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.