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realtime-data-pipeline

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akshitvjain / realtime-twitter-trends-analytics

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A big data project to develop a real-time data pipeline for analyzing the popularity and sentiments of trending topics on Twitter.

twitter kafka big-data spark mongodb zookeeper twitter-streaming-api business-intelligence hashtags tableau twitter-sentiment-analysis dstream data-pipeline drill realtime-dashboard parallel-data-processing kafka-producer-consumer rdds geo-visualization realtime-data-pipeline
  • Updated Jun 21, 2022
  • Scala

D0nG4667 / de-realtime-fleet-telemetry

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Low-latency real-time fleet telemetry pipeline. Ingests, validates, and statefully aggregates (sliding event-time windows) vehicle diagnostics under 148ms. Features Kafka buffers, PyFlink stream-processing, S3 checkpoints, and Redis active cache serving. Handles 50k events/sec with custom watermark handling, and schema validation gates.

docker redis rocksdb stream-processing data-engineering apache-flink apache-kafka realtime-data-pipeline pyflink iot-telemetry
  • Updated Jul 12, 2026
  • Python

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