date timestamp[us, tz=UTC]date 2020-02-15 00:00:00 2022-10-15 00:00:00 | location_id stringlengths 2 43 | location_level stringclasses 4
values | location_name large_stringlengths 2 74 | retail_and_recreation float64 -100 741 ⌀ | grocery_and_pharmacy float64 -100 1.07k ⌀ | parks float64 -100 1.33k ⌀ | transit_stations float64 -100 874 ⌀ | workplaces float64 -100 450 ⌀ | residential float64 -77 77 ⌀ |
|---|---|---|---|---|---|---|---|---|---|
2020-02-16T00:00:00Z | GB-BRC | subnational-state | Bracknell Forest | -10 | -5 | -56 | -8 | -4 | null |
2020-02-16T00:00:00Z | GB-BRD | subnational-state | Bradford District | -4 | -8 | -26 | -10 | 0 | 1 |
2020-02-16T00:00:00Z | GB-BRY | subnational-state | London Borough of Bromley | -15 | -10 | -54 | -15 | -5 | 2 |
2020-02-16T00:00:00Z | GB-BST | subnational-state | Bristol City | -7 | -5 | -34 | -1 | -1 | 1 |
2020-02-16T00:00:00Z | GB-BUR | subnational-state | Bury District | 0 | -1 | -20 | -6 | -1 | 0 |
2020-02-16T00:00:00Z | GB-CAM | subnational-state | Cambridgeshire | -10 | -9 | -38 | -7 | -4 | 1 |
2020-02-16T00:00:00Z | GB-CAY | subnational-state | Caerphilly County Borough | -17 | -10 | -48 | -18 | -6 | null |
2020-02-16T00:00:00Z | GB-CBF | subnational-state | Central Bedfordshire | -8 | -7 | -49 | -10 | -5 | 1 |
2020-02-16T00:00:00Z | GB-CCG | subnational-state | Causeway Coast and Glens | -2 | -5 | 8 | -5 | -2 | null |
2020-02-16T00:00:00Z | GB-CGN | subnational-state | Ceredigion | -17 | 36 | 2 | null | 1 | null |
2020-02-16T00:00:00Z | GB-CHE | subnational-state | Cheshire East | -6 | -4 | -39 | 5 | -3 | 0 |
2020-02-16T00:00:00Z | GB-CHW | subnational-state | Cheshire West and Chester | 0 | -3 | -22 | -8 | 0 | 1 |
2020-02-16T00:00:00Z | GB-CLD | subnational-state | Calderdale | -4 | -7 | -44 | -6 | 0 | 1 |
2020-02-16T00:00:00Z | GB-CLK | subnational-state | Clackmannanshire | -8 | -9 | null | null | -1 | null |
2020-02-16T00:00:00Z | GB-CMA | subnational-state | Cumbria | 7 | 2 | 16 | 9 | 0 | 1 |
2020-02-16T00:00:00Z | GB-CMD | subnational-state | London Borough of Camden | -5 | -13 | -39 | 0 | -3 | 2 |
2020-02-16T00:00:00Z | GB-CMN | subnational-state | Carmarthenshire | -9 | -2 | -21 | -9 | -3 | null |
2020-02-16T00:00:00Z | GB-CON | subnational-state | Cornwall | 3 | 1 | -4 | -5 | -3 | 2 |
2020-02-16T00:00:00Z | GB-COV | subnational-state | Coventry | -3 | -2 | -39 | -9 | -1 | 1 |
2020-02-16T00:00:00Z | GB-CRF | subnational-state | Cardiff | -13 | -7 | -15 | -7 | -2 | 1 |
2020-02-16T00:00:00Z | GB-CRY | subnational-state | London Borough of Croydon | -15 | -10 | -48 | -16 | -5 | 2 |
2020-02-16T00:00:00Z | GB-CWY | subnational-state | Conwy Principal Area | -2 | -3 | -22 | 1 | -1 | null |
