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AI & DataExperiment

Housing Listings Scraper to Google Sheets

A lightweight Playwright-based workflow that turns housing listings into structured data for analysis.

Housing Listings Scraper to Google Sheets cover image

Built a lightweight Playwright-based workflow to turn housing listings into structured data for analysis.

What it does

  • bypasses cookie walls with Playwright
  • extracts fields like price, size, build year, and energy class
  • writes structured output into Google Sheets

Why I built it

I wanted a faster way to track and compare housing listings in my area without manually copying data from listing pages.

Outcome

The project turned messy listing pages into a reusable dataset and evolved from a simple CSV export into a richer cloud-based workflow.

What I learned

This project reminded me that small inefficiencies get interesting very quickly once they repeat often enough. It also reinforced how much I like building lightweight systems that turn messy real-world information into something structured and useful.

Tools & Methods

Workflow DesignAutomationAPI IntegrationPython

Let's talk

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Good judgment, real problem, difficult environment — I'd like to hear about it.