Quantitative newspaper sentiment analysis of the 2017 Battle of Marawi

  • Dexter Dave R Valdeavilla Department of Physics, Mapúa University
  • Maria Teresa Rivera Pulido Yuchengco Innovation Center and Department of Physics, Mapúa University

Abstract

Newspapers are expected to be objective but have often been accused of being biased. In this work, we quantitatively measure the bias of Filipino newspapers by using the TextBlob sentiment analysis tool on the coverage of the 2017 Battle of Marawi in southern Philippines. We see that an overwhelming majority (71.1% to 80.0%) of the articles on Marawi had a positive slant, while only two out of 1,185 articles were perfectly neutral. However, the small polarity absolute values (0.0286 to 0.1106) and the large deviations suggest that the articles may be considered within the "neutral" range. Moreover, these results are in sharp contrast with our previous work using another sentiment analysis tool, showing that there is still much room for improvement regarding natural language processing.

Published
2019-05-24
How to Cite
[1]
D. D. Valdeavilla and M. T. Pulido. Quantitative newspaper sentiment analysis of the 2017 Battle of Marawi, Proceedings of the Samahang Pisika ng Pilipinas 37, SPP-2019-PB-47 (2019). URL: https://paperview.spp-online.org/proceedings/article/view/SPP-2019-PB-47.