,Blue,27,5,3,2,2269.0,0,2269.0,0.5720000000000001,2108 7071,713047608,Attrited Customer,40,F,2,College,Unknown,Less than $40K,Blue,36,6,1,3,2387.0,2013,374.0,0.449,2134 7072,711717258,Existing Customer,54,F,3,Graduate,Single,$40K - $60K,Blue,39,3,4,1,4036.0,1329,2707.0,0.738,5315 7073,711886383,Attrited Customer,54,F,5,High School,Married,Unknown,Blue,44,5,3,3,5342.0,605,4737.0,0.691,2426 7074,713058858,Attrited Customer,54,F,2,Graduate,Unknown,Less than $40K,Blue,46,5,3,2,1695.0,913,782.0,0.449,2130 7075,713993208,Existing Customer,37,F,3,Doctorate,Married,Less than $40K,Blue,36,3,5,2,1438.3,0,1438.3,0.861,4314 7076,717855933,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,27,3,2,3,1776.0,1586,190.0,0.7979999999999999,4350 7077,713436183,Existing Customer,42,F,3,High School,Married,$40K - $60K,Blue,29,4,3,2,5640.0,0,5640.0,0.77,4739 7078,778360608,Existing Customer,42,F,1,College,Divorced,Less than $40K,Blue,22,5,3,2,2403.0,1105,1298.0,0.735,4186 7079,710914158,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,5,1,2,3349.0,2517,832.0,0.7859999999999999,4405 7080,714789033,Attrited Customer,54,F,1,Graduate,Married,Less than $40K,Blue,50,3,3,3,3173.0,2517,656.0,0.619,2763 7081,809811858,Attrited Customer,43,M,5,High School,Unknown,$80K - $120K,Blue,38,3,3,2,1504.0,0,1504.0,0.987,2530 7082,826709658,Attrited Customer,45,F,3,Graduate,Divorced,$40K - $60K,Blue,41,1,3,3,1477.0,0,1477.0,0.768,2214 7083,752648883,Existing Customer,49,F,2,College,Single,Less than $40K,Blue,41,6,3,1,2018.0,1366,652.0,0.9640000000000001,4842 7084,715771608,Existing Customer,41,M,3,Graduate,Married,$120K +,Silver,36,3,3,2,34516.0,1453,33063.0,0.35700000000000004,4147 7085,719061933,Existing Customer,44,F,4,Graduate,Married,Unknown,Blue,34,6,4,2,2105.0,0,2105.0,0.6559999999999999,4190 7086,792345258,Existing Customer,46,F,2,Uneducated,Divorced,Unknown,Blue,40,5,2,3,20080.0,0,20080.0,0.56,4620 7087,711765708,Existing Customer,39,F,1,Graduate,Unknown,Less than $40K,Blue,36,3,4,1,6690.0,1912,4778.0,0.609,3875 7088,783393633,Existing Customer,46,M,3,Graduate,Unknown,$80K - $120K,Blue,37,6,4,3,1530.0,0,1530.0,0.635,4256 7089,779667408,Existing Customer,58,M,1,Post-Graduate,Single,$80K - $120K,Blue,41,4,2,1,2915.0,1494,1421.0,0.861,4235 7090,805461783,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,42,3,4,0,1438.3,0,1438.3,0.635,4735 7091,719098308,Attrited Customer,56,F,2,High School,Single,Less than $40K,Blue,42,5,4,2,2423.0,268,2155.0,0.804,2516 7092,771433608,Existing Customer,54,M,4,Uneducated,Single,$80K - $120K,Blue,42,5,2,2,11742.0,0,11742.0,0.621,4053 7093,825811158,Existing Customer,51,F,2,High School,Single,Less than $40K,Blue,47,5,2,3,3069.0,2517,552.0,0.73,4512 7094,715252383,Existing Customer,58,F,2,High School,Divorced,Unknown,Gold,36,5,4,3,34516.0,1864,32652.0,0.664,3595 7095,809092458,Existing Customer,36,F,4,Uneducated,Married,$40K - $60K,Blue,31,5,2,3,2517.0,1336,1181.0,0.755,5211 7096,713706258,Existing Customer,52,F,1,Unknown,Single,Less than $40K,Blue,43,6,2,1,1438.3,773,665.3,1.138,4890 7097,714693708,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,36,3,3,1,2216.0,1992,224.0,0.789,4103 7098,721072908,Existing Customer,51,M,0,Doctorate,Single,$60K - $80K,Blue,36,6,2,3,3232.0,1346,1886.0,0.6970000000000001,5102 7099,716675358,Existing Customer,54,F,1,College,Single,Less than $40K,Blue,41,5,2,2,3478.0,941,2537.0,0.711,4607 7100,708128733,Existing Customer,50,F,3,Post-Graduate,Single,Unknown,Blue,36,5,4,3,1814.0,0,1814.0,0.852,5014 7101,711392508,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,25,4,2,1,1438.3,0,1438.3,0.741,4513 7102,771420708,Existing Customer,42,F,4,Unknown,Single,Less than $40K,Blue,30,3,2,1,1446.0,621,825.0,0.826,4860 7103,721207908,Existing Customer,47,F,5,High School,Single,Less than $40K,Blue,37,5,2,3,1493.0,0,1493.0,0.605,4655 7104,715798608,Existing Customer,45,F,4,Graduate,Married,$40K - $60K,Blue,34,4,4,2,4244.0,1066,3178.0,0.606,4016 7105,716758008,Existing Customer,40,M,5,High School,Single,$40K - $60K,Blue,20,5,2,1,2984.0,1879,1105.0,0.675,4813 7106,714847983,Existing Customer,48,M,3,Unknown,Single,$80K - $120K,Blue,36,3,4,2,2713.0,2201,512.0,0.716,4220 7107,716975583,Existing Customer,42,F,2,Unknown,Single,$40K - $60K,Blue,34,4,4,3,2471.0,1658,813.0,0.682,4406 7108,804434058,Existing Customer,47,M,1,College,Married,$60K - $80K,Silver,42,6,4,2,27437.0,0,27437.0,0.872,4660 7109,714293358,Existing Customer,54,F,4,College,Single,Less than $40K,Blue,46,3,2,1,4166.0,989,3177.0,0.9670000000000001,4584 7110,710989008,Existing Customer,38,M,1,Graduate,Unknown,$40K - $60K,Blue,27,5,6,0,13100.0,1436,11664.0,0.519,3201 7111,757194408,Attrited Customer,43,M,3,College,Married,$60K - $80K,Blue,36,2,3,3,1438.3,0,1438.3,0.539,1707 7112,711459483,Existing Customer,43,F,3,High School,Unknown,Less than $40K,Blue,36,6,2,3,2242.0,0,2242.0,0.6579999999999999,4845 7113,762020133,Attrited Customer,37,F,3,High School,Married,Unknown,Blue,30,3,3,3,9874.0,0,9874.0,0.491,2446 7114,719256483,Existing Customer,41,F,4,High School,Single,$40K - $60K,Blue,30,5,3,3,4432.0,1335,3097.0,0.7140000000000001,4144 7115,717211608,Existing Customer,45,F,3,Unknown,Single,Less than $40K,Blue,34,6,4,2,4975.0,1221,3754.0,0.602,4776 7116,717125958,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Blue,38,6,5,1,2652.0,1581,1071.0,0.738,4747 7117,779261433,Existing Customer,54,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,2,2043.0,1597,446.0,0.8140000000000001,3553 7118,780720258,Attrited Customer,45,M,4,High School,Divorced,Less than $40K,Blue,34,4,2,3,3489.0,2517,972.0,0.721,2684 7119,715593783,Existing Customer,52,M,1,Unknown,Married,$80K - $120K,Blue,36,4,2,2,14858.0,1594,13264.0,0.51,4286 7120,770858283,Existing Customer,40,F,4,High School,Married,$40K - $60K,Blue,27,5,2,2,2822.0,2182,640.0,0.768,5371 7121,718570158,Existing Customer,54,F,4,College,Single,Less than $40K,Blue,44,3,3,2,2901.0,2517,384.0,0.608,4731 7122,711039633,Existing Customer,52,F,4,Post-Graduate,Married,Less than $40K,Blue,36,5,3,3,1594.0,0,1594.0,0.47200000000000003,4653 7123,714074808,Existing Customer,58,F,0,High School,Married,Less than $40K,Blue,36,3,3,1,2241.0,1670,571.0,0.7040000000000001,4653 7124,710439483,Existing Customer,51,F,2,Graduate,Single,Less than $40K,Blue,39,3,4,2,2581.0,1722,859.0,0.765,4431 7125,717516333,Existing Customer,40,M,2,Graduate,Married,$120K +,Blue,33,6,4,1,14713.0,905,13808.0,0.8170000000000001,4125 7126,788835408,Attrited Customer,49,F,3,Unknown,Married,Less than $40K,Blue,33,6,3,3,2910.0,0,2910.0,0.789,2648 7127,716414958,Existing Customer,39,F,3,High School,Single,Unknown,Blue,36,3,3,3,2366.0,1927,439.0,0.631,3659 7128,712327608,Attrited Customer,54,F,0,Doctorate,Single,Less than $40K,Blue,36,4,3,2,2708.0,0,2708.0,0.6729999999999999,2321 7129,796326483,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,5,4,3,1681.0,0,1681.0,0.9940000000000001,5416 7130,714146208,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,32,6,1,1,2594.0,2159,435.0,0.792,3872 7131,779166783,Existing Customer,41,F,4,Unknown,Single,$40K - $60K,Blue,31,5,1,2,2128.0,1383,745.0,0.679,3968 7132,720818658,Existing Customer,50,F,1,Uneducated,Married,Less than $40K,Blue,38,3,3,3,1438.3,0,1438.3,0.679,4594 7133,712982808,Attrited Customer,47,M,2,Doctorate,Divorced,$80K - $120K,Blue,32,1,3,3,1438.3,0,1438.3,0.45399999999999996,2388 7134,718657083,Existing Customer,46,M,3,High School,Married,$60K - $80K,Blue,36,4,3,1,4696.0,0,4696.0,0.732,4828 7135,715222533,Attrited Customer,52,F,3,Graduate,Married,Less than $40K,Blue,36,5,3,3,2566.0,1079,1487.0,0.5539999999999999,2340 7136,718187508,Existing Customer,53,F,2,Unknown,Married,Unknown,Blue,36,3,4,3,2592.0,1364,1228.0,0.679,4208 7137,802455633,Existing Customer,56,F,1,Unknown,Single,Less than $40K,Blue,50,4,4,1,1698.0,0,1698.0,0.847,4371 7138,714493983,Existing Customer,57,F,2,Graduate,Married,$40K - $60K,Blue,47,5,2,2,4682.0,1010,3672.0,0.638,4322 7139,780664758,Existing Customer,56,F,2,Uneducated,Married,$40K - $60K,Blue,44,6,1,2,4439.0,1513,2926.0,0.752,4532 7140,718466883,Existing Customer,34,F,1,Uneducated,Single,Less than $40K,Blue,25,6,1,2,2689.0,1618,1071.0,0.5870000000000001,4237 7141,771338658,Existing Customer,46,M,2,High School,Married,$80K - $120K,Blue,30,6,3,1,11670.0,915,10755.0,0.892,4277 7142,709052883,Existing Customer,47,F,4,High School,Single,$40K - $60K,Blue,36,3,1,1,1596.0,0,1596.0,0.7879999999999999,5678 7143,708373083,Attrited Customer,40,F,4,Unknown,Married,$40K - $60K,Blue,30,1,3,4,3356.0,2517,839.0,0.583,2032 7144,716157408,Existing Customer,53,M,0,High School,Married,$60K - $80K,Blue,46,4,4,2,1590.0,0,1590.0,0.556,4229 7145,713305233,Existing Customer,55,M,2,Graduate,Single,$80K - $120K,Blue,46,5,5,2,4994.0,0,4994.0,0.7170000000000001,4802 7146,713000058,Existing Customer,51,F,3,Graduate,Married,$40K - $60K,Silver,44,4,2,3,16406.0,0,16406.0,0.627,4075 7147,714909858,Existing Customer,52,F,2,Unknown,Married,Less than $40K,Blue,36,6,3,1,2451.0,1733,718.0,0.7240000000000001,5283 7148,804371733,Existing Customer,40,M,2,Uneducated,Married,$80K - $120K,Blue,29,5,2,3,9109.0,1347,7762.0,0.695,3991 7149,772846383,Existing Customer,45,F,1,Unknown,Single,Less than $40K,Blue,36,3,4,1,2632.0,1480,1152.0,0.588,4787 7150,712552608,Attrited Customer,46,F,3,Graduate,Married,Less than $40K,Blue,34,3,3,1,1438.3,0,1438.3,0.7140000000000001,2658 7151,719887008,Existing Customer,38,F,3,Graduate,Married,Less than $40K,Blue,36,5,4,3,1757.0,1352,405.0,0.879,4121 7152,773342808,Existing Customer,46,F,1,Unknown,Single,Less than $40K,Blue,40,6,4,3,2711.0,1793,918.0,0.6809999999999999,5084 7153,708375858,Existing Customer,47,F,4,High School,Divorced,Less than $40K,Blue,36,5,4,2,2776.0,1341,1435.0,0.7440000000000001,4318 7154,789417708,Existing Customer,44,F,2,Uneducated,Married,$40K - $60K,Blue,35,3,2,1,1438.3,1091,347.3,0.7020000000000001,4988 7155,794675058,Attrited Customer,36,M,3,Graduate,Married,$80K - $120K,Blue,21,5,3,2,5015.0,1963,3052.0,0.8809999999999999,2491 7156,718034058,Existing Customer,40,M,4,Graduate,Single,$60K - $80K,Blue,36,3,2,2,8529.0,901,7628.0,0.764,4252 7157,778919583,Existing Customer,49,F,0,Graduate,Married,Less than $40K,Blue,30,3,2,0,1604.0,1112,492.0,0.618,4253 7158,713850783,Existing Customer,56,F,1,College,Married,Unknown,Blue,36,6,2,2,4263.0,0,4263.0,0.64,4876 7159,814785108,Existing Customer,45,F,1,Graduate,Married,Less than $40K,Blue,40,5,3,2,2493.0,1655,838.0,0.907,4473 7160,809616108,Attrited Customer,38,F,2,High School,Single,Less than $40K,Blue,33,3,3,3,1568.0,0,1568.0,0.611,2812 7161,809378133,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,38,6,1,2,1521.0,0,1521.0,0.7909999999999999,4880 7162,779658408,Existing Customer,48,M,2,Graduate,Single,$40K - $60K,Blue,31,6,3,3,3261.0,1730,1531.0,0.682,4242 7163,717954333,Existing Customer,39,F,2,Unknown,Single,Less than $40K,Blue,25,4,2,1,1781.0,935,846.0,0.868,5093 7164,737052258,Existing Customer,62,F,1,Unknown,Single,Less than $40K,Blue,55,6,1,1,5284.0,2517,2767.0,0.674,4525 7165,708108333,Attrited Customer,47,F,3,Graduate,Married,Unknown,Blue,36,3,3,1,5590.0,0,5590.0,0.01,1507 7166,715047333,Existing Customer,57,F,1,High School,Married,Unknown,Blue,36,5,2,3,1734.0,980,754.0,0.639,4313 7167,714390858,Existing Customer,48,F,5,Unknown,Single,Unknown,Blue,36,4,2,3,7645.0,931,6714.0,0.894,5016 7168,717107808,Existing Customer,48,F,1,Uneducated,Unknown,$40K - $60K,Blue,39,6,4,2,1438.3,1218,220.3,0.752,4600 7169,713564208,Existing Customer,34,F,1,Graduate,Unknown,Less than $40K,Blue,23,4,1,1,2207.0,1527,680.0,0.861,4159 7170,720357483,Existing Customer,46,F,1,College,Married,Less than $40K,Blue,23,5,2,1,1723.0,1010,713.0,0.7040000000000001,4112 7171,803339583,Existing Customer,49,F,2,Post-Graduate,Married,Less than $40K,Blue,44,4,4,2,1644.0,0,1644.0,1.033,4898 7172,708972783,Attrited Customer,48,F,4,College,Married,Less than $40K,Blue,37,3,2,3,1745.0,0,1745.0,0.657,2297 7173,710157108,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,33,6,2,3,3376.0,1661,1715.0,0.618,4629 7174,721483158,Existing Customer,47,M,3,Graduate,Married,$60K - $80K,Blue,29,4,3,3,7298.0,0,7298.0,0.589,4512 7175,767553333,Attrited Customer,45,M,3,Graduate,Single,$80K - $120K,Blue,39,1,3,3,8383.0,0,8383.0,0.809,2600 7176,710436108,Existing Customer,41,M,4,High School,Unknown,$40K - $60K,Blue,29,5,4,2,3600.0,746,2854.0,0.8240000000000001,4184 7177,779870883,Existing Customer,45,F,4,High School,Single,$40K - $60K,Blue,29,3,2,1,4595.0,1781,2814.0,0.708,3746 7178,817188408,Existing Customer,57,M,0,Uneducated,Divorced,$80K - $120K,Blue,39,4,4,3,2795.0,1832,963.0,0.8390000000000001,4679 7179,719723658,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,39,6,1,3,1768.0,0,1768.0,0.7879999999999999,4628 7180,806189658,Existing Customer,50,F,2,Uneducated,Single,Less than $40K,Blue,45,4,2,3,1780.0,893,887.0,0.609,4630 7181,789070233,Existing Customer,51,F,3,Graduate,Divorced,Less than $40K,Blue,39,5,4,3,2987.0,1764,1223.0,0.6859999999999999,4339 7182,712013808,Existing Customer,44,F,4,Uneducated,Single,Unknown,Blue,24,6,3,2,2717.0,1720,997.0,0.8690000000000001,4196 7183,708602283,Existing Customer,40,F,4,Uneducated,Married,Unknown,Blue,36,3,3,1,2887.0,0,2887.0,0.581,3941 7184,809452383,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,32,6,1,3,1438.3,0,1438.3,0.7070000000000001,4733 7185,714413283,Existing Customer,46,M,3,Unknown,Married,$80K - $120K,Blue,40,6,1,1,10879.0,860,10019.0,0.9740000000000001,4629 7186,712407783,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,28,5,3,3,1809.0,1181,628.0,0.6559999999999999,4452 7187,720062508,Attrited Customer,38,F,2,Unknown,Married,$40K - $60K,Blue,28,6,2,2,1628.0,0,1628.0,0.8759999999999999,2527 7188,717878883,Existing Customer,45,F,3,Unknown,Single,Less than $40K,Blue,36,3,4,0,1438.3,0,1438.3,0.6779999999999999,4463 7189,714013983,Attrited Customer,37,F,4,Post-Graduate,Married,Less than $40K,Blue,36,3,3,3,1586.0,0,1586.0,0.49700000000000005,2109 7190,753208833,Existing Customer,43,F,5,Uneducated,Married,$40K - $60K,Blue,36,5,3,2,2311.0,1320,991.0,0.6579999999999999,3967 7191,721241583,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,43,5,3,2,2109.0,1205,904.0,0.514,2935 7192,713695158,Existing Customer,51,F,4,Uneducated,Divorced,Less than $40K,Blue,40,5,4,3,1562.0,1057,505.0,0.807,5019 7193,711540108,Attrited Customer,44,F,4,Doctorate,Unknown,Unknown,Blue,33,5,3,6,1438.3,0,1438.3,0.6759999999999999,2316 7194,823878408,Existing Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,35,6,2,1,2981.0,757,2224.0,0.764,4824 7195,779533983,Existing Customer,47,M,2,College,Divorced,$80K - $120K,Blue,31,3,1,3,5295.0,723,4572.0,0.7929999999999999,4412 7196,713583408,Attrited Customer,51,F,4,Graduate,Single,$40K - $60K,Blue,37,2,3,2,4708.0,920,3788.0,0.544,2179 7197,714037308,Existing Customer,54,M,2,High School,Married,$60K - $80K,Blue,50,3,1,3,2210.0,1002,1208.0,0.938,4798 7198,715581633,Existing Customer,53,F,3,Unknown,Married,$40K - $60K,Blue,45,4,3,1,1972.0,0,1972.0,0.7609999999999999,5085 7199,795684783,Existing Customer,48,M,4,High School,Single,$60K - $80K,Blue,42,5,4,2,2384.0,1596,788.0,0.831,3149 7200,718645308,Existing Customer,35,M,4,College,Married,Less than $40K,Blue,36,3,3,3,2311.0,1222,1089.0,0.674,4730 7201,717870108,Existing Customer,46,F,4,Unknown,Unknown,$40K - $60K,Blue,37,6,4,2,1912.0,1172,740.0,0.8270000000000001,4841 7202,815515158,Existing Customer,49,F,2,Unknown,Single,$40K - $60K,Blue,44,6,1,3,2147.0,1402,745.0,0.612,4240 7203,713957283,Attrited Customer,42,F,4,Uneducated,Married,Less than $40K,Blue,23,3,2,3,3214.0,0,3214.0,0.435,2119 7204,715058433,Existing Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,36,5,3,3,3006.0,879,2127.0,0.759,5125 7205,794771208,Existing Customer,52,M,3,Unknown,Single,$80K - $120K,Blue,46,5,1,2,2735.0,1942,793.0,0.5820000000000001,3724 7206,720180633,Existing Customer,50,M,2,College,Married,$120K +,Blue,36,3,2,3,3390.0,2385,1005.0,0.6559999999999999,4128 7207,815539233,Attrited Customer,54,M,4,High School,Single,$80K - $120K,Silver,49,1,3,4,34516.0,214,34302.0,0.0,1201 7208,778933983,Existing Customer,55,F,0,Uneducated,Unknown,Unknown,Blue,39,4,3,3,11249.0,2012,9237.0,0.659,3882 7209,717960033,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,44,6,3,1,2484.0,1495,989.0,0.922,4084 7210,825368658,Existing Customer,40,F,4,High School,Single,Less than $40K,Blue,36,5,5,3,2932.0,1664,1268.0,0.612,4795 7211,721154208,Existing Customer,60,F,1,Unknown,Married,Less than $40K,Blue,36,3,4,3,2882.0,2081,801.0,0.644,4933 7212,718572408,Existing Customer,45,F,5,Post-Graduate,Unknown,Less than $40K,Blue,36,5,2,3,2658.0,694,1964.0,0.722,4774 7213,749571633,Existing Customer,44,F,2,College,Unknown,Unknown,Blue,37,4,3,3,5589.0,1336,4253.0,0.9440000000000001,4262 7214,713914683,Existing Customer,44,F,1,Graduate,Single,$40K - $60K,Blue,36,3,4,2,1484.0,885,599.0,0.951,4819 7215,713301633,Existing Customer,57,F,3,Doctorate,Single,Unknown,Blue,36,5,1,1,1678.0,1162,516.0,0.722,4402 7216,711399408,Attrited Customer,34,F,2,Graduate,Divorced,Unknown,Blue,25,2,3,4,12373.0,0,12373.0,0.71,2462 7217,711494208,Existing Customer,52,M,2,Unknown,Married,Less than $40K,Blue,36,3,3,3,2846.0,1606,1240.0,0.6970000000000001,5092 7218,711716133,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,34,6,3,1,1585.0,1381,204.0,0.706,2360 7219,713906508,Existing Customer,42,F,3,Unknown,Single,Less than $40K,Blue,36,6,3,3,2837.0,834,2003.0,0.42700000000000005,3892 7220,708768258,Existing Customer,51,F,4,Doctorate,Married,Less than $40K,Blue,43,6,1,2,2066.0,1077,989.0,0.715,4678 7221,719538183,Existing Customer,47,M,1,High School,Married,$60K - $80K,Blue,36,4,4,3,20789.0,0,20789.0,0.82,4105 7222,718957083,Existing Customer,48,F,1,Graduate,Single,Less than $40K,Blue,35,5,2,2,1449.0,0,1449.0,0.785,4797 7223,720872433,Attrited Customer,39,F,1,Uneducated,Single,$40K - $60K,Blue,28,5,3,6,3911.0,0,3911.0,0.897,2867 7224,779403558,Existing Customer,56,F,0,Unknown,Married,Less than $40K,Blue,45,5,1,1,1737.0,0,1737.0,0.653,4611 7225,788994783,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,35,3,4,3,1815.0,557,1258.0,0.672,4519 7226,715530258,Attrited Customer,46,F,2,Post-Graduate,Single,Unknown,Blue,37,1,3,3,4848.0,2517,2331.0,0.6509999999999999,2353 7227,803380383,Existing Customer,46,F,5,Graduate,Divorced,Less than $40K,Blue,40,3,3,3,1592.0,925,667.0,0.804,4615 7228,716766033,Existing Customer,40,F,4,Unknown,Single,Less than $40K,Blue,31,5,2,3,1768.0,1242,526.0,0.7759999999999999,4439 7229,757300008,Existing Customer,44,F,2,Graduate,Single,Unknown,Blue,37,4,3,3,8128.0,2344,5784.0,0.7879999999999999,4251 7230,810986883,Existing Customer,45,F,0,High School,Single,Unknown,Blue,40,5,4,0,2557.0,1898,659.0,0.772,4808 7231,819200133,Existing Customer,44,M,3,Graduate,Unknown,$60K - $80K,Blue,39,5,4,3,2991.0,642,2349.0,0.76,4646 7232,710410158,Attrited Customer,49,M,2,Graduate,Unknown,$80K - $120K,Blue,38,3,4,3,34516.0,0,34516.0,0.48200000000000004,1592 7233,714488433,Existing Customer,45,M,2,Unknown,Married,$80K - $120K,Blue,36,5,2,3,19099.0,2517,16582.0,0.628,4837 7234,714267858,Existing Customer,44,F,2,High School,Single,Unknown,Blue,37,6,2,1,4559.0,1680,2879.0,0.628,4934 7235,827062158,Existing Customer,58,M,2,High School,Single,$80K - $120K,Blue,54,6,3,2,22981.0,1696,21285.0,0.466,4192 7236,710669733,Existing Customer,38,F,1,Graduate,Single,$40K - $60K,Blue,36,4,2,2,2358.0,1965,393.0,0.614,4922 7237,716498883,Existing Customer,48,M,4,Graduate,Single,$80K - $120K,Blue,36,6,4,1,22067.0,685,21382.0,0.605,3577 7238,780529908,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,30,3,3,2,2023.0,1331,692.0,0.624,5098 7239,714028083,Existing Customer,36,F,1,Unknown,Single,Unknown,Blue,31,6,1,2,2222.0,0,2222.0,0.769,4095 7240,714572208,Existing Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,36,6,3,2,1438.3,788,650.3,0.741,4297 7241,708976908,Attrited Customer,40,M,3,Post-Graduate,Single,$80K - $120K,Blue,36,4,4,3,8958.0,0,8958.0,0.483,2131 7242,721409358,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,21,3,2,1,1937.0,733,1204.0,0.826,4547 7243,809311758,Existing Customer,40,M,3,Unknown,Single,$60K - $80K,Silver,35,6,3,2,25219.0,1503,23716.0,0.9440000000000001,4429 7244,712602708,Attrited Customer,36,M,3,Unknown,Unknown,$80K - $120K,Blue,36,4,1,2,1815.0,0,1815.0,0.478,2039 7245,789087858,Existing Customer,60,F,0,Graduate,Married,$40K - $60K,Blue,48,4,2,1,3361.0,2473,888.0,0.895,4589 7246,711264033,Existing Customer,47,M,3,Doctorate,Divorced,$40K - $60K,Blue,36,4,2,3,4786.0,1516,3270.0,0.94,4973 7247,770180808,Existing Customer,37,F,4,Graduate,Single,Unknown,Blue,31,3,3,2,1438.3,0,1438.3,0.919,5001 7248,789271533,Existing Customer,51,F,1,Doctorate,Single,Less than $40K,Blue,40,5,3,2,1438.3,908,530.3,0.615,4653 7249,720152058,Existing Customer,42,F,1,Doctorate,Single,Less than $40K,Blue,35,5,1,3,2725.0,2444,281.0,0.9590000000000001,4965 7250,826490133,Existing Customer,42,F,4,Uneducated,Divorced,Unknown,Blue,38,6,3,2,10039.0,1600,8439.0,0.7,4685 7251,717966933,Existing Customer,45,F,5,Uneducated,Married,Unknown,Blue,37,3,1,1,2467.0,1446,1021.0,0.73,5024 7252,808669083,Existing Customer,52,F,1,Graduate,Married,Less than $40K,Blue,47,3,1,3,1438.3,0,1438.3,0.775,5015 7253,771422883,Attrited Customer,57,F,3,Graduate,Married,Less than $40K,Blue,45,1,4,2,1759.0,186,1573.0,0.7559999999999999,2705 7254,717570258,Existing Customer,46,M,5,Graduate,Married,Less than $40K,Blue,35,6,2,2,2206.0,1722,484.0,0.973,4455 7255,708703308,Attrited Customer,35,F,1,Unknown,Married,$40K - $60K,Blue,26,6,4,4,2045.0,1707,338.0,0.5770000000000001,2183 7256,789508758,Existing Customer,54,F,2,Unknown,Single,Less than $40K,Blue,46,3,2,3,4170.0,641,3529.0,0.815,3669 7257,780653208,Existing Customer,47,F,3,College,Married,Less than $40K,Blue,36,5,4,2,3300.0,2517,783.0,0.94,3784 7258,709077933,Existing Customer,26,F,0,High School,Married,Less than $40K,Blue,18,5,3,2,5422.0,682,4740.0,0.892,4460 7259,715200783,Existing Customer,56,F,2,Graduate,Married,Unknown,Blue,36,6,2,3,2015.0,807,1208.0,0.831,5209 7260,710526633,Existing Customer,47,M,2,Unknown,Single,$60K - $80K,Blue,34,3,3,2,2048.0,1599,449.0,0.613,4855 7261,714186108,Existing Customer,37,F,2,Unknown,Single,Less than $40K,Blue,19,6,5,2,2152.0,1682,470.0,1.051,4126 7262,820047858,Attrited Customer,44,F,4,Graduate,Unknown,Less than $40K,Blue,39,1,4,2,3017.0,1868,1149.0,0.722,2096 7263,708894183,Existing Customer,53,M,3,College,Single,$120K +,Silver,44,4,4,2,34516.0,1073,33443.0,0.5579999999999999,4485 7264,708186933,Attrited Customer,33,M,1,Graduate,Single,$60K - $80K,Blue,36,4,3,2,1819.0,725,1094.0,0.737,2254 7265,778937583,Existing Customer,46,F,3,Uneducated,Married,Less than $40K,Blue,29,5,1,1,2228.0,1449,779.0,0.61,4382 7266,708498033,Attrited Customer,44,F,3,Unknown,Married,Less than $40K,Blue,36,3,4,6,2279.0,1837,442.0,0.853,2789 7267,815315058,Attrited Customer,48,F,4,High School,Married,$40K - $60K,Blue,43,4,2,2,1438.3,0,1438.3,0.722,2520 7268,751607058,Existing Customer,45,M,2,Doctorate,Married,$120K +,Blue,38,4,3,3,1686.0,0,1686.0,0.812,4413 7269,718194858,Existing Customer,48,F,5,Graduate,Single,Unknown,Blue,35,5,2,3,1942.0,1488,454.0,0.816,4940 7270,827123883,Existing Customer,53,M,4,High School,Single,$60K - $80K,Blue,49,5,1,2,3858.0,0,3858.0,0.67,4472 7271,711473058,Existing Customer,44,M,4,Graduate,Divorced,$60K - $80K,Blue,32,6,3,2,11651.0,1368,10283.0,0.563,3870 7272,715197633,Existing Customer,43,M,3,Uneducated,Unknown,$40K - $60K,Blue,38,5,4,2,9449.0,1914,7535.0,0.87,4658 7273,713512308,Attrited Customer,50,F,0,Graduate,Single,Less than $40K,Blue,41,2,3,1,3423.0,0,3423.0,0.505,2229 7274,790023408,Existing Customer,47,F,3,Unknown,Single,Less than $40K,Blue,39,6,2,1,2915.0,2422,493.0,0.5760000000000001,4037 7275,720403008,Existing Customer,50,F,3,Uneducated,Married,Unknown,Blue,38,4,4,1,11486.0,0,11486.0,0.38299999999999995,4918 7276,709581483,Attrited Customer,40,F,4,Doctorate,Married,Less than $40K,Blue,21,1,2,1,2984.0,2517,467.0,0.574,2373 7277,711201108,Attrited Customer,37,F,3,High School,Single,Less than $40K,Blue,29,3,3,3,1653.0,0,1653.0,0.517,2284 7278,708784083,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,36,5,2,1,2723.0,1588,1135.0,0.852,4307 7279,712838358,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,31,5,2,3,1438.3,0,1438.3,0.5529999999999999,4702 7280,714887808,Attrited Customer,43,F,1,Uneducated,Single,Less than $40K,Blue,36,1,3,2,1818.0,0,1818.0,0.758,2279 7281,716581983,Existing Customer,56,F,0,College,Married,$40K - $60K,Blue,36,5,2,3,4384.0,929,3455.0,0.6779999999999999,4792 7282,716930133,Existing Customer,43,F,3,High School,Unknown,Less than $40K,Blue,36,3,3,2,1824.0,0,1824.0,0.797,4594 7283,808981608,Existing Customer,50,F,2,Uneducated,Married,Less than $40K,Blue,45,4,1,0,5452.0,540,4912.0,0.539,4220 7284,709714008,Attrited Customer,50,F,1,Unknown,Single,Unknown,Blue,39,6,3,3,9248.0,0,9248.0,0.613,2325 7285,811942983,Existing Customer,55,M,2,High School,Married,$120K +,Blue,50,3,2,3,17627.0,1756,15871.0,0.757,4836 7286,715565058,Existing Customer,27,F,1,Uneducated,Unknown,Less than $40K,Blue,16,3,1,2,1438.3,0,1438.3,0.469,4479 7287,714519408,Attrited Customer,44,F,3,College,Married,Less than $40K,Blue,36,2,3,3,5357.0,2139,3218.0,0.499,1979 7288,719153433,Existing Customer,49,F,4,Uneducated,Married,Unknown,Blue,38,4,2,1,2542.0,850,1692.0,0.723,4972 7289,809127858,Existing Customer,51,F,1,Post-Graduate,Single,$40K - $60K,Blue,46,4,1,3,2275.0,1219,1056.0,0.639,4807 7290,712740108,Attrited Customer,43,F,4,Uneducated,Divorced,Less than $40K,Blue,33,6,3,1,1706.0,0,1706.0,0.601,2371 7291,720251358,Attrited Customer,54,F,2,High School,Divorced,Less than $40K,Blue,36,6,3,1,3591.0,2517,1074.0,0.665,2313 7292,713935533,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Silver,29,5,1,3,19360.0,870,18490.0,0.532,3966 7293,710243208,Existing Customer,56,F,4,Unknown,Married,Less than $40K,Blue,44,3,3,2,1707.0,0,1707.0,0.6829999999999999,4846 7294,708870408,Existing Customer,53,M,4,Unknown,Single,Less than $40K,Blue,43,6,3,1,3844.0,2079,1765.0,0.755,4271 7295,795844983,Existing Customer,45,F,3,High School,Married,$40K - $60K,Blue,39,6,4,1,2851.0,0,2851.0,0.48200000000000004,3916 7296,828294933,Attrited Customer,49,F,3,High School,Married,Less than $40K,Blue,45,3,2,3,2951.0,2437,514.0,0.765,2519 7297,713531808,Existing Customer,38,F,1,Doctorate,Married,Less than $40K,Blue,28,6,1,1,1438.3,0,1438.3,0.813,4475 7298,712307283,Attrited Customer,54,M,1,College,Single,$120K +,Blue,37,6,2,3,9090.0,2517,6573.0,0.6609999999999999,2239 7299,715778358,Existing Customer,45,M,5,Graduate,Married,$120K +,Blue,26,6,3,2,34516.0,797,33719.0,1.133,3643 7300,778910883,Attrited Customer,53,M,2,Unknown,Married,$80K - $120K,Blue,34,4,3,2,1837.0,875,962.0,0.58,2169 7301,710637183,Existing Customer,48,F,4,Graduate,Single,Unknown,Blue,40,3,3,3,2300.0,1906,394.0,0.8029999999999999,4538 7302,712781883,Existing Customer,36,F,1,Uneducated,Married,Less than $40K,Blue,36,6,1,3,2611.0,537,2074.0,0.848,5121 7303,709664658,Existing Customer,40,M,4,Unknown,Unknown,$80K - $120K,Blue,27,4,3,2,22863.0,927,21936.0,0.569,4071 7304,717574683,Existing Customer,53,F,3,Unknown,Married,$40K - $60K,Blue,46,6,3,1,2192.0,1146,1046.0,0.622,4756 7305,771497283,Existing Customer,40,F,2,High School,Divorced,Less than $40K,Blue,28,4,6,3,2917.0,1310,1607.0,0.757,4736 7306,714991608,Existing Customer,41,F,3,High School,Single,$40K - $60K,Blue,31,3,3,2,1438.3,913,525.3,0.981,4300 7307,779848383,Attrited Customer,37,F,3,Graduate,Single,Less than $40K,Blue,21,4,2,2,1784.0,577,1207.0,0.542,2348 7308,715495308,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,36,5,4,1,8919.0,2231,6688.0,0.562,3923 7309,712431183,Existing Customer,52,F,2,Uneducated,Single,Less than $40K,Blue,37,4,3,1,2164.0,0,2164.0,0.688,5282 7310,714895608,Existing Customer,48,F,2,Unknown,Single,Unknown,Blue,38,4,4,3,2792.0,1375,1417.0,0.8540000000000001,4364 7311,718324983,Existing Customer,60,F,0,College,Married,Less than $40K,Blue,49,5,3,3,1634.0,1155,479.0,0.8740000000000001,4522 7312,713541033,Existing Customer,39,F,1,College,Single,Less than $40K,Blue,32,4,2,3,2144.0,1557,587.0,0.775,4571 7313,771989733,Existing Customer,37,M,2,Unknown,Single,$40K - $60K,Blue,26,4,1,2,3664.0,1449,2215.0,0.7120000000000001,4413 7314,789698733,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,27,5,3,1,4788.0,1088,3700.0,0.8079999999999999,4438 7315,787514433,Existing Customer,34,F,3,College,Married,Less than $40K,Blue,23,3,3,3,2164.0,1176,988.0,0.835,5075 7316,811081083,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,43,5,4,2,1532.0,1183,349.0,0.617,4359 7317,717371583,Attrited Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,36,1,3,5,1883.0,400,1483.0,0.528,1954 7318,715579233,Existing Customer,44,F,3,Doctorate,Single,$40K - $60K,Blue,40,4,1,3,3659.0,1356,2303.0,0.715,4861 7319,781930233,Existing Customer,47,F,2,High School,Married,Less than $40K,Blue,37,6,1,1,2946.0,2338,608.0,0.58,4717 7320,716825808,Existing Customer,45,F,3,Uneducated,Divorced,Less than $40K,Blue,36,5,1,0,2697.0,2216,481.0,0.6809999999999999,4063 7321,757053408,Existing Customer,47,F,1,Graduate,Single,Unknown,Blue,40,3,1,3,3811.0,1970,1841.0,0.828,3578 7322,788418933,Existing Customer,35,F,2,Graduate,Married,$40K - $60K,Blue,27,5,2,3,1613.0,1085,528.0,0.659,5000 7323,788898933,Existing Customer,42,F,4,College,Married,Less than $40K,Blue,27,6,2,1,2043.0,0,2043.0,1.0190000000000001,5198 7324,712163433,Attrited Customer,47,M,3,Uneducated,Married,$40K - $60K,Blue,29,1,2,4,1684.0,644,1040.0,0.723,2164 7325,717343833,Existing Customer,47,F,5,Uneducated,Unknown,Unknown,Blue,34,4,1,3,3127.0,2094,1033.0,0.7090000000000001,4518 7326,820868508,Existing Customer,47,M,2,College,Married,$40K - $60K,Blue,43,3,4,1,7106.0,736,6370.0,0.687,5192 7327,789240258,Existing Customer,50,F,2,Uneducated,Single,$40K - $60K,Blue,35,4,3,1,2784.0,2458,326.0,0.7979999999999999,4904 7328,716951658,Existing Customer,51,F,3,High School,Single,$40K - $60K,Blue,38,5,3,1,5536.0,0,5536.0,0.695,4281 7329,718932633,Existing Customer,45,F,3,College,Married,Less than $40K,Blue,35,3,2,2,1717.0,1156,561.0,0.647,4301 7330,711487533,Attrited Customer,47,F,3,Unknown,Married,Less than $40K,Blue,38,3,3,2,1438.3,0,1438.3,0.198,1687 7331,715306983,Attrited Customer,42,M,5,High School,Married,$60K - $80K,Blue,36,1,2,3,1866.0,0,1866.0,0.7979999999999999,2833 7332,712771233,Existing Customer,52,M,3,Unknown,Single,$80K - $120K,Blue,36,3,4,1,2516.0,1268,1248.0,0.7509999999999999,4461 7333,789637308,Attrited Customer,45,F,2,College,Divorced,$40K - $60K,Blue,39,4,3,4,3076.0,0,3076.0,0.7340000000000001,2580 7334,717247383,Existing Customer,48,M,4,Graduate,Single,$40K - $60K,Blue,36,5,2,3,7514.0,0,7514.0,0.514,4789 7335,714842208,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,36,6,4,2,2804.0,1782,1022.0,0.698,4357 7336,794172033,Attrited Customer,58,F,1,Post-Graduate,Divorced,Less than $40K,Blue,52,4,1,3,1817.0,0,1817.0,0.503,2347 7337,713592408,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,28,3,3,2,2590.0,0,2590.0,0.63,3391 7338,709314408,Existing Customer,39,F,2,College,Single,$40K - $60K,Blue,29,5,3,1,4938.0,1593,3345.0,0.7,4516 7339,715957233,Existing Customer,53,M,3,College,Single,$60K - $80K,Blue,36,5,1,1,19940.0,2018,17922.0,0.42,4694 7340,719414658,Existing Customer,52,F,0,Graduate,Single,Unknown,Blue,36,3,4,1,12366.0,0,12366.0,0.738,4880 7341,719632683,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,30,6,3,3,2583.0,2235,348.0,0.508,4500 7342,708136908,Existing Customer,62,F,0,Graduate,Single,Less than $40K,Blue,53,5,2,2,2616.0,801,1815.0,0.7190000000000001,4655 7343,721393083,Existing Customer,52,F,3,Unknown,Single,$40K - $60K,Blue,45,5,3,1,6053.0,577,5476.0,0.85,5035 7344,714520233,Attrited Customer,59,F,0,Graduate,Married,Less than $40K,Blue,36,2,3,2,1708.0,0,1708.0,0.44299999999999995,1992 7345,709455108,Existing Customer,49,F,4,Unknown,Married,Less than $40K,Blue,33,3,2,1,2393.0,1667,726.0,0.9740000000000001,3768 7346,767058183,Existing Customer,53,F,1,Graduate,Divorced,Less than $40K,Blue,46,5,4,3,3424.0,1333,2091.0,0.667,4485 7347,770800683,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Blue,35,3,3,3,2640.0,2133,507.0,1.008,4956 7348,779651058,Existing Customer,59,F,0,Unknown,Single,$40K - $60K,Blue,42,6,2,2,1931.0,1409,522.0,0.887,4797 7349,710443833,Existing Customer,50,M,2,Unknown,Single,$120K +,Blue,38,4,4,2,2123.0,995,1128.0,0.626,4516 7350,717725433,Attrited Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,44,3,4,2,1606.0,0,1606.0,0.763,2258 7351,720600858,Existing Customer,41,M,4,Graduate,Married,$60K - $80K,Blue,26,5,2,2,5633.0,1395,4238.0,0.542,3695 7352,717797658,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,45,6,2,2,1438.3,740,698.3,0.698,4970 7353,779458383,Existing Customer,50,F,3,High School,Married,Less than $40K,Blue,32,6,2,3,2590.0,2087,503.0,0.7,4248 7354,788767983,Existing Customer,43,M,5,Unknown,Single,$60K - $80K,Blue,24,3,1,3,4556.0,0,4556.0,0.961,4273 7355,711994458,Existing Customer,47,F,4,High School,Married,Unknown,Blue,39,6,4,0,1537.0,0,1537.0,0.7120000000000001,4234 7356,713948808,Existing Customer,55,M,3,High School,Single,$60K - $80K,Blue,47,3,2,2,1602.0,962,640.0,0.8340000000000001,4873 7357,710456658,Existing Customer,50,F,4,Graduate,Married,Less than $40K,Blue,31,4,2,1,2080.0,1799,281.0,0.6509999999999999,5130 7358,771531708,Existing Customer,46,F,2,Unknown,Single,Unknown,Blue,34,6,3,1,7565.0,887,6678.0,0.81,4683 7359,713546883,Existing Customer,47,M,2,Graduate,Divorced,$60K - $80K,Blue,29,5,2,3,4786.0,1553,3233.0,0.61,5039 7360,711447783,Existing Customer,53,F,2,Graduate,Single,Less than $40K,Blue,38,4,2,3,2375.0,1353,1022.0,0.804,5000 7361,713746608,Existing Customer,48,F,2,High School,Married,Unknown,Blue,37,3,2,2,8446.0,908,7538.0,0.604,4240 7362,718020408,Existing Customer,60,F,1,Graduate,Married,Less than $40K,Blue,36,3,4,3,1977.0,545,1432.0,0.9009999999999999,4393 7363,719475633,Existing Customer,42,M,3,Post-Graduate,Married,$80K - $120K,Blue,30,6,2,3,13908.0,0,13908.0,0.7190000000000001,4319 7364,719654283,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Silver,42,3,3,2,19220.0,0,19220.0,0.997,4642 7365,720114633,Existing Customer,44,F,5,High School,Single,Less than $40K,Blue,30,3,3,1,2709.0,1726,983.0,0.698,5056 7366,816315558,Existing Customer,38,M,1,High School,Single,$60K - $80K,Blue,33,5,4,1,1503.0,879,624.0,0.7759999999999999,4439 7367,712567083,Existing Customer,51,M,1,High School,Married,$80K - $120K,Blue,36,5,2,2,9186.0,0,9186.0,0.6579999999999999,4986 7368,711302883,Existing Customer,50,F,0,Graduate,Single,Less than $40K,Blue,46,3,2,2,2165.0,1392,773.0,0.7340000000000001,4194 7369,719775408,Existing Customer,41,F,4,High School,Single,Unknown,Blue,36,4,2,3,1438.3,0,1438.3,0.585,5020 7370,712070208,Existing Customer,61,F,1,College,Single,Unknown,Blue,50,4,4,1,6673.0,2458,4215.0,0.625,4141 7371,718641483,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,42,3,1,1,2404.0,1109,1295.0,0.639,4519 7372,710690733,Attrited Customer,47,F,3,Graduate,Married,Less than $40K,Blue,35,4,3,2,1666.0,0,1666.0,0.92,2816 7373,718441308,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,31,3,1,3,8228.0,1935,6293.0,0.627,4933 7374,772243833,Existing Customer,54,F,0,Doctorate,Single,Less than $40K,Blue,43,4,1,3,3186.0,968,2218.0,0.696,4077 7375,711992133,Existing Customer,53,F,1,Uneducated,Married,Less than $40K,Blue,41,4,2,2,2596.0,868,1728.0,0.743,4801 7376,779084208,Attrited Customer,43,F,3,High School,Divorced,Less than $40K,Blue,24,4,2,2,1662.0,613,1049.0,0.868,2326 7377,715304958,Attrited Customer,42,F,3,Graduate,Single,Less than $40K,Blue,27,6,2,2,2053.0,0,2053.0,0.866,3053 7378,713179083,Existing Customer,32,F,2,Uneducated,Single,Unknown,Blue,25,3,2,1,3193.0,1533,1660.0,0.9359999999999999,4419 7379,709836258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Blue,41,5,1,2,1927.0,1337,590.0,0.667,5127 7380,715950483,Attrited Customer,39,F,1,Uneducated,Married,$40K - $60K,Blue,27,3,3,3,2821.0,725,2096.0,0.7040000000000001,2397 7381,798281808,Existing Customer,48,M,4,High School,Married,$60K - $80K,Blue,42,5,4,3,3879.0,1214,2665.0,0.924,5158 7382,720414558,Existing Customer,56,F,2,Unknown,Married,Less than $40K,Blue,36,6,2,1,1971.0,922,1049.0,0.762,4827 7383,713509908,Existing Customer,48,F,2,Graduate,Married,Unknown,Blue,35,3,1,1,1755.0,1058,697.0,0.6970000000000001,4719 7384,711919608,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,4,3,2,2031.0,1720,311.0,0.713,2702 7385,709993158,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,31,5,2,0,2330.0,1584,746.0,0.78,3917 7386,767815233,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,40,6,4,2,1438.3,0,1438.3,0.7140000000000001,4283 7387,717624708,Attrited Customer,59,M,2,High School,Divorced,Less than $40K,Blue,51,6,5,3,1438.3,0,1438.3,0.7340000000000001,2589 7388,720015183,Existing Customer,60,M,1,Graduate,Married,$120K +,Blue,46,6,3,1,5130.0,2048,3082.0,0.7759999999999999,4601 7389,778236858,Existing Customer,54,F,2,Graduate,Married,Unknown,Blue,42,4,1,1,11794.0,1018,10776.0,0.898,5547 7390,789095958,Attrited Customer,50,M,1,Unknown,Single,$60K - $80K,Blue,38,4,3,3,7603.0,744,6859.0,0.711,2497 7391,713736333,Attrited Customer,41,F,3,Uneducated,Married,$40K - $60K,Blue,36,1,3,4,3606.0,0,3606.0,0.37,1829 7392,717836733,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,6,2,1,5153.0,1378,3775.0,0.7440000000000001,4274 7393,712619808,Existing Customer,47,F,3,College,Single,Less than $40K,Blue,36,3,2,1,2500.0,1169,1331.0,0.638,4265 7394,712221408,Existing Customer,42,M,4,Graduate,Single,$40K - $60K,Blue,33,5,3,2,2654.0,1489,1165.0,0.6679999999999999,4767 7395,714213708,Attrited Customer,35,F,3,College,Single,Less than $40K,Blue,25,4,3,2,3611.0,2517,1094.0,0.537,2178 7396,720289533,Existing Customer,47,F,4,Unknown,Married,Unknown,Blue,42,5,2,3,1882.0,1143,739.0,0.638,4536 7397,709469658,Existing Customer,47,M,3,Unknown,Single,$80K - $120K,Blue,36,3,1,2,7421.0,0,7421.0,0.708,4353 7398,772323033,Existing Customer,44,F,4,Graduate,Single,Less than $40K,Blue,33,3,2,2,4606.0,1556,3050.0,0.6759999999999999,4363 7399,742572558,Existing Customer,32,F,0,High School,Divorced,Unknown,Blue,25,5,3,1,12268.0,1165,11103.0,0.8320000000000001,4905 7400,718848183,Existing Customer,50,M,2,Post-Graduate,Married,$80K - $120K,Blue,42,6,1,1,9873.0,1276,8597.0,0.7909999999999999,4613 7401,719034183,Existing Customer,46,F,3,Graduate,Single,Less than $40K,Blue,38,5,1,3,1555.0,1366,189.0,0.7040000000000001,5490 7402,720142308,Attrited Customer,52,F,2,Graduate,Married,Less than $40K,Blue,36,5,3,4,2160.0,0,2160.0,0.645,2360 7403,771872733,Existing Customer,38,M,0,Unknown,Married,$60K - $80K,Blue,26,5,2,1,3809.0,1521,2288.0,0.6920000000000001,4666 7404,718816158,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,33,3,3,3,5362.0,1984,3378.0,0.664,3851 7405,720003558,Existing Customer,43,F,1,Graduate,Unknown,Less than $40K,Blue,32,4,4,3,1834.0,1416,418.0,0.868,5653 7406,818993508,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,47,4,4,2,2577.0,879,1698.0,0.74,5021 7407,715672458,Existing Customer,47,M,5,Graduate,Single,$60K - $80K,Blue,36,6,3,2,2721.0,1264,1457.0,0.7959999999999999,4557 7408,789820308,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,40,3,2,2,2925.0,2065,860.0,0.6920000000000001,3913 7409,819688458,Attrited Customer,44,F,5,Graduate,Unknown,Less than $40K,Blue,39,6,3,2,1545.0,0,1545.0,0.7490000000000001,2646 7410,710785383,Attrited Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,3,3,1,2212.0,0,2212.0,0.9420000000000001,2394 7411,712837233,Existing Customer,46,M,2,High School,Single,$120K +,Blue,36,3,1,3,13001.0,1482,11519.0,0.552,3671 7412,713597658,Attrited Customer,36,F,3,Uneducated,Single,Less than $40K,Blue,22,3,3,1,2784.0,2378,406.0,0.525,2021 7413,713953383,Attrited Customer,50,M,1,Post-Graduate,Single,$60K - $80K,Blue,36,4,3,2,2317.0,0,2317.0,0.7340000000000001,2214 7414,716891583,Existing Customer,41,F,3,High School,Unknown,Less than $40K,Blue,36,5,2,0,1867.0,970,897.0,0.828,4537 7415,716510658,Attrited Customer,50,F,0,Doctorate,Single,Less than $40K,Blue,38,4,3,3,2595.0,2353,242.0,0.924,2526 7416,708125733,Existing Customer,46,F,2,College,Divorced,Less than $40K,Blue,36,4,3,1,1438.3,0,1438.3,0.9059999999999999,4311 7417,716484333,Existing Customer,46,F,2,Graduate,Married,Less than $40K,Blue,40,6,1,2,1696.0,1177,519.0,0.6859999999999999,4410 7418,708519108,Attrited Customer,46,F,1,Graduate,Married,Unknown,Blue,24,3,3,2,2694.0,1576,1118.0,0.494,2041 7419,719740008,Attrited Customer,51,F,4,High School,Married,Less than $40K,Blue,41,3,3,4,2791.0,940,1851.0,0.813,2584 7420,717087858,Existing Customer,51,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,2146.0,967,1179.0,0.569,4253 7421,711605208,Attrited Customer,61,M,0,Uneducated,Married,$80K - $120K,Blue,43,3,3,5,1438.3,0,1438.3,0.7,1958 7422,714882258,Existing Customer,38,F,2,College,Married,Unknown,Blue,36,6,1,2,1438.3,730,708.3,0.9209999999999999,4583 7423,792300858,Existing Customer,44,F,3,Graduate,Divorced,$40K - $60K,Blue,38,3,2,2,4269.0,1852,2417.0,0.682,4178 7424,766550808,Existing Customer,45,F,3,Graduate,Married,$40K - $60K,Blue,38,3,6,1,4195.0,2440,1755.0,0.889,4430 7425,718941183,Existing Customer,48,F,1,College,Married,Less than $40K,Blue,38,5,2,2,1832.0,748,1084.0,0.879,4376 7426,708516558,Existing Customer,37,F,2,High School,Married,Less than $40K,Blue,36,3,2,1,2588.0,1782,806.0,0.546,4159 7427,709350783,Existing Customer,63,F,0,Unknown,Single,Less than $40K,Blue,36,6,1,1,4847.0,1856,2991.0,0.61,4712 7428,771230508,Existing Customer,46,F,4,College,Married,$40K - $60K,Blue,33,4,1,1,2423.0,429,1994.0,0.625,4717 7429,710978058,Existing Customer,50,F,0,Uneducated,Single,$40K - $60K,Blue,41,6,2,3,7507.0,1697,5810.0,1.0979999999999999,4651 7430,713405133,Existing Customer,51,M,2,College,Married,$120K +,Blue,43,5,2,3,5232.0,1923,3309.0,0.629,4976 7431,710723958,Existing Customer,43,F,3,Uneducated,Single,Unknown,Blue,32,5,1,1,1438.3,491,947.3,0.494,5016 7432,823840458,Existing Customer,47,F,1,High School,Married,Unknown,Blue,43,4,2,2,1828.0,1517,311.0,0.6609999999999999,4542 7433,791754258,Existing Customer,49,F,5,Graduate,Married,Unknown,Blue,43,4,3,2,2557.0,2351,206.0,0.807,4342 7434,789472833,Existing Customer,42,F,2,College,Divorced,Less than $40K,Blue,33,3,3,1,2283.0,1690,593.0,0.8740000000000001,4377 7435,711099408,Existing Customer,35,F,4,High School,Single,Less than $40K,Blue,25,5,2,3,2684.0,1658,1026.0,0.669,4657 7436,745853283,Existing Customer,38,F,1,Graduate,Married,Unknown,Blue,31,3,1,3,7234.0,0,7234.0,0.899,5198 7437,717790233,Existing Customer,37,F,2,College,Single,$40K - $60K,Blue,26,3,2,3,1438.3,743,695.3,0.561,4730 7438,818791833,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,37,4,2,1,2730.0,1303,1427.0,1.308,4750 7439,714981483,Existing Customer,50,F,3,High School,Married,Unknown,Blue,38,4,2,1,2808.0,1720,1088.0,0.836,5137 7440,719373558,Existing Customer,42,F,3,Unknown,Single,Less than $40K,Blue,36,6,1,1,6275.0,0,6275.0,0.79,4308 7441,823609383,Existing Customer,43,F,4,College,Unknown,$40K - $60K,Blue,39,4,1,3,1438.3,0,1438.3,0.68,4528 7442,714408933,Attrited Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,36,4,2,2,10834.0,0,10834.0,0.522,2249 7443,713661933,Existing Customer,44,F,1,College,Married,Less than $40K,Blue,33,5,1,3,1522.0,0,1522.0,0.7829999999999999,4835 7444,716218908,Existing Customer,48,F,4,Doctorate,Single,Unknown,Blue,39,6,1,1,2845.0,919,1926.0,0.652,2635 7445,818710233,Existing Customer,41,F,2,Graduate,Married,$40K - $60K,Blue,36,6,2,3,2329.0,1271,1058.0,0.7290000000000001,4382 7446,719463708,Existing Customer,47,F,1,Uneducated,Single,$40K - $60K,Blue,34,5,1,3,2099.0,1164,935.0,0.7170000000000001,4471 7447,817958733,Existing Customer,42,F,2,Uneducated,Married,Unknown,Blue,37,6,1,1,5099.0,958,4141.0,0.607,4025 7448,708397008,Existing Customer,54,F,4,Graduate,Married,Unknown,Blue,43,3,2,3,3805.0,821,2984.0,0.807,4326 7449,720547533,Existing Customer,47,F,2,High School,Married,Unknown,Blue,32,3,2,1,11438.0,0,11438.0,0.815,4346 7450,708780783,Existing Customer,43,F,3,Graduate,Single,$40K - $60K,Blue,33,4,3,3,2434.0,1169,1265.0,0.6890000000000001,4739 7451,758178558,Existing Customer,44,F,3,Graduate,Single,Unknown,Blue,37,3,2,1,4703.0,1555,3148.0,0.932,4127 7452,716237508,Existing Customer,44,F,5,High School,Married,Unknown,Blue,36,4,3,2,5254.0,2507,2747.0,0.7509999999999999,4501 7453,714735033,Existing Customer,45,F,5,Doctorate,Married,Less than $40K,Blue,34,4,2,2,1438.3,491,947.3,0.708,4376 7454,709726158,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,26,5,3,0,2206.0,1110,1096.0,0.746,5196 7455,770909433,Existing