1. **Problem Statement:** We need to suggest the most suitable graph types for two scenarios based on the given data of BMI, Daily Calorie Intake, and Gender. 2. **Scenario i:** To determine whether there is a relationship between BMI and Daily Calorie Intake. - Since both BMI and Daily Calorie Intake are numerical variables, the best way to visualize their relationship is using a **scatter plot**. - A scatter plot shows individual data points on a two-dimensional plane, allowing us to see if there is a correlation or pattern between the two variables. 3. **Scenario ii:** To assess the distribution of BMI among members with respect to Gender. - Here, BMI is numerical and Gender is categorical. - Suitable graphs include **box plots** or **grouped bar charts**. - A box plot effectively shows the distribution, median, quartiles, and potential outliers of BMI for each gender group. - Grouped bar charts can show average BMI per gender but do not show distribution details as well as box plots. **Final answers:** - i. Use a **scatter plot** to visualize the relationship between BMI and Daily Calorie Intake. - ii. Use a **box plot** to assess the distribution of BMI by Gender.