Dream Commons Aggregates — 2025-11

Dream Commons Aggregates — 2025-11 Monthly, de-identified aggregates derived from The Dream Drop app for 2025-11. Contents include: (1) high-level monthly counts, (2) counts and shares per taxonomy feature, (3) month-over-month percentage-point deltas vs 2025-10, and (4) stopword-filtered term frequencies (CJK-aware). JSON and Parquet equivalents are provided. Documentation included: SCHEMA.md (column definitions), QUALITY_REPORT.csv (checks/status), MANIFEST.json (file inventory and provenance), CHANGES.md (if any), LICENSE.txt and DATA_USE.txt. A source notebook (notebooks/replicate_pulse_2025-11.ipynb) and a plain-text pulse summary (pulse_movements_2025-11.txt) are provided for reproducibility and quick reporting. No personal, raw, or row-level data are included; this package contains only de-identified aggregates. License: CC BY-NC 4.0. How to cite: use this record’s DOI; formats at https://rootcodecollective.org/citation-guidelines/