Medical Appointment No-Show Dataset With Holiday

This dataset contains patient appointment information for Brazil in 2016, augmented with holiday-related features. The original dataset includes columns such as PatientId, AppointmentID, Gender, ScheduledDay, AppointmentDay, Age, Neighbourhood, Scholarship, Hypertension, Diabetes, Alcoholism, Handicap, SMS_received, and No-show.

Additional features added in this dataset:
Transformation—feature extraction

AppointmentDay, ScheduledDay, Year, Month, Buffer_Days
Creating Behavioral Features:
Total_appointments
total_appointments, previous_appointments, previous_no_shows, previous_show, previous_show_count, patient_no_show_rate, patient_no_show_rate

API weather: Medical No-Show Dataset with Weather Context and Scraping website

• is_rainy_day
• Holiday Date: the date of the holiday if applicable
• HolidayName: name of the holiday
• HolidayType: type of holiday (National, Observance, etc.)
• IsHoliday: 1 if the appointment falls on a holiday, 0 otherwise
• DayOfWeek: name of the day
• IsWeekend: 1 if the appointment is on Saturday or Sunday
• DaysToHoliday: number of days to the nearest holiday
• IsBeforeHoliday: 1 if the appointment is 1 day before a holiday
• IsAfterHoliday: 1 if the appointment is 1 day after a holiday
• IsLongWeekend: 1 if the appointment is part of a long weekend

Potential uses:

• Exploratory data analysis
• Predictive modeling for no-show behavior
• Understanding impact of holidays and weekends on patient attendance

All dates are in 2016 and correspond to Brazilian holidays.