how to find the dimension of a CSR matrix in Python

Question

I have a tfidf matrix of type scipy.sparse.csr.csr_matrix

How do I find the number of rows and number of columns of it in Python 3?

I tried converting it to a dense one and then finding the length of a row like this

len(tfidf_matrix.todense()) but it outputs 1 which is not right.

Answer 1

In the latest version of scipy, shape is changed from a function to an attribute of csr_matrix.

https://docs.scipy.org/doc/scipy-1.15.0/reference/generated/scipy.sparse.csr_matrix.shape.html

Answer 2

You are looking for the function matrix.get_shape()

https://docs.scipy.org/doc/scipy-0.14.0/reference/generated/scipy.sparse.csr_matrix.get_shape.html#scipy.sparse.csr_matrix.get_shape