# IBM SPSS Statistics Reviews
**Vendor:** IBM  
**Category:** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis)  
**Average Rating:** 4.2/5.0  
**Total Reviews:** 928
## About IBM SPSS Statistics
IBM SPSS Statistics is an end-to-end statistical solution that simplifies advanced statistical analysis across industries for users of any statistical expertise. It offers comprehensive resources, expert support, and proven reliability to transform complex data into impactful decisions IBM SPSS Statistics recent version 32 release comes up with powerful new features such as AI Output Assistant, Mediation Analysis, Curated Help Designer and many advanced algorithms. IBM SPSS Statistics • offers an easy to use drag and drop interface along with AI Output Assistant to interpret complex statistical output in easy language. • simplifies complex data analysis using advanced statistical techniques that performs data preparation and management, to analysis and reporting. • performs predictive analysis using advanced forecasting procedures to uncover patterns and predict future trends. • creates compelling visual representations to identify trends, derive accurate conclusions and deliver graphs and presentation-ready reports Explore how both individuals and organizations spanning across Industries can simply complex statistical test through an easy to use, accurate ,reliable and secure solution. Use Cases 1. Market Research - Statistical procedures highlighting how to do market research with IBM SPSS 2. Client Acquisition – Emphasizes on how can organizations can acquire more clients and understand consumer behavior 3. Forecasting – Analyze historical sales data, evaluate key trends, predict outcomes relevant to inventory planning 4. Healthcare - Enabling healthcare organizations to improve patient outcomes 5. Government - Empowering Government institutions to take smarter policy decisions 6. Supply Chain - Utilize Statistical Algorithms to make data-driven decisions across procurement, inventory, logistics, and demand planning. Visit here to see what&#39;s new in v32 - https://www.ibm.com/products/spss-statistics/whats-new



## IBM SPSS Statistics Pros & Cons
**What users like:**

- Users appreciate the **ease of use** in SPSS, simplifying complex statistical analysis with a user-friendly interface. (25 reviews)
- Users love the **user-friendly interface** of IBM SPSS Statistics, simplifying complex statistical analysis effortlessly. (17 reviews)
- Users appreciate the **superior data management capabilities** of IBM SPSS Statistics for efficient data handling and cleaning. (13 reviews)
- Users appreciate the **strong analysis capabilities** of IBM SPSS Statistics, enabling data-backed decisions and simplifying complex statistics. (12 reviews)
- Users appreciate the **user-friendly interface** of IBM SPSS Statistics, making complex analyses simple and efficient. (10 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)
- Users appreciate the **user-friendly interface** and **wide range of statistical tests** offered by IBM SPSS Statistics. (8 reviews)
- Useful (8 reviews)
- Machine Learning (7 reviews)

**What users dislike:**

- Users find the **high cost** of IBM SPSS Statistics a significant barrier, especially for smaller teams with budget constraints. (13 reviews)
- Users find the **learning curve steep** with SPSS Statistics, making it challenging for beginners to navigate effectively. (9 reviews)
- Users often find the **outdated interface** of SPSS unappealing and less enjoyable during lengthy data analysis sessions. (7 reviews)
- Users find the **high licensing costs** of IBM SPSS Statistics to be a significant barrier for smaller teams and students. (6 reviews)
- Users are frustrated by the **slow performance with large datasets** in SPSS, impacting their data analysis experience. (6 reviews)
- Users report **performance issues** with large datasets in SPSS Statistics, leading to slow operation and inefficiencies. (5 reviews)
- Users find the **poor visualization** in IBM SPSS Statistics hinders understanding and complicates usage, especially for beginners. (5 reviews)
- Users feel that the **user experience could be significantly improved** , with a need for a more modern UI design. (5 reviews)
- Complexity (4 reviews)
- Integration Issues (4 reviews)

## IBM SPSS Statistics Reviews
  ### 1. 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

  ### 2. 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

  ### 3. outdated

**Rating:** 3.5/5.0 stars

**Reviewed by:** Kaylee Yichun C. | 2019 MBA and MS Finance Candidate, Higher Education, Mid-Market (51-1000 emp.)

**Reviewed Date:** January 17, 2019

**What do you like best about IBM SPSS Statistics?**

spss allows users to build the best model. For a data analyst, SPSS is helpful. 

