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EPJ Data Science

Volume 10 / No 1 (December 2021)

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Integrating Survey and Non-survey Data to Measure Behavior and Public Opinion?

Open Access

Regular Article

Linking Twitter and survey data: asymmetry in quantity and its impact 32

Tarek Al Baghal, Alexander Wenz, Luke Sloan and Curtis Jessop

Published online: 09 June 2021

DOI: 10.1140/epjds/s13688-021-00286-7

Open Access

Regular Article

An end-to-end statistical process with mobile network data for official statistics 20

David Salgado, Luis Sanguiao, Bogdan Oancea, Sandra Barragán and Marian Necula

Published online: 29 April 2021

DOI: 10.1140/epjds/s13688-021-00275-w

Open Access

Regular Article

Connecting and linking neurocognitive, digital phenotyping, physiologic, psychophysical, neuroimaging, genomic, & sensor data with survey data 9

Charles E. Knott, Stephen Gomori, Mai Ngyuen, Susan Pedrazzani, Sridevi Sattaluri, Frank Mierzwa and Kim Chantala

Published online: 12 February 2021

DOI: 10.1140/epjds/s13688-021-00264-z

Open Access

Regular Article

Companies under stress: the impact of shocks on the production network 57

Róbert Pálovics, Primož Dolenc and Jure Leskovec

Published online: 09 December 2021

DOI: 10.1140/epjds/s13688-021-00310-w

Open Access

Regular Article

Imagine a Walkable City: Physical activity and urban imageability across 19 major cities 56

Marios Constantinides, Sagar Joglekar, Sanja Šćepanović and Daniele Quercia

Published online: 07 December 2021

DOI: 10.1140/epjds/s13688-021-00313-7

Open Access

Regular Article

The presence of occupational structure in online texts based on word embedding NLP models 55

Zoltán Kmetty, Júlia Koltai and Tamás Rudas

Published online: 27 November 2021

DOI: 10.1140/epjds/s13688-021-00311-9

Open Access

Regular Article

A profile-based sentiment-aware approach for depression detection in social media 54

José de Jesús Titla-Tlatelpa, Rosa María Ortega-Mendoza, Manuel Montes-y-Gómez and Luis Villaseñor-Pineda

Published online: 06 November 2021

DOI: 10.1140/epjds/s13688-021-00309-3

Open Access

Regular Article

Characterizing partisan political narrative frameworks about COVID-19 on Twitter 53

Elise Jing and Yong-Yeol Ahn

Published online: 30 October 2021

DOI: 10.1140/epjds/s13688-021-00308-4

Open Access

Regular Article

Finding disease outbreak locations from human mobility data 52

Frank Schlosser and Dirk Brockmann

Published online: 19 October 2021

DOI: 10.1140/epjds/s13688-021-00306-6

Open Access

Regular Article

Emotions in online rumor diffusion 51

Nicolas Pröllochs, Dominik Bär and Stefan Feuerriegel

Published online: 18 October 2021

DOI: 10.1140/epjds/s13688-021-00307-5

Open Access

Regular Article

Predictive modeling to study lifestyle politics with Facebook likes 50

Stiene Praet, Peter Van Aelst, Patrick van Erkel, Stephan Van der Veeken and David Martens

Published online: 02 October 2021

DOI: 10.1140/epjds/s13688-021-00305-7

Open Access

Regular Article

On estimating the predictability of human mobility: the role of routine 49

Douglas do Couto Teixeira, Jussara M. Almeida and Aline Carneiro Viana

Published online: 29 September 2021

DOI: 10.1140/epjds/s13688-021-00304-8

Open Access

Regular Article

The dynamics of faculty hiring networks 48

Eun Lee, Aaron Clauset and Daniel B. Larremore

Published online: 15 September 2021

DOI: 10.1140/epjds/s13688-021-00303-9

Open Access

Regular Article

Italian Twitter semantic network during the Covid-19 epidemic 47

Mattia Mattei, Guido Caldarelli, Tiziano Squartini and Fabio Saracco

Published online: 09 September 2021

DOI: 10.1140/epjds/s13688-021-00301-x

Open Access

Regular Article

Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi 46

Laura Ozella, Daniela Paolotti, Guilherme Lichand, Jorge P. Rodríguez, Simon Haenni, John Phuka, Onicio B. Leal-Neto and Ciro Cattuto

