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Content

November 2025, Volume 10, Issue 11

1-7 Groundwater Table Depth Monitoring Dataset (2023–2025) from an Extracted Kaigu Peatland Section in Central Latvia
by Normunds Stivrins & Jānis Bikše & Sabina Alta & Inga Grinfelde
1-7 Small Samples’ Permille Cramér–Von Mises Statistic Critical Values for Continuous Distributions as Functions of Sample Size
by Lorentz Jäntschi
1-10 ncPick : A Lightweight Toolkit for Extracting, Analyzing, and Visualizing ECMWF ERA5 NetCDF Data
by Sreten Jevremović & Filip Arnaut & Aleksandra Kolarski & Vladimir A. Srećković
1-11 Electroencephalography Dataset of Young Drivers and Non-Drivers Under Visual and Auditory Distraction Using a Go/No-Go Paradigm
by Yasmany García-Ramírez & Luis Gordillo & Brian Pereira
1-11 Survey Data on the Knowledge, Attitudes, and Practices of Patients Attending the Diabetes Control Program in a Network of Health Institutions in Cali, Colombia
by Janeth Gil-Forero & Luis Felipe Ramírez-Otero & Naydú Acosta-Ramírez & Gloria Anais Tunubala-Ipia
1-11 A Thirty-Day Dataset of Malicious HTTP Requests Blocked by OWASP ModSecurity on a Production Web Server
by Geza Lucz & Bertalan Forstner
1-13 CBIS-DDSM-R: A Curated Radiomic Feature Dataset for Breast Cancer Classification
by Erika Sánchez-Femat & Carlos E. Galván-Tejada & Jorge I. Galván-Tejada & Hamurabi Gamboa-Rosales & Huizilopoztli Luna-García & Luis Alberto Flores-Chaires & Javier Saldívar-Pérez & Rafael Reveles-Martínez & José M. Celaya-Padilla
1-13 Photodissociation Processes Involving the SiH + Molecular Ion: New Datasets for Modeling
by V. A. Srećković & H. Delibašić-Marković & L. M. Ignjatović & V. Petrović & V. Vujčić
1-13 Sampling the Darcy Friction Factor Using Halton, Hammersley, Sobol, and Korobov Sequences: Data Points from the Colebrook Relation
by Dejan Brkić & Marko Milošević
1-16 Increasing the Usability of the American Time Use Survey: IPUMS ATUS
by Kari C. W. Williams & Sarah M. Flood & Liana C. Sayer & Julia A. Rivera Drew
1-16 A Data-Driven Analysis of Cognitive Learning and Illusion Effects in University Mathematics
by Rodolfo Bojorque & Fernando Moscoso & Miguel Arcos-Argudo & Fernando Pesántez
1-19 Perspectives on Research and Personalized Healthcare in the Context of Federated FAIR Data Based on an Exploratory Study by Medical Researchers
by Elena Poenaru & Monica Dugăeşescu & Călin Poenaru & Iulia Andrei-Bitere & Livia-Cristiana Băicoianu-Niţescu & Traian-Vasile Constantin & Aurelian Zugravu & Brandusa Bitel & Maria Magdalena Constantin & Smaranda Stoleru
1-22 NutritionVerse3D2D: Large 3D Object and 2D Image Food Dataset for Dietary Intake Estimation
by Chi-en Amy Tai & Matthew Keller & Saeejith Nair & Yuhao Chen & Yifan Wu & Olivia Markham & Krish Parmar & Pengcheng Xi & Alexander Wong
1-22 Building Data Literacy for Sustainable Development: A Framework for Effective Training
by Raed A. T. Said & Kassim S. Mwitondi & Leila Benseddik & Laroussi Chemlali
1-26 Machine and Deep Learning Framework for Sargassum Detection and Fractional Cover Estimation Using Multi-Sensor Satellite Imagery
by José Manuel Echevarría-Rubio & Guillermo Martínez-Flores & Rubén Antelmo Morales-Pérez
1-26 A Mexican Enhanced Dataset of Pollutant Releases and Transfers (2004 to 2022) with IARC Cancer Classifications
by Hugo G. Reyes-Anastacio & Ivan Lopez-Arevalo & Jose L. Gonzalez-Compean & Melesio Crespo-Sanchez & Jaqueline Calderon & Heriberto Aguirre-Meneses
1-29 Resilience of Scientific Collaboration Networks in Young Universities Based on Bibliometric and Network Analysis
by Oleksandr Kuchanskyi & Yurii Andrashko & Andrii Biloshchytskyi & Aidos Mukhatayev & Svitlana Biloshchytska & Firuza Numanova
1-35 Big Data Sharing: A Comprehensive Survey
by Shan Jiang

October 2025, Volume 10, Issue 11

1-12 Toward Responsible AI in High-Stakes Domains: A Dataset for Building Static Analysis with LLMs in Structural Engineering
by Carlos Avila & Daniel Ilbay & Paola Tapia & David Rivera
1-14 Electrical Measurement Dataset from a University Laboratory for Smart Energy Applications
by Sergio D. Saldarriaga-Zuluaga & José Ricardo Velasco-Méndez & Carlos Mario Moreno-Paniagua & Bayron Alvarez-Arboleda & Sergio Andres Estrada-Mesa
1-19 Web Scraping Chilean News Media: A Dataset for Analyzing Social Unrest Coverage (2019–2023)
by Ignacio Molina & José Morales & Brian Keith
1-27 A Database of High-Resolution Meteorological Drought Comprehensive Index Across China for the 1951–2022 Period
by Xijia Zhou & Mingwei Zhang & Guicai Li & Yuanyuan Wang & Zhaodi Guo
1-28 Multi-Aspect Sentiment Classification of Arabic Tourism Reviews Using BERT and Classical Machine Learning
by Samar Zaid & Amal Hamed Alharbi & Halima Samra
1-31 From Offloading to Engagement: An Experimental Study on Structured Prompting and Critical Reasoning with Generative AI
by Michael Gerlich
1-55 Method for Detecting Low-Intensity DDoS Attacks Based on a Combined Neural Network and Its Application in Law Enforcement Activities
by Serhii Vladov & Oksana Mulesa & Victoria Vysotska & Petro Horvat & Nataliia Paziura & Oleksandra Kolobylina & Oleh Mieshkov & Oleksandr Ilnytskyi & Oleh Koropatov

