Seurat

R toolkit for single cell genomics

https://github.com/satijalab/seurat

Science Score: 36.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Committers with academic emails
    20 of 122 committers (16.4%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (9.7%) to scientific vocabulary

Keywords

cran human-cell-atlas single-cell-genomics single-cell-rna-seq

Keywords from Contributors

bioinformatics transcriptomics bioconductor single-cell anndata scanpy scverse genomics visualize-data dna
Last synced: 6 months ago · JSON representation

Repository

R toolkit for single cell genomics

Basic Info
Statistics
  • Stars: 2,500
  • Watchers: 76
  • Forks: 961
  • Open Issues: 351
  • Releases: 44
Topics
cran human-cell-atlas single-cell-genomics single-cell-rna-seq
Created almost 11 years ago · Last pushed 6 months ago
Metadata Files
Readme Changelog License Code of conduct

README.md

CRAN Version CRAN Downloads

Seurat v5

Seurat is an R toolkit for single cell genomics, developed and maintained by the Satija Lab at NYGC.

We are excited to release Seurat v5! This updates introduces new functionality for spatial, multimodal, and scalable single-cell analysis.

Seurat v5 is backwards-compatible with previous versions, so that users will continue to be able to re-run existing workflows.

Instructions, documentation, and tutorials can be found at:

  • https://satijalab.org/seurat

Seurat is also hosted on GitHub, you can view and clone the repository at

  • https://github.com/satijalab/seurat

Seurat has been successfully installed on Mac OS X, Linux, and Windows, using the devtools package to install directly from GitHub

Improvements and new features will be added on a regular basis, please post on the github page with any questions or if you would like to contribute

For a version history/changelog, please see the NEWS file.

Owner

  • Name: satijalab
  • Login: satijalab
  • Kind: organization

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 6,734
  • Total Committers: 122
  • Avg Commits per committer: 55.197
  • Development Distribution Score (DDS): 0.742
Past Year
  • Commits: 347
  • Committers: 26
  • Avg Commits per committer: 13.346
  • Development Distribution Score (DDS): 0.389
Top Committers
Name Email Commits
Andrew Butler a****3@g****m 1,739
Paul Hoffman m****e 938
Paul Hoffman p****n@n****g 771
yuhanH y****0@n****u 724
David Collins d****s@n****g 463
Saket Choudhary s****c@g****m 283
Rahul Satija r****a@n****g 281
timoast 4****t 255
AustinHartman h****9@g****m 166
Gesmira g****a@g****m 143
Christoph Hafemeister c****r@n****g 124
Madeline Kowalski m****i@g****m 71
Efthymia Papalexi e****9@n****u 68
samuel-marsh s****h@c****u 63
Jaison Jain j****8@g****m 49
Charlotte Darby c****y@n****g 47
Shiwei Zheng s****g@n****g 33
zskylarli z****6@c****u 32
Izzy Grabski i****g@i****g 29
Leon Fodoulian 3****n 27
adyzh j****3@c****u 25
rsatija s****l@g****m 23
TomKellyGenetics t****s@g****m 20
Nigel Delaney n****l@g****m 20
Jordan Sicherman j****n@1****m 19
Jaison Jain j****j@s****g 18
Scott Gigante s****e@g****m 17
Stephen Williams s****s@1****m 16
Paul Hoffman m****e@u****m 12
rharao 1****o 12
and 92 more...

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 2,324
  • Total pull requests: 275
  • Average time to close issues: 2 months
  • Average time to close pull requests: 5 months
  • Total issue authors: 1,613
  • Total pull request authors: 74
  • Average comments per issue: 2.61
  • Average comments per pull request: 1.36
  • Merged pull requests: 119
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 450
  • Pull requests: 157
  • Average time to close issues: 29 days
  • Average time to close pull requests: 11 days
  • Issue authors: 350
  • Pull request authors: 24
  • Average comments per issue: 1.02
  • Average comments per pull request: 0.73
  • Merged pull requests: 74
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
  • denvercal1234GitHub (21)
  • Flu09 (18)
  • BenjaminDEMAILLE (13)
  • LeaLe88 (12)
  • yulchen810 (11)
  • Dario-Rocha (10)
  • levinhein (10)
  • chrkuo (9)
  • lucygarner (8)
  • AAA-3 (8)
  • nick-youngblut (7)
  • chungsai (7)
  • grimwoo (7)
  • vertesy (7)
  • cathalgking (7)
Pull Request Authors
  • dcollins15 (86)
  • samuel-marsh (28)
  • YoukaiFromAccounting (12)
  • kew24 (6)
  • rharao (6)
  • dkcoxie (5)
  • stephenwilliams22 (5)
  • Sandman-1 (4)
  • Liripo (4)
  • attja (4)
  • mojaveazure (4)
  • AustinHartman (4)
  • zskylarli (4)
  • roi-meir (4)
  • jsicherman (3)
Top Labels
Issue Labels
bug (643) enhancement (96) documentation (81) more-information-needed (73) Analysis Question (13) duplicate (7) Installation Help (1) installation-help (1)
Pull Request Labels
bug (6)

