Consumer Perceptions and Evaluations of Tea during the COVID-19 Endemic Era: Focusing on social big data analysis

Bae-young Choi
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Abstract

This thesis analyzed consumers' perceptions and evaluations of tea in the COVID-19 endemic era using social big data from Sometrend. The purpose of this study was to provide basic data for the development of the tea industry. For this purpose, we selected eight teas (green tea, black tea, puer tea, kombucha, barley tea, pea tea, citron tea, and ginger tea) with more than 30,000 social media posts from consumers from July 13, 2022 to July 12, 2023 from social big data. Next, we collected and analyzed 30 relevant words of consumer perception of each tea and 30 emotional words of consumer evaluation of each tea through social big data. The main results are as follows. First, the associative words consumers mentioned with each tea in their social media posts were categorized into well-being, situation, and food. Second, the sentiment words consumers used to rate each tea in their social media posts were categorized into positive, neutral, and negative. In conclusion, for consumers during the COVID-19 endemic era, tea has been emphasized for its functionality to promote physical health, its healing properties for psychological stability, and its palatability for good taste.
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新冠疫情时代消费者对茶叶的认知与评价——以社会大数据分析为核心
本文利用Sometrend的社交大数据,分析了新冠疫情时代消费者对茶叶的认知和评价。本研究的目的是为茶产业的发展提供基础数据。为此,我们从社交大数据中选取了8种茶(绿茶、红茶、普洱茶、康普茶、大麦茶、豌豆茶、香橼茶、姜茶),从2022年7月13日至2023年7月12日的消费者社交媒体帖子中选取了3万多条。接下来,我们通过社交大数据收集并分析了消费者对每种茶的30个相关感知词和消费者对每种茶评价的30个情感词。主要结果如下:首先,消费者在社交媒体帖子中提到的每种茶的联想词被分类为幸福、情境和食物。其次,消费者在社交媒体帖子中用来评价每种茶的情绪词被分为正面、中性和负面。综上所述,对于新冠肺炎流行时期的消费者来说,茶被强调的是其促进身体健康的功能、心理稳定的治疗特性和美味的味道。
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