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
7,436.54
C1457979200
4,339.11
0
M91403852
0
0
0
0
8
PAYMENT
10,045.74
C1329055406
62,888
52,842.26
M934194937
0
0
0
0
8
PAYMENT
5,878.66
C1448299443
397
0
M1183008739
0
0
0
0
8
TRANSFER
768,849
C938535723
323,976
0
C562195832
100,262
1,238,112.15
0
0
8
CASH_OUT
31,522.37
C1969963594
30,963
0
C1561784955
2,408,515.75
3,830,814.23
0
0
8
PAYMENT
20,685.73
C959021447
0
0
M1699312926
0
0
0
0
8
PAYMENT
5,009.5
C1439720239
0
0
M2047214285
0
0
0
0
8
PAYMENT
12,866.93
C265716147
2,212
0
M555345106
0
0
0
0
8
CASH_IN
415,600.55
C1996894917
31,244
446,844.55
C1921483039
46,092.01
1,303,166.51
0
0
8
PAYMENT
4,162.58
C1037850242
446,844.55
442,681.97
M113021843
0
0
0
0
8
CASH_OUT
213,778.89
C1752025314
11,083
0
C1100767002
40,059.54
253,838.43
0
0
8
PAYMENT
8,845.57
C775638832
82,636
73,790.43
M1905030195
0
0
0
0
8
TRANSFER
1,586,484.81
C332288410
50,886
0
C489712935
0
3,463,421.36
0
0
8
PAYMENT
6,859.32
C367174105
11,289
4,429.68
M1641295514
0
0
0
0
8
PAYMENT
11,067.11
C1944839039
146,574.68
135,507.57
M315108889
0
0
0
0
8
PAYMENT
1,744.42
C304392688
135,507.57
133,763.14
M1380251088
0
0
0
0
8
TRANSFER
699,795.73
C2123891964
28,711
0
C1978980520
0
426,082.16
0
0
8
PAYMENT
2,932.48
C762529232
1,138,297.7
1,135,365.22
M439292583
0
0
0
0
8
PAYMENT
14,995.62
C1865457223
1,135,365.22
1,120,369.6
M1370605753
0
0
0
0
8
PAYMENT
1,303.05
C1725651610
99,924.08
98,621.03
M75744972
0
0
0
0
8
CASH_OUT
132,782.24
C1873457853
98,621.03
0
C872592585
1,810,540.38
2,265,853.97
0
0
8
PAYMENT
5,900.64
C813779953
19,889
13,988.36
M204658929
0
0
0
0
8
CASH_IN
160,249.43
C371051037
15,848
176,097.43
C2095032356
7,125.49
31,226.81
0
0
8
TRANSFER
765,516.34
C739818809
67,872.15
0
C1833467691
0
1,329,152.12
0
0
8
PAYMENT
852.6
C377271688
0
0
M202576614
0
0
0
0
8
CASH_OUT
229,699.79
C1948675163
7,091
0
C307531674
0
41,179.26
0
0
8
PAYMENT
9,859.88
C499054227
0
0
M1855832153
0
0
0
0
8
PAYMENT
1,990.73
C2047699790
113
0
M1032754400
0
0
0
0
8
PAYMENT
7,166.41
C1475274668
14,917
7,750.59
M1475439104
0
0
0
0
8
PAYMENT
1,810.17
C1186409643
252,311
250,500.83
M257399049
0
0
0
0
8
PAYMENT
1,762.24
C790944968
50,750
48,987.76
M1935217222
0
0
0
0
8
PAYMENT
1,882.97
C208972530
48,987.76
47,104.79
M1071179172
0
0
0
0
8
PAYMENT
2,465.03
C907262987
10,182
7,716.97
M233001901
0
0
0
0
8
TRANSFER
3,226,610.92
C610880473
932
0
C386312539
16,717
4,173,293.65
0
0
8
TRANSFER
741,978.51
C1550085941
48,890
0
C1898859288
61,242.71
896,323.73
0
0
8
PAYMENT
3,800.93
C2000450390
438,902
435,101.07
M1616193575
0
0
0
0
8
PAYMENT
2,611.48
C244088951
76,394
73,782.52
M1911446356
0
0
0
0
8
PAYMENT
55,859.81
C1700540668
73,782.52
17,922.71
M738277472
0
0
0
0
8
TRANSFER
1,487,617.11
C1189382831
61,025
0
C966704622
25,561
1,261,174.02
0
0
8
CASH_IN
112,296.98
C1171475932
21,464
133,760.98
C98474301
453
0
0
0
8
PAYMENT
3,715.55
C1099714122
96,851.99
93,136.44
M1684778019
0
0
0
0
8
PAYMENT
14,952.49
C112784371
93,136.44
78,183.94
M1507521365
0
0
0
0
8
PAYMENT
3,290.86
C2055673914
7,250
3,959.14
M1127528957
0
0
0
0
8
PAYMENT
18,589.1
C38993155
3,959.14
0
M211609159
0
0
0
0
8
PAYMENT
33,812.68
C1310226726
0
0
M671472201
0
0
0
0
8
PAYMENT
11,281.17
C1026199727
17,991
6,709.83
M1458562963
0
0
0
0
8
CASH_OUT
127,430.93
C1538487585
6,709.83
0
C891020651
3,778,502.82
5,812,262.37
0
0
8
PAYMENT
9,558.48
C1575103372
146,390.03
136,831.55
M874801015
0
0
0
0
8
PAYMENT
24,562.33
C501140767
136,831.55
112,269.22
M1568975352
0
0
0
0
8
PAYMENT
9,433.49
C292968335
