TASK DEFINITION: In this task, you are given a public comment from online platforms. You are expected to classify the comment into two classes: identity-attack and non-identity-attack. Identity attack refers to anything rude or disrespectful about someone's identity, including appearance, race, gender, and sexual orientation.
PROBLEM: Comment: Actually I think his reputation was already in the shitter long before he started dating Steve & Co.

SOLUTION: Non-identity-attack

PROBLEM: Comment: "thieving orcas?"  The ocean is the orcas' home. The real thief of fish are humans. We do not need to take fish from the sea to survive. We can get food from the land. The orcas have only the ocean as their place to find food. If the fish belong to anyone, it is the orcas, not humans,

SOLUTION: Non-identity-attack

PROBLEM: Comment: These bureaucrats have to do something with their day.  We allow governments to hire more and more useless workers and don't fire or lay off any that aren't needed because that would be heartless and take away someone's job as Tim Hudak found out last Ontario election.  The bureaucracy (swamp) needs to be drained and drained quickly to restore some semblance of common sense to this country.

SOLUTION:
Non-identity-attack