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An implementation engineer is requested to create the harmonization field - Magician This field should come from multiple Twitter Ads data streams, and should follow the below logic:

Using the Harmonization Center, the engineer created a single Pattern for Campaign Name. What other action should the engineer take to meet the requirements?

• A. Create a second Pattern for Media Buy Name
• B. Create a second Pattern for Media Buy Name and add a validation list (with the two values) for the final Harmonized Dimension.
• C. Create a second Pattern for Media Buy Name and apply two Classification Rules (one for 'Messi' and another for Ronaldo') for the final Harmonized Dimension.
• D. Create a second Pattern for Media Buy Name and apply a Classification Rule (with the two values) for the final Harmonized Dimension

Which three statements accurately describe the different data stream types in Marketing Cloud intelligence?

• A. All data stream types consist of at least one entity
• B. Every data stream type includes the Medio Buy entity
• C. Each data stream type has its own set of measurements
• D. Each data stream type has Its own main entity
• E. All data stream types share at least one mutual measurement

An implementation engineer has been asked to perform a QA for a newly created harmonization field, Color, implemented by a client.
The source file that was ingested can be seen below:

The client performed the below standard mapping:

As a final step, the client had created the field 'Color'. As can be seen, it is extracted from the Creative Name (after the '#' sign).
For QA purposes, you have queried a pivot table, with the following fields:
* Media Buy Key
* Media Buy Name
* In View Impressions
The final pivot is presented below:

• A. A Harmonized dimension was created via a pattern over the Creative Name.
• B. An EXTRACT formula (for Color) was written and mapped to a Media Buy custom attribute.
• C. An EXTRACT formula (for Color) was written and mapped to a Creative custom attribute.
• D. A calculated dimension was created with the formula: EXTRACT([Creative_Namel, #1)

An implementation engineer has been provided with the below dataset:

*Note: CPC = Cost per Click
Formula: Cost / Clicks
Which action should an engineer take to successfully integrate CPC?

• A. Populate the logic within a custom measurement. Set Aggregation to AVG.
• B. Unmap it, as Datorama will calculate it automatically.
• C. Populate the logic within a custom measurement. Set Aggregation to SUM.
• D. Populate the logic within a custom measurement. No need to change Aggregation.

What is the relationship between "Media Buy Key" and "Creative Key?

• A. One-to-many (one Media Buy ley has many Creative Key)
• B. Many-to-many
• C. One-to-one
• D. Many-to-one (one Creative Key has many Media Buy Keys)