Submit a Python code $($ipynb file$)$ that does the following.

A$.$ Import Boston Housing data and do the following:

B$.$ Calculate the descriptive statistics of all variables. Which variable has the highest mean and has the lowest mean? And what are they?

C$.$ Draw a scatterplot of the variables you are assigned based on the last two digits of your student ID$.$ Comment on the chart $($The description of the data can be found on page $64$ of the textbook$).$ In this part, you do not need to write a code that deals with your ID$.$ Just write $1-2$ lines that draw the scatter plot of the variables you are assigned. If the last two digits of your ID are between

I. $0$ and $10($inclusive$)$: CRIM and MEDV.

II$.11$ and $20$: CRIM and INDUS.

III. $21$ and $50$: CRIM and LSTAT.

IV$.51$ and $75$: LSTAT and MEDV.

V$.76$ and $99$: NOX and INDUS.

D$.$ Compute the correlation table for the quantitative variables. Which variable pairs of Boston Housing data have the highest$/$lowest correlation?

$2$: Solve Problem $4\mathrm{.}1($a$,$ b$,$ c$,$ d$,$ g$)$ on page $120$ of your