Comprehensive Real Estate Investment Dashboard

Using Machine Learning to Identify Undervalued Properties in Ames, Iowa.

Model Accuracy (R²)

88%

Median Home Value

$163,000

Undervalued Properties

25 Identified

Top Investment Area

Northridge

Model Insights

Key Drivers of House Price

Model Performance: Predicted vs. Actual Price

Market & Price Trends

Median Sale Price Over Time

Average Sale Price by Neighborhood

Property Characteristics

Distribution by Overall Quality

Distribution by House Style

Properties by Sale Condition

Sales per Year by House Style

Price vs. Living Area & Quality

Advanced Analytics

Feature Correlation Matrix

Investment Opportunities

Top 10 Undervalued Properties