Articles

How to Scrape Redfin Real Estate Property Data in Python

Tutorial on how to scrape Redfin.com sale and rent property data, using Python and how to avoid blocking to scrape at scale.

How to Scrape Real Estate Property Data using Python

Introduction to scraping real estate property data. What is it, why and how to scrape it? We'll also list dozens of popular scraping targets and common challenges.

How to Scrape Idealista.com in Python - Real Estate Property Data

In this scrape guide we'll be taking a look at Idealista.com - biggest real estate website in Spain, Portugal and Italy.

How to Scrape Realtor.com - Real Estate Property Data

In this scrape guide we'll be taking a look at real estate property scraping from Realtor.com. We'll also build a tracker scraper that checks for new listings or price changes.

How to Scrape Hidden Web Data

The visible HTML doesn't always represent the whole dataset available on the page. In this article, we'll be taking a look at scraping of hidden web data. What is it and how can we scrape it using Python?

How to Ensure Web Scrapped Data Quality

Ensuring consitent web scrapped data quality can be a difficult and exhausting task. In this article we'll be taking a look at two populat tools in Python - Cerberus and Pydantic - and how can we use them to validate data.

How to Turn Web Scrapers into Data APIs

Delivering web scraped data can be a difficult problem - what if we could scrape data on demand? In this tutorial we'll be building a data API using FastAPI and Python for real time web scraping.

How to Scrape Glassdoor (2024 update)

In this web scraping tutorial we'll take a look at Glassdoor - a major resource for company review, job listings and salary data.

Web Scraping with Playwright and Python

Playwright is the new, big browser automation toolkit - can it be used for web scraping? In this introduction article, we'll take a look how can we use Playwright and Python to scrape dynamic websites.