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	<link>http://www.interworks.co.uk</link>
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		<title>Tableau Fundamentals Zürich 12-13 March 2012</title>
		<link>http://www.interworks.co.uk/en/2012/03/12/tableau-fundamentals-zurich-12-13-march-2012/</link>
		<comments>http://www.interworks.co.uk/en/2012/03/12/tableau-fundamentals-zurich-12-13-march-2012/#comments</comments>
		<pubDate>Mon, 12 Mar 2012 16:26:27 +0000</pubDate>
		<dc:creator>mbosboom</dc:creator>
				<category><![CDATA[Events]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=759</guid>
		<description><![CDATA[This 2 Day Course is organized by Tableau Software Tableau Fundamentals 2-Day Class &#8211; Zurich Date: Monday, March 12, 2012 &#8211; Tuesday, March 13, 2012 9:00 AM &#8211; 5:00 PM Central Europe Time Trainer speaks: English, German, Dutch Location: act-Academy &#8230;... <a href="http://www.interworks.co.uk/en/2012/03/12/tableau-fundamentals-zurich-12-13-march-2012/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>This 2 Day Course is organized by Tableau Software<a href="http://iw-uk.preview.interworks.com/wp-content/uploads/2011/11/tableaulogo.png"><br />
<img class="alignleft" title="Tableau Software" src="http://www.interworks.co.uk/wp-content/uploads/2011/11/tableaulogo.png" alt="Tableau Software" width="258" height="85" /></a></p>
<p>Tableau Fundamentals 2-Day Class &#8211; Zurich</p>
<p><strong>Date:</strong><br />
Monday, March 12, 2012 &#8211; Tuesday, March 13, 2012<br />
9:00 AM &#8211; 5:00 PM<br />
Central Europe Time</p>
<p>Trainer speaks: English, German, Dutch</p>
<p><strong>Location:</strong><br />
act-Academy GmbH<br />
Obstgartenstrasse 29<br />
Kloten CH-8302<br />
Switzerland<br />
Get Location Map <a title="Check out the Location here" href="http://g.co/maps/335dz" target="_blank"><img title="Get Location Map" src="http://tableausoftware.cvent.com/g/images/icon45_location.gif" alt="Get Location Map" width="45" height="45" /></a></p>
<p><a href="http://www.tableausoftware.com/sites/default/files/pdf/tableau-fundamentals-course-overview_1.pdf">Full Course Description</a></p>
<p><strong>Cost (USD):</strong> $1,390</p>
<p><strong>Audience:</strong> This course is designed for the beginner to intermediate-level Tableau user. It is for<br />
anyone who works with data – regardless of technical or analytical background. This course is<br />
designed to help you understand the important concepts and techniques used in Tableau to<br />
move from simple to complex visualizations and learn how to combine them in interactive<br />
dashboards.</p>
<p><strong>Prerequisites:</strong> None</p>
<p><strong>Learning Objectives:</strong> At the end of this class, the student will be able to:</p>
<ul>
<li>Understand the many options for connecting to data.</li>
<li>Understand the Tableau interface / paradigm – components, shelves, data elements, and<br />
terminology. The student will be able to use this knowledge to effectively create the most<br />
powerful visualizations.</li>
<li>Create basic calculations including string manipulation, basic arithmetic calculations, custom<br />
aggregations and ratios, date math, logic statements and quick table calculations.</li>
<li>Able to represent your data using the following visualization types:</li>
</ul>
<table border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td valign="top" width="187">Cross Map</td>
<td valign="top" width="451">Scatter Plots</td>
</tr>
<tr>
<td valign="top" width="187">Geographic Map</td>
<td valign="top" width="451">Pie Charts and Bar Charts</td>
</tr>
<tr>
<td valign="top" width="187">Page Trails</td>
<td valign="top" width="451">Small Multiples</td>
</tr>
<tr>
<td valign="top" width="187">Heat Map</td>
<td valign="top" width="451">Dual Axis and Combo Charts with different mark types</td>
</tr>
<tr>
<td valign="top" width="187">Density Chart</td>
<td valign="top" width="451">Options for drill down and drill across</td>
</tr>
</tbody>
</table>
<ul>
<li>Use Trend Lines, Reference Lines and statistical techniques to describe your data.</li>
<li>Understanding how to use group, bin, hierarchy, sort, set and filter options effectively.</li>
<li>Work with the many formatting options to fine tune the presentation of your visualizations.</li>
<li>Understand how and when to Use Measure Name and Measure Value.</li>
<li>Understand how to deal with data changes in your data source such as field addition, deletion or<br />
name change.</li>
<li>Understand all of your options for sharing your visualizations with others.</li>
<li>Combine your visualizations into Interactive Dashboards and publish them to the web.</li>
</ul>
<p><strong> Course Includes:</strong> This course will include extensive hands-on activities to re-enforce the skills and knowledge attained.Click here to go and book the Course! <a title="Tableau Fundamentals 2 day Course in Brussel 20-21 Feb 2012" href="http://tableausoftware.cvent.com/events/tableau-fundamentals-2-day-class-zurich-3-12-2012/registration-5823b3b1f48f48ebbfc0c6c12cac3e9b.aspx" target="_blank">Tableau Fundamentals 2-Day Class</a> <a title="You are led to and External website for registering" href="http://tableausoftware.cvent.com/events/tableau-fundamentals-2-day-class-zurich-3-12-2012/registration-5823b3b1f48f48ebbfc0c6c12cac3e9b.aspx" target="_blank"><img class="alignright size-full wp-image-636" title="You are led to and External website for registering at Tableau Software" src="http://iw-uk.preview.interworks.com/wp-content/uploads/2011/11/button1.png" alt="" width="102" height="28" /></a></p>
