The Potential of Applying Social Network Analysis to Evaluate Cross-Regional Online Interaction among Russian Youth

Sofia K. Kalashnikova, A.D. Puzanova
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Abstract

In a relatively short period of time, social networks have become a unique source of personal data, providing information about the interests, values, and environments of billions of real people. The purpose of this paper is to determine the potential of applying social network analysis techniques to assess the online interactions of Russian youth in the context of regional differences. In the empirical part of the study, we focused on the largest regional groups (284 communities) in the social network VKontakte, where users discuss socio-political topics. The sample size consisted of 4,020,268 people aged 14 to 35 across Russia. Our analysis allowed assessing the proximity of groups to each other within specific regions or federal districts. Additionally, we determined the density (connectedness) of communities for each region. As a result, we demonstrated the potential of network analysis in exploring the connections between subscribers to online communities and the nature of association among these communities across federal districts. We identified some disconnected objects from the overall network of interaction, which could be explained by regional specificities or differences in community topics.
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应用社会网络分析评估俄罗斯青年跨区域在线互动的潜力
在相对较短的时间内,社交网络已经成为个人数据的独特来源,提供了数十亿真实人群的兴趣、价值观和环境信息。本文的目的是确定应用社会网络分析技术在地区差异背景下评估俄罗斯青年在线互动的潜力。在研究的实证部分,我们关注社交网络VKontakte中最大的区域群体(284个社区),用户在这些群体中讨论社会政治话题。样本量包括4020268名年龄在14岁至35岁之间的俄罗斯人。我们的分析允许评估特定地区或联邦区内群体之间的接近程度。此外,我们还确定了每个地区的社区密度(连通性)。因此,我们展示了网络分析在探索在线社区用户之间的联系以及联邦区这些社区之间联系的本质方面的潜力。我们从整个互动网络中发现了一些不相关的对象,这可以用区域特异性或社区主题的差异来解释。
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