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	<title>FlowingData &#187; Economics</title>
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	<link>http://flowingdata.com</link>
	<description>Strength in Numbers</description>
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		<item>
		<title>Big Mac Index</title>
		<link>http://flowingdata.com/2011/08/04/big-mac-index/</link>
		<comments>http://flowingdata.com/2011/08/04/big-mac-index/#comments</comments>
		<pubDate>Thu, 04 Aug 2011 10:16:12 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Big Mac Index]]></category>
		<category><![CDATA[Economist]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=18185</guid>
		<description><![CDATA[<p><a href="http://flowingdata.com/2011/08/04/big-mac-index/"><img width="595" height="404" src="http://flowingdata.com/wp-content/uploads/2011/08/Big-Mac-Index-Economist.gif" class="attachment-medium wp-post-image" alt="Big Mac Index - Economist" title="Big Mac Index - Economist" /></a></p>The Economist updates their Big Mac Index, which as we all know, is the most accurate way to measure the &#8230;]]></description>
			<content:encoded><![CDATA[<p><a href="http://flowingdata.com/2011/08/04/big-mac-index/"><img width="595" height="404" src="http://flowingdata.com/wp-content/uploads/2011/08/Big-Mac-Index-Economist.gif" class="attachment-medium wp-post-image" alt="Big Mac Index - Economist" title="Big Mac Index - Economist" /></a></p><p>The Economist <a href="http://www.economist.com/blogs/dailychart/2011/07/big-mac-index">updates their Big Mac Index</a>, which as we all know, is the most accurate way to measure the global economy:</p>
<blockquote><p>It is based on the theory of purchasing-power parity (PPP), the notion that in the long run exchange rates should move towards the rate that would equalise the prices of a basket of goods and services around the world. At market exchange rates, a burger is 44% cheaper in China than in America. In other words, the raw Big Mac index suggests that the yuan is 44% undervalued against the dollar. But we have long warned that cheap burgers in China do not prove that the yuan is massively undervalued. Average prices should be lower in poor countries than in rich ones because labour costs are lower. The chart above shows a strong positive relationship between the dollar price of a Big Mac and GDP per person.</p></blockquote>
<p>When adjusted for GDP, we can see where Big Macs are actually expensive: Brazil, Argentina, and Sweden. I guess there's a premium on special sauce over there.</p>
<p>[<a href="http://www.economist.com/blogs/dailychart/2011/07/big-mac-index">The Economist</a> via <a href="http://kottke.org/11/08/the-big-mac-index">kottke</a>]</p>
<h4>Related</h4><p><ul>
<li><a href='http://flowingdata.com/2007/07/12/gas-prices-over-time-2000-2006/' rel='bookmark' title='Gas Prices Over Time, 2000-2006'>Gas Prices Over Time, 2000-2006</a></li>
<li><a href='http://flowingdata.com/2011/03/22/are-gas-prices-really-that-high/' rel='bookmark' title='Are gas prices really that high?'>Are gas prices really that high?</a></li>
<li><a href='http://flowingdata.com/2011/03/15/chinese-provinces-compared-to-countries/' rel='bookmark' title='Chinese provinces compared to countries'>Chinese provinces compared to countries</a></li>
</ul></p>]]></content:encoded>
			<wfw:commentRss>http://flowingdata.com/2011/08/04/big-mac-index/feed/</wfw:commentRss>
		<slash:comments>8</slash:comments>
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		<item>
		<title>Is the Economy Getting Ready to Turn Around?</title>
		<link>http://flowingdata.com/2009/07/06/is-the-economy-getting-ready-to-turn-around/</link>
		<comments>http://flowingdata.com/2009/07/06/is-the-economy-getting-ready-to-turn-around/#comments</comments>
		<pubDate>Mon, 06 Jul 2009 07:34:03 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Infographics]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=2053</guid>
