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
7
PAYMENT
2,493.37
C1476998832
319
0
M292989931
0
0
0
0
7
TRANSFER
450,239.94
C1324742957
51,232
0
C1103621993
21,059
129,998.25
0
0
7
PAYMENT
3,327.97
C1441815155
99,906
96,578.03
M1155353291
0
0
0
0
7
PAYMENT
2,804.04
C1615894600
344,614
341,809.96
M17639934
0
0
0
0
7
PAYMENT
5,575.63
C1450825838
16,156
10,580.37
M2019318648
0
0
0
0
7
PAYMENT
4,641.2
C480911075
10,580.37
5,939.17
M1946191441
0
0
0
0
7
PAYMENT
7,580.9
C1822591511
9,054
1,473.1
M1992264544
0
0
0
0
7
TRANSFER
207,748.22
C984538706
1,473.1
0
C1909597726
267,798.33
494,709.81
0
0
7
CASH_IN
219,914.8
C1248650584
62,917
282,831.8
C83827469
10,379
8,456,145.84
0
0
7
CASH_OUT
356,269.63
C845560880
10,722
0
C1869228744
321,682.38
2,528,711.98
0
0
7
PAYMENT
17,685.68
C940070295
174,285
156,599.32
M1947750538
0
0
0
0
7
CASH_OUT
80,243.86
C1509109108
11,318
0
C1213485528
18,962.38
134,678.86
0
0
7
PAYMENT
5,553.85
C1517755846
10,478
4,924.15
M539582450
0
0
0
0
7
PAYMENT
13,046.96
C377739133
12,062
0
M1457246292
0
0
0
0
7
PAYMENT
3,950.69
C882929252
30,964
27,013.31
M1587306957
0
0
0
0
7
PAYMENT
3,142.92
C1445752156
184,499
181,356.08
M1593663165
0
0
0
0
7
PAYMENT
4,862.23
C1771685960
10,274
5,411.77
M1421233855
0
0
0
0
7
PAYMENT
12,010.62
C1631948792
10,613
0
M1442393563
0
0
0
0
7
PAYMENT
8,293.44
C1912960164
5,030
0
M337645549
0
0
0
0
7
CASH_OUT
115,821.89
C1507289310
0
0
C591862575
150,531
0
0
0
7
CASH_OUT
379,642.73
C1172046282
0
0
C861720625
471,995.22
1,752,674.41
0
0
7
PAYMENT
5,140.45
C472247681
7,042
1,901.55
M149866127
0
0
0
0
7
PAYMENT
4,535.42
C1788726996
1,901.55
0
M1332367388
0
0
0
0
7
PAYMENT
375.39
C2089870741
0
0
M36998710
0
0
0
0
7
PAYMENT
5,097
C115018698
0
0
M464277949
0
0
0
0
7
PAYMENT
24,731.3
C1626059536
0
0
M1174979589
0
0
0
0
7
PAYMENT
9,581.13
C408093269
0
0
M1636538715
0
0
0
0
7
PAYMENT
18,195.66
C1556464969
0
0
M1550654008
0
0
0
0
7
PAYMENT
7,972.58
C1554840138
0
0
M1632690629
0
0
0
0
7
PAYMENT
1,424.4
C323850027
0
0
M667286432
0
0
0
0
7
PAYMENT
542.94
C469777336
0
0
M2058923828
0
0
0
0
7
PAYMENT
3,868.49
C91444127
2,713
0
M233025642
0
0
0
0
7
CASH_OUT
218,118.95
C270763925
0
0
C2093546827
249,882
43,336.92
0
0
7
PAYMENT
2,075.09
C803036074
51,318
49,242.91
M816646757
0
0
0
0
7
PAYMENT
6,881.53
C543001850
6,681
0
M751741003
0
0
0
0
7
TRANSFER
474,244.25
C1770759795
216,145
0
C952610115
210,007.87
278,135.86
0
0
7
PAYMENT
5,577.8
C825063173
113,077.69
107,499.88
M2103121798
0
0
0
0
7
PAYMENT
1,683.23
C613311638
107,499.88
105,816.65
M268625482
0
0
0
0
7
PAYMENT
1,738.36
C1254960656
49,945
48,206.64
M1871701992
0
0
0
0
7
PAYMENT
8,958.77
C947029083
168
0
M1061492137
0
0
0
0
7
PAYMENT
11,147.54
C484119039
15,033
3,885.46
M217781547
0
0
0
0
7
PAYMENT
8,022.63
C545724595
16,611
8,588.37
M939043159
0
0
0
0
7
PAYMENT
2,947.91
C1944584894
117,390
114,442.09
M661521317
0
0
0
0
7
PAYMENT
8,498.32
C1060423035
46,759
38,260.68
M1307861467
0
0
0
0
7
TRANSFER
692,863.1
C2126145321
7
0
C904383922
32,203
2,065,619.02
0
0
7
CASH_OUT
57,599.48
C698228848
0
0
C1401316767
108,024.69
2,085,232.92
0
0
7
PAYMENT
4,393.7
C806893349
144
0
M1577873988
0
0
0
0
7
PAYMENT
5,966.81
C1940047235
57,519
51,552.19
M728229415
0
0
0
0
7
PAYMENT
1,380.01
C1513573745
100,803
99,422.99
M1729399329
0
0
0
0
7
PAYMENT
9,182.58
C41928093
3,287
0
M381504811
0
0
0
0
7
PAYMENT
16,604.64
C1979827784
120
0
M889655083
0
0
0
0
7
PAYMENT
9,854.44
C1235777339
11,825
