I'm analyzing som product data that shows sells over the past day, week and month. In some cases I have a very high number but in most cases this number is quite low, and this is affecting quite a lot my descriptive statistics.
Will this affect my regression analysis? Should I remove data that has some zero (even though not all zeros)?
EDIT: I'm trying to determine which characteristics of the product affect the sales. I have data about some characteristics of the product (e.g., color and category) and then number of sales per product.