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
691
CASH_OUT
85,794.4
C1123144017
118,824.17
33,029.77
C282256407
323,134.46
408,928.86
0
0
691
CASH_OUT
77,662.51
C486868440
33,029.77
0
C469919693
468,319.93
545,982.44
0
0
691
TRANSFER
488,118.12
C1743980928
22,224
0
C1082338553
14,748.56
502,866.68
0
0
691
CASH_OUT
135,183.16
C1960077236
39,520
0
C1793499845
0
135,183.16
0
0
691
CASH_OUT
24,792.33
C954424102
2,274
0
C1134775872
0
24,792.33
0
0
691
TRANSFER
72,668.42
C234725927
0
0
C928555178
1,473,010.9
1,545,679.32
0
0
691
TRANSFER
365,672.81
C1924990225
0
0
C1525505832
717,072.19
1,082,745
0
0
691
TRANSFER
40,353.29
C620963125
0
0
C37369576
670,947.6
711,300.88
0
0
691
TRANSFER
193,860.36
C127627480
0
0
C2003309412
3,639,988.6
3,833,848.96
0
0
691
TRANSFER
8,637.39
C1729566358
0
0
C115178814
1,765,201.68
1,773,839.07
0
0
691
TRANSFER
25,360.05
C2098729704
0
0
C422823629
237,807
263,167.04
0
0
691
TRANSFER
416,838.7
C1091484403
0
0
C1930567660
25,844,657.63
26,261,496.33
0
0
691
TRANSFER
192,461.34
C491724730
0
0
C2023824630
561,124.22
753,585.57
0
0
691
TRANSFER
207,977.21
C1119033635
0
0
C294718521
1,668,909.69
1,876,886.9
0
0
691
TRANSFER
59,816.99
C2139213007
0
0
C2074168175
719,580.26
779,397.24
0
0
691
TRANSFER
391,967.33
C1265379566
0
0
C940152529
1,162,797.05
1,554,764.39
0
0
691
TRANSFER
970,731.03
C784026870
0
0
C1748572830
2,040,668.98
3,011,400.01
0
0
691
TRANSFER
419,655.89
C1947935235
0
0
C1150974456
1,795,334.35
2,214,990.23
0
0
691
TRANSFER
210,939.03
C84770811
0
0
C1565259459
378,449.91
589,388.94
0
0
691
CASH_IN
11,838.31
C797711596
502,195
514,033.31
C1547951496
0
0
0
0
691
PAYMENT
12,715.42
C1529100567
514,033.31
501,317.89
M1988232010
0
0
0
0
691
CASH_OUT
253,980.23
C413026502
81,581
0
C2135706180
403,706.4
657,686.63
0
0
691
CASH_IN
68,269.74
C1471831109
15,537
83,806.74
C106625807
198,111.97
129,842.23
0
0
691
PAYMENT
12,685.81
C757873444
83,806.74
71,120.94
M1263728024
0
0
0
0
691
CASH_OUT
11,341.71
C559959116
171
0
C562385434
0
11,341.71
0
0
691
PAYMENT
19,035.31
C616391761
0
0
M1745133305
0
0
0
0
691
CASH_OUT
114,737.79
C883312724
7,487
0
C1600035400
192,937.68
307,675.47
0
0
691
CASH_OUT
198,162.96
C394752160
250
0
C259903161
309,519.59
507,682.55
0
0
691
PAYMENT
8,943.14
C1482101229
0
0
M342404936
0
0
0
0
691
CASH_OUT
160,730.71
C302686585
40,899
0
C351257774
598,798.52
759,529.23
0
0
691
CASH_OUT
217,500.61
C1050984936
10,765
0
C1863825918
0
217,500.61
0
0
691
TRANSFER
34,507.71
C1578919848
179,530
145,022.29
C1417823453
0
34,507.71
