step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
300
PAYMENT
32,690.06
C1092982137
415
0
M1937389829
0
0
0
0
226
PAYMENT
15,855.27
C883754077
26,974
11,118.73
M753756804
0
0
0
0
321
PAYMENT
52,284.56
C1669206046
0
0
M532832544
0
0
0
0
251
CASH_OUT
398,168.43
C1432708869
220,359.72
0
C1981355984
1,148,376.46
1,546,544.89
0
0
394
CASH_OUT
201,447.81
C1370706962
28,465
0
C2097436909
0
201,447.81
0
0
140
PAYMENT
7,920.52
C773890759
43,558
35,637.48
M2011283784
0
0
0
0
10
PAYMENT
78.23
C1142296372
276,323.66
276,245.44
M817298798
0
0
0
0
8
CASH_OUT
274,863.07
C810795179
0
0
C1424731356
1,129,180.14
0
0
0
34
PAYMENT
27,389.93
C457666452
38,640.37
11,250.44
M242468230
0
0
0
0
203
CASH_IN
191,664.23
C285171535
19,138
210,802.23
C1063606307
0
0
0
0
203
PAYMENT
5,138.4
C83729894
0
0
M534433075
0
0
0
0
332
DEBIT
3,372.12
C1870328268
29,620
26,247.88
C276022566
45,711.76
49,083.88
0
0
178
PAYMENT
4,572.73
C957819774
0
0
M1720336056
0
0
0
0
135
CASH_OUT
211,119.31
C592717547
100,537
0
C934853509
209,667
420,786.31
0
0
371
CASH_IN
46,872.27
C627189974
18,511
65,383.27
C120530536
0
0
0
0
378
PAYMENT
18,371.13
C1872437296
18,661.79
290.67
M2135168858
0
0
0
0
349
CASH_OUT
146,191.85
C896087078
0
0
C1552999158
4,603,673.28
4,749,865.13
0
0
371
PAYMENT
35,007.71
C1539574479
0
0
M83704613
0
0
0
0
210
PAYMENT
7,887.18
C278763950
70,409
62,521.82
M441200211
0
0
0
0
13
PAYMENT
8,434.58
C642273110
0
0
M1552301249
0
0
0
0
250
CASH_IN
406,702.02
C2059242821
463,314.66
870,016.68
C1875583711
3,172,469.5
2,765,767.48
0
0
371
CASH_IN
214,423.89
C1044355910
10,311,754.02
10,526,177.91
C59901056
1,476,921.44
1,262,497.55
0
0
351
CASH_IN
86,010.85
C879712064
6,067,280.64
6,153,291.49
C1546411648
3,120,836.28
3,034,825.43
0
0
276
TRANSFER
1,302,374.57
C60259605
28,372
0
C1629738129
5,755
1,308,129.57
0
0
281
PAYMENT
18,175.04
C392841400
0
0
M1791047024
0
0
0
0
202
CASH_IN
292,989.61
C154378100
856,538.87
1,149,528.48
C545990664
296,803.26
3,813.65
0
0
382
CASH_OUT
5,872.88
C784613597
2,007
0
C608175647
304,868.14
310,741.02
0
0
213
CASH_IN
18,886.32
C1658890198
105,397
124,283.32
C1752310930
952,030.31
933,143.99
0
0
327
PAYMENT
26,863.17
C406664920
0
0
M928785513
0
0
0
0
185
PAYMENT
16,975.92
C959228057
21,396
4,420.08
M1272263978
0
0
0
0
275
TRANSFER
220,035.93
C458075458
1,909
0
C1601457862
0
220,035.93
0
0
381
PAYMENT
6,068.07
C601928063
214,982
208,913.93
M1031351666
0
0
0
0
237
PAYMENT
7,029.05
C108039681
189,405.88
182,376.83
M1715179818
0
0
0
0
232
PAYMENT
7,614.11
C1910475638
30,196
22,581.89
M1297696354
0
0
0
0
229
PAYMENT
