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Top Rated Qualitative Data Analysis Software with Public administrations - Page 4

Last updated: September 2026

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116 software options

DiscoverText logo

Collaborative text analytics for academics, companies & govt

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DiscoverText is a text analysis & data science software used to evaluate large amounts of unstructured free text, public comments, survey responses, and other text data through a semi-structured workflow for creating custom text classifiers using machine learning and crowd source coding

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AWAI logo
(0)

3D visualization for AI chat analysis

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Qualitative material from conversations rather than forms. Respondents talk with the AI one-on-one from an invite link, and every conversation is regrouped by the opinion held and by the reason underneath it, so outliers and shared reasoning both stay visible. Up to 100 respondents on self-serve.

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Wootric logo

Modern customer experience and feedback management tool

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Modern Customer Experience (CX) management software. NPS, CSAT & CES micro surveys help you improve your customer journey.

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IBM Watson Studio logo

AI optimization and automation software

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IBM Watson Studio is a cloud-based data management solution for analysts, developers, and data scientists, which provides features such as automated data preparation, AI lifecycle automation, visual model development, automated feature engineering, decision optimization, explainable AI implementation, hyperparameter optimization, and automated model development.

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Kimola Cognitive logo
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Market research & customer insights platform

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Kimola Cognitive is a machine learning platform to analyze customer feedback. Users are able to create custom models, use gallery of pre-built models, scrape reviews and generate SWOT analysis, product descriptions, powerful marketing materials with GPT.

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SAS Viya logo

Cloud native AI and analytics platform

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SAS Viya is a cloud-native data and artificial intelligence platform designed to support analytics workflows across organizations. The platform features data management capabilities that provide access to multiple data sources with built-in governance and lineage tracking. It includes machine learning, statistical modeling, and data mining tools accessible through both visual and code-based interfaces, along with SAS Viya Copilot for AI-assisted tasks.

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Veradigm FollowMyHealth logo

Award-winning patient engagement platform

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With a mobile-first approach, Veradigm FollowMyHealth is a patient-engagement solution that helps meet patients on their terms and delivers accessibility with an integrated approach to patient engagement.

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Olvy logo

Manage your User Feedback like a Pro

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Olvy is a customer experience tool that helps businesses track and handle customer feedback, users’ needs, and helps you complete the loop with them once you’ve shipped something they asked for.

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MLY logo
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Cloud-based comment analysis system

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BlueML is a comment analysis system designed to help businesses gain in-depth analysis of open text comments in real-time. It enables professionals to optimize workflows, analyze comments based on students' and employees’ journeys, and gain insights into overall sentiments of employee and student comments, ranging from negative to positive, neutral, and ambiguous.

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Tupcan logo
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Website analytics platform for eCommerce websites

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Tupcan is a web analytics platform that helps businesses track issues impacting eCommerce websites to improve overall customer experience. It includes session replays, which allow teams to get insights into issues faced by customers while browsing the website.

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Skimle logo
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Software that helps analyse and structure qualitative data

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AI-powered qualitative analysis software that systematically analyzes interviews and documents with full transparency. Unlike AI chatbots, creates structured, verifiable and defendable insights. Trusted by universities, EU governments, and consultants. 

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Me-Grow Enterprise logo
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Integrated Insights Management Platform (AI-powered)

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Me-Grow Enterprise, powered by Markelytics Solutions, is an integrated platform designed to transform how businesses engage with customers. Combining both qualitative & quantitative data through surveys, polls, & discussions, it offers a mixed-methodology approach for deeper, actionable insights.

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Semantria logo
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Text analytics and sentiment analysis

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Semantria is a text analytics and sentiment analysis app that interprets social media engagement and other customer interactions. The app pulls data from tweets and Facebook posts, as well as survey results, reviews and other business content to identify trends and provide deeper customer insight.

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Stratifyd logo
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Augmented intelligence (AI) and data analytics platform

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Stratifyd is an augmented intelligence and data analytics platform which helps businesses collect, analyze, and visualize unstructured and structured customer data in real-time. Using the AI-enabled speech analytics solution, customer care representatives can develop transcripts of call recordings.

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Forsta logo

Cloud-based platform for creating online surveys

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Forsta (formerly FocusVision Decipher) is a cloud-based survey software designed to help businesses create customizable surveys in multiple languages to collect customers' feedback. Managers can visualize results in the form of tables or charts and filter received data based on targeted client segments.

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VizRefra logo

Cloud-based text analysis and content management software

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VizRefra is a web-based text mining and analysis tool that provides business managers with AI tools for text intelligence operations. Key attributes include graphical data representation, summarization, tagging, text analysis, topic clustering, sentiment analysis, and predictive modeling.

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Qemotion logo
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Emotional and semantic analysis software

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Qemotion is a cloud-based semantic and emotional analysis solution designed to help businesses evaluate the opinions of employees and customers via a unifed portal. The platform includes artificial intelligence technology, which lets organizations identify customer issues, track ratings and reviews, and take appropriate measures to ensure an optimized customer experience.

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EthOS logo
(0)

Great Experiences Start With Great Research

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EthOS brings companies closer to their customers by capturing experiences as they happen through videos, pictures, screen recordings, and text. This rich contextual data gives organizations a deeper understanding of their customers’ real-world experiences.

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Lettria logo
(0)

Document intelligence platform for regulated industries

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Cloud, VPC, and on-premises document intelligence platform for regulated enterprises, converting unstructured documents into.

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Receptiviti logo
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Software for analyzing spoken and written language

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Receptiviti analyzes spoken and written language, transcripts, email, chat, and other digital communication to generate validated psychological and behavioral measures. Its API, visual tools, and expert reports support HR, consulting, marketing, finance, and sports use cases.

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MeaningCloud logo
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Text analytics & natural language processing (NLP) software

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MeaningCloud is a text analytics software designed to help businesses across publishing, banking, insurance, healthcare, and pharmaceutical industries gain data insights into unstructured information sources. It enables employees to extract data from various document types.

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Flywheel logo
(0)

Flywheel. The Medical Imaging Data and AI Platform.

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Flywheel is a transformative medical imaging and data management platform powering the next wave of healthcare innovation. By alleviating the massive task of data management, Flywheel accelerates scientific collaboration and enables machine learning

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unitQ logo
(0)

Understand your users in real time

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unitQ provides AI-powered insights from user feedback to help you craft high-quality products, services, and experiences. The world's best companies like Spotify, Bumble, Pinterest, Upwork, Chime, and HelloFresh rely on unitQ to drive growth, reduce churn, and build loyalty.

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SAP HANA Cloud logo

Cloud-based application development and runtime environment

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Cloud-based application development tools with database building and on premise systems integration allowing rapid development and deployment of applications

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Progress Semaphore logo
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Metadata management and semantic AI software

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Progress Semaphore functions as a comprehensive metadata management and semantic AI platform designed to transform complex enterprise information into meaningful, actionable intelligence.

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