step
int64
1
743
type
stringclasses
5 values
amount
float64
0
92.4M
nameOrig
stringlengths
5
11
oldbalanceOrg
float64
0
59.6M
newbalanceOrig
float64
0
49.6M
nameDest
stringlengths
2
11
oldbalanceDest
float64
0
356M
newbalanceDest
float64
0
356M
isFraud
int64
0
1
isFlaggedFraud
int64
0
1
8
PAYMENT
16,866.94
C3102648
0
0
M210532515
0
0
0
0
8
PAYMENT
4,532.91
C1867692378
0
0
M978276041
0
0
0
0
8
PAYMENT
9,352.57
C1084710063
0
0
M797011320
0
0
0
0
8
PAYMENT
9,823.73
C1432586683
140
0
M362458328
0
0
0
0
8
CASH_IN
78,565.32
C1864550624
249,508
328,073.32
C209884107
0
0
0
0
8
PAYMENT
8,207.26
C1265406673
797,484
789,276.74
M42722390
0
0
0
0
8
PAYMENT
10,819.92
C1119315123
17,759.98
6,940.06
M992723405
0
0
0
0
8
PAYMENT
30,623.99
C352204387
6,940.06
0
M1233836542
0
0
0
0
8
CASH_IN
7,221.06
C820100736
231,103.84
238,324.9
C587820621
159,367.74
124,495.96
0
0
8
PAYMENT
26,455.13
C1428235512
238,324.9
211,869.77
M805915921
0
0
0
0
8
PAYMENT
18,229.56
C793978823
30,306
12,076.44
M318474515
0
0
0
0
8
PAYMENT
47,773.81
C1319205200
12,076.44
0
M884655184
0
0
0
0
8
PAYMENT
422.09
C39952415
1,285
862.91
M1285292625
0
0
0
0
8
PAYMENT
10,599.29
C154311019
33,158
22,558.71
M1808290905
0
0
0
0
8
PAYMENT
1,550.08
C1688629351
20,608
19,057.92
M1216636968
0
0
0
0
8
CASH_OUT
78,075.27
C1432377746
107,721
29,645.73
C811037326
71,153.18
41,482.56
0
0
8
PAYMENT
10,245.55
C2091099643
20,687
10,441.45
M726783808
0
0
0
0
8
CASH_OUT
5,020.88
C1090469674
19,081.27
14,060.39
C1552655085
0
5,020.88
0
0
8
CASH_OUT
114,352.9
C386159214
14,060.39
0
C783286238
229,116.22
372,688.92
0
0
8
CASH_OUT
293,049.7
C1986633992
0
0
C408304912
839,394.15
3,158,225.46
0
0
8
CASH_OUT
384,266.77
C1395098450
0
0
C309167705
438,309.92
102,587.94
0
0
8
CASH_OUT
194,723.73
C1788403827
0
0
C1501701470
3,481,414.54
4,463,342.32
0
0
8
CASH_OUT
121,676.2
C1597655148
0
0
C420398953
606,266.11
963,198.49
0
0
8
CASH_OUT
583,046.85
C1692455778
0
0
C248609774
12,199,941.58
13,033,871.02
0
0
8
CASH_OUT
467,752.9
C196276671
0
0
C478124129
1,571,965.04
2,978,988.84
0
0
8
CASH_OUT
218,145.15
C637801410
0
0
C1495001462
2,344,699.94
2,528,788.63
0
0
8
CASH_OUT
179,846.17
C728778310
0
0
C1280512370
189,478.72
369,324.89
0
0
8
CASH_OUT
205,621.57
C1231682441
0
0
C988138425
2,649,649.02
4,310,701.91
0
0
8
CASH_OUT
345,409.34
C1439351826
0
0
C1515979807
11,086,602.71
12,141,425.39
0
0
8
CASH_OUT
95,094.7
C1398163306
0
0
C1046102247
1,040,646.88
1,694,020.5
0
0
8
CASH_OUT
7,142.26
C2059233584
0
0
C2109470512
3,396,004.76
6,787,849.45
0
0
8
CASH_OUT
58,229.91
C2081316957
0
0
C1321128627
