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Data Analysis Software with Sentiment Analysis (2026)

Last updated: April 2026

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118 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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IBM SPSS Statistics logo

Business intelligence and statistical analysis software

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IBM SPSS Statistics is a business intelligence software that helps businesses of all sizes conduct statistical analysis utilizing big data, machine learning algorithms, open-source extensibility, and other methodologies from within a unified platform.

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Minitab logo
Category Leaders

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
Category Leaders

Agentic Al-powered self-service Bl and analytics platform

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Robust data analytics platform that empowers organizations with decision-making at all levels of business

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Qlik Sense logo
Category Leaders

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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Domo is a comprehensive AI and data platform that connects and prepares data from any source, enabling users to transform it into insights. It helps users automate workflows, predict trends, and provide answers directly from the source for data-driven decisions.

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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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NewsData.io logo

Global news API for real-time data, insights, and innovation

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Newsdata.io is a news API that offers real-time breaking news, historical archives, and crypto news, along with news analysis.

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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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Alteryx Designer logo

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

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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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Lebesgue logo

AI Intelligence & First-Party Data for E-commerce Growth.

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Lebesgue is an AI analytics platform performing deep e-commerce data analysis (Shopify/Woo). Uses integrated store, ads, competitor & Le-Pixel (first-party) data for accuracy. Offers LTV/cohort analysis, product insights, ad audits & AI recommendations based on reliable data analysis.

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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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Bunker DB Analytics logo
Category Leaders

Make data work for you.

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Our technology enables the conversion and visual synthesis of raw data, giving a voice to marketers through data. It seamlessly exports, transforms, and loads information, aggregating data effortlessly and straightforwardly, for further analysis.

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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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Google Cloud BigQuery logo

Serverless and Multi-cloud Data Warehouse

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BigQuery is a serverless and multi-cloud data warehouse designed to help users turn big data into valuable business insights. Users can query structured data without the need to store it or load it into their own systems first.

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Gathr logo

Power AI with complete data context

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Gathr.ai powers AI with complete data context for higher quality intelligence.

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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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Emojot logo

All-in-one platform for customer-centric transformation

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Real-time sophisticated dashboards with custom views including powerful data drill-down capabilities, with efficient data processing.

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Dot Insights logo

All in one page, real-time, e-commerce data intelligence

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Datadot is an AI-driven platform for e-commerce intelligence. It empowers businesses to effortlessly handle pricing, data analysis, online reviews, and more. By capturing vital consumer touch points, it enables businesses to track, analyze, and excel in e-commerce.

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Alison.ai logo

Get Smart About Creative Analysis!

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Alison assists marketers in producing digital videos that perform better by applying AI to dissect a creative into a collection of components. Text, sound, images, characters, and even feelings like happiness or grief will all be present.

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Inzata logo

Data modeling, analytics & visualization tool for businesses

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Inzata is a cloud-based data analytics solution which helps businesses manage data integration, as well as data analysis from multiple sources. Key features include business intelligence, analytics, data transformation, trend analysis, pattern recognition, compliance, filtered views, and reporting.

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