Packages

  • Total packages: 2
  • Total downloads:
    • cran 53,057 last-month
  • Total docker downloads: 158,929
  • Total dependent packages: 65
    (may contain duplicates)
  • Total dependent repositories: 446
    (may contain duplicates)
  • Total versions: 65
  • Total maintainers: 1
cran.r-project.org: Seurat

Tools for Single Cell Genomics

  • Versions: 44
  • Dependent Packages: 63
  • Dependent Repositories: 433
  • Downloads: 53,057 Last month
  • Docker Downloads: 158,929
Rankings
Forks count: 0.1%
Stargazers count: 0.1%
Dependent repos count: 0.7%
Dependent packages count: 1.4%
Downloads: 1.8%
Average: 3.6%
Docker downloads count: 17.3%
Maintainers (1)
Last synced: 6 months ago
conda-forge.org: r-seurat
  • Versions: 21
  • Dependent Packages: 2
  • Dependent Repositories: 13
Rankings
Forks count: 5.7%
Stargazers count: 9.5%
Dependent repos count: 9.7%
Average: 11.1%
Dependent packages count: 19.6%
Last synced: 6 months ago

Dependencies

.github/workflows/R_CMD_check.yaml actions
  • actions/checkout v2 composite
  • actions/upload-artifact master composite
DESCRIPTION cran
  • R >= 4.0.0 depends
  • methods * depends
  • KernSmooth * imports
  • MASS * imports
  • Matrix >= 1.5 imports
  • RANN * imports
  • RColorBrewer * imports
  • ROCR * imports
  • Rcpp >= 1.0.7 imports
  • RcppAnnoy >= 0.0.18 imports
  • Rtsne * imports
  • SeuratObject >= 4.1.3 imports
  • cluster * imports
  • cowplot * imports
  • fitdistrplus * imports
  • future * imports
  • future.apply * imports
  • ggplot2 >= 3.3.0 imports
  • ggrepel * imports
  • ggridges * imports
  • grDevices * imports
  • graphics * imports
  • grid * imports
  • httr * imports
  • ica * imports
  • igraph * imports
  • irlba * imports
  • jsonlite * imports
  • leiden >= 0.3.1 imports
  • lmtest * imports
  • matrixStats * imports
  • miniUI * imports
  • patchwork * imports
  • pbapply * imports
  • plotly >= 4.9.0 imports
  • png * imports
  • progressr * imports
  • reticulate * imports
  • rlang * imports
  • scales * imports
  • scattermore >= 0.7 imports
  • sctransform >= 0.3.5 imports
  • shiny * imports
  • spatstat.explore * imports
  • spatstat.geom * imports
  • stats * imports
  • tibble * imports
  • tools * imports
  • utils * imports
  • uwot >= 0.1.14 imports
  • Biobase * suggests
  • BiocGenerics * suggests
  • DESeq2 * suggests
  • GenomeInfoDb * suggests
  • GenomicRanges * suggests
  • IRanges * suggests
  • MAST * suggests
  • R.utils * suggests
  • Rfast2 * suggests
  • S4Vectors * suggests
  • SingleCellExperiment * suggests
  • SummarizedExperiment * suggests
  • VGAM * suggests
  • ape * suggests
  • data.table * suggests
  • enrichR * suggests
  • ggrastr * suggests
  • hdf5r * suggests
  • limma * suggests
  • metap * suggests
  • mixtools * suggests
  • monocle * suggests
  • rsvd * suggests
  • rtracklayer * suggests
  • testthat * suggests