step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
322
TRANSFER
440,777.12
C1642074775
69,844
0
C1200754697
330,515.95
771,293.08
0
0
451
CASH_IN
246,608.79
C1697846408
24,186
270,794.79
C1143329943
2,313,124.83
2,066,516.03
0
0
259
CASH_IN
264,161.19
C994905923
1,594,523.95
1,858,685.14
C952595667
1,400,027.86
1,135,866.67
0
0
402
CASH_OUT
160,459.73
C480642841
0
0
C1520594719
3,666,604.84
3,827,064.56
0
0
377
CASH_OUT
71,022.97
C1213288489
10,646
0
C1797919997
84,887.49
155,910.46
0
0
13
PAYMENT
8,342.03
C1445108729
305,000.28
296,658.26
M304191532
0
0
0
0
299
PAYMENT
36,155.19
C1292696100
0
0
M1512096412
0
0
0
0
19
PAYMENT
7,473.63
C1625306007
0
0
M1853307520
0
0
0
0
95
CASH_OUT
32,196.59
C1799388629
0
0
C988705496
5,199,861.08
5,015,322.9
0
0
212
CASH_IN
273,748.47
C2003401620
5,763,638.14
6,037,386.61
C1714938931
296,143.76
22,395.28
0
0
297
CASH_OUT
131,718.61
C616396980
10,891
0
C1795131625
151,744.09
283,462.7
0
0
395
CASH_OUT
55,698.81
C1198033300
100,462
44,763.19
C1959559159
0
55,698.81
0
0
134
CASH_OUT
348,275.35
C1522624119
0
0
C74288440
2,854,643.75
3,202,919.1
0
0
156
PAYMENT
12,355.58
C1674220591
0
0
M2032504797
0
0
0
0
287
PAYMENT
14,868.76
C1805204516
0
0
M1449288962
0
0
0
0
7
PAYMENT
7,456.1
C1901405112
21,686
14,229.9
M1327733366
0
0
0
0
253
TRANSFER
1,592,411.94
C1932307302
35,584
0
C946186798
1,992,294.28
3,584,706.22
0
0
322
CASH_IN
92,790.34
C1000534589
8,207,078.58
8,299,868.92
C912976721
6,777,942.83
6,685,152.49
0
0
324
PAYMENT
1,873.41
C1124340886
788,346.41
786,473
M195635213
0
0
0
0
241
CASH_OUT
204,681.48
C1269549720
26,633.36
0
C184254704
358,483.37
563,164.84
0
0
644
CASH_OUT
73,107.62
C1489619205
32,353
0
C1366589403
0
73,107.62
0
0
262
PAYMENT
2,612.71
C395334853
52,527
49,914.29
M847653440
0
0
0
0
134
PAYMENT
4,786.4
C1871486543
0
0
M76826899
0
0
0
0
372
PAYMENT
7,033.48
C511079042
1,633
0
M33416945
0
0
0
0
303
CASH_IN
312,727.19
C1591734462
28,736
341,463.19
C838948978
410,671.95
97,944.76
0
0
39
CASH_OUT
25,301.16
C655259291
0
0
C1688594310
299,211.97
324,513.13
0
0
303
PAYMENT
2,880.96
C492145062
76,961.3
74,080.34
M1974943259
0
0
0
0
371
TRANSFER
772,296.58
C1641518900
0
0
C620902860
2,077,733.67
2,850,030.25
0
0
43
CASH_IN
43,550.17
C1648985450
120,179.93
163,730.1
C296562338
1,629,001.26
1,663,080.13
0
0
300
PAYMENT
27,302.87
C1448383087
0
0
M1468475221
0
0
0
0
239
PAYMENT
4,850.59
C401849338
225,172
220,321.41
M1552518432
0
0
0
0
309
PAYMENT
19,240.1
C1752155530
0
0
M260804472
0
0
0
0
684
PAYMENT
5,183.37
C1652492723
15,603.39
10,420.02
