Data Analysis is a process of?A)cleaning dataB)inspecting dataC)transforming dataD)All of the above
Question
Data Analysis is a process of?
A) cleaning data
B) inspecting data
C) transforming data
D) All of the above
Solution
Break Down the Problem
- Identify what data analysis entails.
- Evaluate each option provided in the context of data analysis.
Relevant Concepts
Data analysis involves multiple steps which typically include cleaning, inspecting, and transforming data to derive insights and make informed decisions.
Analysis and Detail
- Cleaning Data: This involves removing inaccuracies or inconsistencies in the data set to ensure quality and reliability.
- Inspecting Data: This is the process of examining the data for patterns, trends, and anomalies to understand its structure and characteristics.
- Transforming Data: Data transformation alters the data format or structure, making it suitable for analysis, which may include normalization or aggregation.
Verify and Summarize
Since data analysis typically encompasses all the mentioned processes, the correct answer should reflect that it includes all aspects.
Final Answer
D) All of the above
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