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
377,780.26
C1667658177
326,415
0
C2122200303
556,415.55
1,003,439.91
0
0
8
CASH_IN
215,318.39
C1391916992
0
215,318.39
C1549086472
428,161.3
801,366.03
0
0
8
TRANSFER
601,150.82
C966413521
215,318.39
0
C1501701470
2,909,569.75
4,463,342.32
0
0
8
TRANSFER
997,157.8
C1582409532
0
0
C188246551
2,093,026.08
3,439,878.27
0
0
8
PAYMENT
6,118.7
C250162510
146,508.34
140,389.65
M1799652260
0
0
0
0
8
CASH_OUT
229,017.77
C5486297
140,389.65
0
C1247658278
544,935.86
1,133,629.28
0
0
8
CASH_OUT
241,806.31
C1399359912
0
0
C1552859894
694,699.59
3,018,034.04
0
0
8
CASH_OUT
18,610.82
C338447830
0
0
C1552859894
936,505.9
3,018,034.04
0
0
8
CASH_OUT
137,983.28
C1530574164
0
0
C1337741679
2,974,643.63
4,670,415.04
0
0
8
CASH_OUT
121,567.12
C1187128724
0
0
C720370261
787,855.07
643,199.54
0
0
8
CASH_OUT
187,973.29
C1366343981
0
0
C2116802101
332,317.06
1,187,770.16
0
0
8
CASH_OUT
4,046.13
C658793512
0
0
C300836639
33,959.63
19,979.28
0
0
8
CASH_OUT
56,779.74
C693826945
0
0
C2040656033
1,438,436.24
8,124,431.39
0
0
8
CASH_OUT
48,083.68
C2128845755
0
0
C2040603986
1,062,953.98
1,930,179.38
0
0
8
CASH_OUT
379,864.88
C701318371
0
0
C853932876
551,952.83
380,655.71
0
0
8
CASH_OUT
176,846.12
C757858518
0
0
C1231842708
1,074,290.38
751,281.48
0
0
8
CASH_OUT
55,588.41
C1394875919
0
0
C1705929636
320,481.31
228,714.72
0
0
8
CASH_OUT
131,743.31
C829974931
0
0
C115885991
2,404,896.23
4,215,505.1
0
0
8
CASH_OUT
132,760.22
C1926355203
0
0
C874023329
692,658.83
3,539,577.27
0
0
8
CASH_OUT
116,704.99
C1060523327
0
0
C1182461167
185,431.94
2,329,693.31
0
0
8
CASH_OUT
501,258.01
C1284630704
0
0
C875917495
1,984,159.29
6,097,795.83
0
0
8
CASH_OUT
116,458.24
C1045902400
0
0
C2107268831
117,558.73
623,377.01
0
0
8
CASH_OUT
74,642.97
C1119021896
0
0
C306206744
9,557,036.91
9,637,803.63
0
0
8
CASH_OUT
98,401.8
C1340086676
0
0
C1504217374
144,700
123,668.83
0
0
8
CASH_OUT
39,377.69
C209173680
0
0
C2136124320
282,266.5
127,874.69
0
0
8
CASH_OUT
123,457.27
C184904778
0
0
C345679794
355,271
415,516.29
0
0
8
PAYMENT
5,092.24
C1589128905
65,329
60,236.76
M291221555
0
0
0
0
8
PAYMENT
8,123.02
C553127060
1,306,873.75
1,298,750.73
M12534781
0
0
0
0
8
CASH_OUT
23,881.91
C535755589
1,298,750.73
1,274,868.82
C1234059684
564,384.16
588,641.6
0
0
8
CASH_OUT
184,654.07
C1400375971
1,274,868.82
1,090,214.75
C365212068
3,254,776.82
3,805,747.48
0
0
8
CASH_OUT
544,147.69
C864301300
1,090,214.75
546,067.07
C1556875182
1,951,316.89
3,585,215.55
0
0
8
CASH_OUT
54,689.2
C1230912978
546,067.07
491,377.87
C471003380
367,677.9
511,534.87
