--- title: IBM SPSS Statistics Reviews meta_title: 'IBM SPSS Statistics Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 928 reviews by the users' company size, role or industry to find out how IBM SPSS Statistics works for a business like yours. aggregate_rating: rating_value: 4.2 review_count: 928 scale: '5' date_modified: '2026-07-18' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software --- # IBM SPSS Statistics Reviews **Vendor:** IBM **Category:** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis) **Average Rating:** 4.2/5.0 **Total Reviews:** 928 ## About IBM SPSS Statistics IBM SPSS Statistics is an end-to-end statistical solution that simplifies advanced statistical analysis across industries for users of any statistical expertise. It offers comprehensive resources, expert support, and proven reliability to transform complex data into impactful decisions IBM SPSS Statistics recent version 32 release comes up with powerful new features such as AI Output Assistant, Mediation Analysis, Curated Help Designer and many advanced algorithms. IBM SPSS Statistics • offers an easy to use drag and drop interface along with AI Output Assistant to interpret complex statistical output in easy language. • simplifies complex data analysis using advanced statistical techniques that performs data preparation and management, to analysis and reporting. • performs predictive analysis using advanced forecasting procedures to uncover patterns and predict future trends. • creates compelling visual representations to identify trends, derive accurate conclusions and deliver graphs and presentation-ready reports Explore how both individuals and organizations spanning across Industries can simply complex statistical test through an easy to use, accurate ,reliable and secure solution. Use Cases 1. Market Research - Statistical procedures highlighting how to do market research with IBM SPSS 2. Client Acquisition – Emphasizes on how can organizations can acquire more clients and understand consumer behavior 3. Forecasting – Analyze historical sales data, evaluate key trends, predict outcomes relevant to inventory planning 4. Healthcare - Enabling healthcare organizations to improve patient outcomes 5. Government - Empowering Government institutions to take smarter policy decisions 6. Supply Chain - Utilize Statistical Algorithms to make data-driven decisions across procurement, inventory, logistics, and demand planning. Visit here to see what's new in v32 - https://www.ibm.com/products/spss-statistics/whats-new ## IBM SPSS Statistics Pros & Cons **What users like:** - Users love the **user-friendly interface** of IBM SPSS Statistics, making complex analysis accessible for all backgrounds. (33 reviews) - Users appreciate the **user-friendly interface** of IBM SPSS Statistics, simplifying complex statistical analysis without coding requirements. (19 reviews) - Users value the **superior data management and cleaning capabilities** that enhance accuracy and reliability in analysis. (15 reviews) - Users value the **user-friendly interface** of IBM SPSS Statistics, making complex statistical tasks approachable and efficient. (13 reviews) - Users appreciate the **easy-to-understand analysis capabilities** of IBM SPSS Statistics, simplifying complex statistical tasks for effective research. (12 reviews) - Users love the **superior visualization tools** in SPSS Statistics, as they simplify data analysis and presentation. (10 reviews) - Users appreciate the **user-friendly interface** and **wide range of statistical tests** offered by IBM SPSS Statistics. (9 reviews) - Useful (9 reviews) - Coding Simplification (8 reviews) - Users find **data analysis straightforward** with IBM SPSS Statistics, benefiting from its speed and comprehensiveness in handling data. (8 reviews) **What users dislike:** - Users find the **cost too high** , especially for small businesses needing effective data analysis solutions. (19 reviews) - Users find the **poor visualization** in SPSS Statistics hampers usability and complicates data interpretation for stakeholders. (12 reviews) - Users find the **learning curve steep** due to a lack of strong tutorials and complicated initial setup. (11 reviews) - Users find the **interface outdated** and often clunky, making it challenging for new learners to adapt. (7 reviews) - Users often experience **performance issues** with IBM SPSS Statistics, particularly when handling large datasets, impacting usability. (7 reviews) - Users often find the **slow performance with large datasets** frustrating, impacting their overall productivity and experience. (7 reviews) - Users feel that the **user experience could be significantly improved** , with a need for a more modern UI design. (7 reviews) - Users often find the **high licensing costs** of IBM SPSS Statistics a significant barrier, especially for smaller teams and students. (6 reviews) - Users find **large dataset handling performance slow** , often facing sluggishness or crashes with massive data operations. (6 reviews) - Integration Issues (5 reviews) ## IBM SPSS Statistics Reviews ### 1. Good Analytics tool at market **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 18, 2024 **What do you like best about IBM SPSS Statistics?** Easy to integerate with other tools. drag and drop option increases time efficiency. changing and using algorithm and seeing result is good. easy implementation for recurring datas. customer care is topnotch **What do you dislike about IBM SPSS Statistics?** visualization part needs improverment. can incorperate additional algorithms. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** using for recursive data can be simply automated with it ### 2. Ibm statistics tool for visualisation **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 26, 2024 **What do you like best about IBM SPSS Statistics?** This tool is very easy to access all menus and user-friendly. Can get an overview of our data quality **What do you dislike about IBM SPSS Statistics?