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Questions and Answers
What is the purpose of Descriptive Statistics?
What is the purpose of Descriptive Statistics?
- To transform data to extract patterns (correct)
- To visualize data in 3D
- To predict future data points
- To estimate data outliers
Which of the following is NOT a measure of Central Tendency?
Which of the following is NOT a measure of Central Tendency?
- Median
- Mean
- Mode
- Variance (correct)
What does the Median represent?
What does the Median represent?
- The value that splits the data in half (correct)
- The value with the highest weight
- The most frequently occurring value
- The average of all values
What is the purpose of Dimensionality Reduction in data analysis?
What is the purpose of Dimensionality Reduction in data analysis?
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What does skewness indicate about a dataset?
What does skewness indicate about a dataset?
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How are outliers typically identified in a dataset?
How are outliers typically identified in a dataset?
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Which statistical concept helps us understand the linear relationship between attributes?
Which statistical concept helps us understand the linear relationship between attributes?
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What does Pearson's r value signify when it comes to correlation?
What does Pearson's r value signify when it comes to correlation?
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Which attribute is used to describe the central tendency of categories?
Which attribute is used to describe the central tendency of categories?
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What is an effective way to measure the spread or dispersion of data?
What is an effective way to measure the spread or dispersion of data?
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