# Stata Reviews **Vendor:** StataCorp **Category:** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis) **Average Rating:** 4.3/5.0 **Total Reviews:** 166 ## About Stata The complete statistical software for data science. Stata delivers everything you need for reproducible data analysis—powerful statistics, visualization, data manipulation, and automated reporting—all in one intuitive platform. ## Stata Pros & Cons **What users like:** - Users value the **coding simplification** in Stata, appreciating its ease of use and flexibility for data analysis. (2 reviews) - Users appreciate the **analytics advancement** in Stata, with easy big data analysis and diverse built-in methods. (1 reviews) - Users praise Stata for its **easy big data handling** , highlighting simple coding and diverse analytical methods. (1 reviews) - Users value the **flexibility of coding** in Stata, finding it easy to use for data management tasks. (1 reviews) - Users find Stata's **ease of installation** appealing, facilitating quick implementation for data management and monitoring tasks. (1 reviews) - Ease of Use (1 reviews) - Flexibility (1 reviews) - Users value the **speedy analysis** capabilities of Stata, facilitating prompt project progress evaluations. (1 reviews) - Users value the **quick statistical analysis** capabilities of Stata, enhancing project reporting efficiency. (1 reviews) **What users dislike:** - Users find that Stata requires **excessive memory usage** for background statistical analysis, impacting performance negatively. (1 reviews) - Users express concerns about **poor customer support** , which detracts from their overall experience with Stata. (1 reviews) - Users find the **poor graphics** in Stata less visually appealing, impacting their overall experience with the software. (1 reviews) ## Stata Reviews ### 1. Intuitive and Easy to Learn, but Pricey with CPU and Version Compatibility Hiccups **Rating:** 3.5/5.0 stars **Reviewed by:** Andrés G. | Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** April 21, 2026 **What do you like best about Stata?** Easy to use, with a straightforward learning curve and a friendly, intuitive interface. **What do you dislike about Stata?** Expensive, many options to take advantage of CPU and not that good for optimization. Also, incompatible within versions (eg., multistate models) **What problems is Stata solving and how is that benefiting you?** Analytical, statistical and mathematical ### 2. The software is very powerful and is very helpful in statistical data analysis. **Rating:** 3.5/5.0 stars **Reviewed by:** Shyam M. | Monitoring and Evaluation (Data Storytelling) Associate, Mid-Market (51-1000 emp.) **Reviewed Date:** June 10, 2025 **What do you like best about Stata?** The softeare is easy to use once we get the hang of it and there's a lot of flexibility with coding. STATA can be integrated into SurveyCTO data as well. I used it everyday for my data managemnet and monitoring. It is easy to install and implement. **What do you dislike about Stata?** The graphs/charts aren't a[pealing to the eye. The customer support isn't exceptionally good. **What problems is Stata solving and how is that benefiting you?** It helps heavily with statistically analysing heavy data which is otherwise difficult on apps like Excel. ### 3. STATA Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Mid-Market (51-1000 emp.) **Reviewed Date:** January 22, 2025 **What do you like best about Stata?** easy to analyse big data, simple coding methods, variety of built in analytical methods **What do you dislike about Stata?** very case sensitive, doesnot open multiple do files at single time **What problems is Stata solving and how is that benefiting you?** I primarily use STATA for my project, it helps me analyse the dataset for weekly reproting, helps me organize adn maintain my data intergrity ### 4. Efficient and easy to use **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** November 30, 2024 **What do you like best about Stata?** Powerful for data analysis and easy to use for people without lots of programming experience **What do you dislike about Stata?** Can only load one dataset into the memory at a time **What problems is Stata solving and how is that benefiting you?** Performe statistic analysis of economic panel data ### 5. Tools used for reporting statistical analysis for project management **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Market Research | Mid-Market (51-1000 emp.) **Reviewed Date:** October 03, 2024 **What do you like best about Stata?** With the help of stata, we used to analyse statistical analysis of the progress of the project. Stata helps to get quicker analysis report. **What do you dislike about Stata?** It uses more temporary storage of the memory for running statistical analysis in background. **What problems is Stata solving and how is that benefiting you?