No tags found.]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Tableau Fundamentals Brussel 20-21 Feb. 2012</title>
		<link>http://www.interworks.co.uk/en/2012/02/20/tableau-fundamentals-brussel-20-21-feb-2012/</link>
		<comments>http://www.interworks.co.uk/en/2012/02/20/tableau-fundamentals-brussel-20-21-feb-2012/#comments</comments>
		<pubDate>Mon, 20 Feb 2012 15:43:33 +0000</pubDate>
		<dc:creator>mbosboom</dc:creator>
				<category><![CDATA[Events]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=744</guid>
		<description><![CDATA[This 2 Day Course is organized by Tableau Software Tableau Fundamentals 2-Day Class &#8211; Brussel Date: Monday, February 20, 2012 &#8211; Tuesday, February 21, 2012 9:00 AM &#8211; 5:00 PM Central Europe Time Location: Altimate Belgium (Learnwise) Woluwedal 30a Sint-Stevens-Woluwe &#8230;... <a href="http://www.interworks.co.uk/en/2012/02/20/tableau-fundamentals-brussel-20-21-feb-2012/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>This 2 Day Course is organized by Tableau Software<a href="http://iw-uk.preview.interworks.com/wp-content/uploads/2011/11/tableaulogo.png"><br />
<img class="alignleft" title="Tableau Software" src="http://www.interworks.co.uk/wp-content/uploads/2011/11/tableaulogo.png" alt="Tableau Software" width="258" height="85" /></a></p>
<p>Tableau Fundamentals 2-Day Class &#8211; Brussel</p>
<p><strong>Date:</strong><br />
Monday, February 20, 2012 &#8211; Tuesday, February 21, 2012<br />
9:00 AM &#8211; 5:00 PM<br />
Central Europe Time</p>
<p><strong>Location:</strong><br />
Altimate Belgium (Learnwise)<br />
Woluwedal 30a<br />
Sint-Stevens-Woluwe<br />
Belgium<br />
Get Location Map <a title="Check out the Location here" href="http://g.co/maps/a9e2n" target="_blank"><img title="Get Location Map" src="http://tableausoftware.cvent.com/g/images/icon45_location.gif" alt="Get Location Map" width="45" height="45" /></a></p>
<p><a href="http://www.tableausoftware.com/sites/default/files/pdf/tableau-fundamentals-course-overview_1.pdf">Full Course Description</a></p>
<p><strong>Cost (USD):</strong> $1,390</p>
<p><strong>Audience:</strong> This course is designed for the beginner to intermediate-level Tableau user. It is for<br />
anyone who works with data – regardless of technical or analytical background. This course is<br />
designed to help you understand the important concepts and techniques used in Tableau to<br />
move from simple to complex visualizations and learn how to combine them in interactive<br />
dashboards.</p>
<p><strong>Prerequisites:</strong> None</p>
<p><strong>Learning Objectives:</strong> At the end of this class, the student will be able to:</p>
<ul>
<li>Understand the many options for connecting to data.</li>
<li>Understand the Tableau interface / paradigm – components, shelves, data elements, and<br />
terminology. The student will be able to use this knowledge to effectively create the most<br />
powerful visualizations.</li>
<li>Create basic calculations including string manipulation, basic arithmetic calculations, custom<br />
aggregations and ratios, date math, logic statements and quick table calculations.</li>
<li>Able to represent your data using the following visualization types:</li>
</ul>
<table border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td valign="top" width="187">Cross Map</td>
<td valign="top" width="451">Scatter Plots</td>
</tr>
<tr>
<td valign="top" width="187">Geographic Map</td>
<td valign="top" width="451">Pie Charts and Bar Charts</td>
</tr>
<tr>
<td valign="top" width="187">Page Trails</td>
<td valign="top" width="451">Small Multiples</td>
</tr>
<tr>
<td valign="top" width="187">Heat Map</td>
<td valign="top" width="451">Dual Axis and Combo Charts with different mark types</td>
</tr>
<tr>
<td valign="top" width="187">Density Chart</td>
<td valign="top" width="451">Options for drill down and drill across</td>
</tr>
</tbody>
</table>
<ul>
<li>Use Trend Lines, Reference Lines and statistical techniques to describe your data.</li>
<li>Understanding how to use group, bin, hierarchy, sort, set and filter options effectively.</li>
<li>Work with the many formatting options to fine tune the presentation of your visualizations.</li>
<li>Understand how and when to Use Measure Name and Measure Value.</li>
<li>Understand how to deal with data changes in your data source such as field addition, deletion or<br />
name change.</li>
<li>Understand all of your options for sharing your visualizations with others.</li>
<li>Combine your visualizations into Interactive Dashboards and publish them to the web.</li>
</ul>
<p><strong> Course Includes:</strong> This course will include extensive hands-on activities to re-enforce the skills and knowledge attained.Click here to go and book the Course! <a title="Tableau Fundamentals 2 day Course in Brussel 20-21 Feb 2012" href="http://tableausoftware.cvent.com/events/tableau-fundamentals-2-day-class-brussels-2-20-2012/registration-090e6da493954b6f8d7f5d633987e508.aspx" target="_blank">Tableau Fundamentals 2-Day Class</a> <a title="You are led to and External website for registering" href="http://tableausoftware.cvent.com/events/tableau-fundamentals-2-day-class-brussels-2-20-2012/registration-090e6da493954b6f8d7f5d633987e508.aspx" target="_blank"><img class="alignright size-full wp-image-636" title="You are led to and External website for registering at Tableau Software" src="http://iw-uk.preview.interworks.com/wp-content/uploads/2011/11/button1.png" alt="" width="102" height="28" /></a></p>
No tags found.]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Tableau Fundamentals 2-Day Class &#8211; Berlin &#8211; 15,16 Feb 2012</title>