		<description><![CDATA[<a href="http://flowingdata.com/2009/07/06/is-the-economy-getting-ready-to-turn-around/" title="Is the Economy Getting Ready to Turn Around?"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/turn_around.cz1ag5cwu4g0440cck04k8cs8.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="372" alt="Is the Economy Getting Ready to Turn Around?" ></a>Is the economy going to turn around any time soon? How does this economic swing compare to previous cycles? Amanda &#8230;]]></description>
			<content:encoded><![CDATA[<a href="http://flowingdata.com/2009/07/06/is-the-economy-getting-ready-to-turn-around/" title="Is the Economy Getting Ready to Turn Around?"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/turn_around.cz1ag5cwu4g0440cck04k8cs8.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="372" alt="Is the Economy Getting Ready to Turn Around?" ></a><p>Is the economy going to turn around any time soon? How does this economic swing compare to previous cycles? Amanda Cox et al of the New York Times explores these ever so important questions in her recent <a href="http://www.nytimes.com/interactive/2009/07/02/business/economy/20090705-cycles-graphic.html">nine-part interactive series</a>. </p>
<p>In a nutshell, the series is a story of business cycles starting at expansion, to slowdown, then downturn, to recovery, and we go in circles:</p>
<p><img src="http://flowingdata.com/wp-content/uploads/2009/07/business-cycle.png" alt="business cycle" title="business cycle" width="545" height="304" class="alignnone size-full wp-image-2056" /></p>
<p>From there, we see the current cycle via industrial production in comparison to not just previous cycles (1969 to present), but also <a href="http://www.oecd.org">OECD</a> leading indicators. It's animated, it's interactive, it's sexy.</p>
<p>Go take a look for yourself. It's pretty interesting once you take a couple of minutes to wrap your head around what you're seeing. I'm thoroughly impressed, and I feel a little bit smarter, which is saying something, because I'm an economic buffoon. </p>
<p>What do you think - is this interactive totally awesome or is the material kind of over your head?</p>
<h3>Other Versions</h3>
<p>This of course is not the first time this data has been visualized. Here are three other versions. Two use a similar concept while the remaining uses an indexed time series. However, while similar, the goals of each are different.</p>
<p>This one is from the <a href="http://www.cbs.nl/en-GB/menu/themas/dossiers/conjunctuur/publicaties/conjunctuurbericht/inhoud/conjunctuurklok/conjunctuurklok2.htm">Bureau of Statistics in Netherlands</a>:</p>
<p><img src="http://flowingdata.com/wp-content/uploads/2009/07/cbs-545x346.png" alt="cbs" title="cbs" width="545" height="346" class="alignnone size-medium wp-image-2092" /></p>
<p>This one form the <a href="http://stats.oecd.org/mei/bcc/default.html">OECD</a>:</p>
<p><img src="http://flowingdata.com/wp-content/uploads/2009/07/oecd-545x413.png" alt="oecd" title="oecd" width="545" height="413" class="alignnone size-medium wp-image-2093" /></p>
<p>Finally, this is from the <a href="http://research.stlouisfed.org/fred2/series/INDPRO">Federal Reserve Bank of St. Louis</a>:</p>
<p><img src="http://flowingdata.com/wp-content/uploads/2009/07/stlousfed-545x331.png" alt="stlousfed" title="stlousfed" width="545" height="331" class="alignnone size-medium wp-image-2094" /></p>
<p>The NYT version plays out like a news story; the Netherlands and OECD ones are more like analysis tools with filters and more indicators; and the St. Louis fed uses a more traditional chart. </p>
<p>It's pretty clear which is better aesthetically, but what about from a data perspective? </p>
<h4>Related</h4><p><ul>
<li><a href='http://flowingdata.com/2008/10/24/playboy-playmate-curves-and-the-state-of-the-economy/' rel='bookmark' title='Playboy Playmate Curves and the State of the Economy'>Playboy Playmate Curves and the State of the Economy</a></li>
<li><a href='http://flowingdata.com/2009/03/26/check-in-on-the-state-of-the-economy/' rel='bookmark' title='Check In on the State of the Economy'>Check In on the State of the Economy</a></li>
<li><a href='http://flowingdata.com/2009/11/17/visualize-this-class-size-and-sat-scores-your-turn/' rel='bookmark' title='Visualize This: Class Size and Quality of Education. Your Turn'>Visualize This: Class Size and Quality of Education. Your Turn</a></li>
</ul></p>]]></content:encoded>
