TASK DEFINITION: In this task, you are given a public comment from online platforms. You are expected to classify the comment into two classes: toxic and non-toxic. Toxicity is defiend as anything that is rude, disrespectful, or unreasonable that would make someone want to leave a converation.
PROBLEM: Comment: This report really hits home for me. The real issue is that both young and old use their phone when they are driving or walking in public. These individuals believe that they can handle it. Reality hits when an accident occurs. Reality hit for me in 2008: my 11-year old was walking home from school - half-way through a crosswalk with the light still green and not on his phone - and he was hit by a large SUV that ran a red light. The driver was a mother who was on her phone and her kids were in the back seat. From police report, my son was thrown 140 feet. He survived. The woman's license was suspended in lieu of imprisonment. Almost 9 years later, my son is still piecing together his life. His little sister said it best: you can add up the medical bills and missing days from school, but you cannot bring back his fun-loving spirit; our family life was shattered. Is it worth it? Is it about your entitlement to your phone? Or is it more?

SOLUTION: Non-toxic

PROBLEM: Comment: I think O'Leary is a shallow windbag but dragging this inconsequential bit of titillation is just... pathetic. Who cares? How many years ago did it happen? Has anyone complained. This hyperconcern for every little possible faux pas is getting stupid.

SOLUTION: Toxic

PROBLEM: Comment: Sancte Yoda, ora pro nobis

SOLUTION:
Non-toxic