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Reading something like https://floppydata.com/blog/how-to-scrape-social-media-data/ gives a more realistic view of how complex social media scraping has become. It’s not just about pulling data anymore — platforms like Instagram, TikTok, or LinkedIn use advanced anti-bot systems, JavaScript loading, and IP tracking, which makes the process much harder than with regular websites . What stands out is that modern approaches usually combine APIs, automation tools, and proxy infrastructure to work reliably. Overall, it feels less like a simple tutorial and more like a practical overview of how data collection actually works today.

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