For this project, we have prepared the information of almost 4000 apartments in Tehran. All data is completely real. What we did is that we estimated the price in dollars or tomans using the features of the data set that we have described below.
House size in meters (Area)
Number of bedrooms
Is there a parking lot or not?
Does it have a warehouse or not?
Does it have an elevator or not?
An approximate address in Tehran (Address)
Price in Tomans
Price in dollars
In this dataset, some houses do not have addresses, and also the size of some houses is entered incorrectly (they have a very large value). For this purpose, we should also manage these items and remove them from our dataset.