Understanding Data Understanding: A Framework to Navigate the Intricacies of Data Analytics

Understand

As organizations face the challenges of processing exponentially growing data volumes, their reliance on analytics to unlock value from this data has intensified.

• However, the intricacies of big data, such as its extensive feature sets, pose significant challenges.
• A crucial step in leveraging this data for insightful analysis is an in-depth understanding of both the data and its domain.
• Yet, existing literature presents a fragmented picture of what comprises an effective understanding of data and domain, varying significantly in depth and focus.