The data is an archive of ads for several years for the sale of apartments in St. Petersburg and neighboring settlements. Each object contains two types of data. The first data type is cartographic and the second data type is user-added.

It is necessary to perform data preprocessing. Explore the data and discover interesting relationships between them.