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
5,848.04
C567217985
176
0
M259075709
0
0
0
0
8
PAYMENT
12,081.57
C1622020483
381
0
M375566378
0
0
0
0
8
PAYMENT
23,477.51
C1334706336
0
0
M1225444842
0
0
0
0
8
CASH_IN
161,090.19
C1505296193
59,814
220,904.19
C1253373655
0
0
0
0
8
PAYMENT
3,642.65
C1515780028
79,979
76,336.35
M1709995863
0
0
0
0
8
PAYMENT
6,984.22
C2048295837
11,660
4,675.78
M1690970473
0
0
0
0
8
PAYMENT
3,288.84
C2041763675
23,980
20,691.16
M2145538549
0
0
0
0
8
PAYMENT
4,153.29
C832974847
10,341
6,187.71
M68344259
0
0
0
0
8
TRANSFER
1,468,331.42
C1802882581
5,172
0
C320919849
41,223.38
1,509,554.81
0
0
8
PAYMENT
3,093.11
C116737911
0
0
M111954305
0
0
0
0
8
CASH_IN
291,799.01
C341984342
57,214
349,013.01
C2144240673
31,557
0
0
0
8
CASH_OUT
9,862.36
C1361196457
18,273.09
8,410.73
C618155294
506,867.12
516,729.48
0
0
8
PAYMENT
3,006.46
C2101353989
8,410.73
5,404.28
M423932013
0
0
0
0
8
PAYMENT
4,471.07
C528619495
5,404.28
933.21
M1607329475
0
0
0
0
8
PAYMENT
20,479.11
C570456841
933.21
0
M511406332
0
0
0
0
8
PAYMENT
6,077.54
C290021883
0
0
M553805551
0
0
0
0
8
PAYMENT
19,709.08
C8100341
0
0
M1162016150
0
0
0
0
8
PAYMENT
3,026.08
C526258812
0
0
M769206886
0
0
0
0
8
PAYMENT
6,403.14
C1907468825
0
0
M596451324
0
0
0
0
8
PAYMENT
8,713.15
C1278157827
0
0
M675397114
0
0
0
0
8
PAYMENT
10,407.53
C1423715209
0
0
M535149585
0
0
0
0
8
PAYMENT
768.61
C719297746
0
0
M265570846
0
0
0
0
8
PAYMENT
9,500.42
C979478542
0
0
M148282983
0
0
0
0
8
PAYMENT
15,132.28
C1589230243
0
0
M1938857936
0
0
0
0
8
PAYMENT
1,252.49
C1149659252
0
0
M2023744293
0
0
0
0
8
PAYMENT
3,503.89
C1809850935
0
0
M477716100
0
0
0
0
8
PAYMENT
571.39
C1808482487
0
0
M1825181728
0
0
0
0
8
PAYMENT
3,548.89
C106001940
0
0
M1351255332
0
0
0
0
8
PAYMENT
11,012.51
C1643493754
0
0
M1568865908
0
0
0
0
8
PAYMENT
1,735.18
C1357828614
0
0
M1414127258
0
0
0
0
8
PAYMENT
6,444.16
C406553344
0
0
M1384165165
0
0
0
0
8
PAYMENT
9,300.01
C1960323481
0
0
M1853850774
0
0
0
0
8
PAYMENT
3,529.98
C714619354
0
0
M2109080163
0
0
0
0
8
PAYMENT
4,822.35
C1209493677
0
0
M1516117517
0
0
0
0
8
PAYMENT
8,300.03
C837007989
0
0
M2081096496
0
0
0
0
8
CASH_OUT
150,800.57
C254434844
27,224.33
0
C1297873690
69,655.41
1,144.26
0
0
8
CASH_OUT
9,506.4
C632194946
0
0
C523154252
272,473.33
281,979.73
0
0
8
CASH_OUT
102,721.91
C162701648
4,842
0
C1691272400
0
102,721.91
0
0
8
CASH_IN
119,910.71
C763638229
64,080
183,990.71
C1646561071
409,320.94
289,410.23
0
0
8
PAYMENT
9,194.64
C1879265479
102,302
93,107.36
M566254546
0
0
0
0
8
CASH_IN
