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Airbnb Rent Price Prediction Under COVID-19 Pandemic

Predict the Airbnb housing price. Will consider housing price history, local covid cases and search engine emotions.

Environment setup

pip install -r requirements.txt

start the application

python manage.py runserver 0.0.0.0:8000

Then open the link localhost:8000. You'll get to the home page like this:

Home Page

Explore by Searching City

Enter a city name in the search bar.

New York

Click "View Maps" button to get housing price trends, COVID trends and their predictions, along with sentiment analysis results.

New York

There are also other tabs for you to explore!

New York

New York

Explore by World Map

From Home page, click "WorldMap" at the top left corner. Then you get a view like,

New York

Click the city arrow on the map. This is the same as you search the city name in seach bar.

About

Predict the Airbnb housing price. Will consider housing price history, local covid cases and search engine emotions.

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