datawizard - Easy Data Wrangling and Statistical Transformations

A lightweight package to assist in key steps involved in any data analysis workflow: (1) wrangling the raw data to get it in the needed form, (2) applying preprocessing steps and statistical transformations, and (3) compute statistical summaries of data properties and distributions. It is also the data wrangling backend for packages in 'easystats' ecosystem. References: Patil et al. (2022) <doi:10.21105/joss.04684>.

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datadplyrhacktoberfestjanitormanipulationreshapetidyrwrangling

14.91 score 235 stars 132 dependents 531 scripts 173k downloads

polars - R Bindings for the 'polars' Rust Library

Lightning-fast 'DataFrame' library written in 'Rust'. Convert R data to 'Polars' data and vice versa. Perform fast, lazy, larger-than-memory and optimized data queries. 'Polars' is interoperable with the package 'arrow', as both are based on the 'Apache Arrow' Columnar Format.

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arrowpolarsrust

10.21 score 561 stars 2 dependents 274 scripts 6 downloads

tidypolars - More Efficient Tidyverse Code, Using Polars in the Background

Polars is a cross-language tool for manipulating very large data. However, one drawback is that the R implementation has a syntax that will look odd to many R users who are not used to Python syntax. The objective of tidypolars is to improve the ease-of-use of Polars in R by providing tidyverse syntax to polars.

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8.73 score 234 stars 59 scripts

altdoc - Package Documentation Websites with 'Quarto', 'Docsify', 'Docute', or 'MkDocs'

This is a simple and powerful package to create, render, preview, and deploy documentation websites for 'R' packages. It is a lightweight and flexible alternative to 'pkgdown', with support for many documentation generators, including 'Quarto', 'Docute', 'Docsify', and 'MkDocs'.

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quarto

8.59 score 85 stars 5 scripts 7.2k downloads

flir - Find and Fix Lints in R Code

Lints are code patterns that are not optimal because they are inefficient, forget corner cases, or are less readable. 'flir' provides a small set of functions to detect those lints and automatically fix them. It builds on 'astgrepr', which itself uses the 'Rust' crate 'ast-grep' to parse and navigate R code.

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7.72 score 88 stars 8 scripts 249 downloads

astgrepr - Parse and Manipulate R Code

Parsing R code is key to build tools such as linters and stylers. This package provides a binding to the 'Rust' crate 'ast-grep' so that one can parse and explore R code.

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rustcargo

6.60 score 33 stars 1 dependents 10 scripts 482 downloads

prompter - Add Tooltips in 'Shiny' Apps with 'Hint.css'

In 'Shiny' apps, it is sometimes useful to store information on a particular item in a tooltip. 'Prompter' allows you to easily create such tooltips, using 'Hint.css'.

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6.12 score 40 stars 3 dependents 73 scripts 649 downloads

conductor - Create Tours in 'Shiny' Apps Using 'Shepherd.js'

Enable the use of 'Shepherd.js' to create tours in 'Shiny' applications.

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5.97 score 40 stars 26 scripts 565 downloads

shinyfullscreen - Display 'HTML' Elements on Full Screen in 'Shiny' Apps

In 'Shiny' apps, it is sometimes useful to see a plot or a table in full screen. Using 'Shinyfullscreen', you can easily designate the 'HTML' elements that can be displayed on fullscreen and use buttons to trigger the fullscreen view.

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4.66 score 33 stars 28 scripts 285 downloads

loc - What the Package Does (Title Case)

More about what it does (maybe more than one line) Use four spaces when indenting paragraphs within the Description.

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rustcargo

3.64 score 5 stars 174 scripts