List of the Top 7 Text Mining Apps for Android in 2025

Medallia provides users with the ability to engage in meaningful and organized methods through both digital and traditional surveys. Our user-friendly survey solutions guarantee the collection of pertinent and actionable data that can lead to significant customer impacts. Utilizing advanced AI technology, Medallia analyzes both structured and unstructured survey data through machine learning, allowing it to reveal sentiment, forecast behaviors, pinpoint trends, and suggest actionable steps to enhance customer experiences. By creating highly effective surveys, you can transform customer journeys for the better. Furthermore, our platform allows for swift management of innovation and change across all facets of your experience management program, including design, email communications, survey questions, and language translations. With Medallia surveys, you are empowered to drive meaningful improvements in customer engagement and satisfaction.

Viztext provides a comprehensive approach to text analysis through its innovative 2D and 3D visual mapping capabilities, which include topic modeling, sentiment assessments, and word cloud generation. This distinctive machine learning algorithm facilitates the identification of themes within the analyzed text. By using interactive 2D and 3D maps, users can navigate through various topics effectively. The framework employs referential features to enable a coherent relational analysis of topics, complete with zoom-in and zoom-out functionalities and vibrant word clouds. Additionally, it evaluates the sentiment of the text through a pie chart that illustrates the proportions of positive, neutral, and negative sentiments. Visual representations also emphasize the key entities within the text by showcasing their respective percentages and highlights. Users can easily engage with the tool by dragging and dropping, uploading text files, or copying and pasting content from social media platforms. Alternatively, one can simply input a URL to analyze articles from specific websites, making it a versatile resource for text analysis.

Repustate is an innovative platform that leverages artificial intelligence for semantic search, sentiment analysis, and text evaluation, delivering exceptional data mining capabilities for organizations globally. This tool empowers businesses to sift through vast amounts of data, transforming terabytes of information into meaningful and actionable insights. With a commitment to providing in-depth analyses across various sectors—including Healthcare, Education, Banking, and Governance—Repustate ensures comprehensive understanding of complex, integrated datasets. Its advanced solutions facilitate sentiment analysis, text analytics, Voice of Customer (VOC) insights, and video content evaluation across diverse platforms. Embracing the informal language prevalent in social media, it adeptly handles a wide range of expressions, from acronyms and emojis to slang. Regardless of whether your data originates from YouTube, IGTV, Facebook, Twitter, TikTok, or internal sources like customer review sites and employee surveys, you can identify the key elements that matter most to your business and make informed decisions. In an increasingly data-driven world, Repustate stands out as a vital resource for organizations aiming to harness the full potential of their information.

For almost a decade, Babel Street has positioned itself at the forefront of the industry by utilizing its patented AI-driven analytics platform, which equips teams with crucial and timely insights through a cohesive interface that enhances analysis, action, and mission fulfillment. The innovative linguistics technology provided by Babel Street reveals and interprets actionable insights, acting as a powerful catalyst that bolsters customer initiatives on a global scale. Every piece of data, whether obtained from public sources or supplied by clients, is rapidly augmented and transformed into meaningful insights. Our AI-driven continuous search encompasses over 200 languages worldwide, enabling the identification, enrichment, and translation of the most relevant insights, irrespective of their source or language. By possessing one of the most comprehensive proprietary ontologies available, we go beyond mere machine translations to capture essential subtleties. The analytics platform from Babel Street functions as a thorough gateway for a holistic experience in enhancing digital data and converting it into knowledge, thereby ensuring users obtain insights that facilitate informed decision-making and strategic planning. In addition, by effortlessly merging diverse data sources, we enable organizations to tap into the complete potential of their information, ultimately driving greater success in their operations. This unique capability positions Babel Street as an indispensable partner in the evolving landscape of data analytics.

Sphinx iQ 3 is a versatile and intuitive multi-channel survey platform that supports you in every step of your projects, from designing surveys to interpreting and sharing results. By combining quantitative and qualitative visualization methods, Sphinx iQ 3 allows your data to present a thorough and nuanced perspective on your findings. This cutting-edge tool helps you fully leverage the insights from your research, guiding your decision-making processes. You have the flexibility to tailor your invitation messages and design unique surveys, modifying aspects such as layout, number of questions per page, types of questions, and appreciation notes. Your surveys can be further enhanced by incorporating conditional questions and referral options, ensuring that you address the right queries to the suitable participants. Furthermore, Sphinx iQ 3 facilitates the distribution of engaging and interactive questionnaires that are fully optimized for a range of devices, including desktops, tablets, and smartphones, enhancing user interaction through a responsive design. This adaptability not only helps you connect with your audience more effectively but also leads to richer data collection and analysis, empowering you to make better-informed decisions based on the results. With its robust features, Sphinx iQ 3 revolutionizes the survey process, making it accessible and efficient for all users.

The Clarabridge Platform brings together various sources of Voice of the Customer (VoC) data, integrating customer feedback and interactions into a unified system. By leveraging sophisticated AI-driven speech and text analytics along with superior Natural Language Understanding (NLU), it evaluates the conversations that take place daily between your customers and employees across multiple channels, including phone calls, live chats, private messages, and social media. With Clarabridge, you gain immediate insights into customer engagement ease (Effort), loyalty and emotional reactions, the factors influencing fluctuations in Net Promoter Score (NPS), as well as concerns related to customer churn and rising contact volumes. The analytics provided by Clarabridge facilitate rapid decision-making, timely actions, and thorough tracking of results. Partnering with Clarabridge not only offers solutions tailored to improving customer experiences but is also backed by a cutting-edge AI-powered text analytics engine that transforms confusion into clear understanding of customer interactions. As the only platform adept at capturing customer sentiments effectively, Clarabridge significantly enhances businesses' abilities to nurture and strengthen their customer relationships. Furthermore, this robust platform equips organizations with the tools necessary to adapt and thrive in an ever-evolving market landscape.

• Recognize Patterns • Showcase Outcomes • Topic Sentiment Evaluation • Amplified by Collaborative Intelligence Caplena is a cutting-edge customer feedback platform that employs augmented intelligence to empower market researchers, customer experience professionals, and consultants in uncovering deep insights from qualitative textual data. The idea for Caplena originated from co-founders Maurice and Pascal, who identified that many market research firms dealing with customer feedback face a prevalent issue: an abundance of open-ended responses paired with a lack of time for comprehensive analysis. Since its inception in the Spring of 2018, Caplena has successfully analyzed over 50 million responses and continues to add approximately 120 new projects weekly. Currently, it is recognized as the leading text analytics tool for over 100 companies in more than 15 countries, with prominent clients such as Swisscom, eBay, DHL, Coop, and Joyn, highlighting its significant influence and value in the market research sector. Its growth trajectory not only underscores its effectiveness but also illustrates the increasing reliance on technology-driven solutions in understanding consumer feedback.