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Interactive Map that Displays the Salary to Rent Ratio for Cities in the United States

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SalaryRentComparison

Data Sources

Rental Price Data (CSV Files)
https://www.zillow.com/research/data/

Salary Data per geographic zone (API Fetch/CSV files)
https://data.bls.gov/oes/#/occGeo/One%20occupation%20for%20multiple%20geographical%20areas
https://apps.bea.gov/API/signup/

Tech Stack

  • Dash App for UI
  • Plotly (built in to Dash) for interactive map and data manipulation

Project Requirements

  • Interactive Map that shows Rent/salary data with hover
  • Select two or more geograpic zones to make statistical analysis on value of rent cost vs salary
  • Display side bar with relevant information about users selection
  • Fetch data with API calls
  • Clean and process data to make it suitable for use with plotly

Usage

To run: python3 src/app.py Visit: http://127.0.0.1:8050/

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Interactive Map that Displays the Salary to Rent Ratio for Cities in the United States

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