render_: Prepare the ggplot object before passing to either animation...

In spinifex: Manual Tours, Manual Control of Dynamic Projections of Numeric Multivariate Data

Prepare the ggplot object before passing to either animation package.

Description

, see ggtour. Typically called by render_plotly() or render_gganimate(). Takes the result of array2df(), and renders them into a ggplot2 object.

Usage

render_(
  frames,
  axes = "center",
  manip_col = "blue",
  line_size = 0.6,
  text_size = 4,
  aes_args = list(),
  identity_args = list(),
  ggproto = list(theme_spinifex())
)

Arguments

frames	The result of array2df(), a long df of the projected frames.
axes	Position of the axes, expects one of: "center", "left", "right", "bottomleft", "topright", "off", or a map_absolute() call. Defaults to "center".
manip_col	String of the color to highlight the manip_var, if used. Defaults to "blue".
line_size	The size of the lines of the unit circle and variable contributions of the basis. Defaults to .6.
text_size	The size of the text labels of the variable contributions of the basis. Defaults to 4.
aes_args	A list of aesthetic arguments to passed to ⁠geom_point(aes(X)⁠. Any mapping of the data to an aesthetic, for example, geom_point(aes(color = myCol, shape = myCol)) becomes aes_args = list(color = myCol, shape = myCol).
identity_args	A list of static, identity arguments passed into geom_point(), but outside of aes(); geom_point(aes(), X). Typically a single numeric for point size, alpha, or similar. For example, geom_point(aes(), size = 2, alpha = .7) becomes identity_args = list(size = 2, alpha = .7).
ggproto	A list of ggplot2 function calls. Anything that would be "added" to ggplot(); in the case of applying a theme, ggplot() + theme_bw() becomes ggproto = list(theme_bw()). Intended for aesthetic ggplot2 functions (not geom_* family).

Examples

library(spinifex)
message("It's suggested to switch to the proto api, see `?ggtour` to get started.")

## Setup
dat_std <- scale_sd(wine[, 2:6])
clas    <- wine$Type
bas     <- basis_pca(dat_std)
mv      <- manip_var_of(bas)

mt_array <- manual_tour(basis = bas, manip_var = mv)
mt_df_ls <- array2df(basis_array = mt_array, data = dat_std)

## Required arguments
render_(frames = mt_df_ls)

## Full arguments
require("ggplot2")
render_(frames = mt_df_ls, axes = "left", manip_col = "purple",
        aes_args = list(color = clas, shape = clas),
        identity_args = list(size = 1.5, alpha = .7),
        ggproto = list(theme_minimal(),
                       ggtitle("My title"),
                       scale_color_brewer(palette = "Set2")))

spinifex documentation built on May 29, 2024, 1:23 a.m.