The complete statistical software for data science

Trusted by researchers for over 40 years

Analysts, researchers, and academics worldwide rely on Stata for accurate, reproducible results and seamless workflows.

Introducing Stata 19

Experience the latest advancements, including many new statistical features such as machine learning via H2O, CATE, and HDFE; more powerful tables and graphs; and improvements to the interface.

New in StataNow™

StataNow puts new features at your fingertips as soon as they are ready. See what's new in the latest update.

One platform.
All the tools you need.

No extra modules or hidden costs—Stata provides a complete suite of tools for reproducible statistical analysis, intuitive data visualization, efficient data management, and automated reporting.

Statistical features

Stata's statistical features empower you to answer a wide range of research questions. From linear and logistic regression to time-series and panel-data analyses, survival models, causal inference, Bayesian analysis, and machine learning, you can fit models, evaluate assumptions, make inferences, and interpret results with confidence.

Explore statistical features →

Publication-quality graphics

Create publication-quality graphs with customizable layouts, labels, and colors. Export seamlessly to EPS, PNG, PDF, SVG, or TIFF, making it easy to integrate visuals into reports and presentations.

Explore visualization features →

Prepare your data with confidence

Clean, reshape, and manage your data with ease. Stata's tools handle large datasets, missing values, merges, and time-series structures, helping you prepare your data for analysis using just a few commands.

See data management tools →

Automated reporting

Automate report generation with seamless exports to Word, Excel, PDF, and HTML. Create customizable tables and dynamic reports that update as your data change—ensuring transparency and reproducibility.

Automate your reporting →

Find the right tools for your research

Stata is designed for researchers across disciplines, providing powerful, flexible tools tailored to the unique needs of your field.

Behavioral sciences

Biostatistics

Data science

Economics

Education

Epidemiology

Finance, business, and marketing

Institutional research

Medical research

Political science

Public health

Public policy

Sociology

And many more

Learn from the experts

Whether you're new to Stata or looking to sharpen your skills, our training resources and documentation make it easy to master Stata.

From free webinars and video tutorials to NetCourses that fit any schedule and live classroom or web-based trainings, there are many ways to become proficient at Stata.

Stata Press publishes books, manuals, and journals about Stata and general statistics topics for professional researchers of all disciplines.

Stata's documentation consists of 19,000 pages detailing each feature in Stata, including formulas and fully worked examples.

Connect with the Stata community

Experience what happens when new and longtime Stata users from across all disciplines gather to discuss real-world applications of Stata.

6 November | Virtual

Join us for the 2025 Stata Economics Virtual Symposium, a meeting of econometric theory and applied research using Stata. The program consists of invited talks by top Stata users and researchers in economics, and the virtual platform allows you to experience this one-day event from wherever you are.

View the program →

21 November

Hosted by Ritme, scientific solutions

Call for presentations

12 December

Hosted by Timberlake Analytics Software Ltda.

Call for presentations

5 February

Hosted by Survey Design and Analysis Services (SDAS) and Columbia CP

Call for presentations

News and events

Publications

Handle high-dimensional categorical variables faster. Register for our new live Q&A webinar series. Discover resources that simplify your teaching. And more. All inside the latest issue of the Stata News.

Product

StataNow adds new features continuously throughout the year, ensuring you have access to the latest tools as soon as they are certified ready by our development team. Explore features introduced in the latest StataNow update.

Product

Experience the latest advancements, including many new statistical features such as machine learning via H2O; CATE and HDFE; more powerful tables and graphs; and improvements to the interface.

Stata Journal

The Stata Journal is a quarterly publication containing articles about statistics, data analysis, teaching methods, and effective use of Stata's language.

Stata Press

A new 361-page manual complete with fully worked examples to help get you started with machine learning via H2O in Stata.

Stata Press

Written for anyone who uses Stata to make graphs, from beginners to experienced Stata users.

Webinar

Register for this one-hour webinar on 15 October. We will show you how to use Stata 19's new cate command to estimate treatment effects per group rather than an overall effect.

Web-based training

Join us from 2–5 December to become familiar with the basics of data management, graphics, analysis, and reporting in Stata. You will learn how to work effectively in Stata using the menu system, Command window, and do-files.

NetCourses

The next round of NetCourses from 3 October to 21 November is now posted. NetCourses are self-paced online courses that help you learn Stata. Each course spans six to seven weeks with weekly lessons you can view at any time.

Spotlight

Modeling complex panel data often involves controlling for numerous categorical variables to account for unobserved heterogeneity. Discover how Stata 19’s new high-dimensional fixed-effects (HDFE) features make it easy to fit high-dimensional fixed-effects models to the IPUMS Current Population Survey.

Spotlight

Curious about Stata’s new machine learning features powered by H2O? Follow along with this example using gradient boosting machine and random forest to predict market value of soccer players. Do minutes played or goals scored have more impact?

Spotlight

Designing a clinical trial? Discover the gs suite of commands for calculating stopping boundaries and sample sizes for interim analyses or "looks". Stop the trial early for treatment efficacy or futility while controlling the familywise error rate.

Community corner

In the latest post on his website Playing with Stata, Dr. Fernando Rios-Avila provides insight about estimating conditional average treatment effects (CATE) by comparing the new cate command introduced in Stata 19 with standard regression techniques.

Community corner

Calling all Swifties! See how Kathryn Bender is using Taylor Swift to inspire the next generation of Stata users in her “Data Enchanted” workshop series.

Commumity corner

Learn how to customize your graph without writing code, apply the same edits to multiple graphs, and more in John V. Kane’s concise guide.

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The complete statistical software for data science

Trusted by researchers for over 40 years

Introducing Stata 19

New in StataNow™