What Indian working class is saying about the COVID-19 pandemic: concerns and reactions

Detalhes bibliográficos
Autor(a) principal: Priya, Samant Shant
Data de Publicação: 2021
Outros Autores: Dixit, Sushil Kumar, Kabiraj, Sajal, Priya, Meenu Shant, Singh, Ashirwad Kumar
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Independent Journal of Management & Production
Texto Completo: http://www.ijmp.jor.br/index.php/ijmp/article/view/1460
Resumo: This is an exploratory research highlighting the concerns and reactions of Indian working-class people towards the COVID-19. It was observed that most of the Indian working-class people were seriously concerned about the pandemic and responded well to the measures suggested by the Governments and other agencies in a big way. Most of the respondents believed the pandemic will be effectively controlled across the globe within one year. Word cloud and other data visualization techniques were used to analyze the reactions of the Indian working class towards the Central and State government’s initiatives to contain COVID-19. In the word cloud of the top 150 popular words for both central and state governments Lockdown, People and Government have taken the central stage. The word streaming analysis suggests the intense relationship among the most frequent words in the dataset. For the central government, it was social distancing and for state government, it was social distancing and relationship between central and state governments. The sentiment analysis for both central and state government was neutral, mostly. The researchers are of the view that the research will provide a deeper insight into human perception and behavior towards the measures initiated by the Central and State Governments in any similar difficult situations. Further the concerns identified may be taken into consideration by the Government while designing the policy measures and other interventions by the Government.
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spelling What Indian working class is saying about the COVID-19 pandemic: concerns and reactionsSentimentword cloudtext miningsentiment analysisCOVID-19This is an exploratory research highlighting the concerns and reactions of Indian working-class people towards the COVID-19. It was observed that most of the Indian working-class people were seriously concerned about the pandemic and responded well to the measures suggested by the Governments and other agencies in a big way. Most of the respondents believed the pandemic will be effectively controlled across the globe within one year. Word cloud and other data visualization techniques were used to analyze the reactions of the Indian working class towards the Central and State government’s initiatives to contain COVID-19. In the word cloud of the top 150 popular words for both central and state governments Lockdown, People and Government have taken the central stage. The word streaming analysis suggests the intense relationship among the most frequent words in the dataset. For the central government, it was social distancing and for state government, it was social distancing and relationship between central and state governments. The sentiment analysis for both central and state government was neutral, mostly. The researchers are of the view that the research will provide a deeper insight into human perception and behavior towards the measures initiated by the Central and State Governments in any similar difficult situations. Further the concerns identified may be taken into consideration by the Government while designing the policy measures and other interventions by the Government.Independent2021-10-01info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdftext/htmlhttp://www.ijmp.jor.br/index.php/ijmp/article/view/146010.14807/ijmp.v12i7.1460Independent Journal of Management & Production; Vol. 12 No. 7 (2021): Independent Journal of Management & Production; 1720-17382236-269X2236-269Xreponame:Independent Journal of Management & Productioninstname:Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)instacron:IJM&Penghttp://www.ijmp.jor.br/index.php/ijmp/article/view/1460/1873http://www.ijmp.jor.br/index.php/ijmp/article/view/1460/1874Copyright (c) 2021 Samant Shant Priya, Sushil Kumar Dixit, Sajal Kabiraj, Ashirwad Kumar Singh, Meenu Shant Priyahttp://creativecommons.org/licenses/by-nc-sa/4.0info:eu-repo/semantics/openAccessPriya, Samant ShantDixit, Sushil KumarKabiraj, SajalPriya, Meenu ShantSingh, Ashirwad Kumar2021-12-02T01:56:05Zoai:www.ijmp.jor.br:article/1460Revistahttp://www.ijmp.jor.br/PUBhttp://www.ijmp.jor.br/index.php/ijmp/oaiijmp@ijmp.jor.br||paulo@paulorodrigues.pro.br||2236-269X2236-269Xopendoar:2021-12-02T01:56:05Independent Journal of Management & Production - Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)false
dc.title.none.fl_str_mv What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
title What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
spellingShingle What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
Priya, Samant Shant
Sentiment
word cloud
text mining
sentiment analysis
COVID-19
title_short What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
title_full What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
title_fullStr What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
title_full_unstemmed What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
title_sort What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
author Priya, Samant Shant
author_facet Priya, Samant Shant
Dixit, Sushil Kumar
Kabiraj, Sajal
Priya, Meenu Shant
Singh, Ashirwad Kumar
author_role author
author2 Dixit, Sushil Kumar
Kabiraj, Sajal
Priya, Meenu Shant
Singh, Ashirwad Kumar
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Priya, Samant Shant
Dixit, Sushil Kumar
Kabiraj, Sajal
Priya, Meenu Shant
Singh, Ashirwad Kumar
dc.subject.por.fl_str_mv Sentiment
word cloud
text mining
sentiment analysis
COVID-19
topic Sentiment
word cloud
text mining
sentiment analysis
COVID-19
description This is an exploratory research highlighting the concerns and reactions of Indian working-class people towards the COVID-19. It was observed that most of the Indian working-class people were seriously concerned about the pandemic and responded well to the measures suggested by the Governments and other agencies in a big way. Most of the respondents believed the pandemic will be effectively controlled across the globe within one year. Word cloud and other data visualization techniques were used to analyze the reactions of the Indian working class towards the Central and State government’s initiatives to contain COVID-19. In the word cloud of the top 150 popular words for both central and state governments Lockdown, People and Government have taken the central stage. The word streaming analysis suggests the intense relationship among the most frequent words in the dataset. For the central government, it was social distancing and for state government, it was social distancing and relationship between central and state governments. The sentiment analysis for both central and state government was neutral, mostly. The researchers are of the view that the research will provide a deeper insight into human perception and behavior towards the measures initiated by the Central and State Governments in any similar difficult situations. Further the concerns identified may be taken into consideration by the Government while designing the policy measures and other interventions by the Government.
publishDate 2021
dc.date.none.fl_str_mv 2021-10-01
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://www.ijmp.jor.br/index.php/ijmp/article/view/1460
10.14807/ijmp.v12i7.1460
url http://www.ijmp.jor.br/index.php/ijmp/article/view/1460
identifier_str_mv 10.14807/ijmp.v12i7.1460
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv http://www.ijmp.jor.br/index.php/ijmp/article/view/1460/1873
http://www.ijmp.jor.br/index.php/ijmp/article/view/1460/1874
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-sa/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
text/html
dc.publisher.none.fl_str_mv Independent
publisher.none.fl_str_mv Independent
dc.source.none.fl_str_mv Independent Journal of Management & Production; Vol. 12 No. 7 (2021): Independent Journal of Management & Production; 1720-1738
2236-269X
2236-269X
reponame:Independent Journal of Management & Production
instname:Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)
instacron:IJM&P
instname_str Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)
instacron_str IJM&P
institution IJM&P
reponame_str Independent Journal of Management & Production
collection Independent Journal of Management & Production
repository.name.fl_str_mv Independent Journal of Management & Production - Instituto Federal de Educação, Ciência e Tecnologia de São Paulo (IFSP)
repository.mail.fl_str_mv ijmp@ijmp.jor.br||paulo@paulorodrigues.pro.br||
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