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
CASH_OUT
162,724.43
C503968073
0
0
C746359178
233,766.75
1,793,011.1
0
0
8
CASH_OUT
111,739.82
C558096369
0
0
C1001367899
513,575
129,782.95
0
0
8
CASH_OUT
99,749.85
C250519465
0
0
C1643855278
9,879,695.32
9,680,855.68
0
0
8
CASH_OUT
41,942.38
C1672964445
0
0
C145693769
92,329.79
177,296.65
0
0
8
CASH_OUT
125,384.43
C853893083
0
0
C1967017653
148,620.28
171,749.05
0
0
8
CASH_OUT
86,011.8
C224829985
0
0
C2067466390
223,148.19
1,178,249.03
0
0
8
CASH_OUT
35,214.93
C1997502451
0
0
C977993101
2,691,943.18
3,373,302.83
0
0
8
CASH_OUT
240,003.92
C791287246
0
0
C1589477624
1,102,754.36
0
0
0
8
CASH_OUT
662,371.82
C933858423
0
0
C2109470512
941,410.45
6,787,849.45
0
0
8
CASH_OUT
171,575.04
C258361097
0
0
C312537393
1,001,709.03
4,810,603.67
0
0
8
CASH_OUT
5,267.49
C56236537
0
0
C1800405372
71,795.18
69,119.09
0
0
8
CASH_OUT
529,000.7
C2090985529
0
0
C1852790850
637,147.55
1,633,434.42
0
0
8
CASH_OUT
464,959.01
C126880238
0
0
C1647754924
786,543.3
1,563,660.85
0
0
8
CASH_OUT
104,395.88
C989026330
0
0
C1948471365
4,828,534.89
4,628,857.24
0
0
8
CASH_OUT
322,130.41
C1765088108
0
0
C447691425
3,935,378.69
6,795,453.82
0
0
8
CASH_OUT
279,760.69
C438752851
0
0
C1340123681
284,653.41
824,371.62
0
0
8
CASH_OUT
270,604.9
C494822272
0
0
C1284149862
669,984.15
2,465,823.51
0
0
8
CASH_OUT
321,846.29
C1038998461
0
0
C77652925
441,968.23
202,111.66
0
0
8
CASH_OUT
135,588.68
C2093111575
0
0
C175291188
147,109.2
20,917.86
0
0
8
CASH_OUT
7,690.63
C1358597266
0
0
C265184085
22,124
567,756.32
0
0
8
CASH_OUT
49,687.68
C1047959406
0
0
C1241878571
99,374
1,367,524.98
0
0
8
CASH_OUT
15,736.73
C1838519086
0
0
C667504652
2,124,014.56
2,175,372
0
0
8
PAYMENT
4,084.15
C66151786
20,446
16,361.85
M124516250
0
0
0
0
8
PAYMENT
8,257.17
C221040126
35,833
27,575.83
M1281434518
0
0
0
0
8
CASH_OUT
34,868.61
C1152632133
32,034.65
0
C1032986144
57,839.79
0
0
0
8
CASH_OUT
502,613.65
C482098542
0
0
C526035976
786,212.97
404,380.68
0
0
8
CASH_OUT
314,471.53
C2006208570
0
0
C499052031
316,790.12
61,997.79
0
0
8
CASH_OUT
374,633.64
C850174157
12,175
0
C447680780
0
238,963.55
0
0
8
TRANSFER
505,358.1
C1760543280
10,877
0
C1878704627
10,300
499,861.81
0
0
8
TRANSFER
55,649.46
C365286670
39,149
0
C932634391
11,457
67,106.46
0
0
8
PAYMENT
6,918.38
C1082475020
25,700
18,781.62
M402139161
0
0
0
0
8
PAYMENT
7,419.45
C17860244
18,781.62
11,362.17
M977690141
0
0
0
0
8
CASH_OUT
72,603.67
C1354366587
15,669
0
C1348669431
12,748.51
0
0
0
8
PAYMENT
2,090.04
C106413205
10,013
7,922.96
M58109677
0
0
0
0
8
CASH_OUT
127,608.29
C189316648
76,436
0
C1453795463
0
194,708.66
0
0
8
PAYMENT
