This page lists primarily statistical software, along with mapping, spreadsheets, database, stuff to do data analysis or management.  All of the packages are free to use, that is: there is no charge for individuals to use them. Many of the websites say that individuals are free to download and use the packages. In some cases, there may be charges to institutions. Some of the packages are also open, that is, they are free to use and the source code is freely available so anyone can make modifications to the programs if they wish to.  At the bottom of this page, I list a few sites that have information about what "free" means.

Please note: I've only used a few of these software programs a little bit, so I can't say much about how good they are, whether they crash, have viruses, or much else about them.  If you use them, please let me know how well they work.  If there are any major problems, I'll take them off this list.  I'm sorry to add the usual disclaimer that, while I don't expect any problems with them, if you use any of these, I can't be responsible for any problems that may occur. Also, I'm not necessarily recommending any, just providing info and links.


There are many free statistical programs. See this article  at Citizendium about free statistical software.

Several of these stat programs were reviewed in an article in Opus 12, a journal covering Opus 12 Foundation research. Stawicki SPA. Guide to free statistical software: General applications. OPUS 12 Scientist 2010;4(1):12-13.    Reviewed OpenStat, Sofa, PSPP, MicrOsiris and a few others. Just describes the programs.
  Ratings of free statistical software  
Top rated are SAS, PSPP, Develve, and a couple of others that aren't really general statistical software. There isn't a date for this review.               
  This isn't a review of the packages, but a look at which ones are popular, not limited to free ones   The Popularity of Data Analysis Software, by Robert A. Muenchen
  Also look at this, the most popular response,   by Robert Thomas Brennan · Harvard University, explaining some of the difficulties in answering which is the most popular. For example, excel has a lot of statistical functions, but isn't thought of as statistical software so may not be counted

Other lists of free stat software

Free statistical software  The First and MAIN list of software.  I got links to several of the stat packages listed here from this site, which lists more info about each package. This statpages site was started and maintained for many years by John Pezzullo. Sadly, Mr. Pezzullo passed away in June 2016. I believe the site is now maintained by a couple of people, including Søren Merser. Statpages is a great site to bookmark.
StatSci list of free software   also lists some of the above.

Evaluation Portal   lists software and features of them.

Betty Jung's page  

Predictive Analytics, top 50 free stat software   only some of them are statistical software. Include pspp, sas university edition, R, a few others.

Free Statistical Software

Epi Info

Epi Info  is available from     
It is very large in size and will take considerable time to download.  This is a program for entering and analyzing data, developed for epidemiologists, but can be used for basic statistical analysis by anyone. 

CDC's youtube channel 

WHO has this training 

CDC tutorials    

CDC/Census Bureau software

CSPro (Census and Survey Processing System)  a public-domain software package for entering, tabulating and mapping census and survey data. Last updated 2018.


R is a very widely used program, with tons of documentation
R: The Comprehensive R Archive Network   "R, also known as "GNU S", is a language and environment for statistical computing and graphics."  It is, I understand, like S+, a statistical language.  R is better for graphics than SAS.  However, R is complex, and takes a lot of study, so only use this if you have complex statistical or graphical needs.  If this site doesn't work, try   in the US.

There are many graphical interfaces.  Several are reviewed here   
Picking a gui interface for R. February 3, 2014.  
this June 2012 issue of Journal of Statistical Software also reviews several of the GUIs     
Here is a poll on which GUIs are most used   (R Studio was the top, out of  562 votes). 
Here is a 2015 list of the "Best free GUIs for R"  Just a few words about each one.
Are there reliable standard GUI distribution(s) for R statistical software?   no date, just "two years ago", as 5/14/2018

R Commander is described here   and available here   This covers some basic stats.

Another interface is    From the website "RKWard is meant to become an easy to use, transparent front end to the R-language, a very powerful, yet hard-to-get-into scripting-language with a strong focus on statistic functions. "

Deducer   have to click on the manual or download. Deducer is reviewed here   Ian Fellows, Journal of Statistical Software, Vol. 49, Issue 8, Jun 2012.

R studio   another interface.

