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added quite note re parallel()

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Jeremy Kidwell 2019-03-14 19:07:50 +00:00
parent a6f95cc20a 98ef3822bc
commit a99b361523
9 changed files with 1248 additions and 2 deletions
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<HTML xmlns:gmd="http://www.isotc211.org/2005/gmd" xmlns:gco="http://www.isotc211.org/2005/gco" xmlns:gml="http://www.opengis.net/gml">
<HEAD>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8"><script type="text/javascript" src="/jslibs/jquery/jquery.min.js"></script><script type="text/javascript" src="/metadata/resources/pagescript.js"></script><LINK rel="stylesheet" type="text/css" media="screen" href="/metadata/resources/iso19139-screen.css">
<LINK rel="stylesheet" type="text/css" media="print" href="/metadata/resources/iso19139-print.css">
</HEAD>
<BODY>
<div id="mainBox" style="margin-bottom:30px;">
<div id="mainheader">
<TABLE class="header">
<TR ALIGN="left" VALIGN="top">
<TD class="noprint" width="290"><IMG SRC="/metadata/resources/logo.png" style="width:270px;padding:10px;"></TD>
<TD WIDTH="100%" ROWSPAN="2">
<H1>Wild land areas 2014</H1>
<P><B>Responsible organisation: </B>Scottish Natural Heritage
</P>
<P><B>Metadata last updated: </B>2014-06-20
</P>
</TD>
</TR>
<TR class="noprint">
<TD class="smalltext" valign="bottom" align="left">Internal stylesheet for geo.View<br>To export please <A href="#" onClick="top.print()">print to PDF</A></TD>
</TR>
</TABLE>
</div>
<div id="dataIdSection">
<H2 class="desc-background">Data Description (What?)</H2>
<H3>Alternate titles</H3>
<p>Wild_land_areas_v4</p>
<p>Dataset name: GIS_SNH_OWNER.WLA_2014</p>
<H3>Reference date(s)</H3>
<p> 2014-03-31
- creation
</p>
<H3>Abstract</H3>
<div><DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN>The data contains boundaries of Wild Land Areas in Scotland as determined by their level of naturalness, remoteness, ruggedness and lack of built modern artefacts. Boundaries should be considered as ‘fuzzy’ rather than definitive to reflect the transitional nature of wild land. It is an updateand replacementto the previously published Core Areas of Wild Land(CAWL)produced in 2013. Note that the areas have been renumbered sequentially and differ from those on the CAWL map.</SPAN><SPAN>For more information </SPAN><SPAN>visit</SPAN><SPAN>https://www.nature.scot/professional-advice/landscape-change/landscape-policy-and-guidance/landscape-policy-wild-land</SPAN></P></DIV></DIV></DIV></div>
<P class="noprint" align="right"><A HREF="#Top">Back to Top</A></P>
<H2 class="cont-background">Contact information (Who?)</H2>
<DIV class="contactInfo">
<TABLE>
<TR>
<TD valign="top" width="180" nowrap><B>Role: </B> pointOfContact
</TD>
<TD style="font-weight:bold;">
<LI><SPAN class="thin">Individual's name </SPAN>Catherine Harry
</LI>
<LI><SPAN class="thin">Contact's position </SPAN>Policy & Advice Officer / Landscape Adviser
</LI>
<LI><SPAN class="thin">Organization </SPAN>Scottish Natural Heritage
</LI>
<TABLE border="0" cellspacing="0" cellpadding="0">
<TR>
<TD width="150">Telephone</TD>
<TD>+44 01463 725098</TD>
</TR>
<TR>
<TD width="150">E-mail address</TD>
<TD><a href="mailto:catherine.harry@nature.scot">catherine.harry@nature.scot</a></TD>
</TR>
<TR>
<TD width="150">Delivery point</TD>
<TD>Great Glen House, Leachkin Road</TD>
</TR>
<TR>
<TD width="150">City</TD>
<TD>Inverness</TD>
</TR>
<TR>
<TD width="150">Postal code</TD>
<TD>IV3 8NW</TD>
</TR>
<TR>
<TD width="150">Country</TD>
