Autoplot time-series-like

# 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

if (FALSE) { # \dontrun{
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))
} # }