Plot time series decomposition components using ggplot

Produces a ggplot object of seasonally decomposed time series for objects of class “stl” (created with stl), class “seas” (created with seas), or class “decomposed.ts” (created with decompose).

Usage

# S3 method for class 'decomposed.ts'
autoplot(object, labels = NULL, range.bars = NULL, ...)

# S3 method for class 'stl'
autoplot(object, labels = NULL, range.bars = TRUE, ...)

# S3 method for class 'StructTS'
autoplot(object, labels = NULL, range.bars = TRUE, ...)

# S3 method for class 'seas'
autoplot(object, labels = NULL, range.bars = NULL, ...)

# S3 method for class 'mstl'
autoplot(object, ...)

Arguments

object

Object of class “seas”, “stl”, or “decomposed.ts”.

labels

Labels to replace “seasonal”, “trend”, and “remainder”.

range.bars

Logical indicating if each plot should have a bar at its right side representing relative size. If NULL, automatic selection takes place.

...

Other plotting parameters to affect the plot.

Value

Returns an object of class ggplot.

See also

seas, stl, decompose, StructTS, plot.stl.

Author

Mitchell O'Hara-Wild

Examples

library(ggplot2)
co2 %>%
  decompose() %>%
  autoplot()
#> Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
#> ℹ Please use `linewidth` instead.
#> ℹ The deprecated feature was likely used in the forecast package.
#>   Please report the issue at <https://github.com/robjhyndman/forecast/issues>.

nottem %>%
  stl(s.window = "periodic") %>%
  autoplot()

if (FALSE) { # \dontrun{
library(seasonal)
seas(USAccDeaths) %>% autoplot()
} # }