National Health Workforce Accounts data with physician, nurse, and midwife density per 10,000 population by country. Combined with India's state-level HMIS data, enables health workforce gap analysis for Maharashtra's rural vs urban areas.
# Download from https://apps.who.int/gho/data/
import pandas as pd
df = pd.read_csv('ghed_data.csv')
india = df[df['Country'] == 'India']
print(india[['Cadre', 'Density_Per_10000']].head())| Field | Type | Description |
|---|---|---|
| country | string | Country name |
| cadre | string | Health worker type (physician, nurse, etc.) |
| density_per_10000 | float | Health workers per 10,000 population |
| year | int | Data year |