Big Data as a Source for Official Statistics

被引:51
|
作者
Daas, Piet J. H. [1 ]
Puts, Marco J. [1 ]
Buelens, Bart [1 ]
van den Hurk, Paul A. M. [1 ]
机构
[1] Stat Netherlands, Div Proc Dev IT & Methodol, NL-6401 CZ Heerlen, Netherlands
关键词
Large data sets; traffic data; social media;
D O I
10.1515/JOS-2015-0016
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
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.
引用
收藏
页码:249 / 262
页数:14
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