0
0
691
TRANSFER
126,895.27
C257921484
145,022.29
18,127.02
C247605460
1,741,657.83
1,868,553.1
0
0
691
CASH_OUT
33,339.18
C1218050103
482
0
C1831643345
781,356.17
814,695.35
0
0
691
CASH_OUT
235,990.01
C1344981837
1,032
0
C1437796638
0
235,990.01
0
0
691
CASH_OUT
262,805.74
C1840699335
10,674
0
C629388419
0
262,805.74
0
0
691
PAYMENT
30,681.21
C513079884
2,183
0
M432796137
0
0
0
0
691
CASH_OUT
328,286.24
C524103998
254,963
0
C1538259116
1,331,294.71
1,659,580.95
0
0
691
CASH_IN
10,069.22
C1156503025
123,842
133,911.22
C427828022
158,841.52
148,772.3
0
0
691
PAYMENT
6,124.93
C2106659258
3,461
0
M991163224
0
0
0
0
691
PAYMENT
16,447.32
C1297187269
0
0
M2141357251
0
0
0
0
691
TRANSFER
993,762.51
C181098060
15,450
0
C804746699
1,534,175.52
2,527,938.03
0
0
691
CASH_OUT
171,388.23
C786886014
41,346
0
C130096001
621,163.07
792,551.29
0
0
691
CASH_OUT
21,726.22
C1878527694
11,531
0
C767993170
193,627.3
215,353.52
0
0
691
CASH_OUT
227,017.74
C68619118
0
0
C1853118558
788,635.41
1,015,653.16
0
0
691
CASH_OUT
85,391.91
C1413371030
70,858
0
C1078539722
20,371.48
105,763.39
0
0
691
TRANSFER
282,676.62
C1294655090
5,097
0
C1196123005
0
282,676.62
0
0
691
PAYMENT
18,730.55
C1653286759
0
0
M1593515043
0
0
0
0
691
TRANSFER
605,618.37
C2017945998
164,112
0
C1368869325
13,620.13
619,238.5
0
0
691
CASH_OUT
57,270.87
C1669722554
42,282
0
C1971262608
2,545,136.11
2,602,406.98
0
0
691
CASH_OUT
52,498.34
C1477333682
659
0
C1604003819
330,095.13
382,593.47
0
0
691
CASH_OUT
455,635.62
C1586644884
0
0
C1822592488
498,745.35
954,380.97
0
0
691
CASH_OUT
146,909.19
C500846289
61,466
0
C1657909360
6,578,542.08
6,725,451.26
0
0
691
CASH_OUT
165,875.62
C1369339121
10,024
0
C625338550
447,307.04
613,182.66
0
0
691
CASH_OUT
350,251.44
C2066692018
497,797
147,545.56
C1244422275
290,346.72
640,598.16
0
0
691
PAYMENT
15,787.06
C936206756
147,545.56
131,758.51
M2016288074
0
0
0
0
691
PAYMENT
3,756.31
C1513473858
131,758.51
128,002.2
M1478879505
0
0
0
0
691
PAYMENT
22,349.42
C70870000
128,002.2
105,652.78
M209058416
0
0
0
0
691
PAYMENT
60,483.54
C2014192491
105,652.78
45,169.24
M252977178
0
0
0
0
691
PAYMENT
18,758.72
C1081992427
45,169.24
26,410.52
M1668821230
0
0
0
0
691
PAYMENT
2,432.57
C1784955537
26,410.52
23,977.95
M1155447607
0
0
0
0
691
PAYMENT
8,804.44
C1798002171
23,977.95
15,173.51
M1240921904
0
0
0
0
691
PAYMENT
513.31
C21910613
15,173.51
14,660.2
M821579848
0
0
0
0
691
PAYMENT
2,681.88
C30232353
14,660.2
11,978.32
M2147252063
0
0
0
0
691
PAYMENT
11,932.07
C207841289
11,978.32
46.25
M2120942557
