Scatter plot clusters don't work in Service?

I have some scatter plot visuals using the 'Automatically find clusters' feature. The clustering algorithm runs fine and automatically adds itself to as the legend of the scatter chart. However, once the report is published and goes through scheduled refreshes, the visual becomes corrupted and I get the 'cannot load visuals' error. 

Is this a known error? Can PBI not run the clustering algroithm on scheduled refreshes in the service? I've had this happen on a few other reports and it appears to be isolated to scatter charts with the clusters enabled.

Couldn't load the data for this visual The query referenced column 'Query1'[field_name (clusters)] which depends on another column, relationship or measure that is not in a valid state. Additional information: ''.