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mrjob

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Distributed word frequency analysis on 5,000 HuffPost news headlines using Apache Hadoop MapReduce and mrjob. Single-node cluster on Docker with HDFS and YARN configured from scratch. Top 50 keywords extracted via a 2-step MapReduce pipeline with NLTK stopword filtering.

  • Updated Mar 7, 2026
  • Python

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