geom_textsmooth: Labelled conditional means in 'ggplot2'
In geomtextpath: Curved Text in 'ggplot2'

geom_textsmooth

R Documentation

Labelled conditional means in ggplot2

Description

Smoothed conditional means are available in ggplot2 via geom_smooth. This geom layer simply adds a text label to each curve that follow the contour of this line when used as a drop-in replacement for geom_smooth

Usage

geom_textsmooth(
  mapping = NULL,
  data = NULL,
  stat = "smooth",
  position = "identity",
  ...,
  method = NULL,
  formula = NULL,
  na.rm = FALSE,
  orientation = NA,
  show.legend = NA,
  inherit.aes = TRUE
)

geom_labelsmooth(
  mapping = NULL,
  data = NULL,
  stat = "smooth",
  position = "identity",
  method = NULL,
  formula = NULL,
  na.rm = FALSE,
  orientation = NA,
  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)`).
`stat`	The statistical transformation to use on the data for this layer, either as a `ggproto` `Geom` subclass or as a string naming the stat stripped of the `stat_` prefix (e.g. `"count"` rather than `"stat_count"`)
`position`	Position adjustment, either as a string naming the adjustment (e.g. `"jitter"` to use `position_jitter`), or the result of a call to a position adjustment function. Use the latter if you need to change the settings of the adjustment.
`...`	Other arguments passed on to `layer`. These are often aesthetics, used to set an aesthetic to a fixed value, like `colour = "red"` or `size = 3`. These can also be the following text-path parameters: `text_only` A `logical(1)` indicating whether the path part should be plotted along with the text (`FALSE`, the default). If `TRUE`, any parameters or aesthetics relating to the drawing of the path will be ignored. `gap` A `logical(1)` which if `TRUE`, breaks the path into two sections with a gap on either side of the label. If `FALSE`, the path is plotted as a whole. Alternatively, if `NA`, the path will be broken if the string has a `vjust` between 0 and 1, and not otherwise. The default for the label variant is `FALSE` and for the text variant is `NA`. `upright` A `logical(1)` which if `TRUE` (default), inverts any text where the majority of letters would upside down along the path, to improve legibility. If `FALSE`, the path decides the orientation of text. `halign` A `character(1)` describing how multi-line text should be justified. Can either be `"center"` (default), `"left"` or `"right"`. `offset` A `unit` object of length 1 to determine the offset of the text from the path. If this is `NULL` (default), the `vjust` parameter decides the offset. If not `NULL`, the `offset` argument overrules the `vjust` setting. `parse` A `logical(1)` which if `TRUE`, will coerce the labels into expressions, allowing for plotmath syntax to be used. `straight` A `logical(1)` which if `TRUE`, keeps the letters of a label on a straight baseline and if `FALSE` (default), lets individual letters follow the curve. This might be helpful for noisy paths. `padding` A `unit` object of length 1 to determine the padding between the text and the path when the `gap` parameter trims the path. `text_smoothing` a `numeric(1)` value between 0 and 100 that smooths the text without affecting the line portion of the geom. The default value of `0` means no smoothing is applied. `rich` A `logical(1)` whether to interpret the text as html/markdown formatted rich text. Default: `FALSE`. See also the rich text section of the details in `geom_textpath()`. `remove_long` if TRUE, labels that are longer than their associated path will be removed.
`method`	Smoothing method (function) to use, accepts either `NULL` or a character vector, e.g. `"lm"`, `"glm"`, `"gam"`, `"loess"` or a function, e.g. `MASS::rlm` or `mgcv::gam`, `stats::lm`, or `stats::loess`. `"auto"` is also accepted for backwards compatibility. It is equivalent to `NULL`. For `method = NULL` the smoothing method is chosen based on the size of the largest group (across all panels). `stats::loess()` is used for less than 1,000 observations; otherwise `mgcv::gam()` is used with `formula = y ~ s(x, bs = "cs")` with `method = "REML"`. Somewhat anecdotally, `loess` gives a better appearance, but is `O(N^{2})` in memory, so does not work for larger datasets. If you have fewer than 1,000 observations but want to use the same `gam()` model that `method = NULL` would use, then set `⁠method = "gam", formula = y ~ s(x, bs = "cs")⁠`.
`formula`	Formula to use in smoothing function, eg. `y ~ x`, `y ~ poly(x, 2)`, `y ~ log(x)`. `NULL` by default, in which case `method = NULL` implies `formula = y ~ x` when there are fewer than 1,000 observations and `formula = y ~ s(x, bs = "cs")` otherwise.
`na.rm`	If `FALSE`, the default, missing values are removed with a warning. If `TRUE`, missing values are silently removed.
`orientation`	The orientation of the layer. The default (`NA`) automatically determines the orientation from the aesthetic mapping. In the rare event that this fails it can be given explicitly by setting `orientation` to either `"x"` or `"y"`. See the Orientation section for more detail.
`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()`.

Value

A Layer ggproto object that can be added to a plot.

Aesthetics

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

x
label
alpha
angle
colour
family
fontface
group
hjust
linecolour
lineheight
linetype
linewidth
size
spacing
textcolour
vjust

In addition to aforementioned aesthetics, geom_labeldensity() also understands:

boxcolour
boxlinetype
boxlinewidth
fill

The spacing aesthetic allows fine control of spacing of text, which is called 'tracking' in typography. The default is 0 and units are measured in 1/1000 em. Numbers greater than zero increase the spacing, whereas negative numbers decrease the spacing.

Learn more about setting these aesthetics in vignette("ggplot2-specs").

Examples

ggplot(iris, aes(x = Sepal.Length, y = Petal.Length)) +
  geom_point(alpha = 0.1) +
  geom_textsmooth(aes(label = Species, colour = Species),
                method = "loess", formula = y ~ x,
                size = 7, linetype = 3, fontface = 2, linewidth = 1) +
  scale_colour_manual(values = c("forestgreen", "deepskyblue4", "tomato4")) +
  theme_bw() +
  theme(legend.position = "none")

geomtextpath documentation built on June 22, 2024, 10:02 a.m.