<TD>United Kingdom</TD>
</TR><BR></TABLE>
</TD>
</TR>
</TABLE>
</DIV>
<HR>
<DIV class="contactInfo">
<TABLE>
<TR>
<TD valign="top" width="180" nowrap><B>Role: </B> custodian
</TD>
<TD style="font-weight:bold;">
<LI><SPAN class="thin">Individual's name </SPAN>Simon Brooks
</LI>
<LI><SPAN class="thin">Contact's position </SPAN>Policy & Advice Manager - Landscape
</LI>
<LI><SPAN class="thin">Organization </SPAN>Scottish Natural Heritage
</LI>
<TABLE border="0" cellspacing="0" cellpadding="0">
<TR>
<TD width="150">Telephone</TD>
<TD>+44 01463 725000</TD>
</TR>
<TR>
<TD width="150">E-mail address</TD>
<TD><a href="mailto:simon.brooks@nature.scot">simon.brooks@nature.scot</a></TD>
</TR>
<TR>
<TD width="150">Delivery point</TD>
<TD>Great Glen House, Leachkin Road</TD>
</TR>
<TR>
<TD width="150">City</TD>
<TD>Inverness</TD>
</TR>
<TR>
<TD width="150">Postal code</TD>
<TD>IV3 8NW</TD>
</TR>
<TR>
<TD width="150">Country</TD>
<TD>United Kingdom</TD>
</TR><BR></TABLE>
</TD>
</TR>
</TABLE>
</DIV>
<HR>
<DIV class="contactInfo">
<TABLE>
<TR>
<TD valign="top" width="180" nowrap><B>Role: </B> originator
</TD>
<TD style="font-weight:bold;">
<LI><SPAN class="thin">Individual's name </SPAN>Duncan Blake
</LI>
<LI><SPAN class="thin">Contact's position </SPAN>GI Analyst
</LI>
<LI><SPAN class="thin">Organization </SPAN>Scottish Natural Heritage
</LI>
<TABLE border="0" cellspacing="0" cellpadding="0">
<TR>
<TD width="150">Telephone</TD>
<TD>+44 01224 266502</TD>
</TR>
<TR>
<TD width="150">E-mail address</TD>
<TD><a href="mailto:duncan.blake@nature.scot">duncan.blake@nature.scot</a></TD>
</TR>
<TR>
<TD width="150">Delivery point</TD>
<TD>Inverdee House, Baxter Street, Torry</TD>
</TR>
<TR>
<TD width="150">City</TD>
<TD>Aberdeen</TD>
</TR>
<TR>
<TD width="150">Postal code</TD>
<TD>AB11 9QA</TD>
</TR>
<TR>
<TD width="150">Country</TD>
<TD>United Kingdom</TD>
</TR><BR></TABLE>
</TD>
</TR>
</TABLE>
</DIV>
<DIV class="contactInfo">
<TABLE>
<TR>
<TD valign="top" width="180" nowrap><B>Role: </B> pointOfContact
</TD>
<TD style="font-weight:bold;">
<LI><SPAN class="thin">Individual's name </SPAN>Geographic Information Group
</LI>
<LI><SPAN class="thin">Contact's position </SPAN>Data Supply
</LI>
<LI><SPAN class="thin">Organization </SPAN>Scottish Natural Heritage
</LI>
<TABLE border="0" cellspacing="0" cellpadding="0">
<TR>
<TD width="150">Telephone</TD>
<TD>01463 725000</TD>
</TR>
<TR>
<TD width="150">E-mail address</TD>
<TD><a href="mailto:data_supply@nature.scot">data_supply@nature.scot</a></TD>
</TR>
<TR>
<TD width="150">Delivery point</TD>
<TD>Great Glen House</TD>
</TR>
<TR>
<TD width="150">City</TD>
<TD>Inverness</TD>
</TR>
<TR>
<TD width="150">Postal code</TD>
<TD>IV3 8NW</TD>
</TR><BR></TABLE>
</TD>
</TR>
</TABLE>
</DIV>
<h3>Metadata contact(s)</h3>
<DIV class="contactInfo">
<TABLE>
<TR>
<TD valign="top" width="180" nowrap><B>Role: </B> distributor
</TD>
<TD style="font-weight:bold;">
<LI><SPAN class="thin">Individual's name </SPAN>Geographic Information Group
</LI>
<LI><SPAN class="thin">Contact's position </SPAN>Data Supply
</LI>
<LI><SPAN class="thin">Organization </SPAN>Scottish Natural Heritage
</LI>
<TABLE border="0" cellspacing="0" cellpadding="0">
<TR>
<TD width="150">Telephone</TD>
<TD>01463 725000</TD>
</TR>
<TR>
<TD width="150">E-mail address</TD>
<TD><a href="mailto:data_supply@nature.scot">data_supply@nature.scot</a></TD>
</TR>
<TR>
<TD width="150">Delivery point</TD>
<TD>Great Glen House</TD>
</TR>
<TR>
<TD width="150">City</TD>
<TD>Inverness</TD>
</TR>
<TR>
<TD width="150">Postal code</TD>
