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 Score Lab
Live FastAPI data
What this page does
Run focused scoring diagnostics and inspect model-output behavior.
Score Diagnostics
Scored Articles172
Zero Scores0
Unscorable3,924
Missing Score Objects0
Score Coverage4.2%
Score Lab Visuals
Score Status by Source
| Source | Scored | Zero | Unscorable |
|---|---|---|---|
| BBC News | 61 | 0 | 167 |
| Fox News | 11 | 0 | 210 |
| DW | 0 | 0 | 217 |
| ABC News (Australia) | 0 | 0 | 211 |
| NPR | 51 | 0 | 149 |
| PBS NewsHour | 5 | 0 | 179 |
| Al Jazeera | 0 | 0 | 149 |
| CBS News | 2 | 0 | 126 |
| The Guardian | 40 | 0 | 86 |
| ABC News | 1 | 0 | 112 |
| NBC News | 1 | 0 | 90 |
| ZeroHedge | 0 | 0 | 62 |
| CNBC | 0 | 0 | 61 |
| TechCrunch | 0 | 0 | 59 |
| The American Conservative | 0 | 0 | 59 |
| American Greatness | 0 | 0 | 59 |
| Native News Online | 0 | 0 | 58 |
| CBC News | 0 | 0 | 58 |
| Jacobin | 0 | 0 | 56 |
| The Blaze | 0 | 0 | 55 |
Scored Articles by Source
| Source | Count |
|---|---|
| BBC News | 61 |
| NPR | 51 |
| The Guardian | 40 |
| Fox News | 11 |
| PBS NewsHour | 5 |
| CBS News | 2 |
| ABC News | 1 |
| NBC News | 1 |
Tag Count Distribution
| Bucket | Articles |
|---|---|
| 0 | 7 |
| 1 | 0 |
| 2 | 0 |
| 3 | 194 |
| 4 | 1,240 |
| 5+ | 2,655 |
Scored: 172 | Positive: 172 | Zero: 0