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
CASH_OUT
65,112.61
C191696935
0
0
C530216580
132,681.54
197,794.16
0
0
8
CASH_OUT
4,317.84
C837093615
0
0
C228669487
72,388.53
76,706.37
0
0
8
CASH_OUT
142,345.12
C388295157
0
0
C1684776894
411,370.62
553,715.73
0
0
8
CASH_OUT
132,402.8
C1940964870
0
0
C554025243
140,679.96
273,082.76
0
0
8
CASH_OUT
62,602.05
C280960127
0
0
C689651304
198,023.81
260,625.86
0
0
8
CASH_OUT
147,825.15
C151309559
0
0
C1536728605
156,885.43
104,142.79
0
0
8
CASH_OUT
156,231.4
C962586467
0
0
C1682576062
484,917.54
366,932.33
0
0
8
CASH_OUT
151,755.4
C1286248120
0
0
C2077672286
919,831.61
1,071,587.01
0
0
8
CASH_OUT
155,103.13
C605956022
0
0
C1099915107
259,922.78
415,025.91
0
0
8
CASH_OUT
36,574.67
C189932726
0
0
C283747838
66,998.7
103,573.36
0
0
8
CASH_OUT
173,195.5
C1307618880
0
0
C1334973394
1,248,420.02
1,421,615.52
0
0
8
CASH_OUT
46,485.22
C1442311696
0
0
C1788314109
208,023
0
0
0
8
CASH_OUT
269,376.43
C8474767
0
0
C1200314947
909,320.07
994,391.7
0
0
8
CASH_OUT
84,998.56
C451720125
0
0
C2107268831
538,378.45
623,377.01
0
0
8
CASH_OUT
88,231.89
C1386650638
0
0
C1725571079
315,433.94
603,117.35
0
0
8
CASH_OUT
366,654.32
C952856356
0
0
C508000580
759,901.17
1,547,638.64
0
0
8
CASH_OUT
319,358.13
C851723674
0
0
C1107146140
1,043,515.58
1,655,416.88
0
0
8
CASH_OUT
213,684.65
C1305110820
0
0
C1260889084
296,645.14
510,329.79
0
0
8
PAYMENT
8,998.89
C728418943
9,410
411.11
M1220223609
0
0
0
0
8
PAYMENT
17,453.59
C1480803937
0
0
M1188992772
0
0
0
0
8
PAYMENT
17,267.62
C991593618
0
0
M715374946
0
0
0
0
8
CASH_OUT
159,584.49
C1746008601
32
0
C564160838
86,465.84
246,050.32
0
0
8
TRANSFER
197,956.83
C1514485416
179,415
0
C1172704377
0
197,956.83
0
0
8
CASH_OUT
276,038.58
C898893670
10,439
0
C722844186
7,030.01
283,068.59
0
0
8
CASH_OUT
132,938.88
C17332327
6,132
0
C663202788
224,301.85
163,013.28
0
0
8
PAYMENT
11,686.24
C1722714989
83
0
M363659622
0
0
0
0
8
CASH_IN
176,827.22
C9931650
689,563.66
866,390.88
C250289324
0
0
0
0
8
PAYMENT
310.36
C1109262519
866,390.88
866,080.52
M1358503546
0
0
0
0
8
CASH_IN
59,353.47
C765625138
515
59,868.47
C1750350389
0
0
0
0
8
PAYMENT
15,426
C299222687
59,868.47
44,442.47
M595355562
0
0
0
0
8
PAYMENT
2,582.98
C1005500273
144,287
141,704.02
M49027117
0
0
0
0
8
CASH_IN
66,924.47
C1035130833
105,132
172,056.47
C490150701
2,050,523.52
1,983,599.05
0
0
8
CASH_OUT
72,148.21
C2108925690
172,056.47
99,908.25
C1100871710
131,953.44
204,101.65
0
0
8
PAYMENT
16,006.44
C866697986
20,092
4,085.56
M1365743658
0
0
0
0
8
PAYMENT
277.34
