This repository explores data insights from various YouTube channels, aiming to identify trends and patterns in their content and performance.
This project serves as a learning experience for web scraping, data analysis of YouTube channels, and exploring publicly available data on the platform. It began by scraping data from five selected channels:
Data scraping using R or a suitable tool.
Data cleaning and organization into CSV files.
Exploratory data analysis (primarily focusing on the Yoga with Kassandra channel using R).
channelTitle - videoId - videoTitle
yogaSubject - YogaChallenge
release_date - release_time - duration
viewCount - likeCount - commentCount
defaultLAudioLanguage - videoDescription
tags - videoCategoryId - videoCategoryLabel
topicCategories - caption
- Primarily: R (data analysis and manipulation)Information about needed packages and libraries in the youtube_analysis files.
- (Optional) Web scraping tool (depending on scraping method)
learning R and doing experiements with data analytics
This project is licensed under the GNU General Public License v3.0 License - see the LICENSE file for details.