Real Estate

The goal is to scrape ads of apartments for sale in Milan, discover and describe interesting patterns within them, and model the data to predict and explain the price of any apartment

Code structure

• scraper
  • immobiliare.py implements the scraper class for immobiliare.it
• analytics
  • data_exploration.R script for EDA
• utils
  • data_preparation.R function to preprocess the data

Setup

Run source.sh to setup the Python virtualenv environment with the needed requirements. R is also needed for data exploration and analysis