C2059456904
70,331
70,053.66
M446966876
0
0
0
0
8
CASH_IN
95,730.29
C1868651737
80,553
176,283.29
C1740000325
0
0
0
0
8
TRANSFER
660,006.04
C36319191
178,918
0
C381605910
99,866.13
759,872.18
0
0
8
CASH_IN
157,798.07
C2115695243
20,645
178,443.07
C1849933855
330,505.41
172,707.34
0
0
8
PAYMENT
21,633.81
C1164441560
11,280
0
M537263161
0
0
0
0
8
CASH_OUT
266,679.68
C1929526137
396,043
129,363.32
C713039134
0
440,859.17
0
0
8
PAYMENT
2,170.08
C1512378680
67,169.11
64,999.03
M537322643
0
0
0
0
8
CASH_OUT
256,361.28
C804073630
64,999.03
0
C1226372269
7,924,742.73
8,181,104.01
0
0
8
PAYMENT
6,642.48
C1297489897
97,564
90,921.52
M1057516458
0
0
0
0
8
PAYMENT
6,259.72
C675095204
1,867,924.12
1,861,664.4
M1846714109
0
0
0
0
8
CASH_OUT
193,359.17
C323386753
1,861,664.4
1,668,305.23
C1692142175
770,367.08
963,726.26
0
0
8
CASH_OUT
59,119.88
C1877938552
1,668,305.23
1,609,185.35
C1167066016
985,663.07
641,979.14
0
0
8
CASH_OUT
7,514.37
C780543523
1,609,185.35
1,601,670.97
C1337741679
4,356,021.53
4,670,415.04
0
0
8
CASH_OUT
269,599.3
C1410965624
1,601,670.97
1,332,071.67
C1166654566
735,835.14
851,662.52
0
0
8
CASH_OUT
159,772.91
C1955816719
1,332,071.67
1,172,298.77
C954723689
420,280.93
580,053.83
0
0
8
CASH_OUT
341,119.86
C1667288628
1,172,298.77
831,178.91
C1485516154
11,329,960.54
11,477,233.99
0
0
8
CASH_OUT
91,117.31
C2085112645
831,178.91
740,061.59
C782432613
492,465.75
561,064.37
0
0
8
CASH_OUT
518,717.14
C1699426004
740,061.59
221,344.45
C1727565779
6,611,204.49
7,117,684.54
0
0
8
CASH_OUT
657,655.17
C178230383
221,344.45
0
C762570948
2,914,804
3,572,459.17
0
0
8
CASH_OUT
94,355.2
C1877736038
0
0
C1572600325
772,638.2
866,993.4
0
0
8
CASH_OUT
6,832.3
C1363646141
0
0
C599968109
1,157,855.04
1,235,102.24
0
0
8
CASH_OUT
135,140.87
C1841704911
0
0
C1432387181
442,448.03
577,588.9
0
0
8
CASH_OUT
171,173.19
C462217972
0
0
C1575652338
261,792.45
451,573.22
0
0
8
CASH_OUT
301,955.54
C721683241
0
0
C927008541
534,854.14
836,809.68
0
0
8
CASH_OUT
177,935.13
C1184598666
0
0
C2125012025
193,075.86
371,010.98
0
0
8
CASH_OUT
173,036.62
C452947393
0
0
C778559237
263,843.91
436,880.53
0
0
8
CASH_OUT
102,063
C1721280296
0
0
C1689374891
753,577.89
855,640.88
0
0
8
CASH_OUT
55,337.21
C1838087577
0
0
C759994182
55,901.2
111,238.42
0
0
8
CASH_OUT
69,523.68
C2010899832
0
0
C1570560183
95,826.34
165,350.02
0
0
8
CASH_OUT
47,616.58
C371920679
0
0
C1316198760
278,040.59
325,657.17
0
0
8
CASH_OUT
191,767.02
C891902765
0
0
C2116153614
1,807,658.15
2,149,801.99
0
0
8
CASH_OUT
87,572.69
C793840164
0
0
C1306439078
