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	<title>Ann&#039;s Blog &#187; line chart</title>
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	<link>http://www.annkemery.com</link>
	<description>Equipping you to collect, analyze, and visualize data</description>
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		<title>Disaggregating with Small Multiples</title>
		<link>http://www.annkemery.com/disaggregating-with-small-multiples/</link>
		<comments>http://www.annkemery.com/disaggregating-with-small-multiples/#comments</comments>
		<pubDate>Tue, 25 Nov 2014 17:08:25 +0000</pubDate>
		<dc:creator><![CDATA[Ann K. Emery]]></dc:creator>
				<category><![CDATA[Essential Charts]]></category>
		<category><![CDATA[Visualizing Data]]></category>
		<category><![CDATA[bar chart]]></category>
		<category><![CDATA[geographic map]]></category>
		<category><![CDATA[heat map]]></category>
		<category><![CDATA[histogram]]></category>
		<category><![CDATA[line chart]]></category>
		<category><![CDATA[panel chart]]></category>
		<category><![CDATA[pie chart]]></category>
		<category><![CDATA[small multiples]]></category>
		<category><![CDATA[social network map]]></category>

		<guid isPermaLink="false">http://www.annkemery.com/?p=5628</guid>
		<description><![CDATA[Los Angeles, San Francisco, Denver, Buffalo, Indianapolis, Milwaukee, Kampala, DC&#8230; it&#8217;s been a wonderful few months in the data visualization workshop world! &#160; My favorite part of data visualization workshops? The airports. Kidding. Watching jaws drop when folks are introduced to small multiples layouts for...]]></description>
				<content:encoded><![CDATA[<p>Los Angeles, San Francisco, Denver, Buffalo, Indianapolis, Milwaukee, Kampala, DC&#8230; it&#8217;s been a wonderful few months in the data visualization workshop world!</p>

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<a href='/disaggregating-with-small-multiples/2014-11_uganda_2/'><img src="http://i0.wp.com/www.annkemery.com/wp-content/uploads/2014/11/2014-11_uganda_2.jpg?resize=150%2C150" class="attachment-thumbnail" alt="Multi-Day Data Visualization Workshop in Kampala, Uganda" data-attachment-id="5634" data-orig-file="http://i0.wp.com/www.annkemery.com/wp-content/uploads/2014/11/2014-11_uganda_2.jpg?resize=3888%2C2592" data-orig-size="3888,2592" data-comments-opened="1" data-image-meta="{&quot;aperture&quot;:&quot;5.6&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;Canon EOS REBEL T2i&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;1415246994&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;21&quot;,&quot;iso&quot;:&quot;3200&quot;,&quot;shutter_speed&quot;:&quot;0.04&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;1&quot;}" data-image-title="2014-11_uganda_2" data-image-description="&lt;p&gt;Multi-Day Data Visualization Workshop in Kampala, Uganda&lt;/p&gt;
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<p>&nbsp;</p>
<p>My favorite part of data visualization workshops?</p>
<p>The airports. <em>Kidding.</em></p>
<p>Watching jaws drop when folks are introduced to small multiples layouts for the first time. <em>Definitely!</em></p>
<p>&nbsp;</p>
<p><strong>What are small multiples?</strong></p>
<p>Small multiples layouts include 2 or 3 or 4 or more graphs &#8211; of the same size and scale &#8211; to allow for easy comparisons.</p>
<p>&nbsp;</p>
<p><strong>Why use a small multiples layout?</strong></p>
<p>Old way: making a single aggregate chart that only displays means, medians, or frequencies from a bunch of different data series combined.</p>
<p>New and improved way: designing a small multiples layout that gives viewers the information they really care about &#8211; the disaggregated data for their particular company, city, organization, or school.</p>
<p>Additional benefits:</p>
<ul>
<li>To compare changes over time, like the social network map below.</li>
<li>To compare changes across different groups.</li>
<li>To add context. Is an organization doing well? Who can really know for sure unless you compare the organization to a few others using a small multiples layout?</li>
</ul>
<p>&nbsp;</p>
<p><strong>What can be made into a small multiples?</strong></p>
<p><em>Anything. </em></p>
<p>Bar charts, histograms, geographic maps, line charts, social network maps, and more.</p>
<p>Just make a collage of several small charts. It&#8217;s really that easy.</p>
