: Frequent use of "cat ears," pink-themed aesthetics, and soft-glam makeup.
| Source | Period | Units Collected | Method | |--------|--------|----------------|--------| | VK profile (vk jaybbgirl) | 01‑2021 → 12‑2024 | 1 200 public posts (images, videos, text) | API extraction (VK Graph API) | | Comment corpus | Same | 45 000 comments (selected top‑10% by likes) | Scraping via Python BeautifulSoup | | Follower graph | Quarterly snapshots | ~340 000 nodes, ~1.2 M edges | NetworkX data collection | | Interviews | 04‑2024 → 06‑2024 | 18 participants (core fans, content collaborators) | Semi‑structured, Zoom, 45‑60 min each | vk jaybbgirl
Because VK has fewer restrictions on certain types of media and allows for easier sharing of high-quality image galleries and video archives, it often contains "exclusive" or more comprehensive collections of a creator's work. : Frequent use of "cat ears," pink-themed aesthetics,
Six major modules emerged (Figure 2):
: Frequent use of "cat ears," pink-themed aesthetics, and soft-glam makeup.
| Source | Period | Units Collected | Method | |--------|--------|----------------|--------| | VK profile (vk jaybbgirl) | 01‑2021 → 12‑2024 | 1 200 public posts (images, videos, text) | API extraction (VK Graph API) | | Comment corpus | Same | 45 000 comments (selected top‑10% by likes) | Scraping via Python BeautifulSoup | | Follower graph | Quarterly snapshots | ~340 000 nodes, ~1.2 M edges | NetworkX data collection | | Interviews | 04‑2024 → 06‑2024 | 18 participants (core fans, content collaborators) | Semi‑structured, Zoom, 45‑60 min each |
Because VK has fewer restrictions on certain types of media and allows for easier sharing of high-quality image galleries and video archives, it often contains "exclusive" or more comprehensive collections of a creator's work.
Six major modules emerged (Figure 2):
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