DESCRIPTION

Here you can find data on house rents announcements in Italy, scraped with Beautifull Soup on Immobiliare.com The italy_housing_price_rent_clean.csv presents an already-cleaned dataset, that you can you for data analysis and price prediction. The italy_housing_price_rent_raw.csv presents the raw data, as scraped with Beautiful Soup.

Updated data in my Github Repository (in the *dataframe *folder):

👉 REPOSITORY LINK

Geographic data were downloaded here:

👉 GEO LINK

**NOTEBOOKS IN CONSTRUCTION **

• The first notebook (cleaning) shows how I got from the raw the cleaned data.
• The second notebook (eda) does some basic exploratory analysis.
• The third notebook (prediction) uses sci-kit learn pipelines to predict house prices.