This lab task requires the mammals sleep data given in msleep dataset under packageggplot$2.$ You can directly use msleep dataset after loading package ggplot$2.$ It containsthe sleep times and weights for a set of $83$ mammals. Details of $11$ variables are given below:column name Descriptionname common namegenus taxonomic $($classifying$)$ rankvore carnivore, omnivore, herbivore,order taxonomic rankconservation the conservation status of the mammalsleep$\_$total total amount of sleep, in hourssleep$\_$rem rem sleep, in hourssleep$\_$cycle length of sleep cycle, in hoursawake amount of time spent awake, in hoursbrainwt brain weight in kilogramsbodywt body weight in kilogramsBefore doing the following tasks, you are suggested to use summary$()$ to view a descriptivesummary for each variable in the dataset$\mathrm{.}1.$ Create a new dataframe named as sleep$3,$ which includes variable vore and $6$variables from sleep$\_$total to bodywt, for mammals of three vore types: carnivore,omnivore and herbivore only.Based on the dataframe sleep$3,$ complete the following tasks$\mathrm{.}2.$ In the dataframe sleep$3,$ add a new variable called diff$\_$sw$,$ which is thedifference between time spent awake and total sleep time$\mathrm{.}3.$ Find summary statistics, including the number of mammals, averages of diff$\_$sw$,$brain weight and body weight over the three vore groups. Based on results youobtained, briefly comment on the comparison between vore groups $($write yourcomment in the code using #$)\mathrm{.}4.$ Use an appropriate plot to compare the distributions of diff$\_$sw over different voregroups of mammals. Briefly comment on how diff$\_$sw distributes over different voregroups $($write your comment in the code using #$)\mathrm{.}5.$ Use an appropriate plot to visualize the relationship between diff$\_$sw and bodywt.Briefly comment on $($write in the code using #$)$ the relationship that you find fromthe plot.