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Integrated systems for extracting, processing, and analyzing data from the web using a combination of scraping and machine learning.
Distinct from Web Scraping and Mining: Combines web scraping with NLP and ML, which is broader than the focused scraping candidates provided.
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Pattern is a Python web mining library that functions as an HTML web scraper, a natural language processing toolkit, and a network analysis tool. It provides a mathematical framework for categorizing datasets through a vector space model library. The project enables the extraction of structured data from web services and the creation of searchable web content indexes. It processes unstructured text using sentiment analysis, part-of-speech tagging, and n-gram searching. The library covers machine learning classification through the training of models using perceptron algorithms and support ve
Combines web scraping, natural language processing, and machine learning into a single Python library for web mining.