step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
187
CASH_OUT
164,709.14
C449061695
0
0
C1259896923
2,199,966.44
2,364,675.58
0
0
257
PAYMENT
3,450.27
C1738555983
45,545
42,094.73
M1693488503
0
0
0
0
39
CASH_OUT
34,879.31
C537162350
27,444
0
C1930805685
0
34,879.31
0
0
255
CASH_OUT
13,233.37
C1690687142
0
0
C1989783643
152,029.56
165,262.93
0
0
259
CASH_OUT
226,661.95
C938941067
0
0
C1055417490
4,277,041.07
4,503,703.02
0
0
49
CASH_IN
21,950.12
C205618237
3,112,628.22
3,134,578.34
C1801013582
41,949.14
19,999.02
0
0
492
CASH_OUT
269,734.96
C1088817957
0
0
C1321957985
1,251,889.17
1,521,624.13
0
0
379
CASH_OUT
134,179.13
C529413192
29,753
0
C2120626331
0
134,179.13
0
0
184
TRANSFER
1,358,256.46
C1023804071
6,470
0
C2057895057
1,626.15
1,359,882.61
0
0
590
CASH_OUT
75,427.85
C1115894947
153,553.91
78,126.06
C114140299
111,303.56
186,731.41
0
0
303
PAYMENT
26,904.56
C137080551
34,168
7,263.44
M24821106
0
0
0
0
206
CASH_IN
174,579.6
C624938821
4,403,634.94
4,578,214.54
C41157366
289,083.73
114,504.13
0
0
158
PAYMENT
24,873.93
C2040110577
0
0
M539224019
0
0
0
0
185
PAYMENT
3,758.78
C893520766
202,692
198,933.22
M1692651056
0
0
0
0
297
CASH_IN
120,103.96
C756653891
1,670,364.03
1,790,467.99
C949761511
874,084.18
753,980.22
0
0
17
CASH_OUT
62,864.21
C213739313
184
0
C2073437421
320,489.41
383,353.62
0
0
180
CASH_OUT
13,354.03
C2123161447
0
0
C683565344
133,201.54
146,555.57
0
0
307
PAYMENT
33,349.68
C374522059
36,118
2,768.32
M1786501975
0
0
0
0
324
CASH_OUT
15,087.86
C499549325
0
0
C559079210
26,984.83
42,072.69
0
0
328
CASH_OUT
22,697.36
C1591677354
0
0
C1915064400
3,541,611.48
3,564,308.84
0
0
210
CASH_OUT
266,395.62
C15796051
100
0
C1492280722
0
266,395.62
0
0
187
PAYMENT
8,409.22
C1028109683
55,479
47,069.78
M477230577
0
0
0
0
41
TRANSFER
575,052.67
C261868078
0
0
C1136811657
5,995,637.7
6,570,690.37
0
0
43
CASH_OUT
197,609.87
C890794350
161,661
0
C599513499
21,514.49
219,124.36
0
0
156
PAYMENT
10,360.02
C602366545
73,465
63,104.98
M1111144337
0
0
0
0
281
CASH_IN
44,625.99
C1875761084
13,941
60,314.99
C1275707966
0
0
0
0
14
CASH_IN
225,327.03
C1374317353
11,637
236,964.03
C1408337297
1,340,978.34
1,115,651.3
0
0
252
PAYMENT
11,043.57
C1888557476
0
0
M886954197
0
0
0
0
377
CASH_OUT
205,083.28
C1140135239
0
0
C594595650
431,109.09
636,192.38
0
0
250
CASH_OUT
57,921.05
C64069173
1,725.64
0
C504044950
342,875.69
400,796.74
0
0
14
PAYMENT
4,116
C1735308196
5,176
1,060
M1646474618
0
0
0
0
10
CASH_OUT
39,846.28
C312195425
3,093
0
C820473497
112,028.69
151,874.97
0
0
284
CASH_OUT
349,310.74
C953978557
0
0
C230610305
581,509.19
