Generate report that shows users by role (Administrators)

I would like to generate a page or report that shows all users sorted by role so I can list all my site owners(administrators) and subscribers separately?

I really just want a list of all administrators and a link or path to their site would be great.

Is there a plugin to do that or is it easy to create a function using something like:
$user_query = new WP_User_Query( array( 'role' => 'Administrator' ) );
?

I found this site https://generatewp.com/wp_user_query/
which generated this code for me:

// WP_User_Query arguments
$args = array (
	'role'           => 'Administrator',
	'number'         => '100',
	'order'          => 'DESC',
	'orderby'        => 'user_registered',
	'count_total'    => true,
	'fields'         => 'all',
);

// The User Query
$user_query = new WP_User_Query( $args );

But I don’t know how to write the function that would allow me to use a shortcode on a page?

Thanks for assistance ??