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
CASH_IN
54,988.44
C1475690503
3,656,224.87
3,711,213.31
C2120528456
660,581.57
657,124.13
0
0
8
CASH_IN
28,666.13
C524261405
3,711,213.31
3,739,879.43
C580735116
458,844.61
380,765.41
0
0
8
PAYMENT
18,209.12
C821354602
3,069
0
M639172999
0
0
0
0
8
CASH_OUT
169,949.05
C1527879739
31,027
0
C1396297158
15,575.84
185,524.89
0
0
8
PAYMENT
1,259.79
C948771892
270,381.79
269,122
M795696383
0
0
0
0
8
CASH_OUT
326,660.95
C1091990956
269,122
0
C1892646174
1,399,905.64
1,198,562.17
0
0
8
PAYMENT
21,418.43
C370273781
140,148.56
118,730.13
M1177366463
0
0
0
0
8
PAYMENT
7,363.2
C65149217
118,730.13
111,366.93
M1907075044
0
0
0
0
8
PAYMENT
417.92
C1758237281
22,232
21,814.08
M1194530832
0
0
0
0
8
CASH_OUT
222,548.88
C1418410694
14,718
0
C1251686742
1,319,415.2
1,311,387.88
0
0
8
PAYMENT
464.72
C2016617268
723
258.28
M1952508361
0
0
0
0
8
TRANSFER
1,221,110.88
C734825677
1,009,135.32
0
C1563323185
0
1,414,942.24
0
0
8
CASH_IN
229,055.59
C647814776
0
229,055.59
C1181708889
1,149,782.2
684,138.15
0
0
8
CASH_IN
203,943.38
C1196913436
229,055.59
432,998.97
C526035976
562,709.04
404,380.68
0
0
8
CASH_IN
143,873.44
C873129118
432,998.97
576,872.42
C1945802665
1,177,113.66
1,471,945.15
0
0
8
CASH_IN
230,576.21
C2079308854
576,872.42
807,448.62
C1251686742
1,541,964.09
1,311,387.88
0
0
8
CASH_IN
266,615.69
C994103853
807,448.62
1,074,064.31
C1877976610
480,038.66
141,685.4
0
0
8
CASH_IN
250,512.68
C1207142858
1,074,064.31
1,324,576.98
C288440707
1,231,490.69
980,978.01
0
0
8
CASH_IN
76,183.3
C608091070
1,324,576.98
1,400,760.28
C1004780164
1,755,845.89
1,679,662.6
0
0
8
CASH_IN
124,601.68
C582397187
1,400,760.28
1,525,361.96
C2123455914
18,676,371.05
20,448,938.33
0
0
8
CASH_IN
387,326.6
C526041794
1,525,361.96
1,912,688.56
C1927159174
1,370,403.24
762,973.35
0
0
8
CASH_IN
240,928.76
C1144825146
1,912,688.56
2,153,617.33
C345603257
8,210,983.22
9,917,629.77
0
0
8
CASH_IN
64,945.65
C361633096
2,153,617.33
2,218,562.98
C486371171
220,543.72
155,598.07
0
0
8
CASH_IN
87,005.46
C46623823
2,218,562.98
2,305,568.44
C769298867
270,916.06
199,825.38
0
0
8
CASH_IN
69,700.97
C1262678535
2,305,568.44
2,375,269.41
C1563323185
1,221,110.88
1,414,942.24
0
0
8
CASH_IN
111,999.28
C1786153760
2,375,269.41
2,487,268.69
C1793325972
6,423,356.2
6,311,356.92
0
0
8
CASH_IN
282,715.77
C263710579
2,487,268.69
2,769,984.46
C1825174365
6,908,082.97
6,657,580.62
0
0
8
CASH_IN
71,737.58
C908810206
2,769,984.46
2,841,722.04
C1877976610
213,422.98
141,685.4
0
0
8
CASH_IN
1,018,052.96
C1780828630
2,841,722.04
3,859,775
C160284738
