✶ City Overview · Chicago, IL 60601 · Live Feed ✶The City That Works
Tracked
—
food businesses
High Risk
—
0.0% of total
Confirmed Closed
—
ground truth labels
Model AUC
—
XGBoost · 5-fold CV
Risk Feed
Closure Rate by Risk Bucket
High46.4%
businesses
Medium9.5%
businesses
Low0.9%
businesses

HIGH-risk businesses close at 46× the baseline rate.

Top Predictors (SHAP)
days_since_last_inspection100
all_time_violations / insp18
violations_180d14
result_trend13
total_inspections12
all_time_fail_rate9
✶ Neighborhood Watch
Wicker Park12 alerts
Logan Square8 alerts
Pilsen6 alerts
Hyde Park5 alerts
Lincoln Square3 alerts

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