Amber surveyed a random sample of 100 students from her middle school to learn more about what type of school lunches are preferred. The table below shows the result of the survey:

Hamburgers Spaghetti Pizza
Sample #1 44 43 13
Sample #2 39 41 20
Which of the following inferences can be made based on the data? (5 points)

a
Hamburgers are the most preferred lunch.

b
Pizza is two times more popular than spaghetti.

c
Pizza is two times more popular than hamburgers.

d
Hamburgers and spaghetti are preferred almost equally.