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Using real IRS tax statistics and advanced machine learning, discover income predictions for any U.S. ZIP code with 94.5% accuracy
Enter a ZIP code to get instant income predictions
Hybrid Model: Weighted combination (60% ML + 40% Traditional). Best of both worlds - high accuracy + explainability. Confidence penalty if methods disagree by more than 20%.
Real IRS SOI Individual Income Tax Statistics covering 27,680 ZIP codes across all 51 states
Research-based ensemble (XGBoost + LightGBM + RF) achieving 95.01% accuracy with RMSE of $10,451
Get immediate income predictions for any U.S. ZIP code with detailed analytics and insights