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19AI403-Introduction to Data Science

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In a survey, if respondents are asked to select their favorite color from options like red, blue, and green, what type of data is being collected?
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What does a 3D scatter plot represent in multivariate analysis?
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Which statistical measure describes the spread or dispersion of numerical data?
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What does the term "standard deviation" measure in a dataset?
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What is univariate analysis?
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Which phase involves transforming raw data into a format suitable for analysis?
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Which of the following is an example of nominal data?
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What is descriptive analysis in data science primarily focused on?
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In diagnostic analysis, what does a correlation coefficient measure?

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In Python, what library is commonly used for numerical computing and data analysis?
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