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
CASH_OUT
111,543.46
C1292353677
0
0
C1132146097
163,327.74
0
0
0
8
CASH_OUT
515.8
C501606722
0
0
C1210315704
197,234.7
197,750.5
0
0
8
CASH_OUT
11,199.14
C277434670
0
0
C1609979141
50,780
53,192.28
0
0
8
CASH_OUT
72,660.74
C1105616311
0
0
C118648358
469,874.64
948,711.06
0
0
8
CASH_OUT
274,670.86
C840367790
0
0
C1531333864
1,416,007.04
1,754,717.64
0
0
8
PAYMENT
10,754.39
C9158231
100,598
89,843.61
M1515294537
0
0
0
0
8
PAYMENT
2,244.89
C690580049
76,412.21
74,167.33
M751764052
0
0
0
0
8
PAYMENT
9,014.71
C1902868636
74,167.33
65,152.62
M664177215
0
0
0
0
8
PAYMENT
9,879.43
C1167005566
65,152.62
55,273.19
M285630521
0
0
0
0
8
PAYMENT
34,449.62
C990074141
55,273.19
20,823.57
M676853552
0
0
0
0
8
PAYMENT
11,191.41
C358490531
20,823.57
9,632.16
M930843801
0
0
0
0
8
PAYMENT
3,715.87
C376544470
9,632.16
5,916.29
M17307487
0
0
0
0
8
PAYMENT
9,707.69
C1707048420
5,916.29
0
M239811214
0
0
0
0
8
PAYMENT
8,183.56
C348553405
0
0
M1429594005
0
0
0
0
8
PAYMENT
900.22
C1266407562
0
0
M481494049
0
0
0
0
8
PAYMENT
7,437.98
C1011919970
0
0
M1197610250
0
0
0
0
8
PAYMENT
6,549.07
C1380465380
0
0
M1449045632
0
0
0
0
8
PAYMENT
22,784.13
C1876179861
0
0
M952744224
0
0
0
0
8
PAYMENT
8,590.16
C725953479
0
0
M139246209
0
0
0
0
8
PAYMENT
5,468.12
C1183461518
0
0
M863994310
0
0
0
0
8
PAYMENT
22,479.7
C837197693
0
0
M1553183602
0
0
0
0
8
PAYMENT
23,045.5
C1267394094
0
0
M78921512
0
0
0
0
8
PAYMENT
8,195.43
C28067252
0
0
M1088782032
0
0
0
0
8
PAYMENT
5,687.98
C1556237172
0
0
M2041213627
0
0
0
0
8
CASH_OUT
231,478.49
C449321439
21,768
0
C1044472558
131,084.84
362,563.33
0
0
8
CASH_OUT
88,561.71
C1899030440
50,650
0
C1336496959
0
88,561.71
0
0
8
PAYMENT
15,154.75
C1072143121
20,424
5,269.25
M368183804
0
0
0
0
8
PAYMENT
14,737.19
C1328475260
11,545
0
M970284950
0
0
0
0
8
PAYMENT
17,466.67
C988378286
0
0
M1070671846
0
0
0
0
8
PAYMENT
6,033.35
C119828844
20,568
14,534.65
M345946097
0
0
0
0
8
CASH_OUT
206,996.75
C1705242056
14,534.65
0
C1937962514
1,269,923.18
1,581,311.49
0
0
8
TRANSFER
973,358.65
C1400572045
182,217
0
C2008913953
0
973,358.65
0
0
8
PAYMENT
797.23
C2012261535
14,058
13,260.77
M380677295
0
0
0
0
8
PAYMENT
7,817.22
C1820843548
1,577
0
M1739820129
0
0
0
0
8
PAYMENT
1,836.73
C357908572
275
0
M110314381
0
0
0
0
8
PAYMENT
10,049.94
C1421216381
0
0
M798839822
0
0
0
0
8
TRANSFER
1,510,655.04
C276149761
0
0
C1761353343
3,759,709.15
5,270,364.19
0
0
8
PAYMENT
4,811.79
C208015529
10,313
5,501.21
M1751582394
0
0
0
0
8
PAYMENT
10,313.77
C757011100
58,985
48,671.23
M275213440
0
0
0
0
8
CASH_OUT
332,596.07
C741918077
73,296
0
C678651991
844,561.55
1,177,157.62
0
0
8
PAYMENT
1,199.56
C2084193430
20,155
18,955.44
M694432383
0
0
0
0
8
TRANSFER
622,479.08
C46942399
32,114
0
C2116153614
1,185,179.07
2,149,801.99
0
0
8
CASH_OUT
50,016.01
C1748334262
2,211,374.36
2,161,358.35
C1373130111
37,172.51
87,188.53
0
0
8
PAYMENT
324.74
C1183154642
2,161,358.35
2,161,033.61
M1325053111
0
0
0
0
8
PAYMENT
4,467.2
C773035111
2,161,033.61
2,156,566.4
M1842399189
0
0
0
0
8
PAYMENT
5,974.1
C120668332
30,974
24,999.9
M477430769
0
0
0
0
8
CASH_OUT
28,545.54
C787942580
11,444
0
C1803688302
0
28,545.54
0
0
8
CASH_IN
51,080.79
C1165138128
31,142
82,222.79
C325918040
0
0
0
0
8
PAYMENT
8,075.28
C1212912882
139,965
131,889.72
M2081778817
0
0
0
0
8
PAYMENT
1,420.45
C1787907355
45,015.72
43,595.27
M997522561
0
0
0
0
8
CASH_OUT
337,776.13
C789316377
43,595.27
0
C1570256460
8,575,491.8
9,281,535.44
0
0
8
PAYMENT
13,862.53
C2016023325
6,389
0
M414412950
0
0
0
0
8
DEBIT
45.93
C71243765
12,292
