step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
44
PAYMENT
1,009.69
C1383696217
48,150.77
47,141.08
M1465769633
0
0
0
0
372
CASH_OUT
8,541.31
C1373824038
0
0
C363989136
448,949.83
457,491.14
0
0
321
CASH_OUT
118,458.12
C242782284
0
0
C734772990
314,626.83
433,084.95
0
0
282
TRANSFER
301,832.96
C912544927
106,581.9
0
C1595971324
3,896,755.71
4,420,621.54
0
0
257
CASH_OUT
301,121.35
C522994621
5,094
0
C703247592
6,668,884.76
6,970,006.11
0
0
401
CASH_OUT
429,157.11
C1981979450
465
0
C1389347402
226,879.95
656,037.05
0
0
422
PAYMENT
25,650.98
C932579406
43,141
17,490.02
M182478922
0
0
0
0
301
CASH_IN
315,589.12
C25102310
433,752.48
749,341.59
C484123347
598,820.25
283,231.13
0
0
159
CASH_OUT
129,123.43
C1619250125
0
0
C581576401
186,081.92
315,205.34
0
0
159
CASH_IN
373,896.96
C346893862
556
374,452.96
C43176299
69,507.63
0
0
0
157
CASH_OUT
112,247.45
C2106170173
20,524
0
C1552605489
1,580,271.43
1,692,518.87
0
0
211
PAYMENT
17,905.51
C1711646000
75,179.65
57,274.14
M789748630
0
0
0
0
380
CASH_OUT
69,639.94
C1479264642
0
0
C884787922
710,472.91
780,112.85
0
0
18
CASH_IN
125,906.25
C55611608
3,771,655.81
3,897,562.06
C1168454276
702,730.43
576,824.17
0
0
397
CASH_OUT
70,781.22
C1465796223
0
0
C1651170295
172,292.07
243,073.29
0
0
426
CASH_OUT
490,252.16
C27417747
21,734
0
C1074125471
1,551,127.11
2,041,379.27
0
0
310
CASH_IN
5,337.18
C401929937
484,896
490,233.18
C1856866747
23,162.39
17,825.21
0
0
212
PAYMENT
1,464.81
C2035511604
0
0
M1154733284
0
0
0
0
353
CASH_IN
83,607.77
C610693836
75,548
159,155.77
C745683192
0
0
0
0
225
CASH_OUT
30,567.9
C595353404
0
0
C1581407467
1,434,440.31
1,465,008.21
0
0
399
PAYMENT
2,904.34
C1966212871
716.8
0
M1588325313
0
0
0
0
401
TRANSFER
430,176.55
C1292476630
0
0
C1226440072
503,508.68
933,685.23
0
0
14
CASH_OUT
3,873.81
C869787869
32,158
28,284.19
C1633208957
1,371,456.63
1,961,037.95
0
0
351
PAYMENT
10,351.54
C340537054
0
0
M1305035972
0
0
0
0
281
CASH_IN
227,336.18
C679902196
21,290
248,626.18
C1794711160
678,605.75
451,269.57
0
0
206
CASH_IN
268,476.9
C1393515727
1,061,239.55
1,329,716.45
C1825103243
2,034,537.64
1,766,060.74
0
0
347
TRANSFER
1,359,720.67
C272666296
157
0
C1714114929
0
1,359,720.67
0
0
19
DEBIT
4,634.59
C1970794007
0
0
C1313031806
20,898
25,532.59
0
0
188
PAYMENT
1,682.15
C394336758
342,469.56
340,787.41
M617619117
0
0
0
0
139
CASH_OUT
23,754.89
C678728110
35,534
11,779.11
C1147741827
239,678.35
263,433.24
0
0
235
PAYMENT
12,861.4
C24226253
99,553.97
86,692.57
M987476837
0
0
0
0
280
PAYMENT
3,331.6
C323477208
0
0
M1027455526
0
0
0
0
202
CASH_IN
316,541.54
C2032169016
4,546,702.98
