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	<title>Design vs Art Blog &#187; Data Organization</title>
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		<title>Exploring large amount of data</title>
		<link>http://www.designvsart.com/blog/2009/06/29/exploring-large-amount-of-data/</link>
		<comments>http://www.designvsart.com/blog/2009/06/29/exploring-large-amount-of-data/#comments</comments>
		<pubDate>Mon, 29 Jun 2009 12:10:53 +0000</pubDate>
		<dc:creator>Johanna Olander</dc:creator>
				<category><![CDATA[Data Organization]]></category>
		<category><![CDATA[Interfaces]]></category>
		<category><![CDATA[Web]]></category>

		<guid isPermaLink="false">http://www.designvsart.com/blog/2009/06/29/exploring-large-amount-of-data/</guid>
		<description><![CDATA[Through times, data visualization has worked as a great tool to reveal stories in sets of data. The recipe has been to find a story in the data, attach visual cues to establish a base of familiarity and expectation and boil the data down to the most significant message. When done well, data becomes more [...]]]></description>
			<content:encoded><![CDATA[<p>Through times, data visualization has worked as a great tool to reveal stories in sets of data. The recipe has been to find a story in the data, attach visual cues to establish a base of familiarity and expectation and boil the data down to the most significant message. When done well, data becomes more accessible and more meaningful.</p>
<p>Today with the web, the conditions have changed. We have technologies that enable new ways to store, collect and share large amount of data as well as the social web that generate tons of real time data, which implies a great mass of dynamic data to deal with. This means we don&#8217;t have the same control of the outcome as we had before when we worked with a limit static set of data.</p>
<p>With these new conditions it seems like the designer has shifted role from proving a point to create tools that makes it easy for people to discover and find their own stories. The tools are more about letting them navigate through and understand rich and varied flows of information, using their behavior as navigation. Instead of being a passive observer the user can participate in the exploration.</p>
<p><b>Here are some intriguing data visualization tools that put the user in the driver&rsquo;s seat:</b></p>
<p><a href="http://stamen.com/" target="_self"><u>Stamen design</u></a>, a small design and technology studio in San Francisco, work a lot with real time data and infographics. They created <a href="http://snapshot.trulia.com" target="_self"><u>Trulia Snapshot</u></a> that helps you localize homes for sale, and explore different variables like if it&rsquo;s cheap, expensive, newest on the market, and longest on the market.</p>
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<td style="text-align: center;"><img width="530" height="378" src="http://www.designvsart.com/blog/wp-content/uploads/stamen_trulia(2).png" alt="Trulia Snapshot" /></td>
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<p>&nbsp;</p>
<p>They also created <a href="http://oakland.crimespotting.org/" target="_self"><u>Oakland Crimespotting</u></a>, an interactive map of crimes in Oakland that helps people to sort and understand crime in cities. With this tool you can navigate hour by hour and over time.</p>
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<p><img width="530" height="271" alt="Oakland Crimespotting Screenshot" src="http://www.designvsart.com/blog/wp-content/uploads/stamen_crimespotting.png" /></p>
<p>&nbsp;</p>
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<p>Together with <a href="http://smallbatchinc.com/" target="_self"><u>Small Batch Inc</u></a>.&nbsp; Jeffrey Veen has a few data visualization projects going on, one of them is <a href="http://wikirank.com/en" target="_self"><u>Wikirank</u></a>, a tool for exploring new trends on Wikipedia, discovering comparisons between topics and sharing them with the world. He also gave an <a href="http://www.youtube.com/watch?v=NmiUsdn7qRk" target="_self"><u>inspiring talk</u></a> on the subject at Web 2.0 Expo.</p>
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<td style="text-align: center;"><img border="1" width="530" height="347" src="http://www.designvsart.com/blog/wp-content/uploads/smallbatch_wikirank.png" alt="Wikirank Screenshot" /></td>
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<p>&nbsp;</p>
<p>
The New York Times creates some really interesting data visualizations; I especially like <a href="http://www.nytimes.com/ref/us/20061228_3000FACES_TAB2.html" target="_self"><u>Casualties of war</u></a> where you can investigate casualties during war in Iraq through times. The New York Times also let the mass audience participate in their <a href="http://vizlab.nytimes.com/" target="_self"><u>Visualization lab</u></a> , creating information graphs of all sorts.</p>