		<link>http://www.interworks.co.uk/en/2012/02/15/tableau-fundamentals-2-day-class-berlin-1516-feb-2012/</link>
		<comments>http://www.interworks.co.uk/en/2012/02/15/tableau-fundamentals-2-day-class-berlin-1516-feb-2012/#comments</comments>
		<pubDate>Wed, 15 Feb 2012 15:11:13 +0000</pubDate>
		<dc:creator>mbosboom</dc:creator>
				<category><![CDATA[Events]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=732</guid>
		<description><![CDATA[This 2 Day Course is organized by Tableau Software Tableau Fundamentals 2-Day Class &#8211; Berlin Date: Wednesday, February 15, 2012 &#8211; Thursday, February 16, 2012 9:00 AM &#8211; 5:00 PM Central Europe Time Trainer speaks: English, German, Dutch Location: New &#8230;... <a href="http://www.interworks.co.uk/en/2012/02/15/tableau-fundamentals-2-day-class-berlin-1516-feb-2012/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>This 2 Day Course is organized by Tableau Software<a href="http://iw-uk.preview.interworks.com/wp-content/uploads/2011/11/tableaulogo.png"><br />
<img class="alignleft" title="Tableau Software" src="http://www.interworks.co.uk/wp-content/uploads/2011/11/tableaulogo.png" alt="Tableau Software" width="258" height="85" /></a></p>
<p>Tableau Fundamentals 2-Day Class &#8211; Berlin</p>
<p><strong>Date:</strong><br />
Wednesday, February 15, 2012 &#8211; Thursday, February 16, 2012<br />
9:00 AM &#8211; 5:00 PM<br />
Central Europe Time</p>
<p>Trainer speaks: English, German, Dutch</p>
<p><strong>Location:</strong><br />
New Horizons<br />
Zimmerstrasse 23<br />
Berlin 10969<br />
Germany<br />
Get Location Map <a title="Check out the Location here" href="http://maps.google.com/maps?q=Zimmerstrasse+23+10969+Berlin+Germany&amp;ie=UTF8&amp;hnear=Zimmerstra%C3%9Fe+23,+Berlin+10969+Berlin,+Germany&amp;t=m&amp;z=16&amp;vpsrc=0" target="_blank"><img title="Get Location Map" src="http://tableausoftware.cvent.com/g/images/icon45_location.gif" alt="Get Location Map" width="45" height="45" /></a></p>
<p><a href="http://www.tableausoftware.com/sites/default/files/pdf/tableau-fundamentals-course-overview_1.pdf">Full Course Description</a></p>
<p><strong>Cost (USD):</strong> $1,390</p>
<p><strong>Audience:</strong> This course is designed for the beginner to intermediate-level Tableau user. It is for<br />
anyone who works with data – regardless of technical or analytical background. This course is<br />
designed to help you understand the important concepts and techniques used in Tableau to<br />
move from simple to complex visualizations and learn how to combine them in interactive<br />
dashboards.</p>
<p><strong>Prerequisites:</strong> None</p>
<p><strong>Learning Objectives:</strong> At the end of this class, the student will be able to:</p>
<ul>
<li>Understand the many options for connecting to data.</li>
<li>Understand the Tableau interface / paradigm – components, shelves, data elements, and<br />
terminology. The student will be able to use this knowledge to effectively create the most<br />
powerful visualizations.</li>
<li>Create basic calculations including string manipulation, basic arithmetic calculations, custom<br />
aggregations and ratios, date math, logic statements and quick table calculations.</li>
<li>Able to represent your data using the following visualization types:</li>
</ul>
<table border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td valign="top" width="187">Cross Map</td>
<td valign="top" width="451">Scatter Plots</td>
</tr>
<tr>
<td valign="top" width="187">Geographic Map</td>
<td valign="top" width="451">Pie Charts and Bar Charts</td>
</tr>
<tr>
<td valign="top" width="187">Page Trails</td>
<td valign="top" width="451">Small Multiples</td>
</tr>
<tr>
<td valign="top" width="187">Heat Map</td>
<td valign="top" width="451">Dual Axis and Combo Charts with different mark types</td>
</tr>
<tr>
<td valign="top" width="187">Density Chart</td>
<td valign="top" width="451">Options for drill down and drill across</td>
</tr>
</tbody>
</table>
<ul>
<li>Use Trend Lines, Reference Lines and statistical techniques to describe your data.</li>
<li>Understanding how to use group, bin, hierarchy, sort, set and filter options effectively.</li>
<li>Work with the many formatting options to fine tune the presentation of your visualizations.</li>
<li>Understand how and when to Use Measure Name and Measure Value.</li>
<li>Understand how to deal with data changes in your data source such as field addition, deletion or<br />
name change.</li>
<li>Understand all of your options for sharing your visualizations with others.</li>
<li>Combine your visualizations into Interactive Dashboards and publish them to the web.</li>
</ul>
<p><strong> Course Includes:</strong> This course will include extensive hands-on activities to re-enforce the skills and knowledge attained.Click here to go and book the Course! <a title="Tableau Fundamentals 2 day Course in Berlin 15-16 Feb 2012" href="http://tableausoftware.cvent.com/events/tableau-fundamentals-2-day-class-berlin-2-15-2012/registration-cdcf9deae1b7492ba894f510d7f27d33.aspx" target="_blank">Tableau Fundamentals 2-Day Class</a> <a title="You are led to and External website for registering" href="http://tableausoftware.cvent.com/events/tableau-fundamentals-2-day-class-berlin-2-15-2012/registration-cdcf9deae1b7492ba894f510d7f27d33.aspx" target="_blank"><img class="alignright size-full wp-image-636" title="You are led to and External website for registering at Tableau Software" src="http://iw-uk.preview.interworks.com/wp-content/uploads/2011/11/button1.png" alt="" width="102" height="28" /></a></p>
