step
int64
type
string
amount
float64
nameOrig
string
oldbalanceOrg
float64
newbalanceOrig
float64
nameDest
string
oldbalanceDest
float64
newbalanceDest
float64
isFraud
int64
isFlaggedFraud
int64
189
PAYMENT
2,007.21
C1874366342
7,077
5,069.79
M1035619008
0
0
0
0
163
CASH_OUT
67,871.85
C301850118
0
0
C14670924
770,707.98
327,841
0
0
180
CASH_OUT
336,910.77
C488166540
0
0
C1565339006
648,159.43
1,106,268.46
0
0
379
CASH_IN
157,143.91
C960741985
2,349,295.55
2,506,439.46
C110714656
1,102,346.91
945,203
0
0
396
PAYMENT
14,887.36
C1389615958
0
0
M1721581302
0
0
0
0
180
CASH_IN
165,430.58
C238105474
2,196,064.48
2,361,495.06
C1990034609
4,468,705.78
4,303,275.2
0
0
355
CASH_OUT
75,463.5
C848585494
0
0
C937291259
322,646.66
398,110.15
0
0
522
PAYMENT
1,382.02
C78988686
52,812
51,429.98
M1936360073
0
0
0
0
35
CASH_OUT
2,125.07
C967757297
0
0
C913519726
186,920.74
225,996.26
0
0
259
PAYMENT
9,746.52
C1534087274
166,225
156,478.48
M2011648873
0
0
0
0
349
PAYMENT
15,840.8
C1251633823
3,578
0
M1481220338
0
0
0
0
518
CASH_OUT
130,163.78
C1016236296
0
0
C1174663259
668,888.58
799,052.36
0
0
39
CASH_OUT
144,278.58
C1196625220
2,039
0
C249348115
20,388.66
173,751.35
0
0
375
CASH_OUT
138,078.85
C921511852
0
0
C690241635
315,356.81
453,435.66
0
0
17
CASH_OUT
124,978.28
C119944321
0
0
C71364493
5,338,772.33
5,463,750.61
0
0
13
CASH_OUT
9,016.7
C2030942272
2,009
0
C1258899140
244,942.69
253,959.39
0
0
142
CASH_IN
281,622.2
C257634313
18,641,776.23
18,923,398.43
C1706891711
4,857,489.1
4,575,866.9
0
0
354
CASH_OUT
92,293.59
C659215233
0
0
C1771577644
1,680,263.49
1,772,557.08
0
0
399
CASH_IN
185,792.54
C1873509324
8,334
194,126.54
C338009480
0
0
0
0
277
CASH_OUT
204,388.79
C1165892118
46,169
0
C1963424670
0
204,388.79
0
0
131
PAYMENT
8,936.13
C1889277444
245,930.03
236,993.89
M169428635
0
0
0
0
235
CASH_OUT
424,050.39
C1023120003
0
0
C1878365849
692,130.69
1,116,181.09
0
0
401
CASH_OUT
209,520.02
C785216002
0
0
C365063356
8,744,331.08
8,953,851.1
0
0
347
CASH_IN
87,491.88
C8185749
7,553,502.62
7,640,994.5
C755860495
525,397.53
437,905.64
0
0
135
CASH_IN
108,846.24
C1545430080
6,579,821.67
6,688,667.91
C1055102556
582,581.82
473,735.58
0
0
349
CASH_IN
136,989.88
C271910156
183
137,172.88
C2090275133
8,765,867.99
8,628,878.11
0
0
250
CASH_IN
72,496.33
C546097292
3,674,154.06
3,746,650.38
C1975302972
478,648.17
406,151.85
0
0
20
CASH_IN
82,664.32
C335015973
677,814.67
760,478.99
C2052917374
128,169.86
45,505.54
0
0
226
PAYMENT
118.9
C1889047145
20,076
19,957.1
M1689288628
0
0
0
0
297
PAYMENT
4,158.22
C1724544617
0
0
M1026438508
0
0
0
0
130
CASH_OUT
275,460.44
C1008701290
