Disinformation on YouTube: A dataset of YouTube comments on videos related to claims made by Trump and Vance on Haitian immigrants

The corpus contains three files. First, the youtube_haitian_disinformation_videos_meta.csv file includes comments and YouTube video metadata. Data is organized around per video information. The columnar values are: video_id date (video publication date) title description channel_title transcript transcript_str (Video transcript without timestamps) views likes comments (all comments per video) Second, the youtube_haitian_disinformation_comment_reply_metadata.csv file includes comments, replies, and comment metadata. Each comment occupies its own row in the spreadsheet. The columnar field are: video_id comment comment_date comment_like_count author comment_id in_reply_to neg, neu, pos, compound (VADER polarity scores) named_entities (spaCy named entity tags with tokens) emoji (spaCy Emojis and token spans) Comments and associated metadata are represented in individual rows. The third file contains the results of the TFIDF analysis described herein. The TFIDF analysis features the top 5000 terms weights for the comments to each video in a .csv file. youtube_disinfo_comments_tfidf_results_per_video.csv