# 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:** 927 ## 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, which simplifies complex statistical analysis for all levels. (33 reviews) - Users value the **user-friendly interface** of IBM SPSS Statistics, simplifying complex statistical analysis without coding requirements. (19 reviews) - Users appreciate the **data management and cleaning capabilities** of SPSS, allowing for efficient handling of complex datasets. (15 reviews) - Users appreciate the **user-friendly interface** of IBM SPSS, which simplifies complex statistical analysis for non-programmers. (13 reviews) - Users value the **easy-to-understand analysis capabilities** of IBM SPSS Statistics for simplifying complex statistical evaluations. (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, impacting accessibility and usability of the software. (19 reviews) - Users criticize the **poor visualization** in SPSS Statistics, noting difficulties in interpreting tables and discovering features. (12 reviews) - Users struggle with a **steep learning curve** due to insufficient tutorials and complicated initial setup processes. (11 reviews) - Users often find the **outdated interface** of IBM SPSS Statistics complicated and less appealing compared to newer tools. (7 reviews) - Users experience **performance issues** with IBM SPSS Statistics, especially when handling large datasets, leading to slow functionality. (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. Convenience of looking insights for decision making at your finger tips **Rating:** 5.0/5.0 stars **Reviewed by:** Dr. Harsh R. | Sales And Marketing Specialist, Small-Business (50 or fewer emp.) **Reviewed Date:** August 04, 2022 **What do you like best about IBM SPSS Statistics?** IBM SPSS is one of the most convenient, flexible and versatile packages available today, It offers multiple windows views particularly- for data input, defining and controlling characteristics of data, syntax and output of results. The dropdown menu for various commands and computation is very logically sequenced so as to be used by a beginner to the professional statistician. It also offers connecting links to seek deep specific methodologies of computation and testify. The package provides tabulated numerical results and decent graphics. Connection with another platform like python is also easy. Add-ons applications like Modeler and Amos are extremely useful for advanced users. Numerous utilities in it makes SPSS is an all-rounder and must have like “Swiss Army Knife”. **What do you dislike about IBM SPSS Statistics?** Visualization techniques need improvements. Largely, data, variable window and even output tables appear somewhat old-fashioned. Zoom-in and Zoom-out facilities should be added for large tables, graphs and data view. Confusion Matrix is one of the important element missing in output. The facility of testing “Alpha” and “Beta” simultaneously is desirable, along with appropriate visual probability distributions and threshold parameters. Calculated output tables do not provide any details or relevant information about a particular head or value assigned after calculation, with the applicable assumption for convenience. I personally find mathematical computation difficult for algebraic expression in computing window. Some interactive visualization methods should be added. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** SPSS is helping in Demand estimation and Sales forecasting on the basis of previous records, which is eventually critical for decision making. Most of the time, analytical decisions are based on SPSS output and estimated values, unanimously. Sometimes it also helps in report writing. For me, it is Psychological as well as rational satisfaction. ### 2. Recommended IBM SPSS **Rating:** 5.0/5.0 stars **Reviewed by:** Naima A. | Country Co-Investigator , Enterprise (> 1000 emp.) **Reviewed Date:** June 22, 2022 **What do you like best about IBM SPSS Statistics?** Normality test. KMO Bartlett test. Factor analysis. Regression analysis. Dimension reduction. Non parametric test. And also missing value analysis test or treating missing values. **What do you dislike about IBM SPSS Statistics?** Some time its problem when only can run a normal data. Somtime gets slow or hanged. If the data is not normal cannot run. For mediation testing need to follow other processes. **Recommendations to others considering IBM SPSS Statistics:** SPSS is a fundamental software to learn to excel yourself for further. Even you are using other softwares still SPSS keeps a lot of solutions and sometimes you need to go through data from it. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It offer the data analysisa for a number of fields. Not limited to only for one. Good for checking normality of data. Testing pilot results. Small data can run. ### 3. Right tool for novice until mastery in data Analysis - IBM SPSS **Rating:** 3.5/5.0 stars **Reviewed by:** Sansar S. | Monitoring, Evaluation, Accountability and Learning (MEAL) Specialist - West Field Office, Dhangadi, Mid-Market (51-1000 emp.) **Reviewed Date:** June 22, 2022 **What do you like best about IBM SPSS Statistics?** very simple tool for beginners; statistical concepts are directly applicable; simple tabulation, cross-tabulation; output window for viewing instant results; now SPSS is a development jargon. **What do you dislike about IBM SPSS Statistics?