Adding variation

Your analysis suggests the weather didn't cause the drop in sales either, but there might have been other outside factors that influenced sales. As we reviewed, you can add random variation to your data to model different circumstances. More specifically, we'll add variation to the quantities of items purchased in our models to see the effects of different sales volumes.

Use the functions described in the video to add variation to the data to see if your price changes might increase sales under other circumstances.