September 2025, Volume 10, Issue 10

1-10 In Situ Monitoring and Bioluminescence Kinetics of Pseudomonas fluorescens M3A Bioluminescent Reporter with Bacteriophage ΦS1
by Phillip R. Myer & Pankaj Bhatt & Halis Simsek & Bruce M. Applegate
1-10 A Multi-Class Labeled Ionospheric Dataset for Machine Learning Anomaly Detection
by Aleksandra Kolarski & Filip Arnaut & Sreten Jevremović & Zoran R. Mijić & Vladimir A. Srećković
1-12 A Dataset of Environmental Toxins for Water Monitoring in Coastal Waters of Southern Centre, Vietnam: Case of Nha Trang Bay
by Hoang Xuan Ben & Tran Cong Thinh & Phan Minh-Thu
1-17 Sliding Performance Evaluation with Machine Learning-Based Trajectory Analysis for Skeleton
by Ting Yu & Zhen Peng & Zining Wang & Weiya Chen & Bo Huo
1-18 Digital Accessibility of Solar Energy Variability Through Short-Term Measurements: Data Descriptor
by Fernando Venâncio Mucomole & Carlos Augusto Santos Silva & Lourenço Lázaro Magaia
1-20 Automated Test Generation Using Large Language Models
by Marcin Andrzejewski & Nina Dubicka & Jędrzej Podolak & Marek Kowal & Jakub Siłka

October 2025, Volume 10, Issue 10

1-9 Expected Shot Impact Timing (xSIT) and Other Advanced Metrics as Indicators of Performance in English Men’s and Women’s Professional Football
by Blanca De-la-Cruz-Torres & Miguel Navarro-Castro & Anselmo Ruiz-de-Alarcón-Quintero
1-12 University Student Dropout: A Longitudinal Dataset of Demographic, Socioeconomic, and Academic Indicators
by Arnau Igualde-Sáez & José P. Garcia-Sabater & Juan A. Marin-Garcia & Sergio Puche García & Carlos Turró & Ignacio Despujol & Marina Alonso & José V. Benlloch-Dualde & Pedro Pablo Soriano Jiménez & Julien Maheut
1-13 Research on the Development and Application of the GDELT Event Database
by Dengxi Hong & Zexin Fu & Xin Zhang & Yan Pan
1-14 Assessing Musculoskeletal Injury Risk in Hospital Healthcare Professionals During a Single Daily Patient-Handling Task
by Xiaoxu Ji & Thomaz Ahualli de Sanctis & Mahmoud Alwahkyan & Xin Gao & Jenna Miller & Sarah Thomas
1-16 Comparative Data Analysis of Non-Destructive Testing for Hollow Heart in Potatoes
by Mary M. Hofle & Nusrat Farheen & Mathew Zachary Shumway & Evan D. Mosher & Keyave C. Hone & Marco P. Schoen
1-18 A Preferences Corpus and Annotation Scheme for Human-Guided Alignment of Time-Series GPTs
by Ricardo A. Calix & Tyamo Okosun & Chenn Zhou & Hong Wang
1-20 VitralColor-12: A Synthetic Twelve-Color Segmentation Dataset from GPT-Generated Stained-Glass Images
by Martín Montes Rivera & Carlos Guerrero-Mendez & Daniela Lopez-Betancur & Tonatiuh Saucedo-Anaya & Manuel Sánchez-Cárdenas & Salvador Gómez-Jiménez
1-22 MCR-SL: A Multimodal, Context-Rich Skin Lesion Dataset for Skin Cancer Diagnosis
by Maria Castro-Fernandez & Thomas Roger Schopf & Irene Castaño-Gonzalez & Belinda Roque-Quintana & Herbert Kirchesch & Samuel Ortega & Himar Fabelo & Fred Godtliebsen & Conceição Granja & Gustavo M. Callico
1-22 Beyond the List: A Framework for the Design of Next-Generation MEDLINE Search Tools
by Vladimir Zhurov & Kamran Sedig & Mostafa Milani
1-58 Review and Comparative Analysis of Databases for Speech Emotion Recognition
by Salvatore Serrano & Omar Serghini & Giulia Esposito & Silvia Carbone & Carmela Mento & Alessandro Floris & Simone Porcu & Luigi Atzori

August 2025, Volume 10, Issue 9

1-5 Data on Stark Broadening of N V Spectral Lines
by Milan S. Dimitrijević & Magdalena D. Christova & Sylvie Sahal-Bréchot
1-14 A Dataset and Experimental Evaluation of a Parallel Conflict Detection Solution for Model-Based Diagnosis
by Jessica Janina Cabezas-Quinto & Cristian Vidal-Silva & Jorge Serrano-Malebrán & Nicolás Márquez
1-15 Predicting Real Estate Prices Using Machine Learning in Bosnia and Herzegovina
by Zvezdan Stojanović & Dario Galić & Hava Kahrić
1-15 A Curated Dataset of Regional Meteor Events with Simultaneous Optical and Infrasound Observations (2006–2011)
by Elizabeth A. Silber & Emerson Brown & Andrea R. Thompson & Vedant Sawal
1-18 The Discussions of Monkeypox Misinformation on Social Media
by Or Elroy & Abraham Yosipof
1-22 A FAIR Perspective on Data Quality Frameworks
by Nicholas Nicholson & Raquel Negrao Carvalho & Iztok Štotl

