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ClaudSkills / General / automation

Dataset Profiling

Category: General  ·  Sub-category: automation  ·  Last updated:
Dataset profiling expertise — auto-scans for missing values, outliers, class imbalance, correlation issues, and schema drift

From the source SKILL.md

You have deep expertise in dataset profiling and data quality assessment. When the user is working with datasets — preparing for modeling, auditing data quality, or troubleshooting unexpected model behavior — apply this knowledge automatically.

What this skill does

Dataset Profiling is a community-contributed Claude Code skill in the automation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/dataset-profiling/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Dataset Profiling Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 68,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/dataset-profiling
curl -L https://claudskills.com/skills/dataset-profiling/SKILL.md \
  -o ~/.claude/skills/dataset-profiling/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/dataset-profiling/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/dataset-profiling/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\dataset-profiling\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Attribution & license

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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