EPJ Data Science

Article	Citations
Does United Kingdom parliamentary attention follow social media posts?	56
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic	47
The microvelocity of money in Ethereum	39
Simulating conversations on social media with generative agent-based models	34
Endogenous conflict and the limits of predictive optimization	28
How floods may affect the spatial spread of respiratory pathogens: the case of Emilia-Romagna, Italy in May 2023	26
Effective strategies for targeted attacks to the network of Cosa Nostra affiliates	25
Cognitive networks identify AI biases on societal issues in Large Language Models	25
Estimating work engagement from online chat tools	24
A hybrid stock prediction method based on periodic/non-periodic features analyses	23
Drivers of hate speech in political conversations on Twitter: the case of the 2022 Italian general election	23
Detecting coordinated and bot-like behavior in Twitter: the Jürgen Conings case	22
Human mobility reshaped? Deciphering the impacts of the Covid-19 pandemic on activity patterns, spatial habits, and schedule habits	22
Analyzing image-based political propaganda in referendum campaigns: from elements to strategies	20
Suspended accounts align with the Internet Research Agency misinformation campaign to influence the 2016 US election	19
Online advertisement in a pink-colored market	19
Disentangling degree and tie strength heterogeneity in egocentric social networks	19
Assessing geographic polarisation in Britain’s digital landscape through stable dynamic embedding of spatial web data	19
Origin and destination attachment: study of cultural integration on Twitter	18
Quantifying polarization in online political discourse	18
Dream content discovery from social media using natural language processing	18
A path-based approach to analyzing the global liner shipping network	18
Which sport is becoming more predictable? A cross-discipline analysis of predictability in team sports	18
Generating mobility networks with generative adversarial networks	17
Classifying social position with social media behavioral data	16

On the duration of face-to-face contacts	16
Leveraging WiFi network logs to infer student collocation and its relationship with academic performance	16
Evolution of sample-based music authorship network	15
Developing a hierarchical model for unraveling conspiracy theories	15
Correction: Temporal network analysis using zigzag persistence	15
Identifying urban features for vulnerable road user safety in Europe	15
Academic support network reflects doctoral experience and productivity	14
Science as exploration in a knowledge landscape: tracing hotspots or seeking opportunity?	14
Understanding rhythmic structures, novelty, and influence in classical music from data	14
Rhythm of the streets: a street classification framework based on street activity patterns	13
Analysis and classification of privacy-sensitive content in social media posts	13
Adaptation of student behavioural routines during Covid-19: a multimodal approach	12
Multifaceted online coordinated behavior in the 2020 US presidential election	12
Identifying the temporal dynamics of densification and sparsification in human contact networks	11
Fair automated assessment of noncompliance in cargo ship networks	11
Computational social science is growing up: why puberty consists of embracing measurement validation, theory development, and open science practices	11
Open data and quantitative techniques for anthropology of road traffic	11
Critical computational social science	10
The simpliciality of higher-order networks	10
Misinformation is not about bad facts: an analysis of the production and consumption of fringe content	10
Endogenous labour flow networks	10
Milgram’s experiment in the knowledge space: individual navigation strategies	10
Entropy-based text feature engineering approach for forecasting financial liquidity changes	10
The Russian invasion of Ukraine selectively depolarized the Finnish NATO discussion on Twitter	10
Can Google Trends predict asylum-seekers’ destination choices?	10
Learning to cluster urban areas: two competitive approaches and an empirical validation	10
News sharing on Twitter reveals emergent fragmentation of media agenda and persistent polarization	10
Temporal patterns of reciprocity in communication networks	9
Large scale analysis of gender bias and sexism in song lyrics	9
Detecting political biases of named entities and hashtags on Twitter	8
A new methodology to measure faultlines at scale leveraging digital traces	8
Explaining human mobility predictions through a pattern matching algorithm	8
Large-scale digital signatures of emotional response to the COVID-19 vaccination campaign	8
Mapping language literacy at scale: a case study on Facebook	8
UTDRM: unsupervised method for training debunked-narrative retrieval models	8
Studying social networks in the age of computational social science	8
Social media warfare: investigating human-bot engagement in English, Japanese and German during the Russo-Ukrainian war on Twitter and Reddit	8
Is it getting harder to make a hit? Evidence from 65 years of US music chart history	8
Connectivity and community structure of online and register-based social networks	7
Measuring user engagement with low credibility media sources in a controversial online debate	7
Structural gender imbalances in ballet collaboration networks	7
Tackling racial bias in automated online hate detection: Towards fair and accurate detection of hateful users with geometric deep learning	7
Linking physical violence to women’s mobility in Chile	7
When dialects collide: how socioeconomic mixing affects language use	7
Personalisation and profiling using algorithms and not-so-popular Colombian music: goal-directed mechanisms in music emotion recognition	7
LEIA: Linguistic Embeddings for the Identification of Affect	7
Keep your friends close, and your enemies closer: structural properties of negative relationships on Twitter	7
Design and analysis of tweet-based election models for the 2021 Mexican legislative election	7
The right to audit and power asymmetries in algorithm auditing	7
Uncovering large inconsistencies between machine learning derived gridded settlement datasets	7

