🏥 Healthcare Appointment No-Show Prediction

This project analyzes why patients miss their healthcare appointments using real-world appointment data.

🎯 Objective

To identify patterns among patients who fail to attend scheduled appointments and suggest improvements.

📊 Tools Used

• Microsoft Excel (for data cleaning)
• Python (for visualization using Matplotlib & Pandas)

📈 Insights

• SMS Reminders significantly reduce no-shows.
• Weekends and older age groups have more missed appointments.
• Female patients showed slightly higher no-show rates.

🖼️ Screenshots

• Age vs No-show
• SMS vs No-show
• Weekday vs No-show
• Gender vs No-show

📁 Files Included

• Healthcare_NoShow_Excel.xlsx
• Report.pdf
• Screenshots folder