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Your client is interested in ingesting the below file:

The client decided to upload the file to a new generic data stream type and map ‘Date’ to ‘Day’ and ‘Number of Topics’ to a generic custom metric.
In regards to the fields ‘Meeting Code’ and ‘Meeting Name’, your client is debating several options.
Which two options would you recommend in order to avoid data loss?
An implementation engineer is requested to extract the first three-letter segment of the Campaign Name values.
For example:
Campaign Name: AFD@Mulop-1290
Desired outcome: AFD
Other examples:

Which formula will return the desired values?
What are two potential reasons for performance issues (when loading a dashboard) when using the CRM data stream type?
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 client would like to integrate the following two sources:
Google Campaign Manager:

IAS:

After configuring a Parent-Child relationship between the files, which query should an implementation engineer run in order to QA the setup?
Which three statements accurately describe the different data stream types in Marketing Cloud intelligence?
Which two statements are correct regarding the Parent-Child configuration?
A technical architect is provided with the logic and Opportunity file shown below:
The opportunity status logic is as follows:
For the opportunity stages “Interest”, “Confirmed Interest” and “Registered”, the status should be “Open”.
For the opportunity stage “Closed”, the opportunity status should be closed Otherwise, return null for the opportunity status.

Given the above file and logic and assume that the file is mapped in the OPPORTUNITIES Data Stream type with the following mapping:
“Day” — “Created Date”
“Opportunity Key” + Opportunity Key
“Opportunity Stage” — Opportunity Stage
A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 11th. What is the number of ‘opportunities in the Confirmed Interest stage?
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