EPJ Data Science

Article	Citations
Does United Kingdom parliamentary attention follow social media posts?	52
Estimating work engagement from online chat tools	42
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic	32
The microvelocity of money in Ethereum	32
Effective strategies for targeted attacks to the network of Cosa Nostra affiliates	27
How floods may affect the spatial spread of respiratory pathogens: the case of Emilia-Romagna, Italy in May 2023	23
Drivers of hate speech in political conversations on Twitter: the case of the 2022 Italian general election	23
A hybrid stock prediction method based on periodic/non-periodic features analyses	23
Detecting coordinated and bot-like behavior in Twitter: the Jürgen Conings case	22
Dream content discovery from social media using natural language processing	21
Analyzing image-based political propaganda in referendum campaigns: from elements to strategies	21
Generating mobility networks with generative adversarial networks	21
Assessing geographic polarisation in Britain’s digital landscape through stable dynamic embedding of spatial web data	20
Disentangling degree and tie strength heterogeneity in egocentric social networks	19
Online advertisement in a pink-colored market	19
Suspended accounts align with the Internet Research Agency misinformation campaign to influence the 2016 US election	19
A path-based approach to analyzing the global liner shipping network	19
Human mobility reshaped? Deciphering the impacts of the Covid-19 pandemic on activity patterns, spatial habits, and schedule habits	19
Origin and destination attachment: study of cultural integration on Twitter	18
Which sport is becoming more predictable? A cross-discipline analysis of predictability in team sports	18
On the duration of face-to-face contacts	16
Quantifying polarization in online political discourse	16
Classifying social position with social media behavioral data	16
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance	15
Developing a hierarchical model for unraveling conspiracy theories	15

Identifying urban features for vulnerable road user safety in Europe	15
Companies under stress: the impact of shocks on the production network	14
Adaptation of student behavioural routines during Covid-19: a multimodal approach	14
Correction: Temporal network analysis using zigzag persistence	14
Academic support network reflects doctoral experience and productivity	13
Evolution of sample-based music authorship network	13
Computational social science is growing up: why puberty consists of embracing measurement validation, theory development, and open science practices	13
Understanding rhythmic structures, novelty, and influence in classical music from data	12
Analysis and classification of privacy-sensitive content in social media posts	12
Rhythm of the streets: a street classification framework based on street activity patterns	12
Science as exploration in a knowledge landscape: tracing hotspots or seeking opportunity?	12
Identifying the temporal dynamics of densification and sparsification in human contact networks	11
Multifaceted online coordinated behavior in the 2020 US presidential election	11
Open data and quantitative techniques for anthropology of road traffic	10
Critical computational social science	10
Fair automated assessment of noncompliance in cargo ship networks	10
Entropy-based text feature engineering approach for forecasting financial liquidity changes	10
Milgram’s experiment in the knowledge space: individual navigation strategies	10
Temporal patterns of reciprocity in communication networks	10
Endogenous labour flow networks	10
The simpliciality of higher-order networks	10
Can Google Trends predict asylum-seekers’ destination choices?	10
Learning to cluster urban areas: two competitive approaches and an empirical validation	9
The Russian invasion of Ukraine selectively depolarized the Finnish NATO discussion on Twitter	9
News sharing on Twitter reveals emergent fragmentation of media agenda and persistent polarization	9
Misinformation is not about bad facts: an analysis of the production and consumption of fringe content	9
Connectivity and community structure of online and register-based social networks	8
Keep your friends close, and your enemies closer: structural properties of negative relationships on Twitter	8
Studying social networks in the age of computational social science	8
Mapping language literacy at scale: a case study on Facebook	8
Large scale analysis of gender bias and sexism in song lyrics	8
Social media warfare: investigating human-bot engagement in English, Japanese and German during the Russo-Ukrainian war on Twitter and Reddit	8
Large-scale digital signatures of emotional response to the COVID-19 vaccination campaign	8
UTDRM: unsupervised method for training debunked-narrative retrieval models	7
Linking physical violence to women’s mobility in Chile	7
Explaining human mobility predictions through a pattern matching algorithm	7
The right to audit and power asymmetries in algorithm auditing	7
A new methodology to measure faultlines at scale leveraging digital traces	7
Forecasting patient flows with pandemic induced concept drift using explainable machine learning	7
Is it getting harder to make a hit? Evidence from 65 years of US music chart history	7
Design and analysis of tweet-based election models for the 2021 Mexican legislative election	7
Detecting political biases of named entities and hashtags on Twitter	7
When dialects collide: how socioeconomic mixing affects language use	7
Construction and analysis of corporate greenwashing index: a deep learning approach	6
Uncovering large inconsistencies between machine learning derived gridded settlement datasets	6
Evaluating Twitter’s algorithmic amplification of low-credibility content: an observational study	6
Consensus formation on heterogeneous networks	6
Early warning signals for stock market crashes: empirical and analytical insights utilizing nonlinear methods	6
Quantifying interdisciplinary synergy in higher STEM education	6
Measuring user engagement with low credibility media sources in a controversial online debate	6