** Stata helps to complete quick analysis. Its integration is easier. We can easily generate Latex file for various analysis. ### 6. How can Stata help you **Rating:** 4.5/5.0 stars **Reviewed by:** FREDY HUMBERTO M. | software test automation engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** May 09, 2023 **What do you like best about Stata?** Stata is a statistical software widely used in data analysis, research, and data visualization. It was developed by StataCorp in 1985 and has been a popular tool in social sciences, economics, epidemiology, public health, and other related disciplines. Stata provides an integrated environment for data management, manipulation, analysis, and visualization. It allows for a wide range of statistical analyses, from basic techniques like regression and analysis of variance to more advanced methods such as time series models, survival analysis, hierarchical models, and discrete choice models, among others. Stata software is used both in academic settings and in industry, and it offers a wide range of commands and functions to work with data in different formats. Additionally, Stata provides a programming interface that allows users to write their own programs and custom commands. **What do you dislike about Stata?** Cost: Stata is commercial software and its license can be expensive, especially for individual users or those with limited budgets. This can make it difficult to access for students or researchers with limited financial resources. Learning curve: Stata has a steep learning curve, especially for those who have no prior experience in programming or statistics. Stata's command syntax can be complex and require time and effort to become familiar with it. Not open source: Unlike some other statistical software like R or Python, Stata is not open source. This means that users cannot access the internal source code and make custom modifications according to their specific needs. Fewer packages and extensions: Although Stata offers a wide range of statistical functionalities and analysis methods, the number of available packages and extensions is smaller compared to some other statistical software like R. This can limit options for advanced analysis or specific techniques. Limitations in handling large datasets: Stata may have difficulties handling and processing large datasets due to its limited memory structure. This can be problematic for research involving big data analysis or massive datasets. **What problems is Stata solving and how is that benefiting you?** Statistical analysis: Stata allows for a variety of statistical analyses, from basic techniques such as descriptive statistics, hypothesis testing, and regression, to more advanced methods like time series models, survival analysis, hierarchical models, and discrete choice models. Data manipulation and management: Stata offers tools for efficient data handling and manipulation. It allows importing and exporting data in different formats, merging and combining datasets, cleaning and transforming variables, creating new variables, and performing complex data manipulation operations. Data visualization: Stata provides data visualization capabilities, allowing the creation of high-quality statistical graphs, such as histograms, scatter plots, bar charts, line graphs, and area charts. These visualizations help in understanding and communicating patterns and trends in the data. Econometric modeling: Stata is widely used in economics and econometrics for performing econometric analysis and statistical modeling. It can assist in the estimation of econometric models, time series analysis, panel models, survey data analysis, and other economic methods. Social and health research: Stata is commonly used in disciplines such as sociology, political science, epidemiology, and public health. It can assist in survey analysis, longitudinal studies, census data analysis, program evaluation, and health data analysis, among others. ### 7. Stata: A Powerful Tool for Academic Collaboration, with Room for Improvement **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** June 02, 2023 **What do you like best about Stata?** Stata is a widely adopted statistical software that offers numerous benefits for academic research and collaboration. One of its most substantial advantages is its extensive usage within the academic community. This prevalence ensures that many researchers and scholars are familiar with Stata, making collaborating and exchanging knowledge with colleagues easier. The ability to seamlessly work with others using Stata enhances the efficiency and effectiveness of academic projects. **What do you dislike about Stata?