COVID-19 Pandemic: A review of economic package of India using Sentiment and Emotional Analysis

Sarla Bharadwaj, Piyush Bharadwaj
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Abstract

COVID-19 global pandemic has created an unprecedented crisis and the entire global community passing through turbulent times. With the number of coronavirus (COVID-19) cases growing exponentially, the entire world has come to a standstill. This Covid-19 global pandemic has created stressful unsettling circumstances for the whole world. It has completely disrupted the normal socio economic activities. Most of the countries have enforced a complete lockdown and taking several pro-active measures and necessary precautions to ensure health and safety of its citizens. There is a huge loss in business sector leading to another recession around the world. Every country is coming out with a plan to save their economy. India is the fifth largest economy in the world and to save their economy, the Indian government has announced an economic package of Rs. 20 lac crore for its economic revival. People have flooded their social media accounts with their opinion on this economic package. In this paper, 1.8 lac tweets are extracted and analysed from different states and UT’s of India. The findings show that more than 50% of people are positive about the economic package. Around 50,000 people are neutral about the economic package and around 30,000 people are negative regarding the economic package. The paper also analysis state-wise tweets and concludes that all states have a majority of positive tweets for the economic package. The study also analysis that north west India has most positive tweets and neutral tweets and north India has most negative tweets.
COVID-19大流行:用情绪和情绪分析对印度经济一揽子计划的回顾
新冠肺炎全球大流行带来了前所未有的危机,整个国际社会正处于动荡之中。随着新冠肺炎病例呈指数级增长,整个世界陷入了停滞。新冠肺炎全球大流行给全世界造成了紧张不安的局面。它完全扰乱了正常的社会经济活动。大多数国家都实施了全面封锁,并采取了一些积极措施和必要的预防措施,以确保其公民的健康和安全。商业部门的巨大损失导致了世界范围内的另一次经济衰退。每个国家都出台了拯救经济的计划。印度是世界第五大经济体,为了挽救经济,印度政府宣布了一项2000亿卢比的经济一揽子计划,以振兴经济。人们纷纷在社交媒体上表达对这一经济方案的看法。本文提取并分析了来自印度不同邦和UT的180万条推文。调查结果显示,超过50%的人对经济方案持积极态度。5万名左右的人对经济对策持中立态度,3万名左右的人持否定态度。该论文还分析了各州的推文,并得出结论,所有州都对经济一揽子计划有大多数积极的推文。该研究还分析说,印度西北部有最多的正面推文和中性推文,而印度北部有最多的负面推文。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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