Your company, MediaGuru, is a prominent media organization that operates multiple digital channels, including video streaming, news websites, and social media platforms. The company’s AI strategy aims to improve the efficiency and effectiveness of its advertising campaigns by leveraging advanced audience segmentation and ad targeting techniques. As a data scientist, your task is to develop a data-driven approach to help MediaGuru better understand and segment its audience, ultimately enabling more precise ad targeting and maximizing advertising revenue.