The effects of COVID-19 in global warming through the application of data science

Rafia, Tasnim and Mahmood Hasan, Tanveer and Hassan, Raini (2022) The effects of COVID-19 in global warming through the application of data science. In: International Final Year Project Competition and Exhibition (ICPEX) 2022, 21st - 31st October 2022, Virtual.

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Abstract

Global warming and Covid-19, the two trending affairs, seem to be associated with each other. The research aims to look for climate change’s fundamental factors which are being affected by the Covid-19 pandemic, to prepare an overview with a prediction of future temperature conditions alongside, being inspired by Sustainable Development Goals 7 and 13. The entire study is going to be accomplished using Python and Machine Learning model (for data analysis & prediction), as well as Microsoft Excel (for creating a dashboard overview). The findings show that some factors emphatically getting influenced by this pandemic resulting in a positive impact on global warming. The study motivates research on other significant factors of climate change in the near future in order to find an effective way for climate change reduction.

Item Type:	Conference or Workshop Item (Other)
Uncontrolled Keywords:	Covid-19, Global Warming, Climate Change, Sustainable Development Goals, Affordable and clean energy, Climate Action, FB prophet model, Microsoft Excel
Subjects:	Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Kulliyyahs/Centres/Divisions/Institutes (Can select more than one option. Press CONTROL button):	Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology Kulliyyah of Information and Communication Technology > Department of Computer Science Kulliyyah of Information and Communication Technology > Department of Computer Science
Depositing User:	Dr. Raini Hassan
Date Deposited:	07 Sep 2023 11:27
Last Modified:	07 Sep 2023 11:27
URI:	http://irep.iium.edu.my/id/eprint/106377

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