Columns needed to predict the Data

S.No Attribute Format Description
1 qty_hyphen_url integer
Number of '-' signs
2 qty_underline_url integer
Number of '_' signs
3 qty_slash_url integer
Number of '/' signs
4 qty_questionmark_url integer
Number of '?' signs
5 qty_equal_url integer
Number of '=' sings
6 qty_at_url integer
Number of '@' signs
7 qty_and_url integer
Number of '&' signs
8 qty_exclamation_url integer
Number of '!' signs
9 qty_space_url integer
Number of ' ' signs
10 qty_tilde_url integer
Number of ` signs
11 qty_comma_url integer
Number of ',' signs
12 qty_plus_url integer
Number of '+' signs
13 qty_asterisk_url integer
Number of '*' signs
14 qty_hashtag_url integer
Number of '#' signs
15 qty_dollar_url integer
Number of '$' signs
16 qty_percent_url integer
Number of '%' signs
17 qty_tld_url integer
Top level domain character length
18 length_url integer
Number of characters
19 email_in_url Boolean [0,1]
Is email present
20 qty_dot_domain integer
Number of '.' signs
21 qty_hyphen_domain integer
Number of '-' signs
22 qty_underline_domain integer
Number of '_' signs
23 qty_slash_domain integer
Number of '/' signs
24 qty_questionmark_domain integer
Number of '?' signs
25 qty_equal_domain integer
Number of '=' sings
26 qty_at_domain integer
Number of '@' signs
27 qty_and_domain integer
Number of '&' signs
28 qty_exclamation_domain integer
Number of '!' signs
29 qty_space_domain integer
Number of ' ' signs
30 qty_tilde_domain integer
Number of ` signs
31 qty_comma_domain integer
Number of ',' signs
32 qty_plus_domain integer
Number of '+' signs
33 qty_asterisk_domain integer
Number of '*' signs
34 qty_hashtag_domain integer
Number of '#' signs
35 qty_dollar_domain integer
Number of '$' signs
36 qty_percent_domain integer
Number of '%' signs
37 qty_vowels_domain integer
Number of vowels
38 domain_length integer
Number of domain characters
39 domain_in_ip Boolean [0,1]
URL domain in IP address format
40 server_client_domain Boolean [0,1]
'server' or 'client' in domain
41 qty_dot_directory integer
Number of '.' signs
42 qty_hyphen_directory integer
Number of '-' signs
43 qty_underline_directory integer
Number of '_' signs
44 qty_slash_directory integer
Number of '/' signs
45 qty_questionmark_directory integer
Number of '?' signs
46 qty_equal_directory integer
Number of '=' signs
47 qty_at_directory integer
Number of '@' signs
48 qty_and_directory integer
Number of '&' signs
49 qty_exclamation_directory integer
Number of '!' signs
50 qty_space_directory integer
Number of ' ' signs
51 qty_tilde_directory integer
Number of ` signs
52 qty_comma_directory integer
Number of ',' signs
53 qty_plus_directory integer
Number of '+' signs
54 qty_asterisk_directory integer
Number of '*' signs
55 qty_hashtag_directory integer
Number of '#' signs
56 qty_dollar_directory integer
Number of '$' signs
57 qty_percent_directory integer
Number of '%' signs
58 directory_length integer
Number of directory characters
59 qty_dot_file integer
Number of '.' signs
60 qty_hyphen_file integer
Number of '-' signs
61 qty_underline_file integer
Number of '_' signs
62 qty_slash_file integer
Number of '/' signs
63 qty_questionmark_file integer
Number of '?' signs
64 qty_equal_file integer
Number of '=' sings
65 qty_at_file integer
Number of '@' signs
66 qty_and_file integer
Number of '&' signs
67 qty_exclamation_file integer
Number of '!' signs
68 qty_space_file integer
Number of ' ' signs
69 qty_tilde_file integer
Number of ` signs
70 qty_comma_file integer
Number of ',' signs
71 qty_plus_file integer
Number of '+' signs
72 qty_asterisk_file integer
Number of '*' signs
73 qty_hashtag_file integer
Number of '#' signs
74 qty_dollar_file integer
Number of '$' signs
75 qty_percent_file integer
Number of '%' signs
76 file_length integer
Number of file name characters
77 qty_dot_params integer
Number of '.' signs
78 qty_hyphen_params integer
Number of '-' signs
79 qty_underline_params integer
Number of '_' signs
80 qty_slash_params integer
Number of '/' signs
81 qty_questionmark_params integer
Number of '?' signs
82 qty_equal_params integer
Number of '=' sings
83 qty_at_params integer
Number of '@' signs
84 qty_and_params integer
Number of '&' signs
85 qty_exclamation_params integer
Number of '!' signs
86 qty_space_params integer
Number of ' ' signs
87 qty_tilde_params integer
Number of ` signs
88 qty_comma_params integer
Number of ',' signs
89 qty_plus_params integer
Number of '+' signs
90 qty_asterisk_params integer
Number of '*' signs
91 qty_hashtag_params integer
Number of '#' signs
92 qty_dollar_params integer
Number of '$' signs
93 qty_percent_params integer
Number of '%' signs
94 params_length integer
Number of parameters characters
95 tld_present_params Boolean [0,1]
TLD(Top-Level Domain) present in parameters
96 qty_params integer
Number of parameters
97 time_response integer
Domain lookup time response
98 domain_spf Boolean [0,1]
Domain has SPF(Sender Policy Framework)
99 asn_ip integer
Autonomous System Number
100 time_domain_activation integer
Domain activation time (in days)
101 time_domain_expiration integer
Domain expiration time (in days)
102 qty_ip_resolved integer
Number of resolved IPs
103 qty_nameservers integer
Number of resolved NS(Name Server)
104 qty_mx_servers integer
Number of MX(Mail exchanger) servers
105 ttl_hostname integer
Time-To-Live (TTL)
106 tls_ssl_certificate Boolean [0,1]
Has valid TLS /SSL certificate
107 qty_redirects integer
Number of redirects
108 url_google_index Boolean [0,1]
Is URL indexed on Google
109 domain_google_index Boolean [0,1]
Is domain indexed on Google
110 url_shortened Boolean [0,1]
Is URL shortened
111 pishing Boolean [0,1]
Is phishing website