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
444,793.28
C44058348
0
0
C277595172
508,986
1,163,746.15
0
0
9
CASH_OUT
219,651.76
C1167256743
0
0
C366015139
4,555,236.24
5,626,564
0
0
9
CASH_OUT
208,638.98
C1831675582
0
0
C1816986148
6,730,994.14
7,679,197.62
0
0
9
CASH_OUT
451,732.6
C1977507395
0
0
C218598269
519,532.62
1,288,289.15
0
0
9
CASH_OUT
1,618.42
C1976164658
0
0
C1566423339
267,554.08
462,776.06
0
0
9
CASH_OUT
451,825.31
C669834488
0
0
C266912553
3,096,001.3
3,977,807.83
0
0
9
CASH_OUT
273,951.91
C594548333
0
0
C14576684
279,414.02
919,697.4
0
0
9
CASH_OUT
190,962.76
C618358790
0
0
C33524623
1,459,243
2,820,414.68
0
0
9
CASH_OUT
179,698.5
C513924574
0
0
C426416592
3,606,774.14
3,845,143.17
0
0
9
CASH_OUT
94,228.61
C1609292270
0
0
C1914772936
411,161.16
632,988
0
0
9
CASH_OUT
131,489.44
C2081128192
0
0
C1982591789
139,182.45
1,797,201.17
0
0
9
CASH_OUT
63,133.83
C57648095
0
0
C767866250
202,730.12
265,863.95
0
0
9
CASH_OUT
31,528.32
C330350913
0
0
C916869225
1,377,164.75
1,799,868.22
0
0
9
CASH_OUT
140,084.59
C303390320
0
0
C1599334040
311,736.42
1,712,613.45
0
0
9
CASH_OUT
319,376.8
C893505613
0
0
C1448947115
2,068,176.8
2,818,380.14
0
0
9
CASH_OUT
89,609.12
C1263463521
0
0
C1040847151
11,191,465.41
11,693,039.6
0
0
9
CASH_OUT
358.96
C1591838336
0
0
C1619489362
105,734.8
0
0
0
9
CASH_OUT
11,591.41
C1723835890
0
0
C384735803
29,756
41,347.41
0
0
9
CASH_OUT
179,451.33
C1573376720
0
0
C1799068185
180,505.32
359,956.65
0
0
9
CASH_OUT
157,521.19
C1633026285
0
0
C488624810
628,879.25
786,400.44
0
0
9
CASH_OUT
183,311.15
C860970945
0
0
C2107935820
666,293.45
981,865.25
0
0
9
CASH_OUT
77,377.15
C677047404
0
0
C1695946783
1,596,820.08
3,054,890.32
0
0
9
CASH_OUT
175,430.1
C1273555685
0
0
C716083600
7,382,990.5
10,816,642.54
0
0
9
CASH_OUT
32,654.58
C443075101
0
0
C1880332929
14,299,084.37
13,897,944.48
0
0
9
CASH_OUT
176,577.53
C603861446
0
0
C732470450
1,563,966.08
1,740,543.61
0
0
9
CASH_OUT
55,987.3
C1547206745
0
0
C720759478
8,118,536.09
8,044,305.22
0
0
9
CASH_OUT
132,260.65
C1342957305
0
0
C2107935820
849,604.61
981,865.25
0
0
9
CASH_OUT
81,957.09
C208664263
0
0
C703568637
134,803.42
49,506.06
0
0
9
CASH_OUT
112,735.06
C1590527629
0
0
C81101146
117,247
229,982.06
0
0
9
CASH_OUT
160,028.19
C1190129477
0
0
C304406966
1,168,579.85
1,328,608.04
0
0
9
CASH_OUT
26,803.65
C1239213391
0
0
C979719862
1,198,024.11
2,873,584.66
0
0
9
CASH_OUT
264,395.96
C980872061
0
0
C1416278059
393,683.58
895,123.04
0
0
9
CASH_OUT
209,859.66
C138275664
