Numerical -discrete: Number of students in a class, Number of pets, Goals scored in a game, Number of books in a backpack, Number of siblings, Score on a 10-point quiz, Number of phone notifications, Number of buses that arrive in an hour, Numerical-continuous: Height of students, Temperature throughout the day, Time taken to run a race, Time spent on homework (e.g. 45.2 minutes), Distance from home to school, Weight of a watermelon, Water used per household in litres, Categorical-ordinal: Eye colour, Favourite food, Country of birth, without any logical order., Types of pets (dog, cat, bird), Favourite movie genre, Car brands (Toyota, Ford, Mazda), Student ID , Categorical-nominal: School grades (A, B, C), Satisfaction rating (Very happy → Very unhappy), Place in a race (1st, 2nd, 3rd), Customer feedback (Poor, Fair, Good, Excellent), Education level (Primary, Secondary, Tertiary), Level of agreement (Strongly disagree → Strongly agree), Spiciness level (Mild, Medium, Hot),

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