Ivan Ksaver Šušnjara’s research while affiliated with University of Zagreb and other places

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Publications (1)

Using Hadoop Ecosystem and Python to Explore Climate Change
  • Chapter

April 2021

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23 Reads

Advances in Intelligent Systems and Computing

Ivan Ksaver Šušnjara

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In this article, the data storing and processing capabilities of Apache Hadoop ecosystem and its components: Hive, Impala and Sqoop are demonstrated. Also, it demonstrates Python programming language’s capabilities in data analysis, plotting and statistical computing. It does so by exploring climate change problem, one of today’s most relevant and detrimental problems. Apache Sqoop was employed to migrate data from RDBMS system and store it into Hive database, where Hive and Impala were used for data processing and ELT. Finally, data was analyzed using Python, showing strong evidence for global warming presence, as well as exploring relationship between carbon dioxide (CO2) emissions and climate change.