Learn R Programming

⚠️There's a newer version (2025.10.17) of this package.Take me there.

animint2 (version 2023.3.14)

Animated Interactive Grammar of Graphics

Description

Functions are provided for defining animated, interactive data visualizations in R code, and rendering on a web page. The 2018 Journal of Computational and Graphical Statistics paper, describes the concepts implemented.

Copy Link

Version

Install

install.packages('animint2')

Monthly Downloads

705

Version

2023.3.14

License

GPL-3

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/tdhock/animint2

Maintainer

Toby Hocking

Last Published

March 14th, 2023

Functions in animint2 (2023.3.14)

Given a character vector, create a set of identity mappings

addSSandCSasAesthetics

Add the showSelected/clickSelects params to the aesthetics mapping

Define aesthetic mappings from strings, or quoted calls and formulas.

Modify properties of an element in a theme object

addShowSelectedForLegend

Add a showSelected aesthetic if legend is specified

Define aesthetic mappings.

Tornadoes in the United States from 1950 to 2012

Demographics by country from 1960 to 2012

aes_linetype_size_shape

Differentiation related aesthetics: linetype, size, shape

Compile and render an animint in a local directory.

aes_colour_fill_alpha

Colour related aesthetics: colour, fill and alpha

Automatic aesthetic mapping

Create an annotation layer.

Shiny ui output function

animint2-gganimintproto

Base gganimintproto classes for ggplot2

Create an animint

annotation_custom

Annotation: Custom grob.

Annotation: maps.

annotation_raster

Annotation: High-performance rectangular tiling.

annotation_logticks

Annotation: log tick marks

Position related aesthetics: x, y, xmin, xmax, ymin, ymax, xend, yend

Create a layer of map borders.

checkForSSandCSasAesthetics

Check if showSelected and clickSelects have been used as aesthetics as in old syntax. If yes, raise error

checkExtraParams

Check extra_params argument for duplicates, non-named list

The breakpointError of simulated signals

as.list.gganimintproto

Convert a gganimintproto object to a list

Convert a list of ggplots to an interactive animation and post files as a gist

Calculate the element properties, by inheriting properties from its parents

checkAnimationTimeVar

Check animation variable for errors

Cartesian coordinates with fixed relationship between x and y scales.

Flipped cartesian coordinates.

Create a complete ggplot appropriate to a particular data type

checkPlotForAnimintExtensions

Performs error checking on the plot for animint extensions

Check plot.list for errors

Polar coordinates.

Prices of 50,000 round cut diamonds

Cut up numeric vector into useful groups.

Expand the plot limits with data.

Coerce to labeller function

Facet specification.

Transformed cartesian coordinate system.

Theme element: rectangle.

Theme element: text.

Lines: horizontal, vertical, and specified by slope and intercept.

generation.loci

Evolution simulation

Facet specification: a single panel.

Lay out panels in a grid.

checkSingleShowSelectedValue

Issue warnings for non interactive plots where there is only one showSelected value

Benchmark plot creation time. Broken down into construct, build, render and draw times.

Supplement the data fitted to a linear model with model fit statistics.

Fortify method for map objects.

Filter out columns that do not need to be copied

continuous_scale

Continuous scale constructor.

Map projections.

Munch coordinates data

coord_cartesian

Cartesian coordinates.

Discrete scale constructor.

Wrap a 1d ribbon of panels into 2d.

Generate grid grob from theme element

Theme element: line.

format.gganimintproto

Format a gganimintproto object

Display a smooth density estimate.

Count the number of observations at each location.

US economic time series.

Blank, draws nothing.

Fortify method for classes from the sp package.

Theme element: blank. This theme element draws nothing, and assigns no space

Hexagon binning.

Horizontal error bars

Learn the layout of panels within a plot.

Key drawing functions

Display contours of a 3d surface in 2d.

Bars, rectangles with bases on x-axis

2d density estimate of Old Faithful data

geom_density_2d

Contours from a 2d density estimate.

Fortify a model with data.

Add heatmap of 2d bin counts.

Vertical intervals: lines, crossbars & errorbars.

Marginal rug plots.

Points, jittered to reduce overplotting.

Histograms and frequency polygons.

Polygon, a filled path.

Polygons from a reference map.

Line segments and curves.

Ribbons and area plots.

Points, as for a scatterplot

Connect observations.

Gives a unique name to each layer in saveLayer

Textual annotations.

Draw rectangles.

ggplot2 geom with xmin and xmax aesthetics that covers the entire y range, useful for clickSelects background elements.

Add a smoothed conditional mean.

Save the common columns for each tsv to one chunk

ggplot2 geom with ymin and ymax aesthetics that covers the entire x range, useful for clickSelects background elements.

Get all parameters for a layer

A line segment parameterised by location, direction and distance.

