Apply the k$-$means algorithm to the Iris Dataset, using first two and then three clusters. The individual steps are explained in the video.

add comments to your code file that explain the functionality of the lines of code that use scikitlearn

Plot the resulting cluster assignments for both numbers of clusters using different colors for the various clusters in a single plot using subplots.

Label your plot appropriately and include a title $($see below$).$

Submit a screenshot of the plot, showing the scaled iris data clusters for two and three clusters. Include the title in each plot that shows the date you finished this lab and your name and student number. Also submit your code file that includes your comments.