There are four numeric columns in R programming language's irisdata set. Create a scatter plot between the four numeric columnsusing R programming language and give answers to the followingparts.
- Calculate the correlation between each pair of the four numericcolumns in iris.
- Which pair of variables has the strongest linear relationship?Interpret their ??.
- Which pair of variables has the weakest linear relationship?Interpret their ??.
- Which pair(s) of variables can you conclude have a populationcorrelation different from 0? Use ?? = 0.01.
Answers should be in the form of R code and should include thecorrect statistical explanation for those that require in in thequestion. Please be as thorough as possible. Thank you for yourtime.