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Which of the following is not a primary step in the data analysis process?Data cleaningData modelingData visualizationData storage

Question

Which of the following is not a primary step in the data analysis process?

  • Data cleaning
  • Data modeling
  • Data visualization
  • Data storage
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Solution

To determine which option is not a primary step in the data analysis process, let's review the roles of each listed step in the context of data analysis:

  1. Data Cleaning: This is a critical step where the dataset is prepared by removing inaccuracies, correcting errors, and handling missing values. It ensures the quality of the data before analysis.

  2. Data Modeling: This step involves creating models that represent the data's structure and relationships. It utilizes statistical and machine learning models to analyze and interpret the data.

  3. Data Visualization: This step focuses on representing data in graphical formats to make it easier to understand trends, patterns, and insights.

  4. Data Storage: While important for managing and preserving data, this step is about where data is kept and organized, not a direct part of the analysis process itself.

Final Answer

Data storage is not a primary step in the data analysis process.

This problem has been solved

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