[Places] Quality of data project update?

[danmanix]

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• Expected behaviour you didn't see
  Clean, and approaching definitive listing of less transient places (ie, more permanent places like airports/ galleries over restaurants.

• Unexpected behaviour
  A lot of duplication/ inconsistent naming in the data of some of the larger places (airports, see below). This seems to come from multiple sources, where perhaps they aren't as interested in data quality as, say, OS, but data from OS seems to be missing.

• suggested functionality
  -- Just looking for an update in the data clean-up that was announced in June? I know it will be a massive job!!, but transport hubs are key to my project :)
  -- Where are the other data sources?
  -- Should there be differentiation between passenger/ cargo/ private jet terminals in the categories? (this sort of thing may apply to other sub-cats).

• Steps to reproduce the problem
  The below query will produce a lot of duplication, inconsistent naming conventions, places incorrectly marked as an airport/ terminal, incorrect/ incomplete addresses and more.

SELECT addresses[1] as address, names.primary as name, categories.main as category, sources[1]['dataset'] as src
FROM read_parquet('..../release/theme=places/type=/', filename=true, hive_partitioning=1) WHERE addresses[1].country='GB' AND names.primary ilike '%heathrow%' AND categories.main in ('airport','airport_terminal');

Dependency with other categories, if any.

None

[danmanix]

Sorry for long post but just so you don't have to run the query to see the state of things :)