Published online: 08 September 2021

DOI: 10.1140/epjds/s13688-021-00302-w

Open Access

Regular Article

Extracting complements and substitutes from sales data: a network perspective 45

Yu Tian, Sebastian Lautz, Alisdair O. G. Wallis and Renaud Lambiotte

Published online: 25 August 2021

DOI: 10.1140/epjds/s13688-021-00297-4

Open Access

Regular Article

Both sides of the story: comparing student-level data on reading performance from administrative registers to application generated data from a reading app 44

Bent Sortkær, Emil Smith, David Reimer, Stefan Oehmcke and Ida Gran Andersen

Published online: 19 August 2021

DOI: 10.1140/epjds/s13688-021-00300-y

Open Access

Regular Article

Finding epic moments in live content through deep learning on collective decisions 43

Hyeonho Song, Kunwoo Park and Meeyoung Cha

Published online: 18 August 2021

DOI: 10.1140/epjds/s13688-021-00295-6

Open Access

Regular Article

Putting human behavior predictability in context 42

Wanyi Zhang, Qiang Shen, Stefano Teso, Bruno Lepri, Andrea Passerini, Ivano Bison and Fausto Giunchiglia

Published online: 13 August 2021

DOI: 10.1140/epjds/s13688-021-00299-2

Open Access

Regular Article

Spatiotemporal distributions of population in Seoul: joint influence of ridership and accessibility of the subway system 41

Ji-Hye Lee, Segun Goh, Keumsook Lee and M. Y. Choi

Published online: 10 August 2021

DOI: 10.1140/epjds/s13688-021-00298-3

Open Access

Regular Article

Heaps’ law and vocabulary richness in the history of classical music harmony 40

Marc Serra-Peralta, Joan Serrà and Álvaro Corral

Published online: 18 August 2021

DOI: 10.1140/epjds/s13688-021-00293-8

Open Access

Regular Article

Analysing global professional gender gaps using LinkedIn advertising data 39

Ridhi Kashyap and Florianne C. J. Verkroost

Published online: 29 July 2021

DOI: 10.1140/epjds/s13688-021-00294-7

Open Access

Correction

Correction to: Flow of online misinformation during the peak of the COVID-19 pandemic in Italy 38

Guido Caldarelli, Rocco De Nicola, Marinella Petrocchi, Manuel Pratelli and Fabio Saracco

Published online: 29 July 2021

DOI: 10.1140/epjds/s13688-021-00296-5

Open Access

Regular Article

The impact of digital contact tracing on the SARS-CoV-2 pandemic—a comprehensive modelling study 37

Tina R. Pollmann, Stefan Schönert, Johannes Müller, Julia Pollmann, Elisa Resconi, Christoph Wiesinger, Christian Haack, Lolian Shtembari, Andrea Turcati, Birgit Neumair et al. (5 more)

Published online: 20 July 2021

DOI: 10.1140/epjds/s13688-021-00290-x

Open Access

Regular Article

Uncovering the fragility of large-scale engineering projects 36

Marc Santolini, Christos Ellinas and Christos Nicolaides

Published online: 08 July 2021

DOI: 10.1140/epjds/s13688-021-00291-w

Open Access

Regular Article

State-space models reveal bursty movement behaviour of dance event visitors 35

Philip Rutten, Michael H. Lees, Sander Klous and Peter M. A. Sloot

Published online: 06 July 2021

DOI: 10.1140/epjds/s13688-021-00292-9

Open Access

Regular Article

Flow of online misinformation during the peak of the COVID-19 pandemic in Italy 34

Guido Caldarelli, Rocco De Nicola, Marinella Petrocchi, Manuel Pratelli and Fabio Saracco

Published online: 06 July 2021

DOI: 10.1140/epjds/s13688-021-00289-4

Open Access

Regular Article

Multilayer networks for text analysis with multiple data types 33

Charles C. Hyland, Yuanming Tao, Lamiae Azizi, Martin Gerlach, Tiago P. Peixoto and Eduardo G. Altmann

