This is a web scraper built to collect data from Zameen.com, a leading online property portal in Pakistan. The scraper collects detailed information on real estate property listings, such as city, location, price, number of bedrooms and bathrooms, and size of the property in square feet.
I have collected data of 16K+ properties that you can download from Zameen.com Property Dataset Pakistan 2023
To use the scraper, simply run the scraper.py script or scraper.ipynb for Jupyter nootbook. The scraper will generate a CSV file with the collected data, which can be used for a variety of purposes such as market analysis, trend analysis, and investment research.
To install the dependencies for the scraper, run the following command:
pip install -r requirements.txt
Contributions to the project are welcome. If you would like to contribute, please open an issue or submit a pull request.
If you have any questions or comments about the scraper, please feel free to contact me at contact@zafeer.pk.