Misery loves company: happiness and communication in the city

被引:9
作者
Alshamsi, Aamena [1 ]
Awad, Edmond [1 ]
Almehrezi, Maryam [1 ]
Babushkin, Vahan [1 ]
Chang, Pai-Ju [1 ]
Shoroye, Zakariyah [1 ]
Toth, Attila-Peter [1 ]
Rahwan, Iyad [1 ,2 ]
机构
[1] Masdar Inst Sci & Technol, Abu Dhabi, U Arab Emirates
[2] MIT, Cambridge, MA 02139 USA
关键词
social media; sentiment; happiness; cities; homophily; SPILLOVERS; INNOVATION; NETWORKS;
D O I
10.1140/epjds/s13688-015-0044-2
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The high population density in cities confers many advantages, including improved social interaction and information exchange. However, it is often argued that urban living comes at the expense of reducing happiness. The goal of this research is to shed light on the relationship between urban communication and urban happiness. We analyze geo-located social media posts (tweets) within a major urban center (Milan) to produce a detailed spatial map of urban sentiments. We combine this data with high-resolution mobile communication intensity data among different urban areas. Our results reveal that happy (respectively unhappy) areas preferentially communicate with other areas of their type. This observation constitutes evidence of homophilous communities at the scale of an entire city (Milan), and has implications on interventions that aim to improve urban well-being.
引用
收藏
页码:1 / 12
页数:12
相关论文
共 36 条
[1]   Wireless sensor networks: a survey [J].
Akyildiz, IF ;
Su, W ;
Sankarasubramaniam, Y ;
Cayirci, E .
COMPUTER NETWORKS, 2002, 38 (04) :393-422
[2]  
[Anonymous], 2012, WORLD URBANIZATION P
[3]  
[Anonymous], 1996, Technical report
[4]  
[Anonymous], 2010, P 23 INT C COMPUTATI
[5]  
[Anonymous], MEASURING SUBJECTIVE
[6]  
Audretsch DB, 1996, AM ECON REV, V86, P630
[7]   Do people mean what they say? Implications for subjective survey data [J].
Bertrand, M ;
Mullainathan, S .
AMERICAN ECONOMIC REVIEW, 2001, 91 (02) :67-72
[8]   Growth, innovation, scaling, and the pace of life in cities [J].
Bettencourt, Luis M. A. ;
Lobo, Jose ;
Helbing, Dirk ;
Kuehnert, Christian ;
West, Geoffrey B. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (17) :7301-7306
[9]   The Origins of Scaling in Cities [J].
Bettencourt, Luis M. A. .
SCIENCE, 2013, 340 (6139) :1438-1441
[10]   Urban Scaling and Its Deviations: Revealing the Structure of Wealth, Innovation and Crime across Cities [J].
Bettencourt, Luis M. A. ;
Lobo, Jose ;
Strumsky, Deborah ;
West, Geoffrey B. .
PLOS ONE, 2010, 5 (11)