step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
275
PAYMENT
10,258.32
C53617197
0
0
M397879855
0
0
0
0
259
CASH_OUT
129,661.99
C1668817941
0
0
C1529115495
9,080,824.63
9,210,486.62
0
0
376
PAYMENT
39,921.78
C31877406
0
0
M666891726
0
0
0
0
397
CASH_IN
147,079.69
C1744161152
10,892
157,971.69
C1493974607
4,678.54
0
0
0
324
CASH_OUT
66,366.64
C759504137
0
0
C480079562
4,531,212.91
4,597,579.55
0
0
323
TRANSFER
182,268.47
C1498228185
121
0
C507910841
37,279.67
89,065.16
0
0
328
PAYMENT
10,705.05
C942942354
0
0
M487011638
0
0
0
0
369
PAYMENT
5,368.19
C1730973973
0
0
M329777781
0
0
0
0
594
CASH_IN
421,230.48
C852145234
2,135
423,365.48
C1580763354
0
0
0
0
349
CASH_IN
175,262.62
C1223080423
5,704,427.42
5,879,690.05
C882886106
216,874.73
41,612.11
0
0
189
TRANSFER
1,217,417.72
C193373350
0
0
C2116274232
2,317,557.34
3,534,975.06
0
0
38
CASH_OUT
303,336.31
C510772136
1,062
0
C224346808
0
183,318.69
0
0
135
PAYMENT
24,199.56
C746287891
90,311
66,111.44
M60986818
0
0
0
0
279
CASH_OUT
117,098.46
C808957417
0
0
C1693492328
319,752.41
436,850.88
0
0
130
CASH_IN
191,774.12
C2042522670
8,336,391.16
8,528,165.28
C786640790
2,706,797.01
2,515,022.89
0
0
298
PAYMENT
13,713.83
C18672381
0
0
M134198250
0
0
0
0
327
PAYMENT
29,579.69
C458534679
0
0
M492421468
0
0
0
0
94
PAYMENT
43,479.39
C689513134
0
0
M899291445
0
0
0
0
237
CASH_IN
292,217.06
C493369549
52,090
344,307.06
C1210234928
0
0
0
0
41
CASH_OUT
244,265.5
C2044022780
14,109
0
C1481640799
1,719,850.16
1,964,115.66
0
0
325
PAYMENT
5,146.82
C2109240094
0
0
M1722671867
0
0
0
0
332
TRANSFER
553,127.73
C164152345
59,916
0
C1211588868
22,328,251.2
22,881,378.93
0
0
214
PAYMENT
3,154.34
C1203284560
350
0
M974606918
0
0
0
0
167
PAYMENT
15,194.03
C1845287710
41,591
26,396.97
M1789091303
0
0
0
0
351
CASH_IN
3,547.8
C1717626080
891,954.69
895,502.49
C1732097070
534,316.75
530,768.95
0
0
261
CASH_OUT
54,983.04
C864239264
0
0
C1175712565
61,876.37
116,859.42
0
0
41
CASH_OUT
540,936.66
C1164009281
174,929
0
C340949531
384,965.42
925,902.09
0
0
181
PAYMENT
11,863.5
C1974597005
0
0
M1007211969
0
0
0
0
183
CASH_OUT
243,611.49
C99043270
50,594
0
C1239704948
1,228,489.49
1,472,100.99
0
0
379
PAYMENT
2,046.31
C701202819
0
0
M1757012310
0
0
0
0
182
CASH_IN
157,947.84
C805989853
8,718
166,665.84
C1179838466
2,544,418.73
2,386,470.89
0
0
187
CASH_IN
274,767.46
C449120991
226,163.07
500,930.54
C1044172704
2,225,339.51
1,950,572.04
0
0
405
PAYMENT
13,109.38
C1621483211
0
0
M461888349
0
0
0
0
275
CASH_OUT
70,578.39
C894841520
32,056
0
C1446833148
0
70,578.39
0
0
159
TRANSFER
717,392.48
C271721045