** Most people lack initiating SPSS. people have in mind about using SPSS, but getting training and utilizing for thier purpose is huge task. people think SPSS as analysis tool of development data only. **Recommendations to others considering IBM SPSS Statistics:** Jump into IBM SPSS Statistic, you'll enjoy playing with variety of results. Do not wait for formal trainings or coaching; just use youtube channels for initiating right now. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** comparing results; generating simple tables; generating cross tabs; importing data from MS Excel sheet for complex analysis; comparing values of different test we perform. ### 4. IBM SPSS Statististical Computing Review **Rating:** 4.5/5.0 stars **Reviewed by:** SYED MUGHEES UL H. | Assistant Manager Publication, Enterprise (> 1000 emp.) **Reviewed Date:** July 20, 2022 **What do you like best about IBM SPSS Statistics?** IBM Statistical Computing Software is really user-friendly and easy-to-use software for all types of basic and advance statistical methods, I like the simplicity of the interface. **What do you dislike about IBM SPSS Statistics?** The interface should be modern and minimalist so that the analyst can easily focus on the analysis and avoid other distractions for the data for analysis of work. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Using the analysis of academic research, clinical trials, and large-scale databases, SPSS is helpful in many ways. At a personal level, there are numerous benefits of this software. ### 5. I'm a professional SPSS user as Medical Statistician **Rating:** 4.5/5.0 stars **Reviewed by:** Syed Muhammad H. | Statistician, Mid-Market (51-1000 emp.) **Reviewed Date:** November 27, 2021 **What do you like best about IBM SPSS Statistics?** SPSS is user friendly can do all sort of statistical analysis in one click. The Drop down menu is very interesting and ideal for me also engaging the R and Python integration makes it more interesting for me. **What do you dislike about IBM SPSS Statistics?** SPSS is very expensive also takes a very huge space for installation along with RAM and system comparability issues in some odler version PCs, every version of SPSS needs a new registration I e. Not updating itself. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I I'm sloving statistical and Biostatistics problems/data analysis through SPSS. Also entering data ainto it. Conducting workshops on SPSS from beginner to advance level the addition of R and Python makes it more waste in using advanced recently developed statistical techniques. ### 6. Experience with IBM SPSS **Rating:** 4.5/5.0 stars **Reviewed by:** Md Sazib A. | Project Officer, Mid-Market (51-1000 emp.) **Reviewed Date:** June 21, 2022 **What do you like best about IBM SPSS Statistics?** Currently working as Project Officer at Center for natural resource studies ( CNRS). I have to manage and handle with Data Related responsibility like data input, analysis and reporting. For amazing statistical analysis i prefer to use SPSS and depend on SPSS for quickly analysis. **What do you dislike about IBM SPSS Statistics?** Sometimes, Data can be qualitative and bigger. In that case, data input and coding take many many time. So need to try fix these problems. Try to solve the barrier for huge amount of data. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Sometimes, Data can be qualitative and bigger. In that case, data input and coding take many many time. So need to try fix these problems. Try to solve the barrier for huge amount of data. ### 7. SPSS~ Practical Excellence **Rating:** 5.0/5.0 stars **Reviewed by:** Psych n Stats Tutor C. | Psych n Stats Tutor, Small-Business (50 or fewer emp.) **Reviewed Date:** July 23, 2020 **What do you like best about IBM SPSS Statistics?** The program is straightforward and has many options for students, grads and scholars, particularly in the social sciences. Being able to add macros, such as PROCESS is also useful. The output sheets are easy to navigate and to export as a pdf if needed. Highly recommended. It's useful for analyses large numbers of cases and for exploring data to 'read' patterns and getting to know it, so that it is more than just numbers. It's a great package for newbies to data analysis to use given the wealth of support resources online and offline to help one to navigate or to learn tips and tricks. **What do you dislike about IBM SPSS Statistics?** That the contrast and post-hoc tests are not as accurate as PSI (UNSW). It does take a little time to learn the layout and switching between data view and variable view, but within an hour you get the hang of that and navigating the numerous options on the tool bar. It is recommended that you use a reference book as you are learning. I continue to use one when I run a test as one can easily forget the numerous options. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I support undergraduates and post-graduates with research reports, stats learning and thesis analysis. SPSS IBM helps students to rapidly and easily analyse their data and obtain a meaningful story from their data. ### 8. So many features to add **Rating:** 4.0/5.0 stars **Reviewed by:** Sajal Kanti G. | Asst. Manager, Strategic Brand Management, Small-Business (50 or fewer emp.) **Reviewed Date:** June 30, 2022 **What do you like best about IBM SPSS Statistics?** Quick and easy to learn, Can handle large amounts of data, Great user interface. The drag-and-drop UI for statistical analysis is very helpful for beginners. All kinds of basic statistical analyses are covered by it. So, it is a very useful and preferred option for any student/beginner. Additionally, the excel-like user interface also makes it easier for data entry. **What do you dislike about IBM SPSS Statistics?