Exploratory Data Analysis
zLanqing/codex-claude-academic-skills/scientific-toolkit-skill/references/scientific-skills/exploratory-data-analysisby zLanqing7ed6377f0efb6a38951b48ef03b19d996e454b1fMIT licenseListed Oct 9, 2026Updated Oct 9, 2026
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.
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Paste this prompt into Claude Code, Codex, Cursor or another agent that can run commands — or into SourceWeft chat. The agent reads this skill's install guide, shows you its source, license and scripts, and installs it with the SourceWeft CLI once you agree.
Read https://sourceweft.com/skills/gh-zlanqing-codex-claude-academic-skills-exploratory-data-analysis-scientific-toolkit-skill-references-scientific-skills-explorator-30b82229749ef1cd/install.md and install the skill it describes. Before installing, show me its source, license and whether it ships scripts, and wait for my OK. Ask me before changing anything else on my machine.Install it yourself from a terminal
For Claude Code, Codex, Cursor and other local agents. The SourceWeft CLI fetches the skill from its source repository at the commit scanned here, and verifies every file against the hashes recorded when the skill was scanned. If anything differs, nothing is written.
npx @sourceweft/cli skills install @zlanqing/exploratory-data-analysisAdd --agent claude-code, codex, cursor or universal to choose which agent gets it (Claude Code by default).
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Upstream installer — not verified by SourceWeft
The open-source skills installer fetches the same pinned commit, but does not check the files against the hashes SourceWeft recorded.
npx skills add https://github.com/zLanqing/codex-claude-academic-skills/tree/7ed6377f0efb6a38951b48ef03b19d996e454b1f/scientific-toolkit-skill/references/scientific-skills/exploratory-data-analysisSource and attribution
Source:zLanqing/codex-claude-academic-skillsinscientific-toolkit-skill/references/scientific-skills/exploratory-data-analysisat commit7ed6377
License: MIT license
Content belongs to its original authors. SourceWeft indexes it from a public repository.
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