EPJ Data Science

Article	Citations
Endogenous conflict and the limits of predictive optimization	79
Estimating work engagement from online chat tools	49
How floods may affect the spatial spread of respiratory pathogens: the case of Emilia-Romagna, Italy in May 2023	47
Impact of federated data with local differential privacy for human mobility modeling	40
Generative AI voting: fair collective choice is resilient to LLM biases and inconsistencies	36
Simulating conversations on social media with generative agent-based models	36
Does United Kingdom parliamentary attention follow social media posts?	34
Drivers of hate speech in political conversations on Twitter: the case of the 2022 Italian general election	33
Cognitive networks identify AI biases on societal issues in Large Language Models	29
The microvelocity of money in Ethereum	27
A hybrid stock prediction method based on periodic/non-periodic features analyses	26
Analyzing image-based political propaganda in referendum campaigns: from elements to strategies	23
Dream content discovery from social media using natural language processing	23
Origin and destination attachment: study of cultural integration on Twitter	22
Online advertisement in a pink-colored market	22
From crowdsourced data to policy design: monitoring and forecasting homeless tents	22
Assessing geographic polarisation in Britain’s digital landscape through stable dynamic embedding of spatial web data	22
Suspended accounts align with the Internet Research Agency misinformation campaign to influence the 2016 US election	22
Disentangling degree and tie strength heterogeneity in egocentric social networks	21
Which sport is becoming more predictable? A cross-discipline analysis of predictability in team sports	19
Assessing the impact of case correction methods on the fairness of COVID-19 predictive models	19
Quantifying polarization in online political discourse	18
Detecting coordinated and bot-like behavior in Twitter: the Jürgen Conings case	18
Human mobility reshaped? Deciphering the impacts of the Covid-19 pandemic on activity patterns, spatial habits, and schedule habits	17
On the duration of face-to-face contacts	15

Generating mobility networks with generative adversarial networks	15
Classifying social position with social media behavioral data	15
Mapping violence perceptions through YouTube comments: a new approach to real-time violence monitoring	14
Evaluating perceived built environment factors influencing children’s walking to school: an XGBoost–SHAP approach	14
Developing a hierarchical model for unraveling conspiracy theories	14
Multimedia, engagement, and diffusion in alternative online communities: evidence from Spanish telegram channels	14
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance	14
Multifaceted online coordinated behavior in the 2020 US presidential election	13
Adaptation of student behavioural routines during Covid-19: a multimodal approach	13
Understanding rhythmic structures, novelty, and influence in classical music from data	13
Science as exploration in a knowledge landscape: tracing hotspots or seeking opportunity?	13
Correction: Temporal network analysis using zigzag persistence	13
Computational social science is growing up: why puberty consists of embracing measurement validation, theory development, and open science practices	12
Evolution of sample-based music authorship network	12
Multi-source, multi-level: a hierarchical taxonomy-based framework for AI trends analysis	12
Critical computational social science	11
Conductance and influence-capital: modeling online social influence	11
Milgram’s experiment in the knowledge space: individual navigation strategies	11
Quantitative thematic diversification and evolution of classical science fiction in the public domain based on complex network analysis and natural language processing	11
Identifying the temporal dynamics of densification and sparsification in human contact networks	11
Academic support network reflects doctoral experience and productivity	11
Can Google Trends predict asylum-seekers’ destination choices?	11
Open data and quantitative techniques for anthropology of road traffic	11
The simpliciality of higher-order networks	11
News sharing on Twitter reveals emergent fragmentation of media agenda and persistent polarization	10
The Russian invasion of Ukraine selectively depolarized the Finnish NATO discussion on Twitter	10
Temporal patterns of reciprocity in communication networks	10
Misinformation is not about bad facts: an analysis of the production and consumption of fringe content	10
Learning to cluster urban areas: two competitive approaches and an empirical validation	10
Entropy-based text feature engineering approach for forecasting financial liquidity changes	10
A supervised system for curating browsing whitelists for individuals with cognitive disabilities under legal guardianship	10
Endogenous labour flow networks	9
Large scale analysis of gender bias and sexism in song lyrics	9
Keep your friends close, and your enemies closer: structural properties of negative relationships on Twitter	9
Integrating Large Language Models and knowledge graphs to capture political viewpoints in news media	9
