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
9
CASH_OUT
312,073.14
C456185215
8,635.47
0
C488011624
678,933.33
1,001,175.66
0
0
9
CASH_OUT
5,128.37
C1620237279
0
0
C674913323
4,984,485.97
5,004,987.94
0
0
9
CASH_OUT
246,133.5
C1597399644
0
0
C1317731757
322,519.15
811,000.97
0
0
9
CASH_OUT
95,743.64
C841836587
0
0
C1100439041
419,710.62
515,454.26
0
0
9
CASH_OUT
244,741.38
C791398460
0
0
C183354406
4,558,388.3
4,803,129.68
0
0
9
CASH_OUT
26,957.07
C1494327845
0
0
C298492445
4,198,278.48
4,535,850.29
0
0
9
CASH_OUT
226,746.75
C903417817
0
0
C442364016
572,159.36
1,122,588.64
0
0
9
CASH_OUT
121,565.5
C1819035001
0
0
C1657363827
132,760.82
608,438.24
0
0
9
CASH_OUT
33,539.88
C494340832
0
0
C1796516928
63,886.63
97,426.51
0
0
9
CASH_OUT
170,983.97
C1235452897
0
0
C1419794148
4,871,037.9
5,042,021.87
0
0
9
CASH_OUT
173,102.71
C880409291
0
0
C1889395764
15,766,279.1
16,224,600.69
0
0
9
CASH_OUT
109,673.98
C976234160
0
0
C1227603646
464,170.05
573,844.04
0
0
9
CASH_OUT
189,559.35
C531962652
0
0
C341552838
1,641,201.94
1,600,784.27
0
0
9
CASH_OUT
1,886.9
C1255944064
0
0
C2091820636
30,299
32,185.9
0
0
9
CASH_OUT
55,399.11
C822623154
0
0
C787040724
4,536,622.33
3,987,670.56
0
0
9
CASH_OUT
113,535.97
C171347589
76,230
0
C2058204648
0
39,010.16
0
0
9
PAYMENT
7,873.58
C1038879012
45,910
38,036.42
M375882038
0
0
0
0
9
PAYMENT
20,881.16
C1715666403
133,601
112,719.84
M1480459528
0
0
0
0
9
PAYMENT
6,498.22
C96899586
87,118.6
80,620.37
M797105597
0
0
0
0
9
PAYMENT
181.81
C1591640139
80,620.37
80,438.56
M1994447069
0
0
0
0
9
CASH_IN
166,396.71
C1191641729
20,416
186,812.71
C377207092
42,648.43
0
0
0
9
PAYMENT
21,723.75
C2127642857
11,044
0
M1420250016
0
0
0
0
9
CASH_OUT
577,896.41
C619792345
0
0
C1329589315
887,999.24
2,539,898.07
0
0
9
CASH_OUT
133,469.98
C1528646348
0
0
C423580937
12,868,769.38
13,185,733.7
0
0
9
PAYMENT
19,204.4
C792698702
11,449
0
M1093352258
0
0
0
0
9
PAYMENT
5,089.46
C1875538737
385
0
M1580212014
0
0
0
0
9
CASH_OUT
517,946.01
C228994633
0
0
C1016689071
1,123,165.85
1,641,111.87
0
0
9
TRANSFER
372,382.29
C357557652
59,965
0
C1694246418
179,751.64
912,612.73
0
0
9
CASH_OUT
25,551.21
C689987575
161,779
136,227.79
C1436916426
0
25,551.21
0
0
9
TRANSFER
1,103,268.17
C2008542354
136,227.79
0
C1371191175
1,477,241.51
3,889,129.15
0
0
9
TRANSFER
76,110.08
C1272922187
0
0
C71555810
318,323.43
414,860.95
0
0
9
TRANSFER
1,320,077.68
C559312865
0
0
C1406193485
16,517,695.13
19,458,364.78
0
0
9
TRANSFER
593,263.34
C170017755
0
0
C1930851375
2,343,319.85
3,166,836.01
0
0
9
TRANSFER
1,138,442.01
C1119481201
0
0
C1577420620
1,833,958.14
2,652,251.97
0
0
9
TRANSFER
187,996.2
C1943347317
0
0
C1857357520
872,891.52
1,334,690.59
0
0
9
TRANSFER
535,435.54
C1643016329
0
0
C1150575867
752,999.34
2,166,249.94
0
0
9
TRANSFER
868,355.71
C2043333620
0
0
C1566789241
2,371,489.49
4,009,679.27
0
0
9
TRANSFER
624,962.75
C1955947481
0
0
C314019925
929,421.85
1,283,702.38
0
0
9
TRANSFER
80,705.77
C773403574
0
0
C1502143342
506,053.47
1,180,514.37
0
0
9
TRANSFER
399,709.52
C1021404356
0
0
C1753714541
1,144,980.56
1,295,505.56
0
0
9
TRANSFER
289,970
C333155783
0
0
C1609562230
11,719,541.05
12,009,511.05
0
0
9
TRANSFER
163,480.06
C1284485070
0
0
C2030602460
197,429
360,909.06
0
0
9
TRANSFER
341,002.77
C736932202
0
0
C1065997164
3,659,013.68
5,899,463.5
0
0
9
TRANSFER
402,151.84
C479999895
0
0
C794295331
1,724,397.65
2,370,826.78
0
0
9
TRANSFER
61,975.65
C1407591542
0
0
C2040656033
8,756,238.91
9,838,802.16
0
0
9
TRANSFER
76,629.36
C1655046171
0
0
C1584119395
455,786.87
532,416.22
0
0
9
TRANSFER
63,348.64
C747608772
0
0
C1698099308
