step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
354
PAYMENT
15,000.95
C1879264931
296
0
M913351160
0
0
0
0
354
PAYMENT
38,615.63
C2010375621
0
0
M1684126969
0
0
0
0
397
CASH_IN
359,828.26
C1874751090
301,510
661,338.26
C1584687708
7,749.99
0
0
0
35
TRANSFER
982,488.89
C996256888
337,242.47
0
C1391708686
5,862,531.23
7,118,609.87
0
0
350
CASH_IN
15,181.34
C1205241107
7,575,648.34
7,590,829.69
C1500819407
235,769.14
220,587.8
0
0
299
CASH_IN
103,058.46
C603570380
19,644
122,702.46
C1526292534
0
0
0
0
188
CASH_OUT
163,522.71
C1673424770
0
0
C1281442496
3,569,907.48
3,733,430.19
0
0
138
PAYMENT
13,924.71
C182329051
0
0
M1926822713
0
0
0
0
500
PAYMENT
4,448.69
C1041079442
83,996
79,547.31
M1351147386
0
0
0
0
284
CASH_OUT
213,841.18
C597163123
507
0
C1172789369
600,881.03
814,722.21
0
0
277
PAYMENT
12,654.89
C1873227002
0
0
M232809587
0
0
0
0
408
CASH_OUT
470,371.29
C1886479821
70,379
0
C1023535462
0
470,371.29
0
0
160
CASH_OUT
63,734.48
C1539610173
0
0
C866967539
84,624.43
148,358.91
0
0
282
PAYMENT
7,182.77
C2014792475
0
0
M1242997900
0
0
0
0
279
CASH_OUT
492.83
C163696979
405,573.84
405,081
C2052424796
2,842,267.1
2,842,759.93
0
0
322
PAYMENT
3,509.05
C1874044066
0
0
M1265032208
0
0
0
0
306
CASH_IN
346,799.64
C602381796
1,556
348,355.64
C928747403
206,700.35
0
0
0
202
CASH_IN
289,939.77
C1217730068
8,345
298,284.77
C1932493289
310,410.5
20,470.73
0
0
34
PAYMENT
8,398.15
C284087554
72,682
64,283.85
M915190751
0
0
0
0
353
PAYMENT
27,730.54
C1581508023
0
0
M1501611411
0
0
0
0
258
TRANSFER
117,950.72
C225308529
108,996.99
0
C1846414613
426,806.06
544,756.78
0
0
347
TRANSFER
234,080.11
C343220744
1,807
0
C1158388230
50,734.62
284,814.74
0
0
347
CASH_IN
22,023.56
C1006513277
554,111.12
576,134.68
C312918357
164,029.07
142,005.5
0
0
34
PAYMENT
12,773.83
C1938586397
0
0
M1839663086
0
0
0
0
40
CASH_OUT
141,537.79
C801746285
0
0
C103242591
217,844.01
359,381.81
0
0
285
PAYMENT
33,323.75
C1246412302
0
0
M658972091
0
0
0
0
326
PAYMENT
16,855.17
C1832805883
0
0
M427801923
0
0
0
0
236
CASH_OUT
245,366.77
C2014218428
0
0
C1156099546
2,736,028.05
2,981,394.82
0
0
226
PAYMENT
5,450.69
C746538766
52,868
47,417.31
M98879808
0
0
0
0
251
PAYMENT
12,612.2
C1373018564
110
0
M1823131358
0
0
0
0
208
PAYMENT
20,510.11
C1954712493
0
0
M1982311311
0
0
0
0
683
CASH_OUT
9,525.79
C1066913710
22,348
12,822.21
C1146989216
2,364,923.55
2,374,449.34
0
0
372
PAYMENT
16,121.53
C462741365
0
0
M504443374
0
0
0
0
347
PAYMENT
25,667.06
C68026713
41,704
16,036.94
M43048981
0
0
0
0
