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
First let me get this out the way...yes I'm from Chi-Town and I continue to be on the hunt for a good Italian Beef. So far I haven't been too thrilled with some of the choices Vegas/Henderson has to offer. One of my fav places to go to was the Portillos (Downtown Chicago location) everything they sold was good and they actually sold burgers & Italian beef sandwiches that....get this.....you can have AMERICAN CHEESE put on it. So that being said I visited Windy City Beefs N Pizza with the expectations of getting a beef sandwich & a burger. When I placed the order the young lady said ""we only have mozz & cheddar"". Ok 1st of all it's on the menu 2nd HOW CAN YOU SELL BURGERS AND NOT OFFER AMER CHZ. This is a ""Chicago"" themed place right? Most of the places I went to in Chicago (North, South, East & West) HAD AMERICAN CHEESE AS A CHOICE. I don't understand it. Sorry I love Amer Cheese, I grew up with Kraft slices always in the fridge. Let's get back to my order sans burger. I ordered the beef anyway just to give it a try, cuz if it's worth it I can add my own cheese. Beef wasn't bad but it was missing Italian seasonings (OREGANO especially). I loved the fries though. I may go back and try some other things (Pizza Puff, dogs). But I'm not planning on it any time soon. Oh yeah when the cashier asked a gentleman (may have been Mgr) if they will ever have Amer chz?, he said no and we never had it at the other location. I pointed out to him that you advertise Amer cheese on menu, he said it was a typo. OK A TYPO THAT'S ON YOUR MENU BOARD, PAPER MENUS, AND THE WEBSITES MENU FOR BOTH LOCALES. That's one heck of a typo. Someone needs to get on their job and fix ALL those TYPOS. ""Typo"" give me a break. Customer service was excellent. Food was....nothin to write home about....so far..
Answer:
NEGATIVE