This project contains scripts to compile and extract information on rental properties and respective features:
- explore_city_rental_prices.py: Scrapes rentahome's website to extracts information on all properties listed, saving their reference number, city, type of property, rental information, price, soonest availability, title and link. A second function retrieves properties' features such as number of rooms, flatmates, bathrooms and area.
- retrieve_specific_neighbourhood.py: Extracts the most common neighbourhood's names to retrieve information on properties's specific locations.
An analysis was also performed on the extracted information and can be explored in:
Extracted data:
- barcelona_rental_data.csv: Compiled data on Barcelona's rental properties.
- scrapped_data.csv: Scraped data without properties features.
- clean_data.csv: Scraped data with information on specific neighbourhoods.
- rental_features.csv: Scrapped data on properties features.