Airbnb Scotland Survey 2022

There is a growing concern over the impact of growth of short term holiday lets (STL) in the UK because of their socio-economic impact on the local housing market and the consequences the behaviour of some partying visitors in city centres has on local residents.

This survey was conducted to determine the number of homes in Scotland currently offered as holiday lets on Airbnb.  Data was gathered by extracting information from the Airbnb website and was carried out over three weeks starting 14 April 2022.  Data collected included listing title, summary, full description, latitude and longitude coordinates, number of guests and number of rooms.

Overall there were 32,279 unique listings.  Of these, 20,790 were found to be short term holiday lets for homes that could house families and young people who are unable to find affordable homes (see Map1).  The balance is made up of bed and breakfast rooms, hotel rooms, spare rooms, purpose built lodges on holiday sites, caravans and others (in other words properties that are specifically aimed at holidaymakers and or business travellers looking for a short stopover).  The distribution follows the distribution of centres of population with gaps in the mainly uninhabited northern highlands, Grampian highlands and the Southern Uplands.  Further analysis (see below and zoom in in the map) reveals localised areas where the concentrations of STLs is high.

 

Map 1: Distribution of Short Term Lets in Scotland
Zoom in using the + – tool and drag the image to move around. Shetland can be observed by pulling the map down.

Properties by Local Authority

Short term let data was analysed by mapping latitude and longitude coordinates to address localities and individual Local Authority (LA).  Note that not every latitude and longitude coordinate could be mapped to a known address/location and of the 20,790 listings identified only 20,577 were location mapped (see Methods below).

Total Properties
The following LAs had the greatest numbers of listed properties (Table 1, column 2, red coloured numbers):

• Highland (3,801): which has several tourist hot spots at either end of the Great Glen (Inverness, Fort William, Fort Augustus)
• City of Edinburgh (3,531): centred around the Old Town,
• Glasgow City (2,323): broad city centre distribution,
• Fife (1,464):  clustered around St Andrews and surrounding areas,
• Argyll and Bute (1,338): a combination of tourist hot spots near Oban and widespread distribution
• Dumfries and Galloway (1,004):broad distribution.

Per Square Kilometre
When measured based on the density of properties (number per square kilometre) city centres with their high density housing came out as having the greatest ratio of STLs (Table 1, column 3, red coloured numbers):

• Edinburgh (13.4 properties per km 2) & Glasgow (13.3) by far exceed the rest of the LAs in Scotland,
• Dundee (3.4) and Aberdeen City (2.8) the other two city LAs come next,
• Fife (1.1)  has the highest concentration of any non-city LA (Table 1).
• Highland, Argyll & Bute and Dumfries & Galloway that have high numbers of STLs (above) have low densities because of their greater land area.

Per 1000 population
When measured by total population LAs in the highlands regions plus Orkney have the greatest ratio of properties (Table 1, column 4, red coloured numbers):

• Western Isles (16.51 properties per 1000 population)
• Highland (16.14)
• Argyll and Bute (15.51)
• Orkney (10.86)

When considering the impact of short term lets on the local housing market perhaps the best analysis is per 1000 population.  This approach irons out the influence of the size of the region and or the density of properties in an area when looking at the overall effect on the local population.

Table 1, short term lets by Local Authority as total properties (column 2), short term lets per square kilometre (column 3), short term lets per 1000 population (column 4)

Impact on Island Communities

The impact on Scotland’s individual island communities (on a per 1000 population basis) is greater than that observed at Local Authority level:

• Skye (67.7 properties per 1000 population)
• Mull (37.12)
• Jura (37.23)
• Islay (36.34)
• Note also, Tiree (24.68), Arran (23.79), Benbecula (22.15), North Uist (22.03), South Uist (17.60) all have per 1000 population ratios greater then the highest ratio of any LA (Western Isles).

Table 2, short term lets in island communities as total properties (column 2), short term lets per 1000 population (column 4), short term lets per square kilometre (column 5)

Distribution of Airbnb Properties by Per 1000 Population for Census Intermediate Zones

For density mapping purposes, Intermediate Zones which the Scottish Government uses for census analysis were used. These serve as a good compromise between numbers, area and population. Intermediate Zones have an average population of 4,250 and include on average 170 postcode areas. Map 2 shows the distribution the top five Intermediate Zones (based on the per 1000 population decile) where the most intensive colour corresponds to decile 1 (see key bottom left):

• Decile 1 The areas with the highest density per 1000 population are very much distributed in the highlands and Scottish islands, much of Dumfries and Galloway, East Fife, some city hot spots (Glasgow, Edinburgh, Aberdeen, Inverness).  By area, decile 1 zones occupies the largest areas – because of the high concentration of decile 1 zones in areas of lower population density (exceptions being city centres).  Note some small areas in high population density (e.g. Nairn) are not immediately obvious unless the map is zoomed in – these can be identified in table 3 which provides data for all Intermediate Zones and all deciles.
• The Decile 2 zone very much fills in gaps around the decile 1 regions in the highlands and in the south expands eastwards to create a zone across the south west of Scotland.
• Zones corresponding to deciles 3, 4, 5 continue the expansion to cover most of the highlands and islands, south west of Scotland plus expansion of the city areas.

Map 2, Choropleth map showing Intermediate Zones for the top five deciles^* based on Airbnb properties per 1000 population.
^*three on mobile app because of space limitations.
Zoom in using the + – tool and drag the image to move around. Shetland can be observed by pulling the map down.  Layer control (top right) allows selection of specific deciles.

 

Table 3, Short Term Let Properties for Intermediate Zones in Scotland ordered by per 1000 Population and Decile .
The table is dynamic and the columns can be sorted ascending or descending mode. Table includes Intermediate Zone code (iz2011_code) and name (iz2011_name), LA Name (la)name), number of properties (properties), number of properties per 1000 population (per1000pop and the decile the per 1000 population (decile).

Also, there is a search function which can be used to find specific information (e.g. filter for Aberdeen to get data for both Aberdeen City and Aberdeenshire.         Download Intermediate Zones data file