327,786.72
C1038403227
50,922
378,708.72
C1778289781
1,601,079.53
1,273,292.81
0
0
8
PAYMENT
5,764.63
C836911723
20,450
14,685.37
M1527626232
0
0
0
0
8
PAYMENT
11,258.05
C2016442240
14,685.37
3,427.33
M1669047811
0
0
0
0
8
PAYMENT
22,021.31
C1076445469
3,427.33
0
M1985864345
0
0
0
0
8
CASH_IN
180,968.92
C229250981
22,073
203,041.92
C1729548294
44,442.47
0
0
0
8
TRANSFER
1,567,269.49
C861922221
224,227
0
C1196307684
212,636.8
1,779,906.29
0
0
8
PAYMENT
637.42
C972324210
126,866
126,228.58
M539236863
0
0
0
0
8
PAYMENT
7,859.34
C2104370529
247,213
239,353.66
M828437482
0
0
0
0
8
CASH_IN
16,751.47
C736434009
221
16,972.47
C188878238
0
0
0
0
8
CASH_OUT
388,202.81
C730732603
147,259
0
C1516565803
495,876.27
884,079.08
0
0
8
PAYMENT
7,168.71
C658990342
315,466
308,297.29
M286145959
0
0
0
0
8
CASH_OUT
378,900.96
C307408640
11,184
0
C1299829127
0
378,900.96
0
0
8
CASH_IN
196,003.39
C1237725873
7,007
203,010.39
C978740207
1,624,008.53
1,428,005.14
0
0
8
CASH_OUT
115,725.15
C1437925850
16,292
0
C624539461
218,530.86
592,819.21
0
0
8
TRANSFER
1,239,540.56
C901180878
179
0
C1318038292
0
1,239,540.56
0
0
8
DEBIT
1,820.44
C849051351
134,043
132,222.56
C1623014027
376,922.09
378,742.53
0
0
8
PAYMENT
5,553.91
C1253081487
226
0
M938930898
0
0
0
0
8
PAYMENT
1,911.51
C892121471
1,050
0
M1546132683
0
0
0
0
8
CASH_OUT
185,984.21
C316297784
11,397
0
C198210775
110,480.78
296,465
0
0
8
CASH_OUT
165,691.58
C305812179
21,231
0
C1261309973
331.91
166,023.49
0
0
8
TRANSFER
460,313.28
C1120775842
1,069
0
C1894207825
0
631,610.32
0
0
8
CASH_IN
116,393.54
C1579105396
1,148
117,541.54
C1245472829
0
0
0
0
8
PAYMENT
25,663.25
C513080861
117,541.54
91,878.29
M1584962518
0
0
0
0
8
PAYMENT
19,165.32
C1903138309
91,878.29
72,712.97
M1454696640
0
0
0
0
8
PAYMENT
13,767.63
C1869185053
247,986
234,218.37
M1968504845
0
0
0
0
8
PAYMENT
9,941.67
C2013757212
144,715
134,773.33
M159672884
0
0
0
0
8
PAYMENT
12,361.66
C718170737
11,123
0
M2009485901
0
0
0
0
8
PAYMENT
3,488.95
C880426038
4,581
1,092.05
M512042311
0
0
0
0
8
CASH_OUT
171,360.29
C1195464964
6,533
0
C1046160944
321,551.28
492,911.57
0
0
8
CASH_IN
131,204.47
C38813595
20,957
152,161.47
C1809373351
519,489.53
388,285.06
0
0
8
PAYMENT
8,924.17
C1731078251
161,737.47
152,813.3
M1354139348
0
0
0
0
8
CASH_IN
11,278.44
C494038207
152,813.3
164,091.74
C1090263069
1,271,887.93
1,260,609.49
0
0
8
CASH_IN
410,934.41
C509424749
164,091.74
575,026.15
C220766773
559,705.3
148,770.89
0
0
8
CASH_IN
294,574.09
C145107645
575,026.15
869,600.24
C1847835159
325,690.83
