step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
308
PAYMENT
3,810
C1385128875
42,274
38,464
M1064074836
0
0
0
0
379
PAYMENT
10,816.42
C163088890
0
0
M926700964
0
0
0
0
15
CASH_IN
21,792.94
C792407051
0
21,792.94
C1347959151
195,184.38
173,391.44
0
0
378
TRANSFER
1,395,775.1
C1400837283
1,554
0
C248166663
118,148.32
1,513,923.43
0
0
162
CASH_OUT
368,337.85
C541300554
107,274
0
C1028286718
1,766,219.43
2,134,557.28
0
0
275
CASH_OUT
97,749.82
C697981990
0
0
C1590271301
2,520,719.71
2,618,469.54
0
0
402
CASH_OUT
19,098.47
C1936121659
0
0
C1969956684
701,323.09
720,421.56
0
0
201
PAYMENT
15,056.79
C1595323428
52,525
37,468.21
M1422607378
0
0
0
0
139
PAYMENT
16,592.57
C1128890099
0
0
M1052427689
0
0
0
0
259
CASH_OUT
255,827.07
C1070953802
0
0
C113535814
813,022.79
1,068,849.86
0
0
308
CASH_OUT
364,788.27
C1764271080
0
0
C520806871
1,139,298.42
1,504,086.69
0
0
186
TRANSFER
577,940.83
C25484906
21,768
0
C1504025510
0
577,940.83
0
0
399
CASH_OUT
334,645.69
C2133619125
17,047
0
C1276644788
450,049.97
784,695.65
0
0
190
CASH_IN
37.09
C310900905
5,981,001.83
5,981,038.92
C1438198337
533,870.78
533,833.69
0
0
12
PAYMENT
32,543.81
C1175443278
0
0
M1801144615
0
0
0
0
228
CASH_OUT
146,921.1
C1464016092
21,997
0
C1634090673
0
281,951.83
0
0
286
PAYMENT
39,291.08
C820194578
15,089.67
0
M766400237
0
0
0
0
306
PAYMENT
9,714.65
C1707658849
83,577.11
73,862.46
M757585170
0
0
0
0
405
CASH_IN
236,691.74
C549627010
1,029,579.17
1,266,270.91
C954401046
969,538.59
732,846.85
0
0
185
CASH_OUT
315,765.54
C746321826
44,453
0
C883045532
614,245.18
1,059,840.37
0
0
17
PAYMENT
26,445.18
C1711701162
309,517.52
283,072.33
M535437222
0
0
0
0
36
CASH_OUT
143,600.43
C724389180
41,891
0
C496698792
60,403.01
204,003.43
0
0
377
CASH_OUT
314,475.36
C1901734880
0
0
C1752263105
324,834.11
639,309.48
0
0
405
PAYMENT
11,537.49
C1421091844
8,660.5
0
M1118369951
0
0
0
0
495
PAYMENT
10,183.95
C905343913
145
0
M862416029
0
0
0
0
308
PAYMENT
10,273.5
C853012431
0
0
M847124322
0
0
0
0
394
PAYMENT
36,708.59
C1820905144
5,896
0
M2133295378
0
0
0
0
256
CASH_IN
212,007
C1689737420
14,330,669.15
14,542,676.15
C2011886624
16,461,946.65
16,249,939.66
0
0
322
TRANSFER
3,487,110.24
C2101553513
0
0
C259386318
4,296,810.01
7,783,920.25
0
0
155
CASH_IN
96,681.71
C238246003
2,973,612.47
3,070,294.19
C1533947027
608,864.03
512,182.31
0
0
226
CASH_OUT
224,877.72
C1844188602
14,062
0
C1068770657
0
224,877.72
0
0
347
PAYMENT
9,389.65
C563129401
0
0
M417432462
0
0
0
0
305
PAYMENT
1,327.51
C210736407
481,608.67
480,281.16
M5706088
0
0
0
0
356
PAYMENT
8,217.6
C798993380
0
0
M1943732969
0
0
0
0
302