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<p><img border="1" width="530" height="311" alt="Casualties of War Screenshot" src="http://www.designvsart.com/blog/wp-content/uploads/nytimes_casulties_of_war.png" /></p>
<p>&nbsp;</p>
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<p>Getty images got a whole stack of discovery tools to explore photos. One of the latest is <a target="_self" href="http://moodstream.gettyimages.com/usa/"><u>moodstream</u></a> that enable the possibility to sort pictures by mood.</p>
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<p><img width="530" height="379" src="http://www.designvsart.com/blog/wp-content/uploads/gettyimages_moodstream.png" alt="Moodstream Screenshot" /></p>
<p>&nbsp;</p>
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<p>This one is not new but I really like the visualization of Lee Byron&rsquo;s histogram <a target="_self" href="http://www.leebyron.com/what/lastfm/"><u>What have I been listening to?</u></a> that shows music listening history with data aggregated from Last.fm. With inspiration from his work Andrew Godwin created a <a target="_self" href="http://lastgraph.aeracode.org/"><u>graph generator</u></a> where you can generate your music from Last.fm, and compare with friends.</p>
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<p><img border="1" width="530" height="347" src="http://www.designvsart.com/blog/wp-content/uploads/byron_lastfm.png" alt="Byron Visualization Screenshot" /></p>
<p>&nbsp;</p>
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<p>For more inspiration check out <a target="_self" href="http://www.visualcomplexity.com/"><u>Visual complexity</u></a>, a gallery with a variety of different visualization methods.</p>
<p>
This approach, where designers let people use their own minds to draw their own conclusions isn&rsquo;t new. But with these new conditions it becomes more essential to control the flood of information that people meet every day by putting them in the driver&rsquo;s seat manipulating data in their own way, telling their own stories.</p>
<p><b><i><font>About the article&#8217;s writer: </font></i></b><i><font>Johanna Olander works as an interaction designer and visual designer at the National Library of Sweden/LIBRIS division. She mostly works with </font></i><font><a target="_self" href="http://libris.kb.se/?newPref=true"><i><u>LIBRIS</u></i></a></font><i><font>  the Swedish Union Catalogue, but also with other library related applications.</font></i></p>
<p>&nbsp;</p>
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		<title>Showing Beer Consumption with IBM&#8217;s Many Eyes</title>
		<link>http://www.designvsart.com/blog/2008/09/08/showing-beer-consumption-with-ibms-many-eyes/</link>
		<comments>http://www.designvsart.com/blog/2008/09/08/showing-beer-consumption-with-ibms-many-eyes/#comments</comments>
		<pubDate>Mon, 08 Sep 2008 15:23:07 +0000</pubDate>
		<dc:creator>Alexis Brion</dc:creator>
				<category><![CDATA[Data Organization]]></category>
		<category><![CDATA[Web]]></category>
		<category><![CDATA[Web2.0]]></category>

		<guid isPermaLink="false">http://www.designvsart.com/blog/2008/09/08/showing-beer-consumption-with-ibms-many-eyes/</guid>
		<description><![CDATA[Infographics are a way to represent information. They should be easy and quick to understand as they usually allow the reader to compare date and see details that, before, were hidden. I live in the Bavarian capital, Munich, one of the biggest cities in Germany. Here, every year the Oktoberfest, a huge beer-drinking party, takes [...]]]></description>
			<content:encoded><![CDATA[<p><span style="font-size: x-large;"><b>I</b></span>nfographics are a way to represent information. They should be easy and quick to understand as they usually allow the reader to compare date and see details that, before, were hidden.</p>
<p>I live in the Bavarian capital, Munich, one of the biggest cities in Germany. Here, every year the <a title="Read about the Oktoberfest in Wikipedia" target="_self" href="http://en.wikipedia.org/wiki/Oktoberfest"><u>Oktoberfest</u></a>, a huge beer-drinking party, takes place. Looking for information I&#8217;ve found the consumption of beer and roast chicken since the year 1980. I&#8217;ve also found the number of visitors and put all that data together.</p>
<p>As one plays with the graph, it is possible to see that as the number of visitors was going down, the liters of beers has been growing, with a huge jump in the last decade. This means that the people are drinking more alcohol (I&#8217;m not judging this behavior, just showing the numbers).</p>
<p>I thought it was interesting to notice how a graphic could open our eyes and wanted to share it with you:</p>
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<td><script type="text/javascript" src="http://services.alphaworks.ibm.com/manyeyes/api/v1/snapshot/89ade5ae1c293b62011c427415e93eb9.js"></script></td>
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<p>&nbsp;</p>