16,298
0
C1408483062
0
275,460.44
0
0
135
PAYMENT
25,365.92
C749545329
0
0
M14944765
0
0
0
0
311
CASH_OUT
237,330.66
C1755588144
0
0
C913815492
1,311,268.71
1,548,599.38
0
0
10
CASH_OUT
463,066.98
C1819944806
113,074.14
0
C1253793047
1,225,145.47
1,688,212.45
0
0
156
CASH_IN
165,706.38
C2061399524
19,862,109.11
20,027,815.49
C2094906583
2,168,256.68
2,002,550.3
0
0
13
PAYMENT
822.22
C749316023
0
0
M1515782454
0
0
0
0
42
CASH_OUT
169,145.43
C691119883
0
0
C951732022
1,214,932.36
1,384,077.79
0
0
304
PAYMENT
29,853.86
C628981516
0
0
M1685597038
0
0
0
0
306
PAYMENT
14,969.01
C897825529
0
0
M1396179968
0
0
0
0
186
PAYMENT
5,909.77
C180996682
0
0
M869796211
0
0
0
0
348
CASH_OUT
221,436.4
C1197649516
23,600
0
C220147588
336,060.25
557,496.65
0
0
14
CASH_IN
188,788.27
C984224677
5,614
194,402.27
C1045033992
0
176,461.1
0
0
135
PAYMENT
2,889.8
C943531171
11,579.25
8,689.45
M1673090895
0
0
0
0
227
TRANSFER
1,385,178.32
C857569598
2,728
0
C1121998617
25,474.55
1,410,652.86
0
0
156
CASH_OUT
626,163.71
C1018430440
0
0
C1595561176
6,504,436.47
7,130,600.18
0
0
21
PAYMENT
5,756.5
C420726944
31,147
25,390.5
M643644035
0
0
0
0
279
PAYMENT
6,468.85
C2018276299
699,656
693,187.15
M1266962842
0
0
0
0
185
PAYMENT
10,281.34
C739719647
43,472
33,190.66
M472935949
0
0
0
0
349
PAYMENT
19,158.16
C600483014
318,137.45
298,979.29
M1300979918
0
0
0
0
329
PAYMENT
6,702.61
C1107305221
0
0
M1292030046
0
0
0
0
251
CASH_OUT
115,469.79
C67422709
3,716
0
C1101490258
2,262,906.24
2,378,376.03
0
0
588
PAYMENT
4,706.97
C947705238
917
0
M592204882
0
0
0
0
36
CASH_OUT
106,431.33
C1437176048
0
0
C872145549
215,296.17
321,727.5
0
0
400
CASH_IN
472,476.68
C707486701
13,941
491,400.68
C1806063743
17,596.33
0
0
0
369
CASH_IN
35,466.13
C806222053
60,681
96,147.13
C2066539147
20,735,605.56
20,700,139.43
0
0
275
PAYMENT
4,608.11
C10673211
0
0
M2142596854
0
0
0
0
137
CASH_IN
282,686.96
C941696487
20,864
303,550.96
C301504362
1,808,065.22
1,525,378.26
0
0
303
PAYMENT
90,577.75
C78835459
10,334
0
M868680108
0
0
0
0
589
TRANSFER
316,688.12
C1699664756
181,069
0
C468286267
17,562.49
334,250.61
0
0
130
CASH_OUT
176,612.16
C1163541608
0
0
C1235198364
1,221,824.66
1,398,436.81
0
0
303
PAYMENT
22,184.05
C1781486453
0
0
M994075784
0
0
0
0
232
PAYMENT
2,401.4
C1829174424
0
0
M1403385137
0
0
0
0
23
PAYMENT
34,497.66
C2084824941
0
0
M906146260
0
0
0
0
298
CASH_IN
241,470.24
C1440313840
0
241,470.24
C79257672
0
0
0
0
490
CASH_OUT
91,842.99
C999161659
75,248.8
0
C649810638
164,289.69
256,132.68
0
0
236
PAYMENT
3,674.34
C963816607
152
0
M298207466
0
0
0
0
209
CASH_OUT
54,435.49
C1583370000
0
0
C1674644027
