Perform an Intelligent Join of Health Datasets

[denironyx]

🔹 Description:
We need to merge health facility datasets from multiple sources (e.g., HDX, Healthsites, Overture Maps, OSM) while handling duplicates, inconsistencies, and missing values intelligently.

🔹 Expectations:

• Identify overlapping records across datasets using spatial & attribute-based matching.
• Handle duplicate records by prioritizing authoritative sources.
• Apply fuzzy matching for facility names and addresses.
• Standardize location data to a common coordinate reference system (CRS).
• Store the final merged dataset in a clean, structured format.