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
6
PAYMENT
16,906.99
C1933551964
0
0
M992775130
0
0
0
0
6
PAYMENT
5,435.22
C1754096028
0
0
M1686106686
0
0
0
0
6
PAYMENT
23,795
C1778700964
0
0
M900327013
0
0
0
0
6
PAYMENT
1,861.63
C908845261
0
0
M769526324
0
0
0
0
6
PAYMENT
6,185.83
C1636003033
0
0
M459482178
0
0
0
0
6
PAYMENT
10,701.92
C1915196011
52,408
41,706.08
M796240305
0
0
0
0
6
PAYMENT
20,667.76
C1433070882
30,880
10,212.24
M1470726905
0
0
0
0
6
PAYMENT
13,268.31
C433321645
861
0
M459930631
0
0
0
0
6
PAYMENT
1,143.34
C434635189
21,890
20,746.66
M38659643
0
0
0
0
6
PAYMENT
7,658.66
C70061633
31,676
24,017.34
M1357927175
0
0
0
0
6
PAYMENT
3,494.07
C164365573
30,921
27,426.93
M1683834425
0
0
0
0
6
PAYMENT
8,534.32
C149816309
10,845
2,310.68
M1523843460
0
0
0
0
6
PAYMENT
7,994.53
C861520886
2,310.68
0
M1027286826
0
0
0
0
6
PAYMENT
12,770.33
C1169324755
11,547
0
M1066437568
0
0
0
0
6
DEBIT
3,340.01
C1110157751
20,051
16,710.99
C1129670968
36,991.08
22,269.36
0
0
6
PAYMENT
20,206.61
C651023535
10,494
0
M1887389255
0
0
0
0
6
PAYMENT
14,199.19
C1267338499
631
0
M1425241044
0
0
0
0
6
PAYMENT
18,557.06
C475249993
18,956
398.94
M378838522
0
0
0
0
6
PAYMENT
19,914.62
C225273918
147,930
128,015.38
M1120917396
0
0
0
0
6
PAYMENT
11,184.15
C1131905905
5,027
0
M1908321704
0
0
0
0
6
PAYMENT
6,854.54
C401872697
0
0
M725291300
0
0
0
0
6
PAYMENT
6,736.46
C1411932985
205,056
198,319.54
M1350518777
0
0
0
0
6
PAYMENT
21,287.77
C1736826640
70,528
49,240.23
M340017397
0
0
0
0
6
PAYMENT
18,791.59
C65194223
91,248
72,456.41
M688392165
0
0
0
0
6
TRANSFER
381,018.8
C1622945931
72,456.41
0
C667346055
9,827,546.97
10,415,456.02
0
0
6
TRANSFER
67,316.99
C1447663489
0
0
C1668376627
195,932.4
100,207.22
0
0
6
TRANSFER
564,301.75
C1140430871
0
0
C803116137
13,071,229.35
15,517,661.96
0
0
6
TRANSFER
1,221,819.02
C707238050
0
0
C1838584624
5,149,771.61
8,245,234.16
0
0
6
TRANSFER
340,473.03
C731827461
0
0
C1838584624
6,371,590.62
8,245,234.16
0
0
6
TRANSFER
1,545,681.21
C837923432
0
0
C1590550415
16,420,556.26
17,811,814.09
0
0
6
TRANSFER
484,328.78
C1053273441
0
0
C1983747920
579,414.69
874,685.77
0
0
6
TRANSFER
536,060.03
C674480275
0
0
C909295153
6,661,385.87
9,197,383.11
0
0
6
TRANSFER
66,860.4
C1972950645
0
0
C1922859107
609,485.61
629,441.42
0
0
6
TRANSFER
641,213.85
C1229342812
0
0
C1838584624
6,712,063.65
8,245,234.16
0
0
6
TRANSFER
487,039.74
C1256806576
0
0
C1360767589
1,937,267.2
5,188,539.32
0
0
6
TRANSFER
665,949.93
C2087202342
0
0
C657736958
5,203,102.94
5,854,252.35
0
0
6
TRANSFER