** However, despite its strengths, there is room for improvement in Stata, particularly concerning simultaneously handling multiple datasets. One drawback I have encountered is managing and analyzing multiple datasets concurrently. This limitation can hinder workflow efficiency, especially when working on complex research projects that involve multiple data sources. Streamlining the process of working with multiple datasets would greatly enhance the user experience and productivity within Stata. **What problems is Stata solving and how is that benefiting you?** Stata solves the problem of efficiently analyzing data and running regression models. Its comprehensive statistical capabilities, user-friendly interface, and extensive documentation make it a valuable tool for researchers and analysts. Stata's ability to handle large datasets, provide advanced statistical techniques, and generate reliable regression outputs saves time and effort, ultimately benefiting users by facilitating accurate data analysis and informed decision-making. ### 8. Stata makes my life so much easier **Rating:** 5.0/5.0 stars **Reviewed by:** Andrea M. S. | Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** May 16, 2023 **What do you like best about Stata?** The statistical software is reliable and fast, making my job so much easier as I'm able to easily create graphs and other visualizations to help explain the statistical results. **What do you dislike about Stata?** It's a bit on the expensive side and comes with somewhat of a learning curve. Stata offers a lot of training and resources though so finding answers to questions is easy. **What problems is Stata solving and how is that benefiting you?** The graphics capabilities are also easy to use and very high quality. Has a lot of related features like heatmaps, producing production-quality regression tables, etc. ### 9. STATA for Quantitative Analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Josh D. | Small-Business (50 or fewer emp.) **Reviewed Date:** May 23, 2023 **What do you like best about Stata?** I love STATA's flexibility and ease of use. I also like that you can use both the coding feature and the drop-down menus! I also like how easy it is to import data. **What do you dislike about Stata?** STATA was the first statistical program I used (aside from Excel). Initially, I thought there was a high learning curve. However, after trying out other statistical software programs, I realized how much more of a learning curve those other programs have. **What problems is Stata solving and how is that benefiting you?** STATA solves my data management and analysis. It takes the guesswork out of creating graphics and allows me to tinker with graphics until my eyes are content! ### 10. One of my favourite Statistical data analysis tool **Rating:** 5.0/5.0 stars **Reviewed by:** Maliha A. | Mid-Market (51-1000 emp.) **Reviewed Date:** May 12, 2023 **What do you like best about Stata?** Stata is user friendly, with strong data analysis capabilities allowing users creat high quality graph and charts. Stata makes it easy to document and produce statistical data analysis . It's especially best for academic research. **What do you dislike about Stata?** The cost is high and there is no free version. And sometimes it can be a little complicated to learn at the beginning. For some researches one requires specilized analysis and stata has limited specilize analysis. **What problems is Stata solving and how is that benefiting you?** As an MBA student, most of my researches and projects heavily depend on STATA. Most of my ananlys require me to apply statistical models and tests and with stata it all works with few commands. ## Stata Discussions - [What is Stata used for?](https://www.g2.com/discussions/what-is-stata-used-for) - 1 comment - [Is there SQL for Stata?](https://www.g2.com/discussions/34886-is-there-sql-for-stata) - 1 comment - [View Stata pricing details and edition comparison](https://www.g2.com/products/stata/reviews/stata-review-4074604?section=pricing&secure%5Bexpires_at%5D=2026-05-30+12%3A24%3A20+-0500&secure%5Bsession_id%5D=531ad281-159f-4d25-bbe6-1d69c7dc5512&secure%5Btoken%5D=50d28c75e6bf5472caed2136638527bb60ac54acbda1589ae796f3166c2305fc&format=llm_user) ## Stata Integrations - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [SurveyCTO](https://www.g2.com/products/surveycto/reviews) ## Stata Features **Administration** - Quality Control - Data Sampling - Collaboration **Capabilities** - Data Visualization - Survival Analysis - Risk Data Attributes - Cost Analysis **Methodology** - ANOVA Support - Regression - Time Series Analysis **Generative AI** - AI Text Generation - AI Text Summarization ## Top Stata Alternatives - [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) - 4.2/5.0 (893 reviews) - [Posit](https://www.g2.com/products/posit-posit/reviews) - 4.5/5.0 (563 reviews) - [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) - 4.6/5.0 (219 reviews)