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Top Rated Qualitative Data Analysis Software with Twitter

Last updated: September 2026

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18 software options

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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Dovetail logo

AI-native operating system for customer intelligence.

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Dovetail is the AI-native customer intelligence platform that provides a single system of record for transforming customer interactions into actionable insights. It allows product, design, and engineering teams to centralize unstructured data, drive understanding, and accelerate decision-making.

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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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EnjoyHQ logo

User research repository platform for UX teams

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EnjoyHQ is a cloud-based research repository platform designed to help organizations centralize and share UX research data with stakeholders & team members. Key features include user management, a collaborative workspace, app review translations, customer segmentation, and sentiment analysis.

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Apteco FastStats logo

Data analysis platform

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Apteco FastStats is data analysis software that enables users to organize and understand their customer data to deliver high performing marketing campaigns. It allows users to explore their data in greater detail than ever before through analysis and visualization tools. FastStats also provides the ability to create customer segments directly from charts and visualizations to improve engagement.

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Enterpret logo

Machine learning customer feedback analytics platform

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Enterpret is a platform for analytics on natural language. With itsl machine learning algorithms and API-first design, it offers customers actionable insights from customer feedback.

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Apteco Orbit logo

Platform to turn data into actionable customer insights

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Apteco Orbit is an actionable marketing insights platform that helps businesses connect and manage their marketing and other data. This software enables you to access all your connected data sources from a single view powered by FastStats Designer. Users can then integrate and connect data with preferred channels. It also provides analytics capabilities to explore data and create dashboards to share insights across organizations.

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Sisense logo

BI & dashboard software for multiple, large data sets

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Sisense data & analytics platform makes it incredibly easy to mashup data from across your entire data landscape and transform it into powerful, actionable analytics applications that can be embedded anywhere. From startups to brands like GE, Nasdaq, & Philips, thousands of organizations use Sisense

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InMoment logo

Customer and employee experience management software

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InMoment is a cloud-based CX software that helps midsize and large businesses collect and manage employee and customer feedback to improve brand experience.

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Lumoa logo

Go from customer feedback to action without the guesswork.

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Lumoa is the feedback analytics solution that looks at any interaction with your customers and tells you what to do next to grow your business.

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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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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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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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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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unitQ logo
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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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Wonderflow logo

Unified Voice of the customer analytics

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Wonderflow is the simplest AI-based solution to analyze the Voice of the Customer and get insights on Ratings & Reviews.

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Idiomatic logo

Use data to turn feedback into features with confidence.

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Idiomatic is the only customer feedback analytics solution that takes the time to train custom models on custom training data from each individual client we work with.

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Displayr logo

The all-in-one analysis and reporting software.

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Displayr is an AI-powered, all-in-one platform tailored for market researchers. Streamline analysis, create dynamic reports, and deliver real-time insights with ease. Unlock smarter insights today!

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