Group page not showing some members name from Graph API

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Could someone explain to me why a few of my members from my group page have blank data for their names but their Facebook ID shows up just fine?

An example of what I am talking about would be:

<user>
<id>xxxxxxxx</id>
<name>Bobby Bushay</name>
</user>

And the ones that show the fb id but not the name look like this:

<user>
<id>xxxxxxxxxxxx</id>
<name> </name>
</user>

So I figure it has something to do with their privacy settings maybe? If so, where would I need to direct them in order to change that privacy setting so it can be read? Oddly enough though when I am using the Facebook Graph API Explorer and I click on their ID it gives me all their info including their first and last name?

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What happens if you go to the User's profile page? E.g. facebook.com/{profile_id}

Its could be that those users are preventing their information being shared to the group / or members of it.

Ask the user to edit the How people bring your info to apps they use settings on their account, found under Privacy Settings > Apps, games and websites. Maybe that will make a difference. In particular, check if the Bio checkbox is checked.