South Africa
MODERATEPolitical Violence
South Africa shows weak signals for political violence. 6,245 historical precedent windows were identified across all four pattern length tiers (short, medium, long, and institutional). This means South Africa's economic indicators are following trajectories that, in other countries, preceded political violence events. The most recent matching event in the curated database was in 2021.
Signal by Pattern Length Tier
Different pattern lengths capture different dynamics. Short patterns (3–8 years) detect policy cycles and fiscal crises. Long patterns (21+ years) detect structural and institutional trajectories.
What This Means
QGI found 6,245historical cases where other countries' economic indicators followed a trajectory that subsequently led to a political violence event. South Africa's current indicator trajectory matches these historical patterns.
This does not mean South Africa will experience political violence. It means the economic conditions that historically preceded such events in other countries are present in South Africa's current data. Analysts should examine the underlying evidence and apply domain expertise.
QGI surfaces economically-grounded risk candidates that analysts should examine. Risk tiers reflect historical precedent density, not probability forecasts.