R software packages
Zelig   "Zelig is a single, easy-to-use program that can estimate, help interpret, and present the results of a large range of statistical methods." You have to install it through R, and use it in R.

R-Instat   "R-Instat provides a front-end to R, designed to broaden the users of the software, particularly in Africa." 

ADE-4    ADE-4 is a multivariate analysis and graphical display software package. 
    I sometimes have difficulty with this link.  

R help mailing list   announcements, questions and answers, etc.

Tutorials, faqs, guides..... Many of these were posted on the American Evaluation Association email list.
R Introduction and other manuals   At the R home page, click on Manuals.   

The R site lists other guides   including Simple R, and many others.

UCLA Academic Technology page for R                has tutorials, links

Using R for psychological research

David Keyes has one getting started class for free   but you have to create an account, with your name, snail mail and email address, and phone number.

Paul Murrell's page   has slides and some instructions for R.

Rtips   various tips.

Notes on the use of R for psychology experiments and questionnaires   J Baron and Y Li, 2011.

Quick R   shows code for how to do lots of things, from basic data entry to statistics.

Swirl   "learn R in R"  

Douglas Wiig has some tutorials on R and some GUIs for R;

Journal about R   

R is also used for data mining  is a comprehensive data mining package for R
        Explained a little here     Rattle: A Data Mining GUI for R, by Graham Williams.
        The R site for Rattle is here     R and Data Mining: Examples and Case Studies” by Yanchang Zhao

Other - General statistical packages

Develve   from Frank Pauw.  Develve has a free version for non commercial use. "Statistical package for fast and easy interpretation of experimental data in science and R&D in a technical environment."  As of May 2018, last updated 2017

Easyreg   from Herman J. Bierens. This is actually an econometrics program, but it apparently does basic statistics as well, and some very advanced statistics related to econometrics, including time series analysis. As of May 2018, last updated 2015

Emacs Speaks Statistics (ESS)    "is an add-on package for emacs text editors such as GNU Emacs and XEmacs. It is designed to support editing of scripts and interaction with various statistical analysis programs such as R, S-Plus, SAS, Stata and JAGS". As of May 2018, last updated 2017
Epidata    "a data-entry and data-checking program for Microsoft Windows."  Epidata is data entry and data checking. According to the website, "EpiData Analysis performs basic statistical analysis, graphs, and comprehensive data management. E.g. descriptive statistics, SPC Charts, Recoding data, label values and variables. Defining missing values."  As of May 2018, last updated 2018

jamovi   "a free and open statistical platform which is intuitive to use, and can provide the latest developments in statistical methodology." As of May 2018, last updated 2018

JASP   An alternative to SPSS and R. A fairly new package so still being developed.  A lot of it seems Bayesian, but also the usual statistical tests. As of May 2018, last updated 2018
    Mentioned here:  What Are the Odds? A Practical Guide to Computing and Reporting Bayes Factors   
    The JASP team wrote about it here  
    Also reviewed here   

MicrOsiris     from Neal and Susan Van Eck. This program "is derived from OSIRIS IV, a statistical and data management package developed and used at the University of Michigan and includes special techniques for data mining and analysis of nominal- and ordinal-scaled data.  Its free but can contribute $25 to get rid of start up reminder screen. As of May 2018, last updated 2015

OpenStat and LazStat   by Bill Miller. Both programs are similar. Mr. Miller writes "Many of the features of LazStats are shared with the OpenStat package. The advantage of LazStats is that it is available not only for the Windows operating systems but is available for the Linux systems and Mac OSX system." As of May 2018, last updated 2013/2014

Pepi for windows at    - some statistical tests and descriptives.  This site also includes a few other programs such as EpiGram, simple diagramming software, and SampleXS, which is a sample size calculator, which allows for design effects.  The help box has very good documentation about sampling and what the program does.  For social surveyors, you need to change the confidence interval to 5 rather than .5.  As of May 2018, last updated 2016

PSPP   "is a program for statistical analysis of sampled data. It is a Free replacement for the proprietary program SPSS, and appears very similar to it with a few exceptions."  
  This page   lists where you can get it, in all the different versions (windows, unix, mac, etc)
      For the windows version, get it here   
        and then I think you just click on the download box.
  A discussion list is here   
  A list of bugs is here    
  A video on PSPP   by a student. 5 minutes, an overview of a few things.

