employee_id,age,department,salary,years_experience,performance_score,city,remote 1001,50.0,Sales,57230.0,18.0,2.84,New York,False 1002,36.0,Sales,66159.0,3.0,4.76,Tokyo,False 1003,29.0,Sales,300000.0,,1.75,London,True 1004,42.0,Engineering,103605.0,7.0,1.53,Sydney,False 1005,40.0,Engineering,61376.0,22.0,1.68,London,True 1006,,Engineering,300000.0,6.0,1.81,Tokyo,True 1007,32.0,HR,51139.0,,1.63,London,True 1008,32.0,Finance,61118.0,9.0,3.18,London,True 1009,45.0,Sales,66092.0,9.0,3.53,Tokyo,False 1010,57.0,Sales,74109.0,,2.45,Toronto,False 1011,90.0,HR,63384.0,13.0,2.89,London,True 1012,24.0,Sales,46189.0,1.0,1.82,Berlin,False 1013,43.0,Engineering,,0.0,2.68,Berlin,False 1014,23.0,,87234.0,22.0,3.33,London,True 1015,45.0,Marketing,72790.0,22.0,4.06,Toronto,False 1016,51.0,Sales,86680.0,17.0,1.51,Sydney,True 1017,59.0,Engineering,89045.0,6.0,3.14,Tokyo,True 1018,23.0,Marketing,77719.0,,2.54,Berlin,False 1019,42.0,Finance,52829.0,0.0,4.48,Sydney,False 1020,54.0,Marketing,78413.0,24.0,4.0,London,False 1021,33.0,Engineering,100193.0,22.0,3.56,Sydney,True 1022,43.0,Marketing,66946.0,2.0,2.47,New York,True 1023,46.0,HR,81131.0,23.0,4.69,Berlin,False 1024,,Marketing,74752.0,22.0,1.66,London,False 1025,49.0,Sales,99703.0,7.0,1.88,Tokyo,False 1026,37.0,Sales,62800.0,21.0,2.87,Toronto,False 1027,36.0,HR,95764.0,24.0,1.94,London,True 1028,24.0,Engineering,68250.0,14.0,4.85,Tokyo,False 1029,58.0,Sales,,4.0,4.29,Toronto,True 1030,28.0,Finance,76977.0,2.0,2.41,Toronto,True 1031,42.0,Sales,81164.0,,3.56,London,False 1032,30.0,Sales,109408.0,,4.94,Sydney,False 1033,39.0,Engineering,80752.0,14.0,4.59,Sydney,False 1034,25.0,Marketing,78479.0,7.0,3.6,Toronto,True 1035,46.0,Sales,103731.0,1.0,4.66,Sydney,False 1036,35.0,,85819.0,,4.96,New York,False 1037,30.0,Marketing,63403.0,23.0,4.1,Toronto,True 1038,47.0,Finance,99407.0,13.0,1.73,Toronto,False 1039,23.0,Engineering,61687.0,23.0,2.91,,True 1040,41.0,,63314.0,13.0,4.43,Sydney,False 1041,,Marketing,59727.0,10.0,2.31,Toronto,True 1042,28.0,Marketing,58148.0,,4.41,New York,False 1043,29.0,Marketing,80997.0,3.0,1.92,Tokyo,False 1044,56.0,Finance,70358.0,,1.66,London,True 1045,35.0,Marketing,12393.0,4.0,2.84,Toronto,True 1046,38.0,Finance,70171.0,21.0,1.63,New York,False 1047,57.0,Marketing,65678.0,20.0,4.85,Berlin,True 1048,25.0,HR,,13.0,4.39,New York,True 1049,23.0,Marketing,64861.0,22.0,4.3,New York,True 1050,15.0,Finance,120707.0,15.0,3.7,Tokyo,True 1051,25.0,Sales,100142.0,17.0,2.26,London,False 1052,50.0,Marketing,67982.0,6.0,3.31,Berlin,False 1053,39.0,Sales,,9.0,3.59,Sydney,True 1054,47.0,HR,84454.0,6.0,3.34,Sydney,True 1055,55.0,Engineering,79202.0,0.0,2.41,New York,True 1056,31.0,HR,,22.0,3.3,Tokyo,True 1057,57.0,Marketing,75973.0,20.0,3.22,Tokyo,False 1058,35.0,,79326.0,,4.99,Sydney,False 1059,52.0,Sales,89820.0,15.0,4.64,Berlin,True 1060,36.0,Finance,111944.0,18.0,3.12,London,True 1061,29.0,Sales,79522.0,3.0,3.68,Berlin,True 