Package: mulgar 1.0.2

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.

Authors:Dianne Cook [aut, cre], Ursula Laa [aut]

mulgar_1.0.2.tar.gz
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mulgar.pdf |mulgar.html
mulgar/json (API)
NEWS

# Install 'mulgar' in R:
install.packages('mulgar', repos = c('https://dicook.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/dicook/mulgar/issues

Datasets:
  • aflw - AFLW player statistics
  • box - 3D plane in 5D
  • bushfires - Australian bushfires 2019-2020
  • c1 - Challenge data sets
  • c2 - Challenge data sets
  • c3 - Challenge data sets
  • c4 - Challenge data sets
  • c5 - Challenge data sets
  • c6 - Challenge data sets
  • c7 - Challenge data sets
  • clusters - Three clusters in 5D
  • clusters_nonlin - Four unusually shaped clusters in 4D
  • multicluster - Multiple clusters of different sizes, shapes and distance from each other
  • pisa - PISA scores
  • plane - 2D plane in 5D
  • plane_nonlin - Non-linear relationship in 5D
  • simple_clusters - Two clusters in 2D
  • sketches_test - Images of sketches for testing
  • sketches_train - Images of sketches for training

On CRAN:

4.17 score 4 stars 74 scripts 187 downloads 16 exports 38 dependencies

Last updated 1 years agofrom:568e8bbab7. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 18 2024
R-4.5-winOKOct 18 2024
R-4.5-linuxOKOct 18 2024
R-4.4-winOKOct 18 2024
R-4.4-macOKOct 18 2024
R-4.3-winOKOct 18 2024
R-4.3-macOKOct 18 2024

Exports:calc_mv_distcalc_normconvert_proj_tibblegen_vc_ellipsegen_xvar_ellipseggmcbicggscreeggsliceggslice_projectionhierflymc_ellipsenorm_vecpca_modelpooled_vcrmvnsom_model

Dependencies:bitopsclicolorspacecpp11dplyrfansifarvergenericsgeozooggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr