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topology-cluster-content

Learn how to build an advanced Python web scraping script using Requests and BeautifulSoup to automatically detect repeated page structures and cluster content intelligently. This topology-based scraping approach extracts clean text, links, images, and headings while removing noise like scripts and navigation, making it ideal for large-scale data extraction, RPA workflows, and structured web data mining.