In 2024, top Python libraries for web scraping include BeautifulSoup for easy HTML parsing, Scrapy for comprehensive data extraction and management, Selenium for interacting with dynamic web pages, and Playwright for modern web automation across multiple browsers. Each offers unique strengths tailored to different scraping needs. https://www.planethive.ai/services/expert-web-scraping