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Which of the following is a primary step in data processing?a. Data analysisb. Data collectionc. Data interpretationd. Data visualization

Question

Which of the following is a primary step in data processing?

  • a. Data analysis
  • b. Data collection
  • c. Data interpretation
  • d. Data visualization
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Solution

To determine the primary step in data processing, let's analyze each option:

  1. Data Analysis: This step involves examining and interpreting the data to uncover patterns, relationships, and insights. However, it typically occurs after data has been collected and organized.

  2. Data Collection: This is the initial step where relevant data is gathered from various sources. It forms the foundation for all subsequent processing activities.

  3. Data Interpretation: This step occurs after data analysis and involves understanding the implications or significance of the analyzed data, which again is not a primary step.

  4. Data Visualization: Involves presenting data in a visual context, such as graphs and charts, to make it easier to understand. This is a later stage in the processing pipeline.

Final Answer

The primary step in data processing is b. Data collection.

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