Signal Analytics

Signal Quality Dashboard

Transparency analytics for the 5-stage DeGroot Consensus signal refinement pipeline. Monitor source credibility distribution, event classification patterns, convergence metrics, and multi-source contribution breakdown.

Total Events

500

Rolling 30-day total (from database)

Active Signals

411

59 countries (from database)

Avg Confidence

81.8%

LLM classification (30-day avg)

Avg Signal |Δ|

0.295

Mean absolute signal

Unique Sources

113

Distinct domains (30-day window)

Scheduler Status

Batch and article counts below are held in server memory and reset on each deployment or restart. The summary metrics above (Total Events, Active Signals, Unique Sources) are database-backed and persist across restarts.

Status: Running
Countries: 85 baseline countries + 15 signal-only jurisdictions
Last Batch: 5/15/2026, 7:23:57 PM
Total Batches (since restart): 170
Articles Processed (since restart): 18472
Source Credibility Tier Distribution

Events classified by Bayesian source credibility scoring (Stage 1 of the pipeline)

Event Count by Tier

Unknown499 events = 99.8% of 500 total
Tier 31 events = 0.2% of 500 total

Reconciliation: 500 summed = 500 total events. Share percentages above are computed as (tier count / 500).

Bayesian Credibility Weights (separate from event counts)

These weights are prior reliability scores assigned to each source tier. They are not percentages of total events.

Tier 3

72%

weight

Unknown

40%

weight

Top Sources by Event Count

Most active OSINT sources contributing to the signal pipeline

Al Jazeera
39
BBC World
36
France 24
34
The Guardian World
34
SCMP Asia
33
NPR World
27
Japan Times
27
DW News
24
HDX/International Federation of Red Cross and Red Crescent Societies (IFRC)
16
War on the Rocks
14
HDX/OCHA Financial Tracking System (FTS)
13
HDX/Global Disaster Alert and Coordination System
12
HDX/HDX
11
HDX/UNHCR - The UN Refugee Agency
10
HDX/Food and Agriculture Organization (FAO) of the United Nations
10
Credibility Tier Reference

Bayesian prior weights assigned to known source domains

TierScore RangeDescriptionExamples
Tier 10.90 - 1.00Major wire services and global outletsReuters, AP, BBC, NYT, Bloomberg
Tier 20.80 - 0.89National broadsheets and major networksCNN, Politico, SCMP, Haaretz
Tier 30.70 - 0.79Regional and specialized outletsMiddle East Eye, Euronews, CNA
Tier 40.40 - 0.50State-affiliated (bias discount)RT, Sputnik, Global Times, TASS
Unknown0.40Unclassified domains (conservative prior)Any domain not in the tier list