Analysis of the potential impact of omicron crises using NLTK (natural language toolkit)

N Jiwani, K Gupta, P Whig - Proceedings of Third Doctoral Symposium on …, 2022 - Springer
Proceedings of Third Doctoral Symposium on Computational Intelligence: DoSCI 2022, 2022Springer
It has been evident that there are several mutations in the Omicron virus in this variation,
some of which are very serious. In contrast to another virus, initial investigation appears to
suggest that variation has a sophisticated threat of reinfection. In all of South Africa's outlying
areas, the number of occurrences with this variation seems to grow. The Omicron Rising was
compiled with the use of the Twitter API, tweeps, and the Python module. The Database will
be updated regularly, and the same is used to speed on the latest developments in the …
Abstract
It has been evident that there are several mutations in the Omicron virus in this variation, some of which are very serious. In contrast to another virus, initial investigation appears to suggest that variation has a sophisticated threat of reinfection. In all of South Africa’s outlying areas, the number of occurrences with this variation seems to grow. The Omicron Rising was compiled with the use of the Twitter API, tweeps, and the Python module. The Database will be updated regularly, and the same is used to speed on the latest developments in the COVID-19 virus. Furthermore, it has been observed that many statements classified as favorable by some techniques are sarcastic regarding new Omicron instances discovered throughout the world. Regardless of whether they use ‘positive’ language, their real meaning is negative. India appears to be the country with more tweets among those who have indicated a country. Of course, the study of the nation is skewed toward people from that country. Still, it seems natural that India has the most tweets since six instances of the Omicron variety were recently discovered in India. The tweets from India might result from concern over a potential Omicron disaster, identical to what transpired with the Delta Mutation in India in recent months. In this research study, quite exciting results are found, which will be very useful for identifying the user’s sentiment about the new variant.
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