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
691
PAYMENT
19,482.8
C768993269
0
0
M1523191965
0
0
0
0
691
PAYMENT
3,808.21
C751757276
0
0
M2009482086
0
0
0
0
691
PAYMENT
20,038.27
C1966012452
0
0
M2146062564
0
0
0
0
691
PAYMENT
8,778.47
C616671426
0
0
M1641615951
0
0
0
0
691
PAYMENT
7,592.68
C1672751496
0
0
M1324623978
0
0
0
0
691
PAYMENT
15,767.55
C1742343886
0
0
M1312301840
0
0
0
0
691
PAYMENT
17,851.97
C209890102
0
0
M1666872756
0
0
0
0
691
PAYMENT
2,680.41
C1413593967
0
0
M1533948500
0
0
0
0
691
PAYMENT
2,130.08
C1110243604
0
0
M1928053552
0
0
0
0
691
PAYMENT
10,815.11
C724075713
0
0
M33488738
0
0
0
0
691
CASH_OUT
42,710.63
C616518160
1,551
0
C1553774424
0
42,710.63
0
0
691
CASH_OUT
290,943.35
C149022708
21,468
0
C997102740
83,496.31
374,439.66
0
0
691
CASH_OUT
173,735.61
C1728083109
18,074
0
C1967158949
757,655.21
931,390.82
0
0
691
PAYMENT
29,367.98
C292786888
614,422
585,054.02
M1333947684
0
0
0
0
691
CASH_IN
164,947.6
C1222372711
11,161
176,108.6
C278786589
0
0
0
0
691
CASH_OUT
4,112.61
C739908997
288,247
284,134.39
C1952959672
226,415.37
230,527.97
0
0
691
PAYMENT
18,270.72
C561131292
109
0
M2101714267
0
0
0
0
691
PAYMENT
35,100.66
C1784870721
100,340
65,239.34
M375925181
0
0
0
0
691
CASH_OUT
184,928.23
C642969251
65,239.34
0
C1561596672
17,986,682.9
18,171,611.12
0
0
691
CASH_OUT
53,903.01
C2007761015
26,808
0
C221367846
0
53,903.01
0
0
691
CASH_IN
17,873.03
C176761148
0
17,873.03
C1803039716
1,564,570.21
1,546,697.18
0
0
691
CASH_IN
60,956.81
C1576786961
17,873.03
78,829.84
C1984553333
137,368.58
76,411.77
0
0
691
CASH_IN
129,648.33
C1819088635
78,829.84
208,478.17
C793575098
1,931,082.42
1,801,434.09
0
0
691
CASH_IN
232,777.08
C2077559993
208,478.17
441,255.25
C1013573231
483,420.58
250,643.5
0
0
691
CASH_IN
306,509.74
C953551414
441,255.25
747,764.99
C1044752925
610,889.37
304,379.63
0
0
691
CASH_IN
356,366.63
C1003377257
747,764.99
1,104,131.62
C1887705609
1,219,781.8
863,415.16
0
0
691
CASH_IN
69,896.29
C1058033957
1,104,131.62
1,174,027.91
C1188138037
267,219.42
197,323.13
0
0
691
CASH_IN
169,438.1
C1819488954
1,174,027.91
1,343,466.01
C1133065194
268,561.68
99,123.58
0
0
691
CASH_IN
140,323.15
C1694237368
1,343,466.01
1,483,789.16
C710615083
825,823.92
685,500.77
0
0
691
CASH_IN
62,480.14
C761809236
1,483,789.16
1,546,269.3
C1611979282
179,809.58
117,329.45
0
0
691
CASH_IN
28,923.26
C281853093
1,546,269.3
1,575,192.56
C1735992165
229,946.17
201,022.9
0
0
691
CASH_IN
52,460.74
C1709157092
1,575,192.56
1,627,653.3
C1855552090
199,346.87
146,886.13
0
0
691
CASH_IN
134,030.61
C1639091493
1,627,653.3
1,761,683.91
C810668535
1,329,443.34
1,195,412.73
0
0
691
CASH_IN
243,212.89
C243227310
1,761,683.91
2,004,896.8
C533585665
607,028.75
363,815.87
0
0
691
CASH_IN
272,256.52
C2074338896
2,004,896.8
2,277,153.32
C788617918
4,093,234.04
3,820,977.51
0
0
691
CASH_IN
333,191.5
C1672739658
2,277,153.32
2,610,344.82
C1507426887
5,747,174.41
5,413,982.91
0
0
691
CASH_IN
3,216.42
