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Statistical Analysis Software with Sentiment Analysis (2026)

Last updated: March 2026

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19 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
Category Leaders

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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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
Category Leaders

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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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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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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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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Altair AI Studio logo

Predictive data analytics software

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RapidMiner is a data analytics solution that offers a range of products to mine data, understand it and use it to predict outcomes. The applications is designed for data scientists and business analysts to design their data analysis processes without the need for code. RapidMiner works in any environment and with any data source, and allows you to deploy your data models on any enterprise hardware.

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AddMaple logo

The fastest way to explore and visualize your raw data

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AddMaple is a data exploration tool that enables users to analyze and gain insights from data. It empowers users to unlock the true potential of data without the need for complex coding or spreadsheet manipulation.

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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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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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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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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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H2O Driverless AI logo

Automated AI & machine learning

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H2O Driverless AI is an automatic machine learning platform designed to support data scientists in any industry. Features include bring-your-own recipe, time-series and automatic pipeline generation, model scoring, validation, tuning, selection and deployment, and automatic feature engineering.

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MonkeyLearn logo

Text analysis with machine learning

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MonkeyLearn is a cloud-based text analytics solution that extracts data from emails, surveys, tweets, or any text and turns it into custom visualizations. The platform provides insights and workflow automations for support, product, customer experience (CX), and development teams.

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OpenText Analytics Cloud logo

Data visualization and analysis solution for business

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OpenText Magellan is a fully integrated AI & Analytics platform that lets users explore and understand data from disparate sources, then create consumer-friendly, engaging dashboards, reports and interactive visualizations that can be easily embedded, socialized and shared.

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Pecan logo

AI for Business

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Pecan is designed for any data-oriented teams, ready to gain the power of AI, without relying on limited in-house or external data science resources.

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