Best Text Mining Software - Page 3

Compare the Top Text Mining Software as of April 2025 - Page 3

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    Relative Insight

    Relative Insight

    Relative Insight

    With a background in protecting children online, our comparative text analysis platform extracts business value from your text data. Relative Insight’s technology helps marketing insights professionals and brand specialists like you extract more value out of the text data you’ve already got. By utilizing a comparative approach, our platform helps you to generate rich audience insights quickly and at scale. This adds sophistication and science to your qualitative analysis. Equipped with unique marketing insights, brands can develop sharper communications, better brand positioning, and more resonant campaigns. Our platform will help you decipher and embrace your unstructured data and reduce the time it takes to analyze. This same approach can be used to analyze other primary research transcripts including videos, interviews, and focus groups, you’re sitting on a data goldmine! Relative Insight enables you to compare your brand messaging against competitors.
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    Canvs

    Canvs

    Canvs

    Canvs AI is an insights platform that transforms open-ended text from surveys, social media, transcripts, product reviews, and more into conversational intelligence about how people feel and why. Canvs is used by some of the world’s most admired brands, research agencies, and media and entertainment companies to accelerate time-to-insights, deepen understanding of audiences, and reduce the cost of analysis. Automate the analysis of open-ended text to quickly unlock consumer insights with deep, nuanced emotional context and high analytical confidence. Quickly explore, filter, and compare findings and generate stunning data visualizations with Canvs’ intuitive, easy-to-use insights portal. Streamline analysis of open-ends in your brand and concept tests and automate the coding of unaided awareness, recall and attribute questions. Quickly identify and categorize the sentiment and emotions associated with responses and respondents.
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    Spiketrap

    Spiketrap

    Spiketrap

    Get unparalleled clarity with audience insights, competitive intelligence, and bespoke AI solutions. Engage effectively with contextual advertising, influencer planning, and impact reporting. Visual data analytics tools, competitive intelligence, trending stories, and more. Including gaming ad target segments, available through major DSPs. Tailor-made for your needs, from market research to gaming marketing intel.
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    Docugami

    Docugami

    Docugami

    Document engineering empowers business users with an impact on day one, without any massive investment in machine learning, staff training, or IT development. Analyze agreements for risk, pricing, and obligations.​ Avoid costly penalties, and escalators due to delays. Transform carrier plans into data, so your brokers can focus on selling, not data entry. Cut costs, and improve quality vs annual temp staffing. Scour your MSAs and SOWs for deliverables, pricing, liabilities, and legal risk.​ ​Avoid expensive surprises. Cut the cost of diligence in transactions. Identify price variations, renewal deadlines, sub-lease options, and tax issues across entire portfolios. Comply with tax laws, optimize rents, and avoid fees. Unlock the data in your unique documents to increase productivity, compliance, and insight. Re-paper legacy licenses to comply with new regulatory and customer requirements. Assure quality reviews and documentation.
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    Lexalytics

    Lexalytics

    Lexalytics

    Integrate our text analytics APIs to add world-leading NLP into your product, platform, or application. The most feature-complete NLP feature stack on the market, 19 years in development and constantly being improved with new libraries, configurations, and models. Determine whether a piece of writing is positive, negative, or neutral. Sort and organize documents into customizable groups. Determine the expressed intent of customers and reviewers. Find people, places, dates, companies, products, jobs, titles, and more. Deploy our text analytics and NLP systems across any combination of on-premise, private cloud, hybrid cloud, and public cloud infrastructure. Our core text analytics and natural language processing software libraries are at your command. Suitable for data scientists and architects who want complete access to the underlying technology or who need on-premise deployment for security or privacy reasons.
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    Salience

