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id
int64
1
10k
NumDots
int64
1
21
SubdomainLevel
int64
0
14
PathLevel
int64
0
18
UrlLength
int64
12
253
NumDash
int64
0
55
NumDashInHostname
int64
0
9
AtSymbol
int64
0
1
TildeSymbol
int64
0
1
NumUnderscore
int64
0
18
NumPercent
int64
0
19
NumQueryComponents
int64
0
23
NumAmpersand
int64
0
22
NumHash
int64
0
1
NumNumericChars
int64
0
111
NoHttps
int64
0
1
RandomString
int64
0
1
IpAddress
int64
0
1
DomainInSubdomains
int64
0
1
DomainInPaths
int64
0
1
HttpsInHostname
int64
0
0
HostnameLength
int64
4
137
PathLength
int64
0
161
QueryLength
int64
0
188
DoubleSlashInPath
int64
0
1
NumSensitiveWords
int64
0
3
EmbeddedBrandName
int64
0
1
PctExtHyperlinks
float64
0
1
PctExtResourceUrls
float64
0
1
ExtFavicon
int64
0
1
InsecureForms
int64
0
1
RelativeFormAction
int64
0
1
ExtFormAction
int64
0
1
AbnormalFormAction
int64
0
1
PctNullSelfRedirectHyperlinks
float64
0
1
FrequentDomainNameMismatch
int64
0
1
FakeLinkInStatusBar
int64
0
1
RightClickDisabled
int64
0
1
PopUpWindow
int64
0
1
SubmitInfoToEmail
int64
0
1
IframeOrFrame
int64
0
1
MissingTitle
int64
0
1
ImagesOnlyInForm
int64
0
1
SubdomainLevelRT
int64
-1
1
UrlLengthRT
int64
-1
1
PctExtResourceUrlsRT
int64
-1
1
AbnormalExtFormActionR
int64
-1
1
ExtMetaScriptLinkRT
int64
-1
1
PctExtNullSelfRedirectHyperlinksRT
int64
-1
1
CLASS_LABEL
int64
0
1
201
3
1
5
60
1
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
24
29
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
202
4
1
7
83
0
0
0
0
0
2
0
0
0
10
1
1
0
0
0
0
18
58
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
0
0
0
0
1
1
-1
1
1
1
-1
1
203
1
0
5
42
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
20
15
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
204
3
1
4
50
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
21
22
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
205
4
1
2
59
0
0
0
0
0
0
0
0
0
2
1
0
0
0
0
0
33
19
0
0
0
0
1
0.636364
0
1
1
0
0
0
1
0
0
0
0
0
0
0
1
0
-1
1
0
-1
1
206
1
0
3
35
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
16
12
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
207
2
0
3
45
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
20
18
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
1
1
208
2
0
2
38
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
16
15
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
209
2
1
4
54
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
27
20
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
210
1
0
3
47
2
1
0
0
0
0
0
0
0
0
1
0
0
0
0
0
20
20
0
0
0
0
0
0.0625
1
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
-1
1
1
211
1
0
3
38
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
21
10
0
0
0
0
1
0.105263
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
-1
1
212
4
1
3
71
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
0
30
34
0
0
0
0
1
1
0
1
0
0
0
0
1
0
0
0
0
1
1
0
1
0
-1
1
-1
-1
1
213
1
0
3
38
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
16
0
0
0
0
0
0.071429
0
1
0
0
0
1
0
0
0
0
0
1
0
0
1
1
1
1
1
-1
1
214
3
1
3
61
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
33
21
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
215
1
0
3
33
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
11
0
0
0
0
0
0.071429
0
1
0
0
0
1
0
0
0
0
0
1
0
0
1
1
1
1
1
-1
1
216
1
0
3
36
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
15
14
0
0
0
0
0
0.071429
0
1
0
0
0
1
0
0
0
0
0
1
0
0
1
1
1
1
1
-1
1
217
3
0
5
62
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
17
38
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
218
1
0
2
33
1
1
0
0
0
0
0
0
0
1
1
1
0
0
1
0
22
4
0
0
0
0
1
0.285714
0
1
0
0
0
0
1
0
0
0
0
0
0
0
1
1
1
1
0
-1
1
219
2
0
7
69
1
0
0
0
0
0
0
0
0
6
1
1
0
0
0
0
10
52
0
0
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
