03.
YouTube Transcript Analyzer
An automated pipeline that pulls captions, runs sentiment and frequency analysis, and writes a local AI summary to a Word document.
- Role
- Developer & analyst
- Year
- —
- Focus
- Data Analysis
- Tools
- Python, NLP, Matplotlib
Overview
A Python pipeline that automates transcript analysis end to end.
The pipeline
- Extract YouTube captions
- Run NLP-based sentiment and word-frequency analysis
- Visualise the text data with Matplotlib
- Generate a summary with a local AI model and export it to a Word document