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
2,160.35
C1356474974
814.49
0
M1063164942
0
0
0
0
691
TRANSFER
371,656.47
C476292258
193,632
0
C1187105134
0
371,656.47
0
0
691
PAYMENT
2,558.82
C1113830334
540
0
M1131080054
0
0
0
0
691
PAYMENT
5,763.2
C136291321
0
0
M156782828
0
0
0
0
691
PAYMENT
5,215.54
C1459219514
0
0
M1112317642
0
0
0
0
691
CASH_IN
61,439.53
C934931729
20,108
81,547.53
C1706407778
56,447.65
0
0
0
691
PAYMENT
1,358.64
C2091713594
81,547.53
80,188.89
M1705820073
0
0
0
0
691
CASH_OUT
97,901.44
C1135658776
20,696
0
C76588679
809,593.82
907,495.26
0
0
691
PAYMENT
7,234.56
C999910170
40,392
33,157.44
M796996743
0
0
0
0
691
CASH_OUT
38,774.62
C802195241
10,631
0
C1813044496
0
38,774.62
0
0
691
CASH_IN
134,212.51
C1780293068
509,281
643,493.51
C537370937
0
0
0
0
691
CASH_IN
142,631.22
C439122478
643,493.51
786,124.73
C665780334
274,121.82
131,490.6
0
0
691
CASH_IN
117,687.42
C1018122464
786,124.73
903,812.14
C1640631447
1,170,985.88
1,053,298.46
0
0
691
CASH_IN
39,712.37
C393044371
903,812.14
943,524.52
C394826373
1,301,085.85
1,261,373.47
0
0
691
CASH_IN
221,161.91
C362610127
943,524.52
1,164,686.42
C1241153588
2,024,133.55
1,802,971.65
0
0
691
CASH_IN
9,999.13
C1813518424
1,164,686.42
1,174,685.55
C944036866
2,065,607.57
2,055,608.44
0
0
691
CASH_IN
275,006.61
C720797035
1,174,685.55
1,449,692.16
C1467332516
2,518,810.32
2,243,803.71
0
0
691
CASH_IN
247,864.13
C1449910367
1,449,692.16
1,697,556.29
C735644481
450,933.4
203,069.27
0
0
691
CASH_IN
249,141
C610995672
1,697,556.29
1,946,697.29
C1925818942
3,082,829.47
2,833,688.47
0
0
691
CASH_IN
190,479.29
C144514005
1,946,697.29
2,137,176.58
C939289815
210,215.75
19,736.46
0
0
691
CASH_IN
160,566.23
C286864008
2,137,176.58
2,297,742.81
C1297129063
370,643.58
210,077.35
0
0
691
CASH_IN
133,837.59
C418988524
2,297,742.81
2,431,580.4
C1295344699
318,680.32
184,842.73
0
0
691
CASH_IN
246,399.7
C1677761254
2,431,580.4
2,677,980.1
C122506394
321,703.41
75,303.71
0
0
691
CASH_IN
287,831.65
C69428736
2,677,980.1
2,965,811.75
C1262834179
16,472,480.36
16,184,648.71
0
0
691
CASH_IN
247,278.62
C1551276414
2,965,811.75
3,213,090.38
C1954434119
1,218,163.22
970,884.6
0
0
691
CASH_IN
98,615.93
C248665405
3,213,090.38
3,311,706.3
C793407646
12,130,987.29
12,032,371.36
0
0
691
CASH_IN
44,167.67
C1852127659
3,311,706.3
3,355,873.97
C475794089
220,860.96
176,693.29
0
0
691
CASH_IN
24,372.11
C1902727425
3,355,873.97
3,380,246.08
C547188401
166,859.49
142,487.39
0
0
691
CASH_IN
121,353.48
C431790907
3,380,246.08
3,501,599.56
C421324153
1,678,637.56
1,349,966.24
0
0
691
CASH_IN
113,084.63
C98258572
3,501,599.56
3,614,684.19
C1730419339
4,865,820.66
4,752,736.03
0
0
691
CASH_IN
100,237.92
C1119131645
3,614,684.19
3,714,922.11
C676731684
6,559,183.26
6,458,945.34
0
0
691
CASH_IN
162,603.52
C2045650931
3,714,922.11
3,877,525.63
C673868019
3,583,121.91
3,420,518.38
0
0
691
CASH_IN
92,658.87
C83238582
190,181
282,839.87
C557710590
229,246.85
136,587.98
0
0
691
PAYMENT
7,833.08
C1527156618
31,298
23,464.92
M1038868584
0
0
0
0
691
PAYMENT
9,906.59
C900893081
23,464.92
13,558.33
M25506359
