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
410,283.93
C1255460232
4,068
0
C117403789
0
557,678.98
0
0
9
CASH_IN
393,756.77
C1683095261
10,348
404,104.77
C48693770
0
0
0
0
9
CASH_IN
191,166.74
C1433375298
14,469
205,635.74
C1567372422
10,135.61
0
0
0
9
CASH_IN
72,824.83
C731058669
49,163
121,987.83
C1632128239
15,693
0
0
0
9
CASH_IN
267,527.5
C1195848090
86,433
353,960.5
C1360092022
0
0
0
0
9
CASH_OUT
572,229.51
C747346105
10,657
0
C1825174365
7,231,141.56
7,414,244.25
0
0
9
PAYMENT
12,285.88
C90174184
283,393
271,107.12
M913344471
0
0
0
0
9
CASH_OUT
230,836.62
C1212529506
43,464
0
C369995514
253,909
484,745.62
0
0
9
PAYMENT
20,164.7
C956017795
4,994
0
M1112129990
0
0
0
0
9
CASH_IN
72,921.44
C1882564711
11,208
84,129.44
C243194708
2,094,070.92
2,470,538.39
0
0
9
PAYMENT
6,614.07
C365855656
84,129.44
77,515.37
M1882503718
0
0
0
0
9
PAYMENT
3,805.7
C2097091095
77,515.37
73,709.67
M567606143
0
0
0
0
9
PAYMENT
7,401.33
C1088876334
73,709.67
66,308.34
M357996702
0
0
0
0
9
CASH_IN
75,430.66
C297619337
9,773.56
85,204.22
C1515704208
16,235,140.61
16,024,153.27
0
0
9
PAYMENT
1,701.75
C389300674
85,204.22
83,502.47
M1616663445
0
0
0
0
9
CASH_IN
366,934.28
C1106224488
5,055
371,989.28
C58642425
504,448.78
137,514.5
0
0
9
PAYMENT
3,222.57
C987065307
51,743
48,520.43
M265950994
0
0
0
0
9
CASH_IN
61,849.43
C228081031
134,624
196,473.43
C1643855278
9,326,960.7
9,265,111.27
0
0
9
CASH_IN
414,037.54
C828382649
19,813
433,850.54
C306551185
254,009.94
0
0
0
9
CASH_IN
74,553.11
C553264125
51,569
126,122.11
C1582765215
5,701,170.14
5,626,617.03
0
0
9
PAYMENT
44,445.14
C2143797879
65,601
21,155.86
M864009229
0
0
0
0
9
PAYMENT
2,041.3
C46395918
21,155.86
19,114.56
M1943522400
0
0
0
0
9
PAYMENT
7,152.79
C843213847
128
0
M2090017158
0
0
0
0
9
PAYMENT
3,655.9
C1633550232
0
0
M740596511
0
0
0
0
9
CASH_OUT
115,008.23
C220686424
20,746
0
C254839817
0
115,008.23
0
0
9
CASH_OUT
216,312.52
C1750984555
0
0
C2030800545
743,645.6
959,958.13
0
0
9
CASH_IN
273,670
C1727161543
30,104
303,774
C1568059495
308,592.52
34,922.52
0
0
9
PAYMENT
20,072.68
C1845946213
303,774
283,701.32
M1481979733
0
0
0
0
9
CASH_IN
132,842.16
C1597306251
867,056.74
999,898.9
C289045778
893,630.25
965,859.43
0
0
9
PAYMENT
2,139.67
C714434294
999,898.9
997,759.23
M1936818446
0
0
0
0
9
PAYMENT
13,625.87
C49282986
997,759.23
984,133.35
M2047855313
0
0
0
0
9
PAYMENT
21,714.46
C2074915248
21,558
0
M69875258
0
0
0
0
9
CASH_IN
32,899.55
C2034604986
15,706
