Research methodology

The research archive is designed around data minimization. Private Records can contain full dream text and account metadata, while PublicDreams contain only sanitized public fields.

ResearchSignals contain non-identifying tags, language, broad date buckets, dream length buckets, and consented metadata without original text. Statistics describe dreams submitted to this platform and authorized for public reading or anonymous statistical use.