ruvector/examples/data/discoveries/swarm_markets.json
Claude 402d5dccd8 feat: ETL pipeline with sublinear ForwardPush PPR for cross-domain discovery
Three-stage pipeline (Extract → Transform → Load) using ruvector-solver:
- Extract: loads 460+ discoveries from 48 JSON data sources
- Transform: embeds into 64-dim vectors, builds 8-NN sparse graph,
  runs ForwardPush PPR (sublinear O(1/ε), Andersen-Chung-Lang 2006)
- Load: outputs ranked cross-domain correlations + 12×12 domain matrix

New data sources from parallel explorer swarms:
- Humanities: Harvard Art, Library of Congress, Open Library, Nobel, Smithsonian
- Genetics/Env: ClinVar variants, GBIF endangered, EPA air, marine, satellite fires
- Tech/Infra: GitHub trending, Hacker News, SpaceX, ISS, crypto/forex markets

Novel discoveries found by PPR:
- Technology→Earth climate correlation (equatorial weather patterns)
- Technology→Space-science link (ultra-short period brown dwarf)
- Life-science→Academic (agentic AI + GPCR drug discovery bridge)

https://claude.ai/code/session_01UWE22wnsZRSHKhT4h4Axby
2026-03-16 23:17:00 -04:00

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{
"fetched_at": "2026-03-15T23:47:40.544632+00:00",
"entries": [
{
"title": "Bitcoin Price",
"content": "USD: $72,708.00. 24h Change: 2.17%",
"timestamp": "2026-03-15T23:47:40.544632+00:00",
"source": "coingecko_api",
"confidence": 0.9
},
{
"title": "Ethereum Price",
"content": "USD: $2,179.53. 24h Change: 3.95%",
"timestamp": "2026-03-15T23:47:40.544632+00:00",
"source": "coingecko_api",
"confidence": 0.9
},
{
"title": "Solana Price",
"content": "USD: $92.04. 24h Change: 4.51%",
"timestamp": "2026-03-15T23:47:40.544632+00:00",
"source": "coingecko_api",
"confidence": 0.9
},
{
"title": "USD Exchange Rates (2026-03-13)",
"content": "Base: USD. Key rates: EUR: 0.87138, GBP: 0.75377, JPY: 159.33, CNY: 6.8966, CHF: 0.78721, CAD: 1.3703, AUD: 1.4197, INR: 92.38, KRW: 1491.7, BRL: 5.2433. Total currencies: 29",
"timestamp": "2026-03-15T23:47:40.544632+00:00",
"source": "frankfurter_api",
"confidence": 0.92
}
]
}