Paris is a special case - you've got a great metro and everywhere is close to a station :) Perhaps distance to a non-metro station (eg a TER "mainline" station

Paris is a special case - you've got a great metro and everywhere is close to a station :) Perhaps distance to a non-metro station (eg a TER "mainline" station like Gare du Nord) would give more representative results? I wait with interest.