COVID-19 News Articles

Name: COVID-19 News Articles
Creator: Piyush Ghasiya
License: https://creativecommons.org/licenses/by/4.0/

Citation Author(s):: Piyush Ghasiya (Kyushu University)

Koji Okamura (Kyushu University)
Submitted by:: Piyush Ghasiya
Last updated:: Wed, 05/18/2022 - 02:18
DOI:: 10.21227/gdq8-ej60
Data Format:: *.csv
Research Article Link:: Investigating COVID-19 News Across Four Nations: A Topic Modeling and Sentiment…

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Categories:

Keywords:

COVID-19 News Sentiment Classification and Analysis; COVID-19 Topic Modeling

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Abstract

This dataset is consist news articles related to COVID-19 from UK, India, Japan and South Korea newspapers.

Instructions:

All the files are in .csv format and can be directly to various Natural Language Processing tasks such as topic modeling and sentiment analysis.

In the Data file, two folders are present: 1) Sentiment Analysis and 2) Topic Modeling. The Sentiment Analysis folder contain 6 files: 1) All_Label_Covid_Headlines (CSV file), 2) checkpoint-03-0.9000.h5, 3) Headline_India (CSV file), 4) Headline_Japan (CSV file), 5) Headline_Korea (CSV file), and 6) Headline_UK (CSV file). The Topic Modeling folder contain 8 files: 1) India_Articles (CSV file), 2) India_Covid-19_Top2Vec_model, 3) Japan_Articles (CSV file), 4) Japan_Covid-19_Top2Vec_model, 5) Korea_Articles (CSV file), 6) Korea_Covid-19_Top2Vec_model, 7) UK_Articles (CSV file), and 8) UK_Covid-19_Top2Vec_model.

Piyush Ghasiya Wed, 01/20/2021 - 21:11 Permalink

Great Dataset helping a lot

Muhammad Jawwad Mon, 06/06/2022 - 15:28 Permalink