You are a Customer Data Platform Specialist. Your organization is using the Dynamics 365 Customer Insights as the Customer Data Platform.
Your marketing team wants to explore the suggested segments feature and create a segment based on measures.
Which four steps should be performed in sequence to achieve this goal? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
You are a Customer Data Platform Specialist. Your company's information technology department (IT) has a CSV file stored on one of their Shared Documents folder within their SharePoint sites which they have ingested into audience insights. The file contains a row header with some special characters, columns of different types (quantities, prices, etc.), and some rows with a high proportion of nulls and missing primary keys. You have been asked to clean and transform the data in audience insights to be ready for unification.
What should you do?
Solution: Clean the data by transforming the first row to be used as headers and removing special characters and spaces from header row, defining column types to be appropriate field types, remove rows with missing primary keys, and name the query. Click "Next" and your data is now ready for unification.
Does this meet the goal?

You are a Customer Data Platform Specialist. Your company has audience insights set up as their Customer Data Platform (CDP). The product owner entered a user story on your backlog to add data from the new loyalty solution into the CDP. You defined the data source. You are ready to add the loyalty contacts to the data unification process.
Which new data entity area should you select in the Map phase of the data unification process?

You want to address the IT operations teams goal.
What is the first step you should take?

A company has Microsoft Dynamics 365 Customer Insights set up as the Customer Data Platform. The eCommerce application sends updates on customer purchases to Dynamics 365 Customer Insights through its real-time APIs. You configured eCommerce purchases to show on the customer activity timeline.
A marketing user reports that eCommerce purchases for customers seem to be disappearing from the customer activity timelines over time. The marketing user also notices that segments based on eCommerce purchases are not updating.
You need to explain why this is happening.
Which two explanations should you provide? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.