4,863,244.52
C1019670582
13,556,082.28
13,239,540.74
0
0
204
PAYMENT
34,046.46
C1867671148
33,306.03
0
M566282909
0
0
0
0
188
CASH_OUT
593,479.82
C360462197
0
0
C1564212746
1,021,065.91
1,614,545.73
0
0
188
CASH_IN
19,122.74
C1883443454
1,715,804.61
1,734,927.35
C1395489742
131,865.83
112,743.09
0
0
251
CASH_IN
73,487.09
C72906132
1,030,075.79
1,103,562.88
C2130588576
335,591.89
262,104.81
0
0
687
PAYMENT
63,257.86
C1457605678
243,491.91
180,234.05
M267589601
0
0
0
0
326
PAYMENT
15,208.7
C667219431
0
0
M1108336444
0
0
0
0
329
CASH_IN
82,214.73
C1117076172
763
82,977.73
C1958767103
7,346,493.67
7,264,278.94
0
0
45
CASH_OUT
34,258.18
C1265652830
206,373
172,114.82
C1794177380
48,348.13
184,331.33
0
0
333
PAYMENT
4,584.87
C1736438611
0
0
M1245778602
0
0
0
0
356
CASH_IN
479.28
C1919545287
31,076
31,555.28
C1779857533
112,322.39
111,843.11
0
0
134
CASH_OUT
393,120.14
C393001551
0
0
C838671065
506,298.35
899,418.49
0
0
13
CASH_OUT
213,014.75
C809314654
7,007
0
C108094953
334,822.34
547,837.09
0
0
37
CASH_OUT
25,216.29
C922039072
11,575
0
C2095092123
1,979,842.64
2,276,642.36
0
0
33
PAYMENT
25,623.98
C249859847
11,753.31
0
M1960223332
0
0
0
0
394
CASH_IN
29,904.34
C1663833141
41,437
71,341.34
C673774365
831,498.52
801,594.17
0
0
404
PAYMENT
5,288.74
C1506562082
0
0
M1616853819
0
0
0
0
238
CASH_IN
105,701.61
C1805062399
5,249,694.06
5,355,395.68
C1483446961
3,037,275.1
2,931,573.49
0
0
11
DEBIT
2,323.98
C2744602
582,244
579,920.02
C522205158
441,009.32
443,333.3
0
0
261
TRANSFER
392,281.46
C706313070
0
0
C1813778364
897,163.04
1,289,444.5
0
0
34
PAYMENT
4,760.36
C1490420005
0
0
M1713436830
0
0
0
0
165
PAYMENT
6,892.6
C1624498635
65,079.88
58,187.27
M44510190
0
0
0
0
38
CASH_IN
60,664.53
C1894928509
792,813.37
853,477.9
C1692799847
3,104,730.24
3,044,065.71
0
0
156
CASH_IN
165,559.66
C323793792
23,927,443.4
24,093,003.06
C1242043344
1,619,127.01
1,453,567.35
0
0
203
TRANSFER
101,944.16
C365075489
0
0
C1102584395
481,854.1
583,798.26
0
0
400
PAYMENT
3,087.9
C1605230918
164,499.23
161,411.33
M112354826
0
0
0
0
254
PAYMENT
8,010.31
C1348540279
204,678.12
196,667.81
M212149021
0
0
0
0
305
CASH_IN
110,346.58
C48010943
998
111,344.58
C1677033704
4,899.94
0
0
0
39
CASH_OUT
264,378.55
C1761801141
0
0
C1372986742
1,236,145.46
1,500,524.02
0
0
349
CASH_OUT
15,164.3
C1167224018
61,621
46,456.7
C453599604
7,470.37
22,634.68
0
0
130
CASH_OUT
79,077.86
C1974936087
0
0
C684877386
3,015,048.49
3,094,126.35
0
0
140
PAYMENT
7,010.22
C641382705
40,636
33,625.78
M3664845
0
0
0
0
397
CASH_IN
130,461.5
C1215394147
50,814
181,275.5
C199987518
0
0
0
0
590
CASH_OUT
306,743.7