50,483.77
0
C295974164
4,041,272.96
4,758,665.43
0
0
159
CASH_OUT
266,455.27
C1039334405
0
0
C493537576
11,029,663.17
11,296,118.44
0
0
251
CASH_OUT
218,640.43
C565140281
10,739
0
C1378805223
115,916.59
334,557.02
0
0
287
CASH_IN
260,856.04
C2141308855
8,379,302.77
8,640,158.81
C526159510
914,153.09
653,297.04
0
0
402
CASH_IN
2,756.28
C51478605
3,847,959.34
3,850,715.62
C2093514567
621,288.67
618,532.4
0
0
332
CASH_IN
150,927.74
C229947426
5,635,911.4
5,786,839.13
C618395414
278,919.2
127,991.47
0
0
155
CASH_IN
138,758.33
C364720134
148,763
287,521.33
C989246028
566,485.36
427,727.03
0
0
8
PAYMENT
42,731.16
C2114829047
0
0
M1855793704
0
0
0
0
44
CASH_OUT
228,270.25
C1558794667
0
0
C2026242809
537,950.56
766,220.81
0
0
185
CASH_IN
329,901.14
C521121935
205,927
535,828.14
C602658218
1,146,103.07
490,441.44
0
0
353
PAYMENT
35,015.38
C683179030
294,207
259,191.62
M1172787602
0
0
0
0
48
PAYMENT
11,256.74
C774368806
99,273
88,016.26
M1821685854
0
0
0
0
277
TRANSFER
261,740.62
C57710099
0
0
C1871270119
1,499,323.88
1,761,064.5
0
0
251
CASH_OUT
41,595.72
C413343246
309,394
267,798.28
C1805064595
0
41,595.72
0
0
398
CASH_OUT
188,583.26
C2074207892
0
0
C1782026554
333,646.28
522,229.54
0
0
188
CASH_OUT
345,047.47
C475227358
20,271
0
C1869545001
0
345,047.47
0
0
379
CASH_OUT
75,562.43
C472222554
0
0
C1614266080
478,744.69
554,307.12
0
0
254
TRANSFER
620,447.26
C192675937
0
0
C2113223262
1,693,544.17
2,313,991.42
0
0
226
CASH_OUT
133,990.43
C89380766
99,431
0
C1106411356
313,508.99
447,499.42
0
0
380
CASH_IN
51,686.93
C886367416
9,360,295.74
9,411,982.66
C1638328701
7,128,056.18
7,076,369.25
0
0
286
CASH_OUT
106,558.01
C1463288123
0
0
C1652948070
214,847.36
321,405.36
0
0
360
CASH_OUT
128,593.37
C567778878
803
0
C1818142839
618,145.74
746,739.11
0
0
185
CASH_IN
128,303.81
C495804475
3,131,242.4
3,259,546.21
C1446120757
325,118.27
196,814.46
0
0
275
PAYMENT
9,549.82
C1217679514
131,352
121,802.18
M423342866
0
0
0
0
332
CASH_IN
138,971.07
C57175565
2,558,675.97
2,697,647.04
C1380892585
3,160,437.76
3,021,466.69
0
0
202
PAYMENT
12,774.22
C1228922306
15,811.7
3,037.48
M2103070311
0
0
0
0
348
CASH_OUT
94,961.21
C1018880234
0
0
C395220031
388,424.38
483,385.58
0
0
404
CASH_IN
244,289.67
C797215581
862,999.08
1,107,288.76
C792196867
504,131
259,841.33
0
0
256
CASH_OUT
151,121.77
C1494099126
31,052
0
C701751849
0
151,121.77
0
0
686
PAYMENT
21,509.1
C1155382936
12,463
0
M450313
0
0
0
0
255
CASH_OUT
101,879.3
C191270118
397,040
295,160.7
C474207281
0
101,879.3
0
0
476
PAYMENT
142.98
C855738406
50,654
50,511.02
M570750495
0
0
0
0
236
CASH_OUT