Published online: 28 June 2021

DOI: 10.1140/epjds/s13688-021-00288-5

Open Access

Regular Article

Evolution of the political opinion landscape during electoral periods 31

Tomás Mussi Reyero, Mariano G. Beiró, J. Ignacio Alvarez-Hamelin, Laura Hernández and Dimitris Kotzinos

Published online: 05 June 2021

DOI: 10.1140/epjds/s13688-021-00285-8

Open Access

Regular Article

Competition-driven modeling of temporal networks 30

Kaijie Zhu, George Fletcher and Nikolay Yakovets

Published online: 03 June 2021

DOI: 10.1140/epjds/s13688-021-00287-6

Open Access

Regular Article

Evaluation of home detection algorithms on mobile phone data using individual-level ground truth 29

Luca Pappalardo, Leo Ferres, Manuel Sacasa, Ciro Cattuto and Loreto Bravo

Published online: 02 June 2021

DOI: 10.1140/epjds/s13688-021-00284-9

Open Access

Regular Article

Urban green space and happiness in developed countries 28

Oh-Hyun Kwon, Inho Hong, Jeasurk Yang, Donghee Y. Wohn, Woo-Sung Jung and Meeyoung Cha

Published online: 30 May 2021

DOI: 10.1140/epjds/s13688-021-00278-7

Open Access

Regular Article

Evolution of urban forms observed from space 27

Haohui Chen, Yury Kryvasheyeu, Weipan Xu, Yaofu Huang, Jiayi Deng, Siru Ren, Xun Li, Iyad Rahwan and Manuel Cebrian

Published online: 19 May 2021

DOI: 10.1140/epjds/s13688-021-00283-w

Open Access

Regular Article

Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies 26

Gaël Poux-Médard, Sergio Cobo-Lopez, Jordi Duch, Roger Guimerà and Marta Sales-Pardo

Published online: 18 May 2021

DOI: 10.1140/epjds/s13688-021-00280-z

Open Access

Regular Article

Prediction of new scientific collaborations through multiplex networks 25

Marta Tuninetti, Alberto Aleta, Daniela Paolotti, Yamir Moreno and Michele Starnini

Published online: 13 May 2021

DOI: 10.1140/epjds/s13688-021-00282-x

Open Access

Regular Article

Inferring psychological traits from spending categories and dynamic consumption patterns 24

Natkamon Tovanich, Simone Centellegher, Nacéra Bennacer Seghouani, Joe Gladstone, Sandra Matz and Bruno Lepri

Published online: 08 May 2021

DOI: 10.1140/epjds/s13688-021-00281-y

Open Access

Regular Article

Evaluating structural edge importance in temporal networks 23

Isobel E. Seabrook, Paolo Barucca and Fabio Caccioli

Published online: 08 May 2021

DOI: 10.1140/epjds/s13688-021-00279-6

Open Access

Regular Article

Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE) 22

Koya Sato, Mizuki Oka, Alain Barrat and Ciro Cattuto

Published online: 01 May 2021

DOI: 10.1140/epjds/s13688-021-00277-8

Open Access

Regular Article

Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis 21

Xiao Fan Liu, Huan-Huan Ren, Si-Hao Liu and Xian-Jian Jiang

Published online: 01 May 2021

DOI: 10.1140/epjds/s13688-021-00276-9

Open Access

Regular Article

Money flow network among firms’ accounts in a regional bank of Japan 19

Yoshi Fujiwara, Hiroyasu Inoue, Takayuki Yamaguchi, Hideaki Aoyama, Takuma Tanaka and Kentaro Kikuchi

Published online: 21 April 2021

DOI: 10.1140/epjds/s13688-021-00274-x

Open Access

Regular Article

On the interplay between educational attainment and nutrition: a spatially-aware perspective 18

Narges Azizi Fard, Gianmarco De Francisci Morales, Yelena Mejova and Rossano Schifanella

Published online: 13 April 2021

DOI: 10.1140/epjds/s13688-021-00273-y

Open Access

Regular Article

Behaviours and attitudes in response to the COVID-19 pandemic: insights from a cross-national Facebook survey 17

