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: Castrate this guy.

SOLUTION: Threat

PROBLEM: Comment: If there were any doubts left about the state of Mr. Trump's mental health, this should clear that up.  His campaign team should be helping him seek treatment rather than seek the presidency.

SOLUTION: Non-threat

PROBLEM: Comment: Surly an innocent mistake but even innocent mistakes have or should have consequences.  I would be more concerned about the intelligence level of the tweeter and their ability to perform any type of work that would require a little bit of common sense and ability to think.

SOLUTION:
Non-threat