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Stream real time Tweets of current affairs like covid-19 using Kafka 2.0.0 high throughput producer & consumer into Elasticsearch using safe, idempotent and compression configurations. Aggregate the data and use it for further analytics.

License: Apache License 2.0

Java 100.00%
bonsai coronavirus coronavirus-dataset coronavirus-real-time covid-19 elasticsearch kafka kafka-console-consumer kafka-consumer kafka-producer kafka-servers kafka-streaming kafka-twitter-streaming throughput-producer twitter twitter-api twitter-streaming-api twitterproducer zookeeper

kafka-tweet-stream's Introduction

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Hi there 👋 I'm Thomas George Thomas,

A Data engineer passionate about Data Science 📊. I like automating, building scalable pipelines, improving and optimizing systems. I am a Strong Advocate for 📜 open source, ☁️ Cloud computing, 🚀 DevOps, 🆕 Innovation and Automation 🤖

  • ⚡ Fun fact: I strongly believe in the Chaos theory: Even in unpredictable environments with seemingly random oddities and irregularities lies a predictable & sensible pattern not seen initially.
  • 💡 I'm interested in all things data: Big Data, Cloud, Machine Learning and Data Science
  • 💬 Talk to me about Formula 1 🏎️, Memes, Anime, Movies 🎥, Genshin Impact 🎮, Amateur Photography 📸

My skills include

Hadoop Spark AWS Scala Python linux MySQL Bitbucket Git Bamboo linux Kafka linux Tableau

A problem can be solved in a 100 different ways and There's always an easier way to solve a problem.
You miss 100% of the shots you don't take.


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kafka-tweet-stream's Issues

Next Steps

  • Write Consumer class to store tweets in Elasticsearch.

  • Finish adding required configurations to the Elasticsearch consumer

  • Update Readme to include integration with Elasticsearch.

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