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
694
PAYMENT
571.39
C909723494
32,850
32,278.61
M1031065219
0
0
0
0
694
PAYMENT
17,928.72
C286699104
32,278.61
14,349.89
M1048499087
0
0
0
0
694
PAYMENT
10,633.12
C1107341649
20,900
10,266.88
M1503362884
0
0
0
0
694
CASH_OUT
174,122.81
C2103099321
20,175
0
C569107078
76,991.5
251,114.31
0
0
694
PAYMENT
13,791.54
C904980790
17,073
3,281.46
M1925008608
0
0
0
0
694
TRANSFER
530,152.43
C1885240492
30,132
0
C674675917
144,214.64
674,367.07
0
0
694
PAYMENT
1,846.16
C1490137705
0
0
M1784301852
0
0
0
0
694
PAYMENT
16,947.69
C1914225403
0
0
M1906338568
0
0
0
0
694
PAYMENT
15,803.44
C616029615
73,175
57,371.56
M480076428
0
0
0
0
694
PAYMENT
5,287.84
C673608958
297,281
291,993.16
M1521267417
0
0
0
0
694
CASH_OUT
309,483.62
C1080841862
291,993.16
0
C1004712041
5,395,486.27
5,704,969.88
0
0
694
PAYMENT
5,084.67
C923981061
6,531
1,446.33
M738772637
0
0
0
0
694
PAYMENT
16,884.78
C328041407
11,787
0
M829894446
0
0
0
0
694
PAYMENT
10,705.71
C283934456
38,083
27,377.29
M2059042390
0
0
0
0
694
CASH_OUT
157,658.02
C97880773
27,377.29
0
C2022961108
3,104,891.48
3,262,549.5
0
0
694
PAYMENT
8,484.51
C231987982
72,065
63,580.49
M2117828594
0
0
0
0
694
PAYMENT
16,157.78
C1465575085
50,038
33,880.22
M2121325857
0
0
0
0
694
PAYMENT
3,745.73
C1843950154
49,506
45,760.27
M1208567018
0
0
0
0
694
PAYMENT
5,009.19
C1214692552
11,504
6,494.81
M805824816
0
0
0
0
694
PAYMENT
19,469.67
C517191512
6,085
0
M478125692
0
0
0
0
694
PAYMENT
10,771.82
C1627578823
402
0
M1849940670
0
0
0
0
694
PAYMENT
29,005.83
C1831459161
0
0
M222639870
0
0
0
0
694
TRANSFER
63,638.57
C2076172872
27,611
0
C1330285637
0
63,638.57
0
0
694
CASH_IN
39,066.61
C198787499
95,119
134,185.61
C775816601
358,021.36
318,954.75
0
0
694
PAYMENT
13,119.5
C681161368
134,185.61
121,066.11
M206541747
0
0
0
0
694
CASH_IN
116,111.3
C149327312
39
116,150.3
C2114989013
2,770,531.22
2,654,419.92
0
0
694
PAYMENT
8,158.93
C1240682878
13,694
5,535.07
M748365738
0
0
0
0
694
TRANSFER
731,135.1
C1555692417
5,535.07
0
C794268866
3,526,213.24
4,257,348.34
0
0
694
PAYMENT
14,275.61
C1619879371
157
0
M858173445
0
0
0
0
694
CASH_OUT
406,932.31
C1182103484
0
0
C1297600477
3,193,715.69
3,600,648
0
0
694
TRANSFER
76,582.23
C1426319616
76,582.23
0
C2131209365
0
0
1
0
694
CASH_OUT
76,582.23
C1588297046
76,582.23
0
C870778014
1,869,045.51
1,945,627.75
1
0
694
PAYMENT
6,129.37
C1485522974
102,393
96,263.63
M900598820
0
0
0
0
694
CASH_OUT
58,528.99
C2142218360
20,872
0
C2002614388
144,813.79
203,342.78
0
0
694
CASH_OUT
47,239.09
C2062232342
0
0
C1196372370
11,338,608.92
11,385,848.01
0
0
694
TRANSFER
9,573.33
C2023905261
19,935
10,361.67
C1451549813
3,785,059.94
3,794,633.27
0
0
694
PAYMENT
14,278.35
C1026075633
177
0
M1069955140
0
0
0
0
694
CASH_IN
52,379.64
C475399985
59,525
111,904.64
C1614189822
2,307,557.3
2,255,177.67
0
0
694
PAYMENT
4,630.57
C1990276713
111,904.64
107,274.07
M237923439
0
0
0
0
694
PAYMENT
2,898.97
C10772982
515,685
512,786.03
M753369436
0
0
0
0
694
TRANSFER
654,807.84
C1401612503
512,786.03
0
C1006501329
4,511,021.45
5,165,829.29
0
0
694
PAYMENT
22,480.22
C775601117
56,499
34,018.78
M229823549
0
0
0
0
694
PAYMENT
4,191.04
C491735478
4,594
402.96
M428328600
0
0
0
0
694
PAYMENT
4,038.59
C1645765158
402.96
0
M2031112548
0
0
0
0
694
PAYMENT
3,067.31
C519419145
0
0
M971047753
0
0
0
0
694
CASH_OUT
198,268.6
C415846145
104,492
0
C331448150
916,421.83
1,114,690.43
0
0
694
CASH_IN
118,212.93
C1663677965
43,648
161,860.93
C215470759
17,835.42
0
0
0
694
PAYMENT
34,766.86
C1355221660
161,860.93
127,094.07
M1636675718
0
0
0
0
694
PAYMENT
14,353.52
C871258865
412,515
398,161.48
M500767583
0
0
0
0
694
PAYMENT
4,879.91
C1965191570
15,789
10,909.09
M2041046576
0
0
0
0
