RiskyEats

FRI

Official records + calculations Counts and statistics derived from cited public records. Definitions →

Florida Restaurant Intelligence methods

Definitions, evidence labels, model limits, and correction policy.

Florida Restaurant Intelligence methods Florida Restaurant Intelligence connects official records, deterministic calculations, model forecasts, and reviewed editorial findings without presenting them as the same kind of evidence.

Updated 2026-08-29 05:02 UTC

Evidence taxonomy

Official record A direct DBPR or Sunbiz status, inspection, filing, or action.
RiskyEats calculation A deterministic calculation from cited official records, with scope, period, numerator, and denominator.
Model forecast A probabilistic output with an as-of date, model version, uncertainty, and known limitations.
Editorial finding A reviewed interpretation supported by linked evidence and subject to the correction policy.

Metric dictionary

Emergency-order recommendation inspection disposition count stated report window An official DBPR inspection outcome; it is not the same as a permanent closure.
DBPR 45/46 status license count or share as-of date shown A delinquent or inactive regulatory status, not automatic proof that the storefront closed.
Inspection-pattern anomaly peer-relative analytical band stated observation window A record outside its comparison range and a lead for review, not a violation finding.
Closure-pressure forecast calibrated probability 90-day model horizon A model estimate, not an official status or guaranteed outcome.

Closure-pressure model card

Objective Prioritize aggregate closure-pressure research and reviewed case leads.
Excluded use Do not treat a forecast as an official closure, food-safety determination, credit decision, or unreviewed accusation.
Outcome horizon 90 days.
Training window 2014-01-01 through 2024-12-31 snapshots by default; 2025 is reserved for drift review, not nightly fitting
Holdout strategy stratified random holdout within training cohort
Training rows 15,522 training rows; 1,194 positive (7.7% base rate); 3,881 holdout (299 positive)
AUC 0.7386365121781333
Brier score 0.06740779069967691
Calibration error 0.027366996709082644
Top-decile precision 27.8%
False-positive rate at 0.50 0.0%
Missing data No-inspection and unresolved-identity records are excluded from named publication.
Publication status Named-business forecasts withheld pending completed governance review.
Corrections Email corrections@riskyeats.com with the license number and the discrepancy; see Contact & corrections on /disclosure.html.

Data sources: FRI. Built from DBPR public inspection records, Florida Sunbiz business filings, and Foursquare/OSS location data. All counts are derived from public records — no estimates or projections unless labeled as forecast.

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