**What do you dislike about IBM SPSS Statistics?**

The user interface is outdated and not improving. The system speed is slow

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Data Analytics. The stepwise model function makes SPSS better than Excel in terms of my work.

  ### 4. Powerful statistics tool

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

**What do you like best about IBM SPSS Statistics?**

IBM SPSS statisticas tool is a very powerful predictive modeling tool including text mining, and it can handle tons of varibles for business cases. It also can provide some prelimiary insights on what variables are most relevant if you want to exam them first. 

**What do you dislike about IBM SPSS Statistics?**

what I dont like the most is the cost, a bit costy for business to bear to scale it.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Predicitive model and Text minng

  ### 5. easing data science development 

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Retail | Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

**What do you like best about IBM SPSS Statistics?**

every aspect of model development integrated into the tool. very easy ui for trying out. can try out many different models seamelessly. excellent tool for data scienctists

**What do you dislike about IBM SPSS Statistics?**

i really dont have much to complain. except that it is an ibm product and need to invest on the tool to try out.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

model development and model testing for data sciencetists. trying to solve order optimization and similar use cases.

  ### 6. SPSS is a great statistical package for routine data analysis.

**Rating:** 3.5/5.0 stars

**Reviewed by:** Yun L. | Small-Business (50 or fewer emp.)

**Reviewed Date:** July 30, 2018

**What do you like best about IBM SPSS Statistics?**

SPSS is easy to learn and intuitive to use. It provides all the basic functionalities through a simple point-click GUI.

**What do you dislike about IBM SPSS Statistics?**

Customizing analysis or doing repetitive tasks can be really tedious.

**Recommendations to others considering IBM SPSS Statistics:**

If you are looking for an introductory statistical package to do routine data manipulation and analysis, this is a great start! There are plenty of tutorials and videos to get you going, and there is also room for more advanced and customized analysis as you build up skills and experience.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

We are suing SPSS for data analysis in healthcare research.

  ### 7. Utilizing SPSS as your everyday data analysis tool

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 27, 2019

**What do you like best about IBM SPSS Statistics?**

Easy to navigate and organize, data is kept secure and confidential

**What do you dislike about IBM SPSS Statistics?**

License for the product is expensive for individual users 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Organizing data is easy and efficient and reduces minimization of error 

  ### 8. Amazingly quick and no need to set up (online version)

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** June 11, 2018

**What do you like best about IBM SPSS Statistics?**

You can import Excel files and your date is not ruined at all. It is very convenient to use and plus it is free for me since my institution provided me with a free copy of it. When you use it online, you can access to your files from anywhere.

**What do you dislike about IBM SPSS Statistics?**

The worst feature is that you cannot connect to your desktop on your personal computer when you are using a business online version of it. It needs to be connected to your office computer. So not very convenient and time-efficient in this respect...

**Recommendations to others considering IBM SPSS Statistics:**

Just make sure that you save your data before closing a window.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

We have data from groups of students at K-12 level and we analyze their learning pace. This program is a classic! Although I use R, I find SPSS all the time the easiest to use and navigate. Probably it is because I got to using it, but you will come across more people like me who is familiar with this software rather than stuff like R.

  ### 9. The standard in social statistics

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Non-Profit Organization Management | Mid-Market (51-1000 emp.)

**Reviewed Date:** March 13, 2019

**What do you like best about IBM SPSS Statistics?**

To quote Marshawn Lynch holding a soda gun at Appleby's- "So much power".  SPSS has become the gold standard for managing statistical analysis.  Can manage huge data sets with ease.

**What do you dislike about IBM SPSS Statistics?**

After being acquired by IBM, help/support services have really gone down and are disappointing. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Manage analysis, tables, visualizations all in one place. 

