Which of the Following Best Describes the Data Analytics Skill

question 6

Multiple Choice

Which of the following best describes the data analytics skill of data scrubbing and data preparation?

• A) recognize what is meant by data quality, be it completeness, reliability or validity
• B) perform basic analysis to understand the quality of the underlying data and its ability to address the business question
• C) demonstrate ability to sort, rearrange, merge and reconfigure data in a manner that allows enhanced analysis
• D) comprehend the process needed to clean and prepare the data before analysis

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Definitions:

Juxtamedullary Nephron

A type of nephron in the kidney with a long loop of Henle, extending deep into the renal medulla, involved in the concentration of urine.

Glomerulus

A network of capillaries enclosed in the Bowman's capsule in the kidney, playing a crucial role in the filtration of blood to form urine.

Renal Column

Extensions of cortical tissue that project into the medulla of the kidney, separating the renal pyramids.

Renal Pyramids

Cone-shaped tissues of the kidney that contain the nephrons, the functional units that filter blood to produce urine.