No tags found.]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Instruction for Tableau Dashboard Hidden in Tooltip</title>
		<link>http://www.interworks.co.uk/en/2012/01/13/instruction-for-tableau-dashboard-hidden-in-tooltip/</link>
		<comments>http://www.interworks.co.uk/en/2012/01/13/instruction-for-tableau-dashboard-hidden-in-tooltip/#comments</comments>
		<pubDate>Fri, 13 Jan 2012 18:04:02 +0000</pubDate>
		<dc:creator>tableauteam</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[dashboard]]></category>
		<category><![CDATA[Tableau]]></category>
		<category><![CDATA[Team]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=834</guid>
		<description><![CDATA[Are you creating a Tableau dashboard and need to leave instructions for users on how to use the dashboard, but you don't want to take up valuable space for these instructions?... <a href="http://www.interworks.co.uk/en/2012/01/13/instruction-for-tableau-dashboard-hidden-in-tooltip/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>Are you creating a Tableau dashboard and need to leave instructions for users on how to use the dashboard, but you don&#8217;t want to take up valuable space for these instructions? If so, this post is definitely for you.  Using a Created Field, we will hide the instructions in the tooltip. Follow the steps below:</p>
<p><strong>Step 1: </strong>On your dimension pane, right-click and select <strong>Create Calculated Field</strong>.</p>
<p><strong></strong>Name: Instructions</p>
<p>Formula : &#8220;Hover over for Instructions -&gt;&#8221;</p>
<p><img src="http://www.interworks.co.uk/wp-content/uploads/2012/01/Tool-1.jpg" alt="" width="571" height="274" /></p>
<p>&nbsp;</p>
<p><strong>Step 2: </strong>Drag the Calculated Field Instructions onto the Rows Shelf and then select the Mark of your choice on the Marks shelf.</p>
<p>You may also want to increase the size of the mark.</p>
<p><img src="http://www.interworks.co.uk/wp-content/uploads/2012/01/Tool-2.jpg" alt="" width="444" height="361" /></p>
<p><strong>Step 3: </strong>Go to your Dashboard and drag the instruction sheet onto your dashboard and remove all field labels and titles from the view.</p>
<p><img src="http://www.interworks.co.uk/wp-content/uploads/2012/01/Tool-3.jpg" alt="" width="532" height="243" /></p>
<p><strong>Step 4:</strong> You now have a blank field on your dashboard that has a tooltip you can edit to contain instructions. Now when you hover your mouse on the circle, your     instructions will appear in the tooltip.</p>
<p><img src="http://www.interworks.co.uk/wp-content/uploads/2012/01/Tool-4.jpg" alt="" width="600" height="161" /></p>
<p>(&#8220;Hover Help&#8221;) idea from <a href="http://www.datarevelations.com/hey-your-tableau-public-viz-is-ugly-and-confusing.html">Steve Wexler</a>)</p>
<div>
<div>
<div>Publish as &#8220;Tableau Team&#8221;?</div>
</div>
</div>

	Tags: <a href="http://www.interworks.co.uk/en/tag/dashboard/" title="dashboard" rel="tag">dashboard</a>, <a href="http://www.interworks.co.uk/en/tag/tableau/" title="Tableau" rel="tag">Tableau</a>, <a href="http://www.interworks.co.uk/en/tag/team/" title="Team" rel="tag">Team</a><br />
]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>An Introduction to Predefined Aggregates in Tableau</title>
		<link>http://www.interworks.co.uk/en/2012/01/09/an-introduction-to-predefined-aggregates-in-tableau/</link>
		<comments>http://www.interworks.co.uk/en/2012/01/09/an-introduction-to-predefined-aggregates-in-tableau/#comments</comments>
		<pubDate>Mon, 09 Jan 2012 22:49:13 +0000</pubDate>
		<dc:creator>tableauteam</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[aggregates]]></category>
		<category><![CDATA[bi tips and tricks]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[dimensions]]></category>
		<category><![CDATA[measures]]></category>
		<category><![CDATA[Tableau]]></category>
		<category><![CDATA[Tableau tips and tricks]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=770</guid>
		<description><![CDATA[Standard procedure for analyzing large quantities of data involves the use of aggregation, or looking at your data in specially defined combinations.  There are a variety of ways to aggregate your data, most of which require the use of basic statistics.  Tableau is geared to make those standard statistical aggregations a cinch.... <a href="http://www.interworks.co.uk/en/2012/01/09/an-introduction-to-predefined-aggregates-in-tableau/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>Standard procedure for analyzing large quantities of data involves the use of aggregation, or looking at your data in specially defined combinations.  There are a variety of ways to aggregate your data, most of which require the use of basic statistics.  Tableau is geared to make those standard statistical aggregations a cinch.</p>
<p>The aggregate functions that Tableau makes readily available to the user are Sum, Average, Count, Maximum, Minimum, Standard Deviation, Standard Deviation (Pop.), Variance, Variance (Pop.)  You can see this list of all readily available predefined aggregates by dragging a measure to a shelf, right clicking and hovering over Measure.  In this case, because most measures&#8217; default aggregate state is Sum, it is listed in parentheses next to the measure.  If you had selected something else, you’d see that corresponding aggregation instead.</p>
<p><img src="https://www.interworks.com/sites/default/files/u81/list%20of%20predefined%20aggregates.png" alt="" width="381" height="400" /></p>
<p>Of all the functions listed, Sum (represented as SUM in Tableau) is probably the most familiar to all users.  SUM simply takes a sum of values in a set and, as suggested, sums them.</p>
<p>Average (AVG) is also quite familiar to most users; it will take a group of values and provide the familiar calculation.  Note that averaging as a measure of central tendency is sensitive to outliers.  Therefore, if you desire that sort of knowledge, consider the use of the median as well, which we will address at a later date.</p>
<p>Count (CNT) simply counts the number of items in a particular group.  Tableau also has a Distinct Count function (COUNTD) which can be used in custom calculations as well.</p>
<p>Maximum (MAX) and Minimum (MIN) will output the largest and smallest values within a group, respectively.</p>
<p>More statistical in nature are the presence of Standard Deviation (STDEV) and Variance (VAR) aggregates. Standard Deviation and Variance are related according to their usual definitions: standard deviation is the square root of variance, and both are a measure of how diverse your data set is.</p>
<p>You probably notice that there are two versions of each measure: one version is done under the assumption that you are using a sample population while the other assumes that you are using an entire population (hence the additional Pop. tag that you see at the end) Consider the following comparison of the two standard deviation functions:</p>
<p><img src="https://www.interworks.com/sites/default/files/u81/stdev_stdevpop_without_zoom.png" alt="" width="256" height="600" /></p>
<p>It is hard to tell the difference here, so let me zoom in.</p>
<p><img src="https://www.interworks.com/sites/default/files/u81/stdev%20vs%20stdevp.png" alt="" width="307" height="230" /></p>
<p>You can see the similarities in each year in this combination chart:</p>
<p><img src="https://www.interworks.com/sites/default/files/u81/combo_chart_stdev_vs_stdevp.png" alt="" width="342" height="600" /></p>
<p>You&#8217;ll notice that I had to zoom in pretty far to resolve the differences in the bar graphs; in fact, the tool tip shows that there is only one dollar difference between the two standard deviation measures in 2012.  And, with the combination chart directly above, you can see both measures overlapping nicely. You won&#8217;t notice too much of a difference for a data set as small as this one; for larger ones, the Pop. versions of these aggregate calculations will produce more accurate results.  And this rule applies to the variance function as well.</p>
<p>Another important point on the topic of predefined aggregates is the data set you are working with.  Tableau is great in that it can interface with almost any data source you may be working with and create visualizations from that data; however, it cannot perform the predefined calculations on every data source that it encounters.  For example, when working with Excel spreadsheets, Tableau cannot perform the Distinct Count function mentioned above because Excel does not support that function.   Also, Data Cubes are designed such that all aggregations need to be done before Tableau gets its hands on it, so Tableau has very limited functionality in working with cubes.  The aggregate functions available in Tableau will only be those directly supported by your data source.</p>
<p>There is a way to enhance the functionality of some (not all) data sources.  If working with a relational data source, you can have Tableau convert your data into its own proprietary data extract format.  A data extract, or .tde file, is Tableau’s way of arranging your data for optimal performance, and, again, can only convert relational data sources, so data cubes aren’t able to be converted.  Furthermore, because .tde files are native to Tableau, there are no calculation restrictions when working data in that format.  In the case of connecting to Excel spreadsheets or Access databases, Tableau actually<strong><em>adds</em></strong> functionality because you can take advantage of the Distinct Count function only when converted into an extract.  Therefore, to take full advantage of all the aggregation tools, definitely convert your data into an extract.</p>

	Tags: <a href="http://www.interworks.co.uk/en/tag/aggregates/" title="aggregates" rel="tag">aggregates</a>, <a href="http://www.interworks.co.uk/en/tag/bi-tips-and-tricks/" title="bi tips and tricks" rel="tag">bi tips and tricks</a>, <a href="http://www.interworks.co.uk/en/tag/business-intelligence/" title="Business Intelligence" rel="tag">Business Intelligence</a>, <a href="http://www.interworks.co.uk/en/tag/dimensions/" title="dimensions" rel="tag">dimensions</a>, <a href="http://www.interworks.co.uk/en/tag/measures/" title="measures" rel="tag">measures</a>, <a href="http://www.interworks.co.uk/en/tag/tableau/" title="Tableau" rel="tag">Tableau</a>, <a href="http://www.interworks.co.uk/en/tag/tableau-tips-and-tricks/" title="Tableau tips and tricks" rel="tag">Tableau tips and tricks</a><br />
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		<title>Dan Murray&#8217;s Tableau Best Practices Top 10 List</title>
		<link>http://www.interworks.co.uk/en/2012/01/04/dan-murrays-tableau-best-practices-top-10-list/</link>
		<comments>http://www.interworks.co.uk/en/2012/01/04/dan-murrays-tableau-best-practices-top-10-list/#comments</comments>
		<pubDate>Wed, 04 Jan 2012 22:54:39 +0000</pubDate>
		<dc:creator>dmurray</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Dan Murray]]></category>
		<category><![CDATA[Tableau Software]]></category>
		<category><![CDATA[Tableau Tips]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=774</guid>
