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
6,426.77
C2122749535
654,641.84
648,215.08
M1568790852
0
0
0
0
8
TRANSFER
392,897.64
C1916329782
648,215.08
255,317.44
C1981839580
875,416.34
1,638,092.07
0
0
8
TRANSFER
543,874.62
C1114901942
255,317.44
0
C1948471365
4,858,457.07
5,516,663.89
0
0
8
PAYMENT
11,663.18
C134893513
37,357
25,693.82
M1536355445
0
0
0
0
8
TRANSFER
1,127,999.34
C1869039966
25,693.82
0
C1870237274
1,180,032.06
6,156,824.17
0
0
8
TRANSFER
1,298,750
C219996345
0
0
C448155494
1,451,241.25
3,757,978.04
0
0
8
PAYMENT
3,960.86
C1471320788
52,775
48,814.14
M462372115
0
0
0
0
8
CASH_OUT
236,373.34
C1324853893
902,210.3
665,836.95
C895798008
766,230.73
669,965.4
0
0
8
PAYMENT
16,753.06
C604279498
665,836.95
649,083.89
M1734578348
0
0
0
0
8
CASH_OUT
182,374.83
C90590966
93,193.7
0
C1846530780
0
85,649.96
0
0
8
PAYMENT
28,428.69
C1983283037
0
0
M1982079379
0
0
0
0
8
CASH_IN
103,496.05
C221849867
39,700.9
143,196.95
C899358551
1,025
438,546.81
0
0
8
TRANSFER
1,215,859.35
C983549860
143,196.95
0
C1320515149
2,027,188.76
5,038,549.2
0
0
8
PAYMENT
11,631.22
C2140572477
42,212
30,580.78
M677975525
0
0
0
0
8
CASH_IN
392,824.06
C1826357394
16,315
409,139.06
C2019043622
0
0
0
0
8
CASH_OUT
68,757.83
C674908234
409,139.06
340,381.23
C1557753656
91,088.65
100,080.61
0
0
8
PAYMENT
2,941.87
C1665065235
537
0
M51906220
0
0
0
0
8
CASH_OUT
103,565.34
C256659149
38,904
0
C1756674523
99,466
203,031.34
0
0
8
PAYMENT
2,854.18
C1976450934
5,039
2,184.82
M1642888869
0
0
0
0
8
PAYMENT
4,769.67
C570571090
15,542
10,772.33
M1339372025
0
0
0
0
8
CASH_OUT
259,716.02
C1273266938
21,338
0
C14576684
19,698
919,697.4
0
0
8
PAYMENT
2,667.85
C1241498741
31,886
29,218.15
M2055515313
0
0
0
0
8
CASH_OUT
101,509.28
C473436385
18,207.73
0
C1963658928
51,978
680,371.49
0
0
8
PAYMENT
7,785.09
C1940173518
0
0
M1154419875
0
0
0
0
8
PAYMENT
26,564.47
C468832687
0
0
M1200780584
0
0
0
0
8
PAYMENT
20,781.4
C301374934
0
0
M769667423
0
0
0
0
8
PAYMENT
8,576.11
C940171749
0
0
M1818687737
0
0
0
0
8
PAYMENT
43,539.38
C1230753934
0
0
M1696426547
0
0
0
0
8
PAYMENT
19,960.11
C317503932
0
0
M1234577960
0
0
0
0
8
PAYMENT
6,285.19
C1583238196
0
0
M1344071998
0
0
0
0
8
PAYMENT
9,201.92
C659196888
0
0
M1609904755
0
0
0
0
8
PAYMENT
16,744.86
C1944517205
0
0
M1149544462
0
0
0
0
8
PAYMENT
15,698.7
C929296141
0
0
M1098065208
0
0
0
0
8
PAYMENT
5,131.6
C92490513
0
0
M1688618871
0
0
0
0
8
PAYMENT
9,079.08
C1284888425
0
0
