Enterprise Power BI Portfolio Project Healthcare Analytics • Executive Dashboard • Power BI • DAX • Power Query • Star Schema • Business Intelligence
This enterprise Power BI Healthcare Analytics Dashboard demonstrates end-to-end Business Intelligence development using Power BI, DAX, Power Query, Star Schema data modeling, KPI reporting, executive dashboards, and interactive healthcare analytics. The project showcases how operational, financial, clinical, and patient experience data can be transformed into executive-ready insights for strategic decision-making.
Healthcare organizations generate vast amounts of operational, financial, and clinical data every day. Converting this data into meaningful insights is essential for executives to make informed strategic decisions.
This project demonstrates a production-style Power BI Executive Analytics Dashboard designed to provide hospital leadership with a comprehensive view of organizational performance across six key business areas.
The solution combines modern dashboard design principles with advanced Power BI development techniques including data modeling, Power Query, DAX, interactive navigation, dynamic insights, and executive-level reporting.
The Healthcare Executive Analytics Dashboard empowers hospital executives and decision-makers with interactive, data-driven insights to:
- Monitor patient satisfaction and overall service quality
- Track year-over-year healthcare performance and operational trends
- Analyze clinical outcomes across departments and diagnosis categories
- Monitor treatment costs, revenue, and financial performance
- Improve operational efficiency through KPI-driven analytics
- Identify bottlenecks using dynamic executive insights and recommendations
- Support strategic decision-making with real-time business intelligence
| 🚀 Feature | 💡 Details |
|---|---|
| 📄 Dashboard Pages | 5 Interactive Dashboard Pages covering Executive Overview, Patient Experience, Clinical Analytics, Financial Analytics, and Operational Analytics. |
| 📈 DAX Measures | 100+ Advanced DAX Measures including KPIs, Time Intelligence, YoY Analysis, Previous Year Comparisons, Rankings, and Dynamic Calculations. |
| 🏗️ Data Model | Enterprise Star Schema designed for scalable reporting, high-performance analytics, and reusable semantic modeling. |
| 🎨 Dashboard Design | Modern Executive UI featuring interactive navigation, responsive layouts, consistent color themes, and intuitive user experience. |
| 📅 Analytics | Advanced Time Intelligence with Year-over-Year (YoY), Previous Year (PY), Monthly Trends, and Executive KPI Analysis. |
| 📌 Executive KPIs | 25+ Dynamic KPI Cards with conditional formatting, drill-through capability, interactive filtering, and performance monitoring. |
| 🧠 Executive Insights | Dynamic Business Insights and executive recommendations generated using DAX measures and KPI-driven analytics. |
| 📚 Documentation | Comprehensive Project Documentation including Architecture, Data Model, DAX Library, Design Guidelines, and Deployment Guide. |
The dashboard delivers executive-ready KPIs with interactive filtering, drill-down capabilities, and Year-over-Year comparisons.
| Operational KPIs | Financial KPIs |
|---|---|
| 👥 Total Patients | 💰 Total Treatment Revenue |
| 🏥 Total Visits | 💵 Revenue per Patient |
| 📥 Admission Rate | 💳 Revenue per Visit |
| ⏱️ Average Wait Time | |
| 😊 Average Satisfaction Score | |
| 🚑 Emergency Visits | |
| 🚑 Ambulance Visits | |
| 👨⚕️ Observation Patients |
| Metric | Value |
|---|---|
| Dashboard Pages | 5 |
| DAX Measures | 100+ |
| Power Query Transformations | 30+ |
| Fact Tables | 1 |
| Dimension Tables | 1 |
| KPIs | 25+ |
| Documentation Files | 5 |
| Category | Technology | Purpose |
|---|---|---|
| 📊 Business Intelligence | Microsoft Power BI Desktop | Interactive dashboard development and reporting |
| 🔄 Data Transformation (ETL) | Power Query (M) | Data extraction, cleansing, and transformation |
| 📂 Data Source | CSV Dataset | Healthcare operational and clinical data |
| 🏗️ Data Modeling | Star Schema | High-performance semantic data model |
| 🧠 Business Logic | DAX (Data Analysis Expressions) | KPI calculations, time intelligence, and business metrics |
| 📅 Time Intelligence | DAX Functions | Year-over-Year analysis, Previous Year comparisons, trend analysis |
| 🎨 Visualization | Power BI Visuals | Interactive charts, KPI cards, slicers, and executive dashboards |
| 📁 Version Control | Git & GitHub | Source code management and collaboration |
| 🏥 Business Domain | Healthcare Analytics | Executive reporting and healthcare performance monitoring |
This repository includes comprehensive project documentation.
