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
705
CASH_IN
308,059.51
C1236706976
506,834.18
814,893.69
C1916384770
58,145,255.55
57,837,196.05
0
0
705
CASH_IN
289,462.76
C1762482965
814,893.69
1,104,356.45
C1103748323
12,831,876.38
12,542,413.62
0
0
705
CASH_IN
19,833.72
C989162957
1,104,356.45
1,124,190.18
C1134691678
594,038.85
574,205.13
0
0
705
CASH_IN
234,619.03
C533292372
1,124,190.18
1,358,809.2
C1570925176
442,066.96
207,447.93
0
0
705
CASH_IN
177,137.67
C1672893355
1,358,809.2
1,535,946.87
C1412586993
1,116,655.1
939,517.43
0
0
705
CASH_IN
113,784.71
C1616935227
1,535,946.87
1,649,731.58
C503140151
792,871.21
679,086.5
0
0
705
CASH_IN
207,871.64
C1911221247
1,649,731.58
1,857,603.23
C393774084
2,339,666.84
2,131,795.2
0
0
705
CASH_IN
36,763.46
C635290451
1,857,603.23
1,894,366.69
C422619119
451,872.17
415,108.71
0
0
705
CASH_IN
21,073.03
C1948776264
1,894,366.69
1,915,439.72
C958267045
919,080.75
898,007.73
0
0
705
CASH_IN
78,933.39
C401469782
1,915,439.72
1,994,373.11
C822196408
275,262.31
196,328.92
0
0
705
CASH_IN
134,952.41
C830362951
1,994,373.11
2,129,325.51
C302405522
1,828,847.96
1,693,895.55
0
0
705
CASH_IN
14,806.01
C2062733152
2,129,325.51
2,144,131.53
C1807425520
662,188.03
647,382.02
0
0
705
CASH_IN
76,323.69
C824502977
2,144,131.53
2,220,455.22
C867747561
389,661.8
313,338.1
0
0
705
CASH_IN
164,024.02
C1228655346
2,220,455.22
2,384,479.24
C711698198
6,466,609.45
6,302,585.44
0
0
705
CASH_IN
59,382.96
C170687231
2,384,479.24
2,443,862.19
C1987914956
65,412.97
6,030.01
0
0
705
CASH_IN
30,491.62
C1716071701
2,443,862.19
2,474,353.81
C974027846
1,186,861.23
1,156,369.61
0
0
705
CASH_IN
354,813.08
C1882042879
2,474,353.81
2,829,166.89
C590052004
1,264,456
909,642.92
0
0
705
CASH_IN
148,793.07
C1742113106
2,829,166.89
2,977,959.97
C586752646
907,701.42
758,908.35
0
0
705
CASH_IN
141,653.98
C247786709
2,977,959.97
3,119,613.95
C1866767810
7,922,525.79
7,780,871.8
0
0
705
CASH_IN
70,872.43
C566905245
3,119,613.95
3,190,486.38
C769355444
228,385.83
157,513.4
0
0
705
CASH_IN
288,065.21
C1014343186
3,190,486.38
3,478,551.59
C138410986
705,243.94
417,178.73
0
0
705
CASH_IN
170,844.48
C1874470103
3,478,551.59
3,649,396.07
C1585127138
1,018,147.79
847,303.31
0
0
705
CASH_IN
164,120.17
C1177669553
3,649,396.07
3,813,516.24
C1533959081
2,838,240.02
2,674,119.85
0
0
705
CASH_IN
18,869.56
C902094923
3,813,516.24
3,832,385.8
C1455714948
342,271.06
323,401.5
0
0
705
CASH_IN
214,068.98
C605066711
3,832,385.8
4,046,454.78
C1110238451
1,562,528.36
1,348,459.38
0
0
705
CASH_IN
121,644.99
C439517470
4,046,454.78
4,168,099.77
C1565343042
1,504,358.05
1,382,713.07
0
0
705
CASH_IN
312,618.73
C1387694510
4,168,099.77
4,480,718.5
C1115643670
706,097.6
393,478.87
0
0
705
CASH_IN
199,333.27
C1080225035
4,480,718.5
4,680,051.77
C771845905
4,463,525.55
4,264,192.28
0
0