	iz2011_code	la_name	iz2011_name	properties	per1000pop	decile
0	S02002253	Perth and Kinross	Rannoch and Aberfeldy	362	77.32	1
1	S02001622	City of Edinburgh	Old Town, Princes Street and Leith Street	528	77.07	1
2	S02002010	Highland	Skye North West	239	70.31	1
3	S02002009	Highland	Skye North East	204	58.25	1
4	S02002008	Highland	Skye South	175	48.64	1
5	S02001830	Fife	Elie Colinsburgh and Largoward	105	48.39	1
6	S02002006	Highland	Loch Ness	221	47.74	1
7	S02001384	Argyll and Bute	Cowal North	142	46.96	1
8	S02001981	Highland	Lochaber East and North	214	45.44	1
9	S02001374	Argyll and Bute	Loch Awe	101	44.67	1
10	S02001983	Highland	Badenoch and Strathspey Central	234	44.48	1
11	S02002007	Highland	Lochalsh	113	43.15	1
12	S02001656	City of Edinburgh	New Town West	138	41.35	1
13	S02001835	Fife	St Andrews Central	261	41.13	1
14	S02002459	Stirling	Highland	128	40.75	1
15	S02001551	East Lothian	North Berwick North	128	40.48	1
16	S02001372	Argyll and Bute	Oban North	103	40.11	1
17	S02002033	Highland	Sutherland North and West	126	39.38	1
18	S02001833	Fife	Crail and Boarhills	93	37.39	1
19	S02001655	City of Edinburgh	New Town East and Gayfield	103	37.33	1
20	S02001831	Fife	St Monans and Pittenweem	99	37.26	1
21	S02001934	Glasgow City	City Centre South	148	37.17	1
22	S02002011	Highland	Ross and Cromarty South West	111	36.72	1
23	S02001383	Argyll and Bute	Cowal South	91	35.14	1
24	S02002001	Highland	Inverness Muirtown	129	34.92	1
25	S02001660	City of Edinburgh	Deans Village	246	34.89	1
26	S02001378	Argyll and Bute	Whisky Isles	116	34.32	1
27	S02001689	Western Isles	Harris	58	32.57	1
28	S02001620	City of Edinburgh	Tollcross	200	30.60	1
29	S02001693	Western Isles	Stornoway West	91	29.94	1
30	S02001832	Fife	Anstruther	128	29.74	1
31	S02001375	Argyll and Bute	Mid Argyll	92	29.73	1
32	S02001413	Dumfries and Galloway	Gatehouse	101	28.37	1
33	S02001285	Aberdeenshire	East Cairngorms	84	27.82	1
34	S02001978	Highland	Lochaber West	129	27.14	1
35	S02001370	Argyll and Bute	Mull, Iona, Coll and Tiree	101	26.95	1
36	S02001982	Highland	Badenoch and Strathspey South	100	26.13	1
37	S02002097	North Ayrshire	Arran	114	25.28	1
38	S02001417	Dumfries and Galloway	Dalbeattie Rural	59	24.53	1
39	S02001690	Western Isles	South Lewis	61	24.23	1
40	S02002247	Perth and Kinross	Blair Atholl, Strathardle and Glenshee	105	24.22	1
41	S02001935	Glasgow City	Anderston	133	23.99	1
42	S02001373	Argyll and Bute	Benderloch Trail	133	23.72	1
43	S02001381	Argyll and Bute	Bute	56	23.10	1
44	S02001408	Dumfries and Galloway	Rhins North	82	22.80	1
45	S02001980	Highland	Fort William South	126	22.64	1
46	S02001624	City of Edinburgh	Abbeyhill	66	22.58	1
47	S02001647	City of Edinburgh	Hillside and Calton Hill	136	22.51	1
48	S02001998	Highland	Inverness Central, Raigmore and Longman	86	22.01	1
49	S02002224	Perth and Kinross	Comrie, Gilmerton and St Fillans	77	20.46	1
50	S02002024	Highland	Sutherland South	125	20.21	1
51	S02001999	Highland	Inverness Crown and Haugh	88	20.02	1
52	S02001411	Dumfries and Galloway	Machars South	97	19.87	1
53	S02001377	Argyll and Bute	Knapdale	47	19.29	1
54	S02001657	City of Edinburgh	Canonmills and New Town North	62	19.29	1
55	S02001688	Western Isles	Benbecula and North Uist	55	19.11	1
56	S02002013	Highland	Ross and Cromarty Central	71	18.90	1
57	S02002025	Highland	Sutherland East	77	18.85	1
58	S02002213	Orkney Islands	Stromness, Sandwick and Stenness	60	18.60	1
59	S02002012	Highland	Ross and Cromarty North West	60	18.42	1
60	S02001250	Aberdeen City	City Centre East	47	18.04	1
61	S02002252	Perth and Kinross	Pitlochry	68	17.84	1
62	S02001619	City of Edinburgh	Dalry and Fountainbridge	145	17.79	1
63	S02001410	Dumfries and Galloway	Machars North	44	17.78	1
64	S02001837	Fife	St Andrews North and Strathkinness	99	17.75	1
65	S02001623	City of Edinburgh	Canongate, Southside and Dumbiedykes	163	17.65	1
66	S02001836	Fife	St Andrews South West	75	17.20	1
67	S02001834	Fife	St Andrews South East	70	17.19	1
68	S02001426	Dumfries and Galloway	New Abbey	58	16.95	1
69	S02002216	Orkney Islands	West Kirkwall	60	16.35	1
70	S02001691	Western Isles	Northwest Lewis	60	16.22	1
71	S02001820	Fife	Largo	47	15.94	1
72	S02001418	Dumfries and Galloway	Glenkens	59	15.87	1
73	S02001687	Western Isles	Barra and South Uist	48	15.84	1
74	S02001371	Argyll and Bute	Oban South	89	15.72	1
75	S02001954	Glasgow City	Glasgow Harbour and Partick South	84	15.70	1
76	S02002073	Moray	South Speyside and the Cabrach	65	15.65	1
77	S02001658	City of Edinburgh	Stockbridge	89	15.51	1
78	S02001328	Aberdeenshire	Gardenstown and King Edward	49	15.49	1
79	S02001984	Highland	Badenoch and Strathspey North	75	15.43	1
80	S02001621	City of Edinburgh	Meadows and Southside	128	15.07	1
81	S02001646	City of Edinburgh	Leith (Albert Street)	53	15.01	1
82	S02001414	Dumfries and Galloway	Kirkcudbright	76	14.50	1
83	S02001382	Argyll and Bute	Rothesay Town	50	14.04	1
84	S02001829	Fife	Dairsie Ceres and Dunino	40	13.82	1
85	S02001957	Glasgow City	Dowanhill	62	13.69	1
86	S02001937	Glasgow City	Woodlands	101	13.62	1
87	S02001986	Highland	Nairn East	54	13.59	1
88	S02001654	City of Edinburgh	Broughton South	68	13.54	1
89	S02001653	City of Edinburgh	Broughton North and Powderhall	60	13.50	1
90	S02001932	Glasgow City	City Centre East	141	13.37	1
91	S02002305	Scottish Borders	Berwickshire East	49	12.71	1
92	S02002018	Highland	Black Isle South	88	12.65	1
93	S02002329	South Ayrshire	Carrick South	67	12.64	1
94	S02001625	City of Edinburgh	Meadowbank and Abbeyhill North	65	12.56	1
95	S02001249	Aberdeen City	City Centre West	50	12.56	1
96	S02002077	Moray	Cullen, Portknockie, Findochty, Drybridge and Berryhillock	69	12.36	1
97	S02002128	North Ayrshire	Largs Central and Cumbrae	58	12.17	1
98	S02001550	East Lothian	Gullane and Drem	55	12.09	1
99	S02001369	Angus	Angus Glens	42	11.98	1
100	S02002005	Highland	Inverness West Rural	81	11.81	2
101	S02001933	Glasgow City	City Centre West	69	11.67	2
102	S02001412	Dumfries and Galloway	Newton Stewart	63	11.66	2
103	S02001390	Argyll and Bute	Helensburgh Centre	33	11.56	2
104	S02002324	Shetland Islands	Lerwick North	52	11.38	2
105	S02002333	South Ayrshire	Carrick North	52	11.26	2
106	S02001936	Glasgow City	Finnieston and Kelvinhaugh	119	11.17	2
107	S02001642	City of Edinburgh	The Shore and Constitution Street	62	11.16	2
108	S02001979	Highland	Fort William North	51	10.95	2
109	S02002031	Highland	Thurso East	28	10.93	2
110	S02001645	City of Edinburgh	Easter Road and Hawkhill Avenue	42	10.84	2
111	S02002339	South Ayrshire	Ayr South Harbour and Town Centre	58	10.82	2
112	S02001952	Glasgow City	Kelvingrove and University	68	10.65	2
113	S02002022	Highland	Seaboard	46	10.54	2
114	S02001392	Argyll and Bute	Lomond Shore	31	10.37	2
115	S02002029	Highland	Caithness North East	36	10.26	2
116	S02002019	Highland	Black Isle North	36	10.06	2
117	S02001613	City of Edinburgh	Marchmont East and Sciennes	49	10.06	2
118	S02002074	Moray	North Speyside	36	9.96	2
119	S02001988	Highland	Inverness East Rural	57	9.95	2
120	S02001632	City of Edinburgh	Portobello	44	9.89	2
121	S02001951	Glasgow City	North Kelvin	41	9.88	2
122	S02001890	Glasgow City	Laurieston and Tradeston	62	9.87	2
123	S02001938	Glasgow City	Woodside	34	9.71	2
124	S02001409	Dumfries and Galloway	Rhins South	21	9.71	2
125	S02002218	Orkney Islands	Isles	41	9.66	2
126	S02001288	Aberdeenshire	Mearns South and Benholm	39	9.61	2
127	S02001825	Fife	Newburgh	28	9.56	2
128	S02001440	Dumfries and Galloway	Annandale West	23	9.33	2
129	S02002476	West Dunbartonshire	Balloch	54	9.19	2
130	S02001322	Aberdeenshire	Auchterless and Monquhitter	26	9.15	2
131	S02001643	City of Edinburgh	Great Junction Street	52	9.12	2
132	S02001823	Fife	Falkland and Freuchie	23	9.09	2
133	S02001640	City of Edinburgh	Western Harbour and Leith Docks	43	9.09	2
134	S02001956	Glasgow City	Partickhill and Hyndland	52	8.99	2
135	S02001420	Dumfries and Galloway	Thornhill	36	8.98	2
136	S02001356	Angus	Lunan	26	8.96	2
137	S02002311	Scottish Borders	Kelso South	21	8.86	2
138	S02002353	South Ayrshire	Troon	47	8.83	2
139	S02001300	Aberdeenshire	Cromar and Kildrummy	34	8.71	2
140	S02001648	City of Edinburgh	Pilrig	31	8.71	2
141	S02001868	Glasgow City	Strathbungo	50	8.61	2
142	S02001644	City of Edinburgh	South Leith	47	8.58	2
143	S02001995	Highland	Inverness Drummond	29	8.50	2
144	S02002127	North Ayrshire	Largs South	30	8.40	2
145	S02002312	Scottish Borders	Cheviot West	26	8.40	2
146	S02002014	Highland	Ross and Cromarty East	27	8.37	2
147	S02001618	City of Edinburgh	Polwarth	40	8.35	2
148	S02001437	Dumfries and Galloway	Moffat	31	8.35	2
149	S02001324	Aberdeenshire	Portsoy, Fordyce and Cornhill	26	8.30	2
150	S02002457	Stirling	Carse of Stirling	43	8.21	2
151	S02001891	Glasgow City	Calton and Gallowgate	39	8.18	2
152	S02002449	Stirling	City Centre	30	8.13	2
153	S02002315	Scottish Borders	Denholm and Hermitage	32	7.89	2
154	S02001617	City of Edinburgh	Bruntsfield	47	7.87	2
155	S02002303	Scottish Borders	Berwickshire Central	32	7.78	2
156	S02001427	Dumfries and Galloway	Kingholm	24	7.76	2
157	S02002293	Scottish Borders	Peebles North	33	7.75	2
158	S02002002	Highland	Inverness Merkinch	26	7.75	2
159	S02001692	Western Isles	Broadbay	28	7.73	2
160	S02001985	Highland	Nairn Rural	39	7.72	2
161	S02002217	Orkney Islands	East Kirkwall	18	7.64	2
162	S02001782	Fife	Kinghorn	21	7.62	2
163	S02001458	Dundee City	Broughty Ferry West	39	7.58	2
164	S02002000	Highland	Inverness Ballifeary and Dalneigh	33	7.57	2
