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: Some pedestrians deserve to be run over and crushed!.   You know who you are.....and please don't accuse me of making irresponsible comments.   My comment is directed at those of you who take about two weeks to cross the street - while texting  or talking on the phone  or daydreaming.   You keep the cars waiting and u back up traffic while you take your time to stroll across the road.  

I have no sympathy or empathy.

SOLUTION: Threat

PROBLEM: Comment: The shooter, Dorty, should be executed. Any man or woman who would take a sum of money to kill should be executed.The wife should never be allowed to see daylight again.

SOLUTION: Threat

PROBLEM: Comment: Ricky are you kidding, Donald has so much material to be used against him it could take 100's of people years to catalog the BAT---- crazy stuff he has said up to this point. As for court proceedings Donny is due in court about his DISASTER     Trump University among others shortly. Even your RedState blog knows the truth about Donny. As for the 4 Americans that lost their lives in Libya  that's unfortunate however you do not seem to be as concerned about the GROSS negligence when 3500 Americans died in the Twin Towers you Repubs and George Bush caused..............

SOLUTION:
Non-threat