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Exploratory Data Analysis (EDA) MCQ Questions and Answers | Data Science MCQs

Explore our comprehensive collection of multiple-choice questions (MCQs) on Exploratory Data Analysis (EDA) designed to boost your confidence and knowledge in data science. These data science MCQs are essential for data science job interviews and exams. Page-4 section-1

31
In EDA, what is the primary purpose of a histogram?
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Answer & Solution
Answer: Option B
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32
Which EDA technique is used to visualize the distribution of a single categorical variable as a bar chart?
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Answer & Solution
Answer: Option D
No explanation is given for this question. Let's Discuss on Board
33
What does the term "mode" refer to in the context of data distribution analysis in EDA?
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Answer & Solution
Answer: Option A
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34
In EDA, what is the primary purpose of a line plot (time series plot)?
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Answer & Solution
Answer: Option B
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35
Which EDA technique is used to visualize the distribution of a single continuous variable and detect skewness?
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Answer & Solution
Answer: Option D
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36
What is the primary purpose of a swarm plot in EDA?
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Answer & Solution
Answer: Option B
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37
In EDA, what is the term for a graphical representation that displays the distribution of a continuous variable along with a box?
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Answer & Solution
Answer: Option C
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38
Which EDA technique is used to visualize the distribution of two continuous variables using a matrix of scatter plots?
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Answer & Solution
Answer: Option A
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39
What is the primary goal of a bar plot (bar chart) in EDA?
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Answer & Solution
Answer: Option B
No explanation is given for this question. Let's Discuss on Board
40
In EDA, what is the term for a graphical representation that displays the distribution of two continuous variables?
Discuss
Answer & Solution
Answer: Option D
No explanation is given for this question. Let's Discuss on Board