$\backslash$table$[[,$Animal,Weight $($kg$),\backslash$table$[[$Top Speed$],[(k\frac{m}{h})$

i need a python code to cluster the animals in this table $,$ first we need to transform non numeric features to numeric ones $($ use other method than one hot encoding $),$ standardize the data $,$ plot the elbow graph and find the optimal number of clusters $,$ print the clusters output $($ the animals contained in$)$ and label the clusters, the clusters must realistic as much as possible foe example you can't put a sheep and a cheetah in the same cluster.