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_IN
25,758.34
C538898640
1,901,226.15
1,926,984.49
C79337380
40,133
0
0
0
8
CASH_IN
98,145.04
C1783662732
11,170
109,315.04
C1110363011
0
0
0
0
8
CASH_IN
237,934.15
C139384775
53,671
291,605.15
C773245323
107,137
0
0
0
8
PAYMENT
11,158.13
C955816962
7,108
0
M1874289597
0
0
0
0
8
PAYMENT
4,679.31
C30249519
54,248
49,568.69
M2135133502
0
0
0
0
8
CASH_OUT
151,793.74
C52893272
14,323
0
C510113906
11,101.36
162,895.1
0
0
8
TRANSFER
786,295.92
C1465464586
90,300
0
C541307861
17,521
499,524.74
0
0
8
PAYMENT
1,168.88
C979933988
62
0
M1495391018
0
0
0
0
8
PAYMENT
13,802.7
C1653572480
56,710
42,907.3
M2087721404
0
0
0
0
8
CASH_OUT
103,178.77
C37686445
21,124
0
C1289453529
0
136,750.07
0
0
8
PAYMENT
1,942.96
C1427144523
274
0
M1260221930
0
0
0
0
8
DEBIT
4,677.44
C937179340
131,268
126,590.56
C1069131391
1,089,356.26
1,153,204.01
0
0
8
PAYMENT
6,402.51
C1299972350
99,926
93,523.49
M465622077
0
0
0
0
8
PAYMENT
11,738.52
C1003638922
17,829.85
6,091.33
M1830688100
0
0
0
0
8
PAYMENT
12,550.45
C1078494153
6,091.33
0
M1572128449
0
0
0
0
8
TRANSFER
610,493.06
C1951112189
201,747
0
C1115240385
374,895.28
1,008,238.91
0
0
8
TRANSFER
490,250.22
C1776485669
445,981
0
C176203926
863,518.19
1,353,768.41
0
0
8
PAYMENT
9,137.65
C1831961883
49,252
40,114.35
M373867698
0
0
0
0
8
PAYMENT
11,023.56
C1047802357
6,484
0
M1330630963
0
0
0
0
8
TRANSFER
1,374,522.29
C783781020
98
0
C85545239
791
307,695.46
0
0
8
TRANSFER
587,584.01
C2114629804
0
0
C2006081398
3,422,160.05
4,743,010.67
0
0
8
TRANSFER
3,046,406.72
C1634651393
0
0
C1446521801
8,680,440.49
11,698,172.69
0
0
8
TRANSFER
1,128,737.49
C1343835734
0
0
C184253187
8,078,593.3
10,206,620.58
0
0
8
TRANSFER
1,988,555.18
C1113123749
0
0
C447691425
5,085,287.76
6,795,453.82
0
0
8
TRANSFER
1,699,660.57
C1769782418
0
0
C1761353343
2,086,265.25
5,270,364.19
0
0
8
TRANSFER
661,778.42
C2121097849
0
0
C496695089
1,174,197.11
1,908,925.89
0
0
8
TRANSFER
293,634.25
C1679616028
0
0
C2109470512
3,403,147.02
6,787,849.45
0
0
8
TRANSFER
515,736.76
C1637626617
0
0
C1751073738
8,360,101.92
8,875,838.69
0
0
8
TRANSFER
2,713,839.59
C1829276276
0
0
C985934102
5,949,577.01
8,663,416.6
0
0
8
TRANSFER
66,554.85
C2028163846
0
0
C1222590577
684,245.68
1,196,871.13
0
0
8
TRANSFER
655,492.15
C2075924494
0
0
C2001120792
1,049,297.72
1,257,854.82
0
0
8
TRANSFER
697,468.44
C2067265146
0
0
C1248712846
835,438.74
1,788,431.11
0
0
8
TRANSFER
77,889.29
C1380288578
0
0
C956986674
880,384.69
1,494,748.17
0
0
8
TRANSFER
259,260.34
