# 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 appreciate the **coding simplification** in Stata, finding it flexible and easy to analyze large datasets. (2 reviews) - Users value the **analytics advancement** of Stata, appreciating its ease in analyzing big data with simple coding. (1 reviews) - Users appreciate the **ease of analyzing big data** with Stata, thanks to its simple coding and diverse methods. (1 reviews) - Users value the **flexibility and ease of use** in Stata for efficient data management and monitoring. (1 reviews) - Users highlight the **ease of installation** with Stata, making it convenient for daily data management 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 report that Stata requires **excessive memory usage** , particularly when performing background statistical analyses. (1 reviews) - Users express dissatisfaction with **poor customer support** that fails to meet their expectations and needs. (1 reviews) - Users find the **poor graphics** in Stata unappealing, impacting their overall experience and visual analysis. (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. ### 11. Best tool for data management and statistical analysis in the fastly growing market **Rating:** 4.0/5.0 stars **Reviewed by:** Aisshwarya K. | Estimation Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 11, 2023 **What do you like best about Stata?** Most user-friendly software. The data can be imported and exported easily from various formats. Great software for learning the basics of data analytics, and data science. The software has useful features it allows the creation of charts and graphs to visualize the data. **What do you dislike about Stata?** Not much but it would be better if there was a way to save the codes for the next person. **What problems is Stata solving and how is that benefiting you?** Data entry, management, group comparison & analysis are very easy in STATA. it's very useful and is accurate in its results ### 12. Great statistical software! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Mid-Market (51-1000 emp.) **Reviewed Date:** August 04, 2023 **What do you like best about Stata?** The stata software is very intuitive and has a lot of great libraries for any number of statistical analyses! **What do you dislike about Stata?** There isn't a lot of help avaialble online compared to let's say SPSS when you need it. **What problems is Stata solving and how is that benefiting you?** Bridging the gap for students between data and analysis ### 13. Great environment for statistical analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Marina B. | Researcher, Enterprise (> 1000 emp.) **Reviewed Date:** February 17, 2023 **What do you like best about Stata?** The facility for statistical analysis coding or using the user-friendly environment (buttons). The tables output format is excellent. **What do you dislike about Stata?** To run commands from the Do-file, you need to select and then click on the "run" button. It would be great to have a short-cut on the keyboard (e.g. ctl+ent) to run commands quicker. **What problems is Stata solving and how is that benefiting you?** Fast statistical analysis. Quick data import on any format and excellent formatting results outputs. ### 14. Good for academia, but tough in tech. Too rigid, lacks flexibility **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Small-Business (50 or fewer emp.) **Reviewed Date:** May 28, 2023 **What do you like best about Stata?** Stata is very beginner friendly. Has a lot of point and click features and is well aligned with what is new in academia. **What do you dislike about Stata?** It lacks flexibility. There is no room to build or come to creative solutions. **What problems is Stata solving and how is that benefiting you?** It helps me do statistical analyses ### 15. Quick and agile **Rating:** 5.0/5.0 stars **Reviewed by:** G.M S. | Senior Impact, Monitoring and Evaluation Senior Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** July 05, 2022 **What do you like best about Stata?** Background programming enables users to get results. For example. PCA results on a single click **What do you dislike about Stata?** Limited maneuvering to create presentable graphs/charts **Recommendations to others considering Stata:** A good friend of data lovers **What problems is Stata solving and how is that benefiting you?** Impact evaluation, tracer studies data ### 16. STATA data analysis software **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** August 15, 2022 **What do you like best about Stata?** STATA is easier to use than R in terms of coding and has more features than SPSS. **What do you dislike about Stata?** It is not open source and is quite costly. Students may not be able to afford it on individual basis. **What problems is Stata solving and how is that benefiting you?** Being easy to pick up, STATA helps me in data analysis for research work. It has manuals which are extensive and comprehensive and provide guidance on its commands. ### 17. A Robust Software for Quantitative Analysis and Modelling **Rating:** 4.5/5.0 stars **Reviewed by:** James K. | Research Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** December 15, 2021 **What do you like best about Stata?