Some issues I am facing..

This is the code I am using...

<span><?php echo do_shortcode('[wpdrating metakey="all" show-lable="false" show-count="true" show-average="average" itemprop="false"]'); ?></span>

Hi @xaibi

It seems we've misunderstood each other. Let's go on step by step.  May I ask you to explain one more time what you need to change?

As I've already mentioned the "Avaragerating" is just a name. It can not be hidden anyway. 

Actually I want to Hide this nothing else. So can you please make an update that user can hide/show this schema.

Are you going to implement this thing?

The itemprop="false" property is special for this purpose. It allows to show/hide this schema. You've done everything correctly. In your case the schema is hidden.