332
PAYMENT
2,171.22
C1158777943
91,815
89,643.78
M1558857559
0
0
0
0
377
CASH_OUT
202,939.94
C1811828787
0
0
C117865536
777,978.14
980,918.08
0
0
42
PAYMENT
12,664.46
C1889904153
0
0
M2021493995
0
0
0
0
129
CASH_OUT
516,578.24
C423044392
67
0
C941762916
0
516,578.24
0
0
134
CASH_IN
65,622.94
C134172051
30,214
95,836.94
C233656488
1,931,674.71
1,866,051.77
0
0
39
PAYMENT
17,272.42
C762886057
0
0
M134314465
0
0
0
0
214
PAYMENT
9,339.05
C1588871114
10,747
1,407.95
M445910160
0
0
0
0
347
PAYMENT
10,714.5
C579007954
58,576
47,861.5
M1262523943
0
0
0
0
251
PAYMENT
4,815.11
C817872522
0
0
M1721934148
0
0
0
0
373
PAYMENT
19,787.71
C84032285
0
0
M811837379
0
0
0
0
348
CASH_OUT
341,706.05
C1051898735
24,574
0
C1212545025
1,814,211.47
2,155,917.52
0
0
301
PAYMENT
83,144.98
C586422401
0
0
M938331558
0
0
0
0
234
CASH_OUT
104,893.44
C1040889251
42,100
0
C1225660861
335,217.18
440,110.62
0
0
259
CASH_OUT
258,542.71
C2030250089
0
0
C1914617637
1,260,273.18
1,518,815.88
0
0
161
CASH_IN
76,619.99
C1565720391
750,515.01
827,134.99
C1367063537
4,751,600.79
4,674,980.8
0
0
120
PAYMENT
19,595.24
C631875487
21,071
1,475.76
M2034395162
0
0
0
0
160
CASH_IN
108,411.85
C1337624319
3,523,692.96
3,632,104.81
C314560496
11,215,029.97
11,106,618.12
0
0
131
TRANSFER
359,146.61
C988786315
0
0
C1850534887
499,880.03
859,026.64
0
0
204
CASH_IN
187,408.34
C484770485
5,730,083.94
5,917,492.28
C444599376
204,183.14
16,774.8
0
0
232
CASH_OUT
333,296.93
C51957198
69,835
0
C1165033603
300,465.87
633,762.81
0
0
329
PAYMENT
9,832.46
C1875117934
202,350
192,517.54
M1488288564
0
0
0
0
354
PAYMENT
8,497.84
C1423787907
814
0
M1210133082
0
0
0
0
211
CASH_OUT
160,080.22
C1937933835
0
0
C2031870148
854,491.72
1,014,571.94
0
0
188
PAYMENT
8,493.69
C2025586204
27,984
19,490.31
M866957242
0
0
0
0
161
PAYMENT
7,084.89
C1395518475
0
0
M924337865
0
0
0
0
687
PAYMENT
4,808.45
C500349933
69,799
64,990.55
M283106103
0
0
0
0
18
TRANSFER
26,627.65
C22559329
0
0
C1037971876
511,219.55
537,847.19
0
0
206
CASH_IN
218,043.95
C810217648
5,804,997.03
6,023,040.99
C647589480
629,702.99
411,659.04
0
0
10
CASH_OUT
640,719.44
C954769867
22,471
0
C478480868
10,444
913,603.93
0
0
300
CASH_OUT
400,834.4
C712299258
507.18
0
C1336328816
839,614.78
1,240,449.19
0
0
370
PAYMENT
6,842.63
C1472537807
70,429
63,586.37
M1086969892
0
0
0
0
348
CASH_OUT
185,516.32
C464130465
1,057
0
C45857472
0
185,516.32
0
0
398
TRANSFER
727,358.68
C1291852131
419
0
C354722733
1,238,407.11
1,965,765.8
0
0
259
CASH_OUT
88,207.98
C898532720
8,958