860.53
C337498908
198
0
M798324254
0
0
0
0
8
CASH_OUT
217,397.62
C430093511
372,934
155,536.38
C434091818
17,281.01
348,355.58
0
0
8
CASH_IN
219,614.79
C1465249829
823,764.19
1,043,378.99
C481061455
11,665
0
0
0
8
PAYMENT
15,134.66
C757746912
1,043,378.99
1,028,244.32
M697039581
0
0
0
0
8
CASH_OUT
114,121.6
C629372839
20,042
0
C1728766751
2,927,689.13
6,385,532.2
0
0
8
CASH_OUT
94,107.2
C1571782634
20,816
0
C1519716618
0
94,107.2
0
0
8
PAYMENT
10,664.82
C572351987
205,372
194,707.18
M1412836991
0
0
0
0
8
PAYMENT
765.33
C1781945617
20,683
19,917.67
M1287661458
0
0
0
0
8
CASH_OUT
213,638.58
C87814404
19,917.67
0
C2110180989
1,283,562.85
0
0
0
8
CASH_IN
559.02
C1620795914
44,867.29
45,426.31
C1859795678
482,987.13
282,742.76
0
0
8
PAYMENT
2,474.66
C954023381
45,426.31
42,951.65
M1978429931
0
0
0
0
8
TRANSFER
357,062.79
C797248899
11,379
0
C1926673338
2,093,168.81
2,125,199.85
0
0
8
TRANSFER
344,841.88
C339063115
16,710
0
C1991252420
188,171.99
1,241,717.95
0
0
8
CASH_OUT
409,852.02
C1171723661
0
0
C35263828
411,997.35
0
0
0
8
CASH_IN
190,759.18
C1394755573
12,879
203,638.18
C161140376
232,118.77
166,122.68
0
0
8
PAYMENT
5,140.56
C1422700807
35,158
30,017.44
M1842015548
0
0
0
0
8
PAYMENT
6,539.6
C281867893
312
0
M1368397430
0
0
0
0
8
PAYMENT
6,020.77
C1625670090
20,983
14,962.23
M1526494183
0
0
0
0
8
PAYMENT
3,834.03
C762599827
11,202
7,367.97
M2080819693
0
0
0
0
8
CASH_OUT
356,938.76
C841198646
7,367.97
0
C1760872167
1,362,274.01
2,114,173.93
0
0
8
TRANSFER
16,238.71
C200901342
370,047.6
353,808.89
C690031047
0
16,238.71
0
0
8
PAYMENT
10,947.44
C72280819
353,808.89
342,861.45
M1322062390
0
0
0
0
8
PAYMENT
9,914.22
C1637893573
129
0
M638112861
0
0
0
0
8
PAYMENT
8,344.2
C1440922397
146
0
M1939365685
0
0
0
0
8
PAYMENT
1,000
C276144878
461
0
M1891575425
0
0
0
0
8
PAYMENT
8,009.07
C809849304
0
0
M18202898
0
0
0
0
8
PAYMENT
2,840.84
C1011511564
79,786
76,945.16
M902353706
0
0
0
0
8
CASH_OUT
187,624.6
C790204378
19,895
0
C403254166
49,680
987,888.66
0
0
8
CASH_OUT
102,501.63
C11257466
626,790
524,288.37
C1943516848
0
223,275.54
0
0
8
TRANSFER
483,181.51
C1862665586
486
0
C51626955
187,365.39
1,129,092.65
0
0
8
PAYMENT
6,551.07
C472173115
410,815.56
404,264.49
M2141249850
0
0
0
0
8
PAYMENT
11,934.14
C568746146
404,264.49
392,330.35
M2115292281
0
0
0
0
8
PAYMENT
2,751.54
C1155245202
392,330.35
389,578.81
M1007297538
0
0
0
0
8
PAYMENT
70.01
C779853905
1,895
1,824.99
M1993660131
0
0
0
0
8
CASH_OUT
141,945.97
C1865548703
1,824.99
0
C189963646
1,638,659.86
1,592,418.7
0
0
8
PAYMENT
6,073.86
C49610831
83,584.31
77,510.46
M1904169320
0
0
0
0
8
PAYMENT
7,855.05
C558686826
77,510.46
69,655.41