252,892
856,800.3
0
0
9
TRANSFER
521,326.42
C1372725325
0
0
C1898859288
896,323.73
2,016,824.45
0
0
9
TRANSFER
391,002.35
C863333269
0
0
C1390121014
1,141,576.37
1,545,661.89
0
0
9
TRANSFER
285,667.88
C1627456312
0
0
C739289034
827,160.35
955,482.26
0
0
9
TRANSFER
302,328.51
C831056998
0
0
C1890258988
551,751.19
1,449,150.1
0
0
9
TRANSFER
2,064,471.44
C1897423442
0
0
C1065997164
4,000,016.45
5,899,463.5
0
0
9
TRANSFER
50,460.02
C1764333095
0
0
C736160330
146,336.44
196,796.46
0
0
9
CASH_IN
236,161.68
C5787897
82,222
318,383.68
C1249000159
480,255.95
244,094.28
0
0
9
CASH_OUT
209,860.6
C1984264008
466
0
C1268508281
0
328,412.28
0
0
9
DEBIT
384.93
C1149075744
17,026
16,641.07
C1320515149
3,243,048.11
5,038,549.2
0
0
9
CASH_OUT
514,626.75
C1631633190
16,641.07
0
C173247103
1,261,007.08
2,650,003.08
0
0
9
CASH_OUT
353,199.21
C601744495
753,155
399,955.79
C1651924497
45,084.9
33,856.23
0
0
9
PAYMENT
12,112.59
C2122266731
20,291
8,178.41
M1453576709
0
0
0
0
9
TRANSFER
365,832.77
C855567992
20,210
0
C2063124058
417,971.56
650,908.46
0
0
9
DEBIT
7,394.11
C2118949588
39,980
32,585.89
C1781090157
2,584,880.08
2,262,395.43
0
0
9
CASH_IN
118,712.34
C2046253334
70,809
189,521.34
C883252426
0
309,852.93
0
0
9
CASH_IN
62,930
C831295447
1,107,044.34
1,169,974.34
C1499213695
52,700
0
0
0
9
PAYMENT
17,540.78
C1950628528
1,169,974.34
1,152,433.55
M1849984214
0
0
0
0
9
PAYMENT
9,289.62
C758669281
31,435
22,145.38
M2015338406
0
0
0
0
9
CASH_IN
109,032.19
C760982447
29,752
138,784.19
C599552499
7,091
0
0
0
9
PAYMENT
18,094.98
C1735653606
14,719
0
M140207294
0
0
0
0
9
PAYMENT
13,020.39
C213727420
0
0
M2085354583
0
0
0
0
9
PAYMENT
12,418.92
C67604464
66,342
53,923.08
M1462400346
0
0
0
0
9
TRANSFER
3,049,719.53
C842518491
53,923.08
0
C476182975
3,671,968.73
6,801,274.57
0
0
9
PAYMENT
12,438.69
C297612430
10,053
0
M696078662
0
0
0
0
9
PAYMENT
11,825.15
C762933654
0
0
M557595381
0
0
0
0
9
CASH_OUT
251,121.47
C1499296536
3,135
0
C1041053446
54,410
299,462.68
0
0
9
CASH_IN
340,322.6
C443153940
21,962
362,284.6
C651049041
18,616
0
0
0
9
PAYMENT
7,938.96
C2096810254
362,284.6
354,345.65
M1011990518
0
0
0
0
9
PAYMENT
3,630.34
C245812951
354,345.65
350,715.31
M1533675593
0
0
0
0
9
CASH_OUT
106,840.87
C1903298707
20,873
0
C439059377
0
27,511.36
0
0
9
PAYMENT
3,728.8
C1080932164
46,322
42,593.2
M2021988840
0
0
0
0
9
PAYMENT
3,941.5
C1940291313
42,593.2
38,651.69
M317838982
0
0
0
0
9
PAYMENT
7,194.56
C1057723403
38,651.69
31,457.14
M1863417947
0
0
0
0
9
PAYMENT
16,030.43
C788540094
31,457.14
15,426.7
M869895230
0
0
0
0
9
PAYMENT
14,414.98
C1343356290
15,426.7
1,011.73
M870427779
0
0
0
0
9
PAYMENT
7,089.81
C496641435
1,011.73
0
M1650319978
0
0
0
0
9
PAYMENT
5,350.24
C1040186958
0
0
M54839494
0
0
0
0
9
PAYMENT
3,512.84
C1329497032
0
0
M1123903223
0
0
0
0
9
PAYMENT
13,046.21
C3337576
0
0
M622135120
0
0
0
0
9
PAYMENT
7,270.53
C504295673
0
0
M929953553
0
0
0
0
9
PAYMENT
18,994.39
C539166009
0
0
M755083754
0
0
0
0
9
PAYMENT
953.18
C1147215243
0
0
M485273449
0
0
0
0
9
PAYMENT
241.49
C618560256
0
0
M78698632
0
0
0
0
9
PAYMENT
4,959.7
C1223753936
0
0
M832534848
0
0
0
0
9
PAYMENT
9,559.41
C1724781064
0
0
M1689838273
0
0
0
0
9
PAYMENT
12,501.28
C613386502
0
0
M1854972334
0
0
0
0
9
PAYMENT
15,280.21
C2019074086
0
0
M1540750086
0
0
0
0
9
PAYMENT
3,744.67
C55221955
0
0
M1748812501
0
0
0
0
9
PAYMENT
10,167.26
C1431832164
0
0
M555862530
0
0
0
0
9
PAYMENT
1,454.22
C1984623715
0
0
M2028907029
0
0
0
0
9
PAYMENT
2,929.41
C1829824586
0
0
M1112432176
0
0
0
0
9
PAYMENT
34,445.76
C1661354998
0
0
M1857418113
0
0
0
0
9
PAYMENT
17,251.09
C76354725
0
0
M880965082
0
0
0
0