# 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:** 926 ## 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 31 release comes up with powerful new features such as AI Output Assistant, UX and security enhancements and 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 v31 - https://www.ibm.com/products/spss-statistics/whats-new ## IBM SPSS Statistics Pros & Cons **What users like:** - Users appreciate the **user-friendly interface** of IBM SPSS Statistics, making complex analysis more accessible and straightforward. (33 reviews) - Users value the **user-friendly interface** of IBM SPSS Statistics, enabling seamless complex statistical analysis without coding. (19 reviews) - Users value the **superior data management capabilities** of SPSS, making data cleaning and organization effortless. (15 reviews) - Users value the **user-friendly interface** of IBM SPSS Statistics, which simplifies complex statistical analysis for everyone. (13 reviews) - Users commend the **user-friendly analysis capabilities** of IBM SPSS Statistics, simplifying complex statistical tasks and enhancing research efficiency. (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** for small businesses, limiting accessibility and usage of IBM SPSS Statistics. (19 reviews) - Users find the **poor visualization** in SPSS Statistics hampers usability and makes data interpretation challenging. (12 reviews) - Users struggle with a **steep learning curve** due to a lack of tutorials and complicated initial setup. (11 reviews) - Users often criticize the **outdated interface** of IBM SPSS Statistics, finding it complicated and clunky compared to modern tools. (7 reviews) - Users report **performance issues** with IBM SPSS Statistics, particularly when handling large datasets, leading to slowdowns. (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) - Expensive Licensing (6 reviews) - Large Dataset Handling (6 reviews) - Integration Issues (5 reviews) ## IBM SPSS Statistics Reviews ### 1. I highly enjoy using spss **Rating:** 4.5/5.0 stars **Reviewed by:** Caitlyn D. | Nimble Review, Small-Business (50 or fewer emp.) **Reviewed Date:** December 13, 2018 **What do you like best about IBM SPSS Statistics?** I love all the different kinds of tests you can do with the software, from T-tests, to correlations to regressions and anova's there are just so many options. **What do you dislike about IBM SPSS Statistics?** I dislike the fact that it does not allow me to use it on my laptop, I can only open the documents where the software is downloaded, making it harder to use. **Recommendations to others considering IBM SPSS Statistics:** If looking for ways to analyze data definitely buy this. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It has many business benefits such as allowing one to organize and analyze their data in order to review the results. ### 2. Great but recommend taking a class **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Medical Practice | Enterprise (> 1000 emp.) **Reviewed Date:** August 10, 2019 **What do you like best about IBM SPSS Statistics?** I like how easy to use this software is. It also also very helpful that excel can be inputted into SPSS software **What do you dislike about IBM SPSS Statistics?** Sometimes not very easy to use especially when coming from another format **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Just doing a lot of Statistics. Benefits include just quick stats computations ### 3. Review for IBM SPSS **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.) **Reviewed Date:** June 21, 2019 **What do you like best about IBM SPSS Statistics?** I like that it isn’t too difficult to get the program downloaded on the computer **What do you dislike about IBM SPSS Statistics?** I dislike that it is extremely slow, crashes often and seems old **Recommendations to others considering IBM SPSS Statistics:** I would only recommend it if you are tech savvy and need it to analyze statistical results **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I use it for research statistics in psychology, and I’ve come to realize that it is easy to use after getting the hang of it ### 4. Beginners Jitters, Be gone! **Rating:** 5.0/5.0 stars **Reviewed by:** Cheyenne S. | Medicaid Data Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** January 22, 2019 **What do you like best about IBM SPSS Statistics?** I am an intern and a student within Health Sciences and I have begun to use more statistical programming platforms. I already had some experience with SQL and so I was hopeful that SPSS would be easier for me to pick up on - it was just that! I like that it easy to import data and easy to navigate the dropdown menus. Moreover, the newest version of SPSS is very pleasing. **What do you dislike about IBM SPSS Statistics?** The drawback is the expense and the lack of student ability to afford. **Recommendations to others considering IBM SPSS Statistics:** Make it free for current students. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I have been using this program to perform linear regression and basic descriptive statistics. ### 5. need more help **Rating:** 4.0/5.0 stars **Reviewed by:** melissa f. | Honours Program coordinator, Enterprise (> 1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM SPSS Statistics?** I like that there are so many oprions and that the coding proess is soeasy to support. Many options for coding data **What do you dislike about IBM SPSS Statistics?** I use SPSS for my PhD qualitative work adn the mostsimple things are relly hardto find. Sometimes I can look for hours for jusy one simple thing and tht is really frustrating. Why not add a Watson "pperclip" which can help you navigate? Or also he,lp you see new analysis options for your data that you might not haveconsidered? **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I am using it mostly for insightful analysis of customer opinion ### 6. Statistical analysis in one click! **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** February 08, 2019 **What do you like best about IBM SPSS Statistics?