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
We drove by this place next to Taj Mahal, and decided, when we saw a new Peruvian place, to stop in for lunch. I hadn't had Peruvian food for some time, as Rincon Peruano is a bit far to make it a realistic lunch option.

The first thing I noticed is that the menu was very disappointing. The selections were limited, and they were listed in English with Spanish translations secondary. Sorry, but ""Poor Man's Steak"" just does not sound as appetizing as ""Bistec a la Pobre.""

Thinking that maybe this was an authentic place that just didn't have everything on the menu, I asked the server if they had Parihuela. He looked at me like I was speaking Greek, indicating that not only did they not have it, but he was probably not actually a Peruvian.

With this minor setback behind me, I ordered my food, and what seemed like an eternity later, we had our meals. The portions were acceptable, the presentation was good, but the actual food was pedestrian. It wasn't terrible, but Rincon Peruano did the same dish better, and in greater quantity.

The bill? $15. Probably $3-$4 more than it should've been. I guess we still don't have a reasonable Peruvian lunch option.
Answer:
NEGATIVE