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Interactive Real Estate Maps and Dashboard created with Pyviz (Hvplots) and data retrieved through APIs.

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Real Estate Data Visualization

In this project I will be creating a multitude of interactive Real Estate maps that we will sinc together into an interactive dashboard. Great to use for business analytics and visualization of complex data.

In Housing Analytics I will use APIs to retrieve data for the SF housing market. After this I will create a series of interactive maps based on housing market and neighborhood statistics.

Once the analysis is complete I will use a new notebook to create my dashboard (called "Dashboard"). Here I will define and create functions that will copy my Housing Analytics mapping into a dashboard where the user can interact with it all at one (best used with JupyterLab Light settings).

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Interactive Real Estate Maps and Dashboard created with Pyviz (Hvplots) and data retrieved through APIs.

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