Scraping data from Twitter (now X) has become increasingly complex due to aggressive anti-bot measures, the deprecation of legacy free API tiers, and the rise of sophisticated fingerprinting technologies. However, the ecosystem of tools has evolved to meet these challenges. This report provides a deep and wide comparison of the best frameworks,...