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	<title>Comments on: Crosstab Heat Map</title>
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	<link>http://peltiertech.com/WordPress/crosstab-heat-map/</link>
	<description>Peltier Tech Excel Charts and Programming Blog</description>
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		<title>By: Jon Peltier</title>
		<link>http://peltiertech.com/WordPress/crosstab-heat-map/comment-page-1/#comment-171320</link>
		<dc:creator>Jon Peltier</dc:creator>
		<pubDate>Sat, 07 Jan 2012 17:55:25 +0000</pubDate>
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		<description>Bruce -

Thanks for the link. I&#039;ll repeat the warning about color-vision-deficient viewers. This is why I like to stick to a monochromatic color scale (white to fully saturated color) or a simple two-color scale using blue and orange as endpoints. Green and red in the same scale will cause problems.</description>
		<content:encoded><![CDATA[<p>Bruce -</p>
<p>Thanks for the link. I&#8217;ll repeat the warning about color-vision-deficient viewers. This is why I like to stick to a monochromatic color scale (white to fully saturated color) or a simple two-color scale using blue and orange as endpoints. Green and red in the same scale will cause problems.</p>
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		<title>By: bruce mcpherson</title>
		<link>http://peltiertech.com/WordPress/crosstab-heat-map/comment-page-1/#comment-171247</link>
		<dc:creator>bruce mcpherson</dc:creator>
		<pubDate>Sat, 07 Jan 2012 11:56:54 +0000</pubDate>
		<guid isPermaLink="false">http://peltiertech.com/WordPress/?p=3177#comment-171247</guid>
		<description>John this is a great article. I use your site as the fount of all knowledge on charting matters. Thank you.

Here&#039;s an automated VBA version that doesn&#039;t use conditional formatting for those on earlier versions of Excel.

http://ramblings.mcpher.com/Home/excelquirks/snippets/heatmap

Bruce</description>
		<content:encoded><![CDATA[<p>John this is a great article. I use your site as the fount of all knowledge on charting matters. Thank you.</p>
<p>Here&#8217;s an automated VBA version that doesn&#8217;t use conditional formatting for those on earlier versions of Excel.</p>
<p><a href="http://ramblings.mcpher.com/Home/excelquirks/snippets/heatmap" rel="nofollow">http://ramblings.mcpher.com/Home/excelquirks/snippets/heatmap</a></p>
<p>Bruce</p>
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		<title>By: Jon Peltier</title>
		<link>http://peltiertech.com/WordPress/crosstab-heat-map/comment-page-1/#comment-33331</link>
		<dc:creator>Jon Peltier</dc:creator>
		<pubDate>Sat, 15 May 2010 13:25:28 +0000</pubDate>
		<guid isPermaLink="false">http://peltiertech.com/WordPress/?p=3177#comment-33331</guid>
		<description>Hi AnnMaria -

Thanks for your comments.

The first way to accommodate colorblindness is to stick to bar charts and to clearly labeled line charts. The same features that make a chart friendly for those with color vision deficiencies (limited rainbow effects, minimal clutter, not too many series, clear labeling, etc.) make the chart friendly for all viewers.

If you need to use a heat map, then a range of gradients of a single hue (e.g., white through gray to black) is colorblind-friendly, as well as photocopier- and fax-friendly. The use of patterns is problematic for human viewing and for mechanical reproduction.