    Salience

    Lexalytics

    Text analytics and NLP software libraries for on-premise deployment or integration. Integrate Salience into your enterprise business intelligence architecture or white label it inside your own data analytics product. Salience can process 200 tweets per second while scaling from single process cores to entire data centers with a small memory footprint. Use Java, Python, .NET/C# bindings for higher level ease or the native C/C++ interface for maximum speed. Enjoy full access to the underlying technology. Tune every text analytics function and NLP feature, from tokenization and part of speech tagging to sentiment scoring, categorization, theme analysis, and more. Built on a pipeline model of NLP rules and machine learning models. When issues arise, see exactly where they are in the pipeline. Adjust specific features without disrupting the larger system. Salience runs entirely on your servers while staying flexible enough to offload insensitive data to cloud servers.
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    Fathom Lexicon

    Fathom Lexicon

    Fathom Lexicon

    Efficiently analyze large volumes of text with Lexicon's advanced algorithms, automatically extracting custom entities and disambiguating terms to provide clear, concise insights. Lexicon extracts key elements from texts based on specified terms, saving time and effort. Its intelligent disambiguation feature distinguishes between multiple-meaning terms for accurate results. Lexicon's glossary feature provides a centralized location for all extracted terms and definitions, promoting clear team communication. The dedicated Term Page allows for in-depth comprehension of relevant terms, facilitating informed decision-making.
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    Enterpret

    Enterpret

    Enterpret

    Enterpret enables companies to analyze their customer feedback at scale. We are solving complex problems in NLP, ml-ops, analytics, and data visualization. We exist to solve customer pain - continuously learn about our customer’s most critical pain points and solve them. What we achieve is defined by what we aim to accomplish. We set ambitious goals for ourselves and back ourselves to hit them. Failures we encounter along the way are fuel for us to learn and get better. The system of intelligence for all customer feedback ensures you build the right things first. Leverage the feedback users have already shared by joining it with user behavior segments. Save time setting up user interviews and surveys.
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    Artificio

    Artificio

    Artificio Products Inc

    Artificio is an innovative automation tool developed by Artificio Products Inc, designed to revolutionize data processing and eliminate manual data entry. This cutting-edge software utilizes state-of-the-art AI and machine learning models to extract, segregate, validate, and integrate unstructured datasets from different sources, including texts, PDFs, and images. By converting unstructured information into structured data, Artificio empowers businesses to unlock the full potential of digital intelligence.
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    WordStat

    WordStat

    Provalis Research

    WordStat is a flexible and easy-to-use text analysis software – whether you need text mining tools for fast extraction of themes and trends, or careful and precise measurement with state-of-the-art quantitative content analysis tools. WordStat can be used by anyone who needs to quickly extract and analyze information from large amounts of documents. Our content analysis and text mining software can be used in many applications such as analysis of open-ended responses, business intelligence, content analysis of news coverage, fraud detection and more. WordStat‘s seamless integration with SimStat – our statistical data analysis tool – QDA Miner – our qualitative data analysis software – and Stata – the comprehensive statistical software from StataCorp, gives you unprecedented flexibility for analyzing text and relating its content to structured information, including numerical and categorical data.
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    Verint Text Analytics
    Extract actionable business intelligence from unstructured data across web chat, email, social media, and call notes to drive an enhanced insight into your customer experience (CX). Use multichannel analytics to better understand your multichannel customers. Your customers are now multichannel and as a result your customer and employee analytics must also be multichannel. While voice remains a critical channel, customers are increasingly choosing digital customer service channels such as chat, email and social media. Adding Text Analytics gives you a holistic analysis of your customer engagement strategy.
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    SAS Text Miner

    SAS Text Miner

    SAS Institute

    Extract information from a collection of text documents and uncover the themes and concepts that are concealed in them. SAS Text Miner enables you to combine quantitative variables with unstructured text and thereby incorporate text mining with other traditional data mining techniques. SAS Text Miner is a component of SAS® Enterprise Miner. SAS Enterprise Miner must be installed on the same machine. SAS High-Performance Text Mining runs on a computer grid or a single computer system with multiple CPUs. Text algorithms are multi-threaded and process in-memory, which increases responsiveness and concurrency, reducing I/O burden. It is accessible as nodes within the SAS High-Performance Data Mining environment or as two procedures PROC HPTMINE and PROC HPTMSCORE. Learn SAS technology quickly and efficiently by taking a course from the analytics experts.
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    Clarabridge