** I am doing data analysis for my job and I think SPSS is the easiest user-friendliest software I used. I also teach basics of experimental data analysis and students prefer to learn SPSS since it is intuitive and provides all the necessary results/figures. **What do you dislike about IBM SPSS Statistics?** I think it is not suited for large-scale datasets. Might be also hard to modify any data, namely create new variables. It also has only basic statistical methods implemented. For more advanced techniques I have to use the other tool. **Recommendations to others considering IBM SPSS Statistics:** Has great graphical support and immediate output. Suited for small datasets and basic analysis (e.g. T-test). **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Comparing control and treatment groups and see if the intervention had any statistical impact. I am personally working with Org Design related research hypotheses and use SPSS for analyzing the experimental data. ### 7. IBM SPSS is a great tool for analyzing complex data **Rating:** 5.0/5.0 stars **Reviewed by:** Katie C. | Undergraduate Research Assistant, Research, Enterprise (> 1000 emp.) **Reviewed Date:** November 19, 2018 **What do you like best about IBM SPSS Statistics?** I use IBM SPSS in my role as research coordinator for analyzing large data sets from psychological studies. SPSS is user-friendly and allows me to complete a wide array of analyses. I especially like having the ability to generate graphs and charts directly in SPSS. Also, the syntax tool makes editing large data sets a lot easier. **What do you dislike about IBM SPSS Statistics?** Sometimes it is challenging to get an excel file to convert to an SPSS file in a way that the data still makes sense. I have had trouble with data getting mixed up when doing this. Also, I have had trouble opening saved output files in the past. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I use SPSS exclusively for high-level statistical analyses in my research. It is straight-forward and easy to understand while allowing users to perform advanced tests and queries. ### 8. Baseline software package **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Market Research | Mid-Market (51-1000 emp.) **Reviewed Date:** August 14, 2019 **What do you like best about IBM SPSS Statistics?** Spss is a great introduction to data management and statistics, easy to use GUI and intuitive tools. **What do you dislike about IBM SPSS Statistics?** Compared to other programs there is a relative lack of online support. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Statistics and cross tabulations, very easy to perform. ### 9. SPSS Statistics for Analytics **Rating:** 4.5/5.0 stars **Reviewed by:** Sinjini M. | Associate Professor of Information Systems and Decision Sciences, Enterprise (> 1000 emp.) **Reviewed Date:** July 22, 2018 **What do you like best about IBM SPSS Statistics?** The vast range of statistical functions to do data analyses and modeling, to pre-process and clean data, and to visualize data. The simplicity and ease of use make SPSS Statistics very convenient to conduct research, including for students. You can not only perform simple analysis like descriptive statistics, ANOVA and linear regression, but also advanced data mining using logistic regression, trees, generalized additive models, etc. **What do you dislike about IBM SPSS Statistics?** Nothing much really. The only thing will be the ability to read in more types of data and in different formats for more flexibility. I typically use Excel data files in SPSS (which are later converted to .sav formats). Another problem that I have been facing recently (not sure if it's a Macbook issue) is that I am unable to cut & paste tables and graphs directly from the SPSS output into a Word file. I used to be able to do this and this helped a lot by saving time; however, I have been unable to do this recently. So, it has been a little cumbersome to take screenshots and insert them into files. If this feature can be improved, I think the usability of the product will increase significantly more. **Recommendations to others considering IBM SPSS Statistics:** Very easy to use tool for statistical and data analysis. Students love it and definitely the first go-to statistical analysis tool for modeling, inference and visualization. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Mainly to conduct research by performing analysis, inference and modeling. I also use it in classes, so students use it too for their assignments, exams and projects. The primary benefit is the ease of use and the fact that the results are displayed in a very meaningful way for easy interpretation. ### 10. Super user friendly **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** June 11, 2019 **What do you like best about IBM SPSS Statistics?** Output tables are really easy to read and aesthetically pleasing compared to other statistics programs. **What do you dislike about IBM SPSS Statistics?** The program will occasionally crash on my Mac. **Recommendations to others considering IBM SPSS Statistics:** SPSS makes analyzing and visualizing data incredibly efficient. There is a point and click interface for editing the look of charts and graphs, which allows them to be quickly customizable. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I use SPSS to analyze data from my psychological surveys. ### 11. Not much you can't do! **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Marketing and Advertising | Mid-Market (51-1000 emp.) **Reviewed Date:** January 05, 2019 **What do you like best about IBM SPSS Statistics?** I love how user friendly SPSS is - you don't have to know how to code, though learning their syntax is very helpful and you can do pretty much any analysis with the syntax! **What do you dislike about IBM SPSS Statistics?