2020-02-16T00:00:00Z | GB-DAL | subnational-state | Darlington | 1 | -4 | null | 3 | 0 | null |
2020-02-16T00:00:00Z | GB-DBY | subnational-state | Derbyshire | -6 | -5 | -29 | -9 | -3 | 1 |
2020-02-16T00:00:00Z | GB-DEN | subnational-state | Denbighshire | 1 | -4 | -24 | -11 | -2 | null |
2020-02-16T00:00:00Z | GB-DER | subnational-state | Derby | -6 | -7 | -52 | -18 | -4 | 1 |
2020-02-16T00:00:00Z | GB-DEV | subnational-state | Devon | -10 | -6 | -24 | -11 | -2 | 2 |
2020-02-16T00:00:00Z | GB-DGY | subnational-state | Dumfries and Galloway | 5 | 2 | 19 | 13 | -1 | null |
2020-02-16T00:00:00Z | GB-DNC | subnational-state | Doncaster District | -5 | -4 | -38 | -13 | -1 | 1 |
2020-02-16T00:00:00Z | GB-DND | subnational-state | Dundee City Council | -5 | -3 | -26 | -10 | 0 | 0 |
2020-02-16T00:00:00Z | GB-DOR | subnational-state | Dorset | -15 | -7 | -41 | -22 | -3 | 2 |
2020-02-16T00:00:00Z | GB-DRS | subnational-state | Derry and Strabane | -7 | -7 | -28 | -10 | -4 | null |
2020-02-16T00:00:00Z | GB-DUD | subnational-state | Dudley District | -1 | -3 | -34 | 5 | -3 | 1 |
2020-02-16T00:00:00Z | GB-DUR | subnational-state | County Durham | -2 | -2 | -15 | 1 | 0 | 1 |
2020-02-16T00:00:00Z | GB-EAL | subnational-state | London Borough of Ealing | -11 | -5 | -49 | 1 | -3 | 1 |
2020-02-16T00:00:00Z | GB-EAY | subnational-state | East Ayrshire Council | 2 | -3 | null | -3 | -4 | null |
2020-02-16T00:00:00Z | GB-EDH | subnational-state | Edinburgh | 6 | 3 | 7 | 6 | 1 | 0 |
2020-02-16T00:00:00Z | GB-EDU | subnational-state | East Dunbartonshire Council | -5 | -1 | null | -6 | 2 | null |
2020-02-16T00:00:00Z | GB-ELN | subnational-state | East Lothian Council | 3 | -3 | -3 | -6 | -1 | null |
2020-02-16T00:00:00Z | GB-ENF | subnational-state | London Borough of Enfield | -11 | -7 | -58 | -12 | -5 | 1 |
2020-02-16T00:00:00Z | GB-ERW | subnational-state | East Renfrewshire Council | 2 | -1 | null | null | -3 | null |
2020-02-16T00:00:00Z | GB-ERY | subnational-state | East Riding of Yorkshire | -7 | -6 | -28 | 12 | -4 | 1 |
2020-02-16T00:00:00Z | GB-ESS | subnational-state | Essex | -16 | -12 | -45 | -9 | -5 | 2 |
2020-02-16T00:00:00Z | GB-ESX | subnational-state | East Sussex | -21 | -12 | -46 | -19 | -6 | 2 |
2020-02-16T00:00:00Z | GB-FAL | subnational-state | Falkirk | 0 | -5 | -12 | -1 | -2 | null |
2020-02-16T00:00:00Z | GB-FIF | subnational-state | Fife | 0 | 0 | -11 | -2 | 0 | 0 |
2020-02-16T00:00:00Z | GB-FLN | subnational-state | Flintshire | -5 | -4 | -25 | -10 | -1 | null |
2020-02-16T00:00:00Z | GB-FMO | subnational-state | Fermanagh and Omagh | 2 | -6 | -39 | -10 | -3 | null |
2020-02-16T00:00:00Z | GB-GAT | subnational-state | Metropolitan Borough of Gateshead | 1 | -2 | -14 | 2 | -3 | 0 |