185,325.96
C1341158560
20,306
0
C1632716597
40,900.93
226,226.89
0
0
6
PAYMENT
8,817.89
C873447850
239,680
230,862.11
M883110723
0
0
0
0
6
PAYMENT
3,724.19
C159851247
133,160
129,435.81
M1167987211
0
0
0
0
6
PAYMENT
7,235.23
C265722243
11,350
4,114.77
M574790161
0
0
0
0
6
PAYMENT
3,669.27
C308434156
193
0
M660144865
0
0
0
0
6
PAYMENT
10,787.1
C477662472
32,933
22,145.9
M719068804
0
0
0
0
6
PAYMENT
16,403.92
C714734087
21,404
5,000.08
M1169734591
0
0
0
0
6
PAYMENT
22,187.74
C502296269
29,962
7,774.26
M1469217737
0
0
0
0
6
PAYMENT
25,089.97
C842988286
30,409
5,319.03
M853264965
0
0
0
0
6
PAYMENT
4,147.08
C750996693
99,001
94,853.92
M1749755575
0
0
0
0
6
CASH_OUT
33,275.35
C770164810
94,853.92
61,578.57
C560041895
86,070.17
119,345.51
0
0
6
PAYMENT
21,137.84
C1099081297
51,245
30,107.16
M2006056784
0
0
0
0
6
PAYMENT
600.58
C1188958603
30,107.16
29,506.58
M1432888450
0
0
0
0
6
PAYMENT
332.52
C17608784
322
0
M2040509534
0
0
0
0
6
CASH_OUT
196,477.41
C1333502127
0
0
C1085479446
224,064
565,529.07
0
0
6
PAYMENT
578.57
C1529070070
7,007
6,428.43
M1061774578
0
0
0
0
6
PAYMENT
6,469.74
C1005591041
126
0
M698133256
0
0
0
0
6
PAYMENT
7,959.49
C1819665340
0
0
M409957428
0
0
0
0
6
PAYMENT
977.2
C594822442
0
0
M1878814375
0
0
0
0
6
PAYMENT
8,325.8
C743901415
55,592
47,266.2
M1341785997
0
0
0
0
6
PAYMENT
10,933.93
C1311135309
47,266.2
36,332.28
M1109622904
0
0
0
0
6
PAYMENT
2,564.44
C1445443819
15,256
12,691.56
M1241385933
0
0
0
0
6
PAYMENT
29,122.76
C890681473
11,408
0
M1810419227
0
0
0
0
6
PAYMENT
32,013.7
C14926701
30,810
0
M964301023
0
0
0
0
6
PAYMENT
13,982.36
C967337409
10,404
0
M337509625
0
0
0
0
6
PAYMENT
17,110.72
C175881660
59,859
42,748.28
M1676585156
0
0
0
0
6
PAYMENT
8,912.09
C429018901
21,388
12,475.91
M1645449962
0
0
0
0
6
PAYMENT
10,019.61
C894584137
16,915
6,895.39
M602694575
0
0
0
0
6
PAYMENT
21,033.18
C671967776
325,867
304,833.82
M1459038473
0
0
0
0
6
PAYMENT
12,174.55
C1898469011
30,037
17,862.45
M832152066
0
0
0
0
6
PAYMENT
9,352.62
C1921417851
20,588
11,235.38
M500580931
0
0
0
0
6
PAYMENT
280.58
C788075428
125,235
124,954.42
M1376533963
0
0
0
0
6
PAYMENT
13,101.5
C341829803
53,057
39,955.5
M993293369
0
0
0
0
6
CASH_IN
143,165.59
C1563833544
39,955.5
183,121.09
C1721246982
1,010,657.61
1,515,372.59
0
0
6
CASH_IN
344,436.64
C1852287168
183,121.09
527,557.73
C1590550415
17,966,237.47
17,811,814.09
0
0
6
CASH_IN
291,681.95
C93720343
527,557.73
819,239.69
C997608398
297,874.5
6,192.55
0
0
6
CASH_IN
341,884.94
C488322592
819,239.69
1,161,124.63
C1167066016
856,828.97
576,353.3
