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Content
July 2026, Volume 11, Issue 8
- 1-6 A Dataset on Current Stress and Dental Anxiety in a Sample of 129 Oral Surgical Patients
by Hendrik Berth & Patricia Richter & Lisa Irmscher - 1-14 A Decade of National Patient Experience Feedback in Romania (2016–2026): A Harmonized, Reproducible Open Dataset
by Dan Valeriu Voinea & Ștefan Adrian Voinea - 1-17 Sex-Specific Physical Fitness Profiles in Chilean Adolescents: An Unsupervised Machine Learning and Explainable Artificial Intelligence Approach
by Rodrigo Yáñez-Sepúlveda & Juan Pablo Zavala-Crichton & Claudio Hinojosa-Torres & Rodrigo Olivares & Pablo Olivares & Exal Garcia-Carrillo & Guillermo Cortés-Roco & Jacqueline Páez-Herrera & Jorge Olivares-Arancibia & Boryi A. Becerra-Patiño & Juan David Paucar-Uribe & Eduardo Guzmán-Muñoz & José Francisco López-Gil - 1-19 Algorithmic Provenance Estimation of Andean Metal Artifacts: A Predictive Framework Using Lead Isotope Ratios
by Anibal Alviz-Meza & Alejandro Valencia-Arias & Félix Díaz & Segundo Rojas-Flores - 1-22 An Hourly Operational Dataset of Grid-Connected and Islanded Green-Power Chemical Parks for Flexible Production and Safety Power Supply
by Zhenlan Dou & Chunyan Zhang & Chaoran Fu & Ziniu Li & Suyang Zhou
July 2026, Volume 11, Issue 7
- 1-8 Comparison of the Performance of Pasture-Fed and Indoor-Fed Ruminants: A Literature Dataset on Weight Gain and Carcass Characteristics
by Boval Maryline & Shaqura Imad & Berthelot Valérie - 1-12 A Multi-Pressure Keyboard Key Sounds Audio Dataset
by Diogo Rodrigues & Gonçalo Macedo & Silvestre Malta & Pedro Pinto - 1-12 RGB Image Dataset of White Maize Kernels with Visible Quality Defects for Computer Vision-Based Assessment of Mycotoxin Contamination Risk and Grain Quality
by Liston Kiwoli & Devotha Godfrey Nyambo & Bonny Mgawe & Neema Kassim & Mussa Ally - 1-14 An Anonymized Geospatial Dengue Surveillance Dataset for Risk Stratification: A Municipality–Year Analytical Resource for Unsupervised Clustering
by Raul Hernan Pérez Avila & Isaac Esteban Camargo Freile & Julio Eduardo Mejía Manzano & Andrés Felipe Solis Pino & Luis Ángel Anillo Arrieta & Cesar Alberto Collazos Ordoñez & Fernando Moreira - 1-16 A Strand-Specific Transcriptomic Atlas of Corona-Discharge-Induced Diapause Termination in Bombyx mori Eggs
by Yuanyuan Wen & Linrong Wan & Yuli Zhang & Aichun Zhao & Wenfu Xiao & Dingpei Long - 1-17 A Multi-Class EEG Dataset for Behavioral Roles in Deception: Honesty, Bluffing, Lying, and Deceiving
by Lina Mohammad Alzaatreh & Oula Hatahet & Rami Alazrai - 1-17 PAID: An AI-Ready LC-MS/MS Dataset for Pesticide Residue Analysis
by Jihang Zhang & Qianjin Li & Heng Zhou & Lin Guo & Xingchuang Xiong - 1-19 An Expected Goals Model for Analyzing a 5-a-Side Soccer for the Blind Using Ten Machine Learning Algorithms with SHAP Interpretability
by Boryi A. Becerra-Patiño & Rodrigo Yáñez-Sepúlveda & José Pino-Ortega - 1-19 A Pilot-Real-Calibrated Indoor Robotic IoT Benchmark Dataset for Edge-Assisted Mobile Robot Navigation and Anomaly Detection
by Burak Aggul - 1-19 CongoNames Corpus: A Large-Scale Labeled Dataset of Congolese Personal Names
by Tshabu Ngandu Bernard & Cansa Kayembe Amaury & Mpyana Mwamba Merlec - 1-19 Thai–English Multiscript Text Image (TEMS) Dataset for Multiscript Image-Based Text Recognition