200,487.8
288,060.49
0
0
8
CASH_OUT
155,482.66
C126474899
0
0
C1203094087
220,352.96
375,835.62
0
0
8
CASH_OUT
102,585.23
C1226162034
0
0
C1210180003
1,210,777.71
1,313,362.94
0
0
8
CASH_OUT
100,774.49
C916088142
0
0
C1354725727
4,429,111.96
4,529,886.44
0
0
8
CASH_OUT
40,674.96
C289233299
0
0
C1877453512
621,142.18
661,817.14
0
0
8
CASH_OUT
167,947.79
C1479099493
0
0
C1095446005
234,336.3
402,284.09
0
0
8
CASH_OUT
246,438.62
C1017351741
0
0
C593596322
743,867.58
990,306.21
0
0
8
CASH_OUT
127,693.88
C1500916978
0
0
C1479553213
294,618
442,355.24
0
0
8
CASH_OUT
51,878.28
C578557838
0
0
C1915163610
1,180,989.38
1,232,867.65
0
0
8
CASH_OUT
192,002.69
C811886024
0
0
C2036762590
795,487.35
987,490.04
0
0
8
CASH_OUT
142,101.72
C278316959
0
0
C2050019814
1,986,836.48
2,128,938.2
0
0
8
CASH_OUT
192,621
C2020571331
0
0
C1065997164
2,773,829.8
2,826,797.81
0
0
8
CASH_OUT
191,950.23
C988663847
0
0
C1504109395
4,133,038.2
4,324,988.42
0
0
8
CASH_OUT
245,643.08
C691320983
0
0
C668345982
633,956.46
879,599.54
0
0
8
CASH_OUT
43,968.36
C263731217
0
0
C655391383
259,818.79
303,787.15
0
0
8
CASH_OUT
183,731.37
C202563653
0
0
C219913687
675,241.58
858,972.95
0
0
8
CASH_OUT
269,873.07
C1479177480
0
0
C1323741703
1,696,977.29
1,966,850.36
0
0
8
CASH_OUT
7,901.49
C1423351450
0
0
C2120528456
649,222.64
657,124.13
0
0
8
CASH_OUT
50,501.05
C450907297
0
0
C1134976854
705,575.58
756,076.63
0
0
8
CASH_OUT
155,548.45
C32212848
0
0
C2032924554
6,405,945.16
6,561,493.61
0
0
8
CASH_OUT
58,556.62
C182591600
0
0
C277510102
912,193.06
970,749.68
0
0
8
CASH_OUT
153,706.87
C1788890616
0
0
C542895457
181,659.75
31,686.49
0
0
8
CASH_OUT
177,630.66
C1925022025
0
0
C1348373832
753,763.94
1,072,919.03
0
0
8
CASH_OUT
153,726.48
C800082025
0
0
C648021642
170,614.32
324,340.8
0
0
8
CASH_OUT
22,988.06
C877268047
0
0
C1014255081
78,448.32
101,436.38
0
0
8
CASH_OUT
46,007.29
C1559054515
0
0
C71555810
272,316.14
318,323.43
0
0
8
PAYMENT
187.16
C1111768494
613,314.85
613,127.69
M1864025743
0
0
0
0
8
TRANSFER
1,273,496.01
C190220119
613,127.69
0
C787040724
2,132,696.75
4,039,814.03
0
0
8
PAYMENT
8,985
C1036578398
119,116
110,131
M1577196804
0
0
0
0
8
PAYMENT
1,837.2
C1729468149
6,579
4,741.8
M1481038207
0
0
0
0
8
PAYMENT
4,882.6
C570844727
0
0
M1814213966
0
0
0
0
8
CASH_OUT
345,219.7
C667628545
0
0
C208427878
993,203.44
1,454,807.63
0
0
8
PAYMENT
10,409.24
C1235782822
72,983
62,573.76
M1485728890
0
0
0
0
8
TRANSFER
349,159.65
C570370784
35,995
0
C755355682
0
349,159.65
0
0
8
PAYMENT
9,145.96
C1600809442
4,168
0
M1386877717
0
0
0
0