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Use of Geotagged Social Media in Urban Settings: Empirical Evidence on Its Potential from Twitter

机译:带有地理标记的社交媒体在城市环境中的使用:来自Twitter的潜力的经验证据

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摘要

Social media can be valuable in transportation research, as data collected contain information for mobility patterns and behavioural characteristics that could not be previously obtained. This paper introduces a methodology for the collection and analysis of data from Social Media, for transportation-related uses, first in a generic methodological framework and then particularly for Twitter. The data collection methodology is applied using Twitter and some initial descriptive statistics are presented concerning the characteristics of users and their posts. Results from spatial analysis is presented, conducted using data from the geotagged service of Twitter. The results of the analysis present trends on the use of Twitter for leisure activities and a correlation between high income areas and number of tweets posted. Finally, the potential of using data from Social Media is discussed with the issues that arise.
机译:社交媒体在交通运输研究中可能会很有价值,因为收集的数据包含以前无法获得的有关出行方式和行为特征的信息。本文首先介绍了一种用于从社交媒体收集和分析数据,以及与交通有关的用途的方法,首先是在通用方法框架内,然后是Twitter。使用Twitter来应用数据收集方法,并提供一些有关用户及其帖子的特征的初始描述性统计数据。呈现了空间分析的结果,该结果是使用Twitter地理标记服务的数据进行的。分析结果显示了将Twitter用于休闲活动的趋势以及高收入地区和发布的推文之间的相关性。最后,针对出现的问题讨论了使用社交媒体数据的潜力。

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