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
9
TRANSFER
224,064.52
C776720815
0
0
C1127850725
386,818.58
361,863.24
0
0
9
TRANSFER
238,921.52
C41413972
0
0
C2095263022
539,254.87
778,176.39
0
0
9
CASH_OUT
41,561.53
C1378941641
54,374
12,812.47
C2061837084
0
41,561.53
0
0
9
CASH_OUT
336,127.4
C1086134187
12,812.47
0
C767904468
930,824.49
1,791,600.88
0
0
9
PAYMENT
2,655.95
C814440634
2,079
0
M220935858
0
0
0
0
9
CASH_IN
175,698.6
C1486386028
201,942
377,640.6
C849038219
2,999,131.14
2,186,554.86
0
0
9
CASH_OUT
163,640.19
C1890592667
41,405
0
C1665085615
0
163,640.19
0
0
9
CASH_IN
304,642.65
C458557319
1,289
305,931.65
C1380747352
21,051
0
0
0
9
CASH_OUT
371,719.86
C1327443193
305,931.65
0
C1428539340
503,793
1,415,237.65
0
0
9
PAYMENT
16,786.83
C1409758565
311,875
295,088.17
M637160577
0
0
0
0
9
CASH_OUT
604,787.01
C379592326
204,016
0
C257065944
108,717
1,993,380.26
0
0
9
PAYMENT
4,594.23
C544112719
11,676
7,081.77
M1303323962
0
0
0
0
9
CASH_IN
28,210.91
C986113610
85,422
113,632.91
C1099915107
601,483.61
573,272.7
0
0
9
CASH_OUT
112,885.03
C746888122
208,538.49
95,653.46
C5592464
41,955.54
391,205.81
0
0
9
CASH_OUT
581,998.28
C2017200797
95,653.46
0
C679235222
4,268,163.17
6,297,525.12
0
0
9
PAYMENT
7,241.57
C1276012117
51,209
43,967.43
M1106717992
0
0
0
0
9
PAYMENT
17,616.97
C1235630055
43,967.43
26,350.46
M1373025452
0
0
0
0
9
PAYMENT
21,315.09
C1859472397
35,840.42
14,525.34
M380875410
0
0
0
0
9
CASH_OUT
211,114.88
C1859303084
14,525.34
0
C1640747200
596,091.77
864,655.32
0
0
9
CASH_OUT
318,551.15
C172297230
0
0
C1150610696
2,040,211.46
2,394,948.16
0
0
9
CASH_OUT
102,517.6
C1312070767
0
0
C874023329
3,350,100.06
5,314,065.71
0
0
9
CASH_OUT
212,158.58
C1159233561
0
0
C1308497108
1,688,912.55
2,150,024.25
0
0
9
CASH_OUT
118,315.16
C1040460224
0
0
C1825389809
1,647,039.97
3,759,490.54
0
0
9
CASH_OUT
256,034.48
C469985138
0
0
C1453128758
336,777.18
552,007.12
0
0
9
CASH_OUT
219,337.23
C1992181625
0
0
C8290162
9,326,623.66
9,189,593.77
0
0
9
CASH_OUT
224,186.26
C2007435775
0
0
C146305349
2,322,708.15
3,471,737.12
0
0
9
CASH_OUT
408,846.14
C1752331490
0
0
C1885780198
585,431.2
994,277.34
0
0
9
CASH_OUT
288,841.35
C1875752553
0
0
C1984192708
1,320,656.25
1,577,594.52
0
0
9
PAYMENT
17,113.61
C1800184166
87,251.62
70,138.02
M611034369
0
0
0
0
9
PAYMENT
33,123.95
C1598361610
70,138.02
37,014.07
M1572440949
0
0
0
0
9
CASH_IN
197,665.26
C1399871029
82,721
280,386.26
C48693770
36,868
0
0
0
9
PAYMENT
22,314.97
C709534455
15,083
0
M1568158452
0
0
0
0
9
PAYMENT
6,553.99
C1275852813
14,649
8,095.01
M496754247
0
0
0
0
9
CASH_OUT
331,475.46
C1647938073
0
0
C484258212
0
660,608.41
0
0
9
PAYMENT
14,786.61
C2118843192
0
0
M1829945196
0
0
0
0
9
PAYMENT
5,128.54
C775437679
0
0
M16716787
0
0
0
0
9
PAYMENT
11,690.67
C700820463
0
0
M1372887140
0
0
0
0
9
PAYMENT
4,087.66
C1055396980
0
0
M1190197457
0
0
0
0
9
PAYMENT
4,140.45
C1114552627
0
0
M923541154
0
0
0
0
9
PAYMENT
26,099.56
C1228531587
0
0
M147761157
0
0
0
0
9
PAYMENT
11,711.61
C1063141134
0
0
M1760616265
0
0
0
0
9
PAYMENT
3,620.95
C1853044779
0
0
M318782304
0
0
0
0
9
PAYMENT
12,722.26
C1575534657
0
0
M864831010
0
0
0
0
9
PAYMENT
1,759.73
C1154056728
0
0
M1451256538
0
0
0
0
9
PAYMENT
11,054.49
C1307660931
0
0
M480096329
0
0
0
0
9
PAYMENT
11,459.87
C340539520
0
0
M1095714409
0
0
0
0
9
PAYMENT
24,466.88
C116220297
0
0
M2005112549
0
0
0
0
9
PAYMENT
17,384.86
C50215085
0
0
M968444565
0
0
0
0
9
PAYMENT
14,900.8
C1421182210
0
0
M1063917007
0
0
0
0
9
PAYMENT
19,707.49
C1285716447
0
0
M1069313852
0
0
0
0
9
PAYMENT
7,698.96
C1197039708
0
0
