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Editors' Review · August 31, 2025

Analyze, organize, and create graphs

A mainstay in the world of data, Stata is a comprehensive statistical software package favored by researchers and analysts. It is a robust and integrated solution for data analysis, management, and visualization. With its intuitive syntax and powerful capabilities, it has become a go-to learning tool for a wide range of academic and professional fields. 

Similar to other statistical software like SPSS and SAS, Stata is a powerful workhorse for handling complex datasets. What makes it stand out, though, is its consistent development and user-friendly interface. Unlike the open-source R or Python, its commands are official and fully integrated.

Stata's primary function is to empower users to analyze, organize, and create compelling graphs from their data. Its command-line interface, while initially intimidating, offers immense flexibility and control. This allows for the automation of complex tasks and the creation of reproducible research. Users in diverse fields, from economics and medicine to political science and psychology, rely on this software to glean valuable insights from their data.

Command-line data analysis

The program offers three main versions—Stata/MP, Stata/SE, and Stata/BE—each tailored to specific data and computational needs. Stata/BE is the basic version, suitable for smaller datasets, while Stata/SE is designed for larger datasets and more demanding research. The most powerful version, Stata/MP, is optimized for multicore processors, making it a performance powerhouse for the largest datasets and most computationally intensive analyses.

Despite its powerful features, some users have noted a significant drawback. A common critique is its steep learning curve, especially for those new to command-line interfaces. While the software does offer a graphical user interface, many of its most powerful and flexible features are only accessible through its unique syntax. This can present a high barrier to entry for beginners and those accustomed to more intuitive, point-and-click software.

For data-driven decisions

While the learning curve can be steep, Stata remains a strong contender in the statistical software market, especially for users who value a comprehensive, integrated, and professionally supported package. It is an ideal tool for anyone needing to work with data efficiently and with a high degree of precision. Its ability to handle large datasets, combined with its powerful command language and extensive documentation, makes it a reliable choice.

Enlarged image for Stata
Stata 0/1

Technical

Title
Stata 19.5 for Windows
Requirements
  • Windows 10
  • Windows 7
  • Windows 8
Language
English
Available languages
English
License
Full
Latest update
Author
StataCorp LLC

Program available in other languages



Changelog

We don’t have any change log information yet for version 19.5 of Stata. Sometimes publishers take a little while to make this information available, so please check back in a few days to see if it has been updated.

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