A dataset consists of the composition of 77 breakfast cereals - a portion of the dataset is shown below.
Calories – calories / serving; Protein, Fat, Fiber, Total Carbohyrates, Sugars – grams/serving
Here is plot of the relationship between the calories/serving and the number of grams of fat.
The is the explanatory variable and the is the response variable.
There appears to be between the calories/serving and the grams of fat/serving.
A scatterplot of the number of calories/serving and the grams of fat/serving uses a different symbol for each manufacturer:
Manufacturer A only had one cereal in the set. This cereal has grams of fat and calories/serving.