step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
356
PAYMENT
8,171.43
C710820394
82,232
74,060.57
M1547195562
0
0
0
0
34
CASH_IN
83,681.07
C1676888988
886
84,567.07
C690485530
0
0
0
0
589
CASH_IN
226,514.88
C109971977
205,516
432,030.88
C805824477
0
0
0
0
44
CASH_OUT
132,578.56
C1364928375
181,935.02
49,356.46
C2040038374
1,967,568.53
2,100,147.09
0
0
288
PAYMENT
10,474.26
C1897877014
0
0
M246833580
0
0
0
0
18
TRANSFER
26,206.1
C1004812597
0
0
C877294687
1,366,880.69
1,393,086.79
0
0
188
CASH_IN
54,966.15
C67891130
2,177
57,143.15
C1111780039
153,378.91
98,412.75
0
0
377
CASH_OUT
211,457.88
C1556457370
0
0
C861935815
2,158,013.16
2,369,471.04
0
0
280
CASH_IN
31,370.08
C1003809685
7,955,056.03
7,986,426.11
C144058858
8,594,084.49
8,562,714.41
0
0
373
PAYMENT
645
C1417592266
316,295.84
315,650.84
M1691469231
0
0
0
0
285
PAYMENT
4,161.47
C1335709594
72,380
68,218.53
M139988797
0
0
0
0
356
CASH_IN
162,064.08
C568267501
4,843,801.44
5,005,865.52
C1763129690
3,052,839.94
2,890,775.85
0
0
210
PAYMENT
11,559.25
C1649223105
0
0
M1047555697
0
0
0
0
257
PAYMENT
9,584.72
C995737231
0
0
M1068453109
0
0
0
0
201
CASH_IN
39,081.16
C454914627
29,905
68,986.16
C66973054
0
0
0
0
380
TRANSFER
95,234.23
C840270760
0
0
C42736599
123,740.4
218,974.64
0
0
307
CASH_IN
225,807.71
C456369844
231,469
457,276.71
C323196795
28,327.19
0
0
0
379
CASH_IN
299,921.24
C1982916145
60,710
360,631.24
C1179733152
2,993,147.33
2,693,226.1
0
0
206
TRANSFER
78,747.55
C893650814
500
0
C1348176857
0
78,747.55
0
0
14
CASH_IN
90,198.59
C487150596
19,498,249.78
19,588,448.37
C1197127675
127,084.79
36,886.2
0
0
19
DEBIT
9,270.92
C1375023155
0
0
C469891300
41,319
0
0
0
16
CASH_OUT
233,154.55
C383250873
0
0
C972321060
958,277.3
1,191,431.85
0
0
347
PAYMENT
37,842.43
C1004328611
46,917.86
9,075.44
M823916128
0
0
0
0
358
CASH_IN
131,998.3
C1734822131
4,547
136,545.3
C1196584370
0
0
0
0
307
PAYMENT
6,908.5
C1070414170
0
0
M1822989769
0
0
0
0
136
CASH_OUT
180,791.58
C2094812884
4,786
0
C433661030
2,612,642.68
2,793,434.26
0
0
310
CASH_IN
53,356.78
C397895332
450,451.38
503,808.16
C619228635
63,002.37
9,645.6
0
0
14
CASH_IN
272,601.82
C1298955244
1,344
273,945.82
C1370269326
4,834,687.54
6,088,253.81
0
0
327
PAYMENT
78,590.5
C756162903
0
0
M1383664903
0
0
0
0
331
TRANSFER
271,769.1
C1457373394
0
0
C33677500
2,414,849.95
2,686,619.06
0
0
130
CASH_IN
225,393.71
C1842864350
4,725,810.02
4,951,203.73
C903307633
238,747.3
13,353.59
0
0
378
PAYMENT
7,085.34
C1806601149
0
0
M1864616539
0
0
0
0
134
TRANSFER
105,975.04
C1706007969
0
0
C2134149481
878,009.64
983,984.69
0
0
283
CASH_OUT
44,736.63
C560685005
0
0
