YouTube Explorer: Channel Dynamics
Notebook-based analytics project examining performance patterns and trends across Pathfinder-focused YouTube channels.
Problem Solved
I wanted to move beyond surface-level channel impressions and study YouTube channel behavior using structured API data and repeatable analysis.
Outcome
Created a Jupyter Notebook workflow that retrieved channel data through the YouTube API, organized it for analysis, and visualized performance trends.
Technologies
The purpose of the current project was to analyze the dynamics of some of the most popular Pathfinder TTRPG YouTube channels via a notebook approach.
I obtained the structured data from each of the channels by utilizing the YouTube API, which I analyzed further in Python. The purpose of the work was the discovery of trends and comparative channel performance analysis.
This project may be considered a useful case of API use and notebook analysis in action.