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.ipynb_checkpoints
.ipynb_checkpoints
 
 
AW_Work
AW_Work
 
 
Crime vs Prices
Crime vs Prices
 
 
Final_Code
Final_Code
 
 
Listings_2015
Listings_2015
 
 
Listings_2016
Listings_2016
 
 
Listings_2017
Listings_2017
 
 
2015 Prices by Zipcode and Month.ipynb
2015 Prices by Zipcode and Month.ipynb
 
 
2015_Top30zipcodes.csv
2015_Top30zipcodes.csv
 
 
2016_Prices_by_Zipcode_and_Month.ipynb
2016_Prices_by_Zipcode_and_Month.ipynb
 
 
2016_Top30zipcodes.csv
2016_Top30zipcodes.csv
 
 
2017_Prices_Zipcode.ipynb
2017_Prices_Zipcode.ipynb
 
 
2017_Top30codes
2017_Top30codes
 
 
2017_Top30codes.csv
2017_Top30codes.csv
 
 
2018 Prices by Zipcode and Month.ipynb
2018 Prices by Zipcode and Month.ipynb
 
 
2018_Listings.csv
2018_Listings.csv
 
 
2018_Top30zipcodes.csv
2018_Top30zipcodes.csv
 
 
2018_Top30zipcodes_edited.csv
2018_Top30zipcodes_edited.csv
 
 
AirBnB Hot Spots.pdf
AirBnB Hot Spots.pdf
 
 
AirBnB_HotSpots.pptx
AirBnB_HotSpots.pptx
 
 
AirBnB_HotSpots_FINAL.pptx
AirBnB_HotSpots_FINAL.pptx
 
 
COPY2016_Prices_by_Zipcode_and_Month.ipynb
COPY2016_Prices_by_Zipcode_and_Month.ipynb
 
 
Final_Trending_Zipcodes.csv
Final_Trending_Zipcodes.csv
 
 
Master Data 2015.csv
Master Data 2015.csv
 
 
Mean_Median_Prices.ipynb
Mean_Median_Prices.ipynb
 
 
Merged_Top30codes.csv
Merged_Top30codes.csv
 
 
Merged_Zipcodes.ipynb
Merged_Zipcodes.ipynb
 
 
README.md
README.md
 
 
Top 30 Zip Codes.ipynb
Top 30 Zip Codes.ipynb
 
 
Zipcodes
Zipcodes
 
 
consolidated3.csv
consolidated3.csv
 
 

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AirbnbProject

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 the Final_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

About

What Affects Airbnb Prices?

github.com/mjvillacresesn/AirbnbProject

Topics

api analytics numpy pandas matplotlib census-bureau accuweather

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