C1223253908
29,951
0
C136559659
164,078.03
470,821.73
0
0
328
CASH_IN
47,918.21
C918416944
13,758,610.53
13,806,528.74
C451731094
6,808,481.2
6,760,562.99
0
0
380
TRANSFER
646,253.88
C333974971
0
0
C571730955
693,149.16
1,339,403.04
0
0
18
CASH_IN
29,871.67
C565252442
213,230
243,101.67
C372698948
0
0
0
0
259
CASH_IN
212,617.01
C1965350371
5,671
218,288.01
C460154939
1,521,730.18
1,309,113.17
0
0
184
CASH_OUT
214,473.92
C1434665255
1,391
0
C539503929
8,937,049.75
9,151,523.67
0
0
43
CASH_OUT
7,197.99
C255012416
0
0
C794801857
18,799,940.59
18,807,138.59
0
0
298
CASH_IN
46,912.03
C1398970301
21,067
67,979.03
C283764370
290,918.87
244,006.84
0
0
165
PAYMENT
5,345.92
C694851795
847,060
841,714.08
M1622309051
0
0
0
0
407
PAYMENT
66,927.75
C1248418835
13,130.79
0
M520038295
0
0
0
0
306
CASH_OUT
453,660.35
C1113864332
0
0
C236273512
2,255,078.22
2,708,738.57
0
0
19
PAYMENT
18,479.66
C631963502
35,256.7
16,777.04
M1018957244
0
0
0
0
225
CASH_IN
117,539.82
C384285514
1,863,767.12
1,981,306.94
C1158502907
811,739.55
694,199.72
0
0
375
CASH_OUT
588,332.82
C735781298
0
0
C1342467176
5,777,739.81
6,366,072.63
0
0
321
PAYMENT
5,695.44
C238512693
0
0
M1739166309
0
0
0
0
275
CASH_IN
258,774.79
C1107560447
108,133
366,907.79
C1711633319
78,692.25
0
0
0
251
PAYMENT
15,871.06
C213993198
29,917
14,045.94
M981038261
0
0
0
0
500
PAYMENT
10,565.89
C357339700
0
0
M331261412
0
0
0
0
255
PAYMENT
5,021.05
C1258558228
12,017.58
6,996.54
M1446723869
0
0
0
0
19
PAYMENT
15,958.29
C530622951
254,410.22
238,451.92
M945674389
0
0
0
0
398
CASH_IN
389,086.87
C88670307
13,941
10,703,180.12
C2070419486
480,211.75
91,124.88
0
0
394
PAYMENT
11,763.88
C131720984
0
0
M825261445
0
0
0
0
46
CASH_IN
455,649.4
C431324682
10,068,356.04
10,524,005.44
C1469084143
6,451,367.91
5,995,718.51
0
0
132
PAYMENT
23,694.24
C1345704399
143,860.55
120,166.31
M1248345322
0
0
0
0
260
CASH_OUT
271,488.79
C2030111928
0
0
C1721027874
380,383.1
651,871.89
0
0
155
PAYMENT
157.39
C1765742317
98,092
97,934.61
M1675930827
0
0
0
0
640
PAYMENT
13,673.61
C1042754742
0
0
M723138339
0
0
0
0
136
PAYMENT
4,270.08
C2118545555
338,923.02
334,652.94
M214960443
0
0
0
0
283
PAYMENT
14,001.15
C2010379131
0
0
M1015645117
0
0
0
0
299
CASH_OUT
226,249.93
C1743569160
10,536
0
C1968433108
0
226,249.93
0
0
229
TRANSFER
1,353,820.75
C825313567
10,463
0
C1062433048
1,490,207.29
2,844,028.04
0
0
323
PAYMENT
10,391.03
C1797943846
0
0
M2145790669
0
0
0
0
153
TRANSFER
362,681.86
C665412335
0
0
C855692219
500,165.81
862,847.67
0
0
160
PAYMENT
21,722.65
C901948673
0
0
M1375453877
0
0
0
0
185
PAYMENT
11,139.79
C135185840
0
0
M1743462644
0
0
0
0