How to remove the dropdown author data from the post edit page

An easy sulotion will be to remove the post type author feature.

add_action( 'init', 'remove_cpt_author' );
function remove_cpt_author() {
    remove_post_type_support('post', 'author'); // this function require the post type and the feature you want to remove.
}