  ### 10. Solid integrated tools

**Rating:** 3.5/5.0 stars

**Reviewed by:** Daniel B. | Data Scientist, Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

**What do you like best about IBM SPSS Statistics?**

Useful user interface for those who do not code.

**What do you dislike about IBM SPSS Statistics?**

I prefer to code instead of poin-n-click tools.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

I used it in an educational setting to constuct regression models

  ### 11. Easier to use online

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.)

**Reviewed Date:** June 06, 2018

**What do you like best about IBM SPSS Statistics?**

It is easy to access to my data and projects anywhere since my university provides free access to me. I do like it better than my older version app for SPSS. I think it makes sense to use the online one if you have both a desktop and a laptop.

**What do you dislike about IBM SPSS Statistics?**

If you want to upload a file, it is harder to do it and sometimes using a cvc type file can create problems in the online SPSS (provided by my university). I guess it is nothing about the version of SPSS which is 23.0 but the connection or just the online environment.

**Recommendations to others considering IBM SPSS Statistics:**

Make sure that you use the online version if you travel a lot.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

It works perfectly for me. It is handy, easy to access and practical when I need my data. I can just connect, stop working on a project and after break or going to somewhere else physically take it from there.

  ### 12. SPSS vs SAS

**Rating:** 4.0/5.0 stars

**Reviewed by:** Leamon H. | Client Account Director, Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

**What do you like best about IBM SPSS Statistics?**

SPSS is less expensive and has similar functionality

**What do you dislike about IBM SPSS Statistics?**

The universe of SPSS SMEs is not as large.  Need better community forums.

**Recommendations to others considering IBM SPSS Statistics:**

N/A

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Predictive HR recruiting

  ### 13. Learning basic statistical analytical techniques for studying college campus patterns 

**Rating:** 3.5/5.0 stars

**Reviewed by:** Peter K. | Student worker , Small-Business (50 or fewer emp.)

**Reviewed Date:** January 29, 2019

**What do you like best about IBM SPSS Statistics?**

The functions of this program, I find, tend to be very user friendly. 

**What do you dislike about IBM SPSS Statistics?**

It’s compatablitly with other programs can lead to issues at times. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Student retention for higher education 

  ### 14. Great for analyses in social sciences 

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Enterprise (> 1000 emp.)

**Reviewed Date:** November 20, 2018

**What do you like best about IBM SPSS Statistics?**

Point and click user interface, ability to also use syntax, breadth of analysis and data organization options, ubiquity among other researchers in my field. This is the first statistical software I was trained on, so it comes a lot easier to me.

**What do you dislike about IBM SPSS Statistics?**

Cannot perform certain complex analyses, a bit of a learning curve compared to other programs. Due to the pricing, it may not be as accessible to certain users or students. Many programs are considering using software like R that is free and can do just as much if not more than SPSS can do. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Statistical analysis of survey data 

  ### 15. Works well in our Education Labs

**Rating:** 3.5/5.0 stars

**Reviewed by:** Dave M. | Manager, IT Client Services, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 11, 2019

**What do you like best about IBM SPSS Statistics?**

Straight forward licensing and configuration

**What do you dislike about IBM SPSS Statistics?**

Needs better configuration around remote and virtual licensing 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Higher Ed use in classrooms, labs and research

  ### 16. SPSS Stats

**Rating:** 5.0/5.0 stars

**Reviewed by:** Joseph S. | Sales Engineer, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

**What do you like best about IBM SPSS Statistics?**

The text mining capabilities and the data scientist view

**What do you dislike about IBM SPSS Statistics?**

The solution seems outdated and needs a facelisft

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Survey results

  ### 17. Wonderful statistics program 

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Small-Business (50 or fewer emp.)

**Reviewed Date:** February 12, 2019

**What do you like best about IBM SPSS Statistics?**

I love how user friendly this program is. You can get what you need done and know that SPSS is a reputable program. Great for multiple areas and business needs.

