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@TeemuSailynoja and I have ran into a case where the model has too many dimensions (for example - channel, geo, user type) and plotting things like contributions_over_time can either be not visible or throw a warning WARNING: Output too large, the following mime types were removed from the output: image/png (on Databricks).
We will need add arguments to the function(s) to support subsetting by dimensions, so that the plots can be easily read and rendered.