Global S&T Development Trend Analysis Platform of Resources and Environment
DOI | 10.1016/j.landurbplan.2019.04.024 |
Twitter sentiment in New York City parks as measure of well-being | |
Plunz, Richard A.1; Zhou, Yijia1; Vintimilla, Maria Isabel Carrasco2; Mckeown, Kathleen3; Yu, Tao4; Uguccioni, Laura1; Sutto, Maria Paola1 | |
2019-09-01 | |
发表期刊 | LANDSCAPE AND URBAN PLANNING
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ISSN | 0169-2046 |
EISSN | 1872-6062 |
出版年 | 2019 |
卷号 | 189页码:235-246 |
文章类型 | Article |
语种 | 英语 |
国家 | USA |
英文摘要 | While there is an extensive literature regarding the benefits of natural environments within urban settings, there is relatively little statistical research on the correlation of well-being with urban green space. This research uses social media to develop a methodology for understanding the varying levels of feelings in urban green space. Using a geolocated Twitter database, this research correlates quantified sentiment levels inside parks in New York City. It addresses the following: are people more positive when they are in parks as compared to when they are in other places? Specifically, among Twitter users in New York City do people who visit parks have more positive Twitter-sentiment expression compared to their sentiment in other places? Our results show that sentiment expressed in tweets varies between areas inside and outside of parks. We find that in Manhattan in-park tweets express less positive sentiment as compared to tweets outside of parks, but park visitors in the other boroughs of New York City generate more positive in-park tweets as compared to those outside of parks. We discuss the use of tweets as an indicator of the public expressed sentiment and derive suggestions for further research. |
领域 | 资源环境 |
收录类别 | SCI-E ; SSCI |
WOS记录号 | WOS:000474330500022 |
WOS关键词 | GREEN SPACE ; URBAN ; HEALTH ; STRESS ; ENVIRONMENTS ; LIFE |
WOS类目 | Ecology ; Environmental Studies ; Geography ; Geography, Physical ; Regional & Urban Planning ; Urban Studies |
WOS研究方向 | Environmental Sciences & Ecology ; Geography ; Physical Geography ; Public Administration ; Urban Studies |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://119.78.100.173/C666/handle/2XK7JSWQ/186823 |
专题 | 资源环境科学 |
作者单位 | 1.Columbia Univ, Earth Inst, Urban Design Lab, New York, NY 10027 USA; 2.475 Riverside Dr,Suite 520 E, New York, NY 10115 USA; 3.Columbia Univ, Data Sci Inst, New York, NY 10027 USA; 4.Yale Univ, Dept Comp Sci, New Haven, CT 06520 USA |
推荐引用方式 GB/T 7714 | Plunz, Richard A.,Zhou, Yijia,Vintimilla, Maria Isabel Carrasco,et al. Twitter sentiment in New York City parks as measure of well-being[J]. LANDSCAPE AND URBAN PLANNING,2019,189:235-246. |
APA | Plunz, Richard A..,Zhou, Yijia.,Vintimilla, Maria Isabel Carrasco.,Mckeown, Kathleen.,Yu, Tao.,...&Sutto, Maria Paola.(2019).Twitter sentiment in New York City parks as measure of well-being.LANDSCAPE AND URBAN PLANNING,189,235-246. |
MLA | Plunz, Richard A.,et al."Twitter sentiment in New York City parks as measure of well-being".LANDSCAPE AND URBAN PLANNING 189(2019):235-246. |
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