Publication

Social Connectedness in Urban Areas

ArXiv/SSRN


Abstract

We use anonymized and aggregated data from Facebook to explore the spatial structure of social networks in the New York metro area. We find that a substantial share of urban residents’ connections are to individuals who are located nearby. We also highlight the importance of transportation infrastructure in shaping urban social networks by showing that social connectedness declines faster in travel time and travel cost than it does in geographic distance. We find that areas that are more socially connected with each other have stronger commuting flows, even after controlling for geographic distance and ease of travel. We also document significant heterogeneity in the geographic breadth of social networks across New York zip codes, and show that this heterogeneity correlates with access to public transit. Zip codes with geographically broader social networks also have higher incomes, higher education levels, and more high-quality entrepreneurial activity. We also explore the social connections between New York zip codes and foreign countries, and highlight how these are related to past migration movements.

Related Publications

All Publications

SIGKDD - August 13, 2021

Preference Amplification in Recommender Systems

Dimitris Kalimeris, Smriti Bhagat, Shankar Kalyanaraman, Udi Weinsberg

ICML - July 18, 2021

Near-Optimal Confidence Sequences for Bounded Random Variables

Arun Kumar Kuchibhotla, Qinqing Zheng

SIGKDD - August 4, 2019

Shrinkage Estimators in Online Experiments

Drew Dimmery, Eytan Bakshy, Jasjeet Sehkon

To help personalize content, tailor and measure ads, and provide a safer experience, we use cookies. By clicking or navigating the site, you agree to allow our collection of information on and off Facebook through cookies. Learn more, including about available controls: Cookies Policy