Best Text Mining Software For Windows
Top picks for Text Mining Software available for windows
8.5
Spot Score
Effortlessly extract insights from text data.
8.4
Spot Score
Maximize your text analysis with powerful statistics.
8.3
Spot Score
Unleash the power of data with RapidMiner.
Compatible with Windows
Free Trial available
Freemium not available
Starts from $10/Month
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Our research is independent and data-backed. We review thousands of tools and use real buyer signals — without the hype.
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List of the Best Text Mining Software For Windows as of June 2026
8.5
Spot Score
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What is DiscoverText?
DiscoverText is a text mining software package that combines ease of use with full-featured functionality, including powerful distributional semantic analysis tools. It is ideal for both beginning and experienced researchers in the rapid extraction of information content from text.
Read more about DiscoverText8.4
Spot Score
WordStat
Maximize your text analysis with powerful statistics.
Best for: SMB teams · Mid-market · Enterprise
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What is WordStat?
WordStat is a statistical package specially designed to assist scholars and students in the analysis of texts (particularly, but not exclusively, writings in the humanities). WordStat helps to work with texts using a variety of applications: word counts; concordance lines sorted by author, ...
Read more about WordStat8.3
Spot Score
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What is RapidMiner?
RapidMiner is data mining software which includes tools for data preparation, machine learning, predictive analytics, text mining, etc. This newest version of RapidMiner introduces a new and revolutionary architecture, comprehensive set of new algorithms, greatly enhanced user interface as well ...
Read more about RapidMinerStarts from $10/Month
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Frequently Asked Questions About Text Mining Software
Stuck on something? We're here to help with all the questions and answers in one place.
The most important Text Mining Software features to evaluate are Multi-language Support, Sentiment Analysis, Predictive Analysis, Segmentation, Audience Analysis, Document Classification. Most buyers prioritize ease of use, reporting, and integration capabilities. Look for tools that cover your core workflow before comparing advanced features.
Text Mining Software pricing varies widely — from free plans to enterprise contracts. 11 products on Spotsaas offer a free plan or trial:
The top rated Text Mining Software based on verified user reviews and SpotScore are Text2data, MetaText, MonkeyLearn. These tools score highest on ease of use, feature depth, and customer support — updated monthly from real buyer feedback.
Start by listing your must-have features — commonly Multi-language Support, Sentiment Analysis, Predictive Analysis, Segmentation, Audience Analysis, Document Classification. Then filter by team size, budget, and integrations you already use. Compare at least 3 options using free trials before committing. Spotsaas lets you compare side-by-side in minutes.
Yes — 11 Text Mining Software on Spotsaas offer a free plan or trial. Free plans cover core features for small teams; paid upgrades unlock advanced reporting and integrations.
The best Text Mining Software for small businesses are affordable, quick to set up, and scale without complexity. Look for per-user pricing, no long-term contracts, and strong onboarding support.
About the reviewer
Rajat Gupta is the founder of Spotsaas. Over the past two years, he has reviewed 2,000+ tools across CRM, HR, AI, and finance — applying hands-on product research and a background in commerce and the CFA program to evaluate software through a business and ROI lens. His goal: help teams make software decisions they won't regret.
Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].