2020-02-16T00:00:00Z | GB-GLG | subnational-state | Glasgow City | 3 | -3 | -1 | -5 | 0 | 1 |
2020-02-16T00:00:00Z | GB-GLS | subnational-state | Gloucestershire | -11 | -4 | -40 | -6 | -3 | 2 |
2020-02-16T00:00:00Z | GB-GRE | subnational-state | Royal Borough of Greenwich | -16 | -16 | -53 | -14 | -2 | 2 |
2020-02-16T00:00:00Z | GB-GWN | subnational-state | Gwynedd | 7 | 7 | 25 | 0 | 0 | null |
2020-02-16T00:00:00Z | GB-HAL | subnational-state | Borough of Halton | 10 | -5 | -12 | -4 | 1 | null |
2020-02-16T00:00:00Z | GB-HAM | subnational-state | Hampshire | -16 | -9 | -43 | -18 | -4 | 2 |
2020-02-16T00:00:00Z | GB-HAV | subnational-state | London Borough of Havering | -16 | -9 | -49 | -23 | -5 | 1 |
2020-02-16T00:00:00Z | GB-HCK | subnational-state | London Borough of Hackney | -11 | -13 | -45 | -3 | -2 | 2 |
2020-02-16T00:00:00Z | GB-HEF | subnational-state | Herefordshire | -19 | -9 | -19 | -22 | -16 | null |
2020-02-16T00:00:00Z | GB-HIL | subnational-state | London Borough of Hillingdon | -9 | -5 | -44 | 0 | -3 | 1 |
2020-02-16T00:00:00Z | GB-HLD | subnational-state | Highland Council | 5 | -2 | 7 | -2 | -3 | 1 |
2020-02-16T00:00:00Z | GB-HMF | subnational-state | London Borough of Hammersmith and Fulham | -4 | -5 | -35 | -10 | -2 | 2 |
2020-02-16T00:00:00Z | GB-HNS | subnational-state | London Borough of Hounslow | -13 | -11 | -39 | -15 | -3 | 2 |
2020-02-16T00:00:00Z | GB-HPL | subnational-state | Hartlepool | 2 | -3 | null | -7 | -1 | null |
2020-02-16T00:00:00Z | GB-HRT | subnational-state | Hertfordshire | -15 | -9 | -27 | -6 | -6 | 1 |
2020-02-16T00:00:00Z | GB-HRW | subnational-state | London Borough of Harrow | -12 | -10 | -52 | -5 | -4 | 1 |
2020-02-16T00:00:00Z | GB-HRY | subnational-state | London Borough of Haringey | -14 | -10 | -50 | -11 | -4 | 1 |
2020-02-16T00:00:00Z | GB-IOW | subnational-state | Isle of Wight | -10 | -1 | -31 | -15 | -2 | null |
2020-02-16T00:00:00Z | GB-ISL | subnational-state | London Borough of Islington | 30 | -4 | -38 | 29 | -2 | 2 |
2020-02-16T00:00:00Z | GB-IVC | subnational-state | Inverclyde | 2 | -1 | null | -18 | -2 | null |
2020-02-16T00:00:00Z | GB-KEC | subnational-state | Royal Borough of Kensington and Chelsea | 2 | -2 | -33 | 1 | -6 | null |
2020-02-16T00:00:00Z | GB-KEN | subnational-state | Kent | -16 | -13 | -50 | -11 | -7 | 2 |
2020-02-16T00:00:00Z | GB-KHL | subnational-state | Kingston upon Hull | 3 | -5 | -26 | 9 | -4 | 1 |
2020-02-16T00:00:00Z | GB-KIR | subnational-state | Metropolitan Borough of Kirklees | -3 | -5 | -21 | -1 | -2 | 1 |
2020-02-16T00:00:00Z | GB-KTT | subnational-state | Royal Borough of Kingston upon Thames | -20 | -14 | -57 | -12 | -6 | 2 |
