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
9
PAYMENT
27,026.14
C552679824
2,429.97
0
M2071064010
0
0
0
0
9
PAYMENT
20,152.28
C1529300287
0
0
M164977732
0
0
0
0
9
PAYMENT
18,110.93
C541186391
0
0
M1420455720
0
0
0
0
9
PAYMENT
41,922.01
C902157887
0
0
M374447039
0
0
0
0
9
PAYMENT
27,345
C947151683
0
0
M1067489354
0
0
0
0
9
PAYMENT
2,815.16
C617596335
0
0
M1046032106
0
0
0
0
9
PAYMENT
8,755.13
C632044569
0
0
M519406126
0
0
0
0
9
PAYMENT
5,016.46
C1145949922
0
0
M865371903
0
0
0
0
9
PAYMENT
5,071.75
C1998338144
0
0
M1170878559
0
0
0
0
9
PAYMENT
18,195.05
C1868221658
0
0
M2020482224
0
0
0
0
9
PAYMENT
9,897.95
C1856496869
0
0
M2054912422
0
0
0
0
9
PAYMENT
14,244.16
C1140741679
0
0
M1274894716
0
0
0
0
9
PAYMENT
2,430.05
C447487018
0
0
M1002172560
0
0
0
0
9
CASH_OUT
48,311.29
C180721382
92,517
44,205.71
C434885441
391,334.71
356,192.37
0
0
9
TRANSFER
1,374,316.84
C726800507
44,205.71
0
C2133732070
1,376,553.46
2,750,870.29
0
0
9
TRANSFER
121,397.88
C1373965431
0
0
C467311030
588,570.62
0
0
0
9
TRANSFER
1,649,130.54
C893274539
0
0
C1782113663
6,002,040.86
7,662,734.75
0
0
9
TRANSFER
423,908.55
C325749580
0
0
C147647618
980,396.86
1,618,490.23
0
0
9
TRANSFER
38,437.06
C683722906
0
0
C577034657
194,457.58
232,894.63
0
0
9
TRANSFER
103,989.08
C1363144513
0
0
C262828207
396,394.63
946,278.08
0
0
9
TRANSFER
877,481.45
C369858524
0
0
C849038219
1,770,091.86
2,186,554.86
0
0
9
TRANSFER
60,486.4
C1375493818
0
0
C1200112176
72,712.97
133,199.37
0
0
9
TRANSFER
215,680.12
C2144782343
0
0
C2049813033
1,631,196.47
3,061,250.81
0
0
9
TRANSFER
183,597.49
C1371370843
0
0
C142211154
908,073.36
1,091,670.85
0
0
9
TRANSFER
1,152,062.93
C465743303
0
0
C831467165
8,605,094.93
9,420,030.97
0
0
9
TRANSFER
130,097.5
C678963595
0
0
C1023535667
1,355,337.56
1,784,905.34
0
0
9
TRANSFER
282,005.44
C1638357619
0
0
C90486891
4,091,453.38
5,407,172.77
0
0
9
TRANSFER
327,745.13
C1535835313
0
0
C1818375095
373,311.08
1,802,046.35
0
0
9
TRANSFER
467,077.28
C1428741778
0
0
C1052117080
1,335,341.34
1,830,501.41
0
0
9
TRANSFER
1,084,294.83
C1014333901
0
0
C198998678
2,140,066.43
5,424,217.14
0
0
9
PAYMENT
4,444.72
C1742348530
45,631
41,186.28
M1798911948
0
0
0
0
9
PAYMENT
36,258.72
C2021046391
287,165.32
250,906.59
M1746740573
0
0
0
0
9
PAYMENT
1,592.04
C1584809244
250,906.59
249,314.56
M2094239305
0
0
0
0
9
CASH_OUT
326,319.53
C833299620
215,161
0
C747464370
42,262.51
410,376.33
0
0
9
PAYMENT
32,284.61
C807262209
100,861