** Cost is too high for small business. Can improve visualisation part for better experience. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Understanding weather a difference is meaningful or random error. ### 3. Best analytic tool **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 18, 2024 **What do you like best about IBM SPSS Statistics?** best analytic tool at market.easy to use.great customer support.gives better accuracy for simple data. **What do you dislike about IBM SPSS Statistics?** user interface is lagging.so many options.can improve dashboarding.can improve integration. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** The drag and drop option lessen the time to use. one stop solution for statistic analytics and visualization. ### 4. best statistic tool for analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** November 20, 2024 **What do you like best about IBM SPSS Statistics?** it provides a overall view of dataset and visualize the simple relation **What do you dislike about IBM SPSS Statistics?** it needs to work on visualization and te cost of use **What problems is IBM SPSS Statistics solving and how is that benefiting you?** the tool makes it easy to visualize and process the data ### 5. Ultimate solution for analysis tasks **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Supermarkets | Mid-Market (51-1000 emp.) **Reviewed Date:** May 08, 2024 **What do you like best about IBM SPSS Statistics?** It gives quick overview and detailed insights very easily. The thing I like most is the simplicity, it's easy to use and have a great community support **What do you dislike about IBM SPSS Statistics?** There is nothing as such I dislike but some people may find is costly. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** In my case the client wants to have some business friendly insights from the customers data and IBM SPSS helped me in many ways, by using it I can perform various test specially ANOVA and t tests very efficiently on such a large dataset. ### 6. SPSS : A Vital Tool in Market & Social Research **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Market Research | Mid-Market (51-1000 emp.) **Reviewed Date:** November 16, 2024 **What do you like best about IBM SPSS Statistics?** Robust and Advanced Statistical Analysis **What do you dislike about IBM SPSS Statistics?** Data visualization is not so sophisticated **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Organizing CSAT scores and analyzing in them in quick and accurate way ### 7. Insight on SPSS **Rating:** 5.0/5.0 stars **Reviewed by:** ANUTAJ VEER SINGH N. | Quality Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** May 08, 2024 **What do you like best about IBM SPSS Statistics?** I used IBM SPSS for my Data Analysis of a PHd Student and it was super easy to use. I used the correlation analysis and T Test and Regression, Kurtosis and Skewness test and the results were very understandable **What do you dislike about IBM SPSS Statistics?** The UI of IBM SPSS isn't updated since a long time and now we should get much better and easy to use interface. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I used it for my Data Analysis of a Phd student ### 8. IBM SPSS - Making my MBA journey easier. **Rating:** 5.0/5.0 stars **Reviewed by:** Apurv A. | Mid-Market (51-1000 emp.) **Reviewed Date:** March 27, 2024 **What do you like best about IBM SPSS Statistics?** The best thing about IBM SPSS is, its easy to use interface. The vast number of features supported and ability to run on lower mechines too. I have used this on i5 7th gen mechine and it worked fine. **What do you dislike about IBM SPSS Statistics?** The only downside of using IBM SPSS is its pricing. The subscription is costly and hard to afford for students of aisan sub-continent. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I used IBM SPSS for my subjects like marketing research, statistical analysis as well as on my summer internship projects during my MBA. ### 9. Statistical software for social sciences **Rating:** 3.5/5.0 stars **Reviewed by:** Anil Kumar G. | Biostatistician, Mid-Market (51-1000 emp.) **Reviewed Date:** March 26, 2024 **What do you like best about IBM SPSS Statistics?** It is very is to handle, flexible interface. Layman can also operate and perform statistical modelling. No need of coding knowledge and we can write syntax also. It was menu driven and syntax writing tool. **What do you dislike about IBM SPSS Statistics?** We can't import different data sets at a time. And for syntax writing, it is ambiguous and not open source. We can't perform user defined operations flexible. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** To perform academic assignments to solve the survey data analysis and modelling. I have used to ganarate cross tabulations and logistic regression to find the risk ratios of Anemia. ### 10. It's usage benifits and drawbacks **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Market Research | Mid-Market (51-1000 emp.) **Reviewed Date:** May 17, 2024 **What do you like best about IBM SPSS Statistics?** It can handle large amount of data and very helpful in performing data validation, data modification, data analysis and making charts and reports. **What do you dislike about IBM SPSS Statistics?** It is good software with lots of features but is very slow in terms of processing time. It literally take 5-6 hours to process 1 lakh raws of data **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Data validation Data modification Charts and reports prepration Data analysis ### 11. The Best Statistical software developed by IBM **Rating:** 5.0/5.0 stars **Reviewed by:** Uma Mahesh M. | Business Development Executive, Mid-Market (51-1000 emp.) **Reviewed Date:** March 22, 2024 **What do you like best about IBM SPSS Statistics?** The IBM SPSS Statistics is developed for data management, business intelligence as a statistical software. It has a robust features where we can integrate programming languages like pyton using the librabry extensions for more flexibility. The user interface and implementation are very easy to understand and has nice customer support team for clearing the issues arasing **What do you dislike about IBM SPSS Statistics?