diamondgible2/Hospital-Resource-And-Patient-Management-Dataset

Hospital Resource & Patient Management Dataset

This synthetic dataset contains comprehensive information related to hospital operations, including inventory, occupancy, patient records, room assignments, storage facilities, tools, and user profiles. It is structured into multiple CSV files, each representing a specific aspect of hospital management:

• hospital_inventory.csv: Details of medical supplies and equipment available in the hospital.
• occupancy.csv: Information on room occupancy, including patient assignments and availability.
• patient_records.csv: Records of patients, including medical history and treatment details.
• rooms.csv: Data on hospital rooms, their types, and capacities.
• storage_rooms.csv: Information on storage facilities for medical supplies and equipment.
• tools.csv: List of tools and devices used in hospital operations.
• users.csv: Profiles of hospital staff and patients, including contact details, emergency contacts, and roles.

Table Relationships

The dataset includes interconnected tables to represent the relationships between different entities in the hospital:

1. Patient Records and Rooms:

   • Each patient in patient_records.csv is assigned to a room in rooms.csv.
   • The room_number field in patient_records.csv corresponds to the room_number field in rooms.csv.

2. Staff and Rooms:

   • Staff members in users.csv are assigned to specific rooms for patient care or management.
   • The staff_type field in users.csv indicates the role (e.g., nurse, doctor) and their association with rooms.

3. Inventory and Storage Rooms:

   • Medical supplies and equipment in hospital_inventory.csv are stored in locations specified in storage_rooms.csv.
   • The location field in hospital_inventory.csv maps to the storage_room_id field in storage_rooms.csv.

4. Tools and Usage:

   • Tools listed in tools.csv are used by staff members in users.csv and are associated with specific rooms in rooms.csv.
   • The tool_id field in tools.csv links to the tool_usage field in occupancy.csv.

5. Occupancy and Patient Records:

   • The occupancy.csv table tracks room usage and patient assignments, linking patient_id from patient_records.csv to room_number in rooms.csv.

Applications

This dataset is ideal for:

• Healthcare Analytics: Analyze patient flow, staff workload, and resource utilization.
• Machine Learning: Predict patient outcomes, optimize room assignments, and forecast inventory needs.
• Operational Research: Improve hospital efficiency and reduce costs through data-driven insights.

It is suitable for research and analysis in healthcare management, resource optimization, and operational efficiency. It provides anonymized and structured data that can be used for machine learning, statistical modeling, and other data-driven applications.

License

This dataset is provided under an open license for research and educational purposes. Please ensure proper attribution when using this dataset.