Data Science for Intelligence Skill

Purpose

This skill provides comprehensive data science methodologies tailored for political intelligence analysis in the CIA platform. It covers statistical analysis, machine learning, natural language processing, time series forecasting, and network analysis techniques applied to the 6 intelligence frameworks and 82 database views for democratic accountability assessment.

When to Use This Skill

Apply this skill when:

• ✅ Building predictive models for election outcomes or coalition stability
• ✅ Analyzing temporal patterns in voting behavior or policy positions
• ✅ Detecting anomalies in political behavior (sudden voting shifts, absences)
• ✅ Performing text analysis on parliamentary documents and speeches
• ✅ Constructing influence networks from voting alignment patterns
• ✅ Forecasting trends in party support or politician effectiveness
• ✅ Clustering politicians or parties by voting similarity

Do NOT use for:

• ❌ Simple aggregation queries (use SQL views instead)