<TD>IV3 8NW</TD>
</TR><BR></TABLE>
</TD>
</TR>
</TABLE>
</DIV>
<P class="noprint" align="right"><A HREF="#Top">Back to Top</A></P>
<H2 class="cont-background">Keywords, categories, classification</H2>
<H3>Topic category</H3>
<UL>
<LI>environment</LI>
</UL>
<H3>Place keywords </H3>
<LI>GB-SCT</LI>
<H3>Theme keywords </H3>
<LI>Environmental protection</LI>
<LI>Downloadable Data</LI>
<P class="noprint" align="right"><A HREF="#Top">Back to Top</A></P>
<H2 class="cont-background">Dataset background, process history</H2>
<H3>Lineage, dataset history </H3>
<div class="wrapme">The data from the relative wildness map (Phase I) was split into eight wildness classes based on Jenks Natural Breaks Optimisation method. In Phase II extensive areas of the two highest classes were selected (using a guideline of >650 ha) which with their adjacent areas of high wildness suggested the largest and most wild areas. Phase III selected and defined Wild Land Areas, with boundaries drawn applying informed judgements to confirm the selection of areas following a set of guidelines. This phase allowed for the consideration of wind farm development consented or built since the wildness mapping (Phase I) was produced. Note the coastal boundaries have been cut to follow the OS BoundaryLine MHWS line. In places such as Rum and the Garvellachs this coastline was of insufficient quality so OS VectorMap District was used instead. For more detailed information visit https://www.nature.scot/professional-advice/landscape-change/landscape-policy-and-guidance/landscape-policy-wild-land</div>
<P class="noprint" align="right"><A HREF="#Top">Back to Top</A></P>
<H2 class="legl-background">Maintenance and legal restrictions</H2>
<H3>Maintenance</H3><B>Update frequency: </B> unknown<BR><H3>Access and usage constraints</H3>
<TABLE width="95%" cellspacing="0" cellpadding="0" border="0">
<TR>
<TD colspan="2"><B>Usage constraints</B></TD>
</TR>
<TR>
<TD nowrap valign="top" width="250">Limitations of use: </TD>
<TD width="100%"><DIV STYLE="text-align:Left;"><DIV><DIV><P><SPAN>Available under the Open Government Licence (http://www.nationalarchives.gov.uk/doc/open-government-licence)</SPAN></P></DIV></DIV></DIV></TD>
</TR>
</TABLE><BR><TABLE width="95%" cellspacing="0" cellpadding="0" border="0">
<TR>
<TD colspan="2"><B>Legal Constraints</B></TD>
</TR>
<TR>
<TD nowrap width="250" valign="top">Access constraints: </TD>
<TD width="100%"> license<BR> copyright<BR></TD>
</TR>
<TR>
<TD nowrap width="250" valign="top">Use constraints: </TD>
<TD width="100%"></TD>
</TR>
<TR>
<TD nowrap width="250" valign="top">Attribution, acknowledgements: </TD>
<TD width="100%">Available under the Open Government Licence (http://www.nationalarchives.gov.uk/doc/open-government-licence). You must always use the following attribution statement to acknowledge the source of the information: Copyright Scottish Natural Heritage Contains Ordnance Survey data © Crown copyright and database right (year)</TD>
</TR>
</TABLE><BR><P class="noprint" align="right"><A HREF="#Top">Back to Top</A></P>
<H2 class="geog-background">Geographic properties (Where?)</H2>
<H3>Spatial Reference System</H3>
<P>
<P><B>Name: </B>27700
</P>
<P><B>Code space: </B>EPSG
</P>
<P><B>Version: </B>7.4.1
</P>
</P>
<H3>Spatial resolution</H3>
<P>Ground sample distance -
25 metres
</P>
<H3>Extent</H3>
<P>Bounding coordinates (WGS84, lat/lon)</P>
<TABLE border="0" cellspacing="5" cellpadding="0" class="extentTable">
<TR>
<TD width="100"></TD>
<TD align="center" width="100" valign="bottom"> 60.598607</TD>
