Exploratory Data Analysis
davila7/claude-code-templates/cli-tool/components/skills/scientific/exploratory-data-analysisby davila78da17d671b6fNo license32K starsListed Oct 8, 2026Updated Oct 8, 2026Repository updated today
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand its structure, content, quality, and characteristics. Automatically detects file type and generates detailed markdown reports with format-specific analysis, quality metrics, and downstream analysis recommendations. Covers chemistry, bioinformatics, microscopy, spectroscopy, proteomics, metabolomics, and general scientific data formats.
Only the file list is public. File contents are available once the skill is installed in a workspace.
| Path | Size | Type |
|---|---|---|
| assets/report_template.md | 3.4 KB | text/markdown |
| references/bioinformatics_genomics_formats.md | 20.7 KB | text/markdown |
| references/chemistry_molecular_formats.md | 21.5 KB | text/markdown |
| references/general_scientific_formats.md | 14.9 KB | text/markdown |
| references/microscopy_imaging_formats.md | 18.1 KB | text/markdown |
| references/proteomics_metabolomics_formats.md | 15.2 KB | text/markdown |
| references/spectroscopy_analytical_formats.md | 17.6 KB | text/markdown |
| scripts/eda_analyzer.py | 20.8 KB | text/plain |
| SKILL.md | 13.9 KB | text/markdown |
Source and attribution
Source:davila7/claude-code-templatesincli-tool/components/skills/scientific/exploratory-data-analysisat commit8da17d6
License: No license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
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