0
0
6
CASH_IN
300,026.34
C1911013695
1,161,124.63
1,461,150.97
C145693769
398,176
98,149.66
0
0
6
CASH_IN
67,248.4
C580212331
1,461,150.97
1,528,399.36
C1829344035
157,867.82
90,619.43
0
0
6
CASH_IN
396,205.76
C390994841
1,528,399.36
1,924,605.13
C769342184
13,049,795.53
12,782,636.7
0
0
6
CASH_IN
7,159.95
C1403032934
1,924,605.13
1,931,765.07
C90250170
15,135
0
0
0
6
CASH_IN
243,542.61
C478238740
1,931,765.07
2,175,307.69
C1590550415
17,621,800.82
17,811,814.09
0
0
6
CASH_IN
233,628.2
C347042785
2,175,307.69
2,408,935.89
C1899073220
3,288,831.78
3,382,000.83
0
0
6
CASH_IN
424,472.59
C1943679038
2,408,935.89
2,833,408.48
C248609774
6,515,869.35
6,739,716.03
0
0
6
CASH_IN
120,910.43
C604405894
2,833,408.48
2,833,408.48
C1636786811
2,833,408.48
6,703,099.06
0
0
6
CASH_IN
220,733.04
C844185066
2,833,408.48
3,054,141.52
C1339858954
226,834
6,100.96
0
0
6
CASH_IN
69,196.27
C1561227322
3,054,141.52
3,123,337.79
C769342184
12,653,589.77
12,782,636.7
0
0
6
CASH_IN
138,102.63
C2138562661
3,123,337.79
3,261,440.41
C701692548
247,029
22,090.43
0
0
6
CASH_IN
249,043.84
C1868914109
3,261,440.41
3,510,484.26
C787033725
646,196.83
575,658.59
0
0
6
CASH_IN
282,900.93
C1415611350
3,510,484.26
3,793,385.18
C1183572822
412,338.76
90,698.78
0
0
6
CASH_IN
224,547.42
C2059515584
3,793,385.18
4,017,932.6
C1789550256
2,490,718.59
3,871,016.4
0
0
6
CASH_IN
114,381.77
C980751669
4,017,932.6
4,132,314.38
C1477979030
652,770.01
9,113,630.99
0
0
6
CASH_IN
87,371.77
C2142777203
4,132,314.38
4,219,686.15
C1926673338
204,653.87
61,676.39
0
0
6
CASH_IN
4,518.64
C789998945
4,219,686.15
4,224,204.79
C1246439562
10,034
0
0
0
6
CASH_IN
96,300.34
C1486273013
4,224,204.79
4,320,505.13
C1750563752
425,810.46
160,101.66
0
0
6
CASH_IN
106,019.41
C1255723887
4,320,505.13
4,426,524.54
C1396827930
287,335
205,908.67
0
0
6
CASH_IN
14,768.26
C1957019376
4,426,524.54
4,441,292.8
C665576141
6,227,828.76
5,954,556.4
0
0
6
CASH_IN
434,517.44
C1757718624
4,441,292.8
4,875,810.25
C306206744
7,212,719.44
6,778,202
0
0
6
CASH_IN
8,887.01
C91286940
4,875,810.25
4,884,697.26
C911998047
15,112
0
0
0
6
CASH_IN
95,670.52
C155129334
4,884,697.26
4,980,367.78
C766681183
12,362,816.81
13,447,674.95
0
0
6
CASH_IN
588,327.76
C1345611807
4,980,367.78
5,568,695.54
C977993101
962,737.6
847,149.78
0
0
6
CASH_IN
290,002.35
C503209425
5,568,695.54
5,858,697.89
C644345897
652,290.45
277,219.24
0
0
6
PAYMENT
1,161.92
C534798335
53,009
51,847.08
M1845590352
0
0
0
0
6
DEBIT
7,821.8
C486965279
19,353
11,531.2
C1814361629
103,160
110,981.8
0
0