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
710
CASH_OUT
466,051.81
C286704015
53,211
0
C353391628
853,433.6
1,319,485.4
0
0
710
PAYMENT
24,154.2
C200265661
10,994
0
M849607459
0
0
0
0
710
PAYMENT
25,396.44
C493542101
53,048
27,651.56
M987200078
0
0
0
0
710
TRANSFER
314,897.09
C1336989838
656
0
C1422942853
1,597,957.6
1,912,854.69
0
0
710
CASH_IN
21,893.01
C1650935992
40,692
62,585.01
C1062990251
428,293.38
406,400.37
0
0
710
PAYMENT
1,296.22
C697342547
42,028
40,731.78
M680820773
0
0
0
0
710
CASH_IN
299,482.91
C1630095633
70,848
370,330.91
C1684568547
87,727.5
0
0
0
710
PAYMENT
5,529.41
C970190596
25,270
19,740.59
M347912303
0
0
0
0
710
CASH_IN
77,979.68
C405116789
10,234
88,213.68
C707768709
83,339.79
5,360.11
0
0
710
CASH_OUT
256,866.25
C862921889
21,079
0
C1435583470
403,750.29
660,616.54
0
0
710
CASH_OUT
680,337.79
C367154695
100,587
0
C830444320
841,994.6
1,522,332.39
0
0
710
PAYMENT
22,973.81
C1693252372
29,849
6,875.19
M1355171523
0
0
0
0
710
PAYMENT
14,647.71
C440805974
140,281
125,633.29
M496174455
0
0
0
0
710
CASH_OUT
172,690.46
C505702794
6,825
0
C900168231
324,368.89
497,059.35
0
0
710
CASH_IN
317,739.35
C2092356819
240
317,979.35
C1305219704
336,308.94
18,569.59
0
0
710
TRANSFER
140,799.53
C1460225417
346
0
C225147672
95,186.89
235,986.42
0
0
710
CASH_OUT
120,128.71
C1379158690
10,225
0
C943810209
244,617.12
364,745.83
0
0
710
CASH_IN
249,589.96
C1877016919
274
249,863.96
C1325732853
190,664.22
0
0
0
710
PAYMENT
3,601.16
C633032756
16,915
13,313.84
M948141063
0
0
0
0
710
CASH_IN
150,903.61
C1217544431
302,179
453,082.61
C175382361
6,984,974.26
6,834,070.65
0
0
710
PAYMENT
16,205.37
C790502163
35,093
18,887.63
M1356583988
0
0
0
0
710
PAYMENT
33,198.18
C1939597676
21,412
0
M701782728
0
0
0
0
710
DEBIT
9,993.14
C1993153122
29,873
19,879.86
C2075293285
667,924.73
677,917.87
0
0
710
CASH_OUT
57,844.24
C2025392891
17,642
0
C1331708262
0
57,844.24
0
0
710
PAYMENT
16,305.05
C1413827593
690
0
M1607224915
0
0
0
0
710
PAYMENT
26,695.31
C1095520706
16,181
0
M1905423810
0
0
0
0
710
PAYMENT
24,747.31
C256461565
18,451
0
M852108177
0
0
0
0
710
PAYMENT
2,019.48
C296461899
23,492
21,472.52
M1945497049
0
0
0
0
710
CASH_OUT
194,843.89
C917393400
20,134
0
C1636733298
15,557.08
210,400.97
0
0
710
CASH_OUT
543,406.4
C1427842071
61,312
0
C285412791
1,061,077.87
1,604,484.27
0
0
710
TRANSFER
453,259.15
C424564993
14,065
0
C1618916249
288,527.1
741,786.25
0
0
710
TRANSFER
827,253.5
C1166664916
27,201
0
C1190512692
39,084.94
866,338.44
0
0
710
CASH_OUT
138,050.39
C27046418
172,720
34,669.61
C216477393
171,191.3
309,241.69
0
0
710
CASH_OUT