1
0
1
0
1
1
1
1
1
220
2
1
5
50
0
0
0
0
0
0
0
0
0
0
1
1
0
0
0
0
23
20
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
221
3
1
4
126
0
0
0
0
0
0
1
0
0
41
1
0
0
0
0
0
15
35
68
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
-1
1
1
1
1
1
222
3
1
4
63
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
27
29
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
223
3
1
6
68
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
17
44
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
224
1
0
2
34
0
0
0
0
0
0
0
0
0
1
1
1
0
0
0
0
17
10
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
1
1
1
225
3
1
1
30
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
13
10
0
0
0
0
0.923077
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
1
1
1
1
-1
-1
1
226
1
0
6
53
0
0
0
0
0
0
0
0
0
2
1
0
0
0
1
0
7
39
0
0
0
0
0.942857
0.933333
0
1
1
0
1
0.057143
1
0
0
0
0
1
0
0
1
1
-1
-1
-1
-1
1
227
5
3
2
72
4
4
0
0
0
0
1
0
0
13
1
1
0
1
0
0
37
18
9
0
1
0
0
0.058824
0
1
1
0
0
0
0
0
0
0
0
0
0
0
-1
0
0
1
1
1
1
228
2
0
4
57
1
0
0
0
0
0
0
0
0
4
1
1
0
0
0
0
16
34
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
1
1
1
229
2
0
2
97
1
0
0
0
5
0
1
0
0
2
1
1
0
0
0
0
19
19
51
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
-1
1
1
-1
1
1
230
2
0
2
45
0
0
0
0
1
0
0
0
0
0
1
1
0
0
0
0
19
19
0
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
-1
1
1
231
2
1
5
57
1
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
25
25
0
0
0
0
0
0.066667
0
1
0
0
0
1
0
0
0
0
0
1
0
0
1
0
1
1
1
-1
1
232
3
1
4
61
0
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
20
34
0
0
1
0
1
0.076923
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
0
1
1
0
-1
1
233
2
0
2
54
0
0
0
0
1
0
0
0
0
4
1
1
0
0
0
0
17
30
0
0
0
0
0.923077
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
1
0
1
1
-1
-1
1
234
2
0
2
40
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
28
5
0
0
0
0
0.933333
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
1
1
1
1
-1
-1
1
235
2
0
2
127
1
0
0
0
7
0
1
2
0
7
1
1
0
0
0
0
14
19
86
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
-1
1
1
-1
1
1
236
2
0
2
132
1
0
0
0
7
0
1
2
0
4
1
1
0
0
0
0
19
19
86
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
-1
1
1
-1
1
1
237
3
0
4
66
1
1
0
0
0
0
0
0
0
0
1
1
0
0
0
0
16
43
0
0
0
0
1
0.9375
0
1
0
1
0
0
1
1
0
0
0
0
0
0
1
0
0
0
-1
-1
1
238
2
0
2
40
0
0
0
0
1
0
0
0
0
3
1
1
0
0
0
0
14
19
0
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
1
1
1
-1
1
1
239
4
2
2
53
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
32
14
0
0
0
0
0.923077
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
0
1
1
1
-1
-1
1
240
2
0
3
41
0
0
0
0
0
0
0
0
0
0
1
1
0
0
1
0
13
21
0
0
0
0
0.923077
1
0
1
0
0
0
0
1
0
0
0
0
0
0
0
1
1
1
1
-1
-1
1
241
2
0
2
144
1
0
0
0
7
0
2
2
0
4
1
1
0
0
0
0
19
22
95
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
-1
1
1
-1
1
1
242
2
0
2
100
1
0
0
0
5
0
1
0
0
2
1
1
0
0
0
0
19
22
51
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
-1
1
1
-1
1
1
243
2
0
2
136
1
0
0
0
7
0
2
2
0
4
1
1
0
0
0
0
19
22
87
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
-1
1
1
-1
1
1
244
5
1
2
53
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
18
28
0
0
1
1
0.471698
0.976744
0
1
0
0
0
0.037736
1
0
0
0
0
0
0
0
1
1
-1
1
-1
0
1
245
4
2
2
57
1
1
0
0
0
0
0
0
0
1
1
1
0
0
0
0
33
17
0
0
0
0
0.972222
0.035294
1
1
0
0
0
0.027778
0
0
0
0
0
1
0
0
0
0
1
1
1
-1
1
246
4
0
2
46
1
0
0
0
0
0
0
0
0
0
1
0
0
0
1
0
9
30
0
0
1
1
0.471698
0.976744
0
1
0
0
0
0.037736
1
0
0
0
0
0
0
0
1
1
-1
1
-1
0
1
247
2
0
2
133
1
0
0
0
7
0
2
2
0
4
1
1
0
0
0
0
19
19
87
0
0
0
0
0.333333
0
1
1
0
0
0
0
0
0
0
0
0
0
0
1
-1
1
1
-1
1
1
248
2
0
4
73
1
0
0
0
0
0
0
0
0
19
1
1
0
0
0
0
13
53
0
0
0
1
1
1
0
1
0
0
0
0
1
0
0
0
0
1
0
0
1
0
-1
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