How can we get a list of facebook ids of all the people that like our page? Can we write some kind of code that goes over the page and gets them?
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You can't get a list of ALL the users who have liked a particular page using the Graph API or FQL.
However, you can get a count of number of users who have liked your page by using:
SELECT fan_count from page where page_id = {page_id}
And you can also check whether any of the user in your friend list has liked a particular page or not (this requires additional friends_likes
permission). This can be done by using:
SELECT created_time from page_fan where
page_id = {page_id} AND uid IN (uid1, uid2, ...)
EDIT: Just found out there's already a discussion going on regarding this on Stack Overflow. Take a look at this question: Facebook API: Get fans of / people who like a page

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Rahil Arora
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I am not talking about graph api or fql. Is there a way to analyze the page itself somehow? – AJ222 Jan 19 '14 at 19:19
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Did you consider using the Page Insights? I haven't used it but I think you might find some analyses there. – Rahil Arora Jan 20 '14 at 16:07