Which of the following is NOT a primary step in the data analysis process?Data cleaningData modelingData visualisationData storage
Question
Which of the following is NOT a primary step in the data analysis process?
- Data cleaning
- Data modeling
- Data visualisation
- Data storage
Solution
Breaking Down the Problem
- Identify the primary steps in the data analysis process.
- Determine the one that does not belong to the core steps.
Relevant Concepts
The data analysis process generally includes steps such as:
- Data Collection
- Data Cleaning
- Data Analysis (which can involve Data Modeling)
- Data Visualization
- Data Interpretation
Analysis and Detail
- Data Cleaning: This step involves correcting or removing erroneous data.
- Data Modeling: This refers to the process of creating a model to analyze the data.
- Data Visualization: This step consists of presenting data in graphical formats to identify trends and patterns.
- Data Storage: While important, this step relates more to how data is stored than to the analysis process.
Verify and Summarize
Among the options listed, Data Storage is not a primary step in the data analysis process. It concerns data management rather than analysis.
Final Answer
Data storage is NOT a primary step in the data analysis process.
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