Full connectivity to Big Data and third-party data sources.
由于伯克和克劳特的工作说明,大数据源无法消除需要问人的问题。
As the work of Burke and Kraut illustrates, big data sources will not eliminate the need to ask people questions.
大数据源无处不在,但将它们用于社会研究可能会非常棘手。
Big data sources are everywhere, but using them for social research can be tricky.
在结束之前,我认为值得考虑的是大数据源可能对数据和理论之间的关系产生重要影响。
Before concluding, I think that it is worth considering that big data sources may have an important effect on the relationship between data and theory.
这些特征中的许多特征最终都是因为大数据源不是为了社会研究而创建的。
Many of these characteristics ultimately arise because big data sources were not created for the purpose of social research.
数据连接器使您能够整合大数据源,如CRM、电子商务平台或销售点系统。
Data connectors enable you to integrate big data sources, such as CRM, e-commerce platforms or point of sale systems.
最后,大数据源可以帮助研究人员在不进行实验的情况下进行因果估计。
Finally, big data sources can help researchers make causal estimates without running experiments.
大数据源的潜力在于及时、甚至实时提供通常是以最低成本生成的大量数据。
The potential of big data sources resides in the timely-- and sometimes realtime-- availability of large amounts of data, which are usually generated at minimal cost.
有关加强获取大数据源的途径和与私营部门的伙伴关系的提议;.
Proposals for enhancing access to big data sources and partnerships with the private sector.
然后,在2.3节中,我描述了大数据源的十个共同特征。
Then, in Section 2.3, I describe ten common characteristics of big data sources.
最后,您应该注意到这些示例如何澄清调查和大数据源是补充而非替代。
Finally, you should notice how these examples clarify that surveys and big data sources are complements and not substitutes.
然后,在2.3节中,我描述了大数据源的十个共同特征。
In the next section,I will describe ten common characteristics of big data sources.
该公司提供运营智能软件,可监控、报告和分析实时机器数据,包括日志和大数据源,以提供运营智能。
The company provides operational intelligence software that monitors, reports, and analyzes real-time machine data,including logs and Big Data sources, for operational intelligence.
大多数社会科学家已经熟悉清理大规模社会调查数据的过程,但清理大数据源似乎更加困难。
Most social scientists are already familiar with the process of cleaning large-scale social survey data,but cleaning big data sources seems to be more difficult.
最后,我将介绍两种将调查数据和大数据源结合起来的策略。
Finally, I will describe two strategies for combining survey data and big data sources.
他指出,汽车就是一个物联网节点和大数据源。
He pointed out that the automobile is an Internet of things node and a big data source.
将调查链接到大数据源使您可以生成单独使用任一数据源无法进行的估算。
Linking surveys to big data sources enables you to produce estimates that would be impossible with either data source individually.
例如,研究人员对大数据源的非代表性表示担忧,请参阅boydandCrawford(2012),K.
For examples of researchers expressing concern about non-representative nature of big data sources, see boyd and Crawford(2012), K.
实际上,使用大数据源的人都知道他们经常很脏。
In fact, people who have worked with big data sources know that they are frequently dirty.
Rosenbaum(2015) and Hernán and Robins(2016)offer other advice for discovering useful comparisons within big data sources.
统计界已开始认真探讨官方统计使用大数据源所带来的机会。
The statistical community hasstarted to explore in earnest the opportunities offered by big data sources for application in official statistics.
会议最后有几场专门讨论了大数据源的常见好处和挑战、引入创新的途径以及对大数据进行业务论证的方式。
The final sessions of the Conference were devoted to discussing common benefits andchallenges of big data sources, the means of introducing innovation and how to make the business case for big data..
图3.12:两种结合大数据源和调查数据的方法。
Figure 3.12: Two ways to combine big data sources and survey data.
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