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: hello
Buyer: Hi, I'm interested in renting your apartment.
Seller: Great!  I've had a lot of people looking at it.  Utilities are paid by the renter, it has new floors and the kitchen has a stainless steel stove, a microwave and refrigerator.
Buyer: Sounds really nice, is there off street parking available?
Seller: No, it has on street parking but the area is quiet and it's safe.
Buyer: Oh, ok. I just started a new job so money is a little tight. Could you come down on the rent a little? I could mow the grass if you could discount the rent.
Seller: That's a good offer.  Do you have a mower?  With that being said I can lower it by 100. making the rent 1695
Buyer: Yes I have a mower and of course would supply the gas. I could also do some maintenance. Could you come down to $1651 if I do repairs for you?
Seller: Oh that sounds lovely!  I think we can do that.
Buyer: Awesome, I really appreciate that!
Buyer: 
Seller: 


SOLUTION: housing

PROBLEM: Buyer: Hi, I have an iPhone 6 I need unlocked. Are you able to provide that service?
Seller: yes I sure can, my team and I specialize in these kind of things. We leave all of our customers satisfied with our service. 
Buyer: If aafter you unlock it and I happen to experience a problem do you provide a warranty to fix the problem for free?
Seller: In case there is any problem, I will take a look and see what I can do without any additional cost. Also in the event that there is a problem that I can't fix, I will gladly refund you 
Buyer: Would you be willing to accept $35 for a first time customer. If I'm satisfied I will be able to refer a lot of my friends to you and help you earn more business.
Seller: We usually cut a deal for our first time customers but we normally don't accept any lower than $40
Buyer: I think $40 is very fair.
Buyer: 
Seller: Great
Seller: 


SOLUTION: phone

PROBLEM: Seller: Welcome to the sale
Buyer: Hi I am interested in your Ford Explorer
Seller: Yes, would you like some information?
Buyer: How many miles are on this vehicle?
Seller: All important maintenance is performed, Interior and exterior good shape, Has 85,000 Miles
Buyer: Are you flexible with the price? This vehicle is 11 yeard old
Seller: What are you looking to pay?
Buyer: I can come pick it up right now, all cash for $5,000
Seller: Thats a bit extremely low, this is coming from the dealership so the prices are quite higher...I was thinking more along the lines of 9,000
Buyer: For a vehicle that is 11 years old $9,000 seems like a lot of money. Especially since the AD that I saw showed the price at $8,500
Seller: If you can come up with the cash, I can do it for 8,000
Buyer: The most I can do is $7,750, would you be willing to accept that?
Seller: Seems fair
Buyer: 
Seller: 


SOLUTION:
car