EPJ Data Science

Article	Citations
Does United Kingdom parliamentary attention follow social media posts?	69
The microvelocity of money in Ethereum	44
A hybrid stock prediction method based on periodic/non-periodic features analyses	34
How floods may affect the spatial spread of respiratory pathogens: the case of Emilia-Romagna, Italy in May 2023	33
Impact of federated data with local differential privacy for human mobility modeling	32
Endogenous conflict and the limits of predictive optimization	31
Simulating conversations on social media with generative agent-based models	31
Cognitive networks identify AI biases on societal issues in Large Language Models	29
Estimating work engagement from online chat tools	25
Drivers of hate speech in political conversations on Twitter: the case of the 2022 Italian general election	24
Generative AI voting: fair collective choice is resilient to LLM biases and inconsistencies	23
Analyzing image-based political propaganda in referendum campaigns: from elements to strategies	23
Detecting coordinated and bot-like behavior in Twitter: the Jürgen Conings case	22
Origin and destination attachment: study of cultural integration on Twitter	20
Suspended accounts align with the Internet Research Agency misinformation campaign to influence the 2016 US election	20
Online advertisement in a pink-colored market	20
Assessing geographic polarisation in Britain’s digital landscape through stable dynamic embedding of spatial web data	19
Disentangling degree and tie strength heterogeneity in egocentric social networks	19
Which sport is becoming more predictable? A cross-discipline analysis of predictability in team sports	19
Dream content discovery from social media using natural language processing	18
Human mobility reshaped? Deciphering the impacts of the Covid-19 pandemic on activity patterns, spatial habits, and schedule habits	17
From crowdsourced data to policy design: monitoring and forecasting homeless tents	17
Assessing the impact of case correction methods on the fairness of COVID-19 predictive models	17
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
Generating mobility networks with generative adversarial networks	16
Mapping violence perceptions through YouTube comments: a new approach to real-time violence monitoring	16
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance	14
Understanding rhythmic structures, novelty, and influence in classical music from data	14
Developing a hierarchical model for unraveling conspiracy theories	14
Science as exploration in a knowledge landscape: tracing hotspots or seeking opportunity?	13
Multifaceted online coordinated behavior in the 2020 US presidential election	13
Correction: Temporal network analysis using zigzag persistence	13
Rhythm of the streets: a street classification framework based on street activity patterns	13
Academic support network reflects doctoral experience and productivity	13
Adaptation of student behavioural routines during Covid-19: a multimodal approach	12
Computational social science is growing up: why puberty consists of embracing measurement validation, theory development, and open science practices	12
Conductance and influence-capital: modeling online social influence	11
Open data and quantitative techniques for anthropology of road traffic	11
Milgram’s experiment in the knowledge space: individual navigation strategies	11
Identifying the temporal dynamics of densification and sparsification in human contact networks	11
Evolution of sample-based music authorship network	11
Can Google Trends predict asylum-seekers’ destination choices?	11
Entropy-based text feature engineering approach for forecasting financial liquidity changes	10
The simpliciality of higher-order networks	10
Learning to cluster urban areas: two competitive approaches and an empirical validation	10
Critical computational social science	10
The Russian invasion of Ukraine selectively depolarized the Finnish NATO discussion on Twitter	10
Endogenous labour flow networks	10
Temporal patterns of reciprocity in communication networks	9
Quantitative thematic diversification and evolution of classical science fiction in the public domain based on complex network analysis and natural language processing	9
Engagement with political videos on TikTok during the 2025 German federal election	9
A supervised system for curating browsing whitelists for individuals with cognitive disabilities under legal guardianship	9
Misinformation is not about bad facts: an analysis of the production and consumption of fringe content	9
News sharing on Twitter reveals emergent fragmentation of media agenda and persistent polarization	9
Detecting political biases of named entities and hashtags on Twitter	8
Studying social networks in the age of computational social science	8
Large-scale digital signatures of emotional response to the COVID-19 vaccination campaign	8