112,269.22
102,835.73
M108958985
0
0
0
0
8
PAYMENT
28,388.5
C1831016172
102,835.73
74,447.23
M361802201
0
0
0
0
8
PAYMENT
27,845.73
C922312395
74,447.23
46,601.5
M1155355584
0
0
0
0
8
PAYMENT
12,366.92
C834447809
46,601.5
34,234.58
M561123406
0
0
0
0
8
PAYMENT
7,095.11
C1568742829
34,234.58
27,139.47
M1944852110
0
0
0
0
8
PAYMENT
5,773.08
C667573139
27,139.47
21,366.39
M378261316
0
0
0
0
8
PAYMENT
14,451
C1127400525
21,366.39
6,915.39
M1358557891
0
0
0
0
8
PAYMENT
16,216.72
C630865292
6,915.39
0
M1839413140
0
0
0
0
8
PAYMENT
417
C946243265
0
0
M655758564
0
0
0
0
8
PAYMENT
2,615.04
C1393830871
0
0
M662682038
0
0
0
0
8
PAYMENT
29,091.05
C732132118
0
0
M1007023026
0
0
0
0
8
PAYMENT
5,413.13
C1312632182
0
0
M349544206
0
0
0
0
8
PAYMENT
5,193.31
C618554689
0
0
M928356875
0
0
0
0
8
PAYMENT
11,122.96
C279205642
0
0
M674334719
0
0
0
0
8
PAYMENT
16,135.33
C2131893205
0
0
M1678525438
0
0
0
0
8
PAYMENT
12,245.97
C1453479026
0
0
M1913143078
0
0
0
0
8
PAYMENT
5,274.36
C497765889
0
0
M465497593
0
0
0
0
8
PAYMENT
953.83
C1601907512
0
0
M1824116478
0
0
0
0
8
PAYMENT
1,037.15
C723865134
0
0
M1192800150
0
0
0
0
8
CASH_OUT
298,403.06
C1094479526
93,671
0
C848064357
0
608,737.04
0
0
8
PAYMENT
15,390.15
C1674614337
0
0
M1644556331
0
0
0
0
8
PAYMENT
7,162.94
C1625528290
121,788
114,625.06
M1107856390
0
0
0
0
8
CASH_OUT
70,028.59
C630024344
8,627
0
C353318520
0
70,028.59
0
0
8
CASH_IN
20,694.65
C1757692074
902,396.87
923,091.52
C237988421
801,621.48
1,720,474.04
0
0
8
PAYMENT
3,120.97
C350521047
923,091.52
919,970.55
M302661873
0
0
0
0
8
PAYMENT
1,919.4
C1552753536
919,970.55
918,051.15
M377944491
0
0
0
0
8
PAYMENT
11,812.24
C652478354
918,051.15
906,238.91
M1722402423
0
0
0
0
8
PAYMENT
17,016.2
C1393391617
906,238.91
889,222.71
M1927780458
0
0
0
0
8
PAYMENT
45,095.06
C1949944115
889,222.71
844,127.65
M1552626621
0
0
0
0
8
PAYMENT
7,591.27
C1686017373
844,127.65
836,536.38
M714368368
0
0
0
0
8
PAYMENT
13,899.83
C283001152
836,536.38
822,636.55
M357404221
0
0
0
0
8
PAYMENT
11,596.3
C92878260
822,636.55
811,040.25
M213876624
0
0
0
0
8
PAYMENT
8,910.94
C1854532358
811,040.25
802,129.31
M390900876
0
0
0
0
8
PAYMENT
5,178.71
C1537482564
260,502.57
255,323.87
M739293279
0
0
0
0
8
TRANSFER
1,483,910.06
C224442112
255,323.87
0
C257999182
8,711,392.78
14,960,679.69
0
0
8
TRANSFER
521,189.28
C2134524652
0
0
C2073764942
935,489.34
2,388,433.48
0
0
8
TRANSFER
1,622,091.52
C77544560
0
0
C1793325972
1,775,920.57
6,311,356.92
0
0
8
TRANSFER
275,623.38
C769961724
0
0
C1698593276
539,752.85
1,191,888.4
0
0
8
TRANSFER
308,600.64
C632607991
0
0
C957388291
582,047.87
854,165.83
0
0
8
TRANSFER
413,941.57
C146071439
0
0
C1191985342
439,628.53
1,276,447.09
0
0
8
TRANSFER
90,632.63
C1966415445
0
0
C1877059833
914,326.36
0
0
0
8
TRANSFER
379,349.59
C2100223297
0
0
C705321061
564,659.56
1,306,261.5
0
0
8
TRANSFER
508,943.57
C2126425471
0
0
C1577420620
750,293.94
1,346,843.05
0
0
8
TRANSFER
608,556.18
C1347968384
0
0
C1477641326
726,631.76
1,614,315.76
0
0
8
TRANSFER
173,438.94
C230827624
0
0
C306206744
9,631,679.88
9,637,803.63
0
0
8
TRANSFER
736,539.7
C101529156
0
0
C54142591
865,287.97
6,085,383.25
0
0
8
TRANSFER
566,685.65
C231978671
0
0
C1838584624
11,480,164.17
11,889,776.25
0
0
8
TRANSFER
121,217.55
C536174280
0
0
C503195940
228,783.05
614,329.95
0
0
8
TRANSFER
63,410.23
C51960376
0
0
C1734719138
1,133,181.89
1,132,227.39
0
0
8
TRANSFER
253,349.13
C1825071881
0
0
C1161865950
1,653,038.87
2,076,683.64
0
0
8
TRANSFER
434,937.1
C2084493041
0
0
C194746285
612,455.83
1,404,489.37
0
0