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[General] PCAD-31-02 Exam Book | New PCAD-31-02 Test Camp

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【General】 PCAD-31-02 Exam Book | New PCAD-31-02 Test Camp

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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q93-Q98):NEW QUESTION # 93
Which approaches help tailor data visualizations for non-technical stakeholders?
(Choose two)
  • A. Use jargon-rich annotations
  • B. Add context through narrative or titles
  • C. Focus on trend and summary metrics
  • D. Use raw code outputs for clarity
Answer: C,D

NEW QUESTION # 94
Which storage system is best suited for storing and retrieving large volumes of unstructured data, such as images or logs?
  • A. In-memory databases
  • B. Data cubes
  • C. Object storage systems
  • D. Relational databases
Answer: C

NEW QUESTION # 95
What is the function of the melt() operation in Pandas when reshaping wide-format data?
  • A. Combines multiple DataFrames
  • B. Transposes the DataFrame
  • C. Sorts the DataFrame based on a column
  • D. Converts column values into rows
Answer: D

NEW QUESTION # 96
Which of the following practices contributes most to making Python scripts modular and maintainable?
  • A. Structuring code with reusable functions and modules
  • B. Hard-coding file paths in every function
  • C. Using global variables freely
  • D. Writing all logic in the global scope
Answer: A

NEW QUESTION # 97
Which chart types are commonly used to represent relationships between two numerical variables in Python-based visualizations?
(choose two)
Response:
  • A. Line chart
  • B. Histogram
  • C. Scatter plot
  • D. Heatmap
Answer: C,D

NEW QUESTION # 98
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