[scikit-learn] Clustering with sparse matrix

[Luigi Lomasto]

Hi all, 

I have a sparse matrix where each row (item) has 160 features.  For each of them only three or four features are different by 0. Can I do clustering with this data? I’m thinking to use PCA to reduce dimensionality.

Thanks for any answer. 

Luigi