Ultimate access to all questions.
You are asked to profile data from a newly acquired dataset in Microsoft Fabric. The dataset includes customer information for a telecom company and has fields such as 'CustomerID', 'Age', 'Gender', 'ServiceType', and 'Churn'. Describe the process you would follow to understand the structure, content, and quality of this data. Include specific techniques you would use to identify outliers, missing values, and potential data inconsistencies.