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hospital-data

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This project analyzed hospital appointment data to explore factors influencing patient show-up rates. Key findings include no strong correlation between demographic or health characteristics and attendance, with complex, multifaceted behavior likely driving no-shows. Recommendations are added at the end of the notebook based on the findings.

  • Updated Aug 16, 2024
  • Jupyter Notebook

SQL + Power BI + Excel analytics system built on public CMS hospital data. Tracks 30-day readmission rates, HCAHPS patient satisfaction, and clinical quality indicators across 4,800+ U.S. hospitals — with benchmarking, trend analysis, and operational efficiency reporting across three dashboard pages.

  • Updated Mar 19, 2026
  • HTML

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