** There are only few options for customisation of data visualisation expect that everything is good. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We use this for the analysis of our data statistics ### 12. Accurate investigation software **Rating:** 4.5/5.0 stars **Reviewed by:** Santosh Gandhi G. | Sr.Business Development Executive, Enterprise (> 1000 emp.) **Reviewed Date:** March 22, 2024 **What do you like best about IBM SPSS Statistics?** The best thing I noticed in this software is the analyzing the data. It helps us to procure more accurately in data mining and for the surveys. We can easily recode the data. **What do you dislike about IBM SPSS Statistics?** It is very limited and complex. The interface is not user friendly and facing issues are very common. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It helped me to analyze the existing data and for new data mining. It played a crucial role in surveys. ### 13. My experiance as IBM SPSS user is quite interesting.SPSS was so helpful during my academic journey . **Rating:** 5.0/5.0 stars **Reviewed by:** Tazyeen G. | SEO Content Writer, Small-Business (50 or fewer emp.) **Reviewed Date:** May 08, 2024 **What do you like best about IBM SPSS Statistics?** It easy to use,shoqw quick results.Done the hectic workload of Stats so easily.In my whole thesis process it has helped me a lot. **What do you dislike about IBM SPSS Statistics?** Nothing,SPSS made statistics easy for me. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I used to calculate hypothesis,t value,check data's is significant or not.Draw graphs. ### 14. Its quite helpful in my research work **Rating:** 5.0/5.0 stars **Reviewed by:** Andleeb A. | Map Digitization Intern, Small-Business (50 or fewer emp.) **Reviewed Date:** May 16, 2024 **What do you like best about IBM SPSS Statistics?** Its Fast and efficient perfroms complex statitistical anaylys with ease **What do you dislike about IBM SPSS Statistics?** it should bean open source software so that it is accessible to all **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Analsyis of data during my desertation that includes data cleaning, ttest, chisquaretest,regression analysis. ### 15. Great package for statistical analyses **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Human Resources | Small-Business (50 or fewer emp.) **Reviewed Date:** February 22, 2024 **What do you like best about IBM SPSS Statistics?** The variety of analyses it allows you to do is great. It integrates easily with other softwares and applications that we use too e.g. snap surveys, prolific etc. **What do you dislike about IBM SPSS Statistics?** Nothing, great piece of statistical software. Takes a little while to learn what each of the analyses can do but that's a user issue not a software issue. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Able to establish statistically significant differences between groups, and relationships between different variables. ### 16. Great experience with IBM SPSS **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Market Research | Small-Business (50 or fewer emp.) **Reviewed Date:** May 09, 2024 **What do you like best about IBM SPSS Statistics?** I found ibm spss to be very user friendly. It offered many different statistics tests and it seemed like the options were endless! **What do you dislike about IBM SPSS Statistics?** I found some of the statistical tests hard to figure out but this was more of a user error. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It is taking a lot of information and data and giving me numbers so I don't have to do the math and m statistics myself. **Official Response from Dave Gasdia:** > Thank you for the positive review of IBM Maximo Application Suite and IBM SPSS. We appreciate the feedback and your comments about your experience working with SPSS and the value you see from using it. ### 17. Core compression **Rating:** 5.0/5.0 stars **Reviewed by:** omogbeme a. | CARE GIVER, Small-Business (50 or fewer emp.) **Reviewed Date:** April 14, 2024 **What do you like best about IBM SPSS Statistics?** Best practices on data processing terms behavior modeling and user content management . **What do you dislike about IBM SPSS Statistics?** Turning point threshold and certifications **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Hyper convergence in data XOM .Regional governance can can stay competitive pay salary on time and allocate budget while fragmentation audience using segmentation. ### 18. An all-round statistical decision making software **Rating:** 4.0/5.0 stars **Reviewed by:** Sayantan N. | Internship Trainee, Information Technology and Services, Small-Business (50 or fewer emp.) **Reviewed Date:** March 28, 2024 **What do you like best about IBM SPSS Statistics?** It covers easy to use improved features to analyze data and derive actionable insights from raw data. **What do you dislike about IBM SPSS Statistics?** As a beginner user, I am yet to find any of them! **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It solves data preparation and management, data analysis, predictive analytics etc to derive statistical insights from raw data. ### 19. A useful software for statistical **Rating:** 3.5/5.0 stars **Reviewed by:** Sankalp S. | Data Research Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** January 15, 2024 **What do you like best about IBM SPSS Statistics?** Ease, Usability and high-end throughput. Possible statistical tests and approaches can be dealt with using the provided features. The software can be used frequently due to easy implementation and data analytical approach integration. **What do you dislike about IBM SPSS Statistics?** The only downside I feel, till now of my experience, is the requirement of licensing and fee for the use. