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EPJ Data Science
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  2. A common task in computational text analyses is to quantify how two corpora differ according to a measurement like word frequency, sentiment, or information content. However, collapsing the texts’ rich stories...

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

    Citation: EPJ Data Science 2021 10:4

    Content type: Regular article

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  4. Data visualizations are a valuable tool used during both statistical analysis and the interpretation of results as they graphically reveal useful information about the structure, properties and relationships b...

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

    Citation: EPJ Data Science 2021 10:2

    Content type: Regular article

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  5. Given the challenges in collecting up-to-date, comparable data on migrant populations the potential of digital trace data to study migration and migrants has sparked considerable interest among researchers and...

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

    Citation: EPJ Data Science 2021 10:1

    Content type: Regular article

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  7. In recent years, extreme shocks, such as natural disasters, are increasing in both frequency and intensity, causing significant economic loss to many cities around the world. Quantifying the economic cost of l...

    Authors: Takahiro Yabe, Yunchang Zhang and Satish V. Ukkusuri

    Citation: EPJ Data Science 2020 9:36

    Content type: Regular article

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  9. The migration of scholars is a major driver of innovation and of diffusion of knowledge. Although large-scale bibliometric data have been used to measure international migration of scholars, our understanding ...

    Authors: Andrea Miranda-González, Samin Aref, Tom Theile and Emilio Zagheni

    Citation: EPJ Data Science 2020 9:34

    Content type: Regular article

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  10. Using detailed administrative microdata for two countries, we build a modeling framework that yields new explanations for the origin of firm sizes, the firm contributions to unemployment, and the job-to-job mo...

    Authors: Eduardo López, Omar A. Guerrero and Robert L. Axtell

    Citation: EPJ Data Science 2020 9:33

    Content type: Regular article

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  11. Many democratic societies have become more politically polarized, with the U.S. being the main example. The origins of this phenomenon are still not well-understood and subject to debate. To provide insight in...

    Authors: Lucas Böttcher and Hans Gersbach

    Citation: EPJ Data Science 2020 9:32

    Content type: Regular article

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  12. Body measurements, including weight and height, are key indicators of health. Being able to visually assess body measurements reliably is a step towards increased awareness of overweight and obesity and is thu...

    Authors: Kirill Martynov, Kiran Garimella and Robert West

    Citation: EPJ Data Science 2020 9:31

    Content type: Regular article

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  14. Evacuations are a common practice to mitigate the potential risks and damages made by natural disasters. However, without proper coordination and management, evacuations can be inefficient and cause negative i...

    Authors: Lingzi Hong and Vanessa Frias-Martinez

    Citation: EPJ Data Science 2020 9:29

    Content type: Regular article

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  18. Social media users post content on various topics. A defining feature of social media is that other users can provide feedback—called community feedback—to their content in the form of comments, replies, and r...

    Authors: David Ifeoluwa Adelani, Ryota Kobayashi, Ingmar Weber and Przemyslaw A. Grabowicz

    Citation: EPJ Data Science 2020 9:25

    Content type: Regular article

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  19. In this paper, we combine data from Uber Movement and from a representative household travel survey to constructs a weighted travel time index for the Metropolitan Region of São Paulo. The index is calculated ...

    Authors: Renato S. Vieira and Eduardo A. Haddad

    Citation: EPJ Data Science 2020 9:24

    Content type: Regular article

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  21. The United Nations Sustainable Development Goals (SDGs) are a global consensus on the world’s most pressing challenges. They come with a set of 232 indicators against which countries should regularly monitor t...

    Authors: Masoomali Fatehkia, Isabelle Tingzon, Ardie Orden, Stephanie Sy, Vedran Sekara, Manuel Garcia-Herranz and Ingmar Weber

    Citation: EPJ Data Science 2020 9:22

    Content type: Regular article

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  22. The network of developers in distributed ledgers and blockchains open source projects is essential to maintaining the platform: understanding the structure of their exchanges, analysing their activity and its ...

    Authors: Silvia Bartolucci, Giuseppe Destefanis, Marco Ortu, Nicola Uras, Michele Marchesi and Roberto Tonelli

    Citation: EPJ Data Science 2020 9:21

    Content type: Regular article

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  23. Urban income segregation is a widespread phenomenon that challenges societies across the globe. Classical studies on segregation have largely focused on the geographic distribution of residential neighborhoods...

