Workflows

The examples found in this section are much more about application, things I have cooked up and tried. These examples are much less likely to run in your environment since they may require additional dependencies or depend on datasets not included with this repository.

• Enrich Variable Name Lookup
  • Load Excel Table with Various Representations of Enrich Names
  • Create a Country Object Instance
  • Perform Lookups
    • ArcGIS Pro Enrich Names
    • ArcMap Enrich Names
    • Field Names
    • Preprocessing with Lookup
  • Concantenating for Local Enrich
  • Adding Onto Existing Table
    • Saving Results
  • Garbage Disposal Function
• Enrich Store Locations
  • Setup
    • Using Python-DotEnv
    • Parameterizing
    • Create GIS Object Instance
  • Get Store Locations
    • Create Item Instance
    • Get the Layer
    • Get the Data
  • Enrich Data
    • Create a Country
    • Filter to Variables of Interest
    • Pre-Python API v2.0.1
      • Create Geometries to Enrich
    • Post Python API v2.0.1
      • Travel Modes
      • Use Rural Driving Modes
• Variables for Medical Fraud
  • Create a Country Object Instance
  • Retrieve Standard Geographies for Analysis
  • Enrich
    • Get Variables for Enrichment
    • Perform Enrichment
  • Add Aliases
    • Create Pandas Series for Alias Lookup
    • Use Alias List to Look Up Relevant Column Aliases
    • Prune Columns
    • Apply Aliases
  • Final Product - Export to Excel
• Clustering Block Groups
  • Pipeline for Zip Codes
    • Get a Local Country
    • Select Variables
    • Get Standard Geography Name
    • Enrich Preprocessor
    • Filtering Columns
  • Clustering Block Groups Using Demographics
    • Source - ArcGIS Online
    • Selecting Variables
    • Get Demographics
      • Get Just the Enriched Columns
    • Data Cleanup
    • Dimensionalty Reduction
    • Clustering
    • Dissolve Clusters
  • Visualizing, Sharing and Interrogating