0
0
8
CASH_OUT
351,674.39
C553833327
491,377.87
139,703.48
C1003872245
436,689.68
114,686.09
0
0
8
CASH_OUT
102,904.14
C851241214
139,703.48
36,799.34
C798678484
2,384,768.06
3,249,604.9
0
0
8
CASH_OUT
426,830.03
C548236749
36,799.34
0
C248609774
11,784,544
13,033,871.02
0
0
8
CASH_OUT
311,046.27
C413492391
0
0
C1627965794
856,983.15
1,557,376.47
0
0
8
CASH_OUT
288,692.21
C789271927
0
0
C248609774
12,211,374.04
13,033,871.02
0
0
8
CASH_OUT
188,880.1
C2057679728
0
0
C93166806
1,483,727.71
2,226,811.03
0
0
8
CASH_OUT
195,773.05
C833452780
0
0
C1313534832
3,271,521.53
4,605,990.97
0
0
8
CASH_OUT
194,947.34
C35565602
0
0
C1757877803
1,697,090.66
2,325,850.99
0
0
8
CASH_OUT
253,755.55
C2009853435
0
0
C2011996123
5,715,091.82
9,264,344.9
0
0
8
CASH_OUT
57,019.51
C547552833
0
0
C480500119
739,392.36
135,593.97
0
0
8
CASH_OUT
118,496.94
C2046986915
0
0
C2052185144
863,676
951,130.52
0
0
8
CASH_OUT
156,593.58
C233486945
0
0
C667346055
11,656,041.15
17,132,106.53
0
0
8
CASH_OUT
127,878.2
C635841042
0
0
C663202788
131,257.37
163,013.28
0
0
8
CASH_OUT
2,055.11
C302094361
0
0
C1891412311
682,473.89
1,416,477.85
0
0
8
CASH_OUT
65,479.13
C2084069224
0
0
C1887692104
72,798.39
0
0
0
8
CASH_OUT
29,629.34
C609868604
0
0
C1979585370
44,472.4
39,850.96
0
0
8
CASH_OUT
213,576.76
C813421343
0
0
C968448640
1,305,323.5
3,438,487.71
0
0
8
CASH_OUT
243,891.24
C782521433
0
0
C849038219
2,319,895.36
1,337,271.15
0
0
8
CASH_OUT
130,253.02
C282697210
0
0
C1583408697
169,794.82
638,228.31
0
0
8
CASH_OUT
388,553.6
C2058560742
0
0
C1491676195
1,251,349.81
1,800,557.56
0
0
8
CASH_OUT
80,919.82
C339669892
0
0
C79708552
93,337.56
0
0
0
8
CASH_OUT
428,788.03
C414481350
0
0
C787040724
825,236.62
4,039,814.03
0
0
8
CASH_OUT
147,826.1
C1147011943
0
0
C2011904058
304,838.56
140,668.7
0
0
8
CASH_OUT
354,840.47
C665426718
0
0
C2112826959
580,825.54
2,258,719.46
0
0
8
CASH_OUT
324,804.76
C1147731644
0
0
C662267010
1,194,206.14
1,605,242.18
0
0
8
CASH_OUT
587,049.59
C2142881724
0
0
C1395746279
1,125,016.21
1,391,020.69
0
0
8
CASH_OUT
128,152.92
C1271445015
0
0
C1219248641
1,375,351.14
1,706,725.26
0
0
8
PAYMENT
7,173.39
C542287131
3,034
0
M592196275
0
0
0
0
8
TRANSFER
1,558,428.12
C309957953
90,749
0
C1751073738
121,334.18
8,875,838.69
0
0
8
CASH_IN
56,613.62
C470806807
11,569
68,182.62
C278738215
1,126.8
79,632.8
0
0
8
PAYMENT
9,533.66
C692119024
68,182.62
58,648.96
M1809548225
0
0
0
0
8
PAYMENT
15,453.02
C894881894
141,188.02
125,735
M1446119570
0
0
0
0
8
PAYMENT
10,596.17
C2029193409
125,735
115,138.83
M1325488533
0
0
0
0
8
TRANSFER
485,077.73
C1289188851
