Data Science Software Reviews
Welcome to r4stats.com. This site's mission is to analyze the world of data science, help people learn to use R and review graphical user interfaces that make R easier to use. R is free, open-source software for data science that is similar to the "big three" commercial packages: SAS, SPSS, and Stat
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- 111 from 25 Apr 2012 to 4 Aug 2026
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2026 1
2025 2
2024 4
2023 3
2022 5
2020 4
2019 11
- SAS Language Clone Now Free for Commercial Use
- A Comparative Review of the R AnalyticFlow GUI for R
- Is Scholarly Use of R Beating SPSS Already?
- New Versions of R GUIs: BlueSky, JASP, jamovi
- Data Science Jobs Report 2019: Python Way Up, Tensorflow Growing Rapidly, R Use Double SAS
- Comparing Point-and-Click Front Ends for R
- A Comparative Review of the JASP Statistical Software
- Data Science Software Used in Journals: Stat Packages Declining (including R), AI/ML Software Growing
- Data Science Software Reviews: Forrester vs. Gartner
- Gartner’s 2019 Take on Data Science Software
- Updated Review: jamovi User Interface to R
2018 11
- BlueSky Statistics 5.40 GUI for R Update
- A Comparative Review of the R Commander GUI for R
- A Comparative Review of the Rattle GUI for R
- A Comparative Review of the BlueSky Statistics GUI for R
- A Comparative Review of the Deducer GUI for R
- The Popularity of Point-and-Click GUIs for R
- A Comparative Review of the RKWard GUI for R
- A Review of Qualtrics, QuestionPro, REDCap, SurveyGizmo, & SurveyMonkey
- Using Excel for Data Entry
- Gartner’s 2018 Take on Data Science Tools
- jamovi for R: Easy but Controversial
2017 11
- Data Science Tool Market Share Leading Indicator: Scholarly Articles
- Dueling Data Science Surveys: KDnuggets & Rexer Go Live
- Group-By Modeling in R Made Easy
- Keeping Up with Your Data Science Options
- Python and R Vie for Top Spot in Kaggle Competitions
- The Tidyverse Curse
- Forrester’s 2017 Take on Tools for Data Science
- Jobs for “Data Science” Up 7-fold, for “Statistician” Down by Half
- Data Science Job Report 2017: R Passes SAS, But Python Leaves Them Both Behind
- Gartner’s 2017 Take on Data Science Software
- Knoxville, TN: R for Text Analysis Workshop
2016 6
2015 14
- Using Discussion Forum Activity to Estimate Analytics Software Market Share
- Rexer Analytics Survey Results
- Goals for the New R Consortium
- Free Webinar: Intro to SparkR
- Estimating Analytics Software Market Share by Counting Books
- R #1 by Wide Margin in Latest KDnuggets Poll
- R Now Contains 150 Times as Many Commands as SAS
- I’ve Been Replaced by an Analytics Robot
- Stata’s Academic Growth Nearly as Fast as R’s
- Fastest Growing Software for Scholarly Analytics: Python, R, KNIME…
- Google Scholar Finds Far More SPSS Articles; Analytics Forecast Updated
- It’s Analytics Survey Time!
- Helping Your Organization Migrate to R
- r4stats.com 2014 in review
2014 17
- SAS is #1…In Plans to Discontinue Use
- Learning R: Live Webinar, Interactive Self-Paced, or Site Visit?
- Updated: Why R is Hard to Learn
- Adding the SPSS MEAN.n Function to R
- R Workshops Updated to Include the Latest Packages
- R Passes SPSS in Scholarly Use, Stata Growing Rapidly
- Knoxville R Users’ Group Meets September 3rd
- jpmml and R (Free Webinar)
- The RSelenium R Package (Free Webinar)
- How Valuable is a #1 Ranking for Analytics Software? Not as Much as You Might Think!
- JMBayes R package (webinar)
- R Continues Its Rapid Growth
- Learn to Manage Data at useR! 2014 or Online April 25
- SAS, SPSS, Stata Users: Learn R from Home April 21
- Analytics Software Popularity Update: Counting Blogs, Simplifying Job Searches
- r4stats.com 2013 in review
- Job Trends in the Analytics Market: New, Improved, now Fortified with C, Java, MATLAB, Python, Julia and Many More!
2013 14
- Learn R and/or Data Management from Home January or April
- Knoxville R User’s Group Meeting November 1
- What R Has Been Missing
- Learn R and/or Data Management from Home October 7-11
- Trends in the Analytics Job Market
- Webinar: Managing Data with R
- SAS Dominates Analytics Job Market; R up 42%
- Forecast Update: Will 2014 be the Beginning of the End for SAS and SPSS?
- SAS, SPSS, Stata Users: Learn R from Home June 17
- Knoxville R Users Group Formed, Free Training Offered
- R Tackles Big Garbage
- R’s 2012 Growth in Capability Exceeds SAS’ All Time Total
- What Analytic Software are People Discussing?
- Comparing Transformation Styles: attach, transform, mutate and within
2012 8
- R for SAS, SPSS, Stata Users Workshop Redesigned
- Specifying Variables in R
- SAS Beats R on July 2012 TIOBE Rankings
- Why R is Hard to Learn
- Poll Shows Open Source Almost Even with Commercial Analytics Software
- Will 2015 be the Beginning of the End for SAS and SPSS?
- Things I’ve Learned About WordPress.com
- Trying Out WordPress