![visualizer for spotify 2017 visualizer for spotify 2017](http://brownbydesign.weebly.com/uploads/1/3/3/9/133945560/404990568.jpg)
Tracks with high valence sound more positive (e.g.
![visualizer for spotify 2017 visualizer for spotify 2017](https://i.ytimg.com/vi/NLrwdWZAE8c/maxresdefault.jpg)
Subjectivity is nearly impossible to analyze. He puts forth a theory that, “The truth is that objectivity and subjectivity are interrelated and possibly exist on a spectrum”. Subjectivity in Music: The Ultimate Guide and Solution, the author, “Carcinogeneticist” tries to give a balanced view saying both arguments have their merits and demerits. Some people, like Jack Fleming in his opinion column, fall on the objectivity side of the argument saying “Using subjectivity in music analysis tends to trivialize it.” He goes on to say that like other art forms, we need to have a basis of judgement for music as well. The debate on whether choice in music is subjective or objective is an age-old argument.