R Observatory: Metrics for HVT version 26.1.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

HVT

26.1.3

Constructing Hierarchical Voronoi Tessellations and Overlay Heatmaps for Data Analysis

0packages depend

4.2Kdownloads / year

26.5%test coverage

13/13checks pass

Overview

About

Maintained by Zubin DowlatyFirst published 2023-11-1915 releasesCRAN page ↗GitHub ↗

Facilitates building topology preserving maps for data analysis.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("HVT", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("Mu-Sigma/HVT")

Development version from Mu-Sigma/HVT. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-hvt

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-HVT

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-HVT

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 5.9 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 0.02

26.5%

Coverage · measured lines

100%

Documentation · exports

21

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 2,473 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 95%
Documented parameters: 98%
Return-value docs: 100%
References docs: 0%

Downloads

4.2K

CRAN downloads in the past year

Rank #8,299 · ~11/day · ~350/mo

Releases R versions

Daily download trend is not available in this view yet.

17730 days

1.1K90 days

4.2K1 year

Compare downloads with other packages →

Also on149 r2u18 autocran

Repository

GitHub ↗ mu-sigma/hvt

4Stars

2Forks

0Open issues

0Open PRs

0Releases

526Commits

15Contributors

526 commits · Last activity 2026-04-29

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/mu-sigma/hvt on 2026-08-16.

Git structural (1)

.gitattributes

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

44 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.0.0

Imports (21)

MASSgrDevicessplancsstatsdplyr NbClust purrr magrittr ggplot2 tidyr scalesclusterreshape2 FNN Rtsne umap plyr markovchainmethodsdeldir gridExtra

LinkingTo (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (2)

Maintainer (1)

Zubin Dowlaty

Author, Maintainer

Authors (1)

Zubin Dowlaty

Author, Maintainer

Copyright holders (1)

Mu Sigma, Inc.

Copyright holder

Package Timeline

15 releases. Pick two to compare their code metrics. R releases are shown for context.

26.1.3Latest
2026-04-30 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
26.1.2
2026-02-05 · diff ↗
26.1.1
2026-01-22 · diff ↗
25.2.8
2025-12-18 · diff ↗
25.2.7
2025-10-22 · diff ↗
25.2.6
2025-10-14 · diff ↗
25.2.5
2025-07-04 · diff ↗
25.2.4
2025-06-10 · diff ↗
R
R 4.5.0 released · 2025-04-11
25.2.3
2025-03-27 · diff ↗
25.2.2
2025-02-05 · diff ↗
25.2.1
2025-02-04 · diff ↗
24.9.1
2024-09-11 · diff ↗
24.5.2
2024-05-15 · diff ↗
24.5.1
2024-05-08 · diff ↗

Show 3 earlier events

R
R 4.4.0 released · 2024-04-24
23.11.1
2023-11-19
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-11-19
Total releases: 15 / 3 yrs
License: Apache License 2.0 OSI
Minimum R: ≥ 4.0.0
Download size: 1.2 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("HVT")

Format

Dowlaty, Z., & Mu Sigma, Inc. (2026). HVT: Constructing Hierarchical Voronoi Tessellations and Overlay Heatmaps for Data Analysis (Version 26.1.3) [Computer software]. https://doi.org/10.32614/CRAN.package.HVT

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for HVT version 26.1.3 [Data set]. HJJB, LLC. Data release v2026-08-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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