SA Labor Dynamics Engine

Stats SA: 33.6%
Polymarket Odds (<30% Rate Q4): 64.0%

Spatial Labor Flux (Matter.js Simulation)

Particles represent active labor force transitioning between sector basins.

Services/Infra
Mining/Agri
Unemployed
Discouraged

Policy Intervention Levers

25.0%

Targeted wage tax credits for ages 18-29

15.0%

Energy, logistics, and public works capital deployment

30.0%

Technical TVET grants and vocational apprenticeship match

40.0%

Streamlined hiring regulation & bargaining thresholds

Simulated Labor Force Metrics

Official Unemployment

31.2%

Baseline: 33.6% (-2.4%)

Expanded Rate (incl. discouraged)

39.8%

Baseline: 42.6% (-2.8%)

Net Jobs Created

+580k

Annualized expansion

Primary Sector Engine

Services & Infra

Highest labor absorption

Prediction Market Odds Analyzer

Polymarket Derived
Unemployment < 30.0% by Q4 64.0%
Unemployment > 35.0% (Macro Shock) 8.5%
Youth Unemployment < 55% 42.0%
Market Insight: Current policy mix generates enough momentum to lower headline unemployment below 32%, driving market confidence toward the sub-30% probability tier.

Policy Simulation & Export

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