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DAAF-Contribution-Community

election-data-source-countypres

DAAF-Contribution-Community/daaf/.claude/skills/election-data-source-countypres/SKILL.md

County Presidential Returns 2000-2024 (MIT MEDSL). Vote shares, party trends, turnout by county_fips (joins census/education data). Requires HARVARD_DATAVERSE_API_KEY set via environment_settings.txt. Critical: naive mode='TOTAL' filtering silently drops ~1,000 counties in post-2020 data where states report by vote mode (absentee, election-day, provisional) instead of totals — use 3-pattern reconstruction (TOTAL-present rows kept, breakdown-only counties summed across modes, empty-string mode rows reclassified). Categorical variables use uppercase strings, not Portal integer codes.

Skill233 starsChanged 55 days ago
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