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!
Buyer: Hi! I was interested in the cottage but it seems quite high compared to other dwellings in the area. Is there something other than the hardwood floors that justify the cost?
Seller: Definitely! The cottage is in a phenomenal area, and is supposedly haunted by a rich ghost! 
Buyer: Hm. I prefer to live alone. Since i'll be locked into a year lease with no warranty, i think $1750 would be a more realistic lease.
Seller: Ok, I just wanted to let you know that the ghost is very friendly and leaves a gold coin on the porch every morning. This can become very profitable over the years. For this reason I would have to increase the price.
Buyer: Interesting. I am lacking gold in my portfolio. $1950 seem more reasonable?
Seller: Absolutely not, you will end up earning much more money from this house than you will be paying! $2450 is the lowest I will go!
Buyer: If you could go $2375 i can add a $1000 security deposit and sign the lease today!
Seller: Sounds like a plan! I actually offered another one of my clients a 1000 dollar security deposit on another house that I sold today!
Seller: 
Buyer: 


SOLUTION: housing

PROBLEM: Buyer: Hi, I see you are selling a table made from scraps from your shop.
Seller: Yes it is a great table. While it is made of scraps, many hours were put into it to make it a very stylish and valuable table. 
Buyer: I'm a little concerned that you can see light that would shine through the table.   Would you be will to sell me the table for $350?
Seller: $350 is a little low for me. I understand your concern about the light, but rest assured it is a great table. How about $420?
Buyer: I will accept $420 if you agree to deliver to my house at no additional cost.
Seller: I think I can do that!
Buyer: 
Seller: 


SOLUTION: furniture

PROBLEM: Buyer: Hello
Seller: Hello there. 
Buyer: Tell me about the property.
Seller: It is a very large 1 bedroom 1 bath 
Buyer: Is there trash service?
Seller: No, it is not included but I can throw it in for you if you like. 
Buyer: Ok I can offerv1743
Seller: It is a very nice exclusive area. I am willing to accept 1850
Buyer: What about cable and the light bill? Is that included?
Seller: Both are not. I can throw in free internet, but the light bill is separate. 
Buyer: 1790?
Seller: I really would like to get at least 1850 for it. I can throw in a $50 light credit per month. 
Buyer: Ok deal
Seller: Thanks. I know you will love it. 
Seller: 
Buyer: Your welcome 
Buyer: 


SOLUTION:
housing