Defining a Dataset
Dataset Definition
Three components can define any dataset. This can be helpful as a planning structure as you begin to build new datasets.
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Activities
All data is represented in the form of activities. In order to build a dataset, you first need to identify which activities have the information and customer behaviors you care about to answer your question. -
Occurrence
Do you want the first activity, the Nth (second, third, etc...), the last one, or all of them? -
Temporal Joins
Previously called "Relationships"
Temporal Joins define how you incorporate additional activities into your dataset. They enable you to enrich your dataset with information about specific customer behaviors.
Filtering, Aggregating, and Deriving New Columns
Once the dataset structure is defined, you can modify it further by:
- Filtering rows
- Deriving computed columns
- Aggregating the dataset
Start building datasets!
Browse the Dataset Tutorials for step-by-step examples.
Still have questions?
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Updated over 1 year ago