Help for package ggstar

Title:

Multiple Geometric Shape Point Layer for 'ggplot2'

Version:

1.0.6

Description:

To create the multiple polygonal point layer for easily discernible shapes, we developed the package, it is like the 'geom_point' of 'ggplot2'. It can be used to draw the scatter plot.

Depends:

R (≥ 3.5)

Imports:

grid, utils, ggplot2, scales, gridExtra, cli, rlang, ggiraph (≥ 0.9.1)

Suggests:

knitr, markdown, rmarkdown, prettydoc, purrr

License:

Artistic-2.0

Encoding:

UTF-8

URL:

https://github.com/xiangpin/ggstar/

BugReports:

https://github.com/xiangpin/ggstar/issues

VignetteBuilder:

knitr

RoxygenNote:

7.3.2

NeedsCompilation:

Packaged:

2025-09-19 01:44:49 UTC; xushuangbin

Author:

Shuangbin Xu

[aut, cre]

Maintainer:

Shuangbin Xu <xshuangbin@163.com>

Repository:

CRAN

Date/Publication:

2025-09-19 05:10:16 UTC

ggproto classes for ggiraph

Description

ggproto classes for ggiraph

GeomStar

Description

GeomStar

Author(s)

Shuangbin Xu

Key drawing functions

Description

Each Geom has an associated function that draws the key when the geom needs to be displayed in a legend. These are the options built into ggplot2.

Usage

draw_key_star(data, params, size)

Arguments

data

A single row data frame containing the scaled aesthetics to display in this key

params

A list of additional parameters supplied to the geom.

size

Width and height of key in mm.

Value

A grid grob.

Star layer

Description

geom_star provides the multiple geometric shape to create scatter plot or other point plot, it is like the 'geom_point' of 'ggplot2'. Note: the 'left-triangle' (17, 19) and 'right-triangle' (18, 20) are developed to plot the 'triangle-heatmap'. Their centers are not in their internal, but the center of hypotenuse.

Usage

geom_star(
  mapping = NULL,
  data = NULL,
  na.rm = FALSE,
  stat = "identity",
  position = "identity",
  show.legend = NA,
  inherit.aes = TRUE,
  ...
)

Arguments

mapping

Set of aesthetic mappings created by aes(). If specified and inherit.aes = TRUE (the default), it is combined with the default mapping at the top level of the plot. You must supply mapping if there is no plot mapping.

data

The data to be displayed in this layer. There are three options:

If NULL, the default, the data is inherited from the plot data as specified in the call to ggplot().

A data.frame, or other object, will override the plot data. All objects will be fortified to produce a data frame. See fortify() for which variables will be created.

A function will be called with a single argument, the plot data. The return value must be a data.frame, and will be used as the layer data. A function can be created from a formula (e.g. ~ head(.x, 10)).

na.rm

If 'FALSE', the default, missing values are removed with a warning. If 'TRUE', missing values are silently removed.

stat

The statistical transformation to use on the data for this layer. When using a ⁠geom_*()⁠ function to construct a layer, the stat argument can be used to override the default coupling between geoms and stats. The stat argument accepts the following:

A Stat ggproto subclass, for example StatCount.
A string naming the stat. To give the stat as a string, strip the function name of the stat_ prefix. For example, to use stat_count(), give the stat as "count".
For more information and other ways to specify the stat, see the layer stat documentation.

position

A position adjustment to use on the data for this layer. This can be used in various ways, including to prevent overplotting and improving the display. The position argument accepts the following:

The result of calling a position function, such as position_jitter(). This method allows for passing extra arguments to the position.
A string naming the position adjustment. To give the position as a string, strip the function name of the position_ prefix. For example, to use position_jitter(), give the position as "jitter".
For more information and other ways to specify the position, see the layer position documentation.

show.legend

logical. Should this layer be included in the legends? NA, the default, includes if any aesthetics are mapped. FALSE never includes, and TRUE always includes. It can also be a named logical vector to finely select the aesthetics to display. To include legend keys for all levels, even when no data exists, use TRUE. If NA, all levels are shown in legend, but unobserved levels are omitted.

inherit.aes

If FALSE, overrides the default aesthetics, rather than combining with them. This is most useful for helper functions that define both data and aesthetics and shouldn't inherit behaviour from the default plot specification, e.g. annotation_borders().