48,605.55
C1400804351
0
0
0
0
9
CASH_OUT
137,861.81
C2098765569
22,077
0
C1453795463
194,708.66
332,570.47
0
0
9
TRANSFER
3,416,041.41
C1663537187
48,127
0
C1506782127
284,229.11
4,154,131.22
0
0
9
PAYMENT
11,524.87
C912912795
551
0
M1663313063
0
0
0
0
9
CASH_OUT
607,318.44
C1526550357
58,789.25
0
C1816201398
106,737.98
1,361,348.59
0
0
9
CASH_OUT
101,430.74
C92568225
0
0
C1673971173
1,118,721
1,220,151.74
0
0
9
CASH_OUT
94,507.78
C2081994403
0
0
C1599377459
282,508
377,015.78
0
0
9
CASH_OUT
283,737.02
C1054581915
0
0
C1982422889
2,082,115.51
2,365,852.53
0
0
9
CASH_OUT
182,817.12
C242013170
0
0
C979818878
285,011.29
467,828.41
0
0
9
CASH_OUT
265,021.6
C672915948
0
0
C524804429
1,415,040.04
1,680,061.63
0
0
9
CASH_OUT
549,970.04
C286259170
0
0
C1966562224
1,270,870.54
1,820,840.59
0
0
9
CASH_OUT
52,171.12
C1922266660
0
0
C547532271
66,460
118,631.12
0
0
9
CASH_OUT
281,821.37
C445171911
0
0
C1012785532
612,175.47
814,003.23
0
0
9
CASH_OUT
134,030.82
C1844137723
0
0
C1477979030
11,875,848.5
12,009,879.32
0
0
9
PAYMENT
8,020.68
C53806147
10,936
2,915.32
M1795055703
0
0
0
0
9
PAYMENT
2,664.24
C921457471
183,975.35
181,311.11
M29839247
0
0
0
0
9
CASH_OUT
609,122.55
C721110248
181,311.11
0
C380242442
655,594.97
1,264,717.51
0
0
9
CASH_OUT
226,386.25
C866018616
19,895
0
C1623312606
22,583
248,969.25
0
0
9
PAYMENT
12,100.46
C1732226527
0
0
M1556032896
0
0
0
0
9
PAYMENT
12,067.89
C747896571
0
0
M1818556916
0
0
0
0
9
CASH_IN
203,998.24
C1991237874
1,760
205,758.24
C284829454
0
0
0
0
9
CASH_IN
31,903.09
C1406734474
41,940
73,843.09
C1984192708
1,609,497.61
1,577,594.52
0
0
9
CASH_OUT
168,149.64
C1619937324
25,374
0
C1791561308
0
168,149.64
0
0
9
PAYMENT
10,161.95
C737060496
63,653
53,491.05
M575634287
0
0
0
0
9
CASH_OUT
55,174.75
C956916460
137,950
82,775.25
C1567038734
59,434.53
114,609.27
0
0
9
CASH_OUT
813,339.47
C726958793
10,480
0
C1245472829
0
813,339.47
0
0
9
TRANSFER
306,070.86
C1976593173
20,694
0
C791767143
0
202,747.64
0
0
9
CASH_OUT
168,175.26
C740156099
29,399
0
C734211754
43,641.59
211,816.85
0
0
9
PAYMENT
17,950.61
C1584524206
2,152
0
M1362917475
0
0
0
0
9
PAYMENT
18,531.15
C667036050
0
0
M1686817875
0
0
0
0
9
CASH_OUT
45,886.13
C905406455
22,956
0
C2010664081
40,928.76
86,814.89
0
0
9
CASH_OUT
149,733.53
C121302602
103
0
C1663165083
415,234.36
564,967.89
0
0
9
PAYMENT
1,286.71
C822266246
0
0
M56128417
0
0
0
0
9
PAYMENT
15,815.73
C228488418
0
0
M1569100709
0
0
0
0
9
CASH_OUT
59,779.42
C2062499690