930,819.93
0
0
538
CASH_IN
374,869.52
C1135409258
3,691,379.94
4,066,249.46
C90792511
1,871,374.41
1,496,504.89
0
0
258
CASH_IN
159,276.23
C1433396010
18,393,302.01
18,552,578.24
C716116969
8,427,722.98
8,268,446.75
0
0
274
CASH_OUT
43,533.4
C1070716389
164,744
121,210.6
C419443313
884,998.71
928,532.12
0
0
396
PAYMENT
36,132.94
C1639173389
0
0
M1963806265
0
0
0
0
19
PAYMENT
14,966.77
C1831835123
139,650
124,683.23
M720714955
0
0
0
0
234
CASH_OUT
284,319.6
C1198702632
18,879
0
C1960970466
110,840.16
395,159.76
0
0
18
CASH_OUT
147,270.98
C879721828
0
0
C1424665722
2,353,843.45
2,501,114.43
0
0
357
PAYMENT
6,251.37
C1966037264
63,569
57,317.63
M1105716074
0
0
0
0
355
CASH_OUT
45,113
C670891050
84,934
39,821
C558767561
305,850.78
350,963.78
0
0
347
PAYMENT
3,185.58
C2036565361
0
0
M1757596805
0
0
0
0
226
PAYMENT
504.87
C457419239
0
0
M309782680
0
0
0
0
14
CASH_OUT
20,409.88
C1012743143
229,457
209,047.12
C739625468
130,187.99
481,018.31
0
0
404
CASH_OUT
33,952.1
C1918072129
0
0
C932199876
710,739.35
744,691.45
0
0
43
CASH_IN
80,417.45
C350024230
58,942
139,359.45
C262911569
5,107,460.62
4,858,710.35
0
0
161
CASH_OUT
375,727.65
C1755781176
51,217
0
C11443850
445,118
820,845.64
0
0
375
CASH_IN
218,452.9
C1720283708
15,612
234,064.9
C747086146
13,363.24
0
0
0
232
CASH_OUT
213,460.78
C1976685163
27,714
0
C411474248
0
213,460.78
0
0
140
CASH_OUT
191,006.24
C1769265963
99,012
0
C36074080
669,560.24
860,566.47
0
0
596
PAYMENT
19,500.99
C428343831
52,205
32,704.01
M42174254
0
0
0
0
397
CASH_OUT
125,046.42
C2138142427
221,109
96,062.58
C332981502
2,933,863.58
3,058,910.01
0
0
155
CASH_IN
191,657.68
C867246142
2,510,866.92
2,702,524.6
C1527944640
7,902,416.14
7,710,758.46
0
0
210
CASH_IN
257,215.06
C1751822387
1,647,338.69
1,904,553.75
C1721421503
388,752.89
131,537.83
0
0
131
CASH_OUT
240,265.65
C1645544735
30,682
0
C1229306199
605,176.87
768,968.26
0
0
181
PAYMENT
8,738.09
C1286221023
0
0
M266402470
0
0
0
0
130
CASH_OUT
59,199.37
C2071058810
0
0
C2084088857
1,295,481.44
1,354,680.81
0
0
285
PAYMENT
1,717.39
C2043209196
12,559
10,841.61
M896337997
0
0
0
0
249
PAYMENT
13,378.14
C787513719
0
0
M774070297
0
0
0
0
165
CASH_OUT
90,211.81
C1102525687
0
0
C1851858802
922,304.17
1,012,515.98
0
0
241
PAYMENT
6,984.31
C1846113864
0
0
M1253941399
0
0
0
0
301
PAYMENT
15,163.1
C1871447038
10,270
0
M1180320814
0
0
0
0
307
CASH_IN
99,112.29
C992760336
106,205
205,317.29
C2039445155
0
0
0
0
382
CASH_OUT
239,860.55
C1101357449
60,503
0
C861399020
0
239,860.55
0
0
208
PAYMENT
4,377.18
C1455273218
587,549
583,171.82
M472958298
0
0
0
0
39
PAYMENT
