TASK DEFINITION: In this task, you're given a review from Amazon and your task is to generate the name of the category of the product based on the review given by the user. The categories are: kitchen, office product, watch, wireless, other, toy, digital video download, camera, jewelry, pet products, sports, industrial supplies, baby product, grocery, drugstore, home improvement, pc, shoes, automotive, digital ebook purchase, musical instruments, beauty, book, electronics, lawn and garden, apparel, home, video games, luggage, furniture, personal care appliances.
PROBLEM: Thought I loved it until it just stopped working for no reason after 6 months. Worked just fine and then quit. I thought something must be wrong with our outlet and drug it all over the house plugging it in to other outlets! Too expensive and now just trash!

SOLUTION: beauty

PROBLEM: Was supposed to receive my umbrella on Tuesday, it's now Thursday and no umbrella. The tracking info has not been updated since Saturday. Saturday it was in Philly, thats only 1.5 hours away....where did the umbrella go and why isn't the tracking updated? Very frustrated!

SOLUTION: lawn and garden

PROBLEM: Do not buy unless you want a diving board for a shelf.. I've installed many floating shelves but usually with welded brackets.. at this price point I figured give em a shot. Wrong. The folded over wall clip just bounces up and down once shelf is attached.. it twist where screws attach it to wall due to thin steel.

SOLUTION:
home improvement