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thanks for flagging this issue. we are looking into this and will provide an update once it's addressed. in the meantime, please use the R version as we investigate! |
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The response decomposition in cell 12 of the python tutorial notebook has values in the order of 1e20. The "trend", for example, is
455914982384.6B
.From my understanding, this is the amount a channel contributes to the dependent variable. But the dependent variable is revenue, and the dataset
dt_simulated_weekly
has revenue values in the single-digit millions. Checkingrobyn.model_outputs
, I see that these values correspond torobyn.model_outputs.all_x_decomp_agg.xDecompAgg
, but no aggregation of any values in the dataset could possibly get close to 1e20.Am I misunderstanding something?
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