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ggsc

Bioc current

Visualizing Single Cell and Spatial Transcriptomics

v1.10.1 · Package record · software · Artistic-2.0

Release Lineage

Entered 3.18 · Oct 25, 2023

Current · Requires R 4.6

1.0 In 6 of 49 releases 3.23

Description

Useful functions to visualize single cell and spatial data. It supports visualizing 'Seurat', 'SingleCellExperiment' and 'SpatialExperiment' objects through grammar of graphics syntax implemented in 'ggplot2'.

Advisories

None published for Bioconductor

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

70 13 exported

Complexity

3.2 avg / 20 max

Call network

70 nodes / 36 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

4,718

Files

49

Compiled share

4%

Has compiled src

Yes

Language breakdown

R 2,856 (60.5%)C/C++/src 191 (4%)Tests 35 (0.7%)Docs 1,606 (34%)Vignettes 30 (0.6%)

API

Exported functions

23

Internal functions

47

Recent export changes

v3.20+5 %<+%, draw_key_bgpoint, geom_bgpoint +2 more  −1 draw_key_scattermore2
v3.19+6 draw_key_scattermore2, geom_scattermore2, sc_dot +3 more

Testing

Has tests

Yes

Test-to-code ratio

0.01

testthat edition

3

Docs

Roxygen coverage

95.7%

Health & Security signals

Informational signals; not verdicts.

on.exit coverage

–

Unsafe pattern score

0

Dep constraint coverage

4.5%

Secret pattern count

0

Bundled 3rd-party code

2 items

Portability & License

Min R version

4.1.0

System requirements

1 externalGNU make

C++ standard

–

License

Artistic-2.0

License flags

SPDX valid, OSI approved

History

Versions

6

First release

2023-10-31

Latest release

2026-05-17

Avg cadence

182 days

Cold removal rate

100%

Dep drift

3

LOC over versions

v3.18: 2,570 LOCv3.19: 3,650 LOCv3.20: 4,676 LOCv3.21: 4,693 LOCv3.22: 4,693 LOCv3.23: 4,718 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
README· In the Bioconductor git repository, left out of the releaseVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 1.10.1Citation fileNoWebsiteYes
Help pages
21 (2 internal)includes a package overview page
Examples that run
87%13 run in a plain check · 2 never run
Exported functions with examples
79%
Documented parameters
98%
Return-value docs
95%
Help pages citing references
0%
Changes in 1.10.1 (Bioconductor 3.23)
  • compatible with Seurat V5 (2026-05-17, Sun)

From NEWS.md in the release

Repository practices

Upstream repositoryBeta

5 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/yulab-smu/ggsc 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)
README.Rmd

GitHub Pages site last deployed 2026-10-12

Reproducibility and dev environment (1)
Makefile
How this is detected·Detection ruleset v4 (2026-10-20)

Topics

Maintainer
Guangchuang Yu

Available on

CRANr2uBioconductorautoCRANCOPR

Suggested by (1)

SVP

People

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ggsc")
Yu, G., Sato, N., & Xu, S. (2026). ggsc: Visualizing Single Cell and Spatial Transcriptomics (Version 1.10.1) [Computer software]. https://bioconductor.org/packages/ggsc

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.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for ggsc version 1.10.1 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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