68,576.39
M1546597819
0
0
0
0
9
PAYMENT
5,741.58
C1022249393
68,576.39
62,834.81
M1409864844
0
0
0
0
9
PAYMENT
310.83
C176931804
62,834.81
62,523.99
M799849947
0
0
0
0
9
CASH_OUT
76,188.13
C1640094302
27,316
0
C2084157350
331,567
2,979,311.9
0
0
9
CASH_OUT
372,864.81
C1946148446
3,042
0
C1452646606
567,032.28
1,382,595.54
0
0
9
TRANSFER
1,756,719.09
C666789598
0
0
C1839337592
2,185,862.48
3,586,165.17
0
0
9
TRANSFER
3,018,712.42
C1840666007
0
0
C1745096940
3,612,607.6
6,746,103.64
0
0
9
TRANSFER
644,825.45
C38433109
0
0
C257761496
2,298,191.86
5,509,332.51
0
0
9
TRANSFER
38,635.49
C264917612
0
0
C713039134
460,912.46
499,547.95
0
0
9
TRANSFER
157,544.12
C1528192477
0
0
C1411134174
299,613.6
457,157.72
0
0
9
TRANSFER
1,035,289.03
C72593861
0
0
C1222590577
1,196,871.13
2,004,962.85
0
0
9
TRANSFER
415,788.9
C1438824643
0
0
C232812328
2,306,402.51
4,216,401.76
0
0
9
TRANSFER
353,637.7
C138856741
0
0
C310737318
1,293,883.72
1,177,930.41
0
0
9
TRANSFER
1,002,260.34
C1641514309
0
0
C475231857
1,790,923.17
2,954,420.87
0
0
9
TRANSFER
158,702.48
C2014563619
0
0
C1807010830
335,862.15
641,482.7
0
0
9
TRANSFER
519,556.97
C953640514
0
0
C1149273771
6,347,068.5
7,212,723.74
0
0
9
TRANSFER
270,544.13
C115777436
0
0
C1504420803
809,759.39
1,393,712.25
0
0
9
TRANSFER
110,518.81
C1539760040
0
0
C367746789
2,133,868.99
2,121,428.31
0
0
9
TRANSFER
1,824,662.48
C1029339942
51,510
0
C1106744673
983,403.19
2,808,065.67
0
0
9
CASH_OUT
293,314.14
C1052573625
21,368
0
C1584119395
162,472.73
532,416.22
0
0
9
CASH_OUT
66,953.52
C202673549
37,197
0
C146305349
2,255,754.63
3,471,737.12
0
0
9
PAYMENT
24.83
C1631725624
13,243
13,218.17
M263187581
0
0
0
0
9
CASH_IN
174,256.72
C1454873350
800,338
974,594.72
C1469293879
24,224
0
0
0
9
CASH_OUT
13,967.05
C2120682680
266
0
C1090620820
6,054
20,021.05
0
0
9
CASH_IN
40,260.37
C236255396
204,860
245,120.37
C1095666481
2,732,256.66
2,691,996.29
0
0
9
PAYMENT
37,326.4
C2124947743
933
0
M338557543
0
0
0
0
9
PAYMENT
1,995.1
C1391015574
72,376
70,380.9
M2064721335
0
0
0
0
9
PAYMENT
19,262.43
C1141785363
444,634.76
425,372.33
M1066104631
0
0
0
0
9
CASH_OUT
209,042.17
C609070038
425,372.33
216,330.16
C1246134024
337,686.26
1,268,132.69
0
0
9
CASH_OUT
276,175.6
C1443044981
216,330.16
0
C2030800545
467,470
959,958.13
0
0
9
CASH_OUT
234,829.66
C1612958077
0
0
C1346065207
260,730.22
539,686.78
0
0
9
CASH_OUT
221,997.06
C74786945
0
0
C1414763289
434,053.18
656,050.23
0
0
9
CASH_OUT
