Big Data as a Source for Official Statistics
Big Data as a Source for Official Statistics
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DOI：
10.1515/jos-2015-0016
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发表时间：
2015-06-01
影响因子：
1.1
通讯作者：
van den Hurk, Paul A. M.
中科院分区：
文献类型：
--
作者：
Daas, Piet J. H.;Puts, Marco J.;van den Hurk, Paul A. M.
我们周围越来越多的电子设备以及互联网产生了越来越多的数据。大量的数据以及它们产生的高频性导致了“大数据”这一术语的出现。由于这些数据反映了我们日常生活的许多不同方面，并且由于其丰富性和可用性，从官方统计的角度来看，大数据源非常有趣。本文讨论了与大数据应用相关的官方统计所面临的机遇和挑战的探索。描述了对大量荷兰交通环形检测记录和荷兰社交媒体消息进行分析所获得的经验，以说明大数据统计分析和使用的典型主题。
More and more data are being produced by an increasing number of electronic devices physically surrounding us and on the internet. The large amount of data and the high frequency at which they are produced have resulted in the introduction of the term 'Big Data'. Because these data reflect many different aspects of our daily lives and because of their abundance and availability, Big Data sources are very interesting from an official statistics point of view. This article discusses the exploration of both opportunities and challenges for official statistics associated with the application of Big Data. Experiences gained with analyses of large amounts of Dutch traffic loop detection records and Dutch social media messages are described to illustrate the topics characteristic of the statistical analysis and use of Big Data.