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Methodology Notes v1 (Placeholder)

A placeholder methodology post outlining sourcing, normalization, and QA logic.

2/6/2026

Methodology Notes v1

This draft explains how data is collected and validated.

Sources

  • Public product pages and disclosures
  • Brand-level category metadata
  • Manual QA checks

Normalization principles

  1. Canonical material naming
  2. Unit and share harmonization
  3. Duplicate SKU collapse

QA workflow

  • Automated anomaly checks
  • Spot reviews by market and category
  • Change log review before publish

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