step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
184
CASH_OUT
28,832.05
C1842498108
0
0
C345604111
2,584,561.27
2,613,393.32
0
0
34
CASH_OUT
77,993.03
C1564959786
0
0
C1702391254
1,515,091.39
1,593,084.41
0
0
179
CASH_OUT
509,082.99
C1118555873
478,648.23
0
C638776676
4,676,727.07
5,185,810.05
0
0
290
PAYMENT
1,655.19
C694077274
51,283
49,627.81
M1301308859
0
0
0
0
301
CASH_OUT
239,182.09
C1202291865
101
0
C539384311
26,368.15
265,550.24
0
0
136
CASH_OUT
18,693.33
C522657668
21,778
3,084.67
C2036879719
74,297.81
92,991.15
0
0
240
PAYMENT
22,647.57
C1296921676
0
0
M589147074
0
0
0
0
133
PAYMENT
27,944.88
C169867820
0
0
M1337792160
0
0
0
0
235
CASH_OUT
105,854.46
C688763653
3,087
0
C323944726
0
105,854.46
0
0
305
PAYMENT
9,820.94
C1780215710
0
0
M2016998150
0
0
0
0
44
CASH_OUT
100,898.72
C2006754452
20,201
0
C960344185
3,116,785.53
3,217,684.25
0
0
698
TRANSFER
242,696.37
C1912224533
0
0
C819255829
955,163.67
1,197,860.04
0
0
230
PAYMENT
12,288.18
C1176096005
0
0
M584175787
0
0
0
0
42
CASH_IN
235,123.49
C1160166662
7,620,616.26
7,855,739.75
C505816909
908,494.83
673,371.34
0
0
38
PAYMENT
5,076.13
C1015422415
11,515
6,438.87
M654409483
0
0
0
0
181
CASH_IN
229,419.12
C883405538
161,877
391,296.12
C1506744468
0
0
0
0
402
CASH_OUT
219,844.96
C2079187840
0
0
C494900781
2,841,376.52
3,061,221.49
0
0
260
CASH_OUT
86,985.02
C455674048
0
0
C859707602
1,121,799.37
1,208,784.39
0
0
230
CASH_IN
91,094.61
C1592310297
2,968,142.11
3,059,236.73
C198279873
1,530,786.81
1,439,692.19
0
0
250
CASH_OUT
201,616.39
C2039910527
99,226.85
0
C1016659458
304,028.21
505,644.6
0
0
158
CASH_OUT
194,926.46
C1505748847
0
0
C312547610
347,189.89
542,116.36
0
0
184
PAYMENT
5,233.55
C1636388516
0
0
M422089461
0
0
0
0
15
PAYMENT
5,378.93
C239237169
0
0
M1490490834
0
0
0
0
308
PAYMENT
3,380.74
C318671887
29,544
26,163.26
M2053909699
0
0
0
0
276
CASH_OUT
62,689.54
C178321256
0
0
C1931925731
378,224.95
440,914.49
0
0
167
PAYMENT
7,230.67
C906349464
24,732.16
17,501.48
M1337273084
0
0
0
0
19
CASH_OUT
63,545.09
C700895536
20,488
0
C1082250556
0
63,545.09
0
0
308
PAYMENT
18,410.8
C121892930
58,272
39,861.2
M1547236325
0
0
0
0
160
CASH_IN
24,253.29
C1343381448
1,652,830.6
1,677,083.89
C1166451718
587,028.16
562,774.87
0
0
15
CASH_OUT
11,748.4
C1762484962
21,631
9,882.6
C1380033853
442,181.08
453,929.48
0
0
210
PAYMENT
14,001.32
C1772661220
0
0
M281573812
0
0
0
0
162
TRANSFER
692,662.88
C475619036
0
0
C598690495
2,719,153.03
3,411,815.91
0
0
206
CASH_IN
135,319.49
C100320321
4,851,209.78
4,986,529.27
C620247281
32,038,176.54