**What do you dislike about IBM SPSS Statistics?**

There isn't anything that comes to mind. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Getting valid and reliable data breakdowns and being able to provide our customers with the most productive and honest information.

  ### 18. SPSS - statistics in a simplified way

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Financial Services | Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

**What do you like best about IBM SPSS Statistics?**

I have good experiences using SPSS for advanced analysis. The tool simplifies several statistical concepts that are difficult to apply without specific software.
I recommend!

**What do you dislike about IBM SPSS Statistics?**

I find the licensing model limiting. If it were by acquisition the company could better dissimulate the use among employees

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

clustering and analysis of similiarity. Very good for easily finding correlations

  ### 19. Ease of Use & Analysis

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2019

**What do you like best about IBM SPSS Statistics?**

The IBM SPSS Stats product delivers the capabilities required for macro/micro analysis of large samples and data sets. The variety of analysis capabilities allows me to easily digest and analyze this data to later visualize in a comprehensive way. 

**What do you dislike about IBM SPSS Statistics?**

The UI could use some work.along with its integration to visualization tools. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Uncovering the consumer/userr profile. 

  ### 20. SPSS, a dinosaur?

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2019

**What do you like best about IBM SPSS Statistics?**

The Programm has a long history, being on the market for a rather longtime by now. But is it old fashioned? No, it is still an interesting choice for all kinds of statistical problems and has steady been develeoped.

**What do you dislike about IBM SPSS Statistics?**

Sometimes the UI is not intuitive and one can realize it has a long history.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

modelling

  ### 21. Ideal for statistical Analysis of long data sheets

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Oil & Energy | Small-Business (50 or fewer emp.)

**Reviewed Date:** January 07, 2019

**What do you like best about IBM SPSS Statistics?**

The ease and the final chart report is very convenient.

**What do you dislike about IBM SPSS Statistics?**

The tutorial and the Blue color interface is a bit dull.

**Recommendations to others considering IBM SPSS Statistics:**

Improve on the computational capability and run time. The User interface is good but front end design can be better. Also. if cloud based system and be implemented for this, that would be great as well.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

I used it for academic purpose in a capstone project. They were very helpful and great.

  ### 22. Very good and easy

**Rating:** 3.5/5.0 stars

**Reviewed by:** Tahir M. | User, Enterprise (> 1000 emp.)

**Reviewed Date:** February 11, 2019

**What do you like best about IBM SPSS Statistics?**

Intuitive design, easy to use. Nice system

**What do you dislike about IBM SPSS Statistics?**

Lil complex, hard to use first time too diff

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Data ana

  ### 23. Gets the job done

**Rating:** 4.0/5.0 stars

**Reviewed by:** Asma K. | Data Quality Representative, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 11, 2019

**What do you like best about IBM SPSS Statistics?**

I like the visuals and how easy it is to use in comparison to some other statistics programs.

**What do you dislike about IBM SPSS Statistics?**

It doesn't have as much capability as other statistical programs.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Performing analyses for research studies

  ### 24. Best in market

**Rating:** 4.5/5.0 stars

**Reviewed by:** Hasan K. | IT Director, Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

**What do you like best about IBM SPSS Statistics?**

Product capabilities, performace and support

**What do you dislike about IBM SPSS Statistics?**

nothing to say about this topic ........

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Optiomization for business processes

  ### 25. Friendly-user interface for basic statistics

**Rating:** 3.5/5.0 stars

**Reviewed by:** Alberto S. | Mid-Market (51-1000 emp.)

**Reviewed Date:** July 17, 2018

**What do you like best about IBM SPSS Statistics?**

It is a great software for statistics if you want to perform some basic analysis. The interface is thought to amateur or proffesionals who do not have a strong theorical background in statistics.

**What do you dislike about IBM SPSS Statistics?**

When you want to perform some more advance analysis, it is limited, and it is difficult to obtain help or guidance when you want to add some lines to customize the scripts.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

For almost every statistical analysis in a very large range of fields, from business to investigation.