** Stata is an outstanding analytical software which makes it easy for researchers and data experts to conduct their analysis and build models. One thing I like about Stata is that works completed are easy to replicate. Also, Stata has very user friendly interface and I am able to import data from different formats, including excel, CSV, etc. **What do you dislike about Stata?** Stata is costly, though it's features are worth the expensive subscription costs. Also, sometimes, when running a multiple imputation, the software takes a very long time to run and renders the PC slow. **What problems is Stata solving and how is that benefiting you?** Stata is good for it's capacity, and for forecasting analysis. Usually, if I have to analyze large data sets and compute multiple models, Stata makes the work easier, such that I do not necessarily have to code to run every single regression. Stata is the way to go for me. ### 18. The best software for biostatistics **Rating:** 5.0/5.0 stars **Reviewed by:** Cristian J. | Professor, Mid-Market (51-1000 emp.) **Reviewed Date:** December 16, 2021 **What do you like best about Stata?** I learned to use this software in a master's degree in biostatistics, and compared to SPSS it is much more specific with more detailed procedures, especially in regressions, in the analysis of residuals and creation of prognostic indices. **What do you dislike about Stata?** The software is very powerful and has a very slow learning curve, since to get the most out of it you have to program with commands, since many options are not in the menus. Also the graphics are not very showy. **Recommendations to others considering Stata:** Difficult to learn, and it is good to know SQL algorithms **What problems is Stata solving and how is that benefiting you?** The main use was in prediction with multiple linear regressions, logistic, etc. It is very useful to carry out the same processes repeatedly, saving the commands to be able to execute them in different databases. ### 19. Poor customer service and deception **Rating:** 0.0/5.0 stars **Reviewed by:** Asror N. | Sessional Instructor, Mid-Market (51-1000 emp.) **Reviewed Date:** November 24, 2021 **What do you like best about Stata?** Nothing much, functionalities are the same as in other applications. **What do you dislike about Stata?** Poor customer service with some level of deception. And it comes with almost the same level of functionality compared to other similar software applications. I paid for the subscription and had to literally chase the customer service to get the serial code. There is also misleading information about the upgrades for subscribers. **What problems is Stata solving and how is that benefiting you?** No benefits much, as I had to spend my time waiting for answers from customer service. ### 20. An all encompassing analytics software **Rating:** 5.0/5.0 stars **Reviewed by:** Hannah W. | Project Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** December 02, 2021 **What do you like best about Stata?** Stata allows users to analyze the data more comprehensively than most other software systems. Once you know the codes to analyze the data, the formulaic potential is nearly unlimited. **What do you dislike about Stata?** It's a bit of a steep learning curve, especially when you are new to statistical analytics. With the right training, the software can be a game changer. **What problems is Stata solving and how is that benefiting you?** Turning raw numbers into meaningful data is a huge benefit. This software allows your numbers to tell the story you want it to tell . ### 21. Stata Review **Rating:** 4.5/5.0 stars **Reviewed by:** Mun Q. | Biostatistician, Mid-Market (51-1000 emp.) **Reviewed Date:** October 28, 2021 **What do you like best about Stata?** Stata is a great software for learning the basics of data science and its outputs. **What do you dislike about Stata?** I do not have any problems with Stata at all. **What problems is Stata solving and how is that benefiting you?** I am solving public health issues, such as diabetes and diseases and their effects on patients. The benefit of having Stata is that it is easy to use and easy to read the results. ### 22. Most convienient data analysis tool **Rating:** 4.5/5.0 stars **Reviewed by:** Md. Zahid H. | Research Investigator, Enterprise (> 1000 emp.) **Reviewed Date:** March 31, 2021 **What do you like best about Stata?** Data analysis, preparation of tables, and graphs. Preparing regression tables using STATA is very easy and useful using some secondary modules like eststo. One can easily export results in Microsoft Excel files and also import data from Microsoft Excel files. The latest version of STATA also allows to directly export tables to word document which is also very usefull and reduce the effort of copy past while producing analysis tables. **What do you dislike about Stata?** Stata cannot handle multiple data sets at a time as we can do in R statistical package. Sometimes it becomes difficult to find modules that don't come with STATA. The toggle bookmark option is very useful while handling large do files. However, this option becomes disappeare when the do file is closed. One need to re add the bookmarks in the do file in the next time. **Recommendations to others considering Stata:** The people who want to develop expertise in data analysis should try stata first as this has easy interface and command. **What problems is Stata solving and how is that benefiting you?