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
1
PAYMENT
13,693.11
C681747431
392,271.59
378,578.48
M1059080630
0
0
0
0
1
TRANSFER
81,222.77
C280223635
180,207
98,984.23
C453211571
3,243,462.05
3,461,666.05
0
0
1
DEBIT
2,801.1
C245530164
661
0
C63387985
10,505
3,883.96
0
0
1
TRANSFER
273,951.34
C866273692
0
0
C1262822392
9,392,554.49
12,494,367.15
0
0
1
TRANSFER
490,341.11
C242408359
20,846
0
C1504109395
0
593,737.38
0
0
1
PAYMENT
226.29
C3392189
11,762
11,535.71
M503144273
0
0
0
0
1
CASH_OUT
204,691.97
C1009916891
11,535.71
0
C1068824137
564,706.83
265,092.36
0
0
1
PAYMENT
3,399.54
C612716569
40,264
36,864.46
M985487390
0
0
0
0
1
PAYMENT
261.95
C1296928719
1,803
1,541.05
M1628289406
0
0
0
0
1
PAYMENT
1,815.83
C1862674654
383,563.24
381,747.41
M1068232840
0
0
0
0
1
PAYMENT
10,287.6
C507061061
381,747.41
371,459.81
M317960117
0
0
0
0
1
DEBIT
2,633.08
C1290614253
124,905
122,271.92
C1992550266
17,146
0
0
0
1
PAYMENT
8,818.07
C740467528
56,054
47,235.93
M2077662850
0
0
0
0
1
PAYMENT
271.77
C1960253514
23,550.87
23,279.1
M1370495328
0
0
0
0
1
PAYMENT
7,017.21
C1748097277
23,279.1
16,261.9
M668760567
0
0
0
0
1
PAYMENT
16,709.74
C1803890702
26,396
9,686.26
M984567559
0
0
0
0
1
PAYMENT
2,020.04
C1556061855
9,686.26
7,666.22
M417875774
0
0
0
0
1
PAYMENT
3,601.28
C1513029997
10,621
7,019.72
M439925336
0
0
0
0
1
DEBIT
6,027.22
C986944742
277,100
271,072.78
C1286084959
2,628,937.05
2,107,778.11
0
0
1
PAYMENT
7,886.77
C1616438581
10,863
2,976.23
M1121891386
0
0
0
0
1
TRANSFER
421,520.68
C501951555
80,772
0
C2083117811
31,429.67
290,772.6
0
0
1
PAYMENT
2,444.49
C1002041276
31,454
29,009.51
M485475507
0
0
0
0
1
PAYMENT
2,786.6
C724028528
29,009.51
26,222.91
M1869247587
0
0
0
0
1
PAYMENT
2,186.58
C467313213
46,265
44,078.42
M2045913001
0
0
0
0
1
CASH_OUT
265,803.38
C1822630059
2,634,964.27
2,369,160.89
C1839337592
20,480
141,110.62
0
0
1
PAYMENT
12,363.37
C1356236848
2,369,160.89
2,356,797.53
M508760925
0
0
0
0
1
DEBIT
3,014.72
C1987354705
31,568
28,553.28
C40075281
25,407.65
28,422.37
0
0
1
TRANSFER
9,533.48
C61304908
13,056
3,522.52
C800281454
888
0
0
0
1
TRANSFER
139,555.44
C1733619456
19,466
0
C317071334
0
139,555.44
0
0
1
PAYMENT
13,525.15
C1637601612
173
0
M842957574
0
0
0
0
1
PAYMENT
5,134.7
C170106909
341
0
M1255109302
0
0
0
0
1
PAYMENT
4,881.15
C1969347346
30,241
25,359.85
M855724043
0
0
0
0
1
CASH_OUT
130,470.14
C615853374
25,359.85
0
C564160838
1,280,773.97
1,254,956.07
0
0
1
TRANSFER
722,161.86
C366916060
11,120
0
C836514715
0
708,608.07
0
0
1
PAYMENT
5,085.47
C1855734078
104,537
99,451.53
M1470420462
0
0
0
0
1
PAYMENT
4,617.63
C1526062841
61,807
57,189.37
M977650730
0
0
0
0
1
PAYMENT
3,941.6
C920446957
128
0
M1202081661
0
0
0
0
1
PAYMENT
1,471.39
C869290854
0
0
M664839586
0
0
0
0
1
PAYMENT
5,480.96
C1989332276
379,457
373,976.04
M54176060
0
0
0
0
1
PAYMENT
1,834.74
C851480926
40,061
38,226.26
M275754769
0
0
0
0
1
CASH_IN
365,914.64
C1895054149
1,314
367,228.64
C614685048
0
0
0
0
1
PAYMENT
16,472.92
C651235118
367,228.64
350,755.71
M279781579
0
0
0
0
1
PAYMENT
31,922.09
C2111247080
350,755.71
318,833.62
M740827140
0
0
0
0
1
PAYMENT
6,450.56
C36627152
2,006
0
M2080125222
0
0
0
0
1
CASH_OUT
315,325.25
C1048128739
0
0
C665576141
5,341,103.79
5,515,763.34
0
0
1
PAYMENT
2,869.11
C1404834600
116,740
113,870.89
M653345773
0
0
0
0
1
PAYMENT
2,738.86
C1008612116
12,622
9,883.14
M1266093632
0
0
0
0
1
CASH_IN
60,503.37
C2028036437
