step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
48
PAYMENT
10,748.84
C196493473
182
0
M35292750
0
0
0
0
211
CASH_IN
348,562.76
C1558033286
5,372,473.13
5,721,035.89
C1170074023
1,313,703.1
965,140.33
0
0
469
CASH_IN
19,662.13
C824962538
2,764,286.34
2,783,948.47
C1755975241
152,531.1
132,868.97
0
0
211
PAYMENT
7,017.85
C1519749724
0
0
M13540660
0
0
0
0
401
CASH_OUT
244,077.22
C1120408335
163,422.19
0
C797425053
1,596,322.32
1,840,399.54
0
0
360
PAYMENT
1,680.02
C85216216
100,978
99,297.98
M1727322915
0
0
0
0
154
CASH_OUT
152,202.16
C558420098
10,715
0
C1575893173
4,851,081.06
5,003,283.22
0
0
282
CASH_OUT
22,801.51
C163419827
1,018
0
C1241804528
0
22,801.51
0
0
129
PAYMENT
5,266.43
C1346326754
50,779
45,512.57
M1873543364
0
0
0
0
323
CASH_IN
67,451.74
C895457802
2,031
69,482.74
C1265858826
140,829.39
73,377.65
0
0
380
PAYMENT
17,702.23
C1496031146
0
0
M1629617850
0
0
0
0
18
DEBIT
3,493.72
C1104399736
73,190.11
69,696.4
C1203709271
566,982.19
572,990.7
0
0
161
CASH_OUT
63,773.31
C1311749854
0
0
C1652633133
2,454,404.28
2,518,177.59
0
0
164
CASH_OUT
17,464.3
C493826717
136
0
C444516296
41,650.77
59,115.07
0
0
403
TRANSFER
987,852.09
C395292533
0
0
C1376895735
3,044,965.23
4,032,817.32
0
0
205
PAYMENT
10,294.67
C920989299
2,173.05
0
M242423152
0
0
0
0
132
PAYMENT
34,430.03
C1940039284
0
0
M805436101
0
0
0
0
186
PAYMENT
4,988.51
C2047348702
32,778
27,789.49
M481376799
0
0
0
0
252
CASH_IN
18,116.64
C286232074
4,628,411.8
4,646,528.44
C817187204
936,877.13
918,760.49
0
0
133
CASH_OUT
381,108.53
C1991729961
6,344
0
C1898286153
0
116,996.72
0
0
324
CASH_IN
50,737.89
C1886006004
7,515,331.27
7,566,069.17
C463504332
272,082.24
221,344.34
0
0
254
CASH_OUT
142,403.25
C1056717991
0
0
C1754628761
4,102,252.31
4,244,655.56
0
0
140
CASH_OUT
463,333.78
C1701263409
0
0
C449934666
615,454.08
1,078,787.86
0
0
38
CASH_IN
88,902.66
C1747980974
20,088
108,990.66
C111720670
487,864.72
281,648.01
0
0
133
CASH_IN
34,575.08
C1527424983
567,868.5
602,443.58
C888067620
176,114.92
212,181.34
0
0
140
PAYMENT
2,412.18
C53691203
0
0
M2032488044
0
0
0
0
186
CASH_IN
121,786.46
C995745046
73,916
195,702.46
C86776202
189,900.16
68,113.7
0
0
354
CASH_OUT
69,535.84
C1671358267
20,077
0
C1448534047
0
69,535.84
0
0
11
PAYMENT
147.92
C440317049
22,334
22,186.08
M874324534
0
0
0
0
514
CASH_OUT
132,065.62
C1887728202
0
0
C1774592848
143,304.33
275,369.94
0
0
41
PAYMENT
5,774.69
C596012351
0
0
M41539973
0
0
0
0
374
CASH_IN
175,483.13
C290506655
6,085,782.26
6,261,265.38
C1791106938
339,718.88
164,235.75
0
0
19
CASH_IN
163,939.64
C764260894
5,975,167.5
6,139,107.14
C392424605
