R Observatory: Metrics for spatstat.explore version 3.8-2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

spatstat.explore

3.8-2

Exploratory Data Analysis for the 'spatstat' Family

57packages depend

960.5Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Adrian BaddeleyFirst published 2022-11-0422 releasesCRAN page ↗GitHub ↗

Functionality for exploratory data analysis and nonparametric analysis of spatial data, mainly spatial point patterns, in the 'spatstat' family of packages. (Excludes analysis of spatial data on a linear network, which is covered by the separate package 'spatstat.linnet'.) Methods include quadrat counts, K-functions and their simulation envelopes, nearest neighbour distance and empty space statistics, Fry plots, pair correlation function, kernel smoothed intensity, relative risk estimation with cross-validated bandwidth selection, mark correlation functions, segregation indices, mark dependence diagnostics, and kernel estimates of covariate effects. Formal hypothesis tests of random pattern (chi-squared, Kolmogorov-Smirnov, Monte Carlo, Diggle-Cressie-Loosmore-Ford, Dao-Genton, two-stage Monte Carlo) and tests for covariate effects (Cox-Berman-Waller-Lawson, Kolmogorov-Smirnov, ANOVA) are also supported.

Install

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

install.packages("spatstat.explore", 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("spatstat/spatstat.explore")

Development version from spatstat/spatstat.explore. 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-spatstat.explore

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-spatstat.explore

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-spatstat.explore

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

Health

CRAN checks

13OK

Slowest check: 11.6 min · r-oldrel-macos-x86_64

Code health

Yes

Tests · ratio 0.06

not tracked

Coverage

100%

Documentation · exports

15

Dependencies · direct

Check history

OK2026-08-04
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
ERROR2026-06-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

NOTE2026-03-23
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 0% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 90%
Return-value docs: 99%
References docs: 52%

Downloads

960.5K

CRAN downloads in the past year

Rank #393 · ~2.6K/day · ~80K/mo

Releases R versions

Daily download trend is not available in this view yet.

72.7K30 days

233K90 days

960.5K1 year

Compare downloads with other packages →

Also on16.2K r2u22 autocran130.8K conda_forge195 c2d4u

Repository

GitHub ↗ spatstat/spatstat.explore

2Stars

0Forks

0Open issues

0Open PRs

13Releases

286Commits

2Contributors

confidence-intervalshypothesis-testingk-functionsignificance-testingspatial-analysisspatial-data-analysisspatial-statisticssimulation-envelopes

286 commits · Last activity 2026-08-13 · 0% stars, 30d

Stars over time

2024-11-02 · 12026-07-07 · 2

Repository practices

Upstream repositoryBeta

Checks run against github.com/spatstat/spatstat.explore on 2026-08-09.

No development-tooling practices detected in the upstream repository.

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

Dependencies

Declared dependencies

15 external dependencies (excludes base and recommended)

Depends (11)

R >= 3.5.0spatstat.data spatstat.univar (>= 3.2-0)spatstat.geom spatstat.randomstatsgraphicsgrDevicesutilsmethodsnlme

Imports (5)

spatstat.utils spatstat.sparse goftestMatrixabind

LinkingTo (0)

none

Suggests (8)

sm gsl locfitspatialfftwtools spatstat.linnet spatstat.model spatstat (>= 3.6)

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

57direct

70indirect

and 9 more packages.

Code & Tests

People & History

People (28)

Maintainer (1)

Adrian Baddeley

Author, Maintainer, Copyright holder

Authors (3)

Adrian Baddeley

Author, Maintainer, Copyright holder

Ege Rubak

Author, Copyright holder

Rolf Turner

Author, Copyright holder

Contributors (23)

Ya-Mei Chang

Contributor · added in 3.4-2

Achmad Choiruddin

Contributor

Lucia Cobo Sanchez

Contributor, Copyright holder · added in 3.6-0

Jean-Francois Coeurjolly

Contributor

Ottmar Cronie

Contributor

Tilman Davies

Contributor, Copyright holder

Julian Gilbey

Contributor

Jonatan Gonzalez

Contributor · added in 3.2-1

Show 15 more contributors

Yongtao Guan

Contributor

Ute Hahn

Contributor

Martin Hazelton

Contributor · added in 3.4-2

Kassel Hingee

Contributor, Copyright holder

Abdollah Jalilian

Contributor

Kasper Klitgaard Berthelsen

Contributor

Frederic Lavancier

Contributor

Greg McSwiggan

Contributor

Rasmus Plenge Waagepetersen

Contributor

Tuomas Rajala

Contributor

Suman Rakshit

Contributor, Copyright holder

Dominic Schuhmacher

Contributor

Hangsheng Wang

Contributor

Tingting Zhan

Contributor · added in 3.4-2

Marie-Colette van Lieshout

Contributor, Copyright holder

Copyright holders (10)

Adrian Baddeley

Author, Maintainer, Copyright holder

Ege Rubak

Author, Copyright holder

Rolf Turner

Author, Copyright holder

Lucia Cobo Sanchez

Contributor, Copyright holder · added in 3.6-0

Tilman Davies

Contributor, Copyright holder

Kassel Hingee

Contributor, Copyright holder

Suman Rakshit

Contributor, Copyright holder

Marie-Colette van Lieshout

Contributor, Copyright holder

Show 2 more copyright holders

Warick Brown

Copyright holder

Robin K Milne

Copyright holder

Package Timeline

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

3.8-2Latest
2026-07-27 · current release · diff ↗
3.8-1
2026-05-24 · diff ↗
R
R 4.6.0 released · 2026-04-24
3.8-0
2026-03-22 · diff ↗
3.7-0
2026-01-22 · diff ↗
3.6-0
2025-11-22 · diff ↗
3.5-3
2025-09-22 · diff ↗
3.5-2
2025-07-22 · diff ↗
3.4-3
2025-05-21 · diff ↗
R
R 4.5.0 released · 2025-04-11
3.4-2
2025-03-21 · diff ↗
3.3-4
2025-01-08 · diff ↗
3.3-3
2024-10-22 · diff ↗
3.3-2
2024-08-21 · diff ↗
3.3-1
2024-07-15 · diff ↗
R
R 4.4.0 released · 2024-04-24

Show 11 earlier events

3.2-7
2024-03-21 · diff ↗
3.2-6
2024-02-01 · diff ↗
3.2-5
2023-10-22 · diff ↗
3.2-3
2023-09-07 · diff ↗
3.2-1
2023-05-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
3.1-0
2023-03-14 · diff ↗
3.0-6
2023-01-26 · diff ↗
3.0-5
2022-11-10 · diff ↗
3.0-3
2022-11-04
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-11-04
Total releases: 22 / 4 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.5.0
Download size: 701 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("spatstat.explore")

Format

Baddeley, A., Brown, W., Chang, Y., Choiruddin, A., Cobo Sanchez, L., Coeurjolly, J., Cronie, O., Davies, T., Gilbey, J., Gonzalez, J., Guan, Y., Hahn, U., Hazelton, M., Hingee, K., Jalilian, A., Klitgaard Berthelsen, K., Lavancier, F., McSwiggan, G., Milne, R. K., Plenge Waagepetersen, R., Rajala, T., Rakshit, S., Rubak, E., Schuhmacher, D., Turner, R., Wang, H., Zhan, T., & van Lieshout, M. (2026). spatstat.explore: Exploratory Data Analysis for the 'spatstat' Family (Version 3.8-2) [Computer software]. https://doi.org/10.32614/CRAN.package.spatstat.explore

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 spatstat.explore version 3.8-2 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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