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Adding pagination to the UberEats scraper ensures that all restaurant reviews are collected. Reviews and ratings are often distributed across multiple pages, and automating navigation through the “Next” button ensures a complete dataset. Introducing random delays between requests mimics human behavior, reducing the likelihood of detection.…

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I’ve found that inspecting network traffic for API calls is the easiest way to scrape infinite scrolling sites. It’s faster and avoids the overhead of rendering the page.

Using a CAPTCHA-solving service is straightforward but can be slow and expensive for large-scale scraping. I prefer using IP rotation to avoid triggering CAPTCHAs in the first place.

Using proxies is essential for large datasets. Services like Bright Data or ScraperAPI can help distribute requests across multiple IPs to avoid getting blocked.