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: For the same reason that her Palace Guard evaporated and her Ministers and Police were hiding out with a Gatling Gun in the jail across town the night of the Revolution of 1893. There was no way they would die for her.  Then two years later when she with other conspirators came up with a plot to overthrow the new Republic Government with a population of 40,000 Polynesians she could only find 175 to take part.  
No.  Two years after the new government had been established and was working well the people had now had a taste of Democracy and had no stomach to return to the Monarch model.  A model under her and her brother that was nothing but constant intrigue, corruption, and fiscal irresponsibility.

Read all about that night in Lucien Young's book "The Real Hawaii", published in 1899.  You can read the whole account on line just search the book's name, pages 177-193 pertain to this event.

SOLUTION: Non-identity-attack

PROBLEM: Comment: 3rd gen AK
12 hours ago
In reply to:
'Outsiders' like those 3 white men from Goldman Sachs he chose for his cabinet from hell.
— UltraMachoAlaskanWolf
Smart and white... Earths alpha males.

Me: From Lisa Bloom. Lisa Bloom is a Legal analyst for NBC News and Avvo, attorney and bestselling author.

"In our nation’s history, so many of the sickest most appalling crimes have been committed by whites. Yet no matter how sadistic the crime, no matter how young the victims, no matter how much fear is engendered in a community, no matter how much media attention and public discussion the crimes of whites engender, the race itself is never sullied." 

Lisa Bloom also says white men are at the top of the list for gaining foreign visas to have sex with children. 85-percent in Latin America, she says.

Lisa Bloom also adds the most prolific serial killers in this country (America) are white men. And last, white women are known for killing their children.

SOLUTION: Identity-attack

PROBLEM: Comment: It would be nice if the police would cite these idiots BEFORE they caused damage to property or others.  I see them every night racing down 5th Ave through downtown, and never see the police stop them.

SOLUTION:
Non-identity-attack