705
CASH_IN
233,336.78
C1627154173
4,680,051.77
4,913,388.55
C707696424
2,679,518.34
2,446,181.57
0
0
705
CASH_IN
256,504.81
C1850225037
4,913,388.55
5,169,893.36
C1029631918
557,395.78
300,890.97
0
0
705
CASH_IN
174,948.04
C148192787
5,169,893.36
5,344,841.4
C242640070
306,830.16
131,882.12
0
0
705
CASH_IN
35,067.44
C1594392759
5,344,841.4
5,379,908.85
C1720112356
4,139,242.68
4,104,175.24
0
0
705
CASH_IN
234,952.49
C1556143653
5,379,908.85
5,614,861.34
C1051862216
987,173.27
752,220.78
0
0
705
CASH_IN
401,330.36
C1932220521
5,614,861.34
6,016,191.7
C1593586681
1,021,010.75
619,680.39
0
0
705
CASH_IN
319,678.85
C1387251129
6,016,191.7
6,335,870.54
C1690771407
856,190
536,511.15
0
0
705
CASH_IN
82,165.87
C1228536419
6,335,870.54
6,418,036.41
C611288549
398,347.31
316,181.44
0
0
705
CASH_IN
344,301.86
C332539031
6,418,036.41
6,762,338.27
C638312745
965,392.28
621,090.42
0
0
705
CASH_IN
243,686.56
C982769300
6,762,338.27
7,006,024.83
C161371328
5,508,376.85
5,264,690.29
0
0
705
CASH_IN
218,212.46
C373114482
7,006,024.83
7,224,237.28
C313814909
442,648.18
224,435.72
0
0
705
CASH_IN
233,637.15
C282156084
7,224,237.28
7,457,874.44
C1390921453
488,854.11
255,216.96
0
0
705
CASH_IN
45,588.07
C312812581
7,457,874.44
7,503,462.5
C1746774298
2,267,432.72
2,221,844.65
0
0
705
CASH_IN
151,887.72
C921059227
7,503,462.5
7,655,350.22
C911499118
388,383.2
236,495.48
0
0
705
CASH_IN
215,972.6
C1251271139
1,675
217,647.6
C7903594
129,150.51
0
0
0
705
PAYMENT
17,848.56
C1354638457
217,647.6
199,799.03
M1795270215
0
0
0
0
705
PAYMENT
9,050.45
C1813796443
199,799.03
190,748.59
M23738818
0
0
0
0
705
PAYMENT
8,481.17
C542529658
21,571
13,089.83
M1174663593
0
0
0
0
705
CASH_OUT
187,044.57
C1210309052
13,089.83
0
C1722690138
855,982.66
1,043,027.23
0
0
705
CASH_OUT
154,695.44
C408374611
455
0
C1873386236
593,498.47
748,193.91
0
0
705
CASH_IN
76,226.24
C173036459
484,590
560,816.24
C1082307521
2,737,522.07
2,661,295.84
0
0
705
CASH_OUT
17,734.98
C1401386481
20,760
3,025.02
C1933589820
1,438,984.34
1,456,719.32
0
0
705
CASH_OUT
187,275.69
C96450564
46,606
0
C1710248337
66,172.15
253,447.85
0
0
705
TRANSFER
2,034,329.88
C656429109
5,007
0
C1974677326
0
2,034,329.88
0
0
705
CASH_OUT
59,622.28
C803570289
81,187
21,564.72
C683516382
0
59,622.28
0
0
705
PAYMENT
19,050.28
C1193624193
99,630
80,579.72
M1067625977
0
0
0
0
705
CASH_OUT
443,594.76
C447144896
80,579.72
0
C833236016
684,573.81
1,128,168.57
0
0
705
CASH_OUT
68,032.48
C433265903
120
0
C1776862512
1,203,800.6
1,271,833.08
0
0
705
CASH_OUT
173,784.51
C1955558430
6,701
0
C1526770045
3,429.25
177,213.76
0
0
705
CASH_IN
217,805.87
C1592312339
635
218,440.87
C1009284976
29,107.87
0
0
0
705
CASH_OUT
299,109.54
C1937609453
218,440.87
0
C1175684124
2,102,933.72
2,402,043.26
0
0
705
CASH_OUT
230,096.56
C1917373449
0
0
C530302625
1,261,049.86
1,491,146.43