| Document | Description |
|---|---|
| ARCHITECTURE.md | Solution Architecture |
| DATA_MODEL.md | Star Schema Documentation |
| DAX_MEASURES.md | Complete DAX Measure Library |
| DEPLOYMENT_GUIDE.md | Deployment Instructions |
Healthcare-Executive-Analytics-Dashboard
│
├── Dashboard
│ └── Healthcare Executive Analytics Dashboard.pbix
├── Dataset
│ └── HealthcareData_Sample.csv
├── Documentation
│ ├──
│ ├── ARCHITECTURE.md
│ ├── DATA_MODEL.md
│ ├── DAX_MEASURES.md
│ ├── DEPLOYMENT_GUIDE.md
├── Images
│ ├── ExecutiveOverview.png
│ ├── PatientExperience.png
│ ├── ClinicalAnalytics.png
│ ├── FinancialAnalytics.png
│ ├── OperationalAnalytics.png
│ ├── Architecture.png
│ └── DataModel.png
├── LICENSE
└── README.md
- Clone the repository.
- Open the Power BI (.pbix) file.
- Refresh the dataset.
- Explore the dashboard using interactive filters and navigation.
The solution is designed with scalability in mind and can be extended with enterprise capabilities such as:
- 🤖 AI-Assisted Insights & Copilot Integration
- 📈 Predictive Analytics using Machine Learning
- ☁️ Microsoft Fabric Integration
- 🔄 Incremental Data Refresh
- 🔐 Row-Level Security (RLS)
- 📱 Mobile-Optimized Dashboard Layout
- ⚡ Real-Time Streaming Data
- 🌐 Power BI Service Deployment & Scheduled Refresh
Enterprise Data, Analytics & AI Transformation Professional
Passionate about transforming complex business data into meaningful insights through modern Business Intelligence, Analytics, and AI-driven solutions. With expertise spanning healthcare, enterprise reporting, and executive analytics, I design scalable, data-driven solutions that enable organizations to make informed strategic decisions.
- 📊 Enterprise Business Intelligence Solutions
- 📈 Microsoft Power BI & Executive Dashboard Design
- 🧠 DAX & Advanced Data Modeling
- 🔄 Power Query (ETL) & Data Transformation
- 🗄️ SQL Server & Data Warehousing
- 🏥 Healthcare Analytics & KPI Reporting
- 📐 Star Schema & Semantic Model Design
- ⚙️ Enterprise ETL Development
- 🤖 AI-Driven Analytics & Data Strategy
- ☁️ Microsoft Fabric (Currently Learning)
- 💼 LinkedIn: https://www.linkedin.com/in/mautikpatel
- 💻 GitHub: Explore more enterprise analytics and AI projects
"Turning Data into Decisions. Turning Insights into Impact."
If you found this project helpful, please consider giving it a ⭐ Star on GitHub. Your support, feedback, and suggestions are always appreciated.
Designed & Developed by Mautik Patel
Enterprise Data • Analytics • AI Transformation
🚀 Turning Data into Decisions. Turning Insights into Impact.
This project is licensed under the MIT License. See the LICENSE file for details.
This repository is intended for educational and portfolio purposes. The healthcare dataset included in this project is a sample dataset and does not contain real patient information or protected health information (PHI). Any resemblance to actual persons, organizations, or medical records is purely coincidental.