Conduct a linear regression on a dataset (you pick the dataset) using the lm command in R.

a) show me the R code that was used (including the dataset);

b) annotate the code so that I know what each line is doing;

c) run the script and generate the output (show me the output);

d) explain the output;

e) provide a plot of the regression with properly labeled axes

Do the correct answer with a proper explanation.

don't copy from chat gpt or bots do by your self otherwise downvote