The best representation for displaying and describing the relationship between the amount of hot chocolate and time is a line graph titled "New Machine" with the x-axis labeled "time in seconds" going from 0 to 28 and the y-axis labeled "hot chocolate amount in fluid ounces" going from 0 to 18. The line graph should include points at (4, 4), (8, 5.5), (12, 7), (16, 9), (20, 12), and (24, 15), and should have line segments connecting each point to the next.
A line graph is appropriate here because it effectively illustrates the continuous relationship between time and the amount of hot chocolate produced, allowing for easier visualization of trends over time. The line segments provide a clear representation of how the hot chocolate amount increases as time progresses.