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
1,804.06
C328304663
0
0
M1884543633
0
0
0
0
8
PAYMENT
4,078.21
C1971498095
0
0
M1243132083
0
0
0
0
8
PAYMENT
802.42
C1440110807
0
0
M994019246
0
0
0
0
8
PAYMENT
10,456.41
C1539224946
0
0
M1420561310
0
0
0
0
8
PAYMENT
4,218.01
C861659452
0
0
M1956516366
0
0
0
0
8
PAYMENT
3,244.94
C1512389834
40,029
36,784.06
M1851866347
0
0
0
0
8
PAYMENT
11,322.81
C48198170
129,350
118,027.19
M114630189
0
0
0
0
8
CASH_OUT
285,797.31
C1969598801
50,127
0
C1573730841
7,308.83
293,106.14
0
0
8
CASH_IN
209,261.27
C302275954
145,511.62
354,772.89
C478793413
372,198.76
121,644.41
0
0
8
PAYMENT
18,245.73
C1806869130
354,772.89
336,527.16
M1161362855
0
0
0
0
8
PAYMENT
10,812.67
C495924072
30,915
20,102.33
M768606822
0
0
0
0
8
PAYMENT
8,261.88
C1401443236
49,785
41,523.12
M1365203383
0
0
0
0
8
PAYMENT
4,885.12
C900670599
20,536
15,650.88
M415355750
0
0
0
0
8
TRANSFER
190,315.72
C155559593
204,858
14,542.28
C1931451243
89
0
0
0
8
PAYMENT
11,022.88
C586994903
129,302
118,279.12
M1849378579
0
0
0
0
8
TRANSFER
1,428,598.48
C2029515601
1,517
0
C522632546
0
1,210,658.29
0
0
8
PAYMENT
6,632.12
C1554215432
16,576
9,943.88
M406675239
0
0
0
0
8
PAYMENT
985.29
C747274476
283
0
M1805681495
0
0
0
0
8
PAYMENT
9,619.68
C743743257
38,589
28,969.32
M1583495635
0
0
0
0
8
PAYMENT
1,215.16
C639061779
28,969.32
27,754.16
M1229114045
0
0
0
0
8
TRANSFER
1,689,513.69
C1097214171
112
0
C1469084143
342,535.47
2,003,931.21
0
0
8
CASH_IN
2,155.13
C235220357
7,319
9,474.13
C1804424410
0
0
0
0
8
PAYMENT
7,024.25
C318145665
9,474.13
2,449.88
M1295954752
0
0
0
0
8
PAYMENT
10,384.1
C1030650572
10,759
374.9
M446693857
0
0
0
0
8
PAYMENT
13,606.91
C1020550328
32,317
18,710.09
M71851217
0
0
0
0
8
CASH_IN
71,005.33
C1245638286
687
71,692.33
C1251935072
22,120.22
0
0
0
8
PAYMENT
1,527.98
C1351303457
29,931
28,403.02
M1319429652
0
0
0
0
8
PAYMENT
884.55
C147625413
230
0
M893079756
0
0
0
0
8
CASH_OUT
350,385.53
C1068735747
25,887
0
C47228838
373,605.97
711,251.54
0
0
8
TRANSFER
241,265.71
C1447970983
11,468
0
C1287328228
243,944.1
485,209.81
0
0
8
CASH_OUT
169,650.32
C985701654
2,162
0
C1610505085
11,689
304,117.77
0
0
8
CASH_IN
160,759.73
C1435633586
82,440.33
243,200.06
C2008913953
0
973,358.65
0
0
8
PAYMENT
18,898.21
C1986712454
243,200.06
224,301.85
M1380300444
0
0
0
0
8
PAYMENT
8,341.23
C1825810927
7,769
0
M700030032
0
0
0
0
8
CASH_IN
389,148.57
C166697986
217,631
606,779.57
C195600860
0
0
0
0
8
TRANSFER
733.62
C1994472181
221,985
221,251.38
C1149788645
438,091.68
79,915.4
0
0
8
PAYMENT
8,574.02
