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
692
CASH_OUT
93,623.7
C1191399016
42,869.43
0
C1983339036
595,157.84
688,781.54
0
0
692
CASH_OUT
177,208.99
C682208500
88
0
C2063435154
240,740.45
417,949.44
0
0
692
PAYMENT
8,734.49
C1103054486
0
0
M59954547
0
0
0
0
692
CASH_OUT
30,576.47
C1589623655
21,590
0
C2054061584
1,611,914.76
1,642,491.23
0
0
692
TRANSFER
315,227.28
C991191624
5,120
0
C1004360630
54,141.15
369,368.44
0
0
692
CASH_IN
76,465.82
C2361418
4,266
80,731.82
C1106460298
115,118.81
38,653
0
0
692
PAYMENT
41,006
C352877680
80,731.82
39,725.82
M911186229
0
0
0
0
692
TRANSFER
367,017.6
C777108374
70,481
0
C2136984861
0
367,017.6
0
0
692
CASH_OUT
280,383.84
C236421198
41,562
0
C459503456
585,287.98
865,671.82
0
0
692
CASH_OUT
126,931.65
C1487574528
149
0
C1364168168
895,004.33
1,021,935.97
0
0
692
PAYMENT
9,062.47
C308685329
0
0
M826846912
0
0
0
0
692
PAYMENT
12,659.4
C66018647
0
0
M268030396
0
0
0
0
692
PAYMENT
34,417.14
C753681648
145,166
110,748.86
M1478938883
0
0
0
0
692
CASH_OUT
113,374.73
C559557301
68,275
0
C1733967298
295,916.58
409,291.31
0
0
692
CASH_IN
28,197.75
C1626307347
31,337
59,534.75
C541928194
404,853.37
376,655.63
0
0
692
PAYMENT
32,086.76
C778729530
168
0
M1076501053
0
0
0
0
692
PAYMENT
16,141.99
C810913551
20,695
4,553.01
M729370101
0
0
0
0
692
CASH_OUT
23,401.2
C1454332680
4,553.01
0
C81523474
789,864.4
813,265.6
0
0
692
CASH_IN
692.02
C1187268626
12,123
12,815.02
C1909125783
230,739.2
230,047.17
0
0
692
PAYMENT
35,929.8
C1526045234
50,216
14,286.2
M998400636
0
0
0
0
692
PAYMENT
16,727.66
C391711007
23,906
7,178.34
M1941522238
0
0
0
0
692
TRANSFER
404,149.17
C90929009
7,178.34
0
C1959331270
1,016,834.89
1,420,984.06
0
0
692
TRANSFER
928,042.81
C768762914
0
0
C643152776
7,800,823.81
8,728,866.63
0
0
692
TRANSFER
330,673.64
C1922859382
0
0
C284743800
2,328,031.41
2,658,705.05
0
0
692
TRANSFER
380,308.89
C1260763308
0
0
C2009626923
1,537,962.99
1,918,271.89
0
0
692
TRANSFER
516,644.01
C363568710
0
0
C1170343427
1,167,138.14
1,683,782.15
0
0
692
TRANSFER
3,077.87
C736500645
0
0
C808714760
10,837.69
13,915.56
0
0
692
TRANSFER
44,872.7
C1038592158
0
0
C1811573417
376,583.12
421,455.82
0
0
692
TRANSFER
127,034.53
C1533122390
0
0
C599489395
3,186,838.41
3,313,872.95
0
0
692
TRANSFER
91,850.74
C309423058
0
0
C553757811
241,063.77
332,914.52
0
0
692
TRANSFER
975,941.89
C164716810
0
0
C1410144915
2,824,501.9
3,800,443.79
0
0
692
TRANSFER
238,753.34
C158501878
0
0
C917481985
770,351.21
1,009,104.55
0
0
692
TRANSFER
596,809.03
C1593730729
0
0
C415310478
2,476,985.14
3,073,794.17
0
0
692
TRANSFER
306,554.83
C1195944287
0
0
C52829362
668,673.58
975,228.42
0
0
692
TRANSFER
84,124.79
C1167280525
0
0
C756987185
2,057,278.73
2,141,403.52
0
0
692
TRANSFER
363,931.39
C1487099890
0
0
C2015947544
1,278,558.53
1,642,489.92
0
0
692
TRANSFER
69,047.1
C1967503713
0
0
C1171960796
9,070,253.69
9,139,300.8
0
0
692
TRANSFER
50,681.44
C2001069255
0
0
C274892785
85,585.35
136,266.79
0
0
692
TRANSFER
2,689,353.28
C675615875
0
0
C1585849504
4,311,515.49
7,000,868.77
0
0
692
TRANSFER
1,192,744.37
C1780210366
0
0
C1554717982
2,901,331.34
4,094,075.71
0
0
692
TRANSFER
637,810.97
C852359213
0
0
C1572429495
2,035,758.69
2,673,569.66
0
0
692
TRANSFER
196,858.3
C1794527599
0
0
C1423992712
44,931,907.86
45,128,766.17
0
0
692
CASH_OUT
88,573.8
C1788322238
20,589
0
C331541562
519,049.6
607,623.4
0
0
692
CASH_OUT
192,358.77
C1584220280
79,667
0
C517854187
0
192,358.77
0
0
692
PAYMENT
26,013.95
C62709512
117
0
M1536793401
0
0
0
0
692
PAYMENT
19,370.55
C215239589
0
0
M953085135
0
0
0
