R Data Analysis

Open-source R projects categorized as Data Analysis Edit details
Related topics: #R #Data Science #Rstats #List #High Performance

Top 4 R Data Analysis Projects

  • awesome-R

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

    Project mention: Python vs Matlab vs R | reddit.com/r/GradSchool | 2022-02-12

  • janitor

    simple tools for data cleaning in R

  • JetBrains

    Developer Ecosystem Survey 2022. Take part in the Developer Ecosystem Survey 2022 by JetBrains and get a chance to win a Macbook, a Nvidia graphics card, or other prizes. We’ll create an infographic full of stats, and you’ll get personalized results so you can compare yourself with other developers.

  • collapse

    Advanced and Fast Data Transformation in R (by SebKrantz)

    Project mention: Benchmarking for loops vs apply and others | reddit.com/r/rstats | 2022-05-01

    If you are looking for performance I would recommend to check the collapse package. The following line "collapse" = collapse::fsum(df_datatable$x, g=df_datatable$g) is around 2x faster than base::rowsum, and the dplyr style syntax doesn't add that much of an overhead "collapse dplyr" = df_datatable |> fgroup_by(g) |> fsum(x)

  • ggshakeR

    An analysis and visualization R package that works with publicly available soccer data

    Project mention: ggshakeR - R’s first all-in-one data analysis and visualization package on open soccer data | reddit.com/r/rstats | 2021-10-18
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). The latest post mention was on 2022-05-01.

R Data Analysis related posts

Index

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

Project Stars
1 awesome-R 5,070
2 janitor 1,144
3 collapse 374
4 ggshakeR 71
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