M337076518
0
0
0
0
8
PAYMENT
3,586.43
C190016374
48,113
44,526.57
M1570244756
0
0
0
0
8
PAYMENT
16,805.56
C1062515409
44,526.57
27,721
M275114572
0
0
0
0
8
CASH_IN
33,681.17
C16591853
1,211
34,892.17
C1042860192
28,637
0
0
0
8
PAYMENT
1,112.85
C498884558
0
0
M124040338
0
0
0
0
8
PAYMENT
9,862.92
C954997176
0
0
M1369964299
0
0
0
0
8
CASH_IN
462,311.06
C781879518
103,868.76
566,179.83
C1756732975
0
0
0
0
8
CASH_OUT
231,891.83
C217610683
566,179.83
334,288
C569022831
1,855,861.02
2,182,623.14
0
0
8
PAYMENT
4,410.55
C1417773125
0
0
M976253561
0
0
0
0
8
CASH_OUT
125,151.9
C1083621785
0
0
C1479450980
1,708,305.51
4,247,234.59
0
0
8
PAYMENT
844.02
C258755985
329,601
328,756.98
M1471637393
0
0
0
0
8
PAYMENT
13,791.96
C1848472740
25,424
11,632.04
M415361777
0
0
0
0
8
PAYMENT
7,621.77
C1974217917
31,339
23,717.23
M432752246
0
0
0
0
8
TRANSFER
1,386,024.47
C474384831
20,470
0
C108034745
0
1,087,434
0
0
8
CASH_IN
291,740.05
C197619364
1,964,434.31
2,256,174.36
C2132084369
842.83
0
0
0
8
TRANSFER
419,210.17
C521826981
2,256,174.36
1,836,964.18
C1982422889
622,970
2,365,852.53
0
0
8
TRANSFER
1,954,359.42
C1545695174
1,836,964.18
0
C193625667
2,526,131
4,480,490.42
0
0
8
TRANSFER
187,916.52
C1954684556
0
0
C803116137
23,768,107.88
29,246,489.27
0
0
8
TRANSFER
399,695.73
C1149304054
0
0
C1245442940
608,336.53
1,008,032.26
0
0
8
TRANSFER
1,492,123.04
C138617241
0
0
C1671386208
6,755,513.96
0
0
0
8
TRANSFER
737,202.5
C1598758920
0
0
C1552859894
3,407,148.86
10,269,973.47
0
0
8
TRANSFER
1,131,741.28
C1004086035
0
0
C1754722089
6,567,544.71
8,874,572.9
0
0
8
TRANSFER
118,783.45
C2029854674
0
0
C1506782127
165,445.66
4,154,131.22
0
0
8
TRANSFER
601,139.2
C1772332733
0
0
C515132998
4,496,527.93
5,990,254.6
0
0
8
TRANSFER
1,434,120.83
C1877905633
0
0
C151400576
2,025,580.14
3,838,639.66
0
0
8
TRANSFER
471,159.08
C492697524
0
0
C1651945012
2,774,218.24
6,376,726.23
0
0
8
TRANSFER
706,118.09
C223242306
0
0
C830831744
2,838,892.83
3,816,549.15
0
0
8
TRANSFER
815,814.44
C2032967960
0
0
C2145961947
3,371,442.31
5,207,474.78
0
0
8
TRANSFER
174,792.4
C1658740548
0
0
C796028148
1,104,485.53
3,540,513.22
0
0
8
TRANSFER
499,617.88
C273478908
0
0
C1219369531
8,551,002.38
9,652,824.29
0
0
8
TRANSFER
288,238.07
C1857983183
0
0
C2072302823
573,906.18
1,678,192.82
0
0
8
TRANSFER
111,776.15
C1921440353
129
0
C522696444
1,013,273.39
758,795.46
0
0
8
TRANSFER
1,302,908.48
C1655869194
106,441
0
C51754444
10,588
1,313,496.48
