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
695
CASH_OUT
142,383
C1600601370
5,002.16
0
C980360424
992,130.31
1,134,513.31
0
0
695
PAYMENT
3,015.6
C135101938
508
0
M174186398
0
0
0
0
695
PAYMENT
5,977.42
C578234846
0
0
M1151229799
0
0
0
0
695
PAYMENT
1,096.29
C664750315
0
0
M587660969
0
0
0
0
695
CASH_IN
46,603.91
C941890254
814
47,417.91
C1953112393
0
0
0
0
695
DEBIT
6,169.61
C242687946
164,334
158,164.39
C651575957
446,569.59
452,739.19
0
0
695
PAYMENT
4,830.34
C1400035071
280,950
276,119.66
M1200982414
0
0
0
0
695
CASH_OUT
52,902.01
C1602161112
50,641
0
C187728917
79,751,614.38
79,804,516.39
0
0
695
CASH_OUT
292,674.31
C1765856434
0
0
C1855890080
2,202,671.32
2,495,345.62
0
0
695
PAYMENT
8,793.79
C750793291
13,315
4,521.21
M1198659492
0
0
0
0
695
CASH_OUT
104,209.37
C1617225563
248
0
C314910896
404,335.12
508,544.49
0
0
695
PAYMENT
7,646.19
C267274913
40,054
32,407.81
M579957629
0
0
0
0
695
PAYMENT
2,237.88
C1971949500
2,671
433.12
M848359529
0
0
0
0
695
PAYMENT
3,364.48
C1331044312
433.12
0
M1727371220
0
0
0
0
695
PAYMENT
4,089.63
C1605894361
380
0
M1788784895
0
0
0
0
695
CASH_OUT
353,316.56
C357161643
0
0
C1350667222
831,211.6
1,184,528.16
0
0
695
PAYMENT
3,422.78
C1606989025
1,175
0
M1080674569
0
0
0
0
695
PAYMENT
1,490.42
C1601147059
12,074
10,583.58
M69764471
0
0
0
0
695
PAYMENT
11,247.84
C509429423
51,326
40,078.16
M275969516
0
0
0
0
695
CASH_OUT
32,627.42
C867894617
40,078.16
7,450.73
C1684644999
42,197.88
74,825.3
0
0
695
PAYMENT
6,261.79
C1937255780
688,627
682,365.21
M124024218
0
0
0
0
695
PAYMENT
4,114.34
C12467471
82,920
78,805.66
M1799643532
0
0
0
0
695
PAYMENT
3,744.96
C1508209293
78,805.66
75,060.7
M2097742990
0
0
0
0
695
PAYMENT
6,034.92
C212732005
1,103
0
M1152270461
0
0
0
0
695
PAYMENT
5,717.38
C908927871
27,440
21,722.62
M62221376
0
0
0
0
695
PAYMENT
5,660.92
C2133107059
36,212
30,551.08
M1237297986
0
0
0
0
695
PAYMENT
9,783.34
C374755281
12,061
2,277.66
M1042933303
0
0
0
0
695
DEBIT
2,658.16
C1683814328
57,143
54,484.84
C1931230521
5,312,116.17
5,314,774.32
0
0
695
PAYMENT
1,519.23
C1343071690
324,522
323,002.77
M1946243293
0
0
0
0
695
CASH_OUT
106,198.09
C90703924
319,297
213,098.91
C1695477466
55,232.76
161,430.85
0
0
695
TRANSFER
799,123.57
C101371414
799,123.57
0
C1835954982
0
0
1
0
695
CASH_OUT
799,123.57
C999561448
799,123.57
0
C1038753033
5,474,293.01
6,273,416.58
1
0
695
PAYMENT
4,181.68
C1173172479
20,809
16,627.32
M113118
0
0
0
0
695
CASH_OUT
181,148.24
C1345039798
16,627.32
0
C1358710267
235,715.19
416,863.43
0
0
695
PAYMENT
14,744.67
C1264827395
477,489
462,744.33
M1730479960
0
0
0
0
695
PAYMENT
984.29
C1785175339
30,519
29,534.71
M1739377612
0
0
0
0
695
PAYMENT
3,438.09
C838463646
411,830
408,391.91
M2116628030
0
0
0
0
695
PAYMENT
5,037.69
C686914069
107
0
M696399468
0
0
0
0
695
PAYMENT
1,562.72
C1459703490
71,281
69,718.28
M1626264258
0
0
0
0
695
PAYMENT
2,686.27
C1139551512
20,459
17,772.73
M2078622303
0
0
0
0
695
PAYMENT
5,762.8
C642737343
15,047
9,284.2
M807520886
0
0
0
0
695
CASH_OUT
117,969.08
C310883719
1,043
0
C444357834
0
117,969.08
0
0
695
PAYMENT
6,953.72
C1126296114
0
0
M513148021
0
0
0
0
695
PAYMENT
10,016.47
C542773163
11,814
1,797.53
M266255786
0
0
0
0
695
PAYMENT
7,714.75
C1130542617
1,797.53
0
M1836693420
0
0
0
0
695
PAYMENT
7,604.33
C489605887
0
0
M1743197981
0
0
0
0
695
PAYMENT
5,095.36
C837003142
0
0
M294105793
0
0
0
0
695
PAYMENT
5,883.83
C2056645436
0
0
M622154892
0
0
0
0
695
PAYMENT
6,470.75
C166074431
0
0
M626766456
0
0
0
0
695
PAYMENT
13,831.47
C1891787236
0
0
M2147285572
0
0
0
0
695
PAYMENT
9,883.72
C1189229156
