Find out the following:

$1$

$.$

$$Determine the correlation between values obtained from Stations

$4$

$$and

$5$

$$for the Ammonia concentration parameter.

$2$

$.$

$$R

$2$

$($

for training and testing data

$)$

$,$

$$coefficient$,$ intercept, and MSE values

$3$

$.$

$$What do the R

$2$

$$values tell us

$?$

$4$

$.$

$$What does the regression plot tell us

$?$

$5$

$.$

$$What is the linear equation for predicting the target variable?

$6$

$.$

$$Show the regression plot and their corresponding regression line. This is the dataset with around a total of

$8$

$5$

$$

rows of data. Use the attahed images as the basis for the variables in the program. Make a python code that uses the corresponding regression model and answers the following questions. Use a training

$-$

test wratio of

$8$

$0$

$/$

$2$

$0$

$$

for your regression.