For the following exercises, work with the bank$\_$marketing$\_$training data set. Use Python to solve each problem.

$16.$ Log into RamCloud find Thonny and start it up$.$

$17.$ Type a comment stating that you are working on Chapter $2$ exercises.

$18.$ Locate the $$Run$$ button and note whether there is a keyboard shortcut.

$19.$ Execute the comment from the previous exercise. What is the output? Explain your answer.

$20.$ Import the following packages:

a$.$ Import the pandas and numpy packages. Rename the pandas package $$pd$$ and rename the numpy package $$np$.$

$21.$ Download the data sets from D$2$L$.$ Import the bank$\_$marketing$\_$training data set and name it bank$\_$train.

$22.$ Create a crosstab table of the variables response and previous$\_$outcome from the bank$\_$train data set. Do not save the output from the code.

$23.$ Rerun the code from the previous exercise, this time saving the output as crosstab$\_01.$

$24.$ After saving the output in the previous exercise, display the output using the name of the saved output.

$25.$ Save the crosstab table under a different name. This time, use your last name and favorite number as the name; for example, larose$42.$

$26.$ Save the first nine records of the bank$\_$train data set as their own data frame.

$27.$ Save the age and marital records of the bank$\_$train data set as their own data frame.

$28.$ Save the first three records of the age and marital variables as their own data frame.