Add Advanced Facebook Scraper with RoBERTa Sentiment Analysis#1
Add Advanced Facebook Scraper with RoBERTa Sentiment Analysis#1google-labs-jules[bot] wants to merge 1 commit intomainfrom
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- Added `advanced_fb_scraper.py` which scrapes Facebook Pages/Groups (with cookie support) and analyzes sentiment using `cardiffnlp/twitter-roberta-base-sentiment-latest`. - Added `requirements.txt` with necessary dependencies including `transformers`, `torch`, `pandas`, `scipy`, and `lxml_html_clean`. - Exports scraped data (including likes, comments, shares, sentiment score/label) to CSV.
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This PR introduces a new Python script
advanced_fb_scraper.pythat fulfills the request for an advanced Facebook scraping and sentiment analysis workflow.Key features:
facebook-scraperto fetch posts. Supports scraping public pages without login, and includes an optional--cookiesargument for scraping Groups or age-restricted pages (User "Option B").cardiffnlp/twitter-roberta-base-sentiment-latest) via Hugging Facetransformersto provide more accurate sentiment labels and scores compared to the previous VADER implementation.requirements.txtfile to manage the new dependencies (torch,transformers, etc.).Usage example:
python advanced_fb_scraper.py TransportForNSW --pages 5 --output results.csvpython advanced_fb_scraper.py 123456789 --cookies cookies.txt --pages 10PR created automatically by Jules for task 677765494374285160 started by @blakro