0
0
C721267591
2,153,751.47
2,363,611.12
0
0
9
CASH_OUT
132,217.34
C823245013
0
0
C54142591
6,500,827.71
10,403,208.53
0
0
9
CASH_OUT
230,617.02
C533316901
0
0
C1450133081
876,557.83
1,107,174.85
0
0
9
CASH_OUT
225,381.8
C317323426
0
0
C1282235415
311,696.98
537,078.77
0
0
9
CASH_OUT
522,091.43
C1969874628
0
0
C580441921
1,278,933.03
1,591,260.87
0
0
9
CASH_OUT
57,245.9
C1233268652
0
0
C871895680
234,009.88
356,782.74
0
0
9
CASH_OUT
233,335.55
C414395220
0
0
C722844186
283,068.59
516,404.14
0
0
9
CASH_OUT
167,586.73
C1162017800
0
0
C2140998089
310,902.52
339,321.35
0
0
9
CASH_OUT
506,253.08
C2133290402
0
0
C891020651
5,812,262.37
6,396,478.99
0
0
9
CASH_OUT
75,519.23
C662753957
0
0
C819041667
76,628.75
152,147.98
0
0
9
CASH_OUT
63,736.8
C644396170
0
0
C1219369531
9,050,620.26
9,652,824.29
0
0
9
CASH_OUT
140,552.61
C1956163315
0
0
C986657342
218,264.17
8,385.04
0
0
9
CASH_OUT
160,962
C815175615
0
0
C699679818
1,128,676.42
1,741,093.73
0
0
9
CASH_OUT
199,673.45
C295862002
0
0
C1099915107
415,025.91
573,272.7
0
0
9
CASH_OUT
158,906.55
C1913476264
0
0
C1680801610
224,829
383,735.55
0
0
9
CASH_OUT
182,733.54
C1129546540
0
0
C2042633527
22,590,474.83
22,724,362.7
0
0
9
CASH_OUT
164,909.82
C1207754646
0
0
C842729010
9,128,170.28
10,201,058.68
0
0
9
CASH_OUT
166,557.53
C1168862325
0
0
C2146610568
7,143,206.7
6,917,682.49
0
0
9
CASH_OUT
7,036.24
C1562105980
0
0
C1911073179
52,420
59,456.24
0
0
9
PAYMENT
2,738.68
C34503184
8,113
5,374.32
M598676904
0
0
0
0
9
PAYMENT
154.65
C1031343468
5,374.32
5,219.67
M1042479751
0
0
0
0
9
PAYMENT
11,554.21
C1334696361
5,219.67
0
M341084069
0
0
0
0
9
PAYMENT
21,561.33
C1630792238
83,053
61,491.67
M1223475789
0
0
0
0
9
CASH_OUT
163,334.57
C1770850920
15,992
0
C637926340
0
163,334.57
0
0
9
CASH_OUT
422,463.52
C1507119443
11,774
0
C1203172736
0
199,384.23
0
0
9
PAYMENT
17,949.39
C667431645
0
0
M160985795
0
0
0
0
9
PAYMENT
21,844.45
C147318738
332
0
M2011619792
0
0
0
0
9
PAYMENT
3,872.57
C291404587
0
0
M1536826793
0
0
0
0
9
CASH_OUT
332,435.13
C1825867903
19,906
0
C1537037787
12,198
106,524.4
0
0
9
PAYMENT
23,555.56
C754715732
635
0
M1318698435
0
0
0
0
9
CASH_OUT
346,301.07
C1172674284
378
0
C306285887
1,342,950.7
2,144,494.04
0
0
9
CASH_IN
153,102.64
C230324575
14,702
167,804.64
C516784382
94,180
0
0
0
9
PAYMENT
14,397.99
C1097357840
28,204
13,806.01
M1117556827
0
0
0
0
9
CASH_IN
110,403.54
C732380178
1,537
111,940.54
C1752413199
0
0
0
0
9
CASH_OUT
186,702.66
C1971964088
111,940.54
0
C288440707
980,978.01
1,332,997.15
