Zillow ZHVI Dataset Dashboard

I continue to see more and people using streamlit to quickly build applications. I decided to give it a shot using a publicly availabe dataset. This dashboard shows Zillow’s Home Value Index (ZHVI) dataset, visualizing real estate trends across the United States. I wanted to make it map centric, so I used the folium package and some local geojsons to display the data as counties and states. The dashboard lets you filter by year and property type. I added a bar chart showing the most and least expensive regions, and a line chart showing trend analysis for monthly price changes.

Check out the live dashboard