Countries/Ecuador/Mass Protest

Ecuador

MODERATE

Mass Protest

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

Ecuador shows weak signals for mass protest. 40,962 historical precedent windows were identified across all four pattern length tiers (short, medium, long, and institutional). This means Ecuador'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 2022.

40,962
Precedent Windows
Historical trajectory matches
0.11
Peak Salience
Weak signal
4
Active Tiers
of 4 pattern length tiers
2022
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)
4,248 precedents · salience=-0.04
M
Medium-term (9–20 years)
10,920 precedents · salience=0.11
L
Long-term (21–40 years)
15,790 precedents · salience=-0.82
XL
Institutional (41+ years)
10,004 precedents · salience=-0.73

What This Means

QGI found 40,962historical cases where other countries' economic indicators followed a trajectory that subsequently led to a mass protest event. Ecuador's current indicator trajectory matches these historical patterns.

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