01
Collect coverage
We ingest stories from the configured providers and group them by shared topic and event.
Fair News
How it works
Fair News groups coverage around the same story, scores the provider mix, and keeps the public dashboard focused on readable patterns instead of noise.
What users see
- Coverage depth at a glance
- Left, center, and right distribution
- Story-level and provider-level detail
The process
Simple steps from collection to public explanation.
02
Score perspectives
Each article is assessed for left, center, and right signals, then summarized at the story level.
03
Surface the pattern
The dashboard shows the dominant mix, source count, and article volume so the coverage shape is obvious at a glance.
04
Open the details
Click any story to review provider-level breakdowns and the evidence behind the public summary.
Principles
Coverage first
The page is organized around what is being covered, not around a single outlet or one-off headline.
Bias as context
The readout is descriptive. It helps users compare patterns without pretending to be a verdict.
Fast public read
The public view stays compact so users can understand the story before they decide whether to drill in.
Why it matters
A faster read before the deep dive.
The public page is designed to answer the first question quickly: what is this story, how much coverage does it have, and how are providers framing it?
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