Is it getting harder to make a hit? Evidence from 65 years of US music chart history	8
Keep your friends close, and your enemies closer: structural properties of negative relationships on Twitter	8
Mapping language literacy at scale: a case study on Facebook	8
A new methodology to measure faultlines at scale leveraging digital traces	8
Large scale analysis of gender bias and sexism in song lyrics	8
Forecasting patient flows with pandemic induced concept drift using explainable machine learning	7
Linking physical violence to women’s mobility in Chile	7
Connectivity and community structure of online and register-based social networks	7
The right to audit and power asymmetries in algorithm auditing	7
Construction and analysis of corporate greenwashing index: a deep learning approach	7
The dimensions of accessibility: proximity, opportunities, values	7
Explaining human mobility predictions through a pattern matching algorithm	7
Understanding the spatial and temporal impact of global events through large-scale social media data	7
Design and analysis of tweet-based election models for the 2021 Mexican legislative election	7
The global dissemination of COVID-19 through two coexisting international transmission patterns	7
Quantifying interdisciplinary synergy in higher STEM education	7

Personalisation and profiling using algorithms and not-so-popular Colombian music: goal-directed mechanisms in music emotion recognition	7
Social media warfare: investigating human-bot engagement in English, Japanese and German during the Russo-Ukrainian war on Twitter and Reddit	7
UTDRM: unsupervised method for training debunked-narrative retrieval models	7
When dialects collide: how socioeconomic mixing affects language use	7
Structural gender imbalances in ballet collaboration networks	7
Evaluating Twitter’s algorithmic amplification of low-credibility content: an observational study	7
Uncovering large inconsistencies between machine learning derived gridded settlement datasets	7
Consensus formation on heterogeneous networks	6
Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis	6
Combining large language and deep learning models for media text classification to perform supply chain due diligence risk assessments	6
Measuring user engagement with low credibility media sources in a controversial online debate	6
LEIA: Linguistic Embeddings for the Identification of Affect	6
Has Covid-19 permanently changed online purchasing behavior?	6
Remote sensing and GPS mobility reveal heat’s impact on human activity across diverse climates	6
Early warning signals for stock market crashes: empirical and analytical insights utilizing nonlinear methods	6
On the adoption of e-moped sharing systems	6
The role of transport systems in housing insecurity: a mobility-based analysis	6
Detection of anomalous spatio-temporal patterns of app traffic in response to catastrophic events	6
Charting mobility patterns in the scientific knowledge landscape	6
Analyzing user ideologies and shared news during the 2019 argentinian elections	6
Enhancing smart city crowd management through behavioral data-driven human-robot collaborative navigation	6
Garbage in garbage out? Impacts of data quality on criminal network intervention	5
Forecasting faculty placement from patterns in coauthorship networks	5
A new approach to estimate neighborhood socioeconomic status using supermarket transactions and GNNs	5
Unsupervised detection of coordinated information operations in the wild	5
Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignation	5
Quantifying participation biases on social media	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
The impact of playlist characteristics on coherence in user-curated music playlists	5
Large scale statistically validated comorbidity networks	5
Multiple gravity laws for human mobility within cities	5
Public perception of generative AI on Twitter: an empirical study based on occupation and usage	5
Comparison of home detection algorithms using smartphone GPS data	5
Downscaling spatial interaction with socioeconomic attributes	4
Journalists are most likely to receive abuse: analysing online abuse of UK public figures across sport, politics, and journalism on Twitter	4
A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes	4
Computational approaches for cyber social threats	4
Cryptocurrency co-investment network: token returns reflect investment patterns	4
Untangling pair synergy in the evolution of collaborative scientific impact	4
Holistic approach to analysing debates on ecological sustainability over time on X	4
Generating millions of transport scenarios from a large scale digital twin	4
Enhancing short-term crime prediction with human mobility flows and deep learning architectures	4
Predicting organized collective violence through hostile discourse in social media	4
