Problem 1 (12 poi nts}: For this question, we will use the US census dataset from 1994, which is in adultcsv. a. Show the descriptive and summary statistics for this dataset. Based on those metrics, what can we say:I about the distribution of age and educationnun-ii'I Hint: Create a histogram [4 points] b. How create a scatterplot matrix of the numerical variables. Are there anv strong correlations between anv two variables? If so, what are thev? Hint: Refer to Tutorial 2 scatterplot section. [2 points] c. Based on descriptive and summary! statistics and box plots for age, educationnum and hoursper week, are there anv differences between males and females? Hint: Use the "lter\" function from the Tidvverse to create males and females subsets, and create box plot following Tutorial 2 ['5 points}