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
694
CASH_OUT
194,711.41
C1857392511
0
0
C219265647
215,046.5
409,757.9
0
0
694
CASH_OUT
386,304.08
C712726159
0
0
C1535555590
433,556.42
819,860.5
0
0
694
CASH_OUT
61,078.65
C201819722
0
0
C382786055
111,089.71
172,168.36
0
0
694
CASH_OUT
43,645.73
C174510615
0
0
C485819880
65,962.36
109,608.09
0
0
694
TRANSFER
251,841.01
C1214933587
15,789
0
C2076911051
10,659.92
262,500.93
0
0
694
CASH_OUT
3,801.58
C953520895
11,687
7,885.42
C671519544
16,124.93
19,926.5
0
0
694
TRANSFER
144,556.23
C139486841
90,382
0
C772780747
0
144,556.23
0
0
694
PAYMENT
7,183.84
C882572046
627
0
M792278844
0
0
0
0
694
CASH_IN
56,980.7
C997132878
3,541
60,521.7
C383896390
352,857.63
295,876.94
0
0
694
PAYMENT
6,798.7
C814207220
148
0
M1395007329
0
0
0
0
694
TRANSFER
658,742.6
C901796590
0
0
C1233573092
2,253,025.14
2,911,767.74
0
0
694
PAYMENT
9,170.64
C1983775586
23,677
14,506.36
M2016443681
0
0
0
0
694
PAYMENT
17,969.1
C453949521
10,207
0
M753852156
0
0
0
0
694
CASH_OUT
117,060.15
C709750032
49,966
0
C1501081934
126,976.06
244,036.21
0
0
694
PAYMENT
8,293.12
C1366250509
29,156
20,862.88
M1062052417
0
0
0
0
694
PAYMENT
9,056.13
C1695453802
160,648
151,591.87
M552519350
0
0
0
0
694
TRANSFER
71,729.96
C185217434
71,729.96
0
C1355260176
0
0
1
0
694
CASH_OUT
71,729.96
C1502070032
71,729.96
0
C2082391847
604,151.3
675,881.26
1
0
694
PAYMENT
5,747.93
C1217102216
203,989
198,241.07
M503719257
0
0
0
0
694
PAYMENT
14,800.51
C1155154402
10,860
0
M596812588
0
0
0
0
694
CASH_OUT
157,430.22
C922874135
0
0
C612340113
1,396,724.64
1,554,154.86
0
0
694
CASH_OUT
120,534.18
C402794051
0
0
C954387381
676,749.91
797,284.09
0
0
694
PAYMENT
1,092.66
C239186416
127,886
126,793.34
M956102871
0
0
0
0
694
PAYMENT
12,766.47
C13451158
11,187
0
M158605810
0
0
0
0
694
PAYMENT
22,758.32
C179953437
0
0
M1432134877
0
0
0
0
694
PAYMENT
5,306.93
C1015283823
0
0
M341298620
0
0
0
0
694
DEBIT
3,625.9
C1355983132
1,194
0
C1445536563
1,128,888.53
1,132,514.43
0
0
694
PAYMENT
11,120.48
C1620612503
2,955
0
M2080597651
0
0
0
0
694
PAYMENT
45,788.02
C1444118146
0
0
M323790613
0
0
0
0
694
CASH_OUT
80,108.09
C937209030
212
0
C24222902
4,710.22
84,818.31
0
0
694
CASH_OUT
104,100.72
C1351377744
40,383
0
C600259442
125,175.46
229,276.19
0
0
694
CASH_IN
205,778.71
C497475757
6,118
211,896.71
C1625163584
490,957.98
285,179.27
0
0
694
CASH_OUT
120,486.01
C1797556227
211,896.71
91,410.7
C1128542125
391,912.92
512,398.92
0
0
694
CASH_IN
154,277.75
C961323837
229
154,506.75
C1737835981
158,838.57
4,560.82
0
0
694
CASH_IN
50,804.79
C183091623
22,029
72,833.79
C1313348611
174,410.76
123,605.97
0
0
694
PAYMENT
2,898.6
C551615455
72,833.79
69,935.2
M1875577680
0
0
0
0
694
PAYMENT
3,443.61
C859969759
120,158
116,714.39
M2002916329
0
0
0
0
694
PAYMENT
21,627.47
C1350246617
116,714.39
95,086.93
M1742549005
0
0
0
0
694
PAYMENT
5,758.36
C1157257417
47,059
41,300.64
M593553124
0
0
0
0
694
PAYMENT
1,815.09
C714368953
1,350
0
M608659390
0
0
0
0
694
PAYMENT
16,904.22
C846028783
18,937
2,032.78
M379508864
0
0
0
0
694
PAYMENT
11,028.94
C532601925
12,275
1,246.06
M5972635
0
0
0
0
694
PAYMENT
9,702.78
C1477547864
497,130
487,427.22
M950734338
0
0
0
0
694
PAYMENT
16,894.81
C1369350566
30,879
13,984.19
M134749940
0
0
0
0
694
PAYMENT
2,640.98
C1559753722
32,084
29,443.02
M1011625336
0
0
0
0
694
CASH_IN
44,929.59
C410728646
79,023
123,952.59
C1461777952
0
0
0
0
694
PAYMENT
36,920.74
C1347189379
123,952.59
87,031.84
M860302163
0
0
0
0
694
CASH_OUT
113,844.38
C1857943470
21,168
0
C1744933098
50,041.63
163,886.01
0
0
694
PAYMENT
