In 2009, when the effects of the economic crisis were fully felt, countries around the world experienced negative impacts, starting from the USA, where the crisis began, through Europe to Asia. Economic cycles, fluctuations, and crises are a common part of the financial market, for example, the crisis in 1929 and the crisis in 2000. The recovery of the economy is a key factor in this process. Due to the increasingly powerful process of globalization and the growth of the interconnectedness of individual economies to each other, not to mention an increasing pressure on the formation of integration clusters, the creation and emergence of new financial crises with supranational and transnational character are highly likely in the future. It is possible that a one-day crisis reaches and expands with global reach, but it is important for us to be prepared through effective tools. In this article, we will be dealing with financial indicators within the European Union that define and create the capital market. Based on cluster analysis, we create groups of countries that are similar to each other. We determine which countries are the leaders and which, on the contrary, lag behind the rest of Europe.

中文翻译：

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使用金融数据聚类方法进行欧洲资本市场的金融一体化

2009年，当经济危机的影响充分显现时，世界各国都受到了负面影响，从危机爆发的美国开始，到欧洲到亚洲。经济周期、波动和危机是金融市场的共同组成部分，例如1929年的危机和2000年的危机。经济的复苏是这个过程中的关键因素。由于全球化进程的日益强大和各个经济体之间相互联系的增长，更不用说形成一体化集群的压力越来越大，极有可能产生和出现具有超国家和跨国性质的新金融危机。将来。一天的危机有可能达到并扩大到全球范围，但重要的是我们要通过有效的工具做好准备。在本文中，我们将处理欧盟内部定义和创建资本市场的金融指标。基于聚类分析，我们创建了一组彼此相似的国家。我们确定哪些国家是领导者，而哪些国家则落后于欧洲其他国家。