Countries/Egypt/Mass Protest

Egypt

HIGH

Mass Protest

Scoring: V1.8.1
Updated: 4/13/2026

Egypt shows elevated signals for mass protest. 55,253 historical precedent windows were identified across all four pattern length tiers (short, medium, long, and institutional). This means Egypt's economic indicators are following trajectories that, in other countries, preceded mass protest events. The most recent matching event in the curated database was in 2019.

55,253
Precedent Windows
Historical trajectory matches
1.12
Peak Salience
Moderate signal
4
Active Tiers
of 4 pattern length tiers
2019
Last Event Year
Most recent matching event

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.

S
Short-term (3–8 years)
6,114 precedents · salience=1.12
M
Medium-term (9–20 years)
14,586 precedents · salience=1.07
L
Long-term (21–40 years)
23,060 precedents · salience=0.85
XL
Institutional (41+ years)
11,493 precedents · salience=0.57

What This Means

QGI found 55,253historical cases where other countries' economic indicators followed a trajectory that subsequently led to a mass protest event. Egypt's current indicator trajectory matches these historical patterns.

This does not mean Egypt will experience mass protest. It means the economic conditions that historically preceded such events in other countries are present in Egypt'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.