September 2025, Volume 10, Issue 9

1-7 High-Resolution Magnetic Susceptibility Dataset from Borehole Samples from the “Rudnik” Mine Tailings, Republic of Serbia
by Vesna Cvetkov & Filip Arnaut
1-9 A Framework for the Datasets of CRDS CO 2 and CH 4 Stable Carbon Isotope Measurements in the Atmosphere
by Francesco D’Amico & Ivano Ammoscato & Giorgia De Benedetto & Luana Malacaria & Salvatore Sinopoli & Teresa Lo Feudo & Daniel Gullì & Claudia Roberta Calidonna
1-11 A Leaf Chlorophyll Content Dataset for Crops: A Comparative Study Using Spectrophotometric and Multispectral Imagery Data
by Andrés Felipe Solis Pino & Juan David Solarte Moreno & Carlos Iván Vásquez Valencia & Jhon Alexander Guerrero Narváez
1-13 Scalable Model-Based Diagnosis with FastDiag: A Dataset and Parallel Benchmark Framework
by Delia Isabel Carrión León & Cristian Vidal-Silva & Nicolás Márquez
1-13 The Tabular Accessibility Dataset: A Benchmark for LLM-Based Web Accessibility Auditing
by Manuel Andruccioli & Barry Bassi & Giovanni Delnevo & Paola Salomoni
1-16 An International Database of Public Attitudes Toward Stuttering
by Kenneth O. St. Louis
1-18 EEG Dataset for Emotion Analysis
by Catalina Aguirre-Grisales & Maria José Arbeláez-Arias & Andrés Felipe Valencia-Rincón & Hector Fabio Torres-Cardona & Jose Luis Rodriguéz-Sotelo
1-22 UTHECA_USE: A Multi-Source Dataset on Human Thermal Perception and Urban Environmental Factors in Seville
by Noelia Hernández-Barba & José-Antonio Rodríguez-Gallego & Carlos Rivera-Gómez & Carmen Galán-Marín
1-24 Validation of Anthropogenic Emission Inventories in Japan: A WRF-Chem Comparison of PM 2 . 5 , SO 2 , NO x and CO Against Observations
by Kenichi Tatsumi & Nguyen Thi Hong Diep
1-25 Comprehensive Evaluation of Water Resource Carrying Capacity in Hebei Province Based on a Combined Weighting–TOPSIS Model
by Nianning Wang & Qichao Zhao & Lihua Yuan & Yaosen Chen & Ying Hong & Sijie Chen
1-31 ZaQQ: A New Arabic Dataset for Automatic Essay Scoring via a Novel Human–AI Collaborative Framework
by Yomna Elsayed & Emad Nabil & Marwan Torki & Safiullah Faizullah & Ayman Khalafallah

July 2025, Volume 10, Issue 8

1-9 Investigating Mid-Latitude Lower Ionospheric Responses to Energetic Electron Precipitation: A Case Study
by Aleksandra Kolarski & Vladimir A. Srećković & Zoran R. Mijić & Filip Arnaut
1-12 Time Series Dataset of Phenology, Biomass, and Chemical Composition of Cassava ( Manihot esculenta Crantz) as Affected by Time of Planting and Variety Interactions in Field Trials at Koronivia, Fiji
by Poasa Nauluvula & Bruce L. Webber & Roslyn M. Gleadow & William Aalbersberg & John N. G. Hargreaves & Bianca T. Das & Diogenes L. Antille & Steven J. Crimp
1-16 From Raw GPS to GTFS: A Real-World Open Dataset for Bus Travel Time Prediction
by Aigerim Mansurova & Aigerim Mussina & Sanzhar Aubakirov & Aliya Nugumanova & Didar Yedilkhan
1-21 An Open-Source Clinical Case Dataset for Medical Image Classification and Multimodal AI Applications
by Mauro Nievas Offidani & Facundo Roffet & María Carolina González Galtier & Miguel Massiris & Claudio Delrieux
1-27 LSTM-Based River Discharge Forecasting Using Spatially Gridded Input Data
by Kamilla Rakhymbek & Balgaisha Mukanova & Andrey Bondarovich & Dmitry Chernykh & Almas Alzhanov & Dauren Nurekenov & Anatoliy Pavlenko & Aliya Nugumanova

August 2025, Volume 10, Issue 8

1-7 Dataset of Morphometry and Metal Concentrations in Coptodon rendalli and Oreochromis mossambicus from the Shongweni Dam, South Africa
by Smangele Ncayiyana & Neo Mashila Maleka & Jeffrey Lebepe
1-8 An Extended Dataset of Educational Quality Across Countries (1970–2023)
by Hanol Lee & Jong-Wha Lee
1-8 Experimental Dataset of Greenhouse Gas Emissions from Laboratory Biocover Experiment
by Kristaps Siltumens & Inga Grinfelde & Juris Burlakovs
1-10 Simultaneous EEG-fNIRS Data on Learning Capability via Implicit Learning Induced by Cognitive Tasks
by Chayapol Chaiyanan & Thanate Angsuwatanakul & Keiji Iramina & Boonserm Kaewkamnerdpong
1-11 Carbon Monoxide (CO) and Ozone (O 3 ) Concentrations in an Industrial Area: A Dataset at the Neighborhood Level
by Jailene Marlen Jaramillo-Perez & Bárbara A. Macías-Hernández & Edgar Tello-Leal & René Ventura-Houle
1-11 A Multi-Sensor Dataset for Human Activity Recognition Using Inertial and Orientation Data
by Jhonathan L. Rivas-Caicedo & Laura Saldaña-Aristizabal & Kevin Niño-Tejada & Juan F. Patarroyo-Montenegro
1-16 Limitations of Influence-Based Dataset Compression for Waste Classification
by Julian Aberger & Lena Brensberger & Gerald Koinig & Benedikt Häcker & Jesús Pestana & Renato Sarc
1-19 Data Science Project Barriers—A Systematic Review
by Natan Labarrère & Lino Costa & Rui M. Lima
1-27 A Six-Year, Spatiotemporally Comprehensive Dataset and Data Retrieval Tool for Analyzing Chlorophyll-a, Turbidity, and Temperature in Utah Lake Using Sentinel and MODIS Imagery
by Kaylee B. Tanner & Anna C. Cardall & Gustavious P. Williams
1-29 GroupView: A Visual Framework for Exploring Group Membership Dynamics over Time
by Mithilesh Kumar Singh & Klaus Mueller
1-37 Synergistic Evolution or Competitive Disruption? Analysing the Dynamic Interaction Between Digital and Real Economies in Henan, China, Based on Panel Data
by Yaping Zhu & Qingwei Xu & Chutong Hao & Shuaishuai Geng & Bingjun Li

June 2025, Volume 10, Issue 7

1-8 OrthoKnow-SP: A Large-Scale Dataset on Orthographic Knowledge and Spelling Decisions in Spanish Adults
by Jon Andoni Duñabeitia
1-12 Wildfire Occurrence and Damage Dataset for Chile (1985–2024): A Real Data Resource for Early Detection and Prevention Systems
by Cristian Vidal-Silva & Roberto Pizarro & Miguel Castillo-Soto & Claudia de la Fuente & Vannessa Duarte & Claudia Sangüesa & Alfredo Ibañez & Rodrigo Paredes & Ben Ingram
1-14 Collecting and Analyzing IBD Clinical Data for Machine-Learning: Insights from an Italian Cohort
by Aldo Marzullo & Victor Savevski & Maddalena Menini & Alessandro Schilirò & Gianluca Franchellucci & Arianna Dal Buono & Cristina Bezzio & Roberto Gabbiadini & Cesare Hassan & Alessandro Repici & Alessandro Armuzzi
1-15 Mixtec–Spanish Parallel Text Dataset for Language Technology Development
by Hermilo Santiago-Benito & Diana-Margarita Córdova-Esparza & Juan Terven & Noé-Alejandro Castro-Sánchez & Teresa García-Ramirez & Julio-Alejandro Romero-González & José M. Álvarez-Alvarado
1-15 NPFC-Test: A Multimodal Dataset from an Interactive Digital Assessment Using Wearables and Self-Reports
by Luis Fernando Morán-Mirabal & Luis Eduardo Güemes-Frese & Mariana Favarony-Avila & Sergio Noé Torres-Rodríguez & Jessica Alejandra Ruiz-Ramirez
1-17 A Sub-Hourly Precipitation Dataset from a Pluviographic Network in Central Chile
by Claudia Sangüesa & Alfredo Ibañez & Roberto Pizarro & Cristian Vidal-Silva & Pablo Garcia-Chevesich & Romina Mendoza & Cristóbal Toledo & Juan Pino & Rodrigo Paredes & Ben Ingram
1-20 A Data Imputation Strategy to Enhance Online Game Churn Prediction, Considering Non-Login Periods
by JaeHong Lee & Pavinee Rerkjirattikal & SangGyu Nam
1-20 Data-Driven Modeling and Simulation in Forestry and Agricultural Product Transportation Management by Small Businesses: A Case Study
by Galina Merkurjeva & Vitalijs Bolsakovs & Jurijs Merkurjevs & Andrejs Romanovs & Wouter Faes
1-24 Effective Education System for Athletes Utilising Big Data and AI Technology
by Martin Mičiak & Dominika Toman & Roman Adámik & Ema Kufová & Branislav Škulec & Nikola Mozolová & Aneta Hoferová
1-27 Developing Data Workflows: From Conceptual Blueprints to Physical Implementation
by Bruno Oliveira & Óscar Oliveira
1-30 Dataset and AI Workflow for Deep Learning Image Classification of Ulcerative Colitis and Colorectal Cancer
by Joaquim Carreras & Giovanna Roncador & Rifat Hamoudi
1-31 Benchmarking and Lessons Learned from Using SharePoint as an Electronic Lab Notebook in Engineering Joint Research Projects
by Kim Feldhoff & Tim Opatz & Hajo Wiemer & Martin Zinner & Steffen Ihlenfeldt

