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
1,534.83
C281957018
23,162.74
21,627.91
M590053012
0
0
0
0
8
PAYMENT
1,739.11
C2075982863
21,627.91
19,888.8
M386886002
0
0
0
0
8
PAYMENT
1,366.46
C1974969227
19,888.8
18,522.34
M227585143
0
0
0
0
8
PAYMENT
7,233.59
C298870094
18,522.34
11,288.75
M2105068287
0
0
0
0
8
PAYMENT
13,184.84
C891000096
11,288.75
0
M1038116064
0
0
0
0
8
PAYMENT
4,108.15
C789093383
0
0
M345805867
0
0
0
0
8
PAYMENT
11,231.97
C2101850381
0
0
M1128144161
0
0
0
0
8
PAYMENT
7,241.17
C675105253
0
0
M1492172037
0
0
0
0
8
PAYMENT
14,036.56
C411021519
0
0
M731603444
0
0
0
0
8
PAYMENT
1,993.91
C1764452099
0
0
M879683510
0
0
0
0
8
PAYMENT
6,470.11
C1374867516
0
0
M555126583
0
0
0
0
8
PAYMENT
20,867.75
C322430825
0
0
M1344791022
0
0
0
0
8
PAYMENT
1,243.55
C395552998
0
0
M40493588
0
0
0
0
8
PAYMENT
12,871.63
C784941471
0
0
M1099885881
0
0
0
0
8
PAYMENT
6,201.68
C1263581558
0
0
M107256650
0
0
0
0
8
PAYMENT
3,776.58
C1648752544
0
0
M1410611700
0
0
0
0
8
PAYMENT
598.84
C448901385
0
0
M954062800
0
0
0
0
8
PAYMENT
4,862.07
C1969807260
0
0
M13013852
0
0
0
0
8
PAYMENT
2,907.27
C387457972
0
0
M1101858256
0
0
0
0
8
PAYMENT
1,654.41
C1913300550
0
0
M1180862248
0
0
0
0
8
PAYMENT
2,747.07
C271649235
0
0
M966462848
0
0
0
0
8
PAYMENT
3,174.32
C512009315
22,569
19,394.68
M1284324188
0
0
0
0
8
TRANSFER
402,234.36
C1416289423
19,394.68
0
C374625527
1,859,112.54
5,175,906.61
0
0
8
CASH_IN
114,583.3
C897334415
15,796
130,379.3
C1262822392
21,272,281.36
22,641,471.24
0
0
8
TRANSFER
1,156,900.09
C249569791
18,992
0
C1671386208
61,736.73
6,214,174.81
0
0
8
CASH_IN
6,457.74
C731032740
199,005
205,462.74
C1869197498
0
0
0
0
8
CASH_IN
82,991.26
C698254333
411,903
494,894.26
C271488817
16,579
0
0
0
8
PAYMENT
3,222.44
C2110933509
7,063
3,840.56
M1915909017
0
0
0
0
8
CASH_OUT
151,250.84
C1283131127
3,840.56
0
C2052185144
823,545.6
951,130.52
0
0
8
CASH_OUT
59,826.5
C296220142
0
0
C646059443
160,192.1
537,463.33
0
0
8
CASH_OUT
139,182.45
C2127169469
20,989
0
C1982591789
0
139,182.45
0
0
8
CASH_OUT
138,867.46
C528817478
5,736
0
C1977614404
3,752
180,069.25
0
0
8
TRANSFER
1,698,747.82
C199097599
0
0
C1883840933
20,495,564.86
25,330,272.63
0
0
8
CASH_IN
243,006.99
C628842735
17,531
260,537.99
C2007207148
25,604
0
0
0
8
PAYMENT
127.09
C195197970
15,313
15,185.91
M1014644493
0
0
0
0
8
CASH_OUT
50,033.93
C1478760057
15,185.91
0
C381605910
163,562.96
759,872.18
0
0
8
PAYMENT
21,020.74
C648440202
98
0
M1056752544
0
0
0
0
8
PAYMENT
4,624.09
C1393758501
18,021
13,396.91
M729567968
0
0
0
0
8
PAYMENT
814.79
C1048810556
104,210
103,395.21
M1723507087
0
0
0
0
8
CASH_IN
65,870.69
C770379332
783
66,653.69
C849038219
684,602.41
1,337,271.15
0
0
8
CASH_OUT
185,788.82
C1682547275
753
0
C1038678108
0
254,341.75
0
0
8
PAYMENT
2,530.18
C1187637386
23,302.01
20,771.83
M1976340229
0
0
0
0
8
PAYMENT
14,650.52
C10495702
20,771.83
6,121.32
M693274483
0
0
0
0
8
PAYMENT
26,784.91
C550938475
6,121.32
0
M838050003
0
0
0
0
8
TRANSFER
25,113.73
C811902637
20,136
0
C1009972184
19,237
361,559.69
0
0
8
CASH_IN
71,960.5
C221304525
53,612
125,572.5
C63475121
0
519,853.57
0
0
8
CASH_OUT
406,956.7
C415811071
30,096
0
C1130075212
170,266.1
428,409.32
0
0
8
CASH_OUT
54,837.26
C881920781
10,903
0
C851316413
20,311
127,671.62
0
0
8
PAYMENT
2,773.98
C567640828
0
0
M718843573
0
0
0
0
8
PAYMENT
7,311.24
C1952543020
156
0
M1217713614
0
0
0
0
8
PAYMENT
3,934.71
C1163623490
107,555
103,620.29
M706338650
0
0
