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Using the Panama Papers to explore the financial networks of the Middle East

机译:使用巴拿马文件探索中东的金融网络

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In what has been described as the WikiLeaks of the financial world, the release of millions of documents (known as the “Panama Papers”) have placed at the center of global media attention the elaborate ways used by some of the elite to hide their financial assets leading to serious allegation of financial corruption. In this work, we explore the information contained in these documents using social network analytics. Due to the large size of the network constructed from the Panama Papers, we limit our attention to a specific region, which is the Middle East. The analysis reveals that while the constructed network enjoys some typical characteristics, there are many interesting observations and properties worth discussing. Specifically, using the extracted network consisting of 37,442 nodes and 79,544 edges, our social network analysis finding show that, perhaps surprisingly, the nodes or the social network are not necessarily directly correlation with perceived financial influence.
机译:在被称为金融世界的WikiLeaks中,数百万份文档的发布(称为“巴拿马文件”)已成为全球媒体关注的焦点,一些精英采用了精心制作的方法来隐藏其财务信息。导致严重指控金融腐败的资产。在这项工作中,我们使用社交网络分析来探索这些文档中包含的信息。由于巴拿马文件所建立的网络规模庞大,我们将注意力集中在特定的地区,即中东。分析表明,虽然构建的网络具有一些典型特征,但仍有许多有趣的观察和性质值得讨论。具体来说,使用包含37,442个节点和79,544个边缘的提取网络,我们的社交网络分析发现表明,也许令人惊讶的是,这些节点或社交网络不一定与感知的财务影响直接相关。

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