tl;dr
It absolutely matters, if we say 5 is defined as "average song" and 10 is "the best song or songs" and 1 is "the worst song or songs" AND we are trying to understand where an individual song lands on this scale. Like, meaning, Streets was almost a 10, meaning "it's likely that the population believes it's the best song." We can't really make that conclusion without scaling bias first. It really doesn't matter, IF we are only interested in the relative positions of each song. Streets and Bad both received near 10s. But, even if we scaled that and they received near 8s after accounting for bias, they would still be in front.
For what that's worth, what I say is only true due to the fact that one ranking set falls entirely within another one. It wouldn't be true if, say, someone decided they wanted to use scores <6, 7, 8, 9, 10, 11, 12, 13, 15>. Of course, I would've thrown their survey out, as only integers between 1 and 10 were valid.
Can you write my biostats final for me? [emoji23]
Very interesting data, thanks for doing the analysis!