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: Buyer: So I would get all three story units?
Seller: Hi , yes, this is a three story unit. It is a really great location. The  bedroom is on the third floor. 
Buyer: When was the last interior update to appliances and bathroom?
Seller: I had the kitchen renovated in 2011 with all new appliances, the bathroom is a bit older and was updated in 2008. Both the kitchen and bath are in excellent shape.
Buyer: Is it near public transportation?
Seller: Yes it is near downtown Livermore, there are trains and bus lines. It will be available on June 1st
Buyer: OK. Would you accept 1665?
Seller: That is a little low for me but how about 1700 and I don't charge a deposit fee?
Buyer: Sounds like a deal.
Seller: 
Buyer: 


SOLUTION: housing

PROBLEM: Buyer: i want to live in your house but i cant pay 1000k
Seller: It really is a nice home.
Buyer: i agree i lvoe the area , how old is the home
Seller: I am not positive. It looks nice I can't tell sorry.
Buyer: will you do 500 ? i need to buy new beds and furtinure
Seller: I can't do half. I am sorry. It has a garage and a fenced in yard if you have kids.
Buyer: i can do 600 if you waive the deposit
Seller: Honestly I think the lowest I can do is $800 with the deposit. I am sorry. That is what they go for in this neighborhood. 
Buyer: ok i can do 750 lowest and fits my bussdet
Seller: Ok I think we can make a deal.
Buyer: deal
Buyer: 


SOLUTION: housing

PROBLEM: Buyer: Hello
Seller: Hi! Interested in the Helix?
Buyer: I am. Is it in good condition? I have been looking for a quality one for some time now.
Seller: It's brand-new, in the box, still sealed. As good a condition as you can get!
Buyer: Great news. How much would you like for it?
Seller: It's listed on Amazon at $839, but I'm willing to let it go for less, obviously. 
Buyer: I was hoping to pay around 400 dollars.
Seller: That's a little low, less than half what you'd get it for in store. Can we bring that up some? Maybe $550?
Buyer: 550 sounds good. Can I pick it up today?
Seller: Sure! Works for me! Thanks. 
Buyer: 
Seller: 


SOLUTION:
electronics

