OLUWADAMILARE WILLIAMS 🥂😊

Ulcers aren’t random, the data exposed patterns most people miss

After analyzing ulcer patient data and building an interactive Power BI dashboard, clear patterns emerged:

What the data shows
• Most patients are over 50
• BMI levels suggest lifestyle factors play a major role
• NSAIDs appear repeatedly across patient histories
• Many cases are diagnosed late, when ulcers are already deep

Likely causes
• Prolonged NSAID and aspirin use
• Delayed medical check-ups
• Poor dietary habits and stress
• Untreated recurrent ulcers

What this data recommends
• Early screening for high-risk age groups
• Review and regulate long-term NSAID use
• Lifestyle and diet-focused interventions
• Data-driven monitoring for early detection

This is why healthcare needs data-driven decisions, not guesswork.
Early insights can change outcomes

#dataanalysis
#healthcaredata
#datavisualization