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scrape Facebook pages by playwright

This app scrapes data from Facebook pages, including the date, number of reactions, number of comments, and number of shares for each post. It then analyzes this data and generates useful insights in the form of graphs. This app can be used to get a quick overview of your competitors' Facebook pages, identify their strengths and weaknesses, and develop strategies to improve your own performance.

Here are some of the features of this app:

  • Scrape data from Facebook pages: The app can scrape data from any Facebook page, including public pages, private pages, and groups.
  • Analyze data: The app analyzes the data it scrapes and generates useful insights in the form of graphs. These graphs can be used to track the performance of your competitors' pages over time, identify their strengths and weaknesses, and develop strategies to improve your own performance.
  • Get a quick overview: The app can be used to get a quick overview of your competitors' Facebook pages. This can be helpful for identifying which pages are performing well and which pages need improvement.

If you are looking for a way to improve your Facebook marketing, this app is a great option. It can help you to track the performance of your competitors' pages, identify their strengths and weaknesses, and develop strategies to improve your own performance.

you can see this video about my app from here,because I have an issue with hosting. Youtube


Technical skills which I used in this project.

  • python and OOP
  • pandas

To create data frame and clean data.

  • Playwright

To scrape Facebook.

  • Streamlit

To make wep app.

  • Beautifoul Soup

To extract data from HTML code