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businessentity · corroborated across sources

road maintenance scheduling

for transportation planners

Steady

21

signal score

as of 9d ago

1

live items

Too early

trajectory — needs a few more snapshots

arxiv

Why this scored 21

every term, weighted
Velocity+0.0 / 40 max

Its fastest-moving item, measured against the pace of its own source

Acceleration+11.5 / 25 max

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+0.0 / 25 max

How many independent communities its own items come from

Recency+9.3 / 10 max

Decays to zero over 14 days, counted from when we first saw it

Saturation penalty0.1 / 30 max

Subtracted once something is big and old — sized by its biggest item, aged from when we first saw it

Composite20.6

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On an entity's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Signal history

7-day window (free)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

The evidence

The live items this entity's score aggregates — every community independently talking about it right now. This is the corroboration, shown, not claimed.

  1. 119

    Optimal Scheduling of Road Maintenance Jobs Considering Impact on Traffic Flows

    Optimizes road work planning to minimize traffic disruption and costs. — for transportation planners

    arxivbusinessSteady10d ago