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Web-Scraping-Mubawab.ma

This project is a fork of an existing repository. It focuses on scraping real estate data from the Mubawab.ma search page. This search link contains multiple pages of property listings.

Project Overview

The provided Jupyter Notebook demonstrates the following:

  1. Scraping Search Results

    • Navigates through all pages of the search results.
    • Extracts links to individual property announcements along with preliminary data about each listing.
  2. Scraping Announcement Pages

    • Visits each announcement's page to collect every available detail.
  3. Data Organization

    • Organizes all extracted information into a pandas DataFrame.
  4. Saving Data

    • Exports the final dataset to an Excel file for further analysis or use.

This project showcases a complete workflow for extracting, organizing, and storing data from a dynamic website.


Feel free to contribute by suggesting improvements or reporting issues in the repository!

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  • Jupyter Notebook 100.0%