1,062,102.19
44,049.23
0
0
8
CASH_IN
101,488.55
C877981753
3,859,775
3,961,263.55
C1643855278
9,665,800.99
9,680,855.68
0
0
8
CASH_IN
18,749.98
C73930175
3,961,263.55
3,980,013.53
C1163480574
1,795,557.77
1,798,734.57
0
0
8
CASH_IN
55,748.16
C1754343243
3,980,013.53
4,035,761.69
C570607919
73,206.68
17,458.51
0
0
8
CASH_IN
173,053.58
C674936950
4,035,761.69
4,208,815.27
C1432387181
487,931.3
577,588.9
0
0
8
CASH_IN
9,011.17
C1006387312
4,208,815.27
4,217,826.45
C323302928
726,288.85
717,277.68
0
0
8
CASH_IN
46,684.58
C2138931037
4,217,826.45
4,264,511.03
C1614388499
76,856.46
0
0
0
8
CASH_IN
21,927.04
C506967174
4,264,511.03
4,286,438.07
C1734719138
1,154,154.43
1,132,227.39
0
0
8
CASH_IN
223,089.61
C1672693310
4,286,438.07
4,509,527.68
C599968109
913,766.22
1,235,102.24
0
0
8
CASH_IN
76,362.96
C974484984
4,509,527.68
4,585,890.64
C25136566
647,346.53
570,983.57
0
0
8
CASH_IN
254,101.83
C780558960
4,585,890.64
4,839,992.47
C1262016786
452,703.67
198,601.85
0
0
8
CASH_IN
27,430.39
C230060194
4,839,992.47
4,867,422.86
C1994035663
183,088.17
89,839.22
0
0
8
CASH_IN
201,703.1
C1959613852
4,867,422.86
5,069,125.96
C471450373
430,830.69
184,735.49
0
0
8
CASH_OUT
294,618
C1709593672
111,681
0
C1479553213
0
442,355.24
0
0
8
PAYMENT
1,467.68
C2020491110
11,298
9,830.32
M1180922793
0
0
0
0
8
PAYMENT
12,034.54
C1478278988
51,414
39,379.46
M261092371
0
0
0
0
8
CASH_IN
63,180.29
C110325643
87,777.8
150,958.09
C458582664
12,839,998.2
12,776,817.91
0
0
8
CASH_OUT
180,184.69
C1538308811
150,958.09
0
C2077672286
194,286.42
1,071,587.01
0
0
8
PAYMENT
5,001.49
C1718323246
274,850
269,848.51
M372557724
0
0
0
0
8
PAYMENT
5,331.5
C197533158
1,708,006.63
1,702,675.13
M1434359991
0
0
0
0
8
PAYMENT
1,987.26
C1869500622
1,702,675.13
1,700,687.87
M1607885464
0
0
0
0
8
PAYMENT
2,031.14
C1690594729
249,933
247,901.86
M1163852454
0
0
0
0
8
CASH_IN
219,718.21
C1479228131
70,644
290,362.21
C957917689
72,281.77
0
0
0
8
PAYMENT
13,146.94
C872759772
1,419,410.73
1,406,263.79
M1944832976
0
0
0
0
8
CASH_OUT
240,340.44
C1104315585
1,406,263.79
1,165,923.35
C1143894549
993,343.67
1,233,684.11
0
0
8
CASH_IN
148,528.23
C1085227578
6,122
154,650.23
C1256775177
3,368.18
0
0
0
8
PAYMENT
8,568.54
C1589305426
12,789.02
4,220.48
M1931613470
0
0
0
0
8
CASH_OUT
38,624.29
C646144823
4,220.48
0
C534662976
77,544.66
116,168.96
0
0
8
CASH_IN
228,748.69
C470240079
144,960
373,708.69
C1251991550
1,291,822.52
1,740,396.12
0
0
8
PAYMENT
3,229.54
C355893485
28,372.93
25,143.39
M1994390960
0
0
0
0
8
PAYMENT
10,869.79
C1266197127
25,143.39
14,273.6
M1828967828
0
0
0
0
8
PAYMENT
17,950.36
C1276318001