TRANSFER
269,386.97
C1696580981
0
0
C581254248
1,270,700.73
1,540,087.69
0
0
202
CASH_OUT
360,694.67
C1970427759
0
0
C772847882
507,716.17
868,410.83
0
0
351
CASH_OUT
158,816.66
C1622215693
0
0
C1954374013
458,975.6
617,792.27
0
0
207
CASH_OUT
258,634.39
C12901986
10,249
0
C1076412002
1,223,472.39
1,482,106.78
0
0
134
PAYMENT
20,472.77
C1912130743
0
0
M711749977
0
0
0
0
256
CASH_IN
223,479.36
C1559018307
2,894,757.63
3,118,236.99
C1001592650
467,082.18
243,602.82
0
0
334
CASH_OUT
31,377.99
C1116222648
0
0
C1412537601
478,376.56
509,754.56
0
0
262
PAYMENT
1,317.85
C650081846
102,793
101,475.15
M997530384
0
0
0
0
283
PAYMENT
19,341.24
C42101770
102,144.87
82,803.64
M96729794
0
0
0
0
356
CASH_OUT
251,656.33
C480751088
144,169
0
C692363087
2,684,935.3
2,936,591.63
0
0
154
PAYMENT
2,364.53
C1798191425
6,909
4,544.47
M1920833074
0
0
0
0
351
CASH_IN
232,677.88
C271733929
3,051,509.68
3,284,187.56
C1001050304
243,104.87
10,426.99
0
0
356
CASH_OUT
364,751.41
C1560280008
0
0
C1194202948
386,493.8
751,245.21
0
0
137
CASH_IN
98,499.88
C1287682573
0
98,499.88
C970612443
7,019,259.8
6,920,759.93
0
0
143
CASH_IN
143,602.13
C846644103
2,601
146,203.13
C2043116500
0
0
0
0
594
TRANSFER
859,301.77
C2073223751
31,629
0
C1560860429
407.43
859,709.2
0
0
211
CASH_IN
219,542.75
C1726533743
6,323,465.65
6,543,008.41
C592752102
1,593,541.34
1,373,998.58
0
0
182
CASH_OUT
236,122.14
C1531063589
0
0
C2092679440
408,756.63
470,831.88
0
0
306
PAYMENT
20,432.35
C1057096168
17,380
0
M364915794
0
0
0
0
282
TRANSFER
1,049,214.93
C1200995666
0
0
C276372772
1,532,261.74
2,581,476.67
0
0
156
TRANSFER
234,022.59
C1861325848
0
0
C2083837949
390,065.92
624,088.51
0
0
235
PAYMENT
13,610.69
C1034290321
0
0
M1006167617
0
0
0
0
329
TRANSFER
557,332.75
C720963431
72,610
0
C1887084109
1,061,346.37
1,618,679.11
0
0
334
CASH_OUT
113,272.51
C1652985942
86,581
0
C1870148902
0
113,272.51
0
0
324
CASH_IN
363,509.79
C1113590872
11,942
375,451.79
C1982898722
283,188.91
0
0
0
325
CASH_IN
107,732.42
C688257235
22,742,062.06
22,849,794.48
C490733146
438,842.56
331,110.14
0
0
370
PAYMENT
23,926.9
C593879311
2,349
0
M1754645567
0
0
0
0
250
CASH_OUT
365,640.1
C1659564218
54,952
0
C2107268831
5,420,478.73
5,786,118.83
0
0
331
PAYMENT
17,865.26
C860888548
51,961.54
34,096.28
M134986686
0
0
0
0
36
PAYMENT
5,801.71
C1465323534
468,849.64
463,047.92
M1372493346
0
0
0
0
17
CASH_IN
106,414.25
C839016702
6,795,836.86
6,902,251.11
C36370443
609,699.32
503,285.06
0
0
153
PAYMENT
9,891.9
C2135669756
270,149.78
260,257.89
M1503511456
0
0
0
0
120
TRANSFER
979,539.89
C1809713247
0
0
C1673437692
2,136,752.38
