step int64 1 743 | type stringclasses 5
values | amount float64 0 92.4M | nameOrig stringlengths 5 11 | oldbalanceOrg float64 0 59.6M | newbalanceOrig float64 0 49.6M | nameDest stringlengths 2 11 | oldbalanceDest float64 0 356M | newbalanceDest float64 0 356M | isFraud int64 0 1 | isFlaggedFraud int64 0 1 |
|---|---|---|---|---|---|---|---|---|---|---|
710 | PAYMENT | 17,690.54 | C1540268738 | 102,156 | 84,465.46 | M2026227872 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 31,105.56 | C1184661395 | 20,361 | 0 | C1458617804 | 1,846,632.91 | 1,877,738.47 | 0 | 0 |
710 | CASH_OUT | 31,962.82 | C1660231640 | 20,609 | 0 | C2044628201 | 0 | 31,962.82 | 0 | 0 |
710 | CASH_IN | 104,916.71 | C1380072641 | 1,220 | 106,136.71 | C2079241962 | 3,638,099.63 | 3,533,182.92 | 0 | 0 |
710 | CASH_IN | 169,688.41 | C1900585668 | 1,095 | 170,783.41 | C742732332 | 865,033.75 | 695,345.34 | 0 | 0 |
710 | PAYMENT | 9,299.75 | C1410153369 | 54,061 | 44,761.25 | M508359967 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 441,865.74 | C1563129379 | 11,186 | 0 | C2065307060 | 726,372.01 | 1,168,237.75 | 0 | 0 |
710 | CASH_OUT | 319,095.62 | C1774297536 | 482 | 0 | C1608260047 | 65,400.22 | 384,495.83 | 0 | 0 |
710 | CASH_IN | 254,833.32 | C1420664466 | 15,190 | 270,023.32 | C1653491492 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 23,776.29 | C766541077 | 11,067 | 0 | M724344046 | 0 | 0 | 0 | 0 |
710 | CASH_IN | 124,930.83 | C1325918186 | 49,217 | 174,147.83 | C807751068 | 3,089,416.72 | 2,964,485.89 | 0 | 0 |
710 | PAYMENT | 15,710.98 | C2003220886 | 136,523 | 120,812.02 | M1494235834 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 150,982.45 | C370415258 | 131 | 0 | C1584921449 | 222,570 | 373,552.45 | 0 | 0 |
710 | PAYMENT | 9,404.41 | C1717340933 | 245,922 | 236,517.59 | M615789649 | 0 | 0 | 0 | 0 |
710 | CASH_IN | 208,520.15 | C2091454359 | 1,068 | 209,588.15 | C1527887560 | 7,359,753.16 | 7,151,233.01 | 0 | 0 |
710 | CASH_OUT | 94,445.25 | C1245668958 | 11,172 | 0 | C5889834 | 101,719.35 | 196,164.6 | 0 | 0 |
710 | PAYMENT | 21,831.39 | C1211746495 | 1,285 | 0 | M1294625621 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 6,024.65 | C2043347152 | 3,522 | 0 | M1215796257 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 7,669.58 | C1317912992 | 162 | 0 | M1357085671 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 24,471.91 | C1896823979 | 204 | 0 | C1569565331 | 2,109,881.13 | 2,134,353.05 | 0 | 0 |
710 | CASH_IN | 361,303.93 | C95254583 | 10,003 | 371,306.93 | C1487969961 | 0 | 0 | 0 | 0 |
710 | CASH_IN | 206,226.78 | C621623779 | 40,149 | 246,375.78 | C2121640426 | 1,694,560.11 | 1,488,333.33 | 0 | 0 |
710 | TRANSFER | 252,318.98 | C1853506278 | 24,208 | 0 | C64798656 | 48,154.94 | 300,473.91 | 0 | 0 |
710 | CASH_IN | 308,724.37 | C1721287142 | 2,013 | 310,737.37 | C2107399539 | 6,745,897.15 | 6,437,172.78 | 0 | 0 |
710 | PAYMENT | 3,604.2 | C144335298 | 28,185 | 24,580.8 | M1142194963 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 128,521.68 | C2026214405 | 125 | 0 | C1391928013 | 0 | 128,521.68 | 0 | 0 |
710 | CASH_OUT | 157,388.25 | C1492315402 | 20,307 | 0 | C136555284 | 157,526.31 | 314,914.56 | 0 | 0 |
710 | CASH_IN | 78,510.31 | C62718887 | 644 | 79,154.31 | C1907374171 | 37,233.86 | 0 | 0 | 0 |
710 | CASH_OUT | 244,437.63 | C1666254040 | 2,146 | 0 | C422718845 | 10,606.88 | 255,044.51 | 0 | 0 |
710 | PAYMENT | 39,178.96 | C937480459 | 804,276 | 765,097.04 | M2025185344 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 160,099.41 | C327054538 | 21,170 | 0 | C1760253379 | 599,621.27 | 759,720.68 | 0 | 0 |