256,194.89
150,631.9
0
0
8
CASH_OUT
171,543.04
C2137510298
0
0
C265108079
2,141,968.86
4,937,135.42
0
0
8
CASH_OUT
75,053.86
C510374923
0
0
C1281580764
83,938.34
262,043.65
0
0
8
CASH_OUT
75,571.99
C252623391
0
0
C1359484306
6,786,342.42
7,364,724.84
0
0
8
CASH_OUT
7,350.16
C868139
0
0
C1566158153
1,567,650.34
3,470,699.47
0
0
8
CASH_OUT
126,712.99
C1093129649
0
0
C2018975718
193,403.65
404,128
0
0
8
CASH_OUT
101,172.43
C36694642
0
0
C1638372110
797,370.47
1,002,856.87
0
0
8
CASH_OUT
169,167.36
C2022405738
0
0
C1329589315
396,465.79
711,930.13
0
0
8
CASH_OUT
88,953.49
C286714423
0
0
C555334025
139,041.38
72,786.24
0
0
8
CASH_OUT
132,185.73
C1851998201
0
0
C1482979717
207,838.86
2,581,338.81
0
0
8
CASH_OUT
224,759.92
C325198909
176,133.84
0
C254669696
39,548.9
264,308.82
0
0
8
TRANSFER
113,485.37
C813246493
0
0
C97730845
20,099,745.23
23,005,385.41
0
0
8
PAYMENT
3,721.06
C379071351
40,044
36,322.94
M1643332266
0
0
0
0
8
PAYMENT
2,637.03
C1664274789
29,727
27,089.97
M443688158
0
0
0
0
8
PAYMENT
6,878.45
C1298560884
891
0
M922458720
0
0
0
0
8
PAYMENT
9,843.8
C1136118819
107,922
98,078.2
M1214792799
0
0
0
0
8
CASH_OUT
182,923.33
C910907377
7,048
0
C888005223
1,392,716.74
1,243,447.29
0
0
8
CASH_OUT
150,958.65
C1544152002
13,067
0
C1095587424
1,110,652.57
1,261,611.22
0
0
8
CASH_OUT
86,503.87
C555936436
0
0
C919488700
102,656.44
189,160.31
0
0
8
CASH_OUT
253,832.21
C736233587
0
0
C1926673338
2,485,397.81
2,125,199.85
0
0
8
CASH_OUT
362,731.24
C1199187489
0
0
C660101474
1,348,729.09
1,549,746.57
0
0
8
CASH_OUT
264,898
C1417595647
0
0
C51626955
1,120,504.68
1,129,092.65
0
0
8
CASH_OUT
376,851.78
C1656749454
0
0
C914293025
2,184,937.35
2,755,264.61
0
0
8
CASH_OUT
265,813.62
C1495650362
0
0
C1749476584
1,503,110.11
2,294,866.91
0
0
8
CASH_OUT
368,175.88
C1341697553
0
0
C1334973394
589,087.77
1,421,615.52
0
0
8
CASH_OUT
98,048.66
C1836301347
0
0
C381390837
99,119.75
1,353,134.08
0
0
8
CASH_OUT
29,721.07
C1883078542
0
0
C1850042097
61,127.87
123,585.66
0
0
8
CASH_OUT
312,538.54
C124700083
0
0
C1750956965
771,563.92
2,884,719.28
0
0
8
CASH_OUT
347,392
C225209193
0
0
C1440282299
382,720.42
878,239.73
0
0
8
CASH_OUT
223,259.56
C2106477635
0
0
C265108079
2,313,511.9
4,937,135.42
0
0
8
CASH_OUT
78,021.26
C1716821363
0
0
C2057394816
809,082.38
1,655,161.56
0
0
8
CASH_OUT
7,293.98
C392601431
0
0
C126351739
116,536.38
123,830.35
0
0
8
CASH_OUT
48,164.05
C2042599921
0
0
C1847521348
51,138.09
99,302.15
0
0
8
CASH_OUT
213,079.28
C1994141393
0
0
C1321139761
1,168,228.09
1,521,202.97
0
0
8
CASH_OUT
136,474.2
C874613372
0
0
C506046490
199,486.27
