EPJ Data Science

Article	Citations
Does United Kingdom parliamentary attention follow social media posts?	56
Estimating work engagement from online chat tools	44
The microvelocity of money in Ethereum	35
Effective strategies for targeted attacks to the network of Cosa Nostra affiliates	33
A hybrid stock prediction method based on periodic/non-periodic features analyses	28
How floods may affect the spatial spread of respiratory pathogens: the case of Emilia-Romagna, Italy in May 2023	24
Drivers of hate speech in political conversations on Twitter: the case of the 2022 Italian general election	23
Simulating conversations on social media with generative agent-based models	23
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic	23
Endogenous conflict and the limits of predictive optimization	23
Analyzing image-based political propaganda in referendum campaigns: from elements to strategies	21
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	20
Which sport is becoming more predictable? A cross-discipline analysis of predictability in team sports	19
Origin and destination attachment: study of cultural integration on Twitter	19
Quantifying polarization in online political discourse	19
Disentangling degree and tie strength heterogeneity in egocentric social networks	19
A path-based approach to analyzing the global liner shipping network	18
Dream content discovery from social media using natural language processing	17
Detecting coordinated and bot-like behavior in Twitter: the Jürgen Conings case	16
Generating mobility networks with generative adversarial networks	16
On the duration of face-to-face contacts	16
Human mobility reshaped? Deciphering the impacts of the Covid-19 pandemic on activity patterns, spatial habits, and schedule habits	16
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance	15

Classifying social position with social media behavioral data	15
Developing a hierarchical model for unraveling conspiracy theories	15
Correction: Temporal network analysis using zigzag persistence	14
Identifying urban features for vulnerable road user safety in Europe	14
Adaptation of student behavioural routines during Covid-19: a multimodal approach	14
Companies under stress: the impact of shocks on the production network	14
Computational social science is growing up: why puberty consists of embracing measurement validation, theory development, and open science practices	13
Rhythm of the streets: a street classification framework based on street activity patterns	13
Understanding rhythmic structures, novelty, and influence in classical music from data	13
Analysis and classification of privacy-sensitive content in social media posts	13
Evolution of sample-based music authorship network	13
Science as exploration in a knowledge landscape: tracing hotspots or seeking opportunity?	12
Academic support network reflects doctoral experience and productivity	11
Multifaceted online coordinated behavior in the 2020 US presidential election	11
Identifying the temporal dynamics of densification and sparsification in human contact networks	11
Fair automated assessment of noncompliance in cargo ship networks	10
Entropy-based text feature engineering approach for forecasting financial liquidity changes	10
Critical computational social science	10
The simpliciality of higher-order networks	10
Open data and quantitative techniques for anthropology of road traffic	10
Milgram’s experiment in the knowledge space: individual navigation strategies	10
Can Google Trends predict asylum-seekers’ destination choices?	10
News sharing on Twitter reveals emergent fragmentation of media agenda and persistent polarization	9
Endogenous labour flow networks	9
Large scale analysis of gender bias and sexism in song lyrics	9
Temporal patterns of reciprocity in communication networks	9
The Russian invasion of Ukraine selectively depolarized the Finnish NATO discussion on Twitter	9
Misinformation is not about bad facts: an analysis of the production and consumption of fringe content	9
Learning to cluster urban areas: two competitive approaches and an empirical validation	8
Mapping language literacy at scale: a case study on Facebook	8
Social media warfare: investigating human-bot engagement in English, Japanese and German during the Russo-Ukrainian war on Twitter and Reddit	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
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
Forecasting patient flows with pandemic induced concept drift using explainable machine learning	7
When dialects collide: how socioeconomic mixing affects language use	7
UTDRM: unsupervised method for training debunked-narrative retrieval models	7
Tackling racial bias in automated online hate detection: Towards fair and accurate detection of hateful users with geometric deep learning	7
Is it getting harder to make a hit? Evidence from 65 years of US music chart history	7
Detecting political biases of named entities and hashtags on Twitter	7
Linking physical violence to women’s mobility in Chile	7
The right to audit and power asymmetries in algorithm auditing	7
Explaining human mobility predictions through a pattern matching algorithm	7
A new methodology to measure faultlines at scale leveraging digital traces	7
Design and analysis of tweet-based election models for the 2021 Mexican legislative election	7
LEIA: Linguistic Embeddings for the Identification of Affect	6
Personalisation and profiling using algorithms and not-so-popular Colombian music: goal-directed mechanisms in music emotion recognition	6
Evaluating Twitter’s algorithmic amplification of low-credibility content: an observational study	6
Early warning signals for stock market crashes: empirical and analytical insights utilizing nonlinear methods	6

