step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
394
PAYMENT
32,435.69
C830946471
0
0
M1584533839
0
0
0
0
10
CASH_OUT
144,487.93
C538615340
0
0
C1155890259
1,645,573.7
1,790,061.63
0
0
131
PAYMENT
13,557.77
C467192345
1,040
0
M966941260
0
0
0
0
18
CASH_OUT
198,499.63
C1699353444
109,620.8
0
C410875580
0
368,069.94
0
0
255
PAYMENT
1,294.6
C466148736
0
0
M1941415311
0
0
0
0
407
CASH_OUT
193,979.18
C797474169
45,529
0
C1420966900
2,349,216.52
2,543,195.7
0
0
186
CASH_OUT
64,298.76
C574538671
0
0
C82075785
1,387,647.62
1,451,946.38
0
0
165
CASH_IN
208,471.02
C1176714041
1,041
209,512.02
C537714715
240,791.19
32,320.17
0
0
12
PAYMENT
12,696.4
C1612366743
466,051.49
453,355.09
M1791872883
0
0
0
0
144
PAYMENT
1,535.67
C633708917
29,836
28,300.33
M1331127813
0
0
0
0
18
TRANSFER
377,764.45
C751968783
0
0
C50077991
2,199,003.21
2,576,767.67
0
0
372
PAYMENT
919.49
C41589613
179.04
0
M1381692652
0
0
0
0
205
CASH_IN
31,199.5
C1138832421
21,724
52,923.5
C1230963597
0
0
0
0
237
PAYMENT
5,149.66
C1816312307
510,952
505,802.34
M463606069
0
0
0
0
614
PAYMENT
27,541.08
C1551919513
0
0
M1814019450
0
0
0
0
235
CASH_OUT
17,357.01
C270023834
52,744
35,386.99
C1776078959
0
17,357.01
0
0
19
CASH_OUT
172,830.08
C1737495223
14,697
0
C1098590703
2,811,009.64
2,983,839.71
0
0
162
CASH_OUT
40,201.22
C355772474
0
0
C555366822
497,893.21
538,094.43
0
0
227
CASH_IN
352,351.61
C1063112940
114
352,465.61
C1917290469
0
0
0
0
12
CASH_IN
280,211.23
C328204911
6,229,867.12
6,510,078.35
C1021853943
4,316,897.4
4,290,137.9
0
0
160
PAYMENT
12,649.48
C625892364
40,357
27,707.52
M629568229
0
0
0
0
205
TRANSFER
7,089.09
C548220830
0
0
C1783399650
4,027,001.5
4,034,090.59
0
0
212
TRANSFER
373,050.71
C1015221438
29,717
0
C297976380
160,091.62
533,142.33
0
0
260
CASH_IN
161,537.09
C1682045782
337,391.56
498,928.65
C1063908827
1,068,131.2
906,594.11
0
0
203
TRANSFER
726,257.02
C1344814667
0
0
C1152566346
828,788.41
1,555,045.43
0
0
307
CASH_OUT
317,536.28
C769108307
40,590
0
C1664378645
10,862
10,450,906.15
0
0
251
CASH_IN
589,047.89
C1915910799
9,932,714.61
10,521,762.5
C1634819842
596,250.08
7,202.19
0
0
10
PAYMENT
3,590.82
C273683649
779,013.47
775,422.66
M602450340
0
0
0
0
229
PAYMENT
2,017.1
C2134177175
0
0
M572679476
0
0
0
0
260
CASH_IN
60,881.62
C2043131814
1,277,327.5
1,338,209.13
C2123182425
358,696.17
297,814.54
0
0
332
CASH_IN
112,691.61
C788955190
703,176.72
815,868.33
C1995999585
326,412.5
213,720.88
0
0
185
PAYMENT
23,208.97
C1674091545
101,017
77,808.03
M1891939351
0
0
0
0
375
CASH_OUT
249,811.49
C1967120306
53,582
0
C415286934
472,779.91
