Final URL
stringclasses
2 values
Phishing
int64
0
1
url_length
int64
13
756
url_entropy
float64
2.41
5.81
ratio_char_digit
float64
0
0.6
sensitive_word
int64
0
1
has_ip
int64
0
1
has_https
int64
0
1
url_tokens_0
int64
0
463
url_tokens_1
int64
0
728
url_tokens_2
int64
0
0
hostname_tokens_0
int64
1
12
hostname_tokens_1
int64
1
26
hostname_tokens_2
int64
0
2
hostname_tokens_3
int64
0
1
hostname_tokens_4
int64
0
1
hostname_tokens_5
int64
0
1
hostname_tokens_6
int64
0
1
certificate_tokens_0
int64
0
0
country_tokens_0
int64
11
998
ip_tokens_0
int64
2
222
ip_tokens_1
int64
0
255
ip_tokens_2
int64
0
255
ip_tokens_3
int64
0
255
html_tokens_0
int64
0
266
html_tokens_1
int64
0
25
html_tokens_2
int64
0
23
html_tokens_3
int64
0
24
html_tokens_4
int64
0
16
html_tokens_5
int64
0
464
null
1
175
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1
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0
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1
1
0
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74
125
200
102
18
0
0
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1
6
null
1
23
4.055958
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0
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1
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18
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28
1
0
0
0
0
3
null
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0
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null
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50
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82
2
1
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1
2
58
null
1
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43
0
2
1
1
0
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30
74
125
200
102
18
0
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1
6
null
1
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489
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248
3
0
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null
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null
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30
74
115
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1
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17
null
1
43
4.452444
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1
0
1
1
0
0
2
1
1
0
0
0
0
0
30
74
115
51
55
19
0
0
0
1
29
null
1
38
4.106241
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0
0
1
1
0
0
2
1
1
0
0
0
0
0
30
199
36
158
100
1
0
0
0
0
0
null
1
35
4.378864
0.17
1
0
1
1
0
0
2
1
1
0
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30
74
115
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54
19
0
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1
29
null
1
62
4.628699
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0
0
1
11
0
0
2
1
1
0
0
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0
489
162
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140
237
1
5
0
0
1
7
null
1
175
5.59346
0.16
0
0
1
108
43
0
2
1
1
0
0
0
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0
30
74
125
200
102
18
0
0
0
1
6
null
1
175
5.53272
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108
43
0
2
1
1
0
0
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0
0
30
74
125
200
102
18
0
0
0
1
6
null
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65
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1
1
1
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0
0
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659
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11
118
5
0
0
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null
1
26
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0
1
1
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1
1
1
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0
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0
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312
160
119
251
131
2
1
0
1
1
4
null
1
37
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1
1
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1
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6
0
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10
null
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1
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489
172
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1
1
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null
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1
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null
1
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489
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1
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null
1
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4.218129
0.11
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1
8
0
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2
1
1
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30
34
144
206
118
19
1
0
0
2
21
null
1
31
4.171465
0.1
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0
1
1
0
0
2
1
1
0
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30
199
36
158
100
1
0
0
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0
0
null
1
118
5.098029
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0
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58
36
0
2
1
1
0
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558
162
125
81
18
16
0
0
0
1
20
null
1
23
3.969002
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0
0
1
8
0
0
1
1
1
0
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30
66
33
60
34
24
0
1
0
0
29
null
1
21
3.939471
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1
7
0
0
1
1
1
1
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30
18
155
68
95
4
0
1
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2
10
null
1
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4.378864
0.17
1
0
1
1
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1
1
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74
115
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54
19
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29
null
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489
104
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36
248
3
0
0
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1
5
null
1
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5.532281
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108
35
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1
1
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74
125
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113
18
0
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null
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58
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74
125
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113
18
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null
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null
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15
1
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20
null
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1
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489
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5
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null
1
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4.055958
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68
28
1
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null
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36
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558
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null
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489
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5
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null
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1
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18
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null
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116
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null
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42
20
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null
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null
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null
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19
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null
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24
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