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    <title>topic Re: Do do I rangesum with multiple dimensions? in QlikView</title>
    <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130284#M371574</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I think this should work out for you.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Script:&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Table:&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;LOAD Year as Year1,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; Age,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; Loss&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;FROM&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;[data.xlsx]&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;(ooxml, embedded labels);&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;FinalTable:&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;LOAD Loss,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; Year1 as Year,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; Age,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; AutoNumber(Age, Year1) as Key&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Resident Table&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Order By Year1, Age;&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;DROP Table Table;&lt;/STRONG&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Mon, 11 Jul 2016 19:47:36 GMT</pubDate>
    <dc:creator>sunny_talwar</dc:creator>
    <dc:date>2016-07-11T19:47:36Z</dc:date>
    <item>
      <title>Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130271#M371561</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I have a dataset containing Year, Age, and Loss. &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;For example:&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;TABLE border="1" class="jiveBorder" style="border: 1px solid rgb(0, 0, 0); border-image: none; width: 100%;"&gt;&lt;TBODY&gt;&lt;TR&gt;&lt;TH style="text-align: center; background-color: #6690bc; color: #ffffff; padding: 2px;" valign="middle"&gt;&lt;STRONG&gt;Year&lt;/STRONG&gt;&lt;/TH&gt;&lt;TH style="text-align: center; background-color: #6690bc; color: #ffffff; padding: 2px;" valign="middle"&gt;&lt;STRONG&gt;Age&lt;/STRONG&gt;&lt;/TH&gt;&lt;TH style="text-align: center; background-color: #6690bc; color: #ffffff; padding: 2px;" valign="middle"&gt;&lt;STRONG&gt;Loss&lt;/STRONG&gt;&lt;/TH&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;2007&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;2&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;50&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;2007&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;3&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;100&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;2009&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;6&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;25&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;2007&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;12&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;60&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;2008&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;15&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;70&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;2009&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;16&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;45&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;2010&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;18&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;65&lt;/TD&gt;&lt;/TR&gt;&lt;/TBODY&gt;&lt;/TABLE&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;And I want to create a line chart with Age on the x-axis and cumulative loss amount on the y-axis, and a separate line for each year.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;So for 2007, age 1 would be 0, age 2 would be 50, age 3 would be 50 + 100 = 150, age 4 would be 150, ... age 12 would be 210, etc.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I created a line chart with Age as the first dimension and Year as the second.&amp;nbsp; The expression is&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #0000ff; font-size: 8pt;"&gt;RangeSum&lt;/SPAN&gt;&lt;SPAN style="font-size: 8pt;"&gt; (&lt;/SPAN&gt;&lt;SPAN style="color: #0000ff; font-size: 8pt;"&gt;above&lt;/SPAN&gt;&lt;SPAN style="font-size: 8pt;"&gt;(&lt;/SPAN&gt;&lt;SPAN style="color: #0000ff; font-size: 8pt;"&gt;sum&lt;/SPAN&gt;&lt;SPAN style="font-size: 8pt;"&gt;(Loss&lt;/SPAN&gt;&lt;SPAN style="font-size: 8pt;"&gt;),0,&lt;/SPAN&gt;&lt;SPAN style="color: #0000ff; font-size: 8pt;"&gt;RowNo&lt;/SPAN&gt;&lt;SPAN style="font-size: 8pt;"&gt;())) &lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="font-size: 8pt;"&gt;But this doesn't result in the right figures.&amp;nbsp; If I switch the chart to a table, the table looks like this:&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;TABLE border="1" class="jiveBorder" style="border: 1px solid rgb(0, 0, 0); border-image: none; width: 100%;"&gt;&lt;TBODY&gt;&lt;TR&gt;&lt;TH style="text-align: center; background-color: #6690bc; color: #ffffff; padding: 2px;" valign="middle"&gt;&lt;STRONG&gt;Age&lt;/STRONG&gt;&lt;/TH&gt;&lt;TH style="text-align: center; background-color: #6690bc; color: #ffffff; padding: 2px;" valign="middle"&gt;&lt;STRONG&gt;Year&lt;/STRONG&gt;&lt;/TH&gt;&lt;TH style="text-align: center; background-color: #6690bc; color: #ffffff; padding: 2px;" valign="middle"&gt;&lt;STRONG&gt;Loss&lt;/STRONG&gt;&lt;/TH&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;2&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;2007&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;50&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;3&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;2007&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;150&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;6&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;2009&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;175&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;12&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;2007&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;235&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="padding: 2px;"&gt;15&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;2008&lt;/TD&gt;&lt;TD style="padding: 2px;"&gt;305&lt;/TD&gt;&lt;/TR&gt;&lt;/TBODY&gt;&lt;/TABLE&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="font-size: 8pt;"&gt;So I thought maybe it had something to do with sorting, so I sorted the data in my data model by year and then by age but this didn't fix the problem.&amp;nbsp; &lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="font-size: 8pt;"&gt;What would the correct expression be for this?&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="font-size: 8pt;"&gt;Thanks!&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 11:56:45 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130271#M371561</guid>
