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arXiv 1608.04843stat.OTcs.SIphysics.soc-ph
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扎根:社区依恋的图形化探索

Putting Down Roots: A Graphical Exploration of Community Attachment

Andee Kaplan, Eric Hare

摘要:

在本文中,我们探讨了个人与社区的关系。这项工作是由图形科和计算科赞助的ASA数据博览会'13的一部分,使用由骑士基金会社区灵魂调查提供的数据。奈特基金会与盖洛普合作,在三年内对美国26个社区的43 000人进行了调查,目的是了解社区属性与人们对其社区的依恋程度之间的联系。这些因素包括城市和农村社区的不同方面、优质教育的影响,以及一个社区在一段时间内所感受到的经济状况的趋势。我们工作的目标是通过使用交互式和基于网络的可视化来促进人们对社区依恋的理解。我们将解释基于Web的交互式图形的开发和使用,包括R包Shiny和JavaScript库D3的概述,重点是在生成可视化和如何创建它们的技术方面所做的选择。然后,我们描述了从我们的分析中展现出来的关于社区依恋的故事。

英文摘要:

In this paper, we explore the relationships that individuals have with their communities. This work was prepared as part of the ASA Data Expo '13 sponsored by the Graphics Section and the Computing Section, using data provided by the Knight Foundation Soul of the Community survey. The Knight Foundation in cooperation with Gallup surveyed 43,000 people over three years in 26 communities across the United States with the intention of understanding the association between community attributes and the degree of attachment people feel towards their community. These include the different facets of both urban and rural communities, the impact of quality education, and the trend in the perceived economic conditions of a community over time. The goal of our work is to facilitate understanding of why people feel attachment to their communities through the use of an interactive and web-based visualization. We will explain the development and use of web-based interactive graphics, including an overview of the R package Shiny and the JavaScript library D3, focusing on the choices made in producing the visualizations and technical aspects of how they were created. Then we describe the stories about community attachment that unfolded from our analysis.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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