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
PAYMENT
30,804.22
C1630334286
1,426,353.89
1,395,549.67
M451962020
0
0
0
0
8
PAYMENT
5,345.6
C1086819281
1,395,549.67
1,390,204.07
M400575685
0
0
0
0
8
PAYMENT
3,600.82
C287344106
32,262
28,661.18
M141301294
0
0
0
0
8
PAYMENT
14,694.36
C1955175921
940,403.61
925,709.25
M1637507521
0
0
0
0
8
CASH_IN
160,192.27
C1954592717
925,709.25
1,085,901.52
C1315234892
345,800.24
160,033.48
0
0
8
CASH_IN
65,479.24
C481624597
1,085,901.52
1,151,380.76
C2070626006
124,409
0
0
0
8
CASH_IN
289,055.69
C611017319
1,151,380.76
1,440,436.46
C373928166
309,482.88
20,427.19
0
0
8
CASH_IN
404,856.79
C374184770
1,440,436.46
1,845,293.25
C1023714065
2,752,217.66
8,398,562.84
0
0
8
CASH_IN
183,723.91
C1728211097
1,845,293.25
2,029,017.16
C1870367457
467,776.47
149,996.83
0
0
8
CASH_IN
56,810.32
C1402174406
2,029,017.16
2,085,827.48
C1825634724
279,291.88
1,542,240.66
0
0
8
CASH_IN
38,163.42
C747914121
2,085,827.48
2,123,990.9
C643996026
196,328.47
38,124.05
0
0
8
CASH_IN
270,801.68
C1459178194
2,123,990.9
2,394,792.57
C33574809
533,097.4
153,166.15
0
0
8
CASH_IN
248,949.62
C575383092
2,394,792.57
2,643,742.2
C691636444
1,607,765.05
4,439,070.28
0
0
8
CASH_IN
27,540.36
C1783543024
2,643,742.2
2,671,282.55
C1818730877
51,959
0
0
0
8
CASH_IN
58,828.79
C1690839611
2,671,282.55
2,730,111.34
C1073259437
91,312.88
58,352.07
0
0
8
CASH_IN
68,103.16
C2029732778
2,730,111.34
2,798,214.5
C1448348248
143,410.58
0
0
0
8
CASH_IN
121,697.76
C125710471
2,798,214.5
2,919,912.26
C395114097
640,505.59
441,934.34
0
0
8
CASH_IN
179,252.02
C403242412
2,919,912.26
3,099,164.28
C1036454560
1,202,898.75
0
0
0
8
CASH_IN
170,532.15
C1026856292
3,099,164.28
3,269,696.43
C75457651
365,432.27
323,253.31
0
0
8
CASH_IN
205,832.6
C527464315
3,269,696.43
3,475,529.04
C1883840933
22,658,676.24
25,330,272.63
0
0
8
CASH_IN
342,621
C1778157082
3,475,529.04
3,818,150.04
C2078250226
1,802,076.64
4,572,011.3
0
0
8
CASH_IN
71,169.26
C910619412
3,818,150.04
3,889,319.3
C963383848
242,652.12
90,515.18
0
0
8
CASH_IN
1,030.13
C801169165
3,889,319.3
3,890,349.42
C42158278
6,433.54
5,403.41
0
0
8
CASH_IN
47,916.23
C865582625
3,890,349.42
3,938,265.66
C1825775199
72,047
8,309,015.71
0
0
8
CASH_IN
122,216.03
C1054224927
3,938,265.66
4,060,481.69
C1234059684
776,468.96
588,641.6
0
0
8
CASH_IN
43,307.61
C1057601666
4,060,481.69
4,103,789.3
C1689374891
600,931.69
855,640.88
0
0
8
CASH_IN
189,002.61
C370684121
4,103,789.3
4,292,791.91
C408304912
1,298,634.82
3,158,225.46
0
0
8
CASH_IN
137,060.49
C410051213
4,292,791.91
4,429,852.4
C1664330755
286,944.89
80,919.02
0
0
8
CASH_IN
153,340.28
C398028118
4,429,852.4
4,583,192.68
C2043257128
177,518.86
0
0
0
8
CASH_IN
184,087.12
C1694898827
4,583,192.68
4,767,279.8
C1440325059
1,259,310.42
2,156,169.36
0
0
8
CASH_IN
226,715.05
C844062730
4,767,279.8
4,993,994.85
C1009195400
312,795.66
96,262.11
0
0
8
CASH_IN
28,421.69
C766806084
4,993,994.85