0
C1418316749
0
88,207.98
0
0
397
CASH_IN
43,859.15
C2121151432
648,946.69
692,805.84
C1228670925
118,757.38
74,898.23
0
0
278
PAYMENT
7,308.45
C1914444506
5,281
0
M1083314308
0
0
0
0
49
DEBIT
1,242.13
C110994226
42,201
40,958.87
C738257103
111,771.4
113,013.52
0
0
393
PAYMENT
49,968.21
C1830584685
8,872.23
0
M154476628
0
0
0
0
259
CASH_OUT
93,529.99
C1367884998
0
0
C592943127
820,338.66
913,868.66
0
0
132
CASH_IN
192,224.47
C1752046599
20,771,879.78
20,964,104.25
C1461941814
338,220.18
145,995.7
0
0
439
CASH_IN
134,629.03
C288325262
9,575,257.06
9,709,886.09
C530428123
4,884,988.74
4,750,359.71
0
0
330
CASH_OUT
18,516.46
C390473675
40,091
21,574.54
C2131173011
0
18,516.46
0
0
43
CASH_OUT
217,840.64
C1901838409
0
0
C1465145016
1,045,146.65
1,262,987.29
0
0
35
PAYMENT
21,103.16
C1448565191
0
0
M952853072
0
0
0
0
225
PAYMENT
25,962.52
C626619906
9,904
0
M56655658
0
0
0
0
203
PAYMENT
18,658.92
C2103358464
30,163
11,504.08
M1659433615
0
0
0
0
406
TRANSFER
1,669,203.99
C1341008192
0
0
C1299219832
3,699,523
5,368,726.99
0
0
307
PAYMENT
20,499.75
C63291196
0
0
M1987332924
0
0
0
0
253
PAYMENT
5,082.01
C1425802482
0
0
M1854091482
0
0
0
0
19
CASH_OUT
133,032.37
C1122802481
0
0
C1541249299
386,285.69
1,026,223.77
0
0
395
PAYMENT
60,189.21
C2062090661
410,156.5
349,967.29
M172575546
0
0
0
0
14
PAYMENT
9,245.17
C2068677635
63,145.3
53,900.12
M95106845
0
0
0
0
140
PAYMENT
9,391.51
C1607484797
114,393.07
105,001.56
M1226503603
0
0
0
0
16
CASH_OUT
46,944.17
C1286105693
22,996
0
C1447671774
415,486.28
462,430.45
0
0
395
CASH_OUT
392,112.6
C457106201
23,091.1
0
C1800579885
1,473,651.95
1,865,764.55
0
0
257
CASH_OUT
157,877.56
C1286078403
14,074.47
0
C358804045
8,506,381.14
8,664,258.7
0
0
330
CASH_OUT
46,202.83
C1199217143
0
0
C344256415
412,400.57
458,603.4
0
0
185
CASH_IN
1,002.12
C1554639066
5,834,303.68
5,835,305.8
C1747577449
77,245.88
76,243.76
0
0
139
CASH_IN
256,261.18
C373308062
2,323
258,584.18
C988231256
377,534.5
121,273.32
0
0
203
PAYMENT
5,353.93
C262315963
2,916
0
M1734850230
0
0
0
0
354
CASH_IN
109,749.81
C1293848677
21,578
131,327.81
C631613454
90,482.86
0
0
0
259
CASH_IN
166,456.54
C221546198
5,427
171,883.54
C1962938940
2,987,690.8
2,821,234.26
0
0
358
PAYMENT
22,984.91
C1514144263
18,439
0
M1775180673
0
0
0
0
40
PAYMENT
7,366.24
C504560807
262,216.57
254,850.32
M545366197
0
0
0
0
379
CASH_IN
202,978.08
C1917025038
231,802.35
434,780.42
C837172371
600,219.43
397,241.36
0
0
278
PAYMENT
8,594.03
C2075915384
45,539.62
36,945.58
M1511169208
0
0
0
0