			<wfw:commentRss>http://flowingdata.com/2009/07/06/is-the-economy-getting-ready-to-turn-around/feed/</wfw:commentRss>
		<slash:comments>9</slash:comments>
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		<title>Business Valuation Calculator Like Trendalyzer With Style</title>
		<link>http://flowingdata.com/2009/06/18/business-valuation-calculator-like-trendalyzer-with-style/</link>
		<comments>http://flowingdata.com/2009/06/18/business-valuation-calculator-like-trendalyzer-with-style/#comments</comments>
		<pubDate>Thu, 18 Jun 2009 07:50:31 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Infographics]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=1798</guid>
		<description><![CDATA[<a href="http://flowingdata.com/2009/06/18/business-valuation-calculator-like-trendalyzer-with-style/" title="Business Valuation Calculator Like Trendalyzer With Style"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/business_valuation_calculator.aj86p23atxc080k4ccgc4kww4.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="440" alt="Business Valuation Calculator Like Trendalyzer With Style" ></a>Inc.com just released their annual valuation guide for 2009, which allows business owners to gauge the value of their, uh, &#8230;]]></description>
			<content:encoded><![CDATA[<a href="http://flowingdata.com/2009/06/18/business-valuation-calculator-like-trendalyzer-with-style/" title="Business Valuation Calculator Like Trendalyzer With Style"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/business_valuation_calculator.aj86p23atxc080k4ccgc4kww4.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="440" alt="Business Valuation Calculator Like Trendalyzer With Style" ></a><p>Inc.com just released their <a href="http://www.inc.com/valuation">annual valuation guide</a> for 2009, which allows business owners to gauge the value of their, uh, business. At the center of this guide is an interactive "business valuation calculator" by Tommy McCall. I guess the best way to describe the graphic is <a href="http://flowingdata.com/2007/07/06/hans-rosling-providing-data-inspiring-change/">Trendalyzer</a> with some style and added functionality.</p>
<p>Each dot represents an industry and the position on the chart indicates whether the companies in that industry are priced high or low. Press the play button and watch how prices change between 2002 and now.</p>
<p>Finally, if you've got a business of your own, enter your own values to for a custom value estimate.</p>
<p>[Thanks, Sarah]</p>
<h4>Related</h4><p><ul>
<li><a href='http://flowingdata.com/2011/04/17/business-intelligence-vs-infotainment/' rel='bookmark' title='Business intelligence vs. infotainment'>Business intelligence vs. infotainment</a></li>
<li><a href='http://flowingdata.com/2007/11/02/business-of-death-video-from-good-magazine/' rel='bookmark' title='Business of Death Video from GOOD Magazine'>Business of Death Video from GOOD Magazine</a></li>
<li><a href='http://flowingdata.com/2011/02/16/how-tech-tools-have-changed-todays-prostitution-business/' rel='bookmark' title='How tech tools have changed today&#8217;s prostitution business'>How tech tools have changed today&#8217;s prostitution business</a></li>
</ul></p>]]></content:encoded>
			<wfw:commentRss>http://flowingdata.com/2009/06/18/business-valuation-calculator-like-trendalyzer-with-style/feed/</wfw:commentRss>
		<slash:comments>1</slash:comments>
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		<title>Alternate View of Obama&#8217;s $819 billion Stimulus Package</title>
		<link>http://flowingdata.com/2009/02/11/alternate-view-of-obamas-819-billion-stimulus-package/</link>
		<comments>http://flowingdata.com/2009/02/11/alternate-view-of-obamas-819-billion-stimulus-package/#comments</comments>
		<pubDate>Wed, 11 Feb 2009 10:10:42 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Infographics]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=1351</guid>
