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
TRANSFER
498,455.46
C1033191320
0
0
C1737856340
3,169,709.4
3,668,164.86
0
0
694
TRANSFER
472,319.97
C533373215
0
0
C2008797422
895,422.06
1,367,742.03
0
0
694
TRANSFER
624,487.61
C1317352154
0
0
C152489371
1,962,419.74
2,586,907.35
0
0
694
TRANSFER
91,437.6
C404340704
0
0
C810578632
892,420.12
983,857.71
0
0
694
TRANSFER
486,172.53
C216283780
0
0
C1355978010
3,681,706.27
4,167,878.81
0
0
694
TRANSFER
232,336.46
C1189912670
0
0
C1439008518
1,711,153.27
1,943,489.73
0
0
694
TRANSFER
20,055.2
C555239867
0
0
C1356563693
433,944.93
454,000.14
0
0
694
TRANSFER
396,851.87
C1957369031
0
0
C1390711367
1,261,910
1,658,761.88
0
0
694
TRANSFER
101,744.16
C1505112268
0
0
C1811980755
148,236.63
249,980.79
0
0
694
TRANSFER
1,055,813.5
C2063304180
0
0
C1432325906
1,056,374.61
2,112,188.11
0
0
694
TRANSFER
356,121.19
C424500865
0
0
C2106346795
1,627,319.25
1,983,440.43
0
0
694
TRANSFER
99,377.68
C896302147
0
0
C1837168836
276,072.32
375,450
0
0
694
TRANSFER
771,639.89
C1572084338
0
0
C476664236
3,625,261.62
4,396,901.51
0
0
694
TRANSFER
225,495.17
C2068246549
0
0
C828481086
529,994.13
755,489.3
0
0
694
TRANSFER
886,595.39
C143392938
0
0
C711269003
1,086,096.3
1,972,691.69
0
0
694
TRANSFER
1,146,791.72
C1582627740
0
0
C1913482155
3,253,157.18
4,399,948.9
0
0
694
TRANSFER
187,424.02
C592317870
0
0
C452680265
3,720,720.92
3,908,144.94
0
0
694
PAYMENT
15,977.88
C1866762122
25,664
9,686.12
M119886744
0
0
0
0
694
PAYMENT
7,533.78
C2127876347
184,799
177,265.22
M757371378
0
0
0
0
694
PAYMENT
13,167.49
C1712798475
201,465
188,297.51
M1258495426
0
0
0
0
694
CASH_OUT
144,950.18
C319315793
188,297.51
43,347.33
C447880608
665,716.94
810,667.12
0
0
694
CASH_IN
270,816.97
C447408067
19,442
290,258.97
C37447993
89,992.44
0
0
0
694
CASH_OUT
140,850.97
C1169840382
2,513
0
C1747905030
58,492.92
199,343.89
0
0
694
PAYMENT
21,818.51
C377794694
0
0
M1202161616
0
0
0
0
694
PAYMENT
14,050.2
C184476696
46
0
M487858193
0
0
0
0
694
PAYMENT
18,587.11
C782738357
211
0
M1430595766
0
0
0
0
694
PAYMENT
4,442.25
C686213154
31,475
27,032.75
M340681095
0
0
0
0
694
PAYMENT
11,797.99
C124244656
31,486
19,688.01
M2073778802
0
0
0
0
694
CASH_IN
85,150.42
C1705126651
19,688.01
104,838.43
C552334130
1,544,156.58
1,459,006.16
0
0
694
CASH_IN
145,327.9
C42413457
104,838.43
250,166.32
C412480498
407,080.59
261,752.69
0
0
694
CASH_IN
59,646.17
C1003265315
250,166.32
309,812.49
C1731226290
666,805.36
607,159.19
0
0
694
CASH_IN
100,921.88
C438638818
309,812.49
410,734.37
C1259271580
2,897,198.44
2,796,276.56
