Abstract
Abstract: Netflix stands as the leading on-demand streaming platform in current times, offering its services across a staggering 190 countries and featuring an extensive library of both movies and TV shows. In our research, we carried out an initial exploratory analysis utilizing data sourced from Flexible, a search engine dedicated to cataloging the content accessible on the Netflix platform. When Netflix made its debut in April, online video streaming was still in its early stages. Fast forward eighteen years, and Netflix has evolved into the world's foremost global Internet television platform. we are diving into Netflix datasets obtained from Kaggle to gain a deeper understanding of the release schedules for movies and TV shows on the platform. Our goals encompass determining the time it takes for content to become accessible, scrutinizing the frequency of releases in specific time intervals, examining releases over the last decade, and identifying the top 10 genres that resonate most with Netflix viewers..The preliminary analysis has revealed fascinating observations regarding the current content trends on Netflix. While the current state of the recommendation system has its limitations, there is potential for improvement when incorporating additional features and variables.
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