| Source | Tool | Scope | |--------|------|-------| | | tweepy / snscrape | All public tweets from @MadisonIvy (or the verified handle) between 1 Jan 2020 – 31 Dec 2023 (≈ 4 years). | | Engagement Metrics | API fields: public_metrics (likes, retweets, replies, quote‑tweets) | Captured for each tweet. | | User Mentions / Retweets | API includes objects + users/lookup | To build a directed network of interactions. | | Policy Timeline | Public announcements, blog posts, and news articles on Twitter’s adult‑content policy changes (e.g., 2021 “NSFW labeling”, 2023 “adult content ban”). | Used for RQ4. | | Supplementary Interviews (optional) | Semi‑structured interview with a small sample of fans (n = 10‑15) and, if possible, a short interview with a social‑media manager from an adult‑content agency. | Provides depth for RQ5. |
Which tweet categories generate the highest levels of likes, retweets, replies, and quote‑tweets, and why? madison ivy twotter
What types of tweets (e.g., promotional, personal, interactional, political) does Madison Ivy post, and how are they distributed over time? | Source | Tool | Scope | |--------|------|-------|