Assuming that you are the quality engineer in a composite manufacturing process. Your factory are producing different products with the following properties as tensile strength and shear stress as given. Instead of random production planning you want to do a more organized production based on the properties of products into two groups or three groups. Please explain your approach in with solving the problem numerically

Note: use clustering method to solve this question use K-means

\begin{tabular}{|l|c|c|} \hline & Tensil & Shear \\ \hline Product 1 & 1 & 3 \\ \hline Product 2 & 2 & 5 \\ \hline Product 3 & 4 & 4 \\ \hline Product 4 & 6 & 8 \\ \hline Product 5 & 5 & 6 \\ \hline Product 6 & 6 & 10 \\ \hline \end{tabular}