14,273.6
0
M1160267646
0
0
0
0
8
PAYMENT
47,890.15
C1263184326
0
0
M940993102
0
0
0
0
8
PAYMENT
18,817.88
C1826123492
0
0
M1800193974
0
0
0
0
8
PAYMENT
23,299.03
C1976977280
0
0
M2115573614
0
0
0
0
8
PAYMENT
550.55
C1360652551
0
0
M1558570469
0
0
0
0
8
PAYMENT
28,754.67
C466113470
0
0
M761042382
0
0
0
0
8
PAYMENT
10,311.87
C865276083
0
0
M1084883433
0
0
0
0
8
PAYMENT
23,603.06
C430374881
0
0
M1352526846
0
0
0
0
8
PAYMENT
1,842.18
C2074111958
0
0
M1796578306
0
0
0
0
8
PAYMENT
10,268.16
C1164062582
0
0
M2057301567
0
0
0
0
8
PAYMENT
6,333.59
C45740133
0
0
M1158384060
0
0
0
0
8
PAYMENT
7,045.59
C298190836
0
0
M338554341
0
0
0
0
8
PAYMENT
3,714.65
C1507466717
0
0
M1082472755
0
0
0
0
8
PAYMENT
14,150.9
C1641901936
0
0
M442823787
0
0
0
0
8
PAYMENT
2,786.07
C333002255
0
0
M2063387110
0
0
0
0
8
PAYMENT
12,035.3
C1884331814
0
0
M1303046891
0
0
0
0
8
PAYMENT
747.79
C395957279
0
0
M188124403
0
0
0
0
8
PAYMENT
3,713.54
C2146147100
0
0
M1703726008
0
0
0
0
8
PAYMENT
3,228.19
C1022153274
0
0
M58888256
0
0
0
0
8
PAYMENT
8,366.54
C538105943
0
0
M599791334
0
0
0
0
8
PAYMENT
7,704.57
C2045214118
0
0
M1861284426
0
0
0
0
8
CASH_OUT
316,669.5
C1477861283
0
0
C2102549317
1,115,121.92
1,512,042.27
0
0
8
PAYMENT
5,499.9
C2076317025
18,167
12,667.1
M956980722
0
0
0
0
8
PAYMENT
10,757.22
C1342278203
9,965
0
M981482719
0
0
0
0
8
PAYMENT
5,794.69
C1367498739
0
0
M982281724
0
0
0
0
8
TRANSFER
1,000,234.5
C1711302852
0
0
C288197656
2,422,906.57
3,423,141.07
0
0
8
TRANSFER
1,224,923.07
C1574819359
0
0
C451111351
11,876,905.22
13,101,828.29
0
0
8
TRANSFER
1,249,360.1
C509831056
0
0
C1866827563
2,706,029.24
4,057,979.08
0
0
8
TRANSFER
915,014.91
C1205410349
0
0
C1028574311
4,226,203.65
5,141,218.55
0
0
8
TRANSFER
1,825,682.27
C578423898
0
0
C492997256
2,441,647.04
3,791,280.72
0
0
8
TRANSFER
1,117,495.93
C295979812
0
0
C551495160
1,178,678.5
3,086,545.36
0
0
8
TRANSFER
1,354,642.11
C343859559
0
0
C265845794
1,394,465.06
3,060,592.01
0
0
8
PAYMENT
3,212.15
C460954039
142,182
138,969.85
M1771265630
0
0
0
0
8
PAYMENT
12,259.02
C1524487459
12,255
0
M961245894
0
0
0
0
8
CASH_IN
312,313.14
C1848176761
67
312,380.14
C1076496284
116,259.99
0
0
0
8
PAYMENT
1,067.64
C490353228
714,502.45
713,434.81
M704284677
0
0
0
0
8
PAYMENT
10,835.83
C1271202494
713,434.81
702,598.98
M1648859271
0
0
0
0
8
PAYMENT
269.43
C774074065
12,338
12,068.57
M1407476144
0
0
0
0
8
PAYMENT
242.84
C811030912
15,596
15,353.16
M1854565549
0
0
0
0
8
TRANSFER
1,913,411.12
C1533723211
12,795
0
C1423992712
11,766,827.31
13,803,333.72
0
0
8
PAYMENT
2,401.31
C729006455
102,558
100,156.69
M568465088
0
0
0
0