		<description><![CDATA[1. Avoid the use of quick filters on dashboards to improve load times. Use cross tabs, heat maps and highlight table filters&#8230;.sometimes pie charts work for this purpose as well. 2. Keep dashboards to 4 panes and imagine a Z &#8230;... <a href="http://www.interworks.co.uk/en/2012/01/04/dan-murrays-tableau-best-practices-top-10-list/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>1. Avoid the use of quick filters on dashboards to improve load times. Use cross tabs, heat maps and highlight table filters&#8230;.sometimes pie charts work for this purpose as well.</p>
<p>2. Keep dashboards to 4 panes and imagine a Z pattern of importance from upper left to lower right.</p>
<p>3. Don&#8217;t build grids or pivot-table-looking dashboards. Use visual analytics and bring details in on demand via filter actions, jump filters, annotation or customized tooltips.</p>
<p>4. Pimp your tooltips at the end. If you don&#8217;t, you will create more work for yourself.</p>
<p>5. Use color sparingly and never more than 2 ways in a single dashboard. Preferably one.</p>
<p>6. Avoid pie charts for one to many comparisons.</p>
<p>7. Use bullet graphs or bar charts.</p>
<p>8. Don&#8217;t repeat the same chart type in dashboards &#8211; its boring.</p>
<p>9. Leverage data blending for ad hoc analysis to add meaning and WOW factor.</p>
<p>10. Strive for a high data to ink ratio &#8211; eliminate color, shape, size or text that doesn&#8217;t add information or is redundant.</p>
<p>Finally, be aware of the three types of data and in what contexts they arise.  And, to insure success&#8230;.get training&#8230;.preferably a 2-day onsite to learn technique&#8230;.from InterWorks.</p>

	Tags: <a href="http://www.interworks.co.uk/en/tag/business-intelligence/" title="Business Intelligence" rel="tag">Business Intelligence</a>, <a href="http://www.interworks.co.uk/en/tag/dan-murray/" title="Dan Murray" rel="tag">Dan Murray</a>, <a href="http://www.interworks.co.uk/en/tag/tableau-software/" title="Tableau Software" rel="tag">Tableau Software</a>, <a href="http://www.interworks.co.uk/en/tag/tableau-tips/" title="Tableau Tips" rel="tag">Tableau Tips</a><br />
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		<title>2011 wrap up.</title>
		<link>http://www.interworks.co.uk/en/2011/12/31/2011-wrap-up/</link>
		<comments>http://www.interworks.co.uk/en/2011/12/31/2011-wrap-up/#comments</comments>
		<pubDate>Sat, 31 Dec 2011 22:58:03 +0000</pubDate>
		<dc:creator>tcostello</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[InterWorks]]></category>
		<category><![CDATA[Team]]></category>
		<category><![CDATA[Year End Review]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=779</guid>
		<description><![CDATA[It’s been a remarkable year for me; without a doubt the best year of my career (ever).  I was fortunate enough to be invited to give presentations on Tableau and SQL Server in Canada, Texas, Oklahoma, Tennessee, Louisiana and Michigan.  I delivered 16 presentations this year (for a total of 27 since my first talk in January of 2010).  I feel like I’ve grown a lot as a speaker this year.  I have yet to get a full night of sleep before a presentation; I’m hoping next year I can make that happen!... <a href="http://www.interworks.co.uk/en/2011/12/31/2011-wrap-up/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>It’s been a remarkable year for me; without a doubt the best year of my career (ever).  I was fortunate enough to be invited to give <a href="http://www.timcost.com/presentations/">presentations </a>on Tableau and SQL Server in Canada, Texas, Oklahoma, Tennessee, Louisiana and Michigan.  I delivered 16 presentations this year (for a total of 27 since my first talk in January of 2010).  I feel like I’ve grown a lot as a speaker this year.  I have yet to get a full night of sleep before a presentation; I’m hoping next year I can make that happen!</p>
<p>2011 was the year I started working for Interworks.  Working for Interworks has been the single best working experience of my life.  I’ve always believed that the only way to grow as a professional is to surround yourself with people that are better than you.  I crave the sort of challenge I get from working with the best of the best.  I’ve found that team at Interworks.</p>
<p>I try to learn something from everyone I encounter.  I look for mentors everywhere.  This year I learned the most from three members of my team.</p>
<p><a href="https://www.interworks.com/company/our-team/staff/dan-murray">Dan Murray</a> (<a href="https://twitter.com/#!/DGM885">Twitter</a>) taught me how to look at problems with the eyes of a disruptor.  Look for opportunities to disrupt the status quo.  Don’t be afraid to ask ‘Why are you doing it that way’; don’t be afraid to say that there’s a better way.  I’ll let you in on a secret about my team, we’re all disruptors and we’re led by an anarchist (Dan).  Sounds crazy, but it works.</p>
<p><a href="https://www.interworks.com/company/our-team/staff/brian-bickell">Brian Bickell’s</a> (<a href="https://twitter.com/#!/brianbickell">Twitter</a>)  tagline on twitter is ‘Hide your bad data and screwed up processes, I&#8217;m the bad guy with the flashlight.’  This year Brian taught me to grab a flashlight in one hand, a keyboard in the other and dive into the dark places where the bad SQL goes to hide.  Working with Brian has reminded me how much I love problem solving.</p>
