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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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Install

install.packages('GGally')

Monthly Downloads

87,611

Version

1.5.0

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

March 25th, 2020

Functions in GGally (1.5.0)

ggally_facetbar

Plots the Bar Plots Faceted by Conditional Variable

ggcoef - Plot Model Coefficients with broom and ggplot2

Add reference lines for each cell of the glyphmap.

Function switch

ggcorr - Plot a correlation matrix with ggplot2

Multiple Time Series

Plots the Scatter Plot

ggally_facetdensity

Plots the density plots by faceting

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

ggally_nostic_cooksd

ggnostic - Cook's distance

ggally_nostic_hat

ggnostic - leverage points

ggally_nostic_line

ggnostic -background line with geom

Plots a mosaic plot

Add reference boxes around each cell of the glyphmap.

ggally_facetdensitystrip

Plots a density plot with facets or a tile plot with facets

ggally_diagAxis

Internal Axis Labeling Plot for ggpairs

australia_PISA2012

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

Plot only legend of plot function

get_x_axis_labels

Get x axis labels

ggally_densityDiag

Plots the Density Plots by Using Diagonal

Create the data needed to generate a glyph plot.

ggally_nostic_resid

ggnostic - residuals

ggmatrix - A ggplot2 Matrix

Grab the legend and print it as a plot

Plots the Scatter Density Plot

mapping_color_to_fill

Aesthetic Mapping Color Fill

Check if plot is horizontal

ggally_nostic_se_fit

ggnostic - fitted value standard error

Glyph plot class

ggally_denstrip

Plots a tile plot with facets

Print ggmatrix object

Plots the Bar Plots by Using Diagonal

ggnetworkmap - Plot a network with ggplot2 suitable for overlay on a ggmap:: map ggplot, or other ggplot

ggally_dot_and_box

Plots either Box Plot or Dot Plots

Check if object is a date

plotting_data_type

Get plotting data type

ggfacet - single ggplot2 plot matrix with facet_grid

Plots the Box Plot with Dot

ggally_nostic_sigma

ggnostic - leave one out model sigma

Sample skewness

ggmatrix structure

Plots the Scatter Plot with Smoothing

ggscatmat - a traditional scatterplot matrix for purely quantitative variables

ggnet - Plot a network with ggplot2

ggally_nostic_std_resid

ggnostic - standardized residuals

model_response_variables

Model term names

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

ggally_facethist

Plots the Histograms by Faceting

wrap_fn_with_param_arg

Wrap a function with different parameter values

v1_ggmatrix_theme

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

ggmatrix_gtable

Print ggmatrix object

singleClassOrder

Order axis variables

Data from the Data Expo JSM 2006.

ggnet2 - Plot a network with ggplot2

require_namespaces

Loads package namespaces

scatmat - plot the lowertriangle plots and density plots of the scatter plot matrix.

ggmatrix_progress

ggmatrix default progress bar

lowertriangle - rearrange dataset as the preparation of ggscatmat function

Survival curves with ggplot2

Find order of variables

print_if_interactive

Print if not CRAN

ggduo - A ggplot2 generalized pairs plot for two columns sets of a data.frame

UCLA canonical correlation analysis data

ggnostic - Plot matrix of statistical model diagnostics

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

Rescaling functions

ggpairs - A ggplot2 generalized pairs plot

ggparcoord - A ggplot2 Parallel Coordinate Plot

twitter_spambots

Twitter spambots

mapping_swap_x_y

Swap x and y mapping

uppertriangle - rearrange dataset as the preparation of ggscatmat function

United Kingdom Pig Production

RColorBrewer Set1 colors

Historical data used for classification examples.

Find Plot Types

Evaluate data column

Broomify a model

column_is_character

Get vector of variable types from data frame

add_and_overwrite_aes

Plots the Box Plot

Correlation from the Scatter Plot