So instead, I decided to go another route. First, I separated Pittsburgh into different regions. The color shading on the map below represents the different zipcodes, and this is broken down further by neighborhoods. I then took a basket of real estate properties by manually choosing several houses within each given neighborhood and wrote down their addresses. This basket amounted to hundreds of houses.