Daniela Perrotta, André Grow, Francesco Rampazzo, Jorge Cimentada, Emanuele Del Fava, Sofia Gil-Clavel and Emilio Zagheni

Published online: 14 April 2021

DOI: 10.1140/epjds/s13688-021-00270-1

Open Access

Regular Article

Internal migration and mobile communication patterns among pairs with strong ties 16

Mikaela Irene D. Fudolig, Daniel Monsivais, Kunal Bhattacharya, Hang-Hyun Jo and Kimmo Kaski

Published online: 01 April 2021

DOI: 10.1140/epjds/s13688-021-00272-z

Open Access

Regular Article

The growing amplification of social media: measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009–2020 15

Thayer Alshaabi, David Rushing Dewhurst, Joshua R. Minot, Michael V. Arnold, Jane L. Adams, Christopher M. Danforth and Peter Sheridan Dodds

Published online: 31 March 2021

DOI: 10.1140/epjds/s13688-021-00271-0

Open Access

Regular Article

Support the underground: characteristics of beyond-mainstream music listeners 14

Dominik Kowald, Peter Muellner, Eva Zangerle, Christine Bauer, Markus Schedl and Elisabeth Lex

Published online: 30 March 2021

DOI: 10.1140/epjds/s13688-021-00268-9

Open Access

Regular Article

A bi-directional approach to comparing the modular structure of networks 13

Daniel Straulino, Mattie Landman and Neave O’Clery

Published online: 10 March 2021

DOI: 10.1140/epjds/s13688-021-00269-8

Open Access

Regular Article

Understanding vehicular routing behavior with location-based service data 12

Yanyan Xu, Riccardo Di Clemente and Marta C. González

Published online: 26 February 2021

DOI: 10.1140/epjds/s13688-021-00267-w

Open Access

Regular Article

A data-driven approach for assessing biking safety in cities 11

Sara Daraei, Konstantinos Pelechrinis and Daniele Quercia

Published online: 03 March 2021

DOI: 10.1140/epjds/s13688-021-00265-y

Open Access

Regular Article

The mobility laws of location-based games 10

Leonardo Tonetto, Eemil Lagerspetz, Aaron Yi Ding, Jörg Ott, Sasu Tarkoma and Petteri Nurmi

Published online: 15 February 2021

DOI: 10.1140/epjds/s13688-021-00266-x

Open Access

Regular Article

Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic 8

Hao Cui and János Kertész

Published online: 03 February 2021

DOI: 10.1140/epjds/s13688-021-00263-0

Open Access

Regular Article

The rhythms of the night: increase in online night activity and emotional resilience during the spring 2020 Covid-19 lockdown 7

Maria Castaldo, Tommaso Venturini, Paolo Frasca and Floriana Gargiulo

Published online: 01 February 2021

DOI: 10.1140/epjds/s13688-021-00262-1

Open Access

Regular Article

Dark Web Marketplaces and COVID-19: before the vaccine 6

Alberto Bracci, Matthieu Nadini, Maxwell Aliapoulios, Damon McCoy, Ian Gray, Alexander Teytelboym, Angela Gallo and Andrea Baronchelli

Published online: 21 January 2021

DOI: 10.1140/epjds/s13688-021-00259-w

Open Access

Regular Article

Characteristics of human mobility patterns revealed by high-frequency cell-phone position data 5

Chen Zhao, An Zeng and Chi Ho Yeung

Published online: 19 January 2021

DOI: 10.1140/epjds/s13688-021-00261-2

Open Access

Regular Article

Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts 4

Ryan J. Gallagher, Morgan R. Frank, Lewis Mitchell, Aaron J. Schwartz, Andrew J. Reagan, Christopher M. Danforth and Peter Sheridan Dodds

Published online: 19 January 2021

DOI: 10.1140/epjds/s13688-021-00260-3

Open Access

Regular Article

Unraveling the hidden organisation of urban systems and their mobility flows 3

Riccardo Gallotti, Giulia Bertagnolli and Manlio De Domenico

Published online: 15 January 2021

DOI: 10.1140/epjds/s13688-020-00258-3

Open Access

Regular Article

Privacy preserving data visualizations 2

Demetris Avraam, Rebecca Wilson, Oliver Butters, Thomas Burton, Christos Nicolaides, Elinor Jones, Andy Boyd and Paul Burton