165	S02002295	Scottish Borders	Tweeddale East Area	43	7.48	2
166	S02002214	Orkney Islands	West Mainland	32	7.47	2
167	S02002093	Moray	Findhorn, Kinloss and Pluscarden Valley	28	7.43	2
168	S02002307	Scottish Borders	Chirnside and Area	29	7.40	2
169	S02002251	Perth and Kinross	Luncarty and Dunkeld	46	7.36	2
170	S02001659	City of Edinburgh	Comely Bank	31	7.31	2
171	S02001992	Highland	Inverness Inshes	42	7.24	2
172	S02001861	Glasgow City	Kinning Park and Festival Park	32	7.24	2
173	S02002222	Perth and Kinross	Muthill, Greenloaning and Gleneagles	32	7.16	2
174	S02001860	Glasgow City	Ibrox East and Cessnock	24	7.15	2
175	S02002026	Highland	Caithness South	21	7.11	2
176	S02002075	Moray	Rural Keith and Strathisla	22	7.04	2
177	S02001993	Highland	Inverness Slackbuie	26	7.04	2
178	S02001955	Glasgow City	Partick	28	7.03	2
179	S02001591	City of Edinburgh	Gorgie East	28	7.00	2
180	S02002454	Stirling	Forth	20	6.96	2
181	S02001325	Aberdeenshire	Aberchirder and Whitehills	26	6.91	2
182	S02001614	City of Edinburgh	Marchmont West	31	6.86	2
183	S02001259	Aberdeen City	Hanover South	22	6.86	2
184	S02001260	Aberdeen City	Hanover North	27	6.83	2
185	S02001695	Western Isles	Point	22	6.82	2
186	S02002436	Stirling	Blane Valley	38	6.81	2
187	S02001264	Aberdeen City	Seaton	32	6.79	2
188	S02001871	Glasgow City	Shawlands East	24	6.77	2
189	S02001872	Glasgow City	Langside	31	6.76	2
190	S02002317	Scottish Borders	Hawick Central	28	6.75	2
191	S02001953	Glasgow City	Hillhead	59	6.66	2
192	S02001399	Clackmannanshire	Dollar and Muckhart	24	6.59	2
193	S02002309	Scottish Borders	Cheviot East	30	6.56	2
194	S02002003	Highland	Inverness Scorguie	19	6.54	2
195	S02001589	City of Edinburgh	Slateford and Chesser	34	6.50	2
196	S02001553	East Lothian	East Linton and Rural	36	6.38	2
197	S02001261	Aberdeen City	George Street	44	6.34	2
198	S02002302	Scottish Borders	Lauder and Area	20	6.32	2
199	S02001870	Glasgow City	Shawlands West	25	6.29	2
200	S02002215	Orkney Islands	East Mainland	29	6.28	3
201	S02001694	Western Isles	Stornoway East	17	6.28	3
202	S02001839	Fife	Balmullo and Gauldry	23	6.27	3
203	S02001251	Aberdeen City	Ferryhill North	30	6.12	3
204	S02001611	City of Edinburgh	Newington and Dalkeith Road	40	6.08	3
205	S02001289	Aberdeenshire	Mearns North and Inverbervie	34	6.05	3
206	S02002092	Moray	Burghead, Roseisle and Laich	33	5.99	3
207	S02002301	Scottish Borders	Melrose and Tweedbank Area	32	5.93	3
208	S02001438	Dumfries and Galloway	Langholm and Eskdale	22	5.89	3
209	S02001386	Argyll and Bute	Dunoon	25	5.88	3
210	S02002292	Scottish Borders	Tweeddale West Area	36	5.81	3
211	S02002320	Scottish Borders	Ettrick Yarrow and Liliesleaf Area	16	5.79	3
212	S02002219	Perth and Kinross	Powmill, Cleish and Scotlandwell	26	5.73	3
213	S02001641	City of Edinburgh	North Leith and Newhaven	31	5.68	3
214	S02002437	Stirling	Balfron and Drymen	25	5.65	3
215	S02001379	Argyll and Bute	Kintyre Trail	16	5.61	3
216	S02002096	Moray	Rafford, Dallas, Dyke to Dava	24	5.57	3
217	S02001864	Glasgow City	Pollokshields East	29	5.56	3
218	S02002225	Perth and Kinross	Crieff North	17	5.56	3
219	S02002325	Shetland Islands	Central Shetland	19	5.48	3
220	S02002094	Moray	Forres Central East and seaward	20	5.47	3
221	S02002249	Perth and Kinross	Blairgowrie West	31	5.46	3
222	S02001886	Glasgow City	Cathcart	30	5.44	3
223	S02001612	City of Edinburgh	The Grange	32	5.40	3
224	S02001449	Dundee City	Docks and Wellgate	30	5.40	3
225	S02001421	Dumfries and Galloway	Mid Nithsdale	24	5.38	3
226	S02001552	East Lothian	North Berwick South	26	5.30	3
227	S02002452	Stirling	Causewayhead	15	5.28	3
228	S02002023	Highland	Tain	19	5.14	3
229	S02002327	Shetland Islands	North Mainland	13	5.13	3
230	S02002227	Perth and Kinross	Aberuthven and Almondbank	25	5.13	3
231	S02001747	Fife	Dunfermline Central	16	5.11	3
232	S02002331	South Ayrshire	Girvan Ailsa	16	5.09	3
233	S02001867	Glasgow City	Battlefield	26	5.08	3
234	S02001385	Argyll and Bute	Hunter's Quay	25	5.01	3
235	S02001448	Dundee City	City Centre	24	4.99	3
236	S02002246	Perth and Kinross	Alyth	15	4.98	3
237	S02001859	Glasgow City	Ibrox	18	4.95	3
238	S02001353	Angus	Arbroath Harbour	23	4.95	3
239	S02001286	Aberdeenshire	Aboyne and South Deeside	26	4.94	3
240	S02001892	Glasgow City	Bridgeton	21	4.94	3
241	S02002458	Stirling	Callander and Trossachs	18	4.92	3
242	S02002226	Perth and Kinross	Crieff South	20	4.90	3
243	S02002081	Moray	Fochabers, Aultmore, Clochan and Ordiquish	12	4.86	3
244	S02001333	Aberdeenshire	Cruden	21	4.80	3
245	S02002314	Scottish Borders	Jedburgh	18	4.77	3
246	S02001939	Glasgow City	Firhill	30	4.73	3
247	S02001590	City of Edinburgh	Gorgie West	26	4.61	3
248	S02001610	City of Edinburgh	Prestonfield	15	4.55	3
249	S02002477	West Dunbartonshire	Lomond	20	4.54	3
250	S02002080	Moray	Mosstodloch, Portgordon and seaward	16	4.53	3
251	S02001987	Highland	Nairn West	20	4.51	3
252	S02002354	South Lanarkshire	Clydesdale South	11	4.50	3
253	S02001326	Aberdeenshire	Banff	18	4.50	3
254	S02001887	Glasgow City	Mount Florida	20	4.50	3
255	S02002015	Highland	Muir of Ord	16	4.48	3
256	S02001941	Glasgow City	Ruchill	33	4.47	3
257	S02001873	Glasgow City	Pollokshaws	20	4.46	3
258	S02001376	Argyll and Bute	Greater Lochgilphead	16	4.46	3
259	S02001555	East Lothian	Dunbar East	20	4.37	3
260	S02001299	Aberdeenshire	Crathes and Torphins	19	4.37	3
261	S02002016	Highland	Conon	17	4.37	3
262	S02001741	Fife	Valleyfield Culross and Torryburn	16	4.36	3
263	S02001419	Dumfries and Galloway	Upper Nithsdale	20	4.34	3
264	S02001673	City of Edinburgh	Cramond	12	4.34	3
265	S02001248	Aberdeen City	West End South	27	4.33	3
266	S02001615	City of Edinburgh	Morningside	26	4.32	3
267	S02001862	Glasgow City	Kingston West and Dumbreck	16	4.29	3
268	S02001246	Aberdeen City	Rosemount	24	4.28	3
269	S02002308	Scottish Borders	Coldstream and Area	12	4.28	3
270	S02001616	City of Edinburgh	Merchiston and Greenhill	22	4.27	3
271	S02002087	Moray	Elgin Central West	13	4.24	3
272	S02001855	Glasgow City	Drumoyne and Shieldhall	26	4.23	3
273	S02001415	Dumfries and Galloway	Castle Douglas	20	4.22	3
274	S02001430	Dumfries and Galloway	Dumfries Central	14	4.20	3
275	S02002078	Moray	Buckie Central East	14	4.16	3
276	S02002340	South Ayrshire	Ayr North Harbour, Wallacetown and Newton South	19	4.12	3
277	S02001329	Aberdeenshire	New Pitsligo	12	4.12	3
278	S02001290	Aberdeenshire	Fetteresso, Netherley and Catter	20	4.11	3
279	S02002130	North Ayrshire	Skelmorlie and Rural	12	4.11	3
280	S02001931	Glasgow City	Gallowgate North and Bellgrove	27	4.10	3
281	S02001863	Glasgow City	Pollokshields West	19	4.10	3
282	S02002438	Stirling	Kippen and Fintry	13	4.07	3
283	S02001357	Angus	Montrose South	22	4.04	3
284	S02001240	Aberdeen City	Braeside, Mannofield, Broomhill and Seafield East	18	3.99	3
285	S02001387	Argyll and Bute	Garelochhead	27	3.99	3
286	S02001360	Angus	Friockheim	14	3.96	3
287	S02001367	Angus	Kirriemuir Landward	11	3.89	3
288	S02001661	City of Edinburgh	Balgreen and Roseburn	17	3.85	3
289	S02001652	City of Edinburgh	Inverleith, Goldenacre and Warriston	15	3.83	3
290	S02001838	Fife	Leuchars and Guardbridge	16	3.81	3
291	S02002326	Shetland Islands	East and West Mainland	11	3.81	3
292	S02001994	Highland	Inverness Lochardil and Holm Mains	21	3.75	3
293	S02002328	Shetland Islands	North and East Isles	10	3.75	3
294	S02001639	City of Edinburgh	Leith (Hermitage and Prospect Bank)	17	3.72	3
295	S02001263	Aberdeen City	Froghall, Powis and Sunnybank	21	3.71	3
296	S02002274	Renfrewshire	Paisley Central	26	3.71	3
297	S02001592	City of Edinburgh	Shandon	20	3.71	3
298	S02001650	City of Edinburgh	Trinity East and The Dudleys	14	3.65	3
299	S02001262	Aberdeen City	Ashgrove	14	3.63	4
300	S02001950	Glasgow City	Kelvindale	22	3.60	4
301	S02002030	Highland	Caithness North West	18	3.60	4
302	S02002134	North Ayrshire	Beith East and Rural	14	3.59	4
303	S02002448	Stirling	Braehead	9	3.59	4
304	S02001547	East Lothian	Haddington Rural	24	3.58	4
305	S02001779	Fife	Aberdour and Auchtertool	13	3.57	4
306	S02002238	Perth and Kinross	North Inch	8	3.57	4
307	S02001291	Aberdeenshire	Stonehaven South	18	3.50	4
308	S02001958	Glasgow City	Kelvinside and Jordanhill	20	3.49	4
309	S02001961	Glasgow City	Whiteinch	13	3.48	4
310	S02002125	North Ayrshire	Fairlie and Rural	10	3.48	4
311	S02001348	Angus	Carnoustie West	18	3.39	4
312	S02002088	Moray	Elgin Bishopmill East and Ladyhill	11	3.39	4
313	S02002447	Stirling	King's Park and Torbrex	14	3.30	4
314	S02001970	Glasgow City	Anniesland East	14	3.28	4
315	S02001889	Glasgow City	Gorbals and Hutchesontown	20	3.22	4
316	S02001239	Aberdeen City	Garthdee	18	3.21	4
317	S02001763	Fife	North Queensferry and Inverkeithing West	10	3.21	4
318	S02002051	Midlothian	Rural South Midlothian	12	3.21	4
319	S02001959	Glasgow City	Broomhill	15	3.21	4
320	S02002004	Highland	Inverness Kinmylies and South West	13	3.15	4
321	S02002223	Perth and Kinross	Auchterarder	13	3.14	4
322	S02001781	Fife	Burntisland East	8	3.10	4
323	S02001626	City of Edinburgh	Willowbrae and Duddingston Village	16	3.09	4
324	S02001631	City of Edinburgh	Joppa	16	3.08	4
325	S02002129	North Ayrshire	Largs North	12	3.08	4
326	S02001797	Fife	Wemyss	10	3.06	4
327	S02001292	Aberdeenshire	Stonehaven North	17	3.04	4
328	S02001649	City of Edinburgh	Bonnington	12	3.03	4
329	S02001439	Dumfries and Galloway	Annandale East	12	3.03	4
330	S02002021	Highland	Invergordon	13	2.97	4
331	S02001894	Glasgow City	Parkhead West and Barrowfield	22	2.94	4
332	S02001321	Aberdeenshire	Huntly	12	2.92	4