31,116.74
0
0
8
CASH_IN
338,773.04
C1816304987
869,600.24
1,208,373.29
C1359484306
7,536,048.6
7,364,724.84
0
0
8
CASH_IN
194,227.45
C1650131960
1,208,373.29
1,402,600.73
C663202788
357,240.73
163,013.28
0
0
8
CASH_IN
348,142.57
C357744002
1,402,600.73
1,750,743.3
C1759482496
3,260,478.15
2,912,335.58
0
0
8
CASH_IN
334,178.33
C739806807
1,750,743.3
2,084,921.64
C966526472
2,123,519.67
1,789,341.34
0
0
8
CASH_IN
141,963.13
C1414035146
2,084,921.64
2,226,884.77
C1540720037
1,301,608.86
1,159,645.73
0
0
8
CASH_IN
283,663.56
C1849097080
2,226,884.77
2,510,548.33
C1772085663
472,634.89
188,971.33
0
0
8
CASH_IN
157,725.65
C1846076817
2,510,548.33
2,668,273.98
C1025031603
159,233.3
1,507.65
0
0
8
CASH_IN
56,681
C101360689
2,668,273.98
2,724,954.98
C1651924497
101,765.9
45,084.9
0
0
8
CASH_IN
180,902.14
C300117020
2,724,954.98
2,905,857.12
C2003486581
243,300.2
62,398.06
0
0
8
CASH_IN
107,274.97
C1222092899
2,905,857.12
3,013,132.09
C939693702
574,472.06
467,197.09
0
0
8
CASH_IN
392,295.3
C1633347717
3,013,132.09
3,405,427.4
C506046490
646,379.58
254,084.28
0
0
8
CASH_IN
22,114.6
C849540019
3,405,427.4
3,427,541.99
C556534527
31,305.57
9,190.97
0
0
8
CASH_IN
218,094.83
C950794871
3,427,541.99
3,645,636.82
C464451704
1,328,959.71
1,110,864.89
0
0
8
CASH_IN
402,803.8
C1305135537
3,645,636.82
4,048,440.62
C1167066016
1,044,782.95
641,979.14
0
0
8
CASH_IN
32,065.35
C2078416461
4,048,440.62
4,080,505.97
C848064357
640,802.39
608,737.04
0
0
8
CASH_IN
19,522.29
C1593329129
4,080,505.97
4,100,028.26
C278738215
99,155.09
79,632.8
0
0
8
CASH_IN
10,317.95
C963081219
4,100,028.26
4,110,346.22
C401424608
18,225.29
7,907.34
0
0
8
CASH_IN
210,898.87
C586917343
4,110,346.22
4,321,245.08
C2145319283
1,273,847.02
1,062,948.15
0
0
8
CASH_IN
61,316.75
C1233180603
4,321,245.08
4,382,561.83
C1031639563
5,800,328.97
5,739,012.22
0
0
8
CASH_IN
87,314.1
C1439372399
4,382,561.83
4,469,875.94
C155439298
206,336.12
119,022.01
0
0
8
CASH_IN
89,353.08
C1468970425
4,469,875.94
4,559,229.02
C102537461
92,095.41
2,742.32
0
0
8
CASH_IN
122,807.44
C673458122
4,559,229.02
4,682,036.46
C131837504
2,478,612.72
2,355,805.28
0
0
8
CASH_IN
252,742.85
C1742078074
4,682,036.46
4,934,779.31
C500153041
465,000.22
212,257.37
0
0
8
CASH_IN
223,516.15
C1790118019
4,934,779.31
5,158,295.47
C2018975718
627,644.15
404,128
0
0
8
CASH_IN
247,084.03
C1211259665
5,158,295.47
5,405,379.5
C977993101
3,620,386.87
3,373,302.83
0
0
8
CASH_IN
171,504.09
C1101082538
5,405,379.5
5,576,883.6
C1624533975
565,891.41
394,387.32
0
0