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: Hi I'm interested in your bike.
Seller: Hello. It's a great bike. It's a collectible. I'm wanting $180 for it.
Buyer: Ok, but I'm worried about the rust, do you know if it's gone through the frame?
Seller: No, it's purely cosmetic. A fresh coat of paint will fix that right up for you.
Buyer: Well it's a little more work than I care to take on. I'd like to get it for $90. I'm probably going to have to take it to a restorer.
Seller: It really won't need much work at all but I do have some wiggle room. $90 is just too low for the collector's item. I could take $160 for it.
Buyer: I'll bring my offer up to $110 but do you have a helmet I could have. Safety first and all that.
Seller: Ok. I'll take $110 for and throw in the helmet.
Seller: 
Buyer: 


SOLUTION: bike

PROBLEM: Buyer: Hello. I saw your ad and am really interested in it. Its a great location and its beautiful. Is it spacious?
Seller: it is a 2 bedroom, 1 bath, but you have added living space in the beautiful outdoor area including 3 pools!
Buyer: That's really good. But the price is not at all affordable to me. How can we work that out?
Seller: No matter what some people may say, EVERYTHING in life is negotiable. We want happy people living in our area - people who like to socialize and meet other fun people. Are you in?
Buyer: Great! I absolutely am in. So what is the amount?
Seller: I an offer you a 10% discount - putting the discounted price at $2025!
Buyer: I can't pay that sorry. I have pay $1500 that's what I can do. 
Seller: If you volunteer working on our pool cleaing staff 10 hours/week, I can come down an additional 500/month, so 1525!
Buyer: That's great I could use some extra time for that! That's really sweet of you!
Seller: 
Buyer: 


SOLUTION: housing

PROBLEM: Seller: hello
Buyer: hi 
Seller: Are you interesting in touring the apartment I'm listing? 
Buyer: yes i like the fact that it has a intercom security control and swimming pool 
Seller: Those have been really nice features including for the apartment. The swimming pool is open year round, with two guests allowed access with the apartment owner. The security control intercom has allowed me to easily let in my guests but what's also great about the apartment is there is a doorman present. 
Buyer: Cool so i'm on a bit of a buget i was wanting to know if i could get the very nice place for $1500
Seller: That is quite a bit lower than asking price. I can't go lower than $1850. The apartment has a lot of amenities included and is a very desired location. 
Buyer: i really need to talk to my wife about this the place looks wonderful, woud you be willing to go for $1650
Seller: I can do $1750 but that is the absolute lowest I can go. Do we have a deal? 
Buyer: ok my wife says ok make the deal today
Seller: great!
Seller: 
Buyer: thanks
Buyer: 


SOLUTION:
housing