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	<title>The Dào of Search &#187; numbers</title>
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	<link>http://blog.twigkit.com</link>
	<description>A blog about search, user experience, and development.</description>
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		<title>Precise to a Fault</title>
		<link>http://blog.twigkit.com/precise-to-a-fault/</link>
		<comments>http://blog.twigkit.com/precise-to-a-fault/#comments</comments>
		<pubDate>Sat, 05 Dec 2009 01:23:37 +0000</pubDate>
		<dc:creator>Tyler Tate</dc:creator>
				<category><![CDATA[User Experience]]></category>
		<category><![CDATA[numbers]]></category>

		<guid isPermaLink="false">http://blog.twigkit.com/?p=6</guid>
		<description><![CDATA[Can a number be so precise that it actually hinders users rather than assists them?

Take search results for example. It is common practice to indicate the total number of results found for a given query. Google tells me that there are 221,000 web pages about "rubber duckies," while a recipe site indicates that there are 113 salads and 7 desserts with "avocado."

I can think of two good reasons for why showing the number of search results has become a standard. First of all, it provides a sanity check. If "Barack Obamaaa" only returns 3 results, it is an indicator that I've made a mistake in my search query. Second, it helps me compare one collection with another. The fact that there are twice as many two bedroom flats as one bedroom flats in Greenwich informs me about the area.]]></description>
			<content:encoded><![CDATA[<p>Can a number be so precise that it actually hinders users rather than assists them?</p>
<p>Take search results for example. It is common practice to indicate the total number of results found for a given query. Google tells me that there are 221,000 web pages about &#8220;rubber duckies,&#8221; while a recipe site indicates that there are 113 salads and 7 desserts with &#8220;avocado.&#8221;</p>
<p>I can think of two good reasons for why showing the number of search results has become a standard. First of all, it provides a sanity check. If &#8220;Barack Obamaaa&#8221; only returns 3 results, it is an indicator that I&#8217;ve made a mistake in my search query. Second, it helps me compare one collection with another. The fact that there are twice as many two bedroom flats as one bedroom flats in Greenwich informs me about the area.</p>
<h3>The problem: big numbers</h3>
<p>Knowing that there are 324,768 results is no more helpful to me than knowing that there are about 324,700, which is really no more helpful than knowing that &#8220;there are a bunch of results.&#8221; And when comparing collections, knowing that there are 41,327 species of vertebrates and 1,589,583 species of invertebrates isn&#8217;t nearly as useful as knowing that there are 38 times as many invertebrates as vertebrates.</p>
<p>Perhaps I&#8217;ve convinced you that the utility of precise numbers decrees as the size of numbers increase, but can they actually harm the user experience? The danger comes with the added cognitive burden of processing precise numbers of results into something that is meaningful. Result counts themselves are a step removed from what we&#8217;re actually after, and it&#8217;s the mental cost of translating the abstract to the practical where the problem with precise numbers lies.</p>
<p><img class="size-full wp-image-14   alignright" title="Facets" src="http://blog.twigkit.com/wp-content/uploads/2009/12/facets.png" alt="How facets are rendered in TwigKit" /></p>
<h3>The solution: be less precise</h3>
<p>The answer to the problem is simple: make big numbers less precise. A less precise number, such as &#8220;3 million,&#8221; is less taxing to comprehend than a precise one like &#8220;3,185,391.&#8221;</p>
<p>In TwigKit, we decided to precisely render numbers 999 and below. For 1000 and up, we felt like 2 digits of accuracy struck the right balance between precision and low cognitive burden. We also decided to provide numbers in units of thousands, millions, billions, and so forth. Thus 2,239 would become 2.2k, 723,826 would be 720k, and 12,296,148 would just be 12m.</p>
<p>Not only does this system of two-digit precision make the meaning of numbers more accessible, but it also allows us to fit big numbers into compact spaces.</p>
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