20,459
0
C257884050
40,540.59
659,044.27
0
0
8
CASH_IN
58,535.01
C174555747
162,158
220,693.01
C43121577
413.78
0
0
0
8
CASH_IN
104,250.11
C1790064366
20,056
124,306.11
C757108857
0
1,409,067.21
0
0
8
CASH_IN
93,745.69
C800720860
63,334.93
157,080.63
C1277694634
385,294.95
425,085.65
0
0
8
CASH_OUT
188,396.01
C1488291637
157,080.63
0
C1060041730
11,407,791.24
16,532,032.16
0
0
8
CASH_OUT
680,645.68
C1861710554
0
0
C264685626
1,055,902.87
0
0
0
8
PAYMENT
5,015.1
C352922796
207,355.74
202,340.64
M1794264374
0
0
0
0
8
PAYMENT
10,730.09
C504030066
202,340.64
191,610.56
M1262363595
0
0
0
0
8
PAYMENT
7,391.51
C386796108
316,601
309,209.49
M1869442662
0
0
0
0
8
CASH_IN
15,155.72
C641012106
148,703
163,858.72
C36437323
193,194.01
160,083.17
0
0
8
CASH_OUT
235,452.18
C481255164
61,291
0
C1001755781
0
274,407.46
0
0
8
PAYMENT
12,976.17
C2073324367
935
0
M2131633157
0
0
0
0
8
PAYMENT
1,053.8
C1907999535
2,761
1,707.2
M394738522
0
0
0
0
8
PAYMENT
5,201.84
C1334965494
989
0
M1093787405
0
0
0
0
8
PAYMENT
3,126.35
C2125388991
144,679
141,552.65
M1348302299
0
0
0
0
8
CASH_OUT
350,693.72
C279645538
17,969
0
C664038638
0
590,162.01
0
0
8
PAYMENT
998.92
C1596809677
104,570
103,571.08
M1475220915
0
0
0
0
8
PAYMENT
8,771.08
C1822835000
108,400
99,628.92
M615416275
0
0
0
0
8
CASH_IN
102,689.45
C272215938
889,229.15
991,918.6
C188513397
11,246.46
0
0
0
8
CASH_OUT
331,160.63
C928871355
991,918.6
660,757.97
C8290162
5,893,560.69
6,650,282.66
0
0
8
PAYMENT
873.05
C1764510697
29,807
28,933.95
M970784518
0
0
0
0
8
CASH_IN
163,274.69
C1690567168
20,527
183,801.69
C884452399
0
0
0
0
8
PAYMENT
5,980.31
C945317256
407,581
401,600.69
M857739881
0
0
0
0
8
PAYMENT
7,629.52
C1843068868
27,530
19,900.48
M692728957
0
0
0
0
8
CASH_OUT
163,736.17
C1388671225
507,192
343,455.83
C2016282692
154,018.38
34,092.53
0
0
8
CASH_OUT
85,349.79
C1631949714
10,878
0
C1463758439
13,909.1
99,258.9
0
0
8
TRANSFER
13,389.79
C1532716193
77,301.2
63,911.41
C756475678
40,699
233,193.32
0
0
8
CASH_OUT
675,186.66
C592075371
63,911.41
0
C1754722089
745,091.21
3,719,715.07
0
0
8
PAYMENT
6,453.66
C1517401155
33,858
27,404.34
M400913820
0
0
0
0
8
CASH_OUT
18,938.93
C387675565
20,613
1,674.07
C571514738
0
0
0
0
8
PAYMENT
17,031.89
C1718873127
105,935
88,903.11
M838307590
0
0
0
0
8
CASH_IN
121,530.49
C218252593
10,430
131,960.49
C1192983708
99,479.6
98,055.06
0
0
8
TRANSFER
780,953.77
C1098444577
905,174
124,220.23
C1629911510
3,145.61
1,925,872.77
0
0
8
PAYMENT
9,987.56
C940782077
39,734
29,746.44
M898700870
0
0
0
0
8
CASH_IN
149,516.02
C715515400
100,643
250,159.02
C955610633
30,427
0
0
0