step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
201
PAYMENT
1,820.2
C1368518906
39,721
37,900.8
M539979135
0
0
0
0
402
PAYMENT
2,854.5
C716335621
13,899.42
11,044.92
M155239364
0
0
0
0
162
PAYMENT
1,041.9
C1552960582
260,366
259,324.1
M1942844402
0
0
0
0
179
CASH_IN
192,942.84
C1139164104
61,534
254,476.84
C688675530
0
0
0
0
305
CASH_OUT
53,845.53
C1307935537
0
0
C1617753052
4,780,975.3
4,834,820.83
0
0
155
CASH_OUT
16,183.56
C1867298467
38,427
22,243.44
C2011932013
0
16,183.56
0
0
132
PAYMENT
26,420.76
C618441286
0
0
M1911810169
0
0
0
0
15
CASH_OUT
181,665.72
C1356193988
0
0
C358554852
2,236,759.72
2,418,425.43
0
0
281
PAYMENT
24,360.36
C1986501996
0
0
M1202680995
0
0
0
0
331
CASH_OUT
29,517.05
C1371032446
10,062
0
C1219257929
375,453.89
404,970.94
0
0
395
PAYMENT
6,503.11
C1349348325
0
0
M757674818
0
0
0
0
157
PAYMENT
26,200.3
C923120230
88,544
62,343.7
M451107067
0
0
0
0
310
CASH_OUT
223,821.53
C80715178
45,078.85
0
C1077309650
543,013.03
766,834.56
0
0
380
PAYMENT
28,230.15
C1384889829
76,159.59
47,929.44
M929256129
0
0
0
0
36
PAYMENT
1,635.38
C27523213
536,602.09
534,966.71
M1214109854
0
0
0
0
299
PAYMENT
24,622.51
C1545938574
200,410
175,787.49
M2031681789
0
0
0
0
397
PAYMENT
15,687.66
C1782730172
0
0
M2118998946
0
0
0
0
140
PAYMENT
19,188.41
C1447940008
14,756.26
0
M499834864
0
0
0
0
179
CASH_IN
69,631.97
C850767686
39,957
109,588.97
C1107096845
0
0
0
0
279
CASH_OUT
445,936.5
C2008521637
0
0
C638939114
1,192,724.74
1,638,661.24
0
0
398
CASH_OUT
405,971.83
C18348591
37,375
0
C273572994
6,368,007.35
6,773,979.18
0
0
322
PAYMENT
14,543.35
C260238510
135,856.81
121,313.46
M2135814442
0
0
0
0
230
PAYMENT
26,231.42
C365926318
197,455.7
171,224.28
M1283035228
0
0
0
0
256
CASH_OUT
101,149.36
C1461213872
17,011
0
C426499881
3,089,602.65
3,190,752.01
0
0
212
PAYMENT
8,095.26
C1544491346
13,941
32,740.74
M1342505182
0
0
0
0
299
CASH_OUT
516,860.36
C928268523
0
0
C1574370517
1,654,516.36
2,171,376.72
0
0
279
PAYMENT
5,063.05
C158135301
23,777.22
18,714.18
M1895439748
0
0
0
0
19
TRANSFER
892,037.74
C1391015284
37,973
0
C1387416137
9,707,449.17
10,599,486.92
0
0
182
CASH_IN
9,243.45
C1843362652
13,161,625.59
13,170,869.04
C492528318
195,726.57
186,483.12
0
0
132
CASH_OUT
45,885.11
C1716391947
50,059
4,173.89
C1990242816
0
45,885.11
0
0
202
CASH_OUT
123,010.02
C1517082392
15,615
0
C1396443265
582,313.51
705,323.52
0
0
333
CASH_OUT
92,233.07
C517712434
6,074
0
C995421021
250,329.25
342,562.32
0
0
372
CASH_IN
63,199.13
C1286797824
64,985.69
128,184.82
C1155551439
143,191.67
79,992.54
0
0
326
CASH_OUT
161,887.64
C1139639535
10,573
0
C661351416
