{"id":19513929,"url":"https://github.com/easonlai/facebook_post_scraping_and_text_analytics","last_synced_at":"2025-04-26T05:32:13.086Z","repository":{"id":46122349,"uuid":"415369805","full_name":"easonlai/facebook_post_scraping_and_text_analytics","owner":"easonlai","description":"This is demo repo to demostrate how to scrape post data from Facebook by Python with library facebook_scraper. 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And then use [Azure Text Analytics](https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/overview) to perform [sentiment analysis](https://docs.microsoft.com/en-us/azure/cognitive-services/text-analytics/overview#sentiment-analysis) for post text content.\n\nLine Chart to visualize post datetime vs Like, Love, Ha Ha, Wow, Sad, Angry, Care, Shares and Comments.\n\n![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-1.png)\n\n\nPlotting sentiment \u0026 Like columns relationship by Seaborn\n\n![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-2.png)\n\n\nPlotting WordCloud from extracted key phrase\n\n![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-3.png)","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feasonlai%2Ffacebook_post_scraping_and_text_analytics","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Feasonlai%2Ffacebook_post_scraping_and_text_analytics","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Feasonlai%2Ffacebook_post_scraping_and_text_analytics/lists"}