TASK DEFINITION: In this task, you are given a public comment from online platforms. You are expected to classify the comment into two classes: threat and non-threat. Threat is a statement that someone will be hurt or harmed, especially if the person does not do something in particular.
PROBLEM: Comment: That's funny, with Obama snubbing Israel? As usual, you've got it backwards. Just like the Jews who voted for Obama in 2008. When speaking today; TEL AVIV Dec 30, 2016—Israel’s political shift to the right and growing support for building settlements made it easier for Prime Minister Benjamin Netanyahu to respond sharply to U.S. Secretary of State John Kerry’s parting peace-plan speech, but some here are concerned he is counting too heavily on a friendlier U.S. in a Trump presidency...Welcome to Reality, brought to you from Obama?

"The Blue Dogs are out, The Red Dogs are in. Go Dog! Go!" (c) 1961.

“You go into Afghanistan, you got guys who slap women around for five years because they didn’t wear a veil. You know, guys like that ain’t got no manhood left anyway. So it’s a hell of a lot of fun to shoot them. Actually it’s quite fun to fight them, you know. It’s a hell of a hoot. It’s fun to shoot some people. I’ll be right up there with you. I like brawling.” General "Mad Dog" Mattis

SOLUTION: Threat

PROBLEM: Comment: I only go by the words you write on this forum. If I am wrong in any way, I apologize. But prison is not the place to put severely mentally ill persons.

SOLUTION: Non-threat

PROBLEM: Comment: Make no mistake about this big shibai, they intend to tax us.  The real answer is simple.  YOU want it, YOU pay for it.  Not enough people to pay for it?  KILL IT and END IT NOW.

SOLUTION:
Threat