Iris data set gives the measurements in centimeters of the variables, sepal length and width and petal length and width, respectively, for $50$ flowers from each of $3$ species of iris. The species are Iris setosa, versicolor, and virginica. The data can be imported using the function: data$("$iris$").$ Calculate distance matrix. Perform hierarchical agglomerative clustering using average linkage method.