Python text-preprocessing

Open-source Python projects categorized as text-preprocessing
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Topics: NLP text-mining Readability Web Content Extracting Scraping
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Python text-preprocessing Projects

  • texthero

    Text preprocessing, representation and visualization from zero to hero.

  • trafilatura

    Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments

    • Project mention: Trafilatura: Python tool to gather text on the Web | news.ycombinator.com | 2023-08-14

    The feature list answers that question pretty well: https://github.com/adbar/trafilatura#features

    Basically: you could implement all of this on top of BeautifulSoup - polite crawling policies, sitemap and feed parsing, URL de-duplication, parallel processing, download queues, heuristics for extracting just the main article content, metadata extraction, language detection... but it would require writing an enormous amount of extra code.

  • WorkOS

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

Project Stars
1 texthero 2,864
2 trafilatura 2,778

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