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引用次数: 0
摘要
尽管兴趣点数据是许多应用领域研究的重要投入,但全球可用、可公开访问且质量上乘的兴趣点数据却非常稀少。来自 Overture 地图基金会的新数据为这一领域提供了巨大的潜力,但访问这些数据所依赖的计算资源超出了普通研究人员的技能和能力范围。在本文中,我们以完全可查询的格式提供了经过处理的英国 Overture 地点(POI)数据集版本,并提供了用于探索数据和生成其他国家子集的配套代码。在文章中,我们介绍了这一新的开放数据产品的构造和特点,然后通过与 Geolytix 超市数据的直接比较,评估了其质量是否符合 ISO 标准。该数据集可支持各种不同主题领域的新的重要研究项目,并通过与零售业以外的其他成熟数据集进行验证,促进研究人员网络进一步评估其优势和局限性。
Overture Point of Interest data for the United Kingdom: A comprehensive, queryable open data product, validated against Geolytix supermarket data
Point of Interest data that is globally available, open access and of good quality is sparse, despite being important inputs for research in a number of application areas. New data from the Overture Maps Foundation offers significant potential in this arena, but accessing the data relies on computational resources beyond the skillset and capacity of the average researcher. In this article, we provide a processed version of the Overture places (POI) dataset for the UK, in a fully queryable format, and provide accompanying code through which to explore the data, and generate other national subsets. In the article, we describe the construction and characteristics of this new open data product, before evaluating its quality in relation to ISO standards, through direct comparison with Geolytix supermarket data. This dataset can support new and important research projects in a variety of different thematic areas, and foster a network of researchers to further evaluate its advantages and limitations, through validation against other well-established datasets from domains external to retail.