		<description><![CDATA[<a href="http://flowingdata.com/2009/02/11/alternate-view-of-obamas-819-billion-stimulus-package/" title="Alternate View of Obama&#8217;s $819 billion Stimulus Package"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/washington_post.c1bkf5x1sxkwwwk8c8wws8og0.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="1267" alt="Alternate View of Obama&#8217;s $819 billion Stimulus Package" ></a>OK, so we saw CreditLoan's representation of Obama's stimulus package. Here's Washington Post's take on the breakdown with a combination &#8230;]]></description>
			<content:encoded><![CDATA[<a href="http://flowingdata.com/2009/02/11/alternate-view-of-obamas-819-billion-stimulus-package/" title="Alternate View of Obama&#8217;s $819 billion Stimulus Package"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/washington_post.c1bkf5x1sxkwwwk8c8wws8og0.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="1267" alt="Alternate View of Obama&#8217;s $819 billion Stimulus Package" ></a><p>OK, so we saw CreditLoan's <a href="http://flowingdata.com/2009/02/11/creditloan-maps-out-obamas-economic-stimulus-plan/">representation</a> of Obama's stimulus package. Here's Washington Post's <a href="http://www.washingtonpost.com/wp-dyn/content/graphic/2009/02/01/GR2009020100154.html">take on the breakdown</a> with a combination of bar charts, bubbles, and a stacked graph chart for time - and the numbers seem to all add up correctly. I don't like the bubbles that look like dangling ornaments though. CreditLoan's is more readable, but maybe that has to do with the Post's version being made for print and the other made for online. What do you think - which version works best for you?</p>
<p>[via <a href="http://www.ritholtz.com/blog/2009/02/taking-apart-the-819-billion-stimulus-package/">The Big Picture</a>]</p>
]]></content:encoded>
			<wfw:commentRss>http://flowingdata.com/2009/02/11/alternate-view-of-obamas-819-billion-stimulus-package/feed/</wfw:commentRss>
		<slash:comments>11</slash:comments>
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		<title>CreditLoan Maps Out Obama&#8217;s Economic Stimulus Plan</title>
		<link>http://flowingdata.com/2009/02/11/creditloan-maps-out-obamas-economic-stimulus-plan/</link>
		<comments>http://flowingdata.com/2009/02/11/creditloan-maps-out-obamas-economic-stimulus-plan/#comments</comments>
		<pubDate>Wed, 11 Feb 2009 08:43:42 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Infographics]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=1350</guid>
		<description><![CDATA[<a href="http://flowingdata.com/2009/02/11/creditloan-maps-out-obamas-economic-stimulus-plan/" title="CreditLoan Maps Out Obama&#8217;s Economic Stimulus Plan"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/stimulus.6v449yj0ql8g4s8w808gc80c4.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="225" alt="CreditLoan Maps Out Obama&#8217;s Economic Stimulus Plan" ></a>President Barack Obama has a $800 billion+ economic stimulus package in the works. That's a lot of dough. Where's it &#8230;]]></description>
			<content:encoded><![CDATA[<a href="http://flowingdata.com/2009/02/11/creditloan-maps-out-obamas-economic-stimulus-plan/" title="CreditLoan Maps Out Obama&#8217;s Economic Stimulus Plan"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/stimulus.6v449yj0ql8g4s8w808gc80c4.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="225" alt="CreditLoan Maps Out Obama&#8217;s Economic Stimulus Plan" ></a><p>President Barack Obama has a $800 billion+ economic stimulus package in the works. That's a lot of dough. Where's it all going? CreditLoan provides <a href="http://www.creditloan.com/infographics/obamas-economic-stimulus-plan-mapped-out/">the breakdown</a> in bubbles, bubbles, and more bubbles. Fill color indicates what the money will be used for (e.g. tax cuts, human capital) and border color shows where the money goes to (e.g. government, people, business). </p>
<p>The information is organized nicely and the graphic is attractive, but it probably needs a good bit of fact checking. Some quick calculator work indicates a lot of the numbers don't add up right. I'm sure there are some rounding errors, but there are some pretty big discrepancies. Ideas anyone? I don't have the patience to go through all the comments on the original post to find out, but I suggest you take the graphic with a grain of salt. </p>
<p>[Thanks, Pavan]</p>
<h4>Related</h4><p><ul>