C371034556
2,610,344.82
2,613,561.25
C431841876
513,029.26
509,812.84
0
0
691
CASH_IN
65,822.68
C1648561147
2,613,561.25
2,679,383.93
C197381112
355,390.34
289,567.65
0
0
691
CASH_IN
17,687.34
C104259717
2,679,383.93
2,697,071.26
C862279039
90,447.44
72,760.11
0
0
691
CASH_IN
62,144.64
C2057511586
2,697,071.26
2,759,215.9
C1146610098
7,655,051.17
7,592,906.53
0
0
691
CASH_IN
88,203.1
C590883
2,759,215.9
2,847,419
C541500423
528,163.6
439,960.51
0
0
691
CASH_IN
189,016.81
C2062535434
2,847,419
3,036,435.81
C1644689605
1,381,335.5
1,192,318.69
0
0
691
CASH_IN
179,871.02
C1265380890
3,036,435.81
3,216,306.83
C333330593
893,955.73
714,084.71
0
0
691
CASH_IN
196,746.83
C674866151
3,216,306.83
3,413,053.65
C1863096176
4,136,820.01
3,940,073.18
0
0
691
CASH_IN
328,081.3
C1616478943
3,413,053.65
3,741,134.96
C838601112
1,692,812.34
1,364,731.04
0
0
691
CASH_IN
56,578.27
C1684714053
3,741,134.96
3,797,713.23
C546883360
188,901.72
132,323.45
0
0
691
CASH_IN
407,093.28
C1314675756
3,797,713.23
4,204,806.51
C1934224404
766,551.05
359,457.77
0
0
691
CASH_IN
331,859.23
C723511451
4,204,806.51
4,536,665.73
C1010743018
383,203.01
51,343.78
0
0
691
CASH_IN
176,362.51
C125622365
4,536,665.73
4,713,028.25
C611448865
711,362.42
534,999.91
0
0
691
CASH_IN
330,917.78
C917879405
4,713,028.25
5,043,946.03
C967755051
1,267,256.02
936,338.24
0
0
691
CASH_IN
39,268.83
C446971307
5,043,946.03
5,083,214.86
C2113462821
53,938.84
14,670.01
0
0
691
CASH_IN
158,886.52
C1311458644
5,083,214.86
5,242,101.38
C1332710579
481,358.41
322,471.9
0
0
691
CASH_IN
185,009.93
C796181244
5,242,101.38
5,427,111.3
C240692807
500,613.89
315,603.96
0
0
691
CASH_IN
75,948.61
C881419181
5,427,111.3
5,503,059.91
C734951268
461,672.81
385,724.2
0
0
691
CASH_IN
138,175.4
C259738098
5,503,059.91
5,641,235.32
C721990160
6,610,318.46
6,472,143.06
0
0
691
CASH_IN
262,623.47
C460242092
5,641,235.32
5,903,858.79
C810067968
1,066,502.36
803,878.88
0
0
691
CASH_IN
157,549.12
C302312991
5,903,858.79
6,061,407.91
C1456315571
240,360.89
82,811.78
0
0
691
CASH_IN
192,853.14
C1844405241
6,061,407.91
6,254,261.04
C941384105
237,179.97
44,326.83
0
0
691
CASH_IN
131,139.35
C948867951
6,254,261.04
6,385,400.39
C1981591046
256,178.23
125,038.88
0
0
691
CASH_IN
354,188.9
C1458295566
6,385,400.39
6,739,589.29
C1034396554
2,778,852.65
2,424,663.75
0
0
691
CASH_IN
180,937.46
C1663744986
6,739,589.29
6,920,526.75
C1236460354
1,523,577.99
1,342,640.53
0
0
691
CASH_IN
165,491.8
C1967979757
6,920,526.75
7,086,018.55
C1231911917
1,453,643.28
1,288,151.48
0
0
691
CASH_IN
156,786.77
C966069440
7,086,018.55
7,242,805.32
C961682770
314,954.49
158,167.72
0
0
691
CASH_IN
45,676.32
C837733215
7,242,805.32
7,288,481.64
C983844913
320,255.6
274,579.28
0
0
691
CASH_IN
245,601.27
C128729811
7,288,481.64
7,534,082.91
C1113989897
1,769,637.86
1,524,036.59
0
0
691
CASH_IN
89,500.31
C353729887
7,534,082.91
7,623,583.23
C1622545800
855,297.99
765,797.68
0
0
691
CASH_IN
19,918.77
