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: 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: Seller: Hello
Buyer: hello
Seller: Are you interested in my phone?
Buyer: Yes! I had one but it went for a swim so i;m looking for a replacement! I was looking and see you are asking for $129?
Seller: It's a steal right? It's oriiginal price is more than 350$!!!
Buyer: It is! The only issue is that I do not have the full amount.  I have $64 cash in hand
Seller: For this phone???? I am sorry I can not go so low, I will probably give it to you for 120$ if no one else is interested till the end of the week, sorry
Buyer: what will the $120 include?
Seller: I will give you brand new charger and headphones also! This is really a great deal for all these things
Buyer: 
Seller: 


SOLUTION: phone

PROBLEM: Seller: Hello, how are you?
Buyer: Hi I am great!  I would like to offer $55 for the Camcorder
Seller: Only $55?  Does it not have all the features you want?
Buyer: Since it is just a bit better than my standard phone I don't know if I would actually use it to justify paying the full asking price. 
Seller: Ah but it comes in mint condition still wrapped inside the box.  Surely you can do $100
Buyer: Since it is in mint condition I could do $70 if that is possible for you.  I could pay cash today and pick up in a few hour.
Seller: Well... if you can pick it up today and pay in cash... $75?
Buyer: that sounds fair. I will do $75!
Buyer: 
Seller: 


SOLUTION:
electronics