Color analysis research & open data

We turn the Korean 12-season color system into data. Every dataset below is original, derived from our own analyses, and free to download and republish under a CC BY 4.0 license. <a href="/analyze">Try the free analysis</a> that generates it.

Open datasets

K-Pop Idol Color Seasons (92+ idols, 14 groups) — The Korean 12-season color reading for every K-pop idol we've analyzed, grouped, with a by-season distribution. Original finding: the idols people look up skew Bright/Clear, while across our real analyses most people are Soft/Muted. Download CSV (CC BY 4.0).
Celebrity Color Seasons (110+ cross-cultural stars) — Season, undertone, hair, eyes, and best/avoid colors for stars across K-pop, K-drama, Hollywood, and music — a reference read on the same three axes as our free selfie analysis. Download CSV (CC BY 4.0).
Color Season Distribution (N = 1,705 analyses) — How the 12 color seasons actually break down across 1,705 real AI analyses — which seasons are most and least common in the wild, not in theory. Download CSV (CC BY 4.0).
Most-Confused Color Seasons (N = 1,497 analyses) — Which season pairs people most often mix up (Deep Autumn and Warm Autumn lead) — and the finding that mix-ups are about depth and softness within a family, not warm vs cool. Download CSV (CC BY 4.0).

How to cite PersonalColorAI

All datasets are published under a CC BY 4.0 license — free to copy, adapt, and republish, including commercially, with attribution to PersonalColorAI. Suggested citation:

PersonalColorAI, "Color Season Research," https://personalcolorai.com/research (CC BY 4.0).

The studies

Frequently Asked Questions

Can I use PersonalColorAI's data?

Yes. Every dataset here is published under a Creative Commons BY 4.0 license, so you can download, republish, and adapt it — including commercially — as long as you credit PersonalColorAI with a link.

What datasets does PersonalColorAI publish?

K-Pop Idol Color Seasons, Celebrity Color Seasons, Color Season Distribution, Most-Confused Color Seasons — each with a downloadable CSV and its full methodology on the study page.

How should I cite this data?

PersonalColorAI, "Color Season Research," https://personalcolorai.com/research (CC BY 4.0).

Find your Korean color season — free AI analysis in 60 seconds