M2110507332
0
0
0
0
400
CASH_IN
195,574.71
C108625566
1,428,442.88
1,624,017.59
C1701136497
617,963.28
422,388.57
0
0
95
CASH_OUT
176,174.67
C165448240
0
0
C1607721978
214,052.89
390,227.55
0
0
397
PAYMENT
9,574.23
C812087967
729,389
719,814.77
M1525865742
0
0
0
0
36
TRANSFER
323,378.71
C1453638924
0
0
C541258645
501,739.31
825,118.03
0
0
207
CASH_IN
65,349.58
C1030982332
2,829,751.75
2,895,101.34
C1370209618
916,464.42
851,114.84
0
0
327
CASH_IN
323,763.01
C628907717
5,074,775.67
5,398,538.68
C2055980315
490,373.45
166,610.44
0
0
236
CASH_OUT
139,768.71
C192549839
0
0
C762759570
11,556,823.97
11,696,592.67
0
0
180
PAYMENT
6,817.78
C788384452
47,190
40,372.22
M1794508515
0
0
0
0
252
CASH_OUT
33,831.81
C1118649506
0
0
C1722883468
4,354,624.04
4,420,184.03
0
0
133
PAYMENT
3,905.28
C313716075
68,678
64,772.72
M284183932
0
0
0
0
299
CASH_OUT
126,133.65
C1142119330
34,279
0
C730350455
38,334.23
164,467.89
0
0
209
CASH_OUT
29,712.05
C1820261015
0
0
C1752591265
1,742,301.82
1,772,013.86
0
0
96
PAYMENT
19.39
C145038503
15,848
15,828.61
M436090088
0
0
0
0
41
CASH_OUT
343,027.45
C1024543717
0
0
C1169315321
353,515.3
696,542.75
0
0
474
PAYMENT
11,300.35
C511771034
74,593
63,292.65
M309983713
0
0
0
0
399
PAYMENT
4,007.87
C1300892613
0
0
M513329048
0
0
0
0
164
CASH_IN
91,410.95
C1596282278
1,105
92,515.95
C2128645176
144,414.28
53,003.33
0
0
308
PAYMENT
38,293.5
C1269632250
0
0
M55629029
0
0
0
0
239
PAYMENT
18,857.05
C1251364898
41,038.93
22,181.88
M506254328
0
0
0
0
141
TRANSFER
748,775.62
C121817565
0
0
C1126814500
1,179,856.92
1,928,632.54
0
0
95
PAYMENT
6,202.7
C196248895
0
0
M980968102
0
0
0
0
134
PAYMENT
62,387.08
C1020073805
175,800.08
113,413
M1697723026
0
0
0
0
403
CASH_IN
217,348.48
C1062230392
28,717
246,065.48
C2120042081
0
0
0
0
404
CASH_OUT
107,072.12
C442037163
10,822
0
C599174068
0
107,072.12
0
0
144
PAYMENT
706.61
C515240582
743
36.39
M1840316250
0
0
0
0
251
CASH_IN
63,720.36
C945692515
16,976,961.59
17,040,681.95
C1886795573
1,190,761.82
1,127,041.46
0
0
204
PAYMENT
18,482.64
C1788614688
31,031.45
12,548.81
M1919208957
0
0
0
0
284
CASH_OUT
41,392.47
C1840732362
63,872
22,479.53
C1132494342
0
62,003.5
0
0
404
CASH_OUT
110,556.68
C227116382
0
0
C1196905443
3,832,698.18
3,943,254.86
0
0
237
PAYMENT
3,101.25
C1834494460
30,174
27,072.75
M341475077
0
0
0
0
138
CASH_OUT
209,835.61
C199980701
0
0
C38045322
1,939,860.71
2,149,696.32
0
0
323
PAYMENT
37,228.77
C445652269
0
0
M921297051
0
0
0
0
352
PAYMENT
8,717.41
C903082377
0
0
M197479812
0
0
0
0
402
CASH_OUT
82,639.37
C1840226881
0
0
