Pilař Ladislav, Pilařová Lucie, Chalupová Martina, Kvasničková Stanislavská Lucie, Pitrová Jana
Department of Management, Faculty of Economics and Management, Czech University of Life Sciences Prague, 165 21 Prague, Czech Republic.
Foods. 2022 Sep 11;11(18):2798. doi: 10.3390/foods11182798.
Many people now consider social networking to be an indispensable tool. There are now over 4.6 billion social media users, who leave a digital footprint through their online interactions. These big data provide enormous research potential for identifying the social and cultural aspects of the monitored topic. Moreover, the use of social media platforms has been found to have an impact on eating habits. The analysis of these social networks is thus essential to understand the factors that influence eating habits. To this aim, we identified the main topics associated with food bloggers on Twitter using the Social Media Analysis based on the Hashtag Research Framework of 686,450 Tweets captured from 171,243 unique users from 1 January 2017 to 30 May 2022. Based on the analysis of communication on Twitter, the most communicated hashtags in the food blogger sphere were as follows: #yummy, #healthy, #homemade, and #vegan. From the point of view of communities, three major clusters were identified, including (1) healthy lifestyle, (2) home-made food, and (3) fast food, and two minor clusters were identified, namely, (4) breakfast and brunch and (5) food traveling.
现在很多人认为社交网络是一种不可或缺的工具。目前社交媒体用户超过46亿,他们通过在线互动留下数字足迹。这些大数据为识别被监测主题的社会和文化方面提供了巨大的研究潜力。此外,人们发现使用社交媒体平台会对饮食习惯产生影响。因此,分析这些社交网络对于理解影响饮食习惯的因素至关重要。为了实现这一目标,我们使用基于主题标签研究框架的社交媒体分析方法,从2017年1月1日至2022年5月30日,从171,243名独特用户中捕获了686,450条推文,确定了推特上与美食博主相关的主要主题。基于对推特上交流内容的分析,美食博主领域中传播最多的主题标签如下:#美味、#健康、#自制、#纯素食。从社区的角度来看,确定了三个主要类别,包括(1)健康生活方式、(2)自制食品和(3)快餐,还确定了两个次要类别,即(4)早餐和早午餐以及(5)美食之旅。