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Danceability/Valence

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Hi, I've been reading about the danceability and valence metrics that echonest uses. My understanding is that these values are comprised of multiple other factors such as rhythm, beat intensity, tempo (danceability) and acousticness, loudness (valence). Are these determinations entirely machine-based or are there people who rate each song individually. Thanks for any assistance!


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