Plot Cumulative Complexity Peaks

Plot Cumulative Complexity Peaks

plotDC_ccp(
  df_ccp,
  win,
  useVarNames = TRUE,
  colOrder = TRUE,
  useTimeVector = NA,
  timeStamp = "31-01-1999",
  doPlot = TRUE,
  markID = NA,
  NAdates = 1:(win - 1),
  title = "Critical Instability Plot",
  resVariable = "",
  subtitle = "",
  markIDcolour = "red",
  markIDlabel = "Time points of interest marked red",
  markIDalpha = 0.5,
  xlabel = "Time",
  ylabel = "",
  trimFirstWin = TRUE
)

Arguments

df_ccp

A dataframe generated by dc_ccp()

win

Size of window in which to calculate Dynamic Complexity. If win < NROW(df) the window will move along the time series with a stepsize of 1 (default = NROW(df))

useVarNames

Use the column names of df as variable names in the Complexity Resonance Diagram (default = TRUE)

colOrder

If TRUE, the order of the columns in df determines the of variables on the y-axis. Use FALSE for alphabetic/numeric order. Use NA to sort by by mean value of Dynamic Complexity (default = TRUE)

useTimeVector

Parameter used for plotting. A vector of length NROW(df), containing date/time information (default = NA)

timeStamp

If useTimeVector is not NA, a character string that can be passed to lubridate::stamp() to format the the dates/times passed in useTimeVector (default = "01-01-1999")

doPlot

If TRUE shows a Complexity Resonance Diagram of the Dynamic Complexity and returns an invisible ggplot2::ggplot() object. (default = FALSE)

markID

Numeric vector of integers in the range [length of window, length of timeseries]. Vertical lines will be drawn at these indices (default = NA)

NAdates

Should some dates be considered NA? Provide a numerical vector with indices, the default is to set 1:(win-1) to NA. (default = 1:(win-1))

title

A title for the plot.

resVariable

Variable displayed in the plot.

subtitle

A subtitle for the plot.

markIDcolour

Colour of time point markers (default = "red")

markIDlabel

Label added to subtitle explaining time point markers (default = Time points of interest marked red)

markIDalpha

Alpha of time point marker colour (default = .5)

xlabel

A label for the x-axis.

ylabel

A label for the y-axis.

trimFirstWin

Display the first empty window (1:win-1)? (default = TRUE)

Value

An invisible ggplot2 object.

See also

Other Dynamic Complexity functions: dc_ccp(), dc_d(), dc_f(), dc_win(), plotDC_lvl(), plotDC_res()