Authors - Ghanem Ghanem Binhamooda AlDhaheri, Khalifa Mohamed Abdulla Alansi, Hazza Meqbel Ali Alameri, Gurdal Ertek, Ananth Chiravuri Abstract - In today’s digital entertainment landscape, video-on-demand (VoD) streaming platforms are essential for accessing a broad range of content. This study examines the content of extensive media catalogs available on some of the major streaming platforms, namely Amazon, Apple, Disney, HBO, Netflix, and Paramount. We used a structured dataset and custom-developed a graph analytics methodology that provided a thorough analysis of the data. The sample collection of algorithmically generated graph visualizations help draw basic and in-depth insights, targeted to support informed decision-making for content creators, platform managers, and viewers alike.