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Data Visualization Software with Sentiment Analysis (2026)

Last updated: April 2026

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38 software options

Tableau logo

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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Minitab logo

Visualize, analyze, and harness the power of your data.

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Minitab is a statistical and data analytics software, which helps organizations predict, visualize, and analyze business data to forecast patterns, discover trends, view relationships between variables, and more. The built-in assistant lets users manage data analysis and interpretation operations.

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Zoho Analytics logo

Agentic Al-powered self-service Bl and analytics platform

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Data visualization software that helps you visualize data, discover underlying trends, gain insights, and make data-driven decisions

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Qlik Sense logo

End-to-end data analytics platform

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Qlik Sense is a business intelligence (BI) and visual analytics platform that supports a range of analytic use cases. It supports a full range of users and use-cases across the life-cycle from data to insight.

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Domo logo

The AI and Data Products Platform

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Our cloud-native data experience platform goes beyond traditional business intelligence and analytics, making data visible and actionable with user-friendly dashboards and apps.

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ATLAS.ti logo

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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ClicData logo

The Modern Data Platform made for data people.

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ClicData is a modern data platform to build your data stack or enhance your existing one with powerful, integrated tools.

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SAP Analytics Cloud logo
Category Leaders

Web-based financial planning, BI analytics and collaboration

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SAP Analytics Cloud is a SaaS solution for blending BI data from multiple sources, accessing visualizations, viewing reports and sharing insights socially

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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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Spotfire logo

Visual data science to make smart people smarter

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Spotfire is a visual data science solution, combining advanced analytics with industry-specific visualizations.

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MicroStrategy Analytics logo

Intelligence Everywhere

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MicroStrategy ONE integrates the power of generative AI with the precision of BI and Analytics.

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Rayven logo

Turn messy, siloed data into automations + operational apps.

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Rayven delivers operational systems for industrial businesses, turning messy data into automation and made-to-fit operational applications.

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Zema Enterprise logo

Data extraction and visualization software

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ZEMA is a data extraction and visualization software that is designed for businesses in several industry segments, such as energy, insurance, agriculture, publications, and gas retail. It helps organizations capture data, conduct data analytics, aggregate data, manage search operations, and more from within a unified platform.

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Displayr logo
Category Leaders

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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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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evasys logo

Cloud-based feedback automation platform

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evasys is a cloud-based feedback automation platform that helps businesses automate survey processes, including creation, execution and result analysis.

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Max AI logo

A GenAI analytics assistant for analyzing enterprise data

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AnswerRocket is an AI-powered augmented analytics platform that enables business users to get instant answers and insights from their data. With AnswerRocket, customers can monitor key metrics, identify performance drivers and detect critical issues in seconds.

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Lumenore logo

Self-Service Business Intelligence with no-code analytics

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Lumernore Analytics is a business Intelligence software with no-code analytics. The platform helps users get actionable intelligence that is connected to their data - from all types of sources.

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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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Harmoni logo

Cloud-based market research analysis and data visualization

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Harmoni is a cloud-based market research data analysis and visualization platform to empower corporate and brand teams. Harmoni supports multiple data sources, API-based integration, automated data processing, drag and drop table creation, dashboards, charting and alerting.

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Oracle Analytics Cloud logo

Become analytics-driven to improve business decisions

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Oracle Analytics is the cloud platform for the entire analytics process. It securely ingests, models, prepares, enriches, and visualizes data, with embedded ML & natural language tech to increase productivity. Available on-prem, cloud, or hybrid, it offers flexible cloud paths.

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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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Keatext logo

Your most impactful improvements start here.

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Keatext is a text analytics solution that delivers AI-based recommendations and ready-to-share reports leveraging GPT to improve customer experience.

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MPP BI logo

Advanced Analytics Platform

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MPP BI is a next-generation data analytics platform built for both traditional and advanced analysis of large-scale data in minimal time. It not only helps you make better and smarter decisions faster, but also ensures full compliance with data governance and reliability standards.

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SemanticForce logo

eCommerce intelligence and customer service platform.

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SemanticForce is a media intelligence and customer service platform equipping users with deep semantic and visual analysis. It enables businesses to perform deep listening, advanced analytics and offers them a helpdesk platform. The tool provides a 360 market view that covers news, social media, reviews, pricing, ads, and threats intelligence within one ecosystem.

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