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: The best qualified candidate is not always the disabled native lesbian who has converted to Islam.

Funny how that works.

SOLUTION: Identity-attack

PROBLEM: Comment: This is a microcosm of what seems to comprise so much of SA. It ha become a mafia state and it is impossible to see how it can be restored to what can be loosely described as normality. Corruption and thugs with big guns to defend it are endemic. What will transpire should a corruption resistant government come to power and attemt to clamp down on the wrongdoers? I shudder to think.

SOLUTION: Non-identity-attack

PROBLEM: Comment: “documents proving the dog was an emotional service dog”
TRANSLATION
MY DOG is MY SEX PARTNER and UP YOURS HUMAN
ONCE YOU GO DOG
YOU NEVER GO NIGER AGAIN---

SOLUTION:
Identity-attack