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IBM SPSS Statistics 31 is a comprehensive statistical software package designed to help users analyze and interpret complex data. It offers a user-friendly interface, advanced statistical techniques, and a wide range of tools to simplify data management, visualization, and reporting. With SPSS Statistics 31, users can:

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: A GNU project specifically designed to be a free replacement for SPSS, maintaining a very similar look and feel. While the temptation to get these features for

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| Feature / Aspect | IBM SPSS Statistics 31 | IBM SPSS Statistics 32 | | :--- | :--- | :--- | | | Introduced the AI Output Assistant; focused on multivariate visualization and non-linear dependency detection (Distance Correlation). | Adds advanced statistical techniques like Mediation Analysis, VAR model enhancements, and expanded Curated Help. | | Usability & Security | General usability enhancements; included targeted security improvements. | Features a customized help designer and the ability to disable the AI Output Assistant; focuses on enhanced security measures. | | Target Audience & OS Support | Ideal for users focusing on core data exploration and understanding complex patterns. Fully supports modern OS like Windows 11. | Best for advanced researchers needing cutting-edge statistical procedures. The most recent release ensures optimal compatibility with the latest OS updates. | | Release Date | June 2025. | April 2026. |

IBM SPSS Statistics is a comprehensive software tool designed for data analysis, statistical research, and data management. It's widely used across various industries for its robust capabilities in data analysis, survey research, and market research. The software provides a range of tools and techniques for data manipulation, statistical modeling, and data visualization. If you share with third parties, their policies apply

Improved UI modules for executing survival analysis, structural equation modeling (SEM), and ridge regression.

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