Apply all clustering methods to this dataset and try different distance measures. You can use scatter plots to show your results. $(8$ points$)$

Add a workflow to calculate the cohesion for each clustering result $($Refer to Lesson $8).$ Which distance measure and clustering methods give you the best results? $(2$ points