English

Exploring Twitter Hashtags

Computation and Language 2011-11-29 v1

Abstract

Twitter messages often contain so-called hashtags to denote keywords related to them. Using a dataset of 29 million messages, I explore relations among these hashtags with respect to co-occurrences. Furthermore, I present an attempt to classify hashtags into five intuitive classes, using a machine-learning approach. The overall outcome is an interactive Web application to explore Twitter hashtags.

Keywords

Cite

@article{arxiv.1111.6553,
  title  = {Exploring Twitter Hashtags},
  author = {Jan Pöschko},
  journal= {arXiv preprint arXiv:1111.6553},
  year   = {2011}
}
R2 v1 2026-06-21T19:42:44.172Z