...

Other arguments passed on to layer.

Details

Aesthetics geom_star understands the following aesthetics. Required aesthetics are displayed in bold and defaults are displayed for optional aesthetics:

x.
y.
starshape the shape of point, default is 1 (star shape).
starstroke control the thickness of margin of point, default is 0.5.
size the size of point, default is 1.5.
colour the colour of margin, default is 'black'.
fill the colour of fill, default is NA.
alpha the transparency of fill, default is 1.
angle control the angle of rotation of point, default is 0.
subset subset the data frame which meet conditions to display.

Value

polygonal point layer

Author(s)

Shuangbin Xu

Examples

library(ggplot2)
p <- ggplot(iris, aes(x=Sepal.Length, 
                      y=Sepal.Width, 
                      starshape=Species)) + 
     geom_star(size=4)
p

Create interactive star points

Description

The geometry is based on [geom_star()]. See the documentation for those functions for more details.

Usage

geom_star_interactive(...)

Arguments

...

Examples

library(ggplot2)
library(ggiraph)
p <- ggplot(iris, aes(x=Sepal.Length,
                      y=Sepal.Width,
                      fill = Species,
                      starshape = Species,
                      tooltip = Species)
     ) +
     geom_star_interactive(size=3)
girafe(ggobj=p)

Create your own discrete scale

Description

Create your own discrete scale

Usage

scale_starshape_manual(..., values, aesthetic = "starshape")

scale_angle_manual(..., values, aesthetic = "angle")

Arguments

...

Arguments passed on to ggplot2::discrete_scale

scale_name

The name of the scale that should be used for error messages associated with this scale.

palette

A palette function that when called with a single integer argument (the number of levels in the scale) returns the values that they should take (e.g., scales::pal_hue()).

name

The name of the scale. Used as the axis or legend title. If waiver(), the default, the name of the scale is taken from the first mapping used for that aesthetic. If NULL, the legend title will be omitted.

breaks

One of:

NULL for no breaks
waiver() for the default breaks (the scale limits)
A character vector of breaks
A function that takes the limits as input and returns breaks as output. Also accepts rlang lambda function notation.

minor_breaks

One of:

NULL for no minor breaks
waiver() for the default breaks (none for discrete, one minor break between each major break for continuous)
A numeric vector of positions
A function that given the limits returns a vector of minor breaks. Also accepts rlang lambda function notation. When the function has two arguments, it will be given the limits and major break positions.

labels

One of the options below. Please note that when labels is a vector, it is highly recommended to also set the breaks argument as a vector to protect against unintended mismatches.

NULL for no labels
waiver() for the default labels computed by the transformation object
A character vector giving labels (must be same length as breaks)
An expression vector (must be the same length as breaks). See ?plotmath for details.
A function that takes the breaks as input and returns labels as output. Also accepts rlang lambda function notation.

limits

One of:

NULL to use the default scale values
A character vector that defines possible values of the scale and their order
A function that accepts the existing (automatic) values and returns new ones. Also accepts rlang lambda function notation.

na.translate

Unlike continuous scales, discrete scales can easily show missing values, and do so by default. If you want to remove missing values from a discrete scale, specify na.translate = FALSE.

na.value

If na.translate = TRUE, what aesthetic value should the missing values be displayed as? Does not apply to position scales where NA is always placed at the far right.

drop

Should unused factor levels be omitted from the scale? The default, TRUE, uses the levels that appear in the data; FALSE includes the levels in the factor. Please note that to display every level in a legend, the layer should use show.legend = TRUE.

guide

A function used to create a guide or its name. See guides() for more information.

call

The call used to construct the scale for reporting messages.

super

The super class to use for the constructed scale

values

a set of aesthetic values to map data values to. If this is a named vector, then the values will be matched based on the names. If unnamed, values will be matched in order (usually alphabetical) with the limits of the scale. Any data values that don't match will be given 'na.value'.

aesthetic

The names of the aesthetics that this scale works with.

