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
9
PAYMENT
24,393.19
C1649333574
217
0
M2073782549
0
0
0
0
9
PAYMENT
2,446.72
C358448543
130,668
128,221.28
M1828112574
0
0
0
0
9
PAYMENT
4,651.29
C2022102147
41,775
37,123.71
M1484114247
0
0
0
0
9
CASH_OUT
40,260.8
C649786963
845
0
C837588739
1,089,378.13
1,425,228.17
0
0
9
CASH_OUT
105,063.27
C2085845250
11,110
0
C1559145228
82,996.57
302,187.71
0
0
9
CASH_IN
46,371.98
C843028679
90,723
137,094.98
C812932220
0
0
0
0
9
CASH_OUT
195,778.02
C1156993078
5,062
0
C456920797
482,865
678,643.02
0
0
9
TRANSFER
1,221,935.41
C890187413
10,045
0
C1038434218
30,087
1,247,938.01
0
0
9
TRANSFER
2,453,916.73
C1383324255
41,821
0
C134623499
0
2,493,471.97
0
0
9
PAYMENT
227.14
C474257782
415
187.86
M1782910248
0
0
0
0
9
PAYMENT
22,590.49
C645070195
187.86
0
M1788836544
0
0
0
0
9
PAYMENT
22,114.52
C1378406860
0
0
M273070828
0
0
0
0
9
CASH_OUT
319,383.92
C560874738
167
0
C1067741229
0
290,155.34
0
0
9
CASH_OUT
384,362.01
C817259365
0
0
C1935365522
533,977.04
918,339.04
0
0
9
CASH_OUT
185,285.46
C604271118
1,290
0
C1496845040
513,584
683,973.73
0
0
9
CASH_OUT
117,093.24
C28327352
10,423
0
C363330984
701,465.13
1,383,628.36
0
0
9
PAYMENT
14,583.17
C1378525352
10,553
0
M1359240387
0
0
0
0
9
TRANSFER
437,974.09
C1452785903
82,478
0
C893953614
76,145.83
514,119.92
0
0
9
CASH_IN
23,298.34
C1447717496
32,000
55,298.34
C1713970768
19,957
0
0
0
9
PAYMENT
16,720.8
C1373814777
59
0
M577966914
0
0
0
0
9
PAYMENT
3,681.27
C1242251099
51,872
48,190.73
M1335334344
0
0
0
0
9
CASH_IN
186,543.95
C198112948
9,223
195,766.95
C967609356
0
0
0
0
9
CASH_IN
42,535.79
C832380300
294,120
336,655.79
C1461657245
1,183,290.84
1,823,878.57
0
0
9
PAYMENT
25,481.39
C587144451
840
0
M1362490689
0
0
0
0
9
CASH_OUT
134,573.26
C758301317
127
0
C61462541
47,075
1,302,188.51
0
0
9
CASH_OUT
51,148.28
C1947917266
0
0
C966704622
1,261,174.02
1,313,478.87
0
0
9
CASH_OUT
75,878.41
C785897303
136
0
C1383963902
105,780
270,296.87
0
0
9
CASH_OUT
117,157.98
C1345761329
0
0
C1633271169
561,597.01
678,754.99
0
0
9
CASH_OUT
445,948.57
C1798010456
0
0
C1911222122
743,440.71
1,166,437.53
0
0
9
PAYMENT
36,802.02
C1238234276
21,556
0
M1496383397
0
0
0
0
9
PAYMENT
3,126.82
C1013083018
16,901
13,774.18
M214647784
0
0
0
0
9
PAYMENT
2,068.72
C713424385
19,333
17,264.28
M1947656483
0
0
0
0
9
CASH_OUT
106,408.86
C1527245328
17,473
0
C38769879
15,217
121,625.86
0
0
9
CASH_IN
401,074.96
C226834075
24,655
425,729.96
C149330132
33,351
0
0
0
9
CASH_IN
97,260.38
C150320348
60,560
157,820.38
C2094708332
0
0
0
0
9
PAYMENT
8,850.36
C1260999448
92,766
83,915.64
M790263559
0
0
0
0
9
CASH_IN
179,444.68
C185580945
320,843.31
500,287.98
C1163702733
55,549.53
0
0
0
9
PAYMENT
15,521.2
C788114296
500,287.98
484,766.78
M801737772
0
0
0
0
9
CASH_OUT
216,590.72
C1394046109
40,389
0
C625405024
15,176
272,743.09
0
0
9
CASH_OUT
52,837.8
C620935259
492
0
C1128830640
0
52,837.8
0
0
9
PAYMENT
18,745.94
C1178826216
0
0
M621292000
0
0
0
0
9
PAYMENT
5,170.46
C1305674304
11,386
6,215.54
M2099489729
0
0
0
0
9
CASH_OUT
437,162.88
C538082744
6,215.54
0
C408304912
3,158,225.46
4,110,058.3
0
0
9
CASH_OUT
286,361.73
C1144063859
50,752
0
C358804045
673,840.15
785,894.29
0
0
9
PAYMENT
11,146.1
C287694007
0
0
M1899495665
0
0
0
0
9
PAYMENT
22,576.95
C1123306707
0
0
M246600033
0
0
0
0
9
CASH_IN
224,329.08
C827159652
14,782
239,111.08
C857354512
70,219
7,731.44
0
0
9
PAYMENT
15,902.91
C12830004
239,111.08
223,208.17
M1622250283
0
0
0
0
9
PAYMENT
12,489.39
C2014347141
223,208.17
210,718.78
