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
PAYMENT
23,981.03
C1238939108
69,392
45,410.97
M1486398159
0
0
0
0
692
CASH_IN
224,142.41
C57934100
20,757
244,899.41
C538450352
303,704.5
79,562.08
0
0
692
CASH_IN
236,099.66
C329288157
593,034
829,133.66
C566468725
105,762.92
0
0
0
692
CASH_OUT
72,613.44
C534477272
829,133.66
756,520.22
C360993061
4,498,957.79
4,571,571.23
0
0
692
CASH_OUT
97,937.89
C38288950
756,520.22
658,582.33
C829536127
3,482,307.31
3,580,245.2
0
0
692
CASH_OUT
213,029.65
C563606474
14,614
0
C332394256
768,916.81
981,946.46
0
0
692
PAYMENT
15,384.69
C921598020
2,107
0
M1925169912
0
0
0
0
692
CASH_OUT
93,595.77
C835054359
45,623
0
C1755752397
0
93,595.77
0
0
692
PAYMENT
26,318.15
C793921350
3,031
0
M1790650032
0
0
0
0
692
CASH_IN
100,995.28
C1713340701
20,585
121,580.28
C561873701
0
0
0
0
692
PAYMENT
26,932.53
C2023506842
11,026
0
M1170822072
0
0
0
0
692
CASH_OUT
59,044.66
C1995731735
11,217
0
C1784353315
439,289.53
498,334.19
0
0
692
PAYMENT
409.17
C1819874237
0
0
M1986202939
0
0
0
0
692
PAYMENT
15,827.17
C2033767644
15,652
0
M738290727
0
0
0
0
692
CASH_OUT
168,013.94
C138503905
103,904
0
C781328212
0
168,013.94
0
0
692
CASH_OUT
31,088.86
C1722136583
21,466
0
C1967466721
758,592.04
789,680.9
0
0
692
PAYMENT
24,070.48
C1493438011
0
0
M2126717288
0
0
0
0
692
CASH_OUT
50,648.61
C2109093439
551
0
C1778688595
178,017.35
228,665.96
0
0
692
CASH_IN
28,931.09
C907598862
116,259
145,190.09
C549500616
341,448.09
312,517
0
0
692
CASH_OUT
23,244.01
C1335126304
145,190.09
121,946.07
C1748028722
835,670.46
858,914.48
0
0
692
CASH_OUT
339,521.02
C675006939
39,931
0
C555039909
128,313.92
467,834.94
0
0
692
PAYMENT
37,033.79
C1693451565
1,937
0
M343428369
0
0
0
0
692
PAYMENT
12,607.12
C2018110423
0
0
M248152084
0
0
0
0
692
CASH_OUT
132,450.73
C1786193293
36,704
0
C1822630208
296,857.02
429,307.75
0
0
692
PAYMENT
8,775.39
C1009904919
0
0
M185712149
0
0
0
0
692
PAYMENT
6,197.43
C1359037763
15,562
9,364.57
M34167203
0
0
0
0
692
PAYMENT
21,198.2
C828593568
20,180
0
M931439759
0
0
0
0
692
CASH_IN
355,275.81
C1827984481
18,569
373,844.81
C1033315954
560,387.88
205,112.07
0
0
692
CASH_OUT
226,113.26
C611867677
918
0
C985217772
0
226,113.26
0
0
692
CASH_OUT
164,840.24
C261997415
870,022
705,181.76
C442576921
1,888,381.85
2,053,222.1
0
0
692
PAYMENT
8,280.58
C489668295
15,031
6,750.42
M1471297247
0
0
0
0
692
CASH_OUT
94,241.4
C835453056
105,027
10,785.6
C1270015599
0
94,241.4
0
0
692
PAYMENT
16,619.95
C1353415461
2,035
0
M806502001
0
0
0
0
692
CASH_OUT
2,099.54
C1985012322