11,514
0
C1256392652
1,898,168.47
2,073,640.46
0
0
9
TRANSFER
1,376,544.64
C980066029
5,126
0
C323745438
41,675
1,418,219.64
0
0
9
PAYMENT
33,911.92
C1143854118
268,311.53
234,399.62
M769617085
0
0
0
0
9
CASH_OUT
280,632.07
C776475139
234,399.62
0
C1256732367
1,564,770.58
1,845,402.66
0
0
9
CASH_OUT
243,502.48
C1077636305
0
0
C525425627
270,580.7
514,083.17
0
0
9
CASH_OUT
397,284.95
C1780288532
82,291
0
C243591785
207,602.14
604,887.09
0
0
9
PAYMENT
21,463.67
C1014050670
0
0
M1380449001
0
0
0
0
9
CASH_OUT
124,425.49
C1233213844
10,643
0
C1746371201
606,335.61
730,761.1
0
0
9
CASH_OUT
240,608.11
C1274970396
0
0
C1629709129
317,588.81
558,196.92
0
0
9
CASH_IN
25,911.61
C2118245714
32,211
58,122.61
C1979576380
0
0
0
0
9
CASH_IN
527,994.19
C322756801
463
528,457.19
C936047452
3,744.12
0
0
0
9
CASH_OUT
114,144.63
C1345476299
302,931
188,786.37
C195418285
3,040
117,184.63
0
0
9
CASH_OUT
198,742.04
C1870384048
31,512
0
C1381128261
54,561.62
253,303.67
0
0
9
PAYMENT
10,995.22
C522203200
59,691
48,695.78
M1810817421
0
0
0
0
9
CASH_IN
181,844.92
C698906165
154,516
336,360.92
C1649449847
0
549,179.21
0
0
9
PAYMENT
16,769.07
C415178491
780,847.67
764,078.59
M100896668
0
0
0
0
9
TRANSFER
390,496.72
C444458072
764,078.59
373,581.88
C1194807938
940,560.25
1,366,138.56
0
0
9
PAYMENT
37,132.64
C1879978236
38
0
M279355584
0
0
0
0
9
TRANSFER
2,051,137.22
C180597287
37,702
0
C1474120649
152,872.38
2,204,009.6
0
0
9
PAYMENT
12,315.74
C2146027523
10,802
0
M2128715474
0
0
0
0
9
TRANSFER
191,881.89
C1533313390
85,699
0
C1365666520
10,312
202,193.89
0
0
9
CASH_IN
227,167.03
C1277248175
184,902
412,069.03
C273797218
41,155
0
0
0
9
PAYMENT
18,225.61
C2109285112
100,886
82,660.39
M257696915
0
0
0
0
9
PAYMENT
1,715.38
C1892465639
198,057
196,341.62
M910076779
0
0
0
0
9
PAYMENT
4,851.6
C44360118
20,230
15,378.4
M1815225805
0
0
0
0
9
CASH_OUT
217,991.18
C2041882671
79,716
0
C825725191
0
217,991.18
0
0
9
PAYMENT
10,289.93
C974270849
259,151.9
248,861.97
M530505252
0
0
0
0
9
TRANSFER
1,150,290.02
C1660918871
248,861.97
0
C264575974
3,122,825.05
4,273,115.07
0
0
9
CASH_OUT
466,713.19
C1054254583
72,705
0
C1375280409
280,121.99
746,835.18
0
0
9
CASH_IN
175,090.04
C358811029
30,310
205,400.04
C419549865
11,009
0
0
0
9
PAYMENT
15,625.14
C2087032547
169
0
M1650892828
0
0
0
0
9
PAYMENT
11,679.59
C1762937018
0
0
M1683404704
0
0
0
0
9
PAYMENT
20,677.79
C886372167
0
0
M1676003201
0
0
0
0
9
PAYMENT
12,165.81
C687805151
0
0
M2034588631
0
0
0
0