In this task, you are given books product reviews in English language. The goal is to classify the review as "POS" if the overall sentiment of the review is positive or as "NEG" if the overall sentiment of the review is negative.
Example: Hopeful for those who seek harmony in the world . I wouldn't recommend this to anyone who thinks that religious wars, repression of individual spirits or rape of the earth are good things. Those who seek peace, harmony, celebration of each of us and respect for our earth will find this hopeful
Example solution: POS
Example explanation: The overall sentiment of the review is positive as the reviewer mentions positive expressions such as 'hopeful', 'will find this helpful' etc.. Hence, the label is 'POS'.

Problem: Great Idea, but the book didn't quite pay for itself . This book had quite a number of scholarships listed, but some of them were of no use to 99.9% of the population of college students. If I was interested in attending Generic College, USA, and I wanted to know what scholarships they offered, I would go to that college and ask them. I wouldn't look it up in a general college scholarship book. Thus it was frustrating when college-specific scholarships were listed for some schools, but not all. Some of the listings were outdated, and I felt like I had to read through the whole book to make sure I didn't miss any scholarships I was eligible for. I sent out about ten letters to different scholarship opportunities, and not all of them were responded to, and of those that replied and to whom I submitted applications to, no money was won. Thus I was not very happy with my purchase
Solution: NEG