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| Source | Data Points | Collection Tool | |--------|-------------|-----------------| | AdultTime public profile | Number of videos, upload frequency, tiered pricing, “Featured” badge status | Manual scrape (ethical, no private data) | | Twitter / Instagram | Followers, engagement ratios (likes/retweets per post) | Social‑Blade API | | Fan comments (selected videos) | Sentiment, requests for custom content | NVivo qualitative software | | Industry reports (e.g., XBIZ, Pornhub Insights) | Platform revenue distribution, market share | PDF extraction | Lexi Lore (born 1994) emerged in this context
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