1,970.56
M889237296
0
0
0
0
7
PAYMENT
9,767.18
C1296763998
73,240
63,472.82
M1077427339
0
0
0
0
7
PAYMENT
10,653.11
C1252235800
22,338
11,684.89
M2053817683
0
0
0
0
7
PAYMENT
6,098.13
C1876299708
147,517
141,418.87
M1846262441
0
0
0
0
7
PAYMENT
5,144.23
C942579242
10,991
5,846.77
M348292129
0
0
0
0
7
TRANSFER
850,870.76
C1270272746
52,091
0
C189963646
0
1,592,418.7
0
0
7
PAYMENT
12,617.41
C2019293127
34,752
22,134.59
M885582120
0
0
0
0
7
PAYMENT
14,044.22
C883654684
11,948
0
M1232549345
0
0
0
0
7
CASH_OUT
216,725.26
C1848972999
0
0
C1149273771
483,657.79
6,347,068.5
0
0
7
PAYMENT
4,591
C499590016
6,883
2,292
M1971649348
0
0
0
0
7
CASH_OUT
146,071.73
C95162408
2,292
0
C803116137
18,188,038.57
23,768,107.88
0
0
7
CASH_OUT
285,481.29
C1130999156
0
0
C372017580
1,260,559.3
4,122,268.38
0
0
7
CASH_OUT
477,861.32
C1729514938
0
0
C1023714065
2,770,581.98
8,398,562.84
0
0
7
CASH_OUT
79,268.74
C890946759
0
0
C71555810
1,092,145.31
318,323.43
0
0
7
CASH_OUT
3,338
C1355988764
0
0
C846947180
13,519.1
314,203.37
0
0
7
CASH_OUT
500,739.74
C1583262335
0
0
C1426908073
569,228.18
0
0
0
7
CASH_OUT
53,055.01
C200296339
0
0
C98102770
259,670
77,202.51
0
0
7
CASH_OUT
141,949.9
C1747949270
0
0
C423580937
1,335,782.04
12,682,009.97
0
0
7
CASH_OUT
343,153.08
C759230096
0
0
C1347890180
604,919.69
85,026.63
0
0
7
CASH_OUT
339,281.94
C115782677
0
0
C345603257
1,615,289.32
9,917,629.77
0
0
7
CASH_OUT
319,764.6
C253998981
0
0
C1036454560
587,640.57
0
0
0
7
PAYMENT
10,781.25
C464394641
313,353
302,571.75
M833638426
0
0
0
0
7
PAYMENT
9,592.52
C38083621
330
0
M273161335
0
0
0
0
7
PAYMENT
4,146.78
C2076310910
20,749
16,602.22
M1220690588
0
0
0
0
7
TRANSFER
1,808,695.65
C1649204117
62,210
0
C349015546
201,823.48
1,784,885.44
0
0
7
CASH_OUT
515,787.54
C842520591
0
0
C1429623854
674,406
2,256,720.17
0
0
7
CASH_OUT
365,794.83
C1181346106
0
0
C1869228744
677,952.01
2,528,711.98
0
0
7
CASH_OUT
8,876.26
C484804041
0
0
C1726408169
46,391
0
0
0
7
CASH_OUT
98,525.29
C410088883
0
0
C1311325237
394,496.95
5,465,400.62
0
0
7
CASH_OUT
524,419.27
C344600850
0
0
C1406749291
644,304.03
1,357,168.27
0
0
7
CASH_OUT
214,303.97
C488848000
0
0
C1313534832
1,005,781.48
4,605,990.97
0
0
7
CASH_OUT
139,160.75
C760758048
0
0
C466505482
232,681.17
655,453.06
0
0
7
CASH_OUT
72,304.62
C1050090453
0
0
C1916720513
7,102,296.41
14,711,326.65
0
0
7
CASH_OUT
3,026.95
C2068885428
0
0
C1260434481
50,321
0
0
0
7
CASH_OUT
61,581.93
C2141416804
0
0
C1530856786
61,863
193,704.45
0
0
7
CASH_OUT
44,455.66
C326040719
0
0
C232812328
156,847
2,096,642.77
0
0
7
CASH_OUT
100,153.56
C354485380
0
0
C1389405694
656,372
1,738,350.23
0
0
7
PAYMENT
18,005.07
C1811031195
611,272.03
593,266.96
M257866956
0
0
0
0
7
PAYMENT
9,569.06
C1806738220
593,266.96
583,697.9
M1990762490
0
0
0
0
7
PAYMENT
15,573.31
C201632584
583,697.9
568,124.6
M1992744664
0
0
0
0
7
TRANSFER
309,088.03
C402762479
123
0
C1595278145
0
97,805.68
0
0
7
PAYMENT
7,448.97
C719626586
0
0
M51581349
0
0
0
0
7
PAYMENT
159.07
C1138962177
21,106
20,946.93
M1444979520
0
0
0
0
7
PAYMENT
13,700.81
C1505830575
22,121.02
8,420.22
M1111792139
0
0
0
0
7
PAYMENT
1,979.96
C411385445
8,420.22
6,440.26
M1265415318
0
0
0
0
7
PAYMENT
4,191
C457709322
22,393
18,202
M2100974250
0
0
0
0
7
TRANSFER
349,038.25
C1291664766
49,307
0
C787028959
20,924
0
0
0
7
CASH_IN
247,117.57
C1645996147
71,007
318,124.57
C1248712846
15,817
1,788,431.11
0
0
7
PAYMENT
3,128.6
C959464317
20,990
17,861.4
M372304371
0
0
0
0