List of the Top 16 Qualitative Data Analysis Software for Mac in 2025

Leverage Tableau to gather, generate, and assess business data, extracting significant insights through its extensive business intelligence (BI) and analytical features. This robust platform allows users to compile data from multiple sources, which include spreadsheets, SQL databases, Salesforce, and various cloud applications. With Tableau's real-time visual analytics and dynamic dashboards, users can thoroughly investigate and interpret datasets, leading to critical insights and the discovery of new business prospects. Moreover, Tableau provides a range of customization options tailored to different industry sectors, such as finance, telecommunications, and more, ensuring it addresses the specific needs of each field. Consequently, organizations can utilize Tableau not only to make informed decisions but also to foster sustainable growth and innovation in a competitive landscape. By integrating Tableau into their operations, businesses can further optimize their strategies for long-term success.

Highlighted Attributes: 1. Coding: COSTAQDA offers a comprehensive coding platform that empowers researchers to efficiently categorize and tag qualitative data. It accommodates a variety of coding styles, such as descriptive, narrative, in vivo, and emotion coding, making it versatile for different research approaches. 2. Ordering/Organizing: This software allows users to systematically arrange their coded data. Researchers can classify codes into hierarchies, categories, or themes, which is essential for grasping intricate relationships within the data and facilitates more profound analysis. 3. Theme Discovery: COSTAQDA is equipped with sophisticated tools for discovering and extracting themes from coded data. This capability for thematic analysis aids researchers in identifying patterns and insights that are vital for arriving at significant conclusions in qualitative research. 4. Testing Analysis: The platform also features a Testing Analysis component that assists in validating research findings. It offers an Inter-Coder Reliability test based on Cohen's Kappa, which helps ensure consistency and mitigate bias in coding, especially in collaborative research efforts. In addition, this feature enhances the overall reliability of the research process, allowing for more credible outcomes.

Discuss.io is an innovative platform designed to help international brands and agencies efficiently plan, conduct, and disseminate qualitative research discussions on a large scale. Our services support enterprise market researchers, UX professionals, product managers, sales teams, and brand managers in enhancing consumer engagement and optimizing their workflows. Notable features encompass live video interviews, mobile screen sharing, interactive whiteboards, and advanced tagging capabilities. Users can swiftly generate highlight reels that capture important moments, saving them valuable time spent on video review. Additionally, we provide an extensive array of market research services, such as moderation, human translation, recruitment, and program management available through our marketplace, ensuring comprehensive support for all research needs. By leveraging our platform, teams can foster deeper insights into consumer behavior and preferences.

SPC for Excel is a straightforward yet robust software package designed to meet all your needs for statistical process control and analysis. This tool empowers users to pinpoint areas of concern, derive insights from their data, detect emerging trends, and address issues—all within the familiar Excel environment. Whether you're a beginner or an expert, SPC for Excel supports your continuous improvement initiatives across various sectors, be they for-profit or non-profit organizations. It offers a comprehensive range of techniques for effective charting and analysis, including Pareto diagrams, histograms, control charts, Gage R&R assessments, process capability evaluations, distribution fitting, data transformation, regression analysis, design of experiments (DOE), hypothesis testing, and much more. With a one-time purchase, the software is yours indefinitely, allowing for two downloads per user and complimentary technical support. You can even explore a demo version to experience its ease of use firsthand. The software includes tools for process capability analysis to ensure customer satisfaction. Control charts and histograms help in the effective management of processes. Gage R&R studies validate your measurement systems, while problem-solving tools such as Pareto charts, scatter plots, and others assist teams in tackling challenges. Additionally, advanced data analysis features like DOE, ANOVA, and various statistical tests are available to cater to your more complex analytical needs. Ultimately, SPC for Excel stands as a versatile solution for those seeking to enhance their data analysis capabilities.

JMP, a data analysis tool available for both Mac and Windows, integrates robust statistical capabilities with engaging interactive visualizations. Users can effortlessly import and analyze data thanks to its drag-and-drop interface, which features dynamically linked graphics, extensive libraries of advanced analytical tools, a scripting language, and various options for sharing insights, enabling a more profound exploration of data. Founded in 1980, JMP was created to harness the emerging potential of graphical user interfaces for personal computers, and it has consistently evolved by incorporating state-of-the-art statistical techniques in each new version. Remarkably, John Sall, the founder of JMP, remains actively involved in the development of the software as its Chief Architect, ensuring that it stays at the forefront of data analysis innovation.

