2028 County Prediction
Running 4 models — Random Forest, Logistic Regression, SVM, Gradient Boosting…
First request after idle may take up to 60s on the free tier.
Wisdom Analysis
Explore in Google Colab — free, no install required
01 — Explore the Data
Load, visualize & inspect 233 county records across 6 election years (2004–2024)
02 — Train the Models
Preprocessing pipeline, Random Forest training with SMOTE balancing, feature importance chart
03 — Predict a County
Interactive county selector — all 4 models, Laplace fallback, accuracy comparison chart
About this project
🏛️
Public data only
County-level election records 2004–2024. No PII. No voter targeting.
🔬
4 ML models
Random Forest · Logistic Regression · SVM · Gradient Boosting with SMOTE balancing
⚖️
Non-partisan
Educational research only. Not for use in campaigns or political advertising.