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NYC-Airbnb-Listing-Data-Visualization-App

Project Demo

Project Description

Create a web app that shows insight on New York City Airbnb listings with visualizations

Python Libaries Used

Pandas, Numpy, Matplotlib, and Streamlit

Data Source

Inside Airbnb

A catlog of data of Airbnb from around the world updated quarterly

File Directory

  • app.py

    Location of the code for the web app and visualizations

  • listings.csv

    Location of the the 09-07-22 data for NYC

  • requirements.txt

    Text file with details on enviroment requirements for the web app

Future Updates

To be determined

How to Run Locally

  • Download this repo and all packages mentioned in requirements.txt
  • Go to terminal/command line and run the following command: streamlit run app.py

About

Streamlit app that visualizes New York City Airbnb listing data

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