tinyplot (version 0.3.0)

type_summary: Plot summary values of y at unique values of x

Description

Applies a summary function to y along unique values of x. This is useful, say, for quickly plotting mean values of your dataset. Internally, type_summary() applies a thin wrapper around ave and then passes the result to type_lines for drawing.

Usage

type_summary(fun = mean, ...)

Arguments

fun

summarizing function. Should be compatible with ave. Defaults to mean.

...

Additional arguments are passed to the lines() function, ex: type="p", col="pink".

See Also

ave which performs the summarizing (averaging) behind the scenes.

Examples

# Plot the mean chick weight over time
tinyplot(weight ~ Time, data = ChickWeight, type = type_summary())

# mean is the default function, so the above is equivalent to
tinyplot(weight ~ Time, data = ChickWeight, type = type_summary(mean))

# Plot the median instead
tinyplot(weight ~ Time, data = ChickWeight, type = type_summary(median))

# Works with groups and/or facets too
tinyplot(weight ~ Time | Diet, facet = "by", data = ChickWeight, type = type_summary())

# Custom/complex function example
tinyplot(
  weight ~ Time | Diet, facet = "by", data = ChickWeight,
  type = type_summary(function(y) quantile(y, probs = 0.9)/max(y))
)