Understanding the spatial and temporal impact of global events through large-scale social media data	9
Large-scale digital signatures of emotional response to the COVID-19 vaccination campaign	9
Engagement with political videos on TikTok during the 2025 German federal election	9
Forecasting patient flows with pandemic induced concept drift using explainable machine learning	9
Linking physical violence to women’s mobility in Chile	8
Detecting political biases of named entities and hashtags on Twitter	8
UTDRM: unsupervised method for training debunked-narrative retrieval models	8
Social media warfare: investigating human-bot engagement in English, Japanese and German during the Russo-Ukrainian war on Twitter and Reddit	8
When dialects collide: how socioeconomic mixing affects language use	8
Studying social networks in the age of computational social science	8
Uncovering large inconsistencies between machine learning derived gridded settlement datasets	8
Mapping language literacy at scale: a case study on Facebook	8
Connectivity and community structure of online and register-based social networks	8
Is it getting harder to make a hit? Evidence from 65 years of US music chart history	8
The dimensions of accessibility: proximity, opportunities, values	8

Design and analysis of tweet-based election models for the 2021 Mexican legislative election	7
Structural gender imbalances in ballet collaboration networks	7
Quantifying interdisciplinary synergy in higher STEM education	7
Analyzing user ideologies and shared news during the 2019 argentinian elections	7
Has Covid-19 permanently changed online purchasing behavior?	7
Personalisation and profiling using algorithms and not-so-popular Colombian music: goal-directed mechanisms in music emotion recognition	7
The right to audit and power asymmetries in algorithm auditing	7
Enhancing smart city crowd management through behavioral data-driven human-robot collaborative navigation	7
Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis	7
Charting mobility patterns in the scientific knowledge landscape	7
The global dissemination of COVID-19 through two coexisting international transmission patterns	7
Construction and analysis of corporate greenwashing index: a deep learning approach	7
Evaluating Twitter’s algorithmic amplification of low-credibility content: an observational study	7
The role of transport systems in housing insecurity: a mobility-based analysis	7
LEIA: Linguistic Embeddings for the Identification of Affect	7
The impact of playlist characteristics on coherence in user-curated music playlists	6
The impact of strong activity disruption on building energetics	6
Detection of anomalous spatio-temporal patterns of app traffic in response to catastrophic events	6
Large scale statistically validated comorbidity networks	6
Early warning signals for stock market crashes: empirical and analytical insights utilizing nonlinear methods	6
Forecasting faculty placement from patterns in coauthorship networks	6
Garbage in garbage out? Impacts of data quality on criminal network intervention	6
Remote sensing and GPS mobility reveal heat’s impact on human activity across diverse climates	6
Combining large language and deep learning models for media text classification to perform supply chain due diligence risk assessments	5
A new approach to estimate neighborhood socioeconomic status using supermarket transactions and GNNs	5
Multiple gravity laws for human mobility within cities	5
Unsupervised detection of coordinated information operations in the wild	5
Untangling pair synergy in the evolution of collaborative scientific impact	5
Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignation	5
Public perception of generative AI on Twitter: an empirical study based on occupation and usage	5
Quantifying participation biases on social media	5
Shift in house price estimates during COVID-19 reveals effect of crisis on collective speculation	5
Downscaling spatial interaction with socioeconomic attributes	5
Investigating the contribution of author- and publication-specific features to scholars’ h-index prediction	5
Quantifying the risk of pastoral conflict in 4 central African countries	5
Profile update: the effects of identity disclosure on network connections and language	5
Holistic approach to analysing debates on ecological sustainability over time on X	5
Comparison of home detection algorithms using smartphone GPS data	5
Enhancing short-term crime prediction with human mobility flows and deep learning architectures	4
Temporal network analysis using zigzag persistence	4
Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian cities	4
Disruptive transformation of artworks in master-disciple relationships: the case of Ukiyo-e artworks	4
Socioeconomic disparities in mobility behavior during the COVID-19 pandemic in developing countries	4
Modeling memory in time-respecting paths on temporal networks	4
Journalists are most likely to receive abuse: analysing online abuse of UK public figures across sport, politics, and journalism on Twitter	4
Predicting organized collective violence through hostile discourse in social media	4
Online interaction and identity cue adoption: a large-scale analysis of hashtag adoption on Twitter	4
