I wrote a small Python script that fetches data from Youtube (single video + channel) and convert...

I wrote a small Python script that fetches data from Youtube (single video + channel) and convert...I wrote a small Python script that fetches data from Youtube (single video + channel) and convert...

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Mohammad Asif Ibtehaz

• Dec 14

I wrote a small Python script that fetches data from Youtube (single video + channel) and converts them into JSON + CSV using official API. Currently working on a script that will fetch the comments and run a basic sentiment + theme analysis (with LLM/Transformers)

https://shepherdworks.gumroad.com/l/bffcor

Completed work

Python YouTube Data Analysis Web Scraping

shepherdworks.gumroad.com

YouTube Analytics Toolkit — Core Edition

YouTube Analytics Toolkit — Core EditionExport YouTube video stats and full channel analytics into clean JSON & CSV.Fast, API-powered, and built for creators, analysts, marketers, and freelancers.Watch a Demo on YouTubeWhat You Can Do Get stats for any video or Short Export full channels (metadata + all uploads) Generate JSON & CSV for Excel, Power BI, Python Process multiple videos or channels in bulk Use the official YouTube Data API (safe & compliant) Key Features Video Stats Exporter Channel Exporter Bulk input via TXT/JSON JSON output (default) Optional CSV export Optional rate-limit delay (--sleep) Includes examples + full README What’s InsideYouTube_Analytics_Toolkit/ ├── youtube_analytics_toolkit.py ├── README.md ├── requirements.txt ├── .env.example └── examples/ Who This Is For YouTubers & creators Agencies & marketers Data analysts & researchers Freelancers building reports or dashboards Requirements Python 3.9+ YouTube Data API v3 key Coming Soon (Pro Edition) Comment scraper Basic sentiment analysis Engagement quality metrics LicensePersonal & commercial analytics use allowed.Reselling the source code is not permitted.