step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
582
CASH_OUT
279,220.28
C416661767
0
0
C1918136421
299,152.13
578,372.41
0
0
130
CASH_IN
37,785
C2080062202
2,597,082.7
2,634,867.71
C2094816157
1,611,503.84
1,573,718.84
0
0
36
CASH_OUT
265,837.6
C1217985534
0
0
C1744361583
0
265,837.6
0
0
169
PAYMENT
8,966.4
C979839848
1,242
0
M597503160
0
0
0
0
274
PAYMENT
328.53
C1054213412
0
0
M1957904719
0
0
0
0
259
CASH_OUT
26,515.11
C1123422879
0
0
C1401132909
485,180.01
511,695.12
0
0
189
PAYMENT
2,256.84
C861475546
5,439.06
3,182.23
M1102771392
0
0
0
0
592
PAYMENT
3,054.46
C1845201141
95,538
92,483.54
M486238557
0
0
0
0
324
DEBIT
4,903.56
C1874622003
103,663
98,759.44
C1981650697
5,194,356.28
5,199,259.84
0
0
237
PAYMENT
14,934.6
C904889803
0
0
M945746406
0
0
0
0
287
CASH_OUT
158,444.67
C669408249
8,391
0
C321870390
124,374.05
282,818.71
0
0
17
CASH_IN
239,802.52
C1596039389
296
240,098.52
C1628494807
1,658,594.68
1,418,792.16
0
0
565
PAYMENT
25,551.89
C809411916
531
0
M1802172538
0
0
0
0
250
PAYMENT
8,653.66
C1857004764
919
0
M1217488601
0
0
0
0
185
CASH_OUT
1,988.64
C462347937
50,890
48,901.36
C1352490710
1,240,852.48
1,242,841.11
0
0
158
PAYMENT
3,939.33
C1551764758
0
0
M1310051553
0
0
0
0
10
CASH_IN
46,483.06
C1777334429
5,596,855.39
5,643,338.45
C75629578
1,875,357.05
1,828,873.99
0
0
39
TRANSFER
252,502.03
C2029566815
0
0
C199514725
2,389,917.19
2,642,419.22
0
0
180
PAYMENT
5,911.95
C589382020
0
0
M886110485
0
0
0
0
256
PAYMENT
4,960.35
C191325660
112,287.72
107,327.38
M311495309
0
0
0
0
297
PAYMENT
9,762.51
C1560687140
0
0
M1950420009
0
0
0
0
595
CASH_OUT
281,327.97
C1907270799
52,113
0
C24428114
134,117.15
415,445.11
0
0
178
PAYMENT
14,842.16
C1451286704
5,639
0
M83782035
0
0
0
0
180
CASH_OUT
289,243.97
C305986818
47,792
0
C1993826006
0
289,243.97
0
0
263
CASH_IN
45,946.14
C969179167
4,796,166.56
4,842,112.69
C53501189
381,649.11
335,702.97
0
0
211
CASH_IN
968.1
C787563626
27,729,371.35
27,730,339.46
C1274442888
130,558.88
129,590.78
0
0
359
CASH_IN
47,089.22
C728695786
5,301,088.23
5,348,177.45
C1271185252
3,799,660.33
3,752,571.11
0
0
17
CASH_OUT
204,422.93
C767021213
0
0
C1783724707
256,258.53
460,681.46
0
0
212
PAYMENT
1,642.14
C786341303
33,277
31,634.86
M162697194
0
0
0
0
12
PAYMENT
28,669.36
C737176069
110,559.57
81,890.22
M803541498
0
0
0
0
34
PAYMENT
6,829.85
C1547083202
36,866.76
30,036.91
M743306798
0
0
0
0
254
TRANSFER
271,659.67
C501533000
0
0
C1348815716
2,988,867.17
3,260,526.84
0
0
229
TRANSFER
603,244.44
C1434387045
0
0
C2135817291
3,608,295.7
4,152,863.43
