Title: |
Make Treemap Bar Charts with 'ggplot2' |
Version: |
0.1.0 |
Description: |
Provides 'ggplot2' geoms analogous to 'geom_col()' and 'geom_bar()'
that allow for treemaps using 'treemapify' nested within each bar segment.
Also provides geometries for subgroup bordering and text annotation. |
License: |
GPL (≥ 3) |
Encoding: |
UTF-8 |
RoxygenNote: |
7.3.2 |
Imports: |
grid, ggplot2, treemapify, ggfittext, dplyr, cli |
URL: |
https://github.com/hrryt/ggtreebar,
https://hrryt.github.io/ggtreebar/ |
BugReports: |
https://github.com/hrryt/ggtreebar/issues |
Depends: |
R (≥ 4.1.0) |
NeedsCompilation: |
no |
Packaged: |
2025-05-14 12:13:48 UTC; harry |
Author: |
Harry Thompson [aut, cre, cph] |
Maintainer: |
Harry Thompson <harry@mayesfield.uk> |
Repository: |
CRAN |
Date/Publication: |
2025-05-16 10:00:01 UTC |
ggtreebar: Make Treemap Bar Charts with 'ggplot2'
Description
Provides 'ggplot2' geoms analogous to 'geom_col()' and 'geom_bar()' that allow for treemaps using 'treemapify' nested within each bar segment. Also provides geometries for subgroup bordering and text annotation.
Author(s)
Maintainer: Harry Thompson harry@mayesfield.uk [copyright holder]
See Also
Useful links:
Treemap Bar Charts
Description
ggplot2
geoms analogous to ggplot2::geom_bar()
and ggplot2::geom_col()
that allow for treemaps like with treemapify::geom_treemap()
nested within each bar segment.
Usage
geom_treebar(
mapping = NULL,
data = NULL,
stat = "count",
position = "stack",
na.rm = FALSE,
show.legend = NA,
inherit.aes = TRUE,
fixed = NULL,
layout = "squarified",
start = "bottomleft",
...
)
geom_treecol(
mapping = NULL,
data = NULL,
stat = "identity",
position = "stack",
na.rm = FALSE,
show.legend = NA,
inherit.aes = TRUE,
fixed = NULL,
layout = "squarified",
start = "bottomleft",
...
)
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) ).
|
stat |
Override the default connection between geom_treebar() and
stat_count() .
|
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.
|
na.rm |
If FALSE , the default, missing values are removed with
a warning. If TRUE , missing values are silently removed.
|
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.
|
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. borders() .
|
fixed |
Deprecated. Use layout = "fixed" instead. Will be removed in
later versions.
|
layout |
The layout algorithm, one of either 'squarified' (the
default), 'scol', 'srow' or 'fixed'. See Details for full details on the
different layout algorithms.
|
start |
The corner in which to start placing the tiles. One of
'bottomleft' (the default), 'topleft', 'topright' or 'bottomright'.
|
... |
Other arguments passed on to layer() 's params argument. These
arguments broadly fall into one of 4 categories below. Notably, further
arguments to the position argument, or aesthetics that are required
can not be passed through ... . Unknown arguments that are not part
of the 4 categories below are ignored.
Static aesthetics that are not mapped to a scale, but are at a fixed
value and apply to the layer as a whole. For example, colour = "red"
or linewidth = 3 . The geom's documentation has an Aesthetics
section that lists the available options. The 'required' aesthetics
cannot be passed on to the params . Please note that while passing
unmapped aesthetics as vectors is technically possible, the order and
required length is not guaranteed to be parallel to the input data.
When constructing a layer using
a stat_*() function, the ... argument can be used to pass on
parameters to the geom part of the layer. An example of this is
stat_density(geom = "area", outline.type = "both") . The geom's
documentation lists which parameters it can accept.
Inversely, when constructing a layer using a
geom_*() function, the ... argument can be used to pass on parameters
to the stat part of the layer. An example of this is
geom_area(stat = "density", adjust = 0.5) . The stat's documentation
lists which parameters it can accept.
The key_glyph argument of layer() may also be passed on through
... . This can be one of the functions described as
key glyphs, to change the display of the layer in the legend.
|
Details
data
is split by all aesthetics except for the subgroup
aesthetics.
A treemap is then drawn using treemapify::treemapify()
from each section
of the data
, inheriting its aesthetics, and using the subgroup
aesthetics
to determine hierarchy.
Value
A ggplot2::layer()
.