<li><a href='http://flowingdata.com/2009/02/11/alternate-view-of-obamas-819-billion-stimulus-package/' rel='bookmark' title='Alternate View of Obama&#8217;s $819 billion Stimulus Package'>Alternate View of Obama&#8217;s $819 billion Stimulus Package</a></li>
<li><a href='http://flowingdata.com/2009/09/09/stimulus-funding-map-is-slick-as-hell/' rel='bookmark' title='Stimulus Funding Map is &#8216;Slick as Hell&#8217;'>Stimulus Funding Map is &#8216;Slick as Hell&#8217;</a></li>
<li><a href='http://flowingdata.com/2010/10/14/explanation-of-current-economic-slump/' rel='bookmark' title='Explanation of current economic slump'>Explanation of current economic slump</a></li>
</ul></p>]]></content:encoded>
			<wfw:commentRss>http://flowingdata.com/2009/02/11/creditloan-maps-out-obamas-economic-stimulus-plan/feed/</wfw:commentRss>
		<slash:comments>5</slash:comments>
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		<title>Using Data Visualization to Forecast Financial Markets</title>
		<link>http://flowingdata.com/2008/11/20/using-data-visualization-to-forecast-financial-markets/</link>
		<comments>http://flowingdata.com/2008/11/20/using-data-visualization-to-forecast-financial-markets/#comments</comments>
		<pubDate>Thu, 20 Nov 2008 08:19:09 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Statistical Visualization]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=1127</guid>
		<description><![CDATA[This is a guest post by Simit Patel of InformedTrades, which offers free advice on trading stocks. While many investors &#8230;]]></description>
			<content:encoded><![CDATA[<p><em>This is a guest post by Simit Patel of <a href="http://informedtrades.com" rel="nofollow">InformedTrades</a>, which offers free advice on trading stocks.</em></p>
<p>While many investors use economic and fundamental factors to identify investment opportunities -- i.e. whether a company has good management and is in a growth industry, or how it will be affected by macroeconomic conditions -- ultimately the price of an asset comes down to two things: supply and demand. The demand for buying vs the demand of selling. By visualizing the movement of price assets, we can gain an understanding of the psychology of the market as a whole, and thus what direction the price will go.</p>
<p>Let's look at the exchange rate of the Euro vs. the US dollar to see how this works.</p>
<p><img src="http://flowingdata.com/wp-content/uploads/2008/11/informed-trades.gif" alt="" title="informed trades" width="500" height="540" class="alignnone size-medium wp-image-1128" /></p>
<p>The Euro-US dollar exchange rate has been in steady down trend since July of 2008. Recently, however, the market has been consolidating some of its movements. You'll notice the price makes a triangle shape of late; in other words, it is making lower highs and higher lows on a daily basis. Put simply, its range is contracting. The triangle is identified by drawing two trendlines -- one that tracks the fact that highs are declining, and another one that shows that lows are rising.</p>
<p>For traders, there is one key question: when is the market going to break out of the triangle? When the market breaks out of the triangle, it would suggest that the battle between buying and selling demand has been won by one side (at least for the short-term). As such, many traders will short sell (i.e. place a bet that the price will fall) if the price breaks out of the triangle to the downside; conversely, they will enter a buy order if the market breaks out of the triangle to the upside. In the chart above, the EURUSD exchange rate fell below the bottom triangle line, and then proceeded to fall even more. It was a sign that selling demand has the upper hand.</p>
<h4>Related</h4><p><ul>
<li><a href='http://flowingdata.com/2008/10/22/whos-leading-whom-predictive-markets-versus-polls/' rel='bookmark' title='Who&#8217;s Leading Whom?  Predictive Markets Versus Polls'>Who&#8217;s Leading Whom?  Predictive Markets Versus Polls</a></li>
<li><a href='http://flowingdata.com/2008/08/15/is-there-a-market-for-premium-online-data-visualization/' rel='bookmark' title='Is There a Market for Premium Online Data Visualization?'>Is There a Market for Premium Online Data Visualization?</a></li>