333	S02001811	Fife	Markinch and Star	13	2.92	4
334	S02002083	Moray	Lhanbryde, Urquhart, Pitgavney and seaward	10	2.91	4
335	S02002313	Scottish Borders	St Boswells and Newtown Area	11	2.90	4
336	S02001425	Dumfries and Galloway	Troqueer	10	2.89	4
337	S02001824	Fife	Auchtermuchty and Gateside	12	2.89	4
338	S02001245	Aberdeen City	Midstocket	13	2.87	4
339	S02001320	Aberdeenshire	Clashindarroch	13	2.87	4
340	S02002278	Renfrewshire	Paisley North	16	2.87	4
341	S02001877	Glasgow City	Merrylee and Millbrae	10	2.86	4
342	S02001841	Fife	Newport and Wormit	12	2.86	4
343	S02001345	Angus	Monikie	19	2.84	4
344	S02001683	City of Edinburgh	Ratho, Ingliston and Gogar	10	2.78	4
345	S02001929	Glasgow City	Carntyne West and Haghill	13	2.78	4
346	S02002250	Perth and Kinross	Stanley and Murthly	13	2.77	4
347	S02001593	City of Edinburgh	Craiglockhart	14	2.76	4
348	S02002450	Stirling	Raploch	10	2.74	4
349	S02001460	Dundee City	Barnhill	12	2.74	4
350	S02001247	Aberdeen City	West End North	10	2.73	4
351	S02001663	City of Edinburgh	Craigleith, Orchard Brae and Crewe Toll	13	2.73	4
352	S02002248	Perth and Kinross	Blairgowrie East (Rattray)	8	2.73	4
353	S02001713	Falkirk	Falkirk - Grahamston	9	2.72	4
354	S02001405	Dumfries and Galloway	Stranraer West	10	2.69	4
355	S02002323	Shetland Islands	Lerwick South	9	2.69	4
356	S02001796	Fife	Dysart	10	2.69	4
357	S02002239	Perth and Kinross	Central and South Inch	12	2.69	4
358	S02002244	Perth and Kinross	Invergowrie, Longforgan and Abernyte	10	2.68	4
359	S02001817	Fife	Leven East	8	2.66	4
360	S02001436	Dumfries and Galloway	Lockerbie	13	2.65	4
361	S02002322	Shetland Islands	Shetland South	9	2.65	4
362	S02001924	Glasgow City	Cowlairs and Port Dundas	11	2.65	4
363	S02002027	Highland	Wick South	9	2.63	4
364	S02001252	Aberdeen City	Ferryhill South	13	2.62	4
365	S02001866	Glasgow City	Govanhill East and Aikenhead	12	2.61	4
366	S02002126	North Ayrshire	West Kilbride and Seamill	12	2.58	4
367	S02002507	West Lothian	Linlithgow South	15	2.56	4
368	S02001857	Glasgow City	Craigton	9	2.55	4
369	S02001971	Glasgow City	Anniesland West	17	2.55	4
370	S02002109	North Ayrshire	Irvine Fullarton	7	2.53	4
371	S02002304	Scottish Borders	Duns	7	2.53	4
372	S02001651	City of Edinburgh	Trinity	12	2.52	4
373	S02001315	Aberdeenshire	Ythanside	12	2.52	4
374	S02001339	Aberdeenshire	Rosehearty and Strathbeg	16	2.52	4
375	S02001447	Dundee City	Logie and Blackness	14	2.52	4
376	S02002245	Perth and Kinross	Coupar Angus and Meigle	13	2.52	4
377	S02001594	City of Edinburgh	Morningside and Craighouse	12	2.48	4
378	S02001349	Angus	Carnoustie East	13	2.47	4
379	S02001298	Aberdeenshire	Banchory West	7	2.46	4
380	S02001745	Fife	Dunfermline Baldridgeburn	9	2.46	4
381	S02002319	Scottish Borders	Hawick North	8	2.46	4
382	S02001740	Fife	Saline and Gowkhall	9	2.45	4
383	S02002228	Perth and Kinross	Glenfarg, Dunning and Rhynd	12	2.42	4
384	S02001784	Fife	Kirkcaldy Central	8	2.41	4
385	S02002032	Highland	Thurso West	11	2.40	4
386	S02002355	South Lanarkshire	Biggar, Symington, Thankerton and Dolphinton	14	2.39	4
387	S02001991	Highland	Inverness Westhill	15	2.39	4
388	S02002020	Highland	Alness	14	2.36	4
389	S02001388	Argyll and Bute	Helensburgh West and Rhu	10	2.36	4
390	S02002455	Stirling	Dunblane East	13	2.35	4
391	S02001828	Fife	Cupar East	9	2.34	4
392	S02002296	Scottish Borders	Earlston Stow and Clovernfords Area	14	2.34	4
393	S02001481	East Ayrshire	Cumnock Rural	11	2.33	4
394	S02001587	City of Edinburgh	Stenhouse and Saughton Mains	14	2.32	4
395	S02001766	Fife	Dalgety Bay Central	10	2.30	4
396	S02002112	North Ayrshire	Ardrossan Central	7	2.29	4
397	S02001635	City of Edinburgh	Northfield and Piershill	8	2.28	4
398	S02001446	Dundee City	Perth Road	17	2.26	5
399	S02001865	Glasgow City	Govanhill West	13	2.26	5
400	S02002242	Perth and Kinross	Guildtown, Balbeggie and St Madoes	9	2.24	5
401	S02001869	Glasgow City	Maxwell Park	13	2.24	5
402	S02001287	Aberdeenshire	Mearns and Laurencekirk	10	2.24	5
403	S02001332	Aberdeenshire	Auchnagatt	7	2.23	5
404	S02002440	Stirling	Plean and Rural SE	7	2.22	5
405	S02001997	Highland	Inverness Drakies	5	2.21	5
406	S02002335	South Ayrshire	Alloway and Doonfoot	13	2.21	5
407	S02001363	Angus	Letham and Glamis	12	2.21	5
408	S02001368	Angus	Kirriemuir	13	2.20	5
409	S02001317	Aberdeenshire	Barrahill	11	2.18	5
410	S02001822	Fife	Kettle and Ladybank	9	2.17	5
411	S02001416	Dumfries and Galloway	Dalbeattie	9	2.17	5
412	S02002038	Inverclyde	Gourock Upper and West Central and Upper Larkfield	9	2.16	5
413	S02002427	South Lanarkshire	Hairmyres and Westwood West	8	2.15	5
414	S02001764	Fife	Inverkeithing East	6	2.14	5
415	S02001840	Fife	Tayport	8	2.13	5
416	S02002297	Scottish Borders	Galashiels North	8	2.12	5
417	S02001549	East Lothian	Haddington South	10	2.11	5
418	S02001268	Aberdeen City	Hilton	13	2.10	5
419	S02002439	Stirling	Cambusbarron	8	2.08	5
420	S02002349	South Ayrshire	Annbank, Mossblown and Tarbolton - the Coalfields	12	2.06	5
421	S02002352	South Ayrshire	Barassie	8	2.06	5
422	S02001893	Glasgow City	Dalmarnock	8	2.05	5
423	S02001989	Highland	Inverness Culloden and Balloch	8	2.04	5
424	S02001301	Aberdeenshire	Howe of Alford	13	2.03	5
425	S02001662	City of Edinburgh	Murrayfield and Ravelston	9	2.01	5
426	S02002473	West Dunbartonshire	Leven	10	2.01	5
427	S02002076	Moray	Keith and Fife Keith	9	2.01	5
428	S02002298	Scottish Borders	Galashiels West	6	2.01	5
429	S02001736	Falkirk	Bo'ness - Kinneil	6	1.99	5
430	S02001637	City of Edinburgh	Restalrig (Loganlea) and Craigentinny West	7	1.97	5
431	S02002357	South Lanarkshire	Forth, Braehead and Auchengray	7	1.96	5
432	S02001737	Falkirk	Blackness, Bo'ness - Carriden and Grahamsdyke	10	1.93	5
433	S02001875	Glasgow City	Carnwadric East	6	1.93	5
434	S02002332	South Ayrshire	Maybole	9	1.92	5
435	S02001546	East Lothian	Longniddry and Aberlady	11	1.92	5
436	S02001537	East Lothian	Musselburgh North	9	1.90	5
437	S02001827	Fife	Cupar Central	6	1.89	5
438	S02002508	West Lothian	Linlithgow Bridge	8	1.88	5
439	S02001927	Glasgow City	Dennistoun North	9	1.87	5
440	S02001359	Angus	Hillside	7	1.87	5
441	S02001996	Highland	Inverness Hilton	7	1.86	5
442	S02001670	City of Edinburgh	Granton West and Salvesen	8	1.86	5
443	S02001638	City of Edinburgh	Restalrig and Lochend	8	1.85	5
444	S02002036	Inverclyde	Inverkip and Wemyss Bay	11	1.83	5
445	S02001680	City of Edinburgh	Carrick Knowe	5	1.83	5
446	S02001478	East Ayrshire	Mauchline Rural	9	1.83	5
447	S02002039	Inverclyde	Gourock Central, Upper East and IRH	7	1.82	5
448	S02002193	North Lanarkshire	Cardowan and Millerston	9	1.81	5
449	S02001685	City of Edinburgh	Queensferry East	9	1.80	5
450	S02001854	Glasgow City	Hillington	6	1.79	5
451	S02002456	Stirling	Dunblane West	8	1.79	5
452	S02002221	Perth and Kinross	Milnathort and Crook of Devon	7	1.79	5
453	S02001679	City of Edinburgh	Corstorphine	10	1.78	5
454	S02001407	Dumfries and Galloway	Stranraer South	6	1.77	5
455	S02002509	West Lothian	Linlithgow North	6	1.77	5
456	S02001715	Falkirk	Falkirk - Town Centre and Callendar Park	6	1.74	5
457	S02001434	Dumfries and Galloway	Collin	7	1.73	5
458	S02001445	Dundee City	Westend	10	1.73	5
459	S02001452	Dundee City	Stobswell	10	1.73	5
460	S02001539	East Lothian	Pinkie Braes	4	1.71	5
461	S02001826	Fife	Cupar West and Springfield	7	1.71	5
462	S02002255	Renfrewshire	Renfrewshire Rural South and Howwood	7	1.69	5
463	S02001312	Aberdeenshire	Balmedie and Potterton	9	1.69	5
464	S02001780	Fife	Burntisland West	7	1.69	5
465	S02001609	City of Edinburgh	Blackford, West Mains and Mayfield Road	12	1.67	5
466	S02001716	Falkirk	Falkirk - Bantaskin	6	1.65	5
467	S02001948	Glasgow City	Maryhill West	5	1.64	5
468	S02001743	Fife	Crossford Charlestown and Limekilns	7	1.64	5
469	S02001940	Glasgow City	Keppochhill	8	1.64	5
470	S02001856	Glasgow City	Govan and Linthouse	10	1.63	5
471	S02002406	South Lanarkshire	Cambuslang Central	6	1.61	5
472	S02001949	Glasgow City	Wyndford	7	1.61	5
473	S02001542	East Lothian	Cockenzie	9	1.60	5
474	S02001476	East Ayrshire	Doon Valley South	5	1.60	5
475	S02001402	Clackmannanshire	Alloa South and East	7	1.58	5
476	S02001406	Dumfries and Galloway	Stranraer East	4	1.58	5
477	S02001350	Angus	Arbroath Landward	5	1.57	5
478	S02001667	City of Edinburgh	Boswall and Pilton	9	1.57	5
479	S02002453	Stirling	Bridge of Allan and University	11	1.56	5
480	S02001267	Aberdeen City	Woodside	6	1.56	5
481	S02001783	Fife	Kirkcaldy Linktown & Seafield	7	1.54	5
482	S02001318	Aberdeenshire	Fyvie-Rothie	6	1.52	5
483	S02001962	Glasgow City	Scotstoun North and East	7	1.52	5
484	S02001295	Aberdeenshire	Banchory-Devenick and Findon	9	1.52	5
485	S02002275	Renfrewshire	Paisley North East	9	1.51	5
486	S02001714	Falkirk	Falkirk - Middlefield	7	1.51	5
487	S02001396	Clackmannanshire	Alva	7	1.51	5
488	S02002082	Moray	Heldon West, Fogwatt to Inchberry	8	1.50	5
489	S02001435	Dumfries and Galloway	Lochmaben	5	1.50	5
490	S02002043	Inverclyde	Greenock West and Central	8	1.50	5
491	S02002254	Renfrewshire	Lochwinnoch	4	1.50	5
492	S02001928	Glasgow City	Alexandra Parade	4	1.47	5
493	S02001490	East Ayrshire	Newmilns	4	1.47	5
494	S02001236	Aberdeen City	Culter	7	1.47	5
495	S02001344	Angus	South Angus	8	1.46	5
496	S02001633	City of Edinburgh	Duddingston and Portobello South	6	1.46	5
497	S02002277	Renfrewshire	Paisley Gallowhill and Hillington	8	1.46	5
498	S02001389	Argyll and Bute	Helensburgh North	6	1.45	6
499	S02001799	Fife	Leslie and Newcastle	6	1.45	6
500	S02002504	West Lothian	Bathgate East	9	1.43	6