0
0
301
PAYMENT
10,069.65
C953794589
0
0
M1815885944
0
0
0
0
324
PAYMENT
12,263.81
C717778188
0
0
M1020395122
0
0
0
0
18
TRANSFER
713,697.27
C1782173839
0
0
C1005747091
1,441,809.26
2,155,506.53
0
0
576
PAYMENT
5,024.61
C902443489
52,150.88
47,126.27
M990636582
0
0
0
0
404
PAYMENT
6,448.12
C1913913794
0
0
M415692145
0
0
0
0
328
TRANSFER
5,001,046.82
C1710181506
0
0
C44832754
10,039,926.35
15,040,973.17
0
0
354
TRANSFER
744,705.16
C459241223
53,314
0
C950052162
0
744,705.16
0
0
18
CASH_IN
202,870.45
C1501189374
158,133
361,003.45
C1774531247
1,328,191.34
1,125,320.89
0
0
300
CASH_OUT
46,972.83
C823862092
48,014
1,041.17
C331056187
0
46,972.83
0
0
131
CASH_IN
158,569.24
C1970723844
25,143
183,712.24
C1129264981
0
0
0
0
130
PAYMENT
23,486.29
C1601828603
24,225.55
739.26
M1811697903
0
0
0
0
163
CASH_OUT
123,198.36
C2023115713
28,823.48
0
C1177648756
1,928,891.14
2,052,089.5
0
0
21
CASH_OUT
1,110.3
C582660008
13,955
12,844.7
C1925237540
0
1,110.3
0
0
249
CASH_IN
204,558.11
C1871665238
10,687
215,245.11
C1650613305
0
0
0
0
518
PAYMENT
15,737.22
C319791639
0
0
M1577984796
0
0
0
0
335
CASH_OUT
358,432.55
C140085257
0
0
C1712968111
3,005,282.71
3,363,715.26
0
0
95
PAYMENT
10,282.94
C1786491898
0
0
M835296207
0
0
0
0
325
CASH_OUT
170,624.45
C416828334
96
0
C1475301529
0
170,624.45
0
0
141
CASH_IN
47,444.9
C974374072
360,576.21
408,021.11
C2128498847
340,175.7
292,730.8
0
0
252
PAYMENT
24,499.86
C1458183222
184,827.65
160,327.8
M2063001185
0
0
0
0
188
PAYMENT
1,339.97
C1661670617
0
0
M555448868
0
0
0
0
274
PAYMENT
6,191
C1031543663
0
0
M1306258559
0
0
0
0
260
PAYMENT
5,520.45
C1982678748
249
0
M2077070131
0
0
0
0
236
PAYMENT
5,500.31
C386919653
0
0
M4519748
0
0
0
0
304
CASH_OUT
124,686.92
C1332859188
0
0
C1675647606
2,507,241.56
2,631,928.49
0
0
230
PAYMENT
23,311.07
C1339697286
69,998
46,686.93
M1264000932
0
0
0
0
403
PAYMENT
19,204.1
C1708068986
106,884
87,679.9
M1655264809
0
0
0
0
570
CASH_OUT
209,506.45
C1106360840
0
0
C1784832580
1,007,226.27
1,216,732.72
0
0
14
PAYMENT
1,317.59
C773908996
0
0
M558491702
0
0
0
0
11
CASH_IN
196,481.25
C1914127293
4,257,808.17
4,454,289.42
C1933003042
1,229,530.21
1,322,418.53
0
0
155
TRANSFER
343,732.88
C1937935580
0
0
C1125849599
944,496.68
1,288,229.56
0
0
16
CASH_IN
313,140.18
C504273764
20,834
333,974.18
C1792241184
1,725
0
0
0
352
PAYMENT
12,180.04
C1776826892
118,343
106,162.96
M19447504
0
0
0
0
161
PAYMENT
30,419.98
C1907055558
132,559.36
102,139.38
M51182348
0
0
0
0
211
CASH_IN
114,228.49
C1564931040
17,101,522.66
17,215,751.16
C233486185
