autoplot.ts: Autoplot time-series-like

In ggfortify: Data Visualization Tools for Statistical Analysis Results

Autoplot time-series-like

Description

Autoplot time-series-like

Usage

## S3 method for class 'ts'
autoplot(
  object,
  columns = NULL,
  group = NULL,
  is.date = NULL,
  index.name = "Index",
  p = NULL,
  ts.scale = FALSE,
  stacked = FALSE,
  facets = TRUE,
  nrow = NULL,
  ncol = 1,
  scales = "free_y",
  ts.geom = "line",
  ts.colour = NULL,
  ts.size = NULL,
  ts.linetype = NULL,
  ts.alpha = NULL,
  ts.fill = NULL,
  ts.shape = NULL,
  geom = ts.geom,
  colour = ts.colour,
  size = ts.size,
  linetype = ts.linetype,
  alpha = ts.alpha,
  fill = ts.fill,
  shape = ts.shape,
  xlim = c(NA, NA),
  ylim = c(NA, NA),
  log = "",
  main = NULL,
  xlab = "",
  ylab = "",
  asp = NULL,
  ...
)

Arguments

object	time-series-like instance
columns	Character vector specifies target column name(s)
group	Character vector specifies grouping
is.date	Logical frag indicates whether the stats::ts is date or not If not provided, regard the input as date when the frequency is 4 or 12
index.name	Specify column name for time series index when passing data.frame via data.
p	ggplot2::ggplot instance
ts.scale	Logical flag indicating whether to perform scaling each timeseries
stacked	Logical flag indicating whether to stack multivariate timeseries
facets	Logical value to specify use facets
nrow	Number of facet/subplot rows
ncol	Number of facet/subplot columns
scales	Scale value passed to ggplot2
ts.geom	geometric string for time-series. 'line', 'bar', 'ribbon', or 'point'
ts.colour	line colour for time-series
ts.size	point size for time-series
ts.linetype	line type for time-series
ts.alpha	alpha for time-series
ts.fill	fill colour for time-series
ts.shape	point shape for time-series
geom	same as ts.geom
colour	same as ts.colour
size	same as ts.size
linetype	same as ts.linetype
alpha	same as ts.alpha
fill	same as ts.fill
shape	same as ts.shape
xlim	limits for x axis
ylim	limits for y axis
log	which variables to log transform ("x", "y", or "xy")
main	character vector or expression for plot title
xlab	character vector or expression for x axis label
ylab	character vector or expression for y axis label
asp	the y/x aspect ratio
...	other arguments passed to methods

Value

ggplot

Examples

## Not run: 
data(Canada, package = 'vars')
autoplot(AirPassengers)
autoplot(UKgas, ts.geom = 'bar')
autoplot(Canada)
autoplot(Canada, facets = FALSE)

library(zoo)
autoplot(xts::as.xts(AirPassengers))
autoplot(timeSeries::as.timeSeries(AirPassengers))
its <- tseries::irts(cumsum(rexp(10, rate = 0.1)), matrix(rnorm(20), ncol=2))
autoplot(its)

autoplot(stats::stl(UKgas, s.window = 'periodic'))
autoplot(stats::decompose(UKgas))

## End(Not run)

ggfortify documentation built on May 29, 2024, 7:19 a.m.