Data visualization cheat sheet r

Advanced R

Environments, data structures, functions, subsetting and more, by Arianne Colton and Sean Chen. Updated February 2016.

Download

arrow

A quick reference guide explaining Arrow R package’s interface with dplyr and other familiar R functions, by Mauricio “Pacha” Vargas Sepulveda [with contributions from Steph Hazlitt and comments from Arrow developers]. Updated March 2022.

Download

Base R

Vectors, matrices, lists, data frames, functions and more in base R, by Mhairi McNeill. Updated March 2015.

Download

bayesplot

Plotting for Bayesian Models in R, by Edward A. Roualdes. Updated May 2020.

Download

BCEA

Bayesian cost effective analysis in R, by Gianluca Baio. Updated February 2021.

Download

caret

Modeling and machine learning in R with the caret package, by Max Kuhn. Updated September 2017.

Download

cartography

Thematic maps with spatial objects, by Timothée Giraud. Updated July 2018.

Download

collapse

Advanced and fast data transformation with R, by Sebastian Krantz. Updated July 2021.

Download

data.table

Data manipulation with data.table, by Erik Petrovski. Updated January 2019.

Download

DeclareDesign

Tools to test research designs that use a MIDA framework. Updated April 2019.

Download

distr6

An object-oriented interface for probability distributions, by Raphael Sonabend. Updated August 2019.

Download

estimatr

Fast, robust estimators for common models. Updated November 2018.

Download

eurostat

R tools to access the eurostat database, by rOpenGov. Updated November 2019.

Download

gganimate

Extend ggplot2’s grammar of graphics with functions for animation, by Karl Hailperin. Updated May 2019.

Download

Git and GitHub with RStudio

Cheatsheet about the use of Git and Github alongside RStudio, by Mouna Belaid. Updated January 2022.

Download

gtsummary

Cheatsheet for gtsummary main functions tbl_summary[], tbl_regression[], and tbl_survfit[], by [Esther Drill][//github.com/pachadotdev][//github.com/edrill]. Updated April 2022.

Download

gwasrapidd

Provides programmatic access to the NHGRI-EBI Catalog of published genome-wide association studies, by Ramiro Magno. Updated April 2019.

Download

golem

A framework for building robust Shiny apps, by ThinkR. Updated September 2019.

Download

h2o

The R interface to h20’s algorithms for big data and parallel computing, by Juan Telleria. Updated June 2018.

Download

How big is your graph?

Graph sizing with base R, by Stephen Simon. Updated August 2017.

Download

imputeTS

Impute missing data in time series, by Steffen Moritz. Updated July 2020.

Download

jfa

Work with bayesian and classical statistical audit samples, by Koen Derks. Updated September 2021.

Download

labelled

Manipulate labelled data, by Joseph Larmarange. Updated June 2020.

Download

LaTeX

A reference to the LaTeX typesetting language, useful in combination with knitr and R Markdown, by Winston Chang. Updated January 2018.

Download

leaflet

Interactive maps in R with leaflet, by Kejia Shi. Updated May 2017.

Download

Machine Learning Modelling

A tabular guide to machine learning algorithms in R, by Arnaud Amsellem. Updated March 2018.

Download

Thematic maps with mapsf

This package helps to design various cartographic representations such as proportional symbols, choropleth or typology maps, by Timothée Giraud. Updated November 2021.

Download

mlr

The mlr package offers a unified interface to R’s machine learning capabilities, by Aaron Cooley. Updated February 2018.

Download

mosaic

The mosaic package is for teaching mathematics, statistics, computation and modeling, by Michael Laviolette. Updated June 2020.

Download

nardl

The nardl package estimates the nonlinear cointegrating autoregressive distributed lag model, by Taha Zaghdoudi. Updated October 2018.

Download

nimble

Hierarchical statistical models that extend BUGS and JAGS, by the Nimble development team. Updated May 2020.

Download

oSCR

Work with Spatial Capture Recapture models, by Gabriella Palomo-Munoz.

Download

overvieweR

Display descriptive information about a data set, by Cosima Meyer and Dennis Hammerschmidt. Updated August 2020.