3,452,170.68
3,337,942.18
0
0
250
PAYMENT
1,317.35
C261737886
0
0
M1709347924
0
0
0
0
228
CASH_IN
66,646.72
C1031978215
2,779
69,425.72
C456871839
5,012.97
0
0
0
277
CASH_OUT
153,630.3
C698759471
240
0
C109194990
853,064.94
1,006,695.23
0
0
177
PAYMENT
10,082.53
C750093251
49,118.99
39,036.46
M1678661539
0
0
0
0
686
CASH_OUT
69,659.07
C524619673
7,256
0
C1656799114
0
69,659.07
0
0
403
PAYMENT
15,079.19
C491115068
102,373
87,293.81
M1018543062
0
0
0
0
18
PAYMENT
248.77
C504721587
150,268.78
150,020.01
M53632678
0
0
0
0
185
CASH_OUT
38,153.98
C155588171
0
0
C453790801
155,335.4
193,489.38
0
0
15
CASH_OUT
78,128.21
C693255325
0
0
C1952965653
230,212.4
375,300.9
0
0
372
CASH_IN
377,677.8
C1368320645
19,109
396,786.8
C876566612
61,141.03
0
0
0
329
CASH_OUT
64,135.02
C158231327
0
0
C1967273576
471,340.2
535,475.22
0
0
256
CASH_OUT
31,871.58
C1193413090
22,251
0
C365335662
0
31,871.58
0
0
207
PAYMENT
19,211.08
C1266505956
0
0
M346709075
0
0
0
0
282
TRANSFER
4,463.19
C671940178
0
0
C1873412961
29,280.74
33,743.92
0
0
236
CASH_OUT
110,468.44
C1434636358
0
0
C1651497440
8,041,986.22
8,152,454.67
0
0
345
PAYMENT
11,492.71
C1409315191
18
0
M2039812651
0
0
0
0
325
CASH_IN
245,332.1
C295247487
105,905
351,237.1
C2119518676
4,362,001.83
4,116,669.74
0
0
396
TRANSFER
393,250.76
C796337388
0
0
C2040726454
3,953,945.33
4,347,196.09
0
0
187
CASH_IN
255,303.7
C914965466
18,642,570.06
18,897,873.75
C2115584835
1,292,892.32
1,037,588.63
0
0
325
CASH_OUT
59,669.86
C1899187092
0
0
C1967150705
1,224,049.2
1,283,719.06
0
0
136
CASH_OUT
306,415.95
C1232546497
384,268.45
77,852.5
C1915094402
14,150
231,349.02
0
0
400
CASH_OUT
54,972.66
C71853122
0
0
C2029295343
2,488,937.16
2,543,909.82
0
0
45
CASH_OUT
25,609.54
C1062583510
53,070
27,460.46
C1375787679
1,166,125.6
1,175,131.25
0
0
210
CASH_OUT
43,549.02
C1559066172
0
0
C996956013
788,852.78
832,401.8
0
0
201
TRANSFER
299,899.61
C1675742378
45,749
0
C970642666
3,294,526.51
3,594,426.12
0
0
686
CASH_IN
230,558.86
C1492191854
1,341,762.59
1,572,321.45
C1468726808
1,485,083.94
1,254,525.08
0
0
351
TRANSFER
107,446.19
C364121856
0
0
C1310346995
223,742.9
331,189.09
0
0
331
CASH_OUT
82,260.32
C645718872
0
0
C364192748
171,891.23
254,151.55
0
0
161
CASH_IN
299,826.9
C1048455841
407
300,233.9
C1951301384
197,965.14
0
0
0
492
CASH_OUT
214,377.73
C1981398150
496
0
C1807841647
12,987,602.6
13,201,980.34
0
0
334
CASH_IN
123,393.28
C1991745737
12,068
135,461.28
C1491206531
632,654.29
509,261.01
0
0
180
CASH_OUT
24,950.49
C996180761
0
0
C271023213
3,256,973.96
3,281,924.46
0
0