The Seattle Housing Market: An Interactive Dashboard
Enter the specifications of your desired home to estimate the price
The Seattle Housing Market Dashboard displays data for homes sold in Seattle, Washington, USA between August and December 2022. The dashboard showcases Astrato’s Input form functionality, and enables the user to predict a price of their desired home based on their requirements, using a sophisticated filtering option.
The Price Prediction Sheet uses a statistical model to predict a home’s price based on its attributes, such as number of bedrooms, bathrooms, Square Feet (Sqft) and Zip code or Region. The user enters their requirements into the input form, and predicts the price based on its attributes. This feature was accomplished using Python.
The dashboard will also display similar homes (the same number of bedrooms, with ±1 bathroom, ±500 sqft, and in the same zip code or region.) This feature was created with SQL. The Supplemental Data Sheet allows the user to explore different regions and get a sense of how house prices and availability have changed over time.