R Observatory: Metrics for stdbscan version 0.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

stdbscan

0.2.0Package record

Spatio-Temporal DBSCAN Clustering

0packages dependsuggested by 1

10.3Kdownloads / year

100.0%test coverage

13/13flavors OK

Overview

About

Maintained by Antoine Le DoeuffCRAN page ↗GitHub ↗Website ↗Issues ↗

Implements the ST-DBSCAN (spatio-temporal density-based spatial clustering of applications with noise) clustering algorithm for detecting spatially and temporally dense regions in point data, with a fast C++ backend via 'Rcpp'. Birant and Kut (2007) doi:10.1016/j.datak.2006.01.013.

Changes in 0.2.0

Changes

st_dbscan() now uses dbscan hunder the hood.

New features

Add a fonction for prediction predict(<stdbcsan>).
Add a fonction to check if points are corepoints st_dbscan_corepoint().
Add a class (stdbscan) for the clustering object based on the dbscan class.

Breaking changes

Input is now a matrix (x, y and t) like in dbscan::dbscan()

From NEWS.md in the release

Install

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

install.packages("stdbscan", 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("MiboraMinima/stdbscan")

Development version from MiboraMinima/stdbscan. 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-stdbscan

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-stdbscan

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-stdbscan

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 2.9 min · r-devel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-17

Show 1 earlier changeHide 1 earlier change

WARNING13 OK, 1 WARNING2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.0

READMEYes · 184 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.2.0Citation fileNoWebsiteYes · pkgdown

Help pages: 5 (1 internal)includes a package overview page
Examples that run: 100%4 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 20%

Vignettes (1)

Stop identification with ST-DBSCAN HTML

How these are measured

Downloads

10.3K

CRAN downloads in the past year

Rank #2,700 · ~28/day · ~862/mo

Releases R versions

Daily download trend is not available in this view yet.

1.9K30 days

5.7K90 days

10.3K1 year

Compare downloads with other packages →

Also on272 r2u2 autocran

How downloads are counted

Repository

miboraminima/stdbscan ↗Account: MiboraMinima

3Stars

0Forks

1Open issues

0Open PRs

1Releases

69Commits

1Commit identities

clusteringdbscanspatio-temporalrrcppcran

License file reads as GPL-3.0 · 69 commits · Last activity 2026-03-14 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: 15
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2026-01-30 · 12026-07-07 · 3

How these are measured

PracticesBeta

8 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/miboraminima/stdbscan on 2026-10-22.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (3)

pkgdown

GitHub Pages site last deployed 2026-03-14 · The repository has a site deploy workflow

pkgdown site last built 2026-03-14

Coverage (1)

Coverage reporting

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Installing stdbscan adds 3 packages (2 with compiled code, 5.6 MB of source tarballs). Heaviest: dbscan 3.8 MB, Rcpp 1.8 MB, generics 46 KB.

Depends (1)

R >= 3.5.0

Imports (2)

Rcpp dbscan

LinkingTo (1)

Rcpp

Suggests (8)

knitr rmarkdown readr testthat ggplot2 plotly covr MetBrewer

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

mlr3cluster

How these are counted

Code & Tests

Datasets

People & History

People (1)

Antoine Le Doeuff

Author, Maintainer since 0.1.0 (2026)

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.2.0Latest
record
2026-03-14 · current release · diff ↗ ·
added 1 export
st_dbscan_corepoint
0.1.0
record
2026-01-27
R
R 4.5.0 released · 2025-04-11

Package metadata

First published: 2026-01-27
Total releases: 2 / 1 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.5.0
Bundled data: 7.3 KB / 1 file
Download size: 1.3 MB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("stdbscan")

Format

Le Doeuff, A. (2026). stdbscan: Spatio-Temporal DBSCAN Clustering (Version 0.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.stdbscan

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 stdbscan version 0.2.0 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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