address	name	category	src
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Terminal 4 Heathrow Airport	airport_terminal	meta
{'freeform': NULL, 'locality': West Byfleet, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport	airport_terminal	meta
{'freeform': NULL, 'locality': Leatherhead, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 5	airport	meta
{'freeform': NULL, 'locality': Reading, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': Reading, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 3	airport	meta
{'freeform': NULL, 'locality': Camberley, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 5	airport	meta
{'freeform': NULL, 'locality': Wokingham, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 4	airport_terminal	meta
{'freeform': NULL, 'locality': Oxford, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport	airport_terminal	meta
{'freeform': NULL, 'locality': Slough, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 1	airport_terminal	meta
{'freeform': NULL, 'locality': Slough, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow International Airport	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T3	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow-Cargo	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 4 Gate 3	airport_terminal	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Mulberry Heathrow Terminal 4	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Terminal 4, Heathrow International Airport, London.	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 4	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Terminal 4 - London Heathrow Airport	airport_terminal	meta
{'freeform': NULL, 'locality': Feltham, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T5	airport_terminal	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport, Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Arrivals, Terminal 5 - London Heathrow Airport	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 5 International Arrivals	airport_terminal	meta
{'freeform': Harmondsworth, London, TW6 2GA, 'locality': London, 'postcode': TW6 2, 'region': NULL, 'country': GB}	Heathrow Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow British Airways Terminal 5	airport_terminal	meta
{'freeform': London Heathrow Airport, 'locality': Hounslow, 'postcode': TW6 2GA Heathrow, 'region': NULL, 'country': GB}	Terminal 5 London Heathrow Airport (LHR)	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	British Airways, London Heathrow Terminal 5	airport_terminal	meta
{'freeform': Terminal Five, London Heathrow Airport, 'locality': West Drayton, 'postcode': UB7 0GB, 'region': NULL, 'country': GB}	British Airways Terminal 5 London Heathrow	airport_terminal	meta
{'freeform': Washington Road, 'locality': Hounslow, 'postcode': TW6 2, 'region': NULL, 'country': GB}	London Heathrow Terminal 5 Departures	airport_terminal	meta
{'freeform': NULL, 'locality': West Drayton, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 2	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 5 - British Airways Lounge	airport_terminal	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 5, B gates	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	British Airways Terminal 5, London Heathrow Int'l Airport	airport_terminal	meta
{'freeform': NULL, 'locality': West Bedfont, 'postcode': NULL, 'region': NULL, 'country': GB}	Terminal 5, London Heathrow	airport_terminal	meta
{'freeform': NULL, 'locality': West Bedfont, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 5 Runway	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 5 Arrivals	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Gate C55,Terminal 5, London Heathrow	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 5 Gate C56	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 5 on the Runway	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow T3, Tarmac	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London-Heathrow International Airport (LHR)	airport_terminal	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 3	airport_terminal	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 3, Turkish Airlines check in	airport_terminal	meta
{'freeform': World Business Centre Two Newell Rd, 'locality': Hounslow, 'postcode': TW6 1EU, 'region': NULL, 'country': GB}	Heathrow Terminal 1 Taxi	airport_terminal	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 1	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 2 - Multi Faith Prayer Room	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Terminal 2 Gate B41Heathrow	airport_terminal	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 2 Gate 42	airport_terminal	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport Terminal 2 - the Queens Terminal, Gate B36	airport_terminal	meta
{'freeform': Terminal 2B, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Gate B43 At Heathrow Terminal 2 - Queen's	airport_terminal	meta
{'freeform': Heathrow Airport, Terminal 3, Nelson Rd, 'locality': NULL, 'postcode': TW6 1BZ, 'region': NULL, 'country': GB}	Heathrow Airport Car	airport_terminal	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow-Terminal 3 Arrivals	airport_terminal	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T4 Runway	airport_terminal	meta
{'freeform': Terminal 1, 'locality': Hounslow, 'postcode': TW6 1AP, 'region': NULL, 'country': GB}	Terminal 1 London Heathrow Airport (LHR)	airport_terminal	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Private Jet Terminal	airport_terminal	meta
{'freeform': Terminal 2B, 'locality': Hounslow, 'postcode': TW6 1, 'region': NULL, 'country': GB}	Heathrow Terminal 1, Gate 31	airport_terminal	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport London Terminal 3	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 123	airport_terminal	meta
{'freeform': Southampthon Rd , 'locality': Hounslow, 'postcode': TW6 3SJ, 'region': NULL, 'country': GB}	Heathrow Cargo Centre	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow International Airport- London, Great Britain Uk	airport	meta
{'freeform': Unit 2, LHR Portal, Scylla Road, London Heathrow Airport, Terminal 4, London, TW6 3FE, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Rolls-Royce London Heathrow Service Center	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Departure Hall, Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow International Airport	airport	meta
{'freeform': Heathrow Airport, Terminal 4, Nelson Rd, 'locality': NULL, 'postcode': TW6 3XA, 'region': NULL, 'country': GB}	Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Aeroporto Internacional Heathrow	airport	meta
{'freeform': Heathrow Airport, Terminal 4, Heathrow T4 Underground Station, Nelson Rd, 'locality': NULL, 'postcode': TW6 3FJ, 'region': NULL, 'country': GB}	Heathrow Terminal 4	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Underground-Heathrow Airport T4	airport	meta
{'freeform': Horton Rd, Swissport House, 'locality': NULL, 'postcode': SL3 0AT, 'region': NULL, 'country': GB}	Heathrow Cargo Handling Limited / Swissport Cargo Services Limited	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Terminal 5...Heathrow Airport..	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow, International Connections	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow T5A British Airways FirstClass Lounge	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Express Terminal 5	airport	meta
{'freeform': NULL, 'locality': West Drayton, 'postcode': NULL, 'region': NULL, 'country': GB}	Underground-Heathrow Airport T5	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T5 Personal Travel Pod	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Specsavers heathrow airport	airport	meta
{'freeform': Heathrow Airport, Wallis Rd, 'locality': NULL, 'postcode': TW6 2GA, 'region': NULL, 'country': GB}	london heathrow airport terminal 5	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow International Airport Arrivals	airport	meta
{'freeform': at Terminal 5, 'locality': NULL, 'postcode': TW6 2GW, 'region': NULL, 'country': GB}	Heathrow Pod - Terminal 5 Station	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow, LHR, EGLL, T5, British Airways Lounge, The Concorde Room	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Wetherspoons Terminal 5 Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': West Drayton, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T5 Pods	airport	meta
{'freeform': Terminal 5, London Heathrow Airport, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T5	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Gate B44	airport	meta
{'freeform': NULL, 'locality': West Bedfont, 'postcode': NULL, 'region': NULL, 'country': GB}	Gate C53 London-Heathrow Terminal 5	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Dhl Aviation Heathrow	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Cargo Terminal Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': West Bedfont, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow T3 Runway - Gate 17	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Gate 35, T5 - Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': West Bedfont, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow T 5	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Airport London Heathrow	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport T5C British Airways Restroom	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Terminal 5 - Heathrow Airport - British Airways jet	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T5 Gate 61	airport	meta