7,551,114.94
7,605,550.43
0
0
322
TRANSFER
480,452.16
C52469225
0
0
C350102565
6,443,717.09
6,924,169.25
0
0
402
CASH_OUT
189,306.2
C2016619554
335
0
C1699699492
996,516.72
1,185,822.92
0
0
299
PAYMENT
3,353
C1650052358
0
0
M283872971
0
0
0
0
95
PAYMENT
338.68
C930845006
6,412
6,073.32
M1240147742
0
0
0
0
38
TRANSFER
1,183,019.2
C1292418085
20,569
0
C953516263
375,323.43
1,558,342.63
0
0
249
CASH_OUT
125,785.21
C1905014521
10,885
0
C1239569800
284,902.39
410,687.61
0
0
350
CASH_IN
282,998.15
C462293339
20,965,316.49
21,248,314.64
C1972714568
2,083,530.39
1,800,532.24
0
0
279
PAYMENT
2,990.07
C1262374890
39,444
36,453.93
M1498503997
0
0
0
0
154
PAYMENT
7,212.66
C21813020
20,954
13,741.34
M1857164835
0
0
0
0
214
CASH_OUT
251,016.33
C946036895
0
0
C654319691
257,471.23
508,487.55
0
0
132
CASH_OUT
257,775.54
C578450795
20,179
0
C322169678
0
257,775.54
0
0
345
CASH_IN
329,303.05
C230727486
5,570
334,873.05
C1277677505
14,912.43
0
0
0
399
PAYMENT
20,674.29
C1380498954
79,589.63
58,915.34
M12902321
0
0
0
0
43
CASH_IN
170,613.81
C762398989
17,919
188,532.81
C506947988
0
0
0
0
36
CASH_IN
33,658.72
C1157263705
1,799,223.56
1,832,882.29
C650657798
9,942,894.85
9,909,236.13
0
0
396
CASH_IN
247,281.24
C1091609916
22,598
269,879.24
C462951830
2,487,775.64
2,240,494.4
0
0
298
PAYMENT
19,923.43
C1785435999
85,152.35
65,228.92
M1284331143
0
0
0
0
396
PAYMENT
18,639.11
C319301725
0
0
M2018850894
0
0
0
0
138
PAYMENT
12,871.48
C1891307170
30,802
17,930.52
M37518441
0
0
0
0
184
PAYMENT
18,006.03
C322322142
131,358.91
113,352.88
M1816740209
0
0
0
0
207
CASH_IN
152,072.14
C1039227759
1,256
153,328.14
C1360129795
28,961.2
0
0
0
37
CASH_OUT
145,256.23
C1540335569
59,916
0
C41792607
3,595,348.63
3,740,604.86
0
0
514
CASH_IN
5,052.32
C1352578016
2,664,791.76
2,669,844.08
C819534331
771,291.8
766,239.48
0
0
252
PAYMENT
4,687.02
C1198691609
0
0
M333848259
0
0
0
0
183
CASH_IN
64,384.53
C1681326838
22,170
86,554.53
C1145507736
0
0
0
0
139
CASH_OUT
533,065.32
C707774587
5,004
0
C870888674
0
533,065.32
0
0
46
CASH_OUT
51,329
C1863927813
0
0
C1517134495
138,999.29
190,328.29
0
0
182
CASH_OUT
36,806.3
C1642367895
0
0
C257108016
209,063.38
245,869.68
0
0
382
PAYMENT
5,415.03
C2089587250
25,054
19,638.97
M1950983646
0
0
0
0
352
CASH_IN
205,666.23
C388333540
162,586
368,252.23
C1903669219
5,284,041.72
5,078,375.48
0
0
19
PAYMENT
12,020.31
C1925916405
31,630
19,609.69
M1159831609
0
0
0
0
165
CASH_IN
328,068.71
C709474893
7,145,358.4
7,473,427.11
C795220676
7,401,273.59
7,073,204.89
0
0
140
CASH_IN
587,568.58
C1336653819
9,689,827.58
10,277,396.15
C1745864650
753,439.55
165,870.97
0
0