SalStat   general stat program, but you need to install python first. From Alan James Salmoni

SAS university edition   free to use. The few times I've used it, seems like the regular edition, although somewhat complex to set up.

SOFA - Statistics Open For All   Just updated 19 May 2019. From Dr Grant Paton-Simpson.  Has some basic procedures, mean, median, sd, independent and paired t-tests, Mann-Whitney U, Wilcoxon Signed Ranks, Pearson's Chi Square, one-way ANOVAs, Kruskal Wallis H, and Spearman's and Pearson's correlations. At present, does not have regression. Can link directly to data from MySQL, SQLite, MS Access, and MS SQL Server, and can import data in csv, ODS, or Excel format. Provides a range of charting and tabular output options including simple bar charts (freq or means), clustered bar charts (freq or means), pie charts, single and multiple line charts (freq or means), area charts (freq or means), histograms, scatterplots, and box and whisker plots. Further information is here   

This is not specifically analysis, but managing and cleaning.
OpenRefine is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data.

On line statistical analysis

Statistics Online Computational Resource    "The goals of the Statistics Online Computational Resource (SOCR) are to design, validate and freely disseminate knowledge."

Classification and data mining

Guide   Classification and regression tree software. From Wei-Yin Loh. I think last updated in 2016

Weka   machine language used for data mining.  Last updated in 2016
   Here are some tutorials  

Qualitative data analysis (qda)

What is qda, how to do it, what software... look at these pages.

On line qda   some how to, links to software, reviews of software
Qual page    lists some software, some links to sites about qual research methods.

TextStat    free simple text analysis software.  Word counts, and also shows where the words appear. Last updated in 2015

Saturate   The website says "Simple collaborative qualitative analysis. Saturate is the easiest way for teams to code and memo their data". Last updated in 2013, but have to sign in with twitter.

RQDA   "RDQA is a R package for Qualitative Data Analysis, a free (free as freedom) qualitative analysis software application". Last updated in 2016

QDA Miner Lite   "It can be used for the analysis of textual data such as interview and news transcripts, open-ended responses, etc. as well as for the analysis of still images."   It's missing a lot of the features of the full version, but I haven't used either so I don't know how significant the differences are. Can't tell the last update date.

Aquad   AQUAD 7 is open-source freeware (according to the conditions of GNU GPL v.3).  The recent version 7.3 allows to analyze all kinds of qualitative data. Can't tell the last update date.

Data visualization

Mondrian   "General purpose statistical visualization system."  As of May 2018, last updated 2013

Gephi     "Interactive visualization and exploration platform for all kinds of networks and complex systems, dynamic and hierarchical graphs.". Last updated 2017

Wordle   is a tool for generating “word clouds” from text that you provide.  Not exactly analysis, but looks kind of interesting.

Tableau   I think this is free data visualization software. May be used for mapping too.

google fusion tables  vizualize data
But NOTE: The website says fusion tables will stop working mid to late 2019. Instead the learn more page says to start using these instead:
    Google Sheets   
    Google data studio   
    And another mapping application, to be developed.

Stat with excel

Use the Analysis ToolPak to perform complex data analysis  
Applies To: Excel 2019, 2016, other versions.

Excel For Statistical Data Analysis   general tutorial, from Professor Hossein Arsham.

tutorial from   from Alan Swank at Spring Arbor University. 2007


Excel add ons

Check which version of excel the add on works with.

Statpages   lists a bunch of excel add ons for statistics

Robert Nau and John Butler have this page for excel add ons for regression and multivariate data analysis   Last updated 2019

ez analyze   "adding "point and click" functionality for analyzing data, creating graphs, and creating new variables". As of May 2018, last updated 2010.

