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GGally: Extension to ggplot2

ggplot2 is a plotting system for R based on the grammar of graphics. GGally extends ggplot2 by adding several functions to reduce the complexity of combining geoms with transformed data. Some of these functions include a pairwise plot matrix, a scatterplot plot matrix, a parallel coordinates plot, a survival plot, and several functions to plot networks.

Installation

To install this package from GitHub or CRAN, do the following from the R console:

# Github
library(devtools)
install_github("ggobi/ggally")

# CRAN
install.packages("GGally")

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Version

Install

install.packages('GGally')

Monthly Downloads

100,766

Version

2.2.1

License

GPL (>= 2.0)

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Repository

https://github.com/ggobi/ggally

Homepage

https://ggobi.github.io/ggally/

Maintainer

Barret Schloerke

Last Published

February 14th, 2024

Functions in GGally (2.2.1)

ggally_denstrip

Tile plot with facets

ggally_cor_v1_5

Correlation value plot

ggally_dot_and_box

Box and dot plot

Bivariate density plot

ggally_densityDiag

Univariate density plot

Grouped dot plot

ggally_nostic_line

ggnostic background line with geom

ggally_statistic

Generalized text display

ggally_nostic_hat

ggnostic leverage points

ggally_diagAxis

Internal axis labels for ggpairs

Scatter plot with a smoothed line

ggally_facetdensity

Faceted density plot

Column and row bar plots

Correlation value plot

ggally_facetbar

Faceted bar plot

ggally_nostic_cooksd

ggnostic Cook's distance

Correlation matrix

Display counts of observations

Plots the number of observations

ggally_summarise_by

Summarize a continuous variable by each value of a discrete variable

ggplot2 generalized pairs plot for two columns sets of data

Trends line plot

Display a table of the number of observations

ggmatrix_gtable

ggmatrix gtable object

ggplot2 plot matrix

ggally_crosstable

Display a cross-tabulated table

ggally_nostic_resid

ggnostic residuals

ggally_nostic_se_fit

ggnostic fitted value's standard error

ggally_facetdensitystrip

Density or tiles plot with facets

ggally_facethist

Faceted histogram

Display an outcome using several potential explanatory variables

ggally_nostic_sigma

ggnostic leave one out model sigma

Model coefficients with broom and ggplot2

Single ggplot2 plot matrix with facet_grid

Plot only legend of plot function

ggally_nostic_std_resid

ggnostic standardized residuals

ggplot2 generalized pairs plot

Parallel coordinate plot

Grab the legend and print it as a plot

Check if plot is horizontal

Survival curves

Traditional scatterplot matrix for purely quantitative variables

ggmatrix_progress

ggmatrix default progress bar

ggmatrix_location

ggmatrix plot locations

Create glyphplot data

Glyph plot class

lowertriangle - rearrange dataset as the preparation of ggscatmat function

plotting_data_type

Get plotting data type

Data related to happiness from the General Social Survey, 1972-2006.

mapping_color_to_fill

Aesthetic mapping color fill

Cross-tabulated tables of discrete variables

Rescaling functions

Data from the Data Expo JSM 2006.

Sample skewness

Find order of variables

Print ggmatrix object

print_if_interactive

Print if not CRAN

United Kingdom Pig Production

ggmatrix structure

UCLA canonical correlation analysis data

singleClassOrder

Order axis variables

Objects exported from other packages

model_response_variables

Model term names

mapping_swap_x_y

Swap x and y mapping

Plots the lowertriangle and density plots of the scatter plot matrix.

Multiple time series

View GGally vignettes

wrap_fn_with_param_arg

Wrap a function with different parameter values

Network plot map overlay

Insert a plot into a ggmatrix object

twitter_spambots

Twitter spambots

Plot matrix of statistical model diagnostics

remove_color_unless_equal

Remove colour mapping unless found in select mapping keys

require_namespaces

Loads package namespaces

Check if object is a date

Is Blank Plot? Find out if the plot equals a blank plot

Rearrange dataset as the preparation of ggscatmat function

v1_ggmatrix_theme

Modify a ggmatrix object by adding an ggplot2 object to all

Add reference boxes around each cell of the glyphmap.

Evaluate data column

Broomify a model

RColorBrewer Set1 colors

GGally: Extension to 'ggplot2'

Add reference lines for each cell of the glyphmap.

add_and_overwrite_aes

column_is_character

Get vector of variable types from data frame

australia_PISA2012

Programme for International Student Assessment (PISA) 2012 Data for Australia

Yearly batting records for all major league baseball players

Function switch

Subset a ggmatrix object

ggally_autopoint

Scatterplot for continuous and categorical variables

Modify a ggmatrix object by adding an ggplot2 object to all plots

Historical data used for classification examples.

get_x_axis_labels

Get x axis labels

Find plot types