Transform Design

This section documents the data transformation pipeline that converts raw scraped data into clean, structured datasets ready for model training.

🔄 Pipeline Stages

flowchart LR
    classDef bronze fill:#cd7f32,color:#fff
    classDef silver fill:#c0c0c0,color:#000
    classDef gold fill:#ffd700,color:#000

    Raw[Raw Data]:::bronze
    Clean[Cleaned Data]:::silver
    Structured[Structured Data]:::gold

    Raw --> Extract[Extraction]
    Extract --> Clean
    Clean --> Normalize[Normalization]
    Normalize --> Structured

📂 Modules

Module	Purpose	Design Doc
Extractor	PDF/HTML content extraction	View
Normalizer	Text normalization and cleaning	Planned
Validator	Schema validation and QA	Planned

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See also: Architecture Standards for data artifact taxonomy.