Adding Category Argument into an Array for WordPress Query

You need to add Category Parameters to your query array.

$arguments = array(
    'post_type' => 'post',
    'post_status' => 'publish',
    'paged' => $paged,
    'showposts' => $postcount,
    'category_name'=> 'your-category-slug'
);