Dev tools · alternatives · 2026

24 alternatives to R Essentials

The Language for Data Manipulation and Statistical Analysis

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. R Essentials launched in 2016; newer entries below may have overtaken it.

1. 1NI
   New IDE and GUI for R language▲122

   2015 · fasterstat.com · its alternatives →

2. 2
   Data Analysis with Open Source Tools▲69

   How to think about data

   2015 · its alternatives →

3. 3
   The Art of R Programming:▲3

   A Tour of Statistical Software Design

   2017 · its alternatives →

4. 4SB
   Simple Binary Data Visualization in R▲63

   2017 · martin.varela.fi · its alternatives →

5. 5DS
   Dtab – Spreadsheet for Data Science▲229

   2015 · dtab.io · its alternatives →

6. 6LJ
   libRmath.js – A port of R's Nmath numeric library to JavaScript▲80

   2018 · github.com · its alternatives →

7. 7RA
   Redframes, a Python data manipulation library like dplyr▲8

   2022 · github.com · its alternatives →

8. 8
   MatrixDS▲79

   The data community's workbench

   2018 · its alternatives →

9. 9VV
   VisiData – vi for data▲221

   2017 · github.com · its alternatives →

10. 10
    Tiny Stats▲160

    Analytics, sans dashboard.

    2017 · its alternatives →

11. 11DA
    DataJoy, an online Python and R editor for scientists▲17

    2015 · getdatajoy.com · its alternatives →

12. 12
    Datamatic▲156

    Editable data visualizations for the web

    2017 · its alternatives →

13. 13
    Naked Statistics▲69

    Build intuition around data

    2016 · its alternatives →

14. 14AF
    A Fortran web framework▲227

    2016 · github.com · its alternatives →

15. 15RE
    Retool: Excel-like, with higher order primitives▲190

    2017 · retool.in · its alternatives →

16. 16IW
    I Wrote a Book on Data Analysis with Rust Notebooks▲105

    2020 · datacrayon.com · its alternatives →

17. 17SS
    st – simple statistics from the command line▲73

    2013 · github.com · its alternatives →

18. 18
    An Introduction to Statistical Learning▲60

    How to implement the various methods in real life settings

    2016 · its alternatives →

19. 19AS
    AI suite for R with emphasis on classification of medical data▲7

    2016 · f1000research.com · its alternatives →

20. 20CQ
    ciTools – Quickly calculate uncertainty intervals in R▲48

    2017 · github.com · its alternatives →

21. 21
    The Art of Data Science▲85

    A guide for anyone who works with data

    2017 · its alternatives →

22. 22
    Python for Data Analysis▲72

    Pandas is the most common python library for data analytics

    2016 · its alternatives →

23. 23
    Naked Statistics▲66

    Stripping the dread from the data

    2016 · its alternatives →

24. 24AB
    A beginner's guide to data analysis with unix utilities (part 1)▲7

    2015 · j-vdh.blogspot.com · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →