step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
133
CASH_IN
74,751.63
C1284799731
4,147,377.52
4,222,129.15
C1391014259
438,477.52
363,725.89
0
0
687
PAYMENT
8,450.59
C1943167929
50,748
42,297.41
M1101319114
0
0
0
0
182
CASH_IN
240,113.84
C9758990
103,147.69
343,261.54
C1244602049
1,354,873.96
1,114,760.11
0
0
688
CASH_IN
342,108.6
C1580852529
42,284
384,392.6
C1311588355
39,893.65
0
0
0
283
CASH_IN
20,736.58
C1207300428
10,411
31,147.58
C1680988939
79,803.42
59,066.84
0
0
300
CASH_OUT
303,682.48
C1521116036
0
0
C484298628
1,303,915.33
1,607,597.82
0
0
379
CASH_IN
15,627.65
C873654763
2,078,397.16
2,094,024.81
C1561169547
669,697.75
654,070.1
0
0
403
PAYMENT
8,928.6
C1033605687
0
0
M420247036
0
0
0
0
330
PAYMENT
34,221.6
C1828577828
18,259
0
M670262460
0
0
0
0
402
TRANSFER
138,301.12
C509016112
0
0
C1266216530
380,459.53
518,760.65
0
0
252
CASH_IN
256,849.08
C638208260
6,618,598.4
6,875,447.48
C1918745640
4,973,995.36
4,717,146.27
0
0
236
CASH_OUT
355,844.1
C701069609
0
0
C957264347
760,946.32
1,116,790.43
0
0
313
PAYMENT
86,370.47
C684670931
21,290
0
M1348800075
0
0
0
0
213
CASH_IN
207,644.31
C970504701
1,603,544.43
1,811,188.74
C1622715657
633,180.94
425,536.64
0
0
239
PAYMENT
6,462.09
C1757730917
5,119
0
M584296382
0
0
0
0
15
CASH_OUT
15,833.54
C1447966521
0
0
C500153041
520,348.95
174,162.28
0
0
640
CASH_OUT
145,518.96
C289133435
6,146
0
C1485323017
7,004,696.41
7,150,215.37
0
0
526
PAYMENT
5,662.24
C1941281089
3,866
0
M1266307331
0
0
0
0
212
CASH_OUT
169,033.96
C492327416
0
0
C953640355
494,191.29
663,225.25
0
0
348
CASH_OUT
171,370.11
C979408369
0
0
C1826015873
1,377,284.75
1,548,654.86
0
0
281
CASH_OUT
104,271.36
C1715777558
325,715.62
221,444.26
C1804839485
3,262,095.22
3,366,366.57
0
0
328
PAYMENT
11,283.55
C488274578
55,750.51
44,466.96
M792838055
0
0
0
0
16
CASH_OUT
387,903.78
C700823335
0
0
C189100356
1,425,252.65
2,088,829.65
0
0
206
CASH_OUT
209,194.36
C647615252
52,515
0
C1689513419
120,808.21
330,002.57
0
0
278
PAYMENT
7,396.89
C583375242
0
0
M522596223
0
0
0
0
8
CASH_OUT
87,432.71
C1879749595
0
0
C766681183
17,045,371.4
17,356,500.26
0
0
185
CASH_OUT
140,147.72
C2025254596
0
0
C1144244206
1,790,906.58
1,931,054.3
0
0
161
PAYMENT
7,273.24
C1220990852
300,700
293,426.76
M2146761066
0
0
0
0
202
PAYMENT
7,342.09
C1051322984
14,765
7,422.91
M1091002068
0
0
0
0
373
CASH_IN
67,763.22
C1862000881
9,405,553.31
9,473,316.53
C1434080415
233,293.06
165,529.84
0
0
137
CASH_OUT
93,677.6
C23780360
207,453.98
113,776.37
C1972148506
824,141.13
917,818.74
0
0
258
CASH_IN
227,315.43
C1274593720
2,290,495.01
2,517,810.45
C846524209
708,162.63
551,763.21
0
0
276
CASH_OUT
239,986.28
C2026584833
0
0
C1594040960
4,051,407.37
