Exploring Usability of Reddit in Data Science and Knowledge Processing

Authors

  • Jan Sawicki Warsaw University of Technology
  • Maria Ganzha Warsaw University of Technology, Department of Mathematics and Information Sciences
  • Marcin Paprzycki Systems Research Institute Polish Academy of Sciences
  • Amelia Badica University of Craiova, Department of Statistics and Business Informatics

DOI:

https://doi.org/10.12694/scpe.v23i1.1957

Keywords:

Reddit, online forum, dataset, text mining, information retrieval, data analytics, knowledge processing

Abstract

This contribution argues that Reddit, as a massive, categorized, open-access dataset, is a useful data source, on "almost any topic", which can be used for data science and knowledge exploration. This statement is backed-up with presented analysis, based on 180 manually annotated papers, related to Reddit itself, and data acquired from top databases of scientific papers. Finally, an open source tool is introduced, which provides easy access to Reddit resources, and exploratory data analysis of how Reddit covers selected topics. This is a prelude analysis to a broader exploration of Reddit's applicability.

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Published

2022-04-25

Issue

Vol. 23 No. 1 (2022)

Section

Research Papers