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📐 Omega Master Schema

Every record in every BWB dataset follows this exact schema. Machine-ready, GICS-tagged, CC BY 4.0.

{
  "omega_id": "string — unique record identifier (UUID)",
  "source_family": "string — dataset family id",
  "source_name": "string — human-readable source name",
  "gics_sector": "string — GICS sector (e.g. 'Information Technology')",
  "gics_industry": "string — GICS industry (e.g. 'Semiconductors')",
  "data_type": "enum — news | government | biotech | tech | academic | signal | corpus | book | archive",
  "timestamp": "ISO-8601 — publication or creation datetime",
  "region": "string — country or region (e.g. 'United States', 'Global')",
  "entities": "array<string> — named entities extracted from content",
  "metadata": {
    "update_frequency": "string — how often this family updates",
    "confidence": "float 0-1 — guardian verification score",
    "version": "string — dataset schema version",
    "word_count": "integer — word count of payload body",
    "guardian_verified": "boolean — passed BWB quality guardian",
    "author": "string — Billy Odell Tucker-Robinson",
    "license": "string — CC BY 4.0 — Banking With Billy"
  },
  "payload": {
    "headline": "string — article headline or book title",
    "lead": "string — opening paragraph",
    "body": "string — full article body",
    "why_it_matters": "string — Billy's analysis",
    "source_url": "string — original source URL",
    "chapters": "array — book chapters (Long-Form Books family only)"
  }
}
🌍 Global Financial Intelligence bwbnews:article:, bwbcn: 50,000+
📊 GICS Sector Intelligence bwbnews:article:, bwbom:art: 25,000+
AI & Tech Ecosystem Intelligence bwbnews:article:, bwbom:art: 20,000+
🏛️ Government & Regulatory Intelligence bwbnews:article:, bwbom:art:, fda:catalysts: 15,000+
🧬 Biotech & Clinical Intelligence bwbnews:article:, bwbom:art:, fda:catalysts: 10,000+
🌐 World News Intelligence bwbnews:article:, bwbwn:art: 30,000+
📡 BWB Breaking News Intelligence bwbnews:article:, kv_channel_cards 15,000+
🗞️ OpenPress Network Intelligence bwbnews:article:, opn: 15,000+
🔬 Scientific & Academic Intelligence bwbnews:article:, bwbom:art: 12,000+
🎙️ Billy Voice Corpus bwbnews:article:, bwbbooks:book:, bwbwn:art: 60,000+
📚 Long-Form Book Intelligence bwbbooks:book:, bwbom:bk:, bk:book: 100,000+ chapters
🗄️ Archive & Time-Series Intelligence bwbnews:article:, bwbbooks:book:, bwbom:art:, bwbwn:art: 200,000+