12,246.07
C1545523026
64,367.38
64,413.31
0
0
8
CASH_IN
50,074.7
C1264896160
33,105
83,179.7
C1923206317
1,855,241.22
1,805,166.52
0
0
8
PAYMENT
7,840.34
C1677625386
146
0
M1615491843
0
0
0
0
8
CASH_IN
280,233.68
C473321536
172,280.55
452,514.24
C473485349
359,201.84
78,968.16
0
0
8
CASH_OUT
121,293.59
C1903868590
452,514.24
331,220.64
C510382951
854,342.6
975,636.19
0
0
8
PAYMENT
3,537.59
C1716704115
1,370,984.59
1,367,447
M1429436113
0
0
0
0
8
PAYMENT
9,073.5
C2066323559
1,367,447
1,358,373.5
M1596121702
0
0
0
0
8
PAYMENT
1,205.23
C798714810
1,358,373.5
1,357,168.27
M1641026918
0
0
0
0
8
CASH_OUT
16,189.75
C1452098459
19,488
3,298.25
C897697267
0
442,405.44
0
0
8
CASH_OUT
143,043.82
C519351038
3,298.25
0
C230816700
753,735.78
896,779.61
0
0
8
CASH_IN
43,389.81
C1791415329
1,016
44,405.81
C1106230569
0
0
0
0
8
PAYMENT
2,819.28
C199006010
330,235
327,415.72
M930188353
0
0
0
0
8
PAYMENT
349.63
C208233227
20,569
20,219.37
M1355995515
0
0
0
0
8
PAYMENT
3,727.39
C1071178012
37,510
33,782.61
M82862370
0
0
0
0
8
PAYMENT
8,497.19
C1137064844
364,045.9
355,548.71
M93928334
0
0
0
0
8
CASH_OUT
206,984.05
C2100427296
355,548.71
148,564.66
C207258326
347,683.71
554,667.75
0
0
8
CASH_OUT
47,576.23
C2060414421
178,597
131,020.77
C155169291
0
47,576.23
0
0
8
TRANSFER
475,845.11
C136786779
1,896
0
C1516565803
20,031.16
884,079.08
0
0
8
PAYMENT
10,790.31
C1143880858
142
0
M918302405
0
0
0
0
8
PAYMENT
4,294.03
C932989954
23,055
18,760.97
M101715009
0
0
0
0
8
PAYMENT
6,232.13
C871316213
25,951
19,718.87
M1693638731
0
0
0
0
8
CASH_OUT
78,248.69
C828066955
527,499.39
449,250.7
C1711313768
0
78,248.69
0
0
8
TRANSFER
457,227.63
C925842661
449,250.7
0
C465257140
1,304,185.86
1,761,413.49
0
0
8
CASH_IN
111,294.56
C2111672423
28,380
139,674.56
C1877764981
0
0
0
0
8
TRANSFER
305,992.32
C249481007
22,479
0
C731253803
164,090.61
470,082.93
0
0
8
PAYMENT
4,911.41
C1695214955
11,013
6,101.59
M730606907
0
0
0
0
8
TRANSFER
811,781.74
C985910917
120,584
0
C1914772936
251
840,628.91
0
0
8
TRANSFER
1,846,093.48
C1121747277
26,674
0
C1508456612
3,619,700.45
5,975,262.38
0
0
8
TRANSFER
72,388.53
C1880055240
239,625.54
167,237.01
C228669487
0
76,706.37
0
0
8
PAYMENT
1,343.13
C975196935
167,237.01
165,893.89
M506660128
0
0
0
0
8
PAYMENT
461
C943925570
165,893.89
165,432.89
M841536159
0
0
0
0
8
CASH_OUT
28,268.9
C178788278
47,442
19,173.1
C758750856
852,937.29
945,056.48
0
0
8
PAYMENT
1,826.63
C213129670
1,527,412.09
1,525,585.46
M765212715
0
0
0
0
8
PAYMENT
49,732.35
C1507113773
1,525,585.46
1,475,853.11
M319488518
0
0
0
0
8
PAYMENT
10,484.43
C1063076744
110
0
M1934387496
0
0
0
0
8
CASH_OUT
26,977.32
C264087999
51,117
24,139.68
C638822140
0
26,977.32
0
0
8
CASH_OUT
117,399.21
C1148027260
2,447,424.28
2,330,025.08
C1346065207
34,903.58
152,302.79
0
0
8
PAYMENT
9,572.94
C293198714
2,330,025.08
2,320,452.13
M32302420
0
0
0
0
8
PAYMENT
11,864.92
C1677608071
17,916
6,051.08
M1261461477
0
0
0
0
8
CASH_OUT
167,534.5
C349044722
6,749
0
C1012785532
0
167,534.5
0
0
8
PAYMENT
1,746.08
C1919778426
886
0
M1671878348
0
0
0
0
8
CASH_OUT
126,671.05
C715153962
99,580
0
C1499383906
286,092.5
412,763.55
0
0
8
CASH_OUT
20,915.26
C1374235363
42,785
21,869.74
C1525409936
101,702.35
122,617.61
0
0
8
CASH_OUT
11,143.53
C1215168522
20,738
9,594.47
C865922491
481,530.93
492,674.45
0
0
8
PAYMENT
32,796.68
C489406333
9,594.47
0
M875769792
0
0
0
0
8
CASH_OUT
156,888.55
C739616151
646
0
C418902856
0
156,888.55
0
0
8
CASH_OUT
238,560.35
C348360271
158
0
C194988831
0
244,919.41
0
0
8
CASH_OUT
156,129.83
C1423117309
32,052
0
C803793969
0
156,129.83
0
0