    Clarabridge

    Clarabridge

    The Clarabridge Platform aggregates all VoC data, customer interactions and feedback, into a single platform. We use AI-powered speech and text analytics, with the industry’s best Natural Language Understanding (NLU), to evaluate the conversations your customers and employees are having every day in phone calls, live chats, private messages and on social media. Clarabridge gives you timely answers about ease of doing business (Effort), customer loyalty and emotions, root cause of NPS change, churn or high contact volume and much more. Clarabridge insights help you make decisions, act fast, and track results. Partner with Clarabridge, whose solutions are purpose-built for customer experience and backed by an AI-powered best-in-class text analytics engine, to transcend from complexity to clarity and truly understand every customer interaction. Clarabridge is the only platform that provides a highly effective means of capturing what customers are saying.
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    Rosette

    Rosette

    Basis Technology

    An adaptable platform for text analysis and discovery. Built for the most demanding text analytics applications and engineered to deliver high accuracy without sacrificing speed. A fully adaptable platform that is an ideal foundation for natural language processing applications. Text analytics fundamentals to prepare your data for analysis. Language-specific tools for tokenization, part-of-speech tagging, lemmatization, decompounding, and Chinese and Japanese readings for your input. Every language, including English, presents unique and difficult challenges for search applications to deliver relevant and precise results. Rosette® Base Linguistics (RBL) enables enterprise applications to effectively search or process text in many languages by providing a complete set of linguistic services. RBL enriches the original text in its native language for best-of-class natural language processing, improving speed and accuracy.
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    OpenText Magellan
    Machine Learning and Predictive Analytics Platform. Augment data-driven decision making and accelerate business with advanced artificial intelligence in a pre-built machine learning and big data analytics platform. OpenText Magellan uses AI technologies to provide predictive analytics in easy to consume and flexible data visualizations that maximize the value of business intelligence. Artificial intelligence software eliminates the need for manual big data processing by presenting valuable business insights in a way that is accessible and related to the most critical objectives of the organization. By augmenting business processes through a curated mix of capabilities, including predictive modeling, data discovery tools, data mining techniques, IoT data analytics and more, organizations can use their data to improve decision making based on real business intelligence and analytics.
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    Biz7

    Biz7

    Luma7

    Different businesses operations often create a high number of documents, but often have trouble to keep track of everything and find similar or related information to each document, context or phrase. Luma7 solves these issues by generating links automatically between documents, Independent of keywords, metadata or tags. Our algorithms are able to find all possible relations between documents by processing all the text on each and understanding the underlying connections. Keeping track of all the documents produced, links across multiple sources of documentation, fully automated link creation between multiple documents, concept-to-concept relations, concept-to-document relations. Automated tagging of each document, including related keywords not present in the text, automated processes of connections across all the archive of articles, entity recognition across documents, support in several languages, and more.
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    OpenText Unstructured Data Analytics
    OpenText™ Unstructured Data Analytics products employ AI and machine learning to help organizations uncover and leverage key insights stored deep within their unstructured data, including text, audio, video, and images. Organizations can connect all their data to understand the context and information locked inside high-growth unstructured content—at scale. Discover insights hidden within all types of media with unified text, speech, and video analytics that support more than 1,500 data formats. Use natural language processing, optical character recognition (OCR), and other AI-powered models to understand and track the meaning within unstructured data. Employ the latest innovations in machine learning and deep neural networks to understand written and spoken language in data, revealing greater insights.
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    uCrawler

