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Data Analysis Software with Multivariate Analysis (2026)

Last updated: April 2026

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Data Analysis Software Key Features

    Based on 6113 user opinions, we identified 6 features that are important for any product in Data Analysis Software

  • Data Visualization

    Graphical representation of data

    Average user rating

    4.6

  • Reporting/Analytics

    View and track pertinent metrics

    Average user rating

    4.6

  • Data Import/Export

    Import and export data to and from software applications

    Average user rating

    4.5

  • Reporting & Statistics

    Collection, analysis & representation of numerical data and generation of reports to understand various patterns

    Average user rating

    4.6

  • Dashboard Creation

    Creation and customization of dashboards

    Average user rating

    4.6

  • Multiple Data Sources

    Allows users to manage data from a number of sources

    Average user rating

    4.7
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25 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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XLSTAT logo

XLSTAT | Statistical Software for Microsoft Excel

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The leading data analysis and statistical solution for Microsoft EXCEL®

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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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OriginPro logo

Cloud-based data analysis and graphing software

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OriginPro is a cloud-based data analysis and graphing software that provides a complete set of data exploration, peak fitting, and surface fitting analysis tools for businesses across multiple sectors, including academic institutions, government organizations, and non-profits.

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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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Stata logo
Category Leaders

Statistical software for data analysis

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Stata is an integrated statistical software for data analysis, visualization, and management across disciplines. It offers tools like linear and logistic regression, time-series, panel-data, survival models, causal inference, Bayesian analysis, and machine learning. Stata provides publication-quality graphics with customizable layouts and supports automated report generation, exporting to Word, Excel, PDF, and HTML formats.

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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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EngineRoom logo
Category Leaders

Cloud-based Data Analysis & Statistical Software

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EngineRoom is a cloud-based software that empowers data-driven decision-making, optimized operations, and streamlined processes through a comprehensive Lean Six Sigma problem-solving tools suite.

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SAS-STAT Software logo

Comprehensive statistical analysis with advanced modeling

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SAS-STAT Software offers comprehensive statistical analysis along with advanced modeling and reporting capabilities for large data sets. It allows users to investigate trends, develop forecasts, and build models by leveraging both linear and non-linear regression methods.

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CRM Analytics logo

Cloud-based and on-premise data analysis solution.

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CRM Analytics is a cloud-based and on-premise data analysis platform, which helps small to large businesses in finance, healthcare, life sciences, communications, manufacturing, consumer goods, and other sectors extract, visualize, connect, share, and clean data. Features include machine learning (ML), natural language processing (NLP), artificial intelligence (AI), forecasting, predictive modeling, and drag-and-drop data visualization.

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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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SAS Visual Analytics logo
Category Leaders

SAS gives you THE POWER TO KNOW®.

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SAS Visual Analytics facilitates data analysis in a low-code/no-code interface. Plus, augmented analytics and advanced capabilities accelerate insights and help uncover stories hidden in your data.

Use machine learning and natural language explanations to learn about your data with trusted results.

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Statgraphics Centurion logo

Multilingual data visualization & statistical analytics tool

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Statgraphics Centurion is a Windows-based software that helps businesses generate statistical reports, visualize data, and conduct predictive analysis. Data scientists can classify data, manage K-means clustering, create data associations, generate regression trees, and conduct text mining.

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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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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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Neuton AutoML logo

Machine Learning cloud platform. Zero coding

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Neuton AutoML is a machine learning platform that helps businesses solve regression, multinomial, and time series classification problems. Team members can conduct exploratory data analysis, identify effects of changing individual variables, detect impactful features, and predict model lifecycle.

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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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R++ logo

Ergonomic statistical analysis software

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R++ is an easy-to-use statistical analysis software designed for healthcare research. It enables doctors, interns and non-statistician researchers to carry out their data analyses in a very simple way.

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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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Visplore logo

Visual analytics platform for one-click root cause analysis

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Visplore enables industrial data analysis with guided root cause analysis and interactive time series analysis. Its process optimization workflows help engineers uncover performance drivers, compare operating states, and turn KPI deviations into fast, structured, and actionable insights.

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Trendalyze logo

Visualize, search & monitor for micro-trends in data

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Self service tools for search, analysis, dashboard and monitoring

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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 identify patterns, relationships and trends through interactive dashboards, reports, actionable alerts and advanced data discovery using a comprehensive set of enterprise-grade data analytics software.

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ndCurveMaster logo
(0)

Data analysis and curve fitting tool

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ndCurveMaster is a comprehensive data analysis software and curve fitting tool designed for researchers. It automatically applies nonlinear regression equations to complex datasets, supporting an unlimited number of input variables. With robust regression modeling, multidimensional polynomial regression, and advanced statistical analysis tools, ndCurveMaster helps users save time and make informed decisions faster.

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