296,399.09
C1737643502
27,644
0
C1043595861
1,749,650.54
2,046,049.63
0
0
202
PAYMENT
1,174.85
C648586409
0
0
M400061020
0
0
0
0
36
PAYMENT
19,321.48
C1473012612
55,497
36,175.52
M569472383
0
0
0
0
10
CASH_IN
247,235.89
C61650734
5,017,594.76
5,264,830.65
C1891412311
2,223,408.72
2,536,801.78
0
0
303
CASH_OUT
165,024.77
C1974582238
1,712.1
0
C1611271482
2,907,690.2
3,072,714.98
0
0
372
PAYMENT
17,351.79
C716749206
30,380
13,028.21
M2034264466
0
0
0
0
349
TRANSFER
71,159.11
C1583393825
359,253.6
288,094.49
C1237566922
1,628,925.89
1,700,085.01
0
0
15
CASH_OUT
73,377.48
C2113386411
392
0
C422342907
7,280,671.58
7,455,818.47
0
0
202
CASH_OUT
45,685.03
C1792505721
3,231
0
C567336539
752,108.07
797,793.1
0
0
180
PAYMENT
4,227.94
C2050430704
0
0
M1483389197
0
0
0
0
282
PAYMENT
13,714.72
C256682611
0
0
M796855209
0
0
0
0
154
CASH_OUT
321,384.97
C1938748580
52,176
0
C200408785
268,931.66
590,316.63
0
0
252
CASH_OUT
303,582.66
C1050889730
299,942
0
C549267794
25,284.29
328,866.96
0
0
282
PAYMENT
231.98
C768563333
0
0
M71740560
0
0
0
0
136
TRANSFER
480,387.83
C1302724526
0
0
C1547101902
6,528,083.52
7,008,471.35
0
0
136
PAYMENT
2,065.42
C462158839
10,464
8,398.58
M968444041
0
0
0
0
229
PAYMENT
11,841.86
C1244770254
224,384.61
212,542.75
M1911601168
0
0
0
0
188
CASH_OUT
45,993.85
C1113508383
7,264
0
C1870603288
307,267.17
353,261.02
0
0
130
CASH_IN
120,611.83
C1506600392
8,856,940.04
8,977,551.87
C645310353
202,748.1
82,136.26
0
0
300
CASH_OUT
375,593.52
C1534579067
0
0
C1640258757
794,825.39
1,170,418.91
0
0
397
CASH_IN
19,616.43
C880323721
61,576
81,192.43
C1128632108
0
0
0
0
328
PAYMENT
12,730.2
C296496549
16,032.28
3,302.07
M974456768
0
0
0
0
209
CASH_OUT
161,832.25
C2143897143
11,565
0
C754548660
0
161,832.25
0
0
332
CASH_OUT
106,767.2
C1409257907
180,160
73,392.8
C549504770
0
106,767.2
0
0
249
CASH_OUT
63,485.25
C1366933427
0
0
C1586395250
2,304,819.13
2,368,304.38
0
0
258
PAYMENT
28,160.18
C1276145128
245,268
217,107.82
M191661456
0
0
0
0
183
PAYMENT
28,887.08
C414098779
170,104.71
141,217.63
M512169027
0
0
0
0
208
TRANSFER
146,046.96
C1557141279
0
0
C453883890
264,801.44
410,848.4
0
0
690
TRANSFER
417,492.62
C83764340
41,384
0
C452375616
0
417,492.62
0
0
279
PAYMENT
5,743.88
C1132304852
1,673
0
M1502957567
0
0
0
0
522
CASH_OUT
222,890.49
C1514896459
0
0
C191439178
3,268,665.55
3,491,556.05
0
0
39
TRANSFER
614,667.32
C1798735750
216,929
0
C1547553502
0
614,667.32
0
0
278
TRANSFER
9,784.48
C254219958
179
0
C1540142843
0
9,784.48
0
0
182
CASH_IN
41,485.49
C1140067871
5,631,597.61
5,673,083.1
C1334305123
1,389,791.31
1,348,305.81
0
0