0
0
694
CASH_IN
166,966.71
C1847856303
410,734.37
577,701.08
C1667952122
176,152.36
9,185.65
0
0
694
CASH_IN
162,602.72
C1433685855
577,701.08
740,303.79
C1958714271
1,482,264.91
1,319,662.19
0
0
694
CASH_IN
12,707.44
C168752471
740,303.79
753,011.23
C1107677233
609,117.74
596,410.3
0
0
694
CASH_IN
85,277.28
C945688316
753,011.23
838,288.51
C622622295
4,843,745.34
4,758,468.06
0
0
694
PAYMENT
5,181.59
C1985035308
39,770
34,588.41
M19434254
0
0
0
0
694
PAYMENT
8,475.11
C2087805489
263,269
254,793.89
M881900205
0
0
0
0
694
DEBIT
11,906.71
C1272926287
20,728
8,821.29
C1823519903
2,932,962.92
2,944,869.63
0
0
694
CASH_OUT
146,268.53
C250266305
57,948
0
C46423007
0
146,268.53
0
0
694
PAYMENT
15,859.67
C2046646727
31,244
15,384.33
M1208603015
0
0
0
0
694
PAYMENT
7,974.62
C2036706785
8,083
108.38
M557946054
0
0
0
0
694
PAYMENT
13,535.16
C845271624
41,738
28,202.84
M887269482
0
0
0
0
694
CASH_IN
78,497.6
C1622938034
3,554
82,051.6
C253294157
4,503,469.42
4,272,024.29
0
0
694
CASH_OUT
15,666.07
C1307987655
5,272
0
C288330355
230,913.58
246,579.65
0
0
694
PAYMENT
14,032.6
C1907959459
9,988
0
M1354326278
0
0
0
0
694
PAYMENT
7,962.8
C1351146274
52,680
44,717.2
M804726658
0
0
0
0
694
CASH_OUT
234,914.26
C390299873
23,301
0
C998157084
591,993.06
826,907.32
0
0
694
PAYMENT
1,123.9
C208237150
40,136
39,012.1
M439281978
0
0
0
0
694
TRANSFER
206,713.11
C217257674
21,473
0
C389009873
28,924.77
235,637.88
0
0
694
PAYMENT
9,771.86
C121428797
32,356
22,584.14
M1082176006
0
0
0
0
694
PAYMENT
22,921.1
C764081173
4,969
0
M962322984
0
0
0
0
694
CASH_OUT
52,820.91
C1491022605
11,836
0
C554473559
950,033.72
1,002,854.63
0
0
694
CASH_OUT
170,395.15
C487238290
13,442
0
C87061677
0
170,395.15
0
0
694
TRANSFER
853,476.88
C1742393210
0
0
C1383831064
1,289,929.78
2,143,406.66
0
0
694
TRANSFER
566,732.93
C24521483
0
0
C1674963854
3,355,986.98
3,922,719.91
0
0
694
TRANSFER
230,974.41
C546318195
0
0
C84926142
284,822.93
515,797.34
0
0
694
TRANSFER
200,594.88
C1745242057
0
0
C2082124275
1,810,014.54
2,010,609.42
0
0
694
TRANSFER
155,699.16
C1494672556
0
0
C57255469
789,949.53
945,648.69
0
0
694
TRANSFER
148,167.11
C1762177782
0
0
C1361380551
154,705.44
302,872.56
0
0
694
PAYMENT
16,283.09
C1208134427
415
0
M316704221
0
0
0
0
694
CASH_OUT
95,350.32
C2084384937
2,539
0
C632508904
713,257.44
808,607.76
0
0
694
CASH_OUT
6,672
C1351529178
21,010
14,338
C961710062
0
6,672
0
0
694
TRANSFER
396,569.56
C218726819
308
0
C221959422
0
396,569.56
0
0
694
PAYMENT
9,330.57
C466690994
8,329
0
M243064857
0
0
0
0
694
CASH_OUT
15,689.55
C734108526
6,969