** Survey data analysis, preparation of tables, figures, and regression models. Stata is a very useful and convieninet data analysis tool. When I analyze data I can programme for solving task that requires to do multiple times. It helps in importing data from Excel to DTA format which is the data format in STATA. Several modules are developed by advanced STATA users for making analysis easier and preparing tables more comfortably. We can easily use those modules by installing them using the internet. The most useful feature in STATA is the help option. This feature is effective in finding a forgotten command and recalling statistical analysis. ### 23. Comprehensive while easy-to-use for both business and academics **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** November 03, 2021 **What do you like best about Stata?** The library of ado files keeps increasing and there is a large community that is actively contributing to the pool. The software remains active and keeps being updated. Many users contribute to small tips and techniques of using the software. **What do you dislike about Stata?** The commands are sometimes a bit ad hoc and hard to remember. A user needs to pay a significant amount of time as the sunk cost to get familiar with the software. **What problems is Stata solving and how is that benefiting you?** I am mostly using Stata as a statistical analysis tool to conduct statistical and econometric analysis. Its function of handling large data set efficiently and effectively really benefits my study. ### 24. Powerful software for statistical analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** December 11, 2021 **What do you like best about Stata?** Powerful software with multiple functions, which are useful for panel data analysis. Allows creating charts and graphs to visualize the data. **What do you dislike about Stata?** Learning to use Stata is a bit challenging **What problems is Stata solving and how is that benefiting you?** I use Stata mainly for panel analysis. When you know the statistical code, the analysis may be conducted in more easy and fast way. I have been using SPSS for many years before I switched to Stata, and it made my life easier ### 25. Happy Stata Client **Rating:** 5.0/5.0 stars **Reviewed by:** Thomas M. | Credit Controller, Mid-Market (51-1000 emp.) **Reviewed Date:** September 02, 2021 **What do you like best about Stata?** I usually deal with primary data and Stata is the best tool to analyze primary data and interpret results. Stata provides me with many options and the user interface is great especially for bigger projects, its easy to understand and use. **What do you dislike about Stata?** So far so good I honestly don't have any problems with Stata. **What problems is Stata solving and how is that benefiting you?** As an economist, data analysis and policy recommendations is one the daily tasks I do, Stata helps me to compare variables and interpret results, and have great recommendations and conclusions. ### 26. Excellent platform for data analysis and statistics **Rating:** 4.0/5.0 stars **Reviewed by:** Diane S. | Business Data Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** January 21, 2021 **What do you like best about Stata?** It is ideal for the use of graphics, presentations and analysis, it is easy to learn and use compared to similar software, it is also very easy to get a variety of standard errors, it is also very fast compared to other statistical software, it is useful to manage large data sets, it also has built-in help for different codes and functions, it is also useful that the graphs can be changed manually once generated, it has all the necessary statistical methods implemented inside it, it is very easy to use for simple statistical tasks. **What do you dislike about Stata?** It works very well for me when analyzing any type of data, I am very satisfied with this product, I have nothing negative to comment on this tool. **Recommendations to others considering Stata:** It is the best statistical software for research and data analysis that I have used, it works very well and has excellent support to answer any questions, I recommend it. **What problems is Stata solving and how is that benefiting you?** The graphical functions and the analyzes are of first quality, I like that it is easy to merge data sets, it also allows me to find solutions and ideas from other people, it is also excellent for statistical analysis, the help function of the program is of great quality There are many resources for different types of analysis that are very useful, it also helps to resolve errors and minute details. ### 27. Stata has some limitations about recent data analysis. Make it more than only statistical Analysis. **Rating:** 3.5/5.0 stars **Reviewed by:** Muhammad Saqib T. | Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** December 13, 2020 **What do you like best about Stata?** The facility of having multiple options under one head. i.e. we have multiple images with models and the work really nice together while letting us understand what is happening. If something is happening then what factors are actually making that happen. **What do you dislike about Stata?