Valora is a user-friendly Streamlit app for instant property price prediction, market analysis, and feature insights using your own real estate data.
- Bulk Predictions: Estimate prices for hundreds of properties at once.
- Market Summaries: View average, median, min, and max predicted prices.
- Feature Importance: Discover which factors drive property value.
- Top Picks: Instantly spot best-value and premium listings.
- Flexible Models: Choose from Linear Regression, Random Forest, Gradient Boosting, and KNN—each with a helpful guide.
- Upload your property data (CSV).
- Select target and feature columns.
- Choose the prediction model (with sidebar guidance).
- View insights, download results, and make smarter property decisions!
Made with ❤️ to help you on your data-driven real estate journey.