Value

starshape scale constructor

Scales for starshapes, aka glyphs

Description

‘scale_starshape' maps discrete variables to nine easily discernible shapes (’starshapes'). If you have more than 9 levels, you will get a warning message, and the seventh and subsequence levels will not appear on the plot. Use [scale_starshape_manual()] to supply your own values. You can not map a continuous variable to shape.

Usage

scale_starshape(..., default = TRUE)

Arguments

...

Arguments passed on to ggplot2::discrete_scale

aesthetics

The names of the aesthetics that this scale works with.

palette

A palette function that when called with a single integer argument (the number of levels in the scale) returns the values that they should take (e.g., scales::pal_hue()).

name

breaks

One of:

NULL for no breaks
waiver() for the default breaks (the scale limits)
A character vector of breaks
A function that takes the limits as input and returns breaks as output. Also accepts rlang lambda function notation.

minor_breaks

One of:

NULL for no minor breaks
waiver() for the default breaks (none for discrete, one minor break between each major break for continuous)
A numeric vector of positions
A function that given the limits returns a vector of minor breaks. Also accepts rlang lambda function notation. When the function has two arguments, it will be given the limits and major break positions.

labels

One of the options below. Please note that when labels is a vector, it is highly recommended to also set the breaks argument as a vector to protect against unintended mismatches.

NULL for no labels
waiver() for the default labels computed by the transformation object
A character vector giving labels (must be same length as breaks)
An expression vector (must be the same length as breaks). See ?plotmath for details.
A function that takes the breaks as input and returns labels as output. Also accepts rlang lambda function notation.

limits

One of:

NULL to use the default scale values
A character vector that defines possible values of the scale and their order
A function that accepts the existing (automatic) values and returns new ones. Also accepts rlang lambda function notation.

na.translate

Unlike continuous scales, discrete scales can easily show missing values, and do so by default. If you want to remove missing values from a discrete scale, specify na.translate = FALSE.

na.value

If na.translate = TRUE, what aesthetic value should the missing values be displayed as? Does not apply to position scales where NA is always placed at the far right.

drop

guide

A function used to create a guide or its name. See guides() for more information.

call

The call used to construct the scale for reporting messages.

super

The super class to use for the constructed scale

default

should the starshapes be default?

Use values without scaling for ggstar

Description

Use values without scaling for ggstar

Usage

scale_starshape_identity(..., guide = "none")

Arguments

...

Arguments passed on to ggplot2::continuous_scale

aesthetics

The names of the aesthetics that this scale works with.

scale_name

The name of the scale that should be used for error messages associated with this scale.

palette

A palette function that when called with a numeric vector with values between 0 and 1 returns the corresponding output values (e.g., scales::pal_area()).

name

breaks

One of:

NULL for no breaks
waiver() for the default breaks computed by the transformation object
A numeric vector of positions
A function that takes the limits as input and returns breaks as output (e.g., a function returned by scales::extended_breaks()). Note that for position scales, limits are provided after scale expansion. Also accepts rlang lambda function notation.

minor_breaks

One of:

NULL for no minor breaks
waiver() for the default breaks (none for discrete, one minor break between each major break for continuous)
A numeric vector of positions
A function that given the limits returns a vector of minor breaks. Also accepts rlang lambda function notation. When the function has two arguments, it will be given the limits and major break positions.

n.breaks

An integer guiding the number of major breaks. The algorithm may choose a slightly different number to ensure nice break labels. Will only have an effect if breaks = waiver(). Use NULL to use the default number of breaks given by the transformation.

labels

One of the options below. Please note that when labels is a vector, it is highly recommended to also set the breaks argument as a vector to protect against unintended mismatches.