** Expensive, Limited functionality. Data manipulation, data cleaning, and data visualization options are very limited. **Recommendations to others considering IBM SPSS Statistics:** For the novice and most standard statistical analyses, SPSS is best. For advanced users and shiny data visualization, consider R, Tableau. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Standard statistical analyses. For data visualization, I use different software applications like Tableau. ### 9. IBM SPSS Statistics is very powerful tool when it comes to Research & Analysis. **Rating:** 4.5/5.0 stars **Reviewed by:** Dhairyasheel K. | Data Analyst/Data Processing, Mid-Market (51-1000 emp.) **Reviewed Date:** July 01, 2022 **What do you like best about IBM SPSS Statistics?** It has vast variety of data types through which you can do the statistical analysis. **What do you dislike about IBM SPSS Statistics?** Takes time when editing of data in data editor. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Some of the problems related to advanced statistical analysis can be solved through IBM SPSS Statistics, which in turn benefit to us as we are in the field of research. ### 10. It is a tool which helps from novice to expert. Very useful to analyse the data. **Rating:** 5.0/5.0 stars **Reviewed by:** Mohammed A. | Manager - Data Processing, Mid-Market (51-1000 emp.) **Reviewed Date:** August 09, 2022 **What do you like best about IBM SPSS Statistics?** You can check the frequency, percentage, crosstab, market share instantly - this is the most important feature. **What do you dislike about IBM SPSS Statistics?** It is bit slow, they should improvise the processing time and file opening time. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Earlier we have to use menu to take frequency, now in a right click frequency is possible. ### 11. IBM SPSS Statistics is Great! **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Market Research | Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about IBM SPSS Statistics?** IBM SPSS Statistics is an intuitive statistical platform that helped me learn a wide array of statistical tests I use in market research analysis. This platform is easy to use and is very powerful. **What do you dislike about IBM SPSS Statistics?** IBM SPSS Statistics isn't as flexible as other Statistical software, so it seems cumbersome at times. Nevertheless, it is a great platform to start statistical learning or to use if you aren't a statistical guru. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** SPSS Statistics allows me to run a statistical test for market research projects. I can use it on a wide array of data types and it helps me to analyze data and tell the best story. ### 12. SPSS Statistics Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** June 15, 2022 **What do you like best about IBM SPSS Statistics?** SPSS is a data analysis software program. Researchers use it to conduct statistical functions such as T-test, ANOVA, correlation and many other statistical analyses. It is very user-friendly and easy to comprehend. It interprets and manipulates survey data and outputs the data in a very understandable way. It was very helpful when I was doing my senior thesis. **What do you dislike about IBM SPSS Statistics?** Initially, I found SPSS a bit difficult, and this is because of its many functions. However, it gets easy when you go through and use it. For some, it may be expensive. **Recommendations to others considering IBM SPSS Statistics:** If you are a social science student and you are doing your research project or thesis, I highly recommend this software. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I think that is the best software when doing social sciences research. SPSS is easy to use once you get used to it and statistical analyses are fast and very accurate. I like that it can handle a large amount of data. ### 13. Using SPSS for access the data even to make changes or modifications in data **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Enterprise (> 1000 emp.) **Reviewed Date:** July 04, 2022 **What do you like best about IBM SPSS Statistics?** It works with script and it can help in every type of change we want make in data. Even we can perform such tasks like data cleaning data record merging of two data file and etc. **What do you dislike about IBM SPSS Statistics?** It's gets slow with heavy data file, when we operate on heavy data file it's performance get slow or if we are performed a task on server it also get slow on the same. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It's help us to understand the data and help us to export data according to our understanding and even in understandable format and can also export in like tabs graphical and so on. ### 14. best data analysis desktop application **Rating:** 4.5/5.0 stars **Reviewed by:** Shehan D. | Software Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** May 19, 2022 **What do you like best about IBM SPSS Statistics?** This data analysis application provides a data cleaning process, and it gives very easy steps to follow the data cleaning. It can be used to analyse the data and develop the data models. **What do you dislike about IBM SPSS Statistics?** I don't have many dislikes about the SPSS statistical analysis. But it cannot be used for extensive data set analysis. And sometimes, it cannot use as we won't when it comes to the aggregation. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** i used this application for data analysis process and data cleaning process.it will help to get disicion meking using data sets. ### 15. SPSS Statistics review **Rating:** 4.5/5.0 stars **Reviewed by:** Ankit S. | Associate Product Manager, Enterprise (> 1000 emp.) **Reviewed Date:** September 01, 2022 **What do you like best about IBM SPSS Statistics?** 1. It is very user friendly 2. Generates detailed report for every analysis 3. Easy to save output files and easy to export data/report in most of the file formats **What do you dislike about IBM SPSS Statistics?** 1. UI/UX looks very old 2. No shortcut to access functionality **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It has a lot of inbuilt functionality, which is not there on excel. For example: - It has an inbuilt function to do "Factor analysis" for survey reports. ### 16. SPSS - The Best Data Analysis Software for Students, Educators, and Professionals **Rating:** 5.0/5.0 stars **Reviewed by:** Sean Z. | Consultant, Small-Business (50 or fewer emp.) **Reviewed Date:** February 24, 2022 **What do you like best about IBM SPSS Statistics?** I have used SPSS since my undergraduate education. I have training with this software, which most certainly helps. SPSS has everything I have ever needed in terms of data analysis for personal projects as a student, as an independent contractor, and now as a professional with a research and consulting company. **What do you dislike about IBM SPSS Statistics?** SPSS can be a bit difficult for the uninitiated. That is, I would recommend some degree of training or course in SPSS or data analytics before using SPSS. Once you learn the ins and outs, SPSS is second-to-none. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I have solved real-world, organizational problems for city governments, organizations, collegiate institutions, individuals, and academic reserach. I have used SPSS for Diversity, Equity, and Inclusion, as well as various sociological topics. ### 17. very useful Application for Data analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Sharan D. | Quality Assurance Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 24, 2022 **What do you like best about IBM SPSS Statistics?** This application allows users to analyze large amounts of data and has a great user interface. The best thing is we cam cleaned our uncleaned data set using this application. After cleaning we can analyse our data set. **What do you dislike about IBM SPSS Statistics?** Honestly, I don't have dislike areas in this application. After you get to know how to use it correctly it's the best app for data analysis using statistics. But this application is a little bit expensive. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I use this application for the data set clean part and doing some statistical analysis for my machine learning projects. This application allows me to do my work very easily. ### 18. SPSS **Rating:** 4.0/5.0 stars **Reviewed by:** Ramachandraraja K. | Senior Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about IBM SPSS Statistics?** Easy to learn, and use. You can do all the operations via options itself **What do you dislike about IBM SPSS Statistics?** I belive the cost of usage, that's the reason lot of companies moving away from spss **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Since this isn't open source, it is useful for primary Market research ### 19. SPSS has everything you need for analysis. **Rating:** 4.5/5.0 stars **Reviewed by:** Jackson I. | Data Analytics Developer, Enterprise (> 1000 emp.) **Reviewed Date:** June 26, 2022 **What do you like best about IBM SPSS Statistics?** For social science statistics, the application is straightforward and user-friendly. I also appreciate the many perspectives that facilitate communication with customers. **What do you dislike about IBM SPSS Statistics?** It can be hard to use if you don't learn how to use it first. **Recommendations to others considering IBM SPSS Statistics:** Make sure that SPSS is all you need to do your tests. If not, it's an excellent tool for people who need to look at statistics. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We use this tool to examine trends in health care claims. It provides a great deal of flexibility since it can analyze and alter a vast amount of data. ### 20. Easy and Quick data analytics **Rating:** 5.0/5.0 stars **Reviewed by:** selvarasu a. | Professor of Marketing, Founder & President of MRSI.AU.Marketing Forum, Mid-Market (51-1000 emp.) **Reviewed Date:** July 06, 2022 **What do you like best about IBM SPSS Statistics?** The Conjoint analysis and Regression are my take away. Cross tabulation is really useful for our business analytics. Data management is again a quick transformation. **What do you dislike about IBM SPSS Statistics?** The Google form integration may be made possible. The online data collection has to be integrated with any other data collection online process. Integration is essential. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We use it for academic purposes and UG PG and PhD student make use of the service very much in order to complete their real time projects always. Management studies use it very much. ### 21. IBM SPSS Statistics- Making analysis easy **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** July 19, 2022 **What do you like best about IBM SPSS Statistics?** The IBM SPSS Statistics tool is one of the best tools that I've used for the analysis of my research data. It makes the analysis very easy and less time-consuming by easy processing of data sets and improving the output. **What do you dislike about IBM SPSS Statistics?