Customer,50,F,2,College,Married,$40K - $60K,Blue,37,6,2,1,3600.0,1904,1696.0,0.72,4946 7456,822121608,Existing Customer,46,M,2,High School,Unknown,$60K - $80K,Blue,42,3,3,2,7116.0,693,6423.0,0.759,4759 7457,717278808,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,28,4,2,1,1788.0,0,1788.0,1.001,3511 7458,712640583,Existing Customer,60,F,0,Doctorate,Married,Unknown,Blue,51,4,1,3,7508.0,2148,5360.0,0.89,4950 7459,716099958,Attrited Customer,39,F,5,Unknown,Married,$40K - $60K,Blue,31,3,3,6,3333.0,1867,1466.0,0.9470000000000001,3348 7460,788772708,Existing Customer,50,F,2,Graduate,Married,Unknown,Blue,31,5,1,3,13745.0,0,13745.0,0.53,4432 7461,712795833,Attrited Customer,34,F,4,Graduate,Married,Less than $40K,Blue,36,2,2,4,5021.0,2517,2504.0,0.5870000000000001,2270 7462,718892283,Existing Customer,43,M,2,Graduate,Married,$40K - $60K,Blue,34,3,2,1,4396.0,0,4396.0,0.5920000000000001,4771 7463,720294258,Existing Customer,40,F,4,Graduate,Single,Less than $40K,Blue,30,4,2,2,2558.0,0,2558.0,0.728,4635 7464,721181883,Existing Customer,30,F,0,College,Single,Unknown,Blue,18,4,2,3,9641.0,0,9641.0,0.907,4710 7465,712098033,Existing Customer,38,F,1,Uneducated,Married,Unknown,Blue,36,3,3,1,12621.0,912,11709.0,0.64,4945 7466,712593933,Attrited Customer,40,M,3,Doctorate,Married,$40K - $60K,Blue,36,3,3,4,2313.0,0,2313.0,0.6729999999999999,2249 7467,711343233,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,36,3,1,3,1438.3,1183,255.3,0.841,4551 7468,712394283,Existing Customer,44,F,4,Graduate,Divorced,Less than $40K,Blue,30,4,3,2,1791.0,1314,477.0,0.725,5109 7469,790021233,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,44,3,3,2,2300.0,1598,702.0,0.813,4287 7470,711890808,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,2,2526.0,2048,478.0,0.716,4267 7471,714164808,Attrited Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,33,4,3,2,2918.0,0,2918.0,0.5589999999999999,2056 7472,825850383,Existing Customer,53,F,2,Graduate,Single,Unknown,Blue,49,4,2,3,6074.0,0,6074.0,0.6970000000000001,4303 7473,789533133,Existing Customer,45,M,3,High School,Married,$60K - $80K,Blue,37,5,1,2,4995.0,1766,3229.0,0.76,4389 7474,779523258,Existing Customer,34,M,2,Graduate,Married,$40K - $60K,Blue,17,6,2,1,3323.0,1062,2261.0,0.7290000000000001,4610 7475,719617758,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,48,3,1,3,2464.0,1794,670.0,0.682,4610 7476,779858058,Existing Customer,34,F,2,Graduate,Unknown,Less than $40K,Blue,18,4,1,3,2730.0,0,2730.0,0.648,4530 7477,710423358,Existing Customer,35,F,1,College,Unknown,Unknown,Blue,29,4,3,3,1438.3,966,472.3,0.871,5249 7478,710500983,Attrited Customer,43,M,2,College,Single,$80K - $120K,Blue,34,2,4,3,4617.0,1035,3582.0,0.36,1779 7479,711851583,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,42,6,2,1,8220.0,1015,7205.0,1.063,4794 7480,779405133,Existing Customer,40,F,3,College,Single,Less than $40K,Blue,29,4,3,1,5716.0,623,5093.0,0.6729999999999999,4387 7481,719410083,Existing Customer,49,F,2,Unknown,Single,Less than $40K,Blue,36,4,3,0,1635.0,1220,415.0,0.565,4807 7482,796196733,Existing Customer,52,F,2,Unknown,Single,$40K - $60K,Blue,46,4,2,3,4259.0,0,4259.0,0.59,4389 7483,711904008,Attrited Customer,40,M,4,High School,Married,$60K - $80K,Blue,36,4,3,5,5869.0,0,5869.0,0.642,2203 7484,717666783,Attrited Customer,56,F,3,College,Single,Less than $40K,Blue,46,1,3,3,2272.0,1350,922.0,0.762,2354 7485,719911458,Existing Customer,49,F,5,High School,Married,Less than $40K,Blue,36,4,2,3,2598.0,1848,750.0,0.547,4396 7486,787506558,Existing Customer,50,M,3,Graduate,Single,$60K - $80K,Blue,38,4,1,1,10762.0,703,10059.0,0.5479999999999999,4509 7487,719046558,Existing Customer,39,M,2,Graduate,Married,$60K - $80K,Blue,36,6,3,3,1982.0,1751,231.0,0.843,4313 7488,708291633,Existing Customer,33,F,2,Doctorate,Unknown,Unknown,Blue,21,3,3,3,4651.0,2499,2152.0,0.7659999999999999,5097 7489,720731808,Attrited Customer,52,F,3,Graduate,Single,Less than $40K,Blue,38,2,3,4,2437.0,0,2437.0,0.912,3068 7490,745124658,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,35,5,2,1,2563.0,1579,984.0,0.924,4838 7491,789907533,Attrited Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,40,4,2,3,4576.0,193,4383.0,0.85,3100 7492,716466483,Existing Customer,44,F,3,Uneducated,Single,$40K - $60K,Blue,34,3,3,3,2245.0,1342,903.0,0.687,4624 7493,715919283,Attrited Customer,39,F,4,College,Single,$40K - $60K,Blue,36,3,2,3,1776.0,0,1776.0,0.518,2201 7494,756736008,Existing Customer,45,F,2,Post-Graduate,Married,Less than $40K,Blue,38,3,2,3,2911.0,1471,1440.0,0.871,4450 7495,772857558,Existing Customer,47,M,4,Graduate,Married,$60K - $80K,Blue,30,4,2,3,2257.0,896,1361.0,0.68,4618 7496,709246683,Existing Customer,62,M,1,Unknown,Single,Unknown,Blue,36,5,1,1,18457.0,2248,16209.0,0.578,3603 7497,714559458,Attrited Customer,46,M,4,College,Married,$60K - $80K,Blue,36,4,2,1,1681.0,0,1681.0,0.46399999999999997,1953 7498,778405458,Existing Customer,52,F,2,High School,Single,Unknown,Blue,32,6,1,3,1461.0,0,1461.0,0.6759999999999999,4633 7499,772150983,Attrited Customer,48,F,3,High School,Unknown,Less than $40K,Blue,37,4,2,1,2363.0,978,1385.0,0.662,2635 7500,715128408,Existing Customer,49,F,2,Unknown,Married,Less than $40K,Blue,36,5,3,3,1438.3,863,575.3,0.605,4482 7501,717856983,Existing Customer,42,F,5,Uneducated,Married,Unknown,Blue,29,3,2,3,1840.0,1267,573.0,0.605,4515 7502,778231983,Existing Customer,49,F,4,Unknown,Single,$40K - $60K,Blue,39,6,2,3,7382.0,1326,6056.0,0.8059999999999999,4792 7503,823908858,Existing Customer,51,M,4,Unknown,Married,$80K - $120K,Blue,47,4,3,2,3861.0,622,3239.0,0.794,4816 7504,798011733,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,47,4,1,2,1562.0,751,811.0,0.925,4574 7505,717945108,Existing Customer,49,F,3,Graduate,Unknown,$40K - $60K,Blue,36,6,1,2,3088.0,1477,1611.0,0.748,5095 7506,712560558,Existing Customer,55,F,3,College,Single,Less than $40K,Blue,42,5,2,1,1438.3,0,1438.3,0.612,4660 7507,711391308,Existing Customer,46,F,4,Uneducated,Married,$40K - $60K,Blue,34,6,3,3,2168.0,1704,464.0,0.725,4584 7508,717688233,Existing Customer,34,F,4,High School,Married,$40K - $60K,Blue,28,6,1,0,2432.0,851,1581.0,0.873,4760 7509,721093608,Existing Customer,44,M,2,High School,Single,$40K - $60K,Blue,31,5,1,1,2197.0,0,2197.0,0.9209999999999999,4548 7510,712669983,Existing Customer,39,M,3,Graduate,Single,$80K - $120K,Blue,30,5,3,3,10009.0,1604,8405.0,0.449,4347 7511,790017858,Existing Customer,47,F,3,Post-Graduate,Unknown,$40K - $60K,Blue,36,6,1,2,3979.0,1319,2660.0,0.85,4598 7512,712012758,Existing Customer,49,F,2,Uneducated,Married,Less than $40K,Blue,41,5,1,3,2189.0,1860,329.0,0.8340000000000001,4195 7513,720249183,Existing Customer,46,F,2,Graduate,Single,Unknown,Blue,31,5,2,3,8243.0,927,7316.0,0.568,4503 7514,821813058,Existing Customer,42,M,1,High School,Divorced,$80K - $120K,Blue,38,4,2,1,11946.0,1172,10774.0,0.614,4862 7515,778152108,Existing Customer,31,F,0,High School,Single,Less than $40K,Blue,23,4,2,3,2239.0,1256,983.0,0.605,4986 7516,720563958,Existing Customer,48,F,3,Post-Graduate,Married,Unknown,Blue,38,6,1,3,4025.0,0,4025.0,0.887,4445 7517,719633508,Existing Customer,52,F,1,Doctorate,Married,Less than $40K,Blue,39,3,1,1,1663.0,0,1663.0,0.7070000000000001,4875 7518,716689383,Existing Customer,39,F,2,Graduate,Married,$40K - $60K,Blue,26,4,1,1,3649.0,929,2720.0,0.633,3964 7519,711420258,Existing Customer,43,F,4,Unknown,Single,Less than $40K,Blue,36,5,3,2,1438.3,0,1438.3,0.705,4432 7520,713177808,Existing Customer,57,F,3,College,Single,Less than $40K,Blue,51,5,1,0,2894.0,0,2894.0,0.8859999999999999,5405 7521,708897408,Existing Customer,46,M,3,College,Single,$60K - $80K,Blue,36,4,2,3,1621.0,787,834.0,0.551,4719 7522,710855508,Existing Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,33,4,3,1,2740.0,1786,954.0,0.597,4327 7523,710115108,Existing Customer,45,F,2,Graduate,Unknown,$40K - $60K,Blue,37,5,2,3,5562.0,1556,4006.0,0.7509999999999999,4568 7524,713920158,Attrited Customer,41,F,3,Uneducated,Unknown,Unknown,Blue,36,2,3,1,13733.0,0,13733.0,0.325,1591 7525,715303608,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,36,5,2,1,2374.0,1332,1042.0,0.6859999999999999,4253 7526,710897133,Existing Customer,51,F,3,Unknown,Unknown,Less than $40K,Blue,36,5,2,2,2267.0,1357,910.0,0.6970000000000001,4464 7527,772813458,Existing Customer,48,F,3,Graduate,Married,Unknown,Blue,39,3,1,2,6130.0,1741,4389.0,0.578,4264 7528,712998033,Attrited Customer,37,M,3,High School,Single,$120K +,Blue,36,3,2,2,7361.0,0,7361.0,0.59,2109 7529,712843983,Attrited Customer,41,F,2,College,Divorced,Less than $40K,Blue,36,3,3,4,1569.0,257,1312.0,0.408,2288 7530,717947508,Existing Customer,47,M,3,Uneducated,Divorced,$80K - $120K,Blue,34,5,1,3,1626.0,1013,613.0,0.826,5262 7531,719279208,Existing Customer,35,F,1,Unknown,Married,Less than $40K,Blue,36,3,1,2,2158.0,1299,859.0,0.733,4946 7532,711365133,Existing Customer,43,M,1,Unknown,Single,$60K - $80K,Blue,31,4,3,1,2283.0,1470,813.0,0.935,5100 7533,720328008,Existing Customer,57,F,1,High School,Unknown,$40K - $60K,Blue,42,3,1,1,2542.0,1884,658.0,0.715,4518 7534,718183833,Existing Customer,30,F,1,Graduate,Single,Less than $40K,Blue,18,4,2,1,1438.3,0,1438.3,0.6,4322 7535,717985158,Existing Customer,47,M,2,Graduate,Unknown,$40K - $60K,Blue,37,3,3,1,2335.0,1373,962.0,0.8759999999999999,4267 7536,771928608,Existing Customer,34,M,1,Uneducated,Single,$60K - $80K,Blue,23,6,1,1,2033.0,1832,201.0,0.938,4110 7537,713355708,Existing Customer,41,F,3,High School,Married,Unknown,Blue,31,4,6,3,4739.0,1878,2861.0,0.7190000000000001,5238 7538,816761433,Existing Customer,36,M,2,College,Single,$80K - $120K,Blue,31,5,2,3,5821.0,764,5057.0,0.688,5291 7539,714245358,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,3,2,2182.0,1566,616.0,0.574,3935 7540,716313858,Existing Customer,53,F,3,Graduate,Married,Less than $40K,Blue,36,6,4,0,3319.0,913,2406.0,0.612,4560 7541,714868608,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,36,6,3,1,3021.0,1530,1491.0,0.731,4105 7542,717273333,Existing Customer,49,M,5,College,Married,$80K - $120K,Blue,37,3,2,2,29219.0,0,29219.0,0.77,4575 7543,711631158,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,42,6,2,2,1438.3,869,569.3,0.821,4664 7544,714127383,Attrited Customer,48,F,3,Unknown,Unknown,Unknown,Blue,36,3,3,2,4431.0,2517,1914.0,0.499,2185 7545,790204983,Existing Customer,46,F,2,Graduate,Married,Unknown,Blue,40,4,5,3,3131.0,0,3131.0,0.8109999999999999,4507 7546,822051858,Existing Customer,26,F,0,Graduate,Single,Less than $40K,Blue,22,3,1,3,1486.0,0,1486.0,0.7340000000000001,4535 7547,715144383,Existing Customer,40,F,3,High School,Single,Unknown,Blue,36,3,3,2,6384.0,2034,4350.0,0.493,4413 7548,717971208,Existing Customer,39,F,5,Graduate,Single,Less than $40K,Blue,28,3,3,2,2077.0,0,2077.0,0.59,3647 7549,718829358,Existing Customer,40,F,3,Uneducated,Divorced,$40K - $60K,Blue,32,3,1,2,1956.0,958,998.0,0.789,4977 7550,779380908,Attrited Customer,51,M,1,Unknown,Married,$80K - $120K,Blue,39,4,3,4,24462.0,946,23516.0,0.475,1709 7551,714144258,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,34,6,2,1,2725.0,2517,208.0,0.48200000000000004,4430 7552,797666358,Existing Customer,46,F,4,Uneducated,Unknown,$40K - $60K,Blue,40,6,3,1,1474.0,843,631.0,0.7509999999999999,4452 7553,709965858,Existing Customer,46,M,1,High School,Married,$120K +,Blue,28,4,3,3,9880.0,1792,8088.0,0.804,4609 7554,779980758,Existing Customer,58,M,2,High School,Divorced,$60K - $80K,Blue,46,6,2,0,2467.0,1176,1291.0,0.8109999999999999,4744 7555,811775883,Existing Customer,46,M,4,Graduate,Divorced,$60K - $80K,Blue,41,4,2,1,5397.0,2336,3061.0,0.67,4734 7556,799720158,Existing Customer,50,M,1,Graduate,Single,$80K - $120K,Blue,44,3,3,2,3370.0,1133,2237.0,0.722,4726 7557,713011683,Attrited Customer,37,F,3,College,Married,Unknown,Blue,24,4,2,4,11239.0,0,11239.0,0.32,2055 7558,713503983,Existing Customer,55,F,3,College,Married,$40K - $60K,Blue,36,5,1,3,2240.0,1231,1009.0,0.637,3623 7559,712137033,Existing Customer,52,F,2,College,Married,Unknown,Blue,45,5,1,2,2737.0,1719,1018.0,0.657,4725 7560,715910883,Existing Customer,48,F,1,High School,Married,Less than $40K,Blue,40,5,4,3,4170.0,1384,2786.0,0.77,4532 7561,718142958,Existing Customer,46,M,4,Graduate,Single,$60K - $80K,Blue,27,3,3,2,21839.0,960,20879.0,0.5660000000000001,5623 7562,719359458,Existing Customer,49,F,2,Uneducated,Single,Less than $40K,Blue,42,6,3,2,1991.0,0,1991.0,0.9540000000000001,4527 7563,714869958,Existing Customer,55,M,2,Uneducated,Single,$120K +,Blue,36,6,2,3,29795.0,2364,27431.0,0.759,3949 7564,771163533,Existing Customer,52,F,1,Unknown,Married,$40K - $60K,Blue,39,3,2,1,1438.3,635,803.3,0.7440000000000001,4617 7565,709028208,Existing Customer,44,F,2,Graduate,Married,Unknown,Blue,37,6,3,2,24221.0,1274,22947.0,0.452,3361 7566,719834208,Existing Customer,42,M,2,Graduate,Married,$60K - $80K,Blue,35,6,1,2,2131.0,1288,843.0,0.797,4264 7567,779305008,Existing Customer,41,F,4,High School,Single,Less than $40K,Blue,23,3,2,2,2787.0,2053,734.0,0.76,4949 7568,714506583,Existing Customer,48,F,4,Graduate,Unknown,Less than $40K,Blue,38,4,3,1,1438.3,0,1438.3,0.647,4601 7569,712677633,Attrited Customer,42,F,0,Uneducated,Divorced,Unknown,Blue,31,3,3,4,2712.0,0,2712.0,0.7240000000000001,2307 7570,708450033,Existing Customer,43,F,3,High School,Unknown,Less than $40K,Blue,13,6,2,1,2605.0,2269,336.0,0.8809999999999999,5298 7571,719606133,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Blue,31,3,2,1,5169.0,2296,2873.0,0.773,4656 7572,789772983,Existing Customer,49,M,3,College,Unknown,$80K - $120K,Blue,38,3,3,3,4694.0,0,4694.0,0.5820000000000001,3798 7573,720656883,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,40,3,3,1,1848.0,501,1347.0,0.653,4600 7574,718108758,Existing Customer,43,M,2,Unknown,Single,$60K - $80K,Blue,36,3,1,2,6039.0,1759,4280.0,0.479,4538 7575,709408983,Existing Customer,54,M,2,High School,Married,$120K +,Blue,42,3,2,3,5256.0,889,4367.0,0.5589999999999999,5078 7576,771592458,Existing Customer,48,F,1,Graduate,Unknown,Less than $40K,Blue,36,6,2,3,1708.0,1059,649.0,0.764,4880 7577,778932633,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,40,5,3,2,1629.0,1185,444.0,0.7659999999999999,4897 7578,708669408,Existing Customer,54,M,5,College,Single,$60K - $80K,Blue,45,6,1,3,20401.0,0,20401.0,0.723,4637 7579,779947908,Existing Customer,56,M,2,Graduate,Divorced,$120K +,Blue,45,3,3,1,3296.0,1435,1861.0,0.968,4327 7580,716007708,Existing Customer,48,M,2,Graduate,Married,$120K +,Blue,37,3,1,2,8956.0,1279,7677.0,0.8640000000000001,4814 7581,767574108,Existing Customer,49,F,1,College,Married,Less than $40K,Blue,43,4,3,2,1438.3,786,652.3,0.609,4094 7582,720777558,Existing Customer,46,F,4,Graduate,Single,Less than $40K,Blue,38,6,2,2,2671.0,1713,958.0,0.732,4519 7583,816841083,Existing Customer,58,F,3,College,Married,Less than $40K,Blue,53,4,3,1,2493.0,1566,927.0,0.767,4867 7584,778849908,Existing Customer,59,F,1,Doctorate,Married,Less than $40K,Blue,40,3,3,1,2687.0,2452,235.0,0.8170000000000001,4697 7585,708745983,Existing Customer,37,F,2,Unknown,Married,$40K - $60K,Blue,36,4,2,2,2208.0,1559,649.0,0.51,4686 7586,713381433,Attrited Customer,38,F,1,High School,Married,Less than $40K,Blue,28,3,3,3,4196.0,731,3465.0,0.485,1868 7587,779404383,Existing Customer,47,F,5,Uneducated,Divorced,Unknown,Blue,36,6,2,3,12581.0,1235,11346.0,0.611,4427 7588,718607883,Existing Customer,41,M,3,Post-Graduate,Single,$80K - $120K,Blue,30,4,2,2,17890.0,2517,15373.0,0.983,4831 7589,710542983,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Blue,21,4,6,0,1930.0,0,1930.0,0.815,5033 7590,709769283,Existing Customer,36,F,4,Unknown,Divorced,Unknown,Blue,16,6,3,3,8513.0,0,8513.0,0.631,4162 7591,721253508,Existing Customer,40,M,3,High School,Married,$80K - $120K,Blue,36,6,3,1,9599.0,2356,7243.0,0.7909999999999999,4754 7592,801037833,Existing Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,32,6,2,3,3192.0,2517,675.0,0.6579999999999999,4236 7593,711452583,Existing Customer,43,F,4,Graduate,Unknown,Unknown,Blue,36,6,5,1,2778.0,2517,261.0,0.7959999999999999,4575 7594,716697708,Attrited Customer,61,F,1,High School,Single,Unknown,Blue,52,3,2,4,3293.0,0,3293.0,0.838,3121 7595,708176208,Existing Customer,48,F,1,Graduate,Married,$40K - $60K,Blue,36,4,4,1,7268.0,0,7268.0,0.691,4199 7596,716474358,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Blue,35,5,3,2,1721.0,729,992.0,0.902,4853 7597,713121408,Existing Customer,38,M,3,College,Married,$80K - $120K,Blue,30,5,3,2,3976.0,1667,2309.0,0.929,4372 7598,794567133,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,35,5,2,3,1954.0,808,1146.0,0.826,4897 7599,717609633,Existing Customer,44,M,3,Unknown,Married,$120K +,Blue,32,6,2,2,12725.0,1759,10966.0,1.056,4139 7600,708899283,Existing Customer,40,F,3,Uneducated,Single,Unknown,Blue,28,3,3,3,2690.0,1935,755.0,0.593,4917 7601,772415808,Existing Customer,48,F,5,Post-Graduate,Married,$40K - $60K,Blue,38,3,3,1,2926.0,716,2210.0,0.9490000000000001,4219 7602,716176683,Existing Customer,46,M,4,Graduate,Single,$80K - $120K,Blue,33,5,1,1,2371.0,1748,623.0,0.6629999999999999,4460 7603,709245783,Existing Customer,44,F,3,Graduate,Married,Unknown,Blue,27,5,1,1,7751.0,1965,5786.0,0.782,4543 7604,720507108,Attrited Customer,42,F,3,College,Married,Less than $40K,Blue,28,3,3,2,1601.0,0,1601.0,0.63,2339 7605,716751858,Attrited Customer,34,F,1,Unknown,Married,Less than $40K,Blue,36,2,3,3,2401.0,496,1905.0,0.647,2597 7606,712829808,Attrited Customer,39,M,3,Uneducated,Married,$60K - $80K,Blue,29,4,3,4,2187.0,0,2187.0,0.467,2031 7607,711900033,Existing Customer,57,F,0,Doctorate,Married,Unknown,Blue,46,5,2,1,4661.0,1734,2927.0,0.789,5242 7608,712566258,Existing Customer,40,F,2,Post-Graduate,Divorced,Unknown,Blue,27,6,3,1,8494.0,2023,6471.0,0.871,4486 7609,712732908,Existing Customer,36,M,4,Graduate,Married,$80K - $120K,Blue,36,5,3,1,2262.0,1450,812.0,0.735,4116 7610,717908208,Existing Customer,43,F,3,Graduate,Divorced,Less than $40K,Blue,36,6,1,2,2525.0,1595,930.0,0.78,4859 7611,826136283,Existing Customer,38,F,3,High School,Married,Less than $40K,Blue,34,3,3,2,2450.0,1981,469.0,0.7120000000000001,4352 7612,778714833,Existing Customer,36,F,4,College,Married,Unknown,Blue,18,4,3,2,3926.0,1760,2166.0,0.8740000000000001,4890 7613,779302233,Attrited Customer,40,F,4,Graduate,Single,Less than $40K,Blue,22,4,2,3,1438.3,0,1438.3,0.695,2502 7614,778659108,Existing Customer,51,F,2,High School,Single,Unknown,Blue,31,6,2,1,4789.0,2203,2586.0,0.847,4718 7615,720374808,Existing Customer,41,F,2,Unknown,Unknown,Less than $40K,Blue,34,6,3,3,2864.0,1928,936.0,0.769,4641 7616,719592483,Existing Customer,43,F,5,Graduate,Single,Unknown,Blue,34,6,6,3,4607.0,2440,2167.0,0.6459999999999999,4825 7617,714702033,Existing Customer,43,F,4,Graduate,Unknown,Less than $40K,Blue,34,5,3,3,1971.0,979,992.0,1.024,5446 7618,717042333,Attrited Customer,53,F,2,College,Married,Less than $40K,Blue,44,3,3,3,1473.0,0,1473.0,0.92,2836 7619,779122908,Existing Customer,55,F,3,Graduate,Single,$40K - $60K,Blue,37,5,1,2,3187.0,1437,1750.0,0.79,4511 7620,710676483,Existing Customer,38,F,2,Unknown,Married,Less than $40K,Blue,36,4,2,2,5589.0,0,5589.0,0.787,4064 7621,827712108,Existing Customer,42,F,5,Graduate,Married,Less than $40K,Blue,38,5,1,2,2346.0,1373,973.0,0.73,4432 7622,769200858,Existing Customer,34,F,4,Graduate,Single,Less than $40K,Blue,28,3,2,3,1438.3,0,1438.3,0.726,4626 7623,779114283,Existing Customer,40,F,5,High School,Single,Less than $40K,Blue,22,3,1,2,1826.0,944,882.0,0.6859999999999999,4528 7624,771061008,Attrited Customer,40,F,2,Doctorate,Married,$40K - $60K,Blue,27,4,2,3,2208.0,0,2208.0,0.695,2659 7625,716201133,Existing Customer,35,F,2,High School,Married,Less than $40K,Blue,36,4,3,1,1476.0,0,1476.0,0.5920000000000001,4279 7626,817968783,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,46,6,3,1,2927.0,1499,1428.0,0.649,4670 7627,826480308,Existing Customer,53,M,3,Graduate,Unknown,$80K - $120K,Blue,49,5,2,1,4778.0,1869,2909.0,0.743,5489 7628,720307683,Existing Customer,43,F,4,Graduate,Divorced,Less than $40K,Blue,36,3,2,2,1438.3,743,695.3,0.624,4484 7629,709618308,Existing Customer,46,F,3,High School,Single,$40K - $60K,Silver,40,4,3,1,16239.0,1487,14752.0,0.531,3838 7630,710119233,Existing Customer,37,M,1,High School,Married,$120K +,Blue,26,5,2,1,11726.0,1925,9801.0,0.855,4186 7631,789419658,Existing Customer,47,F,4,College,Married,Unknown,Blue,38,3,2,1,1438.3,0,1438.3,0.68,4503 7632,789800358,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,34,6,1,3,2647.0,1288,1359.0,0.765,4730 7633,715466133,Existing Customer,50,F,1,Doctorate,Married,Unknown,Blue,40,3,3,1,2492.0,1410,1082.0,0.835,4374 7634,717659883,Existing Customer,46,F,2,Graduate,Single,Unknown,Blue,36,3,3,3,2418.0,1106,1312.0,0.963,3541 7635,781942983,Existing Customer,50,M,1,Unknown,Single,$120K +,Blue,44,5,3,1,17827.0,0,17827.0,0.846,5010 7636,712755783,Existing Customer,49,F,1,Graduate,Divorced,$40K - $60K,Blue,40,3,2,3,1438.3,0,1438.3,0.675,3886 7637,779551533,Existing Customer,54,F,3,Doctorate,Single,Less than $40K,Blue,39,4,3,3,1764.0,0,1764.0,0.6509999999999999,4857 7638,714405183,Existing Customer,47,F,3,Graduate,Married,Less than $40K,Blue,36,4,2,2,1776.0,1519,257.0,0.917,4295 7639,801783108,Existing Customer,46,M,3,College,Married,$120K +,Blue,40,6,3,3,1438.3,0,1438.3,0.6809999999999999,4833 7640,779839758,Existing Customer,47,F,2,Post-Graduate,Single,Unknown,Blue,31,3,2,3,1491.0,0,1491.0,0.716,4634 7641,820648608,Existing Customer,46,F,2,Post-Graduate,Married,Less than $40K,Blue,41,3,1,3,2552.0,1879,673.0,0.888,4153 7642,787587033,Existing Customer,42,F,4,Graduate,Single,Less than $40K,Blue,32,3,1,2,2996.0,1992,1004.0,0.948,4463 7643,813967983,Existing Customer,44,F,2,College,Married,$40K - $60K,Blue,39,4,1,2,1701.0,775,926.0,0.847,4471 7644,718067658,Existing Customer,53,F,3,Unknown,Single,Unknown,Blue,40,6,3,1,3998.0,0,3998.0,0.638,4223 7645,709952658,Existing Customer,46,F,3,Graduate,Unknown,Less than $40K,Blue,33,6,3,2,3025.0,2491,534.0,0.45,4460 7646,720824883,Attrited Customer,48,F,1,Unknown,Single,Less than $40K,Blue,40,3,1,2,3251.0,2517,734.0,0.7390000000000001,2483 7647,789631908,Existing Customer,51,M,4,High School,Single,$60K - $80K,Blue,45,3,1,2,3031.0,1787,1244.0,1.006,4690 7648,789089958,Existing Customer,57,M,2,High School,Single,$60K - $80K,Silver,45,5,2,3,33211.0,0,33211.0,0.732,3662 7649,715847058,Attrited Customer,59,F,2,Uneducated,Divorced,Less than $40K,Blue,36,3,3,3,1863.0,1853,10.0,0.8290000000000001,2462 7650,721256808,Existing Customer,35,F,2,Unknown,Single,Less than $40K,Blue,20,6,1,2,2691.0,1935,756.0,0.6809999999999999,4365 7651,721269108,Existing Customer,45,F,5,Graduate,Single,Less than $40K,Blue,33,5,3,3,2288.0,1249,1039.0,0.605,4504 7652,712770408,Attrited Customer,42,F,2,Graduate,Unknown,Less than $40K,Blue,36,6,3,2,3413.0,0,3413.0,0.593,2285 7653,767958933,Existing Customer,40,M,4,College,Married,$40K - $60K,Silver,34,3,2,1,15471.0,1291,14180.0,0.6509999999999999,3993 7654,779866458,Existing Customer,40,F,5,Uneducated,Married,Less than $40K,Blue,24,6,1,1,2038.0,793,1245.0,0.682,3513 7655,721246833,Existing Customer,47,F,3,Unknown,Unknown,Less than $40K,Blue,36,6,2,3,1953.0,1089,864.0,0.8590000000000001,4636 7656,710752233,Attrited Customer,43,F,5,High School,Unknown,$40K - $60K,Blue,24,3,2,2,4430.0,2203,2227.0,1.046,2742 7657,709813008,Existing Customer,44,F,3,High School,Unknown,Less than $40K,Blue,35,5,3,0,3398.0,2415,983.0,0.8909999999999999,4509 7658,710219658,Existing Customer,48,F,3,Doctorate,Married,Unknown,Blue,44,4,3,3,2021.0,1186,835.0,0.616,4633 7659,789121233,Existing Customer,53,F,2,Unknown,Single,Less than $40K,Blue,41,5,1,3,2329.0,2290,39.0,0.5329999999999999,4609 7660,715146558,Attrited Customer,34,F,2,College,Married,Less than $40K,Blue,36,1,3,2,1696.0,0,1696.0,0.782,2325 7661,720205608,Existing Customer,52,F,1,Uneducated,Married,Unknown,Blue,36,6,1,1,4222.0,0,4222.0,0.523,4487 7662,778606308,Attrited Customer,45,M,3,Uneducated,Divorced,$80K - $120K,Blue,25,2,2,3,6614.0,1881,4733.0,0.737,3016 7663,710438358,Attrited Customer,42,F,1,Uneducated,Single,Less than $40K,Blue,35,4,3,3,3241.0,0,3241.0,0.442,2152 7664,712562433,Attrited Customer,48,F,2,Unknown,Married,Less than $40K,Blue,30,3,3,3,4204.0,0,4204.0,0.703,2316 7665,718186233,Existing Customer,34,F,3,Uneducated,Single,Less than $40K,Blue,26,4,2,3,3234.0,971,2263.0,0.79,3989 7666,713717283,Attrited Customer,40,F,3,Unknown,Single,$40K - $60K,Blue,29,3,3,3,2473.0,2332,141.0,0.293,1738 7667,713822208,Attrited Customer,42,M,2,High School,Single,$60K - $80K,Blue,33,3,3,3,4836.0,493,4343.0,0.41700000000000004,1870 7668,710466633,Existing Customer,55,F,3,High School,Married,Less than $40K,Blue,44,5,1,1,1438.3,0,1438.3,0.575,4755 7669,711153783,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,36,5,3,1,1438.3,541,897.3,0.821,4173 7670,718230933,Attrited Customer,45,M,4,Graduate,Single,Less than $40K,Blue,36,5,2,3,1438.3,1060,378.3,0.301,1253 7671,788885133,Existing Customer,57,F,3,College,Unknown,Less than $40K,Silver,42,6,1,1,12675.0,2422,10253.0,0.642,3912 7672,711637458,Attrited Customer,44,F,3,High School,Single,Less than $40K,Blue,36,2,3,3,2228.0,0,2228.0,0.6859999999999999,2523 7673,719532108,Existing Customer,40,F,5,High School,Married,Less than $40K,Blue,31,4,2,2,2813.0,2208,605.0,0.877,4491 7674,757643733,Existing Customer,42,F,2,Post-Graduate,Single,Less than $40K,Blue,35,6,3,2,3223.0,0,3223.0,0.593,4916 7675,715122858,Existing Customer,55,F,2,Graduate,Married,$40K - $60K,Blue,36,5,3,3,2653.0,0,2653.0,0.9690000000000001,5052 7676,708384033,Attrited Customer,45,F,3,Uneducated,Married,Less than $40K,Blue,35,3,3,3,2745.0,2463,282.0,0.643,2466 7677,708273858,Existing Customer,40,M,3,Graduate,Divorced,$120K +,Blue,30,3,2,1,34516.0,0,34516.0,0.643,3734 7678,803952408,Existing Customer,52,F,3,Uneducated,Married,Less than $40K,Blue,47,6,3,2,2516.0,1486,1030.0,0.503,3987 7679,778394358,Existing Customer,46,F,2,High School,Divorced,Less than $40K,Blue,26,4,3,1,1870.0,1785,85.0,0.696,4347 7680,713180433,Existing Customer,56,F,2,Graduate,Single,Unknown,Blue,48,5,3,2,3934.0,2517,1417.0,0.682,4837 7681,787458783,Existing Customer,49,F,4,High School,Married,Less than $40K,Blue,35,5,3,2,3038.0,2133,905.0,0.6890000000000001,4784 7682,720315933,Existing Customer,53,F,1,Uneducated,Single,Less than $40K,Blue,39,3,2,3,1982.0,1276,706.0,0.897,5136 7683,713677158,Attrited Customer,31,F,1,Graduate,Divorced,Unknown,Blue,22,2,2,3,1623.0,0,1623.0,0.501,2126 7684,739828308,Existing Customer,55,M,3,Uneducated,Single,$120K +,Blue,48,5,2,2,3088.0,1743,1345.0,0.7659999999999999,3906 7685,720959058,Existing Customer,44,F,3,Unknown,Single,Unknown,Blue,33,5,3,1,8064.0,2417,5647.0,0.644,4412 7686,718090233,Attrited Customer,56,F,3,Graduate,Single,Unknown,Blue,36,3,3,3,10016.0,1872,8144.0,0.735,2804 7687,789939558,Existing Customer,54,F,2,College,Married,Unknown,Blue,45,5,3,2,4523.0,1841,2682.0,0.534,5112 7688,714169908,Existing Customer,53,F,0,Graduate,Single,Less than $40K,Blue,34,5,2,1,1944.0,1140,804.0,0.5820000000000001,4921 7689,796145133,Existing Customer,46,F,2,Uneducated,Married,Unknown,Blue,40,3,2,2,6083.0,1716,4367.0,0.618,4528 7690,789233808,Existing Customer,38,F,3,Graduate,Married,Unknown,Blue,27,6,2,2,2425.0,1396,1029.0,0.899,4568 7691,709071408,Existing Customer,56,F,5,Graduate,Single,$40K - $60K,Blue,37,4,2,1,2607.0,1702,905.0,0.802,4949 7692,815830083,Existing Customer,53,F,3,Uneducated,Single,Less than $40K,Blue,48,6,2,1,1953.0,1215,738.0,0.667,4253 7693,715932708,Existing Customer,41,M,3,Unknown,Unknown,$60K - $80K,Blue,36,4,3,1,5813.0,1614,4199.0,0.696,4365 7694,715281933,Existing Customer,43,F,3,High School,Single,Less than $40K,Blue,36,3,3,2,1438.3,0,1438.3,0.6890000000000001,4401 7695,787529583,Attrited Customer,41,F,5,Unknown,Married,$40K - $60K,Blue,30,5,2,3,1588.0,0,1588.0,0.634,2561 7696,717446208,Existing Customer,62,F,0,High School,Single,Less than $40K,Blue,36,6,2,1,3749.0,1980,1769.0,0.706,5083 7697,715236783,Existing Customer,42,F,4,College,Divorced,$40K - $60K,Blue,36,4,3,2,3734.0,2517,1217.0,0.7240000000000001,4792 7698,804583833,Existing Customer,56,F,2,High School,Married,Unknown,Blue,51,4,1,3,1796.0,1243,553.0,0.768,4316 7699,713772333,Attrited Customer,45,F,3,Unknown,Divorced,Less than $40K,Blue,34,4,3,1,3223.0,243,2980.0,0.433,1979 7700,715321983,Existing Customer,33,F,2,Doctorate,Married,$40K - $60K,Blue,36,4,2,1,2748.0,1867,881.0,0.816,4314 7701,717773433,Existing Customer,57,F,0,Graduate,Married,Less than $40K,Blue,45,6,1,2,2448.0,0,2448.0,0.606,5464 7702,778632933,Existing Customer,49,F,3,College,Married,Less than $40K,Blue,29,6,1,2,2548.0,1998,550.0,0.679,4702 7703,808527183,Existing Customer,46,F,3,College,Married,Less than $40K,Blue,41,4,1,1,1489.0,949,540.0,0.65,4669 7704,714514008,Attrited Customer,38,F,1,Graduate,Married,Unknown,Blue,29,3,3,3,8953.0,0,8953.0,0.40299999999999997,1982 7705,711669258,Attrited Customer,50,F,3,Uneducated,Single,Unknown,Blue,36,2,3,3,3187.0,986,2201.0,0.615,2381 7706,797218233,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,45,5,1,0,1757.0,0,1757.0,0.5329999999999999,4550 7707,710612583,Existing Customer,52,M,4,High School,Unknown,$60K - $80K,Blue,36,6,3,2,2597.0,1740,857.0,0.71,5037 7708,712613808,Existing Customer,45,F,5,College,Single,Unknown,Blue,32,3,3,3,5999.0,658,5341.0,0.638,4283 7709,807173358,Existing Customer,56,F,0,Post-Graduate,Married,Less than $40K,Blue,51,4,2,3,3617.0,878,2739.0,0.777,5416 7710,778349883,Existing Customer,56,F,0,Uneducated,Single,Less than $40K,Blue,36,4,3,1,3219.0,2114,1105.0,0.655,4188 7711,720592533,Attrited Customer,41,M,4,Graduate,Unknown,$80K - $120K,Blue,31,3,3,2,19782.0,868,18914.0,0.8079999999999999,2535 7712,714668433,Existing Customer,51,F,4,Graduate,Single,Less than $40K,Blue,36,4,3,1,2522.0,1898,624.0,0.674,4122 7713,720967233,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,29,4,1,1,3327.0,2517,810.0,0.7929999999999999,4901 7714,718629858,Existing Customer,42,F,2,Uneducated,Married,Unknown,Blue,32,5,5,3,4708.0,0,4708.0,0.718,4597 7715,737962608,Existing Customer,48,F,4,College,Divorced,Less than $40K,Blue,41,4,3,2,3745.0,2517,1228.0,0.672,4550 7716,778207083,Attrited Customer,53,M,4,Uneducated,Single,$80K - $120K,Blue,44,3,3,2,11561.0,2189,9372.0,0.742,2153 7717,778781508,Attrited Customer,44,F,2,High School,Married,Unknown,Blue,32,4,3,3,8477.0,2517,5960.0,0.7170000000000001,2455 7718,714142158,Existing Customer,59,F,0,Graduate,Married,Less than $40K,Blue,48,2,2,1,2120.0,1411,709.0,0.665,3882 7719,715390608,Existing Customer,45,F,5,Graduate,Married,Less than $40K,Blue,39,5,3,2,2867.0,1209,1658.0,0.727,5311 7720,715243458,Existing Customer,45,F,2,Graduate,Single,$40K - $60K,Blue,36,5,3,1,2293.0,1304,989.0,0.708,5047 7721,715418508,Existing Customer,51,M,1,Uneducated,Single,$120K +,Blue,36,2,1,3,8671.0,590,8081.0,0.693,4399 7722,711164508,Existing Customer,49,F,1,Graduate,Divorced,Unknown,Silver,43,1,3,1,34516.0,1163,33353.0,0.725,3941 7723,713239308,Existing Customer,43,F,2,High School,Married,Unknown,Blue,36,2,3,3,2679.0,1694,985.0,0.603,4640 7724,712323183,Existing Customer,38,M,3,Unknown,Married,$80K - $120K,Blue,22,2,2,1,3224.0,0,3224.0,0.7609999999999999,3738 7725,797410983,Existing Customer,45,F,3,High School,Married,Unknown,Blue,39,1,2,2,1438.3,745,693.3,0.83,5020 7726,721167783,Existing Customer,54,M,4,High School,Single,$80K - $120K,Blue,39,1,3,3,7773.0,2465,5308.0,0.7879999999999999,4272 7727,712130058,Attrited Customer,44,F,4,Uneducated,Single,Unknown,Blue,36,3,3,4,8075.0,317,7758.0,0.585,2415 7728,714060408,Existing Customer,57,F,3,High School,Single,Unknown,Blue,37,3,1,2,3052.0,1603,1449.0,0.7759999999999999,4210 7729,715515333,Existing Customer,51,M,3,Graduate,Married,$120K +,Blue,42,2,1,3,7932.0,2140,5792.0,0.5539999999999999,4024 7730,806970033,Existing Customer,48,M,3,High School,Unknown,$40K - $60K,Blue,43,2,2,3,1753.0,1434,319.0,0.805,4588 7731,817337958,Existing Customer,48,F,5,Doctorate,Married,Less than $40K,Blue,33,2,1,3,5814.0,1176,4638.0,0.627,3796 7732,788132208,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,38,3,2,1,1989.0,1003,986.0,0.677,5070 7733,812653383,Existing Customer,55,F,1,College,Single,$40K - $60K,Blue,50,3,3,3,1843.0,1520,323.0,0.8640000000000001,4729 7734,709762908,Existing Customer,52,F,1,Uneducated,Married,Unknown,Blue,40,2,2,1,1438.3,1228,210.3,0.659,4991 7735,717114708,Existing Customer,34,F,0,Graduate,Married,$40K - $60K,Blue,26,3,3,2,2991.0,1830,1161.0,0.777,4414 7736,767388783,Existing Customer,43,M,3,High School,Married,$60K - $80K,Blue,36,3,3,1,9560.0,0,9560.0,0.802,4601 7737,794719983,Attrited Customer,44,F,4,High School,Unknown,Less than $40K,Blue,38,2,2,3,2616.0,2505,111.0,0.828,2576 7738,778378983,Attrited Customer,54,F,1,Graduate,Single,Less than $40K,Blue,34,5,2,2,2939.0,2152,787.0,0.555,2476 7739,773275083,Existing Customer,49,F,3,College,Married,Unknown,Blue,37,2,3,0,3085.0,966,2119.0,0.777,4765 7740,719971458,Existing Customer,49,M,5,Graduate,Single,$80K - $120K,Blue,41,2,3,2,5275.0,1490,3785.0,0.5329999999999999,4213 7741,721001883,Existing Customer,41,M,3,Uneducated,Married,$60K - $80K,Blue,30,3,1,2,1950.0,1618,332.0,0.75,3357 7742,778245633,Existing Customer,43,F,3,Graduate,Single,Unknown,Blue,33,3,3,1,2341.0,1818,523.0,0.833,4356 7743,718535733,Existing Customer,40,F,1,Uneducated,Divorced,Less than $40K,Blue,25,3,3,1,3758.0,2047,1711.0,1.1079999999999999,4928 7744,711909933,Existing Customer,54,M,4,Unknown,Married,$80K - $120K,Blue,42,3,3,1,1621.0,618,1003.0,0.846,4815 7745,709253433,Existing Customer,50,F,2,Uneducated,Married,$40K - $60K,Blue,41,2,1,2,10946.0,1912,9034.0,0.36200000000000004,2448 7746,719797758,Existing Customer,56,F,1,High School,Single,Less than $40K,Blue,36,3,1,1,3422.0,2517,905.0,0.914,4922 7747,789420933,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Blue,30,3,1,3,3108.0,778,2330.0,0.645,4130 7748,709850508,Attrited Customer,33,F,2,Graduate,Married,Less than $40K,Blue,20,3,2,5,3202.0,0,3202.0,1.012,2917 7749,715335558,Existing Customer,43,F,5,Uneducated,Single,Less than $40K,Blue,36,2,1,2,1855.0,907,948.0,0.816,4191 7750,711516783,Existing Customer,47,F,4,Uneducated,Married,$40K - $60K,Blue,36,2,1,1,2155.0,1119,1036.0,0.815,5441 7751,798917883,Existing Customer,42,F,4,College,Single,Less than $40K,Blue,36,2,3,2,4150.0,2517,1633.0,0.619,4620 7752,721525758,Existing Customer,45,M,5,Doctorate,Married,$80K - $120K,Blue,35,2,2,2,2226.0,1229,997.0,0.784,4928 7753,716249508,Existing Customer,48,F,5,High School,Married,$40K - $60K,Blue,36,3,2,1,1610.0,0,1610.0,0.424,4243 7754,716953083,Existing Customer,53,F,2,Graduate,Married,Unknown,Blue,41,3,2,2,2046.0,1260,786.0,0.768,4228 7755,712448658,Attrited Customer,52,F,1,High School,Single,Less than $40K,Blue,36,3,3,2,1795.0,0,1795.0,0.718,2281 7756,711766758,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,30,3,2,1,1531.0,987,544.0,0.831,4373 7757,709432833,Existing Customer,53,F,1,Unknown,Married,Less than $40K,Blue,36,2,2,3,1472.0,1196,276.0,1.24,4859 7758,719964933,Existing Customer,50,F,5,Graduate,Single,Less than $40K,Blue,41,3,2,2,1438.3,0,1438.3,0.6829999999999999,4550 7759,719857008,Existing Customer,37,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,1,2886.0,2198,688.0,0.828,4531 7760,758340108,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Silver,29,3,3,2,10024.0,913,9111.0,0.568,3906 7761,708276183,Attrited Customer,52,F,3,Post-Graduate,Married,Less than $40K,Blue,45,2,4,1,1760.0,0,1760.0,0.046,1554 7762,716481408,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,36,3,1,1,1461.0,0,1461.0,0.6809999999999999,4769 7763,720590058,Attrited Customer,51,F,1,Graduate,Single,$40K - $60K,Blue,36,3,3,3,8840.0,1794,7046.0,0.848,2839 7764,789347133,Existing Customer,38,F,2,Post-Graduate,Married,$40K - $60K,Blue,28,2,1,1,4468.0,2395,2073.0,0.706,4690 7765,719112258,Existing Customer,42,M,4,College,Unknown,$60K - $80K,Blue,35,3,3,3,2516.0,1360,1156.0,1.193,4692 7766,717748608,Attrited Customer,35,F,4,High School,Married,Less than $40K,Blue,24,3,2,4,1555.0,872,683.0,0.772,2252 7767,710740008,Existing Customer,57,M,1,Graduate,Unknown,$80K - $120K,Blue,39,3,1,1,1438.3,641,797.3,0.66,5140 7768,716694108,Attrited Customer,42,M,4,Uneducated,Married,$120K +,Blue,34,2,3,3,5195.0,468,4727.0,0.5670000000000001,2682 7769,719372583,Existing Customer,57,M,3,Graduate,Single,$120K +,Blue,36,2,2,1,17268.0,1197,16071.0,0.637,4077 7770,719981508,Attrited Customer,37,M,2,Uneducated,Single,Unknown,Blue,24,2,2,3,1649.0,0,1649.0,0.8640000000000001,2574 7771,751350558,Existing Customer,57,F,1,High School,Married,Less than $40K,Blue,50,3,2,2,1609.0,0,1609.0,0.669,4770 7772,715123983,Existing Customer,43,F,1,College,Single,Less than $40K,Blue,36,3,2,2,3342.0,2517,825.0,0.977,5848 7773,709250508,Existing Customer,63,M,1,Uneducated,Single,Less than $40K,Blue,56,3,1,2,6973.0,2517,4456.0,0.7809999999999999,4877 7774,716754783,Attrited Customer,43,M,4,High School,Married,$120K +,Blue,30,3,2,3,17228.0,1331,15897.0,0.519,2229 7775,719025333,Existing Customer,48,M,2,Post-Graduate,Married,$40K - $60K,Blue,42,3,2,0,1898.0,0,1898.0,0.838,3513 7776,718566858,Existing Customer,46,F,2,College,Single,Less than $40K,Blue,36,3,2,2,1438.3,0,1438.3,0.757,5005 7777,710675508,Existing Customer,40,F,3,College,Unknown,Unknown,Blue,28,2,3,1,2321.0,1190,1131.0,0.736,5149 7778,818729208,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,47,3,3,3,8185.0,941,7244.0,0.8740000000000001,4525 7779,709068183,Existing Customer,53,M,4,College,Single,$60K - $80K,Blue,42,3,3,3,3096.0,0,3096.0,0.684,4709 7780,715358283,Existing Customer,57,F,2,Uneducated,Married,Less than $40K,Blue,46,2,3,2,2129.0,1139,990.0,1.025,4509 7781,710966433,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,36,3,2,2,2615.0,1404,1211.0,0.503,3785 7782,708575058,Attrited Customer,46,F,3,Uneducated,Divorced,$40K - $60K,Blue,39,2,3,2,3157.0,965,2192.0,0.9279999999999999,3300 7783,713929533,Attrited Customer,36,F,3,College,Married,Less than $40K,Blue,36,2,2,2,1707.0,0,1707.0,0.319,2060 7784,714087258,Existing Customer,49,F,1,Uneducated,Divorced,Less than $40K,Blue,36,2,3,2,1838.0,0,1838.0,0.65,5156 7785,756383283,Existing Customer,38,F,3,College,Married,Less than $40K,Blue,31,3,1,3,5523.0,2517,3006.0,0.72,4170 7786,720766908,Attrited Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,28,2,2,2,3021.0,0,3021.0,0.6940000000000001,2814 7787,718133733,Existing Customer,44,F,4,Post-Graduate,Unknown,Less than $40K,Blue,36,3,1,1,7317.0,1540,5777.0,0.616,4100 7788,720823458,Existing Customer,59,F,2,Unknown,Married,Less than $40K,Blue,46,2,6,2,5218.0,1907,3311.0,0.797,4658 7789,720027258,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,40,3,1,3,1438.3,0,1438.3,1.052,4978 7790,807604233,Existing Customer,54,M,3,Graduate,Married,$80K - $120K,Blue,49,2,3,3,11114.0,2482,8632.0,1.08,5044 7791,801786483,Existing Customer,51,M,0,High School,Single,$80K - $120K,Blue,45,3,2,3,10648.0,2517,8131.0,0.708,4930 7792,789138258,Existing Customer,45,F,3,High School,Single,Less than $40K,Blue,34,2,3,2,2976.0,2372,604.0,0.772,4799 7793,805524708,Attrited Customer,52,F,3,High School,Divorced,Less than $40K,Blue,47,3,3,1,6629.0,2517,4112.0,0.932,2599 7794,779642733,Existing Customer,42,F,5,Unknown,Married,Less than $40K,Blue,25,3,1,1,2812.0,2238,574.0,0.713,4823 7795,771735933,Existing Customer,48,M,2,High School,Married,$80K - $120K,Blue,36,2,1,1,10761.0,1722,9039.0,0.7,4731 7796,789917208,Existing Customer,40,F,4,High School,Married,Less than $40K,Blue,31,2,3,3,1968.0,1781,187.0,0.972,5087 7797,779608083,Existing Customer,55,M,2,Doctorate,Single,Less than $40K,Blue,44,2,2,2,3897.0,1247,2650.0,0.6890000000000001,3681 7798,711287733,Existing Customer,45,M,4,Unknown,Married,$40K - $60K,Blue,36,3,2,1,4721.0,1289,3432.0,0.6559999999999999,3856 7799,774675933,Existing Customer,40,M,3,College,Divorced,$80K - $120K,Silver,34,2,1,3,34516.0,2052,32464.0,0.47700000000000004,3510 7800,716741508,Existing Customer,33,F,3,High School,Married,Less than $40K,Blue,21,2,1,3,2831.0,1167,1664.0,0.7440000000000001,4460 7801,721106133,Existing Customer,57,F,3,Uneducated,Divorced,Unknown,Blue,36,3,4,1,2312.0,1789,523.0,0.867,5104 7802,716698608,Existing Customer,51,M,2,Unknown,Single,$80K - $120K,Blue,39,2,1,1,8924.0,0,8924.0,0.46,4441 7803,716299608,Attrited Customer,58,F,3,Unknown,Divorced,Less than $40K,Blue,36,2,2,3,1508.0,0,1508.0,0.45799999999999996,1990 7804,718116933,Existing Customer,53,F,3,Graduate,Single,Less than $40K,Blue,36,2,3,1,1438.3,630,808.3,0.667,4704 7805,720513333,Existing Customer,46,M,3,High School,Single,$80K - $120K,Blue,39,2,1,3,21350.0,1724,19626.0,0.512,4878 7806,802460433,Attrited Customer,57,F,3,High School,Married,Unknown,Blue,51,2,5,2,1438.3,0,1438.3,0.733,2607 7807,720482583,Existing Customer,52,F,1,College,Married,Unknown,Blue,43,3,3,1,10431.0,2163,8268.0,0.64,4598 7808,719584608,Existing Customer,40,M,4,High School,Unknown,$40K - $60K,Blue,32,3,1,1,1438.3,0,1438.3,0.657,4215 7809,709477233,Existing Customer,37,F,2,High School,Single,Unknown,Blue,36,3,2,1,2346.0,1621,725.0,0.613,4287 7810,719512983,Attrited Customer,47,F,4,Graduate,Single,Less than $40K,Blue,39,3,3,6,1438.3,0,1438.3,0.8540000000000001,2295 7811,714923583,Attrited Customer,38,F,2,Graduate,Unknown,Less than $40K,Blue,36,2,3,2,2369.0,0,2369.0,0.51,1924 7812,779397183,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,31,2,1,1,3659.0,0,3659.0,0.797,4068 7813,714671658,Existing Customer,38,F,5,Graduate,Married,Less than $40K,Blue,31,2,5,2,2153.0,1392,761.0,0.787,4268 7814,779218233,Existing Customer,47,F,5,Post-Graduate,Single,Less than $40K,Blue,37,2,3,3,9430.0,0,9430.0,0.68,4115 7815,713456583,Existing Customer,45,M,2,High School,Married,$80K - $120K,Silver,37,3,2,2,34516.0,1495,33021.0,0.52,3247 7816,790221633,Existing Customer,44,F,4,Graduate,Single,$40K - $60K,Blue,38,3,3,3,3897.0,2296,1601.0,0.746,4627 7817,721299483,Existing Customer,47,M,3,Graduate,Single,$80K - $120K,Blue,32,2,1,1,11671.0,1304,10367.0,0.491,4168 7818,711701958,Existing Customer,48,M,1,Unknown,Single,$60K - $80K,Blue,38,3,3,3,11367.0,1999,9368.0,0.6609999999999999,4175 7819,783573408,Existing Customer,42,F,4,College,Single,$40K - $60K,Blue,36,3,1,2,2575.0,2136,439.0,0.722,5267 7820,709641933,Existing Customer,42,F,3,Graduate,Married,$40K - $60K,Blue,36,3,1,2,3433.0,1869,1564.0,0.838,4504 7821,718755483,Existing Customer,44,M,2,High School,Married,$60K - $80K,Blue,36,3,2,1,7317.0,959,6358.0,0.653,5082 7822,720914358,Existing Customer,46,F,3,Graduate,Married,Less than $40K,Blue,36,3,2,3,4416.0,1333,3083.0,0.631,4894 7823,714811533,Existing Customer,39,M,2,High School,Unknown,$60K - $80K,Blue,32,3,2,2,1715.0,0,1715.0,0.8959999999999999,5910 7824,719898108,Existing Customer,57,F,2,Doctorate,Married,$40K - $60K,Blue,41,2,3,3,3667.0,809,2858.0,0.778,5322 7825,720719883,Attrited Customer,54,F,1,Graduate,Single,Unknown,Blue,41,3,3,3,1874.0,0,1874.0,0.8059999999999999,2535 7826,780338733,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,37,2,1,2,1438.3,491,947.3,0.73,5102 7827,709810458,Existing Customer,56,F,0,Unknown,Single,Less than $40K,Blue,44,3,2,0,1579.0,768,811.0,0.888,4241 7828,821356083,Existing Customer,54,F,3,Uneducated,Married,$40K - $60K,Blue,49,3,1,3,1626.0,0,1626.0,0.664,4830 7829,793428408,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,44,2,2,1,1596.0,1185,411.0,0.687,5235 7830,746453583,Existing Customer,56,F,1,Unknown,Married,$40K - $60K,Blue,49,2,2,2,2604.0,1395,1209.0,0.528,4498 7831,771799008,Existing Customer,61,F,1,Graduate,Married,Unknown,Blue,50,3,3,1,3359.0,1405,1954.0,0.684,4871 7832,719075883,Existing Customer,38,F,3,High School,Married,$40K - $60K,Blue,27,2,3,3,2363.0,2033,330.0,0.498,3904 7833,714986583,Existing Customer,55,F,4,Uneducated,Single,Less than $40K,Blue,46,3,2,2,4978.0,923,4055.0,0.883,5025 7834,753233733,Existing Customer,38,M,1,Graduate,Single,$80K - $120K,Blue,29,3,3,3,2155.0,1290,865.0,0.718,3781 7835,806914158,Attrited Customer,38,F,4,Graduate,Married,$40K - $60K,Blue,33,4,3,1,4047.0,0,4047.0,0.648,2134 7836,812671758,Attrited Customer,47,F,5,Doctorate,Married,Unknown,Blue,42,3,5,3,4345.0,2176,2169.0,0.752,2458 7837,789191358,Existing Customer,55,M,4,Graduate,Single,$80K - $120K,Blue,44,2,3,2,1854.0,794,1060.0,0.614,4035 7838,772111083,Existing Customer,50,M,1,High School,Married,$80K - $120K,Blue,39,3,3,2,5384.0,1396,3988.0,0.7559999999999999,4338 7839,714961383,Existing Customer,48,F,3,Uneducated,Single,Less than $40K,Blue,36,3,3,3,1438.3,965,473.3,0.544,4182 7840,817288458,Existing Customer,33,F,2,Graduate,Single,Less than $40K,Blue,19,3,2,3,5141.0,1737,3404.0,0.985,5859 7841,719163108,Existing Customer,44,M,3,Graduate,Married,$120K +,Blue,31,2,2,3,3977.0,1325,2652.0,0.769,4076 7842,713922183,Existing