The role of transport systems in housing insecurity: a mobility-based analysis	6
On the adoption of e-moped sharing systems	6
Structural gender imbalances in ballet collaboration networks	6
LEIA: Linguistic Embeddings for the Identification of Affect	6
Tackling racial bias in automated online hate detection: Towards fair and accurate detection of hateful users with geometric deep learning	6
Sweet tweets! Evaluating a new approach for probability-based sampling of Twitter	6
Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis	6
Charting mobility patterns in the scientific knowledge landscape	5
Detection of anomalous spatio-temporal patterns of app traffic in response to catastrophic events	5
Profile update: the effects of identity disclosure on network connections and language	5
Investigating the contribution of author- and publication-specific features to scholars’ h-index prediction	5
Analyzing user ideologies and shared news during the 2019 argentinian elections	5
Garbage in garbage out? Impacts of data quality on criminal network intervention	5
Quantifying participation biases on social media	5
Multiple gravity laws for human mobility within cities	5
Has Covid-19 permanently changed online purchasing behavior?	5
The impact of playlist characteristics on coherence in user-curated music playlists	5
Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignation	5
Unsupervised detection of coordinated information operations in the wild	5
Unveiling the silent majority: stance detection and characterization of passive users on social media using collaborative filtering and graph convolutional networks	4
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics	4
Comparison of home detection algorithms using smartphone GPS data	4
Public perception of generative AI on Twitter: an empirical study based on occupation and usage	4
Journalists are most likely to receive abuse: analysing online abuse of UK public figures across sport, politics, and journalism on Twitter	4
Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian cities	4
Using mobile money data and call detail records to explore the risks of urban migration in Tanzania	4
Enhancing short-term crime prediction with human mobility flows and deep learning architectures	4
Holistic approach to analysing debates on ecological sustainability over time on X	4
A new approach to estimate neighborhood socioeconomic status using supermarket transactions and GNNs	4
Corruption red flags in public procurement: new evidence from Italian calls for tenders	4
Socioeconomic disparities in mobility behavior during the COVID-19 pandemic in developing countries	4
A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes	4
Downscaling spatial interaction with socioeconomic attributes	4
Computational approaches for cyber social threats	4
Temporal network analysis using zigzag persistence	4
Understanding China’s urban system evolution from web search index data	4
Shift in house price estimates during COVID-19 reveals effect of crisis on collective speculation	4
Cryptocurrency co-investment network: token returns reflect investment patterns	4
Untangling pair synergy in the evolution of collaborative scientific impact	4
The shock, the coping, the resilience: smartphone application use reveals Covid-19 lockdown effects on human behaviors	3
Designing transit routes based on vehicle routing behavior determined through location-based services data	3
Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems	3
Robustness of topological persistence in knowledge distillation for wearable sensor data	3
Comparing GPS and cell-based mobile phone data to identify activity participation during the COVID-19 pandemic	3
Computational social science with confidence	3
Exposure to parks through the lens of urban mobility	3
Computational reproducibility in computational social science	3
Tainted ties: the structure and dynamics of corruption networks extracted from deferred prosecution agreements	3
Safe spaces or toxic places? Content moderation and social dynamics of online eating disorder communities	3
Fusing content and social relationships: a multi-modal heterogeneous graph transformer approach for social bot detection	3
Do poverty and wealth look the same the world over? A comparative study of 12 cities from five high-income countries using street images	3
Using word embeddings to analyse audience effects and individual differences in parenting Subreddits	3
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach	3
Assessing the complexity of a path search optimization method based on clustering for a transport graph	3
Understanding the role of sentiment and emotion for predicting forced displacement	3
The presence of occupational structure in online texts based on word embedding NLP models	3
CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis	3
Impact and dynamics of hate and counter speech online	3
Scaling law of real traffic jams under varying travel demand	3
A generative model for age and income distribution	3
Bibliometric cartography of data science: a large-scale analysis on knowledge integration and diffusion	3
Correction to: Keep your friends close, and your enemies closer: structural properties of negative relationships on Twitter	3
Higher-order structures of local collaboration networks are associated with individual scientific productivity	3
Longitudinal modularity, a modularity for link streams	2
The geometry of suspicious money laundering activities in financial networks	2
Sustainability of Stack Exchange Q&A communities: the role of trust	2
AGECovP: identifying ageism and analyzing COVID-19 discourse on older adults in YouTube	2
Analyzing news engagement on Facebook: tracking ideological segregation and news quality in the Facebook URL dataset	2
Language and the use of law are predictive of judge gender and seniority	2
Unsupervised detection of coordinated fake-follower campaigns on social media	2
Does noise affect housing prices? A case study in the urban area of Thessaloniki	2
A large scale study of reader interactions with images on Wikipedia	2
Glitter or gold? Deriving structured insights from sustainability reports via large language models	2
Reaching the bubble may not be enough: news media role in online political polarization	2
Novel embeddings improve the prediction of risk perception	2
Modelling railway delay propagation as diffusion-like spreading	2
Quantifying digital habits	2
Addressing long-tailed distribution in judicial text for criminal motive classification: a balanced contrastive learning approach	2
Keyword expansion techniques for mining social movement data on social media	2
Correction to: Brexit and bots: characterizing the behaviour of automated accounts on Twitter during the UK election	2

Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls	2
Correction: Impact and dynamics of hate and counter speech online	2
Human mobility prediction with causal and spatial-constrained multi-task network	2
Measuring close proximity interactions in summer camps during the COVID-19 pandemic	2
Understanding trends, patterns, and dynamics in global company acquisitions: a network perspective	2
Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network	2
The penumbra of open source: projects outside of centralized platforms are longer maintained, more academic and more collaborative	2