AR
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arxiv-database
This skill provides Python tools for searching and retrieving preprints from arXiv.org via its public Atom API. It supports keyword search,…
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Data & Repro
SP
spatial-statistics
Maintainer FreedomIntelligence · Last updated April 1, 2026
spatial-statistics.
Original source
FreedomIntelligence/OpenClaw-Medical-Skills
https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/spatial-statistics
- Maintainer
- FreedomIntelligence
- License
- MIT
- Last updated
- April 1, 2026
Skill Snapshot
Key Details From SKILL.md
Key Notes
- Compute spatial statistics and identify spatially variable features.
- sq.gr.spatial_neighbors(adata, coord_type='generic', n_neighs=6).
Source Doc
Excerpt From SKILL.md
Compute Moran's I for all genes (can be slow)
sq.gr.spatial_autocorr(adata, mode='moran')
Or for specific genes
sq.gr.spatial_autocorr(adata, mode='moran', genes=['GENE1', 'GENE2', 'GENE3'])
Results stored in adata.uns['moranI']
moran_results = adata.uns['moranI'] print(moran_results.head(20))
Use cases
- Use spatial-statistics for statistical testing and quantitative analysis.
- Apply spatial-statistics to research datasets that require rigorous inference.
Not for
- Do not rely on this catalog entry alone for installation or maintenance details.
Upstream Related Skills
- spatial-neighbors - Build spatial graphs (prerequisite)
- spatial-domains - Identify spatial domains
- spatial-visualization - Visualize spatial statistics
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