Filter SpareRoom listings and calculate commute times with CityMapper API to allow more comprehensive filtering. Outputs a .csv and can be re-run daily.
This code is pretty horrible as it was written in a mad rush to find an apartment - it was extremely useful as it narrowed SpareRoom's >1000 suggested Apartments to <20. Use with trepidation.
The barebones of the scraper were stolen and bastardised from https://github.com/davidmoremad/find-room-in-london
- Get an API key for citymapper from this link
- Copy and paste the API key into
main.pyalong with a search link for your city of choice. - Run the script and apply filters on the resulting spreadsheet as you see fit. For this I recommend google sheets.
Fields:
url id title desc Type Area Postcode Nearest station location_coords cycle_time transit_time Available Minimum term Maximum term room_0_price room_0_type Deposit room_1_price room_1_type Deposit(room 1) room_2_price room_2_type Deposit(room 2) rBills included? Furnishings Parking Garage Garden/terrace Balcony/patio Disabled access Living room Broadband included Flatmates Total rooms Age Smoker? Any pets? Language Nationality Occupation Gender Couples ok? Smoking ok? Pets ok? References? Min age Ages Interests Max age Housemates Orientation University Vegetarian date_scraped
And a filtered google sheet:
