Adapt your web scraping to increasing website complexity
Modern websites, which are becoming more JavaScript-heavy, rely extensively on dynamic content and external data sources like APIs to source/update their content. They also feature progressively stronger anti-bot measures.
While developers using web scraping frameworks like Scrapy typically avoid rendering HTML or taking screenshots to minimize costs and processing time, complex websites often require additional steps.
When extracting data from rendered HTML and taking screenshots, a headless browser becomes necessary. It is not always ideal due to cost or technical complexity, but intercepting the website’s network exchange patterns can be particularly useful for optimizing your scraping scripts.
This intercepting approach allows bypassing these challenges to access essential data better.