by Praetawan Jarutan & Olarik Surinta - 1-19 An Algorithm for Fine-Grained Content Extraction and Understanding in Short Videos
by Yanqi Wan & Shuya Zhang & Yi Xu & Kunfang Zhang & Heyi Wang & Mingzheng Liu - 1-20 UVInsDet: A Ground-Based Robotic Inspection Dataset for Insulator Detection and Instance Segmentation in High-Voltage Substations
by Alexandra I. Khalyasmaa & Pavel V. Matrenin & Irina F. Iumanova - 1-22 Uncertainty-Aware Expert Allocation for Efficient Multitask Fine-Tuning of Large Language Models
by Maab Elhassan & Minhee Jun & Hanseok Ko - 1-23 A Differential Approach to the Generation and Quality Assessment of Synthetic Data for Environmental Monitoring
by Artem Liubas & Ryskhan Satybaldiyeva & Galina Bovykina & Alexander Kondakov - 1-24 Using Translog-II for Conducting Keylogging Experiments
by Longhui Zou & Michael Carl - 1-27 From Scientific Copilots to Tool-Grounded Autonomy: AI Agents in Simulation-Driven Materials Discovery
by Anibal Alviz-Meza & Alejandro Valencia-Arias & Segundo Rojas-Flores & Felix Diaz - 1-28 Enhancing Early Academic Outcome Prediction in Small Educational Datasets Through Data Augmentation Techniques
by Said El Kafhali & Zakaria Soufiane Hafdi - 1-28 Comparison of Trigonometric Distribution Families Under Classical and Bayesian Approaches
by Nirajan Bam & Laxmi Prasad Sapkota & Pankaj Kumar & Vijay Kumar - 1-29 AGU Data and Software Sharing Policies in the Era of Open Science: Policy Analysis and Case Study
by Jun Zhai & Mei Li & Wen Cai & Sizhe Wang - 1-32 Comprehensive Dataset of Unidirectional Carbon Fiber Pultruded Composites and Their Constituents (Fibers and Matrix)
by Pinelopi Mageira & Jens W. Andreasen & Vedrana A. Dahl & Carsten Gundlach & Lars P. Mikkelsen - 1-73 PAiNT: Perspective-Aware AI Identity and Narrative Toolkit for Generating Labeled Digital Footprints
by Jisung Shin & Daniel Platnick & Tanayjyot Singh Chawla & Li Zhang & Amardeep Singh & Kazi Rahman & Arnav Chandna & Marjan Alirezaie & Hossein Rahnama
June 2026, Volume 11, Issue 7
- 1-11 Dataset of Renewable Energy Opposition Groups in the United States
by Daniel A. Horowitz & Paul Borgess & Tyler Swanson & Douglas L. Bessette - 1-14 LeafScans-Orchard: A Multi-Year Open RGB Scan Dataset of Orchard Plant Leaves for Species and Cultivar Classification
by Paweł Chwietczuk & Seweryn Lipiński & Paulina Chwietczuk - 1-16 A Dataset of Synchronized Raw and Preprocessed Finger-Contact ECG and Dual-Wavelength PPG Signals from Healthy Subjects at Rest and During Seated Post-Exercise Recovery
by Shiyong Li & Chenlu Gu & Jiating Pan & Yanke Guo & Zhang Di & Qunfeng Tang & Zhencheng Chen - 1-18 Evaluating Automated Event Databases for Event Forecasting: A Comparative Analysis of GDELT and POLECAT
by Kelang Zhao & Zexin Fu & Yan Pan & Xin Zhang - 1-19 SCAPeSCLC: An Integrated Spatial Transcriptomic and Bayesian Pathway Enrichment Dataset for Survival Modeling in Extensive-Stage Small Cell Lung Cancer
by Milad Shirvaliloo - 1-21 Synthetic Reference Energy Community Load Profiles for Artificial Case Studies
by Arne Surmann & Elena Timofeeva & Fabian Liesenhoff & Patrick Selzam & Pierre Hülsemann - 1-21 Assessing the Readiness of Cultural Heritage Institutions’ Digital Data to Engage with the European Collaborative Cloud for Cultural Heritage Based on Late Bronze Age Cypriot Figurines as a Case Study