254,084.28
0
0
8
CASH_OUT
82,354.93
C387852168
0
0
C115885991
2,815,700.63
4,215,505.1
0
0
8
CASH_OUT
12,287.25
C317408395
0
0
C818570949
1,832,109.71
2,402,597.58
0
0
8
CASH_OUT
135,707.12
C89545377
0
0
C193864812
425,056.37
461,760.23
0
0
8
CASH_OUT
394,872.08
C1033654813
0
0
C749672494
874,320.09
1,714,037.69
0
0
8
CASH_OUT
73,096.7
C1532497985
0
0
C1031639563
5,000,313.38
5,739,012.22
0
0
8
CASH_OUT
299,861.06
C325048509
0
0
C1390121014
423,223.33
914,190.45
0
0
8
CASH_OUT
132,701.78
C619383589
0
0
C2078011503
210,233.46
880,510.54
0
0
8
CASH_OUT
243,929.25
C2067314975
0
0
C769342184
16,585,835.05
16,681,340.95
0
0
8
CASH_OUT
244,275.12
C1626956833
0
0
C123366619
254,454.39
499,859.5
0
0
8
CASH_OUT
114,813.76
C227463859
0
0
C1750665229
128,890.12
132,596.48
0
0
8
CASH_OUT
219,154.26
C1900036612
0
0
C515132998
2,127,565.75
4,460,317.7
0
0
8
CASH_OUT
236,303.76
C1334771058
0
0
C492997256
2,205,343.27
3,791,280.72
0
0
8
CASH_OUT
181,269.91
C1685930190
0
0
C481402298
7,760,760
8,144,736.91
0
0
8
CASH_OUT
138,794.98
C522001848
0
0
C1134976854
303,626.77
756,076.63
0
0
8
CASH_OUT
38,955.28
C1816013885
0
0
C1001755781
235,452.18
274,407.46
0
0
8
CASH_OUT
281,154.76
C1415784869
0
0
C1576408634
358,652.44
745,744.95
0
0
8
CASH_OUT
148,876.34
C1519806679
0
0
C596299019
627,510.53
644,344.55
0
0
8
CASH_OUT
31,900.57
C764501728
0
0
C794295331
447,771.18
864,926.37
0
0
8
CASH_OUT
274,863.07
C810795179
0
0
C1424731356
1,129,180.14
0
0
0
8
CASH_OUT
301,753.49
C2100361477
0
0
C1998750048
368,724.75
553,336.6
0
0
8
CASH_OUT
40,005.22
C344581796
0
0
C1721892488
72,124
112,129.22
0
0
8
CASH_OUT
22,689.77
C860408971
0
0
C1519216494
35,360.82
58,050.59
0
0
8
CASH_OUT
60,913.55
C489686225
0
0
C2011996123
7,416,753.25
9,264,344.9
0
0
8
CASH_OUT
36,767.33
C1739730595
0
0
C362585233
2,460,087.54
2,489,006.65
0
0
8
CASH_OUT
43,154.65
C1020614711
0
0
C910260446
333,960
312,827.84
0
0
8
CASH_OUT
15,208.64
C1233975218
0
0
C1404112538
1,053,819.12
2,658,931.59
0
0
8
CASH_OUT
17,203.62
C1409774814
0
0
C1583798365
98,508.55
115,712.16
0
0
8
CASH_OUT
87,784.38
C574001099
0
0
C665639335
96,664.81
219,272.02
0
0
8
CASH_OUT
47,468.83
C875851610
0
0
C1983025922
134,486.06
55,701.65
0
0
8
CASH_OUT
163,223.9
C447426313
0
0
C1298316171
1,468,127.05
749,621.53
0
0
8
CASH_OUT
332,017.92
C1969555718
0
0
C157316544
888,985.19
1,094,373.33
0
0
8
CASH_OUT
86,890.39
C1664850102
0
0
C2036762590
819,340.38
987,490.04
0
0
8
CASH_OUT
205,308.38
C1952605492
0
0
C646059443
225,519.93
537,463.33
0
0
8
CASH_OUT
52,017.15
C938663894
0
0
C1827559894
78,276
0
0
0