Firecrawl is an API service that takes a URL, crawls it, and converts it into clean markdown or structured data. We crawl all accessible subpages and give you clean data for each. No sitemap required.

A robust ELT pipeline for scraping and analyzing player statistics from FBref for the Big Five European Leagues across multiple seasons (2023-2026). Raw Source-Aligned Exact copy of source CSVs.