I have a Facebook page where i have 3 posts and those posts contains videos in it but when i try to access videos using graph api, No videos are getting returned.

I find the Facebook developers API documentation a bit confusing.
I’m building a small app using PHP and I would like to fetch/scrape data from a page which isn’t belong to me.