ts_seasonal: Seasonality Visualization of Time Series Object

In TSstudio: Functions for Time Series Analysis and Forecasting

Seasonality Visualization of Time Series Object

Description

Visualize time series object by it periodicity, currently support time series with daily, monthly and quarterly frequency

Usage

ts_seasonal(ts.obj, type = "normal", title = NULL, Ygrid = TRUE,
  Xgrid = TRUE, last = NULL, palette = "Set1",
  palette_normal = "viridis")

Arguments

ts.obj	Input object, either a univariate time series object of a class "ts", "zoo", "xts", or a data frame object of a class "data.frame", "tbl", "data.table" as long as there is at least one "Date"/"POSIXt" and a "numeric" objects (if there are more then one, by defualt will use the first of each). Currently support only daily, weekly, monthly, and quarterly frequencies
type	The type of the seasonal plot - "normal" to split the series by full cycle units, or "cycle" to split by cycle units (applicable only for monthly and quarterly data), or "box" for box-plot by cycle units, or "all" for all the three plots together
title	Plot title - Character object
Ygrid	Logic,show the Y axis grid if set to TRUE (default)
Xgrid	Logic,show the X axis grid if set to TRUE (defualt)
last	Subset the data to the last number of observations
palette	A character, the color palette to be used when the "cycle" or "box" plot are being selected (by setting the type to "cycle", "box", or "all"). All the palettes in the RColorBrewer and viridis packages are available to be use, the default option is "Set1" from the RColorBrewer package
palette_normal	A character, the color palette to be used when the "normal" plot is being selected (by setting the type to "normal" or "all"). All the palettes in the RColorBrewer and viridis packages are available to be used, the default palette is "viridis" from the RColorBrewer package

Examples

data(USgas)
ts_seasonal(USgas)

# Seasonal box plot
ts_seasonal(USgas, type = "box") 

# Plot all the types 
ts_seasonal(USgas, type = "all")

TSstudio documentation built on Aug. 9, 2023, 9:06 a.m.