183,857.96
C1303326914
0
0
C599726537
649,077.27
832,935.24
0
0
9
CASH_OUT
409,192.82
C59867060
0
0
C2078250226
7,621,086.5
8,332,240.52
0
0
9
CASH_OUT
70,091.77
C2097620634
0
0
C1246648070
122,165
113,421.1
0
0
9
CASH_OUT
71,672.76
C1343961243
0
0
C22805895
573,962.08
226,558.96
0
0
9
CASH_OUT
54,938.33
C1678130042
0
0
C17820769
1,662,864.32
1,607,758.47
0
0
9
CASH_OUT
213,778.13
C1818395793
0
0
C99275333
1,266,806.76
2,132,912.55
0
0
9
CASH_OUT
298,405.21
C672484465
0
0
C1251600325
859,663.06
1,211,199.96
0
0
9
CASH_OUT
194,468.35
C558069256
0
0
C289045778
699,161.9
965,859.43
0
0
9
PAYMENT
5,437.75
C1959482545
10,846
5,408.25
M217383093
0
0
0
0
9
CASH_IN
62,200.1
C234988446
2,763.19
64,963.29
C1211317010
15,316.39
0
0
0
9
TRANSFER
2,739,793.97
C877160288
64,963.29
0
C1789550256
5,118,814.99
7,486,134.54
0
0
9
CASH_OUT
365,414.87
C445170564
12,452
0
C26039154
20,407
385,821.87
0
0
9
CASH_OUT
192,536.36
C1046255816
453
0
C1426908073
0
612,953.13
0
0
9
PAYMENT
14,960.71
C1027789262
17,468
2,507.29
M1254539873
0
0
0
0
9
CASH_OUT
79,446.8
C370060382
33,330
0
C1790453435
0
79,446.8
0
0
9
PAYMENT
9,097.16
C1280244879
182,545
173,447.84
M1739167849
0
0
0
0
9
CASH_IN
195,479.16
C461409079
2,042
197,521.16
C386349248
545,040.55
216,085.73
0
0
9
PAYMENT
15,912.89
C2014292037
37,559
21,646.11
M1134463311
0
0
0
0
9
PAYMENT
12,508.49
C1759460229
21,646.11
9,137.62
M2006572186
0
0
0
0
9
PAYMENT
10,892.06
C1926303660
9,137.62
0
M1169306696
0
0
0
0
9
CASH_IN
397,977.54
C1411394664
22,224
420,201.54
C323635473
0
0
0
0
9
PAYMENT
20,749.88
C1835288442
50,737
29,987.12
M397580565
0
0
0
0
9
PAYMENT
18,162.95
C1131868127
11,283
0
M383830197
0
0
0
0
9
CASH_OUT
179,000.74
C1500516996
0
0
C1476820428
509,023.32
652,221.66
0
0
9
TRANSFER
468,735.79
C1510560398
4,066
0
C924237476
11,118
699,015.98
0
0
9
CASH_OUT
372,789.15
C787826183
1,078
0
C1806793275
143
0
0
0
9
CASH_OUT
245,647.68
C1052808716
10,800
0
C738790354
42,189
287,836.68
0
0
9
PAYMENT
14,240.89
C1744652130
7,019
0
M2003887153
0
0
0
0
9
PAYMENT
19,590.27
C1940996518
20,306
715.73
M1241241898
0
0
0
0
9
PAYMENT
12,687.12
C1144017184
21,972
9,284.88
M873559291
0
0
0
0
9
TRANSFER
1,024,399.32
C1305784238
72,327
0
C673237234
50,670
1,945,901.36
0
0
9
PAYMENT
14,008.21
C1525747127
1,698
0
M470744728
0
0
0
0
9
CASH_OUT
51,913.46
C596113230
15,763
0
C1700852615
88,097.82
151,325.33
0
0
9
CASH_OUT
102,188.3
C1262916943
20,226
0
C1428874286
64,660
166,848.3
0
0