389,993.22
551,880.86
0
0
617
CASH_IN
206,125.14
C1603202604
1,324,414.69
1,530,539.83
C346502178
307,613.36
101,488.22
0
0
13
TRANSFER
96,329.14
C378284250
0
0
C196869909
1,832,250.49
1,928,579.63
0
0
384
PAYMENT
3,263.75
C1230620627
718
0
M856182392
0
0
0
0
259
CASH_OUT
101,333.81
C1741836057
11,807
0
C1287553328
103,740.26
205,074.07
0
0
186
CASH_OUT
144,790.73
C959236293
0
0
C1423697337
155,349.52
300,140.25
0
0
251
CASH_OUT
343,163.84
C1130911635
0
0
C30773461
3,612,507.88
3,955,671.73
0
0
181
PAYMENT
9,278.41
C1194326935
42,379.2
33,100.8
M1955492525
0
0
0
0
396
CASH_OUT
352,007.32
C420314046
128,167
0
C1349860822
503,741.72
855,749.04
0
0
328
PAYMENT
23,818.24
C1575980221
53,271
29,452.76
M323986980
0
0
0
0
11
CASH_OUT
361,149.06
C1502479088
24,442
0
C1136956307
280,366.04
641,515.1
0
0
332
CASH_IN
45,630.07
C1889442060
373,948.56
419,578.63
C1949408303
305,015.76
259,385.69
0
0
259
CASH_OUT
245,304.67
C2138338814
0
0
C2099737855
507,999.25
753,303.93
0
0
330
CASH_IN
164,650.55
C184665729
10,216,746.9
10,381,397.45
C40550774
303,073.56
138,423.01
0
0
332
CASH_IN
165,460.13
C1725748911
30,485
195,945.13
C1967999526
774,604.11
609,143.97
0
0
236
TRANSFER
634,238.31
C1182632283
0
0
C604263958
1,580,954.56
2,215,192.86
0
0
322
PAYMENT
4,737.76
C722556473
0
0
M304204597
0
0
0
0
259
CASH_IN
86,806.4
C103276083
28,088,287.89
28,175,094.28
C880512646
541,483
454,676.61
0
0
297
CASH_OUT
72,712.01
C39219068
263,653
190,940.99
C1883269435
0
72,712.01
0
0
161
CASH_OUT
101,427.69
C369421042
0
0
C323078005
185,546.52
286,974.22
0
0
44
TRANSFER
194,168.78
C2067288294
10,502
0
C1393756450
102,083.23
296,252.01
0
0
306
CASH_IN
19,407.32
C651979761
2,281,963.65
2,301,370.97
C446637330
92,807.13
73,399.81
0
0
257
CASH_OUT
251,434.97
C272369808
0
0
C121188112
303,846.95
555,281.93
0
0
311
CASH_OUT
294,614.25
C45609396
0
0
C428779625
1,324,078.78
1,618,693.03
0
0
16
PAYMENT
5,221.59
C1956981861
8,008
2,786.41
M781646180
0
0
0
0
13
CASH_IN
32,907.98
C317739001
1,151,064.48
1,183,972.45
C54469808
4,498,490.58
4,465,582.6
0
0
177
CASH_IN
106,588.64
C262500051
16,983,315.26
17,089,903.9
C856300696
806,752.72
700,164.08
0
0
40
CASH_IN
377,081.05
C713294733
62,707
439,788.05
C1659860461
694,452.58
317,371.53
0
0
297
PAYMENT
16,457.5
C128072160
1,410
0
M1495933483
0
0
0
0
217
PAYMENT
11,104.83
C854649504
50,821
39,716.17
M610031122
0
0
0
0
370
PAYMENT
31,389.66
C391891477
0
0
M1042393678
0
0
0
0
283
CASH_IN
331,918.24
C1259446491
11,699,247.4
12,031,165.64
C504450686
13,144,367.79
12,812,449.55
0
0
373
PAYMENT
4,179.97
C794919641
65,006.88
60,826.91
M2086119814
0
0
0