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It helps me analyse my research data, thus providing an appropriate platform to curate data and further requires implementing an analytical approach which is best for my analysis. ### 20. Unveiling the User-Friendly Power of IBM SPSS Statistics **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Environmental Services | Small-Business (50 or fewer emp.) **Reviewed Date:** March 26, 2024 **What do you like best about IBM SPSS Statistics?** One of the best features of IBM SPSS Statistics is its user-friendly interface, which makes it easy for users to analyze data and generate insights without extensive programming knowledge **What do you dislike about IBM SPSS Statistics?** I would say the cost is a bit high , which may be prohibitive for some users or organizations, especially compared to other statistical software options available on the market **What problems is IBM SPSS Statistics solving and how is that benefiting you?** IBM SPSS Statistics is solving various data analysis and statistical modeling challenges, benefiting users by providing: Data visulization , exploration , predective modelling ### 21. Useful for Data Analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Market Research | Mid-Market (51-1000 emp.) **Reviewed Date:** March 31, 2024 **What do you like best about IBM SPSS Statistics?** It is very helpful to do data manipulation and statistical analysis like cross tabulation, creating variables, merging, regression, and many more. The ease of using these methods make it even better. **What do you dislike about IBM SPSS Statistics?** While it is good for creating simple charts or graphs but I would have loved more if SPSS could create better data visualisation or may be interactive charts which is currently a disadvantage here. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It solves the problem of data manipulation and generating insights using statistical analysis. ### 22. Easy to use, great UI **Rating:** 4.5/5.0 stars **Reviewed by:** Nidhi S. | Customer Success, Small-Business (50 or fewer emp.) **Reviewed Date:** March 27, 2024 **What do you like best about IBM SPSS Statistics?** Can analyze a set of data via multiple techniques and the reports are very detailed which is indeed useful. **What do you dislike about IBM SPSS Statistics?** Nothing as of now. Solves my purpose of using it. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Helps me analyse the data gathered in surveys for my projects. ### 23. I really like to work on SPSS. It makes my work easier when you do a tracking study **Rating:** 4.5/5.0 stars **Reviewed by:** Aakash S. | Analyst-MedTech, Enterprise (> 1000 emp.) **Reviewed Date:** January 16, 2024 **What do you like best about IBM SPSS Statistics?** Defining codes for a tracking study. You dont have to write codes again and again. **What do you dislike about IBM SPSS Statistics?** Nothing as such, most if the fuctions are good **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It gives a researcher insights on significant testing at 90 and 95% CI ### 24. Best for Research and Data science. **Rating:** 4.0/5.0 stars **Reviewed by:** Abhishek B. | Associate Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** March 27, 2024 **What do you like best about IBM SPSS Statistics?** Its mostly used for Stastician for research on data where report or model got on details. Spss is user fridenly and GUI based process. **What do you dislike about IBM SPSS Statistics?** Design could be improved.add more analyst features helps lots. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Data analyst and machine learning practiced. ### 25. SPSS Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.) **Reviewed Date:** March 28, 2024 **What do you like best about IBM SPSS Statistics?** The UI and how convenient it is to run the tests and integrate with data **What do you dislike about IBM SPSS Statistics?** I don't like how it cannot identify data type accurately and those need to be defined and the graphs could be better **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It is helping in running the statistical tests with accuracy, I like how I don't have to do any coding and how smartly all the tests can be run and I can generate insights for business ### 26. SPSS: The Leader in its Field **Rating:** 4.5/5.0 stars **Reviewed by:** Alejandro G. | Diseñador TIC, Enterprise (> 1000 emp.) **Reviewed Date:** May 12, 2023 **What do you like best about IBM SPSS Statistics?** There are three elements that I would like to highlight about SPSS. First, its easy-to-use interface has a practical design that is very similar to other more well-known programs. Second, the wide variety of functions and statistical calculations that can be performed, from descriptive statistics to multivariate techniques, and finally, the customization of statistical analyses that allows for a wide range of processes. **What do you dislike about IBM SPSS Statistics?** At the university, we have found that some students' computers cannot run SPSS properly due to its hardware requirements. I cannot think of another disadvantage except for its learning curve, which can be somewhat complicated for those inexperienced in handling this type of software. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** SPSS is a program used for various purposes in the university, but mainly for Administration and Engineering courses. It is also used by researchers who need to conduct specialized statistical analyses. It helps analyze data from surveys conducted with students and faculty to make decisions on the institution's various administrative and academic aspects. ### 27. Spss review **Rating:** 4.5/5.0 stars **Reviewed by:** Hasan S. | Senior Data Processing Programmer, Enterprise (> 1000 emp.) **Reviewed Date:** September 20, 2023 **What do you like best about IBM SPSS Statistics?** Implementing the regression analysis, anova, t test, product level analysis, descriptive analysis, cross tabs, correlation... and make the critical tests needed **What do you dislike about IBM SPSS Statistics?