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zillow

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Using Polynomial Regression, I created a model that would predict the log error for the Zillow zestimates. In my analysis with a partner, we gathered data using SQL, and cleaned the data using pandas to include common single unit properties purchased from May-June 2017. We explored the distribution of tax rates by county among other key features…

  • Updated Oct 8, 2020
  • Jupyter Notebook

Created and evaluated a linear regression algorithm to attempt to predict the average cost of the housing market (ZHVI from Zillow) in given metropolitan statistical areas. Compiled model using features including the federal funds rate and MSA demographics and market features such as unoccupied housing and net migration.

  • Updated Jan 30, 2022
  • Jupyter Notebook

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