501	S02001734	Falkirk	Bo'ness - Douglas	6	1.43	6
502	S02001422	Dumfries and Galloway	Shawhead	5	1.42	6
503	S02002079	Moray	Buckie West and Mains of Buckie	7	1.42	6
504	S02002469	West Dunbartonshire	Bowling	6	1.41	6
505	S02002408	South Lanarkshire	Farme Cross and Gallowflat North	5	1.41	6
506	S02001879	Glasgow City	Carmunnock North	4	1.40	6
507	S02001319	Aberdeenshire	Insch, Oyne and Ythanwells	7	1.39	6
508	S02002350	South Ayrshire	Dundonald, Loans and Symington	9	1.39	6
509	S02001443	Dumfries and Galloway	Eastriggs	4	1.39	6
510	S02001963	Glasgow City	Scotstoun South and West	5	1.39	6
511	S02002271	Renfrewshire	Paisley South East	8	1.36	6
512	S02001296	Aberdeenshire	Dunecht, Durris and Drumoak	7	1.36	6
513	S02001567	East Renfrewshire	Busby	5	1.36	6
514	S02002492	West Lothian	Knightsridge and Deans North	5	1.36	6
515	S02002411	South Lanarkshire	Bankhead South	4	1.35	6
516	S02001254	Aberdeen City	Kincorth, Leggart and Nigg South	7	1.34	6
517	S02001664	City of Edinburgh	Blackhall	8	1.34	6
518	S02001880	Glasgow City	Carmunnock South	5	1.34	6
519	S02001502	East Ayrshire	Bonnyton and Town Centre	5	1.34	6
520	S02002037	Inverclyde	West Braeside, East Inverkip and West Gourock	4	1.34	6
521	S02002017	Highland	Dingwall	7	1.33	6
522	S02002279	Renfrewshire	Renfrew West	9	1.32	6
523	S02001362	Angus	Brechin West	5	1.32	6
524	S02001327	Aberdeenshire	Macduff	5	1.31	6
525	S02001888	Glasgow City	Toryglen and Oatlands	9	1.31	6
526	S02001666	City of Edinburgh	West Pilton	7	1.30	6
527	S02001424	Dumfries and Galloway	Summerville	6	1.30	6
528	S02001969	Glasgow City	Knightswood Park East	5	1.29	6
529	S02001686	City of Edinburgh	Queensferry West	5	1.29	6
530	S02002321	Scottish Borders	Selkirk	7	1.29	6
531	S02001276	Aberdeen City	Bucksburn South	6	1.29	6
532	S02001456	Dundee City	West Ferry	4	1.28	6
533	S02001967	Glasgow City	Knightswood East	5	1.27	6
534	S02001723	Falkirk	Braes Villages	6	1.26	6
535	S02001923	Glasgow City	Springburn East and Cowlairs	6	1.23	6
536	S02002086	Moray	New Elgin West	5	1.23	6
537	S02002042	Inverclyde	Gourock East, Greenock West and Lyle Road	6	1.23	6
538	S02002177	North Lanarkshire	Shawhead and Whifflet	4	1.22	6
539	S02002063	Midlothian	Eskbank	6	1.22	6
540	S02001509	East Dunbartonshire	Keystone and Dougalston	5	1.21	6
541	S02001444	Dumfries and Galloway	Gretna	5	1.21	6
542	S02002084	Moray	Elgin Cathedral to Ashgrove and Pinefield	5	1.20	6
543	S02001242	Aberdeen City	Braeside, Mannofield, Broomhill and Seafield North	6	1.19	6
544	S02002034	Inverclyde	Kilmacolm Central	3	1.19	6
545	S02001343	Aberdeenshire	Fraserburgh Harbour and Broadsea	4	1.19	6
546	S02001311	Aberdeenshire	Newmachar and Fintray	5	1.18	6
547	S02001454	Dundee City	Craigie and Craigiebank	5	1.18	6
548	S02001858	Glasgow City	Mosspark	6	1.18	6
549	S02001576	City of Edinburgh	Balerno and Bonnington Village	7	1.18	6
550	S02001767	Fife	Dalgety Bay East	3	1.18	6
551	S02002241	Perth and Kinross	Scone	6	1.18	6
552	S02001237	Aberdeen City	Cults, Bieldside and Milltimber West	6	1.17	6
553	S02002399	South Lanarkshire	Bothwell South	4	1.17	6
554	S02001765	Fife	Dalgety Bay West and Hillend	3	1.17	6
555	S02002294	Scottish Borders	Peebles South	5	1.17	6
556	S02001307	Aberdeenshire	Blackburn	4	1.17	6
557	S02002229	Perth and Kinross	Bridge of Earn and Abernethy	6	1.16	6
558	S02002409	South Lanarkshire	Shawfield and Clincarthill	4	1.15	6
559	S02001493	East Ayrshire	Shortlees	5	1.14	6
560	S02001257	Aberdeen City	Torry West	6	1.14	6
561	S02002434	South Lanarkshire	The Murray	4	1.13	6
562	S02001676	City of Edinburgh	East Craigs North	5	1.13	6
563	S02001277	Aberdeen City	Bucksburn North	6	1.13	6
564	S02001960	Glasgow City	Victoria Park	3	1.12	6
565	S02002415	South Lanarkshire	Fernhill and Cathkin	5	1.11	6
566	S02001535	East Lothian	Musselburgh South	5	1.11	6
567	S02001486	East Ayrshire	Northern and Irvine Valley Rural	7	1.11	6
568	S02001380	Argyll and Bute	Campbeltown	5	1.11	6
569	S02001607	City of Edinburgh	Liberton West and Braid Hills	4	1.10	6
570	S02001821	Fife	Kennoway and Bonnybank	6	1.10	6
571	S02001895	Glasgow City	Parkhead East and Braidfauld North	4	1.10	6
572	S02001843	Glasgow City	Darnley North	4	1.09	6
573	S02002111	North Ayrshire	Saltcoats Central	4	1.09	6
574	S02002210	North Lanarkshire	Kilsyth East and Croy	9	1.08	6
575	S02001398	Clackmannanshire	Tillicoultry	5	1.08	6
576	S02001538	East Lothian	Musselburgh East	5	1.07	6
577	S02002412	South Lanarkshire	Spittal	3	1.07	6
578	S02002282	Renfrewshire	Renfrew North	8	1.07	6
579	S02002506	West Lothian	Blackridge, Westfield and Torphichen	4	1.07	6
580	S02001518	East Dunbartonshire	Torrance and Balmore	3	1.06	6
581	S02001554	East Lothian	Dunbar West	6	1.06	6
582	S02001580	City of Edinburgh	Bonaly and The Pentlands	5	1.05	6
583	S02001897	Glasgow City	Shettleston South	4	1.05	6
584	S02002363	South Lanarkshire	Crossford, Braidwood and Yieldshields	3	1.05	6
585	S02001244	Aberdeen City	Summerhill	4	1.05	6
586	S02001964	Glasgow City	Yoker South	5	1.04	6
587	S02002291	Renfrewshire	Bridge of Weir	5	1.03	6
588	S02002356	South Lanarkshire	Carstairs, Carstairs Junction and Carnwath	5	1.03	6
589	S02001572	East Renfrewshire	Merrylee and Braidbar	5	1.03	6
590	S02001536	East Lothian	Musselburgh West	3	1.02	6
591	S02001739	Fife	Oakley Comrie and Blairhall	4	1.01	6
592	S02001238	Aberdeen City	Cults, Bieldside and Milltimber East	7	1.01	6
593	S02002230	Perth and Kinross	Moncrieffe and Friarton	4	1.01	6
594	S02001794	Fife	Kirkcaldy Pathhead	3	1.00	6
595	S02001330	Aberdeenshire	Deer and Mormond	5	0.99	6
596	S02002404	South Lanarkshire	Vicarland and Cairns	4	0.98	6
597	S02002113	North Ayrshire	Ardrossan North West	3	0.97	7
598	S02001669	City of Edinburgh	Granton and Royston Mains	4	0.97	7
599	S02001876	Glasgow City	Newlands	5	0.96	7
600	S02002514	West Lothian	Broxburn East	3	0.96	7
601	S02001269	Aberdeen City	Stockethill	5	0.96	7
602	S02001258	Aberdeen City	Torry East	4	0.96	7
603	S02002344	South Ayrshire	Newton North	4	0.96	7
604	S02002384	South Lanarkshire	Hamilton Centre and Low Parks	4	0.96	7
605	S02001304	Aberdeenshire	Inverurie South	5	0.96	7
606	S02001585	City of Edinburgh	Parkhead and Sighthill	3	0.96	7
607	S02001303	Aberdeenshire	Inverurie North	5	0.95	7
608	S02002091	Moray	Lossiemouth West	4	0.95	7
609	S02001943	Glasgow City	Milton West	4	0.95	7
610	S02002243	Perth and Kinross	Errol and Inchture	4	0.94	7
611	S02002286	Renfrewshire	Bishopton	4	0.93	7
612	S02001851	Glasgow City	Cardonald North	4	0.93	7
613	S02001305	Aberdeenshire	Durno-Chapel of Garioch	7	0.93	7
614	S02001795	Fife	Kirkcaldy Gallatown and Sinclairtown	4	0.93	7
615	S02001850	Glasgow City	Cardonald South and East	3	0.93	7
616	S02001266	Aberdeen City	Tillydrone	5	0.92	7
617	S02001918	Glasgow City	Robroyston and Millerston	6	0.92	7
618	S02002057	Midlothian	Roslin and Bilston	3	0.91	7
619	S02002472	West Dunbartonshire	Dalreoch	5	0.90	7
620	S02001896	Glasgow City	Braidfauld	6	0.90	7
621	S02002067	Midlothian	Pathhead and Rural East Midlothian	7	0.90	7
622	S02001672	City of Edinburgh	Silverknowes and Davidson's Mains	4	0.89	7
623	S02001404	Clackmannanshire	Alloa West	3	0.89	7
624	S02002256	Renfrewshire	Renfrewshire Rural North and Langbank	7	0.89	7
625	S02001431	Dumfries and Galloway	Nunholm	3	0.89	7
626	S02001968	Glasgow City	Knightswood Park West	3	0.89	7
627	S02001397	Clackmannanshire	Fishcross, Devon Village and Coalsnaughton	2	0.88	7
628	S02001475	Dundee City	Western Edge	4	0.88	7
629	S02001878	Glasgow City	Muirend and Old Cathcart	4	0.87	7
630	S02002433	South Lanarkshire	Westwood East	3	0.87	7
631	S02002461	West Dunbartonshire	Singer and Clydebank South	4	0.87	7
632	S02001469	Dundee City	Law	4	0.86	7
633	S02002471	West Dunbartonshire	Dumbarton	6	0.86	7
634	S02002168	North Lanarkshire	Birkenshaw	4	0.86	7
635	S02002494	West Lothian	Carmondean and Eliburn North	5	0.86	7
636	S02001358	Angus	Montrose North	4	0.86	7
637	S02001336	Aberdeenshire	Peterhead Harbour	5	0.85	7
638	S02002264	Renfrewshire	Paisley North West	3	0.84	7
639	S02001450	Dundee City	Hilltown	4	0.84	7
640	S02002056	Midlothian	Pentland	3	0.84	7
641	S02002064	Midlothian	Shawfair	4	0.83	7
642	S02001451	Dundee City	The Glens	4	0.83	7
643	S02001501	East Ayrshire	Altonhill South, Longpark and Hillhead	4	0.83	7
644	S02001751	Fife	Dunfermline Duloch North and Lynebank	5	0.81	7
645	S02001684	City of Edinburgh	Dalmeny, Kirkliston and Newbridge	7	0.81	7
646	S02001568	East Renfrewshire	Clarkston and Sheddens	5	0.81	7
647	S02002052	Midlothian	Penicuik Southeast	3	0.81	7
648	S02001758	Fife	Dunfermline Pitcorthie West	2	0.80	7
649	S02002460	West Dunbartonshire	Whitecrook	3	0.80	7
650	S02002220	Perth and Kinross	Kinross	4	0.80	7
651	S02001556	East Renfrewshire	West Neilston and Uplawmoor	5	0.79	7
652	S02001400	Clackmannanshire	Clackmannan, Kennet and Forestmill	4	0.79	7
653	S02001710	Falkirk	Carse and Grangemouth Old Town	4	0.79	7
654	S02001771	Fife	Cowdenbeath North	4	0.79	7
655	S02001682	City of Edinburgh	South Gyle	4	0.79	7
656	S02001354	Angus	Arbroath Cliffburn	4	0.79	7
657	S02001702	Falkirk	High Bonnybridge and Greenhill	3	0.79	7
658	S02002366	South Lanarkshire	Lanark South	3	0.78	7
659	S02001603	City of Edinburgh	Hyvots and Gilmerton	3	0.78	7
660	S02001898	Glasgow City	Carmyle and Mount Vernon South	2	0.77	7
661	S02001586	City of Edinburgh	Broomhouse and Bankhead	3	0.77	7
662	S02001762	Fife	Rosyth South	3	0.77	7
663	S02001283	Aberdeen City	Balgownie and Donmouth East	2	0.77	7
664	S02001279	Aberdeen City	Danestone	3	0.77	7
