Add heatmap of 2d bin counts.
Usage
geom_bin2d(
mapping = NULL,
data = NULL,
stat = "bin2d",
position = "identity",
...,
na.rm = FALSE,
show.legend = NA,
inherit.aes = TRUE
)
stat_bin_2d(
mapping = NULL,
data = NULL,
geom = "tile",
position = "identity",
...,
bins = 30,
binwidth = NULL,
drop = TRUE,
na.rm = FALSE,
show.legend = NA,
inherit.aes = TRUE
)
Arguments
- mapping
Set of aesthetic mappings created by
aes
oraes_
. If specified andinherit.aes = TRUE
(the default), it is combined with the default mapping at the top level of the plot. You must supplymapping
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 toggplot
.A
data.frame
, or other object, will override the plot data. All objects will be fortified to produce a data frame. Seefortify
for which variables will be created.A
function
will be called with a single argument, the plot data. The return value must be adata.frame.
, and will be used as the layer data.- position
Position adjustment, either as a string, or the result of a call to a position adjustment function.
- ...
other arguments passed on to
layer
. These are often aesthetics, used to set an aesthetic to a fixed value, likecolor = "red"
orsize = 3
. They may also be parameters to the paired geom/stat.- na.rm
If
FALSE
(the default), removes missing values with a warning. IfTRUE
silently removes missing values.- show.legend
logical. Should this layer be included in the legends?
NA
, the default, includes if any aesthetics are mapped.FALSE
never includes, andTRUE
always includes.- 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
.- geom, stat
Use to override the default connection between
geom_bin2d
andstat_bin2d
.- bins
numeric vector giving number of bins in both vertical and horizontal directions. Set to 30 by default.
- binwidth
Numeric vector giving bin width in both vertical and horizontal directions. Overrides
bins
if both set.- drop
if
TRUE
removes all cells with 0 counts.
Aesthetics
stat_bin2d
understands the following aesthetics (required aesthetics are in bold):
x
y
fill
See also
stat_binhex
for hexagonal binning
Examples
d <- ggplot(diamonds, aes(x, y)) + xlim(4, 10) + ylim(4, 10)
d + geom_bin2d()
#> Warning: Removed 478 rows containing non-finite values (stat_bin2d).
# You can control the size of the bins by specifying the number of
# bins in each direction:
d + geom_bin2d(bins = 10)
#> Warning: Removed 478 rows containing non-finite values (stat_bin2d).
#> Warning: Removed 4 rows containing missing values (geom_bin2d).
d + geom_bin2d(bins = 30)
#> Warning: Removed 478 rows containing non-finite values (stat_bin2d).
# Or by specifying the width of the bins
d + geom_bin2d(binwidth = c(0.1, 0.1))
#> Warning: Removed 478 rows containing non-finite values (stat_bin2d).