710 | TRANSFER | 1,326,310.62 | C2028127673 | 21,872 | 0 | C1647842444 | 0 | 1,326,310.62 | 0 | 0 |
710 | CASH_OUT | 109,581.29 | C1228618535 | 7,066 | 0 | C1093057003 | 5,163,189.86 | 5,272,771.15 | 0 | 0 |
710 | CASH_IN | 58,709.65 | C509306272 | 122,933 | 181,642.65 | C391592299 | 3,014,391.77 | 2,955,682.12 | 0 | 0 |
710 | CASH_IN | 258,815.82 | C2120452741 | 19,983 | 278,798.82 | C678361056 | 179,662.49 | 0 | 0 | 0 |
710 | CASH_OUT | 390,162.72 | C272779261 | 21,582 | 0 | C1906903230 | 34,693.05 | 424,855.77 | 0 | 0 |
710 | CASH_OUT | 495,271.31 | C3192017 | 69,318 | 0 | C229023796 | 3,720,425.13 | 4,215,696.44 | 0 | 0 |
710 | PAYMENT | 7,749.5 | C1157867282 | 10,603 | 2,853.5 | M659962517 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 30,612.62 | C631893037 | 204 | 0 | M549081717 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 31,461.25 | C2027510343 | 114,271 | 82,809.75 | M1858946395 | 0 | 0 | 0 | 0 |
710 | CASH_IN | 54,126.84 | C82777131 | 30,921 | 85,047.84 | C70771157 | 1,938,530.79 | 1,884,403.95 | 0 | 0 |
710 | TRANSFER | 273,706.44 | C1983170361 | 20,950 | 0 | C650713020 | 57,886.89 | 331,593.33 | 0 | 0 |
710 | PAYMENT | 3,492.61 | C1150136538 | 483,260 | 479,767.39 | M1089389197 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 94,851.81 | C1021106423 | 22,381 | 0 | C1185473041 | 5,713,805.92 | 5,808,657.73 | 0 | 0 |
710 | CASH_OUT | 136,271.71 | C1820446042 | 29,542 | 0 | C2068764503 | 114,093.09 | 250,364.8 | 0 | 0 |
710 | CASH_OUT | 168,536.51 | C1168358256 | 11,222 | 0 | C983404192 | 1,619,905.3 | 1,788,441.81 | 0 | 0 |
710 | CASH_OUT | 374,053.26 | C1945105379 | 135,545 | 0 | C519678124 | 151,090.04 | 525,143.3 | 0 | 0 |
710 | CASH_OUT | 26,577.3 | C699303433 | 222,377 | 195,799.7 | C239683456 | 846,392.39 | 872,969.69 | 0 | 0 |
710 | CASH_OUT | 263,726.64 | C1269265787 | 10,191 | 0 | C829389497 | 120,116.79 | 383,843.43 | 0 | 0 |
710 | CASH_OUT | 23,134.6 | C319237956 | 29,957 | 6,822.4 | C795484824 | 0 | 23,134.6 | 0 | 0 |
710 | PAYMENT | 11,805.36 | C528201260 | 50,522 | 38,716.64 | M1119413508 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 16,784.53 | C843336837 | 2,945 | 0 | M403908742 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 337,213.94 | C1511729022 | 11,152 | 0 | C1149981653 | 3,151,683.98 | 3,488,897.92 | 0 | 0 |
710 | PAYMENT | 9,904.49 | C1594784252 | 65,065 | 55,160.51 | M1337861884 | 0 | 0 | 0 | 0 |
710 | TRANSFER | 552,468.27 | C1323851925 | 50,116 | 0 | C244227801 | 0 | 552,468.27 | 0 | 0 |
710 | CASH_IN | 326,425.44 | C1296801505 | 71,160 | 397,585.44 | C24245502 | 236,153.73 | 0 | 0 | 0 |
710 | PAYMENT | 55,614.61 | C1629937453 | 82,320 | 26,705.39 | M1594989619 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 19,697.34 | C1391502220 | 453 | 0 | M1138594725 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 135,574.31 | C341177156 | 20,066 | 0 | C1645734606 | 1,153,123.75 | 1,288,698.06 | 0 | 0 |
710 | CASH_OUT | 274,327.83 | C1207305721 | 21,012 | 0 | C549269634 | 1,286,957.44 | 1,561,285.27 | 0 | 0 |
710 | PAYMENT | 3,235.49 | C273490504 | 100,425 | 97,189.51 | M1067637599 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 161,245.46 | C81186876 | 20,646 | 0 | C1416561447 | 23,036.92 | 184,282.38 | 0 | 0 |
710 | CASH_OUT | 207,931.25 | C1945683090 | 511 | 0 | C1281580764 | 23,612.38 | 231,543.62 | 0 | 0 |
710 | PAYMENT | 26,276.64 | C182380487 | 256,466 | 230,189.36 | M588230112 | 0 | 0 | 0 | 0 |
710 | CASH_IN | 312,797.93 | C300600973 | 11,236 | 324,033.93 | C956850864 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 18,223.87 | C604198006 | 155,265 | 137,041.13 | C300172083 | 409,919.04 | 428,142.9 | 0 | 0 |