** Overall it is a very useful tool, but a little too complex when it comes to the analysis of data sets having non-numeric data, there's a lot of data cleansing required before the analysis starts. The interface can be improved to enhance the user experience. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Although the tool is very similar to Excel, it makes the analysis much faster, easier and more accurate when compared to Microsoft Excel which helps in better output and user experience. ### 22. IBM SPSS Statistics review **Rating:** 5.0/5.0 stars **Reviewed by:** Melhick Asrat A. | Health Care Advisor, Small-Business (50 or fewer emp.) **Reviewed Date:** December 09, 2021 **What do you like best about IBM SPSS Statistics?** SPSS offers a sufficient free trial period. It has a simple, user-friendly interface and is the perfect software to perform both simple and complex data analysis.SPSS also allows data in various formats including xlsx and csv, to be easily imported into datasets. Lastly, exporting charts, tables, and graphs from SPSS o other files is very helpful. **What do you dislike about IBM SPSS Statistics?** The only aspects of IBM SPSS that I would say might need improvement is that launching the software takes a long time and that the temp files take up too much space. **Recommendations to others considering IBM SPSS Statistics:** I strongly recommend IBM SPSS to anyone looking for quality and easy-to-use software for research and data analysis! **What problems is IBM SPSS Statistics solving and how is that benefiting you?** By using IBM SPSS, I have been able to perform more efficinet and accurate analysis of data. Additionally, I have used this software as a great tool for making graphs, tables and figures to display data in an attractive and easy to understand manner. ### 23. My experience has always been wonderful with IBM statistics. **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Research | Small-Business (50 or fewer emp.) **Reviewed Date:** August 10, 2022 **What do you like best about IBM SPSS Statistics?** The most helpful things in IBMare many like, easy graphs, easy customization, and quick entry of data, while all this has always prevailed. there is one thing which exictes me that is it's easy to spot tools and options. **What do you dislike about IBM SPSS Statistics?** The one and only thing which I feel is my least favourite thing about IBM is its outdated interface and user experience throughout the process. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** As a statistical tool, it is used all over the world, and I think every day some or other error or mishap happens in IBM software, but in my opinion, its regular updates help to keep it in check. ### 24. My personal experience with IBM SPPSS is awesome. **Rating:** 3.5/5.0 stars **Reviewed by:** Ziaul H. | Process Specialist, Education Management, Small-Business (50 or fewer emp.) **Reviewed Date:** July 05, 2022 **What do you like best about IBM SPSS Statistics?** Quick and accurate Analysis of Data plus Visualisation. **What do you dislike about IBM SPSS Statistics?** A bit difficult for freshers to understand. **Recommendations to others considering IBM SPSS Statistics:** IBM SPSS is the one-way solution for companies working in IT and Non IT domain. It is helpful to solve your data-related problem and gives a summary to make things easier. Data is the new oil, In order to take data-driven decisions, we must a software like SPSS. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It helps in solving the large data sets and understanding the broad picture. ### 25. Simple steps and user friendly **Rating:** 4.0/5.0 stars **Reviewed by:** Ayi F. | Biomedical Scientist, Mid-Market (51-1000 emp.) **Reviewed Date:** August 02, 2022 **What do you like best about IBM SPSS Statistics?** Easy Transforming and computing syntax command line, simple steps in GLM modelling. **What do you dislike about IBM SPSS Statistics?** Uniform test or normality test has several steps such as KS and multiinterpretation to nonparametric KS. **Recommendations to others considering IBM SPSS Statistics:** Simple to use **What problems is IBM SPSS Statistics solving and how is that benefiting you?** IBM SPSS is suitable for social science experiments based questionnaire, but was not optimized for lifescience experiment such as material science data modelling, chemistry and physics. ### 26. A necessity for marketing research **Rating:** 5.0/5.0 stars **Reviewed by:** Zach L. | Consumer Insights Manager, Mid-Market (51-1000 emp.) **Reviewed Date:** September 20, 2022 **What do you like best about IBM SPSS Statistics?** It's extremely user-friendly and easy to learn. **What do you dislike about IBM SPSS Statistics?** With the version that I have, I'm unable to run TURF analyses **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Analyzing primary survey data. It's instrumental to what we do as a business. ### 27. I am use daily routine because i am data science excellent software **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.) **Reviewed Date:** June 24, 2022 **What do you like best about IBM SPSS Statistics?** Social science work easily data analysis. Questioneir work easy conduct snd help full work. More easy calculation linear regression and chi square distribution. **What do you dislike about IBM SPSS Statistics?** I miss simulation and advance probability distribution. I miss baysian analysis. More easy to calculation related advance probability distribution for helpful when including this is methodology. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** More helpful for me east to found descriptve statistics and frequency analysis. Comparison means like anova for suitable easy to foind business problem. Non parameteric method. ### 28. Best Data Analysis Software **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.) **Reviewed Date:** July 24, 2022 **What do you like best about IBM SPSS Statistics?** It is easy and simple to enter data and do analysis by clicking an option. The output is also very organized in the required format. Help is also very interesting especially case studies. **What do you dislike about IBM SPSS Statistics?** Sometimes it hangs and does not work properly, but all is fixed after restarting the software and loading the file again. Also the graphics are not much appealing as compared to the others. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Basic analysis like descriptive statistics, graphs, charts, t,z, chi tests, etc; as well as advanced multivariate analysis, for instance, EFA, CFA, Regression models, Nueal Network, Discriminant analysis, cluster analysis, SEM, etc. ### 29. Fast, reliable for complex analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Junaid A. | Business & Market Research Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** July 13, 2022 **What do you like best about IBM SPSS Statistics?** Complex analysis and statistical data view **What do you dislike about IBM SPSS Statistics?** Not enough easy for beginners like IBM Survey Reporter **Recommendations to others considering IBM SPSS Statistics:** IBM SPSS Statistics is a good tool but not easy for beginners so there would be a Light or Easy mode for beginners. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It helps in complex analysis and helps to generate useful insight. IBM SPSS is an essential tool for data analysis for advanced level ### 30. Love SPSS- Tried and True **Rating:** 4.5/5.0 stars **Reviewed by:** Maddie G. | Research Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** January 12, 2022 **What do you like best about IBM SPSS Statistics?** SPSS goes above and beyond allother stat softwares. It's ease of manipulation of variables and data far outweighs SAAS. SPSS allows you to do much more than any other software- and faster. And it's compatible with almost any surveying platform (all that I use). **What do you dislike about IBM SPSS Statistics?** Its look is outdated. It definitely feels and looks like a 90's IBM software. It could use a redesign- but no need to mess with its functions. I've also had some trouble making it work well with R., But that could be just me and a small lack of R knowledge. **Recommendations to others considering IBM SPSS Statistics:** Spend the time to take a course and you'll master it quickly! **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I use SPSS to review survey data for a large research firm. I've used SPSS at every job I've had- as well as in Grad School while completing my Master's in Statistics. I even had my new company purchase licenses because using SPSS is much easier than what they were using. ### 31. SPSS **Rating:** 5.0/5.0 stars **Reviewed by:** priya d. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** July 01, 2022 **What do you like best about IBM SPSS Statistics?** It is easy to use and helps us to create statistical analysis. **What do you dislike about IBM SPSS Statistics?** Cost is so high and more updates needed. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It helps us to understand the data better. ### 32. Amazing tool for data analysis **Rating:** 4.5/5.0 stars **Reviewed by:** Ekta S. | Insights and Analytics Manager, Consumer Goods, Enterprise (> 1000 emp.) **Reviewed Date:** May 12, 2022 **What do you like best about IBM SPSS Statistics?** It is a very useful tool for data analysis in market research. We can run cross tabs, driver analysis and run some complicated analysis on the consumer research data **What do you dislike about IBM SPSS Statistics?** User outlook is not very friendly. The person should be aware type of data whether it is binary, etc. to run the analysis. It can improve on interface and data extraction process **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Solving both fundamental and complicated data mining and analysis. It helps run cross tab of various parameters. It helps in solving large data problems and bringing clear insights ### 33. IBM SPSS helps me to make quick decision and helps to control big data within limited timeframe **Rating:** 4.0/5.0 stars **Reviewed by:** Dipak B. | Project Officer, Mid-Market (51-1000 emp.) **Reviewed Date:** July 14, 2022 **What do you like best about IBM SPSS Statistics?** I mostly like the statistical tools and easy integration of several models at the same time **What do you dislike about IBM SPSS Statistics?** I haven't yet gotten anything like that so can't tell about it **Recommendations to others considering IBM SPSS Statistics:** The Manual can be added along with the functions to ease the process **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It mostly helps me to generate business ideas and take quick data-driven decision ### 34. Good Tool for the Advance Statistical Analysis **Rating:** 3.5/5.0 stars **Reviewed by:** Muhammad S. | Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** August 08, 2022 **What do you like best about IBM SPSS Statistics?** Advance Statistical Analysis Using the same codes with an updated database Handle big data **What do you dislike about IBM SPSS Statistics?