722,591.4
0
0
303
CASH_OUT
281,860.75
C917492200
0
0
C1099340639
11,597,730.37
11,879,591.12
0
0
326
PAYMENT
21,183.09
C708873598
101,248
80,064.91
M1655174468
0
0
0
0
405
PAYMENT
16,640.98
C700947062
0
0
M264059828
0
0
0
0
276
CASH_OUT
48,218.83
C1130371861
68,235.36
20,016.53
C145068942
5,135,563.97
5,183,782.81
0
0
400
PAYMENT
12,961.72
C2049691835
352,514.05
339,552.33
M1668448222
0
0
0
0
355
PAYMENT
29,346.97
C1956104703
59,716
30,369.03
M286286715
0
0
0
0
161
CASH_IN
144,272.48
C1582459491
11,584,954.69
11,729,227.17
C262228254
2,504,045.2
2,359,772.72
0
0
138
PAYMENT
62,261.96
C197515888
1,066
0
M1257168225
0
0
0
0
375
CASH_IN
137,546.17
C1307606053
1,512,570.97
1,650,117.14
C1641586450
493,070.92
355,524.75
0
0
209
CASH_IN
251,238.31
C1511804176
13,941
4,694,215.07
C992323792
568,919.33
317,681.02
0
0
522
PAYMENT
12,392.03
C1470971705
60,191
47,798.97
M89569649
0
0
0
0
352
PAYMENT
602.28
C1420175889
0
0
M555986356
0
0
0
0
307
PAYMENT
19,456.25
C314979820
31,195
11,738.75
M1196077528
0
0
0
0
164
CASH_OUT
92,580.67
C507567921
80,298
0
C1202318212
615,795.08
708,375.75
0
0
281
CASH_OUT
81,371.72
C1626542333
252,793
171,421.28
C1098815928
0
81,371.72
0
0
44
PAYMENT
10,297.31
C1004637807
24,166
13,868.69
M1449916774
0
0
0
0
10
PAYMENT
13,667.43
C2114166458
0
0
M342485835
0
0
0
0
119
PAYMENT
26,277.96
C744349092
105,440.01
79,162.05
M2001212135
0
0
0
0
12
PAYMENT
21,375.37
C1982862135
344,163.48
322,788.11
M301046206
0
0
0
0
307
PAYMENT
9,955.39
C853426704
196,076.44
186,121.05
M1375444680
0
0
0
0
332
CASH_OUT
125,111.13
C322914581
0
0
C913431226
6,150,814.65
6,275,925.78
0
0
275
PAYMENT
14,603.8
C1334328578
119,225.9
104,622.1
M1990242373
0
0
0
0
204
CASH_OUT
92,781.43
C1112314341
21,010
0
C389006134
0
96,460.65
0
0
325
TRANSFER
1,021,968.13
C1123487903
138,824
0
C354241962
0
1,021,968.13
0
0
398
CASH_OUT
82,888.97
C1443992572
11,323
0
C729628995
878,748.01
961,636.98
0
0
321
CASH_IN
97,995.78
C2053183083
1,061,292.36
1,159,288.14
C1615327911
445,984
347,988.23
0
0
260
CASH_IN
203,380.53
C1589315353
5,433,490.47
5,636,871
C479362752
385,822.71
182,442.18
0
0
34
PAYMENT
861.91
C1467328451
0
0
M612381614
0
0
0
0
153
CASH_IN
199,875.66
C847630259
3,586,207.83
3,786,083.49
C538074799
225,123.01
5,644.01
0
0
326
CASH_IN
50,115.69
C891478351
21,303
71,418.69
C380966995
695,842.62
645,726.93
0
0
331
PAYMENT
15,555.32
C1475895989
0
0
M1921815514
0
0
0
0
378
PAYMENT
13,449.64
C1123224592
0
0
M649037032
0
0
0
0
262
PAYMENT
6,455.24
C696041785
0
0
M1363562874
0
0
0
0
161
CASH_OUT
197,750.03
C1205618290
22,136
0
C1041343102
0