  ### 26. Okay for modeling statistical data 

**Rating:** 2.5/5.0 stars

**Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.)

**Reviewed Date:** April 10, 2019

**What do you like best about IBM SPSS Statistics?**

Good for modeling regression analysis. Not much other experience with the software 

**What do you dislike about IBM SPSS Statistics?**

Kind of outdated looking and not super user friendly 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Regression analysis 

  ### 27. Useful tool for extracting business intelligence insight

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

**What do you like best about IBM SPSS Statistics?**

Ease of use, different type of analysis, and export function

**What do you dislike about IBM SPSS Statistics?**

User interface, required learning on how to use the application

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

We were trying to find an insight on where to place the sales team and we were able to come up with the insight on how to place our sales. 

  ### 28. Good for understanding the market data analysis with visualization and reports

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Education Management | Small-Business (50 or fewer emp.)

**Reviewed Date:** January 16, 2019

**What do you like best about IBM SPSS Statistics?**

Good for to understand and analysis the marketing data through statistical function and get to visualization and report. 

**What do you dislike about IBM SPSS Statistics?**

R Studio is best for Statistical point of view software because it has better visualization and it is open source

**Recommendations to others considering IBM SPSS Statistics:**

Good for understanding the market data analysis with visualization and reports

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

For Analyzing and Generating report of Health Care Data for our Client Health Spring 

  ### 29. SPSS is a user-friendly data analytics software

**Rating:** 4.0/5.0 stars

**Reviewed by:** Rochelle F. | Senior Program Manager, Enterprise (> 1000 emp.)

**Reviewed Date:** February 20, 2018

**What do you like best about IBM SPSS Statistics?**

I like that SPSS is user-friendly, you can show other users how to do basic data management and analysis using the dropdowns or with code. I find that users more easily understand SPSS than SAS at first. 

**What do you dislike about IBM SPSS Statistics?**

SPSS isn't as powerful as SAS for data management from my experience. 

**Recommendations to others considering IBM SPSS Statistics:**

If you are looking for a user-friendly data management and analyses tool, SPSS is one to consider. It allows users to utilize drop-down menus and produce reports/graphics with their data. SPSS allows the user to see their data and make corrections to it within the software. It is more user-friendly, but less powerful than SAS. If your employees are looking for something they can begin using right away without a significant amount of training, this is a great tool. The reports it produces are also more appealing than other data software currently available. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

IBM SPSS Statistics is a great tool for users to be able to conduct basic statistical analyses without knowing significant amounts of programming/coding language like SAS. I find it aligns more with SAS enterprise guide because users can 'point-and-click' to conduct different tasks. 

  ### 30. Easy to use

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Retail | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 14, 2019

**What do you like best about IBM SPSS Statistics?**

The interface makes it easier to use than excel, and with much better graphics.


**What do you dislike about IBM SPSS Statistics?**

Learning to model can take some time but when you have it its easy.


**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Supply chain,color selection and other pipeline issues.  We have had a huge ROI on its iimplementation, almost right away,

  ### 31. IBM SPSS

**Rating:** 3.5/5.0 stars

**Reviewed by:** Jamie F. | Reading Interventionist  , Primary/Secondary Education, Mid-Market (51-1000 emp.)

**Reviewed Date:** October 19, 2018

**What do you like best about IBM SPSS Statistics?**

The platform is user friendly, even for someone who is not a statistician. I am able to compare variables, make graphs and charts and analyze data in a very clear platform.

**What do you dislike about IBM SPSS Statistics?**

The platform runs slowly, even on my new computer. Downloading data sets often makes my computer crash. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

I am able to quickly analyze data and compare variables in order to get a clear picture of distribution. 

