TASK DEFINITION: Given a text passage as input comprising of dialogue of negotiations between a seller and a buyer about the sale of an item, your task is to classify the item being sold into exactly one of these categories: 'housing', 'furniture', 'bike', 'phone', 'car', 'electronics'. The output should be the name of the category from the stated options and there should be exactly one category for the given text passage.
PROBLEM: Seller: I can't believe I'm even setting this price so close to the city, but here I am.
Buyer: Hi I was interested in the place and was looking to negotiate terms. 
Seller: I'm starting at $2750/month with a $3500 security deposit, and a required credit check. 
Buyer: It's a great place bit it's a little high compared to other renters in the area. 
Seller: This place has tons of space, anyone in the area is charging at least 50% more for this much area. 
Buyer: I'd be willing to pay 2275 and pay my own utilities every month. 
Seller: I can't go any lower than $2500, but I could lower the security deposit to $3000. 
Buyer: 2475? I could move in next week after everything is approved. 
Seller: That sounds fine. You got a deal. 
Seller: 
Buyer: 


SOLUTION: housing

PROBLEM: Seller: Hi there how are you?
Buyer: Doing great, how about yourself?
Seller: I'm well thanks! Are you interested in my phone? It's pretty good condition it has a small crack on the bottom and a scratch on the screen that's why I'm only asking 150 for it.
Buyer: It seems to have a lot wrong with it,  my friend in Geek Squad said it cheaper to buy this older model brand new from Apple and plus doing this I would get the 1 year warranty.      I talked to Apple to confirm you saying they will replace it  (they Will)  but that is going to take 4-6 weeks. . . . . I have to send them the old one and then they will ship me a new (well a refurbished 6 Plus)  to replace the broken old one.        So any chance I can take this off your hands for just $70 cash?     4-6 weeks is a loooong wait plus having to spend time with Apple on the phone    :(


SOLUTION: phone

PROBLEM: Buyer: Hello
Seller: Hi
Buyer: I am interested in the shelf. If you think you can give it to me for $7 I will take it off your hands
Seller: I'm sorry I can't go that low. It is a super nice cabinet and if your local I could have my roommate deliver it to you but I really do think it's well worth the $10
Buyer: I can see from the image it has been well used and one of the items had no shelf. It you think $7 is too high I will pass.
Seller: I could meet you half way on the price at $8.50 but no delivery.
Buyer: Well if I have to pick it up I think I can go as high as $8. Would that be ok?
Buyer: 
Buyer: 


SOLUTION:
furniture