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    <title>topic Re: space time pattern mining with water quality data and data preparation in Spatial Data Science Questions</title>
    <link>https://community.esri.com/t5/spatial-data-science-questions/space-time-pattern-mining-with-water-quality-data/m-p/648550#M1478</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;moving to &lt;A href="https://community.esri.com/space/2051"&gt;Analysis&lt;/A&gt;​&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Fri, 13 May 2016 22:10:13 GMT</pubDate>
    <dc:creator>DanPatterson_Retired</dc:creator>
    <dc:date>2016-05-13T22:10:13Z</dc:date>
    <item>
      <title>space time pattern mining with water quality data and data preparation</title>
      <link>https://community.esri.com/t5/spatial-data-science-questions/space-time-pattern-mining-with-water-quality-data/m-p/648548#M1476</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I'm new to the space time pattern mining toolbox. I'd like to try visualizing my water quality data in this way if it is appropriate.&amp;nbsp; My thought is that the space aspect is where in the landscape the well lies within my area of interest and time is the date the well is sampled. I might see clustering of parameters (Mg, Mn, total dissolved solids, etc) over time near certain mining features.&amp;nbsp; Since the wells are stationary, though, all the data will be stacked over discrete points with lots of space in between. Appropriate use?&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;General data prep question:&amp;nbsp; Can a feature relationship class that relates an XY location with tables of parameters work in the script or do I need to add XY location to each row of parameters?&amp;nbsp; Data would have multiple attributes and time stamps at a single location.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thanks for any help, Linda&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 13 May 2016 01:23:58 GMT</pubDate>
      <guid>https://community.esri.com/t5/spatial-data-science-questions/space-time-pattern-mining-with-water-quality-data/m-p/648548#M1476</guid>
      <dc:creator>LindaDeLay</dc:creator>
      <dc:date>2016-05-13T01:23:58Z</dc:date>
    </item>
    <item>
      <title>Re: space time pattern mining with water quality data and data preparation</title>
      <link>https://community.esri.com/t5/spatial-data-science-questions/space-time-pattern-mining-with-water-quality-data/m-p/648549#M1477</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;first the tools &lt;A href="http://desktop.arcgis.com/en/arcmap/latest/tools/space-time-pattern-mining-toolbox/an-overview-of-the-space-time-pattern-mining-toolbox.htm" title="http://desktop.arcgis.com/en/arcmap/latest/tools/space-time-pattern-mining-toolbox/an-overview-of-the-space-time-pattern-mining-toolbox.htm"&gt;An overview of the Space Time Pattern Mining toolbox—Help | ArcGIS for Desktop&lt;/A&gt; &lt;/P&gt;&lt;P&gt;then some resources &lt;A href="https://blogs.esri.com/esri/arcgis/2010/07/13/spatial-statistics-resources/" title="https://blogs.esri.com/esri/arcgis/2010/07/13/spatial-statistics-resources/"&gt;Spatial Statistics Resources | ArcGIS Blog&lt;/A&gt; &lt;/P&gt;&lt;P&gt;and the creation &lt;A href="http://desktop.arcgis.com/en/arcmap/latest/tools/space-time-pattern-mining-toolbox/create-space-time-cube.htm" title="http://desktop.arcgis.com/en/arcmap/latest/tools/space-time-pattern-mining-toolbox/create-space-time-cube.htm"&gt;Create Space Time Cube—Help | ArcGIS for Desktop&lt;/A&gt; &lt;/P&gt;&lt;P&gt;then multidimensiona data in general &lt;A href="http://desktop.arcgis.com/en/arcmap/latest/tools/multidimension-toolbox/an-overview-of-the-multidimension-toolbox.htm" title="http://desktop.arcgis.com/en/arcmap/latest/tools/multidimension-toolbox/an-overview-of-the-multidimension-toolbox.htm"&gt;An overview of the Multidimension toolbox—Help | ArcGIS for Desktop&lt;/A&gt; &lt;/P&gt;&lt;P&gt;The question would be how dense is your spatial framework? a few sampling points? and how far along are you in the readings?&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 13 May 2016 01:43:30 GMT</pubDate>
      <guid>https://community.esri.com/t5/spatial-data-science-questions/space-time-pattern-mining-with-water-quality-data/m-p/648549#M1477</guid>
      <dc:creator>DanPatterson_Retired</dc:creator>
      <dc:date>2016-05-13T01:43:30Z</dc:date>
    </item>
    <item>
      <title>Re: space time pattern mining with water quality data and data preparation</title>
      <link>https://community.esri.com/t5/spatial-data-science-questions/space-time-pattern-mining-with-water-quality-data/m-p/648550#M1478</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;moving to &lt;A href="https://community.esri.com/space/2051"&gt;Analysis&lt;/A&gt;​&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 13 May 2016 22:10:13 GMT</pubDate>
      <guid>https://community.esri.com/t5/spatial-data-science-questions/space-time-pattern-mining-with-water-quality-data/m-p/648550#M1478</guid>
      <dc:creator>DanPatterson_Retired</dc:creator>
      <dc:date>2016-05-13T22:10:13Z</dc:date>
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