Popular programming languages social media scraper for social media scraping include Python, JavaScript, and Ruby. Python is particularly popular due to its strong libraries and automation tools. JavaScript is often used for web-based scraping tasks. These languages allow developers to build efficient data collection scripts. They also support integration with analytics platforms.