Daniel's XL toolbox   for analyzing and presenting data

Statistical software email lists    

Mapping/GIS packages available as free software 

lists of software

The Open Source Geospatial Foundation   "OSGeo was created to support the collaborative development of open source geospatial software, and promote its widespread use"  They have a section with desktop applications, which point to Grass, Marble and QGIS.

GIS Lounge   lists freeware and open source gis programs. Last updated March 2017.

13 Free GIS Software Options: Map the World in Open Source   Last updated March2018. Lists several of the programs below.


Christine gis system   The web site says "Christine is a useful, easy-to-use tool that brings geographic information to your deskop." I don't know anything about it. The VIEWER is free but the full program is shareware. The program is listed in the Gislounge and other places:

          viewer listed here  

Diva-Gis   a mapping program. The web site says this "is a free mapping program, sometimes called geographic information system (GIS), that can be used for many different purposes."
  Listed here  

epi info also can do maps.

GRASS GIS (Geographic Resources Analysis Support System)  "is a free and open source Geographic Information System (GIS) software suite used for geospatial data management and analysis, image processing, graphics and maps production, spatial modeling, and visualization." 
Grass is listed here
    here  which says that GRASS was originally 
        developed by the US Army Corps of Engineers.

gvSIG   "is a tool oriented to manage geographic information."  (May take a long time to load)
    Listed as #2 on the 13 Free GIS Software Options site above.
        GVSig is listed here     

MapWindows   has a GIS program along with a lot of other stuff. "The MapWindow Interface is simple and easy to use as demostrated in this Picture!  The MapWindow application is a free, extensible, geographic information system (GIS) that can be used: As an alternative desktop GIS, To distribute data to others, To develop and distribute custom spatial data analyses"

Map Maker Gratis is free    The full professional version is available for free to not-for-profit organizations, educational establishments, and students in Africa.

OpenJump   The current version can read and write shapefiles simple GML files as well as several other vector formats via plugins. ... its particular strength is the editing of geometry and attribute data.

QGIS    "is a user friendly Open Source Geographic Information System (GIS) that runs on Linux, Unix, Mac OSX, and Windows. QGIS supports vector, raster, and database formats."
   Qgis is listed here      

Other software, speadsheets, databases, graphics,    


Some office suites have spreadsheets

Open Office   

Calligra   reviewed here  (January 2018)                 

SSuite     reviewed (but not very highly) here

Softmaker Free Office    softmaker rated top choice in this 2018 review  

WPS office   (had been Kingsoft Office).
        rated highly here  
        but not highly here  

Google Docs, I think has a spreadsheet   

MS Office Online    

PC World reviews best Microsoft Office alternatives   
LibreOffice gets 4/5 stars.  WPS gets 4 and 1/2, but the free version has ads.

Another review of MS Office alternatives is here, also lists LibreOffice as just about the best   


PostgreSQL   highly-scalable, SQL compliant, open source object-relational database management system. 

Firebird    Another relational database.

SQLLite  public domain sql engine  

MariaDB  open source database server


Gnuplot   Need programming ability to use this but supposed to produce professional quality graphs. Still under development, see here  Recent version released January 2018.  

Other stuff, doing surveys on the web, misc,    

Doing Surveys

Questionnaire Programming Language   "QPL is a complete web questionnaire development and content analysis system. Using a simple language to describe your questionnaire, it automatically builds all the files you need to create a dynamic web site."

Collecting and managing data

Redcap   Research Electronic Data Capture. It's a consortium which supports a secure web application (REDCap) designed exclusively to support data capture for research studies.

Project management   last updated 2018

What is free software? Sites that explain what free means and/or lists free software.

GNU   especially see this page  

Open Source Alternative to Commercial software     

International Free and Open Source Software Foundation    actually, I'm not sure what this is, whether it has software or not. But it seems like an interesting organization.

Standard Data Sets

Statistical Reference Datasets    "The purpose of this project is to improve the accuracy of statistical software by providing reference datasets with certified computational results that enable the objective evaluation of statistical software."

Other software that is free to use   lists misc software that is free to use

last updated 3/16/2019
last verified  3/16/2019

Gnumeric   but only for linux, bsd. Not for windows. But on 3/16/19, didn't work.