2020-02-16T00:00:00Z | GB-KWL | subnational-state | Metropolitan Borough of Knowsley | -3 | 0 | -26 | -20 | 0 | 1 |
2020-02-16T00:00:00Z | GB-LAN | subnational-state | Lancashire | 1 | -3 | 2 | -3 | 0 | 0 |
2020-02-16T00:00:00Z | GB-LBC | subnational-state | Lisburn and Castlereagh | 0 | -11 | -49 | -5 | -5 | null |
2020-02-16T00:00:00Z | GB-LBH | subnational-state | London Borough of Lambeth | -2 | -9 | -30 | -1 | -2 | 2 |
2020-02-16T00:00:00Z | GB-LCE | subnational-state | Leicester | -6 | -5 | -22 | -8 | -2 | 1 |
2020-02-16T00:00:00Z | GB-LDS | subnational-state | Leeds District | -4 | -4 | -30 | -2 | -1 | 1 |
2020-02-16T00:00:00Z | GB-LEC | subnational-state | Leicestershire | -8 | -7 | -44 | 3 | -3 | 1 |
2020-02-16T00:00:00Z | GB-LEW | subnational-state | London Borough of Lewisham | -17 | -10 | -40 | -16 | -5 | 2 |
2020-02-16T00:00:00Z | GB-LIN | subnational-state | Lincolnshire | -9 | -7 | -26 | -4 | -4 | 1 |
2020-02-16T00:00:00Z | GB-LIV | subnational-state | Liverpool | -7 | -3 | -12 | -9 | -1 | 1 |
2020-02-16T00:00:00Z | GB-LND | subnational-state | City of London | -1 | -21 | -23 | -13 | null | null |
2020-02-16T00:00:00Z | GB-LUT | subnational-state | Luton | -4 | -7 | -35 | -5 | -4 | 1 |
2020-02-16T00:00:00Z | GB-MAN | subnational-state | Manchester | 4 | -1 | -3 | 2 | -1 | 0 |
2020-02-16T00:00:00Z | GB-MDB | subnational-state | Middlesbrough | -2 | -2 | -20 | 3 | 2 | null |
2020-02-16T00:00:00Z | GB-MDW | subnational-state | Medway | -16 | -8 | -61 | -24 | -7 | 2 |
2020-02-16T00:00:00Z | GB-MEA | subnational-state | Mid and East Antrim | -4 | -5 | -15 | 0 | 3 | null |
2020-02-16T00:00:00Z | GB-MIK | subnational-state | Milton Keynes | -6 | -4 | -29 | 3 | -3 | 1 |
2020-02-16T00:00:00Z | GB-MLN | subnational-state | Midlothian | -3 | -2 | -25 | -4 | -1 | null |
2020-02-16T00:00:00Z | GB-MON | subnational-state | Monmouthshire | -15 | -6 | -15 | -21 | -9 | null |
2020-02-16T00:00:00Z | GB-MRT | subnational-state | London Borough of Merton | -16 | -13 | -45 | -18 | -3 | 2 |
2020-02-16T00:00:00Z | GB-MRY | subnational-state | Moray | 1 | 2 | 6 | null | -3 | null |
2020-02-16T00:00:00Z | GB-MTY | subnational-state | Merthyr Tydfil County Borough | -32 | -15 | null | null | -11 | null |
2020-02-16T00:00:00Z | GB-MUL | subnational-state | Mid Ulster | -2 | -7 | null | null | 0 | null |
2020-02-16T00:00:00Z | GB-NAY | subnational-state | North Ayrshire Council | -2 | 0 | -4 | -16 | 1 | null |
2020-02-16T00:00:00Z | GB-NBL | subnational-state | Northumberland | 3 | 0 | -4 | -4 | -1 | 0 |
2020-02-16T00:00:00Z | GB-NEL | subnational-state | North East Lincolnshire | 0 | -4 | -33 | -18 | -1 | 1 |
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