HOW DO I CODE THESE?

Use Python to plot a dot plot, beeswarm plot, histogram, and violin plot. b. Use Python to calculate mean, median, variance, and standard deviation. Note: As we calculated the mean of a dataset in lab, we can use the library numpy to calculate variance with np.var(data) and standard deviation np.std(data) [after you use import numpy as np and define a dataset as data]. c. Using your function, compute the MAD for this dataset. How does it differ from the standard deviation? d. Decide which descriptive statistics and plots you would present to an audience and explain your reasoning. e. Describe/interpret the statistics and plots you will present. Make sure you discuss symmetry/skew, modality, tails, and outliers.