0
692
PAYMENT
22,112.49
C1575956545
0
0
M1253582998
0
0
0
0
692
PAYMENT
8,168.64
C1688193799
0
0
M729344975
0
0
0
0
692
PAYMENT
15,289.63
C254913497
0
0
M71753265
0
0
0
0
692
PAYMENT
5,114.87
C513534541
0
0
M1926323394
0
0
0
0
692
PAYMENT
1,160.53
C1891393058
0
0
M1111077202
0
0
0
0
692
PAYMENT
13,295.99
C53605082
0
0
M2080282930
0
0
0
0
692
PAYMENT
1,692.54
C1763808545
0
0
M1713183350
0
0
0
0
692
PAYMENT
6,730.97
C1790350157
0
0
M1695457312
0
0
0
0
692
PAYMENT
7,778.49
C6531389
0
0
M237227501
0
0
0
0
692
PAYMENT
7,851.02
C1355877279
0
0
M1078898181
0
0
0
0
692
PAYMENT
2,786.34
C1568267632
0
0
M1302671255
0
0
0
0
692
PAYMENT
13,620.93
C368072783
0
0
M544993906
0
0
0
0
692
PAYMENT
27,680.17
C872036688
0
0
M1464299823
0
0
0
0
692
PAYMENT
9,892.17
C1080191400
0
0
M1064692660
0
0
0
0
692
PAYMENT
13,614.91
C1571255731
0
0
M822458657
0
0
0
0
692
PAYMENT
1,231.49
C1652144512
0
0
M1916917296
0
0
0
0
692
PAYMENT
3,768.23
C338509606
0
0
M150814771
0
0
0
0
692
PAYMENT
20,883.83
C669469973
0
0
M1533804431
0
0
0
0
692
PAYMENT
4,781.9
C650264523
54,287
49,505.1
M1155272696
0
0
0
0
692
CASH_OUT
239,945.8
C1506700691
55,021
0
C1117094707
3,470,844.41
3,710,790.21
0
0
692
CASH_OUT
8,997.65
C1574790818
243
0
C939261084
16,544.82
25,542.47
0
0
692
PAYMENT
8,122.79
C1784034997
0
0
M1313949640
0
0
0
0
692
CASH_IN
166,034.39
C1683560804
511
166,545.39
C708618758
28,261.66
0
0
0
692
PAYMENT
22,084.82
C1376230203
166,545.39
144,460.56
M163572816
0
0
0
0
692
PAYMENT
3,220.85
C1293190568
144,460.56
141,239.72
M1638545239
0
0
0
0
692
TRANSFER
93,040.76
C253408794
22,914
0
C652851684
0
93,040.76
0
0
692
PAYMENT
10,477.7
C2033260229
11,581
1,103.3
M274851214
0
0
0
0
692
PAYMENT
25,909.21
C549550170
137,867
111,957.79
M2050072638
0
0
0
0
692
CASH_OUT
55,733.24
C189204099
10,801
0
C626565580
0
55,733.24
0
0
692
PAYMENT
7,194.39
C336977904
0
0
M1069381248
0
0
0
0
692
PAYMENT
8,816.22
C1224343833
0
0
M2075817371
0
0
0
0
692
CASH_IN
190,047.61
C1105911619
1,920
191,967.61
C962913298
0
0
0
0
692
TRANSFER
128,175.75
C364357768
18,560
0
C1006201049
439,395.12
567,570.87
0
0
692
CASH_IN
17,801.67
C224236014
20,513
38,314.67
C2093988568
0
0
0
0
692
CASH_OUT
8,635.81
C627256179
38,314.67
29,678.86
C1449763691
79,220.88
87,856.7
0
0
692
CASH_OUT
332,101.11
C845477979
29,847
0
C1547234412
70,588.12
402,689.23
0
0
692
CASH_OUT
46,358.26
C440395127
41,242
0
C167197482
0
46,358.26
0
0
692
CASH_IN
65,280.76
C2064434495
193,503
258,783.76
C333587920
0
0
0
0
692
PAYMENT
1,979.48
C1191723422
11,228
9,248.52
M1388039940
0
0
0
0
692
PAYMENT
52,043.49
C936021113
9,248.52
0
M720540290
0
0
0
0
692
PAYMENT
230.5
C804463347
0
0
M599526374
0
0
0
0
692
CASH_OUT
131,467.62
C1081537196
42,150
0
C437634968
1,560,235.09
1,691,702.71
0
0
692
CASH_IN
153,128.62
C2125336226
323,883
477,011.62
C697694733
0
0
0
0
692
CASH_OUT
118,439.74
C1224499006
6,001
0
C548452842
87,638.59
206,078.34
0
0
692
PAYMENT
15,073.62
C190619388
0
0
M2093547177
0
0
0
0
692
PAYMENT
29,282.94
C1914512524
14,711
0
M1479708766
0
0
0
0
692
PAYMENT
1,548.17
C938893018
0
0
M208716603
0
0
0
0
692
PAYMENT
16,208.85
C391298941
111
0
M1538157993
0
0
0
0
692
PAYMENT
25,857.52
C1588324488
0
0
M1414041981
0
0
0
0
692
CASH_OUT
65,654.29
C1449358814
4,003
0
C303040582
363,837.34
429,491.63
0
0
692
PAYMENT
9,321.86
C2122881438
44,063
34,741.14
M2137444719
0
0
0
0
692
PAYMENT
10,838.17
C1865770119
297,940
287,101.83
M582299962
0
0
0
0
692
CASH_IN
82,702.96
C415959195
504,670
587,372.96
C97736007
0
0
0
0
692
TRANSFER
507,756.88
C1366253380
27
0
C324123057
667,510.7
1,175,267.59
0
0