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

Question

Quizplus · Accepted Answer

Data scrubbing and data preparation involve understanding the process needed to clean and prepare the data before analysis. This includes identifying and addressing issues with data quality such as completeness, reliability, and validity. Additionally, data scrubbing may involve sorting, rearranging, merging, and reconfiguring data to ensure that it is in a format that can be effectively analyzed. Therefore, the best answer is D - comprehend the process needed to clean and prepare the data before analysis.

Which of the Following Best Describes the Data Analytics Skill