31. In EDA, what is the primary purpose of a histogram? A. To display relationships between variables B. To visualize the distribution of data 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
32. Which EDA technique is used to visualize the distribution of a single categorical variable as a bar chart? A. Box Plot B. Scatter Plot C. Histogram D. Bar Chart Answer & Solution Discuss in Board Save for Later 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? A. The most frequently occurring value B. The average value C. The spread of data 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
34. In EDA, what is the primary purpose of a line plot (time series plot)? A. To display relationships between variables B. To visualize the distribution of data 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
35. Which EDA technique is used to visualize the distribution of a single continuous variable and detect skewness? A. Violin Plot B. Box Plot C. Scatter Plot D. Histogram Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option D No explanation is given for this question Let's Discuss on Board
36. What is the primary purpose of a swarm plot 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 B No explanation is given for this question Let's Discuss on Board
37. In EDA, what is the term for a graphical representation that displays the distribution of a continuous variable along with a box? A. Scatter Plot B. Box Plot C. Violin Plot D. Heat Map 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
38. Which EDA technique is used to visualize the distribution of two continuous variables using a matrix of scatter plots? A. Scatter Matrix B. Box Plot Matrix C. Correlation Matrix D. Histogram Matrix 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
39. What is the primary goal of a bar plot (bar chart) in EDA? A. To display relationships between variables B. To compare multiple categories C. To visualize the distribution of data 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
40. In EDA, what is the term for a graphical representation that displays the distribution of two continuous variables? A. Scatter Plot B. Box Plot C. Violin Plot D. Scatter Matrix Answer & Solution Discuss in Board Save for Later Answer & Solution Answer: Option D No explanation is given for this question Let's Discuss on Board