C2074225363
90,045.75
134,782.38
0
0
346
PAYMENT
13,672.19
C1560516341
0
0
M414888104
0
0
0
0
228
CASH_OUT
205,839.87
C1445786825
0
0
C1330829130
440,043.11
645,882.98
0
0
346
CASH_IN
203,607.91
C1525306556
12,385
215,992.91
C1505085510
0
0
0
0
182
CASH_OUT
283,045.58
C2047431254
0
0
C1665256111
507,544.46
231,503.65
0
0
15
CASH_OUT
416,110.86
C2091002826
20,961
0
C114940877
482,493.07
898,603.93
0
0
279
PAYMENT
14,064.63
C2050795666
81,752
67,687.37
M1900386117
0
0
0
0
215
CASH_OUT
288,577.3
C1492731217
93,148.24
0
C1881297341
421,082.98
709,660.27
0
0
250
CASH_OUT
168,338.97
C28512956
772,180
603,841.03
C2121009643
0
168,338.97
0
0
589
CASH_OUT
170,375.67
C1025858740
31,405
0
C826006001
0
170,375.67
0
0
348
CASH_OUT
7,007.42
C1756857648
0
0
C349681759
505,546.32
512,553.74
0
0
308
PAYMENT
17,213.08
C79702109
10,290
0
M73675
0
0
0
0
402
CASH_IN
60,724.09
C1552130950
16
60,740.09
C1910362745
160,292.27
99,568.18
0
0
326
CASH_IN
80,545.35
C701971054
7,776,743.23
7,857,288.58
C1625505906
1,020,820.67
940,275.32
0
0
234
CASH_OUT
250,192.32
C710672502
0
0
C346385078
3,373,822.16
3,624,014.47
0
0
203
CASH_IN
18,741.84
C1419549614
4,979,059.02
4,997,800.86
C348557467
396,751.26
378,009.41
0
0
180
CASH_OUT
56,546.05
C538024036
0
0
C1482506177
2,160,128.91
2,216,674.96
0
0
326
PAYMENT
7,386.05
C954729903
22,873.34
15,487.29
M2135842283
0
0
0
0
251
CASH_OUT
1,035.92
C2061826614
802
0
C1299051847
9,540,846.13
9,541,882.05
0
0
284
CASH_IN
24,785.88
C1546449302
20,036
44,821.88
C39859074
715,956.09
691,170.21
0
0
43
CASH_IN
183,459.77
C159498250
3,122,009.4
3,305,469.17
C330320317
250,950.74
67,490.97
0
0
206
CASH_IN
348,481.79
C1060110676
3,468,833.77
3,817,315.56
C1220448880
3,884,674.06
3,536,192.27
0
0
39
TRANSFER
1,522,805.32
C335064550
0
0
C1596062467
1,629,775.62
4,548,779.92
0
0
469
PAYMENT
11,314.87
C1852743162
0
0
M79170715
0
0
0
0
18
CASH_OUT
104,462.27
C713808488
0
0
C815280712
979,884.58
1,084,346.85
0
0
283
PAYMENT
13,357.7
C841393556
22,286
8,928.3
M1856752303
0
0
0
0
642
CASH_OUT
397,880.22
C560799119
0
0
C590348657
3,756,753.8
4,154,634.02
0
0
17
TRANSFER
730,349.33
C2060896086
104,253
0
C521569199
77,844.99
999,358.21
0
0
397
CASH_IN
364,013.5
C632744294
1,435
365,448.5
C1652096927
501,055
137,041.5
0
0
187
PAYMENT
4,365.51
C1529718150
6,177.19
1,811.68
M1535908109
0
0
0
0
154
PAYMENT
13,891.3
C1724149175
0
0
M1147388642
0
0
0
0
234
TRANSFER
571,177.99
C941613730
94,359
0
C1587374301
0
571,177.99
0
0
280
PAYMENT
9,964.33
C1945681126
206,839.79
196,875.45
M526768054
0
0
0
0
396
PAYMENT
29,968.8
C1282013454
231,596.25
201,627.46
M1186438192
0
0
0
0
19
