Data quality and preparation
A blank can mean 'not yet', 'unknown' or 'not applicable'. Filling it with 0, the average, or dropping the row are three different claims about the world.
ExampleBlank TotalCharges belong to customers in their first month: set to 0 ('no bill yet'), never to the average.
