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	<title>data viz Archives - Digital Urban</title>
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	<description>Data, Cities, IoT, Writing, Music and Making Things</description>
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	<title>data viz Archives - Digital Urban</title>
	<link>https://www.digitalurban.org/blog/category/data-viz/</link>
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	<item>
		<title>Datascape &#8211; New 3D Dataviz tool from Daden</title>
		<link>https://www.digitalurban.org/blog/2012/10/31/datascape-new-3d-dataviz-tool-from-daden-2/</link>
					<comments>https://www.digitalurban.org/blog/2012/10/31/datascape-new-3d-dataviz-tool-from-daden-2/#comments</comments>
		
		<dc:creator><![CDATA[Andy]]></dc:creator>
		<pubDate>Wed, 31 Oct 2012 12:24:59 +0000</pubDate>
				<category><![CDATA[Data Visualisation]]></category>
		<category><![CDATA[data viz]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Front Page]]></category>
		<category><![CDATA[datascape]]></category>
		<guid isPermaLink="false">http://www.digitalurban.org/?p=3040</guid>

					<description><![CDATA[<p>This is intriguing, a new 3D package to map and explore data &#8211; Datascape, by Daden Ltd, known perviously for their work in Second Life, provides an immersive environment in which users...</p>
<p>The post <a href="https://www.digitalurban.org/blog/2012/10/31/datascape-new-3d-dataviz-tool-from-daden-2/">Datascape &#8211; New 3D Dataviz tool from Daden</a> appeared first on <a href="https://www.digitalurban.org">Digital Urban</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><img decoding="async" class="size-medium wp-image-3041 alignright" title="Screen Shot 2012-10-31 at 12.19.24" src="https://www.digitalurban.org/wp-content/uploads/2012/10/Screen-Shot-2012-10-31-at-12.19.24-1-300x148.png" alt="" width="300" height="148" srcset="https://www.digitalurban.org/wp-content/uploads/2012/10/Screen-Shot-2012-10-31-at-12.19.24-1-300x148.png 300w, https://www.digitalurban.org/wp-content/uploads/2012/10/Screen-Shot-2012-10-31-at-12.19.24-1-768x380.png 768w, https://www.digitalurban.org/wp-content/uploads/2012/10/Screen-Shot-2012-10-31-at-12.19.24-1.png 864w" sizes="(max-width: 300px) 100vw, 300px" /><br />
This is intriguing, a new 3D package to map and explore data &#8211; Datascape, by Daden Ltd, known perviously for their work in Second Life, provides an immersive environment in which users can explore and interact with data from almost any source.<br />
David Burden, Daden’s Managing Director said <em>“Datascape is ground-breaking and we’re expecting visualisations that tell a story and show how the additional power of immersion can lead to better understanding and communication”</em><br />
The movie below provides an insight into the possibilities:<br />
<iframe src="http://player.vimeo.com/video/49678359?badge=0" frameborder="0" width="640" height="360"></iframe><br />
<a href="http://vimeo.com/49678359">DATASCAPE &#8211; A VIRTUAL WORLD FOR YOUR DATA</a> from <a href="http://vimeo.com/user898935">DadenMedia</a> on <a href="http://vimeo.com">Vimeo</a>.<br />
<strong>Key Features</strong><br />
Datascape can be delivered as a standalone desktop application, or as a networked or internet delivered multi-user system. Using Datascape you can:</p>
<ul>
<li>Import data from a wide variety of data sources, with native support for Excel, CVS and SQL and access to XML, JSON and other through ETL tools such as Kettle</li>
<li>Import data from web services such as RSS, Twitter and other feeds and real-time data</li>
<li>Visualise up to 65,000 entities at a time</li>
<li>Dynamically map and re-map data parameters onto plot features – with up to 10 features being available per plot point</li>
<li>Plot multiple datasets in the same subjective space</li>
<li>Filter, group, and highlight data</li>
<li>Use force-graph algorithms to plot network graphs</li>
<li>Plot geospatial and temporal data with time-on-a-stick</li>
<li>Save spaces for later analysis, or share them with other users, with over a dozen users being able to collaborate in the same space, each visible to each other</li>
<li>Animate data in time or space</li>
<li>“Scrub” data through a dynamic filter window</li>
</ul>
<p>There is a free version available (limited to 2000 data points) linked to Dadens&#8217; recently announced data visualisation competition. The competition is open to individuals, academics and commercial users with the winning entries being featured on Daden’s website and in a supporting press release. All submissions must be received by 17:00 GMT on 12 November 2012, via the <a href="http://www.daden.co.uk/competition">Daden Website</a> . Winners will be announced on 1 Dec 2012. Competition rules and entry details can be found on the <a href="http://www.daden.co.uk/competition)">website</a>.</p>
