A visualization constructed using the vega-lite-api.

Original data source: Spotify Music Attributes

From the graph, we can see that if the liveness score is below 0.8, it doesn't affect the author's likeliness, but if the liveliness is more than 0.8, then it usually means the author likes music. But the liveliess can also be correlated to other attributes. So, the correlation of the liveliness and the author's likeliness is not obvious from the graph.