Mandat JohorMandat Johor
Live data

Narrative Radar

What Johor is talking about

Issue clusters grouped deterministically from stored, receipted articles — velocity, affected seats and source diversity. Cluster summaries are template text over article counts; the pipeline never invents claims, and sentiment stays empty until a real sentiment model runs.

Live data0 confirmed clusters · 9 emerging signals · 9 stored articles

Confirmed narrative clusters

threshold: ≥2 stored articles from ≥2 independent sources in the window

No confirmed narrative cluster yet — the evidence threshold has not been met.

A narrative is confirmed only when at least two stored, receipted articles from two independent sources cover the same issue inside the current window. Until then, source-backed mentions are held below as emerging signals. This space is never filled with fabricated narratives.

Emerging signals

below cluster threshold (<2 articles / <2 sources) · counts and receipts only — no trend, velocity or sentiment

Registry entities mentioned by stored, receipted articles inside the current window that have not met the narrative cluster threshold. These are early mentions, not narratives — each is labelled accordingly and graduates only when the strict cluster rules are met.

Latest stored articles (live, receipted)