Sweet tweets! Evaluating a new approach for probability-based sampling of Twitter	6
The role of transport systems in housing insecurity: a mobility-based analysis	6
Uncovering large inconsistencies between machine learning derived gridded settlement datasets	6
On the adoption of e-moped sharing systems	6
Construction and analysis of corporate greenwashing index: a deep learning approach	6
Consensus formation on heterogeneous networks	6
Analyzing user ideologies and shared news during the 2019 argentinian elections	6
Quantifying interdisciplinary synergy in higher STEM education	6
Measuring user engagement with low credibility media sources in a controversial online debate	6
Structural gender imbalances in ballet collaboration networks	6
Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis	6
Has Covid-19 permanently changed online purchasing behavior?	6
Charting mobility patterns in the scientific knowledge landscape	6
The impact of playlist characteristics on coherence in user-curated music playlists	5
Quantifying participation biases on social media	5
Profile update: the effects of identity disclosure on network connections and language	5
Corruption red flags in public procurement: new evidence from Italian calls for tenders	5
Multiple gravity laws for human mobility within cities	5
Garbage in garbage out? Impacts of data quality on criminal network intervention	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
Comparison of home detection algorithms using smartphone GPS data	5
Detection of anomalous spatio-temporal patterns of app traffic in response to catastrophic events	5
Investigating the contribution of author- and publication-specific features to scholars’ h-index prediction	5
A new approach to estimate neighborhood socioeconomic status using supermarket transactions and GNNs	5
Quantifying the risk of pastoral conflict in 4 central African countries	5
Public perception of generative AI on Twitter: an empirical study based on occupation and usage	4
Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian cities	4
Socioeconomic disparities in mobility behavior during the COVID-19 pandemic in developing countries	4
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics	4
A novel activity space approach to discover displacement patterns via mobile phone data: an analysis of the 2023 Türkiye-Syria earthquakes	4
Understanding China’s urban system evolution from web search index data	4
Journalists are most likely to receive abuse: analysing online abuse of UK public figures across sport, politics, and journalism on Twitter	4
Unveiling the silent majority: stance detection and characterization of passive users on social media using collaborative filtering and graph convolutional networks	4
Computational approaches for cyber social threats	4
The shock, the coping, the resilience: smartphone application use reveals Covid-19 lockdown effects on human behaviors	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
Shift in house price estimates during COVID-19 reveals effect of crisis on collective speculation	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
Computational reproducibility in computational social science	4
Downscaling spatial interaction with socioeconomic attributes	4
Temporal network analysis using zigzag persistence	4
Cryptocurrency co-investment network: token returns reflect investment patterns	4
Higher-order structures of local collaboration networks are associated with individual scientific productivity	3
Designing transit routes based on vehicle routing behavior determined through location-based services data	3
Safe spaces or toxic places? Content moderation and social dynamics of online eating disorder communities	3
A generative model for age and income distribution	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
Scaling law of real traffic jams under varying travel demand	3
Using word embeddings to analyse audience effects and individual differences in parenting Subreddits	3
Computational social science with confidence	3
Tainted ties: the structure and dynamics of corruption networks extracted from deferred prosecution agreements	3
Correction to: Keep your friends close, and your enemies closer: structural properties of negative relationships on Twitter	3
Allotaxonometry and rank-turbulence divergence: a universal instrument for comparing complex systems	3
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach	3
Impact and dynamics of hate and counter speech online	3
Fusing content and social relationships: a multi-modal heterogeneous graph transformer approach for social bot detection	3
Understanding the role of sentiment and emotion for predicting forced displacement	3
Exposure to parks through the lens of urban mobility	3
CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis	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
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
Language and the use of law are predictive of judge gender and seniority	2
The penumbra of open source: projects outside of centralized platforms are longer maintained, more academic and more collaborative	2
Correction to: Brexit and bots: characterizing the behaviour of automated accounts on Twitter during the UK election	2
Glitter or gold? Deriving structured insights from sustainability reports via large language models	2
The geometry of suspicious money laundering activities in financial networks	2
Sustainability of Stack Exchange Q&A communities: the role of trust	2
Analyzing news engagement on Facebook: tracking ideological segregation and news quality in the Facebook URL dataset	2
Academic failures and co-location social networks in campus	2
Keyword expansion techniques for mining social movement data on social media	2
Twitter-MusicPD: melody of minds - navigating user-level data on multiple mental health disorders and music preferences	2
A large scale study of reader interactions with images on Wikipedia	2
Measuring close proximity interactions in summer camps during the COVID-19 pandemic	2
Human mobility prediction with causal and spatial-constrained multi-task network	2
Reaching the bubble may not be enough: news media role in online political polarization	2

AGECovP: identifying ageism and analyzing COVID-19 discourse on older adults in YouTube	2
The geography of interest in international conversations on Twitter	2
Correction: Measuring user engagement with low credibility media sources in a controversial online debate	2
Understanding trends, patterns, and dynamics in global company acquisitions: a network perspective	2
Addressing long-tailed distribution in judicial text for criminal motive classification: a balanced contrastive learning approach	2
Novel embeddings improve the prediction of risk perception	2
Longitudinal modularity, a modularity for link streams	2
Modelling railway delay propagation as diffusion-like spreading	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
Unsupervised detection of coordinated fake-follower campaigns on social media	2
Quantifying digital habits	2
Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network	2