In this assignment, select one continuous variable and one categorical variable from the dataset. Perform exploratory data analysis $($EDA$)$ on each variable. Following the earlier example, structure your analysis as follows:What: Explain what you plan to analyze.Why: Explain why you want to conduct this analysis.How: $1.$ Provide the prompt you use for code generation; $2.$ Execute the codesResult interpretation and implication: interpret the results and discuss what they suggest for future analyses.