What Indian working class is saying about the COVID-19 pandemic: concerns and reactions
Autor(a) principal: | |
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Data de Publicação: | 2021 |
Outros Autores: | , , , |
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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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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1797220493585022976 |