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
2,668.38
C530522674
0
0
M934368675
0
0
0
0
8
PAYMENT
17,221.26
C1048877829
0
0
M1828648319
0
0
0
0
8
PAYMENT
16,609.5
C177652832
0
0
M934773980
0
0
0
0
8
PAYMENT
6,465.03
C762412444
0
0
M918495296
0
0
0
0
8
PAYMENT
27,192.27
C171329331
0
0
M28091341
0
0
0
0
8
PAYMENT
7,797.62
C664253433
0
0
M1751460459
0
0
0
0
8
PAYMENT
3,628.61
C1347614603
0
0
M872711303
0
0
0
0
8
PAYMENT
1,992.74
C781640069
0
0
M1877057614
0
0
0
0
8
PAYMENT
5,116.43
C684256406
0
0
M947414452
0
0
0
0
8
PAYMENT
7,032.92
C561721847
0
0
M1140463174
0
0
0
0
8
PAYMENT
7,497.39
C750386931
0
0
M1461152533
0
0
0
0
8
PAYMENT
1,067.23
C798690441
0
0
M1019246362
0
0
0
0
8
CASH_OUT
37,316.55
C1600997399
322.49
0
C518518143
49,578
137,793.14
0
0
8
TRANSFER
1,044,788.61
C860802860
0
0
C1494895909
1,362,678.43
2,674,654.28
0
0
8
PAYMENT
8,863.73
C1153856136
126,259
117,395.27
M2063705517
0
0
0
0
8
TRANSFER
1,232,002.39
C1310287658
50,736
0
C470644341
25,852
1,257,854.39
0
0
8
PAYMENT
6,030.81
C191620714
103,915
97,884.19
M2085525437
0
0
0
0
8
PAYMENT
16,175.85
C177498452
97,884.19
81,708.34
M263290651
0
0
0
0
8
CASH_IN
316,784.72
C1530761265
96,731
413,515.72
C678651991
1,177,157.62
1,449,001.49
0
0
8
CASH_OUT
78,889.66
C1397098388
36,319
0
C1355760696
340
45,842.95
0
0
8
CASH_OUT
128,164.4
C2050038369
17,204
0
C109195229
0
173,855.68
0
0
8
PAYMENT
11,390.02
C2130504603
16,034
4,643.98
M1232552045
0
0
0
0
8
PAYMENT
67.38
C711890032
68,234.27
68,166.89
M1493066062
0
0
0
0
8
PAYMENT
10,771.93
C1103624697
68,166.89
57,394.96
M843103620
0
0
0
0
8
CASH_OUT
106,833
C1825792680
837
0
C350923666
0
106,833
0
0
8
TRANSFER
1,566,408.06
C1200392813
0
0
C1913564743
0
1,782,930.45
0
0
8
PAYMENT
447.51
C964340564
0
0
M249666914
0
0
0
0
8
DEBIT
2,054.47
C2043705396
19,985
17,930.53
C972829670
120,220
122,274.47
0
0
8
PAYMENT
2,885.32
C1521244801
39,723
36,837.68
M912292491
0
0
0
0
8
PAYMENT
13,819.29
C879291304
167
0
M1308832969
0
0
0
0
8
PAYMENT
8,516.42
C1984104410
0
0
M1128435643
0
0
0
0
8
PAYMENT
3,328.48
C813963728
130,666
127,337.52
M1744230005
0
0
0
0
8
PAYMENT
669.79
C157642886
4,093
3,423.21
M1577912646
0
0
0
0
8
PAYMENT
1,836.57
C1322762702
255,069
253,232.43
M524546847
0
0
0
0
8
PAYMENT
3,187.01
C1023426865
816,180
812,992.99
M200358126
0
0
0
0
8
PAYMENT
3,616.34
C2077770223
5,478,833.48
5,475,217.14
M2072223360
0
0
0
0
8
CASH_OUT
399,745.83
C1152729352
5,475,217.14
5,075,471.31
C1218365329
1,194,110.51
1,825,304.28
0
0
8
PAYMENT
7,212.4
C1182869304
14,801
7,588.6
M2146423102
0
0
0
0
8
TRANSFER
315,981.24
C410990557
9,452
0
C40133542
0
20,180.13
0
0
8
PAYMENT
2,037.57
C1991022811
7,902
5,864.43
M970709457
0
0
0
0
8
PAYMENT
1,530.66
C951884277
20,628
19,097.34
M1495040224
0
0
0
0
8
PAYMENT
9,554.42
C1273274712
9,152.19
0
M739703972
0
0
0
0
8
CASH_OUT
179,009.5
C1891220450
0
0
C9108707
1,144,029.43
1,487,130.96
0
0
8
CASH_OUT
266,045.5
C1293893269
0
0
C1953886321
549,187.14
815,232.64
0
0
8
CASH_OUT
210,877.97
C589281295
20,528
0
C590310947
9,964
288,724.36
0
0
8
PAYMENT
420.4
C947356436
31,936
31,515.6
M86788435
0
0
0
0
8
TRANSFER
47,782.24
C829633781
21,464
0
C1970362900
1,296.45
0
0
0
8
PAYMENT
4,856.14
C1878146324
170,244
165,387.86
M1796828381
0
0
0
0
8
TRANSFER
2,434,407.95
C202954300
32,294.45
0
C1743996658
167,961
4,357,050.12
0
0
8
PAYMENT
14,229.5
C618962902
0
0