Download

packagefinder

Search CRAN with R, by Joachim Zuckarelli.

Download

Parallel Computation

Parallel computing in R with the parallel, foreach, and future packages, by Ardalan Mirshani. Updated March 2019.

Download

quanteda

Quantitative Analysis of Textual Data in R with the quanteda package, by Stefan Müller and Kenneth Benoit. Updated May 2020.

Download

quincunx

An R package to query, download, and wrangle PGS Catalog data, by Ramiro Magno. Updated November 2021.

Download

randomizr

Automate random assignment and sampling with randomizr, by Alex Coppock. Updated June 2018.

Download

Regular Expressions

Basics of regular expressions and pattern matching in R, by Ian Kopacka. Updated July 2019.

Download

rphylopic

Add species’ silhouettes from phlopic to R plots, by Gabriela Palomo-Munoz.

Download

SAS-R

A guide to familiarise SAS users with R, and vice versa, by Brendan O’Dowd. Updated April 2022.

Download

SamplingStrata

Optimal stratification for survey sampling, by Giulio Barcaroli. Updated January 2020.

Download

Simple Features [sf]

Tools for working with spatial vector data: points, lines, polygons, etc, by Ryan Garnett. Updated December 2021.

Download

sjmisc

dplyr friendly data and variable transformation, by Daniel Lüdecke. Updated February 2018.

Download

slackr

Send files, messages, R objects, and images to Slack directly from R, by Daniel M. Villarreal. Updated March 2021.

Download

stata2r

Common translations from Stata to R, by Anthony Nguyen. Updated October 2019.

Download

survminer

Elegant survival plots, by Przemyslaw Biecek. Updated September 2021.

Download

Syntax Comparison

Three code styles compared: $, formula, and tidyverse, by Amelia McNamara. Updated January 2018.

Download

Teach R

Concise advice on how to teach R or anything else, by Adi Sarid. Updated March 2019.

Download

Time Series

A reference to time series in R, by Yunjun Xia and Shuyu Huang. Updated October 2019.

Download

torch

The torch and torch ecosystem [torchvision, ltorchaudio, etc.] cheat-sheet, by Christophe Regouby. Updated May 2022.

Download

tsbox

A time series toolkit for conversions, piping, and more, by Christoph Sax. Updated April 2019.

Download

vegan

Tools for descriptive community ecology, by Bruna L. Silva. Updated April 2020.

Download

vtree

Visualize hierarchical subsets of data with variable trees, by Nick Barrowman. Updated July 2020.

Download

xplain

Explain statistical functions with XML files and xplain, by Joachim Zuckarelli. Updated May 2018.

Download

Translations

Bengali Translations - বাংলা অনুবাদ

• Data import with readr, readxl, and googlesheets4 translated by Saif Kabir Asif. Updated September 2021.

Chinese Translations - 中文翻译

• Data science in Spark with sparklyr translated by Ke Zhang in Simplified Chinese and Traditional Chinese. Updated December 2016.
• Data transformation with dplyr translated by Aicen Yu in Simplified Chinese. Updated April 2019.
• Data visualization with ggplot2 translated by Guang-Teng Meng. Updated November 2021.
• Data tidying with tidyr translated by Feifan Wang. Updated November 2021.
• Deep learning with Keras translated by harryprince. Updated April 2019.
• Base R translated by Fu Yongchao. Updated November 2021.

Dutch Translations - Nederlandse Vertaling

• Data visualization with ggplot2 translated by Gern Huijberts. Updated May 2018.
• Data wrangling translated by Gern Huijberts. Updated May 2018.
• Dynamic documents with rmarkdown translated by Gern Huijberts. Updated May 2018.
• Package development with devtools translated by Gern Huijberts. Updated May 2018.