<TD width="100"></TD>
</TR>
<TR height="100">
<TD nowrap align="right"> -7.88229</TD>
<TD></TD>
<TD nowrap> -1.354187</TD>
</TR>
<TR>
<TD></TD>
<TD align="center" valign="top"> 54.995434</TD>
<TD></TD>
</TR>
</TABLE><BR><H3>Extent</H3>
<P>Bounding coordinates (WGS84, lat/lon)</P>
<TABLE border="0" cellspacing="5" cellpadding="0" class="extentTable">
<TR>
<TD width="100"></TD>
<TD align="center" width="100" valign="bottom"> 60.598607</TD>
<TD width="100"></TD>
</TR>
<TR height="100">
<TD nowrap align="right"> -7.88229</TD>
<TD></TD>
<TD nowrap> -1.354187</TD>
</TR>
<TR>
<TD></TD>
<TD align="center" valign="top"> 54.995434</TD>
<TD></TD>
</TR>
</TABLE><BR><H3>Extent</H3>
<P>Bounding coordinates (WGS84, lat/lon)</P>
<TABLE border="0" cellspacing="5" cellpadding="0" class="extentTable">
<TR>
<TD width="100"></TD>
<TD align="center" width="100" valign="bottom"> 60.598607</TD>
<TD width="100"></TD>
</TR>
<TR height="100">
<TD nowrap align="right"> -7.88229</TD>
<TD></TD>
<TD nowrap> -1.354187</TD>
</TR>
<TR>
<TD></TD>
<TD align="center" valign="top"> 54.995434</TD>
<TD></TD>
</TR>
</TABLE><BR><H3>Extent</H3>
<P>Bounding coordinates (WGS84, lat/lon)</P>
<TABLE border="0" cellspacing="5" cellpadding="0" class="extentTable">
<TR>
<TD width="100"></TD>
<TD align="center" width="100" valign="bottom"> 65.171944</TD>
<TD width="100"></TD>
</TR>
<TR height="100">
<TD nowrap align="right"> -28.171997</TD>
<TD></TD>
<TD nowrap> 15.227695</TD>
</TR>
<TR>
<TD></TD>
<TD align="center" valign="top"> 45.501382</TD>
<TD></TD>
</TR>
</TABLE><BR><P class="noprint" align="right"><A HREF="#Top">Back to Top</A></P>
</div>
<H2 class="dist-background">Distribution Information</H2>
<h3>Distributor contact</h3>
<DIV class="contactInfo">
<TABLE>
<TR>
<TD valign="top" width="180" nowrap><B>Role: </B> distributor
</TD>
<TD style="font-weight:bold;">
<LI><SPAN class="thin">Individual's name </SPAN>Geographic Information Group
</LI>
<LI><SPAN class="thin">Contact's position </SPAN>Data Supply
</LI>
<LI><SPAN class="thin">Organization </SPAN>Scottish Natural Heritage
</LI>
<TABLE border="0" cellspacing="0" cellpadding="0">
<TR>
<TD width="150">Telephone</TD>
<TD>01463 725000</TD>
</TR>
<TR>
<TD width="150">E-mail address</TD>
<TD><a href="mailto:data_supply@nature.scot">data_supply@nature.scot</a></TD>
</TR>
<TR>
<TD width="150">Delivery point</TD>
<TD>Great Glen House</TD>
</TR>
<TR>
<TD width="150">City</TD>
<TD>Inverness</TD>
</TR>
<TR>
<TD width="150">Postal code</TD>
<TD>IV3 8NW</TD>
</TR><BR></TABLE>
</TD>
</TR>
</TABLE>
</DIV>
<h3>Available formats</h3>
<LI>File Geodatabase Feature Class
(version )
</LI><BR><P class="noprint" align="right"><A HREF="#Top">Back to Top</A></P>
</div>
</BODY>
</HTML>

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data/scotland_and_wales_const_scotland_2011pop.csv Normal file
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CODE,Scottish Parliamentary Constituency Name,Postcode Population,Postcodes,Output area population,Output areas,OA Population minus PC Population,"% difference, OA Population - PC Population",Data zone Population,Data zones,DZ Population minus PC Population,"% difference, DZ Population - PC Population"
S16000074,Aberdeen Central,"83,618","2,071","83,557",778,-61,-0.07,"83,180",100,-438,-0.5
S16000075,Aberdeen Donside,"78,492","1,853","78,497",683,5,0.01,"78,359",105,-133,-0.2
S16000076,Aberdeen South and North Kincardine,"74,686","1,933","74,663",637,-23,-0.03,"74,947",95,261,0.3
S16000077,Aberdeenshire East,"77,707","2,914","77,427",624,-280,-0.36,"78,196",107,489,0.6