0
0
705
CASH_OUT
57,452.93
C2112383450
0
0
C755175498
1,114,474.41
1,171,927.34
0
0
705
CASH_OUT
8,953.54
C1695077422
0
0
C1755102215
153,452.66
162,406.2
0
0
705
CASH_OUT
187,287.99
C2055067800
0
0
C1618269752
10,579,055.11
10,766,343.1
0
0
705
CASH_OUT
113,370.23
C1315011418
0
0
C1530215930
617,443.75
730,813.98
0
0
705
CASH_OUT
255,361.08
C1887006197
0
0
C1558138581
329,143.46
584,504.54
0
0
705
CASH_OUT
301,470
C1400077936
0
0
C270061067
3,078,249.68
3,379,719.68
0
0
705
CASH_OUT
256,228.98
C1197397406
301
0
C268676823
0
256,228.98
0
0
705
CASH_OUT
366,570.17
C44096900
0
0
C1596969125
3,988,139.52
4,354,709.69
0
0
705
PAYMENT
10,164.74
C965549792
8,078
0
M1908766559
0
0
0
0
705
CASH_IN
18,298.63
C1074179804
104,587
122,885.63
C1090584392
28,925.97
10,627.34
0
0
705
PAYMENT
22,040.2
C1154357157
122,885.63
100,845.43
M358968258
0
0
0
0
705
CASH_OUT
329,316.09
C1329633726
25,533
0
C1499708328
680,699.87
1,010,015.96
0
0
705
CASH_IN
286,739.6
C977645252
20,626
307,365.6
C1488635365
83,225.12
0
0
0
705
PAYMENT
1,910.93
C243459350
2,042
131.07
M814199935
0
0
0
0
705
CASH_OUT
58,427.59
C2067875512
25,954
0
C28745780
0
58,427.59
0
0
705
CASH_OUT
254,269.5
C1818616986
17,265
0
C287694765
584,408.54
838,678.03
0
0
705
CASH_OUT
345,904.57
C1968571989
0
0
C1300099024
491,205.66
837,110.24
0
0
705
TRANSFER
685,535.37
C2030002380
63,207
0
C1694704561
0
685,535.37
0
0
705
TRANSFER
526,482.19
C159026669
0
0
C1338757784
14,141,464.22
14,667,946.42
0
0
705
CASH_OUT
107,134.19
C1257830764
790
0
C2127359074
0
107,134.19
0
0
705
CASH_OUT
87,884.41
C257501896
36,838
0
C1604070765
37,995.43
125,879.84
0
0
705
CASH_OUT
213,770.12
C212062959
165
0
C1866279876
1,102,578.76
1,316,348.89
0
0
705
PAYMENT
12,308.22
C1365975923
10,892
0
M1549112235
0
0
0
0
705
PAYMENT
2,504.81
C446492035
0
0
M146436245
0
0
0
0
705
PAYMENT
197.91
C4373066
0
0
M1895475490
0
0
0
0
705
PAYMENT
2,152.58
C234336843
0
0
M1444042168
0
0
0
0
705
PAYMENT
10,527.41
C1125594586
0
0
M1719744291
0
0
0
0
705
PAYMENT
12,674.65
C1448391762
20,123
7,448.35
M313492661
0
0
0
0
705
PAYMENT
6,632.62
C1760348895
82,722
76,089.38
M129749198
0
0
0
0
705
PAYMENT
12,189.77
C1950220879
115,747
103,557.23
M442149457
0
0
0
0
705
CASH_OUT
136,280.99
C351154679
30,123
0
C2031852161
5,907,621.03
6,043,902.02
0
0
705
PAYMENT
3,653.6
C1292549636
0
0
M1235411344
0
0
0
0
705
PAYMENT
14,897.83
C115725015
0
0
M1667312245
0
0
0
0
705
PAYMENT
8,371.45
C2072199811
0
0
M636715522
0
0
0
0
705
PAYMENT
1,939.77
C220761857
0
0
M1735409235
0
0
0
0
705
PAYMENT
2,946.08
C109510500
0
0
M1063030308
0
0
0
0
705
PAYMENT
601.99
C1984257609
0
0
M270627956
0
0
0
0
705
PAYMENT
7,857.74
C560841931
0
0
M2056999788
0
0
0
0
705
PAYMENT
21,688.81
C644939104
0
0
M1030336270
0
0
0
0
705
CASH_IN
271,942.53
C1928163316
21,379
293,321.53
C525135185
1,392,828.06
1,120,885.54
0
0