The &lt;a href=&quot;http://colorbrewer2.org/&quot; title=&quot;ColorBrewer&quot; rel=&quot;nofollow&quot;&gt;ColorBrewer&lt;/a&gt; palette generating utility, which I described in &lt;a href=&quot;http://peltiertech.com/WordPress/excel-chart-color-update/&quot; title=&quot;Excel Chart Color Update » Peltier Tech Blog&quot; rel=&quot;nofollow&quot;&gt;Excel Chart Color Update&lt;/a&gt;, has a colorblind-safe setting. there are numerous sites (e.g., &lt;a href=&quot;http://www.vischeck.com&quot; rel=&quot;nofollow&quot;&gt;VisCheck&lt;/a&gt; and &lt;a href=&quot;http://colorfilter.wickline.org/&quot; title=&quot;Colorblind Web Page Filter&quot; rel=&quot;nofollow&quot;&gt;Colorblind Web Page Filter&lt;/a&gt;) that will modify an uploaded image or entire web page to show how colors which are distinct to a person with normal color vision become indistinct to a person with color vision deficiency.

Tim Wilson wrote a detailed article about colorblind-friendly data visualization in &lt;a href=&quot;http://www.gilliganondata.com/index.php/2009/06/18/data-visualization-that-is-color-blind-friendly-excel-2007/&quot; title=&quot;Data Visualization that Is Colorblind-Friendly — Excel 2007? &#124; Gilligan on Data by Tim Wilson&quot; rel=&quot;nofollow&quot;&gt;Data Visualization that Is Colorblind-Friendly — Excel 2007?&lt;/a&gt;

Stephen Few touches on accommodating color vision in &lt;a href=&quot;http://www.perceptualedge.com/articles/Whitepapers/Dashboard_Design.pdf&quot; title=&quot;Dashboard Design for Real-Time Situation Awareness&quot; rel=&quot;nofollow&quot;&gt;Dashboard Design for Real-Time Situation Awareness (pdf)&lt;/a&gt; and in &lt;a href=&quot;http://www.perceptualedge.com/articles/visual_business_intelligence/rules_for_using_color.pdf&quot; title=&quot;Practical Rules for Using Color in Charts&quot; rel=&quot;nofollow&quot;&gt;Practical Rules for Using Color in Charts (pdf)&lt;/a&gt;.</description>
		<content:encoded><![CDATA[<p>Hi AnnMaria -</p>
<p>Thanks for your comments.</p>
<p>The first way to accommodate colorblindness is to stick to bar charts and to clearly labeled line charts. The same features that make a chart friendly for those with color vision deficiencies (limited rainbow effects, minimal clutter, not too many series, clear labeling, etc.) make the chart friendly for all viewers.</p>
<p>If you need to use a heat map, then a range of gradients of a single hue (e.g., white through gray to black) is colorblind-friendly, as well as photocopier- and fax-friendly. The use of patterns is problematic for human viewing and for mechanical reproduction.</p>
<p>The <a href="http://colorbrewer2.org/" title="ColorBrewer" rel="nofollow">ColorBrewer</a> palette generating utility, which I described in <a href="http://peltiertech.com/WordPress/excel-chart-color-update/" title="Excel Chart Color Update » Peltier Tech Blog" rel="nofollow">Excel Chart Color Update</a>, has a colorblind-safe setting. there are numerous sites (e.g., <a href="http://www.vischeck.com" rel="nofollow">VisCheck</a> and <a href="http://colorfilter.wickline.org/" title="Colorblind Web Page Filter" rel="nofollow">Colorblind Web Page Filter</a>) that will modify an uploaded image or entire web page to show how colors which are distinct to a person with normal color vision become indistinct to a person with color vision deficiency.</p>
<p>Tim Wilson wrote a detailed article about colorblind-friendly data visualization in <a href="http://www.gilliganondata.com/index.php/2009/06/18/data-visualization-that-is-color-blind-friendly-excel-2007/" title="Data Visualization that Is Colorblind-Friendly — Excel 2007? | Gilligan on Data by Tim Wilson" rel="nofollow">Data Visualization that Is Colorblind-Friendly — Excel 2007?</a></p>
<p>Stephen Few touches on accommodating color vision in <a href="http://www.perceptualedge.com/articles/Whitepapers/Dashboard_Design.pdf" title="Dashboard Design for Real-Time Situation Awareness" rel="nofollow">Dashboard Design for Real-Time Situation Awareness (pdf)</a> and in <a href="http://www.perceptualedge.com/articles/visual_business_intelligence/rules_for_using_color.pdf" title="Practical Rules for Using Color in Charts" rel="nofollow">Practical Rules for Using Color in Charts (pdf)</a>.</p>
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		<title>By: AnnMaria</title>
		<link>http://peltiertech.com/WordPress/crosstab-heat-map/comment-page-1/#comment-33308</link>
		<dc:creator>AnnMaria</dc:creator>
		<pubDate>Sat, 15 May 2010 04:49:42 +0000</pubDate>
		<guid isPermaLink="false">http://peltiertech.com/WordPress/?p=3177#comment-33308</guid>
		<description>I think you must get this question a lot, so I expect you have a variety of methods - how do you handle concerns about color-blindness? I usually do maps, graphs, etc. for presentation or publication in shades of gray or some other single color, and occasionally patterns. Any more creative solutions would be most welcome.</description>
		<content:encoded><![CDATA[<p>I think you must get this question a lot, so I expect you have a variety of methods &#8211; how do you handle concerns about color-blindness? I usually do maps, graphs, etc. for presentation or publication in shades of gray or some other single color, and occasionally patterns. Any more creative solutions would be most welcome.</p>
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		<title>By: Tim Wilson</title>
		<link>http://peltiertech.com/WordPress/crosstab-heat-map/comment-page-1/#comment-29550</link>
		<dc:creator>Tim Wilson</dc:creator>
		<pubDate>Sun, 28 Mar 2010 21:19:59 +0000</pubDate>
		<guid isPermaLink="false">http://peltiertech.com/WordPress/?p=3177#comment-29550</guid>
		<description>Jon, 