** I dislike how sometimes it gets overwhelmed and quits on me, especially if I hadn't saved my work in a few minutes. **Recommendations to others considering IBM SPSS Statistics:** Save your work! Otherwise, very user friendly. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I am spending less times creating cross tabs for survey data. I could do a lot in Excel but it would take much longer and I could not go into as much depth. ### 12. Statistics made easier **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** SPSS is one of the more robust and well thought out systems that I have had the opportunity to leverage and use in the business world. There are a lot of competitors in this market, but the the usability at a easier level, but the depth of functionality at the more complex levels is intelligently done. The balance between usability and functionality.is spot on **What do you dislike about IBM SPSS Statistics?** The UI is still a bit clunky. It's not quite as refined as some of the other solutions. I would ilke to like the Web 2.0 functionality away from the thick client. **Recommendations to others considering IBM SPSS Statistics:** Don't give up if it becomes intimidating. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Large scale data ingestion, cleanup, and data science analytics and decisions. ### 13. SPSS allows unskilled analyzers to perform detailed statistical analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Medical Practice | Mid-Market (51-1000 emp.) **Reviewed Date:** February 28, 2019 **What do you like best about IBM SPSS Statistics?** SPSS utilizes a "point and click" method of analyzing data. This is very easy and user-friendly so that even novice analyzers can use this software for basic statistical methods. In addition, there are lots of tutorials online that can aid novice analyzers in their efforts using SPSS. **What do you dislike about IBM SPSS Statistics?** In some versions of SPSS that I've used its more difficult to formulate a table that includes p values via chi square or t-tests. The development of this ability has been very helpful in my analysis efforts. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I am analyzing hair cortisol levels between mothers and their children. I also relate these hair cortisol concentrations to childhood asthma prevalence. ### 14. Nice but still hard **Rating:** 4.0/5.0 stars **Reviewed by:** Diego S. | Proprietário, Mid-Market (51-1000 emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM SPSS Statistics?** SPSS has being a great platform for statistics and prediction for the last years. It has a great number o functions and analysis that helps a lot to the users. **What do you dislike about IBM SPSS Statistics?** In my opinion it still requires some math and statistics skills so we can get the best for this platform. I believe that some features could be more intuitive ant automatic, so non skilled professionals can take advantage of it. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** recearch for marketing and academics ### 15. Reliable Software **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Public Relations and Communications | Mid-Market (51-1000 emp.) **Reviewed Date:** August 28, 2019 **What do you like best about IBM SPSS Statistics?** The simple interface. Easy-to-use toolbar. **What do you dislike about IBM SPSS Statistics?** The help and learning materials are not sufficient. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Crosstabulation- T-Test- Correlations ### 16. SPSS Ideal for Interpreting Data **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.) **Reviewed Date:** November 26, 2018 **What do you like best about IBM SPSS Statistics?** SPSS has been great for when I am collecting data for clients and research and need to interpret the data. SPSS makes it really easy and efficient to input data and will quickly analyze it for you. It is an ideal program to use if you have a lot of data to analyze or a huge population that you are conducting research for. It will give you accurate results and the output is simple to understand for any user. I really enjoy that you can easily download this on to any computer as it makes it easy to use SPSS if you need to work on analyzing data in the comfort of your own home. **What do you dislike about IBM SPSS Statistics?** The only thing that I dislike is that when you select the data to be analyzed it will give you the results and output on a separate page, which can get confusing when going back and forth between data and different outputs. Also, sometimes loading up SPSS to open can take awhile which can be frustrating. **Recommendations to others considering IBM SPSS Statistics:** I would consider making it easier to keep the output of a certain data collection within the same page, as it can get confusing when you have multiple outputs on the same page and then you have to figure out which output is related to which data source. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We solve research problems and use SPSS to analyze the data and make predictions based on the results, and whether our interventions are significant and successful. SPSS makes it a highly positive experience as all the calculations are made through the software and it makes it easy to determine whether an intervention was successful. It does not require you to analyze data by hand, and the algorithms are highly accurate. I have never ran into a problem while analyzing the data with the algorithms. I've realized that this also has saved a lot of time on behalf of my company when making decisions on our research. ### 17. Overpriced for capabilities **Rating:** 1.5/5.0 stars **Reviewed by:** Verified User in Government Administration | Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** The drop down menus make it nice for a novice statistician to use your program in a sophisticated way. **What do you dislike about IBM SPSS Statistics?