Week 3: Assignment1. The distribution of coffee consumption according to gender and neighborhood:Count the number of cases of low, moderate, and high coffeeconsumption for each gender. Count the number of neighborhoods that have a high coffee consumption. This should be repeated for each neighborhood.2. The distribution of body mass index (BMI) rates according to gender and neighborhood: The body mass index (BMI) should be calculated for each gender and for each neighborhood. To have a better un