IBM SPSS Statistics Alternatives for Mac

    There are many alternatives to IBM SPSS Statistics for Mac if you are looking for a replacement. The best Mac alternative is PSPP, which is both free and Open Source. If that doesn't suit you, our users have ranked more than 50 alternatives to IBM SPSS Statistics and many of them are available for Mac so hopefully you can find a suitable replacement. Other interesting Mac alternatives to IBM SPSS Statistics are R (programming language) (Free, Open Source), RStudio (Free, Open Source), Number Analytics (Freemium) and JASP (Free, Open Source).

    This page was last updated Nov 13, 2021

    1. 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
      Most users think PSPP is a great alternative to IBM SPSS Statistics.
      it has the same design and function, no need to relearn it again
      Positive comment over 3 years ago

      With similar UI to SPSS, it makes transition easier.
      Positive comment about 5 years ago

      It offers only a fraction of SPSS options
      Negative comment over 1 year ago

      Its free, and lightweight
      Positive comment almost 5 years ago

    2. R is a free software environment for statistical computing and graphics.
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      R (programming language) vs IBM SPSS Statistics opinions
      Most users think R (programming language) is a great alternative to IBM SPSS Statistics.
      perfect and excellent compared to pspp(linux)
      Positive comment about 2 years ago


    3. 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.
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      RStudio vs IBM SPSS Statistics opinions
      Most users think RStudio is a great alternative to IBM SPSS Statistics.
      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.
      Positive comment over 1 year ago

    4. 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.
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      Number Analytics vs IBM SPSS Statistics opinions
      Most users think Number Analytics is a great alternative to IBM SPSS Statistics.
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      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.
      Top positive comment  12 months ago

      ghraceguarin It really helps theperson in c,aering data
      Top positive comment  8 months ago

      newyorker Whenever 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.
      Positive comment 14 days ago

      wjs_great I 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.
      Positive comment 28 days ago

      tokyo Compared 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.
      Positive comment about 2 months ago

      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.
      Positive comment over 2 years ago

      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.
      Positive comment almost 5 years ago

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      7 of 8 comments
    5. 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.
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      JASP vs IBM SPSS Statistics opinions
      Almost everyone thinks JASP is a great alternative to IBM SPSS Statistics.
      gillesdutilh JASP has many of the most popular methods in SPSS, but much faster, more intuitive, free, and with their Bayesian implementation included.
      Positive comment almost 6 years ago

      mustafagundodu It is really easy to use compared to SPSS and it promises to be greater than SPSS.
      Positive comment over 4 years ago

      Descriptive, simple, lightweight
      Positive comment almost 5 years ago


    6. 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.
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    7. 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.
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    8. RapidMiner (Community edition) is a data mining software. It was formerly known as "YALE". You can use RapidMiner as a stand-alone application for data analysis, or integrate it as a data-mining engine into your own products.
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    9. Maple is a general-purpose commercial computer algebra system. Users can enter mathematics in traditional mathematical notation. Custom user interfaces can also be created.
    10. 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.
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