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
692
CASH_OUT
166,229.84
C1902392937
0
0
C1172974847
1,069,207.96
1,235,437.8
0
0
692
CASH_OUT
93,369.76
C748499684
0
0
C1288273608
3,726,604.9
3,819,974.66
0
0
692
CASH_OUT
346,616.17
C660388401
0
0
C1234086342
1,006,274.34
1,352,890.51
0
0
692
CASH_OUT
202,545.78
C1309011379
0
0
C1003144549
4,757,044.82
4,959,590.6
0
0
692
CASH_OUT
92,136.92
C511855972
0
0
C1883409487
1,958,046.34
2,050,183.26
0
0
692
CASH_OUT
125,510.69
C1540183618
0
0
C1667730186
175,410.89
300,921.57
0
0
692
CASH_OUT
167,601.27
C419619384
0
0
C1235596555
2,503,722.89
2,671,324.16
0
0
692
CASH_OUT
68,326.22
C2014051550
0
0
C261035998
166,263.68
234,589.9
0
0
692
PAYMENT
12,509.95
C1961785302
192,011
179,501.05
M1168130127
0
0
0
0
692
PAYMENT
1,679.18
C1270708705
26,417
24,737.82
M1819775300
0
0
0
0
692
CASH_OUT
147,360.68
C1797262299
7,171
0
C1581237958
75,779.85
223,140.53
0
0
692
PAYMENT
6,205.13
C751148232
13,709
7,503.87
M202873536
0
0
0
0
692
CASH_OUT
54,253.04
C1547356087
7,503.87
0
C710234887
8,339,146.36
8,393,399.39
0
0
692
CASH_OUT
52,941.58
C925851960
368,598
315,656.42
C913695467
733,033.84
785,975.42
0
0
692
CASH_OUT
57,551.53
C923572425
11,989
0
C1587238975
0
57,551.53
0
0
692
PAYMENT
19,285.03
C134071666
28,976
9,690.97
M225492293
0
0
0
0
692
CASH_IN
91,014.72
C1092234098
16,072
107,086.72
C1976275602
4,205.82
0
0
0
692
PAYMENT
10,306.55
C310585672
16,951
6,644.45
M2075965503
0
0
0
0
692
CASH_OUT
334,154.53
C1932441752
6,559
0
C1406210783
1,656.2
335,810.73
0
0
692
TRANSFER
872,667.57
C1669286964
0
0
C1272396681
990,877.47
1,863,545.04
0
0
692
TRANSFER
39,796.99
C1748885626
0
0
C1887714763
1,251,714.36
1,291,511.35
0
0
692
TRANSFER
262,148.59
C1994309634
0
0
C1877400793
859,637.68
1,121,786.26
0
0
692
CASH_OUT
135,378.47
C1882348601
31,840
0
C296388695
259,082.53
394,461
0
0
692
CASH_OUT
120,633.37
C1773510887
0
0
C63298004
3,947,325.4
4,067,958.77
0
0
692
CASH_OUT
188,547.19
C1854714779
0
0
C538210699
2,688,335.89
2,876,883.09
0
0
692
CASH_OUT
5,917.8
C1859297432
0
0
C1623407179
115,636.86
121,554.65
0
0
692
CASH_OUT
287,017.14
C216263407
0
0
C921079252
742,687.01
1,029,704.15
0
0
692
CASH_OUT
69,843.55
C1209389324
0
0
C1152529273
129,735.53
199,579.08
0
0
692
CASH_OUT
288,606.86
C1133425662
0
0
C1453627920
778,225.52
1,066,832.38
0
0
692
CASH_OUT
98,896.24
C950209911
0
0
C2117052319
1,526,859.91
1,625,756.15
0
0
692
CASH_OUT
183,663.14
C730086430
0
0
C1303494394
859,710.01
1,043,373.15
0
0
692
CASH_OUT
46,105.89
C1300174291
0
0
C938251397
280,419.29
326,525.18
0
0
692
CASH_OUT
305,889.18
C2069384897
0
0
C424669430