Explore a diverse array of data types such as text, images, audio clips, videos, websites, tweets, focus group conversations, and survey data. MAXQDA is notable for being both a robust and intuitive tool, distinguishing itself as the sole leading qualitative data analysis software that delivers a completely uniform experience across both Windows and Mac operating systems. No matter the method you choose for conducting interviews in the field, MAXQDA adeptly handles all file types. You can easily bring in handwritten notes, audio and video recordings, and transcripts generated by various transcription services, along with Word or PDF documents that contain annotations and highlights. Organize your files effectively by assigning distinct colors and categorizing them according to factors like location, time, topic, or type. The built-in MAXQDA transcription feature simplifies the process of transcribing audio or video files. As you transcribe, you can promptly begin coding your data, adding memos, and paraphrasing thoughts, ensuring that your insights are documented as they come to mind. This level of adaptability positions MAXQDA as an essential tool for researchers aiming to enhance the efficiency of their data analysis workflow. Researchers will find that its comprehensive features not only save time but also facilitate a more organized approach to qualitative research.

ATLAS.ti provides a robust platform for the qualitative analysis of extensive textual, graphic, audio, and video datasets. Featuring sophisticated tools, it enables users to creatively yet systematically organize, rearrange, and manage their materials effectively. This software ensures that you maintain a focus on your data, catering to all qualitative analysis requirements across various fields such as anthropology, economics, and criminology. It supports an extensive array of media formats for coding, including documents, audio files, and images. Various text document formats are compatible, such as .txt, .doc, .docx, .odt, and .pdf. Users can execute fully automated searches across numerous documents simultaneously, enhancing efficiency. Additionally, ATLAS.ti accommodates a wide range of audio formats like .wav, .mp3, and .wma, along with several video types such as .avi and .mp4, thereby ensuring comprehensive analysis capabilities across different media. This versatility makes ATLAS.ti an indispensable tool for researchers seeking to delve deeply into qualitative data.

Quirkos offers a user-friendly, affordable, and visual approach to the qualitative analysis of text data. Its distinct bubble interface enhances usability, providing users with immediate and intuitive insights. The platform facilitates live collaboration, enables side-by-side comparisons, and features powerful visualizations that help reveal intriguing discoveries. Additionally, Quirkos is accessible as both cloud-based and offline software, ensuring consistent functionality across Windows, Mac, and Linux operating systems. This versatility makes it a valuable tool for researchers and analysts alike.

QualSights stands out as a cutting-edge insights platform aimed at enabling brands, agencies, and consulting firms to capture more authentic and detailed consumer insights from around the world with exceptional speed and cost-effectiveness. Leveraging its unique technology, it allows businesses to gain immediate insights by closely monitoring and interacting with consumers during their shopping experiences or while using products in their natural environments. As the first and only fully integrated solution of its kind, QualSights skillfully merges qualitative and quantitative research methods, providing clients with greater depth, authenticity, and flexibility in their research pursuits. Additionally, the platform features a wide variety of data collection techniques while enhancing analysis through an advanced suite of AI tools that facilitate the easy identification and presentation of the most pertinent insights. This well-rounded strategy guarantees that clients can swiftly and effectively make informed decisions, leading to improved product development and marketing tactics. The ability to access genuine consumer feedback in real-time not only enriches the research process but also fosters stronger connections between brands and their target audiences.

Effortlessly manage your text data using a no-code interface designed to understand natural language, leaving the limitations of spreadsheets behind. Unlike conventional spreadsheets that struggle with the subtleties of language, SimpleX harnesses your understanding alongside its sophisticated features. Bid farewell to complicated queries and technical jargon; here, artificial intelligence functions seamlessly within an intuitive interface. Experience a tenfold enhancement in the speed of analyzing free text responses, allowing you to swiftly import, tag, classify, and organize countless quotes in mere seconds, as our AI handles the complex tasks. Instantly create treemaps or word clouds that can be easily incorporated into your presentations, along with structured exports rich in valuable insights. Capable of natively understanding and processing 50 languages, even in various formats, it can efficiently manage up to 10,000 text responses, including quotes, feedback, and reviews. With AI-powered analytical tools, it extracts insights at an accelerated pace, completing real-time tasks that previously required human effort. This advanced AI solution not only offers remarkable power but also prioritizes user-friendliness, fundamentally changing the way you engage with text data. As a result, you can now focus more on strategic decision-making rather than getting bogged down in data management.

This instrument serves as a highly effective resource for conducting qualitative research. Its capabilities enable researchers to gain deep insights into their subjects.