** Working on a large data sets (big data) will buffer the system and it's hard to get the results. This issue made me use another softwares to obtain the final insights.. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Spss helps me to make the proper analysis in easy way and to manipulate the data and clean it (using the syntax/or recodiglng the data into same variable or into another new variables..) ### 28. Ultimate product for Statistical analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Amar H. | Project Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** January 17, 2024 **What do you like best about IBM SPSS Statistics?** It has a very User Friendly interface. Also, its syntaxes are easy. Easy to import and export from and to other software. **What do you dislike about IBM SPSS Statistics?** Complete Dependency on GUI, as some users specially those habitual to programming languages ,prefers some scripting interfaces also. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I use spss for numerous reasons like- Survey Data Analysis, Data Visualization, Data Cleaning and preparation. Report writing. Different statistics analysis, sig test. ### 29. The App we you rely for statistical analysis **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Pharmaceuticals | Small-Business (50 or fewer emp.) **Reviewed Date:** June 16, 2020 **What do you like best about IBM SPSS Statistics?** The IBM SPSS is the computer application with a variety of statistical tests, almost each of them. Most notable about SPSS is the ease of entering the data. It makes us capable of entering the data without errors such as we are provided with Nominal categorical, Ordinal categorical, and numerical data types. Respectively, we can also import if the data is present in MS Excel. Fundamentally, SPSS supports the necessary correction before any systemic test such as detection of an outlier, standard deviation (SD), and Probability (P). However, we can go on with data with our desired analysis such as ANOVA, T-test, Z-Test, Regression, and Co-relation, etc. SPSS is the need for any research student or young researcher and research organizations **What do you dislike about IBM SPSS Statistics?** SPSS is a bit complex. A bit of scientific knowledge of statistics is required for optimal use of SPSS **Recommendations to others considering IBM SPSS Statistics:** I highly urge the use of IMB SPSS for better research results **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I do often write research papers based on pharmaceutical research and carry out my statistical analysis in SPSS ### 30. Bridge the Gap **Rating:** 3.0/5.0 stars **Reviewed by:** William F. | Mid-Market (51-1000 emp.) **Reviewed Date:** August 29, 2023 **What do you like best about IBM SPSS Statistics?** The versatility in switching between a generous GUI and syntax. SPSS seems to offer many ways to achieve the same end with your data that fits into most professionals' level of computer science proficiency **What do you dislike about IBM SPSS Statistics?** Not quite as adaptable as R. I like SPSS because its friendly and easy to use, howevr R truly takes the cake in versatility. It is also questionable whether new professionals should orient themselves with this software as many industries recognize that R has greater growth potential and application. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It has the tools for truly advanced analyses beyond what Excel and JASP can offer. It also allows computer science novices to begin branching into writing their own syntax ### 31. The best tool to manage data **Rating:** 4.5/5.0 stars **Reviewed by:** Vinayak S. | Product Marketing Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** January 16, 2024 **What do you like best about IBM SPSS Statistics?** SPSS allows me to input, manage, and organize data efficiently. Moreover, it supports variety of data formats. **What do you dislike about IBM SPSS Statistics?** Nothing of sorts, just the UI can be more user friendly. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It helps me create charts and graphs, making it easier to interpret and communicate findings. ### 32. Research Analyst **Rating:** 4.5/5.0 stars **Reviewed by:** pooja k. | Research Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** January 17, 2024 **What do you like best about IBM SPSS Statistics?** Easy to use and make work less complicate specially for net coding. Features implementation Integrartion frequency of Use **What do you dislike about IBM SPSS Statistics?** it Require high frequemency of data or wifi connection **What problems is IBM SPSS Statistics solving and how is that benefiting you?** using for open end question and implement for normal and net coding for OE responses ### 33. its good software quite handy with analytics, even better for people who don't want to code. **Rating:** 4.0/5.0 stars **Reviewed by:** Harsh P. | Software Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** January 17, 2024 **What do you like best about IBM SPSS Statistics?** I loved how interactive the software is. **What do you dislike about IBM SPSS Statistics?** The UI can be improved, maybe more aligned with other analytics software used in industry. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** User data and event logging especially good in handling table data. ### 34. It's a real good tool for your stats related career **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Capital Markets | Small-Business (50 or fewer emp.) **Reviewed Date:** March 26, 2024 **What do you like best about IBM SPSS Statistics?** User-friendly interface and powerful data analysis capabilities. **What do you dislike about IBM SPSS Statistics?** Steep learning curve for beginners but this will surely help alot in any career **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Helps in analyzing large datasets and making informed decisions, benefiting decision-making processes and research outcomes. ### 35. Good and easily understandable **Rating:** 4.5/5.0 stars **Reviewed by:** Manoj S. | Biostatistician, Enterprise (> 1000 emp.) **Reviewed Date:** January 17, 2024 **What do you like best about IBM SPSS Statistics?