197,750.03
0
0
299
PAYMENT
15,596.38
C1733210443
145,891
130,294.62
M1829763883
0
0
0
0
131
CASH_OUT
256,742.91
C1445662775
0
0
C274303891
1,301,693.78
1,558,436.69
0
0
234
CASH_IN
72,332.07
C110414766
5,843,103.6
5,915,435.67
C227982305
414,949.82
342,617.74
0
0
228
CASH_OUT
260,928.62
C1250373121
16,866
0
C71589904
985,792.19
1,246,720.8
0
0
39
CASH_IN
41,690.83
C1286135435
19,292,465.01
19,334,155.83
C1944100882
228,551
348,162.54
0
0
181
CASH_IN
107,041.37
C1671880333
581
107,622.37
C1387867646
24,600.53
0
0
0
346
PAYMENT
105,802.36
C388175121
69,108.23
0
M224728293
0
0
0
0
375
PAYMENT
38,108.47
C835061932
18,649
0
M1612284832
0
0
0
0
135
CASH_OUT
135,316.41
C1101452757
32,022
0
C1734727847
22,826.27
158,142.68
0
0
349
PAYMENT
22,412.9
C713295905
0
0
M1087550452
0
0
0
0
162
CASH_IN
127,103
C641266075
7,045,322.19
7,172,425.19
C1695231993
2,672,147.78
2,545,044.78
0
0
180
CASH_IN
163,487.55
C1980957844
14,793
178,280.55
C1343151526
2,660,264.52
2,496,776.97
0
0
235
CASH_OUT
45,819.62
C1862104863
29,108
0
C1865123961
566,619
612,438.62
0
0
130
CASH_IN
325,045.3
C98427546
9,232
334,277.3
C1441991436
0
0
0
0
310
TRANSFER
4,754,115.62
C1130719527
0
0
C467827295
14,841,502.21
19,595,617.84
0
0
208
PAYMENT
8,357.87
C2009578256
68
0
M131182707
0
0
0
0
324
CASH_IN
41,323.87
C1379997556
10,302
51,625.87
C1599774585
1,057,007.67
1,015,683.8
0
0
401
PAYMENT
12,665.1
C370420588
0
0
M1509033262
0
0
0
0
162
CASH_OUT
184,057.48
C654159550
4,080
0
C374602596
387,852.99
873,888.58
0
0
670
TRANSFER
69,409.52
C1988837409
0
0
C1421161757
149,687.97
219,097.5
0
0
324
CASH_OUT
132,628.85
C1921738160
22,748
0
C530265797
2,763,634.1
2,828,849.52
0
0
238
CASH_IN
209,260.32
C964948755
6,897,012.02
7,106,272.34
C2044203521
1,805,530.95
1,596,270.64
0
0
158
PAYMENT
11,066.93
C65970079
32,319
21,252.07
M287255986
0
0
0
0
301
CASH_OUT
203,934.33
C1105373055
11,580
0
C501504506
25,920.93
229,855.27
0
0
356
CASH_OUT
344,800.65
C1610838842
0
0
C502635369
445,738.06
790,538.71
0
0
160
PAYMENT
35,828.25
C168836338
57,258
21,429.75
M941854342
0
0
0
0
307
TRANSFER
957,678.5
C532901653
241,844
0
C645585371
66,986.67
1,024,665.17
0
0
201
PAYMENT
10,006.7
C1950580603
1,718
0
M385578277
0
0
0
0
40
CASH_OUT
253,776.77
C561862271
91,697
0
C1552767226
780,472.29
1,026,338.66
0
0
136
PAYMENT
10,512.19
C884240789
0
0
M589577217
0
0
0
0
402
CASH_OUT
170,712.39
C1752840891
133,305.29
0
C617856505
172,797.37
343,509.75
0
0
12
PAYMENT
9,764.5
C1566757673
593,125.13
583,360.63
M1428886333
0
0
0
0
21
PAYMENT
13,042.08
C2019386168
32,721
19,678.92
M1991716689
0
0
0
0