Dual-input deep learning–based approach for propaganda narratives detection in a low-resource language: a case study in Lithuanian	4
Generating millions of transport scenarios from a large scale digital twin	4
Dynamics of algorithmic content amplification on TikTok	4
Unveiling the silent majority: stance detection and characterization of passive users on social media using collaborative filtering and graph convolutional networks	4
Price manipulation schemes of new crypto-tokens in decentralized exchanges	4
Citizen design science – towards generative and responsive cities	4
Cryptocurrency co-investment network: token returns reflect investment patterns	4
A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes	4
Higher-order structures of local collaboration networks are associated with individual scientific productivity	3
Computational reproducibility in computational social science	3
Computational approaches for cyber social threats	3
Correction to: Keep your friends close, and your enemies closer: structural properties of negative relationships on Twitter	3
Using word embeddings to analyse audience effects and individual differences in parenting Subreddits	3
Robustness of topological persistence in knowledge distillation for wearable sensor data	3
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach	3
The shock, the coping, the resilience: smartphone application use reveals Covid-19 lockdown effects on human behaviors	3
Can large language models generate novel scientific ideas? A comprehensive study on data-driven astronomy	3
Understanding the role of sentiment and emotion for predicting forced displacement	3
Bibliometric cartography of data science: a large-scale analysis on knowledge integration and diffusion	3
Assessing the complexity of a path search optimization method based on clustering for a transport graph	3
Comparing GPS and cell-based mobile phone data to identify activity participation during the COVID-19 pandemic	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
Computational social science with confidence	3
Designing transit routes based on vehicle routing behavior determined through location-based services data	3
Sensing labour mobility flows of cross-border urban regions using machine learning and geolocated social network data	3
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics	3
Temporal dynamics of emotions in Italian online soccer fandoms	3
Safe spaces or toxic places? Content moderation and social dynamics of online eating disorder communities	3
The geography of interest in international conversations on Twitter	3
Scaling law of real traffic jams under varying travel demand	3
Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems	3
Language and the use of law are predictive of judge gender and seniority	2
Longitudinal modularity, a modularity for link streams	2

Decentralised bottleneck prioritisation strategy for traffic flow improvement	2
Novel embeddings improve the prediction of risk perception	2
Towards agent-based-model informed neural networks	2
Correction: Impact and dynamics of hate and counter speech online	2
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls	2
Towards operational validation of LLM-agent social simulations: a replicated study of a Reddit-like technology forum	2
Twitter-MusicPD: melody of minds - navigating user-level data on multiple mental health disorders and music preferences	2
Concentration in governance control across decentralised finance protocols	2
Connective action and digital repression during China’s COVID-19 protests: a computational analysis of multilingual coordinated activity on Twitter	2
Deep learning approach to fractal surfaces: application to satellite images of urban areas	2
Auditing socio-demographic and cross-societal fairness in LLM-simulated public opinion	2
Human mobility prediction with causal and spatial-constrained multi-task network	2
Glitter or gold? Deriving structured insights from sustainability reports via large language models	2
Sustainability of Stack Exchange Q&A communities: the role of trust	2
Unsupervised detection of coordinated fake-follower campaigns on social media	2
Correlation and autocorrelation of data on complex networks	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
Addressing long-tailed distribution in judicial text for criminal motive classification: a balanced contrastive learning approach	2
Modeling the coevolution of relational events and relational states in social networks	2
Cross-scale overlapping community hiding via constrained graph adversarial training	2
Analyzing news engagement on Facebook: tracking ideological segregation and news quality in the Facebook URL dataset	2
Reaching the bubble may not be enough: news media role in online political polarization	2
Fusing content and social relationships: a multi-modal heterogeneous graph transformer approach for social bot detection	2
Quantifying digital habits	2
AGECovP: identifying ageism and analyzing COVID-19 discourse on older adults in YouTube	2
Measuring biases in AI-generated co-authorship networks	2
Stigmergic influence of simple bots on human cooperation in digital environments	2
Evolving demographics: a dynamic clustering approach to analyze residential segregation in Berlin	2