** The price is way out of line when you compare it products like STATA. If you were to develop a community similar to STATA that are able to write free statistical packages you would be able to keep prices down and allow more timely updates. **Recommendations to others considering IBM SPSS Statistics:** If you can afford the price point it is good software. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Social science statistics typically. The verification of awardee statistics. FYI the purpose question below is for none of the above, but that was not an option...I selected Predictive analytics to get past the question. ### 18. SPSS Review **Rating:** 4.5/5.0 stars **Reviewed by:** Sridhar V. | AVP - Senior Business Intelligence Architect, Information Technology and Services, Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM SPSS Statistics?** SPSS Modeller is very easy and intuitive product for a start up Data Science projects. **What do you dislike about IBM SPSS Statistics?** Limitations for very advanced algorithms and models. **Recommendations to others considering IBM SPSS Statistics:** If you are staring your Data Science Program, have all the pilots done in SPSS before going to Open Source programs that may daunt you . **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We are trying to realize business value by finding those bad loans in a banking industry through default propensity for mortgage loans. ### 19. Data analyst **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.) **Reviewed Date:** March 12, 2019 **What do you like best about IBM SPSS Statistics?** Simple and easy to use and learn, most of the functions are visual, simple operation of the mouse can complete some functions, do not need to write complex code statements, there are a complete variety of language reference books for learning. **What do you dislike about IBM SPSS Statistics?** R language than flexible, low scalability, software is too large, easy to consume memory. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** In social sciences, such as economic analysis, market research and other scenarios, SPSS is used for preliminary model analysis, data mining, quantitative analysis and prediction analysis. SPSS can be used to quickly draw the desired statistical graph. ### 20. Easy to use **Rating:** 3.5/5.0 stars **Reviewed by:** Silvio F. | Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** SPSS helped me a lot during mz master thesis to perform statistical tests on a huge set of data. It also helped a lot to interpret the results in a right way **What do you dislike about IBM SPSS Statistics?** The format of input data was a little bit restrictiv, I had to preprocess a lot **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I used it for my master thesis, where I had to perform tests like chi-squared tests. ### 21. Great Product **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** February 27, 2019 **What do you like best about IBM SPSS Statistics?** SPSS makes statistics just a little bit easier. Just enter the data and it takes care of the results. **What do you dislike about IBM SPSS Statistics?** Could be a bit more user friendly. I had to go through quite a training to properly use product. **Recommendations to others considering IBM SPSS Statistics:** It’s a very useful product in statistics. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It helps keep track of data that could be overwhelming otherwise. ### 22. a more advanced Excel, surprisingly easy to use **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** March 02, 2019 **What do you like best about IBM SPSS Statistics?** I like the smart/calculator functions just like in excel. This is a great place to work through large amounts of data, has more advanced functions than excel **What do you dislike about IBM SPSS Statistics?** Huge program- doesn't work well on older or slower computers **Recommendations to others considering IBM SPSS Statistics:** More in-program help functions. I only ever learned how to do anything in SPSS from friends or coworkers, whereas excel is easy to learn internally. SPSS users need help! Make help easily accessible. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I used this primarily for research in a graduate assistant role. This program allows users to process information unlike any other software ### 23. Great functionality but expensive **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** I typically use this type of software for Data analytics e.g., building regression models. I like the plug and play functionality and that anyone who understands the maths and statistics can use the software. **What do you dislike about IBM SPSS Statistics?** I prefer open source tools because they're transferrable across different companies and clients. If I have to train or empower clients to produce their own analysis, they would struggle with SPSS. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I am typically solving data problems and building analytics models. The benefits are that it is plug and play. If the data set is straight forward then the tool just works. ### 24. Very user-friendly, especially for beginners in statistics **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.) **Reviewed Date:** February 06, 2019 **What do you like best about IBM SPSS Statistics?** This software offers an easy to use interface where users can point and click to carry out common statistical tests. The help files are very useful for guiding users through the different functions of the software. User support is also excellent! **What do you dislike about IBM SPSS Statistics?** The software doesn’t as easily implement some more advanced statistical tests. Other software, such as R, is becoming more frequently used because of its flexibility and it is open source. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** The software has helped me to train new students to run relatively straightforward statistical tests. It has also helped me to analyze data for research purposes. ### 25. Extremely useful tool! **Rating:** 5.0/5.0 stars **Reviewed by:** Aleksandra P. | AI Researcher, Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** The best tging about SPSS Statistics is that is easily accessible and scalable. I use it often with my students! **What do you dislike about IBM SPSS Statistics?