From a client viewpoint, high quality data is data that:

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Prepare for the UCF GEB4522 Data Driven Decision Making Final Exam. Use flashcards and multiple choice questions to study. Familiarize yourself with key concepts and methodologies to excel on the test!

High quality data, from a client's perspective, is considered to be "fit for the use intended for it." This means that the data meets the specific requirements and criteria that the client has established for their particular application or analysis. Essentially, the utility of the data is paramount; it must serve its intended purpose effectively.

For instance, if a business is looking to make marketing decisions based on customer demographics, the data available must accurately reflect those demographics in a manner that is relevant and usable for their specific strategy. If the data is precise and aligns well with the needs for decision-making, it is deemed high quality, because it enhances the chances of achieving actionable insights and favorable outcomes.

While the other options touch on important aspects of data quality, they do not directly correlate to the client's viewpoint on quality as fundamentally as the concept of fitness for intended use does. For example, data availability and timeliness are important, but they do not guarantee that the data will be useful for the client's needs. Similarly, conformity to standards and consistency with other sources are beneficial, yet they also do not alone define the quality of data in terms of its effectiveness for a specific purpose.