{'freeform': 422 Bath Road, 'locality': West Drayton, 'postcode': UB7 0EB, 'region': ENG, 'country': GB}	Heathrow Boxing Club	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Fire Service Hq Station	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow International Airport London	airport	meta
{'freeform': 2 Heath Road, 'locality': London, 'postcode': SW8 3DL, 'region': ENG, 'country': GB}	No.1 Lounge, Terminal 3, Heathrow	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T3 : Emirates	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 3 British Airways Departures	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport - Terminal 3 Departure Lounge	airport	meta
{'freeform': Heathrow Terminal 1, 'locality': NULL, 'postcode': TW6 1QG, 'region': NULL, 'country': GB}	Heathrow Airport	airport	meta
{'freeform': The Compass Centre, Nelson Rd, 'locality': NULL, 'postcode': TW6 2GW, 'region': NULL, 'country': GB}	Heathrow Airport (LHR)	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Aéroport de Londres Heathrow : Terminal 2	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport Terminal 2 Lh-Lounge	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Thai Airways,Heathrow Airport,London	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T3 Arrivals Hall	airport	meta
{'freeform': 71 Third Avenue, 'locality': London, 'postcode': W10 4HU, 'region': ENG, 'country': GB}	Women's Restroom at London Heathrow International Airport (LHR)	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport ATC Tower	airport	meta
{'freeform': Terminal 3, 'locality': NULL, 'postcode': TW6 1QG, 'region': NULL, 'country': GB}	Heathrow Staff Canteen T3	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	D'albiac House, Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': Hayes, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow International Airport.	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow London International Airport	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Aeroporto de Londres-Heathrow	airport	meta
{'freeform': Terminal 1, After Security, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow terminal 1 - Duty-free shopping	airport	meta
{'freeform': London Heathrow Airport (LHR), 'locality': Hounslow, 'postcode': Heathrow TW6 2, 'region': NULL, 'country': GB}	Runway London Heathrow Airport (LHR)	airport	meta
{'freeform': Heathrow Point West, 234 Bath Rd, 'locality': NULL, 'postcode': UB3 5AP, 'region': NULL, 'country': GB}	Parking Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	United Airlines Heathrow Terminal 2	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport United Airline's	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Air New Zealand Gate Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Visitors Centre/Viewing Platform	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport Terminal 5 British Airways	airport_terminal	meta
{'freeform': NULL, 'locality': Feltham, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport	airport_terminal	meta
{'freeform': NULL, 'locality': West Drayton, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal Two	airport	meta
{'freeform': NULL, 'locality': Uxbridge, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport, London, UK	airport	meta
{'freeform': 33 Richmond Avenue, 'locality': Feltham, 'postcode': TW14 9SG, 'region': ENG, 'country': GB}	Heathrow Minicab	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport - Terminal 3	airport_terminal	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow	airport_terminal	meta
{'freeform': NULL, 'locality': Feltham, 'postcode': NULL, 'region': NULL, 'country': GB}	T5 Heathrow Airport	airport_terminal	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 3	airport_terminal	meta
{'freeform': NULL, 'locality': Feltham, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow International Airport, London, UK	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow International Airport	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Dhl Heathrow London	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow T3 -British Airways	airport	meta
{'freeform': 785 Bath Road, 'locality': Hounslow, 'postcode': TW5 9QQ, 'region': ENG, 'country': GB}	Heathrow House	airport	meta
{'freeform': NULL, 'locality': Hayes, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 5 Arrivals	airport_terminal	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Terminal 5 London Heathrow Airport (LHR)	airport_terminal	meta
{'freeform': Hounslow, England, United Kingdom, 'locality': Hounslow, 'postcode': TW3 3, 'region': NULL, 'country': GB}	London Heathrow Airport Car Service	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow T3	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	West Drayton, Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': Hounslow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport, T-3. London	airport	meta
{'freeform': NULL, 'locality': Slough, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow International Airport T5	airport	meta
{'freeform': NULL, 'locality': Gerrards Cross, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 3	airport	meta
{'freeform': NULL, 'locality': Uxbridge, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 4	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow UK	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport, Terminal 1	airport_terminal	meta
{'freeform': 44 The Dingle, 'locality': Uxbridge, 'postcode': UB10 0DH, 'region': ENG, 'country': GB}	Heathrow Parking	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 3	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Galleries lounge, Heathrow Terminal 5	airport	meta
{'freeform': NULL, 'locality': Rickmansworth, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport - Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport, Terminal 3, Gate 24c	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 4	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	london Heathrow terminal 2	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 2	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow International Airport England	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport, London	airport	meta
{'freeform': Heathrow T5, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Sala VIP Heathrow	airport	meta
{'freeform': Terminal 5, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	British Airways Terminal 5 London Heathrow Airport.	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow T3	airport_terminal	meta
{'freeform': NULL, 'locality': Harrow, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T3	airport_terminal	meta
{'freeform': 50 Eastbourne Terrace, 'locality': London, 'postcode': W2 3, 'region': ENG, 'country': GB}	Heathrow Express	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 3, London	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 2	airport_terminal	meta
{'freeform': 18 Soho Square, 'locality': London, 'postcode': W1D 3QL, 'region': ENG, 'country': GB}	Heathrow Airport Taxi Service	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 3	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow International Airport - Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow International Airport	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 3	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow	airport	meta
{'freeform': NULL, 'locality': Watford, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow T3, London.	airport	meta
{'freeform': NULL, 'locality': Watford, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': Luton, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 4	airport_terminal	meta
{'freeform': Terminal 3, 'locality': Luton, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': Birmingham, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 3	airport_terminal	meta
{'freeform': NULL, 'locality': Leicester, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow London Airport	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow	airport	meta
{'freeform': NULL, 'locality': Nottingham, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Aiport	airport	meta
{'freeform': NULL, 'locality': Lockerbie, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': Newcastle upon Tyne, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Airport Terminal 5	airport_terminal	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Aeroporto Londra Heathrow	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow International Airport (Terminal 3)	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	London Heathrow Airport	airport	meta
{'freeform': NULL, 'locality': London, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow Terminal 3	airport	meta
{'freeform': NULL, 'locality': NULL, 'postcode': NULL, 'region': NULL, 'country': GB}	Heathrow International Airport Of London	airport	meta