DevOps for Data Science
R
34 Workflow | Big Book of R
300+ Free R programming books
qinwf/awesome-R: A curated list of awesome R packages, frameworks and software.
A curated list of awesome R packages, frameworks and software.
resouRces - More Databases with R Resources
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Big Book of R
300+ Free R programming books
Simple, Consistent Package Options
Simple mechanisms for defining and interpreting package options. Provides
helpers for interpreting environment variables, global options, defining
default values and more.
Saturn Elephant - Tooltips for a dropdown list in Shiny
Creating Standalone Apps from Shiny with Electron [2023, macOS M1]
How to use Bootstrap 5 popovers in Shiny applications | Discindo
A few tips on using bootstrap 5 popovers in Shiny
How to use buttons in a Reactable widget for navigation in a Shiny application | Discindo
A few helpful design patterns for navigation in {shiny} applications using buttons in a {reactable} widget and
A simple R package development best-practices-example
A simple R package development best-practices-example · GitHub
A New OO System for R
Prototype implementation of an extension to S3 that provides explicit class definitions and a form of multiple dispatch. Represents the output of the Object-oriented Programming Working Group, sponsored by the R Consortium.
Script progress bar in R that works with purrr and in batch mode
Here is how to create a progress bar in R that is versatile when working with loops, for example, by using package purrr.
rstudio::conf 2022 Keynotes - The Past and Future of Shiny
All things R and RStudio
Read the R source! - R-hub blog
Ever heard the phrase “Read the source, Luke”? It’s a play on “Use the force, Luke” from Star Wars, with no definite source 😉 that we could find^[We erroneously first linked to a rather recent blog post but Robert Link corrected us in a comment that we reproduce here in case the post gets separated from its comments: ““Use the Source, Luke” goes way back before 2012, and probably even before blogs were a thing.
34 Workflow | Big Book of R
300+ Free R programming books
automation-r
bankstatements/clean.R at main · jameslairdsmith/bankstatements
Contribute to jameslairdsmith/bankstatements development by creating an account on GitHub.
haciduru/kal: This is a script that you can use to encrypt data using Rscript command line tool. It would be impossibly difficult to decrypt the data if you had not seen the code in this file.
This is a script that you can use to encrypt data using Rscript command line tool. It would be impossibly difficult to decrypt the data if you had not seen the code in this file. - GitHub - hacidur...
msberends/hashing: Simple Shiny app to encrypt data for safe, anonymised data transfer
Simple Shiny app to encrypt data for safe, anonymised data transfer - GitHub - msberends/hashing: Simple Shiny app to encrypt data for safe, anonymised data transfer
phildias/cryptR: R code that allows you to encrypt and decrypt large sensitive files
R code that allows you to encrypt and decrypt large sensitive files - GitHub - phildias/cryptR: R code that allows you to encrypt and decrypt large sensitive files
encryptrpak/tests at main · gipso/encryptrpak
🔒 Encrypt/decrypt files of R packages. Contribute to gipso/encryptrpak development by creating an account on GitHub.
encryptr/encryptr.R at master · ebinabo/encryptr
Encrypt text, data, files, etc. Contribute to ebinabo/encryptr development by creating an account on GitHub.
nasilabednego/shinysecure: Encrypt shiny app
Encrypt shiny app. Contribute to nasilabednego/shinysecure development by creating an account on GitHub.
encryptedCredentials/crypt.R at master · dirkschumacher/encryptedCredentials
Small, opinionated package to manage encrypted credentials in R - encryptedCredentials/crypt.R at master · dirkschumacher/encryptedCredentials
R Language Tutorial
Welcome to WikiOD - Wiki Online Documentation WikiOD is a collaborative writing project to build the highest quality online documentation of all programming languages, education-related subjects and concepts.
Have we got NEWS.md for you
When developing a package it is essential to track the changes you make to your code. This is especially vital if they are breaking changes which have implications for any code written that depends on your package, i.e. a major version bump. Although you can always look back at your version control history in git, it is also convenient to have documentation which summarises the changes. This is where the NEWS file comes in.
Codebook generator
Automatic Codebooks from Metadata Encoded in Dataset Attributes
Easily automate the following tasks to describe data frames: Summarise the distributions, and labelled missings of variables graphically and using descriptive statistics. For surveys, compute and summarise reliabilities (internal consistencies, retest, multilevel) for psychological scales. Combine this information with metadata (such as item labels and labelled values) that is derived from R attributes. To do so, the package relies on rmarkdown partials, so you can generate HTML, PDF, and Word documents. Codebooks are also available as tables (CSV, Excel, etc.) and in JSON-LD, so that search engines can find your data and index the metadata. The metadata are also available at your fingertips via RStudio Addins.
Shiny for Python