  ### 32. SPSS Review- Great for beginngers

**Rating:** 4.5/5.0 stars

**Reviewed by:** Reagan M. | PHD Student, Higher Education, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 09, 2018

**What do you like best about IBM SPSS Statistics?**

Easy to use for beginners and it quickly provides nice looking data

**What do you dislike about IBM SPSS Statistics?**

difficult to do advanced levels of modeling

**Recommendations to others considering IBM SPSS Statistics:**

Make it more available to students. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

research-based problem-solving. helps to quickly analyze data 

  ### 33. Ease of Use

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.)

**Reviewed Date:** November 12, 2018

**What do you like best about IBM SPSS Statistics?**

This software is definitely my favorite. It's ease of use makes work life so much easier. Not to mention, the output can be edited without starting over.

**What do you dislike about IBM SPSS Statistics?**

I wish the order of the output could be changed, if a step is overlooked. Meaning, steps can be deleted, but the order remains the same that it was processed in.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Independent-samples t-tests, ANOVAS, paired samples tests, etc. 

The compare means section is so detailed that the information is just logged in and analyzed without much thought having to go into it.

  ### 34. Effective software when you know what you're doing

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Education Management | Enterprise (> 1000 emp.)

**Reviewed Date:** December 18, 2018

**What do you like best about IBM SPSS Statistics?**

Most menu tasks are intuitive and the results are always quick. The capabilities are endless and data input is simple to complete. 

**What do you dislike about IBM SPSS Statistics?**

The only downside to SPSS is that it will spit out results even if you input the data incorrectly. Yes, there are many tutorials online, but if SPSS had built in advice along the way, it'd be extremely helpful. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Ability to save syntax and output to share with others. 

  ### 35. Overall a really solid statistics package

**Rating:** 4.0/5.0 stars

**Reviewed by:** Michelle D. | Institutional Research Analyst, Education Management, Mid-Market (51-1000 emp.)

**Reviewed Date:** February 05, 2018

**What do you like best about IBM SPSS Statistics?**

SPSS has an easy point-and-click interface, making data analysis relatively straightforward. Another benefit is the huge community. If you ever have a problem, there are tons of resources available. SPSS doesn't require a ton of coding experience, like some other options such as R. 

**What do you dislike about IBM SPSS Statistics?**

SPSS doesn't have a ton of detailed description for all of the functions it offers. It can be easy to run a test that isn't the best option for your data source. There are, however, vast outside sources online that can be a huge help. Also, SPSS isn't quite as versatile as an open-source option like R. 

**Recommendations to others considering IBM SPSS Statistics:**

Take the time to do solid up-front training. It will be much easier than trying to go back and retroactively learn as you go. Also, as with any statistical software, a mathematical understanding of statistics is key to really making the best of the product. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

I work in a research-related field and we use SPSS to ensure that we are only reporting statistically significant figures. 

  ### 36. Excellent statistics software

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Biotechnology | Mid-Market (51-1000 emp.)

**Reviewed Date:** January 04, 2019

**What do you like best about IBM SPSS Statistics?**

The easy of use especially for the cluster analysis things are pretty straightforward and the results are easy to interpret



**What do you dislike about IBM SPSS Statistics?**

Some of the functions are hard to find and the databases are not always compatible with other software we use

**Recommendations to others considering IBM SPSS Statistics:**

Easy to use, very powerful

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Mainly data analysis: solved multiple parameyer data issues with the built in 2 step cluster analysis

  ### 37. SPSS for Student Psychology Research

**Rating:** 1.5/5.0 stars

**Reviewed by:** Anna M. | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 15, 2018

**What do you like best about IBM SPSS Statistics?**

Once you get familiar with the ins and outs of the software, it provides you with a great amount of information. If you are a student, the software will likely be free. 

**What do you dislike about IBM SPSS Statistics?**

It took me two years of googling and youtubing and paying for a third party instruction manual even after my stats class to understand the majority of how the program works yet much still remains a mystery. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

I specifically mostly did research concerning high school curriculums

  ### 38. SPSS is essential for complex data analysis

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Higher Education | Mid-Market (51-1000 emp.)