<p>The member of my team that’s surprised me the most has been <a href="https://www.interworks.com/company/our-team/staff/ben-bausili">Ben Bausili</a> (<a href="https://twitter.com/#!/nebbed">Twitter</a>).  Ben is the most creative problem solver on our team.  He’s come up with solutions that astound me.  When I get stuck, I go to Ben.  His solutions are clean, simple … elegant.  In a world of complicated problems, preconceptions and arbitrary limits Ben cuts through the crap and finds the simple answers.  I’m still trying to learn that trick.</p>
<p>This year I’ve learned the difference between contracting and consulting (brother, there are a LOT of differences).  I’ve worked with clients in health care, government and education.  I’ve worked with mega huge companies and very small mom and pop shops.  I’ve learned how to work from home (a first for me) and how to work on the road (another first).  I’ve never worked harder in my life and I’ve never been happier with my work.</p>
<p>Next year I hope to learn more, do more, and be more.  I want to lose some weight and spend some more time with my kids.  I want to be a better husband for my wife.  I want to keep loving what I do every day.  I hope for the same for you.</p>

	Tags: <a href="http://www.interworks.co.uk/en/tag/business-intelligence/" title="Business Intelligence" rel="tag">Business Intelligence</a>, <a href="http://www.interworks.co.uk/en/tag/interworks/" title="InterWorks" rel="tag">InterWorks</a>, <a href="http://www.interworks.co.uk/en/tag/team/" title="Team" rel="tag">Team</a>, <a href="http://www.interworks.co.uk/en/tag/year-end-review/" title="Year End Review" rel="tag">Year End Review</a><br />
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		<title>Non-Traditional Data Sources in Tableau</title>
		<link>http://www.interworks.co.uk/en/2011/12/19/non-traditional-data-sources-in-tableau/</link>
		<comments>http://www.interworks.co.uk/en/2011/12/19/non-traditional-data-sources-in-tableau/#comments</comments>
		<pubDate>Mon, 19 Dec 2011 15:59:05 +0000</pubDate>
		<dc:creator>tcostello</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[BI]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[clipboard]]></category>
		<category><![CDATA[Data Sources]]></category>
		<category><![CDATA[Data Visualization]]></category>
		<category><![CDATA[Tableau]]></category>
		<category><![CDATA[Tableau Software]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=783</guid>
		<description><![CDATA[Tableau gives us a lot of ways to connect to data. We can easily connect to Excel, Access, SQL Server, Oracle … the list goes on and on. One place that’s not in that list is email. We get a lot of data that’s been copied from some data source somewhere and pasted into email. It’s actually very easy to bring that data into Tableau. Simply copy the data (assuming it’s formatted as columns and rows) and paste it into Tableau. I’ve created the following short video to demonstrate this technique.... <a href="http://www.interworks.co.uk/en/2011/12/19/non-traditional-data-sources-in-tableau/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>Tableau gives us a lot of ways to connect to data. We can easily connect to Excel, Access, SQL Server, Oracle … the list goes on and on. One place that’s not in that list is email. We get a lot of data that’s been copied from some data source somewhere and pasted into email. It’s actually very easy to bring that data into Tableau. Simply copy the data (assuming it’s formatted as columns and rows) and paste it into Tableau. I’ve created the following short video to demonstrate this technique.</p>
<p><object style="height: 390px; width: 640px;" width="640" height="360" classid="clsid:d27cdb6e-ae6d-11cf-96b8-444553540000" codebase="http://download.macromedia.com/pub/shockwave/cabs/flash/swflash.cab#version=6,0,40,0"><param name="allowFullScreen" value="true" /><param name="allowScriptAccess" value="always" /><param name="src" value="http://www.youtube.com/v/eRsZGGPVrcA?version=3&amp;feature=player_embedded" /><param name="allowfullscreen" value="true" /><param name="allowscriptaccess" value="always" /><embed style="height: 390px; width: 640px;" width="640" height="360" type="application/x-shockwave-flash" src="http://www.youtube.com/v/eRsZGGPVrcA?version=3&amp;feature=player_embedded" allowFullScreen="true" allowScriptAccess="always" allowfullscreen="true" allowscriptaccess="always" /></object></p>

	Tags: <a href="http://www.interworks.co.uk/en/tag/bi/" title="BI" rel="tag">BI</a>, <a href="http://www.interworks.co.uk/en/tag/business-intelligence/" title="Business Intelligence" rel="tag">Business Intelligence</a>, <a href="http://www.interworks.co.uk/en/tag/clipboard/" title="clipboard" rel="tag">clipboard</a>, <a href="http://www.interworks.co.uk/en/tag/data-sources/" title="Data Sources" rel="tag">Data Sources</a>, <a href="http://www.interworks.co.uk/en/tag/data-visualization/" title="Data Visualization" rel="tag">Data Visualization</a>, <a href="http://www.interworks.co.uk/en/tag/tableau/" title="Tableau" rel="tag">Tableau</a>, <a href="http://www.interworks.co.uk/en/tag/tableau-software/" title="Tableau Software" rel="tag">Tableau Software</a><br />
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		<title>Quick Connect to Excel Spreadsheet from Tableau</title>
		<link>http://www.interworks.co.uk/en/2011/12/15/quick-connect-to-excel-spreadsheet-from-tableau/</link>
		<comments>http://www.interworks.co.uk/en/2011/12/15/quick-connect-to-excel-spreadsheet-from-tableau/#comments</comments>
		<pubDate>Thu, 15 Dec 2011 16:02:57 +0000</pubDate>
		<dc:creator>tcostello</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Data Visualization]]></category>
		<category><![CDATA[Excel]]></category>
		<category><![CDATA[Microsoft Excel]]></category>
		<category><![CDATA[Tableau]]></category>