July 2025, Volume 10, Issue 7

1-6 A Combined HF Radar and Drifter Dataset for Analysis of Highly Variable Surface Currents
by Bartolomeo Doronzo & Michele Bendoni & Stefano Taddei & Angelo Boccacci & Carlo Brandini
1-7 Global Database for Naturally Occurring Radionuclides Associated with Offshore Oil and Gas Production
by Ziran Wei & Songjie He & Stephanie Sharuga & Kanchan Maiti
1-7 Dataset on Environmental Parameters and Greenhouse Gases in Port and Harbor Seawaters of Jeju Island, Korea
by Jae-Hyun Lim & Ju-Hyoung Kim & Hyo-Ryeon Kim & Seo-Young Kim & Il-Nam Kim
1-9 Advancements in Regional Weather Modeling for South Asia Through the High Impact Weather Assessment Toolkit (HIWAT) Archive
by Timothy Mayer & Jonathan L. Case & Jayanthi Srikishen & Kiran Shakya & Deepak Kumar Shah & Francisco Delgado Olivares & Lance Gilliland & Patrick Gatlin & Birendra Bajracharya & Rajesh Bahadur Thapa
1-10 A DNA Barcode Dataset for the Aquatic Fauna of the Panama Canal: Novel Resources for Detecting Faunal Change in the Neotropics
by Kristin Saltonstall & Rachel Collin & Celestino Aguilar & Fernando Alda & Laura M. Baldrich-Mora & Victor Bravo & María Fernanda Castillo & Sheril Castro & Luis F. De León & Edgardo Díaz-Ferguson & Humberto A. Garcés & Eyda Gómez & Rigoberto G. González & Maribel A. González-Torres & Hector M. Guzman & Alexandra Hiller & Roberto Ibáñez & César Jaramillo & Klara L. Kaiser & Yulang Kam & Mayra Lemus Peralta & Oscar G. Lopez & Maycol E. Madrid C. & Matthew J. Miller & Natalia Ossa-Hernandez & Ruth G. Reina & D. Ross Robertson & Tania E. Romero-Gonzalez & Milton Sandoval & Oris Sanjur & Carmen Schlöder & Ashley E. Sharpe & Diana Sharpe & Jakob Siepmann & David Strasiewsky & Mark E. Torchin & Melany Tumbaco & Marta Vargas & Miryam Venegas-Anaya & Benjamin C. Victor & Gustavo Castellanos-Galindo
1-10 Multi-Resolution Remote Sensing Dataset for the Detection of Anthropogenic Litter: A Multi-Platform and Multi-Sensor Approach
by Robert Rettig & Felix Becker & Alexander Berghoff & Tobias Binkele & Wolfram Michael Butter & Tilman Floehr & Martin Kumm & Carolin Leluschko & Florian Littau & Elmar Reinders & Eike Rodenbäck & Tobias Schmid & Sabine Schründer & Sören Schweigert & Michael Sinhuber & Jens Wellhausen & Frederic Stahl & Christoph Tholen
1-12 PlantDRs: A Database of Dispersed Repeats in Plant Genomes Identified by the Iterative Procedure Method
by Valentina Rudenko & Eugene Korotkov & Dmitrii Kostenko
1-14 Extracting Information from Unstructured Medical Reports Written in Minority Languages: A Case Study of Finnish
by Elisa Myllylä & Pekka Siirtola & Antti Isosalo & Jarmo Reponen & Satu Tamminen & Outi Laatikainen
1-15 Data on Brazilian Powdered Milk Formulations for Infants of Various Age Groups: 0–6 Months, 6–12 Months, and 12–36 Months
by Francisco José Mendes dos Reis & Antonio Marcos Jacques Barbosa & Elaine Silva de Pádua Melo & Marta Aratuza Pereira Ancel & Rita de Cássia Avellaneda Guimarães & Priscila Aiko Hiane & Flavio Santana Michels & Daniele Bogo & Karine de Cássia Freitas Gielow & Diego Azevedo Zoccal Garcia & Geovanna Vilalva Freire & João Batista Gomes de Souza & Valter Aragão do Nascimento
1-16 ICA-Based Resting-State Networks Obtained on Large Autism fMRI Dataset ABIDE
by Sjir J. C. Schielen & Jesper Pilmeyer & Albert P. Aldenkamp & Danny Ruijters & Svitlana Zinger
1-18 Analysis of Student Dropout Risk in Higher Education Using Proportional Hazards Model and Based on Entry Characteristics
by Liga Paura & Irina Arhipova & Gatis Vitols & Sandra Sproge
1-19 LADOS: Aerial Imagery Dataset for Oil Spill Detection, Classification, and Localization Using Semantic Segmentation
by Konstantinos Gkountakos & Maria Melitou & Konstantinos Ioannidis & Konstantinos Demestichas & Stefanos Vrochidis & Ioannis Kompatsiaris
1-21 Expert Experiences in Anonymizing Personal Data and Its Use as Open Data: Qualitative Insights
by Norbert Lichtenauer & Johann Guggumos & Matthias Kampmann & Juliane Kis & Florian Laumer & Elena März & Florian Wahl & Sebastian Wilhelm
1-27 Exploring Legislative Textual Data in Brazilian Portuguese: Readability Analysis and Knowledge Graph Generation
by Gisliany Lillian Alves de Oliveira & Breno Santana Santos & Marianne Silva & Ivanovitch Silva
1-29 Big Data Analytics Framework for Decision-Making in Sports Performance Optimization
by Dan Cristian Mănescu

June 2025, Volume 10, Issue 6

1-10 Dataset on Programming Competencies Development Using Scratch and a Recommender System in a Non-WEIRD Primary School Context
by Jesennia Cárdenas-Cobo & Cristian Vidal-Silva & Nicolás Máquez
1-11 Sensor-Based Monitoring Data from an Industrial System of Centrifugal Pumps
by Angelo Martone & Alessia D’Ambrosio & Michele Ferrucci & Assuntina Cembalo & Gianpaolo Romano & Gaetano Zazzaro
1-18 A Structured Dataset for Automated Grading: From Raw Data to Processed Dataset
by Ibidapo Dare Dada & Adio T. Akinwale & Ti-Jesu Tunde-Adeleke
1-22 Machine Learning Applications for Predicting High-Cost Claims Using Insurance Data
by Esmeralda Brati & Alma Braimllari & Ardit Gjeçi
1-23 User Experience and Perceptions of AI-Generated E-Commerce Content: A Survey-Based Evaluation of Functionality, Aesthetics, and Security
by Chrysa Stamkou & Vaggelis Saprikis & George F. Fragulis & Ioannis Antoniadis
1-27 Event Prediction Using Spatial–Temporal Data for a Predictive Traffic Accident Approach Through Categorical Logic
by Eleftheria Koutsaki & George Vardakis & Nikos Papadakis
1-31 Rethinking Inequality: The Complex Dynamics Beyond the Kuznets Curve
by Sarthak Pattnaik & Maryan Rizinski & Eugene Pinsky