S16000078,Aberdeenshire West,"73,159","2,866","73,253",575,94,0.13,"73,383",101,224,0.3
S16000079,Airdrie and Shotts,"70,674","1,534","69,935",578,-739,-1.05,"69,863",95,-811,-1.1
S16000080,Almond Valley,"85,232","1,603","85,165",652,-67,-0.08,"85,219",114,-13,0
S16000081,Angus North and Mearns,"70,311","2,197","70,567",610,256,0.36,"70,990",93,679,1
S16000082,Angus South,"72,629","2,383","72,452",619,-177,-0.24,"72,260",98,-369,-0.5
S16000083,Argyll and Bute,"62,449","2,124","62,306",582,-143,-0.23,"62,449",88,0,0
S16000084,Ayr,"76,922","2,015","76,846",686,-76,-0.1,"76,602",105,-320,-0.4
S16000085,Banffshire and Buchan Coast,"75,850","2,778","76,084",644,234,0.31,"75,185",99,-665,-0.9
S16000086,"Caithness, Sutherland and Ross","71,863","2,506","71,882",622,19,0.03,"71,296",100,-567,-0.8
S16000087,"Carrick, Cumnock and Doon Valley","76,411","2,603","76,445",676,34,0.04,"76,689",103,278,0.4
S16000088,Clackmannanshire and Dunblane,"68,014","1,692","67,944",548,-70,-0.1,"68,022",91,8,0
S16000089,Clydebank and Milngavie,"71,354","1,838","71,768",642,414,0.58,"71,644",90,290,0.4
S16000090,Clydesdale,"72,935","2,099","72,866",621,-69,-0.09,"72,519",99,-416,-0.6
S16000091,Coatbridge and Chryston,"70,092","1,581","69,965",584,-127,-0.18,"70,750",91,658,0.9
S16000092,Cowdenbeath,"71,270","1,559","71,249",611,-21,-0.03,"71,245",97,-25,0
S16000093,Cumbernauld and Kilsyth,"65,183","1,177","65,405",530,222,0.34,"64,871",85,-312,-0.5
S16000094,Cunninghame North,"71,585","2,222","71,683",648,98,0.14,"71,510",94,-75,-0.1
S16000095,Cunninghame South,"66,561","1,685","66,463",566,-98,-0.15,"66,636",92,75,0.1
S16000096,Dumbarton,"72,254","2,137","71,957",654,-297,-0.41,"72,533",102,279,0.4
S16000097,Dumfriesshire,"77,148","3,042","77,160",662,12,0.02,"76,900",103,-248,-0.3
S16000098,Dundee City East,"72,022","1,953","72,001",670,-21,-0.03,"70,664",94,"-1,358",-1.9
S16000099,Dundee City West,"75,246","2,181","75,267",674,21,0.03,"76,604",94,"1,358",1.8
S16000100,Dunfermline,"72,714","1,757","72,643",603,-71,-0.1,"72,643",100,-71,-0.1
S16000101,East Kilbride,"75,256","1,601","75,201",653,-55,-0.07,"75,724",105,468,0.6
S16000102,East Lothian,"74,756","2,224","74,719",627,-37,-0.05,"74,719",98,-37,0
S16000103,Eastwood,"66,546","1,665","66,511",515,-35,-0.05,"66,511",89,-35,-0.1
S16000104,Edinburgh Central,"83,731","2,208","83,867",792,136,0.16,"83,965",99,234,0.3
S16000105,Edinburgh Eastern,"79,840","1,930","79,883",743,43,0.05,"80,497",105,657,0.8
S16000106,Edinburgh Northern and Leith,"86,205","1,971","86,344",837,139,0.16,"85,328",107,-877,-1
S16000107,Edinburgh Pentlands,"73,325","1,796","73,177",619,-148,-0.2,"73,108",94,-217,-0.3
S16000108,Edinburgh Southern,"77,706","1,846","77,561",679,-145,-0.19,"76,990",96,-716,-0.9
S16000109,Edinburgh Western,"75,819","2,094","75,794",652,-25,-0.03,"76,738",96,919,1.2
S16000110,Na h-Eileanan an Iar,"27,684",882,"27,684",253,0,0,"27,684",36,0,0
S16000111,"Ettrick, Roxburgh and Berwickshire","68,309","2,675","68,312",633,3,0,"68,482",87,173,0.3
S16000112,Falkirk East,"78,413","1,959","78,458",680,45,0.06,"78,707",106,294,0.4
S16000113,Falkirk West,"77,577","1,858","77,532",670,-45,-0.06,"77,283",108,-294,-0.4
S16000114,Galloway and West Dumfries,"74,176","3,441","74,164",664,-12,-0.02,"74,424",98,248,0.3
S16000115,Glasgow Anniesland,"74,843","1,811","74,628",693,-215,-0.29,"73,718",92,"-1,125",-1.5
S16000116,Glasgow Cathcart,"74,914","1,602","74,883",697,-31,-0.04,"74,554",96,-360,-0.5
S16000117,Glasgow Kelvin,"79,100","2,108","79,334",754,234,0.3,"82,550",94,"3,450",4.4
