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Signalcrest
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scienceentity · corroborated across sources

instagram

for product managers, UX researchers

Steady

7

signal score

as of 4d ago

1

live items

Steady

7-day est. ~5

hackernews

Why this scored 7

every term, weighted
Velocity+0.0 / 40 max

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

Acceleration+11.3 / 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+4.5 / 10 max

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

Saturation penalty8.6 / 30 max

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

Composite7.2

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

Outlook

low confidence · estimate, not a guarantee

7-day

~5

range 017

14-day

~1

range 016

30-day

~0

range 011

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

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. 125

    I Built an AI That Auto-Replies to Your Instagram DMs (No Login Required)

    An open-source Android AI can auto-reply to Instagram DMs without requiring login. — for mobile devs

    devtoaiCooling🔗 2 · instagram4d ago
  2. 216

    The Government Is Monitoring Anti-Flock TikTok and Instagram Accounts

    Governments tracking anti-flock TikTok and Instagram accounts may impact moderation and user privacy. — for policy teams, security engineers

    hackernewssecuritySteady11d ago
  3. 316

    Watching TikTok and Instagram deactivates the cognitive control network: Study

    Study links TikTok and Instagram use to reduced cognitive control, relevant for UX design. — for product managers, UX researchers

    hackernewsscienceSteady7d ago
  4. 47

    EU Commission: addictive design Instagram and Facebook in breach of the DSA

    EU Commission finds Instagram and Facebook in breach. — for regulators, social media companies

    hackernewsbusinessSteady48d ago