| Source | Quantity | Period | Extraction Method | |--------|----------|--------|-------------------| | | 250 videos (TikTok, YouTube Shorts, Instagram Reels) | Jan 2022–Mar 2026 | API scraping + manual verification | | Audience Interviews | 12 semi‑structured interviews (8 female, 4 male; ages 18‑34) | Feb 2026 | Video‑call, recorded, transcribed | | Social‑Network Data | 1.3 M follower connections across TikTok, Instagram, Discord | Jan‑Mar 2026 | NodeXL + Gephi visualization | | Sales & Engagement Metrics | Affiliate click‑through rates, merch sales, live‑stream donations | Continuous (internal reports provided by Jenna’s manager) | Dashboard analytics |