Solution Development
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Model tab > Spatial Correlation

Intended audience: end-users developers

AO Platform: 4.3

Spatial Correlation

The Model tab generally includes one or more of the following sections:

  • Data Fields - these are the data field configuration properties mandatory for the model to execute.

  • Model Specific Configurations - configuration properties in this section will vary depending on the selected model. If the model does not require additional configuration, the section(s) will not be shown.


Configuration

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Properties

Label

UI

Default

Description

Data Fields




  • Geometry (Points)

Radio-button

Geometry (Points)

Enable input of Topic property containing data using a geometry format (single field).

  • Lat / Long

Radio-button


Enable input of Topic properties containing data using the lat/long format (two fields).

  • Geometry Field

Dropdown w/Expression


Select a Topic property to identify geometry points. Only shown if Geometry (Points) radio-button is selected.

  • Latitude Field

Dropdown w/Expression


Select Topic property to identify a Latitude field. Only shown if Lat / Long radio-button is selected.

  • Longitude Field

Dropdown w/Expression


Select Topic property to identify a Longitude field. Only shown if Lat / Long radio-button is selected.

  • Distribution

Dropdown

Continuous - Normal

Select from the available options, including:

  • Continuous: Normal or Student-T

  • Count: Poisson or Negative Binomial

  • Proportion

  • Value

Dropdown w/Expression


Select a Topic property for the insight analysis.

  • Control Variables

Dropdown w/Expression



  • Preview Model Data

Button


Opens a dialog to view the data that will be used by the model. See Model > Model tab. Will be shown on a Map.

Model Configuration




Report by

Radio-button


Enables input of either …

  • a Region - City, Zip Code, County, State, Country

  • a Resolution - auto, 1-16

  • Region



Select a Region for the model analysis, including:

  • City

  • Zip Code

  • County

  • State

  • Country

Only shown if Region radio-button is selected.

  • Region MSO Property



Select the Region MSO property that includes the selected Region in the previous property. Only shown if Region radio-button is selected.

  • MSO Property



Select the MSO property from the customer data that shall be mapped to the Region property. Only shown if Region radio-button is selected.

  • Resolution

Dropdown

Auto

This is for Address-level details, or to allow selection of the smallest regions to be generated for the insight. If numbers are selected from a dropdown, the higher the number (1-16), the smaller the regions. Only shown if Resolution radio-button is selected.

  • Location

Dropdown

Full Address

Selection for the Location - used in the Infographic card. This "granularity" of the address information comes from the address returned by the reverse geocoding that comes from selecting the Resolution option. Only shown if Resolution radio-button is selected.

  • Based on Nominatim's reverse geocoder, the values in the "Reported Location Accuracy" dropdown are:

    • City + Postal Code

    • City + Postal Code + State

    • City + State

    • County

    • Full Address

    • Postal Code + State

    • State

  • Model Size

Number

Default (10000)

Select from either…

  • Default (10000)

  • Custom

  • Number of Trials

Number

10000

The Number of Trials is only shown if Custom is selected for Model Size.

  • Extrapolate Data for Region

ON/OFF toggle

ON

If enabled, for areas within a given Region that are missing spatial data, the model will extrapolate data to “fill in” the entire Region.

Rules for Adding to Insights Feed Page from Scheduler

Radio-buttons

Always Add

This section allows the user to select if the Quick Insight will be added to the Insights Feed page when generated from a Scheduled Task. See Model > Model tab.





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