<ul>
<li><a href="http://www.daden.co.uk/datascape">Read more about Datascape over at the Daden site</a></li>
</ul>
<p>The post <a href="https://www.digitalurban.org/blog/2012/10/31/datascape-new-3d-dataviz-tool-from-daden-2/">Datascape &#8211; New 3D Dataviz tool from Daden</a> appeared first on <a href="https://www.digitalurban.org">Digital Urban</a>.</p>
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		<title>CityEngine: ESRI and Lumion a first look.</title>
		<link>https://www.digitalurban.org/blog/2012/02/09/cityengine-esri-and-lumion-first-look/</link>
		
		<dc:creator><![CDATA[Andy]]></dc:creator>
		<pubDate>Thu, 09 Feb 2012 10:00:00 +0000</pubDate>
				<category><![CDATA[arcGIS]]></category>
		<category><![CDATA[Architectual Visualisation]]></category>
		<category><![CDATA[CityEngine]]></category>
		<category><![CDATA[data viz]]></category>
		<category><![CDATA[ESRI]]></category>
		<category><![CDATA[Lumion]]></category>
		<category><![CDATA[Procedural Cities]]></category>
		<guid isPermaLink="false">http://digitalurban.net/?p=800</guid>

					<description><![CDATA[<p>Yesterday a license for CityEngine landed on our desk from the nice people at ESRI and to be honest we were a little too excited for our own good, after...</p>
<p>The post <a href="https://www.digitalurban.org/blog/2012/02/09/cityengine-esri-and-lumion-first-look/">CityEngine: ESRI and Lumion a first look.</a> appeared first on <a href="https://www.digitalurban.org">Digital Urban</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>Yesterday a license for CityEngine landed on our desk from the nice people at ESRI and to be honest we were a little too excited for our own good, after all its only software. However, <a href="http://www.esri.com/software/cityengine/index.html">CityEngine</a> and its integration with ESRI ArcGIS, while maintaining full export capabilities to load into 3DMax/Lumion/Unity etc, is a game changer.</p>
<div style="clear: both; text-align: center;"><a href="http://1.bp.blogspot.com/-0bJlc0mqWaU/TzOWrKZ6iYI/AAAAAAAACps/uspXfZnwRtU/s1600/CityEngineScreen2.jpg" style="margin-left: 1em; margin-right: 1em;"><img fetchpriority="high" decoding="async" border="0" height="360" src="http://1.bp.blogspot.com/-0bJlc0mqWaU/TzOWrKZ6iYI/AAAAAAAACps/uspXfZnwRtU/s640/CityEngineScreen2.jpg" width="640" /></a></div>
<p>It moves GIS visualisation a step forward while at the same time bringing procedural city modelling into the mainstream game engine world. Over the coming weeks we will be putting the software through its paces and exporting into Max/Lumion and Unity as part of introducing CityEngines onto our <a href="http://www.bartlett.ucl.ac.uk/casa/programmes/postgraduate/mres-advanced-spatial-analysis-visualisation">MRes in Advanced Spatial Analysis and Visualisation</a>. The clip below details out first output direct from CityEngine into Lumion, adding in a general landscape, sample trees and transport objects:</p>
<p><center><iframe loading="lazy" allowfullscreen="" frameborder="0" height="360" src="http://www.youtube.com/embed/pxmQ853sEwA" width="640"></iframe></center></p>
<p>Linking in our previous post on <a href="http://www.digitalurban.org/2012/01/london-twitter-data-as-landscape.html">ArcGIS Twitter Visualisation in Lumion</a> it seems that the worlds of GIS and architectural visualisation/game engines are finally starting to become accessible.</p>
<p>The post <a href="https://www.digitalurban.org/blog/2012/02/09/cityengine-esri-and-lumion-first-look/">CityEngine: ESRI and Lumion a first look.</a> appeared first on <a href="https://www.digitalurban.org">Digital Urban</a>.</p>
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		<title>London&#8217;s Twitter Island &#8211; From ArcGIS to Max to Lumion</title>
		<link>https://www.digitalurban.org/blog/2012/01/21/londons-twitter-island-from-arcgis-to/</link>
					<comments>https://www.digitalurban.org/blog/2012/01/21/londons-twitter-island-from-arcgis-to/#comments</comments>
		
		<dc:creator><![CDATA[Andy]]></dc:creator>
		<pubDate>Sat, 21 Jan 2012 10:32:00 +0000</pubDate>
				<category><![CDATA[3D Max]]></category>
		<category><![CDATA[ArcMap]]></category>
		<category><![CDATA[data viz]]></category>
		<category><![CDATA[ESRI]]></category>
		<category><![CDATA[london]]></category>
		<category><![CDATA[Lumion]]></category>
		<category><![CDATA[Twitter]]></category>
		<guid isPermaLink="false">http://digitalurban.net/?p=806</guid>