    Authors: Xiaowen Dong, Alfredo J. Morales, Eaman Jahani, Esteban Moro, Bruno Lepri, Burcin Bozkaya, Carlos Sarraute, Yaneer Bar-Yam and Alex Pentland

    Citation: EPJ Data Science 2020 9:20

    Content type: Regular article

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  24. The emerging technologies of wearable wireless devices open entirely new ways to record various aspects of human social interactions in a broad range of settings. Such technologies allow to log the temporal dy...

    Authors: Sicheng Dai, Hélène Bouchet, Aurélie Nardy, Eric Fleury, Jean-Pierre Chevrot and Márton Karsai

    Citation: EPJ Data Science 2020 9:19

    Content type: Regular article

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  25. The 2019 UK general election took place against a background of rising online hostility levels toward politicians, and concerns about the impact of this on democracy, as a record number of politicians cited th...

    Authors: Genevieve Gorrell, Mehmet E. Bakir, Ian Roberts, Mark A. Greenwood and Kalina Bontcheva

    Citation: EPJ Data Science 2020 9:18

    Content type: Regular article

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  26. Much recent work has illuminated the growth, innovation, and prosperity of entire cities, but there is relatively less evidence concerning the growth and prosperity of individual neighborhoods. In this paper w...

    Authors: Shi Kai Chong, Mohsen Bahrami, Hao Chen, Selim Balcisoy, Burcin Bozkaya and Alex ‘Sandy’ Pentland

    Citation: EPJ Data Science 2020 9:17

    Content type: Regular article

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  27. We propose high-order hypergraph walks as a framework to generalize graph-based network science techniques to hypergraphs. Edge incidence in hypergraphs is quantitative, yielding hypergraph walks with both len...

    Authors: Sinan G. Aksoy, Cliff Joslyn, Carlos Ortiz Marrero, Brenda Praggastis and Emilie Purvine

    Citation: EPJ Data Science 2020 9:16

    Content type: Regular article

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  28. Complex systems, represented as dynamic networks, comprise of components that influence each other via direct and/or indirect interactions. Recent research has shown the importance of using Higher-Order Networ...

    Authors: Mandana Saebi, Jian Xu, Lance M. Kaplan, Bruno Ribeiro and Nitesh V. Chawla

    Citation: EPJ Data Science 2020 9:15

    Content type: Regular article

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  30. Music can motivate many daily activities as it can regulate mood, increase productivity and sports performance, and raise spirits. However, we know little about how to recommend songs that are motivational for...

    Authors: Yongsung Kim, Luca Maria Aiello and Daniele Quercia

    Citation: EPJ Data Science 2020 9:13

    Content type: Regular article

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  32. Empirical investor networks (EIN) proposed by Ozsoylev et al. are assumed to capture the information spreading path among investors. Here, we perform a comparative analysis between the EIN and the cellphone co...

    Authors: Peng Wang, Jun-Chao Ma, Zhi-Qiang Jiang, Wei-Xing Zhou and Didier Sornette

    Citation: EPJ Data Science 2020 9:11

    Content type: Regular article

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  34. Luck is considered a crucial ingredient to achieve impact in all creative domains, despite their diversity. For instance, in science, the movie industry, music, and art, the occurrence of the highest impact wo...

    Authors: Milán Janosov, Federico Battiston and Roberta Sinatra

    Citation: EPJ Data Science 2020 9:9

    Content type: Regular article

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  35. Composite development indicators used in policy making often subjectively aggregate a restricted set of indicators. We show, using dimensionality reduction techniques, including Principal Component Analysis (P...

    Authors: Anshul Verma, Orazio Angelini and Tiziana Di Matteo

    Citation: EPJ Data Science 2020 9:8

    Content type: Regular article

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  36. Social media can be a double-edged sword for society, either as a convenient channel exchanging ideas or as an unexpected conduit circulating fake news through a large population. While existing studies of fak...