0
C1557726826
1,658,477.17
1,674,166.72
0
0
694
PAYMENT
16,310.9
C1787040556
20,719
4,408.1
M2027581821
0
0
0
0
694
PAYMENT
13,890.91
C290400855
82,053
68,162.09
M921881083
0
0
0
0
694
PAYMENT
5,400.95
C2082840954
12,958
7,557.05
M1474262554
0
0
0
0
694
CASH_OUT
265,704
C1059779364
7,557.05
0
C1685758326
1,634,607.34
1,900,311.33
0
0
694
CASH_OUT
149,870.97
C523716651
30,674
0
C476683643
459,794.86
609,665.83
0
0
694
PAYMENT
6,859.11
C1321735366
333,902
327,042.89
M1644938403
0
0
0
0
694
CASH_OUT
304,189.57
C173058069
327,042.89
22,853.32
C55276493
619,498.42
923,688
0
0
694
PAYMENT
1,020.23
C797171556
34,492
33,471.77
M560173174
0
0
0
0
694
PAYMENT
18,428.02
C493975077
19,881
1,452.98
M309228958
0
0
0
0
694
PAYMENT
17,167.4
C589815880
1,789
0
M511325306
0
0
0
0
694
PAYMENT
11,207.01
C145533390
82,703
71,495.99
M1771040704
0
0
0
0
694
PAYMENT
22,577.85
C1966503705
40,176
17,598.15
M975193121
0
0
0
0
694
CASH_IN
59,368.78
C1471113330
10,806
70,174.78
C378626196
0
0
0
0
694
PAYMENT
11,789.14
C1103654056
70,174.78
58,385.64
M125850935
0
0
0
0
694
PAYMENT
11,679.71
C1060702378
127,065
115,385.29
M326704071
0
0
0
0
694
CASH_IN
67,777.05
C299272236
16,928
84,705.05
C1122998737
3,626,184.29
3,558,407.23
0
0
694
CASH_OUT
200,076.39
C343563980
84,705.05
0
C684011852
202,025.97
402,102.36
0
0
694
CASH_OUT
28,708.5
C1676769457
10,094
0
C593187537
303,983.23
332,691.73
0
0
694
PAYMENT
23,377.47
C940433451
11,094
0
M499091694
0
0
0
0
694
CASH_OUT
9,863.87
C1542793643
79,791
69,927.13
C1137693988
133,572.7
143,436.57
0
0
694
CASH_OUT
143,397.83
C866772628
95,369
0
C815079382
6,543,565.31
6,686,963.14
0
0
694
CASH_OUT
80,475.87
C1685214322
0
0
C1680246091
184,198.22
264,674.09
0
0
694
TRANSFER
769,087.39
C99305706
25,600
0
C241987241
648,515.55
1,417,602.94
0
0
694
PAYMENT
13,223.96
C2007077261
11,661
0
M188761259
0
0
0
0
694
PAYMENT
28,655.45
C2112311413
14,411
0
M580184891
0
0
0
0
694
PAYMENT
2,222.09
C1505897245
11,506
9,283.91
M1353599378
0
0
0
0
694
CASH_OUT
304,641.11
C395169546
9,283.91
0
C1563775745
1,288,499.36
1,593,140.46
0
0
694
PAYMENT
2,920.69
C306521075
223,636
220,715.31
M1511483493
0
0
0
0
694
CASH_IN
54,600.87
C2018990188
22,284
76,884.87
C383337974
0
0
0
0
694
CASH_OUT
31,931.53
C22752755
4,094
0
C2090437799
0
31,931.53
0
0
694
PAYMENT
3,200.46
C985320592
30,162
26,961.54
M1527762914
0
0
0
0
694
PAYMENT
264.07
C433678551
49,583
49,318.93
M1094052522
0
0
0
0
694
CASH_OUT
126,054.96
C763846736
30,243
0
C1550992900
0
126,054.96
0
0
694
PAYMENT
10,179.07
C148036317
20,340
10,160.93
M1520403648
0
0
0
0