S16000118,Glasgow Maryhill and Springburn,"74,709","1,658","74,753",711,44,0.06,"72,206",90,"-2,503",-3.4
S16000119,Glasgow Pollok,"78,377","1,812","78,356",684,-21,-0.03,"78,080",101,-297,-0.4
S16000120,Glasgow Provan,"73,150","1,736","72,896",662,-254,-0.35,"72,837",98,-313,-0.4
S16000121,Glasgow Shettleston,"72,212","1,859","72,390",675,178,0.25,"72,690",93,478,0.7
S16000122,Glasgow Southside,"65,953","1,586","66,005",610,52,0.08,"66,610",82,657,1
S16000123,Greenock and Inverclyde,"76,325","1,941","76,221",689,-104,-0.14,"76,221",107,-104,-0.1
S16000124,"Hamilton, Larkhall and Stonehouse","73,361","1,694","73,468",636,107,0.15,"73,170",99,-191,-0.3
S16000125,Inverness and Nairn,"86,122","2,108","86,191",736,69,0.08,"86,769",115,647,0.8
S16000126,Kilmarnock and Irvine Valley,"82,233","2,412","82,275",731,42,0.05,"82,275",108,42,0.1
S16000127,Kirkcaldy,"78,045","1,881","78,007",718,-38,-0.05,"78,117",105,72,0.1
S16000128,Linlithgow,"89,886","2,163","89,953",766,67,0.07,"89,899",125,13,0
S16000129,Mid Fife and Glenrothes,"69,396","1,734","69,972",620,576,0.83,"70,038",96,642,0.9
S16000130,Midlothian North and Musselburgh,"78,002","2,368","78,174",675,172,0.22,"78,255",107,253,0.3
S16000131,"Midlothian South, Tweeddale and Lauderdale","75,707","2,461","75,569",642,-138,-0.18,"75,318",98,-389,-0.5
S16000132,Moray,"78,587","2,389","78,539",668,-48,-0.06,"78,539",106,-48,-0.1
S16000133,Motherwell and Wishaw,"73,924","1,589","74,624",645,700,0.95,"74,764",101,840,1.1
S16000134,North East Fife,"73,773","2,428","73,327",624,-446,-0.6,"73,155",96,-618,-0.8
S16000135,Orkney Islands,"21,349",663,"21,349",190,0,0,"21,349",29,0,0
S16000136,Paisley,"71,350","1,710","71,384",670,34,0.05,"72,034",91,684,1
S16000137,Perthshire North,"70,092","2,628","70,179",623,87,0.12,"70,979",89,887,1.3
S16000138,Perthshire South and Kinrossshire,"76,560","2,323","76,473",657,-87,-0.11,"75,673",97,-887,-1.2
S16000139,Renfrewshire North and West,"64,917","1,647","65,037",556,120,0.18,"64,446",85,-471,-0.7
S16000140,Renfrewshire South,"67,829","1,713","67,814",594,-15,-0.02,"67,755",89,-74,-0.1
S16000141,Rutherglen,"75,866","1,915","75,912",683,46,0.06,"76,028",106,162,0.2
S16000142,Shetland Islands,"23,167",582,"23,167",200,0,0,"23,167",30,0,0
S16000143,"Skye, Lochaber and Badenoch","74,147","2,394","74,059",648,-88,-0.12,"74,067",97,-80,-0.1
S16000144,Stirling,"73,675","2,189","73,745",637,70,0.1,"73,667",102,-8,0
S16000145,Strathkelvin and Bearsden,"77,842","2,220","77,881",643,39,0.05,"77,286",96,-556,-0.7
S16000146,Uddingston and Bellshill,"74,266","1,913","74,181",618,-85,-0.11,"73,868",97,-398,-0.5
1 CODE Scottish Parliamentary Constituency Name Postcode Population Postcodes Output area population Output areas OA Population minus PC Population % difference, OA Population - PC Population Data zone Population Data zones DZ Population minus PC Population % difference, DZ Population - PC Population
2 S16000074 Aberdeen Central 83,618 2,071 83,557 778 -61 -0.07 83,180 100 -438 -0.5
3 S16000075 Aberdeen Donside 78,492 1,853 78,497 683 5 0.01 78,359 105 -133 -0.2
4 S16000076 Aberdeen South and North Kincardine 74,686 1,933 74,663 637 -23 -0.03 74,947 95 261 0.3
5 S16000077 Aberdeenshire East 77,707 2,914 77,427 624 -280 -0.36 78,196 107 489 0.6
6 S16000078 Aberdeenshire West 73,159 2,866 73,253 575 94 0.13 73,383 101 224 0.3
7 S16000079 Airdrie and Shotts 70,674 1,534 69,935 578 -739 -1.05 69,863 95 -811 -1.1
8 S16000080 Almond Valley 85,232 1,603 85,165 652 -67 -0.08 85,219 114 -13 0
