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: You're interested in our service?
Buyer: Hello.
Seller: Hey there, let me sell you on our $100 plan.  Unlimited minutes, text and data.
Buyer: I see that you are offering  Metro FLASH on my phone.
Seller: Yes, are you interesterd in the $100 unlimited plan?
Buyer: No, I have an extremely limited budget, is there something more affordable?
Seller: We have a $70 plan with only 2GB of data, or a $50 plan with 1GB data.  The $100 plan you get a free iPhone
Buyer: I don't need a new phone and I don't have a smart phone. Do you do anything without data?
Seller: Yes the $40 plan which has no data, does that sound good?
Buyer: Still too expensive for me.  How about a pre-pay option? or pay as you go?
Seller: Pay as you go is $30 per month and +$.05 for any minute over 120
Buyer: What I really need is just an emergency phone. Something that I can use for emergencies only. do you have anything like that?
Seller: What are you looking to spend?
Buyer: I'd love to keep it around $10-15 if I can, My budget is one where I can't afford a lot of extras.
Seller: I can offer you a $15 phone that allows only 5 calls per month. 30 minutes only, and +.25 cents for minute over
Buyer: Is the price the same if I bring my own phone?
Seller: Yes, there's not a carrier in the entrie world that will offer you a $15 plan.
Buyer: Okay, then I will take your offer! 
Seller: 
Buyer: 


SOLUTION: phone

PROBLEM: Buyer: Hi, you have a nice bike there. I was wondering if there was much wear visible and tear on it.
Seller: No, its in great shape! My daughter rarely rode the bike . . . tires still look like they have full tread on them and there are no scuffs or scrapes on the bike. I also think I have some streamers and a Hello Kitty helmet I can throw in if you're able to pick-up tomorrow.
Buyer: Do you still have the receipt and know if there is still a warranty for it?
Seller: Yes! The bike was purchased last summer for $120. It has a one-year manufacturer warranty on it . . . so you have about two months left on the warranty. 
Buyer: That sounds good, would you take $27 dollars for it?
Seller: No, I'm sorry . . . that's too low. It's less than a year old and in near perfect condition. I have it listed for $45, but my bottom dollar is $40 (plus I'll provide the warranty/receipt, helmet, and streamers at no additional charge). Would you like to pick it up tomorrow?
Buyer: Well I could pick it up tomorrow and go as high as $35. Would that work for you?
Seller: Deal. I'll send you my address and we can get you this bike tomorrow! Thank you!
Seller: 
Buyer: 


SOLUTION: bike

PROBLEM: Seller: Hi. How are you ?
Buyer: Good u
Seller: good. have you read through the listing yet?
Buyer: Yes very interested 
Seller: as it says in the listing, there are some small ccosmetic issues, but the headphones are in excellent working condition. are you ok with that?
Buyer: Does really work or it just sales pitch
Seller: It really works. Guaranteed. If you buy and see it doesn't work, you can return it.
Buyer: Do you accept trades
Seller: depends. what would you trade for?
Buyer: Firearm
Seller: what type? good condition?
Buyer: Hk416 excellent condition
Seller: ammo included?
Buyer: No
Seller: ill accept the trade
Buyer: Sounds good
Buyer: 


SOLUTION:
electronics