0
0
0
0
691
CASH_OUT
59,012.76
C1846576978
45,920
0
C1989753297
636,392.73
695,405.49
0
0
691
PAYMENT
7,210.04
C211468888
683
0
M759528467
0
0
0
0
691
CASH_OUT
16,508.84
C100263686
0
0
C1003793556
938,660.93
955,169.77
0
0
691
CASH_OUT
127,773.64
C1866058492
11,098
0
C813840237
0
127,773.64
0
0
691
CASH_IN
126,410.64
C896224577
12,315
138,725.64
C69726956
1,149,543
1,023,132.36
0
0
691
CASH_OUT
38,941.87
C868751899
33,120
0
C1333877439
2,100,175.74
2,139,117.6
0
0
691
CASH_OUT
6,148.33
C2034440883
486,271
480,122.67
C937898491
84,979.35
91,127.68
0
0
691
CASH_OUT
194,265.44
C1485586765
480,122.67
285,857.24
C2070039539
950,050.95
1,144,316.39
0
0
691
CASH_OUT
360,330.15
C929173080
175,390
0
C1977972585
244,661.85
604,992
0
0
691
CASH_IN
84,833.89
C1149878893
86,702
171,535.89
C75095881
0
0
0
0
691
CASH_OUT
29,809.23
C637460173
51,441
21,631.77
C1348501343
0
29,809.23
0
0
691
CASH_IN
142,169.73
C524444950
21,631.77
163,801.51
C2002808496
574,458.63
432,288.89
0
0
691
CASH_IN
178,629.66
C955623528
163,801.51
342,431.16
C622862584
2,156,075.06
1,977,445.4
0
0
691
CASH_IN
108,485.2
C845520817
342,431.16
450,916.37
C1481279492
955,346.82
846,861.62
0
0
691
CASH_IN
339,343.6
C1631463302
450,916.37
790,259.96
C1355526135
1,120,708.94
781,365.35
0
0
691
CASH_IN
124,618.45
C1842910306
790,259.96
914,878.41
C1737608024
485,077.78
360,459.33
0
0
691
CASH_IN
36,939.23
C2029770585
914,878.41
951,817.64
C1653155771
1,598,561.22
1,561,622
0
0
691
CASH_IN
66,677.09
C1719490528
951,817.64
1,018,494.72
C1785618526
381,442.31
314,765.22
0
0
691
CASH_IN
221,624.61
C1995394750
1,018,494.72
1,240,119.33
C487716113
2,925,959.9
2,704,335.29
0
0
691
CASH_IN
216,359.08
C1606266757
1,240,119.33
1,456,478.41
C2031046742
482,042.35
265,683.27
0
0
691
CASH_IN
38,901
C2036001332
1,456,478.41
1,495,379.41
C909168968
448,767.68
409,866.68
0
0
691
CASH_IN
72,394.13
C1964273832
1,495,379.41
1,567,773.54
C447348916
699,457.19
709,679.26
0
0
691
CASH_IN
252,261.59
C2030193162
1,567,773.54
1,820,035.13
C28675812
9,165,383.85
8,913,122.26
0
0
691
CASH_IN
7,047.98
C1274086184
1,820,035.13
1,827,083.11
C817994260
6,721,779.81
6,714,731.83
0
0
691
CASH_IN
3,935.82
C1700023080
1,827,083.11
1,831,018.93
C206630834
82,484.82
78,549
0
0
691
CASH_IN
130,522.8
C865334810
1,831,018.93
1,961,541.73
C1014348659
990,583.27
860,060.47
0
0
691
CASH_IN
53,938.69
C1487579256
1,961,541.73
2,015,480.42
C1864132454
869,038.76
815,100.07
0
0
691
CASH_IN
128,618.62
C461445126
2,015,480.42
2,144,099.05
C294215649
5,678,471.35
5,549,852.73
0
0
691
CASH_IN
3,049.7
C1556815189
2,144,099.05
2,147,148.75
C552398806
818,574.09
815,524.38
0
0
691
CASH_IN
17,471.99
C1891898352
2,147,148.75
2,164,620.74
C1561813154
29,214
0
0
0
691
CASH_IN
54,825.66
C2107677944
2,164,620.74
2,219,446.41
C1014991443
9,281,372.59
9,226,546.93
0
0
691
CASH_IN
197,558.08
C1861413474
2,219,446.41
2,417,004.49
C1221806958
1,260,295.38
1,062,737.3
0
0
691
CASH_IN
84,822.18
C1792500572
2,417,004.49
2,501,826.66
C1361253823
578,567.67
493,745.49
0
0
691
CASH_IN
124,014.49
C987543141
2,501,826.66
2,625,841.16
C1113491274