18,465
78,968.37
C1860513229
55,118.2
0
0
0
1
PAYMENT
450.55
C1420012431
12,203
11,752.45
M426288284
0
0
0
0
1
DEBIT
8,161.64
C1780399359
99,379
91,217.36
C1504109395
490,341.11
593,737.38
0
0
1
TRANSFER
40,149.38
C428245792
287,443.9
247,294.52
C1291286504
26,426.12
66,575.5
0
0
1
PAYMENT
5,829.39
C1353759820
247,294.52
241,465.13
M203472514
0
0
0
0
1
PAYMENT
9,119.89
C331748029
241,465.13
232,345.24
M1056185446
0
0
0
0
1
PAYMENT
3,854.39
C1802736936
11,049
7,194.61
M1647243882
0
0
0
0
1
PAYMENT
1,053.13
C1105090408
107,327
106,273.87
M1599566873
0
0
0
0
1
PAYMENT
7,296.95
C687501326
12,853.74
5,556.8
M1028811481
0
0
0
0
1
PAYMENT
9,114.34
C235151116
5,556.8
0
M1779914089
0
0
0
0
1
PAYMENT
18,625.28
C295055909
0
0
M1060935276
0
0
0
0
1
PAYMENT
2,134.11
C300811000
0
0
M1090695601
0
0
0
0
1
PAYMENT
3,743.03
C1638249646
0
0
M980533504
0
0
0
0
1
PAYMENT
17,457.7
C1533672820
0
0
M254955665
0
0
0
0
1
PAYMENT
1,098.78
C1132369181
0
0
M2008229299
0
0
0
0
1
PAYMENT
1,393.49
C1671816300
0
0
M2123269713
0
0
0
0
1
PAYMENT
3,466.83
C1240412896
0
0
M656349395
0
0
0
0
1
PAYMENT
12,960.72
C1809129176
0
0
M1642308093
0
0
0
0
1
PAYMENT
3,383.61
C1370224403
0
0
M246264949
0
0
0
0
1
PAYMENT
3,285.68
C1296910502
0
0
M828241083
0
0
0
0
1
PAYMENT
4,898.07
C1069584108
0
0
M1554877309
0
0
0
0
1
PAYMENT
9,642.19
C2063786038
0
0
M623131585
0
0
0
0
1
PAYMENT
1,919.77
C505968231
0
0
M779018428
0
0
0
0
1
PAYMENT
21,820.68
C1107404311
0
0
M1182758821
0
0
0
0
1
PAYMENT
18,187.81
C465152579
0
0
M1108066952
0
0
0
0
1
PAYMENT
23,069.76
C234223040
0
0
M814377348
0
0
0
0
1
PAYMENT
6,820.53
C1723278948
0
0
M2050275256
0
0
0
0
1
PAYMENT
2,635.06
C1489831627
105
0
M1005093407
0
0
0
0
1
PAYMENT
5,371.1
C1689458432
14,805
9,433.9
M996533593
0
0
0
0
1
CASH_OUT
358,124.44
C195970976
19,909
0
C1789550256
5,042,517.42
4,619,798.56
0
0
1
PAYMENT
2,645.88
C1957282992
94
0
M140428850
0
0
0
0
1
DEBIT
5,454.05
C470132045
86,214
80,759.95
C1330106945
18,590.13
24,044.18
0
0
1
PAYMENT
2,691.57
C1710191146
11,618
8,926.43
M1608103523
0
0
0
0
1
DEBIT
3,269.57
C558404860
57,324
54,054.43
C767904468
20,445
0
0
0
1
PAYMENT
3,623.4
C274100821
39,410
35,786.6
M238431319
0
0
0
0
1
PAYMENT
102.37
C474933596
43,046
42,943.63
M2042917213
0
0
0
0
1
PAYMENT
5,601.3
C1520656618
7,638
2,036.7
M1699265405
0
0
0
0
1
CASH_OUT
151,768.14
C237484673
2,036.7
0
C357863579
179,331.6
92,307.65
0
0
1
PAYMENT
2,725.19
C1412656257
14,785
12,059.81
M358019805
0
0
0
0
1
PAYMENT
1,534.54
C904208473
12,059.81
10,525.28
M103118806
0
0
0
0
1
PAYMENT
402.54
C1237144823
10,525.28
10,122.73
M1801422599
0
0
0
0
1
DEBIT
12,617.81
C1998882269
10,709
0
C1424082571
30,393
0
0
0
1
PAYMENT
3,631.87
C1511180072
13,178.14
9,546.27
M2041264753
0
0
0
0
1
CASH_OUT
333,946.96
C1851522556
9,546.27
0
C1170794006
4,921,976.75
22,190.99
0
0
1
PAYMENT
7,648.78
C1031968647
1,596
0
M1902455960
0
0
0
0
1
PAYMENT
11,679.19
C1371400311
30,414
18,734.81
M1622694817
0
0
0
0
1
PAYMENT
272.8
C1227867806
101,473
101,200.2
M292958927
0
0
0
0
1
PAYMENT
1,380.95
C800493254
32,860.06
31,479.11
M225553858
0
0
0
0
1
CASH_OUT
29,587.32
C987595204
31,479.11
1,891.79
C998351292
1,751,806.56
1,015,132.48
0
0
1
PAYMENT
1,056.64
C438123546
5,578
4,521.36
M29774113
0
0
0
0
1
PAYMENT
2,515.46
C22668134
270
0
M1474072872
0
0
0
0
1
DEBIT
6,077.94
C609389093
73,904
67,826.06
C775514090
11,082
0
0
0
1
DEBIT
8,648.45
C397318359
6,734
0
C171493374
11,010
0
0
0