2024
Aesthetics Wiki Data Clean Room
Structured dataset of online aesthetic subcultures
Description
The internet's Aesthetics Wiki is a sprawling rabbit hole, so I scraped, normalized, and enriched the canon into a clean dataset that designers and researchers can actually query. The project catalogs ~400 subcultures (from Afro-Futurism to Weirdcore) with tags, palettes, iconography, and canonical references so creative teams can prototype vibes faster. As of Nov. 23, 2025, there have been 239 downloads.
Overview of contributions
knowledge graph design, deduplicating crowd-sourced lore, taxonomy building, prompt-ready metadata authoring, and publishing reproducible datasets
Tools
Web ScrapingData CleaningPython + PandasNotionHugging Face Datasets