580,639.45
C229311914
6,039
0
C1571525739
92,030.98
672,670.43
0
0
710
DEBIT
8,116.73
C1715913551
51,021
42,904.27
C541552014
11,177,267.46
11,185,384.19
0
0
710
CASH_OUT
33,091.87
C1826829335
43,186
10,094.13
C221805227
143,984.03
177,075.9
0
0
710
TRANSFER
789,995.02
C143329211
15,047
0
C1839671865
0
789,995.02
0
0
710
CASH_OUT
136,892.2
C1574487381
10,810
0
C145534305
52,177.16
189,069.36
0
0
710
CASH_IN
2,765.19
C223619354
94,565
97,330.19
C1791062342
0
0
0
0
710
CASH_IN
308,172
C2028140331
149,018
457,190
C362290414
3,461,432.21
3,153,260.2
0
0
710
PAYMENT
14,754.64
C679776595
15,200
445.36
M871177083
0
0
0
0
710
CASH_OUT
131,824.01
C534640869
3,671
0
C617552565
538,931.05
670,755.06
0
0
710
CASH_OUT
237,806.77
C1894322074
21,109
0
C955837243
677,445.89
915,252.65
0
0
710
CASH_IN
121,823.99
C2087388893
75,001
196,824.99
C458314352
958,102.02
836,278.03
0
0
710
TRANSFER
370,254.27
C654765288
10,294
0
C843574398
0
370,254.27
0
0
710
CASH_OUT
184,394.7
C1475097149
15,554
0
C184163720
6,189,045.26
6,373,439.96
0
0
710
TRANSFER
693,529.63
C1866560133
50,317
0
C1830590677
0
693,529.63
0
0
710
CASH_OUT
271,668.64
C1270402142
202,450
0
C1383815795
6,078,787.09
6,350,455.73
0
0
710
CASH_OUT
296,125.53
C1531517037
26,176
0
C283197040
904,132.97
1,200,258.5
0
0
710
TRANSFER
40,993.96
C1828893923
316,168
275,174.04
C1618662243
201,511.13
242,505.1
0
0
710
CASH_IN
286,309.69
C162739868
34,691
321,000.69
C982347074
524,483.81
238,174.12
0
0
710
PAYMENT
3,722.96
C73716168
10,019
6,296.04
M402467673
0
0
0
0
710
TRANSFER
73,033.03
C1864376553
20,116
0
C823059359
352,224.5
425,257.53
0
0
710
CASH_OUT
196,193.75
C2142764103
13,950
0
C373258406
19,178.91
215,372.66
0
0
710
TRANSFER
708,916.9
C1568643304
20,075
0
C1270369828
0
708,916.9
0
0
710
CASH_OUT
134,580.97
C589744125
32,406
0
C573331088
358,082.74
492,663.7
0
0
710
CASH_OUT
51,229.69
C1299155992
52,671
1,441.31
C634647014
203,313.74
254,543.42
0
0
710
PAYMENT
2,760.52
C226104374
9,113
6,352.48
M753104297
0
0
0
0
710
CASH_OUT
15,315.51
C971982567
187,841
172,525.49
C210468418
2,155,412.14
2,170,727.65
0
0
710
CASH_IN
71,591.04
C147915406
25
71,616.04
C1242153300
0
0
0
0
710
CASH_OUT
47,980.03
C1440185350
203,571
155,590.97
C1233421466
7,628.34
55,608.37
0
0
710
CASH_OUT
217,470.99
C1655575848
40,110
0
C2072412185
22,976.21
240,447.2
0
0
710
CASH_OUT
13,366.16
C557166564
51,058
37,691.84
C816938708
27,189.79
40,555.95
0
0
710
CASH_OUT
249,122.81
C560991294
22,895
0
C1597348236
0
249,122.81
0
0
710
PAYMENT
47,092.82
C1328116570
5,040
0
M1572612290
0
0
0
0
710
PAYMENT
23,531.87
C1375401502
134
0
M1883898339