** Variable view and data view easily understandable **What do you dislike about IBM SPSS Statistics?** There is some difficulties only when variable view error can't be find easily. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** All regression parametric and Non parametric tests. ### 36. IBM Spss review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.) **Reviewed Date:** January 16, 2024 **What do you like best about IBM SPSS Statistics?** Spss has a great user friendly interface . It offers wide range of statistical tests. Also task automation is great feature of spss **What do you dislike about IBM SPSS Statistics?** Big data analysis opportunity is limited **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I solved regression , annova , factor analysis, survival analysis in spss. It is helping to fit the data quickly and check the model output and parameters ### 37. Easy to use but needs a few tweaks **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** May 09, 2023 **What do you like best about IBM SPSS Statistics?** It is very user friendly. If there is any confusion, there are plenty of YouTube videos that go step by step with visuals that can guide users to a solution. It is more user friendly than its competitors, especially for those unfamiliar with statistical software packages. **What do you dislike about IBM SPSS Statistics?** When using SPSS for large datasets, with long lists of variables, there is no way to do a keyword search. While it's possible to put the variables in alphabetical order, sometimes the variable names are not what you'd expect (for example, in pre-existing datasets like the GSS). **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It can very quickly run numbers that are part of a large dataset. Also, with just a few clicks, you can get statistical significance and Cramer's V that will allow you to calculate variance, which is an important accompaniment to the statistical significance of a p-value. ### 38. Highly informative **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Market Research | Enterprise (> 1000 emp.) **Reviewed Date:** March 26, 2024 **What do you like best about IBM SPSS Statistics?** Extremely useful and user friendly interface **What do you dislike about IBM SPSS Statistics?** Nothing that I dislike about SPSS statistics **What problems is IBM SPSS Statistics solving and how is that benefiting you?** For identifying competitors performance ### 39. My review about IBM SPSS Statistics **Rating:** 4.0/5.0 stars **Reviewed by:** Chinmaya A. | scientist, Small-Business (50 or fewer emp.) **Reviewed Date:** February 15, 2023 **What do you like best about IBM SPSS Statistics?** simple user-friendly software and having first page looks similar to Excel page were we fill the data in a column-wise example if we have concentration, time, result out put data from the experiment, and analyse the multivarient analysis, student t test, Post hedj hock test analysis to be performed using SPSS. **What do you dislike about IBM SPSS Statistics?** spss has not improved the statistical analysis, not focused on appearence of the out put of the graph was not looking good, means out put graph was cachy look, not attractive for my clients, difficult to do colour code, less graphic. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** i used for multi varient analysis for various data at a time, and i used Post hock test to compare with in the population and out side the population using single data analusis was solved my problem and also saved some time. ### 40. Best Product for Data statistics **Rating:** 5.0/5.0 stars **Reviewed by:** Anisa R. | Executive, Enterprise (> 1000 emp.) **Reviewed Date:** March 03, 2023 **What do you like best about IBM SPSS Statistics?** My experience with IBM SPSS is very good. I am using SPSS for 5 years for my research projects. SPSS has a huge list of statistics. I use SPSS to analyze the data frequencies of my different projects. SPSS is a smart product and helps a lot in data analysis. **What do you dislike about IBM SPSS Statistics?** Till now I have faced no such issues by using SPSS. Its interface is old user interface must be modern. Sometimes it takes time to load data files. Nothing I dislike in it. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** SPSS is very helpful for data analysis. It helps to extract the required frequencies of data, and helps to view data in tabular form. I use SPSS for my research projects in which I have to validate the data on a large scale. ### 41. Best for Research **Rating:** 5.0/5.0 stars **Reviewed by:** Shweta R. | Enterprise (> 1000 emp.) **Reviewed Date:** September 14, 2023 **What do you like best about IBM SPSS Statistics?** Best software for reliability validity testing. The interface is used friendly and easy to use. **What do you dislike about IBM SPSS Statistics?** It sometimes take a little longer to process the data. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Very easy to use. I just have to upload all the Excel data and different options and types of methods of calculates the reliability and the validity of the questionnaire makes it very easy for analysis. ### 42. Not user-friendly, but gets the job done. **Rating:** 2.0/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** May 21, 2023 **What do you like best about IBM SPSS Statistics?** It has the largest variety of statistical tests and ability to customize tests and post-hoc analyses of any stand-alone software I've used. It also runs on computers with less processing power than is required for some other data analysis/visualization software. **What do you dislike about IBM SPSS Statistics?