https://github.com/coldestadam/nyc-airbnb-exploration

Looked at Airbnb's data to explore the Airbnb market of New York City, especially Brooklyn.
https://github.com/coldestadam/nyc-airbnb-exploration

Last synced: about 2 months ago
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Looked at Airbnb's data to explore the Airbnb market of New York City, especially Brooklyn.

• Host: GitHub
• URL: https://github.com/coldestadam/nyc-airbnb-exploration
• Owner: Coldestadam
• Created: 2020-02-14T10:54:29.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-02-14T11:01:08.000Z (almost 5 years ago)
• Last Synced: 2024-11-14T01:26:53.666Z (2 months ago)
• Language: Jupyter Notebook
• Size: 2.85 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# NYC-Airbnb-Exploration

## Data Exploration

I used Pandas to explore the relationships between the different variables in the dataset. Especially the differences between

boroughs of New York City

## Linear Regression

I developed a Ridge Regression Model and a Linear Regression Model to predict the price of the Airbnb listings. I used the 

Linear Regression model to explore what features lead the price of the listings to increase or decrease.