by Sorin Hermon & Martin Doerr & Maria Theodoridou & Athina Kritsotaki & Dimitris Kotzinos - 1-24 Bridging the Gap in Arabic Legal NLP: A Novel Large-Scale Corpus and Benchmark for Domain-Adapted Summarisation-Classification
by Omar T. Sayed & Amal E. Aboutabl & Amr S. Ghoneim - 1-24 SOD3D: A Salient Object Detection Dataset for Photogrammetric 3D Reconstruction
by Aarón Barrera Román & Gustavo Olague & Eddie Clemente & Matthieu Olague
June 2026, Volume 11, Issue 6
- 1-3 Data Science for Chemistry, Energy and Materials: Building the Foundations for Data-Driven Discovery
by Yongqing Cai - 1-8 A Comprehensive Lipidomic Dataset of Melittin-Induced Lipid Metabolism Alterations in Triple-Negative Breast Cancer Cells
by Ronghua Zhang & He Zang & Wenhua Xu & Haiwen Zhuo & Qingwo Lu & Jianfeng Qiu & Dafu Chen & Rui Guo & Tizhen Yan - 1-9 Whole-Rock Geochemical Dataset of Late Variscan Intrusive Rocks from the Serre Batholith (Calabria, Southern Italy)
by Annamaria Fornelli & Francesca Micheletti & Fabrizio Tursi & Vincenzo Festa - 1-9 Physicochemical Properties, Biochemical Composition, and Antioxidant Capacity of Mammea americana L. Purees
by Déborah Palmont & Estelle Bonnin & Emilie J. Smith Ravin & Marc Lahaye & Odile Marcelin - 1-12 Chernozem Soil Aggregates Micromorphometrical Parameters Dataset (2026) for Kursk Region (Central Russian Upland, Russian Federation)
by Daria Komkova & Igor Danilin & Nina Masyutenko & Aleksey Kuznetsov & Maksim Masyutenko & Oksana Plotnikova - 1-14 iOrganoAssay to Connect Microscopy Images to Organoid Assays for Long-Term Monitoring
by Dong-Gyu Jeon & Min-Young Han & Sung-Wook Nam - 1-16 Dataset on Flood Risk Along the Niger River Upstream of Niamey
by Maurizio Tiepolo & Giorgio Cannella & Muhammad Abraiz & Ousmane Baoua & Elena Belcore & Daniele Ganora & Mohammed Ibrahim Housseini & Alejandro Marmolejo Gutierrez & Marco Piras & Francesco Saretto & Riccardo Vesipa - 1-16 A High-Resolution Multi-Temporal Remote Sensing Dataset for Levee-like Feature Segmentation in Arid Regions
by Osman Ilniyaz & Qingwu Hu & Hao Lu & Kaisar Ahmat - 1-17 DeepFakeX: A Comprehensive Multimodal Deepfake Dataset for Research and Analysis
by Sonia Salman & Jawwad Ahmed Shamsi & Rizwan Qureshi - 1-18 A Markerless RGB-Based Dataset of Continuous Hand Joint Kinematics in Functional Grasping Tasks
by Shubham Yadav & Jyotindra Narayan - 1-20 UrbanTree3D: An Open Dataset for Urban Tree Species Classification Using Airborne LiDAR and Field Inventory Data
by Nada Hamdani & Imane Abouhat & Kenza Ait El Kadi & Saloua Bensiali & Imane Sebari - 1-20 A South African Power Supply Reliability Dataset, Structured for Count Time Series and Machine Learning Applications
by Sikhulile Tshuma & Edmore Ranganai & Khathutshelo Steven Sivhugwana - 1-20 High-Resolution GDP Downscaling for Water–Energy–Food Nexus Modelling in Data-Scarce African Regions
by Adrián Mateo Martínez & Raquel López Fernández & Iván Ramos-Diez & Fernando Frechoso-Escudero - 1-22 A Dataset of Meteorological and Soil-Hydrological Instrumental Observations from the Regional Agrometeorological Network of East Kazakhstan, Collected During Individual Growing Seasons
by Andrey Bondarovich & Kamilla Rakhymbek & Nurassyl Zhomartkan & Almasbek Maulit & Egor Mordvin & Yermek Suleimenov & Aigul Syzdykpaeva & Markhaba Karmenova - 1-23 BART-IL: Behavior-Aware Impermanent Loss Optimization for Liquidity Pool-Based Data Trading