NULL for no labels
waiver() for the default labels computed by the transformation object
A character vector giving labels (must be same length as breaks)
An expression vector (must be the same length as breaks). See ?plotmath for details.
A function that takes the breaks as input and returns labels as output. Also accepts rlang lambda function notation.

limits

One of:

NULL to use the default scale range
A numeric vector of length two providing limits of the scale. Use NA to refer to the existing minimum or maximum
A function that accepts the existing (automatic) limits and returns new limits. Also accepts rlang lambda function notation. Note that setting limits on positional scales will remove data outside of the limits. If the purpose is to zoom, use the limit argument in the coordinate system (see coord_cartesian()).

rescaler

A function used to scale the input values to the range [0, 1]. This is always scales::rescale(), except for diverging and n colour gradients (i.e., scale_colour_gradient2(), scale_colour_gradientn()). The rescaler is ignored by position scales, which always use scales::rescale(). Also accepts rlang lambda function notation.

oob

One of:

Function that handles limits outside of the scale limits (out of bounds). Also accepts rlang lambda function notation.
The default (scales::censor()) replaces out of bounds values with NA.
scales::squish() for squishing out of bounds values into range.
scales::squish_infinite() for squishing infinite values into range.

expand

For position scales, a vector of range expansion constants used to add some padding around the data to ensure that they are placed some distance away from the axes. Use the convenience function expansion() to generate the values for the expand argument. The defaults are to expand the scale by 5% on each side for continuous variables, and by 0.6 units on each side for discrete variables.

na.value

Missing values will be replaced with this value.

transform

For continuous scales, the name of a transformation object or the object itself. Built-in transformations include "asn", "atanh", "boxcox", "date", "exp", "hms", "identity", "log", "log10", "log1p", "log2", "logit", "modulus", "probability", "probit", "pseudo_log", "reciprocal", "reverse", "sqrt" and "time".

A transformation object bundles together a transform, its inverse, and methods for generating breaks and labels. Transformation objects are defined in the scales package, and are called ⁠transform_<name>⁠. If transformations require arguments, you can call them from the scales package, e.g. scales::transform_boxcox(p = 2). You can create your own transformation with scales::new_transform().

trans

Deprecated in favour of transform.

position

For position scales, The position of the axis. left or right for y axes, top or bottom for x axes.

call

The call used to construct the scale for reporting messages.

super

The super class to use for the constructed scale

guide

Guide to use for this scale. Defaults to '"none"'.

Value

identical (default) starshape scale constructor

Create interactive scales for ggstar shapes

Description

These scales are based on [scale_starshape], [scale_starshape_manual], [scale_starshape_discrete] see the document for those function for more details

Usage

scale_starshape_interactive(...)

scale_starshape_manual_interactive(...)

scale_starshape_discrete_interactive(...)

Arguments

...

arguments passed to base function, plus any of the [interactive_parameters].

Examples

library(ggplot2)
library(ggiraph)
iris$id <- seq(nrow(iris)) 
sps <- as.character(unique(iris$Species))
names(sps) <- sps
p <- ggplot(iris, aes(x=Sepal.Length,
                      y=Sepal.Width,
                      fill = Species,
                      starshape = Species,
                      tooltip = Species,
                      data_id = id
                     )
     ) +
     geom_star_interactive(size=2.5, alpha=.8) +
     scale_starshape_manual_interactive(
       values = c(1, 12, 15),
       tooltip = sps,
       data_id = sps,
     )
girafe(ggobj=p)

Show the total star shapes

Description

Show the total star shapes

Usage

show_starshapes(...)

Arguments

...

Value

gg object

Author(s)

Shuangbin Xu

Examples

p <- show_starshapes()
p

starshape palette (discrete)

Description

starshape palette (discrete)

Usage

starshape_pal(default = TRUE)

Arguments

default

should starshapes be reorder (1, 13, 15, 11, 12, 14, 29, 2, 27) or not?

ggproto classes for ggiraph

Description

GeomStar

Description

Author(s)

Key drawing functions

Description

Usage

Arguments

Value

Star layer

Description

Usage

Arguments

Details

Value

Author(s)

Examples

Create interactive star points

Description

Usage

Arguments

Examples

Create your own discrete scale

Description

Usage

Arguments

Value

Scales for starshapes, aka glyphs

Description

Usage

Arguments

Use values without scaling for ggstar

Description

Usage

Arguments

Value

See Also

Create interactive scales for ggstar shapes

Description

Usage

Arguments

Examples

Show the total star shapes

Description

Usage

Arguments

Value

Author(s)

Examples

starshape palette (discrete)

Description

Usage

Arguments