7,344.93
C884076075
304,911.8
297,566.87
M2100841447
0
0
0
0
10
PAYMENT
1,141.73
C1188402813
26,310
25,168.27
M1111208572
0
0
0
0
350
TRANSFER
75,044.53
C1338208193
0
0
C1857999018
2,159,185.52
2,234,230.04
0
0
202
CASH_OUT
150,509.05
C201500799
49,554
0
C1208558259
538,537.7
689,046.74
0
0
349
CASH_OUT
244,717.48
C252140795
0
0
C2074417683
487,348.62
732,066.1
0
0
324
PAYMENT
14,994.34
C2034323366
0
0
M348483213
0
0
0
0
159
CASH_OUT
81,755.95
C592569279
170
0
C1064907740
0
81,755.95
0
0
401
CASH_OUT
272,099.53
C1791593054
11,290
0
C706834840
0
272,099.53
0
0
402
CASH_OUT
128,258.95
C1286911930
0
0
C1116150857
601,545.3
729,804.25
0
0
183
CASH_OUT
97,252.66
C158544694
1,072
0
C87885217
0
97,252.66
0
0
225
CASH_IN
82,654.78
C305532276
15,483
98,137.78
C921205589
2,295,696.68
2,213,041.9
0
0
235
PAYMENT
6,436.2
C366701256
117,140
110,703.81
M1797194920
0
0
0
0
398
PAYMENT
8,230.95
C239237589
13,941
0
M1571577089
0
0
0
0
522
PAYMENT
6,792.71
C1597817576
9,963
3,170.29
M2129246518
0
0
0
0
188
TRANSFER
869,480.36
C959115377
11,359
0
C2107209467
60,014.78
929,495.14
0
0
237
PAYMENT
3,365.28
C2121788643
11,327
7,961.72
M1276144848
0
0
0
0
179
TRANSFER
901,001.1
C191063521
120,477.81
0
C23255057
911,243.34
1,812,244.44
0
0
167
CASH_OUT
113,603.79
C549680264
142
0
C2042026011
0
113,603.79
0
0
134
PAYMENT
7,728.07
C1658101905
0
0
M474943356
0
0
0
0
22
PAYMENT
5,697.65
C1551289331
3,847
0
M338693203
0
0
0
0
205
PAYMENT
20,292.24
C248584264
0
0
M735171945
0
0
0
0
20
CASH_OUT
27,460.27
C1907309065
0
0
C295589443
48,804.59
0
0
0
321
TRANSFER
112,401.48
C1426942335
0
0
C1090845461
232,426.77
344,828.26
0
0
13
CASH_OUT
202,798.6
C554707454
0
0
C1883133402
522,209.29
863,117.26
0
0
301
TRANSFER
438,695.57
C746117851
0
0
C207103354
3,256,186.52
3,550,079.61
0
0
20
CASH_IN
178,131.43
C1127965318
8,112,662.47
8,290,793.9
C119154130
244,770.68
66,639.25
0
0
252
CASH_OUT
161,311.81
C1441053272
55,353
0
C1887551321
0
161,311.81
0
0
202
CASH_OUT
162,541.99
C1175347701
21,383
0
C2069588768
34,366.53
196,908.52
0
0
302
CASH_IN
7,331.75
C1019953514
1,002,611.04
1,009,942.79
C77924745
1,070,394.6
1,063,062.85
0
0
207
CASH_IN
45,984.95
C699560764
277,708.05
323,693
C996256628
327,773.05
281,788.1
0
0
131
CASH_IN
88,796.29
C3459386
7,051,240.68
7,140,036.97
C664404443
491,533.12
402,736.82
0
0
354
CASH_OUT
91,136.85
C1852473397
152,852
61,715.15
C480301762
0
91,136.85
0
0
422
CASH_OUT
143,882.1
C377830787
206,998
63,115.9
C1439184464
378,530.44
522,412.54
0
0
157
CASH_IN
209,690.12
C1570873556
1,897,519.34
2,107,209.46
C2072243105
1,020,111.5
810,421.38
0
0