0
0
M1045594290
0
0
0
0
695
PAYMENT
20,864.89
C1568410589
0
0
M1170924780
0
0
0
0
695
PAYMENT
12,629.13
C317493027
0
0
M940690140
0
0
0
0
695
PAYMENT
10,050.41
C84810976
0
0
M401696041
0
0
0
0
695
PAYMENT
22,193.08
C1628599651
0
0
M1466107063
0
0
0
0
695
PAYMENT
10,341.69
C578808743
0
0
M1052449516
0
0
0
0
695
CASH_IN
19,460.39
C1282459957
181
19,641.39
C1806133201
88,758.91
69,298.52
0
0
695
TRANSFER
287,120.06
C66665136
28,987
0
C159925757
708,754.09
995,874.15
0
0
695
CASH_IN
223,075.92
C1577507771
4,189
227,264.92
C1245814888
0
0
0
0
695
PAYMENT
10,258.07
C948750061
51,114
40,855.93
M1920960936
0
0
0
0
695
CASH_OUT
116,054.53
C941167085
72,943
0
C18996450
2,764,384.03
2,880,438.56
0
0
695
CASH_IN
1,640.96
C1353371222
11,233
12,873.96
C1567061295
937,522.38
935,881.41
0
0
695
PAYMENT
839.27
C248500480
52,376
51,536.73
M7551928
0
0
0
0
695
PAYMENT
5,027.92
C1880478754
40,093
35,065.08
M1993042952
0
0
0
0
695
PAYMENT
554.4
C108848128
22,739
22,184.6
M525054348
0
0
0
0
695
PAYMENT
7,482.83
C1101124227
22,184.6
14,701.77
M1822903699
0
0
0
0
695
PAYMENT
3,291.57
C219871459
41,345
38,053.43
M1327496989
0
0
0
0
695
CASH_OUT
48,595.66
C15010231
38,053.43
0
C1012340691
4,766,827.08
4,815,422.74
0
0
695
PAYMENT
12,707.33
C1450706925
10,789
0
M218046497
0
0
0
0
695
PAYMENT
235.5
C1017692596
26,071
25,835.5
M346611495
0
0
0
0
695
TRANSFER
428,779.04
C49931568
25,835.5
0
C1023376404
1,200,368.46
1,629,147.5
0
0
695
TRANSFER
198,462.92
C2003968870
219
0
C2102870526
18,837.4
217,300.32
0
0
695
CASH_IN
23,734.15
C229505373
21,088
44,822.15
C1260781764
0
0
0
0
695
PAYMENT
372.86
C1596874280
44,822.15
44,449.29
M313778328
0
0
0
0
695
CASH_IN
11,511.12
C1958516923
44,619
56,130.12
C982809089
266,526.37
255,015.25
0
0
695
PAYMENT
2,693.03
C372891744
11,041
8,347.97
M1003172753
0
0
0
0
695
PAYMENT
6,221.91
C921809744
304,041
297,819.09
M639143029
0
0
0
0
695
DEBIT
5,358.11
C2138784310
1,015
0
C1285732231
587,733.07
593,091.18
0
0
695
PAYMENT
8,131.84
C500085235
29,860
21,728.16
M639560233
0
0
0
0
695
TRANSFER
234,150.43
C1141350843
6,158
0
C130760642
128,178.67
362,329.1
0
0
695
PAYMENT
8,290.64
C1632117247
0
0
M157373708
0
0
0
0
695
CASH_IN
122,666.28
C1484761515
1,319
123,985.28
C1964055719
106,522.21
0
0
0
695
PAYMENT
13,504.15
C562872678
123,985.28
110,481.13
M23812977
0
0
0
0
695
PAYMENT
1,104.1
C35764069
26,031
24,926.9
M657880187
0
0
0
0
695
CASH_IN
42,562.65
C1626736138
28,144
70,706.65
C915041194
0
0
0
0
695
PAYMENT
6,585.24
C1000171958
70,706.65
64,121.42
M872971071
0
0
0
0
695
PAYMENT
64.12
C537482345
74,892
74,827.88
M1881129012
0
0
0
0
695
PAYMENT
2,660.34
C547346264
20,498
17,837.66
M1471779319
0
0
0
0
695
DEBIT
8,202.41
C1031351669
22,897
14,694.59
C534252259
9,551,235.98
9,559,438.39
0
0
695
PAYMENT
7,547.72
C862540942
3,706
0
M1829920940
0
0
0
0
695
CASH_OUT
162,991.99
C1992258256
0
0
C1404733620
474,757.28
637,749.27
0
0
695
CASH_OUT
222,282.31
C39451639
0
0
C206718426
1,868,252.52
2,090,534.83
0
0
695
PAYMENT
518.72
C2079134230
43,332
42,813.28
M84150983
0
0
0
0
695
PAYMENT
3,532.87
C136364357
42,813.28
39,280.41
M1164645877
0
0
0
0
695
PAYMENT
4,867.28
C1443218156
525
0
M1945282777
0
0
0
0
695
CASH_OUT
102,791.44
C2102818059
0
0
C1414148934
10,365,099.99
10,467,891.43
0
0
695
CASH_OUT
150,759.09
C1619985385
0
0
C1509018682
13,529,606.47
13,680,365.56
0
0
695
CASH_OUT
179,304.11
C417710006
0
0
C1461955163
3,356,751.79
3,536,055.9
0
0
695
CASH_OUT
96,917.94
C2117560339
0
0
C997513086
154,641.04
251,558.99
0
0
695
CASH_OUT
62,748.11
C805811443
0
0
C1437728050
269,935.3
332,683.41
0
0