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
7
TRANSFER
1,316,171.95
C1778057146
52,711.61
0
C1651379334
49,553.38
696,383.06
0
0
7
CASH_OUT
313,352.5
C1107925328
0
0
C188246551
508,934.9
3,439,878.27
0
0
7
PAYMENT
9,999.93
C711590723
788
0
M642389872
0
0
0
0
7
TRANSFER
283,346.9
C410200876
8,130
0
C79467401
0
287,210.83
0
0
7
PAYMENT
18,047.33
C373219947
51,088.93
33,041.59
M1823771636
0
0
0
0
7
PAYMENT
3,587.5
C448000133
33,041.59
29,454.09
M462983860
0
0
0
0
7
PAYMENT
6,868.07
C2052326934
29,454.09
22,586.02
M855103875
0
0
0
0
7
PAYMENT
6,055.37
C927277184
906
0
M1754733038
0
0
0
0
7
PAYMENT
3,345.36
C849991260
0
0
M1050557003
0
0
0
0
7
TRANSFER
320,228.94
C549538872
24,380.72
0
C36437323
0
160,083.17
0
0
7
CASH_OUT
3,893.92
C1892247975
0
0
C1964947881
10,747
252,633.42
0
0
7
CASH_OUT
254,671
C204364500
0
0
C2110180989
564,040
0
0
0
7
CASH_OUT
303,121.78
C1127052664
0
0
C1231842708
423,870.43
751,281.48
0
0
7
CASH_OUT
342,342.56
C1764184489
0
0
C1163480574
693,738
1,798,734.57
0
0
7
PAYMENT
2,613.09
C1377343867
19,235
16,621.91
M748589334
0
0
0
0
7
PAYMENT
2,526.9
C70297416
16,621.91
14,095.02
M1464407166
0
0
0
0
7
PAYMENT
4,641.99
C1091345581
35,950
31,308.01
M432186299
0
0
0
0
7
PAYMENT
1,605.21
C407461164
1,710
104.79
M121393343
0
0
0
0
7
TRANSFER
78,754.77
C586177793
61,182
0
C259915853
0
163,762.98
0
0
7
CASH_OUT
158,702.35
C782495135
56,924
0
C1640961071
61,081
0
0
0
7
PAYMENT
8,306.23
C2085713242
0
0
M428698567
0
0
0
0
7
PAYMENT
6,808.03
C968172962
0
0
M139196446
0
0
0
0
7
PAYMENT
4,640.78
C2135402472
0
0
M233191572
0
0
0
0
7
PAYMENT
2,292.42
C502170815
0
0
M1244791828
0
0
0
0
7
PAYMENT
21,187.41
C143168093
0
0
M873871680
0
0
0
0
7
PAYMENT
63,251.73
C1572112385
0
0
M125580551
0
0
0
0
7
PAYMENT
642.15
C1269450191
15,539
14,896.85
M1324591555
0
0
0
0
7
PAYMENT
14,352.8
C939443356
466
0
M1363942249
0
0
0
0
7
CASH_OUT
30,896.4
C1221699762
0
0
C283923651
233,185
121,107.61
0
0
7
PAYMENT
4,669.82
C457158106
54,969
50,299.18
M1512329221
0
0
0
0
7
TRANSFER
649,121.74
C1803718523
20,135
0
C208427878
19,095
1,454,807.63
0
0
7
DEBIT
3,674.46
C785596033
49,526
45,851.54
C1519716618
29,707
94,107.2
0
0
7
TRANSFER
1,813,449.52
C1214519292
45,851.54
0
C1446521801
6,587,610.36
11,698,172.69
0
0
7
TRANSFER
2,234,288.78
C809030285
0
0
C662736689
5,743,757.61
8,488,789.41
0
0
7
TRANSFER
767,854.93
C1329494694
0
0
C1635341595
958,673.35
6,191,938.31
0
0
7
TRANSFER
657,235.58
C2024698614
0
0
C1373172466
1,187,282.62
4,791,597.89
0
0
7
PAYMENT
10,806.08
C278745576
896,903.33
886,097.25
M1724339660
0
0
0
0
7
TRANSFER
592,016.23
C1511061752
886,097.25
294,081.02
C1948471365
1,030,503.42
4,628,857.24
0
0
7
TRANSFER
40,638.56
C1361184910
294,081.02
253,442.46
C79708552
52,699
0
0
0
7
TRANSFER
797,301.86
C726270291
253,442.46
0
C97730845
14,658,353.25
23,005,385.41
0
0
7
TRANSFER
168,190.75
C2004834499
0
0
C1679546686
174,818
506,581.24
0
0
7
TRANSFER
616,066.42
C712358380
0
0
C728526866
5,818,055.8
10,520,267.05
0
0
7
TRANSFER
265,835.71
C1800581716
0
0
C1505755152
8,964,583.35
14,646,239.59
0
0
7
TRANSFER
270,857.81
C275347188
0
0
C312537393
730,851.23
4,810,603.67
0
0
7
TRANSFER
765,391.77
C492674426
0
0
C1359484306
1,375,670.67
7,364,724.84
0
0
7
TRANSFER
300,219.21
C450952676
0
0
C490150701
940,571.7
1,983,599.05
0
0
7
TRANSFER
700,027.52
C1683893502
0
0
C1315729466
1,193,406.09
803,908.4
0
0
7
TRANSFER
335,174.65
C1062938711
0
0
C1040847151
3,869,992.34
7,984,433.54
0
0
7
TRANSFER
138,313.31
C1310508171
0
0
C1251686742
347,091.08
1,311,387.88
0
0
7
TRANSFER
568,697.7
C1393434481