0
0
9
CASH_OUT
163,894.74
C1991419075
0
0
C240779865
845,071.88
1,362,687.4
0
0
9
CASH_OUT
588,187.04
C1342893062
0
0
C748014372
5,263,349.98
7,401,474.48
0
0
9
CASH_OUT
36,480.71
C1113525689
0
0
C1719435790
37,306
49,471.82
0
0
9
CASH_OUT
60,854.27
C2041102658
0
0
C551495160
3,086,545.36
3,504,977.59
0
0
9
CASH_OUT
127,206.53
C442492424
0
0
C2041281014
1,822,784.54
3,925,730.02
0
0
9
CASH_OUT
111,707.27
C489837465
0
0
C2019615110
143,126.51
93,039.94
0
0
9
CASH_OUT
18,847.25
C666543939
0
0
C1413871034
80,495.58
60,404.49
0
0
9
CASH_OUT
51,745.24
C405258279
0
0
C1298147262
1,049,065.46
1,100,810.69
0
0
9
CASH_OUT
166,447.65
C2108496525
0
0
C1114190780
209,810.37
461,513.53
0
0
9
CASH_OUT
305,631.88
C1921785914
0
0
C147916733
1,880,662.66
2,098,523.32
0
0
9
CASH_OUT
225,942.91
C8257943
0
0
C5554526
1,120,791.35
1,346,734.26
0
0
9
CASH_OUT
170,813.22
C654233415
0
0
C1346667529
211,966.45
535,924.07
0
0
9
CASH_OUT
243,870.3
C865255527
0
0
C1599334040
451,821.01
1,712,613.45
0
0
9
CASH_OUT
362,761.24
C546094047
0
0
C464451704
1,110,864.89
1,805,758.37
0
0
9
CASH_OUT
130,627.7
C1351509216
0
0
C1083183526
166,411.46
628,389.01
0
0
9
CASH_OUT
62,478.61
C14290241
0
0
C503013051
95,076
201,265.83
0
0
9
CASH_OUT
44,811.2
C636380357
0
0
C16344660
1,547,684.77
1,388,189.52
0
0
9
CASH_OUT
57,678.93
C1618567652
0
0
C871895680
291,255.78
356,782.74
0
0
9
CASH_OUT
73,699.79
C1131651183
0
0
C795982694
1,556,254.45
1,747,780.68
0
0
9
CASH_OUT
355,518.14
C320015685
151,595
0
C1601702534
0
169,489.83
0
0
9
PAYMENT
19,397.01
C1158515630
306
0
M1859167402
0
0
0
0
9
CASH_OUT
895.73
C821952967
411
0
C442803541
10,688
11,583.73
0
0
9
CASH_OUT
197,948.75
C990665656
200,550
2,601.25
C776290381
7,879
320,557.55
0
0
9
CASH_OUT
307,553.32
C318105484
90,315
0
C1433050843
61,784
386,255.96
0
0
9
TRANSFER
1,512,493.01
C2045502604
569,829
0
C1196694338
256,841.56
1,769,334.57
0
0
9
CASH_IN
422,569.18
C970666575
130,774.18
553,343.37
C1961168996
135
0
0
0
9
PAYMENT
758.08
C1624473431
553,343.37
552,585.28
M1571237190
0
0
0
0
9
PAYMENT
10,453.26
C2077126138
183
0
M459764102
0
0
0
0
9
PAYMENT
3,609.25
C1614126202
1,096
0
M77348903
0
0
0
0
9
CASH_IN
157,660.2
C213212403
0
157,660.2
C1997859171
300,656.87
142,996.67
0
0
9
CASH_IN
338,859.99
C746514338
157,660.2
496,520.19
C16344660
1,592,495.98
1,388,189.52
0
0
9
CASH_IN
33,555.41
C1617192987
496,520.19
530,075.59
C13155908
70,985
37,429.59
0
0
9
CASH_IN
12,658.68
C102728008
530,075.59
542,734.27
C1836239268
17,249
4,590.32
0
0