C126642455
212
0
M1655844522
0
0
0
0
8
TRANSFER
447,032.58
C399024498
565,864.46
118,831.88
C1305075214
321,038.51
519,020.08
0
0
8
PAYMENT
4,145.79
C1744898028
118,831.88
114,686.09
M211881770
0
0
0
0
8
PAYMENT
4,828.31
C2140514154
155,362
150,533.69
M755260123
0
0
0
0
8
PAYMENT
2,139.02
C1306134256
20,701
18,561.98
M1233557566
0
0
0
0
8
CASH_IN
234,381.1
C469420179
156,434.75
390,815.86
C1269336757
75,172.51
0
0
0
8
PAYMENT
27,406.8
C338135989
390,815.86
363,409.05
M165147207
0
0
0
0
8
PAYMENT
9,383.93
C1961741355
363,409.05
354,025.12
M958282869
0
0
0
0
8
CASH_OUT
211,612.15
C298611392
583
0
C97725839
0
211,612.15
0
0
8
PAYMENT
3,319.45
C666894196
11,183
7,863.55
M1034543932
0
0
0
0
8
PAYMENT
10,089.5
C1964809576
7,863.55
0
M120892281
0
0
0
0
8
CASH_OUT
114,457.5
C1604886708
30,227
0
C505528357
0
159,174.97
0
0
8
CASH_OUT
9,640.62
C770316414
11,160,377.05
11,150,736.44
C1304345230
824,911.85
834,552.47
0
0
8
PAYMENT
11,975.27
C1007429494
11,150,736.44
11,138,761.17
M507591917
0
0
0
0
8
PAYMENT
4,638.59
C83264145
152,862
148,223.41
M2032292761
0
0
0
0
8
CASH_IN
90,377.24
C617151580
28,049
118,426.24
C814886797
0
0
0
0
8
CASH_OUT
82,071.96
C871963260
8,858
0
C1956871313
0
0
0
0
8
CASH_OUT
244,088.6
C53212312
0
0
C1493513506
788,842.27
1,642,701.33
0
0
8
CASH_OUT
324,808.87
C1761530367
0
0
C9108707
340,716.54
1,144,029.43
0
0
8
CASH_OUT
366,937.68
C188213920
0
0
C897209100
3,886,456.77
5,188,807.88
0
0
8
CASH_OUT
423,701.11
C1894132544
0
0
C1933965693
1,274,020.49
2,074,668.33
0
0
8
CASH_OUT
230,253.27
C741711600
0
0
C683605346
1,179,318.59
1,371,546.23
0
0
8
CASH_OUT
55,455.66
C853197728
0
0
C727209127
233,080.83
4,925,944.55
0
0
8
CASH_OUT
233,066.73
C109862321
0
0
C669419693
1,780,910.65
4,692,432.3
0
0
8
CASH_OUT
186,120.83
C1198643723
0
0
C559485820
241,267.46
53,725.77
0
0
8
CASH_IN
274,733.71
C1194532363
0
274,733.71
C1774531247
26,609.17
0
0
0
8
CASH_OUT
450,714.6
C596644494
274,733.71
0
C717951588
795,378.31
989,801.23
0
0
8
CASH_OUT
303,728.36
C1192600216
0
0
C386312539
3,642,604.59
4,173,293.65
0
0
8
CASH_OUT
155,904.18
C251501043
53,018
0
C588779235
24,930
171,647.35
0
0
8
CASH_OUT
296,136.33
C1373703521
0
0
C503195940
318,193.62
614,329.95
0
0
8
PAYMENT
8,583.7
C1917215153
0
0
M405609475
0
0
0
0
8
TRANSFER
709,511.69
C2055027956
59,958
0
C388286025
0
570,577.73
0
0
8
CASH_OUT
339,684.1
C598650079
8,417.12
0
C388583042
0
0
0
0
8
CASH_IN
165,826.92
C1646533362
0
165,826.92
C341156724
309,437.98
285,438.93
0
0
8
CASH_IN
201,191.36
C303685553
165,826.92
367,018.28
C701279123
