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
I was very excited to head to Ethel M's flagship factory. I had heard they had a beautiful cactus garden and that it was covered in holiday lights. I have to break this review into two parts as a result.

Cactus Garden 4 Stars. It is beautiful, well labeled and the lights are very pretty. I have seen better Cactus Gardens elsewhere but only slightly better. There are many paths through the gardens and it is a very pleasant way to spend an hour.

Chocolate factory 1 star.
I like the chocolates. But I have to say I am very spoiled when it comes to factory tours having lived only a few hours away from Hershey PA and the Just Born candy company.
The ""factory tour"" consists of what has to be less than 50 yards of plexiglas where you can look in on machines and a few personnel and read a very short blurb about the procedure.
Even Disney Land puts on a better 50 foot tour with flashy videos. Further, the free sample they gave out was a nickle sized piece of chocolate. The truth is the factory is only a funnel for their store. Their store had a nice variety of items but their prices were high and the staff less than friendly. If you think I am being too harsh because Ethel M is a ""local"" brand, remember it is now owned by M&M Mars, a multimillion conglomerate who can afford to upgrade the tour.

While I may head back to walk the gardens, I can find much better things to do with my time than to waste a minute inside the factory and i f I want to buy Ethel M goods, the M and M store on Las Vegas Blvd has more M and M stuff and many of the same Ethel M products.
Answer:
NEGATIVE