** The UI and output screens are ugly and not very user-friendly. Drop-down categories for types of tests are not always easy to navigate, and the program can be overwhelming. There are so many screens for options for any type of test, but what the options change isn't clear if you aren't already very familiar with that analysis. I wish there was a better help function or description you could mouse over to understand the options. Additionally, visualization of data is not very attractive especially for publication, so I have to create figures in a different program. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It solves the problem of lack of knowledge of how to run more complicated tests such as Principal Components Analysis in other programs. Additionally, my supervisors are not familiar with other programs, so it is helpful in meetings to do work through SPSS so they understand the formatting. ### 43. One of the best data analysis tool. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** August 06, 2023 **What do you like best about IBM SPSS Statistics?** This provides many facilities in data analysis. Such as data cleaning, preprocessing, and visualization. So this platform provides many features while analysing data. **What do you dislike about IBM SPSS Statistics?** As one of the best tool for research data analysis, there is no negative comments on this. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** This provides many features when handling data. Such as data cleaning, presenting, variable handling, preprocessing, etc. And also this make the analysing faster and accurate. ### 44. SPSS, reasonable but costly and better alternatives available **Rating:** 2.0/5.0 stars **Reviewed by:** Oliver T. | PhD Student, Mid-Market (51-1000 emp.) **Reviewed Date:** November 27, 2022 **What do you like best about IBM SPSS Statistics?** It has a very shallow learning curve, both for students to learn and academic staff members to be able to teach. Its basic point-and-click interface makes it easy to navigate for beginners and those unfamiliar with coding or statistics software. This is also beneficial as it makes it easier to focus on learning the statistical principles if students may be anxious about learning statistical concepts and a programming language. **What do you dislike about IBM SPSS Statistics?** There is a seemingly yearly update that does not seem to add or fix much content yet still charges the university exorbitant fees to use and update. There are numerous issues, some of which have still yet to be addressed despite numerous updates and versions. Chiefly among these is the use of the 'Bonferroni post-hoc' correction. This is fundamentally incorrect as this procedure is only meant to be used for analyses that are apriori and conflicts directly with statistics education, which as a result, confuses students greatly. This is a serious issue as this often ends up in published scientific papers as well - the 'Bonferroni post-hoc' correction. Moreover, the high price of the software makes it extremely cost-prohibitive for students, meaning that they are unable to access it at home to practice unless they pay an exorbitantly high fee. Thus, creating inequality between students. This is compounded as there are now various other statistical packages that are free and superior to SPSS in their functionality, such as R, JASP and JAMOVI. The built-in data visualization is very poor; we always have to turn to other software to create figures, such as GraphPad by Prism. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It allows for various statistical analyses to be carried out to analyze data attained from experiments. Moreover, it is used to teach undergraduate students the basics of using statistical software. It is relatively easy to use and prepare. However, the skills acquired are quite limited and not very generalizable to other, more commonly used statistical packages. ### 45. Review of IBM SPSS Statistics **Rating:** 5.0/5.0 stars **Reviewed by:** Shahid N. | Visiting Faculty Member, Enterprise (> 1000 emp.) **Reviewed Date:** January 19, 2023 **What do you like best about IBM SPSS Statistics?** SPSS can upload data files quickly and effectively Provides a broad set of statistical tools Can perform highly complex data analysis with accuracy It is very useful for conducting research Provides a graphical presentation of data analysis **What do you dislike about IBM SPSS Statistics?** Expensive for students if they want to purchase it for their research/experiments I don't know if I dislike it because it fulfills all my requirements **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I am a professor at the university and doing research work in the area of Business Management. I prefer SPSS because it can do highly complex data manipulation and analysis with simple instructions that I provide it. Furthermore, it can collect data from almost any type of file and use them to generate reports, charts and plots distributions and trends. It is equally beneficial for both qualitative and quantitative data. Studies show that almost 85% of research scholars carry quantitative data for further analysis. Even if there are several software available in the market to analyze quantitative data, I prefer SPS to other softwares. ### 46. I used IBM SPSS in my research which I published. **Rating:** 5.0/5.0 stars **Reviewed by:** Jawad A. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 26, 2023 **What do you like best about IBM SPSS Statistics?** SPSS is helpful in carrying out regression (linear or multivariate). I can deal with data as SPSS quickly manages. **What do you dislike about IBM SPSS Statistics?** I dislike creating graphs in SPSS. I can not feel free to show graphs as I imagine. I used drawing programs to managed graphs from SPPS **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I easily used SPSS to demonstrate the impact of independent variables on the dependent ones. Prediction is easily managed by SPSS. ### 47. Best and proved software for statistics in market research **Rating:** 5.0/5.0 stars **Reviewed by:** Guillermo R. | Small-Business (50 or fewer emp.) **Reviewed Date:** March 03, 2023 **What do you like best about IBM SPSS Statistics?