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Analysing Public Perceptions Of International Events By Using Geo-Located Twitter Data

Author

Listed:
  • A. G. VAN DER VYVER

    (Monash, Johannesburg, South Africa)

  • DUNCAN GILLIES

    (Entelect, Johannesburg, South Africa)

Abstract

The growth in data generated by social media platforms like Twitter provides a wealth of potential information waiting to be extracted (or mined) - traditionally with a price tag. With the recent advancements in Open Source technologies, specifically Big Data, within the Information Technology world, businesses have started to gather as much information as possible about their customers and market space. The Big Data platform, Hadoop, has become extremely proficient at managing social media data ingestion, storage and processing, due to its ability to use both structured and unstructured data. The aim of this study is to demonstrate a Big Data environment running on Open Source technologies, in order to explore the possibilities of performing geo-located sentiment analytics on Twitter data. Subsequent to this, the link between events and changes in population sentiment was investigated. In this study, an average of 47% of the total tweets ingested were geo-locatable to a country. The Open Source Big Data software was able to demonstrate the reliability of the environment, as well as identify possible limitations to having an environment setup like the one used in this study. A number of research sub-questions were answered, one of which provided information suggesting causality between an event and the change in a populations sentiment when focusing on the events specific topic on Twitter. By performing sentiment analytics on the Twitter data, potential influential users were identifiable for each use case, while allowing additional analytics to be performed and so highlight themes and trends within the data. Three use cases will be concisely addressed in this paper. The first is the Oscar Pistorius Trial (legal), the second is the FIFA World Cup of 2014 (sport), and the last one, a movie titled Maze Runner.

Suggested Citation

  • A. G. Van Der Vyver & Duncan Gillies, 2017. "Analysing Public Perceptions Of International Events By Using Geo-Located Twitter Data," International Journal of Humanities, Arts and Social Sciences, Dr. Mohammad Hamad Al-khresheh, vol. 3(2), pages 64-70.
    • Handle: RePEc:apa:ijhass:2017:p:64-70
    DOI: 10.20469/ijhss.3.20004-2
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    References listed on IDEAS

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    1. Tengku Adil Tengku Izha & Mohammad Fazli Baharuddin & Ahmad Nadzri Mohamad & Ahmad Azman Mohamad Ramli & Mohd Shamsul Mohd Shoid & Wan Mohd Hafiz Wan Hasnol, 2016. "Using ontology for goal-based query to evaluate social media data," Journal of Advances in Humanities and Social Sciences, Dr. Yi-Hsing Hsieh, vol. 2(2), pages 107-118.
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