Question 1

An implementation engineer has been asked to perform QA for a standard file ingestion, done by the client.
The source file that was ingested can be seen below:

The number of rows added to this data stream is 3. What could have led to this discrepancy?
  • Question 2

    Your client would like to create a new harmonization field - Exam Topic.
    The below table represents the harmonization logic from each source.

    As can be seen from the table there are in fact two fields that hold a certain connection: Exam ID and Exam Topic. The connection indicates that where an Exam ID is found -a single Exam Topic value is associated with it.
    The Client has a requirement to be able to view measurements from all data sources sliced by Exam Topic values as seen in the following example:

    Which harmonization feature should an Implementation engineer use to meet the client's requirement?
  • Question 3

    A client has provided you with sample files of their data from the following data sources:
    1.Google Analytics
    2.Salesforce Marketing Cloud
    The link between these sources is on the following two fields:
    Message Send Key
    A portion of: web_site_source_key
    Below is the logic the client would like to have implemented in Datorama:
    For 'web site medium' values containing the word "email" (in all of its forms), the section after the "_" delimiter in 'web_site_source_key' is a 4 digit number, which matches the 'Message Send Key' values from the Salesforce Marketing Cloud file. Possible examples of this can be seen in the following table:
    Google Analytics:

    Salesforce Marketing Cloud:

    The client's objective is to visualize the mutual key values alongside measurements from both files in a table.

    In order to achieve this, what steps should be taken?
  • Question 4

    Your client provided the following sources:
    Source 1:

    Source 2:

    Source 3:

    As can be seen, the Product values present in sources 2 and 3 are similar and can be linked with the first extraction from 'Media Buy Name' in source1 The end goal is to achieve a final view of Product Group alongside Clicks and Sign Ups, as described below:

    Which two options will meet the client's requirement and enable the desired view?
  • Question 5

    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?