C83329073
7,623,583.23
7,643,502
C458565677
125,514.71
105,595.94
0
0
691
CASH_IN
200,816.81
C1132726211
7,643,502
7,844,318.81
C275481434
535,930.71
624,145.69
0
0
691
CASH_IN
373,612.41
C643530682
7,844,318.81
8,217,931.21
C506497597
1,375,683.37
1,002,070.96
0
0
691
CASH_IN
144,674.33
C404361643
8,217,931.21
8,362,605.54
C1897484421
4,922,297.69
4,777,623.36
0
0
691
CASH_IN
280,249.45
C542436497
8,362,605.54
8,642,854.99
C1568896864
541,609.52
261,360.07
0
0
691
CASH_IN
277,592.93
C1124949319
8,642,854.99
8,920,447.91
C859498002
1,175,574.26
897,981.33
0
0
691
CASH_IN
123,855.61
C1054235699
8,920,447.91
9,044,303.52
C1113506394
205,813.28
81,957.67
0
0
691
CASH_IN
131,072.01
C1988723979
9,044,303.52
9,175,375.53
C390281769
655,492.56
524,420.55
0
0
691
CASH_IN
122,876.08
C1908330287
9,175,375.53
9,298,251.61
C1666425327
134,528.09
11,652.01
0
0
691
CASH_IN
76,681.62
C1483756346
9,298,251.61
9,374,933.24
C1758642768
2,680,974.02
2,604,292.39
0
0
691
CASH_IN
91,026.26
C1422638019
9,374,933.24
9,465,959.5
C1257520491
126,574.73
35,548.47
0
0
691
CASH_IN
67,267.61
C1859177868
225
67,492.61
C353079736
1,127,986.98
1,060,719.37
0
0
691
PAYMENT
4,618.87
C1762697422
67,492.61
62,873.73
M866375509
0
0
0
0
691
CASH_OUT
46,807.66
C985626433
10,325
0
C1745487448
0
46,807.66
0
0
691
PAYMENT
20,731.62
C1382773047
150,355
129,623.38
M1041345892
0
0
0
0
691
TRANSFER
18,070.58
C329637004
129,623.38
111,552.8
C1617262438
374,782.17
392,852.75
0
0
691
CASH_IN
111,689.18
C1390519494
57,851
169,540.18
C1073829774
447,510.04
335,820.86
0
0
691
CASH_OUT
56,546.81
C1535804772
17,079
0
C1619138445
138,620.15
195,166.96
0
0
691
CASH_OUT
96,765.29
C1757637116
7,312
0
C1087222714
0
96,765.29
0
0
691
CASH_OUT
42,260.63
C1438616020
289,128
246,867.37
C90091132
395,344.21
437,604.84
0
0
691
CASH_IN
112,258.12
C170377265
153,588
265,846.12
C973899639
270,546.44
158,288.32
0
0
691
CASH_OUT
145,231.92
C84530612
109,817
0
C142081381
0
145,231.92
0
0
691
TRANSFER
235,042.35
C1987498080
205,838
0
C793551666
1,147,928.84
1,382,971.19
0
0
691
TRANSFER
34,337.82
C1605244499
0
0
C1792768329
1,291,145.08
1,325,482.9
0
0
691
TRANSFER
336,684.61
C1799119839
0
0
C1772142442
718,902.25
1,055,586.86
0
0
691
TRANSFER
1,873,690.65
C550748025
0
0
C2081285727
10,580,096.56
12,453,787.21
0
0
691
TRANSFER
117,329.68
C1617338067
0
0
C911269101
8,158,572.79
8,275,902.47
0
0
691
TRANSFER
379,849.07
C1339359234
0
0
C311253370
2,642,043.44
3,021,892.51
0
0
691
TRANSFER
1,099,984.68
C1199546556
0
0
C598978466
4,705,389.76
5,805,374.43
0
0
691
TRANSFER
426,984.42
C2062219101
0
0
C1250943702
1,090,059.94
1,517,044.36
0
0
691
TRANSFER
587,722.72
C774799061
0
0
C173984687
9,866,845.27
10,454,567.99
0
0
691
TRANSFER
529,262.13
C1235004930
0
0
C1898190401
1,341,203.73
1,870,465.86
0
0
691
TRANSFER
212,172.5
C1935445453
0
0
C106742598
3,223,953.78
3,436,126.27
0
0
691
TRANSFER
247,092.19
C1587662052
0
0
C336226523
5,038,811.62
5,285,903.81
0
0