plotFlights: Plot flight data

In graphicalExtremes: Statistical Methodology for Graphical Extreme Value Models

Plot flight data

Description

Plotting function to visualize the flight connections from the flights dataset. This function requires the package ggplot2 to be installed.

Usage

plotFlights(
  airportIndices = NULL,
  airports_sel = NULL,
  connections_sel = NULL,
  graph = NULL,
  plotAirports = TRUE,
  plotConnections = TRUE,
  labelAirports = FALSE,
  returnGGPlot = FALSE,
  useAirportNFlights = FALSE,
  useConnectionNFlights = FALSE,
  minNFlights = 0,
  map = "state",
  vertexColors = NULL,
  vertexShapes = NULL,
  edgeColors = NULL,
  xyRatio = NULL,
  clipMap = FALSE,
  useLatex = FALSE,
  edgeAlpha = 0.2
)

Arguments

airportIndices	The indices of the airports (w.r.t. airports_sel) to include.
airports_sel	The airports to plot. Might be further subset by arguments airportIndices, graph. If NULL, then flights⁠$airports⁠ will be used.
connections_sel	A three columns data frame as output by flightCountMatrixToConnectionList(). If NULL, then flights⁠$nFlights⁠ will be used to construct one.
graph	An optional igraph::graph object, containing a flight graph to plot. Vertices should either match the selected airports in number and order, or be named with the corresponding IATA codes of the airports they represent.
plotAirports	Logical. Whether to plot the airports specified.
plotConnections	Logical. Whether to plot the connections specified.
labelAirports	Logical. Whether to show the IATA code next to each plotted airport.
returnGGPlot	If TRUE, a ggplot2::ggplot object is returned and not plotted immediately.
useAirportNFlights	Logical. Whether to vary the size of the circles representing airports in the plot, according to the number of flights at that airport.
useConnectionNFlights	Logical. Whether to vary the size of the edges representing connections in the plot, according to the number of flights on that connection.
minNFlights	Numeric scalar. Only plot connections with at least this many flights.
map	String or NULL. What map to use as the background image. Is passed to ggplot2::map_data().
vertexColors	Optional vector, named with IATA codes, to be used as colors for the vertices/airports.
vertexShapes	Optional vector, named with IATA codes, to be used as shapes for the vertices/airports. Is coerced to character.
edgeColors	Optional vector or symmetric matrix (character or numeric), to be used as colors for edges/connections. If this is a vector, its entries must match the plotted connections (in the order specified in connections_sel or implied by igraph::get.edgelist). If this is a matrix, its row/column names must be IATA codes, or its rows/columns match the plotted airports (in number and order).
xyRatio	Approximate X-Y-ratio (w.r.t. distance on the ground) of the area shown in the plot.
clipMap	Logical or numeric scalar. Whether to ignore the map image when determining the axis limits of the plot. If it is a positive scalar, the plot limits are extended by that factor.
useLatex	Whether to format numbers etc. as latex code (useful when plotting to tikz).
edgeAlpha	Numeric scalar between 0 and 1. The alpha value to be used when plotting edges/connections.

Value

If returnGGPlot is TRUE, a ggplot2::ggplot object, otherwise NULL.

See Also

plotDanube

Other flight data related topics: flightCountMatrixToConnectionList(), flights, getFlightDelayData()

Examples

# Plot all airports in the dataset
plotFlights(plotConnections = FALSE, map = 'world')

# Plot a selection of airports
plotFlights(c('JFK', 'SFO', 'LAX'), useConnectionNFlights = TRUE, useAirportNFlights = TRUE)

# Plot airports with a custom connections graph
IATAs <- c('ACV', 'BFL', 'EUG', 'SFO', 'MRY')
graph <- igraph::make_full_graph(length(IATAs))
plotFlights(IATAs, graph=graph, clipMap = 1.5)

graphicalExtremes documentation built on Nov. 14, 2023, 1:07 a.m.