0
0
8
CASH_OUT
88,030.06
C363756724
99,992
11,961.94
C476800120
1,595,598.78
2,312,841.77
0
0
8
TRANSFER
564,144.84
C253537316
254
0
C339099861
269,512.96
833,657.8
0
0
8
PAYMENT
17,285.56
C1259154036
204,915
187,629.44
M1026635456
0
0
0
0
8
PAYMENT
19,482.61
C1536996878
4,040,137.71
4,020,655.1
M822824149
0
0
0
0
8
PAYMENT
2,832.82
C326602250
4,020,655.1
4,017,822.28
M667168146
0
0
0
0
8
PAYMENT
1,149.53
C425120674
33,365
32,215.47
M1926257081
0
0
0
0
8
PAYMENT
3,204.58
C1576574519
32,927
29,722.42
M1540788391
0
0
0
0
8
PAYMENT
6,880.41
C1957860284
1,685
0
M81723650
0
0
0
0
8
PAYMENT
10,734.42
C500121224
30,162
19,427.58
M1920194110
0
0
0
0
8
TRANSFER
256,659.17
C305956031
58,589
0
C1882485538
0
353,482.41
0
0
8
CASH_OUT
293,973.32
C1855406315
22,266.06
0
C968014155
260,951
554,924.32
0
0
8
CASH_OUT
215,970.42
C172493007
0
0
C1681202502
1,208,981.77
1,868,514.02
0
0
8
DEBIT
133.54
C1718025630
224,628
224,494.46
C1481637576
59,434.56
59,568.1
0
0
8
CASH_OUT
426,604.31
C277451921
7,646
0
C343069183
23,900
0
0
0
8
TRANSFER
1,799,528.72
C1154289267
515,853.18
0
C958956183
10,763
2,293,264.99
0
0
8
CASH_OUT
236,146.98
C235501653
0
0
C1413055366
4,023,834.75
4,997,975.32
0
0
8
CASH_OUT
153,455.51
C1607659015
499,861.81
346,406.29
C193826743
0
303,758.07
0
0
8
PAYMENT
9,387.9
C52675696
346,406.29
337,018.39
M800189681
0
0
0
0
8
PAYMENT
2,991.01
C1790964354
337,018.39
334,027.38
M576035588
0
0
0
0
8
PAYMENT
13,722.99
C1061735290
334,027.38
320,304.39
M524185094
0
0
0
0
8
PAYMENT
1,798.22
C167814273
320,304.39
318,506.17
M75731838
0
0
0
0
8
PAYMENT
23,904.72
C2104073103
318,506.17
294,601.45
M298554490
0
0
0
0
8
PAYMENT
3,795.73
C518004334
294,601.45
290,805.72
M115369647
0
0
0
0
8
PAYMENT
20,377.53
C937701407
290,805.72
270,428.19
M2059471581
0
0
0
0
8
PAYMENT
864.7
C1691117701
270,428.19
269,563.49
M1629274029
0
0
0
0
8
PAYMENT
9,863.57
C2012090201
269,563.49
259,699.92
M93025435
0
0
0
0
8
PAYMENT
21,089.3
C42249455
259,699.92
238,610.61
M107059909
0
0
0
0
8
PAYMENT
1,249.8
C32688535
238,610.61
237,360.81
M1594051230
0
0
0
0
8
PAYMENT
8,039.55
C2026333765
237,360.81
229,321.26
M1920629802
0
0
0
0
8
PAYMENT
4,494.89
C1699982723
229,321.26
224,826.37
M549538829
0
0
0
0
8
PAYMENT
2,892.38
C1677189918
224,826.37
221,933.99
M1112365158
0
0
0
0
8
PAYMENT
8,150.7
C982178329
221,933.99
213,783.29
M276908129
0
0
0
0
8
PAYMENT
3,783.65
C1286780540
213,783.29
209,999.64
M1679051236
0
0
0
0