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
8
PAYMENT
1,862.39
C311428072
0
0
M938881084
0
0
0
0
8
PAYMENT
16,488.61
C2088394692
0
0
M1599741809
0
0
0
0
8
PAYMENT
5,455.33
C1304938545
0
0
M1261860453
0
0
0
0
8
PAYMENT
28,543.86
C1704756408
0
0
M1781710573
0
0
0
0
8
PAYMENT
5,569.79
C424113626
0
0
M1631239625
0
0
0
0
8
PAYMENT
2,769.9
C1610763282
0
0
M523780905
0
0
0
0
8
PAYMENT
16,996.75
C1030950065
0
0
M152255011
0
0
0
0
8
PAYMENT
15,514.73
C2072217039
0
0
M645902493
0
0
0
0
8
PAYMENT
1,240.95
C55322215
0
0
M320783887
0
0
0
0
8
PAYMENT
17,005.23
C1951695966
0
0
M796141841
0
0
0
0
8
PAYMENT
3,374.57
C1298750854
0
0
M673371290
0
0
0
0
8
PAYMENT
1,385.89
C2021966772
0
0
M1991659796
0
0
0
0
8
PAYMENT
19,871.1
C1907668777
0
0
M1334586241
0
0
0
0
8
PAYMENT
19,292.6
C290183335
0
0
M1437668715
0
0
0
0
8
PAYMENT
14,606.68
C32046347
0
0
M789978772
0
0
0
0
8
CASH_IN
243,183.24
C1624728881
10,045
253,228.24
C1136186114
473,434.13
649,428.76
0
0
8
PAYMENT
7,294.35
C1032859149
19,843
12,548.65
M2069273617
0
0
0
0
8
CASH_IN
101,020.87
C1688981329
28,783
129,803.87
C2122967975
4,393.46
0
0
0
8
CASH_IN
67,861.96
C1057935384
10,219
78,080.96
C1380698841
13,010
367,075.68
0
0
8
PAYMENT
8,160.33
C64123314
1,282,962.39
1,274,802.05
M1286329293
0
0
0
0
8
CASH_OUT
389,303.8
C1983929422
1,274,802.05
885,498.26
C644345897
800,992.18
2,783,578.28
0
0
8
CASH_OUT
67,857.82
C1065868430
38,076
0
C488624810
748,694.83
786,400.44
0
0
8
CASH_IN
170,425.13
C793277741
57,834
228,259.13
C435161028
0
0
0
0
8
CASH_IN
182,116.33
C1039138482
46,274
228,390.33
C2044792756
97,060.62
0
0
0
8
CASH_IN
127,496.7
C1236887405
24,407
151,903.7
C1189106564
124,678.67
0
0
0
8
PAYMENT
9,319.16
C1213964664
26,306
16,986.84
M618021955
0
0
0
0
8
CASH_IN
250,372.65
C1712202757
100,641
351,013.65
C1621383518
1,190,896.64
2,200,542.2
0
0
8
CASH_OUT
386,928.76
C1678681510
741
0
C1479557064
20,877
200,998.27
0
0
8
PAYMENT
3,105.67
C1900775486
439
0
M1739144712
0
0
0
0
8
CASH_OUT
282,319.85
C1888485620
10,249
0
C82311106
20,429
265,644.05
0
0
8
PAYMENT
18,356.86
C1629661397
0
0
M1283839671
0
0
0
0
8
PAYMENT
4,998.24
C1651697745
18,977
13,978.76
M311808843
0
0
0
0
8
PAYMENT
7,364.93
C1720038860
107,191
99,826.07
M72869829
0
0
0
0
8
PAYMENT
1,978.34
C1905436542
10,945
8,966.66
M1294019980
0
0
0
0
8
CASH_OUT
464,054.58
C104974897
370,926.97
0
C710987073
58,329.52
634,589.17
0
0
8
CASH_OUT
414,013.24
C1024687347
0
0
C1684776894
604,430.83
1,206,776.14
0
0
8
PAYMENT
9,524.81
C1499370872
2,220,757.82
2,211,233.01
M500670098
0
0
0
0
8
PAYMENT
16,835.44
C357556059
2,211,233.01
2,194,397.57
M865979877
0
0
0
0
8
PAYMENT
2,628.24
C516254651
77,089
74,460.76
M1070028287
0
0
0
0
8
PAYMENT
11,069.85
C1410986075
29,700
18,630.15
M154598872
0
0
0
0
8
TRANSFER
375,459.77
C1008457718
252,857.3
0
C776447774
0
125,029.28
0
0
8
PAYMENT
10,011.62
C972424487
0
0
M578204010
0
0
0
0
8
PAYMENT
3,856.2
C470831297
0
0
M2127986898
0
0
0
0
8
TRANSFER
760,747.59
C2004909330
0
0
C1106744673
0
2,808,065.67
0
0
8
PAYMENT
6,513.81
C1625976681
0
0
M2120400365
0
0
0
0
8
CASH_IN
192,048.31
C888693475
90,053
282,101.31
C159359298
14,137
0
0
0
8
CASH_OUT
191,894.44
C1088745859
42,044
0
C2049813033
1,254,902.66
3,061,250.81
0
0
8
PAYMENT
5,087.25
C1942380497
41,759
36,671.75
M413141393
0
0
0
0
8
PAYMENT
831.49
C1865977628
132
0
M146215825
0
0
0
0
8
TRANSFER
161,900.5
C1238302081
68,485
0
C440708502
89,581.15
619,259
0
0
8
CASH_IN
84,508.3
C1371183528
51,172
135,680.3
C1325349830
265
0
0
0
8
CASH_OUT
264,048.42
C2060561644