      <dc:creator />
      <dc:date>2016-07-11T11:56:45Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130272#M371562</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Try this:&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;RangeSum(Above(&lt;SPAN style="color: #ff0000;"&gt;TOTAL&lt;/SPAN&gt; Sum(Loss), 0, RowNo(&lt;SPAN style="color: #ff0000;"&gt;TOTAL&lt;/SPAN&gt;)))&lt;/STRONG&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 12:35:57 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130272#M371562</guid>
      <dc:creator>sunny_talwar</dc:creator>
      <dc:date>2016-07-11T12:35:57Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130273#M371563</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Sunny,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thank you for the response but this doesn't quite work either. It look like this results in a cumulative loss for all years combined.&amp;nbsp; &lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 12:41:44 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130273#M371563</guid>
      <dc:creator />
      <dc:date>2016-07-11T12:41:44Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130274#M371564</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Is there a sample you can provide (may be a qvw where you have been working on) so that we can also play around with it a little &lt;IMG src="https://community.qlik.com/legacyfs/online/emoticons/happy.png" /&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 13:21:26 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130274#M371564</guid>
      <dc:creator>sunny_talwar</dc:creator>
      <dc:date>2016-07-11T13:21:26Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130275#M371565</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Sure, here you go:&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 13:40:37 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130275#M371565</guid>
      <dc:creator />
      <dc:date>2016-07-11T13:40:37Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130276#M371566</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Not sure if you have QV12 or not, but I can probably help you with a script solution for QV11.2 or before if you can confirm that one of these is what you are looking for.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;IMG alt="Capture.PNG" class="jive-image image-1" src="https://community.qlik.com/legacyfs/online/130851_Capture.PNG" style="height: 319px; width: 620px;" /&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 13:50:38 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130276#M371566</guid>
      <dc:creator>sunny_talwar</dc:creator>
      <dc:date>2016-07-11T13:50:38Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130277#M371567</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I have QV 11.2&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;That second chart looks right.&amp;nbsp; The values for 2008 don't look right in the first chart.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 13:55:08 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130277#M371567</guid>
      <dc:creator />
      <dc:date>2016-07-11T13:55:08Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130278#M371568</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;So here is what you need to do. On there first occurrence, sort by Year field first followed by age field. and then you can use this expression:&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Aggr(RangeSum(Above(Sum(Loss), 0, RowNo())), Year, Age)&lt;/STRONG&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 14:18:50 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130278#M371568</guid>
      <dc:creator>sunny_talwar</dc:creator>
      <dc:date>2016-07-11T14:18:50Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130279#M371569</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I'm not quite sure I understand what you mean when you say "On there first occurrence, sort by Year field first followed by age field."&amp;nbsp; I went into chart properties and selected 'Sort' but I don't see an option to sort Year first and Age second.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;If instead I change the chart to a straight table then it allows me to sort by Year and then Age. &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Here's what it looks like when I have the chart set to a line chart:&lt;/P&gt;&lt;P&gt;&lt;IMG class="jive-image image-1" src="https://community.qlik.com/legacyfs/online/130854_pastedImage_0.png" style="max-height: 900px; max-width: 1200px;" /&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;And then here's a straight table:&lt;/P&gt;&lt;P&gt;&lt;IMG class="jive-image image-2" src="https://community.qlik.com/legacyfs/online/130855_pastedImage_1.png" style="max-height: 900px; max-width: 1200px;" /&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 14:23:42 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130279#M371569</guid>
      <dc:creator />
      <dc:date>2016-07-11T14:23:42Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130280#M371570</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;This will be needed to be done in the script. Would you be able to provide this Excel file so that I can reload your qvw file?&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;C:\Users\A104028\Desktop\New Claims Tracking\CAD\Formula Test\&lt;SPAN style="color: #ff0000;"&gt;data.xlsx&lt;/SPAN&gt;&lt;/STRONG&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 14:44:57 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130280#M371570</guid>
      <dc:creator>sunny_talwar</dc:creator>
      <dc:date>2016-07-11T14:44:57Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130281#M371571</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Sure, here it is.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 14:46:41 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130281#M371571</guid>
      <dc:creator />