** It is the most used for a reason. Practical, easy to use, and there is a ton of work already created to make your tasks easier. Competitors are nowhere near the easiness of use of SPSS **What do you dislike about IBM SPSS Statistics?** Integrations could be improved. Also, programming tasks could be more efficient. That way it could be possible to automatize certain process. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Does all the statistical analysis in the company! ### 48. Very complicated, but very unique **Rating:** 4.0/5.0 stars **Reviewed by:** Marija F. | Graphic Design Artist, Small-Business (50 or fewer emp.) **Reviewed Date:** October 26, 2022 **What do you like best about IBM SPSS Statistics?** A wide selection of functions is great; here, you can find everything that might be needed for statistical approaches and analysis. A lot of features for every need. This software was used in my university and at my work as well, so this is one of the most popular software for sociologists. **What do you dislike about IBM SPSS Statistics?** The most complicated app I have ever seen! You almost can't use it intuitively, and searching for information online doesn't help either. The only way to get used to it is to get a bachelor's degree. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** With SPSS, I can operate with all massive data masses and build all necessary charts. It also helps with opening files with secondary data which other researchers made. ### 49. comprehensive and versatile statistical analysis tool with a wide range of features and capabilities **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** June 17, 2018 **What do you like best about IBM SPSS Statistics?** Although it takes some time to master SPSS, its super-fun. Recommended to graduate students or people in statistics classes. Quick and easy installation, awesome customer service. **What do you dislike about IBM SPSS Statistics?** Expensive, few advanced modelling and statistical approaches cannot be done. Limited functionality for complex analysis and lacks many regression analysis techniques. Can be slow at times. R and Matlab could be better in few aspects. **Recommendations to others considering IBM SPSS Statistics:** Highly recommended **What problems is IBM SPSS Statistics solving and how is that benefiting you?** For researchers and businesses, IBM SPSS Statistics means increased productivity, better-informed decisions, and a competitive edge in their respective fields. ### 50. Quantification made easy! **Rating:** 4.0/5.0 stars **Reviewed by:** Saleem A. | Epidemiologist/Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** June 28, 2022 **What do you like best about IBM SPSS Statistics?** Multiple solutions for quantification. SPSS has a vast list of statistical measurements from basics like frequency to advanced regression modeling. GUI based commands are easy to grasp and experts and beginners can benefit alike. The programming features are helpful for revisiting analytical processing in large scale database like DHS. Overall SPSS is a complete data management and statistical tool. **What do you dislike about IBM SPSS Statistics?** There's nothing dislikeable in SPSS as software. However, as the demand of research and analysis is growing worldwide it's use is increasing. The facilities for research in developing and under developed regions of world are less. One of the short comings is renewal and purchase of SPSS license. The license is expensive for already cash strapped health facilities. **Recommendations to others considering IBM SPSS Statistics:** SPSS is a multidimensional and multi scale database tool. Get basic hands on using the tutorials. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Using in analysis of hospital data, clinical trials and large scale database, SPSS is helpful in many ways. At personal level there are numerous benefits of this software. Learned it 2 decades back, the basics remained same, however, advanced analytics has been upgraded and improved. The inclusion of graph editing has made life easy and saved a lot of time and averted hassle. ## IBM SPSS Statistics Discussions - [SPSS Help Menu](https://www.g2.com/discussions/spss-help-menu) - 2 comments, 2 upvotes - [IBM SPSS Statistics needs promotion and make people use it right now.](https://www.g2.com/discussions/ibm-spss-statistics-needs-promotion-and-make-people-use-it-right-now) - 1 comment, 2 upvotes - [What is IBM SPSS Statistics used for?](https://www.g2.com/discussions/what-is-ibm-spss-statistics-used-for) - 1 comment, 1 upvote - [Can the developer update the UI?](https://www.g2.com/discussions/41339-can-the-developer-update-the-ui) - 2 comments, 1 upvote - [Support for training](https://www.g2.com/discussions/25294-support-for-training) - 2 comments, 1 upvote - [View IBM SPSS Statistics pricing details and edition comparison](https://www.g2.com/products/ibm-spss-statistics/reviews?page=2§ion=pricing&secure%5Bexpires_at%5D=2026-07-19+01%3A59%3A50+-0500&secure%5Bsession_id%5D=aba2650e-8ead-4cef-8914-d270822ae728&secure%5Btoken%5D=978374b149d4309f22ab7c28f1ff2670d5688c82e1b395750d2fa535754d7484&format=llm_user) ## IBM SPSS Statistics Integrations - [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) ## IBM SPSS Statistics Features **Administration** - Quality Control - Data Sampling **Statistical Tool** - Scripting - Algorithms **Capabilities** - Data Visualization - Survival Analysis - Risk Data Attributes - Cost Analysis **Data Analysis** - Analysis **Methodology** - ANOVA Support - Regression - Time Series Analysis **Decision Making** - Modeling - Data Visualizations - Report Generation **Generative AI** - AI Text Generation - AI Text Summarization ## Top IBM SPSS Statistics Alternatives - [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) - 4.6/5.0 (220 reviews) - [JMP](https://www.g2.com/products/jmp/reviews) - 4.5/5.0 (206 reviews) - [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) - 4.5/5.0 (101 reviews)