misty-garcia / zillow-project

use regression to predict model value prices

Zillow Project

This project was created using Python and run in a Jupyter notebook.

Goal:

Predict home tax value assessments of single unit properities in various counties in California

Criteria:

Use property data from those whose last transaction was during May and June 2017

Required:

• env.py file with username, host, and pw
• access to the zillow database in mysql

Reproduce:

• Pull all files from this repository
• Add env.py file to the repository folder
• Open the-pipeline.ipynb and click through each cell to run
• Each cell is commented with the actions of it and walks through the pipeline process
  • Aquire
  • Prep
  • Split & Scale
  • Explore
  • Feature Selection
  • Modeling & Evaluation
  • Test