# IBM SPSS Statistics Alternatives

IBM SPSS Statistics is described as *'The IBM SPSS software platform offers advanced statistical analysis, a vast library of machine-learning algorithms, text analysis, open-source extensibility, integration with big data and seamless deployment into applications'* and is a statistical analyzer in the office & productivity category. There are more than 50 alternatives to IBM SPSS Statistics for a variety of platforms, including Windows, Linux, Mac, Xfce and Self-Hosted solutions. The best alternative is PSPP, which is both free and Open Source. Other great apps like IBM SPSS Statistics are R (programming language), RStudio, Number Analytics and JASP.

PSPP is a free software application for analysis of sampled data. It has a graphical user interface and conventional command line interface. It is written in C, uses GNU Scientific Library for its mathematical routines, and plotutils for generating graphs.

##### PSPP vs IBM SPSS Statistics opinions

it has the same design and function, no need to relearn it again

With similar UI to SPSS, it makes transition easier.

It offers only a fraction of SPSS options

Its free, and lightweight

R is a free software environment for statistical computing and graphics.

##### R (programming language) vs IBM SPSS Statistics opinions

perfect and excellent compared to pspp(linux)

RStudio™ is an integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful coding tools to help you get the most out of R.

##### RStudio vs IBM SPSS Statistics opinions

R is more updated and PSPP is not a functional project any more. JASP is more functional and better alternative than PSPP. but PSPP is one of the best names of all.

- Paid • Proprietary
- Mac
- Windows
- Linux
- Online
- Android
- iPhone
- Android Tablet
- Windows Phone
- iPad

Number Analytics is a web-based statistical software designed for those who are not good at numbers. No coding needed. It automatically applies suitable statistical models and interprets results in plain English with graphs and color-coded tables.

⚫︎ Portable##### Number Analytics vs IBM SPSS Statistics opinions

newyorkerWhenever I had to work with SPSS files, it is not easy because SPSS is not installed in all of my computers. I work at home and office and SPSS works only in campus. Number Analytics is great because it works everywhere.

wjs_greatI tried to use SPSS and Number Analytics. Both are good for professional statisticians. However, if you are new to statistical analysis, I would recommend Number Analytics. It has much less options to choose and simple user interface. Another great thing of Number Analytics is automatic result interpretation. Since I do know know much of statistics, it really helps to understand the statistical results.

tokyoCompared to SPSS, Number Analytics is much simpler and easier to use. It would be great for beginners to learn data analysis. I run ANOVA, test, linear regression analysis and the results were the same as those of SPSS. If you are looking for a SPSS alternative software, Number Analytics would be good for you. However, it does not have advanced statistical analysis and options are limited.

ghraceguarinIt really helps theperson in c,aering data

Number Analytics can import various data files including SPSS data files without conversion. It supports Excel, CSV, STATA, SAS data files. Also the statistical output results are compatible with SPSS outputs. Another great features are that it has color coded result tables and graphs with automatic statistical result interpretation so that you don't need to learn how to interpret statistical results.

I compared the linear regression, t-test, ANOVA tests results in IBM SPSS and Number Analytics. The results were consistent and the user interfaces are similar. So it would be easier for first learner in statistics. However, it currently lacks data manipulation and advanced statistical analysis like structural equations.

The outputs for ANOVA, T-test, Regression are compatible with SPSS. It shows the same tables with graphical visualizations. It also comes with automatic interpretation of statistical results. For novice, it would help to understand the basic of statistics.

- Free • Open Source
- Mac
- Windows
- Linux

JASP is a free and open-source graphical program for statistical analysis supported by the University of Amsterdam. It is designed to be easy to use, and familiar to users of SPSS. It offers standard analysis procedures in both their classical and Bayesian form.

##### JASP vs IBM SPSS Statistics opinions

gillesdutilhJASP has many of the most popular methods in SPSS, but much faster, more intuitive, free, and with their Bayesian implementation included.

mustafagundoduIt is really easy to use compared to SPSS and it promises to be greater than SPSS.

Descriptive, simple, lightweight

jamovi is a new free and open "3rd generation" statistical spreadsheet. Designed from the ground up to be easy to use, jamovi is a compelling alternative to costly statistical products such as SPSS and SAS.

##### jamovi vs IBM SPSS Statistics opinions

popularapkIndeed a replacement, developed by people from JASP! Best thing is, it includes R integration.

Knime is a java open-source, cross-platform application which name means "Konstanz Information Miner". It is actually used extensively for data mining, data analysis and optimization.

Maple is a general-purpose commercial computer algebra system. Users can enter mathematics in traditional mathematical notation. Custom user interfaces can also be created.

RapidMiner makes data science teams more productive through an open source platform for data prep, machine learning, and model deployment.

SymPy is a Python library for symbolic computation. The stated goals of the library are to become a full-featured computer algebra system and to keep a simple code base to promote extensibility and comprehensibility.