Sentiment analysis and text analysis of the public discourse on Twitter about COVID-19 and MPox

N Thakur - Big Data and Cognitive Computing, 2023 - mdpi.com
Mining and analysis of the big data of Twitter conversations have been of significant interest
to the scientific community in the fields of healthcare, epidemiology, big data, data science …

Text analysis of evolving emotions and sentiments in COVID-19 Twitter communication

VC Storey, DE O'Leary - Cognitive Computation, 2024 - Springer
Scientists and regular citizens alike search for ways to manage the widespread effects of the
COVID-19 pandemic. While scientists are busy in their labs, other citizens often turn to …

Understanding COVID-19 response by twitter users: A text analysis approach

D Pandey, S Wairya, B Pradhan - Heliyon, 2022 - cell.com
COVID-19 outbreak has caused a high number of casualties and is an unprecedented
public health emergency. Twitter has emerged as a major platform for public interactions …

Pandemic outbreak time: Evaluation of public tweet opinion by machine learning

MB Islam, S Hasibunnahar, PK Shukla… - … in Engineering and …, 2022 - ieeexplore.ieee.org
In this work, a Twitter data-set was utilized to do sentiment analysis of people's thoughts on
the corona-virus (COVID-19) period, which is a major concern throughout the world these …

Analysing public sentiments regarding COVID-19 vaccine on twitter

K Rahul, BR Jindal, K Singh… - 2021 7th international …, 2021 - ieeexplore.ieee.org
In March 2020, Coronavirus disease was officially announced as a pandemic all over the
world by the World Health Organization (WHO). Since then, the whole pharmaceutical world …

Identification of affective valence of Twitter generated sentiments during the COVID-19 outbreak

R Mittal, A Mittal, I Aggarwal - Social Network Analysis and Mining, 2021 - Springer
This study aims to conduct text mining of affective valence of the sentiments generated on
social media during the COVID-19 and measure their association with different outcomes of …

Monkeypox2022tweets: a large-scale twitter dataset on the 2022 monkeypox outbreak, findings from analysis of tweets, and open research questions

N Thakur - Infectious Disease Reports, 2022 - mdpi.com
The mining of Tweets to develop datasets on recent issues, global challenges, pandemics,
virus outbreaks, emerging technologies, and trending matters has been of significant interest …

Analysis of public sentiment on COVID-19 vaccination using twitter

GG Jayasurya, S Kumar, BK Singh… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Social media has become a vital platform for individuals, organizations, and governments
worldwide to communicate and express their views. During the coronavirus disease 2019 …

[PDF][PDF] COVID19 outbreak: A hierarchical framework for user sentiment analysis

AF Ibrahim, M Hassaballah, AA Ali, Y Nam… - Comput. Mater …, 2022 - researchgate.net
Social networking sites in the most modernized world are flooded with large data volumes.
Extracting the sentiment polarity of important aspects is necessary as it helps to determine …

COVID-19 Twitter dataset with latent topics, sentiments and emotions attributes

RK Gupta, A Vishwanath, Y Yang - arXiv preprint arXiv:2007.06954, 2020 - arxiv.org
This paper describes a large global dataset on people's discourse and responses to the
COVID-19 pandemic over the Twitter platform. From 28 January 2020 to 1 June 2022, we …