Aesthetics
geom_treebar()
understands the following aesthetics
(required aesthetics are in bold):
-
x
-
y
-
alpha
-
colour
-
fill
-
linetype
-
linewidth
-
subgroup
-
subgroup2
-
subgroup3
geom_treecol()
understands the following aesthetics
(required aesthetics are in bold):
-
x
-
y
-
alpha
-
colour
-
fill
-
linetype
-
linewidth
-
subgroup
-
subgroup2
-
subgroup3
Learn more about setting these aesthetics in vignette("ggplot2-specs")
.
stat_count()
understands the following aesthetics
(required aesthetics are in bold):
Learn more about setting these aesthetics in vignette("ggplot2-specs")
.
Computed variables
These are calculated by the 'stat' part of layers and can be accessed with
delayed evaluation.
See Also
geom_treebar_subgroup_border()
, geom_treebar_subgroup_text()
.
Examples
library(ggplot2)
ggplot(diamonds, aes(clarity, fill = cut, subgroup = color)) +
geom_treebar()
ggplot(diamonds, aes(y = cut, fill = color, subgroup = clarity)) +
geom_treebar(position = "dodge")
Subgroup Borders for Treemap Bar Charts
Description
Add borders to subgroups of a treemap bar chart generated by
geom_treebar()
or geom_treecol()
.
Usage
geom_treebar_subgroup_border(
mapping = NULL,
data = NULL,
stat = "count",
position = "stack",
na.rm = FALSE,
show.legend = NA,
inherit.aes = TRUE,
fixed = NULL,
layout = "squarified",
start = "bottomleft",
level = "subgroup",
...
)
geom_treecol_subgroup_border(
mapping = NULL,
data = NULL,
stat = "identity",
position = "stack",
na.rm = FALSE,
show.legend = NA,
inherit.aes = TRUE,
fixed = NULL,
layout = "squarified",
start = "bottomleft",
level = "subgroup",
...
)
geom_treebar_subgroup2_border(...)
geom_treecol_subgroup2_border(...)
geom_treebar_subgroup3_border(...)
geom_treecol_subgroup3_border(...)
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) ).
|
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 the 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.
|
na.rm |
If FALSE , the default, missing values are removed with
a warning. If TRUE , missing values are silently removed.
|
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.
|
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. borders() .
|
fixed |
Deprecated. Use layout = 'fixed' instead. Will be removed in
later versions.
|
layout |
The layout algorithm, one of either 'squarified' (the
default), 'scol', 'srow' or 'fixed'. See Details for full details on the
different layout algorithms.
|
start |
The corner in which to start placing the tiles. One of
'bottomleft' (the default), 'topleft', 'topright' or 'bottomright'.
|
level |
One of 'subgroup', 'subgroup2' or 'subgroup3', giving the
subgrouping level for which to draw borders. It is recommended to use the
aliases geom_treemap_subgroup2_border() and geom_treemap_subgroup3_border()
instead of this argument.
|
... |
Other arguments passed on to layer() 's params argument. These
arguments broadly fall into one of 4 categories below. Notably, further
arguments to the position argument, or aesthetics that are required
can not be passed through ... . Unknown arguments that are not part
of the 4 categories below are ignored.
Static aesthetics that are not mapped to a scale, but are at a fixed
value and apply to the layer as a whole. For example, colour = "red"
or linewidth = 3 . The geom's documentation has an Aesthetics
section that lists the available options. The 'required' aesthetics
cannot be passed on to the params . Please note that while passing
unmapped aesthetics as vectors is technically possible, the order and
required length is not guaranteed to be parallel to the input data.
When constructing a layer using
a stat_*() function, the ... argument can be used to pass on
parameters to the geom part of the layer. An example of this is
stat_density(geom = "area", outline.type = "both") . The geom's
documentation lists which parameters it can accept.
Inversely, when constructing a layer using a
geom_*() function, the ... argument can be used to pass on parameters
to the stat part of the layer. An example of this is
geom_area(stat = "density", adjust = 0.5) . The stat's documentation
lists which parameters it can accept.
The key_glyph argument of layer() may also be passed on through
... . This can be one of the functions described as
key glyphs, to change the display of the layer in the legend.
|
Details
These functions take the same aesthetic mappings as geom_treebar()
and
geom_treecol()
, and are to be used in conjunction with them, ensuring that
arguments like position
match where supplied.
Value
A ggplot2::layer()
.
See Also
geom_treebar()
, geom_treebar_subgroup_text()
.
Examples
library(ggplot2)
ggplot(diamonds, aes(y = clarity, fill = color, subgroup = color, subgroup2 = cut)) +
geom_treebar(position = "dodge") +
geom_treebar_subgroup_border(position = "dodge", linewidth = 2)
Subgroup Text Labels for Treemap Bar Charts
Description
Add text labels to subgroups of a treemap bar chart generated by
geom_treebar()
or geom_treecol()
.
