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: Hello are you interested in this house?
Buyer: morning. I need a little more information please.  Are utilities included?  Is there cable/satellite tv, internet and wi-fi available? What kind of parking arrangements are there?  
Seller: Utilities are included, all of that is included.  It is street side parking as well as a garage attached to the house.
Buyer: what is the deposit required and term of lease?
Seller: 1 year lease and no deposit is 1950 a month
Buyer: Would you consider reduced rent for a longer term lease?
Seller: I will offer 1750 for 2 years.
Buyer: 


SOLUTION: housing

PROBLEM: Seller: Hello there
Buyer: hey. that seems like an old router 
Seller: Actually, it is new and never opened. N300r model, wireless connection quick.
Buyer: well, it's new to you and enver opened, but the model is old, that's what i mean,. you can buys new for under 10 bucks. tell you what i'll give you 10 bucks for it 
Seller: I know it's not that old, as it supports Windows 8 as well.  So the lowest  I can go is $15.
Buyer: hm... i don't know man, i can get these online for 9 bucks. tell you what, i'll give 12 bucks. we'll split the difference
Seller: Ok, that is fair.
Seller: 
Buyer: 


SOLUTION: electronics

PROBLEM: Buyer: So hi there...saw your Apple iPad 7s--the unloced ones--up for sale....what would you be asking for them? :)
Seller: Rose Gold is my favorite color!
Buyer: Why, I would have to agree with you...!  How much would you like for the Rose Gold one, or does that one hold special meaning for you...?  :D
Seller: I would love to sell the Rose Gold one to you. I am asking $780.00.. For you, I will take $750.00 
Buyer: Rose Gold is my favorite color, and I wish I had the budget to pay what you're asking!  I desperately need an unlocked Apple iPhone 7, but I am budgeted at approximately $375.  If I asked for the matte black phone, came to you (saving you gas and time), and let you keep the Rose Gold one...would you consider $375?
Seller: I would consider selling this phone to you for $550.00.. That is the lowest I can go.. I will also throw in a screen protector and buy you coffee at our local Starbucks. I really do not think you will find a brand new unlocked Iphone this cheap anywhere else. And you can still have the Rose Gold color! 
Buyer: LOL - You drive a hard bargain!  That coffee absolutely sounds good, as does getting the Rose Gold-colored phone.  You are not kidding that I won't find a better deal for that price!  The original $780 you're asking for is entirely reasonable...and your current offer is even more generous.  I hope you can forgive me for all the barter, here, because this request in no way is an insult...it's simply that I'm forced to dip into reserves here...  I might be able to scrape up enough to counter with $425...  Again, I wish I could go higher...
Seller: My final offer is $525.00 and I am unable to go any lower. This phone has a warranty from the manufacturer as well. It is brand new and I'm taking a loss as is.   I will submit the final offer. Maybe you can borrow the extra hundred dollars. I do hope you will be the owner of this rose gold colored Iphone!  
Seller: 
Buyer: 


SOLUTION:
phone