For each of the following analysis questions, what type of data analytics are required?

$$ What was the company's sales growth rate this year?

$$ Is U$.$S$.$ sales growth this year explained by general economic factors, the new ad campaign, or both?

$$ What do we expect next year's sales to be$?$

$$ Should the new ad campaign be extended for next year?