34,571.28
C801198007
0
0
M485138606
0
0
0
0
694
PAYMENT
8,109.43
C377294291
0
0
M402430005
0
0
0
0
694
PAYMENT
6,276.61
C853922186
0
0
M2068052136
0
0
0
0
694
PAYMENT
15,557.27
C86925702
0
0
M1994423334
0
0
0
0
694
PAYMENT
12,463.78
C1779800817
0
0
M242727331
0
0
0
0
694
PAYMENT
7,911.43
C2024000442
0
0
M232233412
0
0
0
0
694
PAYMENT
7,412.23
C1263753373
0
0
M2019187445
0
0
0
0
694
PAYMENT
768.32
C507687007
0
0
M795476970
0
0
0
0
694
PAYMENT
17,530.65
C2125213994
0
0
M1418416632
0
0
0
0
694
PAYMENT
1,272.62
C1606472574
0
0
M541781567
0
0
0
0
694
CASH_IN
1,739.05
C1072737917
242
1,981.05
C699001060
0
0
0
0
694
CASH_IN
194,630.41
C838479082
50,937
245,567.41
C643485649
1,106,755.05
912,124.64
0
0
694
PAYMENT
9,033.57
C1752711816
86,332
77,298.43
M523526830
0
0
0
0
694
PAYMENT
16,018.25
C630039667
77,298.43
61,280.18
M1164984660
0
0
0
0
694
PAYMENT
8,899.54
C1874208624
61,280.18
52,380.64
M1395329338
0
0
0
0
694
PAYMENT
10,528.92
C466456848
558
0
M1550846428
0
0
0
0
694
PAYMENT
15,012.56
C44251269
0
0
M164270898
0
0
0
0
694
PAYMENT
16,515.49
C2130236938
109,269
92,753.51
M580525792
0
0
0
0
694
CASH_OUT
210,390.89
C963018022
92,753.51
0
C1848962139
2,588,283.42
2,798,674.31
0
0
694
CASH_OUT
104,232.41
C1692936763
14,466
0
C1988272526
0
104,232.41
0
0
694
PAYMENT
24,704.07
C1553528874
0
0
M780636231
0
0
0
0
694
PAYMENT
8,613.26
C604129276
50,786
42,172.74
M18749621
0
0
0
0
694
PAYMENT
19,612.98
C442296596
42,172.74
22,559.76
M147539888
0
0
0
0
694
PAYMENT
7,244.23
C1044434162
2,085
0
M1332387903
0
0
0
0
694
CASH_OUT
7,320.87
C847504527
279
0
C1760705527
0
7,320.87
0
0
694
PAYMENT
3,955.79
C1621611432
126,435
122,479.21
M1488499730
0
0
0
0
694
TRANSFER
779,943.77
C1112120418
102,165
0
C690679648
985,959.77
1,765,903.53
0
0
694
PAYMENT
5,226.27
C1875095352
35,266
30,039.73
M824642555
0
0
0
0
694
PAYMENT
2,332.93
C740434409
106,294
103,961.07
M579211907
0
0
0
0
694
CASH_IN
58,697.71
C1347343236
255,614
314,311.71
C956377800
0
0
0
0
694
PAYMENT
7,929.79
C1505714853
37,914
29,984.21
M1680813330
0
0
0
0
694
CASH_OUT
175,378.75
C1991190814
9,919
0
C1675496905
532,187.82
707,566.57
0
0
694
PAYMENT
16,719.83
C1356531388
512,674
495,954.17
M1926495304
0
0
0
0
694
CASH_OUT
27,746.28
C1862863037
31,848
4,101.72
C1697866401
4,218,123.93
4,245,870.21
0
0
694
PAYMENT
13,832.81
C1625369499
144,000
130,167.19
M1745305565
0
0
0
0
694
TRANSFER
404,914.89
C98283305
132,784
0
C1196630407
0
404,914.89
0
0
694
PAYMENT
10,550.14
C573572047
4,389
0
M1264867809
0
0
0
0
694
CASH_OUT
40,467.63
C441220743
0
0
C1114210694
729,784.89
770,252.52
0
0
694
PAYMENT
4,570.45
C1110845440
156,559
151,988.55
M1614444018
0
0
0
0
694
PAYMENT
21,597.07
C167281477
5,118
0
M1891204283
0
0
0
0
694
TRANSFER
910,070.91
C54279300
56,385
0
C1509811676
22,059.94
932,130.85
0
0
694
PAYMENT
3,187.61
C807030004
52,741
49,553.39
M2100630297
0
0
0
0
694
PAYMENT
2,832.24
C1179837600
49,553.39
46,721.15
M610806002
0
0
0
0
694
PAYMENT
13,537.76
C1182248295
46,721.15
33,183.39
M319800171
0
0
0
0
694
PAYMENT
25,680.15
C1118392910
1,732
0
M660856145
0
0
0
0
694
TRANSFER
547,415.47
C1543786575
60,393
0
C474905998
0
547,415.47
0
0
694
PAYMENT
5,930.25
C830329919
915,626
909,695.75
M969853820
0
0
0
0
694
PAYMENT
2,201.41
C8257601
50,663
48,461.59
M2122759721
0
0
0
0
694
PAYMENT
3,675.59
C562385386
26,818
23,142.41
M1860168589
0
0
0
0
694
PAYMENT
11,026.09
C517177887
10,930
0
M1433341978
0
0
0
0
694
PAYMENT
20,302.78
C1584271708
8,003
0
M1341921951
0
0
0
0
694
CASH_IN
258,555.93
C1295886853
14,901
273,456.93
C1088323212
357,676.49
99,120.56
0
0