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dataset-insights

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Ranked dataset insights with reviewer scoring.

Data & Analytics#analysis#insights#review#duckdb#polars#dataset#profile
Authorgp201
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Profile a dataset and surface a small, ranked list of insights, each backed by data and a reviewer score.

Core Features & Use Cases

  • Profile datasets (parquet/csv/duckdb/sql) to extract schema, univariate statistics, and red flags.
  • Generate up to 7 insights, each with evidence, justification, caveats, and confidence.
  • Reviewer pass against INSIGHT_RUBRIC.md scores and suggests KEEP / STRENGTHEN / CUT.

Quick Start

Provide the dataset path and an output slug; the tool will profile the data and produce analysis/<slug>/.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: dataset-insights
Download link: https://github.com/gp201/agent-skills/archive/main.zip#dataset-insights

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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