├── .gitignore ├── README.md ├── facebook_post_scraping_and_text_analytics.ipynb ├── fb_scrapped_data.csv └── git-images ├── git-image-1.png ├── git-image-2.png └── git-image-3.png /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints 2 | cookies.txt 3 | .DS_Store -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Facebook post scraping and Text Analytics (Sentiment Analysis) 2 | 3 | This is demo repo to demostrate how to scrape post data from Facebook by Python with library [facebook_scraper](https://pypi.org/project/facebook-scraper/). 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. 4 | 5 | Line Chart to visualize post datetime vs Like, Love, Ha Ha, Wow, Sad, Angry, Care, Shares and Comments. 6 | 7 | ![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-1.png) 8 | 9 | 10 | Plotting sentiment & Like columns relationship by Seaborn 11 | 12 | ![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-2.png) 13 | 14 | 15 | Plotting WordCloud from extracted key phrase 16 | 17 | ![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-3.png) -------------------------------------------------------------------------------- /git-images/git-image-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/easonlai/facebook_post_scraping_and_text_analytics/ef5c8d60c3243a65e01469f829bd70d91f231ac8/git-images/git-image-1.png -------------------------------------------------------------------------------- /git-images/git-image-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/easonlai/facebook_post_scraping_and_text_analytics/ef5c8d60c3243a65e01469f829bd70d91f231ac8/git-images/git-image-2.png -------------------------------------------------------------------------------- /git-images/git-image-3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/easonlai/facebook_post_scraping_and_text_analytics/ef5c8d60c3243a65e01469f829bd70d91f231ac8/git-images/git-image-3.png --------------------------------------------------------------------------------