    Authors: Zilong Zhao, Jichang Zhao, Yukie Sano, Orr Levy, Hideki Takayasu, Misako Takayasu, Daqing Li, Junjie Wu and Shlomo Havlin

    Citation: EPJ Data Science 2020 9:7

    Content type: Regular article

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  37. Many times the nodes of a complex network, whether deliberately or not, are aggregated for technical, ethical, legal limitations or privacy reasons. A common example is the geographic position: one may uncover...

    Authors: Yérali Gandica, Adeline Decuyper, Christophe Cloquet, Isabelle Thomas and Jean-Charles Delvenne

    Citation: EPJ Data Science 2020 9:6

    Content type: Regular article

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  39. We introduce a qualitative, shape-based, timescale-independent time-domain transform used to extract local dynamics from sociotechnical time series—termed the Discrete Shocklet Transform (DST)—and an associate...

    Authors: David Rushing Dewhurst, Thayer Alshaabi, Dilan Kiley, Michael V. Arnold, Joshua R. Minot, Christopher M. Danforth and Peter Sheridan Dodds

    Citation: EPJ Data Science 2020 9:3

    Content type: Regular article

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  40. Recent advances in the quantitative, computational methodology for the modeling and analysis of heterogeneous large-scale data are leading to new opportunities for understanding human behaviors and faculties, ...

    Authors: Doheum Park, Juhan Nam and Juyong Park

    Citation: EPJ Data Science 2020 9:2

    Content type: Regular article

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  41. Understanding the temporal dynamics of affect is crucial for our understanding human emotions in general. In this study, we empirically test a computational model of affective dynamics by analyzing a large-sca...

    Authors: Max Pellert, Simon Schweighofer and David Garcia

    Citation: EPJ Data Science 2020 9:1

    Content type: Regular article

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  44. The gravity law has been documented in many socioeconomic networks, which states that the flow between two nodes positively correlates with the strengths of the nodes and negatively correlates with the distanc...

    Authors: Li Wang, Jun-Chao Ma, Zhi-Qiang Jiang, Wanfeng Yan and Wei-Xing Zhou

    Citation: EPJ Data Science 2019 8:37

    Content type: Regular article

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  45. The steady growth of digitized historical information is continuously stimulating new different approaches to the fields of Digital Humanities and Computational Social Science. In this work we use Natural Lang...

    Authors: Lorenzo Lucchini, Sara Tonelli and Bruno Lepri

    Citation: EPJ Data Science 2019 8:36

    Content type: Regular article

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  46. Echo chambers in online social networks, in which users prefer to interact only with ideologically-aligned peers, are believed to facilitate misinformation spreading and contribute to radicalize political disc...

    Authors: Wesley Cota, Silvio C. Ferreira, Romualdo Pastor-Satorras and Michele Starnini

    Citation: EPJ Data Science 2019 8:35

    Content type: Regular article

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  47. This paper examines the population heterogeneity of travel behaviours from a combined perspective of individual actors and collective behaviours. We use a social media dataset of 652,945 geotagged tweets gener...

    Authors: Yuan Liao, Sonia Yeh and Gustavo S. Jeuken

    Citation: EPJ Data Science 2019 8:34

    Content type: Regular article

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  48. Scientific discoveries do not occur in vacuum but rather by connecting existing pieces of knowledge in new and creative ways. Mapping the relation and structure of scientific knowledge is therefore central to ...

    Authors: Matteo Chinazzi, Bruno Gonçalves, Qian Zhang and Alessandro Vespignani

    Citation: EPJ Data Science 2019 8:33

    Content type: Regular article

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  49. Systemic risk of financial institutions and sectoral companies relies on their inter-dependencies. The inter-connectivity of the financial networks has proven to be crucial to understand the propagation of def...

    Authors: Adrià Barja, Alejandro Martínez, Alex Arenas, Pablo Fleurquin, Jordi Nin, José J. Ramasco and Elena Tomás

    Citation: EPJ Data Science 2019 8:32

    Content type: Regular article

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  50. Reading remains a preferred leisure activity fueling an exceptionally competitive publishing market: among more than three million books published each year, only a tiny fraction are read widely. It is largely...

    Authors: Xindi Wang, Burcu Yucesoy, Onur Varol, Tina Eliassi-Rad and Albert-László Barabási

    Citation: EPJ Data Science 2019 8:31

    Content type: Regular article

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  • ISSN: 2193-1127 (electronic)