3,384,809.42
3,690,698.61
0
0
692
CASH_OUT
101,655.41
C1529887848
0
0
C2061251799
988,523.16
1,090,178.57
0
0
692
CASH_OUT
25,138.49
C1365151708
0
0
C1694908689
1,217,186.79
1,242,325.28
0
0
692
CASH_OUT
366,479.73
C1681574313
0
0
C1073591948
564,711.28
931,191.01
0
0
692
CASH_OUT
46,833.52
C1571663273
0
0
C587648359
141,500.03
188,333.55
0
0
692
CASH_IN
19,100.57
C119806216
227,648
246,748.57
C947318920
0
0
0
0
692
CASH_OUT
60,989.82
C572606047
114,666
53,676.18
C1428669613
0
60,989.82
0
0
692
CASH_IN
103,154.74
C283419699
55,578
158,732.74
C951237508
186,001.53
82,846.79
0
0
692
PAYMENT
107.49
C546603875
158,732.74
158,625.25
M132063776
0
0
0
0
692
PAYMENT
1,748.84
C795119418
158,625.25
156,876.41
M445932505
0
0
0
0
692
PAYMENT
10,925.35
C505373811
156,876.41
145,951.06
M1613732786
0
0
0
0
692
PAYMENT
7,211.26
C1807341010
145,951.06
138,739.8
M1376446935
0
0
0
0
692
PAYMENT
3,767.46
C928199449
138,739.8
134,972.34
M733862986
0
0
0
0
692
PAYMENT
8,936.76
C244292522
134,972.34
126,035.57
M189702141
0
0
0
0
692
PAYMENT
16,037.67
C632008310
126,035.57
109,997.9
M1622243589
0
0
0
0
692
PAYMENT
6,648.06
C303164530
109,997.9
103,349.84
M1843345594
0
0
0
0
692
PAYMENT
421.21
C360702825
103,349.84
102,928.64
M2129516946
0
0
0
0
692
PAYMENT
14,740.85
C1669519425
102,928.64
88,187.79
M2005673571
0
0
0
0
692
PAYMENT
22,968.67
C495118160
88,187.79
65,219.12
M229870651
0
0
0
0
692
PAYMENT
2,952.79
C2022055196
65,219.12
62,266.32
M1848611665
0
0
0
0
692
PAYMENT
3,742.42
C1688027555
62,266.32
58,523.91
M1977535327
0
0
0
0
692
PAYMENT
5,019.6
C1039681029
58,523.91
53,504.31
M794820592
0
0
0
0
692
PAYMENT
13,259.12
C557917153
53,504.31
40,245.19
M583438501
0
0
0
0
692
PAYMENT
16,487.14
C1567699606
40,245.19
23,758.05
M226617015
0
0
0
0
692
PAYMENT
3,556.84
C636981965
23,758.05
20,201.22
M866282862
0
0
0
0
692
PAYMENT
6,723.92
C1737690126
20,201.22
13,477.3
M1696987669
0
0
0
0
692
PAYMENT
13,087.5
C2094890374
9,921
0
M1546954350
0
0
0
0
692
PAYMENT
10,370.32
C599270042
13,049
2,678.68
M1770488234
0
0
0
0
692
CASH_OUT
50,896.71
C2116149329
30,993
0
C1769431364
649,503.71
700,400.41
0
0
692
CASH_IN
115,010.13
C132070957
20,558
135,568.13
C814593945
111,138.1
0
0
0
692
PAYMENT
6,854.62
C1704030398
12,294
5,439.38
M818816887
0
0
0
0
692
TRANSFER
247,079.16
C1100773975
198,685
0
C174915981
0
247,079.16
0
0
692
PAYMENT
28,737.56
C1070340639
10,939
0
M1362532824
0
0
0
0
692
CASH_OUT
107,783.12
C268630294
62,522
0
C2002599344
48,268.33
156,051.46
0
0
692
CASH_IN
253,893.29
C846096259
262,358
516,251.29
C858586506
10,894.59
0
0
0
692
CASH_OUT
187,307.86
C1840090931
181,172
0