5,022,416.54
C549277650
102,779.51
451,133.63
0
0
8
CASH_IN
76,078.34
C1899729785
5,022,416.54
5,098,494.88
C1495761010
1,878,691.3
1,969,176.6
0
0
8
CASH_IN
168,728.64
C607919511
5,098,494.88
5,267,223.51
C1456465598
256,444.58
87,715.94
0
0
8
CASH_IN
537,805.94
C1832543786
5,267,223.51
5,805,029.45
C1262822392
22,787,471.89
22,641,471.24
0
0
8
CASH_IN
236,347.96
C1690645857
5,805,029.45
6,041,377.4
C1790202239
2,552,175.16
1,592,988.35
0
0
8
CASH_IN
164,706.88
C1229505243
6,041,377.4
6,206,084.28
C455218098
198,017.27
0
0
0
8
CASH_IN
194,480.93
C224181952
6,206,084.28
6,400,565.21
C720759478
8,181,396.84
8,118,536.09
0
0
8
CASH_IN
49,630.88
C870945399
6,400,565.21
6,450,196.09
C1034584766
4,733,597.71
7,164,410.37
0
0
8
CASH_IN
318,545.4
C2127218518
6,450,196.09
6,768,741.5
C766681183
16,705,676.86
17,356,500.26
0
0
8
CASH_IN
66,832.71
C1906019406
6,768,741.5
6,835,574.21
C1052170153
1,250,008.56
151,635.37
0
0
8
CASH_IN
250,841.2
C425301507
6,835,574.21
7,086,415.41
C1674899618
11,560,956.97
12,588,180.96
0
0
8
CASH_IN
99,609.69
C1717355893
7,086,415.41
7,186,025.1
C455226533
138,491
0
0
0
8
CASH_IN
130,620.01
C1317293727
7,186,025.1
7,316,645.11
C1203094087
293,242.88
375,835.62
0
0
8
CASH_IN
72,007.67
C1674593021
7,316,645.11
7,388,652.78
C957917689
144,289.44
0
0
0
8
CASH_IN
37,628.4
C921450762
7,388,652.78
7,426,281.18
C2071512077
158,737.93
25,545.78
0
0
8
CASH_IN
106,391.84
C907748815
7,426,281.18
7,532,673.02
C777790557
161,349.9
54,958.06
0
0
8
CASH_IN
104,173.16
C1518826789
7,532,673.02
7,636,846.18
C399070738
104,911.84
738.68
0
0
8
CASH_IN
174,368.8
C992019234
7,636,846.18
7,811,214.98
C1218365329
1,352,843.52
1,347,353.23
0
0
8
CASH_IN
82,771
C1817336101
7,811,214.98
7,893,985.98
C843467284
175,058.38
18,970.78
0
0
8
CASH_IN
40,698.99
C50867261
7,893,985.98
7,934,684.97
C2030151083
139,729.94
99,030.95
0
0
8
CASH_IN
34,349.65
C1657229092
7,934,684.97
7,969,034.63
C1026066400
69,519
0
0
0
8
CASH_IN
45,678.24
C1363961933
7,969,034.63
8,014,712.86
C1651945012
1,773,952.49
2,542,356.18
0
0
8
CASH_IN
263,098.81
C799643696
8,014,712.86
8,277,811.67
C118648358
512,895.89
948,711.06
0
0
8
CASH_IN
87,959
C1828855868
8,277,811.67
8,365,770.67
C542766981
318,839.12
0
0
0
8
CASH_IN
46,472.22
C904199383
8,365,770.67
8,412,242.88
C191614132
651,978.62
2,122,191.07
0
0
8
CASH_IN
18,997.16
C123270182
8,412,242.88
8,431,240.05
C57497207
27,188
450,437.07
0
0
8
CASH_IN
297,404.65
C1691587813
8,431,240.05
8,728,644.7
C1477979030
10,634,362.78
11,875,848.5
0
0
8
CASH_IN
117,482.17
C413948803
8,728,644.7
8,846,126.86
C1938348365
849,698.08
854,916.91
0
0
8
CASH_IN
97,610.84
C180100613
8,846,126.86
8,943,737.71
C669419693
1,363,787.52
4,692,432.3
0
0
8
CASH_IN
287,407.33
C1241850544
8,943,737.71
9,231,145.03
C1833549064
304,589.46
17,182.14
0
0
8
CASH_IN
112,193.42
C847897513
9,231,145.03
9,343,338.45
C2115055717
515,489.36
9,447.15
0
0
8
CASH_IN
346,527.36
C1216595512