375,290.29
0
0
0
8
CASH_IN
236,640.02
C26266522
367,018.28
603,658.3
C1256728724
281,194.85
82,971.16
0
0
8
CASH_IN
262,261.74
C1468942115
603,658.3
865,920.04
C619068319
375,283.8
225,745.92
0
0
8
CASH_IN
39,821.33
C356463786
865,920.04
905,741.37
C1590550415
21,894,336.51
21,939,087.4
0
0
8
PAYMENT
2,726.42
C1233618411
2,368,376.05
2,365,649.63
M1313626970
0
0
0
0
8
PAYMENT
4,155.82
C1809758959
2,365,649.63
2,361,493.82
M128469338
0
0
0
0
8
PAYMENT
8,795.51
C1920281753
109,969
101,173.49
M1590636294
0
0
0
0
8
DEBIT
2,380.27
C1079574514
11,926
9,545.73
C1575114306
304,816.51
307,196.78
0
0
8
PAYMENT
9,242.88
C92245050
55,589
46,346.12
M1580558824
0
0
0
0
8
TRANSFER
799,593.56
C2032523831
121,476
0
C1060041730
15,608,548.36
16,532,032.16
0
0
8
CASH_IN
26,571.86
C2114264462
20,205
46,776.86
C343534938
1,346,477.53
1,048,017.45
0
0
8
PAYMENT
7,645.42
C123879464
46,776.86
39,131.44
M1919746821
0
0
0
0
8
PAYMENT
1,523.43
C634293021
149,809
148,285.57
M1945180999
0
0
0
0
8
CASH_OUT
12,730.42
C1711765009
29,801
17,070.58
C1049228732
31,082.53
43,812.95
0
0
8
CASH_OUT
164,612.13
C2095592703
39,952
0
C866710867
111,818.78
166,801.21
0
0
8
PAYMENT
8,959.1
C766496284
18,141.15
9,182.05
M1451217869
0
0
0
0
8
CASH_IN
42,050.93
C185962733
9,182.05
51,232.99
C404775810
184,338.77
142,287.84
0
0
8
CASH_IN
250,138.58
C912720572
51,232.99
301,371.56
C1851668139
1,326,286.4
1,131,534.35
0
0
8
CASH_IN
64,334.12
C1701569858
301,371.56
365,705.68
C2067546399
266,607.92
1,318,005.5
0
0
8
CASH_IN
235,486.07
C1294119833
365,705.68
601,191.75
C2018975718
324,805.4
404,128
0
0
8
CASH_IN
33,033.7
C1788330024
601,191.75
634,225.45
C564160838
119,499.54
246,050.32
0
0
8
CASH_IN
36,027.3
C1684753700
634,225.45
670,252.75
C653593128
38,416.28
2,388.99
0
0
8
CASH_IN
158,798.34
C1578169630
670,252.75
829,051.09
C63387985
368,263.45
209,465.11
0
0
8
CASH_IN
346,933.6
C108411710
829,051.09
1,175,984.69
C1909597726
686,158.34
494,709.81
0
0
8
CASH_IN
142,221.83
C1387543896
1,175,984.69
1,318,206.52
C1060041730
16,408,141.91
16,532,032.16
0
0
8
CASH_IN
175,722.73
C1820870727
1,318,206.52
1,493,929.25
C1834186423
728,287.41
195,248.73
0
0
8
CASH_IN
188,239.44
C904521933
1,493,929.25
1,682,168.68
C1918034924
1,651,020.31
1,096,437.03
0
0
8
CASH_IN
76,765.81
C40995461
1,682,168.68
1,758,934.49
C256902273
347,716.77
468,727.5
0
0
8
CASH_IN
196,658.39
C1901865326
1,758,934.49
1,955,592.89
C929266212
429,592.82
495,014.38
0
0
8
CASH_IN
238,348.76
C1597545842
1,955,592.89
2,193,941.64
C1197606915
989,371.26
681,876.36
0
0