Unveiling Data Issues Through Visualization and Examination

Visualizing data in various ways and examining it from different angles helps in uncovering hidden data quality issues upstream in a data pipeline. When assessing data, it is crucial to visually represent missing data, correlations, and distributions, while also considering the business model and the flow of entities to better understand how data represents or contradicts assumptions about the business.