11. In EDA, what is the purpose of a Q-Q plot (Quantile-Quantile plot)? A. To visualize the distribution of data B. To compare two different datasets C. To check for normality in data D. To display time series data Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
12. Which EDA technique is used to visualize the relationship between a categorical variable and a continuous variable? A. Box Plot B. Scatter Plot C. Histogram D. Bar Chart Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
13. What does the term "skewness" refer to in the context of data distribution analysis in EDA? A. The symmetry of a data distribution B. The kurtosis of a data distribution C. The spread of a data distribution D. The presence of outliers Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
14. Which EDA technique is used to display the distribution of a single variable, especially in cases of categorical data? A. Box Plot B. Scatter Plot C. Histogram D. Bar Chart Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
15. What is the primary goal of a density plot in EDA? A. To visualize the distribution of data B. To display relationships between variables C. To identify missing values D. To calculate summary statistics Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
16. What is the primary purpose of a bar chart in EDA? A. To visualize the distribution of data B. To display relationships between variables C. To compare multiple categories D. To identify missing values Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
17. Which EDA technique is used to visualize the distribution of a single continuous variable? A. Box Plot B. Histogram C. Scatter Plot D. Bar Chart Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option B No explanation is given for this question Let's Discuss on Board
18. In EDA, what does the term "box" represent in a box plot? A. Median B. Mode C. Range D. Standard Deviation Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option A No explanation is given for this question Let's Discuss on Board
19. What does the term "kurtosis" refer to in the context of data distribution analysis in EDA? A. The symmetry of a data distribution B. The spread of a data distribution C. The shape of a data distribution D. The presence of outliers Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option C No explanation is given for this question Let's Discuss on Board
20. In EDA, what is the primary purpose of a heat map? A. To visualize the distribution of data B. To display relationships between variables C. To identify missing values D. To calculate summary statistics Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option B No explanation is given for this question Let's Discuss on Board