C819763823
0
0
C787040724
1,451,474.29
4,039,814.03
0
0
8
TRANSFER
362,582.35
C733714450
0
0
C1725775569
502,719.92
983,990.12
0
0
8
TRANSFER
838,333.81
C1878732601
0
0
C1031639563
5,073,410.09
5,739,012.22
0
0
8
TRANSFER
1,907,082.33
C293780764
0
0
C1825174365
4,891,336.66
6,657,580.62
0
0
8
TRANSFER
174,451.49
C1171870369
0
0
C667346055
12,534,525.33
17,132,106.53
0
0
8
TRANSFER
19,129.25
C852830464
0
0
C1676792692
203,647.61
92,583.01
0
0
8
PAYMENT
6,830.23
C81873540
2,014.33
0
M9399641
0
0
0
0
8
PAYMENT
2,242.54
C256666547
0
0
M340450931
0
0
0
0
8
PAYMENT
14,446.06
C443618068
353,718.94
339,272.88
M1634685094
0
0
0
0
8
PAYMENT
12,892.39
C219328203
339,272.88
326,380.48
M1332297820
0
0
0
0
8
PAYMENT
15,580.56
C1561465622
82,034
66,453.44
M1180926578
0
0
0
0
8
PAYMENT
6,559.35
C1579096195
167
0
M1534187708
0
0
0
0
8
CASH_OUT
161,689.67
C381090407
0
0
C1186256103
751,146.99
4,999,613.43
0
0
8
PAYMENT
6,966.49
C1285331665
39,741
32,774.51
M1793149121
0
0
0
0
8
PAYMENT
5,074.73
C1065408793
20,970
15,895.27
M507803980
0
0
0
0
8
PAYMENT
9,388.92
C916861511
20,645
11,256.08
M1457640210
0
0
0
0
8
CASH_OUT
128,060.98
C1871745222
1,088
0
C1548833119
13,612
0
0
0
8
PAYMENT
1,247.92
C1386420833
106,534
105,286.08
M1435512440
0
0
0
0
8
PAYMENT
5,321.09
C221322907
25,721
20,399.91
M1716304219
0
0
0
0
8
CASH_OUT
123,146.78
C745981921
45,808.08
0
C1807896178
89,748.43
324,294.59
0
0
8
CASH_OUT
203,852
C2017583097
0
0
C405881980
2,391,790.79
3,078,509.79
0
0
8
CASH_OUT
310,520.51
C2105660332
0
0
C1046102247
1,135,741.58
1,694,020.5
0
0
8
CASH_OUT
225,212.47
C2122595110
0
0
C741431520
566,764.68
731,077.5
0
0
8
CASH_OUT
280,950.66
C1691853528
0
0
C185353840
732,981.85
1,610,015.74
0
0
8
CASH_OUT
102,142.33
C304027564
0
0
C2100990049
167,009.4
0
0
0
8
CASH_OUT
777,092.27
C1634773744
0
0
C413177525
2,469,815.34
3,489,392.77
0
0
8
CASH_OUT
565,919.05
C1056104691
0
0
C669419693
1,214,991.6
4,692,432.3
0
0
8
CASH_OUT
204,318.51
C1735017623
0
0
C683605346
975,000.08
1,371,546.23
0
0
8
CASH_OUT
102,655.41
C228760993
0
0
C1730752455
2,362,501.58
5,008,592.32
0
0
8
CASH_OUT
84,991.01
C1776390607
0
0
C191614132
875,944.43
2,122,191.07
0
0
8
CASH_OUT
154,760.82
C1086132600
0
0
C1185525558
1,529,504.49
1,374,865.05
0
0
8
CASH_OUT
71,433.79
C1975958276
0
0
C952219856
586,910.44
821,571.37
0
0
8
CASH_OUT
35,025.56
C1821409160
0
0
C1323741703
106,238.48
1,966,850.36
0
0
8
CASH_OUT
5,610.79
C161145916
0
0
C939693702
568,861.27
467,197.09
0
0
8
CASH_OUT
180,731.22
C562303654
0
0
C1677727024
203,769.8
