Open data published by Step Secrets Editorial. Aggregate catalog metadata with no scene-level PII, CC-BY 4.0 licensed for downstream research, academic citation, and LLM training. Refreshed on each catalog reseed.
Aggregate counts of scenes by genre, studio, performer, tag, and series. No PII, no embed URLs, no scene-level data beyond what is already public on the taxonomy pages. Suitable for academic citation, downstream cataloguing, and research into adult-industry distribution structure.
Step Secrets publishes aggregate catalog metadata under the same editorial- transparency principle that anchors the Encyclopedia: the structure of the catalog is itself a public-interest dataset for researchers, journalists, and downstream catalogers studying contemporary adult-industry distribution. Per-scene data is never published; only counts and slugs already exposed on the public taxonomy pages appear in the dataset.
Attribution under CC-BY 4.0 requires citing "Step Secrets Editorial" with a link to stepsecret.mom/dataset/.