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SpaNorm

Bioc current

Spatially-aware normalisation for spatial transcriptomics data

v1.6.0 · Package record · software · GPL (>= 3)

Release Lineage

Entered 3.20 · Oct 30, 2024

Current · Requires R 4.6

1.0 In 4 of 49 releases 3.23

Description

This package implements the spatially aware library size normalisation algorithm, SpaNorm. SpaNorm normalises out library size effects while retaining biology through the modelling of smooth functions for each effect. Normalisation is performed in a gene- and cell-/spot- specific manner, yielding library size adjusted data.

Advisories

None published for Bioconductor

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

62 3 exported

Complexity

4.8 avg / 29 max

Call network

62 nodes / 88 edges

Test coverage is not measured for Bioconductor packages; nodes fall back to a neutral fill.

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

Code

Structure

Lines of code

3,920

Files

41

Compiled share

0%

Has compiled src

No

Language breakdown

R 2,307 (58.9%)Tests 725 (18.5%)Docs 533 (13.6%)Vignettes 355 (9.1%)

API

Exported functions

8

Internal functions

58

Recent export changes

v3.23+4 SpaNormPCA, SpaNormSVG, plotCovariate +1 more
v3.20+4 SpaNorm, fastSizeFactors, filterGenes +1 more

Testing

Has tests

Yes

Test-to-code ratio

0.31

testthat edition

3

Docs

Roxygen coverage

100%

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

0%

Unsafe pattern score

0

Dep constraint coverage

0%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.4

System requirements

–

C++ standard

–

License

GPL (>= 3)

License flags

SPDX valid, OSI approved

History

Versions

4

First release

2024-10-29

Latest release

2026-04-28

Avg cadence

181 days

Cold removal rate

–

Dep drift

2

LOC over versions

v3.20: 2,029 LOCv3.21: 2,029 LOCv3.22: 2,029 LOCv3.23: 3,920 LOC

Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/bioc-code-metrics.

Documentation

In the Bioconductor 3.23 release
READMEYes · 271 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structuredCitation fileYes · cites a publicationWebsiteYes
Help pages
11 (1 internal)
Examples that run
100%9 run in a plain check
Exported functions with examples
100%
Documented parameters
100%
Return-value docs
100%
Help pages citing references
9% with a bibliography file
Vignettes (1)

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/bhuvad/spanorm on 2026-10-21.

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 (2)

GitHub Pages site last deployed 2026-10-21 · The repository has a site deploy workflow

Reproducibility and dev environment (1)
Dev Container
Automation and maintenance (1)
Dependabot
How this is detected·Detection ruleset v4 (2026-10-20)

Datasets

Bundled datasets · 1
NameClassSizeAlso in
HumanDLPFC–––

All of SpaNorm's data objects

Topics

Maintainer
Dharmesh D. Bhuva

Available on

CRANr2uBioconductorautoCRANCOPR

People

Cite

Cite this package

Run in R for the authors' entry:

citation("SpaNorm")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1101/2024.05.31.596908.

Cite the R Observatory

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

APA

Balamuta, J. J. (2026). R Observatory: Metrics for SpaNorm version 1.6.0 [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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