{"id":826531,"date":"2020-04-22T10:37:51","date_gmt":"2020-04-22T17:37:51","guid":{"rendered":"https:\/\/www.esri.com\/arcgis-blog\/?post_type=blog&p=826531"},"modified":"2022-11-25T09:47:02","modified_gmt":"2022-11-25T17:47:02","slug":"use-chime-arcgis-insights","status":"publish","type":"blog","link":"https:\/\/www.esri.com\/arcgis-blog\/products\/insights\/analytics\/use-chime-arcgis-insights","title":{"rendered":"Use the COVID-19 Hospital Impact Model for Epidemics (CHIME) application in ArcGIS Insights"},"author":6771,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","format":"standard","meta":{"_acf_changed":false,"_searchwp_excluded":""},"categories":[23341],"tags":[632011,575081,585551,100192,24341],"industry":[],"product":[36801],"class_list":["post-826531","blog","type-blog","status-publish","format-standard","hentry","category-analytics","tag-chime","tag-coronavirus","tag-covid-19","tag-learn-by-doing","tag-python","product-insights"],"acf":{"short_description":"Learn how to run a script in ArcGIS Insights and use the results to analyze hospital capacity in your health care region.","flexible_content":[{"acf_fc_layout":"content","content":"

With a few short steps, you can leverage ArcGIS Insights to run scripts and expand what\u2019s possible in your analysis. This article explains how to use Insights to run a script to analyze the impact of COVID-19 on hospitals in your health care region<\/em><\/p>\n

The CHIME (COVID-19 Hospital Impact Model for Epidemics) application<\/a> was developed in collaboration between Code for Philly and Penn Medicine to analyze hospital capacity. The application uses an SIR (Susceptible, Infected, Recovered) model to determine required capacity.<\/p>\n

The code from the CHIME application can be run in the scripting environment in ArcGIS Insights<\/a>, which is available to agencies responding to the COVID-19 pandemic through Esri\u2019s Disaster Response Program<\/a> (DRP). The code creates an output dataset, which can be used in Insights to create spatial and nonspatial visualizations to analyze epidemiology at a county level.<\/p>\n

See the full page example here<\/a>.<\/p>\n"},{"acf_fc_layout":"storymap","title":"","description":"","static":false,"storymap_url":"https:\/\/insights.arcgis.com\/#\/embed\/a7ec8a49039e44728068b7ce6805e54a<\/a>"},{"acf_fc_layout":"content","content":"

This workflow was last tested on November 25, 2022.<\/em><\/p>\n

Before you begin<\/h2>\n

Insights in ArcGIS Enterprise and Insights desktop support connections to a Jupyter Kernel Gateway, which can be used to open a scripting environment and run scripts in Python and R. If you have access to Insights in ArcGIS Online, either through your organization or from the DRP, you can download Insights desktop<\/a> and use it to access the Insights scripting environment. You can use your Insights in ArcGIS Online account to activate Insights desktop.<\/p>\n

You must also set up a Jupyter Kernel Gateway. Steps to set up a Jupyter Kernel Gateway can be found in the Insights Scripting Guide<\/a> on GitHub.<\/p>\n

The dataset used in this example contains the following fields. If you want to run the script using data from your own region, you will need a dataset with the equivalent information and field names.<\/p>\n