$($d$)$ What is the most likely cause for the answers to part $($c$)$ being the highest four months?

Retailers had an insufficient stock of these types of gifts during these months.

These months correspond to various gift giving holidays.

Retailers had an excess stock of these types of gifts during these months.

These months correspond to the four seasons of the year.

These months correspond to times of the year when individual incomes increase.