** The Limits it contains while working with other software and modeling within itself. It did not allow us to do Preprocessing of data which is the most important part of Data Analysis today. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. **What problems is Stata solving and how is that benefiting you?** Dependencies identification for the things happening. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. If something is happening then what factors are actually making that happen. If I see a change in my sales then the change must be because of a reason at the back end so to get to that reason we use Data Analysis. ### 28. Stata review **Rating:** 5.0/5.0 stars **Reviewed by:** Saad L. | Founder | AI Consultant | AI Educator, E-Learning, Small-Business (50 or fewer emp.) **Reviewed Date:** December 09, 2020 **What do you like best about Stata?** Switching between using menus, when you have no idea about the command, I just use the menu, then copy paste to a do file the speed by using the familiar commands The ability to take the output to external documents (pdf, word, html) doing that by either native stata commands or third party packages Setting stata environment is a piece of cake. # Programming with Stata can be done through different ways - writing ado files - using Mata programming language - viewing the source code of command is amazing, which can help develop the programming skills - Editing native stata do files by adding or removing chuncks - installing packages to solve common problems # Getting help: the documentation of stata is something really I cannot find the word to describe it. I can learn and do research from the Stata documentation, specifically, finding the references. finally, searching for something you don't really know what that exactly is, doing that only by using the search command, Stata will suggest many things **What do you dislike about Stata?** Personally, I don't have much to complain about besides some issues such as sub-setting stata sometimes is slow specifically with plotting I was always complaining about auto completion, however, finally came with stata 16 Finally, I longing for a native stata SQL programming language. I guess that would be great improvement to this software. **Recommendations to others considering Stata:** Scalability, user-friendly **What problems is Stata solving and how is that benefiting you?** Doing Data science with Stata is easy. Most of the time we use stata for statistical models, econometric models Recently, I was teaching stata for different purposes. ### 29. Sufficient for managing my work **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** July 28, 2021 **What do you like best about Stata?** Stata is fairly straightforward and easy to learn. There are great help features **What do you dislike about Stata?** Stata updates versions, and when team members have older versions, it makes sharing of datasets challenging. **What problems is Stata solving and how is that benefiting you?** We use Stata primarily for survey data analyses. ### 30. Good for business statistics **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** October 18, 2021 **What do you like best about Stata?** Stata is essential for tasks related to statistics **What do you dislike about Stata?** It is intense software. A beta version should be available **What problems is Stata solving and how is that benefiting you?** Statistics oriented tasks ### 31. Stata is a complete software when it comes to working with data. **Rating:** 5.0/5.0 stars **Reviewed by:** Prakash S. | Assistant Professor , Small-Business (50 or fewer emp.) **Reviewed Date:** June 01, 2021 **What do you like best about Stata?** The ability to write do file and its user group. **What do you dislike about Stata?** The multivariate time series features are not very advance. **What problems is Stata solving and how is that benefiting you?** Import of cross-section unit-level data and econometric analysis of it. Stata helps me efficient data import, labelling and manipulation. Instrument variable and other econometric estimation is very smooth ### 32. User-friendly software **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** April 07, 2021 **What do you like best about Stata?** I love the versatility of Stata. Beginners can start with point and click options and more advanced users can code. **What do you dislike about Stata?** Annual license structure - would prefer perpetual license with updates **Recommendations to others considering Stata:** Stata is great for those with all levels of statistical analysis skills. There is plenty of room to grow as a user and the online community is wonderful for troubleshooting issues. **What problems is Stata solving and how is that benefiting you?** I'm able to conduct high quality public health research and analyze repeated measures longitudinal data ### 33. I highly recommend Stata **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in International Affairs | Enterprise (> 1000 emp.) **Reviewed Date:** November 28, 2019 **What do you like best about Stata?