Thanks for the reply. I put cubism in the bucket of time series data, where the x-axis is time and the y-axis a single continuous scalar with definable magnitude. What makes these timeline views unique is multiple y-axis values, each with no magnitude, just metadata. (Or perhaps the metadata is more important than the magnitude)

Cubism is hawt for time series data, but there are lots of good options. It's a popular ask.