Question: Identify if there is any correlation between area code, food habits applied to recent cholesterol levels for the patients in the dataset. Describe how information

Identify if there is any correlation between area code, food habits applied to recent cholesterol levels for the patients in the dataset.

Describe how information entropy can be applied for the question presented. Your explanation must describe the random variable considered for the calculation.

Areacode FoodHabit CholestrolLevel mg/dL

32762 Vegan 100

32765 Vegan 119

32762 Liberal 165

32766 Liberal 200

32789 Liberal 100

32789 Vegetarian 101

32808 Liberal 126

32808 Liberal 145

32812 Liberal 120

32812 Liberal 190

32765 Liberal 277

32814 Liberal 100

32765 Vegetarian 100

32809 Vegetarian 122

32765 Liberal 134

32765 Liberal 122

32765 Vegetarian 250

32765 Liberal 222

32765 Liberal 270

32765 Vegetarian 110

32814 liberal 100

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