CASH_OUT
367,322.58
C2100439203
0
0
C1655798354
1,056,021.93
1,423,344.5
0
0
405
CASH_IN
215,287.18
C31088650
9,690,444.98
9,905,732.16
C1381615150
514,014.71
298,727.53
0
0
166
CASH_OUT
121,250.02
C1498991210
25,202
0
C205304110
112,544.26
233,794.29
0
0
202
PAYMENT
11,216.12
C1286010835
0
0
M1468134654
0
0
0
0
283
CASH_OUT
5,534.83
C920812412
0
0
C1303267749
63,648.28
69,183.11
0
0
310
CASH_OUT
107,575.42
C1197672098
60,674
0
C1447479799
1,000,869.22
1,108,444.64
0
0
260
PAYMENT
8,283.39
C2097809806
34,895.36
26,611.97
M1680724543
0
0
0
0
233
CASH_OUT
173,688.84
C2100242508
0
0
C2128795868
1,531,548.41
1,705,237.24
0
0
276
CASH_OUT
440,896.77
C1291345205
101,133
0
C1726278550
1,652,987.45
2,093,884.21
0
0
18
CASH_OUT
167,686.82
C1895352853
0
0
C1230082414
3,379,899.8
3,547,586.62
0
0
326
PAYMENT
12,731.88
C21688905
0
0
M1354611266
0
0
0
0
379
CASH_IN
187,292.42
C1388660547
4,817,814.8
5,005,107.22
C190599616
629,176.47
441,884.05
0
0
11
CASH_OUT
27,697.4
C2089692083
48
0
C286738540
674,135.52
701,832.91
0
0
308
CASH_OUT
147,041.11
C690491492
0
0
C1794333953
4,911,978.64
5,059,019.76
0
0
370
CASH_IN
82,071.73
C371477536
6,426,631.15
6,508,702.89
C369857395
115,147.8
33,076.06
0
0
400
DEBIT
1,776.65
C1791624986
5,526
3,749.35
C561767876
1,842,770.17
1,846,299.15
0
0
403
CASH_IN
176,389.59
C1219610476
11,504
187,893.59
C669972535
386,163.08
209,773.49
0
0
276
CASH_OUT
156,619.25
C384169490
3,076
0
C1123686650
0
156,619.25
0
0
282
CASH_OUT
39,378.22
C1354159381
37,580
0
C365874754
0
39,378.22
0
0
161
PAYMENT
14,789.34
C1093595664
200,742
185,952.66
M1889589944
0
0
0
0
403
TRANSFER
5,279,372.81
C1900381215
2,527.46
0
C900921479
6,197,777.7
11,477,150.5
0
0
256
PAYMENT
34,692.92
C112021621
10,969
0
M1627835994
0
0
0
0
160
PAYMENT
2,539.77
C1959563135
107,321
104,781.23
M784463029
0
0
0
0
312
PAYMENT
2,609.81
C1921254244
1,752
0
M1220777063
0
0
0
0
258
PAYMENT
8,689.02
C1385609874
0
0
M634978107
0
0
0
0
133
CASH_IN
38,319.89
C747741339
2,272,679.92
2,310,999.81
C1824987850
76,497.02
86,399.48
0
0
330
CASH_OUT
248,481.64
C600338446
56,131
0
C1248764242
1,284,937.99
1,533,419.63
0
0
661
CASH_OUT
268,142.08
C359051778
107,263
0
C1904204106
218,670.32
486,812.4
0
0
139
CASH_OUT
123,929.99
C1841146412
0
0
C184192830
765,016.29
888,946.28
0
0
155
CASH_IN
73,317.59
C1067272521
1,014,901.09
1,088,218.68
C617022852
7,596,975.86
7,523,658.27
0
0
203
CASH_OUT
183,332.66
C1234224034
9,055
0
C106965727
24,419.15
207,751.82
0
0
235
CASH_IN
179,447.96
C738616805
79,799
259,246.96
C546225819
57,457.82
0
0
0
259
CASH_OUT
142,322.39
C337783342
31,008
0
C1018417123
0
142,322.39
0
0