1062,35.0,Finance,,17.0,4.12,Toronto,False 1063,44.0,Engineering,38474.0,1.0,1.62,,True 1064,42.0,Marketing,110303.0,0.0,4.63,London,False 1065,37.0,Finance,70262.0,14.0,4.51,Sydney,True 1066,39.0,,84627.0,4.0,3.1,London,False 1067,45.0,Sales,,19.0,2.87,Tokyo,True 1068,47.0,Sales,79097.0,10.0,2.46,,False 1069,46.0,Engineering,71496.0,9.0,3.17,New York,True 1070,15.0,Sales,100554.0,1.0,1.66,New York,True 1071,36.0,,83293.0,2.0,4.48,,True 1072,22.0,Finance,85550.0,22.0,1.62,Tokyo,False 1073,46.0,Finance,47583.0,22.0,2.65,Berlin,True 1074,28.0,Engineering,96706.0,11.0,4.76,Tokyo,False 1075,30.0,Finance,81761.0,19.0,4.07,New York,False 1076,45.0,Finance,50311.0,4.0,2.48,New York,True 1077,22.0,Finance,83732.0,4.0,2.38,Toronto,True 1078,29.0,HR,250000.0,5.0,1.52,Tokyo,True 1079,45.0,Marketing,117156.0,8.0,3.94,Tokyo,False 1080,32.0,Sales,55167.0,1.0,1.67,,True 1081,38.0,HR,104012.0,,3.36,Berlin,False 1082,29.0,Finance,60367.0,11.0,4.87,Sydney,False 1083,56.0,,85084.0,2.0,1.88,Sydney,True 1084,56.0,Finance,58582.0,19.0,4.63,Tokyo,True 1085,54.0,Marketing,92948.0,21.0,4.97,Sydney,True 1086,26.0,Finance,250000.0,11.0,1.72,New York,True 1087,49.0,Engineering,83420.0,23.0,4.59,New York,True 1088,28.0,Marketing,75271.0,16.0,3.31,Tokyo,True 1089,30.0,,50418.0,9.0,4.67,Tokyo,False 1090,29.0,Marketing,84074.0,23.0,3.5,Toronto,False 1091,33.0,Sales,65942.0,13.0,3.82,,False 1092,55.0,Sales,,22.0,3.4,Berlin,True 1093,54.0,Finance,70755.0,16.0,4.53,Sydney,False 1094,44.0,,73618.0,17.0,4.07,Tokyo,False 1095,45.0,,105293.0,,3.32,London,False 1096,58.0,Finance,117869.0,16.0,4.54,Toronto,False 1097,56.0,Sales,89149.0,,2.36,London,False 1098,43.0,Sales,69831.0,8.0,2.05,New York,True 1099,48.0,Finance,68256.0,7.0,2.06,Sydney,True 1100,,Marketing,60264.0,1.0,2.67,Tokyo,False 1101,22.0,Sales,63746.0,12.0,2.34,London,False 1102,56.0,Marketing,70075.0,24.0,4.76,Sydney,False 1103,58.0,Sales,110357.0,6.0,1.87,New York,True 1104,35.0,Sales,,8.0,3.95,Berlin,True 1105,24.0,HR,,21.0,2.16,Toronto,False 1106,,Sales,75750.0,21.0,4.59,,True 1107,,Engineering,78206.0,10.0,4.86,Sydney,True 1108,47.0,Finance,75641.0,13.0,3.13,Berlin,False 1109,35.0,Finance,89394.0,3.0,4.58,Sydney,True 1110,48.0,,76242.0,12.0,1.52,New York,True 1111,30.0,Sales,88837.0,1.0,4.37,New York,False 1112,36.0,Engineering,60954.0,22.0,2.3,Berlin,True 1113,36.0,Marketing,107053.0,4.0,4.68,,True 1114,47.0,HR,79545.0,,1.5,Tokyo,False 1115,34.0,Marketing,82204.0,5.0,3.45,,True 1116,53.0,Marketing,60879.0,17.0,4.15,Tokyo,True 1117,53.0,Sales,83493.0,20.0,2.41,Sydney,False 1118,25.0,HR,86719.0,9.0,2.18,London,False 1119,51.0,Marketing,53944.0,3.0,1.79,Berlin,False 1120,58.0,Engineering,45136.0,8.0,2.64,Berlin,True 1121,44.0,Engineering,80286.0,5.0,3.46,Toronto,False 1122,36.0,Finance,66202.0,1.0,1.91,London,True 1123,,HR,79679.0,16.0,2.82,New York,False 1124,57.0,HR,51761.0,4.0,1.53,London,True 1125,34.0,Finance,,24.0,4.37,,False 