Thanks for taking this one up! I&#039;m slipping on my RSS feeds in that I missed the post. For my purposes, the heatmap is a definite winner. Thanks!</description>
		<content:encoded><![CDATA[<p>Jon, </p>
<p>Thanks for taking this one up! I&#8217;m slipping on my RSS feeds in that I missed the post. For my purposes, the heatmap is a definite winner. Thanks!</p>
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		<title>By: Jeff</title>
		<link>http://peltiertech.com/WordPress/crosstab-heat-map/comment-page-1/#comment-29377</link>
		<dc:creator>Jeff</dc:creator>
		<pubDate>Thu, 25 Mar 2010 19:00:28 +0000</pubDate>
		<guid isPermaLink="false">http://peltiertech.com/WordPress/?p=3177#comment-29377</guid>
		<description>Both are important ways to display patterns. I would point out that the difference between 2 and 4 are better represented in Bubble than Gradient/Heat. 

Subtle differences are more easily picked-up on Bubble - however Heat Maps are also well suited when the plots are non-overlapping. (I realize that is not the case here, but on a map for instance, gradients relating to points make little sense and when overlapping provide a false condition.)

If the intent is to normalize the data so that there are only 4-5 different gradient levels, then it may be easier to discriminate between each gradient level, otherwise the differences are imperceptible.

Lastly, if the intent is to convey as much detail as possible while still providing a general pattern, I would opt for the area in the very first example. ;-)</description>
		<content:encoded><![CDATA[<p>Both are important ways to display patterns. I would point out that the difference between 2 and 4 are better represented in Bubble than Gradient/Heat. </p>
<p>Subtle differences are more easily picked-up on Bubble &#8211; however Heat Maps are also well suited when the plots are non-overlapping. (I realize that is not the case here, but on a map for instance, gradients relating to points make little sense and when overlapping provide a false condition.)</p>
<p>If the intent is to normalize the data so that there are only 4-5 different gradient levels, then it may be easier to discriminate between each gradient level, otherwise the differences are imperceptible.</p>
<p>Lastly, if the intent is to convey as much detail as possible while still providing a general pattern, I would opt for the area in the very first example. ;-)</p>
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