News Analytics

FastAPI-backed source, lens, workflow, and event diagnostics

The news surface reads from the backend contract and exposes exploratory comparisons, data quality checks, workflow health, and same-event analysis.

Index

Pages

All routes below stay inside the same shared analytics surface.

News Workflow Status

Live FastAPI data

What this page does

Monitor freshness, scrape/scoring health, and current pipeline status.

Data Mode

CurrentSnapshot

Snapshot mode requires a valid date (`YYYY-MM-DD`). Falling back to current data until provided.

Pipeline Snapshot

Input Articles4,611
Excluded (Scrape Errors)515
Included Articles4,096
Scored Articles172
Zero Scores0
Unscorable3,924
Coverage4.2%

Snapshot mode. Refresh checks

Runtime Checks

  • Ingest + digest endpoint: PASS
  • Scrape filtering in effect: PASS
  • Rubric scoring present: PASS
  • Unscorable article gate: WARN
  • Precomputed contract present: PASS
  • Freshness gate: WARN Snapshot mode does not use freshness health gate.
CheckEndpointStatusDetail
Digest/api/news/digest?limit=1HTTP 200current
Latest/api/news/digest/latestHTTP 200current
Stats/api/news/statsHTTP 200current
Freshness/health/news-freshnessHTTP 503current

Latest Article

U.S. vows to "swiftly punish" Iran as at least 3 troops killed

Source: CBS News
Published (UTC): 2026-07-20T15:18:03Z

The U.S. has vowed to respond swiftly against Iran following attacks that resulted in the deaths of at least three American service members.

Open Article