Chetu serves as a worldwide software development enterprise, delivering tailored technology solutions and support services to businesses across the globe at competitive prices. Its distinctive software delivery approach is crafted to address client requirements, making Chetu a comprehensive source for a wide array of software technology solutions. Headquartered in Sunrise, Florida, the company operates sixteen offices in the U.S., Europe, and Asia, boasting a team of over 2,200 software professionals skilled in more than 40 industry verticals. Chetu stands out as a reliable backend technology ally, facilitating the rapid development of desktop, mobile, and web applications with on-demand developers dedicated to advancing your business's objectives. This commitment to client success ensures that businesses can adapt rapidly to changing market demands while leveraging cutting-edge technology.

You can import large volumes of text into Transana from Word documents or RTF files in a straightforward format and then organize and code the data accordingly. Moreover, the platform allows for the simultaneous import, transcription, coding, and analysis of up to four media files, streamlining project management significantly. You can pinpoint media Clips in their relevant contexts and export these Clip videos whenever necessary. Additionally, Transana supports the importation of still images or the capturing of snapshots directly from your video data, providing flexibility in visual integration. You can crop, categorize, and apply coding shapes to your images, embedding them seamlessly into your Documents and Transcripts as required. Furthermore, the software permits the import of survey data formatted as spreadsheets for qualitative analysis, allowing for the selection of specific questions for automatic coding during the importation process. With Transana's powerful analysis tools, you can extract deeper insights from your survey responses, and the platform’s straightforward conversion feature enables easy transformation of your video files into formats conducive to analysis, thereby improving your project’s overall workflow. This extensive array of functionalities positions Transana as an invaluable asset for qualitative researchers aiming to effectively unify various data forms, promoting a more comprehensive understanding of their research outcomes. By integrating these diverse capabilities, users can enhance their analytical processes and achieve richer results in their studies.

Luminoso revolutionizes the way unstructured text data is transformed into essential business insights. By harnessing common-sense artificial intelligence, we enable organizations to comprehend and act upon the information they receive. Our platform is designed to require minimal setup, ongoing maintenance, or training, and it operates without the need for any initial data input. Luminoso merges cutting-edge natural language understanding technology with an extensive knowledgebase to learn and interpret words in context as humans do, allowing for rapid text analysis that takes minutes rather than months. Furthermore, our software supports over a dozen languages natively, empowering leaders to swiftly investigate data relationships, understand feedback, and prioritize queries to maximize value. As a privately held company, Luminoso is based in Boston, MA, and is dedicated to simplifying the complexity of data interpretation for organizations worldwide.

A platform dedicated to Machine Learning and Predictive Analytics significantly improves decision-making grounded in data and drives business expansion through advanced artificial intelligence within a cohesive framework of machine learning and big data analytics. OpenText Magellan harnesses the power of AI technologies to provide predictive analytics via intuitive and flexible data visualizations that amplify the effectiveness of business intelligence. The deployment of artificial intelligence software simplifies the challenges associated with big data processing, delivering crucial business insights that resonate with the organization’s primary objectives. By enhancing business functions with a customized mix of features—including predictive modeling, tools for data exploration, data mining techniques, and analytics for IoT data—companies can leverage their data to enhance decision-making based on actionable insights. This all-encompassing method not only boosts operational efficiency but also cultivates an environment of innovation driven by data within the organization. As a result, organizations may find themselves better equipped to adapt to changes in the market and swiftly respond to emerging trends.

Transform your product decision-making process to be five times more efficient with BuildBetter's cutting-edge Signal Engine, which revolutionizes qualitative data by streamlining the search, extraction, organization, and summarization processes. Enjoy an astonishing 78% uptick in insights derived from customer feedback when compared to teams utilizing conventional manual research approaches, marking a substantial leap forward in qualitative analysis. By systematically categorizing customer insights into relevant topics, themes, and issues, you can save an average of 200 hours each year. Our outstanding summarization features yield insights that feel remarkably effortless, whether it’s summarizing calls, feature requests, or any other data that BuildBetter can process. Thanks to our unique Call Intelligence, driven by the Signal Engine, you can meticulously monitor and assess every call received by your product team, ensuring that no critical information is overlooked. Enter a new phase of decision-making with BuildBetter, where actionable insights are readily accessible at your fingertips, empowering your team to make informed choices swiftly and effectively. This innovative approach not only enhances productivity but also fosters a culture of data-driven decision-making across your organization.