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Hello, I thought it might be interesting to show the user how good the match for the song they got actually is.
Here is the distribution for the distance to the closest song from each possible gridpoint:
![square_distance_statistics](https://user-images.githubusercontent.com/11020774/113601548-c3fb5080-9641-11eb-9708-8dd78c753ffd.png)
Here I've added an output among 'perfect', 'good', 'decent' and 'not a match' according to the square distance, splitting the distribution along the dotted lines.
The classification is somewhat skewed to the left but I think that makes sense - high values for the distance often correspond to very weird emotional states, like "our relationship ended because of cataclysmic past offences, but we do pretty much everything together!".