Signalcrest
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devtoolsentity · corroborated across sources

aiofiles

for python devs

Steady

14

signal score

1

live items

Accelerating

7-day est. ~15

stackoverflow

Why this scored 14

every term, weighted
Velocity+5.8 / 40 max

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

Acceleration+0.0 / 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+8.5 / 10 max

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

Saturation penalty0.6 / 30 max

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

Composite13.7

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. Full methodology

Outlook

low confidence · estimate, not a guarantee

7-day

~15

range 1219

14-day

~17

range 1321

30-day

~17

range 1223

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. 119

    RuntimeError: Event loop is closed - python exception

    Python exception occurs — for python devs

    stackoverflowdevtoolsSteady🔗 3 · python2d ago