For some reason I really enjoy making visual graphs from data, something which can give new insight into relationships hidden in the data.
I decided to apply this hobby of mine to ice cream, and came with the above graph. It shows calories on the horizontal axis, and sugars (in grams) on the vertical one. Numbers are measured against a single serving, which is typically 1/2 cup.
I have captured data for around 50 products across 7 different brands, and highlighted some of the points on the graph.
As expected, there is a general correlation between calories and sugar, since adding more sugar usually means adding more calories. However there are some cases like Haagen Dazs Peanut Butter Pecan, which has a lot of fat that contributes to calories, but not sugar. We also see the other extreme, Talenti Lisbon Lemon, where the main ingredients (besides water) are lemon and sugar, both which contribute to sugar but not to calories.