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    <title>topic Coronavirus Dashboard Data Automation Methods in ArcGIS Living Atlas Questions</title>
    <link>https://community.esri.com/t5/arcgis-living-atlas-questions/coronavirus-dashboard-data-automation-methods/m-p/66533#M22</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Johns Hopkins University's well-known Coronavirus&amp;nbsp;&lt;A href="https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6"&gt;dashboard&lt;/A&gt;&amp;nbsp;had&amp;nbsp;automation support from the Esri Living Atlas team, according to its description. I am interested in knowing what did the team do&amp;nbsp;in regard to that? Since it is not a hosted feature layer and they have switched storing the data from Google Sheets to GitHub, how can a feature layer gets updated if the data is not uploading from a cloud service (Google Drive, OneDrive, Dropbox)?&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;And what are the differences between their own&amp;nbsp;&lt;A class="link-titled" href="https://www.arcgis.com/home/item.html?id=c0b356e20b30490c8b8b4c7bb9554e7c" title="https://www.arcgis.com/home/item.html?id=c0b356e20b30490c8b8b4c7bb9554e7c"&gt;ncov_cases&lt;/A&gt;&amp;nbsp;feature layer and the Living Atlas&amp;nbsp;&lt;A href="https://disasterresponse.maps.arcgis.com/home/item.html?id=bbb2e4f589ba40d692fab712ae37b9ac"&gt;Coronavirus COVID-19 Cases&lt;/A&gt;&amp;nbsp;layer?&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I am fascinated with how Esri was able to help aggregating multiple data sources into something that the University can use. I would like to know more about their workflow.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thank you&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Thu, 12 Mar 2020 23:08:06 GMT</pubDate>
    <dc:creator>Min-HungChou</dc:creator>
    <dc:date>2020-03-12T23:08:06Z</dc:date>
    <item>
      <title>Coronavirus Dashboard Data Automation Methods</title>
      <link>https://community.esri.com/t5/arcgis-living-atlas-questions/coronavirus-dashboard-data-automation-methods/m-p/66533#M22</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Johns Hopkins University's well-known Coronavirus&amp;nbsp;&lt;A href="https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6"&gt;dashboard&lt;/A&gt;&amp;nbsp;had&amp;nbsp;automation support from the Esri Living Atlas team, according to its description. I am interested in knowing what did the team do&amp;nbsp;in regard to that? Since it is not a hosted feature layer and they have switched storing the data from Google Sheets to GitHub, how can a feature layer gets updated if the data is not uploading from a cloud service (Google Drive, OneDrive, Dropbox)?&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;And what are the differences between their own&amp;nbsp;&lt;A class="link-titled" href="https://www.arcgis.com/home/item.html?id=c0b356e20b30490c8b8b4c7bb9554e7c" title="https://www.arcgis.com/home/item.html?id=c0b356e20b30490c8b8b4c7bb9554e7c"&gt;ncov_cases&lt;/A&gt;&amp;nbsp;feature layer and the Living Atlas&amp;nbsp;&lt;A href="https://disasterresponse.maps.arcgis.com/home/item.html?id=bbb2e4f589ba40d692fab712ae37b9ac"&gt;Coronavirus COVID-19 Cases&lt;/A&gt;&amp;nbsp;layer?&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I am fascinated with how Esri was able to help aggregating multiple data sources into something that the University can use. I would like to know more about their workflow.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thank you&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 12 Mar 2020 23:08:06 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-living-atlas-questions/coronavirus-dashboard-data-automation-methods/m-p/66533#M22</guid>
      <dc:creator>Min-HungChou</dc:creator>
      <dc:date>2020-03-12T23:08:06Z</dc:date>
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    <item>
      <title>Re: Coronavirus Dashboard Data Automation Methods</title>
      <link>https://community.esri.com/t5/arcgis-living-atlas-questions/coronavirus-dashboard-data-automation-methods/m-p/66534#M23</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hello Min-Hung,&amp;nbsp;&lt;/P&gt;&lt;P&gt;The COVID-19 layer is a feature service that uses the same &lt;A href="https://www.arcgis.com/home/group.html?content=all&amp;amp;id=8f3721913b474c87910c767e717bdc20#overview"&gt;Aggregated Live Feeds methodology&lt;/A&gt; as many of the near real-time&amp;nbsp;environmental layers found in Living Atlas. In short, we are downloading the latest data (from JHU), processing it locally, and publishing it as a hosted feature service. Every 20 minutes, the process is restarted and the service is overwritten with the latest information.&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;The two layers that you linked are actually the same. JHU added additional information to the ArcGIS Online content item for inclusion in Living Atlas, but if you look at the REST, they are the same item ID.&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;If you're interested in developing your own automated layers, there are&amp;nbsp;two Learn ArcGIS lessons on implementing Live Feeds:&lt;BR /&gt;&lt;A class="link-titled" href="https://learn.arcgis.com/en/projects/schedule-automated-near-real-time-data-updates/" title="https://learn.arcgis.com/en/projects/schedule-automated-near-real-time-data-updates/"&gt;Schedule Automated Near Real-Time Data Updates | Learn ArcGIS&lt;/A&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&lt;A class="link-titled" href="https://learn.arcgis.com/en/projects/update-real-time-data-with-python/" title="https://learn.arcgis.com/en/projects/update-real-time-data-with-python/"&gt;Update Real-Time Data with Python | Learn ArcGIS&lt;/A&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Cheers,&lt;/P&gt;&lt;P&gt;Dan&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 12 Mar 2020 23:42:59 GMT</pubDate>
      <guid>https://community.esri.com/t5/arcgis-living-atlas-questions/coronavirus-dashboard-data-automation-methods/m-p/66534#M23</guid>
      <dc:creator>DanPisut</dc:creator>
      <dc:date>2020-03-12T23:42:59Z</dc:date>
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