1126,53.0,Marketing,78720.0,5.0,1.95,New York,False 1127,,HR,68704.0,11.0,2.49,Berlin,False 1128,43.0,Engineering,37007.0,22.0,1.56,London,False 1129,49.0,Engineering,99176.0,20.0,3.01,Tokyo,True 1130,23.0,,51462.0,9.0,4.44,Toronto,False 1131,27.0,HR,121320.0,21.0,2.87,Tokyo,False 1132,49.0,Marketing,63768.0,,2.13,Toronto,True 1133,49.0,Finance,82228.0,24.0,4.14,Sydney,False 1134,41.0,Finance,104645.0,5.0,4.26,Tokyo,True 1135,51.0,Marketing,101630.0,7.0,2.11,London,False 1136,32.0,Sales,110750.0,1.0,4.2,London,False 1137,49.0,Finance,47585.0,11.0,4.82,Tokyo,False 1138,46.0,,54554.0,12.0,2.08,London,True 1139,54.0,Sales,79068.0,24.0,4.2,Sydney,False 1140,22.0,HR,90115.0,20.0,3.98,New York,False 1141,48.0,Engineering,74798.0,6.0,3.16,Sydney,False 1142,,Sales,45516.0,9.0,1.7,Toronto,True 1143,24.0,Finance,83938.0,12.0,1.76,Sydney,True 1144,,,71503.0,16.0,4.48,Toronto,False 1145,29.0,Sales,71288.0,20.0,4.97,London,True 1146,48.0,Sales,33997.0,13.0,3.87,New York,False 1147,30.0,Sales,89355.0,1.0,3.06,London,False 1148,58.0,HR,77614.0,21.0,3.77,Berlin,False 1149,54.0,Engineering,107313.0,10.0,3.58,London,False 1150,45.0,Marketing,73659.0,0.0,2.84,Toronto,False 1151,36.0,Sales,85194.0,18.0,1.73,London,False 1152,53.0,Finance,89973.0,20.0,4.38,,False 1153,53.0,Sales,43569.0,3.0,2.8,New York,True 1154,45.0,Finance,122101.0,18.0,4.37,London,True 1155,33.0,HR,67246.0,,2.38,New York,True 1156,15.0,Finance,83902.0,10.0,1.5,Tokyo,True 1157,24.0,Marketing,86530.0,7.0,2.06,Berlin,True 1158,58.0,Engineering,60334.0,10.0,3.14,New York,True 1159,,Finance,108246.0,3.0,4.81,Toronto,True 1160,23.0,Finance,79787.0,16.0,1.86,Tokyo,False 1161,23.0,Engineering,71157.0,6.0,4.49,New York,False 1162,49.0,Marketing,77493.0,,3.34,New York,False 1163,,Sales,88757.0,2.0,4.39,Berlin,False 1164,58.0,Finance,75194.0,21.0,2.54,Toronto,True 1165,53.0,Engineering,90875.0,1.0,4.44,Sydney,True 1166,54.0,HR,,22.0,4.2,Sydney,False 1167,22.0,Engineering,61537.0,14.0,2.31,New York,False 1168,40.0,HR,36502.0,23.0,1.96,,True 1169,23.0,Marketing,110946.0,21.0,4.54,Toronto,False 1170,47.0,Sales,110712.0,21.0,4.87,Tokyo,False 1171,53.0,Engineering,86279.0,4.0,1.61,London,False 1172,,Finance,56773.0,23.0,4.06,London,False 1173,53.0,Marketing,118018.0,0.0,4.68,Toronto,True 1174,25.0,Engineering,64121.0,3.0,4.5,New York,False 1175,32.0,Finance,71162.0,14.0,4.88,New York,False 1176,38.0,Engineering,77872.0,19.0,4.16,New York,True 1177,59.0,HR,83127.0,18.0,3.05,New York,True 1178,45.0,Engineering,86588.0,2.0,2.59,Sydney,False 1179,26.0,Engineering,87311.0,19.0,2.62,New York,True 1180,55.0,,72399.0,10.0,4.04,Sydney,False 1181,27.0,Marketing,,16.0,4.11,Sydney,False 1182,43.0,Engineering,71594.0,,2.2,New York,True 1183,32.0,Finance,85427.0,10.0,4.54,Berlin,False 1184,37.0,HR,83951.0,1.0,4.0,Tokyo,False 1185,54.0,HR,88731.0,8.0,3.47,London,False 1186,30.0,Engineering,86483.0,1.0,3.15,Sydney,False 