It's a bit more nuanced than that. Not only do you need to catalog good colors (and color combinations), you need to have it done by a large number of people, since different people perceive color differently and have different aesthetic preferences. This is something I've been working on in the limited context of color cycles for data visualization and plotting [1][2]. Based on my preliminary analysis, these data are quite noisy.
[1] https://colorcyclesurvey.mpetroff.net/ [2] https://mpetroff.net/2020/01/color-cycle-survey-update/