4,291,393.65
0
0
278
TRANSFER
475,929.08
C25707891
0
0
C18620895
25,071,689.82
25,547,618.9
0
0
302
CASH_OUT
55,972.51
C895649259
159,419
103,446.49
C661750834
2,075,210.05
2,131,182.56
0
0
258
CASH_IN
20,917.49
C783297735
6,084
27,001.49
C1360289663
0
0
0
0
204
PAYMENT
8,792.68
C2097237194
91,268
82,475.32
M452199006
0
0
0
0
327
PAYMENT
8,516.69
C330736756
359,572
351,055.31
M541227672
0
0
0
0
139
CASH_OUT
404,876.08
C139020089
11,155
0
C636023059
534,188.35
939,064.43
0
0
431
CASH_OUT
174,380.63
C151609257
0
0
C1151651982
1,339,763.58
1,514,144.2
0
0
331
CASH_OUT
36,911.61
C1188472777
99,116
62,204.39
C1433711968
659,015.41
829,796.4
0
0
377
CASH_IN
141,051.55
C446073033
19,683
160,734.55
C738441811
99,593.58
0
0
0
231
PAYMENT
3,797.19
C1266111204
0
0
M1893875863
0
0
0
0
12
PAYMENT
84.2
C2140472331
0
0
M134716240
0
0
0
0
403
CASH_IN
95,375.78
C333313177
7,429,624.42
7,525,000.2
C1192046744
209,004.11
113,628.33
0
0
257
CASH_IN
286,270.59
C316521962
7,115,376.49
7,401,647.08
C1820518497
560,713.81
274,443.21
0
0
129
PAYMENT
5,358.54
C2044749354
62,673.05
57,314.51
M1206364539
0
0
0
0
325
CASH_OUT
200,460.36
C601638080
22,448
0
C2097878007
307,214.3
507,674.66
0
0
190
PAYMENT
4,636.56
C1671605305
45,530
40,893.44
M699089178
0
0
0
0
18
TRANSFER
589,773.24
C1519637692
6,260
0
C720221848
4,470,334.12
4,883,663.64
0
0
548
CASH_OUT
46,078.12
C458378480
131,699
85,620.88
C663796263
763,840.39
809,918.51
0
0
370
CASH_IN
207,266.32
C2100064248
747
208,013.32
C1036413088
2,277,293.48
2,070,027.16
0
0
371
CASH_IN
50,586.73
C2006391601
49,646
100,232.73
C955574834
0
0
0
0
138
CASH_OUT
93,068.71
C709326668
94,271
1,202.29
C1983267751
192,905.49
285,974.2
0
0
279
CASH_IN
498,045.97
C1960015606
7,740,013.66
8,238,059.63
C790129834
4,847,061.1
4,349,015.13
0
0
137
CASH_OUT
191,215.38
C1215892644
0
0
C1516759636
1,327,760.64
1,518,976.02
0
0
10
CASH_OUT
111,386.18
C1464974803
510,614.9
399,228.72
C58333888
4,416,253.33
7,071,261.26
0
0
209
PAYMENT
2,422.73
C824187239
0
0
M1365631789
0
0
0
0
279
PAYMENT
5,721.34
C370823236
218,845.98
213,124.64
M12061043
0
0
0
0
353
CASH_IN
89,276.35
C525218770
13,774,147.7
13,863,424.05
C171254488
1,615,391.3
1,526,114.95
0
0
327
TRANSFER
9,346,852.72
C808876017
0
0
C1136412851
10,220,219.53
19,567,072.25
0
0
41
CASH_OUT
17,762
C1521722891
0
0
C2013853949
470,877.89
488,639.9
0
0
17
CASH_OUT
68,918.24
C1071116517
0
0
C1640668353
150,108.61
219,026.86
0
0
43
TRANSFER
90,320.71
C712487934
0
0
C833173784
2,286,211.44
2,376,532.15
0
0
540
PAYMENT
21,952.27
C1531807234
21,595
0
M1999718409
0
0
0
0
359
CASH_OUT
394,406.55
C192787890
0
0
C1810743710
2,386,752.69
2,781,159.24
0
0
276
PAYMENT
180.02
C1952209408
18,924
