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

F Rustam, M Khalid, W Aslam, V Rupapara… - Plos one, 2021 - journals.plos.org
Covid-19 tweets sentiment analysis using a supervised machine learning approach.
Identification of Covid-19 sentiments from tweets … The used dataset is extracted from Twitter using …

Sentimental analysis of COVID-19 tweets using deep learning models

N Chintalapudi, G Battineni, F Amenta - Infectious disease reports, 2021 - mdpi.com
… The sentiment analysis of Indian tweets during COVID-19 lockdown obtained in this study …
and experimental model advancement with more COVID-19 data, and supplementary methods…

A proposed sentiment analysis deep learning algorithm for analyzing COVID-19 tweets

H Kaur, SU Ahsaan, B Alankar, V Chang - Information Systems Frontiers, 2021 - Springer
sentiment analysis has been carried out through the tweets generated within the time period
of COVID-… We have collected the Twitter data based on hashtag keywords, including COVID-…

Tweets sentiment analysis during COVID-19 pandemic

MA Alanezi, NM Hewahi - … Conference on Data Analytics for …, 2020 - ieeexplore.ieee.org
… on coronavirus tweets analyses. Section 3 details the preparation used to generate and
explore tweets. … CONCLUSION In conclusion, the issue of public sentiment about COVID19 is …

[PDF][PDF] Topic based sentiment analysis for COVID-19 tweets

M Abdulaziz, A Alotaibi, M Alsolamy… - International Journal of …, 2021 - researchgate.net
… improving the sentiment of topic modeling analysis and relies … To achieve this aim, a dataset
of tweets about COVID-19 … The contribution of this work is to analyze the COVID-19 tweets

Sentiment Analysis of COVID-19 tweets by Deep Learning Classifiers—A study to show how popularity is affecting accuracy in social media

K Chakraborty, S Bhatia, S Bhattacharyya, J Platos… - Applied Soft …, 2020 - Elsevier
COVID-19 originally known as Corona VIrus Disease of 2019, … that tweets containing all
handles related to COVID-19 and … This study analyzes two types of tweets gathered during the …

A novel fusion-based deep learning model for sentiment analysis of COVID-19 tweets

ME Basiri, S Nemati, M Abdar, S Asadi… - Knowledge-Based …, 2021 - Elsevier
… on the extraction of sentiment intensity of Twitter users in 8 countries toward COVID-19. In
addition to this difference, this work presents a new COVID-19 Twitter dataset extracted for a …

Twitter sentiment analysis on worldwide COVID-19 outbreaks

KH Manguri, RN Ramadhan… - Kurdistan Journal of …, 2020 - kjar.spu.edu.iq
… libraries to access Twitter social media platforms. Python can access these tweets from
Twitter’s search API and tweepy library. In summary the sentiment analysis approach has been …

Sentiment analysis on covid-19 twitter data

T Vijay, A Chawla, B Dhanka… - 2020 5th IEEE …, 2020 - ieeexplore.ieee.org
COVID-19 on twitter. In this paper, those tweets are used to analyze the behavior and sentiment
of … People were very negative about COVID in the early days. Many were not confident to …

COVIDSenti: A large-scale benchmark Twitter data set for COVID-19 sentiment analysis

U Naseem, I Razzak, M Khushi… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
… In this article, we address the issue of Twitter sentiment on COVID-19-related Twitter posts.
We benchmark sentiment analysis methods in the analysis of COVID-19-related sentiment. …