hadley/ggplot2-book

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Created over 16 years ago
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hadley/ggplot2-book

hadley

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ggplot2: elegant graphics for data analysis

ggplot2 book

This is code and text behind the ggplot2: elegant graphics for data analysis book. Please help us make it better by contributing!

Installing dependencies

Install the R packages used by the book with:

# install.packages("devtools")
devtools::install_deps()

Build the book

In RStudio, press Cmd/Ctrl + Shift + B. Or run:

bookdown::render_book("index.Rmd")

r4ds

R for data science: a book

adv-r

Advanced R: a book

stats337

Readings in applied data science

mastering-shiny

Mastering Shiny: a book

r-pkgs

Building R packages

plyr

A R package for splitting, applying and combining large problems into simpler problems

tidy-data

A paper on data tidying

emo

Easily insert emoji into R and RMarkdown

r-internals

Documentation for R's internal C API

bigvis

Exploratory data analysis for large datasets (10-100 million observations)

strict

Make R a little bit stricter

data-baby-names

Distribution of US baby names, 1880-2008

reshape

An R package to flexible rearrange, reshape and aggregate data

data-movies

Download data from IMDB movies and parse into useful form

pryr

Pry open the covers of R

assertthat

User friendly assertions for R

r2d3

ggplot2 + d3 = r2d3

babynames

An R package containing US baby names from the SSA

lazyeval

Lazy evaluation: an alternative to non-standard evaluation (NSE) for R

secure

Secure private R data in public packages

purrrlyr

Tools at the intersection of purrr and dplyr

lineprof

Visualise line profiling results in R

requirements

Find packages required for code to run

elmer

Call LLM APIs from R

ggstat

Statistical computations for visualisation

r-python

Exploring data related to relative usage of R vs. python

gg2v

Render ggplot2 graphics using vega

building-permits

Code & data accompanying "whole-game" youtube video

stringb

A dependency-free version of stringr

precis

Succintly Summarise Data Frames

r-on-github

An exploration of R code and package on github, using the github search and repo apis

data-housing-crisis

Clean data related to the housing crisis

tidy-tools

Building tidy tools in R, a workshop

decumar

An alternative to sweave

neiss

Data from National Electronic Injury Surveillance System

monads

Work with Monads in R

joy-of-fp

Supplemental materials for "The joy of functional programming"

crantastic

Source code for crantastic.org: a community site for R

recipes

Wickham family recipes

oldbookdown

cubelyr

A data cube dplyr backend

data-fuel-economy

Fuel economy data, 1978-2008

table-shapes

lvplot

Letter value boxplots for R

usdanutrients

USDA nutrient database as an R data package

reactive-docs

An introduction to reactive documents in R (for teaching stats)

vis-eda

Visualisation for EDA

rsmith

A static site generator for R inspired by metalsmith.io

sfhousing

Code to download and process SF housing sales data

helpr

An alternative html help system for R

profr

An alternative profiling package for R

cocktails

Hadley's cocktail book

productplots

Product graphics for categorical data

shinySignals

data-counties

County boundaries in csv for all US counties

l1tf

L1 trend filtering

ggplot1

Before there was ggplot2

roxygen3

15-state-of-the-union

minby

Compute minimum of one variable grouped by another

mylittlepony

A package for learning about the basics of package development

tidyverse-booster

hadley.github.com

boxplots-paper

mturkr

Tools to make MTurk tasks easy to run from R

monthApp

An example of a Shiny app-package

docker

My personal dockerfiles

fueleconomy

EPA fuel economy data in an R package

meifly

An R package for exploring ensembles of (generalised) linear models

clusterfly

An R package for visualising high-dimensional clustering algorithms

rminds

Sample R code for visualising models (especially models in data space)

sinartra

beautiful-data

Book chapter for beautiful data

eggnogr

Shiny app for scaling eggnog

15-student-papers

Graphics & computing student paper winners @ JSM 2015

fec-dplyr

Exploration of FEC contributions data with dplyr

mexico-mortality

Mortality data for Mexico, along with useful extra data

grouperise

Explore the idea of "grouperised" functions

mutatr

Prototype-based mutable objects for R, based on io and javascript

lvplot-paper

yrbss

Youth Risk Behaviour Surveillance System Data

tanglekit

R bindings for Brett Victor's tangle.js

nasaweather

Data from the 2006 ASA data expo

ggplot2-bayarea

Data, code and slides for ggplot2 talk given to Bay Area useR group, 17 Sep 2009

htmlbook

Convert a Quarto book to O'Reilly's html book format

vita

classifly

An R package to visualise high-dimensional classification boundaries with GGobi

ideas

proto

Prototype Object-Based Programming

cran-logs-dplyr

An case study using dplyr on a large dataset: all package downloads from the Rstudio cran mirror.

scagnostics

An R package to calculate graph theoretic scagnostics

ggplot2movies

What the package does (one paragraph).

tidycore

Core tidyverse packages

densityvis

R package for cutting and binning data

fortify

Convert any R object to a data frame, suitable for visualisation

hadladdin

RStudio add-ins by Hadley

hadcol

Hadley's utilities for adding columns

talk-httr2

localmds

Local multidimensional scaling, an R package

layers

Layers code extracted out of ggplot2