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Overview

This section provides detailed procedures on the different types of data transformations you could perform.

You can transform your data using the pre-built transformation steps, or by through certain functions in the data preview panel. Transformation widgets for data science models are also available in Yellowfin's Marketplace, that allows users to integrate data models, such as PMML, PFA, R and H2O, into their platforms and apply them on their data.

 

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Transformation

 

Description

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Aggregate Step

Pre-built transformation step

This step summarises data including the ability to count, sum and average metric fields.

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Calculated Field

 

This step creates a calculated field based on other fields in the step.

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Filter

 

This step is for filtering data in a step.

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Merge

 

This step merges two sets of data based on the configured Join Fields.

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Split

 

This step duplicates an input dataset to create identical output datasets.

 PMML Model Prediction