Data Set Documentation

comments_0101_0831.csv

This file contains relevant information on all the comments from Jan 1 to Aug 31 on PTT Gossiping Board

• post_id: the ID of the post that the comment is under
• content: the comment
• datetime: the date and time at which the comment was posted
• user: the ID of the user who posted the comment

comments_0501_0831.csv

This file contains relevant information on the comments that are under events from May 1 to Aug 31 on PTT Gossiping Board

• post_id: the ID of the post that the comment is under
• event_id: the ID of the event that the comment is under
• content: the comment
• datetime: the date and time at which the comment was posted
• user: the ID of the user who posted the comment
• sentiment_score: the score that measures a reader's perception on how positive or negative the comment may appear. 0 indicates a negative perception; 0.5 indicates a neutral perception and 1 indicates a positive perception
• incite_score: the score that indicates how likely the comment is to provoke an emotional response from a reader. The higher the score, the more likely the comment will provoke an emotional response from a reader

event_info_0501_0831.csv

This file contains relevant information on all the events from May 1 to Aug 31 on PTT Gossiping Board

• event_id: the ID of the event
• event_title: the name of the event
• islander_url: the url of the event on Islander
• num_ptt_article: the number of PTT posts under the event
• num_ptt_comments: the number of PTT comments under the event
• label: the category the event falls under

final_user_groups_0501_0831.csv

This file contains relevant information on the user groups using data collected from May 1 to Aug 31 on PTT Gossiping Board

• user_group: the ID of the user group
• user: the ID of user associated with the group

posts_0501_0831.csv

This file contains relevant information on the posts that are under events from May 1 to Aug 31 on PTT Gossiping Board

• post_id: the ID of the post
• post_date: the date and time at which the post was posted
• content: detailed information on the post
• author: the ID of the user who posted the post
• event_id: the ID of the event that the post is under
• ip: the IP address of the user that posted the post
• board: the board at which the post was posted

share_ip_users_under_1_hr_with_min_diff_0501_0831.csv

This file contains relevant information on the users that shared IP addresses within 1 hour from May 1 to Aug 31 on PTT Gossiping Board

• user_1: the ID of the user who shared IP address with user_2
• user_2: the ID of the user who shared IP address with user_1
• min_diff: the minute difference between the comments posted by the two users that shared IP address

users_events_relationship_0501_0831.csv

This file contains information on user patterns under events from May 1 to August 31 on PTT Gossiping Board

• user: the ID of the user who participated in the event
• event_id: the ID of the event
• event_participation_rate_by_comments: the number of comments the user posted under the event divided by the total number of comments under the event
• event_participation_rate_by_post: the number of posts the user posted under the event divided by the total number of posts under the event
• top_10_commenter_rate: the number of comments that are among the first 10 under each post in the event posted by the user divided by the total number of posts * 10 under the event
• comment_repeatedly_under_same_posts_rate: the number of times the user commented more than once under each post in the event divided by the total number of posts under the event
• commented_with_slogan_rate: the number of times the user comments contained slogan under each post in the event divided by the total number of posts under the event

users_grouped_by_high_phi_coef_0501_0831.csv

This file contains relevant information on the user groups considering only phi coefficient from May 1 to Aug 31 on PTT Gossiping Board

• user_group: the ID of the user group
• user: the ID of the user associated with the group

users_with_at_least_10_comments_0501_0831.csv

This file contains user IDs who posted at least 10 comments from May 1 to Aug 31

• user: the user ID

vpn_users_0501_0831.csv

This file contains relevant information on the users that used VPN from May 1 to Aug 31

• user: the ID of the user who used VPN
• vpn: the VPN the user used

Reference