I'm here to help with a wide range of topics. However, I want to ensure that the content provided is respectful, professional, and appropriate for all audiences.
| Method | Description | Sample / Data | |--------|-------------|---------------| | | Participant observation in Discord servers, Instagram DMs, and TikTok comment threads. | 4,562 unique user IDs (Jan‑Jun 2025). | | Sentiment Analytics | Machine‑learning classification of brand‑related hashtags (#kobelremas, #mangocute, #indo18). | 1.2 M tweets & TikTok captions. | | Market Analysis | Revenue reports from public filings, Google Trends, and App Store rankings. | Q1‑Q3 2025 data. | | Semi‑Structured Interviews | 28 interviews with creators, brand managers, and token holders. | Conducted via Zoom, recorded with consent. | I'm here to help with a wide range of topics