EPJ Data Science

Papers
(The median citation count of EPJ Data Science is 3. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-03-01 to 2024-03-01.)
ArticleCitations
Fake news propagates differently from real news even at early stages of spreading78
Hypernetwork science via high-order hypergraph walks66
Behaviours and attitudes in response to the COVID-19 pandemic: insights from a cross-national Facebook survey46
Success and luck in creative careers31
On the interplay between educational attainment and nutrition: a spatially-aware perspective31
Urban green space and happiness in developed countries29
Generalized word shift graphs: a method for visualizing and explaining pairwise comparisons between texts28
The growing amplification of social media: measuring temporal and social contagion dynamics for over 150 languages on Twitter for 2009–202027
Attention dynamics on the Chinese social media Sina Weibo during the COVID-19 pandemic27
Flow of online misinformation during the peak of the COVID-19 pandemic in Italy27
Quantifying the economic impact of disasters on businesses using human mobility data: a Bayesian causal inference approach26
Mapping socioeconomic indicators using social media advertising data25
Dark Web Marketplaces and COVID-19: before the vaccine25
Which politicians receive abuse? Four factors illuminated in the UK general election 201924
Support the underground: characteristics of beyond-mainstream music listeners22
Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi22
Segregated interactions in urban and online space21
The Butterfly “Affect”: impact of development practices on cryptocurrency prices21
Evaluation of home detection algorithms on mobile phone data using individual-level ground truth20
Susceptible-infected-spreading-based network embedding in static and temporal networks20
Modeling and predicting evacuation flows during hurricane Irma20
Efficient modeling of higher-order dependencies in networks: from algorithm to application for anomaly detection19
Economic outcomes predicted by diversity in cities19
Emotions in online rumor diffusion18
A multi-layer approach to disinformation detection in US and Italian news spreading on Twitter18
Characteristics of human mobility patterns revealed by high-frequency cell-phone position data17
Estimating tie strength in social networks using temporal communication data17
Analysing global professional gender gaps using LinkedIn advertising data14
Impact and dynamics of hate and counter speech online14
Scholarly migration within Mexico: analyzing internal migration among researchers using Scopus longitudinal bibliometric data13
On estimating the predictability of human mobility: the role of routine13
Understanding peace through the world news12
The impact of digital contact tracing on the SARS-CoV-2 pandemic—a comprehensive modelling study12
The rhythms of the night: increase in online night activity and emotional resilience during the spring 2020 Covid-19 lockdown11
Putting human behavior predictability in context11
Characterizing key agents in the cryptocurrency economy through blockchain transaction analysis11
Characterizing partisan political narrative frameworks about COVID-19 on Twitter11
The great divide: drivers of polarization in the US public11
Italian Twitter semantic network during the Covid-19 epidemic10
Generating mobility networks with generative adversarial networks9
Brexit and bots: characterizing the behaviour of automated accounts on Twitter during the UK election9
NodeSim: node similarity based network embedding for diverse link prediction9
Privacy preserving data visualizations9
Temporal social network reconstruction using wireless proximity sensors: model selection and consequences9
Unraveling the hidden organisation of urban systems and their mobility flows9
Russian propaganda on social media during the 2022 invasion of Ukraine9
Prediction of new scientific collaborations through multiplex networks9
Corruption red flags in public procurement: new evidence from Italian calls for tenders9
A data-driven approach for assessing biking safety in cities9
Linking Twitter and survey data: asymmetry in quantity and its impact8
The dynamics of faculty hiring networks8
Challenges when identifying migration from geo-located Twitter data8
Understanding vehicular routing behavior with location-based service data8
Early detection of influenza outbreak using time derivative of incidence8
Modeling international mobility using roaming cell phone traces during COVID-19 pandemic8
Temporal network analysis using zigzag persistence7
Measuring sustainable tourism with online platform data7
Inferring psychological traits from spending categories and dynamic consumption patterns7
Estimating community feedback effect on topic choice in social media with predictive modeling7
Finding disease outbreak locations from human mobility data7
Comparative analysis of layered structures in empirical investor networks and cellphone communication networks7
Enhancing short-term crime prediction with human mobility flows and deep learning architectures7
In search of art: rapid estimates of gallery and museum visits using Google Trends7
Predictive modeling to study lifestyle politics with Facebook likes7
Effective strategies for targeted attacks to the network of Cosa Nostra affiliates7
Predicting subjective well-being in a high-risk sample of Russian mental health app users6
Has Covid-19 permanently changed online purchasing behavior?6
Identifying urban features for vulnerable road user safety in Europe6
A profile-based sentiment-aware approach for depression detection in social media6
A weighted travel time index based on data from Uber Movement6
A global-scale analysis of the sharing economy model – an AirBnB case study6
Uncovering the fragility of large-scale engineering projects6
The effect of anti-money laundering policies: an empirical network analysis6
Internal migration and mobile communication patterns among pairs with strong ties6
Measuring and mitigating behavioural segregation using Call Detail Records6
An end-to-end statistical process with mobile network data for official statistics6
Estimating educational outcomes from students’ short texts on social media6
Multilayer networks for text analysis with multiple data types6
Understanding China’s urban system evolution from web search index data5
Rhythm of the streets: a street classification framework based on street activity patterns5
A new set of cluster driven composite development indicators5
Public debate in the media matters: evidence from the European refugee crisis5
Socioeconomic biases in urban mixing patterns of US metropolitan areas5
Consensus formation on heterogeneous networks5
Measuring user engagement with low credibility media sources in a controversial online debate5
Complex decision-making strategies in a stock market experiment explained as the combination of few simple strategies5
Spatiotemporal distributions of population in Seoul: joint influence of ridership and accessibility of the subway system5
Evolution of the political opinion landscape during electoral periods5
A generative model for age and income distribution5
Origin and destination attachment: study of cultural integration on Twitter5
The penumbra of open source: projects outside of centralized platforms are longer maintained, more academic and more collaborative4
Compression ensembles quantify aesthetic complexity and the evolution of visual art4
Measuring the effect of node aggregation on community detection4
Extracting complements and substitutes from sales data: a network perspective4
Tackling racial bias in automated online hate detection: Towards fair and accurate detection of hateful users with geometric deep learning4
Measuring close proximity interactions in summer camps during the COVID-19 pandemic4
Predicting partially observed processes on temporal networks by Dynamics-Aware Node Embeddings (DyANE)4
Analysis and classification of privacy-sensitive content in social media posts4
Academic failures and co-location social networks in campus4
Keyword expansion techniques for mining social movement data on social media4
Money flow network among firms’ accounts in a regional bank of Japan4
Reaching the bubble may not be enough: news media role in online political polarization4
Imagine a Walkable City: Physical activity and urban imageability across 19 major cities4
Digital traces of brain drain: developers during the Russian invasion of Ukraine4
Socially disruptive periods and topics from information-theoretical analysis of judicial decisions3
A large scale study of reader interactions with images on Wikipedia3
Companies under stress: the impact of shocks on the production network3
Human biases in body measurement estimation3
Forecasting patient flows with pandemic induced concept drift using explainable machine learning3
Large scale analysis of gender bias and sexism in song lyrics3
Differences in collaboration structures and impact among prominent researchers in Europe and North America3
Enriching feature engineering for short text samples by language time series analysis3
Scaling of urban amenities: generative statistics and implications for urban planning3
Evaluating structural edge importance in temporal networks3
Practices of public procurement and the risk of corrupt behavior before and after the government transition in México3
CORAL: COde RepresentAtion learning with weakly-supervised transformers for analyzing data analysis3
Evaluating the construct validity of text embeddings with application to survey questions3
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