Investigate Medical Appointment Dataset

110,526 medical appointments its 14 associated characteristics. The most important one if the patient show-up or no-show to the appointment.

What if that possible to predict someone to no-show an appointment ?

---

Question 1: What factors are important to predict if a patient will show up for their scheduled appointment?

Question 2: What factors are important to know what makes people make an appointment?

---

Conclusions

1- 20% of people does not attend their appointments, which indicates the extent and impact of this problem.

2- Older people are less likely to show up for appointments, maybe because they're dead?

3- People miss their appointments more than usual in April. In June and July, people attend more than usual.

4- Reserving the appointment on the same day has a good effect on attending the appointment.

5- Females books more appointments than males.

6- Young people are the most booked for appointments.

7- The less Five neighborhoods whose residents book for an appointment:

1- FRADINHOS 2- NAZARETH 3- AEROPORTO 4- ILHAS OCEÂNICAS DE TRINDADE 5- PARQUE INDUSTRIAL

---

By : Mohamed Ahmed Abdullah Mahmoud