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: Hello
Seller: Hi how are you? 
Buyer: Good. I am in the market for a new bike. Is this one in good shape?
Seller: This one is in fantastic shape! It's got some great options too. It has a step thu frame, cantilever brakes and a shimano drivetrain. 
Buyer: That sounds awesome. How much do you want for it?
Seller: I'm asking $350 for it, but I'm willing to negotiate, especially for cash.
Buyer: Would you be willing to lower the price down to 250? I will pick it up myself.
Seller: Sorry, 250 is too low. I'll deliver it myself for $300, and we have a deal. 
Buyer: That sounds good to me. Nice doing business with you.
Buyer: 
Seller: 


SOLUTION: bike

PROBLEM: Seller: Hey there, you're interested in the Fitbit?
Buyer: Hey there id love to buy a fitbit! Are they good quality?
Seller: Great quality, I just have the one fitbit because I bought one for my son and wife but my son didn't want it
Buyer: Nice! So they work very well? Do you like them, do you find they help monitoring your workouts better?
Seller: Yeah, I personally have this generation one too, it's so nice to use with RunKeeper or the FitBit app it comes with. Do you work out a lot?
Buyer: Yes that's why I want to get one. I hear it makes working out a lot more efficient. I'm looking to spend around $30, whats the lowest you can sell me one for today?
Seller: Oh I only have this one and it's literally in the box. Can you give me 50 for it? If you went to the store it'd be like 80
Buyer: Okay, since its fresh and still in the box Ill do $50. Thanks a lot for your help with this sale.
Buyer: 
Seller: 


SOLUTION: electronics

PROBLEM: Buyer: hey there, this scanner comes with a g3?
Seller: Oh yes it does. Amazing bargain right?
Buyer: seems like a deal, why are you selling?
Seller: Well to be honest I just met an NBA player and he insists that I close my interior design business and learn to cheerlead. 
Buyer: wow, thats amazing. Sounds like you'll be making big money, so you can probably afford to let this scanner go for like $350? ;)
Seller: ah ha! You're sharp. But actually cheerleaders make less than minimum wage. I'm selling this to buy booty shorts. I need at least 390 for those. 
Buyer: wow, booty shorts have really gotten pricey! How about $368 and I throw in a pair of barely used blue sequin booty shorts to help you get started?
Seller: Inflation is a monster. And big booty women are always the first to feel the squeeze. Let's go with 375, gently used blue booty shorts and you teach me a couple dance moves? I have a cocktail table that should perfectly match those shorts...
Buyer: you've got a deal, and just so we're clear, I said barely used, not gently used! 
Buyer: 
Seller: 


SOLUTION:
electronics