					<description><![CDATA[<p>As part of the MRes in Advanced Spatial Analysis and Visualisation, here in CASA at The Bartlett, University College London, we are exploring new methods and techniques for visualising data....</p>
<p>The post <a href="https://www.digitalurban.org/blog/2012/01/21/londons-twitter-island-from-arcgis-to/">London&#8217;s Twitter Island &#8211; From ArcGIS to Max to Lumion</a> appeared first on <a href="https://www.digitalurban.org">Digital Urban</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>As part of the <a href="http://www.bartlett.ucl.ac.uk/casa/programmes/postgraduate/mres-advanced-spatial-analysis-visualisation">MRes in Advanced Spatial Analysis and Visualisation</a>, here in <a href="http://www.casa.ucl.ac.uk/">CASA</a> at The Bartlett, University College London, we are exploring new methods and techniques for visualising data. As part of the course we are looking at collecting data from the Twitter API and using the resulting .csv file as an input into a variety of software, including Processing and ArcMap.<br />
<a style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;" href="http://4.bp.blogspot.com/-XxHifa_TRUc/TxqQliz6coI/AAAAAAAACn8/RwY2hceYPJg/s1600/LondonTwitter.jpg"><img loading="lazy" decoding="async" src="http://4.bp.blogspot.com/-XxHifa_TRUc/TxqQliz6coI/AAAAAAAACn8/RwY2hceYPJg/s200/LondonTwitter.jpg" alt="" width="200" height="200" border="0" /></a>One such known example is the London Twitter map by <a href="http://urbantick.blogspot.com/">UrbanTick</a>, developed using the data collector created by <a href="http://bigdatatoolkit.org/">Steven Gray</a> and imported by Fabian into ArcMap, it developed a style of its own as the &#8216;NewCity Landscape&#8217; collection. From a digital urban point of view the next stage of the map is a 3D extension, a transformation that proved surprisingly difficult due to the nature of combining the worlds of traditional GIS and game engines such as Lumion.<br />
We are still in the early stages of development but the movie below illustrates the <a href="http://urbantick.blogspot.com/2010/01/new-city-landscapes-interactive.html">NewCity Landscape Map of London</a> visualisation in Lumion as a &#8216;Twitter Island&#8217;:<br />
<center><iframe loading="lazy" src="http://www.youtube.com/embed/8ao8zJvJfpw" frameborder="0" width="640" height="360"></iframe></center><br />
Music by <a href="http://www.mp3unsigned.com/Pidgeman/48238/#Until+Right+Now">Pigeman over at MP3 Unsigned</a>. There are of course many arguments on the pro&#8217;s and con&#8217;s of visualising data in such a way, indeed the visualisation is developed to open up the debate as part of the MRes course allowing various visualisation techniques to be compared from the same data set.<br />
We will have more updates as the visualisation develops, along with a walk through of how to build it. If your interested in such output our <a href="http://www.bartlett.ucl.ac.uk/casa/programmes/postgraduate/mres-advanced-spatial-analysis-visualisation">MRes</a> is now open for applications, entry 2012-2013&#8230;</p>
<p>The post <a href="https://www.digitalurban.org/blog/2012/01/21/londons-twitter-island-from-arcgis-to/">London&#8217;s Twitter Island &#8211; From ArcGIS to Max to Lumion</a> appeared first on <a href="https://www.digitalurban.org">Digital Urban</a>.</p>
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		<title>All the London Datastore Maps</title>
		<link>https://www.digitalurban.org/blog/2011/12/20/all-london-datastore-maps/</link>
		
		<dc:creator><![CDATA[Andy]]></dc:creator>
		<pubDate>Tue, 20 Dec 2011 16:29:00 +0000</pubDate>
				<category><![CDATA[data viz]]></category>
		<category><![CDATA[london datastore]]></category>
		<category><![CDATA[NCRM]]></category>
		<category><![CDATA[opendata]]></category>
		<category><![CDATA[Projects]]></category>
		<category><![CDATA[TALISMAN]]></category>
		<guid isPermaLink="false">http://digitalurban.net/?p=811</guid>

					<description><![CDATA[<p>Richard Milton here in CASA is working on our new National Centre for Research Methods funded TAILISMAN project. One aspect of the project is looking into data visualisation, here we present a...</p>
<p>The post <a href="https://www.digitalurban.org/blog/2011/12/20/all-london-datastore-maps/">All the London Datastore Maps</a> appeared first on <a href="https://www.digitalurban.org">Digital Urban</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit; line-height: 1.5em; text-align: left;"><span style="font-style: inherit;"><a href="http://www.ucl.ac.uk/bartlett/people/?school=casa&amp;upi=RMILT38">Richard Milton</a> here in <a href="http://www.casa.ucl.ac.uk/">CASA</a> is working on our new <a href="http://www.ncrm.ac.uk/">National Centre for Research Methods</a> funded TAILISMAN project. One aspect of the project is looking into data </span>visualisation, here we present a guest post by Richard on the automatic visualisation of data from the London Datastore..</span><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit; line-height: 1.5em; text-align: left;">.</span><br />
<span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit; line-height: 24px; text-align: left;">This started out as an experiment in how to handle geospatial data published in Internet data stores. The idea was to make an attempt at structuring the data to make searching, comparison and visualisation easier. The London Datastore publish a manifest file which contains links to CSV files that are in the correct format for MapTube to handle, so I wrote a process to make the maps automatically. The results are one thumbnail map for every field in the first hundred datasets on the London Datastore. I stopped the process once I got to a hundred as it was taking a long time.</span></p>
<header style="background-color: white;">
<header style="background-color: white;">
<div style="clear: both; line-height: 24px; text-align: left;"><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit;"> </span></div>
<div style="clear: both; line-height: 24px; text-align: left;"><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit;"> A section of the results are shown below:</span></div>
<div style="clear: both; line-height: 24px; text-align: left;"><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit;"> </span></div>
<p>&nbsp;<br />
</header>
</header>
<p><center><iframe loading="lazy" src="http://www.youtube.com/embed/yLEFwkXs8lg" height="360" width="640" allowfullscreen="" frameborder="0"></iframe></center></p>
<header style="background-color: white;">
<div style="clear: both; line-height: 24px; text-align: left;"><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit;"> </span></div>
<div style="clear: both; line-height: 24px; text-align: left;"><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit;">You can <a href="http://www.casa.ucl.ac.uk/richard/londondatastore/BigLondonDatastore.html">view the zoomable version</a> via the </span><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit;">full 10,000 pixel image created using the</span><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit;"> </span><a style="background-color: white; border-color: initial; border-image: initial; border-style: initial; font-family: Arial, Helvetica, sans-serif; font-style: inherit; outline-color: initial; outline-style: initial; outline-width: 0px; text-decoration: none; vertical-align: baseline; border-width: 0px; padding: 0px; margin: 0px;" title="Image Cutter" href="http://www.bartlett.ucl.ac.uk/casa/latest/software/gmap-image-cutter" target="_blank" rel="noopener">Image Cutter</a><span style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-style: inherit;">.</span></div>
</header>
<div style="background-color: white; border-color: initial; border-image: initial; border-style: initial; outline-color: initial; outline-style: initial; outline-width: 0px; padding-bottom: 0px; padding-left: 0px; padding-right: 0px; padding-top: 1.625em; vertical-align: baseline; border-width: 0px; margin: 0px;">
<div style="border-color: initial; border-image: initial; border-style: initial; font-style: inherit; line-height: 24px; margin-bottom: 1.625em; outline-color: initial; outline-style: initial; outline-width: 0px; vertical-align: baseline; border-width: 0px; padding: 0px;"><span style="font-family: Arial, Helvetica, sans-serif;">The name of the dataset and name of the column being visualised are shown in the top left of the map, while the colour scale is a Jenks 5 class range between the min and max of the data. This sort of works, but raises more questions than it answers about the data. To start with, one interesting thing that jumps out of the data is that there was a step change in London population around 1939, from the “London Borough Historic Population” dataset.</span></div>
<div style="border-color: initial; border-image: initial; border-style: initial; font-style: inherit; line-height: 24px; margin-bottom: 1.625em; outline-color: initial; outline-style: initial; outline-width: 0px; vertical-align: baseline; border-width: 0px; padding: 0px;"><span style="font-family: Arial, Helvetica, sans-serif;">The first problem with this is that there is no structure to how the thumbnail maps are placed on the image. The idea is to use a data classifier and group maps according to how similar they are, so distance would be proportional to similarity. This work is still in progress.</span></div>
