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
7
CASH_IN
175,995.9
C1991019581
5,792,842.23
5,968,838.13
C1584119395
598,430.14
136,576.79
0
0
7
CASH_IN
285,857.46
C1801210741
5,968,838.13
6,254,695.59
C1584119395
422,434.24
136,576.79
0
0
7
CASH_IN
218,080.84
C1161685456
6,254,695.59
6,472,776.43
C1327907419
657,876.65
439,795.81
0
0
7
CASH_IN
44,833.06
C777255296
6,472,776.43
6,517,609.49
C553790651
65,975.94
32,266.57
0
0
7
CASH_IN
6,288.28
C1015829779
6,517,609.49
6,523,897.77
C771404135
21,351
15,062.72
0
0
7
CASH_IN
120,155.92
C889370132
6,523,897.77
6,644,053.69
C1100439041
288,861.69
168,705.77
0
0
7
CASH_IN
226,240.27
C534493709
6,644,053.69
6,870,293.97
C257999182
2,550,664
2,324,423.73
0
0
7
CASH_IN
165,562.59
C787865487
6,870,293.97
7,035,856.55
C184253187
4,764,377.79
4,598,815.2
0
0
7
CASH_IN
139,446.85
C1888428943
7,035,856.55
7,175,303.41
C339099861
297,936.1
158,489.25
0
0
7
CASH_IN
150,031.09
C1352505756
7,175,303.41
7,325,334.49
C836514715
1,439,388.84
1,289,357.76
0
0
7
CASH_IN
280,873.88
C307513936
7,325,334.49
7,606,208.37
C128870695
14,360,396.83
14,079,522.95
0
0
7
CASH_IN
43,850.3
C308147762
7,606,208.37
7,650,058.67
C256417920
99,555.25
55,704.95
0
0
7
CASH_IN
30,075.22
C457649325
7,650,058.67
7,680,133.9
C292665982
213,593.04
183,517.82
0
0
7
CASH_IN
11,609.72
C665454368
7,680,133.9
7,691,743.61
C1387567249
40,401
28,791.28
0
0
7
CASH_IN
219,836.42
C396156751
7,691,743.61
7,911,580.03
C2034284329
238,256
18,419.58
0
0
7
CASH_IN
367,463.71
C1779255272
7,911,580.03
8,279,043.74
C1345063038
399,295.22
31,831.51
0
0
7
CASH_IN
148,725.69
C1208826944
8,279,043.74
8,427,769.43
C1626759869
741,102.29
592,376.6
0
0
7
CASH_IN
16,529.09
C1063891302
8,427,769.43
8,444,298.53
C800523009
57,905.48
41,376.39
0
0
7
PAYMENT
6,387
C1316910947
45,147
38,760
M1322011459
0
0
0
0
7
PAYMENT
12,726.04
C1870823910
258,781
246,054.96
M487780337
0
0
0
0
7
PAYMENT
11,045.61
C543835743
24,663
13,617.39
M206608194
0
0
0
0
7
PAYMENT
4,047.79
C2007411359
89,428
85,380.21
M2101456637
0
0
0
0
7
CASH_OUT
98,848.63
C267081652
7,151
0
C1434590943
12,268.21
111,116.84
0
0
7
PAYMENT
1,837.39
C126434188
63,722
61,884.61
M1161399216
0
0
0
0
7
TRANSFER
528,013.15
C905962412
53,884
0
C1028574311
777,814.86
1,305,828.01
0
0
7
PAYMENT
1,543.46
C1627145296
0
0
M778520216
0
0
0
0
7
PAYMENT
4,562.64
C654982383
50,068
45,505.36
M1830963489
0
0
0
0
7
PAYMENT
