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Qualitative Data Analysis Software for Mac

Last updated: March 2026

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28 software options

Tableau logo
Category Leaders

Visual analytics platform for data exploration

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Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionality for building interactive dashboards. It features AI-based analytics capabilities, integration with Salesforce CRM, and supports visual storytelling and collaboration across organizations.

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XM for Strategy & Research logo
Category Leaders

Customer insights & brand research survey management tool

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Get the data you need to make the most important decisions. Stats iQ enables everyone, from beginners to expert analysts, to uncover meaning in data, identify trends, and produce predictive models without spending days in SPSS or Excel - no training required.

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XLSTAT logo
Category Leaders

XLSTAT | Statistical Software for Microsoft Excel

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The leading data analysis and statistical solution for Microsoft EXCEL®

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Looker logo

BI platform for data exploration & analytics

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Looker is an enterprise platform for business intelligence, data applications, and embedded analytics, enabling real-time exploration and sharing of insights. It features a universal semantic modeling layer for unified, governed data, conversational analytics with Gemini for natural language queries, and capabilities for embedding interactive dashboards into applications. Looker integrates with Google Cloud and BigQuery, offering an API-first architecture for custom data experiences.

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ATLAS.ti logo
Category Leaders

Qualitative data analysis for text, graphical, audio & video

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ATLAS.ti is a qualitative data analysis platform, which allows businesses to analyze content including text, graphics, audio, and video for quality. The platform can be deployed in the cloud or on-premise using Windows, Mac, Android, or iOS devices.

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Wolfram Mathematica logo

Simulation solution for technical computing.

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Wolfram Mathematica is a simulation solution that offers a variety of functions including natural language input, real-world data capabilities, high-powered computation, and more. The platform provides various features such as machine learning, data science, and visualization. Its intuitive interface, predictive suggestions, and rich document organization make it incredibly user-friendly.

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Phocas logo

Business intelligence, financial reporting & sales analytics

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With Phocas, businesses can obtain qualitative data analysis in minutes instead of hours which saves enormous amounts of time.

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Make Opinion logo

fast insights, real people

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Market Research in the Digital Age. Seamless Integration with other Native Applications. Secure and Compliant. DIY Research at a Fraction of the Cost. Connect with Customers. Discover insights. Get Quality Answers. Analyze and Export Results. All in One Platform.

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Fullstory logo

Every data point has a story to tell

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Fullstory surfaces the sentiment between clicks so enterprises can create better products and experiences that win lifelong loyalty.

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JMP logo

Statistical tools for data analysis and discovery

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JMP is statistical software designed for data exploration and analysis, primarily serving scientists and engineers. The platform includes tools for data preparation, statistical analysis, graphing, and visualization within a single interface. JMP offers capabilities for importing data from multiple sources, automating repeat analyses without coding requirements, and sharing analytical discoveries across organizations.

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Thematic logo

AI-powered customer feedback analysis

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Thematic unlocks rich insights from unstructured feedback to help you build better products, reduce churn and drive growth. Without coding.

Add data from all channels for the full customer view. Build a product strategy off customer understanding and impact. See emergent issues as they arise.

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YouGov Surveys: Self-serve logo

Survey platform delivering real-world insights.

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The YouGov Surveys: Self-serve makes it easy to create and launch surveys in minutes. With flexible targeting, quick responses, and data from real people, brands get fast, accurate insights that reflect reality – so they can make smarter decisions with confidence.

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NVivo logo

Data analysis software for businesses and nonprofits

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NVivo is a data analysis software, which helps businesses in the education, healthcare, non-profit, public, and other sectors organize, store, or evaluate qualitative data and manage cloud-based collaboration and automated transcription processes.

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Intellicus logo

Business intelligence & analytics platform for enterprise

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Intellicus is a business intelligence and analytics platform with features like built-in ETL, data science integration, self serve reporting, personalized dashboards, predictive analytics, real time analytics and more.

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Quirkos logo

Qualitative analysis software

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Quirkos makes qualitative coding and analysis simple and intuitive, with a visual and colorful interface. Users are able to tag and code their data with bubbles, and use visual outputs and tools to see trends and patterns in their qualitative text data.

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Voxpopme logo

The Complete Qualitative Insights Platform

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Voxpopme transforms insights teams by collecting, centralizing, and analyzing qualitative data. The Voxpopme Qualitative Insights Platform uses artificial intelligence to enable teams to capture, understand, and act on all qualitative data in a single, integrated platform.

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Optimal Workshop logo

Build products users love.

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Transform user research into actionable insights with Optimal. Upload interviews and videos and let AI automatically surface key themes, insights, and highlight reels. Dig deeper with AI chat. Capture transcripts and notes, conduct affinity mapping, tag data, and uncover key user needs.

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Tatvam logo

Customer Experience tool for aquariums, museums & airports

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Tatvam is a must-have tool for attractions like museums, theme parks, zoos, and aquariums and flexible enough for restaurants and professional sports. It helps you analyze customer feedback and gain valuable insights to improve the visitor experience. Monitor & enhance your business with Tatvam now.

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OpenText Analytics Cloud logo

Data visualization and analysis solution for business

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OpenText Magellan is a fully integrated AI & Analytics platform that lets users explore and understand unstructured data from disparate sources. The data provides insights on metadata such as sentiment, emotion, or concepts for better decision-making while freeing up resources and time.

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Triple Whale logo

Marketing attribution software

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Triple Whale is a qualitative data analysis software that helps businesses gain insights into AI-generated creative insights and cohort analysis. The platform lets stakeholders integrate data from Shopify and all marketing efforts including Facebook, Google, TikTok, Pinterest, Amazon, Gorgias, Klaviyo, Snapchat, Slack, Fairing, Kno, Twitter and more.

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Luminoso logo
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Artificial intelligence (AI)-enabled analytics software

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Luminoso is a cloud-based text analytics software designed to help businesses of all sizes upload, analyze, and visualize structured and unstructured customer insights data using artificial intelligence (AI) and natural language understanding technology. The platform includes multilingual capabilities, enabling organizations to process data in Japanese, Korean, Arabic, Chinese, and various other languages.

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GetWhy logo
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Unlock quality insights from your consumers.

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GetWhy is a next-generation insights company. AI-powered for the highest speed, lowest cost, and best-in-class quality consumer insights.

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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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Insightech logo
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Understand why website users don't convert to grow revenue

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Australian Enterprise Web Analytics Software - Monitor User Journey - View Session Replays of Visitor Web Sessions - Heatmapping and Segmentation of User Data.

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Notably logo
(0)

Collect, analyze & share qualitative research.

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Notably is a cloud-based data-driven platform thoughtfully designed for research workflow. It lets users create a research repository, manage and track participants, analyze research data and share insights. It helps teams find insights by collecting, analyzing, and sharing qualitative research. Additionally, Notably replaces note-taking apps, transcription services, spreadsheets, whiteboarding tools & shared drives.

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