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: Family friendly area until your kids get asthma from the gridlocked traffic of Toronto, better have money for a private school if you don't want your kids going to a school infested with criminal homies and 3rd world immigrants.

SOLUTION: Identity-attack

PROBLEM: Comment: No, they don't. It's awesome you have to lie to try to make a point.

SOLUTION: Non-identity-attack

PROBLEM: Comment: It will leave $20 billion far , far behind.  Remember the need for a UH route and Waikiki and other extensions.  Meanwhile, Caldwell is going nuts with all kinds of other projects -- Thomas Square (totally unnecessary), bikeshare (charging way too much for rentals with dorky bikes), constant road repairs and closings, on and on.

SOLUTION:
Non-identity-attack