Marin is a recently hired data analyst at the dion fruit coo - CompTIA Data + DA0-001

Question

Marin is a recently hired data analyst at the Dion Fruit Co-op. Her supervisor, Patricia, has asked her to find out how the longer blueberry season has affected prices. What has Patricia asked Marin to do?

Answers
  1. correct
Explanation

Correct Answer: B. Exploratory Analysis

Exploratory Analysis is the process of analyzing data to identify patterns, trends, and relationships without making specific assumptions beforehand. Since Marin is investigating how a longer blueberry season has impacted prices, she is performing exploratory analysis to look for trends and correlations in the data.

This type of analysis often includes:

  • Summarizing data through statistics and visualization
  • Identifying trends or unexpected patterns
  • Looking for relationships between variables (e.g., season length vs. price changes)

Marin will likely use data visualization tools like Power BI, Tableau, or Excel to explore historical price trends during different blueberry seasons.

Why the other options are incorrect:

Performance Analysis – Incorrect.

  • Performance analysis focuses on measuring efficiency, effectiveness, or success of a system, team, or strategy (e.g., evaluating employee productivity or machine output). Since Marin is examining market trends, this is not a performance analysis.

Gap Analysis – Incorrect.

  • Gap analysis is used to compare the current state vs. the desired state to identify missing components (e.g., identifying gaps in a business strategy). Patricia’s request is about analyzing past trends, not identifying a gap in business goals.

Link Analysis – Incorrect.

  • Link analysis is used to identify relationships between entities (e.g., fraud detection, social network analysis). Marin is not mapping connections between people or organizations, so this is not link analysis.

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