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Staff Dataset

Dataset Description

This collection contains hospital staff records including unique identifiers, names, roles (doctor, nurse, nursing_assistant), and assigned services. The data supports analysis of workforce distribution, role allocation, and staffing patterns across hospital departments.

Dataset Structure

Data Instances

[
  {
    "staff_id":"STF-5ca26577",
    "staff_name":"Yetunde Mohammed",
    "role":"doctor",
    "service":"emergency"
  },
  {
    "staff_id":"STF-02ae59ca",
    "staff_name":"Bunmi Okpara",
    "role":"doctor",
    "service":"emergency"
  },
  {
    "staff_id":"STF-d8006e7c",
    "staff_name":"Chika Akande",
    "role":"doctor",
    "service":"emergency"
  }
]

Data Fields

  • staff_id (object): Unique identifier for staff member
  • staff_name (object): Staff member name (Nigerian names)
  • role (object): Staff role (doctor, nurse, nursing_assistant)
  • service (object): Hospital service (emergency, surgery, ICU, general_medicine)

Data Splits

  • Total records: 110

Dataset Creation

Source Data

This dataset was synthetically generated to simulate real-world hospital operations for a medium-sized Nigerian hospital.

Localization

  • Names: All patient and staff names use authentic Nigerian names from Yoruba, Igbo, and Hausa ethnic groups
  • Events: Localized to Nigerian context (e.g., malaria peaks, NGO donations)
  • Context: Simulates a typical medium-sized hospital in Nigeria

Additional Information

Dataset Curators

Generated for healthcare operations analysis and research.

Licensing Information

This synthetic dataset is provided for research and educational purposes.

Citation Information

@dataset{nigerian_hospital_staff_dataset,
  title={Nigerian Hospital Staff Dataset},
  year={2025}
}
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