amount
float64
0
21.9M
nameOrig
int64
0
188k
oldBalanceOrig
float64
-199,468.15
33.5M
newBalanceOrig
float64
-199,468.15
33.7M
nameDest
int64
0
219k
oldBalanceDest
float64
-114,210.46
8.52M
newBalanceDest
float64
-23,166.37
21.9M
isFraud
int64
0
1
isUnauthorizedOverdraft
int64
0
1
action__CASH_IN
int64
0
1
action__CASH_OUT
int64
0
1
action__DEBIT
int64
0
1
action__PAYMENT
int64
0
1
action__TRANSFER
int64
0
1
89.24
0
89.24
0
0
0
89.24
1
0
0
0
0
0
1
89.24
1
89.24
0
1
0
0
1
0
0
1
0
0
0
70.62
2
70.62
0
2
0
70.62
1
0
0
0
0
0
1
70.62
3
70.62
0
3
0
0
1
0
0
1
0
0
0
22,695.14
4
22,695.14
0
4
0
22,695.14
1
0
0
0
0
0
1
22,695.14
5
22,695.14
0
5
0
0
1
0
0
1
0
0
0
425.67
6
425.67
0
6
0
425.67
1
0
0
0
0
0
1
425.67
7
425.67
0
7
0
0
1
0
0
1
0
0
0
26.16
8
26.16
0
8
0
26.16
1
0
0
0
0
0
1
26.16
9
26.16
0
9
0
0
1
0
0
1
0
0
0
19,168.79
10
19,168.79
0
10
0
19,168.79
1
0
0
0
0
0
1
19,168.79
11
19,168.79
0
11
0
0
1
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0
1
0
0
0
272,829.54
12
272,829.54
0
12
0
272,829.54
1
0
0
0
0
0
1
272,829.54
13
272,829.54
0
13
0
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1
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0
1
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0
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14
23.36
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0
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0
1
23.36
15
23.36
0
15
0
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0
1
0
0
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72.03
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72.03
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72.03
1
0
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0
1
72.03
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72.03
0
17
0
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1
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1
0
0
0
38.29
18
38.29
0
18
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38.29
1
0
0
0
0
0
1
38.29
19
38.29
0
19
0
0
1
0
0
1
0
0
0
0.24
20
0.24
0
20
0
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1
0
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1
0.24
21
0.24
0
21
0
0
1
0
0
1
0
0
0
88.84
22
88.84
0
22
0
88.84
1
0
0
0
0
0
1
88.84
23
88.84
0
23
0
0
1
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0
1
0
0
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9,693.94
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9,693.94
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0
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510,692.79
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510,692.79
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1
510,692.79
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510,692.79
0
31
0
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1
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46.11
0
32
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1
0
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1
46.11
33
46.11
0
33
0
0
1
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0
1
0
0
0
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1
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0
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1
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37
53.99
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37
0
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1
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60.15
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0
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41
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41
0
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42
62.02
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62.02
1
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1
62.02
43
62.02
0
43
0
0
1
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0
1
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0
0
8,761.42
44
8,761.42
0
44
0
8,761.42
1
0
0
0
0
0
1
8,761.42
45
8,761.42
0
45
0
0
1
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0
1
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0
0
96.16
46
96.16
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0
96.16
1
0
0
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1
96.16
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96.16
0
47
0
0
1
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1
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0
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1
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49
23.01
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49
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121,671.65
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121,671.65
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1
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121,671.65
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0
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68,923.25
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1
68,923.25
53
68,923.25
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53
0
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1
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75.33
54
75.33
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0
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1
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1
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55
75.33
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55
0
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1
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67.61
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67.61
1
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67.61
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98.1
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29.77
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1
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67
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70.05
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70.05
69
70.05
0
69
0
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34.99
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34.99
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34.99
71
34.99
0
71
0
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83.2
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83.2
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72
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83.2
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83.2
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83.2
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73
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58.88
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58.88
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51,870.95
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51,870.95
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51,870.95
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12,462.25
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12,462.25
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12,462.25
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12,462.25
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12.78
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12.78
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275,353.31
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275,353.31
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275,353.31
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28.82
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12.76
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12.76
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76.62
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76.62
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76.62
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22,161.15
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213,669.86
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213,669.86
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213,669.86
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62,058.96
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62,058.96
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