Forecasting patient flows with pandemic induced concept drift using explainable machine learning	7
Sweet tweets! Evaluating a new approach for probability-based sampling of Twitter	6
On the adoption of e-moped sharing systems	6
Spatio-temporal changes in racial segregation and diversity in large US cities from 1990 to 2020: a visual data analysis	6
Quantifying interdisciplinary synergy in higher STEM education	6
The impact of playlist characteristics on coherence in user-curated music playlists	6
Garbage in garbage out? Impacts of data quality on criminal network intervention	6
Construction and analysis of corporate greenwashing index: a deep learning approach	6
Consensus formation on heterogeneous networks	6
Has Covid-19 permanently changed online purchasing behavior?	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
Evaluating Twitter’s algorithmic amplification of low-credibility content: an observational study	6
The role of transport systems in housing insecurity: a mobility-based analysis	6
Analyzing user ideologies and shared news during the 2019 argentinian elections	6
Early warning signals for stock market crashes: empirical and analytical insights utilizing nonlinear methods	6
Mental health concerns precede quits: shifts in the work discourse during the Covid-19 pandemic and great resignation	6
A new approach to estimate neighborhood socioeconomic status using supermarket transactions and GNNs	5
Comparison of home detection algorithms using smartphone GPS data	5
Journalists are most likely to receive abuse: analysing online abuse of UK public figures across sport, politics, and journalism on Twitter	5
Quantifying participation biases on social media	5
Multiple gravity laws for human mobility within cities	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	5
Socioeconomic disparities in mobility behavior during the COVID-19 pandemic in developing countries	5
Investigating the contribution of author- and publication-specific features to scholars’ h-index prediction	5
Unsupervised detection of coordinated information operations in the wild	5
Understanding China’s urban system evolution from web search index data	5
Shift in house price estimates during COVID-19 reveals effect of crisis on collective speculation	5
Corruption red flags in public procurement: new evidence from Italian calls for tenders	5
Profile update: the effects of identity disclosure on network connections and language	5
Cryptocurrency co-investment network: token returns reflect investment patterns	4
Using mobile money data and call detail records to explore the risks of urban migration in Tanzania	4
Holistic approach to analysing debates on ecological sustainability over time on X	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
Designing transit routes based on vehicle routing behavior determined through location-based services data	4
Exposure to parks through the lens of urban mobility	4
Temporal network analysis using zigzag persistence	4
Untangling pair synergy in the evolution of collaborative scientific impact	4
Unveiling the silent majority: stance detection and characterization of passive users on social media using collaborative filtering and graph convolutional networks	4
Predicting organized collective violence through hostile discourse in social media	4
Price manipulation schemes of new crypto-tokens in decentralized exchanges	4
Understanding the role of sentiment and emotion for predicting forced displacement	4
Higher-order structures of local collaboration networks are associated with individual scientific productivity	4
Downscaling spatial interaction with socioeconomic attributes	4
Enhancing short-term crime prediction with human mobility flows and deep learning architectures	4
Identifying latent activity behaviors and lifestyles using mobility data to describe urban dynamics	4
The shock, the coping, the resilience: smartphone application use reveals Covid-19 lockdown effects on human behaviors	4
Computational reproducibility in computational social science	4
Tainted ties: the structure and dynamics of corruption networks extracted from deferred prosecution agreements	4
Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Brazilian cities	4
Fusing content and social relationships: a multi-modal heterogeneous graph transformer approach for social bot detection	3
Sustainability of Stack Exchange Q&A communities: the role of trust	3
Assessing the complexity of a path search optimization method based on clustering for a transport graph	3
CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis	3
Using word embeddings to analyse audience effects and individual differences in parenting Subreddits	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
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
Correction: Impact and dynamics of hate and counter speech online	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
A generative model for age and income distribution	3
Impact and dynamics of hate and counter speech online	3
Scaling law of real traffic jams under varying travel demand	3
The geometry of suspicious money laundering activities in financial networks	3
The geography of interest in international conversations on Twitter	3
Safe spaces or toxic places? Content moderation and social dynamics of online eating disorder communities	3
Computational social science with confidence	3
Leveraging augmentation techniques for tasks with unbalancedness within the financial domain: a two-level ensemble approach	3
Bibliometric cartography of data science: a large-scale analysis on knowledge integration and diffusion	3
Human mobility prediction with causal and spatial-constrained multi-task network	2
Longitudinal modularity, a modularity for link streams	2
Language and the use of law are predictive of judge gender and seniority	2
Twitter-MusicPD: melody of minds - navigating user-level data on multiple mental health disorders and music preferences	2
Novel embeddings improve the prediction of risk perception	2
The penumbra of open source: projects outside of centralized platforms are longer maintained, more academic and more collaborative	2
AGECovP: identifying ageism and analyzing COVID-19 discourse on older adults in YouTube	2
Exposing influence campaigns in the age of LLMs: a behavioral-based AI approach to detecting state-sponsored trolls	2

Reaching the bubble may not be enough: news media role in online political polarization	2
Analyzing news engagement on Facebook: tracking ideological segregation and news quality in the Facebook URL dataset	2
Evaluating the construct validity of text embeddings with application to survey questions	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
Quantifying digital habits	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
A large scale study of reader interactions with images on Wikipedia	2
Modelling railway delay propagation as diffusion-like spreading	2
Academic failures and co-location social networks in campus	2
Keyword expansion techniques for mining social movement data on social media	2
Spatial distribution of solar PV deployment: an application of the region-based convolutional neural network	2
Concentration in governance control across decentralised finance protocols	2
Unsupervised detection of coordinated fake-follower campaigns on social media	2
Measuring close proximity interactions in summer camps during the COVID-19 pandemic	2