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| Method | Data Source | Purpose | |--------|-------------|---------| | | 30 randomly selected episodes (Jan–Oct 2023) | Identify recurring themes, aesthetic tropes, and narrative structures | | Audience Ethnography | Twitter, Instagram, and TikTok comment threads; live chat logs | Map viewer engagement patterns, sentiment, and participatory rituals | | Semi‑Structured Interviews | Elvara Caliva (primary), 2 producers, 3 brand partners | Uncover production decisions, economic considerations, and strategic positioning | | Platform Analytics | YouTube Studio & TikTok Creator Dashboard (public metrics) | Quantify viewership trends, retention rates, and gifting revenue | This likely refers to: : The digital entertainment

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: A popular Indonesian digital creator and social media influencer active across platforms like Facebook and Instagram under handles like @yourelvv . She has built a massive following by sharing fitness transformations, daily lifestyle vlogs, fashion reels, and interactive content.

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