537,169.95
273,121.54
C2022767113
900,075.52
1,177,002.53
0
0
8
PAYMENT
3,725.55
C1246364604
273,121.54
269,395.99
M1951849857
0
0
0
0
8
PAYMENT
1,785.55
C1898216826
31,242
29,456.45
M115673470
0
0
0
0
8
CASH_IN
71,353.15
C480820733
8,024
79,377.15
C1004330633
132,590
61,236.85
0
0
8
CASH_OUT
197,360.57
C1590743356
48,287
0
C1562773081
0
574,760.51
0
0
8
CASH_OUT
224,619.88
C206415921
11,289
0
C941250063
17,594
242,213.88
0
0
8
TRANSFER
265,623.15
C583921215
54,563.21
0
C551505628
25,198
723,536.51
0
0
8
CASH_OUT
176,535.33
C2077485262
0
0
C583769148
639,379
708,174.37
0
0
8
CASH_OUT
6,308.34
C601006009
34,325
28,016.66
C1024818788
65,997
72,305.34
0
0
8
CASH_OUT
103,910.99
C1111467986
277,638.39
173,727.4
C1394526584
5,038,256.49
5,743,302.38
0
0
8
PAYMENT
7,576.53
C256771516
173,727.4
166,150.87
M1807685891
0
0
0
0
8
TRANSFER
2,716,664.51
C1554480282
151,013
0
C1929496638
49,896
3,036,913.78
0
0
8
CASH_OUT
61,175.23
C1662603755
151,819
90,643.77
C339099861
393,406.66
833,657.8
0
0
8
CASH_OUT
91,596.39
C478534609
356
0
C1983541759
91
0
0
0
8
PAYMENT
3,110.63
C266452547
1,346
0
M1749368969
0
0
0
0
8
PAYMENT
4,880.92
C1098568291
1,926
0
M1939063502
0
0
0
0
8
PAYMENT
457.36
C1895987545
3,781
3,323.64
M855715576
0
0
0
0
8
CASH_IN
205,354.94
C620698417
20,704
226,058.94
C1403282300
48,499.77
0
0
0
8
TRANSFER
349,036.16
C1234647250
572,009.82
222,973.66
C1335050193
56,847.02
693,142.54
0
0
8
PAYMENT
17,922.53
C733825032
222,973.66
205,051.13
M292668777
0
0
0
0
8
PAYMENT
3,697.42
C1292595941
10,940
7,242.58
M1034584638
0
0
0
0
8
TRANSFER
77,111.16
C2081841291
7,242.58
0
C1937962514
1,581,311.49
877,660.09
0
0
8
PAYMENT
4,692.53
C1674815725
1,154
0
M1968792104
0
0
0
0
8
CASH_IN
191,183.14
C470525391
2,402
193,585.14
C672302234
1,204
0
0
0
8
PAYMENT
987.81
C1398185213
117
0
M758960826
0
0
0
0
8
PAYMENT
646.09
C332053783
0
0
M1378768764
0
0
0
0
8
PAYMENT
13,264.59
C905484464
0
0
M2124035511
0
0
0
0
8
PAYMENT
9,112.41
C947785078
392
0
M415967410
0
0
0
0
8
PAYMENT
6,215.51
C1762070019
991
0
M1176480025
0
0
0
0
8
PAYMENT
9,354.94
C247601425
770,732.3
761,377.35
M1326264003
0
0
0
0
8
PAYMENT
19,583.66
C514541111
761,377.35
741,793.69
M633824154
0
0
0
0
8
PAYMENT
10,673.24
C1003744418
6,122
0
M495892013
0
0
0
0
8
CASH_OUT
383,089.53
C1506853205
29,841
0
C1790096045
30,779
238,831.64
0
0
8
PAYMENT
28,989.92
C1200988742
0
0
M1661464810
0
0
0
0
8
PAYMENT
9,640.01
C198184313
1,133,629.28
1,123,989.26
M1423294271
0
0
0
0
8
CASH_OUT
499,102.1
C1043902577
1,123,989.26
624,887.16
C1163480574
1,798,734.57
3,345,975.83
0
0
8
CASH_OUT
20,317.05
C1650755580
0
0
C921424481
212,282.08
232,599.13
0
0
8
PAYMENT
23,091.45
C1767175436
0
0
M268534622
0
0
0
0
8
CASH_IN
112,340.23
C1807815191
4,156.16
116,496.39
C256516555
0
2,688,980.81
0
0
8
PAYMENT
17,930.29
C769405940
116,496.39
98,566.1
M1668173782
0
0
0
0
8
PAYMENT
2,301.7
C2145991574
58,416
56,114.3
M475779030
0
0
0
0
8
CASH_OUT
79,575.56
C1347685434
388,285.06
308,709.5
C1981752351
0
79,575.56
0
0
8
PAYMENT
25,043.31
C1104541977
308,709.5
283,666.19
M2010533694
0
0
0
0
8
PAYMENT
328.09
C900799341
283,666.19
283,338.11
M1173681213
0
0
0
0
8
PAYMENT
11,534.85
C721932459
31,401
19,866.15
M1852691786
0
0
0
0
8
CASH_IN
272,774.19
C1404748185
0
272,774.19
C672302234
0
0
0
0
8
CASH_OUT
56,159.66
C822973135
272,774.19
216,614.53
C1421330107
531,226
488,255.73
0
0
8
CASH_OUT
268,754.11
C605724365
216,614.53
0
C372017580
4,122,268.38
5,368,433.4
0
0
8
CASH_OUT
149,198.2
C618514561
0
0
C1655743612
168,924
318,122.2
0
0