5,605,055.18
5,441,115.54
0
0
40
CASH_IN
443,433.38
C489721419
11,093
454,526.38
C1512726910
0
0
0
0
299
PAYMENT
1,570.7
C1231973815
0
0
M2058587388
0
0
0
0
278
CASH_IN
437,777.17
C567285065
1,930,645.94
2,368,423.12
C194270020
1,676,829.3
1,239,052.13
0
0
398
PAYMENT
9,541.86
C293180995
406,935
397,393.14
M1862655156
0
0
0
0
36
TRANSFER
741,902.99
C224333785
169,997
0
C1566214395
792,345.13
1,534,248.13
0
0
403
CASH_OUT
69,528.42
C1209920856
4,981
0
C887722153
2,532,850.42
2,602,378.84
0
0
206
TRANSFER
998,110.47
C433588108
998,110.47
0
C1877856948
0
685,216.5
1
0
186
PAYMENT
1,189.76
C972445356
0
0
M1816992950
0
0
0
0
260
CASH_IN
76,274.21
C403133972
8,484,850.45
8,561,124.66
C1313773810
3,577,635.45
3,501,361.24
0
0
39
CASH_IN
259,861.54
C1670755483
5,663
265,524.54
C342826376
554,042.2
294,180.65
0
0
231
CASH_OUT
179,423.65
C807723149
0
0
C1869899333
5,147,745.81
5,327,169.46
0
0
184
CASH_IN
279,436.22
C558475025
26,640
306,076.22
C624863508
1,153,517.94
874,081.72
0
0
34
PAYMENT
5,990.02
C549083680
541,389
535,398.98
M1391753709
0
0
0
0
281
CASH_OUT
66,619.42
C634960232
0
0
C2003542339
102,946.08
169,565.5
0
0
20
PAYMENT
12,424.85
C1275672658
0
0
M751177889
0
0
0
0
278
CASH_OUT
262,688.05
C1500595804
30,213.44
0
C2043126670
290,295.1
552,983.16
0
0
235
PAYMENT
7,342.93
C1653021673
297,666
290,323.07
M411963105
0
0
0
0
204
PAYMENT
40,851.64
C396897813
0
0
M1956422313
0
0
0
0
403
CASH_OUT
114,301.2
C671930644
327,228
212,926.8
C1566893967
0
114,301.2
0
0
43
PAYMENT
4,007.38
C840896082
373
0
M853286075
0
0
0
0
356
CASH_OUT
44,071.95
C561969003
9,975.25
0
C1468194290
2,380,949.61
2,425,021.56
0
0
323
CASH_OUT
161,923.97
C1057664549
0
0
C806269732
590,212.72
752,136.69
0
0
664
PAYMENT
9,956.36
C1617726949
0
0
M1546924276
0
0
0
0
235
PAYMENT
4,411.29
C1772751602
0
0
M82889555
0
0
0
0
500
CASH_OUT
145,993.08
C1263508406
0
0
C78202855
531,855.31
677,848.39
0
0
232
CASH_OUT
23,559.35
C853850687
14,434
0
C1038699001
83,612.41
107,171.76
0
0
284
CASH_IN
233,353.16
C1378918648
4,691,241.68
4,924,594.84
C513148324
7,311,550.9
7,078,197.74
0
0
329
CASH_OUT
81,792.96
C1088590749
0
0
C1471056196
1,494,199.67
1,575,992.63
0
0
186
PAYMENT
7,768.52
C1556683205
0
0
M2062564896
0
0
0
0
188
CASH_OUT
106,289.59
C927755190
247,103
140,813.41
C590722365
43,329.24
149,618.84
0
0
38
CASH_OUT
299,349.18
C2049254853
0
0
C1004044328
7,424,367.83
7,267,866.1
0
0
203
CASH_OUT
206,664.87
C1707547548
3,524
0
C2116769834
0
206,664.87
0
0
275
CASH_OUT
208,760.5
C410234426
31,411.46
0
C809999990
514,234.72
722,995.22
0
0
186
CASH_IN
47,431.5
C16460675
21,779
69,210.5