14,023.61
C2060474343
0
0
M1813357056
0
0
0
0
177
CASH_IN
18,630.46
C1453424266
31,326
49,956.46
C202220325
734,381.82
715,751.37
0
0
13
CASH_OUT
449,943.11
C1147409263
117,500
0
C332975274
833,217.58
1,283,160.69
0
0
157
TRANSFER
9,601.33
C854360636
0
0
C1742020302
2,032,498.04
2,042,099.37
0
0
21
PAYMENT
3,810.54
C1201871207
17,640
13,829.46
M1155934536
0
0
0
0
280
CASH_IN
350,516.62
C1667997799
4,613,158.46
4,963,675.08
C1874170461
800,550.37
450,033.75
0
0
211
CASH_OUT
192,393.7
C2033442741
0
0
C1554717982
3,136,180.05
3,328,573.75
0
0
394
CASH_IN
74,261.85
C202123995
42,199
116,460.85
C1408403777
898,663.86
824,402.01
0
0
46
CASH_OUT
119,620.88
C808583035
0
0
C1578335459
133,087.02
252,707.9
0
0
159
CASH_OUT
115,491.8
C39227554
0
0
C1266618319
1,047,908.06
1,163,399.86
0
0
135
PAYMENT
32,371.41
C1882428815
480,366
447,994.59
M1089064134
0
0
0
0
181
CASH_OUT
197,413.25
C1552100559
4,683
0
C1885720523
258,705.11
456,118.35
0
0
134
CASH_IN
234,470.77
C398459762
2,942,753.67
3,177,224.44
C958135309
410,243.14
175,772.37
0
0
231
CASH_IN
53,998.77
C1837896609
7,213,299.26
7,267,298.03
C1807595570
142,342.49
88,343.72
0
0
202
PAYMENT
7,206.95
C614791379
39,382.44
32,175.49
M968646830
0
0
0
0
36
CASH_OUT
228,103.8
C1678529366
0
0
C2087913014
246,344.26
474,448.06
0
0
686
CASH_IN
51,078.13
C558702268
1,384,509.34
1,435,587.47
C1837815693
2,831,963.83
2,780,885.7
0
0
179
TRANSFER
823,679.56
C293743581
7,170
0
C1414238160
0
823,679.56
0
0
401
PAYMENT
13,531.58
C558444055
0
0
M1084510265
0
0
0
0
256
CASH_IN
95,247.6
C818773827
31,063
126,310.6
C894029815
12,813.36
0
0
0
204
CASH_OUT
77,767.56
C564448794
0
0
C161452758
268,773.16
468,402.08
0
0
370
TRANSFER
41,311.75
C1926205323
0
0
C1786726575
2,004,130.11
2,045,441.86
0
0
155
PAYMENT
23,485.22
C579164608
0
0
M1009443247
0
0
0
0
351
CASH_IN
367,847.88
C385638241
416,500
784,347.88
C1448209839
268,126.5
0
0
0
396
CASH_IN
44,211.48
C216569101
20,983,585.31
21,027,796.79
C1050209890
175,568.13
131,356.65
0
0
139
CASH_OUT
250,014.23
C780009839
0
0
C1844464656
1,843,057.7
2,093,071.93
0
0
563
CASH_IN
206,144.99
C1368498109
161,568
367,712.99
C1038794885
14,263,846.91
14,057,701.93
0
0
21
CASH_IN
194,976.99
C1939616264
652,147.11
847,124.1
C897561978
220,932.15
25,955.15
0
0
327
TRANSFER
2,127,089.79
C2099737035
112,114
0
C1702511699
1,492,427.89
3,619,517.68
0
0
471
PAYMENT
32,322.51
C964830679
391,605
359,282.49
M1559048810
0
0
0
0
162
CASH_IN
252,618.74
C1109607486
16,253
268,871.74
C486032428
96,350.82
0
0
0
137
CASH_OUT
26,918.68
C458507841
8,510
0
C1745551276
0
114,275.54