9 S16000081 Angus North and Mearns 70,311 2,197 70,567 610 256 0.36 70,990 93 679 1
10 S16000082 Angus South 72,629 2,383 72,452 619 -177 -0.24 72,260 98 -369 -0.5
11 S16000083 Argyll and Bute 62,449 2,124 62,306 582 -143 -0.23 62,449 88 0 0
12 S16000084 Ayr 76,922 2,015 76,846 686 -76 -0.1 76,602 105 -320 -0.4
13 S16000085 Banffshire and Buchan Coast 75,850 2,778 76,084 644 234 0.31 75,185 99 -665 -0.9
14 S16000086 Caithness, Sutherland and Ross 71,863 2,506 71,882 622 19 0.03 71,296 100 -567 -0.8
15 S16000087 Carrick, Cumnock and Doon Valley 76,411 2,603 76,445 676 34 0.04 76,689 103 278 0.4
16 S16000088 Clackmannanshire and Dunblane 68,014 1,692 67,944 548 -70 -0.1 68,022 91 8 0
17 S16000089 Clydebank and Milngavie 71,354 1,838 71,768 642 414 0.58 71,644 90 290 0.4
18 S16000090 Clydesdale 72,935 2,099 72,866 621 -69 -0.09 72,519 99 -416 -0.6
19 S16000091 Coatbridge and Chryston 70,092 1,581 69,965 584 -127 -0.18 70,750 91 658 0.9
20 S16000092 Cowdenbeath 71,270 1,559 71,249 611 -21 -0.03 71,245 97 -25 0
21 S16000093 Cumbernauld and Kilsyth 65,183 1,177 65,405 530 222 0.34 64,871 85 -312 -0.5
22 S16000094 Cunninghame North 71,585 2,222 71,683 648 98 0.14 71,510 94 -75 -0.1
23 S16000095 Cunninghame South 66,561 1,685 66,463 566 -98 -0.15 66,636 92 75 0.1
24 S16000096 Dumbarton 72,254 2,137 71,957 654 -297 -0.41 72,533 102 279 0.4
25 S16000097 Dumfriesshire 77,148 3,042 77,160 662 12 0.02 76,900 103 -248 -0.3
26 S16000098 Dundee City East 72,022 1,953 72,001 670 -21 -0.03 70,664 94 -1,358 -1.9
27 S16000099 Dundee City West 75,246 2,181 75,267 674 21 0.03 76,604 94 1,358 1.8
28 S16000100 Dunfermline 72,714 1,757 72,643 603 -71 -0.1 72,643 100 -71 -0.1
29 S16000101 East Kilbride 75,256 1,601 75,201 653 -55 -0.07 75,724 105 468 0.6
30 S16000102 East Lothian 74,756 2,224 74,719 627 -37 -0.05 74,719 98 -37 0
31 S16000103 Eastwood 66,546 1,665 66,511 515 -35 -0.05 66,511 89 -35 -0.1
32 S16000104 Edinburgh Central 83,731 2,208 83,867 792 136 0.16 83,965 99 234 0.3
33 S16000105 Edinburgh Eastern 79,840 1,930 79,883 743 43 0.05 80,497 105 657 0.8
34 S16000106 Edinburgh Northern and Leith 86,205 1,971 86,344 837 139 0.16 85,328 107 -877 -1
35 S16000107 Edinburgh Pentlands 73,325 1,796 73,177 619 -148 -0.2 73,108 94 -217 -0.3
36 S16000108 Edinburgh Southern 77,706 1,846 77,561 679 -145 -0.19 76,990 96 -716 -0.9
37 S16000109 Edinburgh Western 75,819 2,094 75,794 652 -25 -0.03 76,738 96 919 1.2
38 S16000110 Na h-Eileanan an Iar 27,684 882 27,684 253 0 0 27,684 36 0 0
39 S16000111 Ettrick, Roxburgh and Berwickshire 68,309 2,675 68,312 633 3 0 68,482 87 173 0.3
40 S16000112 Falkirk East 78,413 1,959 78,458 680 45 0.06 78,707 106 294 0.4
41 S16000113 Falkirk West 77,577 1,858 77,532 670 -45 -0.06 77,283 108 -294 -0.4
42 S16000114 Galloway and West Dumfries 74,176 3,441 74,164 664 -12 -0.02 74,424 98 248 0.3
43 S16000115 Glasgow Anniesland 74,843 1,811 74,628 693 -215 -0.29 73,718 92 -1,125 -1.5
44 S16000116 Glasgow Cathcart 74,914 1,602 74,883 697 -31 -0.04 74,554 96 -360 -0.5
45 S16000117 Glasgow Kelvin 79,100 2,108 79,334 754 234 0.3 82,550 94 3,450 4.4
46 S16000118 Glasgow Maryhill and Springburn 74,709 1,658 74,753 711 44 0.06 72,206 90 -2,503 -3.4
47 S16000119 Glasgow Pollok 78,377 1,812 78,356 684 -21 -0.03 78,080 101 -297 -0.4
48 S16000120 Glasgow Provan 73,150 1,736 72,896 662 -254 -0.35 72,837 98 -313 -0.4
49 S16000121 Glasgow Shettleston 72,212 1,859 72,390 675 178 0.25 72,690 93 478 0.7
50 S16000122 Glasgow Southside 65,953 1,586 66,005 610 52 0.08 66,610 82 657 1