388,853.85
0
0
8
CASH_OUT
136,124.18
C1633321737
0
0
C2013342140
227,034.66
363,158.84
0
0
8
CASH_OUT
64,272.86
C240770197
0
0
C1515704208
14,760,234.72
15,505,523.11
0
0
8
CASH_OUT
22,268.46
C1354523238
0
0
C1880332929
14,779,158.64
14,299,084.37
0
0
8
CASH_OUT
214,398.06
C1361861621
6,404.09
0
C1732292969
0
105,847.94
0
0
8
PAYMENT
4,310.46
C1692125202
0
0
M614862184
0
0
0
0
8
CASH_IN
184,061.97
C398124232
141,264.05
325,326.01
C1894207825
8,732
631,610.32
0
0
8
CASH_IN
74,415.25
C620422713
325,326.01
399,741.27
C1979080020
293,069.23
208,520.8
0
0
8
CASH_IN
287,022.66
C517681644
399,741.27
686,763.93
C1777285191
1,066,118.24
122,017.44
0
0
8
CASH_IN
324,962.24
C176337426
686,763.93
1,011,726.17
C458582664
13,164,960.44
12,776,817.91
0
0
8
CASH_IN
568,011.47
C1256102702
1,011,726.17
1,579,737.64
C1060563153
603,395.36
844,861.56
0
0
8
CASH_IN
117,085.55
C963016546
1,579,737.64
1,696,823.19
C2013691076
792,074.03
926,590.63
0
0
8
CASH_IN
242,456.88
C2130015731
1,696,823.19
1,939,280.07
C725400620
243,495.14
1,038.26
0
0
8
CASH_OUT
281,194.85
C1635277341
17,004
0
C1256728724
0
82,971.16
0
0
8
PAYMENT
8,515.55
C1606531831
55,284
46,768.45
M1427512074
0
0
0
0
8
CASH_IN
354,256.79
C1685174
19,948
374,204.79
C837804180
0
0
0
0
8
CASH_OUT
268,877.38
C588430362
374,204.79
105,327.41
C703957828
1,928,975.27
4,327,929.06
0
0
8
TRANSFER
656,089.24
C1909894285
32,287
0
C1340707077
29,165
685,254.24
0
0
8
CASH_IN
262,935.84
C343750646
674,988.48
937,924.32
C657670477
5,789
0
0
0
8
PAYMENT
11,333.69
C1503432649
937,924.32
926,590.63
M1876429452
0
0
0
0
8
PAYMENT
7,440.67
C724463934
274,619
267,178.33
M1452355882
0
0
0
0
8
PAYMENT
2,832.94
C1800281846
29,616
26,783.06
M1148056953
0
0
0
0
8
PAYMENT
4,827.13
C479382347
316,008
311,180.87
M1129685394
0
0
0
0
8
PAYMENT
5,815.76
C1492631200
79,237
73,421.24
M1939492602
0
0
0
0
8
PAYMENT
11,618.27
C2035813201
117,016
105,397.73
M401571033
0
0
0
0
8
PAYMENT
210.35
C1913176634
105,397.73
105,187.38
M1405398815
0
0
0
0
8
CASH_OUT
340,780.47
C1795110069
456
0
C851772371
62,611.55
729,460.09
0
0
8
PAYMENT
4,607.55
C110793863
65,673
61,065.45
M842502012
0
0
0
0
8
PAYMENT
4,796.88
C1149067890
293,623.63
288,826.75
M1463074004
0
0
0
0
8
CASH_OUT
150,076.36
C89666585
288,826.75
138,750.38
C339099861
421,347.6
393,406.66
0
0
8
CASH_OUT
190,167.94
C194643873
95,382
0
C1680630881
11,865.12
29,752.47
0
0
8
CASH_OUT
258,257.67
C618371666
33,846
0
C363330984
0
667,093.53
0
0
8
CASH_OUT
174,198.79
C1450921985
22,408
0
C1226372269
7,316,825.15
8,181,104.01
0
0