<li><a href='http://flowingdata.com/2009/03/13/27-visualizations-and-infographics-to-understand-the-financial-crisis/' rel='bookmark' title='27 Visualizations and Infographics to Understand the Financial Crisis'>27 Visualizations and Infographics to Understand the Financial Crisis</a></li>
</ul></p>]]></content:encoded>
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		<slash:comments>3</slash:comments>
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		<title>European Economic Weather Map &#8211; Sudden Change in Outlook</title>
		<link>http://flowingdata.com/2008/10/31/european-economic-weather-map-sudden-change-in-outlook/</link>
		<comments>http://flowingdata.com/2008/10/31/european-economic-weather-map-sudden-change-in-outlook/#comments</comments>
		<pubDate>Fri, 31 Oct 2008 07:29:39 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Mapping]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=1099</guid>
		<description><![CDATA[<a href="http://flowingdata.com/2008/10/31/european-economic-weather-map-sudden-change-in-outlook/" title="European Economic Weather Map &#8211; Sudden Change in Outlook"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/european_weather_map.663llddc648wgw4sk4sc04woc.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="354" alt="European Economic Weather Map &#8211; Sudden Change in Outlook" ></a>In this map from the Financial Times, the state of Europe's economy is shown like a weather map. A cloud &#8230;]]></description>
			<content:encoded><![CDATA[<a href="http://flowingdata.com/2008/10/31/european-economic-weather-map-sudden-change-in-outlook/" title="European Economic Weather Map &#8211; Sudden Change in Outlook"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/european_weather_map.663llddc648wgw4sk4sc04woc.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="354" alt="European Economic Weather Map &#8211; Sudden Change in Outlook" ></a><p>In <a href="http://www.ft.com/cms/s/0/3af6c64c-9eb6-11dd-98bd-000077b07658.html?nclick_check=1">this map</a> from the Financial Times, the state of Europe's economy is shown like a weather map. A cloud with a lightning bolt represents a "sudden change in outlook, outlook uncertain." There's nothing but gray skies ahead, I'm afraid. Oh, but wait, what's that? Cyprus has some sun peaking out over the cloud: "Clouds over growth with some sunny prospects." There is hope.</p>
<p>[via <a href="http://bigpicture.typepad.com/comments/2008/10/economic-weathe.html">The Big Picture</a> | Thanks, Michael]</p>
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		<slash:comments>3</slash:comments>
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		<title>Playboy Playmate Curves and the State of the Economy</title>
		<link>http://flowingdata.com/2008/10/24/playboy-playmate-curves-and-the-state-of-the-economy/</link>
		<comments>http://flowingdata.com/2008/10/24/playboy-playmate-curves-and-the-state-of-the-economy/#comments</comments>
		<pubDate>Fri, 24 Oct 2008 07:39:45 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Data Sources]]></category>
		<category><![CDATA[Economics]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=1076</guid>
		<description><![CDATA[Terry Pettijohn and Brian Jungeberg of Mercyhurst College took a very close look at the curves, um, measurements of past &#8230;]]></description>
			<content:encoded><![CDATA[<p><img src="http://flowingdata.com/wp-content/uploads/2008/10/playboy-bunny-97x150.jpg" alt="" title="playboy bunny" width="97" height="150" class="alignnone size-thumbnail wp-image-1077 img-right" align="right" /><a href="http://psp.sagepub.com/cgi/content/abstract/30/9/1186">Terry Pettijohn and Brian Jungeberg</a> of Mercyhurst College took a very close look at the curves, um, measurements of past Playboy <em>Playmates of the Year</em> in relation to the state of the economy.</p>
<p>Here's the abstract from their paper (bold added to emphasize point of interest):</p>
