R Data Science

Open-source R projects categorized as Data Science
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Topics: R Rstats r-package Machine Learning Reproducibility
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Top 23 R Data Science Projects

  • awesome-R

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

    • Project mention: Good coding groups for black women? | news.ycombinator.com | 2024-01-13

  • r4ds

    R for data science: a book

    • Project mention: Ask HN: Learning Maths from the Ground Up | news.ycombinator.com | 2024-03-24

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • DataScienceR

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

  • tidyverse

    Easily install and load packages from the tidyverse

  • janitor

    simple tools for data cleaning in R

  • drake

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

  • mlr3

    mlr3: Machine Learning in R - next generation

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • targets

    Function-oriented Make-like declarative workflows for R

  • engsoccerdata

    English and European soccer results 1871-2022

  • disk.frame

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

  • modeltime

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

  • voice-gender

    Gender recognition by voice and speech analysis

  • fastverse

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

  • bruceR

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

  • targets-tutorial

    Short course on the targets R package

  • tweetbotornot2

    🔍🐦🤖 Detect Twitter Bots!

  • 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

  • targets-minimal

    A minimal example data analysis project with the targets R package

  • priceR

    Economics and Pricing in R

  • aorsf

    Accelerated Oblique Random Survival Forests

  • R-Fundamentals

    D-Lab's 4 part, 8 hour introduction to R Fundamentals. Learn how to create variables and functions, manipulate data frames, make visualizations, use control flow structures, and more, using R in RStudio.

  • causalglm

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

  • R-Guide

    R Guide

  • SaaSHub

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

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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 Data Science related posts

Index

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

Project Stars
1 awesome-R 5,781
2 r4ds 4,349
3 DataScienceR 1,959
4 tidyverse 1,595
5 janitor 1,338
6 drake 1,330
7 mlr3 878
8 targets 866
9 engsoccerdata 740
10 disk.frame 592
11 modeltime 498
12 voice-gender 331
13 fastverse 213
14 bruceR 152
15 targets-tutorial 93
16 tweetbotornot2 89
17 gittargets 81
18 targets-minimal 56
19 priceR 55
20 aorsf 29
21 R-Fundamentals 25
22 causalglm 17
23 R-Guide 4

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