** Nothing, really. It works well! Perhaps the entry barriers for people who start with it are a bit too high. More intro manuals? **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Usually I work on various data-scientific problems with SPSS with my students ### 26. SPSS Statistics for Business Development pipeline optimization **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Aviation & Aerospace | Enterprise (> 1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM SPSS Statistics?** The tool is easy to deploy and use. It's also very easy to scale so that multiple data scientists can collaborate to optimize their predictive models. **What do you dislike about IBM SPSS Statistics?** The biggest push back we get from our partner functions is the cost, but they soon realize the ROI. So no real issues. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We are developing predictive models to try to determine the probability of award of the pursuits identified in our business development pipeline. We want to provide objective data and to inform the strategic decisions at front end of the business. ### 27. Not the prettiest, but the most efficient **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Government Administration | Enterprise (> 1000 emp.) **Reviewed Date:** February 28, 2019 **What do you like best about IBM SPSS Statistics?** Compared to other statistical softwares it is the best. Allows for complex crosstabs and analysis with far more ease than excel or other similar software. **What do you dislike about IBM SPSS Statistics?** Saving window sizes, saving scripts, etc could be less tedious. When presenting results you have to import them to excel of make an infographic to make them "pop". **Recommendations to others considering IBM SPSS Statistics:** watch tutorials online before starting. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Data analysis, crosstabs, demography. It is an affordable software which allows us to quickly run data analysis on very large datasets. ### 28. SPSS Review **Rating:** 4.5/5.0 stars **Reviewed by:** Tina L. | Software Engineering Intern, Financial Services, Enterprise (> 1000 emp.) **Reviewed Date:** July 26, 2018 **What do you like best about IBM SPSS Statistics?** easiest statistics program to use compared to SAS, R and Stata. I like how it is more widely used than the more complex statistical programs. There is no programming language to learn to use SPSS it is very similar to an excel spreadsheet. it can do various analysis like cross tab, ANOVA, paired t-test etc. with a simple click of the button. Great for beginners who are learning to analyze data and statistics. Very helpful graphs and outputs. **What do you dislike about IBM SPSS Statistics?** it is expensive. luckily my job provides spss for me to use however when I was taking a class to learn spss i had to buy a license through my university to use it which was pricy. Also another drawback is that although it is more widely used (especially amongst people who don't know how to code SAS/R), it does have limitations. it cannot do everything SAS and R can. It is a good software for beginners but not professionals who may need to do more advanced analyses. it has limited use. **Recommendations to others considering IBM SPSS Statistics:** has limited functions but very easy to use as compared to other statistical software. you will be better off if you're proficient with excel. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** analyzing data easily. not as costly as SAS/R so more affordable for my company. The main benefit is that you don't need to learn a coding language to operate it. it is as easy to use as excel or google sheets. ### 29. IBM SPSS Review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in E-Learning | Small-Business (50 or fewer emp.) **Reviewed Date:** May 16, 2019 **What do you like best about IBM SPSS Statistics?** It helps you to analyze series of data from any field entirely. **What do you dislike about IBM SPSS Statistics?** It is very difficult to understand as a learner or beginner. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I have been able to carry of data analysis and done projects for different people and earned cash. ### 30. Easy to use for quick and more difficult analyses **Rating:** 3.5/5.0 stars **Reviewed by:** Abrea G. | Research Assistant, Higher Education, Enterprise (> 1000 emp.) **Reviewed Date:** August 30, 2018 **What do you like best about IBM SPSS Statistics?** I like that it is pretty straight forward to operate. It’s easy to save syntax to use for future analyses as well. **What do you dislike about IBM SPSS Statistics?** I dislike that it can be kind of particular about the structure of the data, but that’s kind of to be expected. **Recommendations to others considering IBM SPSS Statistics:** SPSS is clean, pretty easy to use statistic software if you're new to using stats software or want it to run more complicated analyses than excel can easily run, but not too difficult. Another great thing about it is that many people have used it, so there are all sorts of resources online. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** As a research assistant, it’s pretty integral to the work that we do. It helps us run quick analyses for brief meeting updates, but is also the main software for more in depth analyses. ### 31. Experience about the tool **Rating:** 3.5/5.0 stars **Reviewed by:** Senthilkumar r. | IT Manager, Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** SPSS statistics tool was more helpful for our customer in utilities area. This product widely used in our client organization **What do you dislike about IBM SPSS Statistics?** Nothing as such in this product as it work as per our client requirement in business. