ordr

A 'tidyverse' Extension for Ordinations and Biplots

CRAN Package

Ordination comprises several multivariate exploratory and explanatory techniques with theoretical foundations in geometric data analysis; see Podani (2000, ISBN:90-5782-067-6) for techniques and applications and Le Roux & Rouanet (2005) doi:10.1007/1-4020-2236-0 for foundations. Greenacre (2010, ISBN:978-84-923846) shows how the most established of these, including principal components analysis, correspondence analysis, multidimensional scaling, factor analysis, and discriminant analysis, rely on eigen-decompositions or singular value decompositions of pre-processed numeric matrix data. These decompositions give rise to a set of shared coordinates along which the row and column elements can be measured. The overlay of their scatterplots on these axes, introduced by Gabriel (1971) doi:10.1093/biomet/58.3.453, is called a biplot. 'ordr' provides inspection, extraction, manipulation, and visualization tools for several popular ordination classes supported by a set of recovery methods. It is inspired by and designed to integrate into 'tidyverse' workflows provided by Wickham et al (2019) doi:10.21105/joss.01686.

  • Version0.1.1
  • R version≥ 3.3.0
  • LicenseGPL-3
  • Needs compilation?No
  • Last release10/20/2022

Documentation


Team


Insights

Last 30 days

This package has been downloaded 222 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 4 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
10 downloadsMar 4, 2025
16 downloadsMar 5, 2025
5 downloadsMar 6, 2025
8 downloadsMar 7, 2025
2 downloadsMar 8, 2025
3 downloadsMar 9, 2025
7 downloadsMar 10, 2025
13 downloadsMar 11, 2025
9 downloadsMar 12, 2025
6 downloadsMar 13, 2025
5 downloadsMar 14, 2025
7 downloadsMar 15, 2025
5 downloadsMar 16, 2025
7 downloadsMar 17, 2025
14 downloadsMar 18, 2025
5 downloadsMar 19, 2025
10 downloadsMar 20, 2025
13 downloadsMar 21, 2025
6 downloadsMar 22, 2025
3 downloadsMar 23, 2025
7 downloadsMar 24, 2025
10 downloadsMar 25, 2025
3 downloadsMar 26, 2025
8 downloadsMar 27, 2025
7 downloadsMar 28, 2025
3 downloadsMar 29, 2025
9 downloadsMar 30, 2025
4 downloadsMar 31, 2025
13 downloadsApr 1, 2025
4 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
16

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,464 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Sep 11, 2024 with 27 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Depends1 package
  • Imports12 packages
  • Suggests9 packages