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		<title>Designs on Public Transportation Directions</title>
		<link>http://www.designvsart.com/blog/2008/06/09/designs-on-public-transportation-directions/</link>
		<comments>http://www.designvsart.com/blog/2008/06/09/designs-on-public-transportation-directions/#comments</comments>
		<pubDate>Mon, 09 Jun 2008 14:27:45 +0000</pubDate>
		<dc:creator>Alexis Brion</dc:creator>
				<category><![CDATA[Data Organization]]></category>
		<category><![CDATA[Good Design]]></category>
		<category><![CDATA[Interfaces]]></category>
		<category><![CDATA[Transport]]></category>
		<category><![CDATA[Usability]]></category>
		<category><![CDATA[Web]]></category>

		<guid isPermaLink="false">http://www.designvsart.com/blog/2008/06/09/designs-on-public-transportation-directions/</guid>
		<description><![CDATA[Google public transportation directions is a great tool. With it you can easily know how to get to an specific place using the best combination of buses, trains and other kinds of public transportation. This could be a great success in Europe, where people are used to go everywhere by public transportation. &#160; The Power [...]]]></description>
			<content:encoded><![CDATA[<p><span style="font-size: x-large;"><b>G</b></span>oogle public transportation directions is a great tool. With it you can easily know how to get to an specific place using the best combination of buses, trains and other kinds of public transportation. This could be a great success in Europe, where people are used to go everywhere by public transportation.</p>
<p>&nbsp;</p>
<p><span style="font-size: medium;"><b>The Power of Design</b></span></p>
<p>This kind of websites already exist in Europe but it is usually offered by local companies, like the city-specific <a href="http://www.tfl.gov.uk/modalpages/2625.aspx" target="_self"><u>Transport for London</u></a> website. Unfortunately, most of these were not very successful adapting for the web great design developed previously for paper. Last weekend I stopped by the Munich central station to get a paper timetable, old style but easy to understand, even if you don&#8217;t speak German language. This is the German Trains timetable for the Berlin &#8211; Munich connection:</p>
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<p>(click to enlarge)</p>
<p><a href="http://www.designvsart.com/blog/wp-content/uploads/Deutsche Bahn Timetable.jpg"><img width="530" height="317" border="1" src="http://www.designvsart.com/blog/wp-content/uploads/Deutsche Bahn Timetable.jpg" alt="German Trains Timetable For Berlin - Munich" /></a></p>
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<p>&nbsp;</p>
<p>The Copenhagen city transport website has a less lucky approach, as you can see in the picture below, reading is not that easy. (I use Copenhagen as an example but this is actually happening in several European cities like Munich, London and others).</p>
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<p style="text-align: center;">(click to enlarge)</p>
<p style="text-align: center;"><a href="http://www.designvsart.com/blog/wp-content/uploads/Copenhagen Journey.jpg"><img width="530" height="357" border="1" alt="Copenhagen City Transport Journey Plan" src="http://www.designvsart.com/blog/wp-content/uploads/Copenhagen Journey.jpg" /></a></p>
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<p>&nbsp;</p>
<p><span style="font-size: large;"><b>The Google Design</b></span></p>
<p>The Google Maps approach is by far the best I have found. It is clear, fast and has a printer friendly version. It is also highly interactive, something that others don&#8217;t have: e.g. the Munich website displays maps only in PDF format (horrible.)</p>
<p>If you are not familiar with the Google public transportation service, have a look at the following video for a quick introduction.&nbsp;</p>
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<td style="text-align: center;"><object width="425" height="349"><param name="movie" value="http://www.youtube.com/v/MngAUnhDDbg&#038;hl=en&#038;rel=0&#038;color1=0x3a3a3a&#038;color2=0x999999&#038;border=1"></param><embed src="http://www.youtube.com/v/MngAUnhDDbg&#038;hl=en&#038;rel=0&#038;color1=0x3a3a3a&#038;color2=0x999999&#038;border=1" type="application/x-shockwave-flash" width="425" height="349"></embed></object></p>
<p>&nbsp;<a href="http://www.designvsart.com/blog/wp-content/uploads/From San Francisco Map.jpg" target="_self"><br />
            </a></p>
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<p><span style="font-size: large;"><b>Some Problems</b></span></p>
<p>Although I love the public transit directions on <a target="_self" href="http://maps.google.com/help/maps/transit/bayarea/"><u>Google Maps</u></a> I have some worries:</p>
<p><b>1. </b>Every time I use Google Maps a new button is placed on the map,</p>
<p><b>2. </b>Why can I edit origin and destination from several places?</p>