C750120774
942,000.31
1,129,308.16
0
0
692
CASH_IN
103,358.62
C145761031
20,395
123,753.62
C1317451961
625,004.79
521,646.17
0
0
692
CASH_IN
184,339.54
C268284238
30,301
214,640.54
C2030725333
26,633.22
0
0
0
692
CASH_IN
104,349.57
C1315872077
178,008
282,357.57
C1696063242
23,167,628.8
23,063,279.23
0
0
692
CASH_OUT
215,368.78
C1337673636
26,188
0
C1298432851
1,100,268.4
1,315,637.18
0
0
692
PAYMENT
7,472
C1176169807
51,591
44,119
M613368579
0
0
0
0
692
CASH_OUT
164,451.69
C514930218
60,569
0
C846558430
1,369,817.24
1,534,268.93
0
0
692
CASH_OUT
236,934.8
C186827839
5,993
0
C572727598
117,789.12
354,723.92
0
0
692
CASH_OUT
182,247.23
C440610945
8,056
0
C1311433994
0
182,247.23
0
0
692
CASH_OUT
138,235.34
C1149955985
25,361
0
C469733112
0
138,235.34
0
0
692
CASH_IN
223,310.77
C1402835276
31,619
254,929.77
C1223790638
309,393.26
86,082.5
0
0
692
CASH_OUT
53,383.5
C1308865596
254,929.77
201,546.27
C258703690
577,785.35
631,168.85
0
0
692
CASH_OUT
151,754.01
C1296515653
201,546.27
49,792.26
C565069723
206,095.54
357,849.55
0
0
692
CASH_OUT
1,404.95
C1579338267
49,792.26
48,387.31
C1711266298
13,952,274.04
13,953,678.99
0
0
692
CASH_OUT
97,581.21
C1628055394
48,387.31
0
C2138847631
7,494,988.58
7,592,569.79
0
0
692
CASH_OUT
6,340.13
C855366955
0
0
C385781764
3,444,263.73
3,450,603.86
0
0
692
CASH_IN
35,244.12
C1163519067
348
35,592.12
C661434214
0
0
0
0
692
CASH_OUT
146,913.6
C224632057
10,336
0
C130711718
217,195.35
364,108.94
0
0
692
PAYMENT
47,029.47
C1029868288
350
0
M1369180930
0
0
0
0
692
CASH_IN
30,888.52
C1542276694
32,320
63,208.52
C995807339
545,756.33
514,867.82
0
0
692
CASH_OUT
204,084.63
C1257807238
63,208.52
0
C1309096284
3,400,082.62
3,604,167.25
0
0
692
TRANSFER
239,941.94
C1667970386
62,144
0
C1565020674
0
239,941.94
0
0
692
CASH_OUT
287,417.59
C1377756710
105,006
0
C2012083383
2,188,055.94
2,475,473.53
0
0
692
CASH_OUT
121,739.55
C1676727749
49,995
0
C581833342
0
121,739.55
0
0
692
CASH_IN
68,061.62
C1844080784
15,611
83,672.62
C234233589
156,014.56
87,952.94
0
0
692
CASH_OUT
121,934.49
C1460734426
505
0
C923915809
0
121,934.49
0
0
692
PAYMENT
4,229.15
C1914432200
15,359
11,129.85
M387995571
0
0
0
0
692
PAYMENT
10,050.15
C703650615
11,129.85
1,079.7
M1995462666
0
0
0
0
692
PAYMENT
23,346.31
C1536209334
30,857
7,510.69
M1318643896
0
0
0
0
692
CASH_IN
74,165.28
C1629403967
41,239
115,404.28
C1365458943
0
0
0
0
692
CASH_IN
251,596.61
C366645022
248,237
499,833.61
C2040537848
129,056.79
0
0
0
692
PAYMENT
5,949.53
C1259962642
25,720
19,770.47
M1120763361
0
0
0
0
692
CASH_OUT
147,431.35
C1453257156
19,770.47
0
C581279560
1,078,946.11
1,226,377.46
0
0