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Alexandra K. Mendes¹, Ravi Patel², Lina S. Wu³

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: The highly anticipated prequel to the 2022 hit, continuing the mystical exploration of coastal Karnataka. With its vast library of content, user-friendly interface,

While prior literature has examined ranking algorithms on mainstream services (e.g., Netflix’s “Top 10” (Gomez‑Alvarez et al., 2022); Amazon’s “Most Watched” (Lee & Zhou, 2021)), there is a paucity of systematic analyses on smaller, community‑oriented platforms. This gap is particularly salient given Jalshamovie’s distinct and real‑time “buzz” metric , which may affect the composition of its Top charts differently from algorithm‑centric models.