Understanding the primary goal of exploratory data analysis before modeling.
During exploratory data analysis (EDA) of a new sales dataset, you find that a numeric 'quantity' column is stored as text and contains values like '5', 'N/A', and 'ten'. What is the most appropriate first step to assess and improve data quality?