Usage
geom_treebar_subgroup_text(
mapping = NULL,
data = NULL,
stat = "count",
position = "stack",
na.rm = FALSE,
show.legend = FALSE,
inherit.aes = TRUE,
padding.x = grid::unit(1, "mm"),
padding.y = grid::unit(1, "mm"),
place = "bottom",
min.size = 4,
grow = FALSE,
reflow = FALSE,
fixed = NULL,
layout = "squarified",
start = "bottomleft",
level = "subgroup",
...
)
geom_treecol_subgroup_text(
mapping = NULL,
data = NULL,
stat = "identity",
position = "stack",
na.rm = FALSE,
show.legend = FALSE,
inherit.aes = TRUE,
padding.x = grid::unit(1, "mm"),
padding.y = grid::unit(1, "mm"),
place = "bottom",
min.size = 4,
grow = FALSE,
reflow = FALSE,
fixed = NULL,
layout = "squarified",
start = "bottomleft",
level = "subgroup",
...
)
geom_treebar_subgroup2_text(...)
geom_treecol_subgroup2_text(...)
geom_treebar_subgroup3_text(...)
geom_treecol_subgroup3_text(...)
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) ).
|
stat |
Override the default connection between geom_treebar() and
stat_count() .
|
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.
|
na.rm |
If FALSE , the default, missing values are removed with
a warning. If TRUE , missing values are silently removed.
|
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.
|
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. borders() .
|
padding.x , padding.y |
grid::unit() object, giving horizontal or
vertical padding between text and edge of tile. Defaults to 1 mm.
|
place |
Where inside the box to place the text. Default is bottom ;
other options are topleft , top , topright , etc.
|
min.size |
Minimum font size, in points. If provided, text that would
need to be shrunk below this size to fit the box will not be drawn. Defaults
to 4 pt.
|
grow |
If TRUE , text will be grown as well as shrunk to fill the box.
|
reflow |
If TRUE , text will be reflowed (wrapped) to better fit the
box.
|
fixed |
Deprecated. Use layout = "fixed" instead. Will be removed in
later versions.
|
layout |
The layout algorithm, one of either 'squarified' (the
default), 'scol', 'srow' or 'fixed'. See Details for full details on the
different layout algorithms.
|
start |
The corner in which to start placing the tiles. One of
'bottomleft' (the default), 'topleft', 'topright' or 'bottomright'.
|
level |
One of 'subgroup', 'subgroup2' or 'subgroup3', giving the
subgrouping level for which to draw text labels. It is recommended to use
the aliases geom_treemap_subgroup2_text() and
geom_treemap_subgroup3_text() instead of this argument.
|
... |
Other arguments passed on to layer() 's params argument. These
arguments broadly fall into one of 4 categories below. Notably, further
arguments to the position argument, or aesthetics that are required
can not be passed through ... . Unknown arguments that are not part
of the 4 categories below are ignored.
Static aesthetics that are not mapped to a scale, but are at a fixed
value and apply to the layer as a whole. For example, colour = "red"
or linewidth = 3 . The geom's documentation has an Aesthetics
section that lists the available options. The 'required' aesthetics
cannot be passed on to the params . Please note that while passing
unmapped aesthetics as vectors is technically possible, the order and
required length is not guaranteed to be parallel to the input data.
When constructing a layer using
a stat_*() function, the ... argument can be used to pass on
parameters to the geom part of the layer. An example of this is
stat_density(geom = "area", outline.type = "both") . The geom's
documentation lists which parameters it can accept.
Inversely, when constructing a layer using a
geom_*() function, the ... argument can be used to pass on parameters
to the stat part of the layer. An example of this is
geom_area(stat = "density", adjust = 0.5) . The stat's documentation
lists which parameters it can accept.
The key_glyph argument of layer() may also be passed on through
... . This can be one of the functions described as
key glyphs, to change the display of the layer in the legend.
|
Details
These functions take the same aesthetic mappings as geom_treebar()
and
geom_treecol()
, and are to be used in conjunction with them, ensuring that
arguments like position
match where supplied.
Value
A ggplot2::layer()
.
See Also
geom_treebar()
, geom_treebar_subgroup_border()
.
Examples
library(ggplot2)
ggplot(diamonds, aes(y = clarity, fill = cut, subgroup = color)) +
geom_treebar(position = "dodge") +
geom_treebar_subgroup_text(position = "dodge")