Published online: 07 January 2021

DOI: 10.1140/epjds/s13688-020-00257-4

Open Access

Regular Article

Challenges when identifying migration from geo-located Twitter data 1

Caitrin Armstrong, Ate Poorthuis, Matthew Zook, Derek Ruths and Thomas Soehl

Published online: 07 January 2021

DOI: 10.1140/epjds/s13688-020-00254-7

EPJ

EPJ Data Science

Volume 10 / No 1 (December 2021)

Integrating Survey and Non-survey Data to Measure Behavior and Public Opinion?

Linking Twitter and survey data: asymmetry in quantity and its impact 32

An end-to-end statistical process with mobile network data for official statistics 20

Connecting and linking neurocognitive, digital phenotyping, physiologic, psychophysical, neuroimaging, genomic, & sensor data with survey data 9

Companies under stress: the impact of shocks on the production network 57

Imagine a Walkable City: Physical activity and urban imageability across 19 major cities 56

The presence of occupational structure in online texts based on word embedding NLP models 55

A profile-based sentiment-aware approach for depression detection in social media 54

Characterizing partisan political narrative frameworks about COVID-19 on Twitter 53

Finding disease outbreak locations from human mobility data 52

Emotions in online rumor diffusion 51

Predictive modeling to study lifestyle politics with Facebook likes 50

On estimating the predictability of human mobility: the role of routine 49

The dynamics of faculty hiring networks 48

Italian Twitter semantic network during the Covid-19 epidemic 47

Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi 46

Extracting complements and substitutes from sales data: a network perspective 45

Both sides of the story: comparing student-level data on reading performance from administrative registers to application generated data from a reading app 44

Finding epic moments in live content through deep learning on collective decisions 43

Putting human behavior predictability in context 42

Spatiotemporal distributions of population in Seoul: joint influence of ridership and accessibility of the subway system 41

Heaps’ law and vocabulary richness in the history of classical music harmony 40

Analysing global professional gender gaps using LinkedIn advertising data 39

Correction to: Flow of online misinformation during the peak of the COVID-19 pandemic in Italy 38

The impact of digital contact tracing on the SARS-CoV-2 pandemic—a comprehensive modelling study 37

Uncovering the fragility of large-scale engineering projects 36

State-space models reveal bursty movement behaviour of dance event visitors 35

Flow of online misinformation during the peak of the COVID-19 pandemic in Italy 34

Multilayer networks for text analysis with multiple data types 33

Evolution of the political opinion landscape during electoral periods 31

Competition-driven modeling of temporal networks 30

Evaluation of home detection algorithms on mobile phone data using individual-level ground truth 29

Urban green space and happiness in developed countries 28

Evolution of urban forms observed from space 27

Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies 26

Prediction of new scientific collaborations through multiplex networks 25

Inferring psychological traits from spending categories and dynamic consumption patterns 24

Evaluating structural edge importance in temporal networks 23

Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE) 22

Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis 21

Money flow network among firms’ accounts in a regional bank of Japan 19

On the interplay between educational attainment and nutrition: a spatially-aware perspective 18

Behaviours and attitudes in response to the COVID-19 pandemic: insights from a cross-national Facebook survey 17

Internal migration and mobile communication patterns among pairs with strong ties 16

The growing amplification of social media: measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009–2020 15

Support the underground: characteristics of beyond-mainstream music listeners 14

A bi-directional approach to comparing the modular structure of networks 13

Understanding vehicular routing behavior with location-based service data 12

A data-driven approach for assessing biking safety in cities 11

The mobility laws of location-based games 10

Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic 8

The rhythms of the night: increase in online night activity and emotional resilience during the spring 2020 Covid-19 lockdown 7

Dark Web Marketplaces and COVID-19: before the vaccine 6

Characteristics of human mobility patterns revealed by high-frequency cell-phone position data 5

Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts 4

Unraveling the hidden organisation of urban systems and their mobility flows 3

Privacy preserving data visualizations 2

Challenges when identifying migration from geo-located Twitter data 1

Conference announcements