Customer,52,M,2,Uneducated,Single,$120K +,Blue,36,3,2,1,2507.0,1259,1248.0,0.85,4461 7843,716443608,Existing Customer,46,F,3,Unknown,Unknown,Less than $40K,Blue,36,2,3,1,7199.0,1235,5964.0,0.83,4050 7844,827953683,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Blue,37,1,2,1,3786.0,1171,2615.0,0.6970000000000001,5369 7845,789678483,Existing Customer,50,F,2,High School,Married,Less than $40K,Silver,37,1,3,2,13384.0,0,13384.0,0.696,4773 7846,793630083,Attrited Customer,39,M,2,High School,Single,$120K +,Blue,33,1,3,4,1726.0,1476,250.0,0.371,1804 7847,756306183,Existing Customer,42,F,1,College,Married,Less than $40K,Blue,35,2,1,3,2873.0,2517,356.0,0.8029999999999999,4897 7848,736893108,Existing Customer,33,F,2,Doctorate,Single,Less than $40K,Blue,26,2,3,2,1438.3,0,1438.3,0.613,4196 7849,712900308,Attrited Customer,44,F,2,College,Single,Less than $40K,Blue,34,4,3,3,1751.0,0,1751.0,0.506,2078 7850,798045708,Existing Customer,42,F,5,Graduate,Married,$40K - $60K,Blue,36,2,1,1,7434.0,0,7434.0,0.63,4182 7851,715657833,Existing Customer,52,F,3,Unknown,Single,Less than $40K,Blue,41,2,3,2,1438.3,787,651.3,0.601,4956 7852,712111608,Existing Customer,59,F,2,Post-Graduate,Single,Less than $40K,Blue,54,1,1,3,1438.3,0,1438.3,0.61,4919 7853,711792783,Existing Customer,45,F,3,Unknown,Divorced,$40K - $60K,Blue,26,1,1,2,2032.0,1195,837.0,0.642,4479 7854,716067333,Existing Customer,61,M,0,Graduate,Married,Unknown,Blue,36,2,3,3,6959.0,945,6014.0,0.816,4553 7855,780660183,Attrited Customer,43,F,4,High School,Divorced,Less than $40K,Blue,32,2,3,2,8203.0,0,8203.0,0.691,2613 7856,720761208,Attrited Customer,59,M,1,College,Single,$120K +,Blue,47,2,4,2,4789.0,357,4432.0,0.7979999999999999,2496 7857,788794758,Attrited Customer,46,M,4,Graduate,Single,$40K - $60K,Blue,28,2,2,4,2979.0,0,2979.0,0.644,2061 7858,711150333,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,31,5,3,2,2391.0,0,2391.0,0.669,2857 7859,714418158,Existing Customer,63,F,0,Uneducated,Single,Less than $40K,Blue,56,2,2,2,7264.0,851,6413.0,0.8140000000000001,3527 7860,713634108,Existing Customer,45,F,3,Graduate,Single,Unknown,Blue,36,1,2,2,4348.0,1830,2518.0,1.036,4293 7861,717231558,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,43,2,2,2,3002.0,1446,1556.0,0.815,4851 7862,711589758,Existing Customer,42,M,5,High School,Married,$60K - $80K,Blue,32,1,2,2,4162.0,1641,2521.0,0.7190000000000001,3967 7863,787481208,Existing Customer,46,F,1,Unknown,Unknown,Less than $40K,Blue,34,1,3,1,2762.0,1793,969.0,0.9009999999999999,5006 7864,715516458,Attrited Customer,42,F,1,High School,Married,$40K - $60K,Blue,36,5,3,2,2705.0,2430,275.0,0.698,2602 7865,714998508,Existing Customer,53,M,3,Uneducated,Married,$120K +,Blue,36,2,2,0,3742.0,1454,2288.0,0.894,5326 7866,713328108,Existing Customer,60,F,1,College,Married,Less than $40K,Blue,36,2,2,2,1671.0,1047,624.0,0.727,5189 7867,716229108,Existing Customer,55,F,3,College,Divorced,Less than $40K,Blue,46,2,3,3,3282.0,2262,1020.0,0.653,4674 7868,820925433,Existing Customer,50,F,2,Post-Graduate,Single,Less than $40K,Blue,45,2,3,2,1529.0,710,819.0,0.657,4751 7869,816129258,Existing Customer,34,F,2,Post-Graduate,Single,Less than $40K,Blue,29,2,3,3,2509.0,1897,612.0,0.938,4837 7870,808903308,Attrited Customer,54,F,1,Unknown,Married,$40K - $60K,Blue,49,4,3,6,2471.0,0,2471.0,0.722,2519 7871,713809833,Existing Customer,42,F,3,Graduate,Unknown,Unknown,Blue,32,2,3,2,9749.0,859,8890.0,0.584,4684 7872,713542008,Existing Customer,48,F,3,High School,Unknown,Less than $40K,Blue,37,1,2,3,1438.3,0,1438.3,0.584,4236 7873,717385083,Existing Customer,46,M,3,High School,Married,$120K +,Blue,35,2,2,3,4916.0,1122,3794.0,0.659,4813 7874,708652908,Existing Customer,47,F,5,Uneducated,Married,Less than $40K,Blue,36,1,6,1,2291.0,1419,872.0,0.725,4498 7875,715644633,Existing Customer,42,F,3,Graduate,Single,$40K - $60K,Blue,34,1,2,1,1528.0,820,708.0,0.9079999999999999,5212 7876,708761733,Existing Customer,52,F,3,High School,Married,Unknown,Blue,36,2,2,2,8279.0,1582,6697.0,0.76,4419 7877,714600258,Existing Customer,45,M,2,Post-Graduate,Married,$60K - $80K,Blue,36,1,2,2,5945.0,2015,3930.0,0.815,3645 7878,823566408,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,2,2,1,1438.3,0,1438.3,0.773,4625 7879,713373708,Attrited Customer,54,F,3,Unknown,Single,Less than $40K,Blue,36,2,3,3,1857.0,0,1857.0,0.488,2464 7880,708307533,Existing Customer,42,M,2,Uneducated,Married,$60K - $80K,Blue,30,1,2,3,3086.0,0,3086.0,0.8079999999999999,4129 7881,820085808,Existing Customer,54,F,3,Graduate,Married,Less than $40K,Blue,49,1,1,2,2598.0,1343,1255.0,0.637,4692 7882,716685033,Existing Customer,38,F,1,High School,Married,$40K - $60K,Blue,19,1,1,2,5559.0,1600,3959.0,0.716,5344 7883,713063958,Existing Customer,51,M,1,Graduate,Single,$80K - $120K,Blue,39,1,1,3,7562.0,1080,6482.0,0.561,5010 7884,708371733,Existing Customer,41,F,3,High School,Married,Less than $40K,Blue,15,1,1,2,4662.0,0,4662.0,0.6609999999999999,4931 7885,780277458,Existing Customer,52,F,2,Graduate,Single,Less than $40K,Blue,38,2,2,3,2904.0,2517,387.0,0.586,4503 7886,797232183,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,36,2,1,1,2676.0,1962,714.0,0.6679999999999999,5020 7887,720789933,Existing Customer,46,F,4,Graduate,Married,Unknown,Blue,32,2,1,1,5798.0,680,5118.0,0.708,5027 7888,808281483,Existing Customer,46,F,2,Unknown,Single,Less than $40K,Blue,41,2,3,3,2665.0,2157,508.0,0.637,4249 7889,712968708,Existing Customer,55,F,1,High School,Single,$40K - $60K,Blue,47,2,3,1,2343.0,1780,563.0,0.792,5167 7890,711263058,Existing Customer,29,F,1,Unknown,Single,Less than $40K,Blue,36,1,1,2,2763.0,1879,884.0,0.701,4660 7891,788813658,Existing Customer,62,F,0,Graduate,Single,Unknown,Blue,45,2,2,3,10503.0,0,10503.0,0.8859999999999999,4755 7892,721444758,Existing Customer,47,F,2,College,Married,Less than $40K,Blue,36,1,3,3,2780.0,2216,564.0,0.826,4980 7893,711448983,Attrited Customer,47,F,2,Graduate,Married,Less than $40K,Blue,34,2,2,2,2234.0,2024,210.0,0.7170000000000001,2313 7894,712664658,Attrited Customer,35,F,1,Graduate,Single,Less than $40K,Blue,30,2,2,2,1649.0,0,1649.0,0.6829999999999999,2549 7895,714237033,Attrited Customer,42,F,4,Uneducated,Married,Unknown,Blue,36,6,2,3,5557.0,2246,3311.0,0.518,2299 7896,718370733,Existing Customer,48,F,2,Uneducated,Married,Unknown,Blue,35,2,3,3,6074.0,0,6074.0,0.782,4504 7897,713726958,Attrited Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,21,5,2,2,1728.0,0,1728.0,0.41,2191 7898,794160408,Existing Customer,46,F,3,Graduate,Married,Unknown,Blue,40,1,1,1,3044.0,1973,1071.0,0.946,4747 7899,716009883,Existing Customer,41,F,1,Graduate,Single,$40K - $60K,Blue,28,1,3,1,8482.0,585,7897.0,0.624,4245 7900,711873033,Attrited Customer,35,F,3,Unknown,Single,Unknown,Blue,29,4,2,3,1438.3,0,1438.3,0.748,2549 7901,712715208,Attrited Customer,52,M,1,High School,Single,$80K - $120K,Blue,44,1,3,2,3770.0,0,3770.0,0.544,2387 7902,778899708,Attrited Customer,56,F,2,Unknown,Single,$40K - $60K,Blue,37,2,2,3,2963.0,0,2963.0,0.902,2919 7903,771865908,Attrited Customer,48,F,2,Graduate,Single,Unknown,Blue,37,4,2,3,11750.0,487,11263.0,0.772,2532 7904,716273133,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,36,2,2,3,1593.0,0,1593.0,0.61,4853 7905,709927458,Existing Customer,38,M,3,Graduate,Single,$40K - $60K,Blue,20,1,3,3,10486.0,1544,8942.0,0.716,4042 7906,715162608,Attrited Customer,48,F,2,Graduate,Single,Less than $40K,Blue,41,4,2,3,2168.0,1323,845.0,0.687,2499 7907,719862258,Existing Customer,38,F,2,Uneducated,Single,Unknown,Blue,28,2,3,3,5666.0,1393,4273.0,0.84,5015 7908,788719533,Existing Customer,53,M,4,Post-Graduate,Married,$80K - $120K,Blue,34,1,2,3,13679.0,0,13679.0,0.9079999999999999,4060 7909,715566408,Existing Customer,45,F,3,Doctorate,Married,Less than $40K,Blue,36,1,2,2,2143.0,1479,664.0,0.708,4404 7910,717359208,Existing Customer,57,F,0,College,Married,Less than $40K,Blue,47,2,3,1,4945.0,1779,3166.0,0.536,4037 7911,721410858,Existing Customer,54,F,4,High School,Single,Less than $40K,Blue,36,1,3,0,1921.0,1334,587.0,0.6940000000000001,4512 7912,779420583,Existing Customer,45,F,4,Graduate,Single,Less than $40K,Blue,33,2,1,3,3001.0,2055,946.0,0.838,4662 7913,714222183,Existing Customer,38,F,3,Graduate,Single,$40K - $60K,Blue,36,1,1,1,2132.0,1084,1048.0,0.767,4874 7914,709079883,Attrited Customer,45,F,4,Doctorate,Married,Less than $40K,Blue,36,5,3,3,1663.0,1012,651.0,0.8859999999999999,2729 7915,721406658,Attrited Customer,32,F,0,Unknown,Divorced,Less than $40K,Blue,36,6,3,3,1732.0,0,1732.0,0.6829999999999999,2479 7916,713782608,Existing Customer,46,F,4,Graduate,Single,$40K - $60K,Blue,36,1,3,1,2652.0,2386,266.0,0.7659999999999999,5329 7917,720236433,Existing Customer,41,M,4,College,Married,$80K - $120K,Blue,22,1,2,3,5037.0,1670,3367.0,0.787,4379 7918,785106933,Existing Customer,51,F,1,Unknown,Single,Unknown,Blue,45,2,2,3,6519.0,2178,4341.0,0.7390000000000001,4505 7919,716673258,Existing Customer,60,F,1,Unknown,Single,Less than $40K,Blue,36,1,1,3,2347.0,1488,859.0,0.621,3977 7920,708341958,Existing Customer,31,F,1,College,Divorced,Less than $40K,Blue,21,2,2,3,2061.0,1904,157.0,0.7859999999999999,4480 7921,797150733,Attrited Customer,44,M,3,Unknown,Single,$40K - $60K,Blue,38,5,2,2,1643.0,0,1643.0,0.6,1754 7922,718279983,Existing Customer,49,F,1,College,Married,Unknown,Blue,36,1,3,2,5039.0,2489,2550.0,0.875,4770 7923,718548558,Existing Customer,53,F,3,Unknown,Single,Less than $40K,Blue,42,1,1,3,2915.0,2041,874.0,0.927,4272 7924,780360558,Existing Customer,33,F,1,Graduate,Married,Less than $40K,Blue,20,2,2,2,1507.0,0,1507.0,0.723,4698 7925,715012833,Existing Customer,46,F,1,High School,Married,Less than $40K,Blue,36,1,3,3,3073.0,2517,556.0,0.841,4858 7926,772388508,Existing Customer,43,F,3,Graduate,Married,Unknown,Blue,32,2,3,3,8314.0,1349,6965.0,0.531,5028 7927,788199858,Existing Customer,42,F,3,High School,Unknown,Unknown,Blue,34,1,3,1,2798.0,1049,1749.0,0.89,5758 7928,769578108,Existing Customer,40,M,4,Unknown,Single,$60K - $80K,Blue,26,2,2,3,20929.0,1652,19277.0,0.523,4001 7929,719843958,Existing Customer,46,M,2,Graduate,Married,$120K +,Blue,34,2,3,3,1754.0,894,860.0,0.691,4874 7930,767197983,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,45,1,1,1,4209.0,0,4209.0,0.856,5938 7931,711874833,Existing Customer,45,M,3,College,Divorced,$40K - $60K,Blue,37,1,3,2,2449.0,0,2449.0,0.706,5497 7932,714930333,Attrited Customer,39,M,3,College,Married,$80K - $120K,Blue,30,2,3,3,4618.0,0,4618.0,0.7170000000000001,2476 7933,720989133,Existing Customer,41,F,2,College,Married,Less than $40K,Blue,36,2,1,2,1654.0,1093,561.0,0.65,4596 7934,720893958,Existing Customer,49,F,4,Uneducated,Single,Less than $40K,Blue,36,1,3,3,1544.0,999,545.0,0.7859999999999999,4215 7935,769709058,Existing Customer,60,M,1,Uneducated,Single,$60K - $80K,Blue,54,1,2,1,3618.0,972,2646.0,0.578,4228 7936,711005583,Existing Customer,37,M,3,High School,Single,$80K - $120K,Blue,24,1,2,3,3437.0,1064,2373.0,0.851,5110 7937,826548708,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Blue,46,2,3,2,5965.0,622,5343.0,0.728,4637 7938,711093408,Existing Customer,46,F,2,Doctorate,Married,Less than $40K,Blue,33,2,3,1,2644.0,1517,1127.0,0.721,4815 7939,712831908,Existing Customer,59,F,1,College,Married,$40K - $60K,Blue,49,2,2,1,3481.0,603,2878.0,0.6920000000000001,4556 7940,780222408,Existing Customer,49,F,5,Graduate,Unknown,Less than $40K,Blue,36,1,3,2,3272.0,2085,1187.0,0.41700000000000004,4444 7941,714181008,Existing Customer,35,F,0,Graduate,Married,Less than $40K,Blue,36,1,2,2,3019.0,1462,1557.0,0.718,4509 7942,772346358,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,41,2,1,2,1801.0,0,1801.0,0.516,5047 7943,717489033,Attrited Customer,27,F,0,High School,Single,Less than $40K,Blue,18,6,1,4,1438.3,0,1438.3,0.7809999999999999,2641 7944,710969433,Existing Customer,41,F,1,Uneducated,Married,Less than $40K,Blue,31,2,2,2,2909.0,1201,1708.0,0.7290000000000001,4230 7945,715807383,Existing Customer,45,F,4,Post-Graduate,Single,$40K - $60K,Blue,36,1,3,3,4688.0,0,4688.0,0.593,5248 7946,711807333,Existing Customer,37,F,2,College,Single,Less than $40K,Blue,26,1,1,2,1438.3,0,1438.3,0.5870000000000001,3948 7947,816086508,Existing Customer,47,F,2,Unknown,Married,Less than $40K,Blue,42,1,3,3,1438.3,0,1438.3,0.677,4624 7948,714424533,Attrited Customer,41,F,4,Graduate,Married,Less than $40K,Blue,36,6,2,2,1655.0,0,1655.0,0.496,2156 7949,779536233,Existing Customer,47,F,4,Graduate,Divorced,$40K - $60K,Blue,30,1,1,1,1438.3,601,837.3,1.0,4669 7950,710794983,Existing Customer,41,F,3,High School,Single,Unknown,Blue,32,2,1,1,4745.0,1157,3588.0,0.965,4705 7951,779890833,Existing Customer,51,F,2,High School,Divorced,Less than $40K,Blue,36,2,1,1,1438.3,0,1438.3,0.765,4866 7952,779837808,Existing Customer,53,F,2,High School,Married,$40K - $60K,Blue,37,1,4,3,5182.0,2500,2682.0,0.8690000000000001,5012 7953,713748708,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,37,1,2,4,1438.3,0,1438.3,0.35,1757 7954,709123908,Existing Customer,43,F,2,Graduate,Married,$40K - $60K,Blue,36,2,3,2,4287.0,0,4287.0,0.807,4874 7955,816476658,Attrited Customer,54,F,2,Unknown,Married,Unknown,Blue,49,2,4,3,1812.0,1798,14.0,0.735,2921 7956,743800833,Existing Customer,53,F,3,College,Married,$40K - $60K,Blue,46,2,1,1,2304.0,1144,1160.0,0.772,4505 7957,806415183,Existing Customer,51,F,0,Doctorate,Married,Unknown,Blue,46,1,3,3,13623.0,1432,12191.0,0.594,4534 7958,794054058,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,44,1,1,1,2765.0,0,2765.0,0.465,4010 7959,771907158,Existing Customer,54,M,5,Unknown,Married,$120K +,Blue,42,1,1,3,3731.0,1903,1828.0,0.915,4667 7960,815789883,Existing Customer,46,F,3,College,Single,Less than $40K,Blue,41,1,3,2,2485.0,861,1624.0,0.5660000000000001,4728 7961,712177908,Existing Customer,50,F,4,College,Single,Less than $40K,Blue,36,1,3,1,2446.0,1763,683.0,0.598,4310 7962,711234783,Attrited Customer,44,F,4,Unknown,Married,Less than $40K,Blue,28,5,2,3,2020.0,0,2020.0,0.716,2621 7963,793379058,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,42,2,2,1,2214.0,1025,1189.0,0.5670000000000001,5084 7964,720480183,Existing Customer,45,F,3,Unknown,Divorced,Less than $40K,Blue,34,1,2,1,1811.0,787,1024.0,0.585,4882 7965,712974558,Existing Customer,56,F,2,College,Single,Less than $40K,Blue,43,1,3,1,5254.0,0,5254.0,0.6509999999999999,4546 7966,717409533,Attrited Customer,36,F,2,Post-Graduate,Single,Less than $40K,Blue,26,1,2,3,1821.0,1486,335.0,0.8270000000000001,2824 7967,712200033,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,36,1,3,3,3024.0,0,3024.0,0.75,4983 7968,713563383,Existing Customer,50,F,3,Unknown,Single,Less than $40K,Blue,36,1,3,3,1930.0,952,978.0,0.67,3862 7969,802795608,Existing Customer,54,F,2,High School,Single,Less than $40K,Blue,48,1,3,2,1517.0,556,961.0,0.622,4981 7970,787452333,Attrited Customer,39,F,1,High School,Married,Less than $40K,Blue,25,2,2,1,2024.0,0,2024.0,0.8009999999999999,2870 7971,709520058,Attrited Customer,53,M,5,Uneducated,Married,$120K +,Blue,38,4,2,2,19138.0,0,19138.0,0.48200000000000004,2028 7972,819690933,Existing Customer,56,M,1,Graduate,Single,$80K - $120K,Blue,51,2,3,1,16835.0,897,15938.0,0.767,4059 7973,820694133,Attrited Customer,60,F,0,High School,Married,Unknown,Blue,55,4,1,3,5549.0,0,5549.0,0.703,2412 7974,711800658,Attrited Customer,42,F,3,High School,Single,Less than $40K,Blue,36,2,3,3,2145.0,0,2145.0,0.5770000000000001,2465 7975,717722958,Existing Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,36,1,3,2,4654.0,1349,3305.0,0.81,4277 7976,712279683,Attrited Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,36,2,3,3,9114.0,0,9114.0,0.654,2740 7977,716606733,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,18,2,2,3,3043.0,2054,989.0,0.735,4833 7978,716060358,Existing Customer,53,F,2,Graduate,Married,$40K - $60K,Blue,45,2,2,2,4621.0,913,3708.0,0.917,4952 7979,709158333,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,28,2,2,1,2758.0,461,2297.0,0.58,4244 7980,721113333,Existing Customer,54,F,0,Graduate,Married,Less than $40K,Blue,36,1,2,3,1740.0,0,1740.0,0.8109999999999999,4751 7981,712620858,Existing Customer,34,F,4,Doctorate,Married,Unknown,Blue,36,1,2,2,7744.0,1804,5940.0,0.9420000000000001,4572 7982,712855683,Existing Customer,50,F,2,Post-Graduate,Married,Less than $40K,Blue,36,1,2,2,3350.0,1335,2015.0,0.7809999999999999,4906 7983,715463133,Existing Customer,40,M,5,High School,Single,$120K +,Blue,31,1,1,3,34516.0,1427,33089.0,0.706,3699 7984,716551533,Existing Customer,47,F,1,High School,Single,Unknown,Blue,36,2,1,3,2874.0,2201,673.0,0.718,4779 7985,771220758,Existing Customer,40,F,3,Doctorate,Single,Unknown,Blue,27,1,1,2,2896.0,2100,796.0,0.728,4614 7986,709920258,Existing Customer,41,F,3,Graduate,Divorced,$40K - $60K,Blue,28,1,1,3,9294.0,1764,7530.0,1.026,4531 7987,708959583,Existing Customer,47,M,2,High School,Married,$60K - $80K,Blue,39,1,2,2,9389.0,727,8662.0,0.5329999999999999,3415 7988,712510833,Existing Customer,44,M,3,College,Married,$40K - $60K,Blue,30,2,3,3,9317.0,847,8470.0,0.765,4121 7989,710840433,Existing Customer,34,M,1,College,Unknown,$40K - $60K,Blue,20,2,1,3,7452.0,1656,5796.0,0.6,3339 7990,712853358,Attrited Customer,39,F,3,High School,Unknown,Less than $40K,Blue,36,2,3,2,1817.0,0,1817.0,0.583,2216 7991,788502858,Existing Customer,58,M,3,High School,Single,$80K - $120K,Blue,51,2,2,1,10021.0,1952,8069.0,0.6990000000000001,4431 7992,721139808,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,36,1,2,1,2344.0,1081,1263.0,0.619,3889 7993,711375558,Existing Customer,48,F,2,Uneducated,Single,$40K - $60K,Blue,34,2,3,1,3072.0,1734,1338.0,0.754,4540 7994,713798958,Existing Customer,38,F,3,Unknown,Single,Less than $40K,Blue,36,2,3,1,1946.0,1430,516.0,0.564,4643 7995,709362033,Attrited Customer,52,F,1,Graduate,Married,Less than $40K,Blue,42,1,5,3,1471.0,0,1471.0,0.624,2253 7996,719860308,Attrited Customer,42,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,3,1438.3,0,1438.3,0.6629999999999999,2418 7997,714443058,Attrited Customer,43,F,4,College,Married,Less than $40K,Blue,28,5,2,4,1484.0,0,1484.0,0.2,1664 7998,716315508,Attrited Customer,37,F,3,Post-Graduate,Married,$40K - $60K,Blue,36,2,2,5,3233.0,2517,716.0,0.0,1339 7999,717651333,Existing Customer,55,F,2,Graduate,Single,Less than $40K,Blue,43,1,3,1,1745.0,1168,577.0,0.701,4562 8000,798489258,Existing Customer,59,F,1,Uneducated,Divorced,Unknown,Blue,53,1,3,1,3709.0,1197,2512.0,0.8240000000000001,5557 8001,710742408,Existing Customer,53,F,2,College,Married,Less than $40K,Blue,43,2,1,3,2160.0,2057,103.0,0.858,4518 8002,812089383,Existing Customer,41,M,5,Unknown,Single,$80K - $120K,Blue,36,1,2,3,1438.3,892,546.3,0.79,4426 8003,711968358,Existing Customer,55,F,4,Graduate,Single,Less than $40K,Blue,44,1,2,1,2638.0,1423,1215.0,0.551,4153 8004,794227308,Existing Customer,56,M,2,College,Married,$80K - $120K,Blue,50,1,1,3,10214.0,1433,8781.0,0.64,4493 8005,719845908,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,36,2,1,3,3240.0,0,3240.0,0.812,4803 8006,716851908,Existing Customer,58,F,5,Unknown,Married,$40K - $60K,Blue,47,1,3,3,2038.0,1099,939.0,0.809,4784 8007,720599658,Existing Customer,49,M,1,Unknown,Married,$40K - $60K,Blue,36,2,2,1,1438.3,0,1438.3,0.57,5104 8008,720401658,Attrited Customer,53,F,3,Graduate,Single,Less than $40K,Blue,34,5,3,5,1438.3,1030,408.3,0.609,1985 8009,827442858,Existing Customer,56,M,3,High School,Divorced,$80K - $120K,Blue,52,2,3,1,8111.0,2051,6060.0,0.9990000000000001,3719 8010,779034708,Existing Customer,60,F,0,Doctorate,Married,Unknown,Blue,41,1,3,1,10730.0,970,9760.0,0.645,4939 8011,718806783,Attrited Customer,46,F,3,Uneducated,Married,Unknown,Blue,36,2,3,1,2872.0,357,2515.0,0.8690000000000001,2629 8012,714484008,Attrited Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,31,4,3,2,1567.0,0,1567.0,0.424,2138 8013,719176308,Attrited Customer,43,M,3,College,Divorced,$80K - $120K,Blue,32,6,3,2,7278.0,0,7278.0,0.618,2120 8014,769662033,Existing Customer,45,F,2,College,Unknown,Less than $40K,Blue,29,2,2,3,1438.3,0,1438.3,0.7290000000000001,5025 8015,721020858,Existing Customer,34,F,1,College,Single,Unknown,Blue,20,2,2,2,3190.0,1959,1231.0,0.622,4220 8016,714630858,Attrited Customer,36,F,1,Uneducated,Unknown,Less than $40K,Blue,36,2,3,2,1470.0,458,1012.0,0.5429999999999999,2383 8017,710838108,Existing Customer,45,M,2,Graduate,Married,$80K - $120K,Blue,36,1,4,1,3081.0,2517,564.0,0.5720000000000001,4317 8018,712662783,Attrited Customer,43,F,2,College,Married,Unknown,Blue,36,1,2,6,3793.0,2517,1276.0,0.512,2577 8019,713160258,Existing Customer,54,F,2,Graduate,Married,Less than $40K,Blue,44,1,2,3,3034.0,2033,1001.0,0.642,4349 8020,778163508,Existing Customer,37,F,2,High School,Married,Unknown,Blue,27,2,1,2,5245.0,1044,4201.0,0.6729999999999999,4938 8021,713785608,Existing Customer,49,F,1,Doctorate,Single,Less than $40K,Blue,40,1,2,3,2960.0,0,2960.0,0.9620000000000001,4918 8022,779905008,Attrited Customer,54,F,4,Graduate,Unknown,$40K - $60K,Blue,38,2,2,1,1779.0,0,1779.0,0.856,2660 8023,789491058,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,34,2,3,1,1620.0,0,1620.0,0.73,4570 8024,793736958,Existing Customer,49,M,3,High School,Single,$120K +,Blue,43,1,2,1,21680.0,1587,20093.0,0.605,4410 8025,720961383,Attrited Customer,47,F,3,Uneducated,Single,Unknown,Blue,36,2,3,4,2952.0,0,2952.0,0.82,2907 8026,714202008,Attrited Customer,53,F,2,High School,Married,Less than $40K,Blue,36,6,3,2,3918.0,2517,1401.0,0.47,2115 8027,721479108,Existing Customer,52,M,1,Uneducated,Single,$120K +,Blue,41,1,1,3,12764.0,0,12764.0,0.71,3332 8028,715549158,Existing Customer,29,F,1,Graduate,Married,Less than $40K,Blue,36,2,2,0,1438.3,0,1438.3,0.7340000000000001,4769 8029,710308983,Existing Customer,50,F,3,Graduate,Unknown,Less than $40K,Blue,39,1,1,3,3287.0,2517,770.0,0.586,4148 8030,710981583,Existing Customer,44,F,5,Unknown,Single,$40K - $60K,Blue,36,2,1,2,3891.0,1015,2876.0,0.755,5131 8031,712704933,Attrited Customer,49,F,4,High School,Unknown,$40K - $60K,Blue,43,4,3,3,4048.0,0,4048.0,0.601,2227 8032,716165508,Existing Customer,51,M,2,Uneducated,Married,$60K - $80K,Blue,40,2,1,1,3559.0,0,3559.0,0.585,4498 8033,710630583,Existing Customer,47,M,3,High School,Single,$60K - $80K,Blue,39,2,1,1,2843.0,1752,1091.0,0.624,3738 8034,709571958,Existing Customer,58,F,2,Graduate,Single,Less than $40K,Blue,47,1,1,2,2127.0,0,2127.0,0.735,4401 8035,790115358,Existing Customer,39,F,2,Unknown,Single,Less than $40K,Blue,32,2,1,2,4325.0,2418,1907.0,0.7959999999999999,4588 8036,715904433,Attrited Customer,42,F,4,College,Married,$40K - $60K,Blue,34,1,3,2,1695.0,0,1695.0,0.45299999999999996,2055 8037,709078908,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,32,1,2,3,2648.0,1539,1109.0,0.94,4926 8038,717541308,Existing Customer,61,F,2,Graduate,Single,Less than $40K,Blue,45,2,2,3,2602.0,1441,1161.0,0.7040000000000001,4838 8039,779916408,Existing Customer,39,F,4,Graduate,Single,Unknown,Blue,23,1,3,2,1811.0,0,1811.0,0.835,4934 8040,714979383,Existing Customer,56,M,3,Graduate,Single,$60K - $80K,Blue,46,1,2,2,1891.0,1134,757.0,0.636,5255 8041,711691608,Attrited Customer,46,F,4,Graduate,Single,Less than $40K,Blue,36,2,3,3,2881.0,2450,431.0,0.629,2450 8042,788930358,Existing Customer,42,F,4,College,Single,$40K - $60K,Blue,28,2,2,2,2827.0,1896,931.0,0.7390000000000001,3891 8043,716351208,Existing Customer,48,F,3,Uneducated,Married,Less than $40K,Blue,38,1,3,2,4095.0,2517,1578.0,0.57,4175 8044,708266883,Attrited Customer,34,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,3,1666.0,0,1666.0,0.713,2312 8045,718858683,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,2,1438.3,0,1438.3,0.665,4511 8046,771617883,Existing Customer,54,F,2,High School,Single,$40K - $60K,Blue,42,1,2,2,2205.0,1313,892.0,0.929,4904 8047,718001508,Existing Customer,41,F,3,Graduate,Married,Less than $40K,Blue,29,1,1,2,2890.0,2150,740.0,0.657,4377 8048,708995283,Existing Customer,50,F,1,Graduate,Unknown,Unknown,Blue,36,1,1,3,10417.0,2290,8127.0,1.122,4871 8049,721173183,Existing Customer,57,F,2,Uneducated,Married,Unknown,Blue,43,2,1,2,2363.0,1876,487.0,0.795,4984 8050,711102858,Attrited Customer,48,F,2,Doctorate,Single,Unknown,Blue,36,4,2,3,3137.0,860,2277.0,0.304,1618 8051,711722808,Attrited Customer,51,F,4,Graduate,Single,Less than $40K,Blue,44,5,3,3,1483.0,0,1483.0,0.7070000000000001,2520 8052,787466808,Existing Customer,35,F,0,Unknown,Married,Less than $40K,Blue,22,2,2,3,3009.0,2517,492.0,0.735,5329 8053,716116383,Existing Customer,45,F,1,Unknown,Married,Less than $40K,Blue,36,1,2,1,5087.0,2517,2570.0,0.765,4682 8054,713257083,Existing Customer,46,F,4,Unknown,Married,$40K - $60K,Blue,36,1,3,1,1925.0,1202,723.0,0.518,4343 8055,772661808,Existing Customer,56,M,3,Graduate,Married,$120K +,Blue,46,2,1,2,7234.0,2055,5179.0,0.703,5051 8056,713382558,Existing Customer,57,F,3,College,Single,Less than $40K,Blue,42,1,1,2,2063.0,953,1110.0,0.868,4304 8057,717596883,Existing Customer,58,F,0,Graduate,Single,$40K - $60K,Blue,39,4,3,2,5530.0,1233,4297.0,0.8590000000000001,5270 8058,712993008,Existing Customer,58,F,1,Unknown,Single,Less than $40K,Blue,48,4,3,1,3819.0,1882,1937.0,0.809,4533 8059,824763783,Existing Customer,59,F,0,College,Single,Less than $40K,Blue,55,2,2,3,2645.0,1127,1518.0,0.623,4251 8060,771730758,Existing Customer,51,F,1,High School,Single,Unknown,Blue,39,4,3,2,5448.0,0,5448.0,1.011,4443 8061,780265458,Existing Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,42,4,2,2,3495.0,1427,2068.0,0.563,4466 8062,714256758,Existing Customer,50,M,2,Unknown,Single,$60K - $80K,Blue,36,3,1,1,8074.0,0,8074.0,0.528,4347 8063,710292333,Attrited Customer,44,F,3,High School,Married,Unknown,Blue,36,3,3,4,7772.0,0,7772.0,0.8959999999999999,2618 8064,712171158,Existing Customer,42,F,2,High School,Married,Less than $40K,Blue,30,6,1,1,3124.0,0,3124.0,0.879,4986 8065,787339158,Attrited Customer,56,M,1,Graduate,Married,$80K - $120K,Blue,50,3,6,3,8688.0,0,8688.0,0.426,2361 8066,788782008,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Gold,30,4,3,2,15987.0,0,15987.0,0.6579999999999999,4146 8067,714848958,Attrited Customer,47,F,2,Graduate,Single,Less than $40K,Gold,37,6,2,1,15109.0,897,14212.0,0.494,2315 8068,714987633,Existing Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,36,2,2,3,4953.0,2039,2914.0,0.68,4026 8069,717684858,Existing Customer,50,M,3,Uneducated,Single,$120K +,Blue,38,6,3,3,22304.0,1333,20971.0,0.46299999999999997,5002 8070,767376483,Existing Customer,27,F,1,College,Married,Less than $40K,Blue,20,5,3,3,1893.0,0,1893.0,0.691,5176 8071,709901058,Existing Customer,38,M,1,High School,Single,$40K - $60K,Blue,30,2,2,1,2232.0,1163,1069.0,0.557,4185 8072,823149483,Existing Customer,52,F,1,Post-Graduate,Single,$40K - $60K,Blue,48,1,5,3,1766.0,0,1766.0,0.769,4643 8073,780073158,Existing Customer,59,M,0,High School,Single,Less than $40K,Blue,44,2,1,1,3790.0,1149,2641.0,0.597,4455 8074,779998083,Existing Customer,33,M,3,High School,Married,$40K - $60K,Blue,23,1,2,3,6392.0,1429,4963.0,0.682,4069 8075,713144208,Attrited Customer,51,F,0,High School,Married,Unknown,Blue,42,1,4,4,9989.0,568,9421.0,0.52,2053 8076,771594783,Attrited Customer,56,F,1,College,Married,Unknown,Blue,44,2,4,4,1438.3,0,1438.3,0.8590000000000001,2264 8077,816613158,Existing Customer,48,F,1,Doctorate,Married,Less than $40K,Blue,43,2,3,1,2559.0,1514,1045.0,0.57,4117 8078,770774133,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Silver,39,1,2,3,34516.0,1198,33318.0,0.615,4826 8079,712300683,Existing Customer,41,F,1,Graduate,Single,Less than $40K,Blue,32,2,2,1,1438.3,0,1438.3,0.8240000000000001,4897 8080,714536208,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,36,1,2,3,2473.0,1675,798.0,0.648,4203 8081,784880958,Existing Customer,34,F,4,Graduate,Single,$40K - $60K,Blue,28,2,3,1,4022.0,1680,2342.0,0.579,3776 8082,713784558,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,36,1,2,3,3510.0,941,2569.0,0.7170000000000001,4833 8083,719305608,Attrited Customer,57,F,3,High School,Single,Less than $40K,Blue,36,4,3,3,2347.0,1900,447.0,0.845,2447 8084,720190083,Attrited Customer,56,F,3,Unknown,Single,Less than $40K,Blue,39,1,3,4,1632.0,0,1632.0,0.621,2509 8085,708323208,Attrited Customer,49,F,3,Uneducated,Married,Less than $40K,Blue,36,4,2,4,1522.0,0,1522.0,0.48200000000000004,2241 8086,781183233,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,25,2,1,1,2085.0,1528,557.0,0.664,3805 8087,718825908,Existing Customer,60,F,1,Doctorate,Single,Unknown,Blue,47,1,1,1,3803.0,1448,2355.0,0.565,4575 8088,716963283,Attrited Customer,47,F,3,Graduate,Unknown,Less than $40K,Blue,38,2,2,3,3165.0,2517,648.0,0.748,2751 8089,714924483,Existing Customer,60,F,1,Unknown,Single,Less than $40K,Blue,46,2,3,2,4628.0,2327,2301.0,0.611,4226 8090,779922183,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,36,2,2,2,2253.0,1981,272.0,0.55,4758 8091,719449533,Attrited Customer,49,F,3,Uneducated,Single,$40K - $60K,Blue,38,1,2,3,2655.0,2283,372.0,0.7509999999999999,2386 8092,712559058,Existing Customer,54,M,0,High School,Single,$80K - $120K,Blue,45,1,3,2,20882.0,1525,19357.0,0.828,4765 8093,717853233,Existing Customer,41,M,2,College,Married,$80K - $120K,Blue,31,1,1,3,3306.0,706,2600.0,0.8140000000000001,4772 8094,790069233,Existing Customer,45,F,3,High School,Divorced,Less than $40K,Blue,37,2,1,2,2052.0,0,2052.0,0.77,4289 8095,794576058,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,26,1,2,3,8480.0,1339,7141.0,0.6679999999999999,4070 8096,779877858,Existing Customer,53,F,2,College,Unknown,Less than $40K,Blue,37,2,3,2,2081.0,1342,739.0,1.06,4428 8097,772334133,Existing Customer,53,F,1,Graduate,Married,Unknown,Blue,42,2,1,3,4637.0,0,4637.0,0.7090000000000001,4583 8098,714139308,Existing Customer,53,M,3,Uneducated,Married,$60K - $80K,Blue,42,2,5,1,1438.3,0,1438.3,0.895,4722 8099,806634783,Existing Customer,38,F,2,College,Married,Less than $40K,Blue,33,1,3,2,3420.0,1405,2015.0,0.843,4267 8100,720101658,Existing Customer,26,F,0,Graduate,Single,Less than $40K,Blue,19,2,1,2,3416.0,1109,2307.0,0.7829999999999999,4614 8101,719925483,Existing Customer,46,M,4,Graduate,Married,$80K - $120K,Blue,36,2,1,1,2171.0,1043,1128.0,0.7,4531 8102,719572833,Existing Customer,57,F,3,Graduate,Unknown,$40K - $60K,Blue,46,2,2,2,2791.0,1550,1241.0,0.672,5440 8103,720729108,Existing Customer,32,F,0,Unknown,Single,Less than $40K,Blue,17,1,2,1,4445.0,1080,3365.0,0.84,5373 8104,819214233,Existing Customer,43,F,3,Graduate,Married,Less than $40K,Blue,38,2,2,2,1530.0,0,1530.0,0.642,5138 8105,718896108,Existing Customer,48,F,3,High School,Unknown,Less than $40K,Blue,36,2,1,1,1438.3,0,1438.3,0.885,5014 8106,713723433,Existing Customer,52,F,4,High School,Single,Less than $40K,Blue,44,1,1,3,5721.0,0,5721.0,0.57,4188 8107,708514383,Existing Customer,38,F,2,College,Married,Unknown,Blue,29,2,1,0,3809.0,1172,2637.0,0.9,4314 8108,716961033,Existing Customer,48,F,3,High School,Single,Less than $40K,Blue,40,1,3,3,3520.0,2149,1371.0,0.539,3630 8109,778819083,Attrited Customer,41,F,2,Doctorate,Married,$40K - $60K,Blue,33,1,3,3,1604.0,0,1604.0,0.644,2264 8110,714773508,Attrited Customer,54,F,1,Graduate,Married,$40K - $60K,Blue,46,6,4,3,1632.0,351,1281.0,0.721,2532 8111,814181433,Existing Customer,46,M,5,College,Married,$40K - $60K,Blue,41,1,3,2,3914.0,1683,2231.0,0.636,4242 8112,711984633,Existing Customer,36,F,3,Graduate,Married,Less than $40K,Blue,27,1,2,3,2328.0,1953,375.0,0.599,4373 8113,710662158,Existing Customer,41,M,4,Unknown,Married,$120K +,Blue,34,1,3,3,34516.0,2517,31999.0,0.434,2051 8114,711356733,Existing Customer,45,F,5,Unknown,Single,Less than $40K,Blue,36,2,2,3,3883.0,847,3036.0,0.951,4667 8115,711456108,Attrited Customer,46,F,4,Unknown,Married,$40K - $60K,Blue,39,5,3,3,1438.3,819,619.3,0.7859999999999999,2488 8116,780727833,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,41,1,4,3,3229.0,2517,712.0,0.622,4526 8117,771471708,Existing Customer,44,F,2,Graduate,Unknown,Less than $40K,Blue,32,2,1,3,3080.0,1776,1304.0,0.973,5097 8118,714320358,Existing Customer,38,F,2,College,Single,Less than $40K,Blue,33,2,1,2,2569.0,1288,1281.0,1.0090000000000001,4126 8119,720700008,Existing Customer,50,F,1,High School,Single,Less than $40K,Blue,36,1,1,3,4517.0,2238,2279.0,0.625,4686 8120,713027058,Attrited Customer,46,F,4,Doctorate,Single,Less than $40K,Blue,36,2,2,3,2292.0,0,2292.0,0.568,2595 8121,778228458,Existing Customer,52,F,3,Uneducated,Single,Less than $40K,Blue,42,2,3,3,2510.0,1928,582.0,1.043,4943 8122,781137783,Attrited Customer,40,M,3,High School,Unknown,Less than $40K,Blue,33,1,3,4,2420.0,191,2229.0,0.818,2478 8123,719821908,Attrited Customer,38,F,2,High School,Single,Less than $40K,Blue,16,2,1,2,2703.0,0,2703.0,0.882,2752 8124,720537633,Existing Customer,44,F,3,Doctorate,Married,Less than $40K,Blue,36,2,3,1,3047.0,2139,908.0,0.8420000000000001,4961 8125,712378983,Attrited Customer,54,M,1,Unknown,Single,$80K - $120K,Blue,47,5,6,5,7570.0,965,6605.0,0.7090000000000001,2599 8126,763681908,Existing Customer,34,F,3,Unknown,Married,Less than $40K,Blue,27,1,2,1,5795.0,924,4871.0,0.86,5674 8127,721164483,Existing Customer,46,F,2,College,Married,$40K - $60K,Blue,34,2,1,3,1441.0,642,799.0,0.563,4894 8128,715447008,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,36,2,3,2,2999.0,1817,1182.0,0.6779999999999999,5119 8129,769676358,Existing Customer,38,M,2,High School,Single,$60K - $80K,Blue,32,1,1,2,1438.3,1309,129.3,0.8420000000000001,5066 8130,710487033,Existing Customer,44,F,2,High School,Married,$40K - $60K,Blue,28,2,3,3,1438.3,0,1438.3,0.9259999999999999,4445 8131,714197133,Attrited Customer,51,F,3,College,Married,$40K - $60K,Blue,36,2,3,3,4762.0,0,4762.0,0.526,2811 8132,718488783,Existing Customer,40,M,3,College,Unknown,$40K - $60K,Blue,30,2,2,2,4802.0,1701,3101.0,0.532,4821 8133,715663458,Existing Customer,51,F,4,Unknown,Married,Less than $40K,Blue,39,2,3,1,2268.0,651,1617.0,0.7170000000000001,5016 8134,717865008,Existing Customer,51,F,1,Unknown,Married,$40K - $60K,Blue,36,2,1,1,1438.3,468,970.3,0.747,4425 8135,771400608,Existing Customer,56,F,2,Graduate,Married,Unknown,Blue,44,2,1,2,8204.0,1375,6829.0,0.915,4727 8136,708148158,Existing Customer,39,F,4,Unknown,Married,Unknown,Blue,21,2,3,2,1827.0,0,1827.0,0.563,4207 8137,720589008,Existing Customer,47,F,3,Doctorate,Unknown,Unknown,Blue,38,1,3,2,4072.0,1594,2478.0,0.6779999999999999,4317 8138,784795083,Existing Customer,31,F,1,High School,Divorced,Less than $40K,Blue,25,2,1,3,1984.0,0,1984.0,1.05,4794 8139,809844108,Existing Customer,48,M,2,Doctorate,Single,$60K - $80K,Blue,43,2,1,1,8086.0,0,8086.0,0.792,4775 8140,711521958,Existing Customer,51,F,2,Unknown,Single,Less than $40K,Blue,36,2,2,2,1588.0,1506,82.0,0.615,4660 8141,711833508,Existing Customer,47,M,2,High School,Single,$40K - $60K,Blue,27,2,3,2,1536.0,0,1536.0,0.9129999999999999,4643 8142,713146683,Existing Customer,35,F,1,High School,Unknown,Unknown,Blue,36,2,3,2,4460.0,0,4460.0,0.9159999999999999,5473 8143,716968683,Existing Customer,46,F,5,High School,Single,Unknown,Blue,38,2,2,3,11287.0,1513,9774.0,0.672,5157 8144,716279508,Attrited Customer,48,M,3,College,Married,$80K - $120K,Blue,41,2,3,3,3430.0,2517,913.0,0.8690000000000001,2639 8145,771336783,Existing Customer,51,F,3,High School,Single,Less than $40K,Blue,38,1,3,2,1759.0,1345,414.0,0.61,4351 8146,717502083,Attrited Customer,41,M,3,Doctorate,Single,$120K +,Blue,28,4,2,3,6314.0,0,6314.0,0.903,2718 8147,714843483,Existing Customer,57,F,3,Uneducated,Single,Unknown,Blue,48,1,1,2,7176.0,1493,5683.0,0.665,5063 8148,709745508,Attrited Customer,58,F,2,Unknown,Divorced,$40K - $60K,Blue,47,1,4,3,2295.0,0,2295.0,0.376,2140 8149,711382458,Attrited Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,38,2,3,5,1438.3,0,1438.3,0.713,2389 8150,712190358,Existing Customer,48,F,4,Uneducated,Married,Less than $40K,Blue,29,1,3,2,1843.0,1802,41.0,0.762,5199 8151,788805858,Existing Customer,49,M,3,College,Divorced,$40K - $60K,Blue,31,2,3,1,2181.0,1218,963.0,0.758,4997 8152,709102458,Attrited Customer,47,M,2,High School,Single,$80K - $120K,Blue,36,4,3,5,4754.0,0,4754.0,0.618,2607 8153,712533708,Existing Customer,43,M,0,High School,Single,$80K - $120K,Blue,36,2,2,2,11247.0,0,11247.0,0.63,4894 8154,720326733,Existing Customer,55,M,2,Graduate,Single,$120K +,Blue,47,2,3,1,16258.0,865,15393.0,0.623,3761 8155,713605908,Existing Customer,49,M,3,Graduate,Married,$120K +,Blue,37,1,1,1,34516.0,1316,33200.0,0.569,3863 8156,711598533,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,36,1,2,3,4255.0,1729,2526.0,0.55,3607 8157,795855258,Existing Customer,48,F,4,College,Single,Less than $40K,Blue,42,2,3,2,1438.3,0,1438.3,0.7070000000000001,5045 8158,826783233,Existing Customer,57,F,3,High School,Single,Less than $40K,Blue,53,1,3,2,3029.0,2214,815.0,0.7,4750 8159,789228108,Existing Customer,56,F,4,Graduate,Single,Unknown,Blue,45,2,2,3,9091.0,1306,7785.0,0.743,4378 8160,785230083,Existing Customer,50,M,2,Uneducated,Single,$60K - $80K,Blue,44,1,2,1,3318.0,2349,969.0,0.883,4905 8161,807946833,Attrited Customer,44,F,2,Graduate,Single,Less than $40K,Blue,39,6,3,3,1791.0,0,1791.0,0.735,2771 8162,711011508,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,35,1,3,2,1620.0,771,849.0,0.675,4387 8163,718632933,Existing Customer,58,F,1,College,Single,Less than $40K,Blue,46,1,5,1,1552.0,0,1552.0,0.762,4731 8164,717284133,Existing Customer,53,F,1,High School,Married,Less than $40K,Blue,41,1,2,3,3472.0,2517,955.0,0.75,4520 8165,711701058,Existing Customer,48,F,4,Graduate,Married,Less than $40K,Silver,36,2,2,3,10973.0,1466,9507.0,0.802,4892 8166,712228458,Existing Customer,50,M,2,Unknown,Unknown,$120K +,Blue,32,2,3,1,25645.0,1083,24562.0,0.757,4302 8167,717146208,Attrited Customer,59,F,1,Graduate,Single,Less than $40K,Blue,51,1,4,4,4257.0,2517,1740.0,0.703,2828 8168,719028783,Existing Customer,42,F,1,Graduate,Married,Less than $40K,Blue,29,2,3,3,3422.0,0,3422.0,0.506,4486 8169,713274183,Existing Customer,45,F,1,Graduate,Single,Less than $40K,Blue,35,1,1,3,4977.0,1411,3566.0,0.652,4182 8170,789218433,Existing Customer,33,F,3,Unknown,Married,$40K - $60K,Blue,22,2,3,2,1438.3,0,1438.3,0.7609999999999999,4528 8171,790139583,Existing Customer,39,F,0,Graduate,Divorced,Less than $40K,Blue,32,2,2,1,1438.3,801,637.3,1.155,4386 8172,720218658,Existing Customer,40,F,1,Unknown,Married,Unknown,Blue,26,2,3,1,3369.0,756,2613.0,0.446,4501 8173,747074058,Existing Customer,47,F,3,Unknown,Single,Unknown,Blue,40,1,3,0,7114.0,1637,5477.0,0.6990000000000001,4758 8174,719170683,Existing Customer,38,M,1,Unknown,Single,$80K - $120K,Blue,29,2,2,3,10972.0,0,10972.0,0.6970000000000001,4401 8175,708753633,Existing Customer,45,F,3,Doctorate,Married,$40K - $60K,Blue,32,2,1,1,1438.3,0,1438.3,0.7120000000000001,4462 8176,710780883,Existing Customer,48,F,5,Uneducated,Single,$40K - $60K,Blue,38,1,2,3,2446.0,1461,985.0,0.86,4610 8177,785237958,Attrited Customer,45,M,5,College,Married,$60K - $80K,Blue,39,2,3,3,3439.0,0,3439.0,0.825,2661 8178,711333933,Existing Customer,56,F,3,Post-Graduate,Single,$40K - $60K,Blue,36,2,1,1,3005.0,1660,1345.0,0.88,4586 8179,710797833,Existing Customer,50,F,5,Graduate,Married,Less than $40K,Blue,30,1,3,2,2033.0,841,1192.0,0.7170000000000001,4360 8180,720154533,Existing Customer,53,F,4,Graduate,Unknown,Less than $40K,Blue,39,2,3,2,2415.0,1643,772.0,0.9640000000000001,5063 8181,719123958,Attrited Customer,40,M,4,Unknown,Divorced,$60K - $80K,Blue,27,2,2,3,5051.0,0,5051.0,0.588,2137 8182,780942633,Existing Customer,49,M,4,High School,Married,Unknown,Blue,32,2,1,3,3519.0,1336,2183.0,0.506,3552 8183,720034983,Existing Customer,26,M,0,Unknown,Unknown,Less than $40K,Silver,13,2,1,1,10254.0,0,10254.0,0.51,4258 8184,717307158,Existing Customer,48,F,3,Unknown,Single,Less than $40K,Blue,36,2,1,3,1853.0,1314,539.0,0.925,5331 8185,708876183,Existing Customer,51,M,1,High School,Single,$60K - $80K,Silver,43,2,3,2,28673.0,0,28673.0,0.537,3722 8186,712660308,Attrited Customer,44,F,1,High School,Single,Less than $40K,Blue,36,2,3,3,1895.0,0,1895.0,0.736,2472 8187,715958583,Existing Customer,56,F,2,High School,Married,Less than $40K,Blue,43,1,2,2,2041.0,1158,883.0,0.563,3588 8188,771546708,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,34,2,2,1,1438.3,0,1438.3,0.74,5013 8189,711252258,Existing Customer,54,F,1,High School,Single,Less than $40K,Blue,36,1,3,2,1572.0,985,587.0,0.745,4148 8190,772585008,Existing Customer,48,F,4,High School,Married,Unknown,Blue,38,2,3,1,3187.0,1937,1250.0,0.77,5111 8191,751143858,Existing Customer,59,F,1,High School,Single,Unknown,Blue,52,2,1,1,7427.0,2421,5006.0,0.701,4636 8192,708824958,Existing Customer,50,F,4,High School,Single,Less than $40K,Blue,42,2,1,2,1460.0,0,1460.0,0.682,4265 8193,819612933,Existing Customer,52,M,3,Graduate,Single,$80K - $120K,Blue,47,1,3,3,25410.0,0,25410.0,0.5589999999999999,5472 8194,712804383,Existing Customer,56,F,0,College,Married,Less than $40K,Blue,38,1,1,2,2143.0,1194,949.0,0.49,4684 8195,790149483,Existing Customer,42,M,3,Uneducated,Single,$40K - $60K,Blue,35,2,3,3,8566.0,1484,7082.0,0.807,4195 8196,712121508,Existing Customer,43,M,3,Uneducated,Single,$60K - $80K,Blue,30,1,2,0,1438.3,0,1438.3,0.7509999999999999,5200 8197,778853358,Existing Customer,59,F,0,College,Single,Less than $40K,Blue,40,1,3,3,3297.0,0,3297.0,0.861,4783 8198,716512383,Existing Customer,39,F,2,High School,Married,Less than $40K,Blue,36,1,3,1,2816.0,2517,299.0,0.742,4817 8199,823548858,Attrited Customer,53,F,4,Graduate,Married,Unknown,Blue,49,5,5,4,10533.0,330,10203.0,0.823,2585 8200,712144158,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,48,6,6,3,2370.0,1166,1204.0,0.562,2164 8201,824560758,Attrited Customer,35,F,3,Graduate,Single,Less than $40K,Blue,31,1,3,4,1678.0,0,1678.0,0.6759999999999999,2475 8202,757710783,Attrited Customer,36,F,1,Graduate,Married,Less than $40K,Blue,29,4,2,3,1493.0,0,1493.0,0.721,2516 8203,713081583,Existing Customer,51,F,4,Unknown,Married,Less than $40K,Blue,32,2,2,3,2350.0,1272,1078.0,0.873,4647 8204,710481333,Attrited Customer,50,F,4,High School,Married,Less than $40K,Blue,36,5,3,5,2690.0,1614,1076.0,0.513,2272 8205,721060083,Existing Customer,42,F,3,College,Married,Unknown,Blue,27,1,1,1,7226.0,1889,5337.0,0.6609999999999999,4653 8206,713759583,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,1,1,1,3173.0,1822,1351.0,0.8009999999999999,4883 8207,717547383,Existing Customer,43,F,2,Graduate,Married,Less than $40K,Blue,32,2,3,1,2890.0,1392,1498.0,0.736,4233 8208,711683358,Attrited Customer,46,F,3,High School,Unknown,Less than $40K,Blue,41,2,3,4,3313.0,0,3313.0,0.561,2135 8209,710044308,Existing Customer,40,F,4,Graduate,Single,$40K - $60K,Blue,27,2,2,2,2625.0,1594,1031.0,0.544,2480 8210,713101383,Existing Customer,44,F,2,Unknown,Married,$40K - $60K,Blue,36,1,1,1,1834.0,0,1834.0,0.618,5402 8211,757685733,Existing Customer,43,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,2,3226.0,2145,1081.0,0.644,5066 8212,717823383,Existing Customer,56,M,4,Unknown,Married,$60K - $80K,Blue,47,1,1,3,3426.0,1841,1585.0,0.7340000000000001,4268 8213,796029483,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,43,2,3,2,2174.0,785,1389.0,0.657,3890 8214,710099358,Existing Customer,60,F,1,Unknown,Single,$40K - $60K,Blue,36,2,3,1,3959.0,0,3959.0,0.8059999999999999,4935 8215,713872008,Existing Customer,49,F,1,High School,Married,Less than $40K,Blue,42,1,3,1,2215.0,1347,868.0,0.655,4656 8216,788802483,Existing Customer,47,F,3,Uneducated,Unknown,Less than $40K,Blue,29,2,2,3,2814.0,1595,1219.0,0.6579999999999999,4766 8217,817988433,Existing Customer,56,M,3,Unknown,Single,$60K - $80K,Blue,51,2,2,2,6941.0,1013,5928.0,0.552,4097 8218,823554783,Existing Customer,44,F,3,College,Single,Unknown,Blue,40,2,1,3,3269.0,0,3269.0,0.797,5022 8219,710643183,Existing Customer,42,F,2,High School,Single,Less than $40K,Blue,23,2,2,3,3172.0,1160,2012.0,0.588,4163 8220,779859558,Attrited Customer,54,F,3,High School,Married,Less than $40K,Blue,38,2,2,4,2452.0,1012,1440.0,0.46,2398 8221,798238008,Existing Customer,36,F,2,Uneducated,Married,Less than $40K,Blue,30,2,1,2,5070.0,0,5070.0,0.536,4644 8222,811974483,Existing Customer,56,M,2,Graduate,Single,$40K - $60K,Blue,51,1,3,1,1466.0,723,743.0,0.7929999999999999,5110 8223,778471758,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,37,1,3,3,2427.0,2362,65.0,0.67,4663 8224,718513233,Existing Customer,59,M,2,Graduate,Single,$120K +,Blue,48,1,3,3,17999.0,1861,16138.0,0.7909999999999999,4740 8225,718147233,Existing Customer,44,F,1,High School,Married,$40K - $60K,Blue,31,2,2,3,4553.0,1538,3015.0,0.514,4999 8226,713700258,Existing Customer,55,F,1,Post-Graduate,Married,Unknown,Blue,42,1,3,3,2953.0,1896,1057.0,0.81,4644 8227,780670083,Attrited Customer,39,F,2,Unknown,Unknown,$40K - $60K,Blue,28,1,2,3,4363.0,0,4363.0,0.7140000000000001,2596 8228,711438033,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,45,1,3,2,1894.0,0,1894.0,0.731,5750 8229,712253058,Existing