Here you have to create a histogram of correlations. Write a short script to help you with that. You do not need to submit it. Just answer the multiple choice question. Like any script set a variable se to represent the size of your data (100 or 1000 are good sizes) and a variable iters (10000 to 1000000 are good numbers) to represent the number of times you are going to run the experiment. Tqvisualize your results create a of size iters to store the correlation you got in each iteration. Create a loop that repeats iters times. In each iteration create two column vectors vi and v2 using cand with size se. Find the correlation of these two vectors and store it in vector sans How does the histogram of sans look like? vector con a. Very random, no pattern discernible C b. Flat, uniform, with a slight wiggle C. Roughly bell curve (Gaussian) d. Has two spikes and nothing else e. Totally flat without any wiggle