论文标题
印度社交媒体影响者的数据库在Twitter上
Database of Indian Social Media Influencers on Twitter
论文作者
论文摘要
高度网络个体的数据库在研究叙事和对社交媒体的影响方面是必不可少的。为了支持印度Twitter上的研究,我们提出了一个系统地分类的印度影响力帐户数据库,该数据库通过手动验证的朋友,网络和自我描述的个人资料信息通过迭代过程进行了识别和注释。我们基于基于在各个领域的现实世界中享誉现实的帐户的朋友网络建立了一套初始帐户,然后多次滚雪球的“朋友之友”,并根据群体内连接的数量和整体追随者对个人进行排序。然后,我们在娱乐,体育,商业,政府,机构,新闻业,民间社会帐户的类别下手动分类确定了账户,这些帐户在社交媒体之外具有独立地位,以及“数字第一”类别,指的是从在线活动中获得主要影响的帐户。总体而言,我们在所有类别中注释了11580个独特的帐户。该数据库有用,研究了与影响者在两极分化,错误信息,极端言论,政治话语等方面的作用相关的各种问题。
Databases of highly networked individuals have been indispensable in studying narratives and influence on social media. To support studies on Twitter in India, we present a systematically categorised database of accounts of influence on Twitter in India, identified and annotated through an iterative process of friends, networks, and self-described profile information, verified manually. We built an initial set of accounts based on the friend network of a seed set of accounts based on real-world renown in various fields, and then snowballed "friends of friends" multiple times, and rank ordered individuals based on the number of in-group connections, and overall followers. We then manually classified identified accounts under the categories of entertainment, sports, business, government, institutions, journalism, civil society accounts that have independent standing outside of social media, as well as a category of "digital first" referring to accounts that derive their primary influence from online activity. Overall, we annotated 11580 unique accounts across all categories. The database is useful studying various questions related to the role of influencers in polarisation, misinformation, extreme speech, political discourse etc.