<blockquote><p>Past research has investigated ideals of beauty and how these ideals have changed across time. In the current study, facial and body characteristics of Playboy Playmates of the Year from 1960-2000 were identified and investigated to explore their relationships with U.S. social and economic factors. <strong>Playmate of the Year age, body feature measures, and facial feature measurements were correlated with a general measure of social and economic hard times.</strong> Consistent with Environmental Security Hypothesis predictions, when social and economic conditions were difficult, older, heavier, taller Playboy Playmates of the Year with larger waists, smaller eyes, larger waist-to-hip ratios, smaller bust-to-waist ratios, and smaller body mass index values were selected. These results suggest that environmental security may influence perceptions and preferences for women with certain body and facial features.</p></blockquote>
<h2>How would you visualize the data?</h2>
<p>The data, past Playmate measurements, were made available. You can <a href="http://datasets.flowingdata.com/playboy_bust.csv">download them here</a> in CSV format. Do the data really show a correlation? If so, how strong? Gold star goes to the best visualization of the data.</p>
<p>[via <a href="http://www.marginalrevolution.com/marginalrevolution/2008/10/the-playmate-in.html">Marginal Revolution</a> and <a href="http://www.kottke.org/08/10/survival-of-the-fittest-playboy-playmate">kottke</a>]</p>
<p>UPDATE: John S. did some plotting in R. Notice anything interesting?</p>
<p><img src="http://flowingdata.com/wp-content/uploads/2008/10/playmates-545x507.png" alt="" title="playmates" width="545" height="507" class="alignnone size-medium wp-image-1092" /></p>
<h4>Related</h4><p><ul>
<li><a href='http://flowingdata.com/2009/02/12/wired-relates-playboy-playmate-bmi-and-average-bmi-1954-2008/' rel='bookmark' title='Wired Relates Playboy Playmate BMI and Average BMI, 1954-2008'>Wired Relates Playboy Playmate BMI and Average BMI, 1954-2008</a></li>
<li><a href='http://flowingdata.com/2011/08/23/buzzdata-aims-to-make-data-more-social/' rel='bookmark' title='BuzzData aims to make data more social'>BuzzData aims to make data more social</a></li>
<li><a href='http://flowingdata.com/2010/11/02/past-century-of-government-and-economy/' rel='bookmark' title='Past century of government and economy'>Past century of government and economy</a></li>
</ul></p>]]></content:encoded>
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		<slash:comments>20</slash:comments>
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		<title>Mapping Economic Activity for the World</title>
		<link>http://flowingdata.com/2008/07/14/mapping-economic-activity-for-the-world/</link>
		<comments>http://flowingdata.com/2008/07/14/mapping-economic-activity-for-the-world/#comments</comments>
		<pubDate>Mon, 14 Jul 2008 08:22:33 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Mapping]]></category>

		<guid isPermaLink="false">http://flowingdata.com/?p=842</guid>
		<description><![CDATA[<a href="http://flowingdata.com/2008/07/14/mapping-economic-activity-for-the-world/" title="Mapping Economic Activity for the World"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/g_econ.6zhzwniskpgcwwgs00okoco4s.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="412" alt="Mapping Economic Activity for the World" ></a>The G-Econ (Geographically-based Economic data) group has worked on making economic data publicly available via Gross Cell Product (GCP). In &#8230;]]></description>
			<content:encoded><![CDATA[<a href="http://flowingdata.com/2008/07/14/mapping-economic-activity-for-the-world/" title="Mapping Economic Activity for the World"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/g_econ.6zhzwniskpgcwwgs00okoco4s.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="412" alt="Mapping Economic Activity for the World" ></a><p>The <a href="http://gecon.yale.edu/">G-Econ</a> (Geographically-based Economic data) group has worked on making economic data publicly available via Gross Cell Product (GCP). In other words, they've collected data for each 1x1 degree latitude by longitude cell on the globe. Above is a cell-by-cell globe mapping world population. Here's one that shows world rainfall.</p>
<p><img src="http://flowingdata.com/wp-content/uploads/2008/07/world-rainfall-530x397.png" alt="" title="world-rainfall" width="530" height="397" class="alignnone size-medium wp-image-843" /></p>