French Translations - Traductions Françaises

• caret translated by Ahmadou Dicko. Updated September 2019.
• Data visualization with ggplot2 translated by Vincent Guyader and Diane Beldame of ThinkR. Updated May 2018.
• Data wrangling translated by Vincent Guyader and Diane Beldame of ThinkR. Updated May 2018.
• Interactive web apps with shiny translated by Vincent Guyader and Diane Beldame of ThinkR. May 2018.
• quanteda translated by Ahmadou Dicko. Updated September 2019.
• Regular expressions translated by Ahmadou Dicko. Updated August 2019.
• RStudio IDE translated by Vincent Guyader and Diane Beldame of ThinkR. Updated May 2018.

German Translations - Deutsch Übersetzungen

• Base R translated by Annika Kies and Martin Kies from LeverageData. Updated April 2020.
• Data science in Spark with sparklyr translated by Ke Zhang. Updated March 2017.
• Data transformation with dplyr translated by Lucia Gjeltema of Research Triangle Analysts. Updated September 2017.
• Data visualization with ggplot2 translated by Lucia Gjeltema of Research Triangle Analysts. Updated May 2018.
• Dynamic documents with rmarkdown translated by Lucia Gjeltema of Research Triangle Analysts. Updated May 2018.
• Interactive web apps with shiny translated by Lucia Gjeltema of Research Triangle Analysts. Updated May 2018.
• Package development with devtools translated by Lucia Gjeltema of Research Triangle Analysts. Updated May 2018.

Greek Translations - Ελληνικές μεταφράσεις

• Base R translated by Kleanthis Koupidis, Charalampos Bratsas, and Open Knowledge Greece. Updated June 2018.
• RStudio IDE translated by Kleanthis Koupidis, Charalampos Bratsas, and Open Knowledge Greece. Updated June 2018.

Italian Translations - Traduzioni Italiane

• Dynamic documents with rmarkdown translated by Angelo Salatino of Knowledge Media Institute. Updated June 2018.
• Package development with devtools translated by Angelo Salatino of Knowledge Media Institute. Updated June 2018.
• RStudio IDE translated by Angelo Salatino of Knowledge Media Institute. Updated June 2018.

Japanese Translations - 日本語翻訳

• Base R translated by Takeshi Sasayama. Updated June 2018.
• Data science in Spark with sparklyr translated by Masato Takahashi. Updated March 2018.
• Data visualization with ggplot2 translated by Takeshi Sasayama. Updated May 2018.
• Data wrangling translated by Tomoaki Masuda of the MIT Sloan Data Analytics Club. Updated May 2018.
• Deep learning with Keras translated by Masato Takahashi. Updated March 2018.
• Dynamic documents with rmarkdown translated by Masato Takahashi. Updated March 2018.
• Factors with forcats translated by Taiyo Nakashima. Updated March 2019.
• RStudio IDE translated by Masato Takahashi. Updated March 2018.

Korean Translations - 한국어 로 번역

• Apply functions with purrr translated by Victor Lee of xwMOOC. Updated November 2017.
• caret translated by Victor Lee of xwMOOC. Updated September 2017.
• Dynamic documents with rmarkdown translated by Victor Lee of xwMOOC. Updated May 2018.
• Package development with devtools translated by Victor Lee of xwMOOC. Updated May 2018.
• Syntax comparison translated by Victor Lee of xwMOOC. Updated February 2018.

Persian Translations - ترجمه های فارسی

• Data import translated by Vahid Faraji Jobehar and Reza Mazloomi. Updated March 2019.

Portuguese Translations - tradução para português

• Base R translated by Samuel Carleial. Updated August 2020.
• caret translated by Karen da Silva Lopes. Updated April 2020.
• Data visualization with ggplot2 translated by Augusto Queiroz de Macedo. Updated May 2018.
• Data wrangling translated by Augusto Queiroz de Macedo. Updated May 2018.
• data.table translated by Samuel Carleial. Updated August 2020.
• RStudio IDE translated by Augusto Queiroz de Macedo. Updated May 2018.

Russian Translations - Переводы

• Apply functions with purrr translated by Evgeni Chasnovski of QuestionFlow. Updated January 2018.
• Data import translated by Evgeni Chasnovski of QuestionFlow. Updated February 2018.
• Data transformation with dplyr translated by Evgeni Chasnovski of QuestionFlow. Updated January 2018.
• Dates and times with lubridate translated by Evgeni Chasnovski of QuestionFlow. Updated March 2018.

