Teacher: In this task, you are given Yelp reviews. The task is to classify a review as "POSITIVE" if the overall sentiment of the review is positive or as "NEGATIVE" if the overall sentiment of the review is negative.
Teacher: Now, understand the problem? If you are still confused, see the following example:
This is my go to place to get the best chicken Pad Thai! Also the price is super good, considering most places have high prices and poor quality. Love this place, its definitely a top 5 fav for take out.
Solution: POSITIVE
Reason: The overall sentiment of the review is positive. Hence, the label is 'POSITIVE'.

Now, solve this instance: Happened to stop into Dukes last night, service was nothing spectacular. I was amazed though right before I left, the bartender started arguing with a couple at the end of the bar. I didn't know all the details, but heard the bartender call her a ""bitch"" and told them to leave. I did hear her say that she was the manager also(Erica maybe?). I guess this is the way they operate there, I'll stick with Native or Zipps...first and last time I'll go in there
Student:
NEGATIVE