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.
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All routes below stay inside the same shared analytics surface.
News Lens Correlations
Live FastAPI data
What this page does
See which lenses move together and which provide independent signal.
Correlation Summary
Lenses12
Pairs25
Matrixescorr/cov/pairwise
Correlation Visuals
Top Lens Pairs (Correlation Raw)
| Lens A | Lens B | Correlation |
|---|---|---|
| Causal Attribution Lens | Credibility Lens | 0.5485 |
| Credibility Lens | Omission and Silence Lens | 0.4610 |
| Causal Attribution Lens | Hegemonic Common-Sense Lens | 0.4447 |
| Causal Attribution Lens | Emotional Intensity Lens | 0.4322 |
| Authority and Source Positioning Lens | Causal Attribution Lens | 0.4268 |
| Credibility Lens | Epistemic Modality and Certainty Lens | 0.4121 |
| Credibility Lens | Emotional Intensity Lens | 0.4047 |
| Causal Attribution Lens | Omission and Silence Lens | 0.4012 |
| Entity-Level Sentiment Lens | Sentiment Clarity Lens | 0.3900 |
| Hegemonic Common-Sense Lens | Omission and Silence Lens | 0.3810 |
| Credibility Lens | Hegemonic Common-Sense Lens | 0.3797 |
| Authority and Source Positioning Lens | Credibility Lens | 0.3791 |
| Agency and Voice Lens | Emotional Intensity Lens | 0.3711 |
| Causal Attribution Lens | Epistemic Modality and Certainty Lens | 0.3537 |
| Epistemic Modality and Certainty Lens | Hegemonic Common-Sense Lens | 0.3431 |
| Agency and Voice Lens | Causal Attribution Lens | 0.3399 |
| Authority and Source Positioning Lens | Omission and Silence Lens | 0.3364 |
| Authority and Source Positioning Lens | Objectivity vs Opinion Lens | 0.3204 |
| Authority and Source Positioning Lens | Hegemonic Common-Sense Lens | 0.3095 |
| Authority and Source Positioning Lens | Epistemic Modality and Certainty Lens | 0.3092 |
| Emotional Intensity Lens | Omission and Silence Lens | 0.3003 |
| Agency and Voice Lens | Epistemic Modality and Certainty Lens | 0.2951 |
| Agency and Voice Lens | Credibility Lens | 0.2888 |
| Credibility Lens | Objectivity vs Opinion Lens | 0.2503 |
| Emotional Intensity Lens | Epistemic Modality and Certainty Lens | 0.2260 |