by Huayou Si & Mengyang Li & Yuanyuan Qi & Wei Chen & Zhigang Gao - 1-26 A Framework for Classifying Movie Networks Using Graph Neural Networks
by Majda Lafhel & Mohammed El Hassouni & Hocine Cherifi - 1-26 Contexere—Systematic Tracking and Referencing of Digital Artefacts for Postgraduate Students and Early Career Researchers
by Andreas W. Kempa-Liehr - 1-26 A Reproducible Synthetic Socio-Digital Network Dataset for Analyzing Digital Gaps in Community-Based Tourism Communities in Rural Ecuador
by Dolores Mieles-Cevallos & Lourdes Suntagsi-Tuasa & Jael Zambrano-Mieles & Velasco Zambrano-Burgos & Miguel Vera & Nicolás Márquez & Cristian Vidal-Silva - 1-27 Artificial Intelligence and Big Data Analytics for Seismic Hazard Assessment: Methodological Advances and Computational Frameworks for the Marmara Region, Türkiye
by Polina Lemenkova & Abdullah Can Zülfikar - 1-27 Development and Multireader Evaluation of Radiological RAG-System
by Rustam A. Erizhokov & Alexander E. Gordeev & Polina A. Sakharova & Adel A. Yafarova & Maria D. Varyukhina & Ivan A. Blokhin & Olga V. Omelyanskaya & Anton V. Vladzymyrskyy & Yuriy A. Vasilev - 1-30 Cervical Cancer Dataset Catalog (CCDCAT-U_v1.0; Release v0.1): A Machine-Readable, Reproducible Catalog of Discoverable Human Cervical Cancer and Pre-Cancer Datasets Across Modalities
by Kula Kekeba Tune & Foziya Ahmed Mohammed & Juhar Ahmed Mohammed & Seid Muhie - 1-47 KazakhTextDuplicates: A Controlled Multi-Regime Benchmark for Semantic Deduplication, Semantic Similarity, and Retrieval in Kazakh
by Arailym Tleubayeva & Svitlana Biloshchytska & Oleksandr Kuchanskyi & Yurii Andrashko & Pinar Sarisaray Boluk & Rostyslav Lisnevskyi & Aidos Mukhatayev
May 2026, Volume 11, Issue 6
- 1-13 Research Data Curation Processes in a Comprehensive Open Distance E-Learning Institution: Perspective of a Research Data Curator
by Tinyiko Vivian Dube - 1-22 Temporally Informed Distillation of Embedding Semantics: Beyond Continued Pretraining for Modeling Gender Ideology in Dated Texts
by Yingqiu Ge & Jinghang Gu & Chu-Ren Huang - 1-23 Identification of Latent Profiles and Determining Factors of Academic Stress in University Students: An Integrated Unsupervised–Supervised Machine Learning Approach
by Miguel Angel Valles-Coral & Richard Injante & Lloy Pinedo & Juan Rafael Juárez-Díaz & Wilson Torres-Delgado & Danny Lévano & Job Alberto Saavedra-Saavedra & Cecilia García-Rivas-Plata & Roel Dante Gómez-Apaza & María García-Paredes - 1-29 A Visual Analytics Workflow for Dashboard-Based Classification Support Using Information Gain and Histogram Segmentation
by Marko Blažić & Višnja Ognjenović & Srđan Popov & Katarina Vignjević & Milan Marković & Milan Burić & Vasilije Odžić
April 2026, Volume 11, Issue 5
- 1-8 Whole-Genome Sequencing Dataset from Two High-Risk Breast Cancer Families Negative for BRCA1/2 and Other Known Susceptibility Genes
by Silvia González-Martínez & Alejandra Rezqallah Arón & José Manuel Pérez-García & José Palacios & Belén Pérez-Mies & Javier Román & Laia Garrigos & Judith Balmaña & Daniela Camacho & Sandra Íñiguez-Muñoz & Diego M. Marzese & Javier Cortés - 1-9 Draft Genome Sequence Data of Multidrug-Resistant Pseudomonas aeruginosa , Strain ASK-80
by Shilippreet Kour & Shilpa Sharma & Achhada Ujalkaur Avatsingh & Prem Prashant Chaudhary & Nasib Singh - 1-12 Bibliometric Analysis of the Literature Regarding MRI-Linac: A Paradigm Shift in Radiation Oncology
