You are a Microsoft Fabric Analytics Engineer working on a project to analyze a large dataset of customer transaction records for a retail company. The dataset contains millions of records with various numerical and categorical variables. Your goal is to ensure a thorough and comprehensive analysis to identify trends, anomalies, and opportunities for business improvement. The company emphasizes the importance of data quality and accuracy in their analysis. Considering the need for a detailed profiling of the dataset, which of the following steps should you prioritize to address potential data quality issues before proceeding with advanced analytics? Choose the best option.