Analysis
Understanding Anti-Incumbency: A Data Framework
How do we quantify anti-incumbency sentiment? We break down our multi-variable framework for measuring voter fatigue and its electoral impact.
BlogInsights &
Insights &
Analysis
Perspectives on Indian politics, electoral dynamics, and the intersection of data and democracy.
Featured
Methodology
The POLIQ Approach: How We Build Election Projections
A deep dive into our proprietary methodology how we combine six distinct data streams into seat-level election forecasts that achieve accuracy beyond traditional polling methods.
Methodology
Why Single-Source Polls Fail: The Case for Multi-Source Intelligence
Traditional polling relies on one method. Here's why combining ground reports, digital sentiment, and anonymous opinions produces far more accurate forecasts.
Insight
Social Media vs. Ground Reality: Bridging the Gap
Social media trends don't always reflect electoral outcomes. We explore when digital sentiment aligns with ground reality and when it diverges.