** Hard time managing the small data-related queries, visual representations **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Happy to run Regression Analysis, Cluster Analysis, Cross Tab, Correlations, etc to generate market research insights ### 35. SPSS, A statistical journey **Rating:** 5.0/5.0 stars **Reviewed by:** Mubariz Ahamed M. | Business, Mid-Market (51-1000 emp.) **Reviewed Date:** August 08, 2022 **What do you like best about IBM SPSS Statistics?** SPSS helps solving real life problems. Love to sample data in SPSS **What do you dislike about IBM SPSS Statistics?** Power BI is bigger. It has more features and is more user friendly **What problems is IBM SPSS Statistics solving and how is that benefiting you?** SPSS helps solving big data problems which eventually helps make business decisions ### 36. the most reliable statistic solution I ever use **Rating:** 4.0/5.0 stars **Reviewed by:** mohammad j. | Supervisor, Enterprise (> 1000 emp.) **Reviewed Date:** December 11, 2021 **What do you like best about IBM SPSS Statistics?** The most reliable statistic solution I have ever used, and even if a tool is not available in the package, I can use the R and write my own. **What do you dislike about IBM SPSS Statistics?** The complexity of the software is one of the advantages and disadvantages. Yes, spss is for the advanced user, but there should be some easy way for new users to understand it. I teach advanced statistics in the college of education and year after year have the same problem when I want to teach statistics with spss to students. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I use it to find results in the field of psychology and education, and other social sciences; I also use it to apply my class's example to real-world situations. ### 37. I had a great experience as I completed my research analysis on SPSS **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Medical Practice | Small-Business (50 or fewer emp.) **Reviewed Date:** August 08, 2022 **What do you like best about IBM SPSS Statistics?** Calculations of means in the shortest time **What do you dislike about IBM SPSS Statistics?** I dislike the complex data entry process. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** I completed my research thesis, a comparative study, with SPSS. it made process easy for me and save my time. ### 38. Statisticial and Evaluations practitioner for ast 20 year **Rating:** 5.0/5.0 stars **Reviewed by:** G.M S. | Senior Impact, Monitoring and Evaluation Senior Specialist, Enterprise (> 1000 emp.) **Reviewed Date:** June 26, 2022 **What do you like best about IBM SPSS Statistics?** Using SPSS 20 for now. The help menu is great. Would be wonderful if the 'help menu is converted onto video guide'? would be a feather in IBM SPSS market!! **What do you dislike about IBM SPSS Statistics?** The menu command does not create an automated syntex document of the commands run using the menu **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Using for analysis of different data sets ### 39. Useful tool for statistical analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Artyom A. | Reconciliation Officer and Reporting Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** June 16, 2022 **What do you like best about IBM SPSS Statistics?** You can handle datasets with millions of rows inside IBM SPSS Statistics. It also allows you to save your code to use later as well. **What do you dislike about IBM SPSS Statistics?** Compared to programming languages such as R and Python, IBM SPSS Statistics is not that fast. Also, UI is outdated. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It helps me to conduct descriptive, regressional analysis, k-mean clustering and much more. ### 40. IBM SPSS Statistics isuser friendly solutionwith advanced analytics features in it. **Rating:** 5.0/5.0 stars **Reviewed by:** Muhammad R. | Unit Head - Risk Systems & Modeling, Mid-Market (51-1000 emp.) **Reviewed Date:** June 28, 2022 **What do you like best about IBM SPSS Statistics?** I like the reposne time while doing multivariate analysis **What do you dislike about IBM SPSS Statistics?** Spss do not perform time series analysis moreover doing moderation and mediation with latent variables is a challenge. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** SPSS is best tool for beginner statisticians. Users fron social sciences who do not know much about statistics can use this tool for their analysis. ### 41. Conducted workshop of Quantitative Data Analysis using SPSS **Rating:** 5.0/5.0 stars **Reviewed by:** Muhammad W. | Senior Lecturer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 22, 2022 **What do you like best about IBM SPSS Statistics?** IBM SPSS is one of the most user-friendly statistical software package. It covers a broad range of statistical procedures that allow researchers to summarize data **What do you dislike about IBM SPSS Statistics?** Every feature of version 22 was working as described **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It determines significancant difference between groups, examin relationship between variables and graphical representation of data. it provides basis for forecasting. ### 42. Friendly stats software **Rating:** 4.0/5.0 stars **Reviewed by:** Patricia C. | R, Enterprise (> 1000 emp.) **Reviewed Date:** January 29, 2022 **What do you like best about IBM SPSS Statistics?