02 Federated Analytics

Example of distributed queries without moving raw rows.

Each node reads its local synthetic CSV and computes:

• Row count.
• Count by pathogen.
• Resistance rate by antibiotic.
• Genomics availability.

The central coordinator receives only aggregates.

Run

From Desarrollo:

python .\02_federated_analytics\federated_analytics.py

If synthetic data does not exist yet, run first:

python .\01_datos_sinteticos_amr\generar_dataset_sintetico.py