694
CASH_OUT
201,972.51
C954139175
476
0
C1218193171
0
201,972.51
0
0
694
PAYMENT
14,205.07
C1837753728
16,910
2,704.93
M197240642
0
0
0
0
694
PAYMENT
9,347.13
C1292977772
364,167
354,819.87
M220179411
0
0
0
0
694
PAYMENT
18,674.91
C798550549
31,939
13,264.09
M702915347
0
0
0
0
694
PAYMENT
17,662.04
C1853928037
13,264.09
0
M506584405
0
0
0
0
694
PAYMENT
3,493.62
C1980847300
9,966
6,472.38
M1919454254
0
0
0
0
694
CASH_OUT
215,113.34
C428870556
6,472.38
0
C1991625722
255,114.42
470,227.76
0
0
694
CASH_OUT
146,389.18
C165394062
0
0
C1505305512
354,508.22
500,897.4
0
0
694
CASH_OUT
115,776.68
C1964012549
78,500
0
C1146198409
150,383.74
266,160.42
0
0
694
PAYMENT
4,407.26
C1127190389
15,961
11,553.74
M1526374503
0
0
0
0
694
PAYMENT
6,224.84
C239141488
305,692
299,467.16
M2013790177
0
0
0
0
694
CASH_OUT
204,417.78
C1198293939
299,467.16
95,049.39
C1952080174
2,013,025.71
2,217,443.49
0
0
694
PAYMENT
1,731.61
C1209723553
143
0
M1322132304
0
0
0
0
694
PAYMENT
2,760.26
C158410143
11,072
8,311.74
M706956825
0
0
0
0
694
CASH_OUT
22,130.8
C896787998
12,959
0
C1142443872
22,303,084.47
22,325,215.27
0
0
694
CASH_IN
214,010.94
C177772355
1,106
215,116.94
C769582238
24,400.43
0
0
0
694
PAYMENT
6,276.79
C172299858
119,693
113,416.21
M975622789
0
0
0
0
694
PAYMENT
22,542.77
C282038473
81,587
59,044.23
M1579368220
0
0
0
0
694
PAYMENT
2,280.86
C2088129804
30,205
27,924.14
M1883771645
0
0
0
0
694
PAYMENT
11,712.77
C476945893
11,382
0
M1534167723
0
0
0
0
694
CASH_OUT
171,315.99
C358705916
31,056
0
C354234858
958,704.69
1,130,020.69
0
0
694
PAYMENT
8,520.9
C621698391
0
0
M1434218150
0
0
0
0
694
CASH_OUT
30,052.16
C42959472
670,860
640,807.84
C90603535
79,658.45
109,710.61
0
0
694
CASH_IN
74,636.02
C472333911
72,422
147,058.02
C643128612
1,673,045.44
1,598,409.42
0
0
694
CASH_IN
133,665.51
C1268001889
61,225
194,890.51
C537583298
558,362.18
424,696.67
0
0
694
CASH_IN
178,659.04
C2108383979
52,073
230,732.04
C1407603387
0
0
0
0
694
CASH_OUT
104,163.04
C55173932
230,732.04
126,569
C608905116
14,561,937.87
14,666,100.91
0
0
694
PAYMENT
1,984.98
C641310868
3,320
1,335.02
M1285846806
0
0
0
0
694
PAYMENT
14,637.7
C1790900307
6,329
0
M639776427
0
0
0
0
694
CASH_OUT
55,068.29
C1307840507
11,452
0
C381193026
4,134,901.52
4,189,969.81
0
0
694
CASH_OUT
75,115.65
C579325332
41,799
0
C464070628
109,712.97
184,828.63
0
0
694
PAYMENT
17,133.7
C1072088567
219,777
202,643.3
M138816462
0
0
0
0
694
CASH_OUT
242,946.8
C1705010922
202,643.3
0
C442289094
520,665.67
763,612.47
0
0
694
CASH_OUT
172,300.24
C2044198055
504
0
C1667229136
0
172,300.24
0
0
694
PAYMENT
17,819.35
C1888962327
24,841
7,021.65
M1228282512
0
0
0
0
694
TRANSFER
12,626.66
C793227882
11,772
0
C1917956721
0
12,626.66
0
0
694
PAYMENT
10,453.9
C1773359585
16,460
6,006.1
M592841791
0
0
0
0
694
PAYMENT
6,558.98
C1515024479
6,006.1
0
M1208704414
0
0
0
0
694
CASH_OUT
125,682.45
C1002713383
21,928
0
C354978456
2,216,130.95
2,341,813.4
0
0
694
PAYMENT
11,827.99
C677438868
262,167
250,339.01
M421439311
0
0
0
0
694
PAYMENT
2,262.91
C200015455
11,359
9,096.09
M289188620
0
0
0
0
694
PAYMENT
6,495.7
C1046454522
21,102
14,606.3
M1377262753
0
0
0
0
694
CASH_OUT
150,859.37
C114969018
103,574
0
C1715696065
310,034.9
460,894.27
0
0
694
PAYMENT
25,186.62
C1917515430
6,068
0
M835833957
0
0
0
0
694
DEBIT
4,528.64
C1506500778
507,185
502,656.36
C2071642766
128,694.26
133,222.9
0
0
694
DEBIT
2,800.98
C218654128
80,923
78,122.02
C269158865
2,335,282.56
2,338,083.53
0
0
694
PAYMENT
20,249.56
C684875121
14,603
0
M398455542
0
0
0
0
694
PAYMENT
9,556.73
C359861915
19,375
9,818.27
M1528351840
0
0
0
0
694
TRANSFER
682,618.33
C1637559207
2,149
0
C328975687
2,226,982.33
2,909,600.66
0
0
694
PAYMENT
2,192
C156982560
0
0
M80842054
0
0
0
0