Plot helpers

Plot helper functions suitable for quickly creating time series plots during a data analysis workflow. These functions are convenient to use, but have limited customisation options. For more control, use the grammar extensions to construct the plots directly.

gg_arma()

Plot characteristic ARMA roots

gg_irf()

Plot impulse response functions

gg_lag()

Lag plots

gg_season()

Seasonal plot

gg_subseries()

Seasonal subseries plots

gg_tsdisplay()

Ensemble of time series displays

gg_tsresiduals()

Ensemble of time series residual diagnostic plots

autoplot(<dcmp_ts>)

Decomposition plots

autoplot(<fbl_ts>) autolayer(<fbl_ts>)

Plot a set of forecasts

autoplot(<tbl_cf>)

Auto- and Cross- Covariance and -Correlation plots

autoplot(<tbl_ts>) autolayer(<tbl_ts>)

Plot time series from a tsibble

Grammar extensions

Extensions to the ggplot2 grammar of graphics for plotting time series data. These functions provide greater customisation options than the plot helpers, but require more code to set up.

geom_time_line()

Line geometry with temporal semantics

scale_x_mixtime()

Position scales for mixtime data

coord_calendar()

Calendar coordinates

coord_loop()

Looped coordinates

position_time_civil() position_time_absolute()

Position adjustments for timezones