0
0
C1031639563
1,207,471.66
5,739,012.22
0
0
7
TRANSFER
600,308.8
C1185083442
0
0
C2006081398
891,764.63
4,743,010.67
0
0
7
TRANSFER
53,332.91
C551379233
0
0
C1759482496
57,446.93
2,912,335.58
0
0
7
TRANSFER
250,020
C139317549
0
0
C1501701470
512,675.31
4,463,342.32
0
0
7
TRANSFER
131,438.66
C731624130
0
0
C1538264524
338,723.7
555,348.58
0
0
7
TRANSFER
957,116.22
C2053764323
0
0
C8290162
3,011,570.02
6,650,282.66
0
0
7
TRANSFER
51,344.26
C838227686
0
0
C1938348365
406,358.33
854,916.91
0
0
7
TRANSFER
139,957.67
C1465138508
0
0
C160284738
149,781
44,049.23
0
0
7
TRANSFER
138,158.77
C565151942
0
0
C1679546686
343,008.75
506,581.24
0
0
7
TRANSFER
156,073.92
C349482748
0
0
C1436838899
407,023
0
0
0
7
PAYMENT
5,480.48
C395746278
5,089
0
M1633577477
0
0
0
0
7
PAYMENT
10,060.68
C1021978448
0
0
M226024831
0
0
0
0
7
PAYMENT
3,859.25
C772943517
1,188
0
M1007580952
0
0
0
0
7
PAYMENT
2,758.54
C1362302830
496,588.41
493,829.87
M451652370
0
0
0
0
7
CASH_OUT
164,741.03
C632424468
493,829.87
329,088.84
C928023753
165,920.79
636,296.03
0
0
7
PAYMENT
1,375.97
C1791692045
16,243
14,867.03
M596311901
0
0
0
0
7
PAYMENT
7,295.28
C1686008581
26,563
19,267.72
M1362699574
0
0
0
0
7
PAYMENT
9,923.11
C1663629689
6,333
0
M388797014
0
0
0
0
7
PAYMENT
3,578.4
C6106605
73,609.19
70,030.8
M408270917
0
0
0
0
7
PAYMENT
2,686.96
C1016232199
70,030.8
67,343.84
M1331688161
0
0
0
0
7
PAYMENT
1,148.61
C637836450
39,893
38,744.39
M329682871
0
0
0
0
7
PAYMENT
1,339.39
C1020495493
922,645.99
921,306.6
M204186372
0
0
0
0
7
CASH_OUT
107,444.4
C239656879
921,306.6
813,862.2
C1089993541
130,454.13
1,741,771.65
0
0
7
PAYMENT
6,239.49
C691286758
20,931
14,691.51
M166948587
0
0
0
0
7
PAYMENT
2,328.89
C1477562194
40,749
38,420.11
M283956824
0
0
0
0
7
TRANSFER
276,471.85
C407336353
13,279
0
C1966562224
78,605
556,885.26
0
0
7
PAYMENT
3,336.68
C181519476
25,548
22,211.32
M1550643491
0
0
0
0
7
TRANSFER
208,606.29
C709141216
19,503
0
C2089779261
0
29,515.69
0
0
7
CASH_OUT
24,121.96
C160243828
0
0
C1450828900
102,785
0
0
0
7
PAYMENT
11,260.03
C234596181
27,855.95
16,595.92
M916826656
0
0
0
0
7
PAYMENT
2,686.82
C964251062
16,595.92
13,909.1
M1494697069
0
0
0
0
7
PAYMENT
5,099.7
C151425301
11,983
6,883.3
M308924095
0
0
0
0
7
TRANSFER
236,372.58
C1636709817
50,238
0
C2088104872
14,488
213,957.86
0
0
7
PAYMENT
6,836.58
C47784393
20,358
13,521.42
M1063950014
0
0
0
0
7
PAYMENT
8,188.63
C1672133594
2,174
0
M1939438059
0
0
0
0
7
DEBIT
4,235.2
C948295992
9,045
4,809.8
C1297342391
30,369
0
0
0
7
CASH_OUT
218,773.42
C1395746800
4,809.8
0
C188246551
822,287.4
3,439,878.27
0
0
7
PAYMENT
674.98
C1710453287
21,447
20,772.02
M1570576723
0
0
0
0
7
CASH_IN
224,228.49
C1271355329
52,289
276,517.49
C908776502
30,900
0
0
0
7
PAYMENT
9,969.71
C319924142
7,212
0
M1829604769
0
0
0
0
7
CASH_OUT
56,143.73
C1483691730
0
0
C1520941958
125,303.35
31,936.26
0
0
7
CASH_OUT
42,260.56
C703036225
0
0
C1325626015
52,124
224,986.09
0
0
7
CASH_OUT
60,663.91
C928355588
0
0
C1805445027
323,039.36
0
0
0
7
CASH_OUT
23,066.77
C909407946
0
0
C1337720486
31,761
0
0
0
7
CASH_OUT
245,603.06
C349138712
0
0
C686592713
490,036.4
1,989,877.01
0
0
7
CASH_OUT
496,483.55
C106963891
0
0
C929452805
661,324.7
872,104.29
0
0
7
CASH_OUT
52,850.1
C486964174
0
0
C306285887
426,941.29
1,458,658.26
0
0
7
CASH_OUT
357,079.24
C135388290
0
0
C105002686
465,473
1,212,223.31
0
0
7
CASH_OUT
280,778.74
C1741280567
0
0
C1832580921
683,914.08
2,003,455.42
0
0
7
CASH_OUT
19,583.21
C1613959110
0
0
C811597470
115,701.44
150,792.03
0
0
7
CASH_OUT
20,003.85
C1321586693
0
0
C289045778
122,676
699,161.9
0
0