1- Real estate classifieds. The dataset was collected from real estate websites in the United Arab Emirates
id: id of the classified
title: title of the classified
description: description of the classified
rent: annual rent or selling price (depending on adtype_id)
size: size of the unit in square feet if available
rooms: number of bedrooms
bathrooms: number of bathrooms
adtype_id: type of the classified, 1 for renting, 2 for selling
location_id: nominal value representing different neighborhoods.
city_id: either 1 for Dubai or 2 for Abu Dhabi
propertytype_id: either 1 for an apartment, or 2 for a house