Running Smart Discovery

You can run Smart Discovery to gain insights on how underlying variables influence a target in relation to an entity within a dataset in a story.

Context

You can launch Smart Discovery when you start a new story or open a story containing a dataset you want to explore. There are two areas in the Smart Discovery side panel - Topic and Advanced Settings. The Topic area contains three sections, and is where you define exactly what data you want to explore:
  • Target: The Target is the measure or dimension you’d like to know more about.

  • Entity: The Entity defines the dimensions you’d like to explore in relation to the target, and the level to which Smart Discovery must aggregate your data to analyze it for you.

  • Filters: You can also refine the scope of your topic by adding Filters.

Select both a target and an entity to get the best possible insight into your data. The filter selection is optional.

Procedure

  1. To launch a Smart Discovery:
    • If you're creating a new story: go to Start of the navigation path Main Menu Next navigation step  Create Next navigation step  StoryEnd of the navigation path and then select Run a Smart Discovery .
    • If you want to run a Smart Discovery on a data set in an existing story: go to the () Main Menu, select Start of the navigation path Browse Next navigation step  FilesEnd of the navigation path and select your story. Once the story is loaded, change the mode to Edit. When the toolbar is collapsed, select Start of the navigation pathTools Next navigation step Smart DiscoveryEnd of the navigation path. When the toolbar is expanded, select Start of the navigation pathTools Next navigation step  (Smart Discovery)End of the navigation path.
  2. Configure settings in the Smart Discovery side panel.
    1. Select the Target dimension or measure from the +select a dimension or a measure list under Topic.
      Note

      When you select a dimension as your target, the Select Target Group Members for <selected dimension> dialog is displayed with all the dimension members listed under Available Members. Select the members you want to use as part of the target group definition, and they're automatically added to the Selected Members column. It's not possible to add all members to the Selected Members column, as that leaves nothing for comparison during the analysis. You must have two groups - one representing the dimension members that belong to your selected target group, and one representing the dimension members that don't belong to your target group. Select OK to continue.

      Your selection is then represented in the Smart Discovery side panel as your selected target group members. Smart Discovery analyzes the characteristics of your Entity that differentiate the dimension members that belong to your selected target group from the dimension members that don't belong to your target group.

    2. Select the Entity dimension or dimensions from the +select a dimension list under Topic.
    3. Select Filters from the +add filters list under Topic.
      Note
      Smart Discovery can handle a finite data size; use filters to reduce the data size. Currently, you can't run a Smart Discovery on more than one million cells. By filtering the data first, you can reduce the number of cells included in your dataset. The number of cells is calculated by multiplying the number of measures by the number of records.
    4. Specify Advanced Settings:
      • Use the Included Columns section to specifically determine which measures and dimensions to include in the discovery. By default, all measures and dimensions in the data set are included in the discovery scope.
        • Select Measures to display the Set Measures to Include in Discovery dialog. Choose the measures you want to include.
        • Select Dimensions to display the Set Dimensions to Include in Discovery dialog. Choose the dimensions you want to include.
        • Select OK to submit your selections.

          The number of selected measures and dimensions is indicated as well as a listing of the selected items under Measures and Dimensions.

    5. Select the Preview button to open the Smart Discovery Data Preview dialog, and get a brief summary of the data you’ve selected to explore.

      For more information about the Smart Discovery Data Preview, please refer to the chapter called Smart Discovery Data Preview Dialog.

    6. Select Run to launch Smart Discovery, when you're happy with the data you've selected to explore.
      You can select Run straight away after defining your target, entity, filters, and advanced settings. If you decide to select Preview first, you have another opportunity to choose Run from the Smart Discovery Data Preview dialog. Once Smart Discovery completes the data analysis, the available Smart Discovery results are displayed under separate pages:
      • Overview

      • Key Influencers

      • Unexpected Values

      • Simulation

Results

After you have finished analyzing the results from your discovery, you can:
  • Save the Smart Discovery results as a part of the new or existing story
  • Share the story with other users in your organization