<p>You can make these in nearly any software program. If they aren&#8217;t part of your software program&#8217;s menu of default options, don&#8217;t be afraid to dive in and use a little elbow grease.</p>
<p>Here are a handful of the million+ ways to incorporate small multiples layouts into your charting repertoire:</p>
<p>&nbsp;</p>
<p><img class="alignnone wp-image-5637 size-full" src="http://i0.wp.com/www.annkemery.com/wp-content/uploads/2014/11/small_multiples_bar_4-e1416933159265.jpg?resize=960%2C504" alt="small_multiples_bar_4" data-id="5637" data-recalc-dims="1" /> <img class="alignnone wp-image-5638 size-full" src="http://i1.wp.com/www.annkemery.com/wp-content/uploads/2014/11/small_multiples_heat_map_2-e1416931400514.jpg?resize=960%2C439" alt="small_multiples_heat_map_2" data-id="5638" data-recalc-dims="1" /> <img class="alignnone wp-image-5641 size-full" src="http://i1.wp.com/www.annkemery.com/wp-content/uploads/2014/11/small_multiples_network_maps-e1416931510487.jpg?resize=960%2C463" alt="small_multiples_network_maps" data-id="5641" data-recalc-dims="1" /><img class="alignnone wp-image-5639 size-full" src="http://i2.wp.com/www.annkemery.com/wp-content/uploads/2014/11/small_multiples_histogram-e1416934864844.jpg?resize=955%2C446" alt="small_multiples_histogram" data-id="5639" data-recalc-dims="1" /> <img class="alignnone wp-image-5642 size-full" src="http://i0.wp.com/www.annkemery.com/wp-content/uploads/2014/11/small_multiples_pie_3-e1416931546543.jpg?resize=960%2C631" alt="small_multiples_pie_3" data-id="5642" data-recalc-dims="1" /><img class="alignnone wp-image-5640 size-full" src="http://i1.wp.com/www.annkemery.com/wp-content/uploads/2014/11/small_multiples_line-e1416931489815.jpg?resize=957%2C376" alt="small_multiples_line" data-id="5640" data-recalc-dims="1" /></p>
<p><strong>Want to make small multiples on your own?</strong></p>
<p><a title="Newsletter" href="/newsletter/">Join my mailing list</a> and I&#8217;ll send you visualization resources like the charts and slides used in today&#8217;s post.</p>
<p>Or, join an upcoming webinar, like this <a href="/event/webinar-2014-12-08/">how-to webinar on December 8th</a> where I give live demos and let you keep a bunch of Excel templates. <em>Templates!?</em> You bet.</p>
<p>&nbsp;</p>
]]></content:encoded>
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		<item>
		<title>How Data Visualization Supports Decision Making</title>
		<link>http://www.annkemery.com/how-data-visualization-supports-decision-making/</link>
		<comments>http://www.annkemery.com/how-data-visualization-supports-decision-making/#comments</comments>
		<pubDate>Wed, 10 Sep 2014 15:08:45 +0000</pubDate>
		<dc:creator><![CDATA[Ann K. Emery]]></dc:creator>
				<category><![CDATA[Design Principles]]></category>
		<category><![CDATA[How-Tos]]></category>
		<category><![CDATA[Visualizing Data]]></category>
		<category><![CDATA[annotation]]></category>
		<category><![CDATA[decision-making]]></category>
		<category><![CDATA[line chart]]></category>
		<category><![CDATA[remake]]></category>
		<category><![CDATA[tick marks]]></category>

		<guid isPermaLink="false">http://www.annkemery.com/?p=4900</guid>
		<description><![CDATA[The only thing I love more than analyzing research data is analyzing personal finance data. In both cases, simple descriptive statistics and basic charts can shine a spotlight on interesting patterns and help people choose their course of action. Not too long ago, a friend...]]></description>
				<content:encoded><![CDATA[<p>The only thing I love more than analyzing research data is analyzing personal finance data. In both cases, simple descriptive statistics and basic charts can shine a spotlight on interesting patterns and help people choose their course of action.</p>
<p>Not too long ago, a friend was trying to decide whether to continue renting his current apartment or to purchase a similarly-sized condominium.</p>
<ul>
<li><strong>Option A: Continue renting current apartment.</strong> Approximately $2,000/month, which includes utilities and amenities. Walkable neighborhood with grocery stores, restaurants, and biking trails. Near public transportation options like a metro stop and multiple bus stops.</li>