**Reviewed Date:** August 01, 2018

**What do you like best about IBM SPSS Statistics?**

SPSS provides a well-rounded package of different statistical analyses within an easy to use interface.

**What do you dislike about IBM SPSS Statistics?**

Some analyses require purchases add-ons to use.

**Recommendations to others considering IBM SPSS Statistics:**

If you're looking for an analysis package that will calculate basic statistics, SPSS is for you. It has an easy to use interface for new users as well as syntax programming for more experienced users. It falls short of providing all one might need in terms on complicated statistical analyses, like structured equation modeling, but is a solid basic program to meet most needs.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

SPSS helps analyze survey data on individuals' attitudes and opinions for psychological research.

  ### 39. The statistical evidence in a rapid processing

**Rating:** 5.0/5.0 stars

**Reviewed by:** Isabel H. | Planificador Territorial, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 30, 2018

**What do you like best about IBM SPSS Statistics?**

What I like most about the program is that it allows you to work on the linear regression models in a pleasant and very simple way, enabling you to build it using its statistical correlation functions beforehand. Once the model is obtained, it allows you to see the goodness of fit through tests like the adjusted R-squared and how well the model fits the represented phenomenon.

**What do you dislike about IBM SPSS Statistics?**

Despite the power of the program, the tables for non-parametric statistical tests to analyze qualitative data are extremely tedious.

**Recommendations to others considering IBM SPSS Statistics:**

If what you want is to represent phenomena through mathematical modeling, loading the data file is very simple, and you can create different models and see which one best fits your description.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

It allows us to predict values and infer about studied phenomena in the short and medium term, which cannot be obtained due to time and cost reasons, increasing our accuracy.

  ### 40. SPSS review

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Education Management | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 15, 2018

**What do you like best about IBM SPSS Statistics?**

Ease of analytic graphic generation. Use of statistical analysis and breakdown is very controlled and allows for high level of reliability. 

**What do you dislike about IBM SPSS Statistics?**

Difficult to learn at first. Can be confusing to navigate due to so many features. 

**Recommendations to others considering IBM SPSS Statistics:**

It is a perfect solution to all of your data mining and suggestive analytic needs. Using multiple levels and options for statistical analysis allows you to run just about any test. Helps to organize online poll responses etc.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Identifying statistical significance for user reported data online. 

  ### 41. SPSS is awesome!

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 13, 2019

**What do you like best about IBM SPSS Statistics?**

to be honest i started my journey with SAS but it got so cumbersome very quickly. SPSS is a bresth of fresh air in terms of use.

**What do you dislike about IBM SPSS Statistics?**

some of the ANOVA functions are not intutive

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

satilite monitoring

  ### 42. The control of statistical science for the study of social phenomena

**Rating:** 4.5/5.0 stars

**Reviewed by:** Jhon  B. | Apoyo Profesional, Higher Education, Small-Business (50 or fewer emp.)

**Reviewed Date:** January 27, 2018

**What do you like best about IBM SPSS Statistics?**

The software allows total control of the organization for the different phases for the different types of statistical studies, both exhaustive (censuses) and sampling investigations. Adding value to the research by being able to create different types of predictive models, from linear regression to creating representative samples according to the characteristics of the study population. Its power, simplicity, and speed for descriptive statistics surpass any other tool for statistical analysis.

**What do you dislike about IBM SPSS Statistics?**

the analysis section / neural networks is not very user-friendly. It becomes tedious every time the variables to be recoded need to be modified.

**Recommendations to others considering IBM SPSS Statistics:**

If you work with descriptive statistics, samples, statistical quality control, and even venture into the world of artificial intelligence (neural network model), it is the right application to add value and scientific support to the quality of your work and research.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Processing large amounts of data quickly, merging statistical series from different organizations, achieving added value by reconstructing historical statistical series, allowing for modeling, predictions, and simulations for future behaviors of these phenomena.

