Ohio Districts

Analytics Deep Dive

Machine learning insights from SHAP explainability, UMAP clustering, DIME ideology scores, and association rule mining.

Analytics computed via SHAP (vote prediction explainability), UMAP + HDBSCAN (voting cluster detection), DIME (ideology scoring), and FP-Growth (association rule mining).