0
0
0
0
710
CASH_IN
234,702.25
C1962745619
237
234,939.25
C1582482288
474,143.41
239,441.16
0
0
710
PAYMENT
47,468.22
C1211880310
352
0
M1316460137
0
0
0
0
710
CASH_OUT
147,326.56
C1846723421
114,367
0
C985524518
1,745,634.05
1,892,960.61
0
0
710
PAYMENT
14,784.23
C1921731595
118
0
M1690145103
0
0
0
0
710
TRANSFER
1,371,322
C378242927
1,371,322
0
C601312976
0
0
1
0
710
CASH_OUT
1,371,322
C1853601480
1,371,322
0
C1980684210
4,122,709.36
5,494,031.36
1
0
710
CASH_OUT
321,380.33
C1178092568
3,037
0
C1064084439
0
321,380.33
0
0
710
CASH_OUT
223,666.96
C1317503609
48,679
0
C38575329
337,770.94
561,437.9
0
0
710
CASH_OUT
6,271.21
C83739705
1,033
0
C1494708254
5,455,771.89
5,462,043.1
0
0
710
PAYMENT
10,641.53
C931393432
2,254
0
M866088436
0
0
0
0
710
CASH_OUT
303,178.61
C1098493364
100,731
0
C1956871856
305,937.67
609,116.28
0
0
710
CASH_IN
187,432.97
C735016366
3,280
190,712.97
C1721339502
559,689.61
372,256.63
0
0
710
CASH_OUT
101,872.9
C51945568
106
0
C2034012437
0
101,872.9
0
0
710
CASH_OUT
350,482.41
C1272988962
26,597
0
C666719089
0
350,482.41
0
0
710
CASH_OUT
129,058.65
C1199064551
3,462
0
C13581039
55,502.79
184,561.45
0
0
710
CASH_OUT
613,026.49
C390736547
27,490
0
C750415584
649,978.33
1,263,004.82
0
0
710
CASH_OUT
93,963.44
C1368888202
20,972
0
C481688099
594,311.27
688,274.72
0
0
710
CASH_OUT
165,172.87
C412554703
165
0
C1589171704
593,806.83
758,979.71
0
0
710
TRANSFER
185,079.22
C491076679
65,526
0
C4767547
38,988.44
224,067.66
0
0
710
CASH_OUT
171,946.98
C1528562302
1,200
0
C1352945290
35,221.92
207,168.91
0
0
710
PAYMENT
971.76
C914018644
6,051
5,079.24
M384013113
0
0
0
0
710
CASH_OUT
273,043.67
C586166950
199,443
0
C805216927
15,145.71
288,189.38
0
0
710
CASH_IN
182,267.99
C432331636
10,010
192,277.99
C1050205757
423,459.01
241,191.02
0
0
710
CASH_IN
370,834.1
C2035566953
64,076
434,910.1
C143369837
0
0
0
0
710
PAYMENT
6,373.83
C1931769633
159,352
152,978.17
M1348603617
0
0
0
0
710
CASH_OUT
73,023.73
C1875013858
12,154
0
C246939550
15,750.32
88,774.06
0
0
710
CASH_IN
107,583.99
C881222514
516
108,099.99
C1067292390
0
0
0
0
710
CASH_OUT
390,973.84
C1691060156
4,097
0
C230743581
1,225,787.67
1,616,761.51
0
0
710
CASH_OUT
140,911.34
C605980866
11,138
0
C66952991
0
140,911.34
0
0
710
CASH_OUT
204,118.67
C1478994371
11,441
0
C862011760
5,371.3
209,489.98
0
0
710
CASH_OUT
284,672.51
C1606274118
20,424
0
C1803133418
447,149.47
731,821.99
0
0
710
PAYMENT
18,275.06
C1744000618
764
0
M930843342
0
0
0
0
710
PAYMENT
13,550.59
C1383552083
24,488
10,937.41
M1662614951
0
0
0
0
710
CASH_OUT
132,173.36
C505685928
23,387
0
C125790781
0
132,173.36
0
0