geom_text adds text directly to the plot.
a rectangle behind the text, making it easier to read.
geom_label(mapping = NULL, data = NULL, stat = "identity", position = "identity", ..., parse = FALSE, nudge_x = 0, nudge_y = 0, label.padding = unit(0.25, "lines"), label.r = unit(0.15, "lines"), label.size = 0.25, na.rm = FALSE, show.legend = NA, inherit.aes = TRUE) geom_text(mapping = NULL, data = NULL, stat = "identity", position = "identity", ..., parse = FALSE, nudge_x = 0, nudge_y = 0, check_overlap = FALSE, na.rm = FALSE, show.legend = NA, inherit.aes = TRUE)
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.
The data to be displayed in this layer. There are three options:
NULL, the default, the data is inherited from the plot
data as specified in the call to
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.
function will be called with a single argument,
the plot data. The return value must be a
will be used as the layer data.
The statistical transformation to use on the data for this layer, as a string.
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 TRUE, the labels will be parsed into expressions and displayed as described in ?plotmath
Horizontal and vertical adjustment to nudge labels by. Useful for offsetting text from points, particularly on discrete scales.
Amount of padding around label. Defaults to 0.25 lines.
Radius of rounded corners. Defaults to 0.15 lines.
Size of label border, in mm.
FALSE, the default, missing values are removed with
a warning. If
TRUE, missing values are silently removed.
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.
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.
TRUE, text that overlaps previous text in the
same layer will not be plotted.
Note the the "width" and "height" of a text element are 0, so stacking and dodging text will not work by default, and axis limits are not automatically expanded to include all text. Obviously, labels do have height and width, but they are physical units, not data units. The amount of space they occupy on that plot is not constant in data units: when you resize a plot, labels stay the same size, but the size of the axes changes.
geom_text understands the following aesthetics (required aesthetics are in bold):
geom_label does not support the
rot parameter and
is considerably slower than
controls the background colour of the label.
You can modify text alignment with the
aesthetics. These can either be a number between 0 (right/bottom) and
1 (top/left) or a character ("left", "middle", "right", "bottom", "center",
"top"). There are two special alignments: "inward" and "outward".
Inward always aligns text towards the center, and outward aligns
it away from the center
# Avoid overlaps p + geom_text(check_overlap = TRUE)# Labels with background p + geom_label()# Change size of the label p + geom_text(size = 10)# Set aesthetics to fixed value p + geom_point() + geom_text(hjust = 0, nudge_x = 0.05)p + geom_point() + geom_text(vjust = 0, nudge_y = 0.5)p + geom_point() + geom_text(angle = 45)## Not run: ------------------------------------ # # Doesn't work on all systems # p + geom_text(family = "Times New Roman") ## --------------------------------------------- # Add aesthetic mappings p + geom_text(aes(colour = factor(cyl)))p + geom_label(aes(fill = factor(cyl)), colour = "white", fontface = "bold")p + geom_text(aes(size = wt))# Scale height of text, rather than sqrt(height) p + geom_text(aes(size = wt)) + scale_radius(range = c(3,6))# You can display expressions by setting parse = TRUE. The # details of the display are described in ?plotmath, but note that # geom_text uses strings, not expressions. p + geom_text(aes(label = paste(wt, "^(", cyl, ")", sep = "")), parse = TRUE)# Add a text annotation p + geom_text() + annotate("text", label = "plot mpg vs. wt", x = 2, y = 15, size = 8, colour = "red")# Aligning labels and bars -------------------------------------------------- df <- data.frame( x = factor(c(1, 1, 2, 2)), y = c(1, 3, 2, 1), grp = c("a", "b", "a", "b") ) # ggplot2 doesn't know you want to give the labels the same virtual width # as the bars: ggplot(data = df, aes(x, y, group = grp)) + geom_col(aes(fill = grp), position = "dodge") + geom_text(aes(label = y), position = "dodge")#> Warning: Width not defined. Set with `position_dodge(width = ?)`# So tell it: ggplot(data = df, aes(x, y, group = grp)) + geom_col(aes(fill = grp), position = "dodge") + geom_text(aes(label = y), position = position_dodge(0.9))# Use you can't nudge and dodge text, so instead adjust the y postion ggplot(data = df, aes(x, y, group = grp)) + geom_col(aes(fill = grp), position = "dodge") + geom_text( aes(label = y, y = y + 0.05), position = position_dodge(0.9), vjust = 0 )# To place text in the middle of each bar in a stacked barplot, you # need to set the vjust parameter of position_stack() ggplot(data = df, aes(x, y, group = grp)) + geom_col(aes(fill = grp)) + geom_text(aes(label = y), position = position_stack(vjust = 0.5))# Justification ------------------------------------------------------------- df <- data.frame( x = c(1, 1, 2, 2, 1.5), y = c(1, 2, 1, 2, 1.5), text = c("bottom-left", "bottom-right", "top-left", "top-right", "center") ) ggplot(df, aes(x, y)) + geom_text(aes(label = text))