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: Cinnamon apartments, may I help you?
Buyer: Hi, I am very interested in the apartments you have for rent.
Seller: Will it be just for you or are you going to be moving in with someone else?
Buyer: It would be me and my daughter she is 12.
Seller: Oh that's excellent. She'll love the neighborhood. I'm asking $2150 for a 2 bedroom with excellent light. 
Buyer: They sound really nice, are there any other amenities like a pool or anything like that?
Seller: Yes we have a community pool for the tenants, it's right in the center of the building, where most places have a courtyard. There is also a small gym near the laundry room.
Buyer: Oh wow nice!  Being a single mom and all the rent is just a little high for me, is it negotiable at all?
Seller: Let's see what we can do. Where are you coming from? Has your daughter been enrolled in school yet?
Buyer: Yes we already live in the area, that's why I'd like to keep her in the same district and the location of the apartments is perfect. I could afford $1978 for rent if that is possible. I'd be willing to take a smaller unit.
Seller: I'm sorry but I'll have to insist that you stay in a two bedroom. Those are the rules with children. It's very important to use all of the rooms as intended here at Cinnamon Apartments. However, you mentioned the pool earlier. Do you enjoy swimming?
Buyer: Yes we do. I would still like a 2 bedroom, but I'd be willing to do without the wall to wall closets and breakfast bar.
Seller: our only available units have both of those amenities. would you be willing to teach senior citizens water aerobics once a week?
Buyer: Sure, that sounds like something I could do.
Seller: great! I could tell you were into fitness. Yes we really need a leader for our troupe. We're called the Soaking Seniors and we haven't had a good workout in over a month! What can you pay again?
Buyer: I can afford around $1978 
Seller: That's perfect, we have a deal. Let me know what day and time you are able to hold the class. If you can maintain it then your rent can stay at 1978. The Seniors eat supper at 7 and go to bed at 8:30 so no latenight classes! 
Seller: 
Buyer: Awesome, thank you!
Buyer: 


SOLUTION: housing

PROBLEM: Buyer: Hi can you tell me a little about the bike you are selling?
Seller: It's a vintage, one of a kind. We actually had it assembled by hand with performance parts, it's definitely a special bike for enthusiats. 
Buyer: My son would love this bike! Are you willing to come down on the price at all?
Seller: I'm willing to negotiate, but I don't have too much wiggle room on it.
Buyer: I would like to offer $300, how do you feel about that?
Seller: Can you meet me halfway on the price? $330 and I'll even throw in the spare tire I have for it.
Buyer: At the price of $330 could you drop it off at my house for me?
Seller: Sure, as long as you're local.
Buyer: 
Seller: 


SOLUTION: bike

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