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
15.00 score 238 stars 148 dependents 637 scripts 142k downloadspolars - 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
11.36 score 573 stars 2 dependents 2.2k scripts 19 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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8.70 score 243 stars 59 scriptsaltdoc - 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
8.06 score 88 stars 6 scripts 3.3k downloadsflir - 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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7.18 score 90 stars 14 scripts 438 downloadsastgrepr - 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
6.62 score 33 stars 1 dependents 14 scripts 589 downloadsprompter - 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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6.07 score 40 stars 3 dependents 65 scripts 716 downloadsconductor - Create Tours in 'Shiny' Apps Using 'Shepherd.js'
Enable the use of 'Shepherd.js' to create tours in 'Shiny' applications.
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5.77 score 41 stars 26 scripts 434 downloadsshinyfullscreen - 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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4.63 score 33 stars 26 scripts 349 downloadsloc - Count Lines of Code
Use the 'Tokei' Rust crate to count lines of code in files and folders. It supports dozens of different languages, and also provides statistics on blank lines and comments.
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rustcargo
3.73 score 5 stars 213 scripts