1,664.51
C1870552593
45,505.36
43,840.85
M2075760352
0
0
0
0
7
PAYMENT
21,191.67
C228732988
43,840.85
22,649.18
M1924533224
0
0
0
0
7
PAYMENT
23,429.64
C1864715641
22,649.18
0
M1486670059
0
0
0
0
7
PAYMENT
19,104.84
C1143156756
0
0
M109611571
0
0
0
0
7
PAYMENT
24,025.52
C1124290846
0
0
M2103841285
0
0
0
0
7
PAYMENT
51,024.98
C538459693
0
0
M1644425487
0
0
0
0
7
PAYMENT
8,770.72
C1003603952
0
0
M1995054261
0
0
0
0
7
PAYMENT
8,986.8
C400731411
0
0
M1788132713
0
0
0
0
7
PAYMENT
7,180.93
C1599019404
0
0
M2036771172
0
0
0
0
7
PAYMENT
12,774.51
C2070813038
0
0
M887000223
0
0
0
0
7
PAYMENT
30,366.4
C326791409
0
0
M1595659891
0
0
0
0
7
PAYMENT
11,066.92
C1412764055
0
0
M340772346
0
0
0
0
7
TRANSFER
228,141.3
C1416807034
120,863
0
C762570948
0
228,141.3
0
0
7
CASH_OUT
11,123.69
C1432043209
20,813
9,689.31
C553790651
21,142.88
32,266.57
0
0
7
PAYMENT
15,919.89
C698229852
9,689.31
0
M1133794432
0
0
0
0
7
PAYMENT
11,110.2
C28782490
322
0
M227996691
0
0
0
0
7
PAYMENT
1,460
C1441963321
52
0
M874771283
0
0
0
0
7
PAYMENT
8,959.34
C206623154
15,910
6,950.66
M912034375
0
0
0
0
7
PAYMENT
7,929.31
C2005320416
99,857
91,927.69
M1553206824
0
0
0
0
7
TRANSFER
68,814.9
C1455659337
106,887
38,072.1
C66893623
59,824.59
128,639.49
0
0
7
DEBIT
2,997.29
C69156708
33,125
30,127.71
C1271835801
4,209.94
7,207.24
0
0
7
PAYMENT
9,589
C1162833093
23,087
13,498
M961994506
0
0
0
0
7
PAYMENT
6,285.19
C1939144888
483
0
M244114865
0
0
0
0
7
DEBIT
2,225.09
C807111137
10,068
7,842.91
C1816757085
10,185,622.86
10,187,847.95
0
0
7
PAYMENT
17,899.15
C1060814439
105,333
87,433.85
M1693575672
0
0
0
0
7
PAYMENT
3,343.03
C221850042
45,587.82
42,244.79
M1627520381
0
0
0
0
7
CASH_OUT
120,142.49
C186826428
42,244.79
0
C433115563
139,480.44
259,622.93
0
0
7
PAYMENT
5,804.72
C1618425865
2,075
0
M617068868
0
0
0
0
7
PAYMENT
1,787.23
C1245926068
95,975
94,187.77
M1409991198
0
0
0
0
7
PAYMENT
16,487.8
C224661478
3,748
0
M351308439
0
0
0
0
7
CASH_OUT
36,600.63
C1157016655
0
0
C169904524
215,766.61
252,367.25
0
0
7
CASH_IN
53,695.05
C1190042877
51,246
104,941.05
C478124129
58,452.12
4,757.07
0
0
7
PAYMENT
1,058.39
C1800970489
831
0
M2070690615
0
0
0
0
7
PAYMENT
7,827.79
C176776385
0
0
M942802969
0
0
0
0
7
PAYMENT
6,863.38
C381892750
52,287
45,423.62
M216800482
0
0
0
0
7
CASH_IN
17,655.7
C1300422354
39,294
56,949.7
C404923931
468
0
0
0
7
PAYMENT
15,578.71
C1700296123
39,537
23,958.29
M1792030422
0
0
0
0
7
TRANSFER
