## ----setup, include = FALSE---------------------------------------------------
have_packages <-
  require(ggformula) &&
  require(dplyr) &&
  require(ggplot2) &&
  require(mosaicData) &&
  require(maps) &&
  require(palmerpenguins) &&
  requireNamespace("mosaic")

knitr::opts_chunk$set(
  fig.show = "asis",
  fig.align = "center",
  fig.width = 6,
  fig.height = 4,
  out.width = "60%",
  eval = have_packages
)
theme_set(theme_light())




## ----plottype, eval = FALSE---------------------------------------------------
# gf_plottype(formula, data = mydata)


## ----plottype2, eval = FALSE--------------------------------------------------
# mydata |> gf_plottype(formula)


## ----simple-example-----------------------------------------------------------
library(ggformula)
gf_point(mpg ~ hp, data = mtcars)
mtcars |> gf_point(mpg ~ hp)


## ----mapping-setting----------------------------------------------------------
gf_point(mpg ~ hp, color = ~cyl, size = ~carb, alpha = 0.50, data = mtcars)


## ----on-the-fly---------------------------------------------------------------
library(dplyr)
gf_point(
  mpg ~ hp,
  color = ~ factor(cyl),
  size = ~carb,
  alpha = 0.75,
  data = mtcars
)
mtcars |>
  mutate(cylinders = factor(cyl)) |>
  gf_point(mpg ~ hp, color = ~cylinders, size = ~carb, alpha = 0.75)


## ----penguins, warning=FALSE--------------------------------------------------
data(penguins, package = "palmerpenguins")
gf_density(~bill_length_mm, data = penguins)
gf_density(~bill_length_mm, fill = ~species, alpha = 0.5, data = penguins)
# gf_dens() is similar, but there is no line at bottom/sides and the plot is not fillable
gf_dens(~bill_length_mm, color = ~species, alpha = 0.7, data = penguins)
# gf_dens2() is like gf_dens() but is fillable
gf_dens2(
  ~bill_length_mm,
  fill = ~species,
  data = penguins,
  color = "gray50",
  alpha = 0.4
)


## ----dens---------------------------------------------------------------------
# less smoothing
penguins |>
  gf_dens(~bill_length_mm, color = ~species, alpha = 0.7, adjust = 0.25)
# more smoothing
penguins |> gf_dens(~bill_length_mm, color = ~species, alpha = 0.7, adjust = 4)