9,679
7,579.46
C352808945
522,881.26
524,980.8
0
0
692
PAYMENT
17,752.66
C667497512
1,074
0
M741343655
0
0
0
0
692
PAYMENT
21,969.03
C233853926
42,445
20,475.97
M2093147080
0
0
0
0
692
PAYMENT
10,538.92
C306507788
9,957
0
M1054205658
0
0
0
0
692
CASH_IN
265,180.26
C825617797
116,290
381,470.26
C1959440467
4,206.25
0
0
0
692
CASH_OUT
28,461.02
C1518503112
14,715
0
C1179679779
2,216,774.79
2,245,235.81
0
0
692
CASH_OUT
54,224.02
C1878248196
15,784
0
C655787563
0
54,224.02
0
0
692
CASH_OUT
81,707.64
C2122388246
22,900
0
C111047452
393,017.72
474,725.36
0
0
692
PAYMENT
11,565.99
C1623625862
1,017
0
M783084690
0
0
0
0
692
TRANSFER
385,913.03
C1610000808
0
0
C1057033939
5,769,268.23
6,155,181.26
0
0
692
CASH_OUT
51,374.88
C689506531
53,723
2,348.12
C1235808909
4,945,988.16
4,997,363.04
0
0
692
PAYMENT
12,741.61
C2106585062
305
0
M873350329
0
0
0
0
692
CASH_IN
166,226.15
C1591672953
32,276
198,502.15
C1255743715
0
0
0
0
692
CASH_OUT
68,197.84
C1063277905
30,852
0
C53258060
0
68,197.84
0
0
692
CASH_OUT
83,412.72
C1024621956
40,346
0
C865260556
0
83,412.72
0
0
692
PAYMENT
27,305.74
C2080361747
123,284
95,978.26
M1560663773
0
0
0
0
692
CASH_IN
165,654.7
C1626524401
9,083
174,737.7
C1763358685
0
0
0
0
692
CASH_OUT
4,296.27
C1310876982
40,032
35,735.73
C1462176438
0
4,296.27
0
0
692
PAYMENT
6,675.74
C1261481652
61,975
55,299.26
M955267633
0
0
0
0
692
PAYMENT
3,286.04
C1319357084
55,299.26
52,013.22
M334831019
0
0
0
0
692
CASH_OUT
329,226.36
C1576948847
191
0
C1171499308
74,624.23
403,850.59
0
0
692
TRANSFER
521,221.63
C1692847187
0
0
C1448430357
1,767,796.07
2,289,017.7
0
0
692
TRANSFER
280,919.36
C876682617
0
0
C64595628
643,691.79
924,611.15
0
0
692
TRANSFER
465,080.3
C266487327
0
0
C228918840
19,598,061.09
20,063,141.39
0
0
692
TRANSFER
647,699.86
C537929376
0
0
C1481362171
715,949.04
1,363,648.91
0
0
692
TRANSFER
259,456.78
C1925640869
0
0
C901937764
16,303,068.28
16,562,525.06
0
0
692
CASH_OUT
25,122.79
C1313899345
100,951
75,828.21
C1030129083
0
25,122.79
0
0
692
PAYMENT
7,682.35
C1394599482
18,107
10,424.65
M1922826207
0
0
0
0
692
PAYMENT
496.87
C932018419
33,203
32,706.13
M2098020184
0
0
0
0
692
CASH_IN
200,657.72
C1359952117
29,451
230,108.72
C1960835304
251,507.08
50,849.35
0
0
692
CASH_OUT
195,038.25
C2093432844
107,393
0
C1658514034
1,168,513.58
1,363,551.83
0
0
692
CASH_OUT
12,653.78
C550626695
69,504
56,850.22
C504357525
397,952.27
410,606.05
0
0
692
PAYMENT
7,277.63
C884140346
479,880
472,602.37
M483567561
0
0
0
0
692
CASH_IN
133,796.17
C1515406207
52,614
186,410.17
