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
1,085.12
C1458441469
100,915.81
99,830.69
M1617272594
0
0
0
0
8
PAYMENT
10,766.51
C1310592215
99,830.69
89,064.18
M1553941494
0
0
0
0
8
PAYMENT
8,028.41
C2049975676
89,064.18
81,035.77
M920762407
0
0
0
0
8
PAYMENT
3,819.95
C145191576
81,035.77
77,215.82
M780206217
0
0
0
0
8
PAYMENT
10,692.64
C1432472544
77,215.82
66,523.17
M1853514219
0
0
0
0
8
PAYMENT
13,362.96
C1568337166
66,523.17
53,160.22
M2069441376
0
0
0
0
8
PAYMENT
2,508.37
C540852512
53,160.22
50,651.85
M502569461
0
0
0
0
8
PAYMENT
9,693.17
C392959448
50,651.85
40,958.68
M626798206
0
0
0
0
8
PAYMENT
15,787.51
C1664077364
40,958.68
25,171.18
M1521342613
0
0
0
0
8
PAYMENT
14,947.06
C764986573
25,171.18
10,224.11
M1777541342
0
0
0
0
8
PAYMENT
23,481.31
C1949306298
10,224.11
0
M1080892121
0
0
0
0
8
PAYMENT
9,933.47
C733479093
0
0
M1530732748
0
0
0
0
8
PAYMENT
767.38
C798272460
0
0
M117954357
0
0
0
0
8
PAYMENT
10,213.13
C1817301704
0
0
M1591256270
0
0
0
0
8
PAYMENT
2,362.7
C1410907666
0
0
M1830774235
0
0
0
0
8
PAYMENT
16,088.33
C255474978
0
0
M350160607
0
0
0
0
8
PAYMENT
10,655.76
C86430328
0
0
M327241402
0
0
0
0
8
PAYMENT
8,730.04
C1292677829
0
0
M562670661
0
0
0
0
8
PAYMENT
12,554.95
C311365406
39,045
26,490.05
M191002475
0
0
0
0
8
TRANSFER
1,030,502.57
C600860248
1,056
0
C1413055366
934
4,023,834.75
0
0
8
PAYMENT
5,436.44
C1331109347
29,212
23,775.56
M625609960
0
0
0
0
8
CASH_OUT
257,927.93
C1024196101
10,016
0
C1200417755
7,921.29
1,411,708.67
0
0
8
PAYMENT
7,968.2
C499756378
0
0
M1778778885
0
0
0
0
8
CASH_IN
89,641.07
C526286817
14,838
104,479.07
C936455438
94,701.05
0
0
0
8
CASH_OUT
305,755.43
C2101821913
104,479.07
0
C1761353343
2,117,142.42
5,270,364.19
0
0
8
CASH_OUT
24,587.58
C758419542
0
0
C1619282151
31,421.2
88,947.02
0
0
8
CASH_IN
39,803.02
C2012262622
4,243
44,046.02
C1196307684
0
1,779,906.29
0
0
8
CASH_IN
23,562.24
C457009334
143
23,705.24
C309167705
468,335.84
102,587.94
0
0
8
CASH_IN
57,658.11
C1546890113
45,659
103,317.11
C351394592
0
65,016.19
0
0
8
PAYMENT
5,144.47
C1435252337
41,907
36,762.53
M654838366
0
0
0
0
8
PAYMENT
36,360.02
C1468055249
36,762.53
402.52
M372144131
0
0
0
0
8
PAYMENT
15,217.32
C572910345
21,429
6,211.68
M1167613929
0
0
0
0
8
PAYMENT
11,602.39
C398202813
6,211.68
0
M1924635433
0
0
0
0
8
CASH_OUT
62,285.48
C2135382997
68,755
6,469.52
C278407008
77,826.7
136,405.86
0
0
8
CASH_IN
198,350.17
C2024219843
2,989
201,339.17
C1456465598
454,794.75
87,715.94
0
0
8
PAYMENT
9,269.9
C257017237
42,783
33,513.1
M1097955717
0
0
0
0
8
TRANSFER
1,370,353.1
C78453645
691,991.74
0
C1823908748
9,116
0
0
0
8
PAYMENT
5,298.53
C1173202663
0
0
M1142009506
0
0
0
0
8
PAYMENT
11,015.39
C241584884
0
0
M1652251078
0
0
0
0
8
CASH_OUT
270,952.22
C1242104304
11,022
0
C182799539
13,225
116,966.06
0
0
8
PAYMENT
16,425.44
C61133485
100,554
84,128.56
M1059658183
0
0
0
0
8
PAYMENT
17,933.01
C128238221
41,234
23,300.99
M94389512
0
0
0
0
8
CASH_IN
452,324.72
C540331691
499,471
951,795.72
C1701412896
0
21,471.24
0
0
8
PAYMENT
14,694.61
C1470372939
6,298
0
M1983192216
0
0
0
0
8
PAYMENT
9,480.75
C1908051795
14,096
4,615.25
M2013087321
0
0
0
0
8
PAYMENT
4,201.79
C5003945
5,225
1,023.21
M1589860324
0
0
0
0
8
CASH_IN
144,333.07
C2066123640
36,419
180,752.07
C1127705091
370,342.2
0
0
0
8
PAYMENT
2,999.83
C1727317451
10,549
7,549.17
M68108974
0
0
0
0
8
PAYMENT
16,382.9
C1077365180
13,108
0
M252016521
0
0
0
0
8
PAYMENT
4,230.46
C1327444287
20,801
16,570.54
M830144576
0
0
0
0
8
CASH_OUT
208,079.59
C1274791290
16,570.54
0
C1436838899
325,901.29
0
0
0
8
TRANSFER
245,550.79
C1868974771