<li><strong>Option B: Purchase a condominium.</strong> Approximately $1,700/month, thanks to those darn homeowners association dues. Farther from public transportation, which means extra commuting time and potentially extra commuting costs. Comes with the thrill of purchasing a home and the potential for making money when selling it later on.</li>
</ul>
<p>During our initial conversations, his decision seemed to be mostly <strong>financial</strong>—will he save money on a monthly basis by buying a condo? Will he save money over the next 5, 10, or 15 years by buying a condo?</p>
<p><strong>Location</strong> is also part of the decision. Rush hour’s no joke in DC, so he wants to stay near public transportation to keep his commuting time and commuting costs low.</p>
<p>Finally, <strong>flexibility</strong> is part of the decision. He’s a computer programmer and his start-up environment can be unstable. Last year, when one of his company’s apps didn’t sell as well as they expected, the company downsized and he was laid off. He found another job almost overnight but knows it’s possible that his new company could downsize at some point. He’s pretty sure he wants to stay in DC, but has also considered moving to San Francisco.</p>
<p><img class="alignnone wp-image-4901 size-full" src="http://i1.wp.com/www.annkemery.com/wp-content/uploads/2014/09/rent-vs-buy_1.jpg?resize=720%2C540" alt="rent-vs-buy_1" data-id="4901" data-recalc-dims="1" /></p>
<p>I couldn’t make the decision for him, but I could help him crunch the numbers.</p>
<p>We made this spreadsheet together over a beer. He wanted to compare costs of renting vs. buying over a 10-year period. A few of our acquaintances have had trouble selling their condos so he knew that, if he chose to buy a condo, it would be a long-term living situation. And of course, we factored in rental costs like gym fees and parking fees and homeownership costs like association dues and home repairs.</p>
<p>My friend stares at computer programming languages all day long but he was in hell with this spreadsheet. Data visualization to the rescue! We mapped out his options in this simple line chart&#8230;</p>
<p><img class="alignnone wp-image-4904 size-large" src="http://i2.wp.com/www.annkemery.com/wp-content/uploads/2014/09/rent-vs-buy-draft-chart.png?resize=1024%2C640" alt="rent-vs-buy-draft-chart" data-id="4904" data-recalc-dims="1" /></p>
<p>…and then formatted the chart.</p>
<p><img class="alignnone wp-image-4905 size-full" src="http://i1.wp.com/www.annkemery.com/wp-content/uploads/2014/09/rent-vs-buy_after.jpg?resize=720%2C540" alt="rent-vs-buy_after" data-id="4905" data-recalc-dims="1" /></p>
<p>Notable edits:</p>
<ul>
<li>We removed the grid lines;</li>
<li>We removed the legend and directly labeled the end points of each line (i.e., we inserted a text box so that “Continue renting apartment&#8221; was right next to its corresponding line);</li>
<li>We used the muted color + action color strategy to draw attention to Option B (how buying a condo is the cheaper option);</li>
<li>We added a <em>so what?</em> title;</li>
<li>We added a 2-line description underneath the title; and</li>
<li>We drew attention to that magical 4-year milestone where my friend would break even financially—where the cost of buying a condo becomes a cheaper option than renting.</li>
</ul>
<p>In case it&#8217;s useful, here&#8217;s the click-by-click revision process in Excel:</p>
<p><iframe style="border: 1px solid #CCC; border-width: 1px; margin-bottom: 5px; max-width: 100%;" src="//www.slideshare.net/slideshow/embed_code/38923064" width="595" height="485" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" allowfullscreen="allowfullscreen"> </iframe></p>
<p>And which option did my friend choose? After our conversation, he designed Option C: moving to a slightly smaller and slightly cheaper apartment in his same great neighborhood. He was unpleasantly surprised to see how expensive his apartment really was, but he was also hesitant to buy a condo, and hadn&#8217;t previously considered swapping one rental for another. The money he’s now saving on rent will go towards his eventual move to San Francisco. Once he compared the costs, he realized that the <em>flexibility</em> slice of his decision making pie was pretty important.</p>
<p>How are<em> you</em> using data visualization for personal or professional decisions? Share your tips below!</p>
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