665	S02001391	Argyll and Bute	Helensburgh East	3	0.77	7
666	S02001597	City of Edinburgh	Oxgangs	2	0.76	7
667	S02001596	City of Edinburgh	Colinton Mains and Firrhill	3	0.76	7
668	S02001750	Fife	Dunfermline Bellyeoman and Townhill	4	0.76	7
669	S02001674	City of Edinburgh	Barnton, Cammo and Cramond South	3	0.75	7
670	S02001532	East Dunbartonshire	Milton of Campsie	3	0.75	7
671	S02001772	Fife	Kelty West	2	0.75	7
672	S02002387	South Lanarkshire	Woodhead and Meikle Earnock	2	0.74	7
673	S02002467	West Dunbartonshire	Dalmuir	4	0.74	7
674	S02002445	Stirling	Broomridge	4	0.74	7
675	S02002048	Inverclyde	Port Glasgow Upper, West and Central	4	0.74	7
676	S02002382	South Lanarkshire	Low Waters	2	0.73	7
677	S02001265	Aberdeen City	Old Aberdeen	3	0.73	7
678	S02002054	Midlothian	Penicuik East	2	0.73	7
679	S02001527	East Dunbartonshire	Kirkintilloch West	3	0.72	7
680	S02001754	Fife	Dunfermline Abbeyview South	2	0.71	7
681	S02001543	East Lothian	Tranent North	5	0.71	7
682	S02001604	City of Edinburgh	Fernieside and Moredun South	3	0.70	7
683	S02001595	City of Edinburgh	Greenbank and The Braids	3	0.69	7
684	S02002484	West Lothian	Mid Calder and Kirknewton	4	0.69	7
685	S02001323	Aberdeenshire	Turriff	3	0.69	7
686	S02001600	City of Edinburgh	Gilmerton South and the Murrays	3	0.68	7
687	S02002066	Midlothian	Dalkeith	2	0.68	7
688	S02001471	Dundee City	Menzieshill	3	0.68	7
689	S02001548	East Lothian	Haddington North	3	0.67	7
690	S02001627	City of Edinburgh	Craigmillar	4	0.67	7
691	S02001973	Glasgow City	Blairdardie West	2	0.67	7
692	S02001731	Falkirk	Grangemouth - Town Centre	2	0.67	7
693	S02001990	Highland	Inverness Smithton	2	0.67	7
694	S02001562	East Renfrewshire	Mearns Village, Westacres and Greenfarm	4	0.66	7
695	S02002511	West Lothian	Broxburn Kirkhill	3	0.66	7
696	S02002422	South Lanarkshire	East Mains	2	0.66	7
697	S02001847	Glasgow City	Crookston North	2	0.65	8
698	S02001316	Aberdeenshire	Ythsie	4	0.65	8
699	S02001630	City of Edinburgh	Jewel, Brunstane and Newcraighall	3	0.65	8
700	S02001712	Falkirk	Falkirk - Merchiston and New Carron Village	3	0.65	8
701	S02001606	City of Edinburgh	Liberton East	2	0.64	8
702	S02001583	City of Edinburgh	The Calders	3	0.64	8
703	S02001338	Aberdeenshire	Longside and Rattray	5	0.64	8
704	S02001504	East Ayrshire	Crosshouse, Gatehead and Kilmaurs Rural	3	0.64	8
705	S02001441	Dumfries and Galloway	Annan West	2	0.64	8
706	S02001453	Dundee City	Baxter Park	2	0.63	8
707	S02002451	Stirling	Cornton	2	0.63	8
708	S02002468	West Dunbartonshire	Kilpatrick	3	0.63	8
709	S02002416	South Lanarkshire	Nerston and EK Landward Area	5	0.63	8
710	S02001365	Angus	Forfar Central	3	0.63	8
711	S02001944	Glasgow City	Milton East	2	0.63	8
712	S02001496	East Ayrshire	Piersland	2	0.63	8
713	S02002108	North Ayrshire	Irvine Central	2	0.62	8
714	S02001508	East Dunbartonshire	Barloch	2	0.61	8
715	S02002194	North Lanarkshire	Stepps	2	0.61	8
716	S02001748	Fife	Dunfermline Brucefield	2	0.60	8
717	S02001347	Angus	Monifieth East	3	0.60	8
718	S02001816	Fife	Methil East	2	0.58	8
719	S02001573	East Renfrewshire	Lower Whitecraigs and South Giffnock	2	0.58	8
720	S02001507	East Dunbartonshire	East Clober and Mains Estate	2	0.58	8
721	S02001842	Glasgow City	Darnley East	3	0.58	8
722	S02001256	Aberdeen City	Cove North	2	0.58	8
723	S02001946	Glasgow City	Summerston North	2	0.58	8
724	S02002337	South Ayrshire	Belmont	3	0.57	8
725	S02001351	Angus	Arbroath Kirkton	3	0.57	8
726	S02002417	South Lanarkshire	Calderwood East	2	0.57	8
727	S02001853	Glasgow City	Penilee	3	0.57	8
728	S02002115	North Ayrshire	Saltcoats North West	2	0.57	8
729	S02001578	City of Edinburgh	Currie East	2	0.57	8
730	S02001677	City of Edinburgh	East Craigs South	3	0.57	8
731	S02002062	Midlothian	Newbattle and Dalhousie	5	0.56	8
732	S02002212	North Lanarkshire	Balmalloch	2	0.56	8
733	S02002265	Renfrewshire	Paisley West	3	0.56	8
734	S02001352	Angus	Arbroath Keptie	2	0.56	8
735	S02001485	East Ayrshire	Auchinleck	2	0.55	8
736	S02001757	Fife	Dunfermline Pitcorthie East	2	0.55	8
737	S02001972	Glasgow City	Blairdardie East	3	0.55	8
738	S02001498	East Ayrshire	Dean and New Farm Loch North	2	0.55	8
739	S02001807	Fife	Glenrothes Balgeddie and Town Park	2	0.55	8
740	S02001921	Glasgow City	Petershill	2	0.55	8
741	S02002045	Inverclyde	Greenock Upper Central	2	0.54	8
742	S02001529	East Dunbartonshire	Rosebank and Waterside	3	0.54	8
743	S02002397	South Lanarkshire	Burnbank South and Chantinghall	2	0.54	8
744	S02002155	North Lanarkshire	Motherwell South	2	0.54	8
745	S02002231	Perth and Kinross	Viewlands, Craigie and Wellshill	3	0.53	8
746	S02001309	Aberdeenshire	Westhill Central	2	0.53	8
747	S02001403	Clackmannanshire	Alloa North	3	0.53	8
748	S02001574	East Renfrewshire	North Giffnock and North Thornliebank	2	0.53	8
749	S02001916	Glasgow City	Riddrie and Hogganfield	3	0.53	8
750	S02002407	South Lanarkshire	Burgh, Eastfield and Silverbank	3	0.53	8
751	S02001310	Aberdeenshire	Garlogie and Elrick	2	0.52	8
752	S02002510	West Lothian	Winchburgh, Bridgend and Philpstoun	3	0.52	8
753	S02001521	East Dunbartonshire	Auchinairn	3	0.52	8
754	S02001470	Dundee City	Balgay	2	0.52	8
755	S02001499	East Ayrshire	Southcraig and Beansburn	3	0.52	8
756	S02001563	East Renfrewshire	Whitecraigs and Broom	2	0.51	8
757	S02001773	Fife	Kelty East	2	0.51	8
758	S02001727	Falkirk	Polmont	2	0.51	8
759	S02001284	Aberdeen City	Denmore	2	0.51	8
760	S02001602	City of Edinburgh	Gracemount, Southhouse and Burdiehouse	3	0.50	8
761	S02001884	Glasgow City	Kingspark South	2	0.50	8
762	S02001809	Fife	Glenrothes Cadham and Pitcoudie	1	0.50	8
763	S02002085	Moray	New Elgin East	2	0.50	8
764	S02002398	South Lanarkshire	Whitehill	2	0.50	8
765	S02001700	Falkirk	Banknock, Haggs and Longcroft	2	0.49	8
766	S02001575	East Renfrewshire	South Thornliebank and Woodfarm	2	0.49	8
767	S02001885	Glasgow City	Kingspark North	2	0.49	8
768	S02002070	Midlothian	Newtongrange	2	0.49	8
769	S02002390	South Lanarkshire	Hillhouse	2	0.49	8
770	S02001487	East Ayrshire	Stewarton East	2	0.49	8
771	S02002432	South Lanarkshire	Westwood South	2	0.49	8
772	S02001902	Glasgow City	Garrowhill West	2	0.49	8
773	S02001942	Glasgow City	Possil Park	3	0.48	8
774	S02001732	Falkirk	Grangemouth - Kersiebank	2	0.48	8
775	S02002171	North Lanarkshire	Dundyvan	3	0.48	8
776	S02002103	North Ayrshire	Irvine Girdle Toll and Staneca	2	0.48	8
777	S02001675	City of Edinburgh	Clermiston and Drumbrae	3	0.48	8
778	S02001848	Glasgow City	Pollok South and West	3	0.47	8
779	S02001520	East Dunbartonshire	Bishopbriggs West and Cadder	3	0.47	8
780	S02002368	South Lanarkshire	Douglas, Coalburn and Rigside	2	0.47	8
781	S02002147	North Lanarkshire	Shotts	2	0.46	8
782	S02001579	City of Edinburgh	Baberton and Juniper Green	2	0.46	8
783	S02002414	South Lanarkshire	Burnside and Springhall	2	0.46	8
784	S02002102	North Ayrshire	Irvine Bourtreehill	1	0.45	8
785	S02001455	Dundee City	Douglas West	2	0.45	8
786	S02001930	Glasgow City	Dennistoun	2	0.45	8
787	S02002202	North Lanarkshire	Cumbernauld Central	2	0.44	8
788	S02001588	City of Edinburgh	Longstone and Saughton	2	0.44	8
789	S02002041	Inverclyde	Lower Bow and Larkfield, Fancy Farm, Mallard Bowl	2	0.44	8
790	S02001730	Falkirk	Grangemouth - Newlands	2	0.43	8
791	S02001571	East Renfrewshire	Netherlee	2	0.43	8
792	S02001905	Glasgow City	Central Easterhouse	1	0.43	8
793	S02001746	Fife	Dunfermline Headwell	2	0.43	8
794	S02002276	Renfrewshire	Paisley Ralston	2	0.43	8
795	S02001703	Falkirk	Larbert - North Broomage and Inches	3	0.42	9
796	S02001906	Glasgow City	Garthamlock, Auchinlea and Gartloch	2	0.42	9
797	S02002046	Inverclyde	Greenock Town Centre and East Central	2	0.42	9
798	S02002300	Scottish Borders	Langlee	1	0.41	9
799	S02001665	City of Edinburgh	Drylaw	2	0.41	9
800	S02002470	West Dunbartonshire	Dumbarton east	2	0.41	9
801	S02002284	Renfrewshire	Erskine Central	2	0.41	9
802	S02002161	North Lanarkshire	Milnwood	2	0.41	9
803	S02001601	City of Edinburgh	Mortonhall and Anwickhill	1	0.40	9
804	S02001883	Glasgow City	Castlemilk	2	0.40	9
805	S02002479	West Lothian	Breich Valley	2	0.40	9
806	S02001697	Falkirk	Fankerton, Stoneywood and Denny Town	2	0.40	9
807	S02001488	East Ayrshire	Stewarton West	1	0.40	9
808	S02001308	Aberdeenshire	Westhill North and South	2	0.39	9
809	S02001598	City of Edinburgh	Comiston and Swanston	2	0.39	9
810	S02002262	Renfrewshire	Elderslie and Phoenix	2	0.39	9
811	S02001331	Aberdeenshire	Mintlaw	1	0.39	9
812	S02001909	Glasgow City	Greenfield	2	0.39	9
813	S02001482	East Ayrshire	New Cumnock	1	0.39	9
814	S02001608	City of Edinburgh	The Inch	2	0.39	9
815	S02002095	Moray	Forres South West and Mannachie	2	0.38	9
816	S02002424	South Lanarkshire	Stewartfield East	1	0.38	9
817	S02001505	East Ayrshire	Kilmaurs	1	0.38	9
818	S02002428	South Lanarkshire	Mossneuk and Newlandsmuir	1	0.38	9
819	S02001819	Fife	Leven North	1	0.38	9
820	S02001708	Falkirk	Carron	1	0.38	9
821	S02001810	Fife	Glenrothes Balfarg Pitcairn and Coul	1	0.37	9
822	S02001506	East Dunbartonshire	West Clober and Mains Estate	1	0.37	9
823	S02002283	Renfrewshire	Erskine East and Inchinnan	2	0.37	9
824	S02001719	Falkirk	Falkirk - Tamfourhill	1	0.37	9
825	S02001792	Fife	Kirkcaldy Chapel	2	0.37	9
826	S02001429	Dumfries and Galloway	Georgetown	1	0.37	9
827	S02001428	Dumfries and Galloway	Calside	1	0.37	9
828	S02001718	Falkirk	Falkirk - Camelon West	1	0.37	9
829	S02002061	Midlothian	Bonnyrigg North	2	0.36	9
830	S02001442	Dumfries and Galloway	Annan East	2	0.36	9
831	S02002383	South Lanarkshire	Silvertonhill	1	0.36	9