19,909
0
C1700355047
344,066.09
1,455,482.66
0
0
8
CASH_OUT
121,586.86
C1506154665
0
0
C979387846
170,082.99
1,142,330.03
0
0
8
CASH_OUT
262,189.36
C819358417
62,951
0
C1552859894
51,972
3,018,034.04
0
0
8
CASH_IN
267,539.87
C630434212
12,860
280,399.87
C1501225322
48,292
0
0
0
8
PAYMENT
103.33
C2029870199
9,662
9,558.67
M295112849
0
0
0
0
8
CASH_IN
304,245.56
C311713936
11,014
315,259.56
C1406026215
94,119
34,141.18
0
0
8
CASH_OUT
226,316.78
C712127983
315,259.56
88,942.78
C674913323
1,240,187.69
4,984,485.97
0
0
8
CASH_OUT
48,644
C947833394
7,133
0
C1459035867
0
48,644
0
0
8
PAYMENT
6,541.43
C289687092
0
0
M543503468
0
0
0
0
8
PAYMENT
1,252.69
C453226690
41,193
39,940.31
M1440925386
0
0
0
0
8
PAYMENT
13,639.86
C1722044324
75,781
62,141.14
M1877721416
0
0
0
0
8
PAYMENT
3,419.03
C1768483287
33,829
30,409.97
M713008806
0
0
0
0
8
TRANSFER
1,024,783.48
C1851917602
214,627
0
C193625667
0
2,526,131
0
0
8
PAYMENT
8,959.4
C1605527591
20,748
11,788.6
M1908020311
0
0
0
0
8
CASH_OUT
17,819.15
C648529488
76,428
58,608.85
C483817115
322
10,014,348.15
0
0
8
PAYMENT
3,872.08
C1486003379
30,074
26,201.92
M346895574
0
0
0
0
8
PAYMENT
6,074.94
C890540728
26,201.92
20,126.98
M765019916
0
0
0
0
8
PAYMENT
2,024.52
C1629630728
20,479
18,454.48
M483697278
0
0
0
0
8
PAYMENT
10,421.54
C230978062
51,408
40,986.46
M1786963357
0
0
0
0
8
PAYMENT
15,055.25
C450376628
140,698
125,642.75
M598128067
0
0
0
0
8
PAYMENT
4,802.54
C224192443
1,514
0
M1888441728
0
0
0
0
8
CASH_OUT
366,716.77
C730963382
0
0
C1505755152
11,099,560.44
14,646,239.59
0
0
8
PAYMENT
4,078.48
C1032793514
72,455
68,376.52
M1468294303
0
0
0
0
8
TRANSFER
340,846.07
C1563232442
169
0
C1022680775
71,835.64
1,070,858.6
0
0
8
CASH_IN
108,608.1
C2054574724
26,904
135,512.1
C1445073744
36,003
0
0
0
8
CASH_OUT
518,042.29
C1045479965
1,680
0
C1880901678
0
293,199.16
0
0
8
CASH_OUT
162,344.86
C1241835988
264,556
102,211.14
C428796726
477,731.65
847,656.86
0
0
8
CASH_OUT
154,861.07
C2136559862
102,211.14
0
C619068319
422,516.39
225,745.92
0
0
8
CASH_OUT
46,931.71
C930336747
86,906
39,974.29
C2137356424
81,215
54,054.25
0
0
8
PAYMENT
7,468.06
C252425010
50,293
42,824.94
M1647092046
0
0
0
0
8
PAYMENT
7,937.84
C1464304413
42,824.94
34,887.1
M2120356489
0
0
0
0
8
PAYMENT
2,628.62
C740469844
15,486
12,857.38
M730025551
0
0
0
0
8
CASH_OUT
385,954.62
C1085767497
12,857.38
0
C909295153
10,267,817.6
10,946,293.06
0
0
8
CASH_IN
16,904.17
C774888332
3,797
20,701.17
C1538745405
40,362.35
23,458.17
0
0
8
TRANSFER
3,007,043.04
C399938065
20,701.17
0
C803116137
19,738,116.67
23,768,107.88
0
0
8
TRANSFER
259,493.52
C638994322
100,513
0
C24404443
137,724.93
2,045,840.62
0
0
8
PAYMENT
4,615.35
C1570777390
5,582
966.65
M218327725
0
0
0
0
8
PAYMENT
11,956.24
C778450694
46,485
34,528.76
M978898831
0
0
0
0
8
PAYMENT
14,711.06
C1726838963
174,615
159,903.94
M1890394305
0
0
0
0
8
PAYMENT
3,637.73
C1869412309
159,903.94
156,266.21
M330590464
0
0
0
0
8
PAYMENT
981.62
C512865061
1,078
96.38
M119743262
0
0
0
0
8
CASH_OUT
57,727.14
C268025456
29,032
0
C306285887
479,791.39
1,458,658.26
0
0
8
PAYMENT
10,981.19
C1060453094
569,078
558,096.81
M741260990
0
0
0
0
8
CASH_OUT
20,950.46
C847987702
83,819
62,868.54
C1179975227
80,919
0
0
0
8
PAYMENT
2,722.26
C1891856873
5,802
3,079.74
M1714919197
0
0
0
0
8
CASH_OUT
87,715.88
C1060441643
31,813
0
C695653925
0
61,778.84
0
0
8
TRANSFER
2,325,148.88
C1472822984
0
0
C1141137903
8,557,728.3
14,068,690.23
0
0
8
CASH_OUT
67,222.8
C1022235105
31,458
0
C1177315507
1,624
167,652.31
0
0
8
PAYMENT
9,890.32
C1723594270
15,111
5,220.68
M1911089332
0
0
0
0