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Top 10 Python text-mining Projects
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trafilatura
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
Project mention: Trafilatura: A tool and library to gather text and metadata on the Web | news.ycombinator.com | 2025-05-28 -
InfluxDB
InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.
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Sevalla
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llmine_core
Your Platform for Text Mining through Configurable LLM Chains. Ideal for Developers and Semi-Technical Users
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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).
Python text-mining discussion
Python text-mining related posts
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[Q] Does anyone use R to code qualitative data?
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Language Input: a new web app for finding content to watch in your target language and keep track of your vocabulary
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France: starting January 15, the health pass will be invalid "seven months after the last injection" in the absence of a booster dose
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rake-nltk 1.0.6 released. Comes with the flexibility to choose your own sentence and word tokenizers.
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rake-nltk 1.0.6 released. Comes with the flexibility to choose your own sentence and word tokenizers.
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rake-nltk 1.0.6 released. Comes with the flexibility to choose your own sentence and word tokenizers.
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[N] UK PhD Opportunity: Text mining the impact of SARS-CoV-2 mutations from the research literature at University of Glasgow
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A note from our sponsor - SaaSHub
www.saashub.com | 1 Sep 2025
Index
What are some of the best open-source text-mining projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | trafilatura | 4,617 |
| 2 | texthero | 2,905 |
| 3 | scattertext | 2,311 |
| 4 | rake-nltk | 1,067 |
| 5 | huspacy | 171 |
| 6 | trrex | 145 |
| 7 | orange3-text | 133 |
| 8 | llmine_core | 37 |
| 9 | Answerable | 16 |
| 10 | corona-ml | 10 |
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