lionfish (version 1.0.27)

render_proj_inter: Modification of the 'render_proj' Function of 'tourr'

Description

Modification of the render_proj() function of tourr so that the half_range is calculated with max(sqrt(rowSums(data^2))) or can be provided as argument.

Usage

render_proj_inter(
  data,
  prj,
  half_range = NULL,
  axis_labels = NULL,
  obs_labels = NULL,
  limits = 1,
  position = "center"
)

Value

list containing projected data, circle and segments for axes

Arguments

data

matrix, or data frame containing numeric columns, should be standardized to have mean 0, sd 1

prj

projection matrix

half_range

for scaling in the display, by default calculated from the data

axis_labels

of the axes to be displayed

obs_labels

labels of the observations to be available for interactive mouseover

limits

value setting the lower and upper limits of projected data, default 1

position

position of the axes: center (default), bottomleft or off

Examples

library(tourr)
data("flea", package = "tourr")
flea_std <- apply(flea[,1:6], 2, function(x) (x-mean(x))/sd(x))
prj <- tourr::basis_random(ncol(flea[,1:6]), 2)
p <- render_proj_inter(flea_std, prj)