| http://dq-27.herokuapp.com/us_places
"How much impact would McDonalds, Starbucks have on real estate values?"
In addition to project for finding optimal area to live in terms of price and local amenties,
I attempted to go in depth in relationship between the price of real estate and its nearby places.
- Utilizing database from: Zillow and Google GEO API,
- Webscraping crime data from : https://www.bestplaces.net/crime/
- and population density of zipcodes from : http://zipatlas.com/us/zip-code-comparison/population-density.1.htm
- Then displays the relationship between real estate values and local amenities.
- Below is example of inputs: (For more Pre-gathered results of major cities (http://dq-27.herokuapp.com/us_places/demo))
Tools: Python, Flask, Pandas, statsmodel (linear regression)