/Rental-Analysis

Data Analysis & Visualization -Using map box API and Python to make a dashboard for rental & Horusing market Analysis.

Primary LanguageJupyter NotebookMIT LicenseMIT

Housing Analysis

Dashboard1 Dashboard1

Photo by James Wheeler | Free License

Background

Harold's company has just started a new Real Estate Investment division to provide customers with a broader range of portfolio options. Harold was tasked with building a prototype dashboard, and he needs help. The real estate team wants to trial this initial offering with investment opportunities for the Toronto market. If the new service is popular, then they can start to expand to other markets.

This dashboard's goal is to provide charts, maps, and interactive visualizations that help customers explore the data and determine if they want to invest in rental properties in Toronto.

In this project, helped Harold accomplish the following tasks:

  1. Completed a notebook of rental analysis

  2. Created a dashboard of interactive visualizations to explore the market data

The data provided for project this was retrieved from the following websites:

Files