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    <title>topic Re: Spatial points pattern in Mapping Questions</title>
    <link>https://community.esri.com/t5/mapping-questions/spatial-points-pattern/m-p/412045#M4479</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;from the &lt;A href="http://resources.arcgis.com/en/help/main/10.2/index.html#/How_Average_Nearest_Neighbor_works/005p0000000p000000/"&gt;average nearest neighbour&lt;/A&gt; how it works section,&amp;nbsp; &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;you observed average nearest neighbours is going to be small relative to the expected&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;ANN = Do/De&amp;nbsp; &amp;lt; 1 clustering, &amp;gt; 1 dispersed&lt;/P&gt;&lt;P&gt;​De depends upon area... what is your area?&amp;nbsp; you have a bounding rectangle but was it used as the extent for the analysis?&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Thu, 05 Mar 2015 02:36:58 GMT</pubDate>
    <dc:creator>DanPatterson_Retired</dc:creator>
    <dc:date>2015-03-05T02:36:58Z</dc:date>
    <item>
      <title>Spatial points pattern</title>
      <link>https://community.esri.com/t5/mapping-questions/spatial-points-pattern/m-p/412044#M4478</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi all&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I have points data which represent infected palms in block plantation. I want to analyze whether the infected palms are random, dispersed, or dispersed distribution.&lt;/P&gt;&lt;P&gt;I thought the extension of spatial statistic in ArcInfo could help me to measure the distribution. But I doubt the result, when I creating dummy data (clearly clustered distribution) and I execute with Average Nearest Neighbor tools, the result is at dispersed distribution!&lt;/P&gt;&lt;P&gt;I attach my dummy data here.&lt;/P&gt;&lt;P&gt;If anyone could give me suggestion, it would be appreciated.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thanks&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;-anggi&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;IMG alt="infected_dummy.jpg" class="image-1 jive-image" src="https://community.esri.com/legacyfs/online/68433_infected_dummy.jpg" style="width: 620px; height: 318px;" /&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 05 Mar 2015 02:01:22 GMT</pubDate>
      <guid>https://community.esri.com/t5/mapping-questions/spatial-points-pattern/m-p/412044#M4478</guid>
      <dc:creator>AnggiKusumawardani</dc:creator>
      <dc:date>2015-03-05T02:01:22Z</dc:date>
    </item>
    <item>
      <title>Re: Spatial points pattern</title>
      <link>https://community.esri.com/t5/mapping-questions/spatial-points-pattern/m-p/412045#M4479</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;from the &lt;A href="http://resources.arcgis.com/en/help/main/10.2/index.html#/How_Average_Nearest_Neighbor_works/005p0000000p000000/"&gt;average nearest neighbour&lt;/A&gt; how it works section,&amp;nbsp; &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;you observed average nearest neighbours is going to be small relative to the expected&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;ANN = Do/De&amp;nbsp; &amp;lt; 1 clustering, &amp;gt; 1 dispersed&lt;/P&gt;&lt;P&gt;​De depends upon area... what is your area?&amp;nbsp; you have a bounding rectangle but was it used as the extent for the analysis?&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 05 Mar 2015 02:36:58 GMT</pubDate>
      <guid>https://community.esri.com/t5/mapping-questions/spatial-points-pattern/m-p/412045#M4479</guid>
      <dc:creator>DanPatterson_Retired</dc:creator>
      <dc:date>2015-03-05T02:36:58Z</dc:date>
    </item>
    <item>
      <title>Re: Spatial points pattern</title>
      <link>https://community.esri.com/t5/mapping-questions/spatial-points-pattern/m-p/412046#M4480</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi Don&lt;/P&gt;&lt;P&gt;Thanks for your suggestion. I have tried to execute once and in environment work, I put my extent area. It works. The result is at clustered distribution.&lt;/P&gt;&lt;P&gt;I thought why my first trial failed was because i didn't put my extent, I only fill the area (optional) with my hectare area.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;-anggi&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 05 Mar 2015 02:59:27 GMT</pubDate>
      <guid>https://community.esri.com/t5/mapping-questions/spatial-points-pattern/m-p/412046#M4480</guid>
      <dc:creator>AnggiKusumawardani</dc:creator>
      <dc:date>2015-03-05T02:59:27Z</dc:date>
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