Role of Emotion in Excessive Use of Twitter During COVID-19 Imposed Lockdown in India

被引:38
|
作者
Arora A. [1 ]
Chakraborty P. [1 ]
Bhatia M.P.S. [1 ]
Mittal P. [2 ]
机构
[1] Department of Computer Science and Engineering, Netaji Subhas University of Technology, New Delhi
[2] Department of Commerce, Satyawati College (Evening), University of Delhi, Delhi
关键词
COVID-19; Emotion analysis; Lockdown; Social media addiction; Twitter;
D O I
10.1007/s41347-020-00174-3
中图分类号
学科分类号
摘要
The COVID-19 pandemic and the lockdowns to contain it are affecting the daily life of people around the world. People are now using digital technologies, including social media, more than ever before. The objectives of this study were to analyze the social media usage pattern of people during the COVID-19 imposed lockdown and to understand the effects of emotion on the same. We scraped messages posted on Twitter by users from India expressing their emotion or view on the pandemic during the first 40 days of the lockdown. We identified the users who posted frequently and analyzed their usage pattern and their overall emotion during the study period based on their tweets. It was observed that 222 users tweeted frequently during the study period. Out of them, 13.5% were found to be addicted to Twitter and posted 13.67 tweets daily on an average (SD: 4.89), while 3.2% were found to be highly addicted and posted 40.71 tweets daily on an average (SD: 9.90) during the study period. The overall emotion of 40.1% of the users was happiness throughout the study period. However, it was also observed that users who tweeted more frequently were typically angry, disgusted, or sad about the prevailing situation. We concluded that people with a negative sentiment are more susceptible to addictive use of social media. © 2020, Springer Nature Switzerland AG.
引用
收藏
页码:370 / 377
页数:7
相关论文
共 50 条
  • [31] Impact of lockdown on air quality in India during COVID-19 pandemic
    Ramesh P. Singh
    Akshansha Chauhan
    [J]. Air Quality, Atmosphere & Health, 2020, 13 : 921 - 928
  • [32] Tobacco use and quitting behaviour during COVID-19 lockdown
    Veeraiah, S.
    Sudhakar, R.
    Tripathy, J. P.
    Sankar, D.
    Usharani, A.
    Ramakrishnan, S.
    Selvam, J.
    Nagarajan, G.
    Prabhakar, D. S.
    Swaminathan, R.
    [J]. INTERNATIONAL JOURNAL OF TUBERCULOSIS AND LUNG DISEASE, 2021, 25 (03) : 247 - 249
  • [33] PAP USE PATTERN CHANGE DURING THE COVID-19 LOCKDOWN
    Esmero, Veronica
    Herdegen, James
    [J]. SLEEP, 2021, 44 : A275 - A275
  • [34] The use of prescription analgesics during COVID-19 lockdown in the Netherlands
    Saeed, H.
    Kiani, P.
    Sips, A. S. M.
    Kraneveld, A. D.
    Garssen, J.
    Verster, J. C.
    [J]. EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2021, 53 : S324 - S324
  • [35] Gambling advertising on Twitter before, during and after the initial Australian COVID-19 lockdown
    Russell, Alex M. T.
    Hing, Nerilee
    Bryden, Gabrielle Maria
    Thorne, Hannah
    Rockloff, Matthew J.
    Browne, Matthew
    [J]. JOURNAL OF BEHAVIORAL ADDICTIONS, 2023, 12 (02) : 557 - 570
  • [36] COVID-19 pandemic-imposed lockdown: impacts on the rural agrarian and the urban corporate workforce of India
    Majumdar, Piya
    Mandi, Sasangbaha
    Biswas, Ankita
    Nayak, Prasunpriya
    Sahu, Subhashis
    [J]. BIOLOGICAL RHYTHM RESEARCH, 2022, 53 (11) : 1753 - 1769
  • [37] COVID-19, lockdown, and cannabis use
    Underner, M.
    Peiffer, G.
    Perriot, J.
    Jaafari, N.
    [J]. REVUE DES MALADIES RESPIRATOIRES, 2021, 38 (05) : 535 - 538
  • [38] Hope During COVID-19 Lockdown
    Amirav, Dorit Redlich
    Besor, Omri
    Amirav, Israel
    [J]. CUREUS JOURNAL OF MEDICAL SCIENCE, 2021, 13 (05)
  • [39] The effect of COVID-19 imposed lockdown on Italian children with Vernal Keratoconjunctivitis
    Cristina, Artesani Maria
    Mariacristina, Esposito
    Marta, Sacchetti
    Maurizio, Mennini
    Antonino, Romanzo
    Luca, Buzzonetti
    Giovanni, Fiocchi Alessandro
    Andrea, Sansone
    [J]. WORLD ALLERGY ORGANIZATION JOURNAL, 2022, 15 (10):
  • [40] Air and water health: industrial footprints of COVID-19 imposed lockdown
    Vedika Gupta
    Nikita Jain
    Deepali Virmani
    Senthilkumar Mohan
    Ali Ahmadian
    Massimiliano Ferrara
    [J]. Arabian Journal of Geosciences, 2022, 15 (8)