832	S02001540	East Lothian	Prestonpans West	2	0.36	9
833	S02002512	West Lothian	Uphall, Dechmont and Ecclesmachan	2	0.36	9
834	S02001495	East Ayrshire	Kilmarnock South Central and Caprington	1	0.36	9
835	S02001395	Clackmannanshire	Menstrie	1	0.35	9
836	S02001530	East Dunbartonshire	Twechar and Harestanes East	1	0.35	9
837	S02001742	Fife	Cairneyhill and Crombie	1	0.35	9
838	S02002098	North Ayrshire	Springside and Rural	1	0.35	9
839	S02002394	South Lanarkshire	Blantytre North and Coatshill	1	0.35	9
840	S02001786	Fife	Kirkcaldy Bennochy West	1	0.35	9
841	S02001243	Aberdeen City	Hazlehead	2	0.34	9
842	S02001965	Glasgow City	Yoker North	1	0.34	9
843	S02001849	Glasgow City	Pollok North and East	2	0.34	9
844	S02001788	Fife	Kirkcaldy Newliston and Redcraigs	1	0.34	9
845	S02001432	Dumfries and Galloway	Locharbriggs	1	0.34	9
846	S02001775	Fife	Ballingry	1	0.34	9
847	S02001785	Fife	Kirkcaldy Bennochy East	1	0.34	9
848	S02001749	Fife	Dunfermline Garvock Hill	1	0.33	9
849	S02002431	South Lanarkshire	Greenhills	1	0.33	9
850	S02001545	East Lothian	Ormiston	1	0.33	9
851	S02002497	West Lothian	Blaeberry Hill and East Whitburn	2	0.33	9
852	S02002191	North Lanarkshire	Glenmavis and Greengairs	2	0.33	9
853	S02001789	Fife	Kirkcaldy Templehall West	1	0.33	9
854	S02001699	Falkirk	Head of Muir and Dennyloanhead	1	0.33	9
855	S02001760	Fife	Rosyth East	1	0.33	9
856	S02001770	Fife	Cowdenbeath South	1	0.33	9
857	S02001462	Dundee City	Whitfield	2	0.33	9
858	S02002089	Moray	Elgin Bishopmill West and Newfield	1	0.32	9
859	S02002348	South Ayrshire	Prestwick Airport and Monkton	1	0.32	9
860	S02001738	Fife	Kincardine	1	0.32	9
861	S02002035	Inverclyde	Kilmacolm, Quarriers, Greenock Upper East/Central	1	0.32	9
862	S02001778	Fife	Lochgelly West and Lumphinnans	1	0.32	9
863	S02002330	South Ayrshire	Girvan Glendoune	1	0.31	9
864	S02001461	Dundee City	West Pitkerro	2	0.31	9
865	S02001569	East Renfrewshire	Williamwood	1	0.31	9
866	S02001463	Dundee City	Fintry	2	0.31	9
867	S02002310	Scottish Borders	Kelso North	1	0.31	9
868	S02001845	Glasgow City	Nitshill	2	0.31	9
869	S02002318	Scottish Borders	Hawick West End	1	0.31	9
870	S02001803	Fife	Glenrothes Auchmuty	1	0.31	9
871	S02002401	South Lanarkshire	Uddingston and Gardenside	2	0.30	9
872	S02001812	Fife	Windygates and Coaltown	1	0.30	9
873	S02002201	North Lanarkshire	Seafar	1	0.30	9
874	S02002290	Renfrewshire	Houston North	1	0.30	9
875	S02002299	Scottish Borders	Galashiels South	1	0.30	9
876	S02002410	South Lanarkshire	Burnhill and Bankhead North	1	0.30	9
877	S02001804	Fife	Glenrothes Stenton and Finglassie	1	0.30	9
878	S02001729	Falkirk	Laurieston and Westquarter	1	0.30	9
879	S02001904	Glasgow City	Easterhouse East	1	0.30	9
880	S02002443	Stirling	Bannockburn	1	0.30	9
881	S02001947	Glasgow City	Maryhill East	1	0.29	9
882	S02001913	Glasgow City	Carntyne	1	0.29	9
883	S02002444	Stirling	Hillpark	1	0.29	9
884	S02001361	Angus	Brechin East	1	0.29	9
885	S02001564	East Renfrewshire	Mearnskirk and South Kirkhill	2	0.29	9
886	S02001919	Glasgow City	Balornock	1	0.29	9
887	S02001761	Fife	Rosyth Central	1	0.29	9
888	S02001976	Glasgow City	Drumry East	1	0.29	9
889	S02002306	Scottish Borders	Eyemouth	1	0.29	9
890	S02001534	East Lothian	Wallyford/Whitecraig	2	0.28	10
891	S02001629	City of Edinburgh	Bingham, Magdalene and The Christians	1	0.28	10
892	S02002270	Renfrewshire	Paisley South	1	0.28	10
893	S02002240	Perth and Kinross	Gannochy and Walnut Grove	1	0.28	10
894	S02002381	South Lanarkshire	Eddlewood	1	0.28	10
895	S02001515	East Dunbartonshire	Westerton East	1	0.28	10
896	S02002358	South Lanarkshire	Law	1	0.28	10
897	S02002385	South Lanarkshire	Laighstonehall	1	0.28	10
898	S02001846	Glasgow City	Crookston South	1	0.28	10
899	S02001582	City of Edinburgh	Clovenstone and Wester Hailes	1	0.28	10
900	S02001899	Glasgow City	Mount Vernon North and Sandyhills	1	0.28	10
901	S02001733	Falkirk	Grangemouth - Bowhouse	1	0.28	10
902	S02002204	North Lanarkshire	Abronhill South	1	0.27	10
903	S02002369	South Lanarkshire	Lesmahagow	1	0.27	10
904	S02001468	Dundee City	Fairmuir	1	0.27	10
905	S02002334	South Ayrshire	Coylton	1	0.27	10
906	S02001793	Fife	Kirkcaldy Hayfield and Smeaton	1	0.27	10
907	S02002391	South Lanarkshire	High Blantyre	1	0.27	10
908	S02002413	South Lanarkshire	High Crosshill	1	0.27	10
909	S02002200	North Lanarkshire	Greenfaulds	1	0.27	10
910	S02002206	North Lanarkshire	Village and Castlecary	1	0.27	10
911	S02002146	North Lanarkshire	Allanton - Newmains Rural	1	0.26	10
912	S02002132	North Ayrshire	Kilbirnie South and Longbar	1	0.26	10
913	S02001489	East Ayrshire	Darvel	1	0.26	10
914	S02002379	South Lanarkshire	Chapelton, Glengavel and Sandford	1	0.26	10
915	S02002175	North Lanarkshire	Sunnyside and Cliftonville	1	0.26	10
916	S02001678	City of Edinburgh	Corstorphine North	1	0.26	10
917	S02001484	East Ayrshire	Cumnock North	1	0.26	10
918	S02002287	Renfrewshire	Linwood South	1	0.25	10
919	S02002367	South Lanarkshire	Hazelbank and Kirkfieldbank	1	0.25	10
920	S02002389	South Lanarkshire	Earnock	1	0.25	10
921	S02001340	Aberdeenshire	Fraserburgh Smiddyhill	1	0.25	10
922	S02002346	South Ayrshire	Prestwick West	1	0.25	10
923	S02001253	Aberdeen City	Kincorth, Leggart and Nigg North	1	0.25	10
924	S02001241	Aberdeen City	Braeside, Mannofield, Broomhill and Seafield South	1	0.25	10
925	S02002425	South Lanarkshire	Stewartfield West	1	0.25	10
926	S02002503	West Lothian	Bathgate and Boghall	1	0.24	10
927	S02002343	South Ayrshire	Lochside, Braehead and Whitletts	1	0.24	10
928	S02001911	Glasgow City	Tollcross	1	0.24	10
929	S02001513	East Dunbartonshire	South Castlehill and Thorn	1	0.24	10
930	S02001560	East Renfrewshire	Auchenback	1	0.24	10
931	S02001477	East Ayrshire	Doon Valley North	1	0.24	10
932	S02001297	Aberdeenshire	Banchory East	1	0.24	10
933	S02001874	Glasgow City	Carnwadric West	1	0.24	10
934	S02001466	Dundee City	Kirkton	1	0.24	10
935	S02001523	East Dunbartonshire	Woodhill West	1	0.24	10
936	S02002402	South Lanarkshire	Halfway, Hallside and Drumsagard	2	0.24	10
937	S02002205	North Lanarkshire	Abronhill North	1	0.24	10
938	S02002419	South Lanarkshire	Calderwood West and Nerston	1	0.24	10
939	S02002421	South Lanarkshire	St Leonards South	1	0.23	10
940	S02001334	Aberdeenshire	Peterhead Links	1	0.23	10
941	S02002466	West Dunbartonshire	Duntocher	1	0.23	10
942	S02001364	Angus	Forfar East	1	0.23	10
943	S02002345	South Ayrshire	Heathfield	1	0.23	10
944	S02001917	Glasgow City	Blackhill and Barmulloch East	1	0.22	10
945	S02002405	South Lanarkshire	Whitlawburn and Greenlees	1	0.22	10
946	S02001355	Angus	Arbroath Warddykes	1	0.22	10
947	S02002288	Renfrewshire	Linwood North	1	0.22	10
948	S02002267	Renfrewshire	Paisley South West	1	0.22	10
949	S02001681	City of Edinburgh	Corstorphine South	1	0.22	10
950	S02002463	West Dunbartonshire	Clydebank	1	0.22	10
951	S02001922	Glasgow City	Springburn	1	0.22	10
952	S02001581	City of Edinburgh	Colinton and Kingsknowe	1	0.22	10
953	S02001813	Fife	Buckhaven, Denbeath and Muiredge	1	0.22	10
954	S02002069	Midlothian	Mayfield	1	0.22	10
955	S02001945	Glasgow City	Summerston Central and West	1	0.22	10
956	S02002266	Renfrewshire	Paisley Foxbar	1	0.21	10
957	S02002141	North Lanarkshire	Wishaw South	1	0.21	10
958	S02001628	City of Edinburgh	Niddrie	1	0.21	10
959	S02001467	Dundee City	Downfield	1	0.21	10
960	S02001533	East Dunbartonshire	Lennoxtown	1	0.21	10
961	S02001281	Aberdeen City	Oldmachar East	1	0.21	10
962	S02002280	Renfrewshire	Renfrew South	1	0.20	10
963	S02002166	North Lanarkshire	Fallside	1	0.20	10
964	S02001881	Glasgow City	Glenwood South	1	0.20	10
965	S02001274	Aberdeen City	Heathryfold and Middlefield	1	0.20	10
966	S02001565	East Renfrewshire	Eaglesham and Waterfoot	1	0.20	10
967	S02001724	Falkirk	Reddingmuirhead and Overton	1	0.20	10
968	S02001852	Glasgow City	Cardonald West and Central	1	0.20	10
969	S02002116	North Ayrshire	Saltcoats North East	1	0.20	10
970	S02002351	South Ayrshire	Muirhead	1	0.20	10
971	S02002338	South Ayrshire	Holmston and Forehill	1	0.20	10
972	S02002489	West Lothian	Livingston Village and Eliburn South	1	0.19	10
973	S02002429	South Lanarkshire	Crosshouse and Lindsayfield	1	0.19	10
974	S02001394	Clackmannanshire	Tullibody North and Glenochil	1	0.19	10
975	S02002160	North Lanarkshire	Holytown	1	0.19	10
976	S02002281	Renfrewshire	Renfrew East	1	0.19	10
977	S02002347	South Ayrshire	Prestwick East	1	0.19	10
978	S02001278	Aberdeen City	Dyce	1	0.19	10
979	S02001915	Glasgow City	Craigend and Ruchazie	1	0.18	10
980	S02001473	Dundee City	Lochee	1	0.18	10
981	S02001492	East Ayrshire	Earlston and Hurlford Rural	1	0.18	10
982	S02002483	West Lothian	Dedridge East	1	0.18	10
983	S02002285	Renfrewshire	Erskine West	1	0.18	10
984	S02001599	City of Edinburgh	Fairmilehead	1	0.17	10
985	S02001306	Aberdeenshire	Kintore	1	0.17	10
986	S02001544	East Lothian	Tranent South	1	0.17	10
987	S02002149	North Lanarkshire	Harthill and Salsburgh	1	0.17	10
988	S02001275	Aberdeen City	Kingswells	1	0.16	10
989	S02001926	Glasgow City	Roystonhill, Blochairn, and Provanmill	1	0.16	10
990	S02001671	City of Edinburgh	Muirhouse	1	0.16	10
991	S02001558	East Renfrewshire	Dunterlie, East Arthurlie and Dovecothall	1	0.16	10
992	S02001503	East Ayrshire	Grange, Howard and Gargieston	1	0.16	10
993	S02002047	Inverclyde	Greenock East	1	0.15	10
994	S02002485	West Lothian	East Calder	1	0.15	10
995	S02002502	West Lothian	Bathgate, Wester Inch and Inchcross	1	0.14	10
996	S02001561	East Renfrewshire	Crookfur and Fruin	1	0.12	10

