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 …

Detecting emotional evolution on twitter during the COVID-19 pandemic using text analysis

J Cabezas, D Moctezuma, A Fernández-Isabel… - International Journal of …, 2021 - mdpi.com
Early in 2020, an unexpected and hazardous situation occurred threatening and challenging
all of humankind. A new coronavirus called SARS-CoV-2 was first identified in Wuhan …

Leveraging Twitter data to analyze the virality of Covid-19 tweets: a text mining approach

K Nanath, G Joy - Behaviour & Information Technology, 2023 - Taylor & Francis
As the novel coronavirus spreads across the world, work, pleasure, entertainment, social
interactions, and meetings have shifted online. The conversations on social media have …

Rise and fall of the global conversation and shifting sentiments during the COVID-19 pandemic

X Zhang, Q Yang, S Albaradei, X Lyu… - Humanities and social …, 2021 - nature.com
Social media (eg, Twitter) has been an extremely popular tool for public health surveillance.
The novel coronavirus disease 2019 (COVID-19) is the first pandemic experienced by a …

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 …

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 …

Understanding public sentiments, opinions and topics about covid-19 using twitter

JSL Kwan, KH Lim - … on Advances in Social Networks Analysis …, 2020 - ieeexplore.ieee.org
The COVID-19 pandemic has caused widespread devastation throughout the world. In
addition to the health and economical impacts, there is an enormous emotional toll …

[HTML][HTML] Leveraging Twitter data to understand public sentiment for the COVID‐19 outbreak in Singapore

KM Ridhwan, CA Hargreaves - International Journal of Information …, 2021 - Elsevier
Microblogging has become one of the most useful tools for sharing everyday life events and
news and for expressing opinions about those events. As Twitter posts are short and …

Covid-19 discourse on twitter: How the topics, sentiments, subjectivity, and figurative frames changed over time

P Wicke, MM Bolognesi - Frontiers in Communication, 2021 - frontiersin.org
The words we use to talk about the current epidemiological crisis on social media can inform
us on how we are conceptualizing the pandemic and how we are reacting to its …

Global reactions to COVID-19 on Twitter: a labelled dataset with latent topic, sentiment and emotion attributes

RK Gupta, A Vishwanath, Y Yang - 2021 - europepmc.org
This paper presents a large, labelled dataset on people's responses and expressions
related to the COVID-19 pandemic over the Twitter platform. From 28 January 2020 to 1 Jan …