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Housing Rental Analysis for San Francisco

UofT Fintech Bootcamp Assignment 06 by Juil Yoon

This project takes real estate data and uses data visualization and geospatial analysis to represent sales price and gross rent across San Francisco neighborhoods.

Libraries

  1. Pandas
  2. hvplot
  3. bar
  4. line
  5. point, GeoViews

Plots Generated Using HoloViews

Average Housing Units by Year

Price vs Rent

Price & Rent over Map

Assignment File:

san_francisco_housing.ipynb

Notes:

  1. Starter code and data provided by UofT Bootcamp.
  2. Trouble displaying plots when editing code in VS Code.
  3. Trouble with importing cartopy when editing code in Anaconda Jupyter Labs.

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