Hexagon binning.


geom_hex(mapping = NULL, data = NULL, stat = "binhex", position = "identity", ..., na.rm = FALSE, show.legend = NA, inherit.aes = TRUE)
stat_bin_hex(mapping = NULL, data = NULL, geom = "hex", position = "identity", ..., bins = 30, binwidth = NULL, na.rm = FALSE, show.legend = NA, inherit.aes = TRUE)


Set of aesthetic mappings created by aes or 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.
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.
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, like color = "red" or size = 3. They may also be parameters to the paired geom/stat.
If FALSE (the default), removes missing values with a warning. If TRUE silently removes missing values.
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.
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
Override the default connection between geom_hex and stat_binhex.
numeric vector giving number of bins in both vertical and horizontal directions. Set to 30 by default.
Numeric vector giving bin width in both vertical and horizontal directions. Overrides bins if both set.


Hexagon binning.


geom_hex understands the following aesthetics (required aesthetics are in bold):

  • x
  • y
  • alpha
  • colour
  • fill
  • size


d <- ggplot(diamonds, aes(carat, price)) d + geom_hex()

# You can control the size of the bins by specifying the number of # bins in each direction: d + geom_hex(bins = 10)

d + geom_hex(bins = 30)

# Or by specifying the width of the bins d + geom_hex(binwidth = c(1, 1000))

d + geom_hex(binwidth = c(.1, 500))

See also

stat_bin2d for rectangular binning