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** This statistics tool being used for our client business in supply chain area. ### 32. SPSS as a Research Assistant **Rating:** 3.5/5.0 stars **Reviewed by:** Evan F. | Outreach Coordinator, Mid-Market (51-1000 emp.) **Reviewed Date:** July 30, 2018 **What do you like best about IBM SPSS Statistics?** SPSS is commonly used at my workplace and school for data analysis. I enjoy its relative ease of use, as my tutorial class demonstrated how, with a methodical nature, you can perform a lot of complex statistical analyses; it helps walk you through it. **What do you dislike about IBM SPSS Statistics?** I am not a fan of certain aspects SPSS design interface. It can be complicated at times and is not very aesthetically pleasing. I don't like how exporting is done with this program. **Recommendations to others considering IBM SPSS Statistics:** I recommend brushing up on your basic statistical knowledge if you are not familiar with such aspects. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We use SPSS for statistical analyses such as ANOVA and repeated measures analyses, which are common in our research. ### 33. Excellent Software, makes computations easy. **Rating:** 2.0/5.0 stars **Reviewed by:** Juan T. | IT Generalist II, Enterprise (> 1000 emp.) **Reviewed Date:** October 27, 2018 **What do you like best about IBM SPSS Statistics?** The ease of use within the software. Everything is available with some simple navigation. Computing several statistical data points is simple, especially with how well the program works. **What do you dislike about IBM SPSS Statistics?** The amount of time it takes to load the program on various computers I have tried to use. **Recommendations to others considering IBM SPSS Statistics:** If you are considering using this product, make sure you read up on information regarding the use of the product. It is easy to use, but it takes a while to get used to it. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Helps a lot with statistical data required in the Political Science field when it comes to several demographics and poll forecasts. ### 34. Advanced reliable statistics **Rating:** 5.0/5.0 stars **Reviewed by:** Ana Maria O. | Expert Analytics, Mid-Market (51-1000 emp.) **Reviewed Date:** February 14, 2019 **What do you like best about IBM SPSS Statistics?** What i like best is then diversity of the statistical functionalities and the transparancy of the program in terms of result interpretation. **What do you dislike about IBM SPSS Statistics?** lesser integration with open source statistical tools like r **Recommendations to others considering IBM SPSS Statistics:** Built relevant integration with IBM i2 offering **What problems is IBM SPSS Statistics solving and how is that benefiting you?** prioritizing environmental risks like floods, polution, crime ### 35. Survey process with Stafs **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** Text Analytics for Survey is a very useful tool that responded to the analysis needs of clients working on surveys, mainly universities or social work entities. **What do you dislike about IBM SPSS Statistics?** It could be improved that its processing capacity is small, although its corporate version is within Modeler Premium, it is necessary to enhance it. I was informed that this product would no longer be developed by IBM, which is a shame. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Surveys on social studies and student dropout in universities ### 36. Powerful tool to explore your data **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** the interface, how easy en intuitive is for a beginner, you can fing tutorial on youtube, many people knows abou the product and if you have question regard to the usage it is ease to find it on forums **What do you dislike about IBM SPSS Statistics?** the price compared to competency, there are many products on the market that you can chosse from, some are free too, and IBM pricer used to be higher then these, **What problems is IBM SPSS Statistics solving and how is that benefiting you?** is for education purpose, using in lab evaluating data result for student thesis ### 37. Easily Learned Data Input **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** March 11, 2019 **What do you like best about IBM SPSS Statistics?** SPSS gives Detailed Graphs and Tables in Output. **What do you dislike about IBM SPSS Statistics?** Some information provided in output files are not necessary. **Recommendations to others considering IBM SPSS Statistics:** Distinguish between tests in analyzing and variable view from data view. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Less manpower needed. ### 38. Spss is great for predictive modeling **Rating:** 5.0/5.0 stars **Reviewed by:** Jesse G. | Senior Analyst Performance Reporting, Airlines/Aviation, Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** I like that it learns from your data and comes up with analytics to meet demand **What do you dislike about IBM SPSS Statistics?** that you have to teach it first and load all the data to then learn from **Recommendations to others considering IBM SPSS Statistics:** it is great for predictive modeling **What problems is IBM SPSS Statistics solving and how is that benefiting you?** it learns our trends and habbits ### 39. Easy to use **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.) **Reviewed Date:** April 04, 2019 **What do you like best about IBM SPSS Statistics?** It is very easy to learn how to use it. and the user can rely on the menu without using coding. **What do you dislike about IBM SPSS Statistics?** I am not sure it can handle complex data like survey data. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I used to conduct reliability test (cronbach alpha and correlation matrix). It took me one hour to know how to use It. ### 40. Friendly to do statistics but solw to implement **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** The Excel like interface with the simplicity of using the interface makes it quite esay to understand and apply concepts **What do you dislike about IBM SPSS Statistics?