May 2025, Volume 10, Issue 6

1-10 Dataset of the Effects of a Low Dose of Isoflavones in Beef Cattle Undergoing Tall Fescue Toxicosis
by Juan F. Cordero-Llarena & Kyle J. McLean & Madison T. Henniger & F. Neal Schrick & Gary E. Bates & Phillip R. Myer
1-11 Electroencephalogram Dataset of Visually Imagined Arabic Alphabet for Brain–Computer Interface Design and Evaluation
by Rami Alazrai & Khalid Naqi & Alaa Elkouni & Amr Hamza & Farah Hammam & Sahar Qaadan & Mohammad I. Daoud & Mostafa Z. Ali & Hasan Al-Nashash
1-13 Population Genetics Data of 21 Autosomal STR Loci in the Romanian Population
by George Popoiu & Florin Stanciu & Veronica Cuțăr & Simona Vladu & Paulina Podgoreanu & Violeta Nicola & Ionel Marius Stoian & Anastasia Procopciuc & Bogdan Hațegan & Bogdan Negoiță & Alis Mihaela Păunache & Adnana Cotolea & Ana Rădulescu & Adrian Constantin Hubca & Sergiu Emil Georgescu
1-15 Acoustic Data on Vowel Nasalization Across Prosodic Conditions in L1 Korean and L2 English by Native Korean Speakers
by Jiyoung Jang & Sahyang Kim & Taehong Cho
1-15 Macao-ebird : A Curated Dataset for Artificial-Intelligence-Powered Bird Surveillance and Conservation in Macao
by Xiaoyuan Huang & Silvia Mirri & Su-Kit Tang
1-16 Strategies for Embedding Research Data Management Through Effective Communication
by Fadwa Alshawaf

May 2025, Volume 10, Issue 5

1-4 Zooplankton Standing Stock Biomass and Population Density: Data from Long-Term Studies Covering Changes in Trophy and Climate Impacts in a Deep Subalpine Lake (Lake Maggiore, Italy)
by Roberta Piscia & Rossana Caroni & Marina Manca
1-8 First Whole Genome Sequencing Data of Six Greek Sheep Breeds
by Antiopi Tsoureki & George Tsiolas & Maria Kyritsi & Eleftherios Pavlou & Anagnostis Argiriou & Sofia Michailidou
1-10 Historical Bolide Infrasound Dataset (1960–1972)
by Elizabeth A. Silber & Rodney W. Whitaker
1-12 A Machine Learning Dataset of Artificial Inner Ring Damage on Cylindrical Roller Bearings Measured Under Varying Cross-Influences
by Christopher Schnur & Payman Goodarzi & Yannick Robin & Julian Schauer & Andreas Schütze
1-13 A Data-Driven Approach to Tourism Demand Forecasting: Integrating Web Search Data into a SARIMAX Model
by Geun-Cheol Lee
1-13 A Non-Binary Approach to Super-Enhancer Identification and Clustering: A Dataset for Tumor- and Treatment-Associated Dynamics in Mouse Tissues
by Ekaterina D. Osintseva & German A. Ashniev & Alexey V. Orlov & Petr I. Nikitin & Zoia G. Zaitseva & Vladimir V. Volkov & Natalia N. Orlova
1-13 δ-MedBioclim: A New Dataset Bridging Current and Projected Bioclimatic Variables for the Euro-Mediterranean Region
by Giovanni-Breogán Ferreiro-Lera & Ángel Penas & Sara del Río
1-15 Tracking U.S. Land Cover Changes: A Dataset of Sentinel-2 Imagery and Dynamic World Labels (2016–2024)
by Antonio Rangel & Juan Terven & Diana-Margarita Córdova-Esparza & Julio-Alejandro Romero-González & Alfonso Ramírez-Pedraza & Edgar A. Chávez-Urbiola & Francisco. J. Willars-Rodríguez & Gendry Alfonso-Francia
1-16 Mineralogical and Geochemical Compositions of Sedimentary Rocks in the Gosau Group (Late Cretaceous), Grünbach–Neue Welt Area, Austria
by Xinxuan Xiang & Eun Young Lee & Erich Draganits & Michael Wagreich
1-21 Linear Dimensionality Reduction: What Is Better?
by Mohit Baliyan & Evgeny M. Mirkes
1-21 Computing Non-Dominated Flexible Skylines in Vertically Distributed Datasets with No Random Access
by Davide Martinenghi
1-22 Performance and Scalability of Data Cleaning and Preprocessing Tools: A Benchmark on Large Real-World Datasets
by Pedro Martins & Filipe Cardoso & Paulo Váz & José Silva & Maryam Abbasi
1-26 Tracking Religious Freedom Violations with the Violent Incidents Database: A Methodological Approach and Comparative Analysis
by Dennis P. Petri & Kyle J. Wisdom & John T. Bainbridge

