Can I get the Facebook news feed with the hashtag to do anlytics in hadoop?

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I want to get facebook feeds. I want to do some analytics on that in hadoop.

Is there any API available for facebook news feeds based on tags?

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No, Public Posts search is deprecated with v2.0 so you can´t search for hashtags either: https://developers.facebook.com/docs/apps/changelog