ggmosaic v0.2.0

0

0th

Percentile

Mosaic Plots in the 'ggplot2' Framework

Mosaic plots in the 'ggplot2' framework. Mosaic plot functionality is provided in a single 'ggplot2' layer by calling the geom 'mosaic'.

ggmosaic

ggmosaic was designed to create visualizations of categorical data and is capable of producing bar charts, stacked bar charts, mosaic plots, and double decker plots.

Installation

You can install ggmosaic from github with:

# install.packages("devtools")
devtools::install_github("haleyjeppson/ggmosaic")


Example

library(ggmosaic)
ggplot(data = fly) +
geom_mosaic(aes(x = product(RudeToRecline), fill=DoYouRecline)) geom_mosaic: setting the aesthetics

Aesthetics that can be set:

• weight : select a weighting variable
• x : select variables to add to formula
• declared as x = product(x1, x2, …)
• fill : select a variable to be filled
• if the variable is not also called in x, it will be added to the formula in the first position
• conds : select a variable to condition on
• declared as conds = product(cond1, cond2, …)

These values are then sent through productplots functions to create the formula for the desired distribution

Formula: weight ~ fill + x | conds

From the aesthetics to the formula

Example of how the formula is built

• weight = 1
• x = product(Y, X)
• fill = W
• conds = product(Z)

These aesthetics set up the formula for the distribution: 1 ~ W + X + Y | Z

Because a mosaic plot is constructed hierarchically through alternating spines, the ordering of the variables is very important.

Functions in ggmosaic

 Name Description mosaic Template for a mosaic plot. A mosaic plot is composed of spines in alternating directions. scale_type.tbl_df Helper function for determining scales product Wrapper for a list scale_type.product Helper function that ggplot2 needs for determining scales on x and y geom_mosaic Mosaic plots. vspine Vertical spine partition: width constant, height varies. vbar Vertical bar partition: height constant, width varies. spine Spine partition: divide longest dimension. scale_type.productlist Helper function for determining scales squeeze Internal helper function scale_x_productlist Determining scales for mosaics ddecker Template for a double decker plot. A double decker plot is composed of a sequence of spines in the same direction, with the final spine in the opposite direction. hbar Horizontal bar partition: width constant, height varies. hspine Horizontal spine partition: height constant, width varies. StatMosaic Geom proto prodcalc Calculate frequencies. happy Data related to happiness from the general social survey. fly Flying Etiquette Survey Data No Results!