Please answer the following questions by writing the appropriate code in RStudio. Note: Please submit all your work as one file/document that can be read in Canvas. When providing your answers, include your approach, the code you wrote and evaluated, the output, and your analysis and insights. For this assignment, work on the in-built R dataset called mtcars. Load the data using the following commands in RStudio: library(datasets) data("mtcars") ?mtcars # use this command to learn more details about this dataset Using this data, please answer the questions below. Each question is worth 1 points. Plot the gross horse power (hp) using a histogram. Comment on what you observe in this plot. Visualize the relationship between car mileage (in terms of miles per gallon, mpg) and hp. Comment on what you observe in this plot. Similarly, visualize the relationship between car mileage (in terms of miles per gallon, mpg) and car weight (wt). Comment on what you observe in this plot. Compare the plots generated in Q2 and Q3. What insights can be gained from this comparison? Visualize the mileage by transmission using a box-plot. Comment on what you observe in this plot. Visualize the mileage by gears using a box-plot. Comment on what you observe in this plot. Visualize the hp by gears using a box-plot. Comment on what you observe in this plot. Compare the plots generated in Q7 and Q8. What insights can be gained from this comparison? Generate using a single command pairwise scatterplots for mpg, hp, wt and qsec. Comment on what you observe in the plot generated in Q9.