Login / Signup

Analysing the sentiments about the education system trough Twitter.

Mary Luz Mouronte-LópezJuana Savall CeresAina Mora Columbrans
Published in: Education and information technologies (2023)
This paper applies Information and Communication Technologies (ICT) as well as data analysis to gain a better understanding of the existing perception on the education system. 45,278 tweets were downloaded and processed. Using a lexicon-based approach, examining the most frequently used words, and estimating similarities between terms, we detected that a predominantly negative perception of the education system exists in most of the analysed countries. A positive perception is identified in certain low-income nations. Men exhibit a more positive sentiment than women as well as a higher subjectivity in some countries. The countries that exhibit the most positive perceptions India, Canada, Pakistan, Australia, South Africa and Kenya are also those that manifest the highest subjectivity.
Keyphrases
  • healthcare
  • data analysis
  • south africa
  • quality improvement
  • social media
  • primary care
  • polycystic ovary syndrome
  • type diabetes
  • insulin resistance
  • hepatitis c virus
  • tertiary care
  • breast cancer risk