Density plot in 2D, considering Start time and Connection duration as variables

Density plot in 2D, considering Start time and Connection duration as variables

Usage

plot_density_2D(
  sessions,
  bins = 15,
  by = c("wday", "month", "year"),
  start = getOption("evprof.start.hour"),
  log = FALSE
)

Arguments

sessions

tibble, sessions data set in evprof standard format.

bins

integer, parameter to pass to ggplot2::stat_density_2d

by

variable to facet the plot. Character being "wday", "month" or "year", considering the week to start at wday=1.

start

integer, start hour in the x axis of the plot.

log

logical, whether to transform ConnectionStartDateTime and ConnectionHours variables to natural logarithmic scale (base = exp(1)).

Value

ggplot2 plot

Examples

library(dplyr)

california_ev_sessions %>%
  sample_frac(0.05) %>%
  plot_density_2D(by = "wday", start = 3, bins = 15, log = FALSE)