 

Comparison Airbnb Short Term Lets to 2021 Figures

The 20,790 STLs found in the in 2022 survey of Airbnb short term lets in Scotland represents an increased of 3,230 over those found in 2021 (17,56).  This increase may be a result of existing STLs being re-advertised following the lifting of Covid-19 travel restrictions or general growth in STLs, or may be indicative of the general growth of properties available as STLs on Airbnb.  Future surveys will be required to show if the numbers are continuing to rise.

Comparison of Airbnb Short Term Lets with Long Term Rental Market

In order to estimate the impact of STLs on the housing market the number of long term rental properties for each Local Authority were determined by counting the number of properties for rent on Rightmove’s website (date of analysis 01 June 2022).  Rightmove was used to determine the number of rental properties available because of its widespread use to advertise rental properties.  There may be local variation in the degree to which Rightmove is used to advertise homes for rent in particular areas although.  In particular it is does not show any properties for rent in Shetland, Orkney and the Western Isles which may be a result of properties being rented by word of mouth in island communities or a total lack of available rental properties. The results are shown in Table 4.

In Scotland the total number of rental properties available is 24,273  (Rightmove 3,696) plus holiday lets (Airbnb 20,577).   Of these only 15.2% are available for long term rent.  There is considerable variation across Local Authorities.

Rental numbers are especially low in the following LAs with LT Rental : STL ratios of less than 4%

• Highland,
• Argyll and Bute,
• Moray,
• Dumfries and Galloway,
• East Lothian,
• Scottish Borders,
• Perth and Kinross,
• Fife

LT Rental : STL ratios around 10% in:

• South Ayrshire,
• Midlothian,
• North Ayrshire

These low ratios may be indicative of a scarcity of properties available for rental in these areas which also tend to be Local Authorities where the incidence of STLs per 1000 population is high.   Rentals have higher availability in cities and areas with lower density Airbnb lets.

Table 4, Number of properties available for long term rent (Rent), as airbnb holiday lets (Airbnb) and the percentage available for long term rent (%LT_Rent)

 

 

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Methods

Airbnb is fairly secretive about its business and does not provide open access to its listings database for research purposes. Therefore the only way to obtain complete listings data is the use website scraping techniques to visit the site and harvest the links to each individual listing.  Each listing has to be visited to obtain information about the property which can then be analysed and categorised.

Data Acquisition

1. Overlapping squares with latitude/longitude coordinates covering the whole of Scotland were generated using Python.
2. These were used as search area boundaries and Python web-scraping techniques used to request summary details of available properties within each grid. Urls specific to each property were collected for subsequent processing.  In Airbnb hot-spots the squares had to be split into smaller units in order to obtain all the possible listings for the area.
3. Once urls for each listing were collected each one (all 32,279  of them) was visited and full details of the listing offer collected.  Note that a small number of these will belong the properties along the border between England where squares overlapped the border. Latitude and longitude data was also obtained (note that Airbnb mask the true location of some properties by up to 200m by adjusting the coordinates provided.
4. Once details for each property were collected data cleaning and categorising was performed in order to classify listing as belonging to former homes (flats, houses) or holiday properties (cabins, caravans,  rooms in hotels, guest houses, b&b establishments, spare rooms in homes).
5. Once coordinates were obtained geo-mapping techniques using reverse lookup and the Nominatum database provided additional information such as postcode, and address information used in the subsequent geographical analysis.

Limitations

Airbnb may mask the exact location by adjusting the latitude and longitude by up to 200m (it is claimed by others).  This displacement means that mapping to individual postcodes may be subject to errors.

Scottish government census data is analysed by zones of increasing size (census output areas, Datazones, Intermediate Zones).  For the purpose of evaluating the impact of STLs on areas Intermediate Zones (IZ) were selected.  There are 1,279 IZs covering Scotland with an average population of 4,200 (Max popn: 10651, Min popn: 931).  Using these larger areas which contain on average 170 postcode areas will minimise the impact of the displacement of Lat Lon cordinates by Airbnb.

References

Shapefiles for Intermediate Zone Maps
https://data.gov.uk/dataset/133d4983-c57d-4ded-bc59-390c962ea280/intermediate-zone-boundaries-2011
Copyright Scottish Government, also contains Ordnance Survey data © Crown copyright and database rights (2021)
Also contains population data.

OpenStreetMap (OSM)
Background map of Scotland
Nominatim uses OSMs database to provide address information (inc. postcodes) using reverse lookup of Lat Lon coordinates

Data for Calculations
https://www.wikiwand.com/en/List_of_islands_of_the_British_Isles
https://en.wikipedia.org/wiki/Subdivisions_of_Scotland

 

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