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Python Institute Certified Associate Data Analyst with Python (PCAD-31-02) Sample Questions (Q93-Q98):

NEW QUESTION # 93
Which of the following practices improves clarity when combining visualizations and textual explanations in a report?

A. Avoid summarizing the data verbally
B. Repeat all numerical data in both the chart and text
C. Include concise textual summaries that highlight the chart's message
D. Use visualizations alone without titles or captions

Answer: C

NEW QUESTION # 94
Which of the following best describes the purpose of the plt.subplot() function in Matplotlib?

A. It creates a 3D surface plot using pandas
B. It overlays multiple plots in the same figure without axes
C. It configures multiple plots in a grid layout within a single figure
D. It links Matplotlib with Seaborn's grid styling

Answer: C

NEW QUESTION # 95
What is the purpose of using df.loc[2:5, 'column1'] in a Pandas DataFrame?

A. Returns rows 2 through 5 in 'column1'
B. Returns the entire DataFrame
C. Returns a new DataFrame excluding 'column1'
D. Returns rows 2 to 4 in 'column1'

Answer: A

NEW QUESTION # 96
Which features are commonly supported by both Matplotlib and Seaborn for customizing visualizations?
(Choose two)

A. Changing plot color palettes
B. Automatic plot animations
C. Adding plot titles and axis labels
D. Inserting audio annotations

Answer: A,C

NEW QUESTION # 97
Which method is commonly used to handle missing numerical data in a dataset?

A. Dropping all columns
B. Filling with the mean or median
C. Multiplying all missing values by zero
D. Replacing with text labels

Answer: B

NEW QUESTION # 98
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