31,902,857.05
0
0
251
PAYMENT
6,455.62
C276468711
0
0
M2122338895
0
0
0
0
8
PAYMENT
14,029.74
C1020929764
36,662
22,632.26
M401345912
0
0
0
0
279
CASH_OUT
261,434.02
C589297248
128
0
C1009758397
4,386,199.14
4,647,633.16
0
0
95
PAYMENT
32,815.4
C870091845
0
0
M863389744
0
0
0
0
354
CASH_OUT
6,506.43
C264541018
0
0
C449744364
1,067,618.93
1,074,125.35
0
0
305
CASH_OUT
58,171.95
C1132534787
21,076
0
C529361773
0
58,171.95
0
0
129
TRANSFER
1,018,055.97
C1982236682
0
0
C1373467808
7,175,757.54
8,193,813.51
0
0
327
PAYMENT
19,819.62
C1858956395
41,279
21,459.38
M1148730403
0
0
0
0
95
PAYMENT
27,354.13
C9846799
16
0
M615047237
0
0
0
0
237
CASH_OUT
94,086.04
C109491755
10,971
0
C2147176552
90,367.25
184,453.29
0
0
327
CASH_IN
121,681.49
C1905440190
1,465,137.95
1,586,819.44
C596605403
6,123,906.27
6,002,224.78
0
0
187
PAYMENT
7,845.64
C306069411
20,866
13,020.36
M1343032006
0
0
0
0
686
CASH_OUT
467,599.38
C29529473
78,707
0
C1236728496
11,673,627.2
12,141,226.58
0
0
286
PAYMENT
8,963.34
C1948008298
20,023
11,059.66
M711461026
0
0
0
0
276
PAYMENT
5,967.42
C622734971
0
0
M1840392708
0
0
0
0
282
CASH_IN
52,305.85
C1692177345
13,356,919.56
13,409,225.41
C318092703
94,134.67
41,828.82
0
0
140
CASH_OUT
125,741.22
C1271629312
949,072
823,330.78
C1619382199
3,771,728.74
3,897,469.96
0
0
332
CASH_OUT
221,187.46
C2140596549
11,488
0
C1933223279
0
221,187.46
0
0
326
PAYMENT
24,204.8
C111996116
0
0
M1228177146
0
0
0
0
393
CASH_IN
330,114.31
C638084745
1,090,159.21
1,420,273.52
C1972449670
1,141,672.33
811,558.01
0
0
355
CASH_OUT
168,631.75
C758386652
19,818
0
C2011036470
19,185.86
187,817.61
0
0
323
PAYMENT
33,546.29
C1354010523
299,015
265,468.71
M1183713710
0
0
0
0
236
CASH_OUT
289,996.49
C1086252477
478,522
188,525.51
C168442167
0
289,996.49
0
0
308
CASH_IN
6,590.44
C1206917815
531,626.25
538,216.68
C1900915546
1,181,219.5
1,174,629.06
0
0
369
CASH_OUT
541,333.17
C705472116
0
0
C1317504004
3,785,959.39
4,079,257.57
0
0
163
CASH_OUT
514,769.95
C1618182351
0
0
C1892388814
981,703.1
1,496,473.04
0
0
227
PAYMENT
8,149.78
C1383193721
0
0
M1037771402
0
0
0
0
330
CASH_IN
171,760.18
C1098605365
160,283.35
332,043.53
C2062654540
905,844.14
734,083.95
0
0
41
CASH_OUT
319,894.34
C1468657033
50,335
0
C1347526382
333,457.89
653,352.23
0
0
305
CASH_OUT
14,469.96
C463600160
319
0
C605438623
735,583.14
750,053.09
0
0
287
CASH_OUT
134,166.72
C665491851
0
0
C1228893615
278,119.73
412,286.45
0
0
137
PAYMENT
52,601.18
C1505902298
0
0
M1864832372
0
0
0
0
691
CASH_IN
115,463.38
C86814835
52,134
167,597.38
C535376679
292,333.99
