Data ex machina: introduction to big data

D Lazer, J Radford - Annual Review of Sociology, 2017 - annualreviews.org
Social life increasingly occurs in digital environments and continues to be mediated by
digital systems. Big data represents the data being generated by the digitization of social life …

[图书][B] Bit by bit: Social research in the digital age

MJ Salganik - 2019 - books.google.com
An innovative and accessible guide to doing social research in the digital age. In just the
past several years, we have witnessed the birth and rapid spread of social media, mobile …

Social networks and loneliness during the COVID-19 pandemic

B Kovacs, N Caplan, S Grob, M King - Socius, 2021 - journals.sagepub.com
We utilize longitudinal social network data collected pre–COVID-19 in June 2019 and
compare them with data collected in the midst of COVID in June 2020. We find significant …

Exercise contagion in a global social network

S Aral, C Nicolaides - Nature communications, 2017 - nature.com
We leveraged exogenous variation in weather patterns across geographies to identify social
contagion in exercise behaviours across a global social network. We estimated these …

[图书][B] Big crisis data: social media in disasters and time-critical situations

C Castillo - 2016 - books.google.com
Social media is an invaluable source of time-critical information during a crisis. However,
emergency response and humanitarian relief organizations that would like to use this …

Climate change sentiment on Twitter: An unsolicited public opinion poll

EM Cody, AJ Reagan, L Mitchell, PS Dodds… - PloS one, 2015 - journals.plos.org
The consequences of anthropogenic climate change are extensively debated through
scientific papers, newspaper articles, and blogs. Newspaper articles may lack accuracy …

Coevolve: A joint point process model for information diffusion and network evolution

M Farajtabar, Y Wang, M Gomez-Rodriguez, S Li… - Journal of Machine …, 2017 - jmlr.org
Information diffusion in online social networks is affected by the underlying network
topology, but it also has the power to change it. Online users are constantly creating new …

The golden age of social science

A Buyalskaya, M Gallo… - Proceedings of the …, 2021 - National Acad Sciences
Social science is entering a golden age, marked by the confluence of explosive growth in
new data and analytic methods, interdisciplinary approaches, and a recognition that these …

Natural disasters and indicators of social cohesion

A Calo-Blanco, J Kovářík, F Mengel, JG Romero - PloS one, 2017 - journals.plos.org
Do adversarial environmental conditions create social cohesion? We provide new answers
to this question by exploiting spatial and temporal variation in exposure to earthquakes …

Social media conversations reveal large psychological shifts caused by COVID-19's onset across US cities

A Ashokkumar, JW Pennebaker - Science advances, 2021 - science.org
The current research chronicles the unfolding of the early psychological impacts of
coronavirus disease 2019 (COVID-19) by analyzing Reddit language from 18 US cities …