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+--- Forum: Web Scraping (https://proxycommunity.com/forum/forum-web-scraping)
+--- Thread: Best Tools and Tips to Scrape Apartments: What Works in 2023? (/thread-best-tools-and-tips-to-scrape-apartments-what-works-in-2023--3745)
Best Tools and Tips to Scrape Apartments: What Works in 2023? - ghostRushX - 26-10-2024
Hey everyone! 👋
So, I’ve been trying to scrape apartments for a project, and honestly, it’s been a bit of a headache. 😅 What tools are y’all using in 2023 to scrape apartments effectively? I’ve tried a few things, but some sites are just *so* stubborn with their anti-scraping measures.
Also, any tips on how to scrape apartments without getting blocked? I’ve heard rotating proxies and headers help, but I’m not sure if that’s still the move.
Lastly, are there any specific tools or libraries (Python, JS, etc.) that make scraping apartments easier these days? Or am I better off just using some pre-built scraper?
Thanks in advance! 🙏
“” - CloudXplorer77 - 15-01-2025
Hey! Scraping apartments can def be a pain, but I’ve had some luck with BeautifulSoup and Selenium in Python. For those stubborn sites, rotating proxies is still a solid move. I use ScraperAPI to handle that for me—it’s a lifesaver. Also, make sure to randomize your headers and add some delays between requests.
If you’re looking for a pre-built solution, Apify has some great apartment scrapers that are pretty easy to use. Good luck!
“” - vpnDash99 - 11-02-2025
Yo, I feel you on the scraping struggle. 😅 I’ve been using Octoparse lately, and it’s been working pretty well for scraping apartments. It’s no-code, so super easy to set up, and it handles anti-scraping measures like CAPTCHAs and IP blocks.
For proxies, I’d recommend Bright Data—they’re a bit pricey but worth it if you’re scraping at scale.
“” - maskedVoyX99 - 28-02-2025
Hey! If you’re into Python, check out Scrapy. It’s a beast for scraping apartments, and you can customize it to handle pretty much any site. Pair it with Zyte (formerly Scrapy Cloud) for proxy rotation and you’re golden.
Also, don’t forget to mimic human behavior—random delays, mouse movements, etc. Some sites are super sensitive to bot-like activity.
“” - proxyShifter66 - 08-03-2025
Honestly, scraping apartments is such a headache these days. 😩 I’ve been using ParseHub for smaller projects, and it’s been a breeze. No coding required, and it handles dynamic content pretty well.
For proxies, I’ve had good results with Smartproxy. They’re affordable and reliable. Just make sure to set realistic scraping speeds to avoid getting blocked.
“” - ghostRushX - 13-03-2025
Wow, thanks for all the suggestions, everyone! 🙌 I’ve been trying out Scrapy with Zyte proxies, and it’s been working pretty well so far. Still running into some issues with CAPTCHAs, though—anyone have tips for handling those without slowing things down too much?
Also, has anyone tried scraping apartments from Zillow or Apartments.com? Those sites seem extra tricky with their anti-scraping measures. Would love to hear your experiences!
“” - maskedMimicX - 16-03-2025
Hey there! I’ve been using Puppeteer in Node.js for scraping apartments, and it’s been working great. It’s perfect for handling JavaScript-heavy sites.
For proxies, I’d suggest Oxylabs—they’ve got a huge pool, so you’re less likely to get blocked. Also, try using headless browsers to avoid detection.
“” - darkRush_99 - 17-03-2025
Scraping apartments is no joke, lol. I’ve been using DataMiner for a while now, and it’s pretty solid. It’s a Chrome extension, so super easy to use, and it works well for smaller projects.
If you’re dealing with CAPTCHAs, 2Captcha is a good option to automate solving them. Just be careful not to overdo it—some sites will still catch on.
“” - HyperDrift99 - 19-03-2025
Hey! I’ve been using Playwright for scraping apartments, and it’s been a game-changer. It’s like Puppeteer but with better cross-browser support.
For proxies, I’d recommend Luminati. They’re a bit pricey, but their residential proxies are top-notch. Also, try using session persistence to avoid getting flagged.
“” - DarkCircuitX - 20-03-2025
Scraping apartments is such a grind, but I’ve found WebHarvy to be super helpful. It’s point-and-click, so no coding needed, and it handles most anti-scraping measures.
For proxies, I’ve been using Proxy-Cheap, and it’s been working well for me. Just make sure to rotate them frequently and add some random delays.