    uCrawler

    uCrawler

    uCrawler is an AI-based news scraping cloud service. Add latest news to your website or app via API or ElasticSearch, MySQL or Postgres export. If you don't have a website, you can use our news website template. Get a ready-to-use news website in 1 day with uCrawler CMS! Create custom newsfeeds filtered by keywords for news monitoring and analytics. Data scraping. We extract data from PDF, Word, Excel, PowerPoint files on webpages and Telegram channels.
    Starting Price: $100 per month
  • 19
    Amazon Comprehend
    Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights and relationships in text. No machine learning experience required. There is a treasure trove of potential sitting in your unstructured data. Customer emails, support tickets, product reviews, social media, even advertising copy represents insights into customer sentiment that can be put to work for your business. The question is how to get at it? As it turns out, Machine learning is particularly good at accurately identifying specific items of interest inside vast swathes of text (such as finding company names in analyst reports), and can learn the sentiment hidden inside language (identifying negative reviews, or positive customer interactions with customer service agents), at almost limitless scale. Amazon Comprehend uses machine learning to help you uncover the insights and relationships in your unstructured data.
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    Infinia ML

    Infinia ML

    Infinia ML

    Document processing is complicated, but it doesn’t have to be. Introducing an intelligent document processing platform that understands what you’re trying to find, extract, categorize, and format. Infinia ML uses machine learning to quickly grasp content in context, understanding not just words and charts, but the relationships between them. Whether your goal is process automation, predictive insights, relationship understanding, or a semantic search engine, we can build it with our end-to-end machine learning capabilities. Use machine learning to make better business decisions. We customize your code to address your specific business challenge, surfacing untapped opportunities, revealing hidden insights, and generating accurate predictions to help you zero in on success. Our intelligent document processing solutions aren’t magic. They’re based on advanced technology and decades of applied experience.
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    Pienso

    Pienso

    Pienso

    Creating a topic model from scratch takes advanced programming know-how. This expertise is expensive, and supersedes the knowledge that matters most: familiarity with your data. Labeling your own training data is slow, tedious, and costly. Farming it out to workers paid a low wage is faster and cheaper, but compromises accuracy and nuance. Either approach leaves you stuck with a fixed taxonomy that's hard to evolve. It’s time to stop tagging. Free subject matter experts to model and analyze their own data. You've got mountains of text data, filled with insights just waiting to be mined. And Pienso is here to help. Pienso is designed to train models with your own data, because we know that works best. Whether your data is unstructured or semi-structured, long or short, Pienso can help you parse it into insight.
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    Acodis

    Acodis

    Acodis

    Intelligent document processing automates the processing of data within documents, contextualizing the document, understanding the information, extracting it, and sending it to the right place. With Acodis, you can do all of this in just a few seconds. The world is full of unstructured data hidden in documents and it will be for a long time to come. That's why we built Acodis so that you can extract data from any document, in any language. Get structured data from any document with machine learning, in seconds. Build and combine document processing workflows with a few clicks, no coding required. Once you capture and automate your document's data, integrate the process into your existing systems. Acodis offers an easy-to-use user interface. This enables your team to automate document-related processes and enables you to make faster decisions based on machine learning. Use the REST client in the programming language that you are using and integrate it with your existing business tools.
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    Instabase

    Instabase

    Instabase

    Important insights that enterprises require to serve customers and make decisions are buried in silos in huge volumes of data like invoices, physical contracts, applications, and more. Yet, 80% of enterprise data remains unstructured, and traditional approaches have failed to move the needle towards true automation. Unlocking this insightful information means transforming the customer journey, from onboarding to borrowing. What if you could automatically understand unstructured data that came into your organization, from emails and statements to customer data and contracts? Instabase is powering solutions that drive revenue and transform the bottom line across industries, from banking and insurance to healthcare and federal government. Swap between the best deep learning models as they emerge from Instabase and the market; host and run third-party models directly on the platform. Revolutionize how you serve customers and transform the cost base.
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    Commerce.AI

    Commerce.AI

    Commerce.AI

    Our systems intelligently gather a variety of high quality unstructured data streams across hundreds of sources, in the form of text, voice, images and videos. Our systems clean this data and are trained to extract signals across products, services, attributes, brands, sentiments, customers, markets, and trends. It gets synthesized and contextualized using our proprietary Deep Product Learning ® technology. Use our enterprise-grade integrations to ingest your private data. Assess and benchmark your view of your products and services with the competitive landscape. Our platform delivers powerful AI-driven actions where you need it - dashboard, APIs and integrations - and turn insights into action, across PIMs, CRMs, voice assistants, chatbots, and more.
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    Klassifier