3,116,292.27
0
0
380
PAYMENT
12,728.17
C832031537
0
0
M1638461631
0
0
0
0
251
CASH_OUT
94,168.28
C611800168
0
0
C1410104741
282,883.01
377,051.29
0
0
370
CASH_OUT
256,991.67
C828626005
0
0
C2095440938
766,818.68
1,023,810.35
0
0
12
CASH_OUT
36,738.54
C673378168
0
0
C82175716
467,294.96
694,765.24
0
0
402
PAYMENT
4,376.48
C509969841
6,423
2,046.53
M597846894
0
0
0
0
383
DEBIT
1,548.37
C546934037
603
0
C851670180
3,727,628.36
3,729,176.73
0
0
185
CASH_OUT
248,362.68
C1851342690
382,684.37
134,321.68
C1364014138
4,975,032.96
5,223,395.65
0
0
229
CASH_OUT
74,119.74
C1099603495
0
0
C1375690232
149,476.96
223,596.7
0
0
284
CASH_OUT
124,429.55
C1410190872
0
0
C585772091
137,800.53
262,230.08
0
0
373
PAYMENT
13,930.62
C1851162744
8,308
0
M874670739
0
0
0
0
302
CASH_IN
265,215.49
C1787875976
96,655
361,870.49
C1267372801
0
0
0
0
329
TRANSFER
811,869.19
C191360688
26,468
0
C1791521615
238,866.2
1,050,735.39
0
0
158
CASH_OUT
77,780.6
C707276317
363,113.65
285,333.05
C221346258
1,655,467.76
1,733,248.37
0
0
212
CASH_OUT
20,926.63
C49200928
0
0
C1725809826
690,070.31
710,996.95
0
0
181
CASH_OUT
202,391.23
C1664369219
0
0
C1193400132
536,297.13
738,688.35
0
0
226
CASH_IN
339,582.78
C1089150364
3,516,215.37
3,855,798.14
C849359061
1,476,023.05
1,136,440.27
0
0
514
CASH_OUT
29,188.34
C651614895
151,650.56
122,462.22
C210396343
409,206.33
438,394.67
0
0
134
TRANSFER
622,677.06
C621949717
21,545
0
C1223737181
241,532.03
864,209.1
0
0
179
CASH_OUT
152,727.79
C1323296032
0
0
C1954957032
5,380,532.26
5,533,260.05
0
0
403
CASH_OUT
180,444.47
C613771470
0
0
C798106387
220,247.35
400,691.82
0
0
119
DEBIT
2,691.67
C625511368
16,708
14,016.33
C675802390
1,459,069.57
1,461,761.23
0
0
331
PAYMENT
16,708.41
C1831277042
0
0
M1413847071
0
0
0
0
254
PAYMENT
14,248.07
C1707400652
0
0
M1774689610
0
0
0
0
15
CASH_OUT
483,259.24
C1230740754
265
0
C327212858
587,369.13
1,071,674.27
0
0
256
CASH_OUT
197,373.06
C1020291817
16,303
0
C346297677
0
197,373.06
0
0
139
PAYMENT
17,218.89
C385493610
169
0
M527823406
0
0
0
0
404
PAYMENT
7,084.25
C135732661
0
0
M411594521
0
0
0
0
329
PAYMENT
21,148.16
C1662615687
0
0
M1971061467
0
0
0
0
19
CASH_OUT
224,565.81
C1454047245
228,009.53
3,443.72
C972791125
1,991,001.06
2,215,566.87
0
0
404
CASH_IN
304,046.62
C310781609
2,905,968.67
3,210,015.29
C195000312
679,350.62
375,304.01
0
0
153
CASH_IN
67,818.65
C1851206189
6,889,276.29
6,957,094.94
C22710916
177,509.98
109,691.33
0
0
233
CASH_IN
160,973.57
C520760190
5,986,526.94
6,147,500.51
C1313510562
258,165.55
97,191.98
0
0
9
PAYMENT
33,467.92
C1889617011
446,042.43
412,574.51
M1000127192
0
0
0
0