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: OK,..I am the biggest Pei Wei fan you know,..I promise! But aside from the decor, PW Asian Market is a HUGE downgrade from PW Asian Diner.

Negatives:
-100% of food now served in boxes? What the? You can't wash a dish, or real utensils?
- Portion sizes,..easily 1/2 of what they once were, price only slightly less. :-(
- Call out your number to pick up your food? Really? Whose idea was that? Nothing says ""hospitality"" like getting your number yelled out at you and dashing to pick up your food and then dashing back to your table.
- Asian Sandwiches? Again,.. where did line form asking for ""Somebody please bring us Asian Sandwiches""? They lack taste and are served on ""bread"" the consistency and taste of cardboard, swing and a BIG miss!

Positives:
The surviving six dishes from the Diner model are still awesome,. just served in micro-portions, get two they're small!

I want my old school Pei Wei back!

PS - P. Fleming, did you think to ask any ""customers"" about your new ideas?

Lost without my Pei Wei,....
Student:
NEGATIVE