Prediction Dashboard
Manguang Metropolitan Municipality · 7-day crime hotspot forecast
Live · Updated 2 min ago2026-05-25
7-Day Prediction Window
Viewing: Today — May 25, 2026
High RiskMedium RiskLow Risk
+1 vs yesterday
3
High Risk Zones
Bloemfontein CBD, Bloemspruit, Park Road
±0 vs yesterday
7
Medium Risk Zones
Includes Welkom, Botshabelo, Thaba Nchu
-2 vs yesterday
12
Low Risk Zones
Suburban residential areas
Manguang Hotspot MapLIVE
SAPS Data · Free State
Prediction Factors
Time of Day
31%Night (22:00–02:00)
Historical Density
27%749 drug cases (Q1)
Socioeconomic Index
19%Gini: 0.63 (High)
Weather Conditions
12%Clear · 12°C
Seasonal Trend
11%+11.2% YoY Manguang
Model
Random Forest + LSTM Ensemble
F1: 0.74 · P: 0.71 · R: 0.77
Recent Alerts
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