<p><b>3. </b>Some little things (like the bar at the top of the page) make me think that the whole thing could soon become cluttered.&nbsp;</p>
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<p>(click to enlarge)</p>
<p><a href="http://www.designvsart.com/blog/wp-content/uploads/From San Francisco Map with Numbers.jpg"><img width="530" height="301" border="1" alt="Google Maps Public Transit Screenshot " src="http://www.designvsart.com/blog/wp-content/uploads/From San Francisco Map with Numbers.jpg" /></a></p>
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<p>&nbsp;</p>
<p><span style="font-size: medium;"><b>More Info</b></span></p>
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<td><img width="100" height="126" align="right" alt="" src="http://www.edwardtufte.com/tufte/graphics/ei_bookcover.gif" /></td>
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<p>If you are interested on maps and timetable designs I recommend Edward Tufte&#8217;s book, &quot;Envisioning Information&quot; for a great inside on the topic.</p>
<p><a href="http://www.edwardtufte.com/tufte/books_ei" target="_self"><u>Tufte&#8217;s Website</u></a></p>
<p>&nbsp;</p>
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		<title>Google Analytics Benchmarking: Information Party</title>
		<link>http://www.designvsart.com/blog/2008/03/22/google-analytics-benchmarking-information-party/</link>
		<comments>http://www.designvsart.com/blog/2008/03/22/google-analytics-benchmarking-information-party/#comments</comments>
		<pubDate>Fri, 21 Mar 2008 22:14:11 +0000</pubDate>
		<dc:creator>Alexis Brion</dc:creator>
				<category><![CDATA[Data Organization]]></category>
		<category><![CDATA[Good Design]]></category>
		<category><![CDATA[Interfaces]]></category>
		<category><![CDATA[Usability]]></category>
		<category><![CDATA[Web]]></category>

		<guid isPermaLink="false">http://www.designvsart.com/blog/2008/03/22/google-analytics-benchmarking-information-party/</guid>
		<description><![CDATA[Finally Google Analytics Benchmarking was activated on my account. Some days ago I got an email about it but the feature was not immediatly activated. I was not sure what that could be&#8230; now I&#8217;m a little bit impress. I like Analytics Benchmarking. Basically, it compares the performance of the tracked website with other similar [...]]]></description>
			<content:encoded><![CDATA[<p>Finally Google Analytics Benchmarking was activated on my account. Some days ago I got an email about it but the feature was not immediatly activated. I was not sure what that could be&#8230; now I&#8217;m a little bit impress.</p>
<p>I like Analytics Benchmarking. Basically, it compares the performance of the tracked website with other similar sites. In order to compare information it requires the user to allow Google to &quot;anonimouslly&quot; analyze the information. Now I understand why this feature was not available at the beginning, they had to ask the people to share the data first.</p>
<p><b>I take this opportunity to write about the Google Analytics interface:</b></p>
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<p style="text-align: center;">This graphic shows the average time on site for a website compared to average data from other similar ones. In my opinion graphics at Google Analytics are very clear, with the important information in a prominent typography.</p>
<p style="text-align: center;"><img width="398" height="247" border="1" alt="Time on Site Graph" src="http://www.designvsart.com/blog/wp-content/uploads/time on site.png" /></p>
<p style="text-align: center;">&nbsp;</p>
<p style="text-align: center;">When the user hover over an specif part of the data line additional information is displayed on a floating window. This is an excellent approach, the behavior is what a normal user could expect and pop-ups are avoided.</p>
<p style="text-align: center;"><img width="397" height="246" border="1" alt="New Visits Graph" src="http://www.designvsart.com/blog/wp-content/uploads/new visits.png" /></p>
<p style="text-align: center;">&nbsp;</p>
<p style="text-align: center;">Google Analytics is great but the only thing I don&#8217;t like about this new feature, Analytics Benchmarking, is that too many graphics are placed together. At one point I didn&#8217;t know which numbers belong to which graphic. To improve usability, a solution could be to place graphics and information in boxes or divide them with a simple line. (This is just an extract, the size of the browser window.)</p>
<p style="text-align: center;"><img width="407" height="647" border="1" alt="Several Graphs" src="http://www.designvsart.com/blog/wp-content/uploads/analytics.png" /></p>
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<p>Do you like the Google Analytics interface?</p>
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		<title>5 Design Examples To Organize Data Alphabetically</title>
