Market News methodology

How TradeAnalyzer.Pro builds evidence-grounded 4-hour market digests, labels bias, and translates across languages.

Publisher

TradeAnalyzer.Pro publishes original market digests for research context. Contact and legal details are on the site imprint and contact pages.

What these pages are

Each 4-hour digest synthesizes multiple RSS headlines for one market window (crypto, forex, stocks or commodities). Daily and longer briefs summarise prior digests. This is not a wire reprint and not investment advice.

How digests are produced

  1. RSS ingest from configured public feeds into our database.
  2. Automated event analysis against the ingested headlines only.
  3. Deterministic validation (source IDs, causality checks, window richness).
  4. Editorial rewrite into structured HTML.
  5. Translation into supported languages with number and meaning checks.
  6. Static HTML generation with locale hreflang and sitemap entries.

Large language models assist analysis, editing and translation. Outputs are gated by deterministic validators. We do not claim continuous human editorial review of every digest.

Bias labels

  • Bullish / Bearish — directional fundamental lean for the primary instrument.
  • Neutral — no material directional lean in the window.
  • Mixed — conflicting material drivers for the primary instrument.
  • Insufficient data — evidence too thin to publish a lean.

Evidence quality and directional conviction are qualitative descriptors, not calibrated win probabilities. Cross-market assessment is shown separately when it differs from the primary-instrument bias.

Sources and limits

When available, digests and briefs list the ingested headlines (title, publisher, link, date) used for that window. We do not invent sources. An asset sale is not treated as a production cut unless sources explicitly say so. Temporal coincidence is not treated as proven causation. Digest publication times are not event times.

Updates and corrections

Historical digests remain as archive. Closed analysis windows are labelled as historical. Day briefs are day-in-review archives. We do not silently rewrite old facts with newer events. A pure template rebuild does not change the editorial publication date. Material pipeline fixes apply to new digests and to template regeneration of existing pages.

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