Learn R Programming

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

animint2 (version 2023.6.11)

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

2023.6.11

License

GPL-3

Issues

Pull Requests

Stars

Forks

Repository

https://github.com/tdhock/animint2

Maintainer

Toby Hocking

Last Published

June 14th, 2023

Functions in animint2 (2023.6.11)

aes_linetype_size_shape

Differentiation related aesthetics: linetype, size, shape

Create an annotation layer.

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

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

Create an animint

Automatic aesthetic mapping

Compile and render an animint in a local directory.

aes_colour_fill_alpha

Colour related aesthetics: colour, fill and alpha

Shiny ui output function

Annotation: maps.

annotation_raster

Annotation: High-performance rectangular tiling.

checkExtraParams

Check extra_params argument for duplicates, non-named list

checkForSSandCSasAesthetics

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

animint2-gganimintproto

Base gganimintproto classes for ggplot2

annotation_logticks

Annotation: log tick marks

annotation_custom

Annotation: Custom grob.

Calculate the element properties, by inheriting properties from its parents

coord_cartesian

Cartesian coordinates.

continuous_scale

Continuous scale constructor.

Cut up numeric vector into useful groups.

as.list.gganimintproto

Convert a gganimintproto object to a list

Coerce to labeller function

Check plot.list for errors

checkPlotForAnimintExtensions

Performs error checking on the plot for animint extensions

Prices of 50,000 round cut diamonds

Create a complete ggplot appropriate to a particular data type

Create a layer of map borders.

Generate grid grob from theme element

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

Map projections.

Cartesian coordinates with fixed relationship between x and y scales.

Discrete scale constructor.

generation.loci

Evolution simulation

Flipped cartesian coordinates.

checkAnimationTimeVar

Check animation variable for errors

checkSingleShowSelectedValue

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

The breakpointError of simulated signals

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

Key drawing functions

US economic time series.

Polar coordinates.

Filter out columns that do not need to be copied

Count the number of observations at each location.

Display a smooth density estimate.

2d density estimate of Old Faithful data

Theme element: rectangle.

Theme element: text.

Theme element: line.

Wrap a 1d ribbon of panels into 2d.

Expand the plot limits with data.

Munch coordinates data

format.gganimintproto

Format a gganimintproto object

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

Fortify a model with data.

Blank, draws nothing.

Polygons from a reference map.

Vertical intervals: lines, crossbars & errorbars.

Facet specification.

Fortify method for classes from the sp package.

Learn the layout of panels within a plot.

Polygon, a filled path.

Ribbons and area plots.

Display contours of a 3d surface in 2d.

Facet specification: a single panel.

Lay out panels in a grid.

Fortify method for map objects.

Transformed cartesian coordinate system.

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

Horizontal error bars

Points, jittered to reduce overplotting.

Hexagon binning.

Histograms and frequency polygons.

Add heatmap of 2d bin counts.

Bars, rectangles with bases on x-axis

geom_density_2d

Contours from a 2d density estimate.

Marginal rug plots.

Connect observations.

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

Line segments and curves.

Draw rectangles.

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

Save the common columns for each tsv to one chunk

Generate a ggplot2 plot grob.

Build ggplot for rendering.

Build a plot with all the usual bits and pieces.

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

Create a new gganimintproto object

Check if character is an RGB hexadecimal color value

Create a new ggplot plot.

A line segment parameterised by location, direction and distance.

Add a smoothed conditional mean.

Reports whether x is a rel object

Reports whether x is a ggplot object

Points, as for a scatterplot

Gives a unique name to each layer in saveLayer

Is this object a facetting specification?

getUniqueAxisLabels

Get unique axis labels for the plot

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

Function to process text size with different types of unit

Get all parameters for a layer

Set guides for each scale.

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

Reports whether x is a theme object

Labeller functions

Midwest demographics.

is.gganimintproto

Is an object a gganimintproto object?

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

Merge a list of data frames.

Calculate mean and standard errors on either side.

colors() in Luv space.

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

position_identity

Don't adjust position

Add a new component to a ggplot or theme object.

Textual annotations.

Terms of 11 presidents from Eisenhower to Obama.

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

Stack overlapping objects on top of one another.

Compute the "resolution" of a data vector.

Create an animint output element

position_jitter

Jitter points to avoid overplotting.

Backquoted labeller

graphical-units

Graphical units

Generic labeller function for facets

Convenience functions to set the axis limits.

issueSelectorWarnings

Issue warnings for selectors

knit_print.animint

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

scale_continuous

Continuous position scales (x & y).

Set plot width and height for all plots

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

An updated and expanded version of the mammals sleep dataset.

scale_colour_brewer

Sequential, diverging and qualitative colour scales from colorbrewer.org

Retrieve the last plot to be modified or created.

scale_colour_gradient

Smooth gradient between two colours

Separate .variable/.value selectors

Is this object a coordinate system?

Interval regression

Generate correct scale type for specified limits

Create a new layer

Environment to store meta data

Convert pt value to lines

position_jitterdodge

Adjust position by simultaneously dodging and jittering

Objects exported from other packages

print.gganimintproto

Print a gganimintproto object

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

summary.gganimintplot

Displays a useful description of a ggplot object

scale_colour_grey

Sequential grey colour scale.

scale_size_animint

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

Function to get legend information for each scale

Scale for line patterns.

guide_colourbar

Continuous colour bar guide.

Function to get legend information from ggplot

Vector field of seal movements.

Create your own discrete scale.

Set theme elements

Get, set and update themes.

Scale for shapes, aka glyphs.

Scale size (area or radius).

Identity statistic.

Superimpose a function.

scale_x_discrete

Discrete position.

Position scale, date & date times

Convert R colors to RGB hexadecimal color values

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.

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.

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.

Convenvience function for a showSelected plot label.

Train position scales with data

World population by subcontinent

The zero grob draws nothing and has zero size.

transform_position

Convenience function to transform all position variables.

theme for passing animint specific params

update_geom_defaults

Modify geom/stat aesthetic defaults for future plots

Update axis/legend labels

Convert a ggplot to a list.

Create a data frame of map data.

Define margins.

print.gganimintplot

Draw plot on current graphics device.

Use values without scaling.

Empirical Cumulative Density Function

scale_colour_hue

Qualitative colour scale with evenly spaced hues.

Adjust position by dodging overlaps to the side.

stat_summary_2d

Bin and summarise in 2d (rectangle & hexagons)

Plot data ellipses.

split_recursive

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

stat_summary_bin

Summarise y values at unique/binned x x.

Convenience function to remove missing values from a data.frame

Calculation for quantile-quantile plot.

Relative sizing for theme elements

Remove duplicates.

translate_qplot_ggplot

Translating between qplot and ggplot

transform_shape

Function to transform R shapes into d3 shapes...

Used in examples to illustrate when errors should occur.

translate_qplot_lattice

Translating between qplot and lattice

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

Housing sales in TX.

A waiver object.

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

addShowSelectedForLegend

Add a showSelected aesthetic if legend is specified

Define aesthetic mappings.

addSSandCSasAesthetics

Add the showSelected/clickSelects params to the aesthetics mapping

Demographics by country from 1960 to 2012

Tornadoes in the United States from 1950 to 2012

Modify properties of an element in a theme object

Given a character vector, create a set of identity mappings