** Even R is not really firendly there are functions that takes to long to upcome in SPSS, I think a kind of pannel that allows to include R libraries may help to solve it. **Recommendations to others considering IBM SPSS Statistics:** Yes, definitively but the price **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We look for out of average transactions, this apply to work with different samples and keep analizing the mean and variances. ### 41. difficulty in installing, not open source **Rating:** 0.5/5.0 stars **Reviewed by:** rajarshi d. | cto, Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** it is a sophistricated system with lots of capabilities **What do you dislike about IBM SPSS Statistics?** took too long to install, roi not clear. hard to integrate with open source product, not many exoperts out there ion academia/new user base **Recommendations to others considering IBM SPSS Statistics:** try open source first **What problems is IBM SPSS Statistics solving and how is that benefiting you?** statistical analysis of customer behavior ### 42. Easy to use **Rating:** 3.5/5.0 stars **Reviewed by:** Shashank B. | Senior Software Engineer, Computer Software, Small-Business (50 or fewer emp.) **Reviewed Date:** February 13, 2019 **What do you like best about IBM SPSS Statistics?** User friendly. Used it for my 90/10 project at work and helped a lot in statistics. **What do you dislike about IBM SPSS Statistics?** User experience is not as good as I hoped i would expect improvements there. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Statistical anaylsis. At this time I can only say about this ### 43. A great tool for the statistical analysis of data for its simplicity and nice-looking outputs **Rating:** 3.5/5.0 stars **Reviewed by:** minh p. | Graduate Assistant, Research, Enterprise (> 1000 emp.) **Reviewed Date:** July 06, 2018 **What do you like best about IBM SPSS Statistics?** It is an excellent software for handling big data. it allows in a simple way to import data and to analyze without great technical knowledge.It is easy to perform from simple statistical calculations, descriptive statistics, data validation to inferential or predictive statistics. It is designed in a simple and user-friendly way since it is not necessary to use complex knowledge to encode data when using qualitative data. The output are formatted nicely. This is an ideal software for research for non-technical people.. **What do you dislike about IBM SPSS Statistics?** Due to the large number of possibilities for the treatment and analysis of data, it can be quite overwhelming to pick an analysis, especially if the differences between each of the analysis possibilities it provides are not clear. This also means that it is necessary to dedicate a considerable time to explore each one of the possibilities that it offers and to see the tutorials offered for the use of the software. **Recommendations to others considering IBM SPSS Statistics:** If you are not very familiar with statistics, this is a good software to use. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I used IBM SPSS to analyze data for some of my researches ### 44. Simple GUI and well-organized instructions with learning services **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** July 17, 2018 **What do you like best about IBM SPSS Statistics?** SPSS is easy to start statistical analyses by just using a simple GUI interface. At the installation of software, there are many online resources for help and offline lerning services if your budgets allow. SPSS is suitable for the person who is not familiar with machine languages as well as detailed statistics. **What do you dislike about IBM SPSS Statistics?** SPSS statistics doesn't have a kind of templates to perform routine analyses. Beginners like me may be sometimes confused with reminding a series of analyses. **Recommendations to others considering IBM SPSS Statistics:** Trial software would be helpful to consider SPSS. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I am a research scientist in food industry, and analyze the research data of clinical trials and animal studies. The statistical methods used are dependent on the research field, but I have to run the analyses in a way of trial and error. Without learning specific languages, SPSS can easily handle the statistical analysis in accordance with scientific papers. ### 45. One of the best statistical programs **Rating:** 4.5/5.0 stars **Reviewed by:** Francisco N. | Small-Business (50 or fewer emp.) **Reviewed Date:** August 08, 2018 **What do you like best about IBM SPSS Statistics?** The statistical program SPSS is the main program we use for data storage and processing. In a simple way, it allows adding data and enables the use of a wide variety of tests and trials for analysis. **What do you dislike about IBM SPSS Statistics?** The program can be complex the first few times it is used, as it is not very intuitive. However, with each update, they improve the interface. Another negative point is the lack of ease it offers when adding data, as it does not allow "dragging" cells, something that is allowed in other simpler programs like Excel. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** IBM SPSS Statistics allows us in the company to analyze data from samples and collections conducted, and its easy organization and the extensive existing tests facilitate the task. ### 46. Make accurate recommendations based off the science of data **Rating:** 5.0/5.0 stars **Reviewed by:** Sean S. | Accounts Payable, Mid-Market (51-1000 emp.) **Reviewed Date:** October 03, 2018 **What do you like best about IBM SPSS Statistics?** I like how specific the data/results were after running regressions and correlations. The null was simple to read to make accurate follow up decisions. **What do you dislike about IBM SPSS Statistics?