A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis

Furqan Rustam; Madiha Khalid; Waqar Aslam; Vaibhav Rupapara; Arif Mehmood; Gyu Sang Choi

doi:10.1371/journal.pone.0245909

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Open Access

Peer-reviewed

Research Article

A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis

Furqan Rustam,

Roles Conceptualization, Investigation, Methodology, Validation, Writing – original draft

Affiliation Department of Computer Science, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan

https://orcid.org/0000-0001-8403-1047

⨯
Madiha Khalid,

Roles Data curation, Formal analysis, Visualization

Affiliation Department of Computer Science, Khwaja Fareed University of Engineering and Information Technology, Rahim Yar Khan, Pakistan
⨯
Waqar Aslam,

Roles Formal analysis, Investigation, Validation, Writing – review & editing

Affiliation Department of Computer Science & Information Technology, The Islamia University of Bahawalpur, Bahawalpur, Punjab, Pakistan

https://orcid.org/0000-0002-8780-0240

⨯
Vaibhav Rupapara,

Roles Investigation, Validation

Affiliation School of Computing and Information Sciences Florida International University, Miami, FL, United States of America

https://orcid.org/0000-0002-7889-4521

⨯
Arif Mehmood ,

Roles Conceptualization, Formal analysis, Investigation, Project administration

* E-mail: castchoi@ynu.ac.kr (GSC); arifnhmp@gmail.com (AM)

Affiliation Department of Computer Science & Information Technology, The Islamia University of Bahawalpur, Bahawalpur, Punjab, Pakistan

https://orcid.org/0000-0001-5822-4005

⨯
Gyu Sang Choi

Roles Conceptualization, Funding acquisition, Supervision, Validation

* E-mail: castchoi@ynu.ac.kr (GSC); arifnhmp@gmail.com (AM)

Affiliation Department of Information & Communication Engineering, Yeungnam University, Gyeongsan, Gyeongbuk, Korea
⨯

A performance comparison of supervised machine learning models for Covid-19 tweets sentiment analysis

Furqan Rustam,
Madiha Khalid,
Waqar Aslam,
Vaibhav Rupapara,
Arif Mehmood,
Gyu Sang Choi

Published: February 25, 2021
https://doi.org/10.1371/journal.pone.0245909

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