tourr - Tour Methods for Multivariate Data Visualisation

Implements geodesic interpolation and basis generation functions that allow you to create new tour methods from R.

Last updated 2 months ago

11.14 score 65 stars 9 packages 504 scripts 1.9k downloads

nullabor - Tools for Graphical Inference

Tools for visual inference. Generate null data sets and null plots using permutation and simulation. Calculate distance metrics for a lineup, and examine the distributions of metrics.

Last updated 4 months ago

9.49 score 56 stars 2 packages 352 scripts 1.4k downloads

rjtools - Preparing, Checking, and Submitting Articles to the 'R Journal'

Create an 'R Journal' 'Rmarkdown' template article, that will generate html and pdf versions of your paper. Check that the paper folder has all the required components needed for submission. Examples of 'R Journal' publications can be found at <https://journal.r-project.org>.

Last updated 2 months ago

8.21 score 31 stars 1 packages 29 scripts 307 downloads

sugarbag - Create Tessellated Hexagon Maps

Create a hexagon tile map display from spatial polygons. Each polygon is represented by a hexagon tile, placed as close to it's original centroid as possible, with a focus on maintaining spatial relationship to a focal point. Developed to aid visualisation and analysis of spatial distributions across Australia, which can be challenging due to the concentration of the population on the coast and wide open interior.

Last updated 1 years ago

6.53 score 43 stars 52 scripts 174 downloads

woylier - Alternative Tour Frame Interpolation Method

This method generates a tour path by interpolating between d-D frames in p-D using Givens rotations. The algorithm arises from the problem of zeroing elements of a matrix. This interpolation method is useful for showing specific d-D frames in the tour, as opposed to d-D planes, as done by the geodesic interpolation. It is useful for projection pursuit indexes which are not s invariant. See more details in Buj, Cook, Asimov and Hurley (2005) <doi:10.1016/S0169-7161(04)24014-7> and Batsaikhan, Cook and Laa (2023) <doi:10.48550/arXiv.2311.08181>.

Last updated 2 months ago

4.60 score 10 scripts 177 downloads

mulgar - Functions for Pre-Processing Data for Multivariate Data Visualisation using Tours

This is a companion to the book Cook, D. and Laa, U. (2023) <https://dicook.github.io/mulgar_book/> "Interactively exploring high-dimensional data and models in R". by Cook and Laa. It contains useful functions for processing data in preparation for visualising with a tour. There are also several sample data sets.

Last updated 1 years ago

4.18 score 4 stars 75 scripts 177 downloads

DescribeDisplay - An Interface to the 'DescribeDisplay' 'GGobi' Plugin

Produce publication quality graphics from output of 'GGobi' describe display plugin.

Last updated 1 years ago

3.45 score 28 scripts 368 downloads