These are some questions that you should be able to answer about the previous example:
Do you think that the clustering was able to differentiate any group of coexpressed genes?
How many sample clusters are there? and gene clusters?
Launch this online example using different clustering methods and compare the results. Which are the differences between the results of these results for different methods?
What about newick format?