** It is very easy to code and works very quick even if you have a dataset with a large amount of observations. You do not have to write a long code to conduct a statistical test. For instance, if you want to run a linear regression model, you just type reg and the variable names. Stata gives you the results in a second. **What do you dislike about Stata?** I never had any major issue with STATA. Perhaps, it would be better if there was a way to save for codes for next uses. **Recommendations to others considering Stata:** If you want a quick data analysis, Stata is a good option. **What problems is Stata solving and how is that benefiting you?** I have been using Stata for last two years for research. I work on public survey data to study the public opinion on different issues. Stata is a valuable asset to handle the large datasets on public opinion. ### 34. Stata - USD **Rating:** 5.0/5.0 stars **Reviewed by:** Surabhi S. | Clinical Research Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** June 26, 2020 **What do you like best about Stata?** STATA is the most widely used software application in my lab here at USD, it has particularly been very helpful in SEM models and creates easily comprehensible diagrams and is also very user-friendly. There are also lots of tutorials and sources that can be used as guides to help learn STATA better and these have been helpful in creating research designs as well and conducting complex analyses that would have otherwise been very hard for someone who had only used R and SPSS before. **What do you dislike about Stata?** STATA is very affordable but it would be nice to have more options for customization. But there is not too much I would complain about. **Recommendations to others considering Stata:** It takes a bit to get used to STATA is you come from an SPSS/R background but once you get used to STATA things become a lot easier, but there is a little bit of a learning curve. **What problems is Stata solving and how is that benefiting you?** A lot of my use with STATA is research related, particularly, in clinical psychology. So STATA is being used for research models and analyses such as SEM, network analyses, moderation, as well as mediation analyses. These have all become easier with STATA ### 35. Great software for statistical analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** October 28, 2020 **What do you like best about Stata?** The thing I like best about STATA is that it is easiest statistical software to use for analysis. You don’t need to write any code if you want to conduct simple descriptive analysis. Just import your datafile, chose the variables of interest, chose the analysis and you are good to go. **What do you dislike about Stata?** I don’t think, I dislike anything about STATA except the fact that it gives fairly simple figures and graphs **What problems is Stata solving and how is that benefiting you?** I have used STATA for conducting descriptive analysis, simple and multiple linear regression model analysis, cross-sectional data analysis, longitudinal time-dependent analysis, ANOVA models, chi square and t-tests and survival analysis. It is also a good tool for data visualization. The graphs and tables are fairly simple and it is easy to visualize data. ### 36. Good for advanced data analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.) **Reviewed Date:** October 16, 2020 **What do you like best about Stata?** Stata is helpful to deal with research data. It is easy to analyze either cross-sectional or longitudinal datasets. The syntax is very easy to remember, and Help has detailed instructions for all functions. **What do you dislike about Stata?** It is crucial to install additional packages in order to produce good cross-tabs. **What problems is Stata solving and how is that benefiting you?** The main benefit of Іtata is the compactness of the code. I can carry through many functions in only one line. Regarding special methods, It was helpful to include "pwcompare" after regression with nominal variables and perform Wald\LR tests. ### 37. Great statistical software **Rating:** 4.5/5.0 stars **Reviewed by:** Samridhi P. | Graduate Teaching Assistant, Small-Business (50 or fewer emp.) **Reviewed Date:** December 07, 2020 **What do you like best about Stata?** Ease of use, functions, easy navigations, and tabs, generates charts and tables easily along with the analysis **What do you dislike about Stata?** Installation is a bit complicated, price may be on the upper end **Recommendations to others considering Stata:** Great software if you are in the non-profit or health sector and looking for an alternative for statistical software. **What problems is Stata solving and how is that benefiting you?** Health data management (data entry and analysis) ### 38. Flexible and User Friendly **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Market Research | Small-Business (50 or fewer emp.) **Reviewed Date:** December 03, 2020 **What do you like best about Stata?** Stata is a flexible tool for several statistical analysis and have a friendly user interface. The results are pretty much the same with the results from other well known statistical programming languages. **What do you dislike about Stata?