1,355,297.72
1,231,283.23
0
0
691
CASH_IN
81,761.21
C1130543770
2,625,841.16
2,707,602.36
C1501606483
663,924.37
582,163.16
0
0
691
CASH_IN
260,838.91
C985327982
2,707,602.36
2,968,441.27
C1174703232
3,739,495.88
3,478,656.97
0
0
691
CASH_IN
141,628.12
C1797693670
2,968,441.27
3,110,069.39
C40919881
2,244,147.25
2,102,519.13
0
0
691
CASH_IN
342,264.03
C873880697
3,110,069.39
3,452,333.43
C1604271704
5,376,401.16
5,034,137.13
0
0
691
CASH_IN
359,838.68
C1660323339
3,452,333.43
3,812,172.11
C530895062
1,475,809.66
1,115,970.98
0
0
691
CASH_IN
185,124.95
C267051682
3,812,172.11
3,997,297.07
C134221782
725,050.02
539,925.06
0
0
691
CASH_IN
166,593.06
C1368736297
3,997,297.07
4,163,890.12
C1057462597
170,321.24
3,728.18
0
0
691
CASH_IN
219,102.62
C1474705910
4,163,890.12
4,382,992.74
C1476455457
610,003.58
390,900.97
0
0
691
CASH_IN
198,669.42
C32910303
4,382,992.74
4,581,662.16
C1631491173
3,343,107.76
3,144,438.34
0
0
691
CASH_IN
28,605.86
C1506883249
4,581,662.16
4,610,268.02
C2043676884
46,581.62
17,975.76
0
0
691
CASH_IN
382,482.39
C573485992
4,610,268.02
4,992,750.41
C522742218
972,281.92
589,799.53
0
0
691
CASH_IN
183,939.5
C1147213714
4,992,750.41
5,176,689.91
C399982379
4,329,989.49
4,146,049.98
0
0
691
CASH_IN
9,765.43
C1962501138
5,176,689.91
5,186,455.34
C521125584
3,051,097.72
3,041,332.29
0
0
691
CASH_IN
421,251.95
C609071234
5,186,455.34
5,607,707.3
C883601120
475,996.78
54,744.82
0
0
691
CASH_IN
367,574.98
C1940513872
5,607,707.3
5,975,282.28
C63579266
972,419.33
604,844.35
0
0
691
CASH_IN
147,275.59
C1060675632
5,975,282.28
6,122,557.86
C521915322
1,374,906.44
1,227,630.85
0
0
691
CASH_IN
243,147.05
C6199857
6,122,557.86
6,365,704.92
C1675964360
353,402.29
110,255.23
0
0
691
CASH_IN
61,543.33
C1230959384
6,365,704.92
6,427,248.25
C551293223
188,353.31
126,809.98
0
0
691
CASH_IN
186,714.1
C1969816839
6,427,248.25
6,613,962.35
C1300693795
376,208.15
189,494.05
0
0
691
CASH_IN
52,949.35
C254415546
6,613,962.35
6,666,911.7
C69622560
923,088.27
870,138.91
0
0
691
CASH_IN
25,417.26
C2068942460
6,666,911.7
6,692,328.96
C1908831497
47,830.12
22,412.86
0
0
691
CASH_IN
85,888.9
C1168729149
6,692,328.96
6,778,217.86
C2008914316
1,153,050.46
1,067,161.56
0
0
691
CASH_IN
129,842.39
C2027225266
6,778,217.86
6,908,060.25
C1096333586
1,038,651.03
908,808.63
0
0
691
CASH_IN
53,700.18
C657810128
6,908,060.25
6,961,760.43
C1963424670
377,068
323,367.82
0
0
691
CASH_IN
190,765.52
C1348483620
6,961,760.43
7,152,525.95
C1940366804
403,278.94
212,513.42
0
0
691
CASH_IN
5,114.66
C1583752345
7,152,525.95
7,157,640.61
C2066603832
6,112,025.33
6,106,910.68
0
0
691
CASH_IN
42,946.22
C249982839
7,157,640.61
7,200,586.83
C703421041
168,170.34
125,224.12
0
0
691
CASH_IN
38,909.7
C46772121
7,200,586.83
7,239,496.53
C98799913
877,916.93
839,007.23
0
0
691
CASH_IN
207,317.83
C1403585790
7,239,496.53
7,446,814.36
C421324153
1,557,284.07
1,349,966.24
0
0
691
CASH_IN
97,732.89
C1015329022
7,446,814.36
7,544,547.26
C546685675
503,945.48
406,212.59
0
0
691
CASH_IN
66,226.95
C19197390
7,544,547.26
7,610,774.2
C1526234185
11,742,767.14
11,676,540.2
0
0