Pattern
A Python web mining module with tools for scraping, NLP, machine learning, network analysis, and visualization.
What is Pattern?
Pattern is a web mining module for Python that provides an integrated suite of tools for data extraction, natural language processing, machine learning, and network analysis. It solves the problem of fragmented data science workflows by offering a unified library for collecting web data, processing text, applying machine learning models, and visualizing networks.
Python developers and researchers working on web data analysis, text mining, sentiment analysis, or network visualization projects, particularly those who need an all-in-one solution rather than assembling multiple specialized libraries.
Developers choose Pattern for its comprehensive, well-documented, and tested toolkit that covers the entire web mining pipeline—from data collection to analysis—within a single Python module, reducing dependencies and simplifying complex data science tasks.
Overview
Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.
Use Cases
Best For
- Collecting and analyzing social media data from Twitter
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