1187,,Marketing,67036.0,20.0,3.4,Toronto,True 1188,37.0,Marketing,83257.0,,2.06,Toronto,True 1189,,Finance,86761.0,8.0,2.21,Tokyo,False 1190,24.0,Engineering,51760.0,7.0,1.82,Toronto,True 1191,41.0,HR,70067.0,16.0,2.04,Berlin,False 1192,57.0,Marketing,85946.0,0.0,3.09,Toronto,False 1193,40.0,Engineering,105767.0,24.0,3.36,London,False 1194,47.0,Marketing,89848.0,10.0,1.56,London,False 1195,24.0,Marketing,106903.0,7.0,4.29,Sydney,False 1196,40.0,HR,,9.0,2.53,New York,True 1197,41.0,Sales,79503.0,24.0,4.69,Berlin,False 1198,53.0,Finance,89503.0,6.0,4.89,Sydney,True 1199,28.0,Finance,33126.0,2.0,2.15,,True 1200,54.0,HR,102194.0,2.0,3.12,New York,False 1201,39.0,Marketing,,17.0,1.5,Toronto,False 1202,22.0,Engineering,300000.0,4.0,3.59,Toronto,False 1203,32.0,Marketing,87363.0,11.0,3.63,,False 1204,49.0,HR,32887.0,11.0,2.37,Sydney,False 1205,46.0,Finance,33797.0,18.0,3.45,New York,True 1206,44.0,Marketing,100785.0,5.0,2.29,Tokyo,False 1207,52.0,,,1.0,2.06,London,False 1208,51.0,Engineering,59144.0,11.0,3.78,Sydney,True 1209,56.0,Finance,59126.0,18.0,2.64,Berlin,True 1210,,Finance,300000.0,4.0,3.57,Tokyo,False 1211,37.0,Sales,74771.0,11.0,3.02,Sydney,True 1212,47.0,Sales,93979.0,16.0,4.95,New York,False 1213,23.0,Sales,83632.0,16.0,2.02,New York,True 1214,22.0,Finance,103495.0,9.0,3.13,New York,True 1215,33.0,,92461.0,24.0,3.88,New York,False 1216,26.0,Finance,87974.0,22.0,2.88,Berlin,True 1217,,HR,68662.0,16.0,4.91,Tokyo,True 1218,53.0,HR,67344.0,14.0,4.03,Toronto,True 1219,30.0,Sales,74068.0,11.0,3.8,London,True 1220,56.0,Marketing,108137.0,15.0,4.15,Berlin,True 1221,40.0,Engineering,67687.0,23.0,4.83,Berlin,True 1222,37.0,Sales,300000.0,18.0,4.68,Toronto,False 1223,24.0,Sales,250000.0,7.0,4.03,Toronto,False 1224,41.0,Marketing,87165.0,20.0,4.12,London,True 1225,45.0,Engineering,115630.0,16.0,2.01,London,False 1226,54.0,Finance,58195.0,22.0,1.86,Toronto,False 1227,45.0,Finance,132140.0,4.0,3.5,New York,False 1228,32.0,Sales,78280.0,21.0,1.56,,True 1229,29.0,Engineering,28687.0,15.0,3.19,,False 1230,57.0,Sales,68060.0,,2.24,London,True 1231,59.0,HR,98948.0,7.0,2.71,London,False 1232,41.0,Sales,,24.0,4.22,,True 1233,56.0,Sales,87926.0,17.0,4.79,Tokyo,True 1234,46.0,,,24.0,1.75,Sydney,False 1235,56.0,Finance,,11.0,3.37,Sydney,False 1236,46.0,Finance,62755.0,14.0,4.59,London,True 1237,50.0,HR,44770.0,8.0,1.79,New York,False 1238,39.0,Finance,64109.0,12.0,4.39,Tokyo,False 1239,39.0,Engineering,88715.0,,2.75,Sydney,False 1240,15.0,Marketing,78828.0,9.0,2.63,London,True 1241,56.0,Engineering,90621.0,15.0,4.92,Sydney,True 1242,37.0,Engineering,58143.0,6.0,2.2,Tokyo,False 1243,57.0,Finance,59241.0,16.0,3.93,Tokyo,False 1244,,Marketing,,22.0,4.38,,False 1245,25.0,Marketing,64152.0,20.0,1.64,Toronto,True 1246,54.0,Marketing,98433.0,21.0,3.85,,True 1247,35.0,HR,63706.0,6.0,4.83,London,False 1248,42.0,Finance,66083.0,13.0,1.93,Tokyo,False 1249,41.0,Marketing,82539.0,14.0,4.64,,False 