R Data Science

Open-source R projects categorized as Data Science
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Top 23 R Data Science Projects

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Data Science

  1. awesome-R

    A curated list of awesome R packages, frameworks and software.

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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  3. r4ds

    R for data science: a book

  4. DataScienceR

    a curated list of R tutorials for Data Science, NLP and Machine Learning

  5. tidyverse

    Easily install and load packages from the tidyverse

  6. janitor

    simple tools for data cleaning in R

  7. drake

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

  8. targets

    Function-oriented Make-like declarative workflows for R

  9. mlr3

    mlr3: Machine Learning in R - next generation

  10. engsoccerdata

    English and European soccer results 1871-2022

  11. disk.frame

    Fast Disk-Based Parallelized Data Manipulation Framework for Larger-than-RAM Data

  12. modeltime

    Modeltime unlocks time series forecast models and machine learning in one framework

  13. voice-gender

    Gender recognition by voice and speech analysis

  14. fastverse

    An Extensible Suite of High-Performance and Low-Dependency Packages for Statistical Computing and Data Manipulation in R

  15. bruceR

    📦 BRoadly Useful Convenient and Efficient R functions that BRing Users Concise and Elegant R data analyses.

  16. targets-tutorial

    Short course on the targets R package

  17. tweetbotornot2

    🔍🐦🤖 Detect Twitter Bots!

  18. gittargets

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

  19. targets-minimal

    A minimal example data analysis project with the targets R package

  20. priceR

    Economics and Pricing in R

  21. aorsf

    Accelerated Oblique Random Survival Forests

  22. causalglm

    Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

  23. dndR

    Dungeons & Dragons Functions for Players and Dungeon Masters

  24. IntRo

    Introduction to R for health data (by andreamazzella)

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).

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Index

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

# Project Stars
1 awesome-R 6,496
2 r4ds 5,132
3 DataScienceR 2,139
4 tidyverse 1,796
5 janitor 1,445
6 drake 1,341
7 targets 1,092
8 mlr3 1,078
9 engsoccerdata 781
10 disk.frame 594
11 modeltime 581
12 voice-gender 362
13 fastverse 326
14 bruceR 191
15 targets-tutorial 101
16 tweetbotornot2 94
17 gittargets 90
18 targets-minimal 64
19 priceR 63
20 aorsf 59
21 causalglm 27
22 dndR 24
23 IntRo 14

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