    Klassifier

    Klassifier

    Klassifier is a no-code machine learning solution for CRM, IT, support, HR, and high-speed teams. Our cloud-based software solution allows its users to create complicated machine learning models without writing a single line of code. No previous experience is needed! It's just a few clicks away!
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    Caplena

    Caplena

    Caplena

    • Categorize Themes • Visualize Results • Topic-Level Sentiment Analysis • Powered by Collaborative AI Caplena is a customer feedback tool that uses augmented intelligence to help market researchers, CX professionals, and consultants uncover deep insights from their open-ended text. Caplena’s story began when co-founders, Maurice and Pascal, realized that most market research firms that handle customer feedback face the same issue: Too many open ends and not enough time to accurately analyze them. Since its inception in the Spring of 2018, Caplena has analyzed over 50 million responses, with 120 new projects added each week. Today Caplena is the text analytics tool of choice for over 100 companies in more than 15 countries, boasting customers such as Swisscom, eBay, DHL, Coop, and Joyn.
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    Adarga

    Adarga

    Adarga

    We are faced with overwhelming volumes of unstructured data, news feeds, reports, presentations, videos, etc. There is a powerful competitive advantage for organizations able to exploit unstructured data, yet only 1% are able to leverage it as a strategic asset. Adarga’s knowledge platform processes unstructured data at a speed simply unachievable by humans alone, presenting it in comprehensible formats. Users can accelerate reporting, analyze complex situations and understand intricate networks with out-of-the-box AI capability that enhances human decision-making. The Adarga knowledge platform transforms productivity and extends human capability by automating time and knowledge-intensive tasks. It uses cutting-edge AI techniques, including natural language processing and network science, to understand and analyze unstructured data at speed, fusing it into a single, secure software platform.
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    Kyndi

    Kyndi

    Kyndi

    Kyndi’s advanced AI solutions support your organization’s critical long-term objectives for strategic direction and risk management. Kyndi’s AI software can be used in conjunction with RPA tools to build bots that analyze text and automate inefficient workflows. Kyndi’s technology allows your threat assessment process to be dramatically better by integrating disparate data from information silos at scale. Kyndi’s patented AI technology, including Natural Language Processing, Knowledge Graphs, and Machine Learning, enables organizations to analyze long-form text in a smarter, faster, and more explainable way. Kyndi works with major entities across a broad spectrum of categories in the Federal Government sector, including Defense, Intelligence, finance, healthcare, IT, and infrastructure. Institutional knowledge is centralized and used across multiple domains.
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    Ingenia

    Ingenia

    Retechnica

    Magically extracts meaning from your content. Tailored to you. Machine Learning Ingenia uses proprietary advanced machine learning algorithms to give structure to the content you send to it via our API, by finding the unique patterns that associate your content with your tags. Made to measure Ingenia is tailored to your content: why use standard generic categories, when you can choose the ones that are best suited to your content? Ingenia will learn about them. And you can change them any time. You're in charge. Continuously adapts to your content The way you categorize your content is bound to change over time. Instead of being stuck with outdated categories, or having to manually modify them again and again, let Ingenia take care of it, as it automatically evolves with your content.
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    Leximancer

    Leximancer

    Leximancer

    Powering your analysis. Leximancer automatically analyses your text documents to identify the high level concepts, delivering the key ideas and actionable insights you need with powerful models, interactive visualizations and data exports. Leximancer supports processing text from a number of different formats and languages. Single or large document collections supported. go beyond text, find meaning. Text is more than a collection of words. Text tells a story. Ideas, concepts, and relationships are buried in the words. Identifying the concepts quickly and effectively is key to taking advantage of what text is really saying. Customer surveys, published articles, interview transcripts, long reports, web pages, feedback forms, tweets, and more. Find out what is really being said. Key Leximancer Features. Text Modelling. Minimal set-up. No training sets or key term dictionaries. No human bias in analysis Finds Concepts in Context, not keywords. Useful results fast.