Spanish Translations - Traducciones en español

• Apply functions with purrr translated by Carlos Ortega of the Grupo de Usuarios de R de Madrid. Updated October 2017.
• Base R translated by Anthony Romero-Cerdán. Updated March 2022.
• caret translated by Carlos Ortega of the Grupo de Usuarios de R de Madrid. Updated September 2017.
• Data import translated by Yanina Bellini Saibene. Updated December 2019.
• Data science in Spark with sparklyr translated by DaniPrina. Updated December 2019.
• Data transformation with dplyr translated by Frans van Dunné of ixpantia. Updated March 2018.
• Data visualization with ggplot2 translated by Carolina Mengoni Goñalons. Updated December 2019.
• Dates and times with lubridate translated by Yanina Bellini Saibene. Updated December 2019.
• Deep learning with Keras translated by Carlos Ortega of the Grupo de Usuarios de R de Madrid. Updated January 2018.
• Dynamic documents with rmarkdown translated by Jessica Formoso. Updated January 2020.
• Entorno de desarrollo RStudio translated by Monica Alonso. Updated December 2019.
• Estadística descriptiva con R translated by Rosana Ferraro of Máxima Formación. Updated June 2018.
• Factors with forcats translated by Laura Acion. Updated January 2020.
• Interactive web apps with shiny translated by Frans van Dunné of ixpantia. Updated May 2018.
• Introducción a R translated by Rosana Ferraro of Máxima Formación. Updated June 2018.
• Package development with devtools translated by Paola Corrales. Updated December 2019.
• Python with R and reticulate translated by Vanesa Maribel. Updated January 2020.
• String manipulation with stringr translated by Carlos Ortega of the Grupo de Usuarios de R de Madrid [updated by L. Paloma Rojas Saunero]. Updated December 2019.
• survminer translated by Maria Dermit. Updated March 2021.
• Syntax comparison translated by Riva Quiroga. Updated June 2020.

Turkish Translations - Türkçe Çeviriler

• Base R translated by Elif Kartal. Updated January 2018.
• caret translated by İlkim Ecem Emre. Updated January 2018.
• Data import translated by Metin Yazici. Updated October 2017.
• Data transformation with dplyr translated by Hazel kavılı and Berk Orbay. Updated February 2018.
• Data visualization with ggplot2 translated by Hazel kavılı and Berk Orbay. Updated January 2018.
• Dynamic documents with rmarkdown translated by Metin Yazici. Updated February 2018.
• Interactive web apps with shiny translated by Metin Yazici. Updated October 2017.
• Regular expressions translated by Zeki Özen. Updated January 2018.

Ukrainian Translations - українські переклади

• Apply functions with purrr translated by Evgeni Chasnovski of QuestionFlow. Updated March 2018.
• Data import translated by Evgeni Chasnovski of QuestionFlow. Updated February 2018.
• Data transformation with dplyr translated by Evgeni Chasnovski of QuestionFlow. Updated January 2018.
• Dates and times with lubridate translated by Evgeni Chasnovski of QuestionFlow. Updated January 2018.

Uzbek Translations - O‘zbek tilidagi tarjimalar

• Data import translated by Alisher Suyunov. Updated August 2017.
• Data transformation with dplyr translated by Alisher Suyunov. Updated August 2017.

Vietnamese Translations - Bản dịch tiếng Việt

• Apply functions with purrr translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated July 2018.
• Base R translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated May 2018.
• Data visualization with ggplot2 translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated May 2018.
• Data wrangling translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated May 2018.
• Dates and times with lubridate translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated July 2018.
• Dynamic documents with rmarkdown translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated May 2018.
• Interactive web apps with shiny translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated May 2018.
• Package development with devtools translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated May 2018.
• String manipulation with stringr translated by Anh Hoang Duc and Duc Pham of RAnalytics.vn. Updated July 2018.