Nimra Ejaz

Experience: 4 Years

A web scraping expert with over 4 years of experience in automating data extraction from websites. Specializing in efficiently scraping dynamic, JavaScript-heavy websites using Python and Scrapy, I excel at overcoming anti-scraping defenses, managing large-scale scraping projects, and ensuring high data quality.

May 12, 2025
Behind the Scraper: What is it, How it works, Practical Approaches and Pitfalls
A practical guide to web scraping: the five-stage pipeline, when an API beats a scraper, which tools fit which sites, and a step-by-step Scrapy spider that reads embedded JSON. It closes with the pitfalls that break scrapers and the rules that keep a crawl polite.
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