** First of all it’s not cheap. There are room for improvements on better graph aesthetics. Minor error leads to obtaining different result which is why you need to pay attention to some of the details too. **What problems is Stata solving and how is that benefiting you?** I usually do regression analysis types of problems and time series forecasting. There are some models that Stata can run but other packages don’t. ### 39. the software is dynamic as it allows an data analyst to create her/his own coding. **Rating:** 5.0/5.0 stars **Reviewed by:** Hafsa B. | Associate, Small-Business (50 or fewer emp.) **Reviewed Date:** December 03, 2020 **What do you like best about Stata?** Demos of analyses are available which is user friendly. **What do you dislike about Stata?** The visual or graphs can be improved just like software R. **Recommendations to others considering Stata:** The STATA user community is very strong and all solutions to your questions are provided by the community. **What problems is Stata solving and how is that benefiting you?** I currently work on advanced econometrics modeling where STATA allows me to do these with flexibility ### 40. Stata is one of the easiest statistical analysis software I have come across. Help section is great **Rating:** 5.0/5.0 stars **Reviewed by:** Tozoe E. | Public Health Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** November 28, 2020 **What do you like best about Stata?** The help section helps you a lot. When you are stuck on a certain code and don’t understand why you are receiving an error, the help section becomes very useful. **What do you dislike about Stata?** It cost a lot of money to have Stata to use. **What problems is Stata solving and how is that benefiting you?** Running analysis for public health research about preventing HIV in Africa. ### 41. I have a very positive experience while using Stata **Rating:** 4.0/5.0 stars **Reviewed by:** Tigran P. | Risk Management Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** January 27, 2020 **What do you like best about Stata?** First, it is super easy to use(I am not a programmer and it is hard for me to code, so Stata is a perfect match for me. I do not need to write a code in Stata in order to get the results, I can just get the results by clicking and choosing from given options) Second, I can run all types of regressions in Stata. Third after I get the results of regression I can see 95% confidence interval(this means that I would know what would be my min and max values at 95% accuracy). Also there is a very comfortable interface, which allows me to navigate easily. Last but not least StataCorp updates Stata every 2-3 month and you do not have to pay anything to get this updates. **What do you dislike about Stata?** Stata is an expensive program and have some other free alternatives. Also the graphics in Stata are not very clear, so it is not worth to use the graphics of Stata in your presentations. The last disadvantage of Stata is the fact, that you can only have 1 open dataset at a time. **Recommendations to others considering Stata:** if you need a good statistical software, that is easy to use I would for sure recommend Stata. **What problems is Stata solving and how is that benefiting you?** I am a credit risk manager, so by using Stata, I want to predict what is the probability that a certain person or organization would not be able to pay his loans. ### 42. Thanks for Stata Team **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** November 29, 2020 **What do you like best about Stata?** Stata is more helpful for data management. And it is making my life easier. Thanks for STATA team. **What do you dislike about Stata?** Undo is not available in STATA, if it is possible to bring, that will be better one. I don't know the complication of bringing that. Just suggesting. **Recommendations to others considering Stata:** If you bring the undo option, that will be better. **What problems is Stata solving and how is that benefiting you?** Data management and data analysis are very easy in STATA. in STATA 16 the do file commands are repeating when we need again. ### 43. Good Experience with STATA **Rating:** 4.5/5.0 stars **Reviewed by:** AMIT K. | Sr. Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** November 27, 2020 **What do you like best about Stata?** Very good experience with Stata statistical software that enables used to analyze, manage, and produce graphical visualizations of data. **What do you dislike about Stata?** We cannot create/write our own programming function. **What problems is Stata solving and how is that benefiting you?** I used for data visualization and for regression analysis and it's very useful ### 44. Easier than R, flexible than SPSS **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.) **Reviewed Date:** November 29, 2020 **What do you like best about Stata?** Download packages for diff analysis. Cheaper than SPSS and easy to use. **What do you dislike about Stata?** Graphics are difficult to fine tune. Need to type up the table after running stat. **Recommendations to others considering Stata:** Easy to use software, relatively cheap and stable, with user written packages to upgrade, suitable for most intermediate level users **What problems is Stata solving and how is that benefiting you?