C1603678597
1,025,556.39
978,124.9
0
0
565
PAYMENT
18,323.28
C307450631
13,134
0
M1664218886
0
0
0
0
305
CASH_OUT
29,147.99
C2035289432
189,446.6
160,298.61
C1371108865
1,098,695.13
1,127,843.12
0
0
277
CASH_OUT
23,207.29
C1785180502
210,136
186,928.71
C185891467
279,345.16
302,552.45
0
0
132
PAYMENT
61,153.16
C456602931
327,850.6
266,697.44
M1950626467
0
0
0
0
380
CASH_OUT
241,869.19
C333927323
11,393
0
C429569758
0
241,869.19
0
0
162
CASH_OUT
253,148.1
C467885097
1,179
0
C421957688
0
253,148.1
0
0
162
TRANSFER
159,515.98
C2097455095
0
0
C436162240
1,849,263.1
2,008,779.08
0
0
233
CASH_OUT
308,804.62
C1185252869
15,074
0
C439766464
207,468.37
516,272.99
0
0
188
CASH_OUT
219,688.15
C1304745339
0
0
C1811547383
912,477.99
1,132,166.14
0
0
542
PAYMENT
4,328.87
C1074940706
0
0
M868766942
0
0
0
0
375
CASH_IN
189,294.81
C616124185
1,308,902.4
1,498,197.22
C1749134352
298,372.92
109,078.11
0
0
131
CASH_IN
134,721.1
C1674637928
165,645.4
300,366.5
C2052905557
224,307.14
92,561.34
0
0
162
CASH_OUT
102,990.38
C147819145
0
0
C1165582256
697,627.79
800,618.18
0
0
402
PAYMENT
1,308.56
C1200982471
0
0
M1699065896
0
0
0
0
163
CASH_OUT
62,016.95
C274156521
0
0
C238925821
710,049.41
772,066.36
0
0
191
CASH_OUT
160,385.47
C1403489076
0
0
C1792762595
1,401,032.07
1,561,417.54
0
0
138
CASH_OUT
9,876.35
C1411052547
0
0
C1539958048
36,695.45
46,571.8
0
0
211
CASH_OUT
42,096.69
C1556864001
10,161
0
C602515085
318,169.93
360,266.62
0
0
154
CASH_IN
82,333.4
C709813605
7,667,363.09
7,749,696.49
C1170870872
98,403.53
16,070.13
0
0
180
PAYMENT
59,970.47
C67127515
111,059.09
51,088.62
M1667548211
0
0
0
0
372
CASH_IN
258,756.44
C359878606
7,195,125.5
7,453,881.94
C883532136
533,951.33
275,194.89
0
0
161
CASH_OUT
233,823.88
C1942516061
0
0
C717691590
520,796.47
754,620.35
0
0
333
PAYMENT
21,165.29
C794317752
6,074.35
0
M1341723930
0
0
0
0
211
PAYMENT
4,595.52
C1661656282
143,812.7
139,217.18
M463739557
0
0
0
0
140
PAYMENT
15,894.31
C561525564
3,207
0
M462821518
0
0
0
0
38
CASH_IN
92,304.35
C587804149
7,680,854.57
7,773,158.92
C1476936045
671,739.26
579,434.91
0
0
329
CASH_OUT
234,743.51
C67305193
0
0
C177814128
1,154,123.46
1,388,866.97
0
0
46
PAYMENT
3,607.5
C1102630083
444,291
440,683.5
M1129455123
0
0
0
0
139
CASH_IN
70,853.18
C1674993071
14,897
85,750.18
C1213532869
1,965,682.84
1,894,829.66
0
0
253
PAYMENT
5,639.76
C830106056
41,910
36,270.24
M643972014
0
0
0
0
304
PAYMENT
10,502.57
C947332481
0
0
M1221093859
0
0
0
0
408
PAYMENT
7,183.06
C1339020589
80,419
73,235.94
M273582530
0
0
0
0
140
CASH_OUT
82,114.16
C304582660
0
0
C514839211
4,186,788.56
4,079,330.84
0
0