0
0
8
PAYMENT
13,312.79
C1435382564
103,620.29
90,307.49
M995800830
0
0
0
0
8
CASH_OUT
91,298.55
C628974779
29,995
0
C1073259437
14.33
58,352.07
0
0
8
PAYMENT
11,049.85
C1106943041
0
0
M1699315785
0
0
0
0
8
PAYMENT
1,931.06
C189409112
15,704
13,772.94
M1163711030
0
0
0
0
8
CASH_OUT
144,231.68
C1347503688
18,743
0
C320106510
37,211
0
0
0
8
PAYMENT
1,068.46
C2033442755
11,124
10,055.54
M597251930
0
0
0
0
8
PAYMENT
1,780.23
C7863421
10,055.54
8,275.31
M1515100477
0
0
0
0
8
PAYMENT
9,562.74
C1038391408
635
0
M1412315921
0
0
0
0
8
PAYMENT
11,845.41
C1795531261
29,989
18,143.59
M1168923345
0
0
0
0
8
PAYMENT
18,269.21
C1553100044
51,954
33,684.79
M2042700604
0
0
0
0
8
CASH_OUT
138,078.81
C1066237872
48,087
0
C710481910
289,021.06
0
0
0
8
PAYMENT
3,103.81
C416333890
10,824
7,720.19
M1474634841
0
0
0
0
8
TRANSFER
598,044.34
C667759962
52,907
0
C669419693
60,467
4,692,432.3
0
0
8
CASH_IN
3,389.32
C1936305900
10,843
14,232.32
C2095611317
0
0
0
0
8
CASH_OUT
137,228.88
C1839571475
39,624
0
C1316560467
4,151,827.66
4,525,294.62
0
0
8
PAYMENT
28,566.92
C320635922
0
0
M1572144334
0
0
0
0
8
PAYMENT
8,909.98
C1670762330
241,427
232,517.02
M593517569
0
0
0
0
8
PAYMENT
5,507.65
C1420517483
9,961
4,453.35
M558730564
0
0
0
0
8
CASH_IN
183,730.16
C1827633448
104,623
288,353.16
C736160330
119
0
0
0
8
CASH_OUT
262,207.51
C1305387232
20,628
0
C417236208
14,524
0
0
0
8
CASH_IN
56,966.94
C1114188042
31,087
88,053.94
C931482420
47,634.67
85,467.48
0
0
8
PAYMENT
9,696.87
C251902894
20,717
11,020.13
M405976415
0
0
0
0
8
CASH_OUT
90,715.15
C541314841
11,020.13
0
C208341157
184,462.11
0
0
0
8
CASH_OUT
11,668.52
C736727906
1,298
0
C382697424
36,332.28
368,836.97
0
0
8
PAYMENT
12,978.43
C967152506
0
0
M875577692
0
0
0
0
8
CASH_OUT
29,960.11
C171277252
55,687
25,726.89
C1822578654
31,122
0
0
0
8
PAYMENT
87.23
C1839237987
2,091
2,003.77
M2022435822
0
0
0
0
8
PAYMENT
9,774.55
C1309110018
6,026
0
M1867372125
0
0
0
0
8
PAYMENT
7,824.39
C106931012
0
0
M556592378
0
0
0
0
8
CASH_IN
274,248.39
C1411840162
12,556
286,804.39
C807072084
12,878
0
0
0
8
CASH_OUT
260,316.95
C1431839557
315,903
55,586.05
C2077098348
168,079
163,665
0
0
8
PAYMENT
984.55
C786886441
33,819
32,834.45
M1751878963
0
0
0
0
8
CASH_OUT
91,255.65
C191597428
10,353
0
C1618278649
16,932
7,412.17
0
0
8
CASH_IN
17,510.21
C532534103
98,115
115,625.21
C1987564320
280,233.57
225,457.61
0
0
8
PAYMENT
8,780.7
C112977966
106,451
97,670.3
M848162783
0
0
0
0
8
PAYMENT
32,057.34
C1701503697
97,670.3
65,612.96
M347906624
0
0
0
0
8
PAYMENT
5,899.39
C1293931105
65,612.96
59,713.57
M271658762
0
0
0
0
8
PAYMENT
8,566.46
C578763703
50,574
42,007.54
M1403007770
0
0
0
0
8
PAYMENT
2,337.56
C1612672981
35,245
32,907.44
M2043631011
0
0
0
0
8
CASH_OUT
290,590.83
C582380462
11,392
0
C107095723
0
324,254.48
0
0
8
CASH_OUT
214,575.36
C1893512193
0
0
C985934102
7,355,253.31
8,663,416.6
0
0
8
CASH_OUT
429,788.21
C1797659656
0
0
C824197891
648,007.02
1,577,892.84
0
0
8
CASH_OUT
131,117.64
C1757884034
0
0
C1696218625
632,242
398,732.86
0
0
8
PAYMENT
12,709.62
C2042483503
5,544
0
M1817447589
0
0
0
0
8
CASH_IN
248,998.13
C927570811
120,895
369,893.13
C168639687
512
0
0
0
8
CASH_IN
61,415.27
C1722482734
5,625
67,040.27
C1630293008
10,483
1,237,504.1
0
0
8
TRANSFER
532,420.32
C1905824639
71,026
0
C1577420620
634
1,346,843.05
0
0
8
CASH_OUT
134,636.31
C1030068429
0
0
C35263828
185,009.84
0
0
0
8
PAYMENT
3,855.78
C1175211609
16,141
12,285.22
M2014874822
0
0
0
0