0
0
408
PAYMENT
2,352.38
C137019624
31,327
28,974.62
M1009582522
0
0
0
0
138
CASH_OUT
124,483.56
C1034543125
10,599
0
C105191836
0
124,483.56
0
0
256
DEBIT
221.87
C612203719
84,035.98
83,814.1
C407027765
44,263.88
44,485.76
0
0
139
PAYMENT
5,577.02
C347409275
69,858
64,280.98
M309846016
0
0
0
0
405
CASH_OUT
172,471.83
C1081093934
0
0
C1554865197
6,717,657.67
6,890,129.5
0
0
370
PAYMENT
6,332.04
C1641485734
39,974
33,641.96
M826211005
0
0
0
0
20
CASH_OUT
7,319.06
C349726295
0
0
C272906785
22,845
0
0
0
1
PAYMENT
4,189.31
C978035840
124,618.5
120,429.2
M666312528
0
0
0
0
331
CASH_OUT
279,815.28
C750884671
32,366
0
C1343600598
0
279,815.28
0
0
182
CASH_OUT
466,565.25
C1877273944
22,589
0
C367480953
0
466,565.25
0
0
186
CASH_OUT
259,697.4
C1509605882
0
0
C1372792336
1,917,958.26
2,177,655.66
0
0
235
CASH_IN
277,639.31
C334884897
39,843
317,482.31
C1510815107
0
0
0
0
310
PAYMENT
24,924.34
C1314542502
11,214
0
M826814298
0
0
0
0
279
CASH_OUT
138,894.02
C651246927
0
0
C60796535
1,860,567.99
1,999,462.01
0
0
346
PAYMENT
21,251.17
C632994665
68,526.87
47,275.69
M1757715893
0
0
0
0
187
PAYMENT
1,102.46
C1005296496
82,803
81,700.54
M1399567910
0
0
0
0
22
PAYMENT
3,670.74
C1669216447
10,021
6,350.26
M445415503
0
0
0
0
301
PAYMENT
12,961.03
C1243399317
41,960
28,998.97
M2066285130
0
0
0
0
203
CASH_OUT
173,938.77
C1514303658
0
0
C1715795933
777,930.77
951,869.55
0
0
381
PAYMENT
11,620.72
C264003898
0
0
M675935392
0
0
0
0
255
PAYMENT
43.1
C523646934
9,906
9,862.9
M1132129821
0
0
0
0
8
CASH_OUT
341,554.31
C1887192166
0
0
C1163480574
1,511,509.09
1,798,734.57
0
0
178
CASH_OUT
150,257.98
C588416504
11,770
0
C251198050
132,578.08
282,836.06
0
0
158
CASH_OUT
120,848.77
C1562067855
20,332
0
C700110554
1,482,311.78
1,603,160.55
0
0
345
TRANSFER
394,498.32
C1903548887
177,977.99
0
C328285138
1,700,675.18
2,095,173.5
0
0
44
CASH_IN
54,193.48
C732831913
6,561,809.29
6,616,002.76
C955495895
89,648.94
35,455.46
0
0
301
CASH_IN
278,105.46
C1288615779
20,995
299,100.46
C1636966593
0
0
0
0
299
CASH_OUT
14,962.89
C1821992014
258,844.99
243,882.1
C243962745
4,615,463.04
4,630,425.93
0
0
360
PAYMENT
2,868.57
C1095343535
6,153
3,284.43
M2145627891
0
0
0
0
9
CASH_OUT
92,267.15
C2057364305
461,372.91
369,105.76
C1263845074
2,651,831.45
4,563,081.41
0
0
376
CASH_OUT
46,890.69
C1709803141
12,000
0
C490502479
978,610.03
1,025,500.71
0
0
203
CASH_OUT
417,994.09
C507775792
0
0
C1092216719
1,758,340.44
2,176,334.53
0
0
276
CASH_OUT
203,887.86
C395469963
0
0
C888149804
2,808,296.58
3,012,184.44
0
0
656
PAYMENT
4,823.38
C535214432
1,198
0
M482191659
0
0
0
0