Q1 EXPLORATORY DATA ANALYSIS (12 pоints) Fоr the explоrаtory аnаlysis in this question, use the "trainData". A. (6 points) Create the boxplots of the response variable Churn against the following predictors: i) AverageViewingDuration ii) ContentDownloadsPerMonth iii) MonthlyCharges. Interpret each plot. B. (6 points) Create barplots to analyze the proportion of Churn vs Not Churn for the following categorical variables. i) Gender ii) Payment method iii) ContentType Interpret each plot.