South Africa
MODERATEPolitical Repression
South Africa shows moderate signals for political repression. 3,241 historical precedent windows were identified across 2 pattern length tiers. This means South Africa's economic indicators are following trajectories that, in other countries, preceded political repression events. The most recent matching event in the curated database was in 1988.
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 3,241historical cases where other countries' economic indicators followed a trajectory that subsequently led to a political repression event. South Africa's current indicator trajectory matches these historical patterns.
This does not mean South Africa will experience political repression. 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.