ArcGIS Python Libraries in Action

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  Site selection

  Find restaurant clusters

  Review a workflow that explores data and performs clustering analysis to determine the potential best zones for a new restaurant in Pittsburgh.
• 

  Routing

  Find the nearest hospital

  This workflow creates routes to all nearby hospitals from an emergency incident to identify the optimal route to transport the injured.
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  Raster analytics

  Count features in satellite images

  This workflow counts the number of center pivots through the Difference of Gaussians method using the scikit-image library.
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  Deep learning

  Predict El Niño–Southern Oscillation

  Explore correlation analysis and time-series analysis to predict El Niño–Southern Oscillation (ENSO) based on climate variables and indexes.
• 

  Content management

  Check for broken URLs

  This workflow can be used to automatically identify WebMaps with broken layers and alert the necessary users to take appropriate action.
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  Administration

  Manage inactive users

  Learn how to sift users within a portal, disable those who haven't logged in for some time, and trigger an email informing them of this.
• 

  Network analysis

  Track river pollutants

  Find the watershed area that drains to a storm drain and identify the route that pollutants will take if they are dumped into the drain.
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  Machine learning

  Predict asthma rates

  Use the Forest-Based Classification method to identify the block groups that have the highest children's hospitalization rates for asthma issues.

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