Create a new gganimintproto object

Create a new ggplot plot.

Build ggplot for rendering.

Generate a ggplot2 plot grob.

Function to get legend information from ggplot

Function to get legend information for each scale

Add a new component to a ggplot or theme object.

Give a deprecation error, warning, or message, depending on version number.

Function to process text size with different types of unit

getUniqueAxisLabels

Get unique axis labels for the plot

guide_colourbar

Continuous colour bar guide.

Interval regression

Is this object a coordinate system?

Save a ggplot (or other grid object) with sensible defaults

graphical-units

Graphical units

Build a plot with all the usual bits and pieces.

Wrap up a selection of summary functions from Hmisc to make it easy to use with stat_summary.

Set guides for each scale.

Backquoted labeller

Generic labeller function for facets

Reports whether x is a rel object

Reports whether x is a ggplot object

Labeller functions

Make a clickSelects geom_tallrect that completely tiles the x range. This makes it easy to construct tallrects for the common case of selecting a particular x value.

Change axis labels, legend titles, plot title/subtitle and below-plot caption.

Is this object a facetting specification?

is.gganimintproto

Is an object a gganimintproto object?

make_tallrect_or_widerect

Make a clickSelects geom_widerect or geom_tallrect that completely tiles the x or y range. This function is used internally by make_tallrect or make_widerect, which are more user-friendly.

Convenience function for an interactive bar that might otherwise be created using stat_summary(geom="bar").

colors() in Luv space.

Check if character is an RGB hexadecimal color value

issueSelectorWarnings

Issue warnings for selectors

knit_print.animint

Insert an interactive animation into an R markdown document using a customized print method.

Generate correct scale type for specified limits

Convenience functions to set the axis limits.

Create a data frame of map data.

Define margins.

position_identity

Don't adjust position

Merge a list of data frames.

Calculate mean and standard errors on either side.

Midwest demographics.

Fuel economy data from 1999 and 2008 for 38 popular models of car

Convenvience function for a showSelected plot label.

Create an animint output element

Compute the "resolution" of a data vector.

Split data set into chunks and save them to separate files.

position_jitter

Jitter points to avoid overplotting.

print.gganimintplot

Draw plot on current graphics device.

position_jitterdodge

Adjust position by simultaneously dodging and jittering

Make a clickSelects geom_widerect that completely tiles the y range. This makes it easy to construct widerects for the common case of selecting a particular y value.

Reports whether x is a theme object

Create a new layer

Retrieve the last plot to be modified or created.

Convert a ggplot to a list.

Adjust position by dodging overlaps to the side.

An updated and expanded version of the mammals sleep dataset.

Relative sizing for theme elements

Convenience function to remove missing values from a data.frame

Objects exported from other packages

Terms of 11 presidents from Eisenhower to Obama.

print.gganimintproto

Print a gganimintproto object

Position scale, date & date times

scale_x_discrete

Discrete position.

Stack overlapping objects on top of one another.

Environment to store meta data

Convert pt value to lines

Scale for line patterns.

Create your own discrete scale.

scale_colour_gradient

Smooth gradient between two colours

scale_colour_grey

Sequential grey colour scale.

scale_colour_brewer

Sequential, diverging and qualitative colour scales from colorbrewer.org

scale_continuous

Continuous position scales (x & y).

Used in examples to illustrate when errors should occur.

Split data.frame into recursive list of data.frame.

Scale for shapes, aka glyphs.

Set plot width and height for all plots

Separate .variable/.value selectors

Scale size (area or radius).

Superimpose a function.

Set theme elements

Plot data ellipses.

Empirical Cumulative Density Function

scale_size_animint

Scale point sizes using circle area, but specifying the radius in pixels.

Use values without scaling.

Identity statistic.

Remove duplicates.

scale_colour_hue

Qualitative colour scale with evenly spaced hues.

stat_summary_2d

Bin and summarise in 2d (rectangle & hexagons)

stat_summary_bin

Summarise y values at unique/binned x x.

Calculation for quantile-quantile plot.

theme for passing animint specific params

update_geom_defaults

Modify geom/stat aesthetic defaults for future plots

Vector field of seal movements.

summary.gganimintplot

Displays a useful description of a ggplot object

translate_qplot_lattice

Translating between qplot and lattice

Get, set and update themes.

Convert R colors to RGB hexadecimal color values

Train position scales with data

A waiver object.

World population by subcontinent

Update axis/legend labels

Extract subset for each data.frame in a list of data.frame

Housing sales in TX.

Flip axes in case of coord_flip Switches column names. Eg. xmin to ymin, yntercept to xintercept etc.

transform_shape

Function to transform R shapes into d3 shapes...

The zero grob draws nothing and has zero size.

translate_qplot_ggplot

Translating between qplot and ggplot

transform_position

Convenience function to transform all position variables.