M581229239
0
0
0
0
9
PAYMENT
7,413.68
C1020281266
210,718.78
203,305.1
M1343530440
0
0
0
0
9
PAYMENT
23,699.84
C730006552
203,305.1
179,605.26
M796263101
0
0
0
0
9
PAYMENT
3,514.89
C286591792
179,605.26
176,090.37
M1683670591
0
0
0
0
9
PAYMENT
2,481.53
C1464515944
176,090.37
173,608.84
M1219903190
0
0
0
0
9
PAYMENT
6,150.27
C1908662395
173,608.84
167,458.57
M1134209858
0
0
0
0
9
PAYMENT
4,509.44
C1094315940
167,458.57
162,949.13
M939538907
0
0
0
0
9
PAYMENT
28,751.49
C1445910168
162,949.13
134,197.64
M1090037668
0
0
0
0
9
PAYMENT
4,185.53
C1320297680
134,197.64
130,012.11
M2009399868
0
0
0
0
9
CASH_OUT
57,826.84
C1467977802
33,036
0
C1286084959
12,671,571.25
13,162,334.93
0
0
9
TRANSFER
826,809.66
C1379911814
124,737
0
C1269283129
261,572
3,414,034.59
0
0
9
CASH_OUT
308,377.95
C225768117
9,796
0
C1546261236
84,349
611,316.19
0
0
9
CASH_OUT
232,809.18
C1384109509
63,725
0
C552716525
0
232,809.18
0
0
9
CASH_OUT
172,211.43
C2041176576
146,186
0
C1216911343
202,205.22
666,801.13
0
0
9
PAYMENT
11,480.93
C1434349131
55,436
43,955.07
M2142621451
0
0
0
0
9
PAYMENT
22,281.36
C1405680837
16,040
0
M1699196254
0
0
0
0
9
TRANSFER
618,276.98
C1131256715
0
0
C2041281014
1,949,991.07
3,925,730.02
0
0
9
TRANSFER
2,511,355.55
C317835642
0
0
C1635207173
9,334,023.35
11,845,378.9
0
0
9
CASH_OUT
99,839.76
C113979701
10,351
0
C1019449674
0
99,839.76
0
0
9
PAYMENT
18,067.46
C1589527023
41,760
23,692.54
M1897937008
0
0
0
0
9
PAYMENT
4,764.14
C1829147959
23,692.54
18,928.41
M840651579
0
0
0
0
9
CASH_OUT
112,304.65
C503762350
29,326
0
C1836096145
6,000
54,374.88
0
0
9
CASH_IN
281,739.51
C1855296934
65,052
346,791.51
C1112399024
0
0
0
0
9
PAYMENT
28,666.86
C937630318
24,948
0
M1594426658
0
0
0
0
9
PAYMENT
5,557.71
C2001389776
0
0
M900746042
0
0
0
0
9
CASH_OUT
149,194.13
C439293832
168,825
19,630.87
C1309189719
16,231
93,719.62
0
0
9
PAYMENT
3,448.23
C228078074
19,630.87
16,182.64
M741700817
0
0
0
0
9
PAYMENT
13,747.21
C460002294
16,182.64
2,435.42
M2031801412
0
0
0
0
9
PAYMENT
26,634.89
C901856636
2,435.42
0
M844453097
0
0
0
0
9
PAYMENT
5,771.82
C1910638070
0
0
M1584744314
0
0
0
0
9
PAYMENT
11,137.07
C1650703125
0
0
M2047433132
0
0
0
0
9
PAYMENT
13,718.15
C463814318
0
0
M1864365111
0
0
0
0
9
PAYMENT
35,004.69
C282808786
0
0
M548384348
0
0
0
0
9
PAYMENT
1,199.62
C307078313
0
0
M40064155
0
0
0
0
9
PAYMENT
30,716.58
C1224528068
0
0
M368855753
0
0
0
0
9
PAYMENT
5,501.88
C1793842227
0
0
M1924434553
0
0
0
0
9
PAYMENT
1,433.3
C1549798939
0
0
M733855068
0
0
0
0
9
PAYMENT
3,976.73
C520349276
0
0
M1228030087
0
0
0
0
9
PAYMENT
9,865.41
C369008492
0
0
M1408210898
0
0
0
0
9
PAYMENT
9,687.43
C1407101685
0
0
M146009713
0
0
0
0
9
PAYMENT
2,376.42
C1767314932
0
0
M1177116171
0
0
0
0
9
CASH_OUT
513,625.95
C1611058489
12,561
0
C794358930
17,469.41
436,980.32
0
0
9
PAYMENT
5,154.52
C2001823534
100,246
95,091.48
M653800581
0
0
0
0
9
PAYMENT
19,515.48
C716046167
20,210
694.52
M2090111038
0
0
0
0
9
PAYMENT
26,337.81
C8446101
963
0
M1740349468
0
0
0
0
9
CASH_OUT
445,176.86
C581549307
0
0
C1090263069
1,048,942.77
1,494,119.63
0
0
9
CASH_OUT
244,251.26
C2053426672
608,817.22
364,565.96
C1879029586
59,959
0
0
0
9
PAYMENT
12,273.19
C2112298593
364,565.96
352,292.77
M1206319745
0
0
0
0
9
CASH_OUT
162,621.38
C684185826
19,900
0
C1514834483
290,519.36
550,806.69
0
0
9
CASH_OUT
86,810.85
C1947245383
0
0
C296121376
156,760.78
243,571.63
0
0
9
CASH_OUT
266,133.63
C834766770
13,365
0
C1600172289
0
266,133.63
0
0
9
CASH_OUT
186,983.48
C1099121145
5,305
0
C1346571442
36,521
177,478.55
0
0