M686997781
0
0
0
0
9
PAYMENT
3,455.24
C2000759125
0
0
M727219470
0
0
0
0
9
PAYMENT
1,767.54
C663724985
0
0
M432743476
0
0
0
0
9
PAYMENT
16,872.57
C1732160985
0
0
M258346045
0
0
0
0
9
PAYMENT
2,042.78
C1429140483
0
0
M361005078
0
0
0
0
9
CASH_OUT
199,968.6
C130459418
300,928
100,959.4
C977993101
3,271,844.97
3,471,813.57
0
0
9
PAYMENT
13,781.31
C956191803
100,959.4
87,178.09
M449978827
0
0
0
0
9
CASH_OUT
161,992.36
C736597687
25,301
0
C776404949
50,199.24
93,049.64
0
0
9
PAYMENT
13,409.44
C430639782
0
0
M1405016612
0
0
0
0
9
PAYMENT
26,062.42
C1491695073
0
0
M1328288357
0
0
0
0
9
CASH_OUT
24,603.02
C244571932
10,557
0
C1746261400
0
24,603.02
0
0
9
PAYMENT
17,962.68
C727272208
0
0
M948725223
0
0
0
0
9
PAYMENT
21,578.98
C387770281
49,971
28,392.02
M132624745
0
0
0
0
9
PAYMENT
12,267.87
C1720150862
102,806
90,538.13
M1031768356
0
0
0
0
9
CASH_OUT
230,027.3
C1303253133
484,818
254,790.7
C892118369
0
15,187.13
0
0
9
PAYMENT
6,849.14
C2004389032
19,333
12,483.86
M712528914
0
0
0
0
9
PAYMENT
13,012.88
C1796198096
12,483.86
0
M1444450628
0
0
0
0
9
CASH_IN
125,773.82
C1698056931
206
125,979.82
C1835007625
60,472
0
0
0
9
PAYMENT
21,739.19
C218520211
53,446
31,706.81
M409631917
0
0
0
0
9
PAYMENT
13,129.13
C174738517
2,560
0
M1574731433
0
0
0
0
9
PAYMENT
15,044.13
C1655797059
19,827
4,782.87
M703980204
0
0
0
0
9
TRANSFER
1,733,665.82
C1906645795
3,327
0
C1629006028
16,887
1,750,552.82
0
0
9
PAYMENT
13,782.64
C1337072264
15,558
1,775.36
M641758544
0
0
0
0
9
CASH_OUT
99,692.77
C547754934
36,804
0
C667346055
18,483,870.62
18,583,563.4
0
0
9
TRANSFER
1,311,697.66
C2030266498
103,789
0
C1308739269
203,296.86
1,514,994.51
0
0
9
TRANSFER
1,977,394.81
C641354608
46,062.26
0
C510508465
606,650.01
2,660,104.47
0
0
9
CASH_OUT
204,333.53
C66404370
0
0
C1200314947
731,109.57
935,443.1
0
0
9
PAYMENT
11,591.07
C333367417
15,327
3,735.93
M1903945208
0
0
0
0
9
CASH_OUT
9,962.81
C91111788
3,735.93
0
C362966988
1,317,614.35
1,226,457.08
0
0
9
CASH_IN
384,548.19
C749888515
51,001
435,549.19
C1339970113
180,592
0
0
0
9
CASH_IN
230,337.35
C1229651180
33,006
263,343.35
C346008447
5,152,465.36
4,948,506.32
0
0
9
PAYMENT
39,195.58
C1739621400
21,818
0
M279108771
0
0
0
0
9
PAYMENT
8,757.72
C797909192
18,521
9,763.28
M826020937
0
0
0
0
9
CASH_OUT
275,527.97
C1389348402
12,471
0
C1246439562
0
350,705.74
0
0
9
CASH_OUT
14,124
C1410223884
35,426
21,302
C1306439078
288,060.49
302,184.49
0
0
9
CASH_OUT
294,347
C47299621
21,302
0
C439078113
3,167,614
3,626,099.55
0
0
9
CASH_OUT
206,504.87
C1402891882
455
0
C793302743
122
206,626.87
0
0
9
TRANSFER
601,890.87
C2135739517
41,668
0
C168299345
0
601,890.87
0
0
9
TRANSFER
45,691.28
C1503435447
0
0
C109195229
128,164.4
173,855.68
0
0
9
TRANSFER
137,219.7
C1453532469
0
0
C12793273
3,225,256.77
3,585,233.25
0
0
9
TRANSFER
2,730,299.9
C1995369653
0
0
C1141137903
14,640,433.52
17,202,746.09
0
0
9
TRANSFER
1,830,936.94
C1876486449
0
0
C1204684191
2,067,208.06
6,425,937.58
0
0
9
TRANSFER
428,448.05
C1387040607
0
0
C896393489
29,156,093.99
31,306,920.44
0
0
9
TRANSFER
58,429.97
C501842610
0
0
C1316198760
537,818.83
565,578.72
0
0
9
TRANSFER
12,066.03
C476274430
0
0
C799260204
119,039.77
131,105.8
0
0
9
TRANSFER
582,733.7
C878361890
0
0
C904672772
1,116,763.48
1,699,497.18
0
0
9
TRANSFER
625,428.22
C45750913
0
0
C988138425
5,943,943.98
6,671,448.86
0
0
9
TRANSFER
717,321.42
C1402467446
0
0
C1134701218
2,609,644.66
4,000,625.91
0
0
9
TRANSFER
1,128,325.69
C1434834004
0
0
C237988421
2,585,807.85
4,266,987.73
0
0
9
TRANSFER
293,239.74
C886554731
0
0
C1181708889
821,277.95
1,114,517.69
0
0