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if(!require('ggplot2')) {
install.packages('ggplot2')
library('ggplot2')
}
p <- ggplot(mtcars, aes(wt, mpg, label = rownames(mtcars)))
p + geom_text()
# 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)
# 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_text(aes(colour = factor(cyl))) +
scale_colour_discrete(l = 40)
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")
# 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 position
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))
ggplot(df, aes(x, y)) +
geom_text(aes(label = text), vjust = "inward", hjust = "inward")