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Statistical Analysis Software with Machine Learning (2026)

Last updated: March 2026

Key features of Statistical Analysis Software

Based on GetApp's analysis of verified user reviews collected between July 2021 and August 2024.

  • Reporting & Statistics: Reviewers value the ability to present data-driven insights, customize reports, and facilitate effective collaboration and communication. 93% of reviewers rated this feature as important or highly important.
  • Data Visualization: Users highlight the ability to create clear, customizable, and interactive visualizations that aid in understanding complex data and making informed decisions. 93% of reviewers rated this feature as important or highly important.
  • Reporting/Analytics: Reviewers appreciate comprehensive reporting and analytics tools that combine code, visualizations, and insights to support decision-making and clear communication. 92% of reviewers rated this feature as important or highly important.
  • Data Import/Export: Users find it useful to import and export data in various formats, allowing seamless integration with other tools and facilitating data management and analysis. 90% of reviewers rated this feature as important or highly important.
  • Regression Analysis: Reviewers value the ability to perform various types of regression analysis, model relationships between variables, and make predictions for informed decision-making. 90% of reviewers rated this feature as important or highly important.
  • Statistical Simulation: Users appreciate the capability to model complex systems, generate random samples, and run simulations, which aid in exploring hypotheses and optimizing decision-making. 85% of reviewers rated this feature as important or highly important.
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22 software options

IBM SPSS Statistics logo
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SAS Viya logo

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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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Knowledge Studio logo
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Knowledge Studio is a machine learning and predictive analytics solution designed generate actionable data insights. The AI-based software can help businesses manage fraud and credit risks, supply chains, marketing analytics, and product lifecycle designs. With Knowledge Studio's no-code platform, users can connect to multiple data sources to extract data, generate usable datasets, and gather business insights with decision trees, regression models, and more.

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