facebook_post_scraping_and_text_analytics

KO | EN

gitlite — search

#python #java #python3 #arduino #golang #machine-learning #rust #html #flask #javascript #seismology #nodejs

facebook_post_scraping_and_text_analytics

★ 18 Open GitHub ↗

This is demo repo to demostrate how to scrape post data from Facebook by Python with library facebook_scraper. And then use Azure Text Analytics to perform sentiment analysis for post text content.

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# Facebook post scraping and Text Analytics (Sentiment Analysis)

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.

Line Chart to visualize post datetime vs Like, Love, Ha Ha, Wow, Sad, Angry, Care, Shares and Comments.

![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-1.png)

Plotting sentiment & Like columns relationship by Seaborn

![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-2.png)

Plotting WordCloud from extracted key phrase

![alt text](https://github.com/easonlai/facebook_post_scraping_and_text_analytics/blob/main/git-images/git-image-3.png)

facebook_post_scraping_and_text_analytics

Explore Similar Repositories

Was this content helpful?

Recent Feedback

Download README