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spearman-correlation

作者: Dong Zhao
Slug:spearman-correlation
版本:1.0.0
更新时间:2026-03-23 11:11:57
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OpenClaw: benign

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The skill's requests and instructions align with its stated purpose (Spearman correlation on tabular microbiome data); it is an instruction-only skill that lists appropriate Python dependencies and do...

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原始 JSON 数据
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        "_id": "k970qcbj2n6p4xy0kfv4xe7yvs83e2zx",
        "changelog": "Initial release of spearman-correlation skill:\n\n- Calculates Spearman correlation between two tables, tailored for microbiome data (e.g., family abundance vs. environmental factors).\n- Supports both single file and batch (folder) analysis, matching files by name and handling subfolders.\n- Automatically recognizes file formats (.txt, .tsv, .xlsx) and verifies matched sample columns.\n- Performs FDR (Benjamini-Hochberg) correction on p-values.\n- Outputs results in Excel (.xlsx) files with separate sheets for correlation coefficients, raw p-values, and FDR-adjusted p-values.\n- Summarizes significant correlations (both raw and FDR < 0.05) and reports the Top 10 positive\/negative associations.",
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        "createdAt": 1774235463607,
        "version": "1.0.0"
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        "displayName": "Dong Zhao",
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        "stats": {
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        },
        "summary": "计算两个表格之间的 Spearman 相关性,并输出 FDR 校正后的结果。适用于微生物组数据(如 Family 丰度表与环境因子\/功能基因表)的相关性分析。",
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