The Nearest Neighbour algorithm is awesome to find, say, the best fitting customer segment for all your new customers, or to match music tracks with other music tracks based off of features like danceability, energy, instrumentalness, etcetera.
A demo workflow is provided to understand the principle, and an app is packaged to allow other users to have some fun with this tool.