Customer,48,F,3,High School,Married,Less than $40K,Blue,40,1,2,1,2097.0,1255,842.0,0.61,4189 8230,713519508,Existing Customer,47,M,4,High School,Divorced,$60K - $80K,Blue,36,1,1,1,1983.0,989,994.0,0.726,5065 8231,789992733,Existing Customer,50,F,1,Unknown,Unknown,Less than $40K,Blue,42,1,1,2,2210.0,1539,671.0,0.843,4937 8232,710110683,Existing Customer,52,M,2,College,Married,$60K - $80K,Blue,36,1,1,3,7879.0,1007,6872.0,0.726,4844 8233,720260433,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,34,2,3,2,3336.0,1687,1649.0,0.645,5577 8234,714148758,Existing Customer,34,F,2,Post-Graduate,Married,Less than $40K,Blue,27,2,3,3,1726.0,1398,328.0,1.0090000000000001,5228 8235,715522233,Existing Customer,45,F,3,Doctorate,Single,Less than $40K,Blue,27,1,6,3,2917.0,1523,1394.0,0.7240000000000001,4878 8236,712790358,Attrited Customer,39,F,3,Uneducated,Married,Unknown,Blue,30,6,3,4,3023.0,1348,1675.0,0.358,2219 8237,714943233,Existing Customer,49,M,2,Doctorate,Married,$40K - $60K,Blue,31,2,2,2,1915.0,1545,370.0,0.775,3911 8238,789579033,Existing Customer,43,M,3,Graduate,Unknown,$40K - $60K,Blue,36,2,3,3,4878.0,2098,2780.0,0.665,5021 8239,708952758,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,35,2,1,2,2066.0,1542,524.0,0.71,4887 8240,721374033,Existing Customer,53,F,1,High School,Married,$40K - $60K,Blue,39,2,3,3,2164.0,1115,1049.0,0.624,4341 8241,808891983,Existing Customer,42,F,5,Graduate,Unknown,Less than $40K,Blue,37,2,3,2,6250.0,1835,4415.0,0.644,4042 8242,794516508,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,24,2,2,1,1484.0,0,1484.0,0.532,4838 8243,714032883,Existing Customer,45,M,2,College,Unknown,$40K - $60K,Blue,36,1,1,1,4718.0,1591,3127.0,0.927,4598 8244,778722033,Existing Customer,44,F,2,Uneducated,Married,Less than $40K,Blue,28,2,2,0,2275.0,1265,1010.0,0.755,5626 8245,823578483,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,40,2,1,2,1438.3,1169,269.3,0.5579999999999999,4429 8246,715148658,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,43,1,3,3,3683.0,1039,2644.0,0.595,4684 8247,709669533,Existing Customer,38,F,1,High School,Divorced,Less than $40K,Blue,30,2,3,2,2722.0,1303,1419.0,0.391,4488 8248,787467858,Existing Customer,43,M,1,High School,Married,$80K - $120K,Silver,30,1,1,3,34516.0,2045,32471.0,0.59,4081 8249,708671733,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,36,2,3,3,2072.0,1499,573.0,0.598,4091 8250,709790058,Existing Customer,53,M,4,Graduate,Married,$120K +,Blue,40,1,1,3,6383.0,1512,4871.0,0.5579999999999999,4985 8251,712714008,Existing Customer,39,F,4,Unknown,Married,$40K - $60K,Blue,28,2,3,2,2725.0,2302,423.0,0.8759999999999999,4714 8252,715191258,Existing Customer,47,F,5,Unknown,Married,Unknown,Blue,41,1,2,3,2675.0,1999,676.0,0.679,4138 8253,757722708,Existing Customer,42,M,3,College,Married,$60K - $80K,Blue,35,1,3,1,1438.3,0,1438.3,0.887,4246 8254,718086783,Existing Customer,50,M,5,Uneducated,Married,$120K +,Blue,36,2,2,1,13478.0,0,13478.0,0.929,4738 8255,815253708,Existing Customer,46,F,2,High School,Divorced,Less than $40K,Blue,41,1,2,2,2841.0,1807,1034.0,0.573,4144 8256,715083633,Existing Customer,33,F,1,Uneducated,Married,Less than $40K,Blue,23,2,2,3,1830.0,1777,53.0,0.639,5271 8257,792098883,Existing Customer,37,M,2,Doctorate,Single,$120K +,Blue,31,2,1,3,2360.0,1204,1156.0,0.539,3696 8258,711873858,Existing Customer,43,M,3,High School,Married,$60K - $80K,Blue,35,2,3,2,3717.0,1882,1835.0,0.7959999999999999,4667 8259,713931258,Attrited Customer,56,F,3,Graduate,Married,Less than $40K,Blue,45,2,3,4,1438.3,0,1438.3,0.315,1988 8260,787591008,Existing Customer,42,M,3,Uneducated,Divorced,$60K - $80K,Blue,34,2,1,1,2289.0,1195,1094.0,0.6509999999999999,4955 8261,801518958,Existing Customer,56,F,1,Graduate,Married,Unknown,Blue,50,2,3,3,5338.0,0,5338.0,0.919,4139 8262,713068833,Existing Customer,44,F,3,Uneducated,Single,Less than $40K,Blue,32,2,2,1,1438.3,894,544.3,0.762,4687 8263,710566533,Existing Customer,40,M,1,Unknown,Married,$60K - $80K,Blue,27,1,3,3,2276.0,1372,904.0,0.564,4159 8264,789151983,Existing Customer,43,F,4,Graduate,Unknown,$40K - $60K,Blue,31,2,3,3,4091.0,1108,2983.0,0.774,5244 8265,766673433,Existing Customer,45,M,4,Unknown,Married,$80K - $120K,Blue,38,2,3,3,3798.0,1570,2228.0,0.9159999999999999,4512 8266,807589908,Existing Customer,47,F,5,Unknown,Married,Less than $40K,Blue,42,1,2,1,1778.0,822,956.0,0.68,4189 8267,708190158,Attrited Customer,38,F,3,High School,Single,Less than $40K,Blue,26,2,3,0,2920.0,2426,494.0,0.983,2750 8268,784895358,Attrited Customer,49,F,1,Graduate,Married,Less than $40K,Blue,43,5,3,3,1938.0,0,1938.0,0.612,2870 8269,710090133,Existing Customer,62,F,1,College,Divorced,Less than $40K,Blue,51,1,3,3,4049.0,1685,2364.0,0.597,3908 8270,799242033,Existing Customer,45,M,4,Doctorate,Married,$80K - $120K,Blue,39,2,3,2,1438.3,1162,276.3,0.539,4598 8271,719377383,Existing Customer,40,M,2,College,Single,$60K - $80K,Blue,28,1,2,3,10880.0,2025,8855.0,0.753,4957 8272,710371683,Existing Customer,51,M,4,Doctorate,Married,$60K - $80K,Blue,36,2,1,2,3451.0,2006,1445.0,0.555,4097 8273,719926683,Existing Customer,41,M,3,High School,Divorced,$60K - $80K,Blue,33,2,2,2,20749.0,2171,18578.0,0.8420000000000001,4754 8274,793597833,Existing Customer,49,F,0,Post-Graduate,Single,Less than $40K,Blue,43,1,3,1,2481.0,1568,913.0,0.537,4466 8275,713739708,Existing Customer,61,M,0,High School,Single,$60K - $80K,Blue,53,1,3,3,2415.0,2050,365.0,0.499,4479 8276,709389558,Existing Customer,33,F,4,College,Single,Less than $40K,Blue,36,1,3,0,1438.3,0,1438.3,0.5660000000000001,4641 8277,811907583,Existing Customer,45,F,4,Uneducated,Single,Unknown,Blue,40,1,2,2,7600.0,1574,6026.0,0.605,4240 8278,709087983,Existing Customer,35,F,3,Doctorate,Single,Less than $40K,Blue,27,2,2,3,1438.3,0,1438.3,0.62,5020 8279,712774908,Existing Customer,41,F,4,High School,Married,Less than $40K,Blue,29,2,2,2,2601.0,1861,740.0,0.794,5111 8280,820639908,Existing Customer,48,F,4,High School,Married,Unknown,Blue,44,1,2,1,2625.0,2517,108.0,0.7020000000000001,4378 8281,713497983,Existing Customer,49,M,5,High School,Single,$60K - $80K,Blue,36,1,2,2,5578.0,0,5578.0,0.627,3459 8282,713489358,Existing Customer,52,F,2,Graduate,Married,Less than $40K,Blue,40,2,3,2,3698.0,0,3698.0,0.8109999999999999,3763 8283,711381183,Existing Customer,51,F,2,Unknown,Married,$40K - $60K,Blue,36,2,3,2,1438.3,1141,297.3,0.69,4485 8284,814989933,Existing Customer,45,F,4,College,Unknown,Less than $40K,Blue,40,1,2,1,1795.0,1058,737.0,0.778,5575 8285,711847833,Existing Customer,42,F,2,Graduate,Single,Less than $40K,Blue,32,2,2,2,1933.0,1127,806.0,0.705,4833 8286,772837083,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,32,2,3,1,27169.0,0,27169.0,0.7809999999999999,3906 8287,713652783,Existing Customer,30,F,0,Unknown,Single,Less than $40K,Blue,36,1,1,1,2367.0,1220,1147.0,1.04,5568 8288,719202708,Existing Customer,54,F,3,High School,Married,Less than $40K,Blue,36,2,2,1,5642.0,541,5101.0,0.742,4633 8289,714566133,Existing Customer,60,F,2,Graduate,Married,Less than $40K,Blue,36,1,2,2,3239.0,2356,883.0,0.621,4621 8290,717553683,Existing Customer,52,F,1,Unknown,Married,Less than $40K,Blue,36,1,1,3,3040.0,2517,523.0,0.774,4608 8291,814987983,Existing Customer,37,F,2,College,Single,$40K - $60K,Blue,32,2,1,3,3680.0,683,2997.0,0.85,4835 8292,789588933,Existing Customer,44,M,2,Graduate,Married,$60K - $80K,Blue,37,1,1,1,1787.0,0,1787.0,0.609,3912 8293,714317058,Existing Customer,52,M,2,Graduate,Married,$60K - $80K,Blue,36,2,3,1,4752.0,2437,2315.0,0.601,3946 8294,772271508,Attrited Customer,46,F,3,Uneducated,Single,Unknown,Blue,35,2,3,3,1706.0,0,1706.0,0.726,2320 8295,716366208,Existing Customer,45,F,2,Uneducated,Married,Unknown,Blue,36,2,1,3,8103.0,0,8103.0,0.986,5221 8296,710971908,Existing Customer,43,M,1,High School,Married,$60K - $80K,Blue,31,2,3,3,3764.0,1780,1984.0,0.79,4898 8297,711412533,Attrited Customer,40,F,3,High School,Single,Less than $40K,Blue,35,6,3,5,5492.0,1573,3919.0,0.636,2416 8298,720593583,Existing Customer,39,F,2,Doctorate,Divorced,Less than $40K,Blue,32,1,2,2,3554.0,747,2807.0,0.621,5152 8299,720165258,Existing Customer,44,F,2,High School,Unknown,Less than $40K,Blue,29,2,3,1,3170.0,2330,840.0,0.858,5357 8300,716147658,Existing Customer,49,F,2,Uneducated,Single,Unknown,Blue,40,2,3,1,2464.0,1601,863.0,0.649,4739 8301,778436283,Existing Customer,41,M,4,High School,Single,Less than $40K,Blue,21,2,3,1,3429.0,1504,1925.0,0.601,4015 8302,711492258,Existing Customer,50,M,2,Graduate,Married,$60K - $80K,Blue,45,2,1,0,2021.0,1578,443.0,0.7609999999999999,5298 8303,771106458,Existing Customer,54,F,4,College,Married,Less than $40K,Blue,41,1,5,2,2444.0,1313,1131.0,0.6890000000000001,4609 8304,713183508,Existing Customer,39,F,1,High School,Married,Unknown,Blue,36,1,3,2,2751.0,1158,1593.0,0.821,4861 8305,710832108,Existing Customer,52,F,2,Unknown,Single,$40K - $60K,Blue,44,2,3,3,9017.0,2359,6658.0,0.895,4552 8306,719940483,Existing Customer,51,F,1,Graduate,Married,$40K - $60K,Blue,43,2,2,2,2107.0,1663,444.0,0.7120000000000001,4841 8307,715207458,Existing Customer,46,F,1,Unknown,Single,Less than $40K,Blue,39,2,2,1,2029.0,1074,955.0,0.514,4802 8308,716839983,Existing Customer,48,M,3,College,Married,$120K +,Blue,36,2,3,2,32777.0,0,32777.0,0.665,4520 8309,781073733,Existing Customer,50,M,2,Graduate,Married,$120K +,Blue,41,1,3,3,4607.0,0,4607.0,0.898,4793 8310,757594083,Existing Customer,52,F,1,Unknown,Married,Unknown,Blue,45,2,4,0,23486.0,0,23486.0,0.616,4530 8311,764496708,Existing Customer,54,F,2,High School,Married,Unknown,Blue,47,2,3,3,1997.0,0,1997.0,0.825,4961 8312,714080433,Existing Customer,40,F,5,College,Married,$40K - $60K,Blue,36,2,3,2,3144.0,1787,1357.0,0.685,4758 8313,757675158,Existing Customer,47,F,4,Post-Graduate,Divorced,$40K - $60K,Blue,40,2,2,3,2725.0,1851,874.0,0.687,4904 8314,715361433,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,36,2,2,3,1874.0,994,880.0,0.713,4194 8315,778191933,Attrited Customer,45,M,3,Uneducated,Single,$120K +,Blue,35,2,3,5,7135.0,2517,4618.0,0.631,2305 8316,718792758,Existing Customer,35,F,4,Uneducated,Married,Unknown,Blue,25,2,3,2,3379.0,587,2792.0,0.67,5121 8317,709738008,Existing Customer,48,F,3,Unknown,Married,$40K - $60K,Blue,36,1,6,2,2804.0,1057,1747.0,0.5760000000000001,5033 8318,799020258,Existing Customer,44,M,2,Uneducated,Divorced,$60K - $80K,Blue,38,2,1,2,16553.0,0,16553.0,0.488,4797 8319,718152333,Attrited Customer,41,F,3,Doctorate,Single,Unknown,Blue,36,2,3,6,2246.0,0,2246.0,0.725,3607 8320,716324583,Existing Customer,42,F,4,Uneducated,Single,Unknown,Blue,36,1,4,1,2875.0,1892,983.0,0.75,4577 8321,720887058,Existing Customer,51,F,1,Unknown,Married,Unknown,Blue,35,1,2,3,3668.0,0,3668.0,0.655,4753 8322,714825408,Existing Customer,45,F,3,High School,Single,$40K - $60K,Blue,36,2,3,3,2853.0,2517,336.0,0.595,4971 8323,788620083,Existing Customer,50,F,3,Graduate,Single,Less than $40K,Blue,41,2,2,2,2382.0,1419,963.0,0.78,4563 8324,719490108,Existing Customer,54,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,1,2830.0,1779,1051.0,0.883,4854 8325,709044183,Existing Customer,47,F,3,Unknown,Married,Unknown,Blue,27,1,3,3,24987.0,824,24163.0,0.691,3995 8326,756944133,Existing Customer,52,F,4,Graduate,Married,Less than $40K,Blue,45,1,1,3,3705.0,2168,1537.0,0.662,4452 8327,785285883,Attrited Customer,49,F,3,Graduate,Single,Less than $40K,Blue,43,6,3,4,1675.0,0,1675.0,0.76,2622 8328,779770683,Existing Customer,47,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,2,3,3,1439.0,0,1439.0,0.638,5047 8329,718510983,Existing Customer,54,F,3,Unknown,Single,$40K - $60K,Blue,41,1,3,2,4440.0,0,4440.0,0.639,3720 8330,710322033,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,44,1,1,1,2563.0,1765,798.0,0.857,4515 8331,710560008,Existing Customer,46,F,4,High School,Married,Less than $40K,Blue,33,1,3,0,1896.0,1738,158.0,0.647,4588 8332,711298458,Attrited Customer,39,F,3,Unknown,Married,Less than $40K,Blue,26,5,2,5,2190.0,0,2190.0,0.691,2338 8333,789164283,Existing Customer,55,F,0,Uneducated,Married,Less than $40K,Blue,44,1,1,3,2596.0,1929,667.0,0.609,4726 8334,715773783,Attrited Customer,44,F,2,Graduate,Single,$40K - $60K,Blue,35,2,3,4,4196.0,561,3635.0,0.741,2558 8335,779158533,Existing Customer,43,F,3,Uneducated,Single,Less than $40K,Blue,25,2,3,3,1616.0,966,650.0,0.647,4774 8336,720463833,Existing Customer,42,M,5,Uneducated,Single,$60K - $80K,Blue,36,1,1,2,6618.0,1738,4880.0,0.72,5022 8337,712747758,Attrited Customer,50,F,4,Uneducated,Single,Less than $40K,Blue,36,2,2,3,2477.0,0,2477.0,0.445,2037 8338,771067308,Existing Customer,38,F,3,High School,Single,$40K - $60K,Blue,25,1,1,2,3040.0,1908,1132.0,0.758,5616 8339,750995508,Attrited Customer,41,M,3,Unknown,Single,$60K - $80K,Blue,32,1,3,3,4697.0,1046,3651.0,0.313,1679 8340,716171358,Existing Customer,51,M,4,College,Married,$40K - $60K,Blue,36,2,3,1,4436.0,2222,2214.0,0.731,4460 8341,794637333,Existing Customer,44,F,2,Graduate,Divorced,Less than $40K,Silver,25,2,2,2,13138.0,0,13138.0,0.546,3881 8342,718437033,Attrited Customer,46,M,2,Uneducated,Unknown,$60K - $80K,Blue,30,4,3,2,1438.3,681,757.3,0.731,2527 8343,718492908,Existing Customer,38,F,3,College,Married,Less than $40K,Blue,36,1,2,3,3297.0,1554,1743.0,0.605,4636 8344,716033508,Existing Customer,46,M,2,Graduate,Single,$60K - $80K,Blue,34,1,3,2,6272.0,1434,4838.0,1.172,4514 8345,717603858,Existing Customer,54,M,3,College,Single,$40K - $60K,Blue,42,1,2,1,5608.0,1775,3833.0,0.522,4325 8346,714741933,Existing Customer,42,M,4,Unknown,Married,$60K - $80K,Blue,32,1,1,2,9906.0,1759,8147.0,0.785,4033 8347,716558283,Existing Customer,30,F,0,Graduate,Married,Less than $40K,Blue,36,2,2,2,1621.0,1046,575.0,0.7290000000000001,5247 8348,719022558,Existing Customer,49,F,4,Uneducated,Married,Less than $40K,Blue,38,1,3,3,2305.0,1173,1132.0,0.818,5106 8349,717334233,Existing Customer,54,F,1,Uneducated,Single,$40K - $60K,Blue,43,1,3,2,9525.0,2517,7008.0,0.669,4804 8350,709222008,Attrited Customer,41,M,3,Unknown,Single,$80K - $120K,Blue,32,1,3,4,4742.0,2221,2521.0,0.46399999999999997,2422 8351,719192808,Existing Customer,51,M,4,Graduate,Single,$120K +,Blue,36,2,1,1,3168.0,2147,1021.0,0.6629999999999999,4674 8352,719281533,Existing Customer,37,F,3,College,Married,Less than $40K,Blue,27,2,1,3,2939.0,1388,1551.0,0.69,5076 8353,710877108,Existing Customer,44,F,1,High School,Divorced,Less than $40K,Blue,32,1,1,2,2724.0,1288,1436.0,0.613,4171 8354,714155283,Existing Customer,46,F,2,Unknown,Married,Unknown,Blue,36,2,3,0,6990.0,876,6114.0,0.752,4861 8355,771214083,Existing Customer,45,M,2,High School,Unknown,$60K - $80K,Blue,32,1,2,3,1870.0,0,1870.0,0.7609999999999999,4891 8356,770581983,Existing Customer,55,F,4,Graduate,Married,$40K - $60K,Blue,41,1,1,3,1438.3,0,1438.3,0.861,4885 8357,718742808,Attrited Customer,55,F,1,High School,Married,$40K - $60K,Blue,46,2,4,3,4629.0,710,3919.0,0.7879999999999999,2877 8358,710257683,Existing Customer,50,M,3,Graduate,Single,$120K +,Blue,33,1,2,2,34516.0,1134,33382.0,0.585,4520 8359,721426383,Attrited Customer,36,F,3,Unknown,Single,Less than $40K,Blue,36,4,3,0,1558.0,261,1297.0,0.775,2424 8360,721041483,Attrited Customer,45,M,4,Doctorate,Married,$60K - $80K,Blue,37,1,2,2,13093.0,2517,10576.0,0.426,2032 8361,719922558,Existing Customer,45,F,5,Unknown,Divorced,$40K - $60K,Blue,33,2,2,3,1438.3,0,1438.3,0.7390000000000001,5346 8362,715072533,Existing Customer,41,F,3,Unknown,Unknown,$40K - $60K,Blue,36,2,6,2,4451.0,0,4451.0,0.726,4456 8363,716214108,Existing Customer,44,M,4,Uneducated,Single,$60K - $80K,Blue,36,1,2,1,6426.0,0,6426.0,0.5920000000000001,4892 8364,772216833,Existing Customer,47,F,5,Graduate,Single,Less than $40K,Blue,36,1,2,1,2761.0,1950,811.0,0.5820000000000001,4510 8365,708553008,Existing Customer,38,F,1,High School,Single,$40K - $60K,Blue,36,1,2,3,2148.0,1103,1045.0,0.602,4711 8366,778880358,Existing Customer,49,F,4,Graduate,Divorced,$40K - $60K,Blue,30,1,3,3,2485.0,1648,837.0,0.595,4208 8367,720258183,Existing Customer,39,F,4,Graduate,Single,$40K - $60K,Blue,25,2,3,3,3394.0,2517,877.0,0.6890000000000001,5421 8368,720689583,Existing Customer,50,F,3,High School,Married,$40K - $60K,Blue,40,1,3,3,3367.0,1747,1620.0,0.769,5657 8369,758168133,Existing Customer,50,F,0,High School,Married,$40K - $60K,Blue,43,2,3,1,4154.0,1060,3094.0,0.544,4325 8370,716322783,Existing Customer,47,F,3,Unknown,Married,Less than $40K,Blue,37,2,2,2,2154.0,1628,526.0,0.665,4538 8371,711118083,Existing Customer,54,F,4,Graduate,Divorced,Less than $40K,Blue,43,1,2,1,2506.0,1784,722.0,0.7290000000000001,4504 8372,709591533,Existing Customer,46,F,3,College,Divorced,Less than $40K,Blue,38,1,1,3,1774.0,1115,659.0,0.6859999999999999,3474 8373,794556333,Existing Customer,43,F,2,Unknown,Single,Unknown,Blue,27,1,3,3,3287.0,1697,1590.0,0.711,5236 8374,771630783,Existing Customer,42,F,3,High School,Married,Unknown,Blue,30,1,1,2,1821.0,935,886.0,0.7809999999999999,4786 8375,708672708,Existing Customer,49,M,4,High School,Unknown,$80K - $120K,Blue,31,2,3,3,34516.0,2517,31999.0,0.71,3990 8376,715590258,Existing Customer,45,F,4,Uneducated,Single,$40K - $60K,Blue,36,1,1,3,3918.0,2070,1848.0,0.76,4700 8377,714241083,Existing Customer,49,F,1,Graduate,Married,Unknown,Blue,39,1,1,3,5455.0,2091,3364.0,0.748,4349 8378,708416433,Attrited Customer,41,F,1,High School,Single,Less than $40K,Blue,36,4,3,2,2372.0,0,2372.0,0.597,2499 8379,779183958,Attrited Customer,45,F,2,Graduate,Single,Less than $40K,Blue,33,1,3,4,1492.0,0,1492.0,0.502,2469 8380,709061658,Existing Customer,44,F,1,Graduate,Single,Less than $40K,Blue,31,2,2,3,1550.0,716,834.0,0.7490000000000001,4534 8381,717384183,Existing Customer,58,F,3,Graduate,Single,Less than $40K,Blue,53,1,3,1,2669.0,2048,621.0,0.725,4863 8382,778921908,Existing Customer,42,M,4,College,Single,$60K - $80K,Blue,23,2,3,1,3311.0,841,2470.0,0.7,4559 8383,714745608,Existing Customer,51,F,4,High School,Single,Less than $40K,Blue,33,2,4,3,3068.0,2071,997.0,0.8540000000000001,5524 8384,709200633,Existing Customer,55,F,1,Graduate,Single,Unknown,Blue,49,1,4,3,2721.0,0,2721.0,0.508,5443 8385,714714558,Existing Customer,37,F,2,Uneducated,Single,$40K - $60K,Blue,27,1,3,2,3050.0,2517,533.0,1.177,4698 8386,801363633,Existing Customer,60,F,2,Graduate,Married,Unknown,Blue,54,1,2,2,3356.0,1664,1692.0,0.862,5200 8387,778847808,Existing Customer,42,F,4,Graduate,Married,$40K - $60K,Blue,23,1,2,3,2647.0,1245,1402.0,0.7120000000000001,4911 8388,713015433,Existing Customer,50,F,4,Unknown,Married,Less than $40K,Blue,36,2,4,3,2407.0,1102,1305.0,0.736,4543 8389,711666708,Attrited Customer,52,F,2,High School,Married,Unknown,Blue,39,1,3,4,2233.0,1790,443.0,0.7979999999999999,2888 8390,809631483,Existing Customer,42,M,3,Post-Graduate,Unknown,$80K - $120K,Blue,37,1,1,3,32106.0,0,32106.0,0.6779999999999999,4452 8391,808967883,Existing Customer,48,F,4,Unknown,Married,Less than $40K,Blue,43,1,1,0,2089.0,1262,827.0,0.8859999999999999,5069 8392,710532258,Existing Customer,48,F,3,High School,Divorced,Less than $40K,Blue,36,1,1,1,2185.0,1495,690.0,0.924,4906 8393,812235108,Existing Customer,44,F,2,Graduate,Unknown,Less than $40K,Blue,39,2,3,3,4057.0,755,3302.0,0.873,4301 8394,817293258,Existing Customer,44,F,4,College,Married,$40K - $60K,Blue,27,1,1,2,3183.0,2517,666.0,0.726,4017 8395,714695883,Existing Customer,45,F,5,Uneducated,Unknown,Less than $40K,Blue,36,1,2,3,2699.0,1583,1116.0,0.648,4071 8396,738062658,Existing Customer,57,M,3,Graduate,Single,$80K - $120K,Blue,50,2,3,3,17096.0,1762,15334.0,0.409,4231 8397,709518858,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,38,1,1,1,2897.0,0,2897.0,0.7,4891 8398,819634233,Attrited Customer,46,F,2,Graduate,Unknown,Less than $40K,Blue,40,5,2,2,6568.0,0,6568.0,0.10099999999999999,1507 8399,711272058,Existing Customer,40,F,4,Graduate,Married,Unknown,Blue,28,1,3,3,1622.0,972,650.0,0.866,4216 8400,716262708,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,36,1,3,2,1438.3,718,720.3,0.5710000000000001,4447 8401,708928008,Existing Customer,34,F,2,High School,Single,$40K - $60K,Blue,36,2,3,1,1677.0,0,1677.0,0.7,4035 8402,765755283,Existing Customer,48,F,2,Graduate,Married,Unknown,Blue,41,1,1,3,7884.0,745,7139.0,0.7140000000000001,4588 8403,711922158,Existing Customer,57,F,2,Graduate,Married,Less than $40K,Blue,45,1,3,3,1860.0,0,1860.0,0.778,5109 8404,773177358,Existing Customer,48,F,3,Graduate,Married,Unknown,Blue,41,1,2,2,8074.0,2426,5648.0,0.72,5372 8405,779638983,Existing Customer,47,F,4,Graduate,Married,Less than $40K,Blue,30,2,3,3,2124.0,1573,551.0,0.728,4592 8406,708723858,Existing Customer,48,F,4,Graduate,Single,Less than $40K,Blue,37,1,1,3,3413.0,1715,1698.0,0.812,3843 8407,712184133,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,24,2,3,3,2178.0,1408,770.0,0.635,5089 8408,709948233,Existing Customer,47,F,3,Uneducated,Single,Unknown,Blue,35,1,4,3,2446.0,1899,547.0,0.7140000000000001,5347 8409,709415583,Existing Customer,37,F,2,Unknown,Single,Less than $40K,Blue,21,1,1,1,3967.0,1476,2491.0,0.626,4490 8410,714005508,Existing Customer,45,F,4,Graduate,Married,Unknown,Blue,36,2,2,2,4146.0,2027,2119.0,0.74,4323 8411,712407033,Existing Customer,26,F,0,Uneducated,Unknown,Unknown,Silver,13,1,2,3,34516.0,2403,32113.0,0.623,4174 8412,716333283,Existing Customer,58,F,0,Unknown,Unknown,Less than $40K,Blue,52,1,2,2,1869.0,1255,614.0,0.847,5269 8413,715534083,Existing Customer,46,F,2,College,Single,Unknown,Blue,33,2,3,1,2168.0,1334,834.0,0.622,4043 8414,789492558,Existing Customer,49,F,2,College,Married,Less than $40K,Blue,40,1,2,1,2096.0,1276,820.0,0.6,4926 8415,770929383,Existing Customer,41,M,2,Graduate,Single,$60K - $80K,Blue,28,2,1,1,7293.0,993,6300.0,0.507,4828 8416,708890133,Existing Customer,46,F,4,College,Married,Unknown,Blue,35,2,2,2,1438.3,0,1438.3,0.802,4659 8417,788595183,Existing Customer,42,M,2,Graduate,Single,$40K - $60K,Blue,36,1,1,3,1438.3,686,752.3,0.68,3499 8418,713167383,Existing Customer,57,F,3,High School,Single,Less than $40K,Blue,46,1,2,2,2298.0,1540,758.0,0.708,5154 8419,717704433,Existing Customer,48,F,4,Unknown,Single,Unknown,Blue,37,1,2,1,3829.0,836,2993.0,0.731,4313 8420,718590183,Existing Customer,58,F,3,Doctorate,Married,Less than $40K,Blue,47,1,3,3,1517.0,920,597.0,0.825,5067 8421,719019483,Existing Customer,46,F,2,College,Unknown,Less than $40K,Silver,36,2,3,1,13427.0,1507,11920.0,0.84,4266 8422,710401458,Existing Customer,53,M,3,Unknown,Married,$80K - $120K,Blue,40,2,2,3,16747.0,0,16747.0,0.8009999999999999,4350 8423,720783558,Existing Customer,58,F,1,Graduate,Married,Unknown,Blue,48,2,3,1,9926.0,2216,7710.0,0.524,4937 8424,772364358,Existing Customer,54,F,2,High School,Unknown,Less than $40K,Blue,44,1,1,1,2691.0,811,1880.0,0.767,4413 8425,719868183,Attrited Customer,42,F,3,High School,Married,$40K - $60K,Blue,30,5,3,2,1456.0,0,1456.0,0.6940000000000001,2843 8426,709388058,Existing Customer,43,F,4,Graduate,Single,Less than $40K,Blue,34,2,3,2,2005.0,1263,742.0,0.657,4906 8427,717004533,Existing Customer,35,F,3,High School,Married,Less than $40K,Blue,36,2,3,0,4790.0,1189,3601.0,0.698,4544 8428,714969183,Existing Customer,46,F,2,Unknown,Married,Less than $40K,Blue,36,2,3,1,3123.0,1639,1484.0,0.7879999999999999,4117 8429,720837708,Existing Customer,42,F,3,College,Unknown,Less than $40K,Blue,28,1,2,3,5471.0,2517,2954.0,0.493,5103 8430,759947433,Existing Customer,53,M,3,Graduate,Married,$120K +,Blue,46,1,2,2,13670.0,0,13670.0,0.8190000000000001,4812 8431,767404083,Attrited Customer,52,M,2,Graduate,Single,$60K - $80K,Blue,45,2,3,3,3460.0,0,3460.0,0.466,2355 8432,781926633,Existing Customer,48,M,2,Uneducated,Married,$40K - $60K,Blue,42,1,3,3,3202.0,2517,685.0,0.597,4675 8433,772127508,Attrited Customer,31,F,1,Uneducated,Married,Less than $40K,Blue,20,6,2,2,1438.3,0,1438.3,0.706,2614 8434,720518283,Existing Customer,50,M,2,Post-Graduate,Single,$60K - $80K,Blue,36,1,3,2,2296.0,1371,925.0,0.604,5483 8435,715380483,Existing Customer,54,F,5,Unknown,Single,Less than $40K,Blue,49,2,3,2,1476.0,0,1476.0,0.6990000000000001,4462 8436,789296133,Existing Customer,35,F,3,Doctorate,Single,Unknown,Blue,24,1,1,3,12287.0,770,11517.0,0.612,4601 8437,711029358,Existing Customer,41,F,4,Unknown,Single,Less than $40K,Blue,36,2,3,2,2470.0,1566,904.0,0.8109999999999999,5011 8438,712615008,Existing Customer,46,M,2,Graduate,Unknown,$120K +,Blue,34,1,3,2,24431.0,892,23539.0,0.41700000000000004,3457 8439,816826008,Existing Customer,41,M,4,Unknown,Married,Less than $40K,Blue,36,1,1,2,1950.0,998,952.0,0.619,4630 8440,715488483,Existing Customer,49,F,4,Graduate,Married,Less than $40K,Blue,36,1,3,1,6615.0,0,6615.0,0.619,4575 8441,717759783,Existing Customer,47,F,4,Unknown,Single,Unknown,Blue,34,1,3,2,5756.0,860,4896.0,0.708,5298 8442,796083783,Attrited Customer,55,F,2,College,Single,Unknown,Blue,49,1,0,6,1438.3,0,1438.3,0.608,2278 8443,709925733,Existing Customer,32,F,0,Unknown,Single,Less than $40K,Blue,22,1,3,2,1438.3,713,725.3,0.8059999999999999,5099 8444,715309083,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,2,1912.0,0,1912.0,0.728,4851 8445,778441533,Attrited Customer,45,F,4,High School,Single,Unknown,Blue,26,6,2,2,4549.0,1631,2918.0,0.779,2240 8446,715891533,Existing Customer,45,F,4,Graduate,Unknown,Less than $40K,Blue,33,1,2,1,1979.0,1305,674.0,0.7020000000000001,5458 8447,788848458,Existing Customer,40,F,5,Unknown,Married,$40K - $60K,Blue,24,1,1,2,2803.0,1747,1056.0,0.9540000000000001,5089 8448,708399858,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,35,2,2,1,2548.0,2250,298.0,0.581,4747 8449,711944733,Existing Customer,45,F,2,High School,Married,Less than $40K,Blue,36,1,2,2,1457.0,828,629.0,0.852,5401 8450,712683633,Attrited Customer,32,F,0,Unknown,Married,Less than $40K,Blue,36,5,3,3,1438.3,0,1438.3,0.569,2464 8451,785487783,Existing Customer,59,F,1,Graduate,Single,$40K - $60K,Blue,53,2,2,0,1980.0,1409,571.0,0.743,5350 8452,718951683,Existing Customer,48,F,2,Graduate,Married,Less than $40K,Blue,35,2,3,1,2216.0,1262,954.0,0.49700000000000005,4763 8453,718329183,Existing Customer,57,F,3,Graduate,Divorced,$40K - $60K,Blue,47,1,3,2,4262.0,2517,1745.0,0.682,3943 8454,788960658,Existing Customer,42,F,2,Uneducated,Married,Less than $40K,Blue,28,1,2,3,2573.0,1742,831.0,0.693,4649 8455,713120433,Existing Customer,55,F,2,High School,Married,$40K - $60K,Blue,42,2,2,3,5431.0,2007,3424.0,0.6609999999999999,4569 8456,720980958,Existing Customer,43,F,5,Uneducated,Married,Less than $40K,Blue,30,1,3,2,3092.0,909,2183.0,0.8320000000000001,4797 8457,709606158,Existing Customer,37,F,2,Graduate,Married,Less than $40K,Blue,31,1,3,3,2984.0,0,2984.0,0.77,4878 8458,714168183,Existing Customer,48,F,2,Uneducated,Married,Unknown,Blue,38,1,3,3,2186.0,1017,1169.0,0.617,4629 8459,712524858,Existing Customer,34,M,1,Graduate,Single,Less than $40K,Blue,28,1,6,3,2669.0,1649,1020.0,0.63,4314 8460,815072283,Existing Customer,50,F,3,Graduate,Married,Less than $40K,Blue,45,1,3,1,1789.0,1156,633.0,0.748,5110 8461,715980258,Existing Customer,36,F,1,Doctorate,Single,Less than $40K,Blue,25,1,2,3,2835.0,2511,324.0,0.731,4811 8462,788715483,Existing Customer,44,F,5,Graduate,Single,Less than $40K,Blue,28,2,2,2,1558.0,879,679.0,0.8740000000000001,4805 8463,809276808,Existing Customer,47,M,4,Graduate,Single,$80K - $120K,Blue,42,1,1,3,7299.0,0,7299.0,0.8059999999999999,4678 8464,708885558,Attrited Customer,56,F,1,High School,Single,Less than $40K,Blue,48,1,5,2,3556.0,0,3556.0,0.596,2220 8465,789373683,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,35,1,2,2,1438.3,834,604.3,0.635,4976 8466,714216858,Existing Customer,35,F,2,Unknown,Single,Unknown,Blue,36,2,1,2,1507.0,0,1507.0,0.81,4679 8467,719150658,Attrited Customer,51,F,2,Graduate,Married,Unknown,Blue,34,2,3,2,7551.0,0,7551.0,0.894,2977 8468,712302783,Existing Customer,38,F,2,Uneducated,Single,Less than $40K,Blue,25,2,3,1,2468.0,872,1596.0,0.991,4426 8469,799717458,Existing Customer,42,F,3,Unknown,Married,Less than $40K,Blue,36,2,3,3,2515.0,1453,1062.0,0.649,4025 8470,716354883,Attrited Customer,59,F,0,Graduate,Unknown,Unknown,Blue,49,2,3,2,9076.0,0,9076.0,0.899,3048 8471,719601708,Existing Customer,45,M,3,College,Single,$60K - $80K,Blue,35,1,1,2,10699.0,1099,9600.0,0.6609999999999999,5052 8472,720150858,Attrited Customer,34,M,2,High School,Married,$80K - $120K,Blue,25,6,2,0,1439.0,0,1439.0,0.89,2932 8473,824915208,Existing Customer,44,F,3,Doctorate,Married,Unknown,Blue,40,2,1,1,7212.0,1008,6204.0,0.727,5169 8474,798777708,Existing Customer,54,F,4,High School,Single,$40K - $60K,Blue,48,2,4,1,3089.0,1177,1912.0,1.01,5237 8475,805229133,Existing Customer,46,M,3,Unknown,Unknown,$80K - $120K,Blue,41,1,2,2,11250.0,0,11250.0,0.48200000000000004,4514 8476,716365233,Existing Customer,53,F,1,College,Married,Less than $40K,Blue,36,1,3,3,1665.0,964,701.0,1.0490000000000002,4881 8477,796544133,Existing Customer,54,M,1,College,Single,$120K +,Blue,48,1,3,1,2456.0,1654,802.0,0.565,4468 8478,778143183,Existing Customer,47,M,1,Graduate,Married,$60K - $80K,Blue,40,2,2,3,11773.0,0,11773.0,0.754,5098 8479,717011958,Existing Customer,43,F,4,Graduate,Single,$40K - $60K,Blue,23,2,1,1,1438.3,0,1438.3,0.728,4494 8480,778264008,Existing Customer,41,F,3,College,Single,$40K - $60K,Blue,32,2,1,2,3104.0,1954,1150.0,0.473,4699 8481,789507408,Existing Customer,48,F,3,College,Unknown,Unknown,Blue,40,2,6,1,2337.0,0,2337.0,0.586,5203 8482,788842008,Existing Customer,50,F,3,Uneducated,Married,Less than $40K,Blue,34,2,2,2,4060.0,2336,1724.0,0.943,5173 8483,714742758,Existing Customer,42,F,4,Uneducated,Single,Less than $40K,Blue,24,2,2,2,3428.0,2209,1219.0,0.6709999999999999,4751 8484,717742908,Existing Customer,44,M,3,Unknown,Married,$40K - $60K,Blue,36,1,1,1,12967.0,2517,10450.0,0.787,4520 8485,712874433,Existing Customer,45,M,3,Unknown,Single,Less than $40K,Blue,36,2,1,0,2326.0,642,1684.0,0.8140000000000001,5413 8486,711092658,Attrited Customer,39,F,3,Graduate,Married,Unknown,Blue,26,2,2,3,4376.0,855,3521.0,0.8390000000000001,2862 8487,720299283,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Blue,33,2,2,1,12745.0,0,12745.0,0.5379999999999999,4380 8488,719237058,Existing Customer,39,M,2,Doctorate,Single,$60K - $80K,Blue,36,2,2,1,1790.0,891,899.0,0.45,4498 8489,719671383,Existing Customer,40,F,3,Uneducated,Unknown,Less than $40K,Blue,30,2,3,2,2969.0,0,2969.0,0.74,4109 8490,788290383,Existing Customer,43,M,3,Doctorate,Single,$40K - $60K,Blue,35,2,6,3,4970.0,1588,3382.0,0.669,4436 8491,779701983,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Blue,32,1,3,3,5400.0,1426,3974.0,0.595,4643 8492,779247483,Attrited Customer,46,F,1,Uneducated,Unknown,Unknown,Blue,28,5,2,6,2069.0,0,2069.0,0.6559999999999999,2754 8493,767093133,Existing Customer,52,F,2,Unknown,Married,Unknown,Blue,45,2,2,1,3192.0,0,3192.0,0.6459999999999999,4191 8494,717979008,Existing Customer,48,F,3,Unknown,Single,Less than $40K,Blue,37,2,2,1,2105.0,1072,1033.0,0.514,4833 8495,712132383,Existing Customer,44,M,4,College,Single,$80K - $120K,Blue,34,2,2,3,1876.0,861,1015.0,0.8390000000000001,5056 8496,772306383,Attrited Customer,57,F,3,Unknown,Unknown,Less than $40K,Blue,43,5,3,2,1462.0,0,1462.0,0.602,2299 8497,714469008,Existing Customer,40,F,2,Unknown,Single,$40K - $60K,Blue,29,1,3,3,2351.0,1337,1014.0,0.613,5115 8498,812446158,Existing Customer,54,F,3,Uneducated,Single,Less than $40K,Blue,49,2,2,2,1719.0,0,1719.0,0.579,4869 8499,779401233,Existing Customer,47,F,4,Uneducated,Single,$40K - $60K,Blue,36,1,1,0,1438.3,0,1438.3,0.61,5216 8500,784994883,Existing Customer,26,F,0,Unknown,Married,Less than $40K,Blue,20,2,2,2,2516.0,2378,138.0,1.033,4746 8501,721080183,Existing Customer,33,F,1,Graduate,Single,$40K - $60K,Blue,20,2,2,3,4883.0,0,4883.0,0.7240000000000001,4613 8502,712572858,Existing Customer,38,M,3,High School,Single,$80K - $120K,Blue,29,2,1,3,3413.0,1801,1612.0,0.88,3831 8503,719759733,Attrited Customer,59,F,0,Unknown,Single,$40K - $60K,Blue,52,2,4,3,1852.0,0,1852.0,0.902,2851 8504,780371433,Existing Customer,35,F,2,Graduate,Married,Unknown,Blue,25,2,3,3,3339.0,2014,1325.0,0.688,4725 8505,822170733,Attrited Customer,45,F,4,College,Single,Less than $40K,Blue,41,6,3,2,3785.0,2517,1268.0,0.574,2401 8506,708224133,Existing Customer,61,M,0,Uneducated,Single,$40K - $60K,Blue,49,1,2,3,2228.0,1480,748.0,0.5329999999999999,4431 8507,719299533,Attrited Customer,55,F,1,Unknown,Unknown,Less than $40K,Blue,36,2,3,2,3626.0,795,2831.0,0.8959999999999999,2954 8508,780633483,Existing Customer,58,F,0,Graduate,Married,$40K - $60K,Blue,47,2,2,1,2194.0,1302,892.0,0.8140000000000001,4962 8509,771356508,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,2,3,1,2665.0,1936,729.0,0.757,4500 8510,823629333,Existing Customer,42,M,4,Uneducated,Married,$40K - $60K,Blue,38,1,4,1,2444.0,0,2444.0,0.7879999999999999,4220 8511,712961658,Existing Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,32,1,1,1,3335.0,2238,1097.0,0.644,5321 8512,710464683,Existing Customer,45,F,3,Post-Graduate,Married,Less than $40K,Blue,32,2,3,2,2726.0,2127,599.0,0.8140000000000001,5578 8513,716688183,Attrited Customer,51,F,1,High School,Married,Less than $40K,Blue,43,4,3,3,1665.0,1521,144.0,0.8740000000000001,2878 8514,789082758,Existing Customer,40,F,2,High School,Married,Less than $40K,Blue,28,1,3,3,2734.0,1661,1073.0,0.726,4981 8515,709140858,Existing Customer,57,F,2,College,Single,Less than $40K,Blue,47,1,3,1,1727.0,996,731.0,0.767,5112 8516,822127008,Existing Customer,50,F,1,Post-Graduate,Married,Unknown,Blue,46,2,2,1,19349.0,615,18734.0,0.708,4351 8517,720496158,Existing Customer,53,M,0,Unknown,Single,$60K - $80K,Blue,42,1,2,0,13409.0,1168,12241.0,0.625,4031 8518,774588633,Existing Customer,45,F,3,Graduate,Single,Less than $40K,Blue,39,2,2,3,1438.3,0,1438.3,0.81,4928 8519,788465583,Existing Customer,42,F,3,College,Single,$40K - $60K,Blue,35,2,3,3,6330.0,1573,4757.0,0.899,3029 8520,741517458,Attrited Customer,49,F,4,Graduate,Married,Less than $40K,Blue,42,2,4,3,2575.0,2517,58.0,0.31,1874 8521,709935708,Existing Customer,55,F,1,Unknown,Married,$40K - $60K,Blue,43,2,1,2,3391.0,1696,1695.0,0.537,4291 8522,721112508,Existing Customer,48,F,3,Graduate,Married,Less than $40K,Blue,40,2,3,1,5298.0,0,5298.0,0.6859999999999999,4834 8523,720734583,Existing Customer,44,F,2,Post-Graduate,Married,Less than $40K,Blue,32,1,3,3,2540.0,1561,979.0,0.894,5039 8524,772286658,Attrited Customer,63,M,1,Graduate,Single,$60K - $80K,Blue,52,6,4,3,14324.0,2507,11817.0,0.433,2083 8525,807149058,Existing Customer,48,F,5,Unknown,Married,Less than $40K,Blue,43,1,1,3,2876.0,1628,1248.0,0.631,4752 8526,771045708,Attrited Customer,41,F,5,Graduate,Married,Less than $40K,Blue,28,2,3,3,1504.0,970,534.0,0.8640000000000001,2801 8527,711733308,Existing Customer,45,F,2,Uneducated,Single,Less than $40K,Blue,36,2,2,2,1839.0,0,1839.0,0.782,4930 8528,710518308,Existing Customer,54,F,2,Doctorate,Married,Less than $40K,Blue,35,1,4,2,1685.0,0,1685.0,0.457,4155 8529,716586408,Existing Customer,48,F,3,Graduate,Unknown,Less than $40K,Blue,36,1,1,3,4850.0,1022,3828.0,0.603,4187 8530,713152383,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,27,1,1,1,2840.0,2517,323.0,0.591,4405 8531,771935283,Existing Customer,47,F,4,Graduate,Single,$40K - $60K,Blue,36,1,2,1,2977.0,1927,1050.0,0.731,5217 8532,720460083,Attrited Customer,45,F,4,Unknown,Single,Unknown,Gold,27,1,2,3,34516.0,0,34516.0,0.331,2198 8533,825838908,Existing Customer,39,F,1,Uneducated,Single,Less than $40K,Blue,35,1,5,1,1961.0,0,1961.0,0.631,4846 8534,709082808,Existing Customer,53,F,2,High School,Married,Less than $40K,Blue,36,2,3,2,2156.0,1198,958.0,0.507,5092 8535,710937783,Existing Customer,53,F,0,Uneducated,Married,$40K - $60K,Blue,40,1,3,3,2772.0,2414,358.0,0.805,5313 8536,789540108,Existing Customer,29,F,1,Uneducated,Married,Less than $40K,Blue,21,2,1,3,2832.0,1819,1013.0,0.674,4761 8537,709824633,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,35,2,5,3,1552.0,1375,177.0,0.995,5064 8538,717874533,Attrited Customer,46,M,2,High School,Single,$40K - $60K,Blue,36,5,2,2,6362.0,0,6362.0,0.596,1968 8539,712571883,Existing Customer,40,M,3,Graduate,Divorced,Less than $40K,Silver,36,1,3,2,11409.0,1658,9751.0,0.9890000000000001,4677 8540,716926758,Existing Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,27,2,6,2,1965.0,0,1965.0,0.608,4268 8541,716181858,Existing Customer,42,F,2,Uneducated,Married,$40K - $60K,Blue,29,1,2,2,1622.0,0,1622.0,0.7090000000000001,4633 8542,779613933,Existing Customer,38,F,4,Uneducated,Married,Less than $40K,Blue,27,1,3,1,1736.0,1319,417.0,0.667,5045 8543,712136058,Attrited Customer,54,F,2,College,Single,Unknown,Blue,36,1,3,3,8827.0,0,8827.0,0.782,2643 8544,709678608,Existing Customer,49,M,4,High School,Married,$80K - $120K,Blue,36,2,3,3,24256.0,1076,23180.0,0.568,4269 8545,714276408,Attrited Customer,52,F,3,Uneducated,Single,$40K - $60K,Blue,36,2,3,3,1915.0,1445,470.0,0.374,2264 8546,719953383,Existing Customer,38,F,4,College,Single,Less than $40K,Blue,27,2,3,3,1438.3,0,1438.3,0.721,4564 8547,718795083,Existing Customer,44,F,2,Graduate,Married,Unknown,Blue,26,2,1,3,2006.0,1030,976.0,0.8809999999999999,5337 8548,720503508,Existing Customer,44,F,1,Uneducated,Divorced,Less than $40K,Blue,37,1,2,3,5594.0,1235,4359.0,0.5489999999999999,5220 8549,770762133,Existing Customer,52,F,3,High School,Married,Unknown,Blue,38,2,1,2,3505.0,2517,988.0,0.612,5034 8550,713555133,Attrited Customer,56,F,3,High School,Unknown,Less than $40K,Blue,44,4,3,2,1667.0,595,1072.0,0.63,2424 8551,711232608,Attrited Customer,47,F,5,High School,Single,Less than $40K,Blue,36,2,3,2,1636.0,0,1636.0,0.6940000000000001,2235 8552,780322908,Existing Customer,52,F,3,Unknown,Married,Less than $40K,Blue,38,1,2,3,3281.0,911,2370.0,0.665,4431 8553,708207783,Existing Customer,50,F,3,High School,Single,Less than $40K,Blue,42,1,3,2,1477.0,0,1477.0,0.685,4680 8554,719590458,Attrited Customer,44,F,4,Graduate,Married,Less than $40K,Blue,36,6,3,3,1905.0,0,1905.0,0.845,3120 8555,778679883,Existing Customer,39,M,2,Graduate,Single,$60K - $80K,Blue,19,1,2,1,6146.0,0,6146.0,0.5770000000000001,3645 8556,780230208,Existing Customer,53,M,2,College,Married,$40K - $60K,Blue,40,2,3,0,2672.0,1604,1068.0,0.62,4766 8557,827703258,Existing Customer,42,M,4,High School,Married,$60K - $80K,Blue,38,2,2,2,13426.0,0,13426.0,0.7170000000000001,4674 8558,807379833,Attrited Customer,48,M,3,Graduate,Divorced,$40K - $60K,Blue,43,2,3,3,9104.0,145,8959.0,0.765,2563 8559,711178383,Existing Customer,47,M,2,Post-Graduate,Married,$80K - $120K,Blue,35,1,3,1,30300.0,1166,29134.0,0.715,4146 8560,712203333,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,39,1,2,1,7088.0,1750,5338.0,0.618,4691 8561,709261383,Existing Customer,56,F,3,Graduate,Married,$40K - $60K,Blue,36,2,3,2,1872.0,661,1211.0,0.7559999999999999,4970 8562,715829358,Existing Customer,33,F,4,College,Married,$40K - $60K,Blue,26,1,2,3,2874.0,2517,357.0,0.73,4794 8563,713213133,Existing Customer,36,M,2,Graduate,Single,$40K - $60K,Blue,36,2,2,1,6763.0,1660,5103.0,0.573,4972 8564,778860783,Attrited Customer,57,M,2,Unknown,Divorced,$120K +,Blue,38,1,2,4,24379.0,1116,23263.0,0.62,2836 8565,779442783,Existing Customer,39,F,1,Graduate,Single,Less than $40K,Blue,21,1,2,1,2867.0,1365,1502.0,0.502,4445 8566,780008358,Attrited Customer,59,M,0,Uneducated,Unknown,$60K - $80K,Blue,48,2,6,2,13172.0,0,13172.0,0.8759999999999999,2598 8567,721274208,Attrited Customer,41,F,2,High School,Single,Less than $40K,Blue,36,4,3,3,2201.0,2104,97.0,0.648,2408 8568,714076683,Attrited Customer,29,F,0,College,Married,Less than $40K,Blue,19,2,1,2,3261.0,2517,744.0,0.636,2461 8569,788791383,Existing Customer,39,F,3,High School,Married,$40K - $60K,Blue,21,1,2,1,5027.0,0,5027.0,0.853,4850 8570,709459608,Existing Customer,47,F,2,Unknown,Unknown,$40K - $60K,Blue,36,1,3,3,1811.0,0,1811.0,0.61,5390 8571,711560058,Existing Customer,49,M,1,High School,Married,$60K - $80K,Blue,36,2,3,2,2465.0,1334,1131.0,0.95,4806 8572,717657333,Existing Customer,43,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,3,7584.0,1834,5750.0,0.818,4783 8573,812218908,Attrited Customer,46,F,2,Unknown,Married,Less than $40K,Blue,36,2,3,2,4065.0,2517,1548.0,0.9570000000000001,2899 8574,787482033,Attrited Customer,60,M,1,High School,Divorced,$80K - $120K,Blue,48,1,5,3,28930.0,0,28930.0,0.645,2251 8575,779141658,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,33,1,3,2,4963.0,2115,2848.0,0.767,4989 8576,813810333,Attrited Customer,50,M,3,Post-Graduate,Married,$60K - $80K,Blue,45,6,4,3,2049.0,0,2049.0,0.9740000000000001,2703 8577,789613083,Existing Customer,47,M,3,Uneducated,Divorced,$60K - $80K,Blue,41,2,3,3,1943.0,0,1943.0,0.494,5108 8578,794540883,Existing Customer,56,F,1,Post-Graduate,Married,$40K - $60K,Blue,38,1,2,1,3485.0,1465,2020.0,0.653,4776 8579,811889808,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,38,3,5,1,23459.0,2305,21154.0,0.636,7279 8580,720509433,Existing Customer,51,F,2,College,Single,Less than $40K,Blue,31,2,1,3,2306.0,1627,679.0,0.507,3776 8581,715091208,Existing Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,2,3,3,18177.0,841,17336.0,0.888,8512 8582,719269308,Existing Customer,49,F,2,Graduate,Unknown,Less than $40K,Blue,36,3,1,3,3252.0,2517,735.0,0.878,7418 8583,718200333,Existing Customer,47,F,3,Uneducated,Single,Less than $40K,Blue,41,3,3,0,2894.0,2117,777.0,0.79,7471 8584,713487633,Existing Customer,44,M,3,Post-Graduate,Married,$80K - $120K,Blue,32,3,4,2,34516.0,1807,32709.0,0.665,7663 8585,789363408,Existing Customer,44,M,3,High School,Married,$120K +,Silver,34,3,1,2,34516.0,2517,31999.0,0.8140000000000001,7427 8586,713916708,Existing Customer,53,M,3,Graduate,Single,$120K +,Gold,43,3,1,3,34516.0,2435,32081.0,0.77,7758 8587,823833483,Existing Customer,41,M,3,Graduate,Single,$40K - $60K,Blue,37,3,3,2,7839.0,1544,6295.0,0.715,7904 8588,717756258,Existing Customer,49,M,2,Unknown,Married,$120K +,Blue,38,3,6,3,16494.0,1158,15336.0,0.6920000000000001,7761 8589,712879158,Existing Customer,49,M,1,High School,Married,$60K - $80K,Gold,36,2,2,3,6224.0,2201,4023.0,0.8320000000000001,7693 8590,709474683,Existing Customer,42,F,3,College,Married,Less than $40K,Blue,13,3,2,3,6078.0,1478,4600.0,0.8490000000000001,8442 8591,772313358,Existing Customer,50,M,3,High School,Single,$80K - $120K,Blue,39,3,3,2,21322.0,2216,19106.0,0.9209999999999999,8693 8592,711856683,Existing Customer,51,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,2,3,3,1590.0,1273,317.0,0.64,7352 8593,718530258,Existing Customer,52,F,3,Uneducated,Divorced,Less than $40K,Blue,36,3,1,2,1986.0,1411,575.0,0.799,7249 8594,716288208,Existing Customer,48,M,3,Graduate,Single,$60K - $80K,Blue,36,2,1,1,15618.0,0,15618.0,0.706,7549 8595,718712583,Existing Customer,44,M,2,Uneducated,Married,$80K - $120K,Blue,33,3,1,1,34496.0,1665,32831.0,0.883,8092 8596,806432433,Existing Customer,40,F,2,High School,Single,$40K - $60K,Blue,35,2,1,2,2544.0,1713,831.0,0.696,8006 8597,720074583,Existing Customer,42,M,1,Graduate,Unknown,$80K - $120K,Blue,36,2,1,2,4765.0,1516,3249.0,0.7090000000000001,7380 8598,768848658,Existing Customer,43,F,3,Unknown,Single,Unknown,Blue,37,2,3,1,16583.0,1797,14786.0,0.889,7823 8599,709895508,Existing Customer,42,M,3,Graduate,Married,Less than $40K,Blue,36,2,2,1,6153.0,974,5179.0,0.703,7434 8600,711542358,Existing Customer,42,F,4,High School,Married,Less than $40K,Gold,36,2,3,2,15987.0,1187,14800.0,0.597,7471 8601,718773333,Existing Customer,51,F,4,Unknown,Single,Less than $40K,Blue,40,3,2,2,5139.0,1799,3340.0,0.94,7548 8602,816832383,Existing Customer,61,F,1,High School,Single,Less than $40K,Blue,56,3,2,2,3421.0,2266,1155.0,0.659,6932 8603,714042108,Existing Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,36,3,2,2,11000.0,1013,9987.0,0.6970000000000001,7302 8604,714664683,Existing Customer,46,F,4,Uneducated,Married,Less than $40K,Blue,37,3,3,3,2490.0,0,2490.0,0.835,8178 8605,713894358,Existing Customer,51,M,2,Post-Graduate,Unknown,$80K - $120K,Gold,46,2,3,2,34516.0,814,33702.0,0.735,7889 8606,715436883,Existing Customer,48,F,3,Post-Graduate,Married,Less than $40K,Blue,36,2,2,1,2490.0,1582,908.0,0.76,7719 8607,715260558,Existing Customer,44,F,4,High School,Single,$40K - $60K,Blue,36,3,2,2,2055.0,0,2055.0,0.975,7674 8608,713664258,Existing Customer,56,M,2,Unknown,Single,$40K - $60K,Blue,48,2,2,1,14344.0,2014,12330.0,0.726,7359 8609,713364783,Existing Customer,42,F,1,Post-Graduate,Single,Less than $40K,Blue,28,3,3,0,3453.0,1010,2443.0,0.8009999999999999,8108 8610,718078008,Existing Customer,40,M,2,College,Divorced,$60K - $80K,Blue,36,3,2,1,20304.0,0,20304.0,0.809,7494 8611,798546408,Existing Customer,61,F,1,College,Single,Less than $40K,Blue,55,2,3,2,8283.0,1444,6839.0,0.698,7553 8612,779018508,Existing Customer,45,M,4,Uneducated,Single,$80K - $120K,Blue,35,2,2,2,11318.0,2082,9236.0,0.733,7179 8613,802668333,Attrited Customer,49,M,2,Graduate,Single,$80K - $120K,Blue,43,2,3,3,2384.0,1919,465.0,0.5,3512 8614,718320933,Existing Customer,47,M,3,Uneducated,Married,$60K - $80K,Blue,36,2,3,1,11919.0,2347,9572.0,0.8420000000000001,8257 8615,789016983,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,32,2,5,1,2948.0,968,1980.0,0.946,7834 8616,713907633,Existing Customer,43,M,3,College,Unknown,$60K - $80K,Blue,36,2,1,2,5397.0,1265,4132.0,0.6759999999999999,7791 8617,708474333,Existing Customer,42,M,3,Graduate,Married,$60K - $80K,Blue,29,3,3,1,12294.0,2517,9777.0,0.775,7906 8618,778894233,Existing Customer,42,M,5,High School,Unknown,$80K - $120K,Blue,23,3,2,3,7253.0,0,7253.0,0.644,7595 8619,717244683,Existing Customer,43,F,3,College,Married,Unknown,Blue,36,3,3,3,21922.0,1467,20455.0,0.696,7409 8620,711410958,Existing Customer,40,M,3,High School,Married,$60K - $80K,Blue,28,2,2,3,13452.0,2517,10935.0,0.7809999999999999,7582 8621,799711833,Existing Customer,50,F,3,College,Married,Unknown,Blue,44,2,1,3,24735.0,2296,22439.0,0.8079999999999999,7910 8622,714047733,Existing Customer,53,F,3,Graduate,Single,$40K - $60K,Blue,45,2,2,1,4942.0,2119,2823.0,0.718,7460 8623,710061783,Attrited Customer,49,M,1,Graduate,Married,$40K - $60K,Blue,40,6,1,4,14973.0,0,14973.0,0.895,4517 8624,711082908,Existing Customer,44,M,4,Uneducated,Single,$80K - $120K,Blue,31,3,2,3,19719.0,1303,18416.0,0.91,8385 8625,721190358,Existing Customer,49,M,4,Unknown,Unknown,$80K - $120K,Blue,29,2,2,2,29690.0,2517,27173.0,0.769,7640 8626,712760208,Existing Customer,42,F,4,Graduate,Married,Unknown,Blue,31,3,2,1,6751.0,1192,5559.0,0.7759999999999999,7921 8627,751563933,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,36,3,3,2,9484.0,2451,7033.0,0.637,7242 8628,815498733,Existing Customer,51,F,3,Unknown,Single,Less than $40K,Blue,46,3,2,2,4333.0,1848,2485.0,0.634,7643 8629,718433508,Existing Customer,40,F,3,Uneducated,Unknown,Less than $40K,Blue,30,2,5,2,2481.0,2119,362.0,0.8009999999999999,8097 8630,720935658,Existing Customer,57,F,4,Post-Graduate,Single,Less than $40K,Blue,45,2,2,3,3059.0,1744,1315.0,0.614,7709 8631,714754533,Existing Customer,51,M,0,Doctorate,Single,$120K +,Platinum,44,3,2,3,34516.0,1925,32591.0,0.764,8012 8632,714713508,Existing Customer,49,M,2,Doctorate,Divorced,$80K - $120K,Blue,36,3,3,1,25178.0,1803,23375.0,0.767,7836 8633,715038033,Existing Customer,61,M,1,Graduate,Single,Less than $40K,Blue,54,3,3,1,7169.0,629,6540.0,0.807,8216 8634,809169858,Existing Customer,62,M,2,Graduate,Single,$60K - $80K,Blue,56,2,3,2,18224.0,1383,16841.0,0.705,7728 8635,718379358,Existing Customer,39,M,1,Unknown,Single,$80K - $120K,Silver,28,3,1,3,34516.0,2017,32499.0,0.93,8453 8636,779456508,Existing Customer,52,M,2,Graduate,Divorced,$60K - $80K,Blue,34,2,1,1,4813.0,0,4813.0,0.693,7477 8637,708907833,Existing Customer,38,F,1,High School,Single,Unknown,Blue,27,2,2,2,24965.0,2517,22448.0,0.851,7866 8638,708693558,Existing Customer,50,F,3,High School,Single,Less than $40K,Silver,38,3,2,2,12569.0,2167,10402.0,0.634,7344 8639,718665933,Existing Customer,43,M,3,Unknown,Divorced,$120K +,Blue,30,3,1,2,34516.0,2517,31999.0,0.77,7437 8640,816073983,Existing Customer,53,F,2,College,Single,Less than $40K,Blue,48,2,2,2,8259.0,1182,7077.0,0.8220000000000001,7957 8641,715851333,Existing Customer,42,M,4,High School,Married,$60K - $80K,Blue,27,2,3,2,13804.0,1903,11901.0,0.723,7376 8642,712884408,Existing Customer,43,F,1,High School,Single,Unknown,Blue,30,3,2,0,5700.0,1904,3796.0,0.649,7939 8643,715404783,Existing Customer,43,F,4,Graduate,Married,Less than $40K,Blue,35,3,3,0,6448.0,1464,4984.0,0.615,7546 8644,773356008,Existing Customer,57,M,2,Post-Graduate,Divorced,$60K - $80K,Blue,51,2,3,3,5479.0,1200,4279.0,0.7979999999999999,7960 8645,789525408,Existing Customer,50,F,0,Uneducated,Married,Less than $40K,Blue,42,3,4,2,3749.0,1594,2155.0,0.738,7990 8646,721212258,Existing Customer,48,M,4,High School,Single,$120K +,Blue,40,2,3,3,30210.0,1946,28264.0,0.904,7403 8647,719625933,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,36,2,2,1,5807.0,1143,4664.0,0.785,8000 8648,714304458,Existing Customer,44,M,3,High School,Married,$60K - $80K,Blue,36,2,2,1,3605.0,0,3605.0,0.594,6800 8649,819975183,Existing Customer,44,F,4,College,Single,$40K - $60K,Silver,39,2,1,3,17077.0,2179,14898.0,0.738,7391 8650,785515533,Existing Customer,43,F,2,College,Married,Less than $40K,Blue,37,3,3,1,5380.0,1337,4043.0,0.845,8947 8651,720712533,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Gold,36,2,1,3,34516.0,761,33755.0,0.716,7499 8652,709861008,Existing Customer,47,M,4,Post-Graduate,Married,$80K - $120K,Blue,30,3,3,1,27720.0,2414,25306.0,0.752,8520 8653,713911233,Existing Customer,47,F,3,Doctorate,Single,$40K - $60K,Silver,39,3,2,1,18341.0,1060,17281.0,0.718,7584 8654,712580958,Existing Customer,38,M,1,High School,Single,$120K +,Blue,30,2,1,1,27712.0,2130,25582.0,0.654,7399 8655,719473458,Existing Customer,46,M,3,High School,Single,$40K - $60K,Blue,42,3,2,1,8285.0,1359,6926.0,0.634,7205 8656,711764733,Existing Customer,41,F,4,Uneducated,Unknown,$40K - $60K,Silver,36,3,2,3,19704.0,0,19704.0,0.682,7766 8657,794124708,Existing Customer,47,M,2,Graduate,Unknown,$80K - $120K,Blue,41,2,2,2,21325.0,2197,19128.0,0.647,7053 8658,780707733,Existing Customer,41,M,1,Graduate,Married,$80K - $120K,Blue,30,3,3,2,34516.0,2109,32407.0,0.703,6832 8659,780620883,Existing Customer,49,F,2,Uneducated,Single,$40K - $60K,Blue,37,2,1,3,7045.0,1293,5752.0,0.628,7381 8660,720849708,Existing Customer,44,M,4,Graduate,Single,$80K - $120K,Blue,37,3,3,1,14388.0,2517,11871.0,0.7090000000000001,7042 8661,789312033,Attrited Customer,48,F,4,Post-Graduate,Single,Less than $40K,Blue,38,3,3,3,3874.0,460,3414.0,1.023,4921 8662,778742358,Existing Customer,44,M,4,Graduate,Married,$60K - $80K,Blue,24,2,2,2,4752.0,0,4752.0,0.679,7517 8663,719658858,Existing Customer,50,F,4,Doctorate,Married,Unknown,Silver,36,3,2,1,34516.0,2096,32420.0,0.6659999999999999,7042 8664,713425383,Attrited Customer,59,F,1,High School,Single,Less than $40K,Blue,46,2,3,2,7484.0,1939,5545.0,0.9940000000000001,4923 8665,770842833,Attrited Customer,49,F,3,High School,Married,Unknown,Silver,36,2,3,3,34516.0,1273,33243.0,0.977,4777 8666,712029783,Existing Customer,42,M,4,Uneducated,Single,$80K - $120K,Silver,36,2,2,1,34516.0,2253,32263.0,0.853,7836 8667,718893333,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,36,3,3,2,18336.0,2077,16259.0,0.718,7509 8668,711203658,Existing Customer,46,M,3,Graduate,Unknown,$40K - $60K,Blue,34,3,6,1,2259.0,1346,913.0,0.813,7745 8669,718567758,Existing Customer,41,M,1,College,Married,$40K - $60K,Blue,32,3,4,2,10682.0,1334,9348.0,0.7020000000000001,7332 8670,771719283,Existing Customer,39,F,4,Doctorate,Married,Less than $40K,Blue,27,2,1,1,8587.0,1324,7263.0,0.897,8854 8671,717926358,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,30,3,1,0,5494.0,2142,3352.0,1.014,8328 8672,779751258,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,31,2,1,2,1946.0,1183,763.0,0.8059999999999999,8423 8673,774491958,Existing Customer,53,M,3,High School,Single,$60K - $80K,Blue,47,2,1,3,6228.0,1738,4490.0,0.8290000000000001,8284 8674,713428833,Existing Customer,42,M,3,Unknown,Married,$80K - $120K,Blue,32,2,1,3,7537.0,1239,6298.0,0.8540000000000001,7613 8675,714166833,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Silver,34,3,3,2,13609.0,1432,12177.0,0.836,7796 8676,809464608,Attrited Customer,47,F,3,High School,Married,Unknown,Silver,31,3,3,2,34516.0,2517,31999.0,0.618,2691 8677,789681708,Existing Customer,46,M,3,Uneducated,Married,$60K - $80K,Gold,33,3,1,3,34516.0,713,33803.0,0.772,7750 8678,713102733,Existing Customer,38,F,3,Graduate,Single,Less than $40K,Gold,31,2,3,2,15987.0,1766,14221.0,0.7909999999999999,8195 8679,715195383,Existing Customer,46,F,3,Graduate,Divorced,Less than $40K,Blue,36,3,2,2,2391.0,1625,766.0,0.662,7649 8680,812408058,Existing Customer,39,M,2,Unknown,Unknown,$120K +,Blue,34,2,2,2,34516.0,1082,33434.0,0.629,7845 8681,787226508,Existing Customer,47,M,2,College,Single,$60K - $80K,Blue,41,2,3,3,20811.0,1302,19509.0,0.7929999999999999,7192 8682,713537733,Existing Customer,46,M,4,Doctorate,Unknown,$60K - $80K,Gold,36,2,2,3,34516.0,1426,33090.0,0.823,7582 8683,715170183,Existing Customer,45,M,2,Graduate,Married,$40K - $60K,Blue,36,2,1,3,3735.0,2113,1622.0,0.684,7059 8684,717109983,Existing Customer,50,F,2,High School,Married,$40K - $60K,Blue,39,3,2,2,2275.0,2138,137.0,0.742,7768 8685,713208033,Existing Customer,43,F,3,High School,Married,Less than $40K,Blue,36,2,3,0,7350.0,1360,5990.0,0.7440000000000001,7679 8686,712788258,Existing Customer,48,M,3,College,Married,$40K - $60K,Blue,34,2,2,1,1913.0,1405,508.0,0.6990000000000001,7265 8687,758382183,Existing Customer,50,F,3,Graduate,Unknown,Less than $40K,Blue,43,2,3,3,4249.0,789,3460.0,0.925,8186 8688,715469583,Existing Customer,40,F,2,Graduate,Unknown,$40K - $60K,Blue,36,3,1,2,2136.0,1250,886.0,0.74,7782 8689,709235058,Existing Customer,46,M,4,College,Married,$40K - $60K,Silver,36,3,2,2,18956.0,1694,17262.0,0.7020000000000001,8032 8690,714786483,Existing Customer,45,M,4,College,Single,$60K - $80K,Blue,35,2,2,3,13445.0,1186,12259.0,0.56,7377 8691,713299758,Existing Customer,53,M,1,High School,Single,Less than $40K,Blue,36,3,3,3,8979.0,1289,7690.0,0.6509999999999999,7422 8692,771912408,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,38,3,3,1,6674.0,1402,5272.0,0.695,7468 8693,721445658,Existing Customer,52,F,2,Post-Graduate,Single,Less than $40K,Blue,34,3,3,3,6265.0,1677,4588.0,0.769,8162 8694,719787633,Existing Customer,47,M,0,Graduate,Married,$80K - $120K,Silver,36,3,2,1,34516.0,1913,32603.0,0.84,7535 8695,713697933,Existing Customer,47,M,2,Uneducated,Single,$80K - $120K,Blue,36,3,2,2,34516.0,1264,33252.0,0.774,7827 8696,712208658,Existing Customer,43,M,2,High School,Single,$60K - $80K,Blue,33,1,2,1,13165.0,1255,11910.0,0.81,8126 8697,708219108,Existing Customer,49,M,3,College,Divorced,$80K - $120K,Blue,38,2,3,3,9959.0,1143,8816.0,0.6609999999999999,7300 8698,709065483,Existing Customer,40,F,3,College,Divorced,$40K - $60K,Blue,28,2,2,3,9243.0,2019,7224.0,0.7070000000000001,7841 8699,715237683,Existing Customer,53,F,4,Graduate,Single,Less than $40K,Blue,44,1,1,3,4737.0,1649,3088.0,0.748,7802 8700,712925808,Attrited Customer,51,F,1,Unknown,Married,$40K - $60K,Blue,36,2,3,2,2710.0,0,2710.0,0.9990000000000001,4724 8701,788931558,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,32,1,2,2,2000.0,1739,261.0,0.821,7694 8702,717521508,Existing Customer,41,M,3,High School,Single,$80K - $120K,Gold,28,2,2,0,34516.0,2098,32418.0,0.746,6932 8703,713688933,Existing Customer,42,F,0,Unknown,Married,Less than $40K,Blue,28,1,1,1,8798.0,1509,7289.0,0.845,8020 8704,712405908,Existing Customer,50,M,2,High School,Unknown,$120K +,Blue,40,1,2,3,24670.0,1623,23047.0,0.7909999999999999,7772 8705,789298833,Existing Customer,51,M,2,Uneducated,Divorced,$80K - $120K,Blue,40,1,2,3,23453.0,0,23453.0,0.727,7555 8706,715729683,Existing Customer,44,M,3,High School,Single,$120K +,Silver,36,1,2,2,34516.0,1106,33410.0,0.7759999999999999,7936 8707,717682233,Existing Customer,49,M,4,Uneducated,Married,$60K - $80K,Blue,36,1,2,2,6139.0,1585,4554.0,0.713,7906 8708,712266633,Existing Customer,51,F,2,Unknown,Married,$40K - $60K,Blue,36,2,2,1,14800.0,1020,13780.0,0.8959999999999999,8796 8709,719272458,Existing Customer,53,F,5,Graduate,Single,$40K - $60K,Blue,41,2,1,3,9815.0,1699,8116.0,0.62,7962 8710,780769308,Existing Customer,49,F,4,Unknown,Single,Less than $40K,Blue,29,1,3,2,3919.0,2278,1641.0,0.672,7685 8711,721468533,Existing Customer,59,M,1,Graduate,Single,Unknown,Blue,36,1,5,2,12265.0,1412,10853.0,0.643,7470 8712,816615633,Existing Customer,47,F,2,Doctorate,Married,$40K - $60K,Blue,42,2,3,1,3256.0,2035,1221.0,0.655,7075 8713,720167508,Existing Customer,50,M,3,Uneducated,Single,$80K - $120K,Blue,35,1,2,1,19000.0,2389,16611.0,0.81,7664 8714,711152658,Existing Customer,44,M,4,Graduate,Single,$120K +,Silver,36,2,2,1,34516.0,1635,32881.0,0.768,7219 8715,771772083,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,2,1,1,13197.0,0,13197.0,0.6809999999999999,8424 8716,708419733,Attrited Customer,47,M,3,College,Single,$60K - $80K,Blue,39,5,3,2,22599.0,0,22599.0,1.0390000000000001,4739 8717,709372608,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Blue,31,1,1,2,23457.0,2517,20940.0,0.6759999999999999,7370 8718,788907033,Existing Customer,40,M,2,High School,Unknown,$80K - $120K,Blue,26,1,3,1,5238.0,2077,3161.0,0.6559999999999999,7321 8719,711136008,Existing Customer,41,M,4,Graduate,Single,$80K - $120K,Blue,33,1,1,3,31560.0,1298,30262.0,0.6809999999999999,7641 8720,716691783,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,2,2,3,6218.0,2517,3701.0,0.716,7689 8721,812618883,Existing Customer,47,M,2,High School,Divorced,Unknown,Silver,42,1,2,2,34516.0,2019,32497.0,0.706,7774 8722,715908558,Existing Customer,44,M,0,Graduate,Unknown,$60K - $80K,Silver,36,1,1,1,29572.0,1584,27988.0,0.738,7566 8723,718024908,Existing Customer,52,F,2,Graduate,Unknown,Less than $40K,Blue,40,2,1,3,2743.0,1705,1038.0,0.605,6993 8724,709558608,Existing Customer,39,M,3,Uneducated,Single,$80K - $120K,Blue,31,2,2,3,2844.0,2065,779.0,0.638,7345 8725,824177733,Existing Customer,53,F,2,High School,Single,Less than $40K,Blue,49,1,2,3,9678.0,1710,7968.0,0.745,7682 8726,719784708,Existing Customer,49,M,0,Unknown,Married,$80K - $120K,Blue,36,1,2,1,26882.0,1673,25209.0,0.691,7409 8727,717535083,Existing Customer,52,F,2,Post-Graduate,Married,Less than $40K,Blue,40,2,2,1,5207.0,1121,4086.0,0.578,7153 8728,712453308,Existing Customer,46,M,4,High School,Divorced,$40K - $60K,Silver,36,2,2,3,15034.0,1356,13678.0,0.754,7737 8729,721008933,Existing Customer,44,F,2,Graduate,Divorced,$40K - $60K,Blue,36,1,1,2,3107.0,1995,1112.0,0.6679999999999999,7535 8730,720859533,Existing Customer,52,F,2,High School,Single,$40K - $60K,Blue,39,2,1,1,12214.0,2379,9835.0,0.769,8426 8731,789556533,Existing Customer,52,M,4,Graduate,Married,$80K - $120K,Blue,45,2,2,3,23070.0,1701,21369.0,0.846,8070 8732,717656433,Existing Customer,50,F,2,Graduate,Single,Less than $40K,Blue,40,1,2,2,2167.0,988,1179.0,0.619,7199 8733,792524358,Existing Customer,55,M,3,High School,Single,$80K - $120K,Gold,49,2,1,3,34516.0,810,33706.0,0.787,7917 8734,758211483,Existing Customer,45,M,5,Unknown,Married,$60K - $80K,Blue,38,1,2,3,6895.0,2314,4581.0,0.84,8778 8735,801380808,Attrited Customer,44,M,2,Doctorate,Married,$80K - $120K,Blue,38,1,2,1,25894.0,2517,23377.0,1.046,4847 8736,716329383,Attrited Customer,46,F,3,Graduate,Single,Less than $40K,Blue,36,4,2,3,3138.0,986,2152.0,1.002,4724 8737,716871633,Existing Customer,49,M,1,Uneducated,Single,$120K +,Blue,38,2,2,3,12055.0,1858,10197.0,0.645,7222 8738,718491708,Existing Customer,53,F,2,College,Single,Unknown,Blue,38,2,3,3,16592.0,1435,15157.0,0.76,7642 8739,787502883,Existing Customer,60,F,1,Doctorate,Single,Unknown,Silver,48,1,2,1,34516.0,1542,32974.0,0.603,7443 8740,715183308,Existing Customer,47,M,3,Post-Graduate,Unknown,Unknown,Silver,38,2,1,2,33184.0,855,32329.0,0.728,7190 8741,713872833,Existing Customer,54,F,2,Graduate,Single,$40K - $60K,Blue,41,2,1,3,10753.0,1845,8908.0,0.6890000000000001,7302 8742,708535158,Existing Customer,39,M,2,Post-Graduate,Unknown,$80K - $120K,Blue,29,1,1,3,9959.0,1501,8458.0,0.8220000000000001,8505 8743,711658758,Existing Customer,46,F,3,Uneducated,Married,Less than $40K,Blue,35,6,5,1,2069.0,1101,968.0,0.741,7307 8744,717248583,Existing Customer,43,F,3,College,Married,Less than $40K,Silver,34,4,2,2,11362.0,1871,9491.0,0.8590000000000001,7849 8745,713087958,Existing Customer,53,M,4,High School,Divorced,$120K +,Blue,36,3,3,2,34516.0,1337,33179.0,0.7040000000000001,7919 8746,721495458,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,32,2,1,1,20001.0,0,20001.0,0.742,8094 8747,786097158,Existing Customer,48,M,2,High School,Married,$40K - $60K,Blue,42,2,3,2,8786.0,1559,7227.0,0.909,8575 8748,712219083,Existing Customer,41,M,3,Uneducated,Single,$80K - $120K,Blue,28,1,3,3,7142.0,1917,5225.0,0.727,7892 8749,715327683,Attrited Customer,45,F,4,Post-Graduate,Single,Less than $40K,Blue,36,1,3,3,4477.0,2517,1960.0,1.022,4996 8750,715624533,Existing Customer,41,F,3,Unknown,Unknown,$40K - $60K,Blue,30,1,2,3,5357.0,1272,4085.0,0.708,7730 8751,715599633,Existing Customer,51,M,1,College,Married,$80K - $120K,Silver,38,2,3,2,34516.0,0,34516.0,0.6779999999999999,7686 8752,718958583,Attrited Customer,44,M,4,Post-Graduate,Single,$80K - $120K,Blue,36,5,3,2,2367.0,1606,761.0,0.956,4506 8753,717397983,Existing Customer,39,M,2,Uneducated,Single,$60K - $80K,Blue,29,2,2,3,23402.0,958,22444.0,0.6459999999999999,7570 8754,715037133,Existing Customer,40,M,3,Doctorate,Unknown,Less than $40K,Blue,36,1,1,3,4587.0,1771,2816.0,0.647,7479 8755,818767458,Existing Customer,41,M,3,Graduate,Married,$120K +,Blue,36,2,3,2,6565.0,1130,5435.0,0.823,7729 8756,778863258,Attrited Customer,46,F,4,Unknown,Married,Unknown,Blue,27,1,2,3,6030.0,0,6030.0,1.031,4983 8757,712075083,Attrited Customer,50,M,4,High School,Single,$120K +,Blue,41,4,3,3,6982.0,0,6982.0,1.018,4830 8758,711963183,Existing Customer,50,M,3,Uneducated,Married,Less than $40K,Blue,36,2,3,3,5128.0,0,5128.0,0.7040000000000001,7588 8759,720903258,Attrited Customer,48,M,3,Unknown,Unknown,$60K - $80K,Blue,28,2,2,1,9405.0,0,9405.0,1.033,4801 8760,772404633,Existing Customer,49,M,2,Graduate,Married,$80K - $120K,Silver,39,1,1,2,34516.0,1118,33398.0,0.6709999999999999,7734 8761,713302758,Existing Customer,49,M,2,Graduate,Married,$120K +,Blue,40,2,4,1,14646.0,1448,13198.0,0.895,8160 8762,717859233,Existing Customer,41,M,5,Graduate,Married,$80K - $120K,Blue,37,1,3,2,12578.0,2517,10061.0,0.875,8362 8763,712955433,Existing Customer,36,F,4,Uneducated,Unknown,$40K - $60K,Blue,16,1,2,2,4370.0,1222,3148.0,0.648,7223 8764,718292283,Existing Customer,52,F,1,High School,Single,$40K - $60K,Blue,42,1,3,1,3416.0,1970,1446.0,0.804,8254 8765,713197308,Existing Customer,42,M,4,Graduate,Married,$60K - $80K,Silver,33,1,2,1,6224.0,0,6224.0,0.63,7612 8766,789175683,Existing Customer,49,F,2,College,Married,Less than $40K,Silver,38,2,3,2,10741.0,2517,8224.0,1.087,8352 8767,811700058,Attrited Customer,41,M,2,Graduate,Single,$60K - $80K,Gold,36,2,3,3,34516.0,687,33829.0,1.015,4822 8768,818476383,Existing Customer,50,M,1,Unknown,Unknown,$120K +,Silver,45,2,2,0,34516.0,1514,33002.0,0.736,7333 8769,720164358,Attrited Customer,53,F,4,Graduate,Single,$40K - $60K,Blue,43,1,3,2,6058.0,0,6058.0,0.997,4754 8770,710357208,Existing Customer,49,M,4,Uneducated,Married,$80K - $120K,Blue,39,2,3,2,8561.0,915,7646.0,0.637,7341 8771,711325308,Attrited Customer,46,M,3,Unknown,Single,$80K - $120K,Blue,34,4,3,3,9959.0,0,9959.0,1.0490000000000002,4859 8772,721486908,Existing Customer,51,F,5,High School,Single,Less than $40K,Blue,36,1,1,1,7645.0,2076,5569.0,0.759,7710 8773,711210633,Existing Customer,51,M,3,Uneducated,Single,$60K - $80K,Blue,42,2,4,1,1922.0,1124,798.0,0.7659999999999999,8049 8774,712570458,Existing Customer,51,F,2,High School,Married,Less than $40K,Blue,33,2,1,3,5625.0,1640,3985.0,0.893,7890 8775,712058133,Existing Customer,54,F,2,College,Single,Less than $40K,Blue,36,1,3,3,2274.0,708,1566.0,0.677,7735 8776,708153558,Existing Customer,46,M,5,Doctorate,Divorced,$120K +,Blue,31,1,2,2,34516.0,1802,32714.0,0.871,7936 8777,709893858,Attrited Customer,43,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,6,2,2,9422.0,2108,7314.0,0.8909999999999999,4633 8778,709225758,Existing Customer,48,F,3,Post-Graduate,Married,Unknown,Blue,37,2,1,3,7469.0,2474,4995.0,0.674,8213 8779,709984083,Existing Customer,43,F,3,Unknown,Single,Less than $40K,Blue,36,2,2,2,3849.0,1281,2568.0,0.777,7930 8780,711854808,Attrited Customer,41,M,3,High School,Married,$120K +,Blue,32,2,2,1,34516.0,0,34516.0,0.965,4734 8781,822125283,Existing Customer,49,M,3,Uneducated,Married,$80K - $120K,Blue,45,2,1,1,4778.0,1351,3427.0,0.785,7590 8782,717340608,Existing Customer,51,F,3,High School,Single,Unknown,Gold,39,1,1,2,34516.0,1873,32643.0,0.629,7703 8783,711084183,Existing Customer,47,F,5,Uneducated,Unknown,$40K - $60K,Blue,42,2,2,3,5168.0,2265,2903.0,0.715,8211 8784,720891633,Attrited Customer,53,F,2,High School,Single,Less than $40K,Blue,46,6,1,2,3199.0,0,3199.0,1.047,4805 8785,719607183,Existing Customer,55,F,2,Graduate,Single,Unknown,Blue,42,2,3,2,21046.0,1631,19415.0,0.731,7653 8786,715839708,Existing Customer,51,M,1,Graduate,Married,$120K +,Blue,39,2,3,2,34516.0,2452,32064.0,0.7070000000000001,7111 8787,717008358,Existing Customer,40,F,1,Unknown,Married,Less than $40K,Blue,36,1,2,2,6540.0,0,6540.0,0.723,7919 8788,769152783,Attrited Customer,60,F,2,High School,Single,Less than $40K,Blue,54,1,6,2,8141.0,1811,6330.0,1.043,5043 8789,788240358,Existing Customer,40,F,5,Graduate,Married,Unknown,Silver,24,2,1,2,33441.0,686,32755.0,0.7609999999999999,8452 8790,716098683,Existing Customer,46,F,5,Graduate,Unknown,Unknown,Blue,36,2,3,1,5496.0,1816,3680.0,0.6779999999999999,7985 8791,802675983,Existing Customer,42,F,3,Graduate,Married,Less than $40K,Blue,33,2,3,1,3794.0,1544,2250.0,0.72,7872 8792,712716108,Existing Customer,46,F,2,Graduate,Single,Less than $40K,Blue,36,1,1,1,5785.0,2130,3655.0,0.813,7950 8793,709238358,Existing Customer,51,F,0,Uneducated,Married,Unknown,Blue,39,1,3,2,19387.0,810,18577.0,0.746,7604 8794,708682908,Existing Customer,43,F,4,Unknown,Single,Unknown,Blue,28,2,2,1,2838.0,1934,904.0,0.873,8644 8795,812794983,Existing Customer,41,F,3,College,Married,Less than $40K,Blue,31,2,2,2,4086.0,1974,2112.0,0.775,7932 8796,708968733,Existing Customer,47,M,3,Uneducated,Married,$80K - $120K,Blue,38,1,3,2,31987.0,0,31987.0,0.8140000000000001,7926 8797,779315508,Attrited Customer,43,M,4,Post-Graduate,Single,$40K - $60K,Blue,25,1,2,2,9043.0,1974,7069.0,1.0270000000000001,4638 8798,740065833,Existing Customer,47,F,3,Graduate,Single,Less than $40K,Silver,40,1,2,2,11128.0,2517,8611.0,0.8,8526 8799,721063533,Existing Customer,51,M,2,Graduate,Single,$40K - $60K,Blue,41,1,3,3,3062.0,2058,1004.0,0.622,7289 8800,718189908,Existing Customer,44,F,4,Unknown,Unknown,$40K - $60K,Gold,31,2,2,3,23981.0,2135,21846.0,0.7490000000000001,7885 8801,780064983,Existing Customer,44,M,1,Graduate,Married,$80K - $120K,Gold,29,2,1,3,34516.0,942,33574.0,0.75,7665 8802,770920908,Existing Customer,39,F,0,Unknown,Single,$40K - $60K,Silver,26,1,1,1,22054.0,1146,20908.0,0.8420000000000001,8055 8803,718046433,Existing Customer,53,F,2,Graduate,Unknown,Less than $40K,Blue,35,1,2,3,2199.0,693,1506.0,0.654,7342 8804,711842508,Existing Customer,45,M,3,Uneducated,Unknown,$80K - $120K,Blue,33,2,3,3,9303.0,1580,7723.0,0.877,7825 8805,772869033,Existing Customer,47,M,3,Unknown,Single,$120K +,Gold,38,2,4,3,34516.0,1342,33174.0,0.69,7283 8806,715298808,Existing Customer,40,M,2,High School,Divorced,$40K - $60K,Blue,32,1,3,2,7566.0,1618,5948.0,0.72,7570 8807,708877458,Existing Customer,50,F,3,Uneducated,Married,Unknown,Blue,34,2,3,3,11343.0,0,11343.0,0.7090000000000001,8027 8808,787496733,Existing Customer,47,F,2,Uneducated,Married,Unknown,Blue,35,2,1,1,15155.0,1287,13868.0,0.868,7724 8809,789469083,Existing Customer,55,M,2,Unknown,Single,$80K - $120K,Blue,46,2,1,1,10795.0,0,10795.0,0.855,7855 8810,709497108,Existing Customer,44,F,2,High School,Married,Less than $40K,Blue,36,2,1,0,6633.0,1322,5311.0,0.698,8396 8811,784819758,Existing Customer,54,F,1,Graduate,Single,Unknown,Blue,48,1,1,2,8572.0,2128,6444.0,0.821,7850 8812,720412308,Existing Customer,40,M,4,Unknown,Married,$80K - $120K,Blue,36,2,1,1,34516.0,2330,32186.0,0.693,7635 8813,719178183,Existing Customer,50,M,2,Graduate,Married,$80K - $120K,Silver,42,2,3,3,34516.0,2517,31999.0,0.759,8186 8814,789560433,Attrited Customer,49,M,3,Post-Graduate,Single,$60K - $80K,Blue,42,2,4,2,14895.0,0,14895.0,1.043,5147 8815,712931733,Existing Customer,49,F,4,Graduate,Single,Less than $40K,Blue,36,1,1,3,2636.0,1257,1379.0,0.6609999999999999,7136 8816,714417183,Existing Customer,39,F,1,Uneducated,Unknown,Less than $40K,Blue,31,1,3,1,9511.0,2220,7291.0,0.7120000000000001,7041 8817,771097683,Attrited Customer,43,M,2,High School,Single,$120K +,Blue,30,1,2,2,10896.0,2517,8379.0,1.028,4935 8818,713824983,Existing Customer,43,F,0,High School,Married,Less than $40K,Blue,35,1,1,0,8401.0,1085,7316.0,0.696,7697 8819,715360458,Existing Customer,45,F,3,Graduate,Divorced,Unknown,Blue,36,2,3,2,12406.0,1980,10426.0,0.7909999999999999,8113 8820,711736083,Attrited Customer,47,F,4,College,Divorced,Unknown,Blue,36,4,3,3,6769.0,274,6495.0,0.998,4885 8821,714821433,Existing Customer,45,F,4,College,Married,Less than $40K,Blue,36,2,1,1,2737.0,0,2737.0,0.71,7587 8822,779263533,Existing Customer,34,F,2,Graduate,Unknown,Unknown,Silver,16,2,2,1,32292.0,1731,30561.0,0.7509999999999999,7564 8823,773988708,Existing Customer,52,M,2,Uneducated,Married,$120K +,Silver,43,1,2,2,34516.0,1588,32928.0,0.745,7512 8824,719623083,Existing Customer,33,F,1,Doctorate,Unknown,Less than $40K,Gold,24,2,3,2,15987.0,1992,13995.0,0.7390000000000001,8302 8825,718304583,Attrited Customer,43,M,2,Unknown,Married,$60K - $80K,Gold,33,1,3,2,34516.0,1085,33431.0,1.047,4805 8826,720198183,Existing Customer,42,M,5,College,Married,$40K - $60K,Blue,27,1,3,1,2437.0,1718,719.0,0.608,8028 8827,780545133,Existing Customer,49,M,3,Graduate,Single,$80K - $120K,Blue,36,2,3,1,4557.0,985,3572.0,0.5920000000000001,7333 8828,711128433,Existing Customer,55,M,3,Uneducated,Single,$40K - $60K,Blue,36,1,3,3,10949.0,829,10120.0,0.7490000000000001,7685 8829,789960783,Existing Customer,39,F,1,Graduate,Unknown,Less than $40K,Silver,30,1,2,3,10398.0,1630,8768.0,0.755,7702 8830,709556208,Existing Customer,40,F,3,College,Single,$40K - $60K,Silver,28,2,1,2,22361.0,1873,20488.0,0.701,7586 8831,712053033,Existing Customer,46,M,2,Unknown,Single,$80K - $120K,Blue,34,1,3,2,3841.0,1411,2430.0,0.785,8444 8832,794482158,Existing Customer,46,M,3,College,Single,$80K - $120K,Silver,32,2,1,3,34516.0,1954,32562.0,0.755,7594 8833,780450708,Attrited Customer,58,M,1,College,Single,$120K +,Silver,45,1,3,2,34516.0,0,34516.0,0.9640000000000001,4864 8834,710016708,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Silver,26,1,3,1,10877.0,1802,9075.0,0.706,7974 8835,709434408,Existing Customer,42,M,3,Unknown,Married,$40K - $60K,Blue,26,2,1,2,5848.0,1481,4367.0,0.711,8417 8836,778716783,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,32,1,2,1,11552.0,1970,9582.0,0.705,7180 8837,712447758,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Blue,39,2,2,3,11901.0,2517,9384.0,0.7809999999999999,7998 8838,779435883,Existing Customer,37,M,3,High School,Unknown,$80K - $120K,Blue,19,1,2,2,2273.0,0,2273.0,0.828,7899 8839,719918358,Existing Customer,57,F,3,Graduate,Unknown,Less than $40K,Blue,36,2,2,1,3082.0,2507,575.0,0.687,7787 8840,720474408,Existing Customer,52,M,2,Graduate,Single,$40K - $60K,Blue,41,1,2,2,9298.0,1898,7400.0,0.655,8427 8841,719401158,Existing Customer,62,F,0,Post-Graduate,Single,$40K - $60K,Blue,53,1,2,3,4136.0,0,4136.0,0.64,7739 8842,778430733,Existing Customer,45,M,5,High School,Unknown,$60K - $80K,Blue,25,1,5,1,12399.0,1461,10938.0,0.645,7855 8843,717583908,Existing Customer,57,M,1,High School,Single,$80K - $120K,Blue,45,1,6,1,15030.0,1395,13635.0,0.625,7603 8844,823519458,Existing Customer,44,F,3,Graduate,Married,Less than $40K,Blue,40,1,1,3,6441.0,2151,4290.0,0.64,7123 8845,712381683,Existing Customer,42,F,4,Unknown,Married,Unknown,Blue,36,1,4,2,7469.0,837,6632.0,0.828,8281 8846,716045508,Existing Customer,40,F,2,Unknown,Single,Less than $40K,Blue,36,2,2,3,3569.0,1054,2515.0,0.775,7963 8847,820936533,Existing Customer,47,M,3,Graduate,Unknown,Less than $40K,Blue,43,1,3,3,2781.0,1950,831.0,0.98,9331 8848,721227258,Existing Customer,51,M,1,Post-Graduate,Married,$120K +,Silver,31,2,5,2,34516.0,1991,32525.0,0.718,7520 8849,771304383,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,33,1,2,3,4174.0,2507,1667.0,0.8320000000000001,7905 8850,717600483,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,43,2,2,1,23223.0,628,22595.0,0.8370000000000001,7358 8851,778865583,Existing Customer,46,M,3,Graduate,Married,Less than $40K,Blue,27,1,2,2,6954.0,1502,5452.0,0.624,7510 8852,709871658,Existing Customer,47,F,1,Unknown,Single,Less than $40K,Blue,36,2,3,3,7136.0,2345,4791.0,0.6990000000000001,7729 8853,818280108,Existing Customer,43,F,4,High School,Single,Less than $40K,Blue,38,1,1,1,1820.0,0,1820.0,0.708,7714 8854,716350008,Existing Customer,52,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,2937.0,1633,1304.0,0.857,8235 8855,778172583,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,1,3,2,6636.0,2399,4237.0,0.6809999999999999,7023 8856,719121708,Existing Customer,41,M,2,Graduate,Married,$60K - $80K,Silver,31,2,3,3,31497.0,2192,29305.0,0.868,7685 8857,714342033,Attrited Customer,52,M,1,High School,Married,$120K +,Blue,34,2,3,1,34516.0,0,34516.0,1.038,4863 8858,788811558,Existing Customer,52,F,1,High School,Married,Less than $40K,Blue,35,1,3,3,1959.0,1022,937.0,0.78,7847 8859,788943333,Attrited Customer,51,M,3,Post-Graduate,Married,$80K - $120K,Silver,37,6,2,2,34516.0,989,33527.0,1.021,4810 8860,719258433,Existing Customer,49,M,5,Graduate,Single,$60K - $80K,Blue,42,2,1,3,7801.0,2018,5783.0,0.684,7561 8861,717895833,Existing Customer,55,M,3,College,Single,$120K +,Blue,44,2,2,3,6455.0,1837,4618.0,0.7170000000000001,8001 8862,711550983,Existing Customer,46,M,1,Graduate,Divorced,$40K - $60K,Blue,37,1,2,2,11343.0,1175,10168.0,0.6990000000000001,8313 8863,714077583,Attrited Customer,43,M,3,Post-Graduate,Married,$40K - $60K,Platinum,31,2,3,4,23981.0,593,23388.0,0.987,4758 8864,720939933,Attrited Customer,46,F,4,Unknown,Single,Less than $40K,Blue,33,5,3,5,2879.0,0,2879.0,1.031,4684 8865,716725008,Existing Customer,49,M,4,High School,Married,$80K - $120K,Blue,40,2,3,2,7667.0,2191,5476.0,0.682,7886 8866,788824083,Existing Customer,41,M,2,Uneducated,Single,$120K +,Blue,24,2,2,1,34516.0,1022,33494.0,0.743,8202 8867,716335983,Existing Customer,37,M,2,High School,Single,$80K - $120K,Blue,36,1,2,3,6713.0,1590,5123.0,0.847,7946 8868,719157933,Existing Customer,51,M,2,Uneducated,Married,$120K +,Blue,40,1,3,1,10984.0,1429,9555.0,0.7509999999999999,7850 8869,716704158,Existing Customer,50,M,1,Doctorate,Married,$120K +,Blue,39,2,3,2,34516.0,2517,31999.0,0.778,8087 8870,716258358,Existing Customer,57,M,2,Uneducated,Single,$60K - $80K,Blue,36,1,1,3,23058.0,1534,21524.0,0.701,7009 8871,827904183,Existing Customer,40,M,4,Uneducated,Married,$120K +,Blue,36,2,2,2,17606.0,1377,16229.0,0.861,8104 8872,820394733,Existing Customer,52,M,0,College,Married,$120K +,Gold,47,2,1,1,34516.0,1464,33052.0,0.6890000000000001,7690 8873,716574033,Existing Customer,45,F,3,High School,Divorced,$40K - $60K,Silver,36,2,2,2,18000.0,1829,16171.0,0.675,7149 8874,736786908,Existing Customer,48,F,2,College,Married,Less than $40K,Blue,41,2,2,2,5550.0,2517,3033.0,0.767,6984 8875,774099708,Existing Customer,39,F,3,High School,Single,Less than $40K,Blue,33,2,1,2,1621.0,0,1621.0,0.779,7400 8876,714282333,Existing Customer,49,F,4,College,Married,Less than $40K,Blue,36,1,1,2,3244.0,0,3244.0,0.765,7495 8877,717471933,Existing Customer,45,M,2,Unknown,Married,$40K - $60K,Blue,27,2,2,3,5800.0,1434,4366.0,0.715,8202 8878,818316108,Existing Customer,43,F,1,Graduate,Married,Less than $40K,Blue,38,2,2,1,2550.0,1421,1129.0,0.8190000000000001,8063 8879,709838508,Existing Customer,45,M,3,Graduate,Divorced,$60K - $80K,Silver,31,2,1,3,34516.0,1509,33007.0,0.728,7167 8880,716212383,Attrited Customer,38,M,1,High School,Single,$120K +,Blue,30,5,3,3,10874.0,2415,8459.0,0.9329999999999999,4619 8881,757667133,Attrited Customer,54,M,2,College,Single,$80K - $120K,Blue,47,2,2,2,13769.0,0,13769.0,1.058,4738 8882,794571108,Attrited Customer,39,M,2,Graduate,Divorced,$40K - $60K,Silver,23,5,2,3,17894.0,304,17590.0,0.965,4691 8883,711370458,Existing Customer,49,F,5,Graduate,Married,Less than $40K,Gold,38,1,2,2,15016.0,2016,13000.0,0.7090000000000001,7685 8884,788528958,Existing Customer,45,M,4,Graduate,Single,$120K +,Blue,38,1,1,3,9036.0,0,9036.0,0.753,8356 8885,716745408,Existing Customer,54,M,1,High School,Single,$80K - $120K,Blue,36,1,2,3,12813.0,1998,10815.0,0.8370000000000001,7803 8886,771752508,Existing Customer,40,F,3,Doctorate,Married,Less than $40K,Blue,29,1,1,1,4660.0,1844,2816.0,1.018,8571 8887,788916933,Existing Customer,49,M,5,College,Married,$60K - $80K,Gold,35,1,2,2,34516.0,1064,33452.0,0.7959999999999999,8095 8888,714938733,Attrited Customer,48,M,1,Post-Graduate,Single,$80K - $120K,Blue,38,4,2,2,13174.0,0,13174.0,0.955,4890 8889,761818758,Existing Customer,43,M,1,Graduate,Single,Unknown,Blue,36,1,1,2,11210.0,1079,10131.0,0.6509999999999999,7206 8890,714422058,Existing Customer,42,M,3,Graduate,Single,$120K +,Blue,36,1,2,3,31639.0,2446,29193.0,0.632,7119 8891,712191783,Existing Customer,49,M,4,High School,Married,$120K +,Gold,36,1,1,1,34516.0,1634,32882.0,0.768,7788 8892,716319258,Existing Customer,43,M,4,Uneducated,Single,$120K +,Blue,36,1,1,3,34516.0,1742,32774.0,0.6609999999999999,7360 8893,719813058,Existing Customer,44,F,5,Unknown,Married,Less than $40K,Blue,34,2,1,3,2490.0,1235,1255.0,0.823,8065 8894,712351908,Existing Customer,45,M,3,High School,Unknown,$80K - $120K,Blue,34,1,2,3,26438.0,1655,24783.0,0.92,8029 8895,716742483,Existing Customer,38,F,1,Graduate,Single,Less than $40K,Blue,29,2,3,3,7504.0,1134,6370.0,0.67,7525 8896,708160008,Existing Customer,44,M,1,Uneducated,Married,$120K +,Blue,33,2,2,3,34516.0,1058,33458.0,0.7340000000000001,7412 8897,709269708,Existing Customer,45,M,4,Graduate,Single,$120K +,Platinum,34,2,2,1,34516.0,1488,33028.0,0.732,7281 8898,779098308,Existing Customer,51,F,2,College,Married,Unknown,Blue,32,1,3,2,15048.0,2517,12531.0,0.6659999999999999,7592 8899,717257658,Existing Customer,41,M,3,Graduate,Single,$80K - $120K,Blue,29,2,2,1,9357.0,1942,7415.0,0.8,7971 8900,775112958,Existing Customer,51,M,1,Unknown,Married,$60K - $80K,Blue,45,2,3,3,11548.0,0,11548.0,0.611,7781 8901,788812608,Existing Customer,56,F,2,Uneducated,Single,Less than $40K,Blue,39,1,2,3,8767.0,1684,7083.0,0.7859999999999999,8066 8902,711002058,Existing Customer,42,M,4,Unknown,Single,$40K - $60K,Blue,33,1,3,1,5306.0,2410,2896.0,0.738,7437 8903,716199408,Attrited Customer,52,F,2,Graduate,Single,Unknown,Blue,41,2,3,3,3608.0,2517,1091.0,1.057,4907 8904,718100808,Existing Customer,49,F,1,Uneducated,Married,Less than $40K,Gold,37,2,3,1,15987.0,2065,13922.0,0.705,7395 8905,790051758,Attrited Customer,50,M,2,Graduate,Single,$120K +,Blue,42,2,1,2,31782.0,0,31782.0,1.056,4800 8906,772430733,Existing Customer,42,M,2,Graduate,Married,$120K +,Blue,32,1,1,1,34516.0,1440,33076.0,0.6759999999999999,7168 8907,713460258,Existing Customer,45,F,0,Doctorate,Married,$40K - $60K,Silver,36,1,1,3,19107.0,933,18174.0,0.88,8987 8908,820036533,Existing Customer,50,M,4,Unknown,Married,$80K - $120K,Blue,45,2,1,3,34516.0,1466,33050.0,0.693,7223 8909,719785683,Existing Customer,41,M,4,Post-Graduate,Married,$80K - $120K,Blue,36,1,2,2,21751.0,1573,20178.0,0.878,8332 8910,711830433,Existing Customer,44,F,3,College,Single,Less than $40K,Blue,32,1,2,1,7926.0,1051,6875.0,0.7290000000000001,7677 8911,807393558,Attrited Customer,51,M,4,Unknown,Single,$120K +,Silver,46,2,3,3,34516.0,1279,33237.0,1.02,4615 8912,718306308,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,36,1,2,3,27984.0,1793,26191.0,0.754,8147 8913,772725408,Existing Customer,40,M,3,Uneducated,Divorced,$60K - $80K,Blue,30,2,3,2,24499.0,2517,21982.0,0.777,7667 8914,711183558,Existing Customer,49,M,0,High School,Single,$80K - $120K,Blue,39,2,1,3,2221.0,1291,930.0,0.785,8618 8915,720317658,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,35,2,2,2,5858.0,961,4897.0,0.657,7916 8916,710596983,Existing Customer,51,M,1,Uneducated,Single,$80K - $120K,Blue,37,1,3,2,27318.0,2416,24902.0,0.917,7481 8917,716986458,Existing Customer,44,F,3,High School,Single,Unknown,Blue,36,1,3,2,9766.0,1575,8191.0,0.6609999999999999,7605 8918,717382608,Existing Customer,59,M,1,Graduate,Single,$60K - $80K,Silver,36,2,2,2,26692.0,2517,24175.0,0.7959999999999999,8780 8919,825767658,Existing Customer,49,M,2,Graduate,Single,$60K - $80K,Gold,45,2,3,1,34516.0,913,33603.0,0.698,7711 8920,717513933,Existing Customer,38,M,3,College,Single,$120K +,Blue,26,2,2,1,14938.0,0,14938.0,0.626,7385 8921,789186858,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,41,2,5,1,33256.0,928,32328.0,0.6940000000000001,7796 8922,717658758,Existing Customer,49,M,4,Graduate,Single,$120K +,Silver,36,2,2,2,34516.0,0,34516.0,0.622,7962 8923,715575258,Existing Customer,47,M,2,Graduate,Single,$40K - $60K,Blue,35,1,6,3,5791.0,1957,3834.0,0.654,7823 8924,714975633,Existing Customer,51,F,2,High School,Single,Unknown,Blue,36,2,1,2,2319.0,1347,972.0,0.722,7558 8925,715396983,Existing Customer,46,M,1,Uneducated,Married,$80K - $120K,Blue,36,2,3,2,17698.0,1769,15929.0,0.623,8056 8926,712624383,Existing Customer,52,M,4,College,Single,$80K - $120K,Silver,41,1,1,2,34516.0,1701,32815.0,0.715,7707 8927,721335558,Existing Customer,57,F,2,Graduate,Single,Less than $40K,Blue,36,1,2,3,6482.0,1686,4796.0,0.753,7544 8928,711167808,Attrited Customer,40,M,4,Unknown,Single,$60K - $80K,Blue,30,4,3,6,18975.0,0,18975.0,1.028,4803 8929,713761608,Existing Customer,44,M,3,Graduate,Divorced,$60K - $80K,Silver,34,2,3,3,34516.0,1652,32864.0,0.865,8450 8930,713367858,Existing Customer,47,M,3,Unknown,Single,$40K - $60K,Blue,36,2,2,2,2479.0,1748,731.0,0.831,8042 8931,710489583,Existing Customer,41,F,3,Graduate,Unknown,Less than $40K,Blue,36,1,1,1,4941.0,1040,3901.0,0.765,7631 8932,720422358,Existing Customer,42,M,1,Post-Graduate,Single,$60K - $80K,Gold,36,1,1,2,34516.0,2276,32240.0,0.767,7485 8933,772098858,Existing Customer,44,F,4,Uneducated,Married,Unknown,Blue,33,1,2,1,8230.0,1333,6897.0,0.6920000000000001,7736 8934,789304983,Existing Customer,44,M,0,Unknown,Married,$40K - $60K,Silver,34,2,1,2,22226.0,1864,20362.0,0.8640000000000001,8753 8935,779257233,Existing Customer,47,M,2,Uneducated,Single,$120K +,Blue,29,2,3,2,28852.0,1974,26878.0,0.713,7432 8936,717579258,Attrited Customer,36,M,1,Unknown,Unknown,$40K - $60K,Blue,36,2,3,3,6893.0,1462,5431.0,1.031,4782 8937,709418508,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Blue,35,1,2,3,7653.0,1693,5960.0,0.6829999999999999,7508 8938,778439883,Existing Customer,50,M,1,High School,Unknown,$80K - $120K,Blue,31,1,2,2,26840.0,769,26071.0,0.609,7969 8939,716063583,Existing Customer,41,M,3,High School,Divorced,$60K - $80K,Blue,32,1,2,1,4549.0,2109,2440.0,0.953,8642 8940,716609433,Attrited Customer,55,M,2,High School,Divorced,$120K +,Blue,46,5,3,2,16828.0,2517,14311.0,1.0590000000000002,4939 8941,721053633,Existing Customer,45,M,2,College,Single,$40K - $60K,Blue,31,2,2,1,6530.0,1425,5105.0,0.716,8904 8942,711559008,Existing Customer,40,F,4,Post-Graduate,Single,$40K - $60K,Blue,28,2,1,2,11642.0,1501,10141.0,0.935,9137 8943,718698558,Existing Customer,43,M,3,College,Single,$80K - $120K,Blue,34,2,2,2,5390.0,1324,4066.0,0.611,7739 8944,770190258,Existing Customer,49,F,3,Graduate,Married,Less than $40K,Blue,43,2,1,1,7037.0,0,7037.0,0.752,7678 8945,709008708,Existing Customer,47,M,3,College,Married,Less than $40K,Blue,34,2,1,2,8390.0,0,8390.0,0.8,8316 8946,823922208,Existing Customer,49,M,3,Unknown,Single,$60K - $80K,Blue,45,1,1,1,2122.0,1101,1021.0,0.711,7404 8947,718457058,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,35,1,1,1,3442.0,2517,925.0,0.62,7801 8948,708472008,Existing Customer,44,F,3,Uneducated,Married,Less than $40K,Blue,36,2,3,3,6680.0,1839,4841.0,0.617,7632 8949,710395233,Existing Customer,42,F,2,Graduate,Single,Unknown,Silver,36,2,2,3,34516.0,1066,33450.0,0.846,8657 8950,716732958,Existing Customer,44,F,2,High School,Married,$40K - $60K,Blue,32,2,2,3,7244.0,2031,5213.0,0.7240000000000001,7925 8951,780108408,Existing Customer,52,M,2,Graduate,Married,$80K - $120K,Blue,37,1,3,1,34516.0,1369,33147.0,0.764,7745 8952,720962208,Attrited Customer,42,M,2,Post-Graduate,Married,$60K - $80K,Blue,27,2,2,2,2476.0,2250,226.0,0.9690000000000001,4659 8953,714019083,Existing Customer,40,F,1,Graduate,Married,Less than $40K,Blue,30,1,1,3,2019.0,803,1216.0,0.882,8426 8954,721225083,Existing Customer,54,F,2,Unknown,Divorced,Less than $40K,Blue,36,1,2,1,8758.0,1511,7247.0,0.674,7680 8955,819109308,Existing Customer,62,M,0,Graduate,Divorced,$60K - $80K,Blue,56,1,3,3,6103.0,2517,3586.0,0.74,8080 8956,721029858,Existing Customer,52,F,3,Graduate,Single,Less than $40K,Blue,36,2,1,2,2166.0,1458,708.0,0.7120000000000001,8215 8957,716762733,Existing Customer,50,F,2,Doctorate,Single,Less than $40K,Blue,40,2,1,1,3449.0,1634,1815.0,0.7759999999999999,8300 8958,710260983,Existing Customer,51,F,4,Graduate,Divorced,Less than $40K,Blue,36,2,3,2,2984.0,2512,472.0,0.861,8296 8959,793608258,Attrited Customer,54,F,3,Graduate,Single,Less than $40K,Silver,48,1,5,2,13432.0,0,13432.0,0.9179999999999999,4909 8960,719677758,Existing Customer,39,F,1,Unknown,Married,$40K - $60K,Blue,36,2,1,3,10830.0,2184,8646.0,0.907,8814 8961,771411408,Attrited Customer,50,M,1,Post-Graduate,Unknown,$80K - $120K,Blue,38,2,3,4,2673.0,0,2673.0,1.043,4929 8962,794191008,Existing Customer,46,M,2,College,Married,$120K +,Blue,40,1,2,2,34516.0,1649,32867.0,0.741,7552 8963,708905733,Existing Customer,45,M,5,Uneducated,Single,$60K - $80K,Blue,32,1,2,1,20633.0,1989,18644.0,0.67,7570 8964,788327358,Existing Customer,61,M,1,Graduate,Single,Unknown,Blue,54,1,1,3,9070.0,2097,6973.0,0.8009999999999999,8440 8965,751974258,Existing Customer,51,M,3,Unknown,Unknown,$120K +,Blue,44,2,2,3,11954.0,0,11954.0,0.779,7345 8966,805516608,Existing Customer,50,M,1,Graduate,Married,$80K - $120K,Silver,45,2,1,3,34516.0,925,33591.0,0.7709999999999999,7755 8967,720006333,Attrited Customer,48,M,2,College,Divorced,$80K - $120K,Blue,40,4,3,3,4479.0,0,4479.0,0.89,4520 8968,780114558,Existing Customer,50,M,1,High School,Married,Less than $40K,Blue,35,2,1,3,3968.0,2264,1704.0,1.0979999999999999,12535 8969,713090658,Existing Customer,58,F,2,Uneducated,Single,Unknown,Blue,44,1,2,2,2599.0,1407,1192.0,0.727,8061 8970,718889508,Existing Customer,46,M,2,College,Divorced,$60K - $80K,Blue,37,1,3,1,10074.0,1223,8851.0,0.955,8256 8971,824799108,Existing Customer,46,F,3,High School,Married,$40K - $60K,Blue,42,2,2,1,10901.0,1874,9027.0,0.608,7498 8972,788618208,Existing Customer,42,F,5,Unknown,Single,Less than $40K,Blue,30,2,3,3,8325.0,0,8325.0,0.823,8198 8973,713133258,Existing Customer,38,M,3,Unknown,Single,$80K - $120K,Silver,36,2,2,3,34516.0,2008,32508.0,0.858,8872 8974,717370533,Existing Customer,40,M,3,Post-Graduate,Single,$120K +,Blue,26,1,2,1,34516.0,2088,32428.0,0.627,6453 8975,720425508,Existing Customer,43,M,5,Graduate,Single,$80K - $120K,Blue,36,1,1,3,7196.0,696,6500.0,0.8390000000000001,8689 8976,712948383,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Gold,36,1,6,1,34516.0,0,34516.0,0.72,7396 8977,712839633,Existing Customer,38,M,2,Uneducated,Single,$80K - $120K,Blue,22,2,1,3,34516.0,1595,32921.0,0.8240000000000001,8871 8978,820330008,Existing Customer,46,M,5,High School,Married,$120K +,Blue,42,1,1,3,32926.0,1540,31386.0,0.862,8231 8979,826150608,Existing Customer,44,M,4,Uneducated,Unknown,$40K - $60K,Silver,40,1,1,2,18072.0,1378,16694.0,0.73,8199 8980,779187783,Existing Customer,50,M,2,Unknown,Single,$80K - $120K,Blue,38,2,3,1,24533.0,1813,22720.0,0.745,8436 8981,720809358,Existing Customer,39,M,1,College,Unknown,$40K - $60K,Blue,32,1,1,3,4874.0,2317,2557.0,0.8540000000000001,7776 8982,714054408,Existing Customer,50,M,3,College,Unknown,$60K - $80K,Blue,42,1,2,3,12889.0,1822,11067.0,0.88,8272 8983,789827208,Existing Customer,41,F,5,Graduate,Married,Less than $40K,Blue,31,2,3,1,7531.0,1692,5839.0,0.7709999999999999,7768 8984,718308558,Existing Customer,49,F,4,Graduate,Divorced,Less than $40K,Blue,37,2,6,1,1838.0,1155,683.0,0.742,7688 8985,801064833,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,1,2,30117.0,2129,27988.0,0.769,7930 8986,719838558,Existing Customer,46,M,2,Uneducated,Single,$60K - $80K,Blue,35,1,1,1,5131.0,1484,3647.0,0.75,7432 8987,714510483,Existing Customer,44,M,3,Graduate,Single,$80K - $120K,Gold,36,2,3,3,34516.0,2517,31999.0,0.703,7640 8988,718246458,Existing Customer,53,M,3,Graduate,Single,$80K - $120K,Blue,45,2,1,2,24262.0,1984,22278.0,0.805,8241 8989,710822808,Existing Customer,51,M,0,College,Single,$80K - $120K,Blue,33,1,3,1,34516.0,1228,33288.0,0.747,7854 8990,791730183,Attrited Customer,38,F,2,College,Unknown,Less than $40K,Blue,32,2,2,6,7385.0,1817,5568.0,1.0290000000000001,5070 8991,709722858,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Blue,37,2,2,2,20708.0,1357,19351.0,0.852,8503 8992,712582983,Attrited Customer,47,F,3,Graduate,Married,Less than $40K,Silver,36,4,3,1,14057.0,1381,12676.0,1.0390000000000001,4729 8993,714999483,Existing Customer,38,M,4,Uneducated,Unknown,$80K - $120K,Silver,36,2,1,2,34516.0,1132,33384.0,0.84,9389 8994,711388458,Existing Customer,45,M,3,High School,Married,$60K - $80K,Blue,36,2,5,1,17072.0,1519,15553.0,0.831,8591 