Unveiling the silent majority: stance detection and characterization of passive users on social media using collaborative filtering and graph convolutional networks	4
Using mobile money data and call detail records to explore the risks of urban migration in Tanzania	4
Temporal network analysis using zigzag persistence	4
Socioeconomic disparities in mobility behavior during the COVID-19 pandemic in developing countries	4
Dynamics of algorithmic content amplification on TikTok	4
Citizen design science – towards generative and responsive cities	4
Shift in house price estimates during COVID-19 reveals effect of crisis on collective speculation	4
Online interaction and identity cue adoption: a large-scale analysis of hashtag adoption on Twitter	3
Dual-input deep learning–based approach for propaganda narratives detection in a low-resource language: a case study in Lithuanian	3
Understanding the role of sentiment and emotion for predicting forced displacement	3
Designing transit routes based on vehicle routing behavior determined through location-based services data	3
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach	3
Exposure to parks through the lens of urban mobility	3
The shock, the coping, the resilience: smartphone application use reveals Covid-19 lockdown effects on human behaviors	3
Price manipulation schemes of new crypto-tokens in decentralized exchanges	3
Disruptive transformation of artworks in master-disciple relationships: the case of Ukiyo-e artworks	3
Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems	3
Temporal dynamics of emotions in Italian online soccer fandoms	3
Using word embeddings to analyse audience effects and individual differences in parenting Subreddits	3
Computational reproducibility in computational social science	3
Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian cities	3
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics	3
Higher-order structures of local collaboration networks are associated with individual scientific productivity	3
Correction to: Keep your friends close, and your enemies closer: structural properties of negative relationships on Twitter	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
Addressing long-tailed distribution in judicial text for criminal motive classification: a balanced contrastive learning approach	2
Quantifying digital habits	2
Analyzing news engagement on Facebook: tracking ideological segregation and news quality in the Facebook URL dataset	2
Unsupervised detection of coordinated fake-follower campaigns on social media	2
Reaching the bubble may not be enough: news media role in online political polarization	2
Scaling law of real traffic jams under varying travel demand	2
Sustainability of Stack Exchange Q&A communities: the role of trust	2
Bibliometric cartography of data science: a large-scale analysis on knowledge integration and diffusion	2
Correction: Impact and dynamics of hate and counter speech online	2
Human mobility prediction with causal and spatial-constrained multi-task network	2

Understanding trends, patterns, and dynamics in global company acquisitions: a network perspective	2
Connective action and digital repression during China’s COVID-19 protests: a computational analysis of multilingual coordinated activity on Twitter	2
Language and the use of law are predictive of judge gender and seniority	2
Novel embeddings improve the prediction of risk perception	2
AGECovP: identifying ageism and analyzing COVID-19 discourse on older adults in YouTube	2
Comparing GPS and cell-based mobile phone data to identify activity participation during the COVID-19 pandemic	2
Glitter or gold? Deriving structured insights from sustainability reports via large language models	2
Safe spaces or toxic places? Content moderation and social dynamics of online eating disorder communities	2
Assessing the complexity of a path search optimization method based on clustering for a transport graph	2
Modelling railway delay propagation as diffusion-like spreading	2
Towards agent-based-model informed neural networks	2
Concentration in governance control across decentralised finance protocols	2
Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network	2
Stigmergic influence of simple bots on human cooperation in digital environments	2
Longitudinal modularity, a modularity for link streams	2
Cross-scale overlapping community hiding via constrained graph adversarial training	2
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls	2
Fusing content and social relationships: a multi-modal heterogeneous graph transformer approach for social bot detection	2
Robustness of topological persistence in knowledge distillation for wearable sensor data	2
Computational social science with confidence	2
The geography of interest in international conversations on Twitter	2
Decentralised bottleneck prioritisation strategy for traffic flow improvement	2
Keyword expansion techniques for mining social movement data on social media	2