		<category><![CDATA[Tableau Server]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=785</guid>
		<description><![CDATA[There are a couple ways we can connect to data in Excel … today I want to show you one that many people overlook.  You can simply drag an icon for a file that Tableau recognizes (Microsoft Access, Microsoft Excel &#8230;... <a href="http://www.interworks.co.uk/en/2011/12/15/quick-connect-to-excel-spreadsheet-from-tableau/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>There are a couple ways we can connect to data in Excel … today I want to show you one that many people overlook.  You can simply drag an icon for a file that Tableau recognizes (Microsoft Access, Microsoft Excel or a Text File like a .csv or .txt) from your desktop or Windows explorer directly onto your Tableau desktop and Tableau will open the ‘Connect To Data’ window and auto-map the full path to your file for you.  Check out the video for a quick run through of how this works.</p>
<p><object style="height: 390px; width: 640px"><param name="movie" value="http://www.youtube.com/v/i7mwkkWuJaw?version=3&#038;feature=player_embedded"><param name="allowFullScreen" value="true"><param name="allowScriptAccess" value="always"><embed src="http://www.youtube.com/v/i7mwkkWuJaw?version=3&#038;feature=player_embedded" type="application/x-shockwave-flash" allowfullscreen="true" allowScriptAccess="always" width="640" height="360"></object></p>

	Tags: <a href="http://www.interworks.co.uk/en/tag/business-intelligence/" title="Business Intelligence" rel="tag">Business Intelligence</a>, <a href="http://www.interworks.co.uk/en/tag/data-visualization/" title="Data Visualization" rel="tag">Data Visualization</a>, <a href="http://www.interworks.co.uk/en/tag/excel/" title="Excel" rel="tag">Excel</a>, <a href="http://www.interworks.co.uk/en/tag/microsoft-excel/" title="Microsoft Excel" rel="tag">Microsoft Excel</a>, <a href="http://www.interworks.co.uk/en/tag/tableau/" title="Tableau" rel="tag">Tableau</a>, <a href="http://www.interworks.co.uk/en/tag/tableau-server/" title="Tableau Server" rel="tag">Tableau Server</a><br />
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		<title>DFW.TUG Year End Retrospective</title>
		<link>http://www.interworks.co.uk/en/2011/12/14/dfw-tug-year-end-retrospective/</link>
		<comments>http://www.interworks.co.uk/en/2011/12/14/dfw-tug-year-end-retrospective/#comments</comments>
		<pubDate>Wed, 14 Dec 2011 16:05:06 +0000</pubDate>
		<dc:creator>tcostello</dc:creator>
				<category><![CDATA[Blog]]></category>
		<category><![CDATA[Business Intelligence]]></category>
		<category><![CDATA[Dallas]]></category>
		<category><![CDATA[DFW.TUG]]></category>
		<category><![CDATA[Fort Worth]]></category>
		<category><![CDATA[Party]]></category>
		<category><![CDATA[Tableau]]></category>

		<guid isPermaLink="false">http://www.interworks.co.uk/?p=788</guid>
		<description><![CDATA[Last night was the Dallas – Fort Worth Tableau user group’s annual holiday party.  They say there aint no party like a data geek party, I think the 15 data geeks in attendance last night would agree!... <a href="http://www.interworks.co.uk/en/2011/12/14/dfw-tug-year-end-retrospective/">[Read More]</a>]]></description>
			<content:encoded><![CDATA[<p>Last night was the Dallas – Fort Worth Tableau user group’s annual holiday party.  They say there aint no party like a data geek party, I think the 15 data geeks in attendance last night would agree!</p>
<p>One of my favorite traditions is the year end retrospective blog post.  This has been a fun year for the DFW.TUG.  We had a lot of great content this year.  The highlights for me were the sessions that members of our group presented.   Sonia Raval did a great talk on data blending and Matt Krzysiak shared a talk on how his workflow has changed since adopting Tableau.  Matt did a version of this talk during out very first session; it was a real pleasure to see it again and to see how his workflow has changed in the last year.</p>
<p>This has been a great year for our group, next year promises even more fun.  We’re planning some sort of event (either a group night or maybe a half day training session) in Dallas, another in Fort Worth and regular group nights in Las Colinas.  This year we’re hoping to do at least one virtual session (Andy Cotgreave will share his Tool Tip magic with us).  There has been some talk of a Dallas Iron Viz challenge where we bring together masters of different analytics tools (like Reporting Services, Qlikview, Tableau) to face off in a data viz showdown.  It will be an epic battle, in the end there can be only one!  (Come on!  I’m allowed at least one gratuitous sci-fi reference per post! – tc)</p>
<p>If you live in the DFW area or find yourself visiting during the third week of any month email me at<a href="mailto:Tim.Costello@Interworks.com">Tim.Costello@Interworks.com</a> and I’ll help you connect with the group.  We’ll be the ones getting geeky with our data!</p>

	Tags: <a href="http://www.interworks.co.uk/en/tag/business-intelligence/" title="Business Intelligence" rel="tag">Business Intelligence</a>, <a href="http://www.interworks.co.uk/en/tag/dallas/" title="Dallas" rel="tag">Dallas</a>, <a href="http://www.interworks.co.uk/en/tag/dfw-tug/" title="DFW.TUG" rel="tag">DFW.TUG</a>, <a href="http://www.interworks.co.uk/en/tag/fort-worth/" title="Fort Worth" rel="tag">Fort Worth</a>, <a href="http://www.interworks.co.uk/en/tag/party/" title="Party" rel="tag">Party</a>, <a href="http://www.interworks.co.uk/en/tag/tableau/" title="Tableau" rel="tag">Tableau</a><br />
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