Youtube Statistics

This dataset contains two files for analyzing the relationship between the popularity of a certain video and the most relevant/liked comments of said video.

File Descriptions videos-stats.csv: This file contains some basic information about each video, such as the title, likes, views, keyword, and comment count.

comments.csv: For each video in videos-stats.csv, comments.csv contains the top ten most relevant comments as well as said comments' sentiments and likes.

Column Descriptions videos-stats.csv:

Title: Video Title. Video ID: The Video Identifier. Published At: The date the video was published in YYYY-MM-DD. Keyword: The keyword associated with the video. Likes: The number of likes the video received. If this value is -1, the likes are not publicly visible. Comments: The number of comments the video has. If this value is -1, the video creator has disabled comments. Views: The number of views the video got. comments.csv:

Video ID: The Video Identifier. Comment: The comment text. Likes: The number of likes the comment received. Sentiment: The sentiment of the comment. A value of 0 represents a negative sentiment, while values of 1 or 2 represent neutral and positive sentiments respectively. Applicability Sentiment Analysis with comments Text Generation with comments Predicting video likes from comment information Popularity Analysis by Keyword Popularity Analysis Prediction video views from comment information/video statistics In-depth EDA of the Data

Original Data Source: Youtube Statistics