Patient No-Show Prediction
Analyzed 110K+ medical appointments to predict patient no-shows. Uncovered key drivers: wait times (30+ days → 35% no-show), age, and socioeconomic factors. 5 ML models with 79.6% accuracy.
Health Care Analysis
Interactive Power BI dashboard tracking patient admissions, discharges, bed occupancy, and departmental performance. Heatmaps, trends, and slicers for hospital administrators.
Health Care Provider Analysis
Power BI dashboard analyzing healthcare financial performance: £3.36M billing, top revenue drivers (X‑Ray 31%, CT Scan 24%), and patient out‑of‑pocket costs.
SPSS Regression Analysis
Impact of Nigeria's monetary policy on Ibadan housing—CRR drives 2‑bedroom prices, MPR drives 3‑bedroom prices. Segmented market response via SPSS.
Customer Segmentation & Clustering
K‑Means and Hierarchical clustering on 10,000 customers, identifying 5 distinct high‑value segments for targeted marketing.
Churn Prediction Analysis
End‑to‑end ML system with Streamlit to predict customer churn, featuring interactive visualizations.
Health Sector Statistical Analysis
Three hypothesis tests to validate patterns in healthcare data using R.
Stock Price Prediction Model
Stock price prediction using historical data with 90% forecast accuracy.