A large corpus of lucid and non-lucid dream reports
arXiv (Cornell University) March 27, 2026 preprint DOI: 10.48550/arxiv.2603.26992 (opens in new tab)
Study at a glance
AI-extracted from the abstract| Characteristics | Observational study |
|---|---|
| Sample size | 5,000 |
| Population | Contributors to an online forum who shared anonymous dream journals |
| Topics | Dreaming Lucid dreaming |
| Keywords | Clarity Categorization Construct python library |
| Key findings | Language patterns in lucid-labeled dream reports are consistent with known characteristics of lucid dreams. |
Abstract
All varieties of dreaming remain a mystery. Lucid dreams in particular, or those characterized by awareness of the dream, are notoriously difficult to study. Their scarce prevalence and resistance to deliberate induction make it difficult to obtain a sizeable corpus of lucid dream reports. The consequent lack of clarity around lucid dream phenomenology has left the many purported applications of lucidity under-realized. Here, a large corpus of 55k dream reports from 5k contributors is curated, described, and validated for future research. Ten years of publicly available dream reports were scraped from an online forum where users share anonymous dream journals. Importantly, users optionally categorize their dream as lucid, non-lucid, or a nightmare, offering a user-provided labeling system that includes 10k lucid and 25k non-lucid, and 2k nightmare labels. After characterizing the corpus with descriptive statistics and visualizations, construct validation shows that language patterns in lucid-labeled reports are consistent with known characteristics of lucid dreams. While the entire corpus has broad value for dream science, the labeled subset is particularly powerful for new discoveries in lucid dream studies.
Comparable studies
Other observational and cohort studies on lucid dreaming, most cited first.
| Study | Year | Design | Participants |
|---|---|---|---|
| Lucid Dreaming: a State of Consciousness with Features of Both Waking and Non-Lucid Dreaming Student volunteers trained to become lucid and signal lucidity with horizontal eye... | 2009 | Observational study | n = 6 |
| Neural Correlates of Dream Lucidity Obtained from Contrasting Lucid versus Non-Lucid REM Sleep: A Combined EEG/fMRI Case Study Experienced lucid dreamers | 2012 | Observational cohort | n = 4 |
| Real-time dialogue between experimenters and dreamers during REM sleep. Individuals during REM sleep, including frequent lucid dreamers, a novice, and a... | 2021 | Observational study | n = 36 |
| Lucid Dreaming in Narcolepsy Consecutive patients with narcolepsy and healthy controls | 2015 | Case-control study | n = 106 |
| Metacognitive Mechanisms Underlying Lucid Dreaming Human participants split into high- and low-lucidity groups based on reported dream... | 2015 | Observational cohort |