18,743.98
M519161945
0
0
0
0
301
CASH_OUT
78,576.78
C1811733601
0
0
C288581550
1,830,564.34
1,909,141.12
0
0
546
PAYMENT
309.18
C2123758819
0
0
M1965434536
0
0
0
0
691
CASH_IN
45,676.32
C837733215
7,242,805.32
7,288,481.64
C983844913
320,255.6
274,579.28
0
0
9
CASH_OUT
131,379.62
C1823982540
0
0
C1705943735
223,535.09
148,611.09
0
0
212
CASH_OUT
75,142.17
C323445193
102,640
27,497.83
C1387623639
197,353.28
272,495.45
0
0
19
PAYMENT
4,897.71
C1373193980
125,392
120,494.29
M496448309
0
0
0
0
336
CASH_IN
200,207.99
C94184251
5,518,302.63
5,718,510.63
C1358120497
3,205,226.88
3,005,018.88
0
0
228
CASH_IN
321,237.37
C54580244
3,099,210.58
3,420,447.95
C759921269
1,071,260.35
750,022.99
0
0
400
CASH_OUT
187,623.87
C2061643727
33,347
0
C1468953697
0
187,623.87
0
0
17
PAYMENT
16,893.11
C792988302
59,988
43,094.89
M328511748
0
0
0
0
178
PAYMENT
601.86
C1131563563
29
0
M234708369
0
0
0
0
325
CASH_IN
106,271.8
C65822825
203,839
310,110.8
C889950182
6,311,736.6
6,205,464.8
0
0
39
CASH_IN
266,512
C861105827
701,502.5
968,014.5
C1835007625
764,535.41
498,023.41
0
0
9
PAYMENT
4,816.95
C119073729
900,272.26
895,455.31
M39780839
0
0
0
0
235
CASH_IN
21,229.15
C432094821
5,313,383.4
5,334,612.55
C820884658
405,760.21
384,531.06
0
0
382
CASH_OUT
72,217.86
C1690249663
0
0
C649625084
440,716.95
512,934.8
0
0
181
CASH_OUT
133,023.11
C1642449683
22,457
0
C1701860507
989,909.2
1,122,932.31
0
0
164
CASH_OUT
20,882.94
C171920900
51,833
30,950.06
C694295498
0
20,882.94
0
0
20
CASH_IN
140,022.64
C1895447276
8,478,124.6
8,618,147.24
C885524491
909,875.86
769,853.22
0
0
225
PAYMENT
2,593.53
C473037459
0
0
M2133363550
0
0
0
0
182
CASH_IN
193,141.46
C1866772118
21,489,739.97
21,682,881.43
C971636197
1,943,960.69
1,750,819.23
0
0
351
CASH_OUT
216,353.48
C1185399306
0
0
C1641654087
1,191,878.01
1,408,231.49
0
0
297
CASH_OUT
27,605.19
C1069450639
51,378
23,772.81
C147233677
3,628,805.15
3,656,410.34
0
0
15
CASH_IN
176,907.8
C377022617
3,742,426.05
3,919,333.86
C1283123149
1,571,533.14
2,275,178.62
0
0
278
CASH_IN
61,222.89
C79216961
63,645
124,867.89
C1837910069
0
0
0
0
335
CASH_IN
178,420.86
C956373156
13,941
7,669,991.02
C1365149760
287,694.6
109,273.74
0
0
617
CASH_IN
335,263.17
C1559068272
110,854
446,117.17
C1992468113
1,194,730.43
859,467.26
0
0
169
PAYMENT
14,929.49
C292274769
80,399
65,469.51
M577843663
0
0
0
0
371
PAYMENT
35,596.38
C1871135652
0
0
M1250506568
0
0
0
0
254
PAYMENT
1,540.37
C598816701
42,271.47
40,731.1
M1034996201
0
0
0
0
36
CASH_OUT
176,317.99
C2146004722
101,879
0
C900169551
1,019,429.42
1,195,747.41
0
0
250
PAYMENT
11,366.58
C74338307
52,923
41,556.42
M1825533265
0
0
0
0
251
CASH_IN
279,214.09
C378230114
1,439
280,653.09
C822951557
0
0
0
0