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data-dictionary - Data Dictionary Generator

Auto-generates comprehensive codebooks from Stata .dta files, including variable lists, summary statistics, value labels, and missingness reports.

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Updated: 2026-09-20

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Load Stata .dta files
  • Extract dataset metadata and statistics
  • Classify variables by naming patterns
  • Analyze cross-variable relationships
  • Generate markdown codebook documents

Inputs

  • Stata .dta file or directory path
  • Execution mode and option flags

Outputs

  • Markdown or CSV codebook document

Requirements

  • Python environment
  • pandas library
  • pyreadstat library

Source

  • Spec: SKILL.md

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stata
dta
codebook
data-dictionary
summary-statistics
Load Stata .dta files
Extract dataset metadata and statistics
Classify variables by naming patterns
Analyze cross-variable relationships
Stata .dta file or directory path
Execution mode and option flags
Markdown or CSV codebook document