162,038
C112667746
68,380.78
0
C1937294500
0
162,038
0
0
7
PAYMENT
6,388.86
C1561855528
0
0
M2068534685
0
0
0
0
7
PAYMENT
3,922.01
C273066660
122
0
M799887602
0
0
0
0
7
PAYMENT
11,096.2
C840510057
25,957
14,860.8
M325023242
0
0
0
0
7
PAYMENT
5,306.87
C921304399
72,298
66,991.13
M1929777568
0
0
0
0
7
PAYMENT
8,654.44
C146221003
66,991.13
58,336.69
M1613819889
0
0
0
0
7
PAYMENT
7,788.88
C424305981
58,336.69
50,547.82
M1510145189
0
0
0
0
7
PAYMENT
7,065.2
C1798967633
12,884
5,818.8
M210908320
0
0
0
0
7
DEBIT
532.61
C1186712450
41,293
40,760.39
C789698697
52,179
52,711.61
0
0
7
PAYMENT
449.26
C194109476
40,760.39
40,311.13
M815450270
0
0
0
0
7
CASH_OUT
6,960.63
C766565657
278,454
271,493.37
C362023079
9,674
16,634.63
0
0
7
PAYMENT
1,742.81
C894432502
84
0
M828093115
0
0
0
0
7
PAYMENT
1,255.85
C1474515510
40,475
39,219.15
M2089817542
0
0
0
0
7
PAYMENT
8,611.73
C917681894
435
0
M1519387873
0
0
0
0
7
PAYMENT
10,475.29
C1921268174
14,358
3,882.71
M1770950314
0
0
0
0
7
CASH_OUT
92,924.64
C260890108
56,231
0
C304528024
18,472
0
0
0
7
PAYMENT
7,567.92
C1372674712
0
0
M38294309
0
0
0
0
7
PAYMENT
3,465.66
C531523096
2,077
0
M1982081836
0
0
0
0
7
PAYMENT
590.23
C771406570
5,016
4,425.77
M1844118795
0
0
0
0
7
CASH_OUT
107,360.06
C26816520
4,425.77
0
C1028574311
1,305,828.01
5,141,218.55
0
0
7
TRANSFER
49,395.17
C1454577244
20,521
0
C316486913
193
0
0
0
7
PAYMENT
8,594.62
C786877322
11,398
2,803.38
M454049792
0
0
0
0
7
PAYMENT
2,264.93
C1396783642
29,808
27,543.07
M487512024
0
0
0
0
7
TRANSFER
636,710.53
C86828392
135,829
0
C1475998599
29,680
1,286,372.45
0
0
7
PAYMENT
1,848.19
C472233357
11,381
9,532.81
M1181666809
0
0
0
0
7
PAYMENT
10,346.92
C758477563
9,532.81
0
M1330697616
0
0
0
0
7
PAYMENT
12,322.3
C2129168426
26,319
13,996.7
M1314489099
0
0
0
0
7
PAYMENT
13,383.94
C1216189073
13,996.7
612.77
M21508699
0
0
0
0
7
TRANSFER
45,656.63
C1004229504
2,986.51
0
C1609562230
4,515,203.08
11,087,190.62
0
0
7
PAYMENT
1,380.11
C966319659
0
0
M500513427
0
0
0
0
7
PAYMENT
3,768.03
C1573849496
104,381
100,612.97
M1021904626
0
0
0
0
7
PAYMENT
703.78
C1140850370
21,396
20,692.22
M2001356172
0
0
0
0
7
PAYMENT
6,689.88
C1382809908
22,051
15,361.12
M642143005
0
0
0
0
7
PAYMENT
3,347.26
C443789561
15,361.12
12,013.86
M1060171806
0
0
0
0
7
PAYMENT
7,180.44
C233255789
79,343
72,162.56
M422397815
0
0
0
0
7
TRANSFER
273,930.25
C509532371
51,342
0
C1408337297
38,709
175,365.88
0
0