Part 1. Definition
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.
Part 2. 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.
Answer: POSITIVE
Explanation: The overall sentiment of the review is positive. Hence, the label is 'POSITIVE'.
Part 3. Exercise
Where should I start? Should have known it wasn't gonna be good when we pulled up and customers were scarce. The place was dirty, there were unbussed tables and the staff looked taxed. We were told to sit anywhere there was a menu so we picked the least dirty looking table. The menu looked like what I expected, American fare geared towards an older palate. I asked if they had a salad bar and the hostess said yes but then came back to tell us they had ""broken it down already"". It took quite a while to get our order in. You could tell our waitress was trying but seemed a bit overwhelmed. I ordered a half a grilled cheese sandwich and their ""Tuscan tomato soup"" for $7.50. I opened up my silverware and noticed that it was filthy (not just water spots, I'm talking stuck on food). The food came out after what seemed like forever and it was a joke. The cheese wasn't melted on my sandwich which was teeny and my soup had some mystery contents that Id rather not describe. When our waitress returned to the table to ask how everything was, I couldn't help but tell her that it had been a horrible experience. She talked to the manager who adjusted our bill which was appreciated but I don't think I will ever be returning to this place again. Just horrible all around!
Answer:
NEGATIVE