<div style="border-color: initial; border-image: initial; border-style: initial; font-style: inherit; line-height: 24px; margin-bottom: 1.625em; outline-color: initial; outline-style: initial; outline-width: 0px; vertical-align: baseline; border-width: 0px; padding: 0px;"><span style="font-family: Arial, Helvetica, sans-serif;">The next problem is with the colour scales, as it commits the cardinal sin of not showing one. The maps are supposed to be representative, so all use the green Jenks 5 classes, but it’s obvious that this has gone wrong on most of the maps. The reason for this is that the London Datastore include data in the CSV files at different geographic scales. Most of the maps show London at Borough level, but also contain data for England, Scotland and Wales which mess up the automatic colour scale. The top range ends up being the larger geographic areas which you can’t see, so the maps end up with just four classes on them. On some of the maps you can see the Government Office Regions (Midlands, Wales, South East etc), along with Borough level data for London.</span></div>
<div style="border-color: initial; border-image: initial; border-style: initial; font-style: inherit; line-height: 24px; margin-bottom: 1.625em; outline-color: initial; outline-style: initial; outline-width: 0px; vertical-align: baseline; border-width: 0px; padding: 0px;"><span style="clear: left; color: black; float: left; font-family: Arial, Helvetica, sans-serif; margin-bottom: 1em; margin-right: 1em;"><img loading="lazy" decoding="async" class="alignnone size-full wp-image-7" style="border-color: #dddddd; border-image: initial; border-style: solid; height: auto; margin-top: 0.4em; max-width: 97.5%; width: auto; border-width: 1px; padding: 6px;" alt="" src="http://talisman.blogweb.casa.ucl.ac.uk/files/2011/12/BigLondonDatastore-different-scales.gif" width="243" height="272" /></span></div>
<div style="border-color: initial; border-image: initial; border-style: initial; font-style: inherit; line-height: 24px; margin-bottom: 1.625em; outline-color: initial; outline-style: initial; outline-width: 0px; vertical-align: baseline; border-width: 0px; padding: 0px;"><em style="border-color: initial; border-image: initial; border-style: initial; outline-color: initial; outline-style: initial; outline-width: 0px; vertical-align: baseline; border-width: 0px; padding: 0px; margin: 0px;"><span style="font-family: Arial, Helvetica, sans-serif;">A map showing data at different geographic scales. London has data at Borough level while the rest of the country is at GOR level.</span></em></div>
<div style="border-color: initial; border-image: initial; border-style: initial; font-style: inherit; line-height: 24px; margin-bottom: 1.625em; outline-color: initial; outline-style: initial; outline-width: 0px; vertical-align: baseline; border-width: 0px; padding: 0px;"><span style="font-family: Arial, Helvetica, sans-serif;">The final problem, which also relates to different geographic scales, is to do with almost all the maps visualising either a count of people or events. Most maps are a population of some kind, so displaying population density rather than count would make a lot more sense.</span></div>
<div style="border-color: initial; border-image: initial; border-style: initial; margin-bottom: 1.625em; outline-color: initial; outline-style: initial; outline-width: 0px; vertical-align: baseline; border-width: 0px; padding: 0px;">
<div style="font-style: inherit; line-height: 24px;"><span style="font-family: Arial, Helvetica, sans-serif;">As a proof of concept, this demonstrates that we can handle the maps automatically from an Internet data store. One thing that’s obvious from looking at the zoomable map view is that you need the ability to click on one of the thumbnails and go straight through to the full size map with all the information about what is it. There is also no search facility so you can’t find anything, but the next proof of concept is where things will start to get interesting&#8230;.</span></div>
<div style="font-style: inherit; line-height: 24px;"><span style="font-family: Arial, Helvetica, sans-serif;"> </span></div>
<p><span style="font-family: Arial, Helvetica, sans-serif;"><span style="font-style: inherit; line-height: 24px;">We will be following progress and the forthcoming </span><span style="line-height: 24px;">TALISMAN</span><span style="font-style: inherit; line-height: 24px;"> project blog with more results in the new year.</span></span>
</div>
</div>
<p>The post <a href="https://www.digitalurban.org/blog/2011/12/20/all-london-datastore-maps/">All the London Datastore Maps</a> appeared first on <a href="https://www.digitalurban.org">Digital Urban</a>.</p>
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