scipy.sparse.lil_array.

count_nonzero

lil_array.count_nonzero()

Number of non-zero entries, equivalent to

np.count_nonzero(a.toarray())

Unlike the nnz property, which return the number of stored entries (the length of the data attribute), this method counts the actual number of non-zero entries in data.