      <dc:date>2016-07-11T14:46:41Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130282#M371572</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;May be try like this:&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Table:&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;LOAD Year*100+Age as Sort1,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; Year as Year1,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; Age as Age1,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; Loss&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;FROM&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;[data.xlsx]&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;(ooxml, embedded labels);&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;FinalTable:&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;LOAD Year1 as Year,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; Age1 as Age,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; Loss,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; Sort1 as Sort,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; AutoNumber(Age1, Year1) as Key&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Resident Table&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Order By Sort1;&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;DROP Table Table;&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;The chart below should work the way you would expect.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 16:06:19 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130282#M371572</guid>
      <dc:creator>sunny_talwar</dc:creator>
      <dc:date>2016-07-11T16:06:19Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130283#M371573</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I feel like we're getting close.&amp;nbsp; This certainly works for the dataset I provided but it does not work when I apply this logic to my real dataset.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;In the dataset I provided, a subset of the data model looks like this:&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt;&amp;nbsp; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; 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font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt;&amp;nbsp; &lt;/SPAN&gt;&lt;/P&gt;&lt;TABLE border="0" cellpadding="0" cellspacing="0" width="187"&gt;&lt;TBODY&gt;&lt;TR&gt;&lt;TD height="17" style="border: 0.5pt solid gainsboro; border-image: none; background-color: whitesmoke;" width="36"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Age&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD style="border-width: 0.5pt 0.5pt 0.5pt 0px; border-style: solid solid solid none; border-color: gainsboro gainsboro gainsboro #333333; background-color: whitesmoke;" width="30"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Year&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD style="border-width: 0.5pt 0.5pt 0.5pt 0px; border-style: solid solid solid none; border-color: gainsboro gainsboro gainsboro #333333; background-color: whitesmoke;" width="26"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Key&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD style="border-width: 0.5pt 0.5pt 0.5pt 0px; border-style: solid solid solid none; border-color: gainsboro gainsboro gainsboro #333333; background-color: whitesmoke;" width="41"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Sort&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD style="border-width: 0.5pt 0.5pt 0.5pt 0px; border-style: solid solid solid none; border-color: gainsboro gainsboro gainsboro #333333; background-color: whitesmoke;" width="54"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Loss&lt;/STRONG&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;12&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;1&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200712&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;19&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200719&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2499999&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;26&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;3&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200726&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;-2000000&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;51&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;4&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200751&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;265000&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;52&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;5&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200752&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;370000&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;53&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;6&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200753&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;8500&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;54&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;7&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200754&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;0&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;55&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;8&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200755&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;-45286.6&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;56&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;9&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200756&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;12488.82&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;61&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;10&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200761&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;P&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;468&lt;/SPAN&gt;&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;/TBODY&gt;&lt;/TABLE&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt;&amp;nbsp; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt;&amp;nbsp; &lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;In my actual data, the same subset of data would look like this:&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt;&amp;nbsp; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; 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font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt; &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: Times New Roman; font-size: 12pt;"&gt;&amp;nbsp; &lt;/SPAN&gt;&lt;/P&gt;&lt;TABLE border="0" cellpadding="0" cellspacing="0" style="width: 187px;"&gt;&lt;TBODY&gt;&lt;TR&gt;&lt;TD height="17" style="border: 0.5pt solid gainsboro; border-image: none; background-color: whitesmoke;" width="36"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Age&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD style="border-width: 0.5pt 0.5pt 0.5pt 0px; border-style: solid solid solid none; border-color: gainsboro gainsboro gainsboro #333333; background-color: whitesmoke;" width="30"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Year&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD style="border-width: 0.5pt 0.5pt 0.5pt 0px; border-style: solid solid solid none; border-color: gainsboro gainsboro gainsboro #333333; background-color: whitesmoke;" width="26"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Key&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD style="border-width: 0.5pt 0.5pt 0.5pt 0px; border-style: solid solid solid none; border-color: gainsboro gainsboro gainsboro #333333; background-color: whitesmoke;" width="41"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Sort&lt;/STRONG&gt;&lt;/TD&gt;&lt;TD style="border-width: 0.5pt 0.5pt 0.5pt 0px; border-style: solid solid solid none; border-color: gainsboro gainsboro gainsboro #333333; background-color: whitesmoke;" width="54"&gt;&lt;STRONG style="color: #333333; font-family: Tahoma;"&gt;Loss&lt;/STRONG&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;12&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;12&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200712&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;19&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;19&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200719&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2499999&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;26&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;26&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200726&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;-2000000&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;51&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;51&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200751&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;265000&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;52&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;52&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200752&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;370000&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;53&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;53&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200753&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;8500&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;54&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;54&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200754&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;0&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;55&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;55&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200755&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;-45286.6&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;56&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;56&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200756&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;12488.82&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD align="right" height="17" style="border-width: 0px 0.5pt 0.5pt; border-style: none solid solid; border-color: #333333 gainsboro gainsboro; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;61&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;2007&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;61&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;200761&lt;/SPAN&gt;&lt;/TD&gt;&lt;TD align="right" style="border-width: 0px 0.5pt 0.5pt 0px; border-style: none solid solid none; border-color: #333333 gainsboro gainsboro #333333; background-color: white;"&gt;&lt;SPAN style="color: #333333; font-family: Tahoma;"&gt;468&lt;/SPAN&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;/TBODY&gt;&lt;/TABLE&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;As you can see, all columns are identical except for 'Key'.&amp;nbsp; The keys are difference because I have millions of records in my actual data, so I have a record for almost every year/age combination and therefore 2007 age 12 results in a key of 12 rather than 1.&amp;nbsp; I attached a QVW and data file showing what this ends up looking like in qlik.&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 17:41:39 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130283#M371573</guid>
      <dc:creator />
      <dc:date>2016-07-11T17:41:39Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130284#M371574</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I think this should work out for you.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Script:&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Table:&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;LOAD Year as Year1,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; Age,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; Loss&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;FROM&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;[data.xlsx]&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;(ooxml, embedded labels);&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;FinalTable:&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;LOAD Loss,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; Year1 as Year,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; Age,&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;&amp;nbsp; AutoNumber(Age, Year1) as Key&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Resident Table&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;Order By Year1, Age;&lt;/STRONG&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;STRONG&gt;DROP Table Table;&lt;/STRONG&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 11 Jul 2016 19:47:36 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130284#M371574</guid>
      <dc:creator>sunny_talwar</dc:creator>
      <dc:date>2016-07-11T19:47:36Z</dc:date>
    </item>
    <item>
      <title>Re: Do do I rangesum with multiple dimensions?</title>
      <link>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130285#M371575</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;That worked, thanks!&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Tue, 12 Jul 2016 11:13:45 GMT</pubDate>
      <guid>https://community.qlik.com/t5/QlikView/Do-do-I-rangesum-with-multiple-dimensions/m-p/1130285#M371575</guid>
      <dc:creator />
      <dc:date>2016-07-12T11:13:45Z</dc:date>
    </item>
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