M1578967847
0
0
0
0
8
CASH_OUT
125,237.79
C1950398419
731
0
C563780374
0
283,774.63
0
0
8
CASH_IN
207,307.83
C2143247394
0
207,307.83
C1373172466
4,581,774.74
4,791,597.89
0
0
8
CASH_IN
182,960.45
C958840333
207,307.83
390,268.28
C863811613
8,342,230.56
14,247,328.87
0
0
8
CASH_IN
329,058.25
C236303893
390,268.28
719,326.53
C1234059684
654,252.93
588,641.6
0
0
8
CASH_IN
166,360.24
C2140829227
719,326.53
885,686.76
C2040656033
1,204,283.66
8,124,431.39
0
0
8
CASH_IN
193,532.82
C2051111862
885,686.76
1,079,219.58
C127252077
361,258.81
309,837.2
0
0
8
CASH_IN
24,217.05
C1981510693
1,079,219.58
1,103,436.63
C1750665229
153,107.17
132,596.48
0
0
8
CASH_IN
70,915
C1436406253
1,103,436.63
1,174,351.63
C323761934
87,544.34
16,629.35
0
0
8
CASH_IN
262,781.96
C2040188507
1,174,351.63
1,437,133.59
C1434389049
823,319.1
0
0
0
8
CASH_IN
95,066.23
C142050837
1,437,133.59
1,532,199.82
C265108079
2,496,500.77
4,937,135.42
0
0
8
CASH_IN
58,034.83
C635466082
1,532,199.82
1,590,234.65
C1494895909
1,055,626.49
1,362,678.43
0
0
8
CASH_IN
117,740.47
C516542090
1,590,234.65
1,707,975.12
C515132998
2,006,263.87
4,460,317.7
0
0
8
CASH_IN
234,947.49
C823010078
1,707,975.12
1,942,922.6
C728885526
509,988.94
608,211.84
0
0
8
CASH_IN
180,947.14
C92101636
1,942,922.6
2,123,869.74
C450960851
247,436.76
121,150.57
0
0
8
CASH_IN
92,163.49
C598754984
2,123,869.74
2,216,033.24
C185503802
280,468.37
188,304.88
0
0
8
CASH_IN
55,413.94
C1943888330
2,216,033.24
2,271,447.18
C1202306289
132,813.59
93,878.45
0
0
8
CASH_IN
149,576.91
C856406652
2,271,447.18
2,421,024.08
C1759482496
1,341,088.37
2,912,335.58
0
0
8
CASH_IN
263,348.83
C1559846245
2,421,024.08
2,684,372.92
C1103621993
604,636.93
129,998.25
0
0
8
CASH_IN
22,195.73
C2111690068
2,684,372.92
2,706,568.65
C1458121951
25,242
4,129.05
0
0
8
CASH_IN
13,730.3
C1695950868
2,706,568.65
2,720,298.95
C1683963531
34,992.21
0
0
0
8
CASH_IN
36,919.32
C195081872
2,720,298.95
2,757,218.27
C571113365
1,959,526.51
2,153,659.33
0
0
8
CASH_IN
54,790.62
C488947956
2,757,218.27
2,812,008.89
C242131142
113,312.23
58,521.62
0
0
8
CASH_IN
51,546.54
C239124849
2,812,008.89
2,863,555.43
C1276319779
461,697.76
233,780.87
0
0
8
CASH_IN
64,099.93
C1514282533
2,863,555.43
2,927,655.37
C1144527317
139,777.3
0
0
0
8
CASH_IN
110,074.26
C1423456203
2,927,655.37
3,037,729.63
C716442925
219,360.56
4,271,358.73
0
0
8
CASH_IN
434,538.2
C1874882244
3,037,729.63
3,472,267.82
C609116570
475,694.52
41,156.33
0
0
8
CASH_IN
116,443.3
C1736667396
3,472,267.82
3,588,711.12
C1570076320
232,101.11
1,352,815.49
0
0
8
CASH_IN
240,647.6
C763029735
3,588,711.12
3,829,358.72
C288106800
429,709.65
147,892.68
0
0