0
0
0
0
691
PAYMENT
30,540.94
C364183414
46.25
0
M158217232
0
0
0
0
691
PAYMENT
14,501.25
C509224468
0
0
M940157929
0
0
0
0
691
PAYMENT
19,825.3
C183811281
0
0
M1925367595
0
0
0
0
691
PAYMENT
63,460.85
C1038562785
0
0
M1212454743
0
0
0
0
691
PAYMENT
32,183.06
C1744419002
0
0
M65454321
0
0
0
0
691
PAYMENT
20,867.49
C120239441
0
0
M1807250636
0
0
0
0
691
PAYMENT
8,251.49
C1101938025
4,155
0
M1954188517
0
0
0
0
691
CASH_IN
15,464.17
C640167686
49,857
65,321.17
C1726030514
0
0
0
0
691
CASH_OUT
104,525.26
C236855579
10,608
0
C331197102
609,394.12
713,919.38
0
0
691
PAYMENT
1,129.46
C1055592644
0
0
M517389912
0
0
0
0
691
CASH_IN
244,291.38
C2044846747
199,384
443,675.38
C355806661
1,790,674.42
1,546,383.04
0
0
691
CASH_OUT
216,202.58
C101192261
443,675.38
227,472.81
C1650637742
803,943.7
1,020,146.28
0
0
691
PAYMENT
26,192.94
C1619218288
5,030
0
M1267468614
0
0
0
0
691
CASH_OUT
108,269.75
C1032839062
10,550
0
C1730531816
0
108,269.75
0
0
691
PAYMENT
13,234.77
C2069067864
0
0
M22102157
0
0
0
0
691
PAYMENT
2,538.5
C708620248
30,699
28,160.5
M1762440806
0
0
0
0
691
CASH_OUT
29,653.89
C159224487
28,160.5
0
C469416331
1,482,565.47
1,512,219.36
0
0
691
PAYMENT
38,784.41
C35913261
32,351
0
M1303299038
0
0
0
0
691
CASH_OUT
82,616.2
C1092481931
52,110
0
C447348916
627,063.06
709,679.26
0
0
691
CASH_OUT
46,102.34
C613464485
45,274
0
C848303922
657,644.69
703,747.03
0
0
691
TRANSFER
1,293,641.05
C970979724
970,994
0
C751191093
649,367.06
1,943,008.11
0
0
691
PAYMENT
16,799.15
C39087450
0
0
M746280752
0
0
0
0
691
CASH_OUT
101,425.45
C226991755
40,316
0
C3147849
48,212.27
149,637.72
0
0
691
CASH_IN
75,071.61
C1272055086
25,154
100,225.61
C1440492056
253,048.2
177,976.59
0
0
691
CASH_OUT
229,553.34
C1791860659
1,066
0
C36864471
0
229,553.34
0
0
691
CASH_OUT
128,687.42
C486119181
70,313
0
C696294714
0
128,687.42
0
0
691
CASH_OUT
74,840.85
C758850015
52,225
0
C106346846
0
74,840.85
0
0
691
CASH_OUT
212,496.68
C1989917219
233,414
20,917.32
C115709463
0
212,496.68
0
0
691
PAYMENT
1,418.3
C1882035012
1,135
0
M549200819
0
0
0
0
691
CASH_OUT
110,540.04
C1425922978
0
0
C722598586
2,992,134.55
3,102,674.59
0
0
691
CASH_OUT
27,741.91
C2140940732
0
0
C915473192
4,454,706.82
4,482,448.73
0
0
691
CASH_OUT
79,875.35
C1664561848
0
0
C829742192
623,367.5
703,242.85
0
0
691
CASH_OUT
103,147.15
C584529110
0
0
C1409763564
449,828.94
552,976.09
0
0
691
CASH_OUT
262,835.48
C416140261
0
0
C1915074968
885,331.69
1,148,167.17
0
0
691
CASH_OUT
250,843.72
C100843657
0
0
C1767738997
512,897.79
763,741.52
0
0