  ### 43. Ok but not perfect

**Rating:** 3.0/5.0 stars

**Reviewed by:** Verified User in Design | Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

**What do you like best about IBM SPSS Statistics?**

the flochart like workflow that makes it really intuitive and understandable

**What do you dislike about IBM SPSS Statistics?**

not being an open source software and being able to update it with latest technology packages like python open sources does

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

time series forcasting in finance

  ### 44. Great product for intro to advanced statistics

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.)

**Reviewed Date:** February 12, 2019

**What do you like best about IBM SPSS Statistics?**

The ability to quickly import a data set, ablity to run some quick statistics, as well as incorporating more advanced modeling such as logistic regression

**What do you dislike about IBM SPSS Statistics?**

I wish there was more integration with open source languages

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

advanced modeling

  ### 45. Best!

**Rating:** 4.5/5.0 stars

**Reviewed by:** Mugdha  J. | Student, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 22, 2018

**What do you like best about IBM SPSS Statistics?**

It is easy to learn, use and teach. It helps maintaining a very descriptive dataset of all the variables.

**What do you dislike about IBM SPSS Statistics?**

It is payable to install in all the computers. As a student, sometimes it becomes tough to access SPSS as it is not even available in the trial version.

**Recommendations to others considering IBM SPSS Statistics:**

Decrease cost

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Used it for research data collection purposes! It worked great and all the data was sorted very well.

  ### 46. Wonderful software for research excellence 

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 16, 2019

**What do you like best about IBM SPSS Statistics?**

Ease of syntax usability and interface. 

**What do you dislike about IBM SPSS Statistics?**

No ability to view the field of interest in data view at top of table. 

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Quantitative analysis of substance use and hiv-related medical and behavioral health conditions. 

  ### 47. Great Product

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Banking | Enterprise (> 1000 emp.)

**Reviewed Date:** February 13, 2019

**What do you like best about IBM SPSS Statistics?**

Ease of use and visualization... much better than competing products

**What do you dislike about IBM SPSS Statistics?**

I dislike some of the lack of flexibility when compared to other tools like SAS or R.

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Mainly basic stats/univariate analysis or challenger models

  ### 48. A must have for stats

**Rating:** 4.5/5.0 stars

**Reviewed by:** Laura P. | Master Student, Small-Business (50 or fewer emp.)

**Reviewed Date:** December 13, 2018

**What do you like best about IBM SPSS Statistics?**

The ease of use and the processing speed

**What do you dislike about IBM SPSS Statistics?**

Can be slow to start on average and old computers

**Recommendations to others considering IBM SPSS Statistics:**

Worth the price!

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Classic statistical testing and prediction analyses. 

  ### 49. Best for quant psych research

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Research | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 11, 2018

**What do you like best about IBM SPSS Statistics?**

User friendly experience, easy to learn. Visual

**What do you dislike about IBM SPSS Statistics?**

A lot of stuff in the top tabs you never really use. Could be cleaner

**Recommendations to others considering IBM SPSS Statistics:**

I think depending on your field people are going more toward SAS but for psychology is still good to know SPSS

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

It fosters collaboration. Even the psych students are really advanced at SPSS from their classes. Researchers use it and the younger workers help refresh the memory of those who have been taking a break from data analysis

  ### 50. Robust Statiscal Tool

**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?**

Range of functionality to address classical and modern statistical and machine learning techniques

**What do you dislike about IBM SPSS Statistics?**

THE GUI needs to incorporate additional vizualization and functionality, 

**Recommendations to others considering IBM SPSS Statistics:**

Try using a variety of examples

**What problems is IBM SPSS Statistics solving and how is that benefiting you?**

Revenue and risk problems and segmentation


## 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=9&section=pricing&secure%5Bexpires_at%5D=2026-05-31+17%3A43%3A07+-0500&secure%5Bsession_id%5D=6c70c3c2-cbf3-4e01-9aab-6a2e71746b06&secure%5Btoken%5D=9fcba97f2a40ab1ef5756d82a7ee0a650d0fbb1514ce8337e9b26a6efe4e1a39&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)

