This dataset contains nutrition information for
77 breakfast cereals and includes
16 variables. The "
rating" column is our target as a rating of the cereals (Possibly from Consumer Reports?).
data( cereal )
cereal dataset, as a data frame, contains
77 rows (breakfast cereals) and
16 columns (variables/features). The
16 variables are:
name: Name of cereal.
manuf: Manufacturer of cereal:
A: American Home Food Products;
G: General Mills;
Q: Quaker Oats;
R: Ralston Purina;
type: cold or hot.
calories: calories per serving.
protein: grams of protein.
fat: grams of fat.
sodium: milligrams of sodium.
fiber: grams of dietary fiber.
carbo: grams of complex carbohydrates.
sugars: grams of sugars.
potass: milligrams of potassium.
vitamins: vitamins and minerals - 0, 25, or 100, indicating the typical percentage of FDA recommended.
shelf: display shelf (1, 2, or 3, counting from the floor).
weight: weight in ounces of one serving.
cups: number of cups in one serving.
rating: a rating of the cereals (Possibly from Consumer Reports?).
The original source can be found: https://perso.telecom-paristech.fr/eagan/class/igr204/datasets
data( cereal ) str( cereal )
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