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.
  Another review looked at R and mentioned a few others (OpenStat and MicroOsiris). "Free Statistics Software, Yours, Free to keep...."   Felix Grant, Scientific Computing World, Sept/Oct 2004,   
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.


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, or   in the UK.

There are many graphical interfaces.  Several are reviewed here   and 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.

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.

ADE-4    ADE-4 is a multivariate analysis and graphical display software package. 
    I sometimes have difficulty with this link. Also, I don't see any 'about' page, or page saying who developed this. 

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
    Beginner's guide to R  
    Using R for psychological research
    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.
    R videos   from Coursera's class.
    Swirl   "learn R in R"  
    Try R   an on line brief class. Additional info here  
    CodeSchool  has a class on R programming
    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

AM statistical software    AM is a statistical software package for analyzing data from complex samples, especially large-scale assessments. No dates on website so can't tell when this is from.

Arc regression software   From R. Dennis Cook and Sanford Weisberg.  "Arc is a free, unique, menu-driven statistical analysis tool for regression problems." The current version is from 2010.

Develve   from Frank Pauw.  Develve has a free version. "Statistical package for fast and easy interpretation of experimental data in science and R&D in a technical environment."
   Develve was used here
Adam B, Zofia S (2015) Subchronic Effects of Ectoine on Survival, Growth and Physiological Parameters of Daphnia Magna. J Aquac Res Development 6:352.  
Adam Bownik, Zofia Stępniewska. Protective effects of bacterial osmoprotectant ectoine on bovine erythrocytes subjected to staphylococcal alpha-haemolysin. Toxicon. Volume 99, 1 June 2015, Pages 130–135  

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.

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"
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."
 A related site is 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.  However, the site doesn't have any information about the people who developed this.

jamovi   "a free and open statistical platform which is intuitive to use, and can provide the latest developments in statistical methodology."

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.
    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   
    One of the authors also presented the software here  
    Used in this study: Tali Leibovich, Noga Cohen, Avishai Henik. Itsy bitsy spider?: Valence and self-relevance predict size estimation. Biological Psychology.
    Available online 21 January 2016.  

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.

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."

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   Currently being developed. 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. As of 2/26/16, it does NOT have regression. Also, as of 2/26/16, the site talks about being installed on Windows 7, kinda old. No mention of 8 or 10.  Can link directly to data from MySQL, SQLite, MS Access, and MS SQL Server, and can import data in csv or Excel format.  Further information is here

Statistical lab   for teaching stat and for doing some analysis.


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.

Weka   machine language used for data mining. 
   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.

Saturate   The website says "Simple collaborative qualitative analysis. Saturate is the easiest way for teams to code and memo their data"

Weft QDA   Weft QDA is an easy-to-use tool to assist in the analysis of textual data such as interview transcripts, written texts and fieldnotes. Last released in 2006, not being maintained or updated.

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

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.

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:

Data visualization

Mondrian   "General purpose statistical visualization system."

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

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.

Stat with excel

Use the Analysis ToolPak to perform complex data analysis  
Applies To: Excel 2016 Excel 2013 Excel 2010 Excel 2007 Excel 2016 for Mac

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  

ez analyze   "adding "point and click" functionality for analyzing data, creating graphs, and creating new variables"

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.

13 Free GIS Software Options: Map the World in Open Source   from Jul 23, 2017. 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

gvSIG   "is a tool oriented to manage geographic information."  (May take a long time to load)
   This program, well, an earlier version, 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,    


Gnumeric   but only for linux, bsd. Not for windows.

Some office suites also have spreadsheets
Open Office  
        Libre Office reviewed here, from September 2017  
Calligra   which is listed here     
SSuite     listed here    rated highly
Softmaker Free Office    reviewed here   

WPS office   (had been Kingsoft Office).
        rated highly here  
        But just so you know, Kingsoft is a Chinese company  


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

Firebird    Another relational database.

Microsoft has an sql server   SQL Server Express. Also here   


Gnuplot   Need programming ability to use this but supposed to produce professional quality graphs. Still under development, see here  Recent version released January 2015.  

The gnuplot info site links to tutorials.  Another is:

    CTG - Gnuplot Tutorial   brief, one page.

Ploticus   "A free, GPL, non-interactive software package for producing plots, charts, and graphics from data."

EVE Embedded Vector Editor    graphics program.  Recommended by a colleague. I havent' tried it, but supposed to be very powerful and useful.

Dia   "Dia is a GTK+ based diagram creation program for Linux, Unix and Windows ... Dia is roughly inspired by the commercial Windows program 'Visio', though more geared towards informal diagrams for casual use."

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   "Logframer 1.3 is a free project management application for projects based on the logical framework method."

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

Link checked with this firefox extension 

last updated 12/23/2017
last verified  12/23/2017

Instat  was listed here   general statistical package. Does not appear to be available any more.

WinIDAMS  had been here   WinIDAMS is a software package internationally developed by UNESCO for the validation, manipulation and statistical analysis of numerical data of any kind.  
Does not seem available any more.