# Find the estimated percentage of each type 4 draw a

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biotic, Diaformin is chronic, and Buscopan is for pain relief. Find the estimated percentage of each type. 4. Draw a graph showing the highest cities that patients come from. Group this as per year (2015 -2019) 5. Find the percentage of patients who use private health insurances 6. Find the average of all diabetic patients (type 1 & 2). Draw the binomial distribution showing the number of diabetics in every city. 7. What are the cities (suburbs) that host less than 20% of diabetics? Predictive 8. Predict the annual income for 2020 9. Cold and Flu relate to Winter. Abstract the data related to these two diseases, ignore the year and focus on the month instead. Provide a non-linear formula that helps developers predict the future number of cold and Flu cases in each month.
Study the possibilities of establishing a small pharmacy inside the clinic or opening another clinic branch in another area. 10. study at least three associations to find if there are any associations between diseases such as obesity and heart diseases, between diabetes and hypertension, and so on. Prescriptive 11. Write at least one page suggesting some management and procedures to improve the annual revenue. This can be gained by hiring specialists, nurses, dietitians, psychologist..etc. This depends on the patient’s cases that you found in the data. Also, provide a suggestion for hiring staff, for instance, the staff ethnic background, language and gender. This is also possible by increasing the employee’s hours, from part-time to full-time. Study the possibilities of establishing a small pharmacy inside the clinic or opening another clinic branch in another area. 12. Divide patients into three different categories {regular, irregular, rare}. Suggest a minimum number of visits per month for each category. Find the possible attributes that may increase the patient’s regularity, such as ethnicity, age, gender and city. 13. If the average visit for {Regular} visitors was ψ / year, what is the probability of having (ψ – 10)/year visits.

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• Fall '19
• Ethnic group

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