710 | PAYMENT | 26,584.51 | C1503559662 | 1,277 | 0 | M127969680 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 7,402.9 | C1090093391 | 32,299 | 24,896.1 | M2129120706 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 37,173.1 | C1420606719 | 198,152 | 160,978.9 | M1455580115 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 400,370.15 | C1522361277 | 11,319 | 0 | C8043468 | 217,024.97 | 617,395.13 | 0 | 0 |
710 | CASH_OUT | 269,104.8 | C452209909 | 54,494 | 0 | C78144269 | 68,952.19 | 338,057 | 0 | 0 |
710 | CASH_IN | 442,406.05 | C722346000 | 61,840 | 504,246.05 | C1474581066 | 334,452.51 | 0 | 0 | 0 |
710 | CASH_OUT | 361,984.27 | C1855394393 | 30,520 | 0 | C1611687228 | 0 | 361,984.27 | 0 | 0 |
710 | PAYMENT | 47,846.08 | C1594238141 | 149,815 | 101,968.92 | M1680746540 | 0 | 0 | 0 | 0 |
710 | CASH_IN | 209,378.48 | C1056606745 | 83 | 209,461.48 | C1067756888 | 101,809.11 | 0 | 0 | 0 |
710 | CASH_OUT | 182,898.47 | C1755923013 | 102,559 | 0 | C1849616906 | 5,730,554.68 | 5,913,453.15 | 0 | 0 |
710 | CASH_OUT | 90,631.91 | C107261985 | 845 | 0 | C1584091966 | 222,982.2 | 313,614.11 | 0 | 0 |
710 | CASH_IN | 177,915.44 | C320771977 | 122,604 | 300,519.44 | C1508205747 | 3,075,696.96 | 2,897,781.52 | 0 | 0 |
710 | CASH_OUT | 268,219.11 | C2044624305 | 1,924 | 0 | C1221011801 | 3,490,328.91 | 3,758,548.02 | 0 | 0 |
710 | CASH_OUT | 79,051.95 | C1539810213 | 14,770 | 0 | C1183497854 | 0 | 79,051.95 | 0 | 0 |
710 | CASH_OUT | 267,169.65 | C2013390148 | 62 | 0 | C543599134 | 598.34 | 267,767.99 | 0 | 0 |
710 | CASH_IN | 77,007.33 | C524584722 | 14,587 | 91,594.33 | C440919149 | 2,476,949.99 | 2,399,942.65 | 0 | 0 |
710 | CASH_OUT | 380,520.16 | C368919230 | 52,191 | 0 | C1916621254 | 0 | 380,520.16 | 0 | 0 |
710 | CASH_OUT | 94,532.39 | C1942028591 | 22,231 | 0 | C1541809044 | 25,955.79 | 120,488.19 | 0 | 0 |
710 | TRANSFER | 1,055,659.89 | C69067222 | 16,701 | 0 | C322381971 | 0 | 1,055,659.89 | 0 | 0 |
710 | PAYMENT | 17,753.88 | C1062902352 | 54,475 | 36,721.12 | M1087231927 | 0 | 0 | 0 | 0 |
710 | TRANSFER | 226,633.65 | C998145784 | 695,552 | 468,918.35 | C67233984 | 1,093,923.7 | 1,320,557.35 | 0 | 0 |
710 | CASH_OUT | 132,774.11 | C1342581520 | 62,121 | 0 | C393254350 | 665,760.59 | 798,534.7 | 0 | 0 |
710 | CASH_IN | 380,627.03 | C1004905306 | 50,286 | 430,913.03 | C321447709 | 0 | 0 | 0 | 0 |
710 | TRANSFER | 662,372.84 | C356232190 | 5,061 | 0 | C1090622043 | 514,549.04 | 1,176,921.88 | 0 | 0 |
710 | PAYMENT | 886.65 | C1576705567 | 103,758 | 102,871.35 | M1011179547 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 25,414.87 | C707591098 | 504,172 | 478,757.13 | M1652605274 | 0 | 0 | 0 | 0 |
710 | CASH_IN | 88,835.22 | C1795404147 | 195,265 | 284,100.22 | C1593362596 | 1,908,153.89 | 1,819,318.67 | 0 | 0 |
710 | PAYMENT | 10,557.89 | C2094088624 | 15,402 | 4,844.11 | M829260987 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 22,052.53 | C1426262493 | 5,965 | 0 | M603824679 | 0 | 0 | 0 | 0 |
710 | PAYMENT | 20,158.01 | C1431812905 | 10,109 | 0 | M146974052 | 0 | 0 | 0 | 0 |
710 | TRANSFER | 255,512.38 | C1170348096 | 11,281 | 0 | C331301897 | 0 | 255,512.38 | 0 | 0 |
710 | PAYMENT | 48,853.85 | C199259717 | 203,863 | 155,009.15 | M1669728995 | 0 | 0 | 0 | 0 |
710 | CASH_OUT | 103,029.78 | C2129820274 | 43,131 | 0 | C1589067518 | 399,934.5 | 502,964.28 | 0 | 0 |
710 | CASH_OUT | 256,531.07 | C724004340 | 98,400 | 0 | C117890249 | 539,632.79 | 796,163.86 | 0 | 0 |
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