8995,796174983,Existing Customer,52,M,2,High School,Single,$80K - $120K,Blue,46,2,3,3,25737.0,1168,24569.0,0.718,7722 8996,712918083,Existing Customer,44,F,1,Unknown,Single,Less than $40K,Blue,33,1,3,1,2211.0,768,1443.0,0.745,7527 8997,715459158,Existing Customer,35,F,4,High School,Unknown,Unknown,Blue,26,2,1,2,16950.0,0,16950.0,0.625,7821 8998,712687083,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,24,1,1,3,15043.0,0,15043.0,0.649,7234 8999,713003358,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,30,2,2,2,29338.0,159,29179.0,1.0170000000000001,4983 9000,812443458,Existing Customer,57,M,4,Graduate,Single,$120K +,Blue,52,2,3,2,25808.0,0,25808.0,0.7120000000000001,7794 9001,712984983,Existing Customer,43,F,2,Unknown,Married,Less than $40K,Blue,30,1,3,2,2248.0,1853,395.0,0.6659999999999999,7739 9002,708826158,Existing Customer,45,F,4,Uneducated,Divorced,$40K - $60K,Blue,27,2,2,1,3670.0,1684,1986.0,0.675,8608 9003,788725608,Existing Customer,44,F,3,Graduate,Single,Less than $40K,Blue,17,1,2,3,8861.0,1149,7712.0,0.718,8387 9004,717559533,Existing Customer,47,M,3,Graduate,Married,$120K +,Silver,42,1,3,1,34516.0,1161,33355.0,0.74,8212 9005,720443358,Existing Customer,50,M,2,Unknown,Married,$60K - $80K,Blue,36,1,3,1,8014.0,1250,6764.0,0.667,6950 9006,806694333,Existing Customer,44,F,4,Unknown,Married,Less than $40K,Blue,39,1,1,1,2771.0,1779,992.0,0.841,8268 9007,709770408,Existing Customer,51,M,2,Graduate,Married,$120K +,Silver,36,1,1,2,34516.0,1702,32814.0,0.705,8652 9008,718259433,Attrited Customer,45,F,3,High School,Married,Unknown,Blue,40,1,4,2,8383.0,0,8383.0,1.036,5460 9009,770705208,Existing Customer,44,F,2,Unknown,Single,Less than $40K,Gold,30,1,3,3,15365.0,630,14735.0,0.807,7890 9010,720655833,Attrited Customer,48,F,4,High School,Married,Less than $40K,Blue,30,2,3,2,2913.0,0,2913.0,1.058,4955 9011,797898858,Existing Customer,40,F,2,Uneducated,Single,Less than $40K,Blue,34,1,2,1,4748.0,2085,2663.0,0.615,7288 9012,779548008,Existing Customer,50,M,2,Graduate,Single,$80K - $120K,Silver,35,1,2,3,34516.0,0,34516.0,0.742,7745 9013,718388733,Existing Customer,38,F,1,College,Unknown,Less than $40K,Blue,32,2,3,3,2609.0,1259,1350.0,0.871,8677 9014,711742758,Attrited Customer,43,F,5,College,Single,$40K - $60K,Blue,32,2,3,1,11508.0,0,11508.0,1.005,5242 9015,757863258,Existing Customer,45,F,4,Graduate,Unknown,Less than $40K,Blue,38,2,2,1,2396.0,887,1509.0,0.604,7480 9016,711947358,Existing Customer,49,M,4,Uneducated,Married,$120K +,Blue,38,2,3,1,18991.0,1208,17783.0,0.727,7716 9017,712157958,Attrited Customer,44,M,3,High School,Married,$80K - $120K,Blue,36,1,3,2,10908.0,0,10908.0,0.983,4883 9018,814760358,Existing Customer,53,M,3,Graduate,Unknown,$40K - $60K,Blue,48,2,2,2,14627.0,1997,12630.0,0.718,7766 9019,710192283,Existing Customer,46,M,4,Post-Graduate,Married,$40K - $60K,Blue,36,1,2,2,2219.0,1180,1039.0,0.768,8686 9020,718977483,Existing Customer,56,M,4,Graduate,Single,$80K - $120K,Blue,46,2,3,1,25736.0,1388,24348.0,0.743,7209 9021,712129158,Existing Customer,63,M,0,Uneducated,Single,$60K - $80K,Blue,36,2,3,1,7997.0,1096,6901.0,0.716,7747 9022,714880533,Existing Customer,40,M,5,Graduate,Single,$40K - $60K,Blue,36,2,2,3,2849.0,1741,1108.0,0.7909999999999999,8669 9023,808287408,Existing Customer,45,M,5,Graduate,Married,$80K - $120K,Blue,40,1,2,0,29227.0,1151,28076.0,0.73,8420 9024,709619433,Existing Customer,52,M,2,Doctorate,Married,$120K +,Blue,44,1,2,2,34516.0,1382,33134.0,0.856,8604 9025,708881583,Existing Customer,50,M,2,Uneducated,Married,$40K - $60K,Blue,43,1,3,1,12458.0,1332,11126.0,0.68,8752 9026,711332883,Attrited Customer,62,M,1,High School,Single,$60K - $80K,Blue,46,2,3,3,7547.0,2477,5070.0,1.021,5294 9027,717696333,Attrited Customer,44,M,4,Unknown,Married,$120K +,Blue,36,4,3,3,34516.0,0,34516.0,1.043,5425 9028,820587258,Existing Customer,45,F,4,Graduate,Married,Less than $40K,Silver,40,2,5,2,10677.0,0,10677.0,0.905,8637 9029,768733533,Existing Customer,53,M,5,Uneducated,Unknown,$80K - $120K,Blue,47,2,3,2,2340.0,1612,728.0,0.696,8851 9030,779779083,Existing Customer,38,F,3,High School,Single,$40K - $60K,Gold,26,2,2,1,23981.0,0,23981.0,0.741,7872 9031,720735408,Existing Customer,44,F,4,Doctorate,Married,$40K - $60K,Blue,30,1,3,1,6329.0,1643,4686.0,0.706,8514 9032,819160158,Existing Customer,42,M,3,Uneducated,Married,$40K - $60K,Blue,37,2,3,3,4960.0,1724,3236.0,0.879,8218 9033,804601833,Existing Customer,44,M,2,High School,Unknown,$60K - $80K,Silver,39,1,2,3,34516.0,1601,32915.0,0.6859999999999999,7491 9034,714823308,Existing Customer,55,F,3,College,Single,Less than $40K,Gold,35,2,3,3,15987.0,1973,14014.0,0.705,7345 9035,711577458,Existing Customer,52,F,1,Uneducated,Single,Less than $40K,Blue,36,2,2,1,3244.0,1855,1389.0,0.7,8087 9036,787539333,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,1,2,3,7298.0,2517,4781.0,0.838,7973 9037,716806383,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,40,1,1,3,28307.0,1506,26801.0,0.818,9042 9038,812230308,Existing Customer,47,M,2,Graduate,Married,$40K - $60K,Blue,42,2,3,3,2430.0,1657,773.0,0.659,8444 9039,778420383,Existing Customer,49,M,1,Graduate,Married,$120K +,Blue,29,2,3,2,7650.0,2045,5605.0,0.8909999999999999,8609 9040,774012933,Existing Customer,47,F,3,College,Divorced,$40K - $60K,Blue,41,1,2,1,6443.0,2073,4370.0,0.8,9277 9041,718756533,Existing Customer,47,M,2,Uneducated,Married,$80K - $120K,Blue,41,1,2,1,13356.0,1497,11859.0,0.753,8963 9042,812224983,Existing Customer,56,M,2,Graduate,Single,$120K +,Blue,51,1,1,2,4675.0,1340,3335.0,0.68,8037 9043,714284358,Existing Customer,61,M,1,Uneducated,Single,$40K - $60K,Blue,52,2,1,1,2177.0,1329,848.0,0.647,7037 9044,709530408,Existing Customer,45,M,4,Doctorate,Single,$120K +,Gold,36,1,3,1,34516.0,1411,33105.0,0.701,8007 9045,750690258,Existing Customer,49,F,2,Graduate,Married,Less than $40K,Blue,39,2,3,3,2821.0,1995,826.0,0.62,8220 9046,716283108,Existing Customer,44,F,4,Uneducated,Married,Less than $40K,Blue,36,2,2,3,6769.0,1133,5636.0,0.743,7986 9047,718353633,Attrited Customer,50,M,1,Post-Graduate,Unknown,$80K - $120K,Gold,36,2,3,2,34516.0,0,34516.0,1.032,5547 9048,718528833,Existing Customer,51,M,1,High School,Married,$120K +,Blue,43,2,3,2,30172.0,1825,28347.0,0.8,8879 9049,718006608,Existing Customer,44,F,5,Uneducated,Single,Less than $40K,Blue,36,1,3,1,7742.0,1163,6579.0,0.7290000000000001,9081 9050,710569233,Existing Customer,46,M,3,Unknown,Single,$80K - $120K,Blue,35,2,1,1,11814.0,1440,10374.0,0.7979999999999999,9185 9051,718694658,Existing Customer,41,M,4,Unknown,Married,$80K - $120K,Blue,32,2,1,3,28687.0,1607,27080.0,0.748,7523 9052,779293308,Existing Customer,51,M,4,Graduate,Married,$60K - $80K,Silver,33,1,3,3,25653.0,2059,23594.0,0.7020000000000001,8305 9053,718276758,Existing Customer,52,F,1,Graduate,Single,$40K - $60K,Blue,40,2,1,2,4705.0,890,3815.0,0.723,8226 9054,712654233,Existing Customer,39,M,3,High School,Married,$80K - $120K,Blue,27,1,3,1,19150.0,1093,18057.0,0.716,8327 9055,719296383,Existing Customer,38,M,2,High School,Single,$60K - $80K,Gold,18,1,2,3,34516.0,1494,33022.0,0.588,7885 9056,808279158,Existing Customer,51,M,3,Graduate,Married,$80K - $120K,Blue,46,1,3,1,11765.0,1429,10336.0,0.8170000000000001,8914 9057,780497958,Existing Customer,41,M,3,High School,Divorced,$80K - $120K,Blue,28,1,3,3,16627.0,2118,14509.0,0.589,7996 9058,715519983,Existing Customer,43,M,2,Post-Graduate,Married,$60K - $80K,Blue,34,1,1,3,13553.0,1448,12105.0,0.925,8751 9059,708568983,Existing Customer,40,M,3,High School,Married,$60K - $80K,Blue,28,2,3,1,11476.0,2365,9111.0,0.65,8110 9060,823648983,Existing Customer,58,M,1,Uneducated,Single,$80K - $120K,Blue,54,1,3,1,5182.0,1459,3723.0,0.72,7960 9061,789412458,Attrited Customer,44,M,2,Post-Graduate,Married,$60K - $80K,Blue,34,6,3,4,23026.0,2517,20509.0,1.032,4909 9062,716837508,Existing Customer,48,M,4,Graduate,Married,$60K - $80K,Blue,37,2,2,1,18477.0,0,18477.0,0.7709999999999999,8695 9063,711249858,Attrited Customer,49,M,4,Unknown,Married,$80K - $120K,Blue,38,2,3,2,29890.0,0,29890.0,0.64,3315 9064,712009083,Existing Customer,48,M,3,Unknown,Unknown,$60K - $80K,Blue,36,2,1,2,8290.0,1030,7260.0,0.87,8980 9065,720522633,Existing Customer,44,M,3,College,Married,$40K - $60K,Silver,36,2,1,2,16199.0,1533,14666.0,0.855,8150 9066,713071383,Existing Customer,54,F,1,Unknown,Single,Unknown,Blue,36,1,3,3,3723.0,1728,1995.0,0.595,8554 9067,712938258,Existing Customer,45,M,2,Graduate,Single,Less than $40K,Silver,32,2,1,3,12695.0,1613,11082.0,0.852,8328 9068,719071158,Attrited Customer,54,F,0,Graduate,Single,Unknown,Platinum,38,2,2,2,34516.0,0,34516.0,0.695,3901 9069,709046958,Existing Customer,46,M,2,Unknown,Married,$60K - $80K,Silver,39,2,1,1,30379.0,2175,28204.0,0.67,9059 9070,708748833,Existing Customer,37,F,3,Graduate,Single,$40K - $60K,Blue,25,2,2,3,9875.0,1239,8636.0,0.9390000000000001,8920 9071,711364233,Existing Customer,41,M,4,Unknown,Married,$60K - $80K,Platinum,26,1,1,2,34516.0,1559,32957.0,0.759,8888 9072,712645908,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,37,1,3,3,2600.0,2047,553.0,0.7490000000000001,8804 9073,708428958,Existing Customer,39,M,2,Unknown,Single,$80K - $120K,Gold,33,1,3,2,34516.0,0,34516.0,0.7240000000000001,9179 9074,719714658,Attrited Customer,61,M,0,Post-Graduate,Single,$60K - $80K,Blue,43,5,3,2,12218.0,0,12218.0,1.005,5272 9075,720874983,Existing Customer,51,M,3,Uneducated,Married,$80K - $120K,Silver,37,1,2,1,34516.0,0,34516.0,0.8140000000000001,8736 9076,719180958,Existing Customer,48,F,2,Uneducated,Divorced,$40K - $60K,Silver,39,2,2,2,21754.0,0,21754.0,0.83,9105 9077,710360583,Existing Customer,46,M,2,Uneducated,Single,$60K - $80K,Blue,35,1,1,0,8396.0,604,7792.0,0.8270000000000001,8329 9078,823848183,Existing Customer,39,F,1,Unknown,Single,Less than $40K,Platinum,35,1,2,3,15987.0,1494,14493.0,0.731,8438 9079,783121008,Existing Customer,55,F,0,Graduate,Single,Less than $40K,Silver,49,1,2,3,12094.0,1870,10224.0,0.845,8285 9080,789529158,Existing Customer,44,M,4,High School,Single,$60K - $80K,Blue,36,1,1,3,2946.0,743,2203.0,0.8270000000000001,8553 9081,708500883,Existing Customer,48,M,2,Uneducated,Single,$40K - $60K,Silver,40,2,3,2,17812.0,0,17812.0,0.75,8379 9082,811965558,Existing Customer,46,F,4,College,Single,$40K - $60K,Blue,41,2,3,3,13743.0,0,13743.0,0.9470000000000001,9406 9083,714383583,Existing Customer,39,F,2,Unknown,Single,$40K - $60K,Gold,36,5,3,3,23981.0,1696,22285.0,0.8370000000000001,8646 9084,809425533,Existing Customer,45,F,2,Uneducated,Divorced,$40K - $60K,Silver,40,5,2,2,15785.0,1174,14611.0,0.732,8097 9085,716858433,Attrited Customer,43,F,4,Graduate,Single,Less than $40K,Blue,32,4,3,1,3015.0,0,3015.0,1.058,5372 9086,812534958,Existing Customer,40,F,3,High School,Married,$40K - $60K,Silver,34,2,2,2,19000.0,1568,17432.0,0.688,8443 9087,714052158,Attrited Customer,49,M,2,High School,Married,$120K +,Blue,39,2,3,2,11714.0,949,10765.0,1.036,5366 9088,780200208,Existing Customer,39,F,2,Unknown,Single,$40K - $60K,Blue,29,2,2,2,11135.0,1563,9572.0,0.746,8777 9089,711458583,Existing Customer,47,M,2,College,Married,$60K - $80K,Silver,35,2,1,1,34516.0,1349,33167.0,0.674,8582 9090,826451433,Existing Customer,42,M,4,Graduate,Single,$80K - $120K,Silver,38,2,1,3,34516.0,2273,32243.0,0.86,8502 9091,719740983,Existing Customer,44,F,1,Unknown,Divorced,Less than $40K,Silver,34,1,1,3,13259.0,866,12393.0,0.81,8998 9092,709019283,Existing Customer,47,M,1,College,Married,$80K - $120K,Blue,39,2,3,1,5660.0,2210,3450.0,0.583,7867 9093,710213508,Existing Customer,63,M,1,High School,Single,$60K - $80K,Blue,54,2,3,3,23355.0,1061,22294.0,0.8640000000000001,8634 9094,710814633,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,31,1,5,3,20734.0,2517,18217.0,0.888,8888 9095,775267158,Existing Customer,43,F,3,Graduate,Married,$40K - $60K,Blue,37,2,1,3,2476.0,1396,1080.0,0.838,8785 9096,712268808,Existing Customer,55,M,4,Graduate,Single,$120K +,Silver,36,2,2,3,34516.0,2443,32073.0,0.8270000000000001,8765 9097,720178158,Attrited Customer,46,F,4,High School,Unknown,Less than $40K,Blue,37,5,3,3,7552.0,0,7552.0,1.047,5537 9098,779805408,Existing Customer,42,M,3,Unknown,Married,Less than $40K,Silver,31,1,1,1,14630.0,0,14630.0,0.752,8217 9099,710958933,Attrited Customer,43,M,3,Graduate,Single,$40K - $60K,Blue,35,5,3,2,6080.0,787,5293.0,0.975,4866 9100,720698883,Attrited Customer,51,M,1,High School,Single,$80K - $120K,Blue,38,2,3,3,28605.0,0,28605.0,1.054,5524 9101,780384483,Attrited Customer,49,M,4,Unknown,Unknown,$80K - $120K,Blue,39,2,2,2,2886.0,925,1961.0,0.946,5481 9102,714190983,Attrited Customer,51,F,2,Graduate,Single,Unknown,Platinum,32,2,3,3,34516.0,531,33985.0,0.98,5418 9103,713808633,Existing Customer,31,F,0,Uneducated,Divorced,Less than $40K,Silver,23,2,2,1,10850.0,1873,8977.0,0.995,13794 9104,710295858,Existing Customer,43,M,4,Graduate,Divorced,$80K - $120K,Blue,32,2,1,2,24244.0,1649,22595.0,0.7759999999999999,8074 9105,713209308,Existing Customer,59,M,0,Graduate,Single,$60K - $80K,Blue,46,2,3,2,17218.0,1829,15389.0,0.638,7971 9106,788709408,Existing Customer,41,F,2,Unknown,Married,Unknown,Blue,21,2,3,1,14746.0,0,14746.0,0.857,14771 9107,717757608,Existing Customer,53,M,2,College,Single,$120K +,Gold,36,2,1,1,34516.0,1051,33465.0,0.863,8938 9108,715300683,Existing Customer,39,M,1,Uneducated,Single,$80K - $120K,Blue,36,1,1,3,34458.0,846,33612.0,0.8170000000000001,8271 9109,711436983,Existing Customer,57,M,3,Unknown,Single,$120K +,Silver,49,1,2,1,34516.0,2517,31999.0,0.693,8596 9110,789582483,Existing Customer,60,M,1,High School,Divorced,$40K - $60K,Blue,53,2,3,3,9369.0,1813,7556.0,0.6579999999999999,7699 9111,790168083,Existing Customer,51,M,0,High School,Unknown,$80K - $120K,Blue,44,2,2,3,22741.0,2176,20565.0,0.6890000000000001,8438 9112,742865883,Attrited Customer,46,F,3,Unknown,Single,$40K - $60K,Blue,39,4,3,3,9110.0,2517,6593.0,1.052,5290 9113,770848308,Existing Customer,45,M,2,Graduate,Married,$60K - $80K,Platinum,31,2,2,1,34516.0,1308,33208.0,0.746,8773 9114,713486583,Existing Customer,41,M,3,Graduate,Married,$60K - $80K,Blue,29,2,2,1,17277.0,2151,15126.0,0.701,8838 9115,708697983,Existing Customer,56,M,0,High School,Unknown,$120K +,Blue,49,2,2,2,34516.0,2156,32360.0,0.698,8766 9116,823539558,Existing Customer,39,F,3,Uneducated,Single,Unknown,Silver,35,2,2,3,33565.0,1627,31938.0,0.66,8360 9117,711339258,Existing Customer,49,F,3,Graduate,Single,$40K - $60K,Silver,36,1,3,1,20176.0,2219,17957.0,0.693,8255 9118,781171908,Existing Customer,45,M,3,Graduate,Single,$40K - $60K,Blue,38,1,3,1,3751.0,1869,1882.0,0.9259999999999999,9497 9119,815582358,Existing Customer,47,F,5,Unknown,Unknown,Less than $40K,Blue,42,2,1,2,2519.0,1584,935.0,0.76,8852 9120,755212608,Attrited Customer,50,M,2,Unknown,Married,$40K - $60K,Blue,43,4,3,3,13067.0,0,13067.0,1.061,5468 9121,716486508,Attrited Customer,45,F,3,High School,Married,$40K - $60K,Blue,37,6,2,2,3399.0,0,3399.0,0.991,5529 9122,771674958,Existing Customer,45,M,2,High School,Married,$40K - $60K,Blue,33,1,3,3,11529.0,1823,9706.0,0.727,8135 9123,787909158,Existing Customer,40,F,3,Graduate,Divorced,Less than $40K,Blue,31,1,3,2,8694.0,1117,7577.0,0.8420000000000001,9523 9124,717140733,Existing Customer,52,F,1,Graduate,Single,Less than $40K,Blue,36,1,3,3,6616.0,831,5785.0,0.7070000000000001,9065 9125,799468083,Existing Customer,51,M,2,Graduate,Married,$40K - $60K,Blue,45,2,2,2,11467.0,1146,10321.0,1.018,14373 9126,718993533,Existing Customer,44,M,2,Graduate,Unknown,$80K - $120K,Blue,37,2,3,0,15821.0,1334,14487.0,0.81,8927 9127,713870958,Existing Customer,56,F,3,Uneducated,Single,Unknown,Platinum,46,2,3,2,34516.0,0,34516.0,0.887,8416 9128,709171308,Existing Customer,30,M,1,High School,Married,$60K - $80K,Blue,16,1,3,3,15795.0,1742,14053.0,1.022,13173 9129,798553158,Attrited Customer,62,F,1,Graduate,Single,Less than $40K,Blue,56,1,2,1,3109.0,0,3109.0,1.054,5470 9130,720819858,Existing Customer,47,F,4,Post-Graduate,Single,Less than $40K,Blue,27,1,2,2,8837.0,2517,6320.0,0.618,8210 9131,815078433,Existing Customer,42,F,4,Unknown,Married,Less than $40K,Blue,37,2,1,3,6551.0,1718,4833.0,1.207,13363 9132,710924658,Existing Customer,52,F,2,High School,Single,$40K - $60K,Blue,36,1,2,2,2540.0,1093,1447.0,0.7829999999999999,9339 9133,709883883,Existing Customer,46,F,4,Uneducated,Divorced,Unknown,Blue,34,2,3,1,8110.0,1549,6561.0,0.8079999999999999,8033 9134,718650258,Existing Customer,54,F,3,Graduate,Single,Unknown,Blue,47,2,3,1,6146.0,2210,3936.0,0.905,12956 9135,711613308,Attrited Customer,58,M,2,Unknown,Single,$60K - $80K,Blue,48,2,1,2,2236.0,710,1526.0,0.434,2562 9136,718558758,Attrited Customer,34,M,1,Unknown,Single,$80K - $120K,Blue,22,1,2,2,3711.0,1413,2298.0,0.175,3922 9137,718504233,Attrited Customer,43,F,4,Uneducated,Married,Less than $40K,Blue,30,2,2,3,2082.0,1794,288.0,0.735,3423 9138,709108533,Existing Customer,49,M,4,Graduate,Married,$80K - $120K,Blue,29,2,2,3,9959.0,2216,7743.0,0.747,15139 9139,713236458,Existing Customer,55,M,4,Unknown,Single,$60K - $80K,Blue,48,2,2,3,18980.0,2517,16463.0,0.655,8295 9140,714352533,Existing Customer,47,F,3,Graduate,Married,$40K - $60K,Silver,29,1,2,2,15472.0,865,14607.0,0.7559999999999999,14132 9141,717353433,Existing Customer,50,F,2,Unknown,Single,Unknown,Blue,42,1,3,3,21498.0,1542,19956.0,0.759,13015 9142,813804783,Attrited Customer,41,F,1,High School,Single,$40K - $60K,Blue,36,4,3,3,2667.0,0,2667.0,0.494,4399 9143,771062733,Existing Customer,44,F,2,Graduate,Single,Less than $40K,Blue,31,1,2,1,4291.0,1285,3006.0,0.846,15511 9144,715649358,Attrited Customer,39,M,2,College,Married,$60K - $80K,Blue,26,1,2,2,3879.0,0,3879.0,0.9279999999999999,7786 9145,713552958,Existing Customer,43,M,5,Graduate,Unknown,$60K - $80K,Blue,28,1,3,1,12773.0,1637,11136.0,0.919,14833 9146,715209333,Existing Customer,32,M,0,High School,Single,$60K - $80K,Blue,36,1,1,1,6224.0,1965,4259.0,0.7390000000000001,13630 9147,769935783,Existing Customer,40,M,3,Unknown,Single,$60K - $80K,Blue,34,2,2,1,9594.0,2517,7077.0,0.945,14213 9148,815613033,Existing Customer,49,M,2,Unknown,Married,Less than $40K,Silver,44,2,2,3,12518.0,1722,10796.0,0.8909999999999999,14276 9149,718732833,Attrited Customer,56,F,1,College,Single,Less than $40K,Blue,48,4,2,2,2783.0,1763,1020.0,0.344,3967 9150,816328308,Existing Customer,60,F,0,Graduate,Married,Less than $40K,Blue,55,2,1,3,3773.0,0,3773.0,0.684,14264 9151,711814608,Existing Customer,41,F,5,High School,Married,$40K - $60K,Silver,36,2,1,1,19281.0,1805,17476.0,0.893,15423 9152,803216433,Attrited Customer,43,F,5,Graduate,Married,Less than $40K,Silver,33,6,3,2,14806.0,2517,12289.0,0.5579999999999999,4804 9153,710694033,Existing Customer,32,M,0,Graduate,Divorced,$40K - $60K,Blue,36,2,1,1,7473.0,1253,6220.0,0.98,13400 9154,709257708,Existing Customer,47,F,2,High School,Single,Less than $40K,Blue,41,1,1,2,3108.0,1978,1130.0,0.917,14965 9155,720174033,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,33,1,3,1,34516.0,975,33541.0,0.738,12871 9156,820666083,Attrited Customer,41,M,2,Graduate,Single,$120K +,Blue,37,5,3,4,27742.0,2517,25225.0,0.835,8646 9157,712044558,Attrited Customer,51,F,1,Uneducated,Single,Less than $40K,Silver,41,6,2,3,14563.0,1309,13254.0,0.708,6408 9158,713131158,Attrited Customer,58,M,2,Uneducated,Single,$80K - $120K,Blue,46,1,3,1,10286.0,0,10286.0,0.9079999999999999,8199 9159,803335008,Existing Customer,48,F,2,Graduate,Divorced,Unknown,Blue,43,2,3,3,7791.0,1472,6319.0,0.9790000000000001,13945 9160,795869583,Existing Customer,53,F,3,Uneducated,Married,Less than $40K,Blue,47,1,3,2,3733.0,1620,2113.0,0.765,15200 9161,789535233,Existing Customer,52,M,1,Graduate,Single,$80K - $120K,Silver,44,2,1,2,34516.0,1618,32898.0,1.0,11603 9162,716441058,Existing Customer,45,F,4,High School,Single,Less than $40K,Silver,36,2,5,2,14416.0,0,14416.0,0.7879999999999999,13820 9163,718113633,Attrited Customer,41,M,3,Uneducated,Married,$120K +,Blue,36,1,2,3,34516.0,0,34516.0,0.377,5603 9164,708908883,Existing Customer,37,F,2,Graduate,Divorced,Less than $40K,Silver,32,1,3,2,12033.0,1025,11008.0,0.684,12603 9165,712152408,Existing Customer,44,M,4,High School,Single,$60K - $80K,Gold,29,1,2,1,34516.0,1930,32586.0,0.615,12478 9166,708229308,Attrited Customer,49,F,2,Unknown,Married,Less than $40K,Blue,41,5,2,2,3243.0,0,3243.0,0.685,6059 9167,715351983,Existing Customer,32,F,2,Unknown,Married,Less than $40K,Blue,20,1,3,2,9761.0,1470,8291.0,0.7959999999999999,14334 9168,798451908,Existing Customer,36,F,2,Graduate,Married,Less than $40K,Blue,30,1,3,2,5723.0,0,5723.0,0.85,12403 9169,794962983,Existing Customer,47,F,3,Graduate,Divorced,Less than $40K,Blue,41,1,1,3,9947.0,2496,7451.0,0.802,14576 9170,721000833,Existing Customer,49,M,0,Uneducated,Married,$60K - $80K,Blue,38,1,3,2,3599.0,0,3599.0,0.738,13324 9171,720086358,Existing Customer,58,M,2,Doctorate,Married,$120K +,Blue,48,2,3,1,12648.0,1604,11044.0,0.7190000000000001,14465 9172,710064033,Attrited Customer,45,M,3,Uneducated,Married,$40K - $60K,Blue,28,2,2,5,4572.0,0,4572.0,0.48,3555 9173,780588258,Existing Customer,53,F,5,Unknown,Married,Less than $40K,Blue,42,1,2,2,4021.0,1745,2276.0,0.784,14567 9174,710833908,Existing Customer,45,M,5,High School,Married,$80K - $120K,Blue,25,1,3,3,25601.0,1384,24217.0,0.745,12896 9175,714449283,Existing Customer,44,M,4,Uneducated,Unknown,$80K - $120K,Blue,36,1,3,1,25428.0,1528,23900.0,0.725,13360 9176,772339383,Existing Customer,54,M,3,Post-Graduate,Single,$40K - $60K,Blue,44,2,5,3,4216.0,1290,2926.0,0.86,13787 9177,721382208,Existing Customer,38,F,2,High School,Married,$40K - $60K,Blue,27,2,1,2,3140.0,2517,623.0,0.8009999999999999,13677 9178,779349783,Existing Customer,46,M,3,Doctorate,Married,$60K - $80K,Blue,31,2,2,2,21161.0,1198,19963.0,0.7829999999999999,13119 9179,789450408,Existing Customer,41,F,2,Uneducated,Married,Unknown,Blue,32,2,5,3,5877.0,1713,4164.0,0.7909999999999999,15106 9180,709210833,Existing Customer,48,F,2,Doctorate,Married,$40K - $60K,Blue,36,1,2,2,9074.0,1648,7426.0,0.727,14084 9181,821752908,Existing Customer,53,M,2,High School,Single,$60K - $80K,Blue,49,2,3,2,4142.0,2252,1890.0,0.7140000000000001,15078 9182,789878283,Existing Customer,39,M,3,Graduate,Married,$40K - $60K,Blue,29,2,2,2,3152.0,1174,1978.0,0.862,13670 9183,709319658,Attrited Customer,48,F,4,Graduate,Single,Less than $40K,Platinum,37,5,3,4,15987.0,0,15987.0,0.8270000000000001,7681 9184,719222133,Existing Customer,41,M,3,Graduate,Single,$40K - $60K,Blue,36,2,3,2,8919.0,1723,7196.0,0.848,13719 9185,715551783,Existing Customer,54,F,2,Uneducated,Married,Unknown,Blue,42,1,1,3,24927.0,1273,23654.0,0.743,14603 9186,712718958,Existing Customer,49,M,2,High School,Divorced,$40K - $60K,Blue,36,2,1,1,3308.0,2150,1158.0,0.879,15019 9187,709764483,Attrited Customer,61,M,1,Graduate,Unknown,$60K - $80K,Blue,53,1,1,2,6157.0,581,5576.0,0.583,4041 9188,783361533,Existing Customer,41,M,3,Unknown,Married,$60K - $80K,Silver,35,2,3,2,33889.0,1203,32686.0,0.9440000000000001,14954 9189,717942033,Existing Customer,52,M,2,Uneducated,Unknown,$120K +,Blue,42,1,1,3,33552.0,1252,32300.0,0.7929999999999999,14490 9190,817908783,Existing Customer,44,M,3,Unknown,Single,$120K +,Silver,39,2,3,1,34516.0,2123,32393.0,0.8009999999999999,14242 9191,713708358,Existing Customer,33,F,3,Unknown,Single,$40K - $60K,Silver,36,2,3,3,19594.0,971,18623.0,0.7609999999999999,12429 9192,713705358,Existing Customer,37,M,2,Graduate,Single,$60K - $80K,Blue,28,2,6,1,7349.0,994,6355.0,0.8640000000000001,13970 9193,789551883,Existing Customer,52,F,3,Graduate,Single,$40K - $60K,Blue,45,1,1,2,14803.0,985,13818.0,0.831,14426 9194,812247033,Attrited Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,46,5,5,2,3536.0,0,3536.0,0.542,3281 9195,717580458,Attrited Customer,43,M,4,Uneducated,Divorced,$80K - $120K,Blue,36,2,3,2,19333.0,0,19333.0,0.9690000000000001,7847 9196,780551733,Existing Customer,54,F,1,High School,Married,Less than $40K,Silver,44,2,2,3,11605.0,1470,10135.0,0.93,12592 9197,719722308,Existing Customer,31,F,0,Uneducated,Divorced,Less than $40K,Blue,22,2,1,3,3329.0,0,3329.0,0.6409999999999999,13109 9198,718328283,Existing Customer,40,F,4,High School,Single,Less than $40K,Blue,36,2,1,3,3961.0,1531,2430.0,0.6459999999999999,12631 9199,826061508,Existing Customer,49,F,4,Uneducated,Unknown,Less than $40K,Blue,45,1,3,1,5975.0,2045,3930.0,0.847,13090 9200,715610733,Attrited Customer,60,M,1,Uneducated,Married,$40K - $60K,Blue,47,6,1,5,3735.0,1175,2560.0,1.036,8193 9201,710161083,Attrited Customer,62,F,0,Uneducated,Single,Less than $40K,Blue,36,6,3,3,5780.0,0,5780.0,0.39399999999999996,6613 9202,712464933,Existing Customer,44,M,2,Graduate,Married,$80K - $120K,Blue,36,2,2,2,19141.0,1933,17208.0,1.05,15203 9203,768181608,Existing Customer,43,F,3,Graduate,Unknown,Less than $40K,Blue,37,2,3,3,3461.0,1767,1694.0,0.8290000000000001,13179 9204,713869083,Existing Customer,56,M,2,High School,Married,$80K - $120K,Blue,43,2,2,1,29394.0,1002,28392.0,0.935,14901 9205,711465333,Existing Customer,35,M,4,High School,Single,$80K - $120K,Blue,26,2,1,1,24250.0,0,24250.0,0.753,12593 9206,719924433,Existing Customer,40,F,4,Graduate,Married,$40K - $60K,Silver,32,1,2,3,16191.0,0,16191.0,0.9670000000000001,13452 9207,719248158,Existing Customer,52,M,2,High School,Divorced,$60K - $80K,Blue,42,1,3,2,7261.0,1443,5818.0,0.972,14533 9208,719944458,Existing Customer,29,M,0,High School,Single,$40K - $60K,Blue,36,2,3,1,4023.0,1437,2586.0,0.69,12510 9209,715799808,Attrited Customer,52,M,0,High School,Single,$60K - $80K,Blue,39,4,3,2,3764.0,0,3764.0,0.7759999999999999,6574 9210,721264533,Existing Customer,49,F,3,Unknown,Married,Less than $40K,Blue,36,1,1,3,3767.0,1106,2661.0,0.9440000000000001,15578 9211,711838008,Attrited Customer,37,M,3,Graduate,Married,$60K - $80K,Blue,28,2,3,2,6407.0,478,5929.0,1.022,9322 9212,711826983,Attrited Customer,47,F,3,Unknown,Married,$40K - $60K,Blue,36,4,3,6,5822.0,0,5822.0,0.655,3240 9213,719413383,Existing Customer,32,M,1,Uneducated,Single,$60K - $80K,Silver,36,2,3,1,33711.0,1437,32274.0,0.9420000000000001,14880 9214,712990458,Existing Customer,44,F,3,Graduate,Married,Unknown,Silver,34,2,2,1,31699.0,1976,29723.0,0.8109999999999999,13653 9215,789594108,Existing Customer,47,M,5,College,Single,$80K - $120K,Blue,41,1,1,3,3429.0,1779,1650.0,0.938,14107 9216,718764708,Existing Customer,45,M,3,Graduate,Unknown,$120K +,Blue,36,1,4,3,8858.0,1359,7499.0,0.741,14223 9217,820271208,Existing Customer,46,M,2,Graduate,Divorced,$60K - $80K,Blue,41,2,2,3,7064.0,1234,5830.0,0.955,13791 9218,708369633,Attrited Customer,34,F,3,Graduate,Married,Less than $40K,Gold,36,6,3,2,15487.0,1847,13640.0,0.943,7031 9219,712055433,Existing Customer,39,F,4,High School,Married,Less than $40K,Blue,36,2,2,1,3600.0,2072,1528.0,0.94,14137 9220,721114458,Existing Customer,46,M,4,College,Single,$120K +,Blue,36,1,2,2,34516.0,585,33931.0,0.802,14319 9221,714959358,Attrited Customer,50,M,3,High School,Married,$80K - $120K,Silver,36,5,3,3,34516.0,2292,32224.0,0.8759999999999999,8045 9222,708396033,Existing Customer,45,F,2,Uneducated,Married,Less than $40K,Blue,27,1,2,2,2490.0,1059,1431.0,0.715,12257 9223,719593608,Attrited Customer,56,M,1,Uneducated,Married,$80K - $120K,Blue,36,6,2,1,33870.0,0,33870.0,0.872,7661 9224,715830558,Attrited Customer,50,M,2,Uneducated,Unknown,$120K +,Blue,38,6,2,1,34516.0,397,34119.0,0.914,7454 9225,716406483,Existing Customer,30,M,0,Unknown,Single,$60K - $80K,Blue,20,1,3,3,23760.0,1349,22411.0,0.961,13124 9226,714941358,Attrited Customer,53,F,4,Graduate,Married,Less than $40K,Blue,36,2,3,6,4005.0,0,4005.0,0.8959999999999999,7022 9227,716088783,Attrited Customer,60,M,0,College,Married,$80K - $120K,Blue,50,1,4,2,29239.0,0,29239.0,1.057,8169 9228,718458858,Attrited Customer,41,M,4,Graduate,Single,$80K - $120K,Silver,29,2,3,6,34516.0,0,34516.0,0.434,3526 9229,715754133,Existing Customer,42,F,3,Graduate,Single,Less than $40K,Blue,32,2,2,3,3391.0,1359,2032.0,0.662,13212 9230,715630983,Attrited Customer,31,F,0,Graduate,Single,Less than $40K,Blue,21,4,2,3,4598.0,0,4598.0,0.439,6317 9231,712768983,Attrited Customer,51,M,4,Graduate,Single,$80K - $120K,Silver,42,6,4,2,34516.0,230,34286.0,1.004,8629 9232,716881683,Attrited Customer,45,M,5,Uneducated,Married,$80K - $120K,Blue,34,2,3,3,3435.0,2517,918.0,0.332,5567 9233,711108408,Existing Customer,55,M,2,Uneducated,Single,$60K - $80K,Blue,36,2,1,1,17540.0,1337,16203.0,0.7340000000000001,14244 9234,717565233,Existing Customer,51,M,3,Doctorate,Single,$80K - $120K,Blue,38,2,3,2,31346.0,1318,30028.0,0.862,13303 9235,789539058,Existing Customer,28,M,0,Uneducated,Single,Less than $40K,Blue,20,1,1,3,4342.0,893,3449.0,0.878,17064 9236,768643158,Existing Customer,44,F,5,Graduate,Divorced,Less than $40K,Blue,38,2,1,3,3842.0,2459,1383.0,0.691,13598 9237,721530633,Existing Customer,51,F,2,Graduate,Single,$40K - $60K,Blue,36,1,1,1,3785.0,1329,2456.0,0.8640000000000001,15209 9238,721188033,Existing Customer,48,M,5,College,Married,Less than $40K,Blue,39,2,3,1,6797.0,2239,4558.0,0.922,16171 9239,810261633,Existing Customer,44,M,4,Graduate,Single,$60K - $80K,Blue,39,2,2,3,9682.0,1727,7955.0,0.88,14991 9240,717529233,Attrited Customer,40,F,3,Graduate,Single,Less than $40K,Blue,30,4,3,2,3319.0,0,3319.0,0.262,4840 9241,719365233,Existing Customer,34,M,4,Unknown,Single,Less than $40K,Blue,23,1,3,2,7664.0,1785,5879.0,0.9470000000000001,15077 9242,720943308,Existing Customer,47,M,3,Graduate,Single,$60K - $80K,Silver,36,1,1,2,30498.0,1990,28508.0,0.8390000000000001,16202 9243,714425283,Existing Customer,50,F,2,High School,Married,Unknown,Blue,40,2,3,2,19962.0,0,19962.0,0.9840000000000001,14703 9244,711794358,Attrited Customer,61,M,0,College,Single,$80K - $120K,Blue,50,2,4,3,21398.0,0,21398.0,0.695,3119 9245,719683158,Attrited Customer,56,F,2,Unknown,Married,Less than $40K,Blue,48,2,4,2,4746.0,0,4746.0,0.862,7154 9246,709406733,Existing Customer,46,M,3,Graduate,Divorced,$80K - $120K,Blue,36,2,2,1,20434.0,1504,18930.0,0.725,13280 9247,708572658,Existing Customer,49,M,5,Graduate,Married,$60K - $80K,Silver,38,1,1,2,29531.0,2088,27443.0,0.843,15039 9248,714001008,Existing Customer,56,M,1,Uneducated,Divorced,$120K +,Blue,36,1,1,2,3730.0,0,3730.0,0.732,13997 9249,712833633,Existing Customer,41,M,2,Post-Graduate,Married,$40K - $60K,Blue,36,2,1,3,10688.0,653,10035.0,0.682,13866 9250,716260833,Attrited Customer,56,F,5,Unknown,Single,Less than $40K,Blue,36,6,3,5,4668.0,2517,2151.0,1.062,8331 9251,708863733,Existing Customer,35,M,3,Unknown,Single,$40K - $60K,Gold,19,1,1,3,22725.0,808,21917.0,0.779,13847 9252,717076458,Existing Customer,40,M,3,Unknown,Single,$40K - $60K,Blue,36,1,3,1,8155.0,1178,6977.0,0.8290000000000001,14955 9253,712412958,Existing Customer,41,F,3,Doctorate,Married,$40K - $60K,Silver,33,1,1,2,18266.0,822,17444.0,0.875,14615 9254,720535008,Existing Customer,46,M,4,Uneducated,Single,$80K - $120K,Blue,36,1,2,3,10492.0,1094,9398.0,0.915,13764 9255,711578658,Existing Customer,56,F,2,High School,Married,$40K - $60K,Blue,49,1,3,3,6380.0,2517,3863.0,0.706,13945 9256,709373883,Existing Customer,37,F,5,Unknown,Married,$40K - $60K,Silver,36,1,1,2,19055.0,2517,16538.0,0.915,15091 9257,780730008,Existing Customer,51,M,2,College,Single,$120K +,Blue,36,2,2,2,3477.0,752,2725.0,0.703,13627 9258,824816358,Existing Customer,36,F,1,Uneducated,Single,Less than $40K,Blue,32,2,3,2,3277.0,0,3277.0,0.84,14252 9259,716106108,Existing Customer,49,M,4,Post-Graduate,Married,$120K +,Silver,41,2,3,2,34516.0,0,34516.0,0.6629999999999999,13376 9260,709807383,Existing Customer,35,F,2,Unknown,Married,Less than $40K,Blue,22,1,1,1,3616.0,1155,2461.0,0.727,15391 9261,716430933,Existing Customer,46,F,4,Unknown,Single,Less than $40K,Blue,36,2,1,2,3973.0,0,3973.0,0.89,13740 9262,789866133,Existing Customer,45,F,3,Graduate,Unknown,$40K - $60K,Blue,35,2,3,2,4318.0,2359,1959.0,0.993,12867 9263,718634058,Existing Customer,48,F,2,High School,Unknown,Unknown,Blue,31,2,2,1,7660.0,764,6896.0,0.877,14844 9264,715129983,Existing Customer,46,F,3,Graduate,Divorced,Unknown,Blue,36,1,3,2,3515.0,0,3515.0,0.8759999999999999,15079 9265,717177783,Existing Customer,36,F,0,Unknown,Married,Less than $40K,Silver,19,1,2,3,13313.0,0,13313.0,1.08,15549 9266,719694408,Attrited Customer,30,F,1,College,Single,Less than $40K,Blue,36,4,3,6,4541.0,0,4541.0,0.976,7996 9267,806992533,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,44,2,1,1,8284.0,797,7487.0,0.8240000000000001,13092 9268,718045008,Attrited Customer,31,M,0,Post-Graduate,Married,Less than $40K,Blue,21,1,2,2,3768.0,0,3768.0,0.799,6639 9269,711010683,Existing Customer,35,M,3,High School,Married,$40K - $60K,Blue,27,1,2,3,14382.0,1950,12432.0,0.578,12941 9270,714759708,Existing Customer,54,F,1,High School,Single,Unknown,Blue,36,2,2,3,10798.0,1378,9420.0,0.631,13681 9271,718801158,Existing Customer,49,M,3,Graduate,Single,$40K - $60K,Gold,36,2,2,2,23981.0,1408,22573.0,0.8440000000000001,14455 9272,712256358,Existing Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,23,1,3,1,22729.0,1581,21148.0,1.025,13672 9273,779803008,Existing Customer,41,F,2,High School,Single,Unknown,Blue,30,2,2,1,27670.0,0,27670.0,0.645,13854 9274,710968008,Existing Customer,37,F,4,Uneducated,Married,Less than $40K,Blue,26,2,1,2,3423.0,647,2776.0,0.73,14308 9275,771584658,Existing Customer,46,F,4,Unknown,Single,Unknown,Silver,34,1,2,3,33874.0,1473,32401.0,0.8029999999999999,13753 9276,718102758,Existing Customer,61,F,0,High School,Married,Less than $40K,Blue,36,2,1,3,3175.0,1116,2059.0,0.978,14071 9277,811076883,Attrited Customer,45,M,3,Graduate,Married,$40K - $60K,Blue,40,1,4,3,7979.0,0,7979.0,0.465,5056 9278,770970558,Existing Customer,41,M,2,Unknown,Single,$80K - $120K,Blue,28,1,2,3,13679.0,2267,11412.0,1.232,15180 9279,758863383,Existing Customer,47,F,2,Uneducated,Unknown,Less than $40K,Silver,36,1,3,2,14767.0,948,13819.0,0.9990000000000001,13090 9280,716863458,Attrited Customer,44,M,2,Uneducated,Single,$80K - $120K,Silver,36,2,3,3,34516.0,569,33947.0,0.919,8570 9281,766821033,Attrited Customer,61,M,0,Unknown,Single,$120K +,Blue,46,6,3,3,4650.0,1162,3488.0,0.82,7976 9282,814590483,Existing Customer,45,F,2,Graduate,Married,$40K - $60K,Blue,40,1,3,3,3592.0,865,2727.0,0.6629999999999999,12777 9283,773283108,Existing Customer,31,M,0,High School,Married,$60K - $80K,Silver,24,1,1,3,32535.0,1722,30813.0,0.856,15738 9284,721006458,Existing Customer,42,M,2,Unknown,Single,$120K +,Blue,35,2,1,3,3214.0,1471,1743.0,0.9329999999999999,14557 9285,714615258,Attrited Customer,32,M,1,High School,Single,$40K - $60K,Blue,36,6,3,2,4819.0,2134,2685.0,0.8340000000000001,9330 9286,788687133,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Blue,31,2,3,1,16433.0,0,16433.0,0.7909999999999999,13678 9287,820108008,Existing Customer,49,M,4,Unknown,Married,$80K - $120K,Blue,44,2,3,3,12174.0,1361,10813.0,1.048,14743 9288,717781608,Existing Customer,52,F,3,Graduate,Married,Less than $40K,Blue,40,2,2,1,9230.0,1518,7712.0,0.774,14082 9289,720136458,Existing Customer,39,M,3,Post-Graduate,Married,$60K - $80K,Blue,36,2,2,3,6867.0,776,6091.0,0.715,14119 9290,716247708,Existing Customer,51,M,4,College,Single,$120K +,Gold,33,2,2,2,34516.0,1848,32668.0,0.775,14149 9291,714968208,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,36,2,3,1,18046.0,0,18046.0,0.8190000000000001,13758 9292,719913783,Existing Customer,40,M,3,Graduate,Single,$40K - $60K,Blue,27,2,2,3,7680.0,1589,6091.0,0.688,13617 9293,720621408,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,36,2,3,2,7825.0,0,7825.0,0.7240000000000001,14326 9294,721169883,Existing Customer,41,M,5,College,Married,$60K - $80K,Blue,31,1,3,2,5002.0,1945,3057.0,1.035,16161 9295,719324658,Existing Customer,27,M,0,College,Unknown,$80K - $120K,Silver,19,1,1,3,34516.0,1131,33385.0,0.715,14716 9296,714577233,Existing Customer,50,F,3,Graduate,Married,$40K - $60K,Blue,41,2,3,1,4755.0,0,4755.0,0.7759999999999999,15999 9297,712367658,Existing Customer,58,M,1,Uneducated,Single,$80K - $120K,Blue,40,1,3,0,22104.0,1783,20321.0,0.805,13830 9298,803655333,Existing Customer,53,M,2,Post-Graduate,Single,$60K - $80K,Silver,47,1,3,3,29038.0,2295,26743.0,0.657,12025 9299,710455608,Attrited Customer,40,M,3,High School,Single,$80K - $120K,Blue,36,2,3,2,4620.0,0,4620.0,0.654,6644 9300,711328458,Existing Customer,58,M,1,High School,Married,$80K - $120K,Blue,50,1,1,3,34516.0,1341,33175.0,0.812,13988 9301,708123033,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Silver,30,2,1,1,11463.0,0,11463.0,0.9079999999999999,14511 9302,713514633,Attrited Customer,59,M,2,Graduate,Single,$60K - $80K,Blue,50,2,4,2,6224.0,0,6224.0,0.8009999999999999,8291 9303,710745633,Existing Customer,53,M,1,Unknown,Married,$120K +,Blue,36,2,3,3,19252.0,751,18501.0,0.8140000000000001,14074 9304,710374008,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,47,1,1,2,34516.0,1583,32933.0,0.631,12906 9305,772166058,Existing Customer,31,M,1,Unknown,Single,$40K - $60K,Blue,20,1,2,3,3232.0,1564,1668.0,0.9690000000000001,13142 9306,715017858,Existing Customer,44,M,2,Uneducated,Married,$120K +,Platinum,36,2,1,3,34516.0,1421,33095.0,0.7440000000000001,14465 9307,717571683,Attrited Customer,47,F,4,Uneducated,Married,$40K - $60K,Gold,34,2,3,3,23981.0,0,23981.0,0.196,4536 9308,743420208,Existing Customer,47,F,2,College,Single,Less than $40K,Blue,40,2,2,2,4822.0,1882,2940.0,0.833,13816 9309,716201883,Existing Customer,46,M,2,Graduate,Unknown,$120K +,Silver,39,2,2,3,34516.0,1381,33135.0,0.9490000000000001,14696 9310,714593883,Existing Customer,53,F,2,Graduate,Married,Less than $40K,Silver,45,1,2,1,12100.0,1350,10750.0,0.8540000000000001,13138 9311,711003483,Existing Customer,40,M,3,Unknown,Divorced,$60K - $80K,Blue,24,2,3,3,20466.0,1138,19328.0,0.868,15121 9312,819628158,Existing Customer,42,M,3,Graduate,Single,$60K - $80K,Blue,37,2,3,1,17887.0,1821,16066.0,0.687,14544 9313,712021233,Attrited Customer,33,M,3,Graduate,Married,$60K - $80K,Blue,15,5,1,3,23399.0,0,23399.0,1.051,9356 9314,708573933,Existing Customer,45,F,2,Unknown,Single,Less than $40K,Silver,36,2,2,3,13026.0,789,12237.0,0.74,14747 9315,710758683,Existing Customer,61,F,1,Graduate,Unknown,$40K - $60K,Silver,48,2,3,3,15698.0,2000,13698.0,0.7490000000000001,12980 9316,718288833,Existing Customer,31,M,1,Unknown,Married,$40K - $60K,Blue,36,1,3,3,5590.0,875,4715.0,0.86,14643 9317,708873183,Existing Customer,47,M,2,Post-Graduate,Single,$60K - $80K,Blue,39,1,3,2,17575.0,618,16957.0,0.917,15473 9318,766224933,Existing Customer,46,M,2,Graduate,Married,$80K - $120K,Blue,39,1,1,1,29528.0,1769,27759.0,0.7709999999999999,14428 9319,771626283,Existing Customer,54,M,2,Post-Graduate,Married,$60K - $80K,Platinum,42,1,3,1,34516.0,1996,32520.0,0.988,15033 9320,720372483,Existing Customer,60,F,0,High School,Married,Less than $40K,Blue,36,1,1,3,4147.0,2262,1885.0,0.565,14624 9321,712916958,Attrited Customer,55,F,2,Graduate,Married,Unknown,Blue,36,5,3,2,12494.0,0,12494.0,0.5760000000000001,7026 9322,716124408,Attrited Customer,32,M,2,Graduate,Single,$120K +,Gold,22,2,2,3,34516.0,1692,32824.0,0.983,7486 9323,714128283,Existing Customer,49,F,1,Unknown,Married,Less than $40K,Silver,40,2,3,2,13411.0,1736,11675.0,0.841,12493 9324,708163758,Existing Customer,41,M,3,Unknown,Married,$120K +,Blue,33,2,4,3,34516.0,638,33878.0,0.7240000000000001,13085 9325,716979183,Existing Customer,45,M,2,College,Married,$60K - $80K,Blue,34,1,1,2,17646.0,1396,16250.0,0.851,15527 9326,716480358,Existing Customer,45,M,3,Uneducated,Single,$60K - $80K,Blue,36,2,2,1,11121.0,1296,9825.0,0.789,13814 9327,800758233,Attrited Customer,30,M,0,College,Single,$60K - $80K,Blue,24,6,2,2,4109.0,0,4109.0,0.9490000000000001,8642 9328,720413658,Existing Customer,44,M,2,High School,Married,$120K +,Blue,31,2,1,3,6176.0,905,5271.0,0.805,15102 9329,715832058,Existing Customer,40,F,5,Graduate,Unknown,Less than $40K,Blue,36,2,2,3,4512.0,1172,3340.0,0.706,14414 9330,716323683,Existing Customer,31,M,0,Graduate,Married,$80K - $120K,Blue,36,2,3,3,32791.0,1607,31184.0,0.752,13177 9331,819616383,Existing Customer,40,F,3,Uneducated,Divorced,Less than $40K,Blue,35,2,3,3,4772.0,2004,2768.0,0.696,14748 9332,771069033,Existing Customer,56,M,1,Unknown,Unknown,$60K - $80K,Blue,43,2,2,3,10602.0,1083,9519.0,0.6559999999999999,14084 9333,821241708,Attrited Customer,47,M,4,Unknown,Unknown,$80K - $120K,Blue,42,1,4,1,7953.0,0,7953.0,1.031,8670 9334,716987358,Attrited Customer,29,M,0,Post-Graduate,Divorced,$60K - $80K,Blue,15,2,1,3,8022.0,0,8022.0,0.381,5660 9335,710300733,Existing Customer,38,M,3,High School,Single,$120K +,Blue,27,2,4,1,34516.0,0,34516.0,0.919,13781 9336,712497783,Existing Customer,56,F,2,Unknown,Married,Less than $40K,Blue,48,1,2,3,9092.0,1363,7729.0,0.83,14779 9337,709259958,Attrited Customer,53,F,1,Graduate,Single,Less than $40K,Blue,44,1,3,2,5541.0,2517,3024.0,0.879,9195 9338,716296833,Existing Customer,56,M,0,Doctorate,Single,$80K - $120K,Blue,47,2,1,2,7204.0,0,7204.0,0.8029999999999999,14042 9339,715728108,Existing Customer,27,F,0,Graduate,Unknown,Less than $40K,Blue,36,1,1,2,4548.0,1450,3098.0,0.8440000000000001,14330 9340,771507258,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,26,1,2,1,3860.0,1175,2685.0,0.7340000000000001,14474 9341,713758758,Existing Customer,48,M,2,High School,Married,Less than $40K,Silver,36,2,2,2,14581.0,2517,12064.0,0.7759999999999999,17628 9342,779809908,Existing Customer,44,F,3,High School,Single,Less than $40K,Blue,34,2,2,2,3084.0,0,3084.0,0.861,12739 9343,816310158,Existing Customer,49,M,4,Uneducated,Unknown,$60K - $80K,Blue,44,1,3,2,12375.0,2263,10112.0,1.044,14500 9344,780349833,Existing Customer,36,M,2,College,Married,$40K - $60K,Gold,23,1,1,3,23981.0,0,23981.0,0.8270000000000001,15236 9345,818235408,Existing Customer,30,M,0,College,Married,$60K - $80K,Blue,25,2,3,1,19534.0,0,19534.0,0.616,15634 9346,709213458,Attrited Customer,42,M,3,High School,Married,$80K - $120K,Blue,36,1,3,2,22993.0,0,22993.0,1.004,7867 9347,719634408,Existing Customer,51,M,2,Unknown,Single,$120K +,Silver,31,2,2,2,34516.0,585,33931.0,0.875,13534 9348,709934808,Existing Customer,59,M,1,Unknown,Single,$40K - $60K,Silver,51,2,2,1,15164.0,1071,14093.0,0.9,13062 9349,712238958,Existing Customer,45,M,4,Graduate,Married,Less than $40K,Blue,36,1,2,3,7231.0,1047,6184.0,0.9470000000000001,15571 9350,711813258,Existing Customer,56,M,2,College,Single,$60K - $80K,Gold,43,2,1,2,34516.0,2022,32494.0,0.7609999999999999,13633 9351,789983133,Existing Customer,31,M,2,Graduate,Unknown,$80K - $120K,Silver,22,2,3,2,34516.0,1780,32736.0,0.8390000000000001,14185 9352,792139308,Existing Customer,48,F,3,Graduate,Single,$40K - $60K,Blue,42,1,2,3,9215.0,639,8576.0,0.6459999999999999,13345 9353,718123608,Existing Customer,32,M,2,Graduate,Married,$80K - $120K,Blue,36,2,1,2,25438.0,1907,23531.0,0.741,16485 9354,715369008,Existing Customer,46,F,3,High School,Single,Less than $40K,Blue,36,1,2,2,3759.0,0,3759.0,0.722,15331 9355,717556758,Existing Customer,52,F,2,High School,Single,Less than $40K,Blue,36,1,2,3,3029.0,2267,762.0,0.8420000000000001,14934 9356,718252533,Attrited Customer,30,F,0,Graduate,Divorced,Less than $40K,Blue,18,5,1,1,4203.0,996,3207.0,0.705,7292 9357,716340783,Existing Customer,48,M,4,High School,Married,$80K - $120K,Blue,36,1,1,2,21526.0,1320,20206.0,0.762,14441 9358,717898758,Attrited Customer,55,F,2,Graduate,Married,Less than $40K,Silver,45,6,3,3,12207.0,0,12207.0,0.319,5838 9359,825743583,Existing Customer,39,F,2,Graduate,Single,Unknown,Silver,35,1,3,3,32089.0,1971,30118.0,0.6709999999999999,13796 9360,717711108,Existing Customer,43,F,3,Unknown,Married,Less than $40K,Blue,27,1,2,2,3541.0,1042,2499.0,0.774,14511 9361,789791808,Existing Customer,43,M,4,High School,Married,$40K - $60K,Blue,32,2,2,2,7139.0,1512,5627.0,1.1059999999999999,14802 9362,807971658,Existing Customer,47,F,3,Unknown,Married,Less than $40K,Blue,42,1,2,3,3669.0,2517,1152.0,0.83,13931 9363,770220558,Attrited Customer,57,M,3,Unknown,Single,$60K - $80K,Blue,51,1,6,1,5859.0,0,5859.0,0.914,8004 9364,818239983,Existing Customer,53,M,2,Unknown,Divorced,$80K - $120K,Blue,48,2,1,2,15594.0,1590,14004.0,0.679,13016 9365,712544358,Existing Customer,48,M,3,Graduate,Married,$120K +,Gold,36,1,4,2,34516.0,1823,32693.0,1.062,15552 9366,720306408,Existing Customer,50,F,2,High School,Single,Less than $40K,Blue,41,2,3,2,6704.0,0,6704.0,0.856,12576 9367,721488858,Existing Customer,53,M,3,Uneducated,Married,$60K - $80K,Silver,38,1,3,2,32417.0,871,31546.0,0.9109999999999999,14381 9368,710771433,Existing Customer,48,M,1,Graduate,Single,$80K - $120K,Blue,36,1,3,1,2754.0,2152,602.0,0.821,13991 9369,708662583,Attrited Customer,41,M,3,Unknown,Married,$60K - $80K,Silver,29,1,3,4,27945.0,0,27945.0,0.902,8345 9370,717663033,Existing Customer,51,M,2,Uneducated,Single,$120K +,Blue,35,1,2,2,34516.0,1068,33448.0,0.966,16428 9371,721524858,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Blue,37,1,2,3,7098.0,1829,5269.0,0.557,13139 9372,788778033,Existing Customer,39,F,2,College,Single,Less than $40K,Silver,20,1,2,3,12338.0,1277,11061.0,0.828,15869 9373,708649683,Existing Customer,51,M,2,High School,Single,$60K - $80K,Blue,42,1,3,2,16703.0,1140,15563.0,0.555,15472 9374,708770883,Existing Customer,43,M,2,Uneducated,Married,$80K - $120K,Blue,24,2,2,2,16667.0,1463,15204.0,0.8029999999999999,15301 9375,708152358,Attrited Customer,54,M,1,Post-Graduate,Unknown,$80K - $120K,Blue,36,1,3,2,18512.0,1664,16848.0,0.889,8019 9376,719210133,Existing Customer,47,M,3,Uneducated,Single,$60K - $80K,Blue,35,2,3,1,14131.0,1333,12798.0,0.767,12779 9377,714690633,Existing Customer,51,F,3,Graduate,Single,Less than $40K,Blue,36,1,3,1,3276.0,1474,1802.0,0.759,14212 9378,719719158,Existing Customer,38,M,4,Post-Graduate,Single,$80K - $120K,Silver,36,1,3,1,34516.0,1435,33081.0,0.865,15584 9379,712690458,Existing Customer,38,F,2,Uneducated,Married,Less than $40K,Blue,28,1,1,2,3629.0,1891,1738.0,0.917,15982 9380,718758783,Existing Customer,44,F,4,Unknown,Single,Less than $40K,Silver,36,2,3,3,13067.0,1943,11124.0,0.85,15172 9381,716947083,Existing Customer,32,M,3,High School,Single,$40K - $60K,Blue,36,2,2,1,3845.0,1871,1974.0,0.847,14593 9382,709075533,Attrited Customer,41,M,5,Uneducated,Single,$80K - $120K,Blue,32,4,3,3,12094.0,0,12094.0,0.995,8607 9383,712952283,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,35,1,1,2,34516.0,1638,32878.0,0.7609999999999999,14474 9384,718799958,Existing Customer,60,F,1,Graduate,Married,Unknown,Blue,52,2,3,3,13312.0,1974,11338.0,0.898,14336 9385,718663983,Existing Customer,38,F,1,Doctorate,Single,Less than $40K,Blue,36,2,2,2,3466.0,2517,949.0,0.6990000000000001,13140 9386,789550458,Existing Customer,59,M,0,High School,Single,$40K - $60K,Silver,52,1,2,1,15223.0,1729,13494.0,0.863,14230 9387,708226833,Existing Customer,53,M,1,High School,Married,$120K +,Gold,44,1,6,3,34516.0,831,33685.0,0.727,13247 9388,714361083,Attrited Customer,40,F,2,College,Single,Less than $40K,Blue,36,4,2,3,5989.0,0,5989.0,0.311,5843 9389,714608583,Attrited Customer,45,M,5,High School,Divorced,$120K +,Blue,36,2,3,2,5287.0,0,5287.0,0.841,8392 9390,710775483,Existing Customer,53,M,1,High School,Unknown,$40K - $60K,Blue,43,2,1,3,9060.0,0,9060.0,0.775,14305 9391,709410033,Existing Customer,56,M,2,High School,Unknown,$80K - $120K,Blue,36,1,1,1,4731.0,831,3900.0,0.96,14952 9392,717173358,Existing Customer,60,F,0,Graduate,Single,$40K - $60K,Blue,47,1,2,3,9502.0,1881,7621.0,0.7170000000000001,14418 9393,719773158,Existing Customer,42,M,3,Graduate,Married,$80K - $120K,Blue,36,1,3,0,29738.0,2370,27368.0,0.8059999999999999,14270 9394,771292233,Existing Customer,48,F,1,Unknown,Single,Less than $40K,Blue,36,1,1,2,3918.0,813,3105.0,1.149,15867 9395,756371058,Existing Customer,58,F,1,Unknown,Married,Less than $40K,Blue,40,1,2,3,3944.0,1006,2938.0,0.782,15315 9396,709476033,Existing Customer,55,M,2,Uneducated,Married,$120K +,Blue,48,2,1,2,6577.0,1800,4777.0,0.7859999999999999,14229 9397,770560683,Existing Customer,51,M,1,Graduate,Married,$120K +,Gold,37,2,3,1,34516.0,2417,32099.0,0.9470000000000001,13021 9398,788766933,Existing Customer,46,M,2,Post-Graduate,Married,$80K - $120K,Blue,26,1,3,1,34516.0,714,33802.0,0.883,14279 9399,713550483,Existing Customer,45,M,4,Graduate,Unknown,$60K - $80K,Blue,33,1,5,1,8670.0,1930,6740.0,0.9329999999999999,13767 9400,709928358,Attrited Customer,40,M,3,Graduate,Single,$80K - $120K,Blue,20,1,2,2,32554.0,0,32554.0,0.872,8528 9401,713895633,Existing Customer,56,F,1,High School,Unknown,$40K - $60K,Blue,36,2,1,3,8331.0,0,8331.0,0.705,14324 9402,720471108,Existing Customer,34,F,4,High School,Single,Unknown,Silver,26,2,2,2,32056.0,1668,30388.0,0.7709999999999999,12595 9403,718192608,Existing Customer,48,M,3,Uneducated,Married,$60K - $80K,Blue,36,1,1,2,15524.0,1148,14376.0,0.8290000000000001,13819 9404,805485933,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Blue,40,2,1,3,4010.0,2517,1493.0,0.71,14354 9405,712517808,Existing Customer,42,M,5,High School,Married,$60K - $80K,Blue,36,2,4,3,3275.0,1525,1750.0,0.7490000000000001,14830 9406,780604083,Existing Customer,49,M,1,Unknown,Single,$60K - $80K,Blue,37,1,2,2,18349.0,1209,17140.0,0.738,16422 9407,715311183,Existing Customer,35,M,2,Post-Graduate,Single,$60K - $80K,Blue,24,2,3,1,3388.0,1659,1729.0,0.8420000000000001,13557 9408,712265508,Attrited Customer,32,M,0,Post-Graduate,Single,$40K - $60K,Blue,14,1,1,3,4015.0,0,4015.0,1.045,8363 9409,715051608,Attrited Customer,34,M,2,High School,Single,$60K - $80K,Blue,36,2,3,2,9719.0,2517,7202.0,0.9059999999999999,9183 9410,757786608,Existing Customer,33,M,2,Post-Graduate,Single,$80K - $120K,Blue,24,2,3,2,4178.0,2463,1715.0,0.815,16216 9411,714303483,Existing Customer,40,M,2,College,Married,$40K - $60K,Gold,31,1,2,1,3735.0,1474,2261.0,0.7979999999999999,15039 9412,718728108,Existing Customer,43,M,4,Uneducated,Married,$60K - $80K,Silver,30,1,3,1,29856.0,1576,28280.0,0.8,14887 9413,710019933,Existing Customer,29,M,1,Uneducated,Single,$40K - $60K,Blue,22,2,3,3,11522.0,1203,10319.0,0.847,13720 9414,812453283,Existing Customer,42,M,3,Graduate,Married,$40K - $60K,Blue,37,2,2,3,3161.0,1788,1373.0,0.865,13692 9415,717439983,Attrited Customer,48,M,2,Graduate,Married,$80K - $120K,Blue,28,1,3,3,14774.0,2517,12257.0,0.9790000000000001,8293 9416,714391683,Attrited Customer,39,M,4,Unknown,Married,$60K - $80K,Gold,36,4,3,2,34516.0,2517,31999.0,0.841,8248 9417,827901183,Existing Customer,51,F,2,Graduate,Married,Less than $40K,Blue,47,2,2,1,5118.0,980,4138.0,0.7859999999999999,14593 9418,708841233,Attrited Customer,41,M,2,College,Married,$80K - $120K,Blue,33,2,3,3,14682.0,2517,12165.0,1.041,8193 9419,710663508,Existing Customer,42,M,4,Uneducated,Married,$40K - $60K,Blue,33,1,2,2,3108.0,2280,828.0,0.8440000000000001,14763 9420,716439258,Existing Customer,32,M,3,Graduate,Married,$60K - $80K,Blue,36,1,1,1,3223.0,1413,1810.0,1.0090000000000001,13648 9421,719610708,Existing Customer,43,M,1,Graduate,Married,$120K +,Blue,34,5,1,3,28612.0,2517,26095.0,0.7120000000000001,14727 9422,715026258,Existing Customer,50,M,1,Graduate,Married,$60K - $80K,Silver,37,1,1,1,6224.0,777,5447.0,0.743,13503 9423,711706458,Existing Customer,44,M,4,Doctorate,Married,$80K - $120K,Blue,27,1,2,1,24134.0,1290,22844.0,0.8140000000000001,13311 9424,712180308,Existing Customer,36,M,4,High School,Single,$120K +,Blue,36,1,3,3,27929.0,1898,26031.0,0.725,14755 9425,802622733,Existing Customer,44,F,4,Uneducated,Single,$40K - $60K,Blue,34,1,3,3,3657.0,0,3657.0,0.785,14802 9426,778832883,Existing Customer,47,F,3,Post-Graduate,Married,Less than $40K,Blue,28,1,3,1,8257.0,961,7296.0,0.741,13769 9427,788671608,Existing Customer,45,F,4,College,Single,$40K - $60K,Gold,30,1,2,1,23051.0,1836,21215.0,0.743,14393 9428,718023708,Existing Customer,53,F,2,Uneducated,Single,$40K - $60K,Blue,42,2,1,3,14839.0,2226,12613.0,0.828,14625 9429,718692258,Existing Customer,43,M,3,Unknown,Married,$60K - $80K,Blue,34,1,3,1,3755.0,1591,2164.0,0.883,14402 9430,718357458,Existing Customer,48,M,5,Unknown,Single,$60K - $80K,Blue,36,2,3,0,3862.0,0,3862.0,0.807,15282 9431,714003483,Existing Customer,37,M,1,Doctorate,Unknown,$60K - $80K,Blue,36,1,3,1,7539.0,0,7539.0,1.023,15293 9432,713632983,Attrited Customer,43,M,4,High School,Married,$80K - $120K,Blue,35,2,3,2,10588.0,503,10085.0,0.9179999999999999,7886 9433,711008508,Existing Customer,59,M,2,Graduate,Single,$40K - $60K,Blue,50,2,1,2,11808.0,0,11808.0,0.813,13751 9434,815230458,Existing Customer,31,M,1,High School,Divorced,$40K - $60K,Silver,26,1,1,3,15504.0,1277,14227.0,0.612,14181 9435,719612583,Attrited Customer,52,F,4,Uneducated,Divorced,Unknown,Blue,42,4,4,1,12091.0,0,12091.0,0.898,8127 9436,709514433,Existing Customer,41,M,3,High School,Married,$80K - $120K,Blue,33,2,1,1,13818.0,609,13209.0,0.787,13209 9437,815826708,Existing Customer,53,F,2,Unknown,Married,$40K - $60K,Blue,48,2,3,3,4442.0,1107,3335.0,0.8220000000000001,14437 9438,815520333,Existing Customer,55,M,3,High School,Married,$60K - $80K,Blue,50,2,1,2,5282.0,1144,4138.0,0.8,13513 9439,718661958,Existing Customer,41,M,3,College,Married,$80K - $120K,Blue,28,1,1,3,34516.0,1617,32899.0,0.625,13083 9440,788980983,Existing Customer,55,M,1,High School,Single,$80K - $120K,Blue,42,1,4,2,34516.0,1583,32933.0,0.8240000000000001,12192 9441,721171008,Existing Customer,31,F,1,Unknown,Married,Less than $40K,Silver,36,2,3,1,10353.0,1520,8833.0,0.7240000000000001,15028 9442,714682233,Existing Customer,48,M,3,Graduate,Married,$80K - $120K,Blue,43,1,4,1,9959.0,0,9959.0,0.7509999999999999,14948 9443,720736608,Existing Customer,42,M,2,Graduate,Married,$60K - $80K,Blue,36,2,2,1,6280.0,2181,4099.0,0.795,14109 9444,718333983,Attrited Customer,57,M,4,Unknown,Divorced,$120K +,Blue,36,2,2,3,13694.0,2219,11475.0,1.078,9040 9445,772207683,Existing Customer,34,M,2,Graduate,Single,Less than $40K,Blue,23,1,3,2,8940.0,1518,7422.0,0.726,14459 9446,714794133,Existing Customer,54,M,2,Uneducated,Married,$60K - $80K,Blue,45,2,3,1,6546.0,1908,4638.0,0.6970000000000001,14103 9447,756639708,Existing Customer,46,F,2,Unknown,Married,Unknown,Silver,39,1,1,2,32587.0,992,31595.0,1.139,15958 9448,713686008,Existing Customer,38,M,2,Graduate,Single,$60K - $80K,Blue,25,1,1,1,11474.0,0,11474.0,0.628,13041 9449,713475633,Existing Customer,40,M,5,Unknown,Single,$120K +,Silver,31,1,3,3,34516.0,2203,32313.0,0.728,14204 9450,717518733,Attrited Customer,56,F,2,High School,Married,Less than $40K,Blue,46,4,3,3,9463.0,764,8699.0,0.9940000000000001,7106 9451,712532058,Existing Customer,44,M,3,Post-Graduate,Married,$40K - $60K,Blue,36,1,1,2,12552.0,1405,11147.0,0.7020000000000001,15508 9452,789666333,Existing Customer,39,M,2,Graduate,Single,$60K - $80K,Blue,24,2,3,2,21679.0,1073,20606.0,0.745,15581 9453,711422358,Existing Customer,42,M,5,Post-Graduate,Unknown,$40K - $60K,Blue,36,1,2,2,10531.0,2330,8201.0,0.757,14955 9454,708510858,Existing Customer,60,F,1,Uneducated,Single,Less than $40K,Blue,47,1,3,2,4905.0,2413,2492.0,0.853,15478 9455,767023308,Existing Customer,35,M,3,College,Unknown,$80K - $120K,Silver,29,2,2,2,34516.0,0,34516.0,0.758,12847 9456,789289383,Existing Customer,42,M,3,Graduate,Single,$80K - $120K,Silver,31,2,2,3,34516.0,2120,32396.0,0.9,14626 9457,708805908,Attrited Customer,30,M,2,Graduate,Married,Less than $40K,Silver,18,1,1,3,10017.0,726,9291.0,0.924,9299 9458,710155158,Attrited Customer,37,M,2,Uneducated,Unknown,$80K - $120K,Blue,18,1,1,2,31832.0,518,31314.0,0.972,10201 9459,713330133,Existing Customer,37,F,1,Graduate,Married,Less than $40K,Blue,19,2,3,2,5843.0,1346,4497.0,0.6409999999999999,13299 9460,714403983,Existing Customer,43,M,2,Graduate,Single,$80K - $120K,Blue,36,2,2,1,34427.0,1613,32814.0,0.7040000000000001,13545 9461,720353808,Attrited Customer,34,M,3,High School,Unknown,$80K - $120K,Silver,21,1,2,3,34516.0,0,34516.0,0.794,9177 9462,710362233,Existing Customer,48,M,3,Unknown,Unknown,$80K - $120K,Platinum,40,1,2,3,34516.0,1723,32793.0,0.628,13853 9463,771484908,Existing Customer,31,M,0,Graduate,Divorced,$80K - $120K,Silver,19,1,3,3,34516.0,1984,32532.0,0.757,14969 9464,717047583,Attrited Customer,47,F,3,Doctorate,Married,Less than $40K,Blue,35,2,3,2,4779.0,2517,2262.0,0.929,8912 9465,715694433,Existing Customer,51,M,1,Unknown,Single,$60K - $80K,Blue,22,2,3,3,4248.0,1177,3071.0,0.821,13958 9466,793456983,Existing Customer,43,M,0,Post-Graduate,Single,$40K - $60K,Blue,37,1,2,3,7872.0,989,6883.0,0.809,13746 9467,715742658,Existing Customer,41,F,3,Graduate,Unknown,Less than $40K,Blue,13,1,3,2,6077.0,1421,4656.0,0.7390000000000001,12489 9468,715518783,Existing Customer,48,F,3,Graduate,Single,Less than $40K,Blue,36,2,3,1,3882.0,2029,1853.0,0.7509999999999999,13980 9469,779514558,Existing Customer,41,F,2,High School,Married,Less than $40K,Blue,24,1,1,1,7207.0,1645,5562.0,0.9690000000000001,13730 9470,720017958,Existing Customer,48,F,4,Unknown,Single,$40K - $60K,Blue,36,1,1,2,6121.0,1679,4442.0,0.705,14224 9471,712895733,Attrited Customer,40,M,4,Uneducated,Single,$80K - $120K,Blue,36,6,3,2,34516.0,572,33944.0,1.05,8659 9472,719039283,Existing Customer,32,M,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,3535.0,1964,1571.0,0.6609999999999999,14080 9473,719629308,Attrited Customer,55,F,2,Unknown,Single,Unknown,Silver,37,2,2,3,34516.0,1783,32733.0,0.821,8472 9474,754443033,Attrited Customer,50,M,1,Graduate,Single,$80K - $120K,Silver,43,6,3,3,34516.0,432,34084.0,0.807,9045 9475,716159958,Existing Customer,49,M,2,Unknown,Married,$60K - $80K,Blue,36,2,1,2,6224.0,1329,4895.0,0.74,14238 9476,712195383,Existing Customer,37,F,0,Doctorate,Single,Less than $40K,Blue,36,2,2,3,9178.0,1585,7593.0,0.617,14932 9477,822885033,Existing Customer,31,M,1,High School,Married,$60K - $80K,Blue,24,2,1,3,4328.0,1493,2835.0,0.6509999999999999,14731 9478,716543433,Existing Customer,52,M,2,College,Married,$80K - $120K,Blue,36,1,2,2,9959.0,1049,8910.0,0.976,15195 9479,717403158,Existing Customer,60,F,0,Uneducated,Single,Less than $40K,Blue,47,1,2,2,9634.0,2076,7558.0,0.8759999999999999,14218 9480,826065258,Existing Customer,35,F,2,Unknown,Divorced,Unknown,Blue,31,2,2,2,19033.0,1555,17478.0,1.001,16033 9481,709397508,Existing Customer,48,M,1,Uneducated,Married,$60K - $80K,Blue,39,2,3,1,8624.0,1709,6915.0,0.9670000000000001,15738 9482,720748608,Attrited Customer,44,M,3,Graduate,Divorced,$40K - $60K,Blue,32,1,2,2,3575.0,0,3575.0,0.843,7672 9483,709823733,Attrited Customer,44,F,2,Graduate,Unknown,$40K - $60K,Blue,34,2,3,3,5508.0,0,5508.0,0.89,7507 9484,713542908,Existing Customer,31,M,2,Graduate,Single,Less than $40K,Blue,19,1,2,3,5871.0,1829,4042.0,0.81,15645 9485,720512433,Attrited Customer,56,M,1,Uneducated,Single,$60K - $80K,Blue,36,6,4,3,15219.0,2281,12938.0,0.8320000000000001,7625 9486,713671158,Existing Customer,46,M,2,Uneducated,Single,$120K +,Blue,32,2,3,1,34516.0,2328,32188.0,0.855,15754 9487,802449933,Existing Customer,29,M,1,Uneducated,Married,$40K - $60K,Blue,23,1,3,1,8147.0,1750,6397.0,0.7509999999999999,14912 9488,716723658,Existing Customer,37,F,2,Post-Graduate,Single,Less than $40K,Blue,28,1,3,1,3525.0,1519,2006.0,0.685,13625 9489,710451708,Existing Customer,32,M,1,Graduate,Married,$40K - $60K,Blue,24,1,1,2,9711.0,972,8739.0,0.647,14926 9490,809540733,Existing Customer,52,M,2,High School,Married,$80K - $120K,Blue,47,1,1,1,11358.0,1425,9933.0,0.611,14327 9491,716372358,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,47,1,2,1,6765.0,0,6765.0,0.7390000000000001,14133 9492,710162133,Attrited Customer,41,M,4,Graduate,Married,$80K - $120K,Blue,36,1,3,6,4725.0,1253,3472.0,1.008,9134 9493,710878308,Attrited Customer,50,F,4,Graduate,Single,Less than $40K,Blue,37,1,2,3,3699.0,913,2786.0,0.866,7297 9494,710262408,Existing Customer,29,M,1,Graduate,Married,$80K - $120K,Silver,36,1,2,1,34516.0,1666,32850.0,0.82,13971 9495,713975433,Existing Customer,32,F,0,High School,Divorced,Less than $40K,Blue,25,2,3,0,8851.0,1753,7098.0,0.627,14783 9496,771244383,Existing Customer,52,F,1,College,Unknown,Less than $40K,Blue,39,1,2,1,8506.0,0,8506.0,0.7190000000000001,14289 9497,710405808,Existing Customer,48,M,2,Graduate,Divorced,Less than $40K,Blue,36,1,3,2,3442.0,1229,2213.0,0.81,14618 9498,715542783,Existing Customer,33,F,2,Graduate,Married,Less than $40K,Blue,24,1,3,2,3731.0,0,3731.0,0.767,13234 9499,815840283,Existing Customer,51,F,2,Unknown,Married,Less than $40K,Blue,46,1,6,3,7744.0,1893,5851.0,0.813,16059 9500,788908308,Existing Customer,46,M,2,High School,Single,$40K - $60K,Blue,32,2,3,2,5972.0,0,5972.0,0.606,14227 9501,789394833,Existing Customer,47,M,2,Unknown,Divorced,$80K - $120K,Blue,37,1,2,2,21714.0,1969,19745.0,0.9440000000000001,13270 9502,712609533,Existing Customer,32,M,1,Uneducated,Single,$80K - $120K,Blue,15,2,2,1,3371.0,1530,1841.0,0.828,13432 9503,710237283,Existing Customer,50,F,2,Graduate,Married,Less than $40K,Blue,38,2,1,1,9546.0,960,8586.0,0.71,14211 9504,770766633,Existing Customer,28,F,1,Post-Graduate,Single,Less than $40K,Blue,14,2,3,3,3848.0,0,3848.0,0.841,14054 9505,823837158,Existing Customer,44,M,3,Graduate,Single,$40K - $60K,Blue,40,1,3,1,9199.0,1230,7969.0,0.591,15367 9506,712123008,Existing Customer,43,M,2,High School,Married,$60K - $80K,Blue,31,2,3,1,13381.0,1845,11536.0,0.883,14532 9507,711727083,Existing Customer,50,F,1,Graduate,Single,$40K - $60K,Blue,36,2,1,3,2833.0,1622,1211.0,0.951,14341 9508,720033033,Existing Customer,53,F,2,Post-Graduate,Single,Unknown,Blue,41,2,2,3,15101.0,1396,13705.0,0.6920000000000001,13545 9509,787723758,Existing Customer,58,F,3,Unknown,Married,Less than $40K,Blue,48,2,1,2,3603.0,1465,2138.0,0.63,14235 9510,770926158,Existing Customer,51,F,0,Doctorate,Single,Less than $40K,Blue,38,2,2,2,4132.0,2517,1615.0,0.7859999999999999,13820 9511,711360783,Existing Customer,39,F,0,College,Single,Less than $40K,Blue,36,1,2,2,4366.0,1870,2496.0,0.8140000000000001,15451 9512,708285108,Existing Customer,42,M,4,Graduate,Single,$40K - $60K,Blue,36,1,1,2,6128.0,2239,3889.0,0.768,13505 9513,713390433,Attrited Customer,44,M,3,Graduate,Unknown,$60K - $80K,Gold,29,2,3,2,34516.0,2517,31999.0,0.579,6782 9514,718096608,Existing Customer,44,F,4,High School,Single,Less than $40K,Blue,30,1,2,3,6882.0,1930,4952.0,0.915,13836 9515,719094333,Existing Customer,46,M,4,Uneducated,Married,$80K - $120K,Blue,33,1,2,1,13490.0,1567,11923.0,0.795,13159 9516,813764283,Existing Customer,39,M,3,High School,Married,$80K - $120K,Blue,34,2,1,2,17978.0,1820,16158.0,0.85,15657 9517,713398158,Existing Customer,45,M,3,Post-Graduate,Married,$40K - $60K,Blue,30,2,2,2,3821.0,1673,2148.0,0.8690000000000001,15005 9518,711227883,Existing Customer,41,F,2,Graduate,Single,Less than $40K,Blue,21,2,3,3,3624.0,1641,1983.0,0.833,15824 9519,810040908,Existing Customer,42,F,3,High School,Single,Less than $40K,Blue,37,1,3,1,3787.0,824,2963.0,0.809,16220 9520,772640808,Existing Customer,38,F,1,College,Single,Less than $40K,Blue,28,2,2,2,4623.0,1366,3257.0,0.7759999999999999,14730 9521,784907658,Existing Customer,36,M,2,High School,Married,$80K - $120K,Blue,30,2,1,2,4343.0,2220,2123.0,1.045,14463 9522,794692158,Existing Customer,43,F,3,High School,Unknown,$40K - $60K,Silver,25,1,2,1,17328.0,0,17328.0,0.82,15367 9523,718383183,Existing Customer,51,F,3,High School,Married,Less than $40K,Blue,39,2,1,1,3803.0,2437,1366.0,0.809,14397 9524,721156758,Existing Customer,52,M,3,Graduate,Married,$60K - $80K,Blue,44,1,2,1,23889.0,603,23286.0,0.792,13360 9525,811793433,Existing Customer,50,F,3,Graduate,Divorced,Unknown,Silver,45,2,1,2,34516.0,2381,32135.0,0.748,15071 9526,712010358,Attrited Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,36,2,3,2,3999.0,0,3999.0,0.938,7567 9527,719420058,Existing Customer,44,M,4,Unknown,Single,$80K - $120K,Blue,26,1,2,1,11782.0,2177,9605.0,0.875,16605 9528,809459733,Existing Customer,43,F,4,Unknown,Single,Less than $40K,Blue,38,2,1,2,3220.0,0,3220.0,0.782,13339 9529,798783858,Existing Customer,48,F,3,Unknown,Unknown,$40K - $60K,Blue,42,2,1,1,9742.0,2517,7225.0,0.6920000000000001,13082 9530,711432258,Attrited Customer,55,M,3,Graduate,Single,$60K - $80K,Blue,46,2,4,2,4178.0,0,4178.0,0.882,7914 9531,721294533,Existing Customer,48,M,4,Graduate,Married,$80K - $120K,Blue,34,1,1,1,34516.0,738,33778.0,0.7190000000000001,15143 9532,718425333,Existing Customer,45,M,4,Graduate,Married,$80K - $120K,Blue,32,1,1,3,26819.0,1657,25162.0,0.816,14450 9533,714294183,Attrited Customer,54,M,1,Graduate,Divorced,$80K - $120K,Blue,44,1,3,3,9580.0,132,9448.0,0.32,5385 9534,714637908,Existing Customer,47,F,4,Unknown,Single,Less than $40K,Blue,36,2,2,1,7940.0,1669,6271.0,0.696,15445 9535,712341933,Existing Customer,39,M,1,Graduate,Single,$60K - $80K,Gold,36,1,3,2,34516.0,1662,32854.0,0.7509999999999999,13578 9536,708332808,Existing Customer,47,M,2,Uneducated,Married,$40K - $60K,Blue,39,2,2,2,3471.0,0,3471.0,0.871,14381 9537,708354858,Attrited Customer,51,M,2,Unknown,Single,$120K +,Blue,42,2,4,2,14938.0,0,14938.0,0.758,8192 9538,766649283,Existing Customer,49,F,3,Graduate,Divorced,Unknown,Blue,42,2,2,3,14072.0,1917,12155.0,0.653,13432 9539,817951083,Existing Customer,58,F,1,Unknown,Married,$40K - $60K,Silver,53,1,3,3,15928.0,1527,14401.0,0.838,14678 9540,708301683,Attrited Customer,40,M,2,Uneducated,Married,$80K - $120K,Blue,30,6,2,3,20798.0,1059,19739.0,1.0490000000000002,8038 9541,713655108,Existing Customer,60,F,1,Graduate,Single,Less than $40K,Blue,45,2,3,1,9752.0,1423,8329.0,0.872,14220 9542,714560358,Existing Customer,53,M,1,Unknown,Single,$40K - $60K,Blue,45,1,2,1,3234.0,1514,1720.0,0.846,13803 9543,712113558,Attrited Customer,45,M,2,Graduate,Married,$80K - $120K,Blue,36,4,3,3,24844.0,1273,23571.0,0.43700000000000006,6549 9544,710603958,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,36,2,1,3,3090.0,0,3090.0,0.769,14198 9545,720597108,Attrited Customer,48,F,3,Post-Graduate,Divorced,Less than $40K,Blue,36,5,3,1,9943.0,2138,7805.0,0.9490000000000001,8325 9546,713810658,Existing Customer,44,M,3,Graduate,Married,$60K - $80K,Blue,36,1,2,3,3384.0,799,2585.0,0.737,13152 9547,721519908,Existing Customer,29,F,1,Uneducated,Single,Less than $40K,Blue,36,1,2,1,3640.0,1419,2221.0,0.7490000000000001,13306 9548,712025958,Existing Customer,42,M,4,Uneducated,Married,$80K - $120K,Silver,35,1,2,3,34516.0,1420,33096.0,0.848,14672 9549,794740458,Existing Customer,45,F,3,Graduate,Married,Less than $40K,Silver,39,1,2,3,10186.0,1608,8578.0,0.7120000000000001,14023 9550,709814883,Existing Customer,45,F,2,High School,Single,Less than $40K,Platinum,36,1,3,1,15987.0,2262,13725.0,0.7140000000000001,15513 9551,719767683,Attrited Customer,46,M,0,College,Single,$80K - $120K,Blue,39,2,3,3,16983.0,0,16983.0,1.061,8526 9552,715321008,Attrited Customer,39,M,2,Unknown,Married,$120K +,Blue,36,6,3,3,34516.0,2517,31999.0,1.052,7866 9553,710106933,Existing Customer,32,M,2,Uneducated,Single,$80K - $120K,Silver,20,2,3,3,34516.0,2136,32380.0,0.8490000000000001,14667 9554,716655858,Existing Customer,38,M,2,High School,Single,$80K - $120K,Blue,31,1,3,2,34516.0,0,34516.0,0.768,14036 9555,778260108,Existing Customer,50,F,4,Unknown,Married,$40K - $60K,Blue,41,1,2,2,4268.0,1509,2759.0,0.562,14351 9556,713986908,Existing Customer,50,F,2,High School,Married,Unknown,Blue,40,2,3,2,10748.0,1084,9664.0,0.868,16541 9557,780042633,Attrited Customer,37,F,2,Unknown,Married,Unknown,Silver,21,2,2,2,31718.0,0,31718.0,0.91,7432 9558,713269533,Attrited Customer,42,M,2,College,Single,$80K - $120K,Blue,36,1,3,1,9959.0,2517,7442.0,0.884,8847 9559,713868033,Existing Customer,53,M,1,College,Married,$80K - $120K,Silver,36,2,2,2,34516.0,1484,33032.0,1.015,16373 9560,708103608,Existing Customer,52,M,1,High School,Single,$60K - $80K,Blue,45,1,5,1,11898.0,2517,9381.0,0.745,15798 9561,789684258,Attrited Customer,57,M,2,Post-Graduate,Single,$80K - $120K,Silver,43,2,3,3,34516.0,1847,32669.0,0.557,7842 9562,779067408,Existing Customer,46,M,1,Uneducated,Married,$60K - $80K,Blue,27,1,3,1,13056.0,1890,11166.0,0.713,14280 9563,712231308,Existing Customer,60,M,0,Graduate,Single,Less than $40K,Silver,47,1,1,3,14002.0,1413,12589.0,0.621,13849 9564,761079783,Attrited Customer,40,M,3,Graduate,Married,$60K - $80K,Blue,33,5,3,6,5500.0,442,5058.0,0.609,7720 9565,787518258,Attrited Customer,49,M,3,Uneducated,Married,$120K +,Blue,38,2,3,3,8549.0,0,8549.0,1.023,9192 9566,717631908,Attrited Customer,56,M,2,Unknown,Married,Less than $40K,Blue,44,5,3,1,4390.0,0,4390.0,1.005,8454 9567,769396158,Attrited Customer,55,M,1,College,Single,$80K - $120K,Blue,43,2,2,3,24884.0,0,24884.0,0.07200000000000001,5107 9568,713462508,Existing Customer,55,F,2,Graduate,Married,Unknown,Blue,41,1,1,1,3591.0,1760,1831.0,0.507,13289 9569,716717733,Attrited Customer,55,F,3,Uneducated,Single,Less than $40K,Blue,47,2,5,4,4841.0,859,3982.0,1.003,8918 9570,709383933,Attrited Customer,31,M,2,Unknown,Unknown,$80K - $120K,Blue,18,2,1,3,4246.0,2517,1729.0,0.951,8102 9571,717283008,Existing Customer,44,F,4,Graduate,Single,Unknown,Blue,36,2,1,2,7469.0,1378,6091.0,0.8590000000000001,15225 9572,793449333,Existing Customer,54,M,2,Graduate,Divorced,$80K - $120K,Blue,48,2,3,2,29974.0,2114,27860.0,0.925,15190 9573,710873583,Existing Customer,58,M,1,Graduate,Married,$60K - $80K,Blue,48,2,3,2,20724.0,2221,18503.0,0.769,14215 9574,718486608,Existing Customer,53,M,2,High School,Single,$120K +,Blue,36,2,2,2,21079.0,1431,19648.0,0.688,13930 9575,716748483,Existing Customer,59,F,1,Uneducated,Married,$40K - $60K,Blue,36,2,2,3,3720.0,1569,2151.0,0.8909999999999999,16208 9576,715113933,Attrited Customer,54,M,1,Unknown,Single,$80K - $120K,Blue,36,2,3,2,11077.0,573,10504.0,0.973,8165 9577,711160233,Existing Customer,32,M,1,High School,Married,$40K - $60K,Blue,19,2,3,1,12024.0,0,12024.0,0.823,14551 9578,715714458,Attrited Customer,48,M,5,Graduate,Single,$40K - $60K,Blue,38,2,3,3,4446.0,0,4446.0,0.963,8753 9579,709615458,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,44,2,1,3,34516.0,862,33654.0,0.815,15034 9580,719955558,Existing Customer,32,M,0,Unknown,Married,Less than $40K,Silver,24,2,2,3,11511.0,0,11511.0,0.867,14436 9581,713072358,Existing Customer,42,M,2,Graduate,Married,$80K - $120K,Silver,31,2,1,3,34516.0,1356,33160.0,0.71,12878 9582,721402233,Existing Customer,42,M,3,Uneducated,Married,$120K +,Blue,28,2,3,1,19192.0,1507,17685.0,0.594,15615 9583,713691633,Existing Customer,29,M,0,Post-Graduate,Married,Less than $40K,Blue,36,1,1,1,3076.0,0,3076.0,0.924,15514 9584,708866133,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,32,2,1,2,4196.0,1331,2865.0,0.537,14545 9585,757256358,Existing Customer,45,M,3,Graduate,Single,$60K - $80K,Blue,38,1,3,3,3243.0,1580,1663.0,1.075,15710 9586,784868958,Existing Customer,56,F,1,High School,Married,Unknown,Blue,49,1,2,1,17542.0,2517,15025.0,0.8,13939 9587,710845308,Existing Customer,46,M,4,High School,Married,$80K - $120K,Blue,36,2,2,1,32949.0,1190,31759.0,0.664,14892 9588,719368533,Existing Customer,41,F,2,Doctorate,Married,Unknown,Silver,28,1,3,3,32250.0,1289,30961.0,0.703,15785 9589,718337733,Existing Customer,50,F,2,Graduate,Married,Unknown,Gold,40,2,1,1,34516.0,1826,32690.0,0.718,14994 9590,715132758,Existing Customer,52,F,2,College,Divorced,$40K - $60K,Gold,43,2,2,3,23981.0,2114,21867.0,0.721,15281 9591,712556433,Existing Customer,52,F,2,Graduate,Married,$40K - $60K,Blue,43,1,2,3,4090.0,1649,2441.0,0.752,15497 9592,718947558,Existing Customer,32,F,0,High School,Single,Unknown,Blue,21,2,3,1,4251.0,2295,1956.0,0.628,15574 9593,710303208,Existing Customer,52,F,1,High School,Single,Less than $40K,Blue,40,2,1,1,4119.0,2517,1602.0,0.754,15215 9594,804158583,Existing Customer,60,M,1,High School,Married,Less than $40K,Silver,55,2,2,3,13399.0,1456,11943.0,0.856,16493 9595,711720408,Existing Customer,44,F,0,Unknown,Married,Less than $40K,Blue,34,1,3,3,9070.0,1273,7797.0,0.637,15211 9596,715808808,Existing Customer,48,F,4,Uneducated,Married,Unknown,Blue,36,2,6,1,7469.0,1216,6253.0,0.7709999999999999,13614 9597,715076358,Attrited Customer,57,M,1,Post-Graduate,Unknown,$80K - $120K,Blue,36,4,3,3,23714.0,0,23714.0,0.981,8463 9598,718343058,Existing Customer,52,F,2,High School,Divorced,Less than $40K,Blue,40,1,2,3,5240.0,2517,2723.0,0.78,14161 9599,769667583,Attrited Customer,34,M,3,Post-Graduate,Single,$40K - $60K,Blue,28,2,3,2,3744.0,0,3744.0,0.7959999999999999,8202 9600,709013208,Existing Customer,40,M,2,Uneducated,Single,$80K - $120K,Blue,36,2,2,1,15594.0,1690,13904.0,0.69,16101 9601,716004258,Existing Customer,45,M,4,High School,Single,$60K - $80K,Blue,35,1,1,3,8449.0,2092,6357.0,0.7090000000000001,17634 9602,715645908,Attrited Customer,59,M,0,High School,Single,$80K - $120K,Gold,48,5,2,6,34516.0,0,34516.0,0.9690000000000001,8480 9603,717724233,Existing Customer,43,M,3,Unknown,Unknown,$80K - $120K,Blue,28,2,1,3,9959.0,734,9225.0,0.86,16732 9604,719850933,Existing Customer,30,M,2,College,Single,$60K - $80K,Blue,36,1,3,3,4192.0,1734,2458.0,0.753,13345 9605,790131033,Existing Customer,38,F,1,High School,Married,Less than $40K,Blue,31,2,6,3,3416.0,2517,899.0,0.925,14230 9606,721211433,Existing Customer,42,M,4,Doctorate,Single,$60K - $80K,Blue,31,2,2,2,3322.0,0,3322.0,0.758,13784 9607,721290708,Existing Customer,50,M,1,Uneducated,Single,$60K - $80K,Blue,30,1,3,2,14217.0,1816,12401.0,0.978,15554 9608,712107783,Existing Customer,49,M,4,College,Single,$60K - $80K,Blue,35,1,2,2,17350.0,1817,15533.0,0.816,16132 9609,818960133,Existing Customer,58,M,4,High School,Married,$60K - $80K,Blue,53,1,3,0,13784.0,698,13086.0,0.75,13120 9610,713560758,Existing Customer,54,F,1,Uneducated,Married,Less than $40K,Blue,42,2,2,3,3181.0,2087,1094.0,0.752,13392 9611,718579833,Existing Customer,39,F,3,Graduate,Unknown,Less than $40K,Blue,26,2,2,1,5325.0,2488,2837.0,0.9259999999999999,13674 9612,778643733,Attrited Customer,48,F,1,Uneducated,Single,$40K - $60K,Gold,28,3,2,1,23981.0,1454,22527.0,0.925,9140 9613,770977833,Existing Customer,36,M,2,Graduate,Married,Less than $40K,Blue,23,2,2,3,3920.0,0,3920.0,0.813,16500 9614,708721533,Existing Customer,56,F,1,Graduate,Married,Less than $40K,Blue,36,2,1,2,5158.0,1148,4010.0,0.637,13113 9615,772300383,Existing Customer,57,F,2,Unknown,Married,$40K - $60K,Blue,46,3,1,3,5073.0,1533,3540.0,0.654,13420 9616,751155783,Existing Customer,47,F,2,High School,Married,$40K - $60K,Blue,40,2,1,3,4074.0,1868,2206.0,0.688,15005 9617,768457008,Existing Customer,27,M,1,Graduate,Single,$40K - $60K,Blue,21,2,3,1,10284.0,787,9497.0,0.7390000000000001,13355 9618,794494308,Existing Customer,42,M,3,Uneducated,Married,$120K +,Platinum,23,3,4,3,34516.0,2070,32446.0,0.88,13781 9619,710980383,Attrited Customer,53,M,3,High School,Single,$80K - $120K,Silver,33,2,2,3,34516.0,0,34516.0,0.534,6361 9620,716663808,Existing Customer,57,F,3,High School,Married,Less than $40K,Blue,36,3,3,1,3999.0,721,3278.0,0.847,15443 9621,712912233,Existing Customer,50,F,0,Post-Graduate,Divorced,Less than $40K,Blue,36,3,4,1,3468.0,2221,1247.0,0.7829999999999999,14222 9622,717992433,Existing Customer,50,M,4,Graduate,Married,$80K - $120K,Blue,39,3,1,2,11900.0,1796,10104.0,0.6509999999999999,14666 9623,709971708,Attrited Customer,51,F,1,High School,Single,Unknown,Blue,41,3,3,2,9701.0,0,9701.0,1.024,9404 9624,715600533,Existing Customer,61,M,0,Graduate,Single,$80K - $120K,Gold,50,3,3,3,34516.0,1357,33159.0,0.687,13722 9625,710153583,Attrited Customer,30,F,0,Uneducated,Married,Less than $40K,Blue,13,3,1,3,6075.0,0,6075.0,0.9229999999999999,9242 9626,794132808,Existing Customer,60,M,0,Uneducated,Married,$40K - $60K,Blue,54,3,3,3,13035.0,1285,11750.0,0.7609999999999999,14585 9627,720565458,Attrited Customer,43,M,2,Post-Graduate,Single,$60K - $80K,Blue,36,2,3,3,17306.0,0,17306.0,0.4,6205 9628,715496058,Attrited Customer,41,F,4,Uneducated,Single,Less than $40K,Gold,36,3,3,3,15987.0,0,15987.0,0.598,7832 9629,709015833,Existing Customer,42,M,2,Graduate,Single,$60K - $80K,Silver,36,3,3,2,34516.0,0,34516.0,0.774,12920 9630,718612758,Existing Customer,36,M,2,High School,Married,$120K +,Blue,36,3,1,2,34516.0,939,33577.0,0.826,15552 9631,712438308,Existing Customer,27,F,1,High School,Married,Unknown,Blue,15,2,1,2,7469.0,0,7469.0,0.688,16730 9632,716238483,Attrited Customer,59,M,0,College,Married,$80K - $120K,Blue,50,3,2,3,12918.0,2352,10566.0,1.008,9138 9633,718297683,Attrited Customer,59,F,1,High School,Single,Less than $40K,Blue,50,1,0,3,4085.0,0,4085.0,0.787,7597 9634,712206033,Existing Customer,55,M,1,Graduate,Married,$40K - $60K,Blue,36,2,1,2,3705.0,1355,2350.0,0.742,16089 9635,710904708,Existing Customer,56,F,1,High School,Married,Less than $40K,Blue,43,3,1,1,5319.0,921,4398.0,0.866,15048 9636,711190233,Existing Customer,34,M,3,Graduate,Married,$40K - $60K,Blue,36,3,2,1,4549.0,990,3559.0,0.745,13804 9637,710535708,Existing Customer,49,M,2,Uneducated,Married,$80K - $120K,Blue,39,2,3,1,15894.0,1293,14601.0,0.693,14256 9638,794573883,Existing Customer,32,M,1,Unknown,Single,$40K - $60K,Silver,16,3,3,1,17894.0,2517,15377.0,0.731,15305 9639,719118708,Attrited Customer,49,F,3,Unknown,Single,Less than $40K,Blue,37,2,2,2,5855.0,0,5855.0,0.9620000000000001,9202 9640,790201158,Existing Customer,60,F,1,Uneducated,Married,Less than $40K,Silver,54,2,2,3,13062.0,1731,11331.0,0.9359999999999999,13609 9641,779333883,Attrited Customer,51,F,3,Uneducated,Married,Less than $40K,Blue,33,3,3,3,7428.0,0,7428.0,0.873,8078 9642,719805183,Existing Customer,39,M,2,College,Married,Less than $40K,Blue,19,3,3,2,8848.0,961,7887.0,0.884,15352 9643,721220583,Existing Customer,54,F,2,Graduate,Married,$40K - $60K,Blue,41,3,1,3,7362.0,1176,6186.0,0.735,17390 9644,779685558,Existing Customer,53,M,5,Graduate,Single,$120K +,Gold,36,2,4,1,34516.0,2088,32428.0,0.8220000000000001,15290 9645,713965683,Existing Customer,35,M,3,Post-Graduate,Married,$80K - $120K,Blue,28,3,1,2,4380.0,0,4380.0,0.7190000000000001,17258 9646,710667708,Existing Customer,47,M,2,Uneducated,Single,$60K - $80K,Blue,36,3,3,2,12510.0,1871,10639.0,0.748,14018 9647,718979733,Existing Customer,52,M,5,Unknown,Single,$60K - $80K,Blue,36,2,3,2,23712.0,2195,21517.0,0.754,16258 9648,712104333,Existing Customer,57,F,2,Doctorate,Single,Less than $40K,Blue,44,2,2,3,9149.0,1254,7895.0,0.762,14401 9649,793560033,Existing Customer,47,F,3,Uneducated,Single,Unknown,Silver,33,2,2,3,34516.0,1930,32586.0,0.93,16369 9650,779920533,Existing Customer,54,F,1,High School,Married,Less than $40K,Blue,41,3,3,2,3784.0,2517,1267.0,0.648,15199 9651,717480783,Existing Customer,39,M,1,High School,Single,$80K - $120K,Blue,29,3,1,2,9680.0,2101,7579.0,0.626,15152 9652,709066983,Existing Customer,50,M,4,High School,Married,$120K +,Blue,41,2,2,2,34516.0,2353,32163.0,0.667,15214 9653,718528008,Existing Customer,60,F,1,High School,Married,Less than $40K,Blue,47,2,3,1,3845.0,1460,2385.0,0.857,14432 9654,712390683,Existing Customer,41,M,2,Uneducated,Single,$40K - $60K,Blue,27,2,3,1,13409.0,1255,12154.0,0.742,15573 9655,826245858,Attrited Customer,50,M,2,Graduate,Single,$80K - $120K,Silver,40,3,4,6,34516.0,0,34516.0,0.8009999999999999,7661 9656,712966458,Existing Customer,51,M,0,Unknown,Married,$80K - $120K,Blue,36,3,2,3,8065.0,0,8065.0,0.7290000000000001,14807 9657,709467183,Existing Customer,56,M,3,Graduate,Married,$60K - $80K,Blue,40,3,3,2,20501.0,561,19940.0,0.779,15162 9658,710529708,Existing Customer,41,M,3,College,Single,$60K - $80K,Blue,36,3,3,1,23260.0,1476,21784.0,0.975,15140 9659,789817833,Attrited Customer,44,F,5,Post-Graduate,Unknown,Less than $40K,Blue,33,3,3,2,9073.0,2466,6607.0,0.446,6793 9660,712363158,Existing Customer,36,M,1,Graduate,Single,$60K - $80K,Blue,24,3,2,1,20101.0,1299,18802.0,0.858,14732 9661,717060858,Attrited Customer,31,M,0,Graduate,Married,Less than $40K,Blue,36,3,2,3,6911.0,2517,4394.0,0.934,8123 9662,718060983,Existing Customer,49,F,1,Graduate,Married,Less than $40K,Blue,36,2,3,2,3423.0,2186,1237.0,0.6709999999999999,14037 9663,711600033,Existing Customer,40,F,3,College,Single,Less than $40K,Silver,36,2,1,0,10729.0,0,10729.0,0.68,14364 9664,709910733,Existing Customer,49,F,4,High School,Single,Unknown,Silver,30,2,3,2,34516.0,1963,32553.0,0.758,13174 9665,757291008,Attrited Customer,46,M,4,Unknown,Married,$80K - $120K,Blue,39,3,3,2,34516.0,289,34227.0,0.95,8964 9666,819376683,Existing Customer,54,M,1,Unknown,Single,$80K - $120K,Blue,49,2,3,3,28570.0,2027,26543.0,0.7490000000000001,15130 9667,720458883,Existing Customer,29,M,1,High School,Married,$60K - $80K,Blue,16,3,2,1,12495.0,2517,9978.0,0.8270000000000001,14524 9668,708963258,Attrited Customer,46,M,3,College,Married,$60K - $80K,Blue,39,3,3,2,13344.0,1907,11437.0,0.8320000000000001,8534 9669,711746133,Attrited Customer,50,M,1,Unknown,Single,$120K +,Blue,37,4,3,2,32563.0,0,32563.0,1.013,9220 9670,715249533,Existing Customer,49,F,3,Graduate,Single,Unknown,Blue,36,3,2,2,3375.0,0,3375.0,0.629,13992 9671,708522033,Existing Customer,50,M,2,College,Married,$60K - $80K,Blue,36,2,2,1,12299.0,1664,10635.0,0.879,15060 9672,708496833,Attrited Customer,60,M,1,High School,Single,Less than $40K,Blue,50,4,4,5,4613.0,0,4613.0,0.978,8970 9673,717464958,Existing Customer,55,F,2,Doctorate,Married,Less than $40K,Silver,36,3,2,1,10858.0,0,10858.0,0.787,14475 9674,751166508,Existing Customer,57,M,3,Post-Graduate,Single,$80K - $120K,Blue,50,3,1,1,34516.0,2293,32223.0,0.799,14287 9675,795218883,Existing Customer,47,M,3,High School,Married,$60K - $80K,Blue,41,2,3,3,4207.0,1556,2651.0,0.6579999999999999,15312 9676,710856558,Existing Customer,45,F,2,Graduate,Married,Less than $40K,Blue,36,2,3,1,3336.0,1889,1447.0,0.85,13989 9677,721107258,Existing Customer,45,F,5,Unknown,Unknown,Less than $40K,Blue,37,2,2,2,5465.0,1967,3498.0,0.644,14192 9678,716457783,Existing Customer,55,F,1,College,Single,Less than $40K,Silver,36,3,1,3,12633.0,1661,10972.0,0.718,14378 9679,710810883,Existing Customer,39,M,1,College,Single,$80K - $120K,Blue,36,3,1,3,34516.0,1260,33256.0,0.877,14576 9680,710895708,Attrited Customer,35,F,0,Doctorate,Married,Less than $40K,Blue,27,2,3,2,3876.0,0,3876.0,0.848,7712 9681,789200208,Existing Customer,40,F,4,Uneducated,Married,Unknown,Blue,29,2,3,3,3326.0,2181,1145.0,0.8270000000000001,13583 9682,718578708,Existing Customer,49,M,4,Post-Graduate,Single,$120K +,Silver,38,3,3,1,34516.0,1562,32954.0,0.618,14212 9683,719859033,Attrited Customer,32,M,3,Graduate,Married,$40K - $60K,Blue,20,2,2,2,3264.0,0,3264.0,0.5489999999999999,6439 9684,713036208,Existing Customer,46,M,1,Graduate,Married,$40K - $60K,Blue,27,2,2,2,6903.0,2091,4812.0,0.919,15751 9685,771769383,Existing Customer,42,F,3,Unknown,Married,Less than $40K,Blue,31,2,3,2,2940.0,0,2940.0,0.9620000000000001,14792 9686,718316058,Existing Customer,51,M,1,Uneducated,Married,$60K - $80K,Blue,38,3,3,1,13731.0,1375,12356.0,0.878,14826 9687,710155983,Attrited Customer,52,M,1,Unknown,Single,$40K - $60K,Blue,36,3,3,4,4826.0,0,4826.0,0.9540000000000001,8585 9688,779571708,Attrited Customer,43,M,5,Graduate,Married,$60K - $80K,Blue,25,1,2,3,4259.0,0,4259.0,0.934,7993 9689,718042383,Existing Customer,38,M,1,Uneducated,Unknown,$40K - $60K,Blue,18,3,3,3,3523.0,1379,2144.0,0.71,15108 9690,710244108,Existing Customer,44,M,3,College,Married,$60K - $80K,Gold,34,3,1,3,34516.0,1543,32973.0,0.774,13967 9691,806649333,Existing Customer,47,F,4,High School,Unknown,Unknown,Blue,42,3,3,2,16998.0,1404,15594.0,0.785,13977 9692,789280683,Existing Customer,56,M,2,Graduate,Single,$120K +,Blue,45,2,2,3,11714.0,898,10816.0,0.726,13956 9693,713318733,Attrited Customer,32,M,0,College,Single,$60K - $80K,Blue,24,3,2,3,4097.0,0,4097.0,0.836,8376 9694,709611183,Attrited Customer,41,F,3,High School,Married,Less than $40K,Blue,31,3,3,3,3952.0,0,3952.0,1.002,8241 9695,712441308,Attrited Customer,41,F,4,Unknown,Single,Unknown,Blue,25,2,2,3,29295.0,0,29295.0,1.411,9865 9696,709315383,Existing Customer,31,F,0,Post-Graduate,Single,Unknown,Blue,36,3,3,1,26423.0,0,26423.0,0.6709999999999999,13575 9697,710141208,Existing Customer,45,F,4,Uneducated,Married,Less than $40K,Blue,37,3,3,1,3196.0,1817,1379.0,0.731,13300 9698,711684408,Attrited Customer,50,F,0,Graduate,Married,Less than $40K,Blue,38,2,3,1,4935.0,1574,3361.0,1.01,8527 9699,758331483,Existing Customer,31,M,0,Graduate,Single,$60K - $80K,Silver,24,2,2,2,34516.0,984,33532.0,0.9129999999999999,15347 9700,715825458,Attrited Customer,47,M,2,Graduate,Married,$80K - $120K,Blue,36,3,3,2,12933.0,2239,10694.0,0.445,6564 9701,708248358,Existing Customer,42,M,4,Graduate,Unknown,$60K - $80K,Silver,30,3,1,3,29937.0,0,29937.0,0.746,14863 9702,779808333,Existing Customer,48,F,2,Graduate,Single,Less than $40K,Blue,38,2,1,2,8881.0,1901,6980.0,0.8079999999999999,15530 9703,715989108,Existing Customer,52,M,3,Unknown,Single,$80K - $120K,Blue,42,3,3,3,27514.0,1834,25680.0,0.769,12841 9704,714912408,Existing Customer,45,M,2,Uneducated,Married,$80K - $120K,Blue,37,3,1,1,32275.0,1845,30430.0,0.841,14917 9705,827683383,Existing Customer,48,F,3,Uneducated,Divorced,Less than $40K,Blue,44,3,2,1,4107.0,2517,1590.0,0.779,16027 9706,719595708,Existing Customer,53,F,2,High School,Married,Unknown,Blue,47,3,1,1,7469.0,1294,6175.0,0.8690000000000001,15212 9707,711566208,Existing Customer,58,F,3,Graduate,Married,Less than $40K,Blue,36,2,2,2,5023.0,1857,3166.0,0.631,14111 9708,711161133,Attrited Customer,36,F,2,Unknown,Single,Less than $40K,Blue,36,2,3,3,6071.0,0,6071.0,0.912,9338 9709,715052583,Existing Customer,45,M,3,Doctorate,Single,$60K - $80K,Silver,34,3,3,1,27494.0,879,26615.0,0.6709999999999999,14375 9710,714586458,Existing Customer,41,F,1,High School,Divorced,Less than $40K,Blue,36,2,3,1,7106.0,2031,5075.0,0.746,16377 9711,711523533,Existing Customer,43,M,5,Post-Graduate,Single,$60K - $80K,Blue,31,3,3,1,17230.0,1805,15425.0,0.7879999999999999,14781 9712,756658083,Existing Customer,49,M,4,Post-Graduate,Single,$80K - $120K,Blue,42,3,2,1,30885.0,2018,28867.0,0.904,17350 9713,709247808,Existing Customer,53,F,1,Unknown,Unknown,Less than $40K,Blue,43,2,2,2,3629.0,2517,1112.0,0.735,14205 9714,713242383,Attrited Customer,39,M,2,Uneducated,Married,$120K +,Silver,19,2,1,2,34516.0,796,33720.0,0.841,7721 9715,717135333,Existing Customer,50,F,1,Graduate,Single,Unknown,Blue,36,3,2,2,17970.0,1390,16580.0,0.7240000000000001,13204 9716,716150358,Existing Customer,38,M,3,Graduate,Married,Less than $40K,Silver,27,3,2,3,10343.0,2070,8273.0,0.747,14805 9717,717457008,Attrited Customer,43,M,3,Uneducated,Single,$40K - $60K,Blue,36,3,3,3,9267.0,0,9267.0,0.866,7991 9718,711822933,Existing Customer,55,F,2,College,Married,$40K - $60K,Blue,45,2,3,3,2985.0,1651,1334.0,0.693,14187 9719,803968233,Existing Customer,39,F,2,Uneducated,Married,Less than $40K,Silver,34,3,3,3,14386.0,2517,11869.0,0.735,13377 9720,779037408,Existing Customer,38,M,1,High School,Single,$40K - $60K,Blue,19,2,3,3,3581.0,694,2887.0,0.6729999999999999,14637 9721,709007883,Existing Customer,37,M,2,Graduate,Married,Less than $40K,Blue,28,2,2,3,3079.0,1267,1812.0,0.65,14540 9722,714635883,Existing Customer,48,F,2,Unknown,Single,Less than $40K,Blue,37,3,3,2,3594.0,1996,1598.0,0.795,14881 9723,779914383,Existing Customer,34,M,1,Uneducated,Married,$60K - $80K,Blue,18,3,2,2,10488.0,1636,8852.0,0.6809999999999999,14719 9724,712841883,Attrited Customer,50,M,3,College,Single,$80K - $120K,Silver,36,3,3,2,34516.0,2517,31999.0,0.735,7155 9725,719582058,Attrited Customer,41,M,3,Doctorate,Single,$80K - $120K,Blue,29,2,2,3,24001.0,1629,22372.0,0.965,9102 9726,708387933,Existing Customer,49,F,2,Post-Graduate,Married,Less than $40K,Blue,37,2,1,2,5500.0,0,5500.0,0.675,14357 9727,717251508,Existing Customer,37,M,1,Uneducated,Married,$120K +,Blue,17,1,1,3,34516.0,0,34516.0,0.7759999999999999,14127 9728,710699283,Existing Customer,46,M,2,Graduate,Single,$120K +,Blue,28,1,1,1,7790.0,1921,5869.0,0.789,14567 9729,709141908,Existing Customer,53,M,2,Graduate,Married,$80K - $120K,Blue,41,2,3,1,10301.0,2451,7850.0,0.9059999999999999,16359 9730,720356133,Existing Customer,48,F,4,High School,Single,Unknown,Blue,36,2,3,1,23939.0,1419,22520.0,0.785,14812 9731,717788958,Existing Customer,31,M,0,Graduate,Divorced,$80K - $120K,Blue,19,1,1,2,21615.0,570,21045.0,0.737,16464 9732,778563858,Existing Customer,40,F,3,Uneducated,Married,Less than $40K,Blue,33,1,1,1,8712.0,991,7721.0,0.615,14512 9733,711096633,Attrited Customer,37,F,2,Uneducated,Unknown,Less than $40K,Silver,29,5,2,6,12203.0,0,12203.0,0.9,8600 9734,716816583,Existing Customer,61,M,0,Graduate,Married,$60K - $80K,Blue,48,1,3,1,15483.0,2148,13335.0,0.738,14463 9735,719841708,Existing Customer,45,M,0,Uneducated,Single,$80K - $120K,Blue,36,1,4,3,20356.0,2031,18325.0,0.752,15180 9736,708555633,Existing Customer,32,F,1,High School,Single,Less than $40K,Blue,16,2,3,1,3548.0,2517,1031.0,0.818,15157 9737,714638883,Existing Customer,31,M,0,Graduate,Single,$40K - $60K,Blue,36,2,3,3,4661.0,1835,2826.0,0.9990000000000001,14257 9738,809147283,Existing Customer,43,F,5,Graduate,Married,Less than $40K,Gold,38,2,2,1,15987.0,1372,14615.0,0.649,15058 9739,708197358,Attrited Customer,57,M,2,Uneducated,Unknown,$80K - $120K,Blue,48,4,1,3,30543.0,264,30279.0,0.882,7784 9740,757247808,Attrited Customer,42,F,3,Graduate,Married,Less than $40K,Blue,35,2,4,3,5230.0,2517,2713.0,0.937,9495 9741,820922733,Existing Customer,43,M,2,Graduate,Married,$80K - $120K,Blue,38,2,1,2,34516.0,0,34516.0,0.674,14160 9742,807977808,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,34,1,3,3,3246.0,2517,729.0,0.722,13671 9743,712863183,Existing Customer,46,F,3,Graduate,Married,$40K - $60K,Blue,38,2,3,3,10018.0,829,9189.0,0.8440000000000001,13819 9744,778825908,Existing Customer,43,F,2,Unknown,Single,Less than $40K,Silver,24,1,1,3,10272.0,1523,8749.0,0.8690000000000001,14321 9745,713379258,Existing Customer,32,F,1,High School,Married,Less than $40K,Blue,36,1,1,2,4097.0,1293,2804.0,0.6709999999999999,15925 9746,710232483,Existing Customer,49,F,1,Uneducated,Married,Unknown,Blue,36,2,3,2,19846.0,2162,17684.0,0.602,16908 9747,710170758,Attrited Customer,32,M,0,Post-Graduate,Married,$60K - $80K,Blue,25,6,2,2,4469.0,2331,2138.0,1.006,8314 9748,803421108,Existing Customer,49,M,4,Graduate,Single,$80K - $120K,Blue,43,1,2,2,20701.0,2517,18184.0,1.023,14374 9749,792152283,Existing Customer,54,M,3,Graduate,Married,$120K +,Blue,48,1,3,2,8426.0,0,8426.0,0.96,14378 9750,717291333,Existing Customer,38,M,3,Uneducated,Married,$80K - $120K,Blue,29,2,2,2,16722.0,0,16722.0,0.7190000000000001,15110 9751,714928158,Existing Customer,60,M,0,High School,Single,$80K - $120K,Silver,36,1,2,3,34516.0,806,33710.0,0.755,13434 9752,780511683,Attrited Customer,47,M,3,Graduate,Single,$40K - $60K,Blue,34,4,3,3,4413.0,232,4181.0,0.799,7869 9753,772491333,Existing Customer,31,F,1,Post-Graduate,Married,Less than $40K,Blue,21,2,1,2,5342.0,2005,3337.0,0.682,14738 9754,719847108,Attrited Customer,52,M,1,Unknown,Married,$40K - $60K,Blue,36,4,3,3,8455.0,2517,5938.0,0.809,8124 9755,808045833,Existing Customer,49,M,3,Uneducated,Single,Less than $40K,Blue,44,2,3,2,7659.0,1698,5961.0,0.992,15860 9756,708385533,Attrited Customer,49,F,1,Graduate,Married,Less than $40K,Silver,36,2,3,3,11059.0,0,11059.0,0.99,9524 9757,770205708,Existing Customer,31,M,0,Unknown,Married,Less than $40K,Blue,25,2,3,0,4093.0,0,4093.0,0.6970000000000001,15495 9758,719379858,Attrited Customer,39,M,1,Graduate,Married,$80K - $120K,Blue,36,2,2,3,24239.0,0,24239.0,0.94,8549 9759,709657533,Attrited Customer,44,M,3,High School,Unknown,$120K +,Blue,36,2,3,2,7793.0,2270,5523.0,0.945,8260 9760,798788958,Existing Customer,32,M,1,High School,Single,$80K - $120K,Blue,26,2,3,2,6407.0,1130,5277.0,0.7559999999999999,14471 9761,720011958,Existing Customer,57,M,2,High School,Single,$60K - $80K,Blue,36,2,3,3,6024.0,1532,4492.0,0.867,15763 9762,708982158,Existing Customer,48,F,2,Graduate,Single,Less than $40K,Blue,36,2,2,3,3352.0,2122,1230.0,0.701,14802 9763,710803983,Existing Customer,44,M,1,Unknown,Married,$80K - $120K,Blue,33,2,3,1,32222.0,0,32222.0,0.8440000000000001,14220 9764,719768658,Existing Customer,31,F,0,College,Married,Unknown,Silver,24,2,3,1,34516.0,2032,32484.0,0.82,14544 9765,711355908,Existing Customer,44,F,3,Graduate,Unknown,Unknown,Silver,36,2,3,3,34516.0,941,33575.0,0.659,12042 9766,813153108,Existing Customer,49,M,4,College,Married,$80K - $120K,Blue,44,2,3,3,31091.0,966,30125.0,0.57,14565 9767,712487883,Attrited Customer,54,M,5,High School,Married,$80K - $120K,Blue,48,2,1,3,7464.0,0,7464.0,0.865,9071 9768,753220383,Attrited Customer,29,M,0,Graduate,Single,$120K +,Blue,22,2,2,3,11722.0,0,11722.0,0.778,8302 9769,708340758,Attrited Customer,41,M,4,High School,Married,Less than $40K,Blue,32,2,3,3,7769.0,0,7769.0,0.943,8109 9770,720852108,Existing Customer,46,M,4,High School,Divorced,$120K +,Blue,31,2,3,1,3569.0,1553,2016.0,0.7979999999999999,16695 9771,716728233,Existing Customer,47,F,4,High School,Married,Less than $40K,Blue,36,1,3,1,3216.0,1480,1736.0,0.733,14178 9772,711863433,Existing Customer,30,M,1,Unknown,Unknown,Less than $40K,Blue,13,1,3,1,3789.0,1782,2007.0,0.85,15670 9773,779422458,Existing Customer,31,F,1,Unknown,Divorced,Less than $40K,Blue,13,2,2,3,3533.0,1206,2327.0,0.8590000000000001,16339 9774,715573758,Existing Customer,43,M,4,Uneducated,Married,$120K +,Silver,36,1,2,1,34516.0,1816,32700.0,0.995,15226 9775,794530608,Existing Customer,52,M,2,Uneducated,Single,$80K - $120K,Blue,34,2,2,3,27229.0,0,27229.0,0.795,13264 9776,718376583,Attrited Customer,52,M,2,Graduate,Divorced,$80K - $120K,Silver,44,4,3,2,34516.0,751,33765.0,0.35700000000000004,5806 9777,720827133,Attrited Customer,43,F,3,Doctorate,Single,Less than $40K,Blue,30,1,2,2,6261.0,463,5798.0,0.889,8132 9778,767414808,Existing Customer,57,F,0,Uneducated,Married,Less than $40K,Blue,51,2,3,3,6996.0,2092,4904.0,0.794,15017 9779,718919433,Existing Customer,52,F,4,Graduate,Single,Less than $40K,Blue,36,2,3,3,4440.0,1149,3291.0,0.8420000000000001,14973 9780,708694983,Existing Customer,55,F,1,Uneducated,Unknown,Less than $40K,Blue,36,1,2,1,3150.0,2222,928.0,0.794,14750 9781,719270358,Existing Customer,57,F,2,Doctorate,Divorced,$40K - $60K,Blue,48,2,2,2,4288.0,1678,2610.0,0.643,15505 9782,708948483,Attrited Customer,54,M,3,Graduate,Married,$80K - $120K,Silver,36,2,3,1,34516.0,761,33755.0,0.838,8444 9783,708462258,Existing Customer,51,F,1,High School,Married,Less than $40K,Blue,38,1,1,2,5189.0,1171,4018.0,0.732,16563 9784,716721483,Attrited Customer,59,M,0,Uneducated,Single,$40K - $60K,Blue,52,1,2,2,14458.0,2017,12441.0,0.99,8696 9785,799011558,Existing Customer,43,M,3,Uneducated,Married,$120K +,Blue,37,1,2,3,16909.0,1171,15738.0,0.767,15740 9786,710697408,Existing Customer,41,F,5,Unknown,Married,Less than $40K,Blue,22,2,1,3,6739.0,896,5843.0,0.765,15471 9787,710527533,Attrited Customer,45,M,5,College,Single,$40K - $60K,Blue,36,4,3,3,4982.0,0,4982.0,0.8859999999999999,8586 9788,709996833,Attrited Customer,31,M,1,Post-Graduate,Single,Less than $40K,Silver,36,6,3,5,12359.0,0,12359.0,0.843,7528 9789,718531983,Existing Customer,51,M,3,High School,Married,$80K - $120K,Blue,41,1,3,3,9959.0,2068,7891.0,0.741,13810 9790,715554708,Existing Customer,53,M,1,High School,Unknown,$120K +,Blue,34,2,1,2,8507.0,1484,7023.0,0.7090000000000001,14949 9791,718774533,Existing Customer,48,M,1,College,Married,$60K - $80K,Blue,44,2,3,1,15355.0,1823,13532.0,0.809,15053 9792,712337208,Existing Customer,59,F,2,Unknown,Single,Unknown,Blue,46,2,3,2,23731.0,1890,21841.0,0.677,13647 9793,714022833,Attrited Customer,42,F,2,Graduate,Single,$40K - $60K,Silver,32,4,3,3,17909.0,0,17909.0,0.225,5977 9794,710026458,Existing Customer,34,M,1,Unknown,Married,$40K - $60K,Blue,36,2,2,2,3995.0,2475,1520.0,0.8170000000000001,12575 9795,710178558,Attrited Customer,46,M,2,High School,Married,$60K - $80K,Gold,38,5,3,6,34516.0,2517,31999.0,0.956,9314 9796,768712383,Attrited Customer,51,M,5,Graduate,Divorced,$120K +,Blue,45,6,3,6,34516.0,0,34516.0,0.757,8173 9797,711156858,Attrited Customer,48,F,5,High School,Single,Less than $40K,Blue,40,1,4,3,8297.0,2517,5780.0,0.899,9819 9798,719799033,Existing Customer,52,M,1,Post-Graduate,Unknown,$80K - $120K,Blue,40,2,1,2,5520.0,2448,3072.0,0.862,14330 9799,720788883,Existing Customer,58,F,0,Uneducated,Unknown,Unknown,Blue,36,1,2,3,3736.0,2209,1527.0,0.98,15886 9800,710306358,Attrited Customer,38,M,1,Unknown,Married,$40K - $60K,Blue,18,1,1,2,9664.0,1983,7681.0,0.873,7995 9801,758617233,Existing Customer,56,F,5,Doctorate,Single,Less than $40K,Blue,49,3,3,2,4132.0,1559,2573.0,0.8270000000000001,14781 9802,720163458,Existing Customer,38,M,1,Uneducated,Unknown,$120K +,Blue,21,4,2,3,28043.0,1786,26257.0,0.802,14521 9803,708482658,Existing Customer,41,M,3,Graduate,Married,$80K - $120K,Blue,31,3,2,2,9959.0,1946,8013.0,0.725,15594 9804,826148883,Existing Customer,45,M,2,Graduate,Married,$120K +,Blue,41,4,3,1,16453.0,1660,14793.0,0.629,14762 9805,779055033,Attrited Customer,43,F,3,Uneducated,Unknown,Less than $40K,Blue,24,1,2,2,8256.0,2416,5840.0,0.696,8104 9806,713118183,Existing Customer,31,M,1,Unknown,Married,$40K - $60K,Blue,23,5,1,2,13427.0,1562,11865.0,0.537,13117 9807,714103083,Existing Customer,47,M,2,College,Married,$40K - $60K,Blue,37,6,3,1,3263.0,1525,1738.0,0.542,14649 9808,714145233,Attrited Customer,34,M,0,Graduate,Divorced,$80K - $120K,Silver,24,1,2,3,34516.0,400,34116.0,0.20199999999999999,5112 9809,719547033,Attrited Customer,40,M,4,Unknown,Married,$80K - $120K,Blue,31,1,3,6,23502.0,0,23502.0,0.8390000000000001,7957 9810,720899058,Existing Customer,35,M,2,Graduate,Married,$80K - $120K,Blue,21,6,2,1,7685.0,2517,5168.0,0.745,13604 9811,789432033,Attrited Customer,32,F,1,Graduate,Married,Less than $40K,Blue,23,1,2,3,4065.0,230,3835.0,0.779,7844 9812,717214158,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Blue,28,5,3,3,9815.0,0,9815.0,0.8590000000000001,15475 9813,715269483,Existing Customer,50,M,4,Post-Graduate,Married,$120K +,Blue,36,4,1,3,17374.0,2517,14857.0,0.743,15473 9814,718805733,Existing Customer,39,F,2,Graduate,Single,$40K - $60K,Blue,28,3,1,1,7093.0,2517,4576.0,0.745,13937 9815,789780033,Existing Customer,33,M,3,College,Married,$80K - $120K,Silver,22,6,2,2,34516.0,917,33599.0,0.764,14202 9816,716482533,Existing Customer,48,F,2,Unknown,Married,Less than $40K,Blue,36,2,1,2,3329.0,0,3329.0,0.8140000000000001,14893 9817,708319908,Attrited Customer,37,M,3,Graduate,Single,$80K - $120K,Blue,17,1,1,2,4116.0,1473,2643.0,1.023,8667 9818,711663858,Existing Customer,28,M,1,Post-Graduate,Single,Unknown,Blue,13,4,3,3,20030.0,1204,18826.0,0.9790000000000001,15862 9819,716894658,Existing Customer,49,F,1,Graduate,Divorced,Less than $40K,Blue,44,5,2,2,8687.0,1763,6924.0,0.7959999999999999,16824 9820,714082308,Attrited Customer,39,M,3,High School,Single,$80K - $120K,Blue,13,2,1,3,8656.0,0,8656.0,0.893,8056 9821,708082083,Existing Customer,45,F,3,High School,Married,Less than $40K,Blue,36,4,3,3,3544.0,1661,1883.0,0.831,15149 9822,714820158,Attrited Customer,29,M,0,High School,Single,$40K - $60K,Blue,36,6,3,1,5988.0,660,5328.0,1.041,10211 9823,713347608,Attrited Customer,54,F,2,Post-Graduate,Single,Less than $40K,Blue,43,2,3,2,4917.0,0,4917.0,0.972,9442 9824,721395633,Existing Customer,53,M,1,Graduate,Single,$80K - $120K,Blue,41,5,3,3,18591.0,994,17597.0,0.737,15063 9825,721438233,Existing Customer,39,M,2,Post-Graduate,Single,$40K - $60K,Blue,31,6,3,3,3297.0,1761,1536.0,0.879,15580 9826,713987808,Existing Customer,43,F,3,College,Single,Less than $40K,Blue,33,4,2,2,5702.0,2165,3537.0,0.79,14970 9827,721086483,Existing Customer,27,F,0,Uneducated,Single,Less than $40K,Silver,19,3,3,3,10982.0,2517,8465.0,0.84,13563 9828,709969758,Existing Customer,43,M,3,Graduate,Single,$60K - $80K,Platinum,35,4,3,3,34516.0,1774,32742.0,0.667,13966 9829,801502008,Existing Customer,37,M,1,Graduate,Married,$60K - $80K,Blue,31,5,1,2,20144.0,1195,18949.0,0.67,14287 9830,819051183,Existing Customer,47,F,4,Graduate,Married,Unknown,Blue,42,4,1,3,16349.0,1925,14424.0,0.833,16207 9831,710858658,Existing Customer,48,F,4,Doctorate,Divorced,Less than $40K,Silver,38,2,1,2,10610.0,0,10610.0,0.664,15050 9832,716002458,Existing Customer,43,M,4,College,Married,$40K - $60K,Blue,30,1,1,2,7386.0,656,6730.0,0.885,15691 9833,718080558,Attrited Customer,41,F,4,High School,Single,Less than $40K,Blue,36,6,3,3,4720.0,0,4720.0,0.978,8798 9834,788019483,Existing Customer,49,M,3,Graduate,Married,$80K - $120K,Blue,40,4,1,3,3660.0,766,2894.0,0.535,14515 9835,716151858,Existing Customer,46,M,3,Unknown,Single,$80K - $120K,Blue,36,5,1,3,12932.0,1893,11039.0,0.804,15372 9836,717241233,Existing Customer,60,F,1,Unknown,Single,Less than $40K,Blue,51,3,3,3,6089.0,1341,4748.0,0.757,14112 9837,713880633,Attrited Customer,53,M,2,Unknown,Single,$60K - $80K,Blue,43,2,2,3,5905.0,0,5905.0,0.797,8883 9838,712374708,Existing Customer,28,F,0,Graduate,Married,Unknown,Blue,15,2,2,2,23103.0,897,22206.0,0.9129999999999999,14049 9839,721145433,Existing Customer,52,F,5,High School,Single,Less than $40K,Silver,36,3,2,2,11280.0,1523,9757.0,0.765,16237 9840,711398433,Existing Customer,38,M,0,High School,Married,$60K - $80K,Blue,31,4,3,3,16565.0,1200,15365.0,0.68,16736 9841,715601808,Existing Customer,50,M,3,Graduate,Married,$120K +,Blue,41,4,2,3,34516.0,2253,32263.0,1.032,16692 9842,717324183,Existing Customer,31,F,0,High School,Single,Less than $40K,Silver,21,3,1,3,14305.0,1288,13017.0,0.774,14769 9843,720557883,Existing Customer,35,M,3,Uneducated,Single,Less than $40K,Blue,21,5,2,1,6104.0,1595,4509.0,0.619,15240 9844,708759408,Existing Customer,48,F,3,Uneducated,Single,$40K - $60K,Blue,39,6,3,2,4207.0,0,4207.0,0.9229999999999999,15124 9845,719430483,Existing Customer,51,M,3,College,Married,$120K +,Blue,40,3,3,2,34516.0,1476,33040.0,0.763,14145 9846,758753283,Attrited Customer,52,M,3,Doctorate,Married,$120K +,Blue,45,1,3,3,34516.0,550,33966.0,0.674,7341 9847,716933283,Existing Customer,52,M,2,High School,Single,$60K - $80K,Gold,39,4,1,1,34516.0,1882,32634.0,0.743,14738 9848,773172483,Attrited Customer,30,M,0,Graduate,Married,$40K - $60K,Blue,23,6,2,4,4063.0,0,4063.0,0.7759999999999999,7463 9849,721459008,Existing Customer,36,M,2,High School,Single,$120K +,Blue,36,4,1,2,11791.0,1168,10623.0,0.662,14885 9850,710639658,Attrited Customer,29,M,1,High School,Single,$60K - $80K,Blue,17,6,1,3,17744.0,829,16915.0,0.851,9658 9851,710710233,Existing Customer,58,M,4,Graduate,Married,$120K +,Silver,45,4,2,3,34516.0,0,34516.0,0.8490000000000001,15560 9852,708996708,Existing Customer,55,M,1,Graduate,Single,$80K - $120K,Blue,46,3,1,1,21032.0,1409,19623.0,0.767,15584 9853,713315433,Existing Customer,61,M,2,Uneducated,Married,$60K - $80K,Blue,48,4,1,2,18571.0,0,18571.0,0.594,15802 9854,712941483,Attrited Customer,51,F,4,Post-Graduate,Married,$40K - $60K,Silver,43,1,3,3,3735.0,0,3735.0,0.762,6826 9855,789890958,Existing Customer,53,F,4,High School,Divorced,$40K - $60K,Blue,43,3,1,2,10948.0,482,10466.0,0.742,16230 9856,714757083,Attrited Customer,44,M,4,Uneducated,Married,$60K - $80K,Silver,37,1,2,2,29076.0,0,29076.0,0.77,8765 9857,789237333,Existing Customer,47,M,4,Post-Graduate,Divorced,$60K - $80K,Blue,36,4,2,5,20237.0,1593,18644.0,0.8109999999999999,15041 9858,714949758,Existing Customer,51,F,3,Graduate,Single,Unknown,Platinum,42,3,1,4,34516.0,1913,32603.0,0.851,16712 9859,714136233,Attrited Customer,53,M,4,Graduate,Married,$120K +,Blue,38,5,2,3,34516.0,0,34516.0,0.8540000000000001,8417 9860,778888083,Attrited Customer,45,F,2,Graduate,Married,$40K - $60K,Blue,26,6,2,4,4307.0,0,4307.0,0.743,8697 9861,710923533,Existing Customer,38,M,4,Unknown,Single,$120K +,Blue,31,3,2,3,34516.0,0,34516.0,0.604,15611 9862,709385133,Existing Customer,42,F,2,Doctorate,Married,Unknown,Blue,30,4,3,5,14828.0,1513,13315.0,0.748,15572 9863,716836308,Existing Customer,29,M,1,Graduate,Divorced,Less than $40K,Blue,36,4,3,2,3839.0,1139,2700.0,0.632,14791 9864,720633558,Existing Customer,37,F,3,Graduate,Divorced,Less than $40K,Blue,24,3,3,4,3727.0,995,2732.0,0.743,14786 9865,712846458,Existing Customer,45,M,4,High School,Divorced,$80K - $120K,Blue,39,5,3,4,14290.0,1432,12858.0,0.815,14709 9866,709399908,Existing Customer,34,F,2,Graduate,Single,$40K - $60K,Blue,23,4,2,2,7594.0,1442,6152.0,0.753,15026 9867,772698783,Existing Customer,50,F,2,College,Married,Less than $40K,Blue,40,3,2,4,8416.0,1549,6867.0,0.643,13988 9868,718665033,Attrited Customer,44,M,5,Doctorate,Single,$60K - $80K,Silver,36,2,3,4,34140.0,0,34140.0,0.877,8177 9869,771561183,Attrited Customer,42,F,4,Graduate,Single,$40K - $60K,Blue,30,6,3,3,13753.0,2517,11236.0,0.652,7464 9870,789008508,Existing Customer,44,M,4,College,Married,$80K - $120K,Blue,31,2,1,1,3472.0,1687,1785.0,0.645,13999 9871,719439108,Existing Customer,42,M,1,Graduate,Married,$40K - $60K,Silver,34,3,3,2,15315.0,1613,13702.0,0.8590000000000001,14728 9872,720817533,Existing Customer,54,M,1,Uneducated,Married,$120K +,Blue,40,4,1,2,12086.0,1264,10822.0,0.986,15559 9873,813901458,Existing Customer,60,M,1,High School,Single,$60K - $80K,Silver,55,5,5,3,34516.0,1642,32874.0,0.7090000000000001,14954 9874,717783483,Existing Customer,47,F,5,Post-Graduate,Divorced,Less than $40K,Blue,30,4,1,2,5016.0,2286,2730.0,0.669,17038 9875,718299933,Existing Customer,42,M,3,High School,Married,$40K - $60K,Blue,30,3,3,4,4333.0,739,3594.0,0.69,15903 9876,789074358,Existing Customer,46,M,2,High School,Single,$60K - $80K,Blue,34,2,2,1,10325.0,0,10325.0,0.866,16856 9877,712036383,Attrited Customer,49,M,4,High School,Single,$60K - $80K,Blue,30,6,3,3,18418.0,0,18418.0,0.9179999999999999,9980 9878,720618033,Existing Customer,43,F,3,College,Married,$40K - $60K,Blue,36,1,3,2,9633.0,0,9633.0,0.638,14829 9879,720415833,Existing Customer,47,M,2,High School,Married,$60K - $80K,Blue,32,3,5,2,3842.0,1563,2279.0,0.7809999999999999,14751 9880,720385608,Existing Customer,45,M,3,College,Unknown,$80K - $120K,Blue,31,2,1,4,20958.0,1936,19022.0,0.772,14314 9881,709937583,Existing Customer,45,F,2,High School,Single,Unknown,Blue,34,4,3,2,3024.0,1835,1189.0,0.7929999999999999,14220 9882,770743983,Existing Customer,34,F,3,Uneducated,Single,$40K - $60K,Blue,20,1,2,3,8698.0,874,7824.0,0.708,15683 9883,715671183,Attrited Customer,43,M,3,Uneducated,Married,$80K - $120K,Blue,31,6,3,4,6824.0,2517,4307.0,0.972,9045 9884,711283008,Existing Customer,50,M,1,High School,Single,$80K - $120K,Silver,36,4,5,3,34516.0,0,34516.0,0.732,16019 9885,778873608,Existing Customer,44,M,4,Uneducated,Married,$80K - $120K,Silver,25,3,1,1,34516.0,1984,32532.0,0.7340000000000001,14335 9886,709592808,Existing Customer,38,F,2,Graduate,Single,Less than $40K,Blue,28,5,3,4,3311.0,1556,1755.0,0.652,14470 9887,773306658,Existing Customer,54,M,1,Unknown,Single,$60K - $80K,Blue,48,4,5,4,4752.0,1230,3522.0,0.883,15678 9888,822084333,Attrited Customer,51,M,3,High School,Married,$80K - $120K,Blue,47,2,4,3,4041.0,0,4041.0,0.67,8219 9889,708821733,Attrited Customer,43,F,3,Unknown,Single,$40K - $60K,Silver,36,2,3,4,19713.0,531,19182.0,0.792,8301 9890,711070683,Existing Customer,48,F,3,Post-Graduate,Married,$40K - $60K,Blue,37,4,1,2,6725.0,493,6232.0,0.72,13891 9891,772596783,Existing Customer,31,M,1,Graduate,Unknown,Less than $40K,Gold,21,3,2,2,15261.0,1109,14152.0,0.655,15442 9892,806917983,Existing Customer,32,F,2,Graduate,Divorced,Unknown,Silver,27,2,3,1,33779.0,1526,32253.0,0.879,15200 9893,719329983,Existing Customer,42,F,3,Unknown,Unknown,Unknown,Blue,36,6,1,2,15648.0,0,15648.0,0.731,13784 9894,710190858,Existing Customer,28,M,1,Unknown,Unknown,$40K - $60K,Blue,15,5,2,4,9283.0,2288,6995.0,0.9279999999999999,13804 9895,708880683,Existing Customer,49,M,5,College,Married,$40K - $60K,Blue,40,4,3,4,3970.0,892,3078.0,0.772,13697 9896,709332408,Existing Customer,44,F,1,High School,Single,Less than $40K,Blue,36,3,3,3,6159.0,1640,4519.0,0.619,13517 9897,710751033,Attrited Customer,31,F,1,Graduate,Single,Less than $40K,Blue,13,1,1,3,4829.0,0,4829.0,0.836,8286 9898,710679933,Attrited Customer,59,M,1,Graduate,Single,$80K - $120K,Blue,54,2,5,4,15633.0,0,15633.0,0.9840000000000001,8660 9899,710849208,Existing Customer,47,M,2,Post-Graduate,Single,$120K +,Silver,35,3,3,4,34516.0,1652,32864.0,0.7559999999999999,14738 9900,710056758,Existing Customer,51,M,4,High School,Single,$40K - $60K,Blue,36,2,2,4,10017.0,1850,8167.0,0.622,15635 9901,713520858,Existing Customer,53,F,1,College,Single,Less than $40K,Blue,38,3,3,2,3895.0,1981,1914.0,0.8390000000000001,16023 9902,714710733,Existing Customer,51,M,3,Unknown,Single,$80K - $120K,Blue,36,4,1,2,5611.0,0,5611.0,0.6970000000000001,16557 9903,766769058,Existing Customer,51,M,1,Graduate,Single,$40K - $60K,Gold,44,3,3,3,22722.0,1790,20932.0,0.813,15817 9904,716990883,Existing Customer,38,M,5,Unknown,Married,$80K - $120K,Blue,26,5,1,2,16033.0,766,15267.0,0.682,15260 9905,718298733,Existing Customer,40,M,4,High School,Single,$80K - $120K,Blue,29,3,3,2,12978.0,0,12978.0,0.628,14134 9906,717174558,Attrited Customer,57,F,1,Uneducated,Single,Less than $40K,Blue,46,2,3,3,9129.0,0,9129.0,0.733,7733 9907,714543633,Attrited Customer,45,F,3,Unknown,Single,Less than $40K,Blue,36,1,2,5,7500.0,0,7500.0,0.5760000000000001,8024 9908,715756683,Existing Customer,50,M,4,Graduate,Single,$80K - $120K,Blue,36,3,2,4,14804.0,1696,13108.0,0.9590000000000001,15237 9909,719400108,Existing Customer,53,M,3,Unknown,Single,$80K - $120K,Blue,43,4,3,4,34516.0,1084,33432.0,0.6859999999999999,14319 9910,710463408,Existing Customer,47,M,3,Unknown,Married,$80K - $120K,Blue,36,3,2,3,9683.0,1116,8567.0,0.721,15627 9911,708245808,Existing Customer,35,M,3,Graduate,Married,$60K - $80K,Blue,36,4,1,4,19671.0,924,18747.0,0.82,13908 9912,799253808,Existing Customer,42,M,3,High School,Married,$80K - $120K,Silver,36,5,2,3,34516.0,1294,33222.0,0.679,13845 9913,716552433,Existing Customer,40,F,4,Uneducated,Married,Less than $40K,Blue,36,4,1,2,5056.0,1067,3989.0,0.7490000000000001,15926 9914,720995583,Existing Customer,48,M,2,Graduate,Divorced,$60K - $80K,Silver,33,3,2,2,25217.0,1754,23463.0,0.7120000000000001,15054 9915,780118158,Existing Customer,27,M,0,Graduate,Single,Less than $40K,Blue,13,2,2,4,3585.0,2420,1165.0,0.812,15656 9916,713668158,Attrited Customer,31,F,1,Uneducated,Single,Unknown,Blue,36,2,3,3,21067.0,0,21067.0,0.995,9212 9917,709249083,Attrited Customer,40,M,2,Unknown,Single,$60K - $80K,Blue,20,4,2,4,4283.0,0,4283.0,0.878,8672 9918,717081483,Existing Customer,37,M,2,Graduate,Divorced,$80K - $120K,Blue,25,3,2,2,25187.0,2209,22978.0,0.799,16606 9919,718455633,Existing Customer,60,F,0,Graduate,Single,Unknown,Gold,55,4,3,2,7469.0,2517,4952.0,0.6559999999999999,16328 9920,708974283,Existing Customer,50,M,4,Graduate,Married,$60K - $80K,Blue,34,5,1,1,18142.0,0,18142.0,0.857,15427 9921,713399583,Attrited Customer,49,M,2,Unknown,Married,$80K - $120K,Blue,39,2,3,4,29865.0,2097,27768.0,0.902,8636 9922,713293983,Existing Customer,52,M,3,Post-Graduate,Divorced,$60K - $80K,Blue,33,5,3,2,3388.0,2517,871.0,0.919,15313 9923,714785508,Existing Customer,49,M,2,High School,Single,$80K - $120K,Silver,40,4,3,2,34516.0,1313,33203.0,0.583,15154 9924,827318958,Existing Customer,49,F,4,Unknown,Single,Less than $40K,Blue,45,5,3,2,9431.0,1785,7646.0,0.603,14261 9925,718496283,Existing Customer,42,F,1,College,Single,Unknown,Silver,31,6,2,3,30770.0,2228,28542.0,0.7120000000000001,15998 9926,709608708,Attrited Customer,29,M,1,Graduate,Married,$60K - $80K,Blue,17,5,1,4,6500.0,2517,3983.0,0.915,9451 9927,710939283,Existing Customer,45,F,3,Uneducated,Divorced,$40K - $60K,Blue,36,3,2,4,4209.0,1300,2909.0,0.75,16078 9928,770824833,Existing Customer,32,M,1,Graduate,Divorced,$40K - $60K,Blue,19,2,3,5,3657.0,1135,2522.0,0.795,16236 9929,779082633,Existing Customer,30,M,2,Uneducated,Single,$60K - $80K,Blue,13,3,2,3,4107.0,979,3128.0,0.647,14596 9930,720515883,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,46,4,3,2,3638.0,0,3638.0,0.8370000000000001,16469 9931,747885858,Existing Customer,39,F,2,Graduate,Single,Less than $40K,Blue,31,5,3,3,8325.0,2048,6277.0,0.92,14571 9932,779140533,Existing Customer,49,M,2,Doctorate,Married,$120K +,Blue,34,3,6,4,27124.0,2311,24813.0,0.73,15195 9933,716619558,Existing Customer,38,F,0,High School,Single,Less than $40K,Silver,36,4,3,2,13747.0,1941,11806.0,0.748,16401 9934,788633733,Existing Customer,36,M,3,Graduate,Married,$60K - $80K,Silver,13,4,3,2,28174.0,1173,27001.0,0.779,16258 9935,715291908,Existing Customer,31,M,1,College,Single,$40K - $60K,Blue,36,3,1,2,11109.0,2045,9064.0,0.625,13988 9936,709977933,Attrited Customer,52,M,5,Uneducated,Married,$80K - $120K,Blue,44,2,3,4,9959.0,199,9760.0,1.003,8517 9937,716454858,Existing Customer,35,F,2,Graduate,Married,Less than $40K,Blue,28,6,1,3,4014.0,2266,1748.0,0.718,14257 9938,720539583,Existing Customer,46,M,4,Unknown,Single,$60K - $80K,Blue,31,4,1,4,21226.0,1202,20024.0,0.755,14103 9939,739021908,Existing Customer,56,F,2,Unknown,Married,$40K - $60K,Blue,49,3,3,2,3681.0,0,3681.0,0.693,13222 9940,711289533,Existing Customer,39,M,4,Post-Graduate,Single,$80K - $120K,Blue,32,5,3,2,26710.0,1681,25029.0,0.741,14043 9941,716464533,Existing Customer,32,F,1,Graduate,Married,Less than $40K,Blue,36,4,3,3,9550.0,2517,7033.0,0.713,13783 9942,710590683,Attrited Customer,33,M,2,Unknown,Married,$120K +,Blue,36,3,3,5,16127.0,0,16127.0,0.769,7729 9943,710081208,Attrited Customer,52,M,2,College,Single,$120K +,Blue,32,4,3,1,4935.0,0,4935.0,0.713,7886 9944,717482658,Existing Customer,55,M,2,High School,Single,$80K - $120K,Blue,36,3,2,2,18022.0,0,18022.0,0.823,14485 9945,712246983,Existing Customer,50,M,4,High School,Married,$80K - $120K,Blue,43,2,2,5,16748.0,2413,14335.0,0.769,15338 9946,711460458,Attrited Customer,44,M,1,Uneducated,Married,$40K - $60K,Blue,34,5,2,3,10973.0,0,10973.0,0.792,10583 9947,713159133,Existing Customer,32,F,2,High School,Single,Less than $40K,Silver,23,4,2,2,14143.0,1472,12671.0,0.777,13785 9948,710047533,Attrited Customer,51,M,3,Graduate,Single,$80K - $120K,Gold,36,4,3,3,34516.0,2201,32315.0,0.978,8614 9949,716708583,Attrited Customer,54,M,4,Graduate,Married,$120K +,Blue,36,2,3,5,7684.0,0,7684.0,0.61,7667 9950,712766208,Attrited Customer,45,M,5,Uneducated,Single,$120K +,Silver,36,4,2,1,34516.0,0,34516.0,0.732,8603 9951,715150983,Attrited Customer,44,F,3,Unknown,Single,Unknown,Blue,34,2,3,3,26021.0,0,26021.0,1.04,8898 9952,717991533,Existing Customer,44,M,2,Uneducated,Married,$40K - $60K,Blue,36,3,3,2,3843.0,1460,2383.0,0.8109999999999999,16461 9953,797641683,Existing Customer,40,M,3,Uneducated,Married,$80K - $120K,Blue,34,4,3,2,14840.0,2043,12797.0,0.778,16256 9954,714879483,Attrited Customer,39,M,4,Graduate,Married,$80K - $120K,Blue,31,1,3,3,3929.0,542,3387.0,0.8109999999999999,7773 9955,720105933,Existing Customer,48,M,3,Uneducated,Divorced,$40K - $60K,Blue,35,3,5,3,11427.0,2307,9120.0,0.848,15243 9956,804670758,Existing Customer,48,F,5,Unknown,Divorced,Unknown,Blue,43,4,3,2,20974.0,2249,18725.0,0.5670000000000001,15903 9957,818987958,Existing Customer,43,M,4,Graduate,Unknown,$40K - $60K,Blue,38,5,1,3,3771.0,0,3771.0,0.675,14662 9958,824160333,Existing Customer,56,M,2,High School,Unknown,$120K +,Blue,52,6,2,2,23362.0,1453,21909.0,0.848,15399 9959,714919308,Attrited Customer,32,F,0,Graduate,Single,Less than $40K,Blue,36,5,3,3,8135.0,0,8135.0,0.841,8620 9960,717928308,Existing Customer,40,F,1,Uneducated,Single,Less than $40K,Silver,34,5,2,2,13669.0,1774,11895.0,0.653,15772 9961,788890533,Existing Customer,54,M,2,College,Married,$80K - $120K,Silver,39,4,1,4,34516.0,2305,32211.0,0.586,13756 9962,779692608,Existing Customer,36,M,1,Uneducated,Married,$60K - $80K,Blue,19,6,3,5,9764.0,0,9764.0,0.6890000000000001,15097 9963,717774333,Attrited Customer,48,M,3,High School,Married,$60K - $80K,Blue,36,1,2,5,8431.0,0,8431.0,0.222,5189 9964,718140783,Existing Customer,47,M,4,Unknown,Married,$60K - $80K,Blue,36,4,5,2,10585.0,1749,8836.0,0.655,18484 9965,714465558,Existing Customer,41,M,4,Unknown,Married,$120K +,Silver,36,3,1,4,34516.0,2205,32311.0,0.897,15033 9966,804431283,Existing Customer,57,F,1,Graduate,Married,Less than $40K,Blue,52,5,1,2,7882.0,1101,6781.0,0.682,14651 9967,715199808,Existing Customer,39,F,3,Graduate,Unknown,Unknown,Silver,30,6,3,5,33905.0,2070,31835.0,0.685,15335 9968,759584958,Attrited Customer,51,F,1,Graduate,Married,Unknown,Silver,44,4,2,4,33004.0,2418,30586.0,0.9229999999999999,10156 9969,758802333,Existing Customer,40,M,2,Graduate,Single,$120K +,Blue,33,3,1,2,20891.0,1213,19678.0,0.7170000000000001,14641 9970,720237408,Existing Customer,59,M,1,Doctorate,Single,$80K - $120K,Blue,49,4,2,2,22715.0,707,22008.0,0.848,15004 9971,713787333,Existing Customer,46,M,2,High School,Single,Less than $40K,Blue,36,5,1,0,3818.0,1142,2676.0,0.7090000000000001,14731 9972,709660233,Attrited Customer,52,M,3,Unknown,Single,$80K - $120K,Blue,44,1,2,4,3526.0,2429,1097.0,0.7120000000000001,7775 9973,721005108,Existing Customer,41,M,0,College,Married,$40K - $60K,Blue,29,3,2,2,6991.0,1384,5607.0,0.66,14994 9974,809589783,Existing Customer,41,M,4,Post-Graduate,Married,$40K - $60K,Silver,36,3,3,2,16268.0,817,15451.0,0.64,13969 9975,712627083,Attrited Customer,38,M,4,Uneducated,Married,$80K - $120K,Blue,25,5,2,4,5768.0,0,5768.0,0.924,9867 9976,778444908,Existing Customer,57,M,2,Graduate,Married,$120K +,Silver,39,4,2,3,34516.0,1444,33072.0,0.568,16392 9977,711433908,Attrited Customer,41,F,3,Uneducated,Married,Less than $40K,Blue,30,1,2,3,9491.0,0,9491.0,1.056,9061 9978,768728508,Existing Customer,45,F,5,Doctorate,Married,Less than $40K,Gold,39,6,3,2,15987.0,1096,14891.0,0.625,14209 9979,789937683,Existing Customer,37,M,3,Post-Graduate,Married,$40K - $60K,Blue,28,4,1,2,3645.0,701,2944.0,0.654,15559 9980,711788583,Existing Customer,61,F,1,Graduate,Single,Less than $40K,Blue,36,3,2,2,3466.0,1444,2022.0,0.653,15075 9981,819196158,Existing Customer,49,F,2,Unknown,Single,Less than $40K,Blue,44,5,2,3,9797.0,998,8799.0,0.8859999999999999,15013 9982,710207208,Existing Customer,31,F,1,Unknown,Single,Less than $40K,Blue,18,3,1,3,3399.0,1800,1599.0,0.752,13148 9983,713994108,Existing Customer,40,M,5,High School,Married,$60K - $80K,Blue,33,3,1,2,4155.0,1315,2840.0,0.767,15851 9984,712509108,Attrited Customer,46,F,3,Doctorate,Single,Less than $40K,Gold,36,1,3,5,15164.0,532,14632.0,0.858,8356 9985,711745233,Attrited Customer,30,F,0,High School,Single,Unknown,Blue,22,1,2,4,13894.0,0,13894.0,0.845,9351 9986,778745058,Existing Customer,50,M,3,High School,Single,$80K - $120K,Silver,41,2,2,1,34516.0,0,34516.0,0.627,15059 9987,721455558,Existing Customer,56,M,0,Graduate,Single,$60K - $80K,Blue,44,1,3,2,6828.0,1859,4969.0,0.752,14713 9988,710721858,Attrited Customer,46,F,3,Unknown,Married,$40K - $60K,Blue,37,2,3,4,5542.0,0,5542.0,0.8079999999999999,8246 9989,769206483,Existing Customer,58,M,3,Unknown,Married,$120K +,Blue,52,3,3,3,15733.0,2101,13632.0,0.597,13986 9990,769587258,Existing Customer,38,M,3,College,Single,$60K - $80K,Silver,32,4,2,2,30082.0,1671,28411.0,0.7070000000000001,15240 9991,712080333,Existing Customer,46,M,2,High School,Divorced,$120K +,Blue,34,3,2,4,3659.0,1381,2278.0,0.669,16252 9992,712457208,Attrited Customer,58,M,1,Graduate,Single,$80K - $120K,Blue,36,6,3,4,22718.0,0,22718.0,0.747,8100 9993,719934783,Existing Customer,43,M,3,Doctorate,Married,$80K - $120K,Blue,27,4,2,2,3676.0,673,3003.0,0.629,14651 9994,709589208,Existing Customer,53,M,0,Graduate,Single,$60K - $80K,Blue,35,3,1,3,17721.0,596,17125.0,0.6940000000000001,14409 9995,714860808,Existing Customer,59,F,1,Graduate,Single,Less than $40K,Blue,39,5,3,2,4404.0,2272,2132.0,0.809,15709 9996,713934633,Attrited Customer,40,F,4,Uneducated,Divorced,Less than $40K,Blue,35,2,3,3,4423.0,2517,1906.0,0.84,8935 9997,773185833,Existing Customer,49,M,3,High School,Married,$60K - $80K,Gold,42,3,1,4,34516.0,0,34516.0,0.838,15095 9998,715923408,Existing Customer,30,F,0,College,Married,Less than $40K,Blue,19,4,2,3,4184.0,1254,2930.0,0.5489999999999999,14999 9999,778956033,Existing Customer,51,M,1,Graduate,Married,$80K - $120K,Blue,32,3,2,3,34516.0,1549,32967.0,0.892,15151 10000,712260633,Existing Customer,47,F,5,Doctorate,Single,Unknown,Blue,36,4,1,4,26923.0,2461,24462.0,0.602,13643 10001,714945708,Attrited Customer,33,M,4,College,Single,$40K - $60K,Silver,20,2,1,3,15977.0,0,15977.0,0.7020000000000001,7745 10002,720971358,Existing Customer,59,M,0,High School,Single,$80K - $120K,Blue,47,5,3,3,26812.0,1491,25321.0,0.679,14838 10003,719701383,Existing Customer,44,M,4,Unknown,Married,$60K - $80K,Blue,32,4,3,3,5175.0,0,5175.0,0.72,14304 10004,764316708,Existing Customer,30,F,1,High School,Single,Less than $40K,Blue,23,3,2,2,3955.0,2352,1603.0,0.779,16423 10005,715545933,Existing Customer,43,M,5,Graduate,Married,$120K +,Blue,36,6,2,4,22355.0,2179,20176.0,0.726,14268 10006,714524583,Attrited Customer,56,M,3,Uneducated,Married,$80K - $120K,Blue,46,1,3,3,23240.0,1534,21706.0,0.971,9441 10007,780079833,Existing Customer,43,M,3,Graduate,Divorced,$60K - $80K,Blue,28,3,3,4,5479.0,1183,4296.0,0.596,14728 10008,714199008,Attrited Customer,50,M,2,Unknown,Married,$120K +,Blue,36,6,2,2,16081.0,492,15589.0,0.204,6100 10009,719941533,Existing Customer,32,F,1,Graduate,Married,Less than $40K,Blue,20,3,1,4,5497.0,1735,3762.0,0.664,16266 10010,715544883,Existing Customer,39,M,1,Graduate,Married,Less than $40K,Silver,30,4,3,3,14135.0,630,13505.0,0.64,13703 10011,710122458,Existing Customer,38,M,2,High School,Single,$60K - $80K,Silver,36,5,3,2,31546.0,2057,29489.0,0.625,15311 10012,713833233,Existing Customer,49,M,5,Uneducated,Married,$80K - $120K,Silver,30,3,3,2,34516.0,1768,32748.0,0.767,15134 10013,719326758,Attrited Customer,52,F,0,Doctorate,Married,Less than $40K,Blue,36,4,3,2,4353.0,1489,2864.0,0.945,9226 10014,711686658,Existing Customer,48,M,5,High School,Married,$80K - $120K,Silver,40,6,2,2,34516.0,1417,33099.0,0.6920000000000001,16579 10015,708964683,Existing Customer,48,F,4,College,Unknown,Unknown,Blue,36,3,2,1,3310.0,0,3310.0,0.748,14542 10016,718840833,Attrited Customer,49,M,3,High School,Single,$40K - $60K,Blue,36,1,3,4,4601.0,0,4601.0,0.9620000000000001,9610 10017,797228883,Existing Customer,46,M,2,High School,Married,$40K - $60K,Blue,40,3,3,0,3981.0,0,3981.0,0.626,14340 10018,709566408,Attrited Customer,40,F,2,Graduate,Single,Less than $40K,Blue,30,5,3,6,4458.0,0,4458.0,0.935,9640 10019,780097533,Existing Customer,48,M,3,Doctorate,Divorced,$80K - $120K,Blue,33,4,1,2,10292.0,0,10292.0,0.6559999999999999,15148 10020,715020933,Attrited Customer,44,F,4,High School,Unknown,Unknown,Blue,34,4,3,4,15944.0,0,15944.0,0.919,9360 10021,711149133,Attrited Customer,30,F,1,Graduate,Married,Unknown,Blue,18,4,1,4,4377.0,2517,1860.0,0.941,8759 10022,716832858,Attrited Customer,46,M,3,Graduate,Married,$60K - $80K,Blue,34,1,2,4,4930.0,159,4771.0,0.5920000000000001,7412 10023,715154058,Attrited Customer,49,F,0,Unknown,Married,Less than $40K,Blue,39,1,3,3,4982.0,2517,2465.0,0.903,9274 10024,789497283,Attrited Customer,50,M,2,High School,Single,$120K +,Blue,42,1,3,2,34162.0,1723,32439.0,0.429,7572 10025,711834708,Existing Customer,55,M,4,College,Married,$80K - $120K,Blue,40,4,2,5,4047.0,1482,2565.0,0.9590000000000001,16191 10026,785038908,Existing Customer,43,F,0,Graduate,Married,Less than $40K,Blue,37,3,1,4,6380.0,1160,5220.0,0.753,17119 10027,720001758,Existing Customer,42,F,1,Graduate,Single,Less than $40K,Blue,34,5,1,3,3534.0,1175,2359.0,0.737,13588 10028,778428108,Existing Customer,36,F,1,Graduate,Single,Less than $40K,Blue,16,6,5,3,6091.0,1184,4907.0,0.7659999999999999,17437 10029,715268508,Existing Customer,42,M,3,Graduate,Married,$40K - $60K,Gold,36,3,2,5,23981.0,1399,22582.0,0.7120000000000001,14840 10030,788741733,Existing Customer,53,F,1,Graduate,Married,Less than $40K,Blue,32,4,2,3,7832.0,1784,6048.0,0.711,14614 10031,717355533,Existing Customer,56,M,3,Graduate,Single,$120K +,Blue,44,3,1,2,34516.0,1307,33209.0,0.5579999999999999,13759 10032,712128258,Existing Customer,49,F,4,High School,Single,Less than $40K,Silver,40,5,3,5,13704.0,2127,11577.0,0.805,15872 10033,735825258,Existing Customer,39,M,2,High School,Single,Less than $40K,Blue,32,4,1,4,4423.0,1643,2780.0,0.7240000000000001,15467 10034,714544908,Attrited Customer,56,M,4,Graduate,Divorced,$60K - $80K,Blue,36,6,3,3,6224.0,0,6224.0,0.92,8979 10035,818712633,Existing Customer,41,F,3,Graduate,Single,Less than $40K,Blue,36,4,6,2,4133.0,1067,3066.0,0.632,16100 10036,709831983,Existing Customer,57,M,2,Uneducated,Single,$120K +,Blue,46,3,2,3,34516.0,1244,33272.0,0.606,15176 10037,789398733,Existing Customer,56,M,3,Graduate,Married,$120K +,Blue,46,3,3,2,5270.0,779,4491.0,0.731,16179 10038,716850558,Existing Customer,48,M,4,Graduate,Unknown,$60K - $80K,Gold,32,5,1,3,34516.0,1285,33231.0,0.654,15279 10039,717316008,Existing Customer,38,M,2,Unknown,Married,$120K +,Blue,36,6,2,3,3782.0,0,3782.0,0.7170000000000001,14977 10040,714677583,Attrited Customer,50,F,3,Doctorate,Single,Unknown,Blue,36,4,3,3,5173.0,0,5173.0,0.912,8757 10041,767348733,Existing Customer,56,M,2,Unknown,Married,$60K - $80K,Blue,49,3,3,3,4058.0,793,3265.0,0.758,15865 10042,779900808,Existing Customer,32,M,0,College,Single,$60K - $80K,Blue,16,2,3,2,21551.0,0,21551.0,0.536,14950 10043,719900733,Existing Customer,60,M,1,High School,Married,$40K - $60K,Blue,47,3,1,3,9805.0,1007,8798.0,0.8,14641 10044,816517683,Existing Customer,38,F,2,Doctorate,Married,Less than $40K,Blue,33,4,3,3,7530.0,1336,6194.0,0.7490000000000001,14719 10045,755305683,Existing Customer,45,M,5,Graduate,Married,$60K - $80K,Blue,38,5,1,4,8983.0,0,8983.0,0.713,15163 10046,715769958,Existing Customer,53,F,3,Unknown,Married,$40K - $60K,Blue,39,3,2,2,4855.0,1912,2943.0,0.606,14969 10047,715493733,Attrited Customer,53,M,2,Graduate,Married,$40K - $60K,Blue,36,2,3,4,5735.0,0,5735.0,1.0090000000000001,9088 10048,827440458,Attrited Customer,48,M,4,College,Married,$80K - $120K,Blue,44,2,3,3,9524.0,1449,8075.0,0.5589999999999999,7527 10049,715713408,Existing Customer,55,M,2,Graduate,Married,Less than $40K,Gold,46,3,5,3,15987.0,0,15987.0,0.82,15853 10050,720128658,Attrited Customer,49,M,1,Uneducated,Single,$120K +,Blue,30,5,3,3,5181.0,0,5181.0,0.83,8943 10051,770038983,Attrited Customer,37,M,4,High School,Single,$60K - $80K,Silver,31,1,3,3,28831.0,2517,26314.0,0.77,8688 10052,714684108,Attrited Customer,31,M,1,Post-Graduate,Single,$40K - $60K,Blue,24,4,2,4,4169.0,534,3635.0,0.836,8565 10053,708942408,Existing Customer,46,F,3,Uneducated,Single,$40K - $60K,Blue,36,3,2,2,7020.0,1784,5236.0,0.815,16937 10054,779134458,Attrited Customer,33,F,1,Doctorate,Single,Less than $40K,Blue,15,1,1,3,3709.0,1180,2529.0,0.645,8130 10055,710066133,Attrited Customer,30,M,0,Graduate,Single,Less than $40K,Silver,36,4,3,3,12833.0,0,12833.0,0.853,9619 10056,709578258,Existing Customer,40,F,3,Uneducated,Single,Less than $40K,Blue,33,4,3,2,3804.0,1917,1887.0,0.7440000000000001,14321 10057,718043583,Existing Customer,50,M,2,Uneducated,Single,$120K +,Blue,40,5,3,4,21794.0,1368,20426.0,0.691,15111 10058,715186608,Existing Customer,43,M,4,Graduate,Married,$80K - $120K,Blue,35,3,2,3,3304.0,2517,787.0,0.741,14565 10059,708447858,Existing Customer,59,F,2,Uneducated,Married,Less than $40K,Blue,36,6,3,2,3850.0,0,3850.0,0.509,15107 10060,718071933,Existing Customer,49,M,1,Graduate,Married,$40K - $60K,Blue,36,4,2,3,4158.0,1889,2269.0,0.872,15842 10061,771217758,Existing Customer,44,F,2,High School,Single,Less than $40K,Blue,31,3,2,3,4182.0,2028,2154.0,0.6579999999999999,16920 10062,721210158,Existing Customer,29,M,2,College,Married,$40K - $60K,Blue,17,3,1,3,4626.0,1232,3394.0,0.731,14740 10063,788779983,Existing Customer,58,M,2,Post-Graduate,Married,$80K - $120K,Blue,39,4,2,3,3742.0,2517,1225.0,0.75,16401 10064,718614183,Attrited Customer,43,F,4,High School,Unknown,Less than $40K,Silver,31,6,2,2,13651.0,0,13651.0,1.046,9772 10065,709865883,Attrited Customer,38,M,2,High School,Divorced,$60K - $80K,Silver,25,1,2,3,26794.0,821,25973.0,0.848,8788 10066,766273533,Existing Customer,53,M,2,Uneducated,Unknown,$80K - $120K,Blue,46,3,6,3,17190.0,1736,15454.0,0.698,15055 10067,717390408,Attrited Customer,49,F,4,Uneducated,Married,$40K - $60K,Blue,36,5,2,3,4167.0,0,4167.0,0.581,7590 10068,718655808,Existing Customer,44,F,3,Uneducated,Married,Less than $40K,Silver,36,3,3,2,12944.0,1200,11744.0,0.8390000000000001,16161 10069,817035108,Existing Customer,31,M,2,Graduate,Single,Less than $40K,Blue,14,4,3,3,6933.0,1870,5063.0,0.6559999999999999,15585 10070,747551658,Existing Customer,47,M,3,High School,Unknown,$80K - $120K,Silver,40,5,3,2,34516.0,1371,33145.0,0.691,15930 10071,713281833,Attrited Customer,37,M,3,Unknown,Single,$40K - $60K,Blue,29,6,2,3,13589.0,2517,11072.0,0.941,9456 10072,771982083,Existing Customer,44,M,4,Doctorate,Married,$80K - $120K,Blue,33,3,1,3,4552.0,1144,3408.0,0.7090000000000001,14418 10073,717642633,Existing Customer,51,M,2,Graduate,Married,$60K - $80K,Blue,40,3,3,3,3750.0,1801,1949.0,0.889,17995 10074,772721208,Existing Customer,50,M,2,High School,Single,$60K - $80K,Blue,40,4,3,3,17655.0,1720,15935.0,0.706,16293 10075,714385983,Existing Customer,57,F,2,Uneducated,Single,Less than $40K,Blue,36,5,3,2,8224.0,1239,6985.0,0.7929999999999999,16319 10076,712516608,Existing Customer,43,M,3,Graduate,Married,$80K - $120K,Blue,36,6,2,3,3946.0,1275,2671.0,0.647,14822 10077,714725883,Existing Customer,41,F,4,Graduate,Divorced,$40K - $60K,Blue,36,4,1,0,5654.0,2470,3184.0,0.637,15123 10078,709398708,Existing Customer,40,M,3,High School,Divorced,$60K - $80K,Blue,36,3,1,2,16268.0,2517,13751.0,0.652,15925 10079,715090008,Existing Customer,45,M,4,Graduate,Single,$60K - $80K,Silver,36,2,3,4,28564.0,2517,26047.0,0.711,14875 10080,709159308,Existing Customer,42,F,4,High School,Single,Less than $40K,Blue,30,3,1,3,6172.0,1212,4960.0,0.723,16622 10081,711348033,Existing Customer,50,M,2,Graduate,Married,$40K - $60K,Blue,40,4,3,2,5435.0,1243,4192.0,0.7490000000000001,16202 10082,788230158,Existing Customer,29,M,1,Unknown,Married,$40K - $60K,Silver,20,3,1,2,16496.0,1409,15087.0,0.677,16715 10083,718170033,Existing Customer,42,F,4,Uneducated,Married,Unknown,Blue,23,4,1,2,8348.0,0,8348.0,0.695,15905 10084,718161708,Existing Customer,46,F,4,Graduate,Married,Less than $40K,Blue,34,5,1,2,7562.0,1500,6062.0,0.632,14908 10085,717714633,Existing Customer,49,M,3,Uneducated,Married,$120K +,Gold,38,4,3,4,14938.0,0,14938.0,0.737,15277 10086,824150733,Existing Customer,43,M,2,High School,Married,$80K - $120K,Silver,39,3,1,3,34516.0,1987,32529.0,0.6729999999999999,16177 10087,713768358,Existing Customer,45,M,4,Graduate,Single,$40K - $60K,Blue,35,3,2,2,7935.0,888,7047.0,0.779,15380 10088,709188108,Existing Customer,45,M,2,Graduate,Single,$60K - $80K,Silver,33,4,2,2,34516.0,1529,32987.0,0.609,13940 10089,720328983,Attrited Customer,52,F,5,Unknown,Married,Less than $40K,Blue,36,4,3,3,9611.0,0,9611.0,0.84,7636 10090,712296408,Existing Customer,36,F,3,Unknown,Married,$40K - $60K,Blue,22,5,3,3,12958.0,2273,10685.0,0.608,15681 10091,719106783,Existing Customer,52,M,1,High School,Single,$80K - $120K,Blue,41,4,1,4,4103.0,1972,2131.0,0.665,16344 10092,713437008,Attrited Customer,40,F,3,Graduate,Married,Unknown,Blue,25,1,2,3,6888.0,1878,5010.0,1.0590000000000002,9038 10093,719574033,Existing Customer,38,M,1,High School,Single,$60K - $80K,Blue,28,2,2,2,21906.0,0,21906.0,0.696,15349 10094,716123283,Existing Customer,59,M,1,Unknown,Single,$60K - $80K,Blue,48,3,1,2,7288.0,0,7288.0,0.64,14873 10095,789023508,Existing Customer,46,M,3,Unknown,Married,$80K - $120K,Blue,33,4,1,3,34516.0,1099,33417.0,0.816,15490 10096,710005683,Existing Customer,56,M,2,College,Single,$80K - $120K,Blue,46,3,3,5,12540.0,1696,10844.0,0.799,16518 10097,801036033,Existing Customer,31,M,0,High School,Single,$40K - $60K,Blue,25,3,2,3,4493.0,1388,3105.0,0.795,17744 10098,716644008,Attrited Customer,55,M,3,Graduate,Single,$120K +,Silver,36,4,3,4,34516.0,0,34516.0,1.0070000000000001,9931 10099,709094358,Existing Customer,51,F,1,Graduate,Single,Less than $40K,Blue,41,4,2,3,8900.0,798,8102.0,0.647,16737 10100,719848008,Existing Customer,39,M,2,Graduate,Unknown,$60K - $80K,Silver,36,4,2,2,29808.0,0,29808.0,0.669,16098 10101,718372458,Existing Customer,42,M,2,Graduate,Unknown,$40K - $60K,Blue,30,3,2,5,3735.0,1723,2012.0,0.595,14501 10102,720608658,Existing Customer,33,F,1,Uneducated,Single,Less than $40K,Blue,36,5,3,3,8398.0,1875,6523.0,0.727,16706 10103,717185658,Attrited Customer,51,M,1,High School,Married,$80K - $120K,Blue,36,4,3,4,22754.0,0,22754.0,0.799,8531 10104,715474083,Existing Customer,51,M,3,Graduate,Single,$60K - $80K,Silver,36,3,2,2,29663.0,1743,27920.0,0.667,14638 10105,709646433,Attrited Customer,59,F,1,High School,Married,Less than $40K,Blue,50,1,4,3,5043.0,743,4300.0,0.805,10170 10106,717494358,Existing Customer,58,F,0,Graduate,Single,Less than $40K,Blue,48,2,2,5,4299.0,1334,2965.0,0.66,15068 10107,713924283,Attrited Customer,61,M,0,Graduate,Single,$60K - $80K,Blue,54,2,1,4,11859.0,1644,10215.0,0.866,8930 10108,714471183,Attrited Customer,47,M,4,Graduate,Divorced,$80K - $120K,Blue,39,4,3,4,17504.0,476,17028.0,0.892,10468 10109,780613758,Existing Customer,47,M,5,High School,Single,Less than $40K,Blue,35,4,3,5,4165.0,0,4165.0,0.813,17093 10110,718225683,Existing Customer,56,M,1,Graduate,Single,$80K - $120K,Silver,49,5,2,2,34516.0,1091,33425.0,0.64,15274 10111,710734308,Existing Customer,49,M,1,Graduate,Single,$60K - $80K,Blue,40,6,3,3,6481.0,1569,4912.0,0.6920000000000001,15937 10112,708564858,Attrited Customer,33,M,2,College,Married,$120K +,Gold,20,2,1,4,34516.0,0,34516.0,1.004,9338 10113,713733633,Attrited Customer,27,M,0,High School,Divorced,$60K - $80K,Blue,36,2,3,2,13303.0,2517,10786.0,0.929,10219 10114,720841533,Existing Customer,29,M,0,Graduate,Married,Less than $40K,Blue,15,3,1,5,4700.0,0,4700.0,0.617,14723 10115,712210458,Existing Customer,38,M,1,Uneducated,Single,$40K - $60K,Blue,36,2,3,2,5639.0,1558,4081.0,0.614,16628 10116,714109308,Existing Customer,46,M,5,College,Single,$80K - $120K,Blue,36,1,2,3,13187.0,2241,10946.0,0.6890000000000001,15354 10117,712503408,Existing Customer,57,M,2,Graduate,Married,$80K - $120K,Blue,40,6,3,4,17925.0,1909,16016.0,0.7120000000000001,17498 10118,713755458,Attrited Customer,50,M,1,Unknown,Unknown,$80K - $120K,Blue,36,6,3,4,9959.0,952,9007.0,0.825,10310 10119,716893683,Attrited Customer,55,F,3,Uneducated,Single,Unknown,Blue,47,4,3,3,14657.0,2517,12140.0,0.166,6009 10120,710841183,Existing Customer,54,M,1,High School,Single,$60K - $80K,Blue,34,5,2,0,13940.0,2109,11831.0,0.66,15577 10121,713899383,Existing Customer,56,F,1,Graduate,Single,Less than $40K,Blue,50,4,1,4,3688.0,606,3082.0,0.57,14596 10122,772366833,Existing Customer,50,M,2,Graduate,Single,$40K - $60K,Blue,40,3,2,3,4003.0,1851,2152.0,0.703,15476 10123,710638233,Attrited Customer,41,M,2,Unknown,Divorced,$40K - $60K,Blue,25,4,2,3,4277.0,2186,2091.0,0.804,8764 10124,716506083,Attrited Customer,44,F,1,High School,Married,Less than $40K,Blue,36,5,3,4,5409.0,0,5409.0,0.8190000000000001,10291 10125,717406983,Attrited Customer,30,M,2,Graduate,Unknown,$40K - $60K,Blue,36,4,3,3,5281.0,0,5281.0,0.535,8395 10126,714337233,Attrited Customer,43,F,2,Graduate,Married,Less than $40K,Silver,25,6,2,4,10388.0,1961,8427.0,0.703,10294