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XDcobra / hcmc-air-traffic-kafka-monitor

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Lambda Architecture for real-time traffic speed (TomTom) and air quality (OpenAQ) data in Ho Chi Minh City. Streams to Kafka/JSON, processes with PySpark, persists in Lakehouse (MinIO + Delta Lake), and highlights critical periods where PM2.5 spikes align with congestion, supporting smart city traffic and health decisions.

python kafka big-data pyspark minio pm25 openaq data-pipeline vietnam lambda-architecture smart-city hcmc delta-lake lakehouse tomtom-api air-quality-monitoring
  • Updated Dec 12, 2025
  • Python

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