R Reproducibility

Open-source R projects categorized as Reproducibility
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Top 9 R Reproducibility Projects

  • drake

    An R-focused pipeline toolkit for reproducibility and high-performance computing (by ropensci)

  • targets

    Function-oriented Make-like declarative workflows for R

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  • reprex

    Render bits of R code for sharing, e.g., on GitHub or StackOverflow.

    • Project mention: Do the work | /r/RStudio | 2023-10-04

    Provide us with the code in a minimum working example (MWE) form (typically called reprex in the R community). If the process of producing this doesn't help you solve the issue, it at least allows us to (a) copy and paste to run the code, and (b) far more likely to be able to spot the error(s) than when they’re embedded in a load of code that isn’t necessary to highlight the problem. These should be placed in a code block, either every line indented 4 spaces or within backticks. (Credit to Mooks79 for this.) More info here: https://www.reddit.com/r/learnpython/wiki/faq#wiki_how_do_i_format_code.3F

  • targets-tutorial

    Short course on the targets R package

  • gittargets

    Data version control for reproducible analysis pipelines in R with {targets}.

    • Project mention: Feedback needed: building Git for data that commits only diffs (for storage efficiency on large repositories), even without full checkouts of the datasets | /r/datascience | 2023-05-27

    This is was attempted in an R package called gittargets

  • rang

    🐶 (Re)constructing R computational environments (by gesistsa)

  • targets-minimal

    A minimal example data analysis project with the targets R package

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  • deps

    Dependency Management with roxygen-style Comments (by analythium)

  • chromatographR

    Toolset for the reproducible analysis of chromatography data in R (HPLC-DAD/UV, GC-FID).

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

R Reproducibility related posts

  • Do the work

    1 project | /r/RStudio | 4 Oct 2023

  • What is the best way to simplify a ggplot with 10 factors?

    1 project | /r/RStudio | 6 Jun 2023

  • Help with RStudio and Giant Odds Ratios

    1 project | /r/AskStatistics | 5 May 2023

  • Dplyr t test help

    1 project | /r/rstats | 25 Mar 2023

  • Returning matching subsets of data based on multiple conditions

    1 project | /r/Rlanguage | 25 Mar 2023

  • I keep getting error: "Error in t1(.) : could not find function "t1""

    1 project | /r/RStudio | 9 Mar 2023

  • Very new to R and I am trying to merge 2 data frames by similar columns

    1 project | /r/rprogramming | 3 Feb 2023
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Index

What are some of the best open-source Reproducibility projects in R? This list will help you:

Project Stars
1 drake 1,330
2 targets 869
3 reprex 729
4 targets-tutorial 93
5 gittargets 81
6 rang 68
7 targets-minimal 56
8 deps 30
9 chromatographR 12

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