April 2025, Volume 10, Issue 5

1-8 Orange Leaves Images Dataset for the Detection of Huanglongbing
by Juan Carlos Torres-Galván & Paul Hernández Herrera & Juan Antonio Obispo & Xocoyotzin Guadalupe Ávila Cruz & Liliana Montserrat Camacho Ibarra & Paula Magaldi Morales Orosco & Alfonso Alba & Edgar R. Arce-Santana & Valdemar Arce-Guevara & J. S. Murguía & Edgar Guevara & Miguel G. Ramírez-Elías
1-8 Dataset on Food Waste in Households: The Case of Latvia
by Ilze Beitane & Sandra Iriste & Martins Sabovics & Gita Krumina-Zemture & Janis Jenzis
1-10 The Long-Term Annual Datasets for Azov Sea Basin Ecosystems for 1925–2024 and Russian Sturgeon Occurrences in 2000–2024
by Mikhail M. Piatinskii & Dmitrii G. Bitiutskii & Arsen V. Mirzoyan & Valerii A. Luzhniak & Vladimir N. Belousov & Dmitry F. Afanasyev & Svetlana V. Zhukova & Sergey N. Kulba & Lyubov A. Zhivoglyadova & Dmitrii V. Hrenkin & Tatjana I. Podmareva & Polina M. Cherniavksaia & Dmitrii S. Burlachko & Nadejda S. Elfimova & Olga V. Kirichenko & Inna D. Kozobrod
1-10 A Dataset for Examining the Problem of the Use of Accounting Semi-Identity-Based Models in Econometrics
by Francisco Javier Sánchez-Vidal
1-12 Time-Course Transcriptomic Dataset of Gallic Acid-Induced Human Cervical Carcinoma HeLa Cell Death
by Ho Man Tang & Peter Chi Keung Cheung
1-14 A Complementary Dataset of Scalp EEG Recordings Featuring Participants with Alzheimer’s Disease, Frontotemporal Dementia, and Healthy Controls, Obtained from Photostimulation EEG
by Aimilia Ntetska & Andreas Miltiadous & Markos G. Tsipouras & Katerina D. Tzimourta & Theodora Afrantou & Panagiotis Ioannidis & Dimitrios G. Tsalikakis & Konstantinos Sakkas & Emmanouil D. Oikonomou & Nikolaos Grigoriadis & Pantelis Angelidis & Nikolaos Giannakeas & Alexandros T. Tzallas
1-22 A Synergistic Bridge Between Human–Computer Interaction and Data Management Within CDSS
by Ali Azadi & Francisco José García-Peñalvo
1-25 Using Visualization to Evaluate the Performance of Algorithms for Multivariate Time Series Classification
by Edgar Acuña & Roxana Aparicio
1-28 Introducing UWF-ZeekData24: An Enterprise MITRE ATT&CK Labeled Network Attack Traffic Dataset for Machine Learning/AI
by Marshall Elam & Dustin Mink & Sikha S. Bagui & Russell Plenkers & Subhash C. Bagui
1-53 From Crisis to Algorithm: Credit Delinquency Prediction in Peru Under Critical External Factors Using Machine Learning
by Jomark Noriega & Luis Rivera & Jorge Castañeda & José Herrera

March 2025, Volume 10, Issue 4

1-5 Terrestrial Carbon Storage Estimation in Guangdong Province (2000–2021)
by Wei Wang & Yueming Hu & Xiaoyun Mao & Ying Zhang & Liangbo Tang & Junxing Cai
1-5 Plankton Dataset During Austral Spring and Summer in the Valdés Biosphere Reserve, Patagonia, Argentina
by Ariadna Celina Nocera & Maité Latorre & Valeria Carina D’Agostino & Brenda Temperoni & Carla Derisio & María Sofía Dutto & Anabela Berasategui & Irene Ruth Schloss & Rodrigo Javier Gonçalves
1-8 Experimental Dataset for Fiber Optic Specklegram Sensing Under Thermal Conditions and Use in a Deep Learning Interrogation Scheme
by Francisco J. Vélez & Juan D. Arango & Víctor H. Aristizábal & Carlos Trujillo & Jorge A. Herrera-Ramírez
1-11 A Comprehensive Monte Carlo-Simulated Dataset of WAXD Patterns of Wood Cellulose Microfibrils
by Ricardo Baettig & Ben Ingram
1-12 Linking Fungal Genomics to Thermal Growth Limits: A Dataset of 730 Sequenced Species
by William Bains
1-13 River Restoration Units: Riverscape Units for European Freshwater Ecosystem Management
by Gonçalo Duarte & Angeliki Peponi & Pedro Segurado & Tamara Leite & Florian Borgwardt & Andrea Funk & Sebastian Birk & Maria Teresa Ferreira & Paulo Branco
1-22 Improved Script Identification Algorithm Using Unicode-Based Regular Expression Matching Strategy
by Mamtimin Qasim & Wushour Silamu
1-23 A Benchmark Dataset for the Validation of Phase-Based Motion Magnification-Based Experimental Modal Analysis
by Pierpaolo Dragonetti & Marco Civera & Gaetano Miraglia & Rosario Ceravolo

April 2025, Volume 10, Issue 4

1-13 Predictors of Immune Fitness and the Alcohol Hangover: Survey Data from UK and Irish Adults
by Joris C. Verster & Agnese Merlo & Maureen N. Zijlstra & Benthe R. C. van der Weij & Anne S. Boogaard & Sanne E. Schulz & Jessica Balikji & Andy J. Kim & Sherry H. Stewart & Simon B. Sherry & Johan Garssen & Gillian Bruce & Lydia E. Devenney
1-13 Sentiment Matters for Cryptocurrencies: Evidence from Tweets
by Radu Lupu & Paul Cristian Donoiu
1-18 Observational Monitoring Records Downstream Impacts of Beaver Dams on Water Quality and Quantity in Temperate Mixed-Land-Use Watersheds
by Erin E. Novobilsky & Jack R. Navin & Deon H. Knights & P. Zion Klos
1-19 Quantifying Relational Exploration in Cultural Heritage Knowledge Graphs with LLMs: A Neuro-Symbolic Approach for Enhanced Knowledge Discovery
by Mohammed Maree
1-20 Sharing Research Data in Collaborative Material Science and Engineering Projects
by Tim Opatz & Kim Feldhoff & Hajo Wiemer & Steffen Ihlenfeldt
1-22 A Comprehensive Data Maturity Model for Data Pre-Analysis
by Lukas Knoflach & Lin Shao & Torsten Ullrich
1-27 A Partition-Based Hybrid Algorithm for Effective Imbalanced Classification
by Kittipong Theephoowiang & Anantaporn Hanskunatai

March 2025, Volume 10, Issue 3

1-10 Analysis of Minerals Using Handheld Laser-Induced Breakdown Spectroscopy Technology
by Naila Mezoued & Cécile Fabre & Jean Cauzid & YongHwi Kim & Marjolène Jatteau
1-14 A Comprehensive Indoor Environment Dataset from Single-Family Houses in the US
by Sheik Murad Hassan Anik & Xinghua Gao & Na Meng
1-14 Historical Hourly Information of Four European Wind Farms for Wind Energy Forecasting and Maintenance
by Javier Sánchez-Soriano & Pedro Jose Paniagua-Falo & Carlos Quiterio Gómez Muñoz
1-15 Experimental Parametric Forecast of Solar Energy over Time: Sample Data Descriptor
by Fernando Venâncio Mucomole & Carlos Augusto Santos Silva & Lourenço Lázaro Magaia
1-28 KRID: A Large-Scale Nationwide Korean Road Infrastructure Dataset for Comprehensive Road Facility Recognition
by Hyeongbok Kim & Eunbi Kim & Sanghoon Ahn & Beomjin Kim & Sung Jin Kim & Tae Kyung Sung & Lingling Zhao & Xiaohong Su & Gilmu Dong
1-30 The 1688 Sannio–Matese Earthquake: A Dataset of Environmental Effects Based on the ESI-07 Scale
by Angelica Capozzoli & Valeria Paoletti & Sabina Porfido & Alessandro Maria Michetti & Rosa Nappi

February 2025, Volume 10, Issue 3

1-7 Spatial Dataset of Climate Robust and High-Yield Agricultural Areas in Brandenburg: Results of a Classification Framework Using Bio-Economic Climate Simulations
by Hannah Jona von Czettritz & Sandra Uthes & Johannes Schuler & Kurt-Christian Kersebaum & Peter Zander
1-7 Draft Genome Sequence Data of the Ensifer sp. P24N7, a Symbiotic Bacteria Isolated from Nodules of Phaseolus vulgaris Grown in Mining Tailings from Huautla, Morelos, Mexico
by José Augusto Ramírez-Trujillo & Maria Guadalupe Castillo-Texta & Mario Ramírez-Yáñez & Ramón Suárez-Rodríguez
1-9 Open Georeferenced Field Data on Forest Types and Species for Biodiversity Assessment and Remote Sensing Applications
by Patrizia Gasparini & Lucio Di Cosmo & Antonio Floris & Federica Murgia & Maria Rizzo
1-15 Data Quality Tools to Enhance a Network Anomaly Detection Benchmark
by José Camacho & Rafael A. Rodríguez-Gómez
1-16 Using Weather Data for Improved Analysis of Vehicle Energy Efficiency
by Reno Filla
1-18 A Directory of Datasets for Mining Software Repositories
by Themistoklis Diamantopoulos & Andreas L. Symeonidis
1-19 HOSPI Application to Portuguese Hospitals’ Websites
by Delfina Soares & Joana Carvalho & Dimitrios Sarantis
1-29 SAPEx-D: A Comprehensive Dataset for Predictive Analytics in Personalized Education Using Machine Learning
by Muhammad Adnan Aslam & Fiza Murtaza & Muhammad Ehatisham Ul Haq & Amanullah Yasin & Numan Ali

January 2025, Volume 10, Issue 2

1-6 Data on Stark Broadening of Sn II Spectral Lines
by Milan S. Dimitrijević & Magdalena D. Christova & Cristina Yubero & Sylvie Sahal-Bréchot
1-7 RNA Sequencing Dataset of Drosophila Nociceptor Translatomic Response to Injury
by Christine M. Hale & Kyle J. Beauchemin & Courtney L. Brann & Julie K. Moulton & Ramaz Geguchadze & Benjamin J. Harrison & Geoffrey K. Ganter
1-7 Rainfall Intensity–Duration–Frequency Curves Dataset for Brazil
by Ivana Patente Torres & Roberto Avelino Cecílio & Laura Thebit de Almeida & Marcel Carvalho Abreu & Demetrius David da Silva & Sidney Sara Zanetti & Alexandre Cândido Xavier
1-12 Statistical Approach in Personalized Nutrition Exemplified by Reanalysis of Public Datasets
by Paola G. Ferrario & Maik Döring & Christian Ritz
1-13 Global Dataset of Extreme Sea Levels and Coastal Flood Impacts over the 21st Century
by Ebru Kirezci & Ian Young & Roshanka Ranasinghe & Yiqun Chen & Yibo Zhang & Abbas Rajabifard
1-14 Portable Analyses of Strategic Metal-Rich Minerals Using pXRF and pLIBS: Methodology and Database Development
by Marjolène Jatteau & Jean Cauzid & Cécile Fabre & Panagiotis Voudouris & Georgios Soulamidis & Alexandre Tarantola
1-19 A Multimodal Dataset of Fact-Checked News from Chile’s Constitutional Processes: Collection, Processing, and Analysis
by Ignacio Molina & Brian Keith & Mauricio Matus
1-21 Impact of Various Land Cover Transformations on Climate Change: Insights from a Spatial Panel Analysis
by Mohsen Khezri
1-24 Data-Driven Scheduling Optimization for SMT Lines Using SMD Reel Commonality
by Jorge Quijano & Nohemi Torres Cruz & Leslie Quijano-Quian & Eduardo Rafael Poblano-Ojinaga & Salvador Anacleto Noriega Morales

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