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• Mixed methods: combine quantitative network analysis with qualitative interviews and discourse analysis.
• Ethics-first approach: obtain consent where possible, avoid doxxing, redact personal identifiers, and follow platform policies.
• Triangulation: cross-check claims across platforms, timestamps, and independent witnesses.
• Temporal analysis: include event chronology to capture evolution, spikes, and decay.