C1524242530
237,343.49
319,982.86
0
0
353
PAYMENT
2,629.58
C1294900585
284,256.96
281,627.39
M302528498
0
0
0
0
382
PAYMENT
10,968.61
C167833503
305,647
294,678.39
M1629240136
0
0
0
0
132
CASH_OUT
143,777.84
C1717728486
0
0
C180037483
222,937.44
366,715.28
0
0
138
PAYMENT
21,527.33
C59366354
263,309
241,781.67
M1254241532
0
0
0
0
394
CASH_OUT
279,516.39
C1200962164
0
0
C431416986
638,282.76
917,799.16
0
0
397
PAYMENT
661.74
C1087394387
0
0
M614412510
0
0
0
0
46
PAYMENT
3,393.98
C200496008
600,120
596,726.02
M582886129
0
0
0
0
328
CASH_IN
102,320.01
C1281462640
4,059,676.01
4,161,996.02
C795840871
450,378.36
348,058.35
0
0
395
CASH_IN
144,550.02
C473249
1,105,765.2
1,250,315.22
C252721565
1,723,682.99
1,579,132.98
0
0
230
CASH_IN
168,916.53
C1045725830
854,635.08
1,023,551.61
C895280782
749,623.22
580,706.69
0
0
204
CASH_OUT
174,808.46
C896462880
0
0
C919306039
2,134,636.91
2,309,445.37
0
0
38
CASH_OUT
63,023.8
C1675116464
0
0
C536178983
1,114,234.79
1,177,258.59
0
0
301
TRANSFER
491,753.69
C50169804
0
0
C387620559
741,949.97
1,233,703.66
0
0
254
PAYMENT
8,519.1
C688981659
208.43
0
M1251497592
0
0
0
0
20
CASH_IN
99,010.37
C1319985290
12,519
111,529.37
C537985281
1,241,899.24
1,142,888.87
0
0
160
CASH_IN
112,854.22
C1851313644
13,311
126,165.22
C1917025677
4,586,841.68
4,473,987.46
0
0
235
TRANSFER
1,133,029.24
C665779203
281
0
C1142488685
308,085.64
1,441,114.88
0
0
302
PAYMENT
20,498.36
C1191553018
138,553
118,054.64
M358490766
0
0
0
0
307
PAYMENT
55,134.86
C41511043
0
0
M120528091
0
0
0
0
404
PAYMENT
10,476.43
C19697526
62,955
52,478.57
M1875174082
0
0
0
0
276
PAYMENT
18,530.85
C67394878
29,882
11,351.15
M1947352977
0
0
0
0
346
PAYMENT
23,469.11
C668120831
70,111
46,641.89
M1586976811
0
0
0
0
260
CASH_OUT
133,374.65
C1758604709
0
0
C1323211235
687,791.5
821,166.15
0
0
442
CASH_OUT
124,198.82
C1640757397
19,840
0
C1099787699
0
124,198.82
0
0
157
CASH_IN
266,394.71
C1004323901
49,939
316,333.71
C1327330940
217,176.38
0
0
0
377
CASH_OUT
10,546.87
C802308514
0
0
C364393564
703,641.89
714,188.76
0
0
48
CASH_OUT
315,814.26
C94717409
0
0
C2104507826
3,018,974.89
3,334,789.15
0
0
398
CASH_OUT
88,992.45
C1379962851
0
0
C1921034805
317,530.22
406,522.67
0
0
238
CASH_IN
87,259.83
C36869063
29,683
116,942.83
C97725839
153,334.34
66,074.51
0
0
21
PAYMENT
20,216.67
C985998797
50,996
30,779.33
M1720731478
0
0
0
0
10
PAYMENT
1,525.11
C307914892
0
0
M1583480606
0
0
0
0
380
PAYMENT
5,816.3
C380101107
5,278
0
M989897532
0
0
0
0
8
TRANSFER
1,373,723.96
C168299926
0
0
C1554565380
4,691,193.74
6,064,917.71
0
0