Social Media Scraping
How to Scrape YouTube Video Data with Python in 2025
This guide explains how to extract metadata from YouTube video pages programmatically using Python. We’ll walk through the core scraping logic, handling of embedded JavaScript, and proxy-based strategies to improve reliability: This technique does not use the official YouTube API, relying instead on publicly accessible HTML and JSON structures.
6 Best YouTube Scraper Providers of 2025
YouTube is a dynamic platform, and maintaining a scraper that adapts to frequent site changes is essential for reliable data extraction.
Top 10 LinkedIn Scrapers Benchmarked in 2025
We benchmarked every major LinkedIn scraper with 1,200 requests on 200 pages (e.g. posts, profiles) to identify the top solutions. Follow the links to learn more about these products: When evaluating LinkedIn scraping tools, we prioritized proxy support and selected dedicated LinkedIn scraping solutions and multi-functional sales automation platforms that include data scraping features.
Facebook Scrapers: 4 Methods & 4 APIs to Scrape FB ['25]
As CTO of AIMultiple, I lead social media data collection to monitor trends. We benchmarked all 4 dedicated Facebook scraper APIs on 200 Facebook posts and group pages. Follow the links to learn more from these providers: There are 4 ways to collect Facebook data.
Instagram Scraper: Apify vs Python vs Bright Data in 2025
Instagram scraping can be achieved through: Top 5 Instagram scraper API providers The vendors with links are AIMultiple’s sponsors. What is the price of Instagram scraper APIs? Instagram scraper API – performance overview We used Instagram URL destinations for posts and profiles in our tests using dedicated Instagram scraping APIs.
Tiktok Scraper: Apify vs. Python vs. Axiom.ai in 2025
As AIMultiple’s CTO, I lead our social media data collection to analyze how businesses engage with their audiences. We benchmarked every TikTok scraper API on 300 pages (e.g., posts, profiles, search) to select top scrapers. Follow the links to visit their websites: Scrapers provide public TikTok data.
How to Scrape Twitter: Benchmarks and Twitter Scrapers
We benchmarked top Twitter scrapers on 200 URLs (profile pages and posts), resulting in 400 requests. See the top scrapers and follow the links to see the rationale behind these choices: You can also see best practices for using Twitter (X) scrapers effectively while adhering to X.com’s policies and ethical data scraping practices.
Social Media Scraping Benchmark with Tools & Case Studies
There are different approaches to collecting data from social media platforms: Evaluate the performance of leading social media scraper APIs across various platforms and compare the options based on their pricing structures.
How to Scrape X.com (Twitter) with Python and Playwright
We used Python and Playwright to test Twitter (X) data collection methods focusing on most prominent pages: Twitter scraping methodology We have performed all tests without logging in. Our aim is to collect public data.