** The learning curve and training period was my biggest dislike. For first time users, it can be complex if one is not properly trained to use the system. **Recommendations to others considering IBM SPSS Statistics:** There are a lot of helpful videos to watch on the internet to help training and implementation run smoothly when there is lack of training staff. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We can make better decisions based on facts from the data and no longer take guesses on what we think the general populations thinks/feels. Better targeting. ### 47. The user-friendliest statistical analysis software **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** December 28, 2018 **What do you like best about IBM SPSS Statistics?** The most important feature of SPSS is that it is very easy to use and covers a wide variety of statistical analysis. Even if you do not know how to perform a certain function, you can easily search in Youtube and find a good tutorial on that. **What do you dislike about IBM SPSS Statistics?** Compared to other statistical analysis softwares, SPSS is a little bit limited in terms of analysis tools that it provides. Moreover, some people have questioned the reliability of some methods that SPSS uses in analysis. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I always use SPSS for simple statistical analysis such as regression, reliability analysis, and exploratory factor analysis. ### 48. Still *the* standard for statistical software for non-programmers after all these years **Rating:** 5.0/5.0 stars **Reviewed by:** Aron G. | Managing Director, Market Research, Mid-Market (51-1000 emp.) **Reviewed Date:** June 14, 2018 **What do you like best about IBM SPSS Statistics?** SPSS was one of the first programs I learned to execute statistics on (after I learned to do the stats by hand). Over the years it keeps improving, it has an incredibly friendly GUI and underneath that a language for creating (and replicating) syntax to get the full capabilities of the program and to assist with documentation and replication. **What do you dislike about IBM SPSS Statistics?** SPSS can be incredibly expensive. Depending on your needs, you may need to invest in several modules. More problematic to me is that what used to be the standard offer has (following the airline model) been "unbundled" and made to cost more now, to get what I consider basic functionality. I also think some of the tools to help marketers make decisions, which has a strength of of not requiring knowledge of statistics also has a weakness of putting powerful tools in the hands of people who don't fully understand them. **Recommendations to others considering IBM SPSS Statistics:** I would strongly recommend considering SPSS, SAS and R installations for anyone thinking of implementing inhouse statistical software. Each of these has different strengths and weaknesses, which I will not go through in depth. I will say at the highest level, SPSS is what I would install for a shop with people who have average to below average statistical skills, SAS stands out for high powered installations, and R requires the most programming know-how, but is open-source with a thriving community and the capability of handling just about any analytic problem you can imagine. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** If you need to run statistical analyses, this software will get you there. It is average or below for visualization, but can run most types of parametric and non-parametric statistics a business person would need. ### 49. SPSS **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Primary/Secondary Education | Small-Business (50 or fewer emp.) **Reviewed Date:** February 25, 2019 **What do you like best about IBM SPSS Statistics?** I like how it is pretty straight forward to run simple regressions and data analysis. **What do you dislike about IBM SPSS Statistics?** One of the major setbacks of SPSS for me is that I do not like how the graphs look and always have to recreate them for my poster presentations. **Recommendations to others considering IBM SPSS Statistics:** N/A **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I use SPSS to run my data analysis for my projects. It gives me ways to represent my data as well ### 50. One-stop shop for Modeling **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consumer Goods | Enterprise (> 1000 emp.) **Reviewed Date:** February 12, 2019 **What do you like best about IBM SPSS Statistics?** 25 years back, I started with SPSS to learn model development. It stands for Ease of Use. Meant for all user segments- students, practitioners, developers. Over time it has kept adding to its catalogue of techniques and being relevant. **What do you dislike about IBM SPSS Statistics?** Actually nothing. It has the entire range right from time series, regresssion to neural networks. Maybe there needs to make bespoke development / code writing easier like SAS. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Market Research ## 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 - [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 - [Is there a user guide from IBM for SPSS?](https://www.g2.com/discussions/is-there-a-user-guide-from-ibm-for-spss) - 2 comments, 1 upvote - [View IBM SPSS Statistics pricing details and edition comparison](https://www.g2.com/products/ibm-spss-statistics/reviews?page=8§ion=pricing&secure%5Bexpires_at%5D=2026-05-16+15%3A37%3A45+-0500&secure%5Bsession_id%5D=9df23455-2fb2-4888-9532-e77e85e4c89b&secure%5Btoken%5D=084ab4267d86fc37f554c734d0c11593d340cea2cde6aa3b4d4cdfafd6ef9e31&format=llm_user) ## IBM SPSS Statistics Integrations - [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) - [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) - [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) - [pandas python](https://www.g2.com/products/pandas-python/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 (219 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) - 4.4/5.0 (81 reviews)