M1518345411
0
0
0
0
8
PAYMENT
3,998.57
C2053106890
0
0
M809266315
0
0
0
0
8
PAYMENT
17,620.03
C807821173
0
0
M1780104118
0
0
0
0
8
PAYMENT
14,372.72
C1864807299
0
0
M1018024664
0
0
0
0
8
PAYMENT
31,972.96
C1047719887
0
0
M84849724
0
0
0
0
8
PAYMENT
15,101.45
C1609475509
0
0
M218597250
0
0
0
0
8
PAYMENT
9,872.9
C606211450
0
0
M1425924758
0
0
0
0
8
PAYMENT
12,133.34
C2115253937
0
0
M1335788902
0
0
0
0
8
PAYMENT
9,546.16
C2070091826
0
0
M1085389978
0
0
0
0
8
PAYMENT
8,519.23
C525319043
0
0
M608282809
0
0
0
0
8
PAYMENT
228.21
C1191216779
0
0
M169387933
0
0
0
0
8
PAYMENT
6,028.34
C1751746302
0
0
M1095036714
0
0
0
0
8
PAYMENT
1,975
C45288791
0
0
M1306031827
0
0
0
0
8
PAYMENT
4,367.17
C1772242912
0
0
M268032065
0
0
0
0
8
PAYMENT
15,992.11
C356164956
0
0
M458897350
0
0
0
0
8
PAYMENT
5,042.28
C1614609930
0
0
M558242204
0
0
0
0
8
PAYMENT
3,243.86
C1628850349
0
0
M733521742
0
0
0
0
8
PAYMENT
1,418.44
C754172061
0
0
M1030268518
0
0
0
0
8
PAYMENT
8,594.56
C1860747846
0
0
M8690178
0
0
0
0
8
PAYMENT
1,744.57
C843142567
0
0
M1256361503
0
0
0
0
8
PAYMENT
13,204.76
C1647349751
29,960
16,755.24
M1187011897
0
0
0
0
8
TRANSFER
1,468,712.51
C2123678763
16,755.24
0
C1978557426
1,581,167.12
3,492,505.9
0
0
8
PAYMENT
4,622.68
C542650256
11,130
6,507.32
M1190220635
0
0
0
0
8
PAYMENT
7,341.63
C35452713
6,507.32
0
M1517412061
0
0
0
0
8
PAYMENT
7,115.1
C1001672364
70,028.59
62,913.49
M2006165770
0
0
0
0
8
CASH_OUT
276,861.31
C315866478
62,913.49
0
C1753714541
868,119.25
1,295,505.56
0
0
8
CASH_OUT
173,974.32
C1174413023
0
0
C1577744105
671,186.52
1,088,598.75
0
0
8
CASH_OUT
235,233.09
C1599662493
0
0
C1816757085
14,048,634.13
15,197,761.94
0
0
8
CASH_OUT
165,917
C896123013
0
0
C1208635528
190,062.95
355,979.95
0
0
8
CASH_OUT
401,760.34
C979248011
0
0
C1734719138
1,132,227.39
1,614,944.4
0
0
8
CASH_OUT
174,778.79
C2087593209
0
0
C1649944650
300,613
974,665.18
0
0
8
CASH_OUT
144,195.78
C1692548840
0
0
C1023714065
8,398,562.84
9,257,902.53
0
0
8
CASH_OUT
423,512.16
C527738649
0
0
C323287038
2,478,437.81
3,172,857.18
0
0
8
CASH_OUT
436,713.06
C1417518343
0
0
C611621587
4,336,721.33
6,537,120.37
0
0
8
CASH_OUT
12,014.2
C1496920733
0
0
C1916873789
805,294.76
1,210,337.54
0
0
8
CASH_OUT
178,008.49
C752439852
0
0
C820910648
963,714.25
1,342,251.58
0
0
8
CASH_OUT
33,160.1
C372204737
0
0
C1638556416
335,656.26
276,428.08
0
0
8
CASH_OUT
67,832.83
C771905190
0
0
C990662375
91,387
58,903.51
0
0
8
CASH_OUT
121,451.71
C1044329505
0
0
C1611427359
141,480.82
0
0
0
8
CASH_OUT
33,972.39
C1477528056
0
0
C1615443145
2,979,273.3
3,071,588.22
0
0
8
CASH_OUT
334,118.38
C896870231
0
0
C116956744
358,172
839,844.48
0
0
8
CASH_OUT
131,460.13
C159313977
0
0
C1227603646
332,709.92
573,844.04
0
0
8
CASH_OUT
39,854.04
C1311195915
0
0
C898219424
50,124
1,278,582.43
0
0
8
CASH_OUT
9,094.1
C481009086
0
0
C1471923369
124,662
133,756.1
0
0
8
CASH_OUT
68,359.35
C7888611
0
0
C664038638
1,022,475.48
1,377,177.2
0
0
8
CASH_OUT
131,233.1
C2130287085
0
0
C1859795678
282,742.76
1,098,236.3
0
0
8
CASH_OUT
32,038.29
C179483170
0
0
C1341257842
94,314.25
126,352.54
0
0
8
CASH_OUT
68,276.71
C1244960935
0
0
C1985136401
132,193
0
0
0
8
PAYMENT
5,111.31
C142166084
9,910
4,798.69
M989695575
0
0
0
0
8
TRANSFER
1,753,600.94
C625023112
30,916
0
C1713794884
428
2,540,957.16
0
0
8
CASH_IN
147,546.26
C1272859943
2,841
150,387.26
C880566340
419,035.1
426,729.35
0
0