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How to unnest a list-column as new rows in pre-existing columns?

Unnest list columns

Steady

6

signal score

Cooling

7-day est. ~0

Why this scored 6

every term, weighted
Velocity+3.3 / 40 max

Engagement per hour, normalized against the fastest item on 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 are talking about the same entity

Recency+5.4 / 10 max

Decays to zero over 14 days

Saturation penalty3.0 / 30 max

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite5.7

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic'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

medium confidence · estimate, not a guarantee

7-day

~0

range 00

14-day

~0

range 00

30-day

~0

range 00

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

Entities

rtidyr
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Drop this in a README or blog post — it updates automatically as the score moves.