C507195147
896,288.67
762,492.49
0
0
692
PAYMENT
8,020.02
C1963026543
186,410.17
178,390.15
M1457108172
0
0
0
0
692
PAYMENT
40,062.99
C1606200625
178,390.15
138,327.16
M523523330
0
0
0
0
692
PAYMENT
8,211.53
C1636308123
138,327.16
130,115.62
M2062332850
0
0
0
0
692
PAYMENT
7,509.62
C1082346747
130,115.62
122,606.01
M2099416492
0
0
0
0
692
PAYMENT
1,342.87
C1546613343
122,606.01
121,263.14
M1128348491
0
0
0
0
692
PAYMENT
1,831.67
C427774796
121,263.14
119,431.47
M1893331490
0
0
0
0
692
PAYMENT
6,092.21
C1472453612
119,431.47
113,339.26
M496118076
0
0
0
0
692
PAYMENT
13,296.25
C2123689201
113,339.26
100,043.01
M1105414627
0
0
0
0
692
PAYMENT
16,329.37
C146204296
100,043.01
83,713.64
M73528683
0
0
0
0
692
PAYMENT
12,082.45
C1565221490
83,713.64
71,631.19
M113017961
0
0
0
0
692
PAYMENT
5,418.46
C964800656
71,631.19
66,212.73
M843108454
0
0
0
0
692
PAYMENT
54,311.99
C882801838
36
0
M1449343384
0
0
0
0
692
CASH_OUT
193,002.13
C1649546996
2,284
0
C1674615661
14,228.96
207,231.09
0
0
692
CASH_OUT
61,887.09
C1453664568
21,349
0
C1227021826
58,329.44
120,216.53
0
0
692
PAYMENT
5,042.02
C295257166
183
0
M1593376796
0
0
0
0
692
CASH_OUT
23,367.03
C745429121
20,807
0
C1626017305
984,956.96
1,008,323.99
0
0
692
CASH_OUT
84,908.71
C1400723677
281
0
C1269379703
0
84,908.71
0
0
692
CASH_OUT
146,740.8
C144559560
0
0
C1443665915
1,373,548.79
1,520,289.59
0
0
692
CASH_IN
56,175.4
C519226663
934
57,109.4
C1861424574
428,456.34
372,280.94
0
0
692
PAYMENT
347.12
C1074150440
743
395.88
M2038710085
0
0
0
0
692
CASH_OUT
153,149.87
C521227824
395.88
0
C934014228
2,596,119.5
2,749,269.37
0
0
692
CASH_OUT
324,507.35
C390228744
0
0
C1737011961
7,013,818.07
7,338,325.41
0
0
692
CASH_OUT
98,315.54
C1725227700
0
0
C1733961372
895,464.54
993,780.08
0
0
692
CASH_OUT
60,556.19
C1056085820
0
0
C1014288064
204,081.73
264,637.92
0
0
692
CASH_OUT
85,237.88
C721890844
0
0
C2029185084
14,618,886.61
14,704,124.49
0
0
692
CASH_OUT
46,558.9
C798562911
0
0
C310186539
876,384.66
922,943.57
0
0
692
CASH_OUT
207,050.88
C1847168090
0
0
C106709963
791,715.52
998,766.4
0
0
692
CASH_OUT
230,554.46
C1148759506
0
0
C1994479927
1,132,428.69
1,362,983.14
0
0
692
CASH_OUT
157,355.8
C1444744335
11,577
0
C1705777461
0
157,355.8
0
0
692
PAYMENT
321.13
C825343985
225
0
M325619409
0
0
0
0
692
CASH_OUT
142,252.16
C310359891
1,801
0
C2020350076
202,243.21
344,495.36
0
0
692
CASH_OUT
36,409.07
C741910759
7,712
0
C431112895
287,743.1
324,152.17
0
0
692
CASH_OUT
7,701.57
C281691302
50,571
42,869.43
C875262070
37,530.98
45,232.55
0
0