1250,29.0,HR,67993.0,20.0,3.58,Berlin,False 1251,28.0,Sales,52771.0,6.0,3.66,,False 1252,24.0,,,8.0,3.65,Sydney,False 1253,38.0,,84680.0,18.0,2.55,Berlin,True 1254,54.0,HR,50543.0,,4.77,Sydney,False 1255,,Finance,100149.0,7.0,4.82,Tokyo,True 1256,43.0,Finance,62573.0,17.0,3.69,New York,False 1257,,Sales,86092.0,22.0,4.24,Tokyo,False 1258,51.0,Marketing,63653.0,17.0,3.64,Berlin,True 1259,59.0,Sales,58526.0,19.0,3.2,,True 1260,59.0,Marketing,79430.0,6.0,3.81,Tokyo,True 1261,29.0,Marketing,93932.0,,3.44,Sydney,True 1262,48.0,Finance,70547.0,17.0,3.59,Sydney,False 1263,48.0,Engineering,73821.0,9.0,4.24,Toronto,True 1264,,Engineering,,6.0,3.18,Berlin,False 1265,42.0,HR,90129.0,16.0,1.64,London,True 1266,51.0,Finance,74307.0,13.0,2.07,Toronto,False 1267,54.0,,67017.0,23.0,3.04,Sydney,False 1268,49.0,Engineering,,2.0,4.04,Tokyo,False 1269,54.0,Marketing,71564.0,11.0,3.58,Sydney,False 1270,26.0,Engineering,80634.0,12.0,3.78,Tokyo,False 1271,40.0,Engineering,53503.0,1.0,3.18,Toronto,False 1272,25.0,Engineering,79989.0,2.0,3.66,Berlin,True 1273,56.0,Finance,62071.0,4.0,2.65,Sydney,False 1274,38.0,Sales,91306.0,10.0,3.15,Tokyo,True 1275,49.0,Marketing,62896.0,7.0,4.1,Berlin,True 1276,51.0,Finance,63208.0,22.0,4.55,London,False 1277,50.0,Finance,83017.0,22.0,3.02,Tokyo,True 1278,27.0,Finance,75256.0,11.0,1.65,Toronto,False 1279,56.0,Finance,115980.0,6.0,2.07,London,True 1280,58.0,,45673.0,14.0,1.57,London,False 1281,45.0,HR,76977.0,23.0,3.79,New York,True 1282,50.0,Marketing,95334.0,16.0,2.66,Sydney,False 1283,,Finance,64590.0,3.0,3.4,Tokyo,False 1284,56.0,Marketing,58610.0,21.0,3.23,London,False 1285,54.0,HR,59324.0,24.0,1.79,New York,False 1286,42.0,HR,45985.0,12.0,2.91,Toronto,True 1287,53.0,Marketing,99295.0,17.0,2.27,Berlin,False 1288,44.0,Engineering,69067.0,0.0,2.96,,True 1289,54.0,Sales,66936.0,15.0,2.21,London,True 1290,,Engineering,36766.0,12.0,4.44,Sydney,True 1291,,Engineering,49193.0,9.0,2.11,New York,False 1292,46.0,Engineering,101377.0,11.0,4.86,,True 1293,52.0,Finance,80456.0,1.0,2.96,Sydney,True 1294,24.0,HR,95997.0,22.0,4.46,London,True 1295,45.0,Engineering,93720.0,2.0,3.7,Tokyo,False 1296,53.0,HR,56989.0,9.0,4.07,Tokyo,False 1297,43.0,Marketing,118737.0,1.0,4.19,Tokyo,True 1298,44.0,Sales,110095.0,22.0,3.27,Toronto,False 1299,23.0,,64852.0,,3.4,Toronto,False 1300,48.0,,10772.0,12.0,3.3,New York,True 1190,24.0,Engineering,51760.0,7.0,1.82,Toronto,True 1124,57.0,HR,51761.0,4.0,1.53,London,True 1186,30.0,Engineering,86483.0,1.0,3.15,Sydney,False 1214,22.0,Finance,103495.0,9.0,3.13,New York,True 1107,,Engineering,78206.0,10.0,4.86,Sydney,True 1128,43.0,Engineering,37007.0,22.0,1.56,London,False 1177,59.0,HR,83127.0,18.0,3.05,New York,True 1074,28.0,Engineering,96706.0,11.0,4.76,Tokyo,False 1276,51.0,Finance,63208.0,22.0,4.55,London,False 1243,57.0,Finance,59241.0,16.0,3.93,Tokyo,False 1267,54.0,,67017.0,23.0,3.04,Sydney,False 1148,58.0,HR,77614.0,21.0,3.77,Berlin,False