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 Source Tag Matrix
Live FastAPI data
What this page does
Inspect source-topic composition to contextualize source comparisons.
Matrix Visuals
Source x Tag Matrix
Showing the top 10 sources and top 10 tags.
| Source | politics | Iran | environment | Trump | world | technology | black-press | culture | progressive | military |
|---|---|---|---|---|---|---|---|---|---|---|
| Fox News | 44 | 11 | 0 | 22 | 0 | 1 | 0 | 0 | 0 | 15 |
| DW | 38 | 28 | 3 | 4 | 0 | 3 | 0 | 2 | 0 | 10 |
| BBC News | 49 | 17 | 0 | 5 | 0 | 0 | 0 | 0 | 0 | 6 |
| ABC News (Australia) | 20 | 14 | 1 | 7 | 0 | 1 | 0 | 0 | 0 | 9 |
| NPR | 20 | 27 | 6 | 20 | 0 | 5 | 0 | 2 | 0 | 12 |
| PBS NewsHour | 34 | 43 | 0 | 33 | 0 | 1 | 0 | 1 | 0 | 16 |
| The Guardian | 13 | 2 | 1 | 4 | 126 | 3 | 0 | 2 | 0 | 8 |
| Al Jazeera | 12 | 28 | 1 | 10 | 0 | 1 | 0 | 0 | 0 | 10 |
| CBS News | 14 | 26 | 0 | 23 | 0 | 1 | 0 | 0 | 0 | 7 |
| ABC News | 10 | 8 | 1 | 19 | 0 | 0 | 0 | 0 | 0 | 3 |
Source Tag Totals
| Source | Tag Assignments |
|---|---|
| Fox News | 935 |
| DW | 923 |
| BBC News | 920 |
| ABC News (Australia) | 897 |
| NPR | 815 |
| PBS NewsHour | 776 |
| The Guardian | 644 |
| Al Jazeera | 626 |
| CBS News | 537 |
| ABC News | 463 |
| ZeroHedge | 445 |
| NBC News | 398 |