** Healthcare research analysis ### 45. Used Stata for most of the analysis for my clients may it be modelling, anova, etc. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** January 05, 2021 **What do you like best about Stata?** Easy to navigate. Resources and instructions are available online if needed. **What do you dislike about Stata?** Some analysis are not present in stata . **Recommendations to others considering Stata:** Add more functions for non parametric data. **What problems is Stata solving and how is that benefiting you?** Correlation. Group comparisons. Descriptive analytics. ### 46. Stata: fast out of the shelf tool **Rating:** 1.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** November 22, 2020 **What do you like best about Stata?** The variety of implemented statistical tests it has. **What do you dislike about Stata?** It is not as open or low level as Python and R and definitely slow in comparison. **Recommendations to others considering Stata:** Consider Stata if you need a prebuild tool or if you want to work with people from economical sciences. **What problems is Stata solving and how is that benefiting you?** linear models, sampling, PCA, factor analysis, survival analysis ### 47. Takes a lot of understanding to do well with. **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in E-Learning | Small-Business (50 or fewer emp.) **Reviewed Date:** July 14, 2020 **What do you like best about Stata?** -That it gives me a clear answer to what I'm trying to find -When you do it correctly, it's effective -No weird and funky words required to make it work, it's quite a logical software. **What do you dislike about Stata?** -It's easy to mess up commands and is prone to human error -You can only do one thing at a time, so you're limited in the speed of work you can complete. **What problems is Stata solving and how is that benefiting you?** -It's not the most "quick" software, it takes time to be able to first figure out, then to actually get your answer, especially if it's a multi-step thing. -However, I've noticed that when actually done correctly, it's very useful and is accurate in it's results. ### 48. Used STATA extensively throughout my undergraduate program for social research analysis **Rating:** 0.0/5.0 stars **Reviewed by:** Verified User in Public Policy | Small-Business (50 or fewer emp.) **Reviewed Date:** December 01, 2020 **What do you like best about Stata?** Multiple panels. Everything I need is right in front of me. Easy to use. **What do you dislike about Stata?** Outdated user interface Outdated user experience Outdated solutions **Recommendations to others considering Stata:** Don't use it **What problems is Stata solving and how is that benefiting you?** I've used it for econometric modeling for human development research including human creativity and well being. ### 49. Stata experience **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Medical Practice | Enterprise (> 1000 emp.) **Reviewed Date:** November 23, 2020 **What do you like best about Stata?** The comptability of the software and user-friendly. It contains most of the epidemiology related test **What do you dislike about Stata?** The output should be presented in a better way **Recommendations to others considering Stata:** Its a user friendly software with most of the statistical application **What problems is Stata solving and how is that benefiting you?** I didn't face any issue with it ### 50. review of STATA by an analyst **Rating:** 2.5/5.0 stars **Reviewed by:** Sweya G. | Data analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** October 07, 2019 **What do you like best about Stata?** Stata has both GUI and coding environments. Its like R programming, line of code in independent of other line unlike SAS. If the data sets are small to moderate Stata is good as the cost is not so much. Building regressions in STATA is super easy than SAS. You can load only those variable you would need into the memory instance, in the very first step. Stata is cheaply priced than SAS mainly used for research purposes than for industry. since we are a research agency it suit most of our needs. **What do you dislike about Stata?** Stata is not recommended for big data sets and the data file is loaded into the memory, big RAM sizes are needed. Collapsing the data (grouping) is not easy like in SQL.Data has to be compressed manually to reduce the size of the data files. There is not a big stata community , so tips and best practices sharing is not easy like with python or R programming. If we break a line in stata we have to end the first line with 2 "/ " so that the system understands the line breakage. **Recommendations to others considering Stata:** Buy multicore and high RAM machines for high performance **What problems is Stata solving and how is that benefiting you?** I do lot of statistical analysis on health care on data using Stata and find the cost of services ,Low value care etc.I build regression models with Stata mostly. ## 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?section=pricing&secure%5Bexpires_at%5D=2026-06-03+08%3A31%3A00+-0500&secure%5Bsession_id%5D=26db7f19-f769-4026-80dd-eb296f96bd57&secure%5Btoken%5D=90d532b2e986fd492c58085c9cfd52768995270a49853a3f9c09f8c37533286f&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)