Property id The unique value of each Property. Location id The unique value of each location is based on the subcategory of the city. Page URL The URL of the page where the property was published. Property type In this section we have six different types:

1. House
2. FarmHouse
3. Upper Portion
4. Lower Portion
5. Flat
6. Room

Price Price is a dependent feature/parameter in this dataset. City In this dataset the total number of cities is five:

1. Lahore
2. Karachi
3. Faisalabad
4. Rawalpindi
5. Islamabad

Province Province parameter is about the state of the city Location It is about the different kinds of locations in each city. Lastly, the Latitude and Longitude of the Cities.