		<link>http://www.designvsart.com/blog/2008/03/05/5-design-examples-to-organize-data-alphabetically/</link>
		<comments>http://www.designvsart.com/blog/2008/03/05/5-design-examples-to-organize-data-alphabetically/#comments</comments>
		<pubDate>Wed, 05 Mar 2008 05:09:01 +0000</pubDate>
		<dc:creator>Alexis Brion</dc:creator>
				<category><![CDATA[Content]]></category>
		<category><![CDATA[Data Organization]]></category>

		<guid isPermaLink="false">http://www.designvsart.com/blog/2008/03/05/5-design-examples-to-organize-data-alphabetically/</guid>
		<description><![CDATA[Organizing data alphabetically might not be the most common way to get data together but it could be a good solution for particular web designs. In which cases organizing and browsing data alphabetically could be an interesting option? - If the items listed are not related (e.g. no categories) - If those item names are [...]]]></description>
			<content:encoded><![CDATA[<p>Organizing data alphabetically might not be the most common way to get data together but it could be a good solution for particular web designs.</p>
<p><b>In which cases organizing and browsing data alphabetically could be an interesting option?</b></p>
<p>- If the items listed are not related (e.g. no categories)<br />
- If those item names are well-known<br />
- It could help users to find items very fast if it&#8217;s well design<br />
- Placing all items in one long page will allow users to search using the browser search function, saving a lot of time</p>
<p><b> Organizing data alphabetically could have some problems too:</b></p>
<p>- Looking for an entry for &quot;For Whom the Bell Tolls&quot;; would you look at the F or at the W section?<br />
- It&#8217;s not going to help users if their mental model sort those items into known categories<br />
- If the design is placing one letter per page users will have to look for items in several pages, being this a time consuming task</p>
<p>I wouldn&#8217;t recommend to have an alphabetical index as the only way to browse content but I would have it as an option that could help users an save them a lot of time. </p>
<p><b> Here I have five examples:&nbsp; </b></p>
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<p>The Internet Movie Database website gives us an example of both when to use and when not to use alphabetical order. First, looking for films by country works perfectly. On the second example, the &quot;A&quot; section is listing several thousands of films. That crushed my browser and makes the search almost useless.</p>
<p><img width="502" height="616" border="1" alt="IMDB Index Example" src="http://www.designvsart.com/blog/wp-content/uploads/imdb01.png" /></p>
<p><img width="520" height="510" border="1" alt="IMDB Index Example 2" src="http://www.designvsart.com/blog/wp-content/uploads/imdb02.png" /></p>
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<p>&nbsp;</p>
<p style="text-align: center;">TechCrunch, the blog, provides an index of companies and products. This solution works well here as users visiting this section might know the name of the specific company or product they are looking for. Maybe dividing the list to indicate the beginning of each letter would have been better.</p>
<p style="text-align: center;"><img width="520" height="476" border="1" alt="TechCrunch Index Example" src="http://www.designvsart.com/blog/wp-content/uploads/techcrunch(1).png" /></p>
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<p style="text-align: center;">7 Eleven might not have the most appealing design but has a nice product index. Most users visiting this section might be looking for an specific product. This product index works well, listing all products in one page with direct links to letter sections and a &quot;back to the top&quot; link.</p>
<p style="text-align: center;"><img width="520" height="512" border="1" alt="7Eleven Index Example" src="http://www.designvsart.com/blog/wp-content/uploads/7eleven.png" /></p>
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<p style="text-align: center;">The United Kingdom Parliament uses an index to put in one place links to all the content provided by the website. They have one page per letter but the user still has the possibility to see the whole list together clicking on the &quot;view all&quot; link located under the letter index.</p>
<p style="text-align: center;"><img width="498" height="558" border="1" alt="UK Parliament Index Example" src="http://www.designvsart.com/blog/wp-content/uploads/ukparliament.png" /></p>
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<p style="text-align: center;">The Today in Literature website provides an alphabetical index of authors. This is a nice example how browsing alphabetically can help users.</p>
<p style="text-align: center;"><img width="452" height="714" border="1" alt="Today in Literature Index Example" src="http://www.designvsart.com/blog/wp-content/uploads/todayinliterature.png" /></p>
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