Pakistan Popular YouTube Videos

The dataset includes Pakistan most popular YouTube videos for each category from year 2021- 2023. There are two kinds of data files, one includes video statistics and other one related to comments on those videos. They are linked by the unique video_id field. Both datasets are merged in final videos file which contains all videos statistics and sentiment extracted from comments. Here’s a breakdown of each column:

video_id: Unique identifier for each video.
title: Title of the video.
description: Brief description of the video content.
category: Category to which the video belongs (e.g., Education, Style, How To & Style).
tags: Keywords or tags associated with the video.
channel_title: Name of the channel that uploaded the video.
duration: Length of the video in some time format.
views: Number of times the video has been viewed.
likes: Number of likes the video has received.
comments_count: Total number of comments on the video.
positive_comments: Percentange of positive comments.
negative_comments: Percentange of negative comments.
neutral_comments: Percentange of neutral comments.
day: Day of the week when the video was uploaded.
hour: Hour of the day when the video was uploaded.
duration: Duration of video
category_encoded: encoded category of video