176,870.61
0
0
403
PAYMENT
5,523.63
C1074189922
0
0
M327875245
0
0
0
0
135
TRANSFER
235,313.63
C1604310872
79,174
0
C2009751781
595,842
452,614.43
0
0
299
CASH_OUT
473,368.85
C507649284
0
0
C1849893097
2,658,777.84
3,132,146.69
0
0
331
CASH_OUT
201,623.85
C1455597072
30,630
0
C1599628912
4,158,371.1
4,359,994.95
0
0
133
PAYMENT
32,573.16
C346295945
0
0
M1169939406
0
0
0
0
138
CASH_OUT
62,395.99
C1262123966
275,812
213,416.01
C427361455
0
62,395.99
0
0
226
PAYMENT
7,001.82
C1006541264
0
0
M1810114545
0
0
0
0
231
CASH_OUT
67,631.25
C926091527
21,716
0
C1341865782
158,239.52
225,870.77
0
0
234
PAYMENT
9,775.7
C1722168091
437,642.02
427,866.31
M1645460793
0
0
0
0
188
PAYMENT
6,709.2
C1594533588
0
0
M1623965970
0
0
0
0
282
CASH_OUT
544,619.78
C1374739795
0
0
C1732817669
3,338,729.48
3,883,349.27
0
0
43
CASH_OUT
81,588.17
C1985869855
0
0
C1482979717
6,718,528.55
6,800,116.72
0
0
396
CASH_OUT
330,807.21
C690297182
5,646
0
C491265479
0
330,807.21
0
0
140
PAYMENT
4,611.27
C138325964
0
0
M236311826
0
0
0
0
369
TRANSFER
1,361,144.14
C57860705
27,368.7
0
C778909195
2,313,106.42
3,674,250.57
0
0
136
TRANSFER
359,690.41
C1842222368
0
0
C422434394
1,745,144.34
2,104,834.75
0
0
20
PAYMENT
11,074.23
C1854109180
0
0
M1118486446
0
0
0
0
184
CASH_OUT
91,083.36
C2059197413
0
0
C1842788649
136,096.79
227,180.15
0
0
282
CASH_OUT
51,124.89
C754038022
5,909
0
C1514494886
0
51,124.89
0
0
299
CASH_OUT
532,841.17
C292342900
105,506
0
C307057389
0
532,841.17
0
0
161
PAYMENT
3,371.07
C601679942
0
0
M1320122893
0
0
0
0
256
CASH_OUT
86,895.68
C2048625125
112,469
25,573.32
C2064141230
0
86,895.68
0
0
16
CASH_IN
25,993.42
C2044537966
63,307
89,300.42
C105075167
233,420.77
207,427.35
0
0
284
CASH_IN
22,182.44
C1160085534
13,898
36,080.44
C692957109
0
0
0
0
375
CASH_OUT
60,929.7
C664385107
0
0
C1510601490
236,804.06
297,733.76
0
0
140
CASH_OUT
169,180.8
C630062917
1,507
0
C955977532
5,035.51
174,216.31
0
0
119
PAYMENT
524.26
C942548457
41,697
41,172.74
M740368281
0
0
0
0
404
PAYMENT
5,526.94
C172684166
0
0
M1311087376
0
0
0
0
231
CASH_OUT
181,240.76
C1270248639
18,295
0
C1700836192
0
181,240.76
0
0
286
CASH_OUT
137,256.1
C2122139877
128,459
0
C1976619042
0
137,256.1
0
0
21
CASH_OUT
168,598.61
C1563862825
5,572
0
C736901578
1,071,538.59
1,240,137.2
0
0
153
CASH_IN
87,346.65
C1586910709
14,190,856.11
14,278,202.76
C399189452
171,199.79
83,853.13
0
0
183
CASH_IN
173,152.56
C780772694
7,935,642.35
8,108,794.91
C112283037
1,177,373.96
1,004,221.4
0
0
184
CASH_OUT
102,998.17
C1009148076
69,877
0
C990650878
57,286.56
160,284.73
0
0