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How to scrape OLX.pl apartment listings with price per m into Python and pandas

DEV Community: datascience·Norbert Sobala·about 14 hours ago
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Polish property portals don't offer a public export button, and OLX.pl is one of the biggest sources of apartment listings in the country. If you want asking prices per square metre for a district, or a daily feed of fresh listings for an agency CRM, you need the data in a table first.

This guide uses the OLX Real Estate Scraper on Apify. I ran it while writing this post with a small search: 2-room apartments for sale in Kraków, capped at 50 listings. The run finished in 5.5 seconds. Every number below comes from that dataset.

What you get per listing

One listing becomes one row.…

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