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What Affects Airbnb Prices?

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mjvillacresesn/Airbnb

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Project 1

1/2/2019

  • Amanda Wishnie
  • Eric Lieu
  • Maria J. Villacreses
  • Francis Imperial

Important to note:

Our groups completed work can be found above in theFinal_Code folder!

Primary Question:

  • What affects AirBnB prices?
  • Motivation to understand what external factors might affect AirBnB nightly prices

With respect to four factors:

  • Weather - HERE
  • Amount of Crime
  • Household Income
  • Demographics (Age and Race)

How & Where:

  • Python, Excel, API’s
  • AirBnB Open Source Data
  • US Census Bureau Data (American Community Survey)
  • Accuweather
  • NYC Open Data

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