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DHS 'Predictive Policing' Unit Is Analyzing Americans' Financial Habits

DHS is using predictive policing to monitor citizens' financial behavior, raising privacy concerns.

Steady
Signal score
16
Trajectory
Cooling
7-day est. ~0

Why this scored 16

every term, weighted
Velocity+0.0 / 40

Engagement gained per hour since the last capture, against the fastest item on its own source

Acceleration+11.3 / 25

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

Cross-source spread+0.0 / 25

How many independent communities are talking about the same entity

Recency+7.9 / 10

Decays to zero over 14 days

Saturation penalty3.4 / 30

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

Composite15.8

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, 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

~0

range 012

14-day

~0

range 014

30-day

~0

range 019

Signal history

7-day window (free)
037

projected trajectory (estimate, not a guarantee)

Entities

dhs
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