9,343,338.45
9,689,865.81
C1286885448
490,062.04
0
0
0
8
CASH_IN
531,499.28
C572892443
9,689,865.81
10,221,365.09
C435161028
607,911.5
0
0
0
8
CASH_IN
45,731.03
C1096160077
10,221,365.09
10,267,096.13
C1883788127
318,557.28
228,885.23
0
0
8
CASH_IN
356,120.67
C1010771045
10,267,096.13
10,623,216.8
C619068319
662,186.85
225,745.92
0
0
8
CASH_IN
151,047.25
C1784383452
10,623,216.8
10,774,264.05
C1978557426
1,031,510.59
1,581,167.12
0
0
8
CASH_IN
85,302.16
C1700395761
10,774,264.05
10,859,566.21
C1894575391
1,758,674.28
3,443,379.49
0
0
8
CASH_IN
257,970.43
C342114668
10,859,566.21
11,117,536.63
C74288440
601,007.51
0
0
0
8
CASH_IN
110,647.82
C1362969481
11,117,536.63
11,228,184.45
C473344802
130,564.26
19,916.44
0
0
8
CASH_IN
125,210.17
C1743674133
11,228,184.45
11,353,394.62
C1648214200
373,170.35
130,529.79
0
0
8
CASH_IN
142,199.36
C1305127787
11,353,394.62
11,495,593.98
C1934634055
584,500.3
474,803.34
0
0
8
TRANSFER
833,835.8
C2064907423
20,654
0
C54142591
10,545
6,085,383.25
0
0
8
PAYMENT
10,070.05
C1074387327
20,969
10,898.95
M1428821144
0
0
0
0
8
TRANSFER
1,747,098.96
C1294171301
10,898.95
0
C1014154376
7,686,034.1
14,792,632.14
0
0
8
PAYMENT
3,535.17
C691050138
301,460
297,924.83
M670855394
0
0
0
0
8
CASH_IN
88,571.34
C578235985
25,437
114,008.34
C2061973160
0
0
0
0
8
PAYMENT
2,136.77
C1952954606
340
0
M1498309822
0
0
0
0
8
PAYMENT
2,341.51
C502363157
420
0
M107988060
0
0
0
0
8
TRANSFER
1,058,305.34
C1325837495
15,903
0
C28125426
2,939,677.17
4,395,556.09
0
0
8
CASH_IN
139,660.31
C1699170941
74,292
213,952.31
C1261940766
10,456.3
129,579.09
0
0
8
CASH_OUT
57,616.18
C1929435932
100,423
42,806.82
C1962165946
601,933.11
490,685.21
0
0
8
PAYMENT
2,551.07
C188066820
25,280
22,728.93
M1907149505
0
0
0
0
8
TRANSFER
1,306,488.11
C778531371
18
0
C1271057169
20,285
1,211,391.13
0
0
8
PAYMENT
3,242.06
C1531610304
105
0
M2100909601
0
0
0
0
8
PAYMENT
2,691.31
C1792303493
530,064
527,372.69
M2142744798
0
0
0
0
8
CASH_OUT
287,022.37
C1892960108
10,798
0
C486750945
612
0
0
0
8
PAYMENT
3,621.15
C1206619913
749,823
746,201.85
M251270712
0
0
0
0
8
CASH_OUT
147,048.11
C1284077177
56
0
C836514715
941,176.46
2,511,051.14
0
0
8
CASH_OUT
164,900.35
C506767267
28,385
0
C1885738296
10,900
0
0
0
8
CASH_OUT
45,071.34
C96264363
83,698
38,626.66
C361268035
127,462.03
285,264.22
0
0
8
PAYMENT
13,097.59
C1537830386
679
0
M1544876608
0
0
0
0
8
PAYMENT
3,946.22
C1730564062
21,319
17,372.78
M100483625
0
0
0
0
8
PAYMENT
12,563.53
C363559321
17,217
4,653.47
M1859526558
0
0
0
0
8
CASH_OUT
20,722.36
C1004270885
4,653.47
0
C620638596
80,018
2,220,757.82
0
0
8
PAYMENT
15,286.83
C1423447165
39,995
24,708.17
M443668686
0
0
0
0
8
CASH_IN
234,662
C1149574897
325,699
560,361
C1062791125
2,281
103,875.31
0
0
8
PAYMENT
6,273.45
C538159513
106,432
100,158.55
M880552474
0
0
0
0
8
CASH_IN
357,699.15
C543110131
1,498
359,197.15
C1935293965
0
0
0
0
8
CASH_IN
253,428.83
C1287766943
212
253,640.83
C33837320
0
0
0
0