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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