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Profile and explore a dataset v1.0.0

Use this resource to profile an unfamiliar table or file before any analysis

New

  • 514 downloads
  • 221 likes
  • 146 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install dataset-profiling-exploration

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent reads the metadata, computes null rates and distributions, spots anomalies and suggests dimensions, metrics and next analyses. You get a clear profile sheet.

Mostly picked by

Updated November 2, 2026

Card for the “Profile and explore a dataset” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: data access, profiling and quality checks
  • SKILL.md: output format and recommended follow-up analyses

Good fit for

  • You receive a file you do not know
  • You want to spot duplicates and suspicious values in a table

Not for

    Tags

    • profiling
    • data quality
    • exploration
    • table

    About

    You say

    “Profile the customers table: null rates, duplicates and the columns to analyze first.”

    Card for the “Profile and explore a dataset” skill

    Skill published by anthropics under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to profile an unfamiliar table or file before any analysis
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE11.5 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md11.6 KB

    Origin and licence

    Listed unmodified

    Author
    anthropics
    Source
    github.com/anthropics/knowledge-work-plugins/tree/2574e29377c7173d0cecffef29a6ecbd7f8ccb5d/data/skills/explore-data
    Licence
    Apache-2.0

    Notice

    « explore-data » (anthropics, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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