** I have been using SPSS for a long time and I have not been able to adjust to any other statistical software. It is easy to use and does not require a lot of coding. **What do you dislike about IBM SPSS Statistics?** To have acces to data missing analysis you need to pay for the premium version which can get expensive **What problems is IBM SPSS Statistics solving and how is that benefiting you?** In my group we have a lot of research data that needs to be analyzed. SPSS is a great statistical software that allows individuals with no strong coding background to perform their analysis. ### 43. Complex to use but solid **Rating:** 4.0/5.0 stars **Reviewed by:** Kerry C. | Internal Consultant, Mid-Market (51-1000 emp.) **Reviewed Date:** July 19, 2022 **What do you like best about IBM SPSS Statistics?** Can perform most levels of analysis. Works with large datasets and imputed datasets. **What do you dislike about IBM SPSS Statistics?** Quarky. It can be hard to find what you need if you are unfamiliar with the menus. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It is working well for analysis of large open datasets ### 44. SPSS is helpful for stastical analysis and data interpretation. **Rating:** 5.0/5.0 stars **Reviewed by:** Dr. Vishal Y. | Assistant Professor, Small-Business (50 or fewer emp.) **Reviewed Date:** August 08, 2022 **What do you like best about IBM SPSS Statistics?** Descriptive analysis, Analysis of Varience, t test. **What do you dislike about IBM SPSS Statistics?** Nothing, in the SPSS for dislike but i think SPSS become more friendly if College or university teach SPSS in undergraduation paper **What problems is IBM SPSS Statistics solving and how is that benefiting you?** No ### 45. Handy tool for Data Scientist **Rating:** 5.0/5.0 stars **Reviewed by:** Sumit K. | Senior Business Consultant(Data Scientist), Mid-Market (51-1000 emp.) **Reviewed Date:** July 01, 2022 **What do you like best about IBM SPSS Statistics?** The user guide is very helpful. It is the best tool start for beginners and excellent for experienced **What do you dislike about IBM SPSS Statistics?** IDE should improve and be a little bit more interactive **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It is very best for feature engineering and normalization of data.Alos, very advance ML techniques are present to use ### 46. Use that for your researchs **Rating:** 5.0/5.0 stars **Reviewed by:** Muhammad Y. | Chief Executive Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** June 22, 2022 **What do you like best about IBM SPSS Statistics?** I like Cluster building and easy-to-make charts. I also use Multiveriant analysis. Also i like frequency tables, Descriptive Tables, and other tools. **What do you dislike about IBM SPSS Statistics?** Little difficulties to put data into SPSS sheets. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** My whole research analysis was done on SPSS. It still helps me to analyze data from different research. ### 47. Experience of using IBM SPSS **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.) **Reviewed Date:** June 24, 2022 **What do you like best about IBM SPSS Statistics?** We mostly work with the research projects in Social Sciences and SPSS is the one that we feel the best fit our needs. **What do you dislike about IBM SPSS Statistics?** Nothing is something that I can say I dislike **What problems is IBM SPSS Statistics solving and how is that benefiting you?** We usually work with research projects in social sciences, mostly survey research. ### 48. IBM SPSS is one of the best software package for public health research. **Rating:** 4.5/5.0 stars **Reviewed by:** Md. Abu Hasan A. | Senior Nutrition Specialist, Mid-Market (51-1000 emp.) **Reviewed Date:** June 20, 2022 **What do you like best about IBM SPSS Statistics?** I like the layout and its functional areas of IMB SPSS. **What do you dislike about IBM SPSS Statistics?** It is not a convenient software for analyzing a big datasets. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** It’s helps me to do my research problems. I used to perform hypothesis testing and predictive analytics in particular. ### 49. SPSS is useful software for applying any statistical technique in any dataset based on yourobjective **Rating:** 4.0/5.0 stars **Reviewed by:** Ghanshyam R. | Manager, Enterprise (> 1000 emp.) **Reviewed Date:** June 30, 2022 **What do you like best about IBM SPSS Statistics?** self-explanatory software provides all kinds of guidance for each technique as well as each hyperparameter. **What do you dislike about IBM SPSS Statistics?** If the data size is high then it cann't manage. **What problems is IBM SPSS Statistics solving and how is that benefiting you?** generally we are using SPSS for creating tree based model ### 50. Review about IBM Stastistics very useful **Rating:** 5.0/5.0 stars **Reviewed by:** Tasnim C. | International Recruitment Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** July 23, 2022 **What do you like best about IBM SPSS Statistics?** Business analysis,cost analyses, regression analysis,Time series analyses **What do you dislike about IBM SPSS Statistics?** I have no issues with using this software **What problems is IBM SPSS Statistics solving and how is that benefiting you?** Financial analysis problem,cost analysis,time series analyses ## 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=3&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-05-18+17%3A37%3A07+-0500&secure%5Bsession_id%5D=50d490e2-67a8-45e9-be93-dda3df96bff1&secure%5Btoken%5D=243a8c83894baea97e219cd812c114c77e7b03c2adfd2322326c9eb8656933bf&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)