Feature engineering

In the previous exercises, you utilized window functions to identify top performers, and calculate deviations from average pricing within each neighborhood group. Now, you will extend these concepts by engineering new features that analyze listing efficiency, host behavior, and availability trends. These advanced metrics allow you to evaluate the operational scale of Airbnb's offerings, from individual listings to neighborhood-wide performance, helping uncover patterns that drive demand, inform pricing strategies, and enhance guest satisfaction.