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: I would rather live in a house with a fence. 

Some people won't get along. 

You will always have to watch over your kids / teenagers because most likely, there is a male or female sexual molester in the group of people.

SOLUTION: Non-identity-attack

PROBLEM: Comment: So in other words, if you are white, don't waste your time applying for a job with the Peel board.

SOLUTION: Identity-attack

PROBLEM: Comment: @shoopster
@The G&M monitor= why “censured” this comment ?
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Not surprising Anglo Canadians that several names of British historical personalities were “deleted” from the surface of Québec, Yes?
There’s no place for a bunch a Ku-Ku-Clowns !

SOLUTION:
Non-identity-attack