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: >> .. showing off the clowns and animals! I guess things haven't changed!

Just a bit. We have politicians now, showing off ... up close and personal,

SOLUTION: Non-identity-attack

PROBLEM: Comment: Oh stop whining!!! The "poor me" cry is beginning to get irritating no matter what group is using the equality stick to beat the general public.
Nobody cares!!!!!! but the simpletons that think everyone and everything is out to get them. Grow up.

SOLUTION:
Non-identity-attack