<p>Check out more of these pretty world maps posted to the <a href="http://www.flickr.com/photos/arenamontanus/sets/72157594509798466/">G-Econ Flickr photo set</a>.</p>
<h4>Related</h4><p><ul>
<li><a href='http://flowingdata.com/2009/02/11/creditloan-maps-out-obamas-economic-stimulus-plan/' rel='bookmark' title='CreditLoan Maps Out Obama&#8217;s Economic Stimulus Plan'>CreditLoan Maps Out Obama&#8217;s Economic Stimulus Plan</a></li>
<li><a href='http://flowingdata.com/2008/10/02/maps-for-advocacy-beginners-guide-to-mapping/' rel='bookmark' title='Maps for Advocacy &#8211; Beginner&#8217;s Guide to Mapping'>Maps for Advocacy &#8211; Beginner&#8217;s Guide to Mapping</a></li>
<li><a href='http://flowingdata.com/2011/10/31/7-billion-people-in-the-world-past-present-and-future/' rel='bookmark' title='7 billion people in the world: past, present and future'>7 billion people in the world: past, present and future</a></li>
</ul></p>]]></content:encoded>
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		<slash:comments>7</slash:comments>
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		<title>Human Flows Protoype is Online Now</title>
		<link>http://flowingdata.com/2007/12/05/human-flows-protoype-is-online-now/</link>
		<comments>http://flowingdata.com/2007/12/05/human-flows-protoype-is-online-now/#comments</comments>
		<pubDate>Wed, 05 Dec 2007 09:59:01 +0000</pubDate>
		<dc:creator>Nathan Yau</dc:creator>
				<category><![CDATA[Economics]]></category>
		<category><![CDATA[Projects]]></category>

		<guid isPermaLink="false">http://flowingdata.com/2007/12/05/human-flows-protoype-is-online-now/</guid>
		<description><![CDATA[<a href="http://flowingdata.com/2007/12/05/human-flows-protoype-is-online-now/" title="Human Flows Protoype is Online Now"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/humanflws_poster.26ephc6afq4g0w8gwogsgwk80.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="412" alt="Human Flows Protoype is Online Now" ></a>I made a few tweaks and our humanflows visualization prototypes are now online. There's a bit of information on how &#8230;]]></description>
			<content:encoded><![CDATA[<a href="http://flowingdata.com/2007/12/05/human-flows-protoype-is-online-now/" title="Human Flows Protoype is Online Now"><img src="http://flowingdata.com/wp-content/uploads/yapb_cache/humanflws_poster.26ephc6afq4g0w8gwogsgwk80.ei3320h1mlkos0g4gc0scg40c.th.png" width="550" height="412" alt="Human Flows Protoype is Online Now" ></a><p>I made a few tweaks and our <a href="http://projects.flowingdata.com/humanflows/what.htm">humanflows visualization prototypes</a> are now online. There's a bit of information on how humanflows came about, who was involved, and a day-by-day recap of the design process. Once you get to the prototypes section, give the applets a few seconds to load and hopefully you're not disappointed. The interaction is pretty intuitive. All you have to do is click and hold to browse the flow lines and the map. Also, if you can, go full screen on your browser. It looks much better that way (and how it was intended to be shown).</p>
<p>Again, I'd like to thank <a href="http://2ngry.com">Miguel</a>, <a href="http://organised.info">Iman</a>, and Monica for making my trip to Spain and the Visualizar workshop a memorable experience. Thank you!</p>
<h4>Related</h4><p><ul>
<li><a href='http://flowingdata.com/2008/08/15/is-there-a-market-for-premium-online-data-visualization/' rel='bookmark' title='Is There a Market for Premium Online Data Visualization?'>Is There a Market for Premium Online Data Visualization?</a></li>
<li><a href='http://flowingdata.com/2010/08/05/lies-people-tell-in-online-dating/' rel='bookmark' title='Lies people tell in online dating'>Lies people tell in online dating</a></li>
<li><a href='http://flowingdata.com/2009/12/22/build-statistical-graphics-online-with-ggplot2/' rel='bookmark' title='Build Statistical Graphics Online With ggplot2'>Build Statistical Graphics Online With ggplot2</a></li>
</ul></p>]]></content:encoded>
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		<slash:comments>0</slash:comments>
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