airbnbstats: This project analyzes Airbnb listings in New York City and Rome and presents descriptive statistics and interactive visualizations.

What is it?

This project analyzes Airbnb listings in New York City and Rome using the public Inside-Airbnb snapshot. The objective is to make supply structure, pricing, availability, reviews, and spatial patterns transparent. The work combines data preparation, a systematic exploratory data analysis, interactive visualizations and NLP techniques.

Where to get the original data set:

• Inside Airbnb

Where to get the project:

The source code is currently hosted on GitHub here.

Dependencies

• requirements.txt - List of dependencies

Installation

python -m pip install --upgrade pip
python -m pip install -r requirements.txt