51 S16000123 Greenock and Inverclyde 76,325 1,941 76,221 689 -104 -0.14 76,221 107 -104 -0.1
52 S16000124 Hamilton, Larkhall and Stonehouse 73,361 1,694 73,468 636 107 0.15 73,170 99 -191 -0.3
53 S16000125 Inverness and Nairn 86,122 2,108 86,191 736 69 0.08 86,769 115 647 0.8
54 S16000126 Kilmarnock and Irvine Valley 82,233 2,412 82,275 731 42 0.05 82,275 108 42 0.1
55 S16000127 Kirkcaldy 78,045 1,881 78,007 718 -38 -0.05 78,117 105 72 0.1
56 S16000128 Linlithgow 89,886 2,163 89,953 766 67 0.07 89,899 125 13 0
57 S16000129 Mid Fife and Glenrothes 69,396 1,734 69,972 620 576 0.83 70,038 96 642 0.9
58 S16000130 Midlothian North and Musselburgh 78,002 2,368 78,174 675 172 0.22 78,255 107 253 0.3
59 S16000131 Midlothian South, Tweeddale and Lauderdale 75,707 2,461 75,569 642 -138 -0.18 75,318 98 -389 -0.5
60 S16000132 Moray 78,587 2,389 78,539 668 -48 -0.06 78,539 106 -48 -0.1
61 S16000133 Motherwell and Wishaw 73,924 1,589 74,624 645 700 0.95 74,764 101 840 1.1
62 S16000134 North East Fife 73,773 2,428 73,327 624 -446 -0.6 73,155 96 -618 -0.8
63 S16000135 Orkney Islands 21,349 663 21,349 190 0 0 21,349 29 0 0
64 S16000136 Paisley 71,350 1,710 71,384 670 34 0.05 72,034 91 684 1
65 S16000137 Perthshire North 70,092 2,628 70,179 623 87 0.12 70,979 89 887 1.3
66 S16000138 Perthshire South and Kinrossshire 76,560 2,323 76,473 657 -87 -0.11 75,673 97 -887 -1.2
67 S16000139 Renfrewshire North and West 64,917 1,647 65,037 556 120 0.18 64,446 85 -471 -0.7
68 S16000140 Renfrewshire South 67,829 1,713 67,814 594 -15 -0.02 67,755 89 -74 -0.1
69 S16000141 Rutherglen 75,866 1,915 75,912 683 46 0.06 76,028 106 162 0.2
70 S16000142 Shetland Islands 23,167 582 23,167 200 0 0 23,167 30 0 0
71 S16000143 Skye, Lochaber and Badenoch 74,147 2,394 74,059 648 -88 -0.12 74,067 97 -80 -0.1
72 S16000144 Stirling 73,675 2,189 73,745 637 70 0.1 73,667 102 -8 0
73 S16000145 Strathkelvin and Bearsden 77,842 2,220 77,881 643 39 0.05 77,286 96 -556 -0.7
74 S16000146 Uddingston and Bellshill 74,266 1,913 74,181 618 -85 -0.11 73,868 97 -398 -0.5

5
mapping_draft.Rmd
View file

@ -338,6 +338,7 @@ admin_lev1$ecs_count_popnorm_scaled <- admin_lev1$ecs_count_popnorm*(sum(admin_l
admin_lev1$ecs_count_pownorm_scaled <- admin_lev1$ecs_count_pownorm*(sum(admin_lev1$ecs_count)/sum(admin_lev1$ecs_count_pownorm))
# Load population statistics for normalising data by population on admin_lev2
# TODO: source this data file in a replicable way (e.g. zenodo)
admin_lev2_pop <- read.csv("./data/scotland_and_wales_const_scotland_2011pop.csv")
admin_lev2 <- merge(x=admin_lev2, y=admin_lev2_pop, by.x = "code", by.y = "CODE")
# Convert number stored as string with a comma to an integer (using data.zone data)
@ -928,7 +929,7 @@ We can find divergence between transition communities and eco-congregation when
# 1. Download data for SSSI:
if (file.exists("data/SSSI_SCOTLAND.shp") == FALSE) {
# TODO: get reliable URL for data download
# TODO: upload data to zenodo, uncomment below
# http://gateway.snh.gov.uk/natural-spaces/dataset.jsp?dsid=SSSI
# download.file("", destfile = "data/SSSI_SCOTLAND_ESRI.zip")
unzip("data/SSSI_SCOTLAND_ESRI.zip", exdir = "data")
@ -942,7 +943,7 @@ sssi_simplified <- st_simplify(sssi)
# 2. Download wild land areas:
if (file.exists("data/WILDLAND_SCOTLAND.shp") == FALSE) {
# TODO: get reliable URL for data download
# TODO: upload data to zenodo, uncomment below
# https://gateway.snh.gov.uk/natural-spaces/dataset.jsp?dsid=WILDLAND
# download.file("", destfile = "data/WILDLAND_SCOTLAND_ESRI.zip")
unzip("data/WILDLAND_SCOTLAND_ESRI.zip", exdir = "data")