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format-data

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Finish data prep with modeling-ready formatting.

Data & Analytics#data-preparation#crisp-dm#format-data#train-validation-test#dataset-formatting
Authorthbraet
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Format-data resolves the need to finalize a combined dataset for modeling by applying final formatting transformations such as type casting, column ordering, and deterministic splits.

Core Features & Use Cases

  • Final formatting transformations: type casting, column ordering, renaming, and encoding for modeling tools
  • Train/Validation/Test splits: temporal or deterministic partitioning with clear boundaries
  • Output artifacts: generation of a working notebook (notebooks/3.5-format-data.ipynb) and a structured summary document (docs/crisp-dm/3-data-preparation/3.5-format-data.md)
  • Documentation artifact: dataset card and loading instructions for reproducibility

Quick Start

Format the integrated dataset (3.4) into a modeling-ready schema and generate the accompanying 3.5-format-data notebook and summary.

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: format-data
Download link: https://github.com/thbraet/claude-template/archive/main.zip#format-data

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