What aspect does data modeling help to clarify?

Data modeling is a crucial practice in the field of business analysis as it provides a structured way to represent data relationships and structures. This clarification of data flow and representation enables organizations to visualize how data is organized, how it moves through various processes, and how different data entities interact with one another.

Through data modeling, analysts can develop various types of diagrams, such as entity-relationship diagrams, which effectively showcase the attributes of data elements and the connections between them. This representation is essential for ensuring that both technical and non-technical stakeholders have a clear understanding of the data requirements and the overall architecture of information systems. By creating a visual representation of data components and their interrelations, data modeling helps to facilitate discussions and decisions regarding data management and utilization within the organization.