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: @ SHOPOHOLIC
G A S P!

SOLUTION: Non-toxic

PROBLEM: Comment: Much of Canada's "top talent" moves to California which also has high taxation and a cost of living worst than Ontario!

It's really about career growth and job density...

Career growth: Many Fortune 500 corporations have satellite offices in Canada, but whether you're a manager or an engineer, you'll hit a glass ceiling. You have to work in their head offices to climb the corporate ladder or work on their core projects.

Job density: In Silicon Valley specifically, there are so many major corporations in close proximity, if one lays you off, you can move to their competitor down the street. In Canada, our tech industry is more spread out, so switching jobs often means uprooting your family and moving to another city.

SOLUTION: Non-toxic

PROBLEM: Comment: All those people you mentioned are just bit players in the real kerfuffle that will go down inside the convention center.

Since guns are allowed in the building I'm wondering who will fire the first shot.

SOLUTION:
Non-toxic