Electoral Analysis Skill

Purpose

This skill provides comprehensive methodologies for analyzing Swedish electoral dynamics, forecasting election outcomes, predicting coalition formations, and assessing campaign effectiveness. It integrates statistical modeling, polling analysis, and historical trend analysis to produce high-confidence intelligence products for democratic accountability assessment.

When to Use This Skill

Apply this skill when:

• ✅ Forecasting election outcomes (seat projections, vote shares)
• ✅ Analyzing polling trends and calculating poll aggregates
• ✅ Predicting coalition formation post-election
• ✅ Assessing swing voter behavior and electoral volatility
• ✅ Evaluating campaign effectiveness and messaging impact
• ✅ Calculating electoral system effects (proportional representation, thresholds)
• ✅ Identifying marginal constituencies and competitive races

Do NOT use for:

• ❌ Individual voter predictions (violates privacy, no granular data)