hierarchical clustering

Hi good day,

For large datasets, the dendrogram does not have a definite separation.

Does this mean, that the variables are correlated?

If so , how do I determine what correlated or dependent variables to remove?

Do you need to create a subset of the data ?

If so , what are the consequences or doing so if all the data from the dataset is not taken into account?