0
129
CASH_OUT
490,149.41
C954178406
120
0
C1382034610
3,185,396.3
4,575,292.79
0
0
373
PAYMENT
7,672.7
C977681905
0
0
M2100786166
0
0
0
0
348
CASH_OUT
199,972.96
C1968315938
10,646
0
C1934754996
0
199,972.96
0
0
190
CASH_OUT
54,893.44
C1105993827
8,080
0
C1881191988
26,173.35
81,066.79
0
0
133
CASH_OUT
219,152.78
C1009401061
38,533
0
C603337522
325,415.06
544,567.84
0
0
573
CASH_OUT
82,272.64
C854388906
0
0
C1317438969
326,165.71
408,438.35
0
0
332
CASH_OUT
210,603.68
C352946313
22,777
0
C1437425120
615,125.85
825,729.53
0
0
181
CASH_OUT
190,393.54
C2017257411
11,460
0
C1670563495
0
190,393.54
0
0
373
PAYMENT
13,324.07
C413002271
21,119
7,794.93
M418208641
0
0
0
0
276
CASH_OUT
128,858.88
C1796160029
11,669
0
C1115774172
0
128,858.88
0
0
179
CASH_OUT
143,271.27
C1331422496
221,432.23
78,160.96
C426077729
367,251.18
510,522.45
0
0
349
CASH_IN
226,274.29
C1593450320
52,933
279,207.29
C374712606
0
0
0
0
595
PAYMENT
7,251.34
C1945483462
0
0
M964760564
0
0
0
0
33
TRANSFER
459,884.76
C190187200
29,819
0
C297785169
4,125,423.31
4,585,308.07
0
0
331
PAYMENT
17,765.79
C490965717
284
0
M1337632556
0
0
0
0
335
PAYMENT
10,456.72
C1341480716
0
0
M1293716154
0
0
0
0
356
CASH_OUT
88,159.4
C1321641431
0
0
C1658434730
1,336,289.26
1,424,448.66
0
0
302
TRANSFER
1,040,044.07
C1285526220
0
0
C121246911
1,061,896.47
2,101,940.54
0
0
188
TRANSFER
468,759.7
C465026278
0
0
C204977164
5,568,614.46
6,037,374.16
0
0
595
CASH_OUT
139,219.97
C1781657612
40,286
0
C785705575
92,481.12
231,701.09
0
0
259
CASH_IN
185,921.45
C2126803167
40,004
225,925.45
C184337810
0
0
0
0
347
PAYMENT
45,768.41
C453421023
21,480
0
M1844293423
0
0
0
0
492
CASH_IN
22,925.21
C219092794
6,958,778.48
6,981,703.69
C774733215
264,700.88
241,775.68
0
0
236
CASH_OUT
120,604.46
C5862429
0
0
C190915059
440,226.83
560,831.29
0
0
179
CASH_OUT
409,113.27
C1753633747
0
0
C1812324808
3,303,347.49
4,022,193.83
0
0
139
CASH_IN
54,854.56
C625616293
18,774
73,628.56
C1260434752
142,040.66
87,186.1
0
0
9
CASH_OUT
241,718.96
C1940779252
30,242
0
C248125806
10,087
0
0
0
372
PAYMENT
2,022.23
C343760858
0
0
M1536493110
0
0
0
0
206
PAYMENT
32,275.2
C745307136
69,002.37
36,727.17
M1212346614
0
0
0
0
188
TRANSFER
591,750.24
C1595538688
61,671
0
C940639271
24,902.73
616,652.97
0
0
353
CASH_IN
115,787.34
C403046768
2,881,175.59
2,996,962.93
C787044136
1,100,365.51
978,232.29
0
0
288
PAYMENT
55,002.52
C519251907
42,676
0
M558812120
0
0
0
0
330
CASH_IN
142,761.36
C965163333
13,941
10,982,792.64
C1300212288
176,157.12
33,395.76
0
0
215
CASH_IN
106,686.7
C2085694961
5,258,188.82
5,364,875.52
C467760867
524,764.56
418,077.85
0
0