Cross‑platform synergies have become central to creator economies. Influencers now maintain omni‑presence : a primary hub (e.g., YouTube) supplemented by short‑form channels (TikTok, Reels) and community spaces (Discord, Reddit) (Abidin, 2022). The 22‑05‑20 event demonstrates convergence : a YouTube livestream simultaneously streamed on Twitch, clipped for TikTok, and discussed on Discord. This convergence amplifies reach while allowing platform‑specific narrative embellishment (Kumar & Sinha, 2023).
The rise of social media has transformed the way we interact with each other and consume information. Online communities like BrattySis have become essential hubs for people to connect, share ideas, and engage in discussions. However, social media also poses significant challenges, such as the spread of misinformation, cyberbullying, and the blurring of reality and fantasy. BrattySis.22.05.20.Gracie.Gates.And.Xxlayna.Mar...
A grounded‑theory approach guided the identification of recurring narrative motifs. Two coders independently coded 2 500 comment excerpts and Discord messages, achieving a Cohen’s κ = 0.84. Primary themes: social media also poses significant challenges
| Source | Time‑frame | Units Collected | Access Method | |--------|------------|----------------|----------------| | YouTube (BrattySis, Gracie Gates, Xxlayna channels) | 01‑2020 → 12‑2022 | 1 200 videos, 5 850 000 comments | YouTube Data API v3 | | TikTok (official accounts) | 04‑2020 → 12‑2022 | 3 400 short videos, 2 100 000 comments | TikTok Scraper (Python) | | Instagram (posts & Stories) | 03‑2020 → 12‑2022 | 2 800 posts, 1 200 000 likes | Instagram Graph API | | Discord (official fan server) | 05‑2020 → 12‑2022 | 45 000 messages (text + voice logs) | Bot‑generated logs (admin consent) | | Merchandise sales (Shopify) | 06‑2020 → 12‑2022 | Transaction IDs, SKU data | Direct partnership with creators | such as the spread of misinformation