by Andrea Emanuele Guerini & Paolo Rondi & Federico Mastroleo & Stefania Volpe & Stefano Riga & Stefania Nici & Marco Luzzara & Giulio Ferrazzi & Marco Krengli & Davide Farina & Luigi Spiazzi & Barbara Alicja Jereczek-Fossa & Marco Ravanelli & Michela Buglione di Monale e Bastia - 1-14 Dataset for Cyclic Nonlinear Numerical Modelling of Corroded Reinforced Concrete Columns and Frames
by Dariniel Barrera-Jiménez & Franco Carpio-Santamaría & Sergio Márquez-Domínguez & Irving Ramírez-González & José Barradas-Hernández & Rolando Salgado-Estrada & Alejandro Vargas-Colorado & José Piña-Flores & Gustavo Delgado-Reyes & Armando Aguilar-Menéndez - 1-15 Dataset on Visitor Experience and Digital Technologies at the Archaeological Site of Ancient Dodona
by Elissavet Kosta & Fotios Bosmos & Nikolaos Giannakeas & Alexandros Τ. Tzallas - 1-20 A Decadal Dataset of Offshore Weather and Normalized Wind–Solar Power Yield for Long-Term Evolution and Capacity Siting Planning in the Beibu Gulf, China
by Ziniu Li & Xin Guo & Zhonghao Qian & Aihua Zhou & Lin Peng & Suyang Zhou - 1-20 Machine Learning Models for Predicting Professional Disqualification in Peruvian Association Members
by Manuel Pretel Pretel & Yeny Chávez Llempén & Abel Angel Sullon Macalupu & Paulo Canas Rodrigues & Javier Linkolk López-Gonzales & Esteban Tocto-Cano - 1-21 Methodology and Toolset for an Electric Vehicle Trajectory Dataset Creation: DEVRT
by Harbil Arregui & Iñaki Cejudo & Eider Irigoyen & Estíbaliz Loyo - 1-32 The Influence of AI Competency and Soft Skills on Innovative University Competency: An Integrated SEM–Artificial Neural Network (SEM–ANN) Model
by Kittipol Wisaeng & Thongchai Kaewkiriya
May 2026, Volume 11, Issue 5
- 1-9 Preferred Colleague Dataset: A Human-Annotated Dataset of Perceived Colleague Preference
by Deepu Krishnareddy & Bakir Hadžić & Hamid Gazerpour & Michael Danner & Zhuoqi Zeng & Matthias Rätsch - 1-9 A Rare Earth Elements Database for Peru
by Sergio Ticona & Pablo A. Garcia-Chevesich & Héctor L. Venegas-Quiñones & Guido Salas & Oliver Wanderley Gomez Villagra & Zidane Rooney Pachari Gutierrez & Johanys Trujillo Choque & Madeleine Guillen & Gisella Martínez & Rolando Quispe Aquino & Marcela Huerta & Yezelia Cáceres & Eliseo Zeballos & Mario Nuñez & Cesar Carbajal & Elizabeth Holley & Rod Eggert - 1-10 Dataset for Collaborative Robotics
by Shurook S. Almohamade & John A. Clark & James Law - 1-11 FD-TamperBoard: A Tampering Features Dataset of Fuel Dispenser PCBs for Illicit Metering Detection
by Chenbo Pei & Bin Wang & Xingchuang Xiong & Zhanshuo Cao & Zilong Liu - 1-11 A Dataset of Raw Fabric Grayscale Images for Defect Detection
by Ruben Pérez-Llorens & Teresa Albero-Albero & Javier Silvestre-Blanes - 1-11 VaxiGen Database of Tumor Immunogens
by Stanislav Sotirov & Ivan Dimitrov & Irini Doytchinova - 1-12 High-Temporal-Resolution In Situ Tropical Meteorological Dataset from Santo Domingo, Dominican Republic for Energy and Environmental Applications
by Francisco A. Ramírez-Rivera & Néstor F. Guerrero-Rodríguez - 1-13 TCM-MS2Link: A Unified AI-Ready Dataset Integrating TCM Herb–Compound Knowledge and MS/MS Spectral Data
by Qianjin Li & Feifan Zhao & Jihang Zhang & Heng Zhou & Lin Guo & Xingchuang Xiong - 1-13 Expression of Genes Associated with Epithelial to Mesenchymal Transition in MCF-7 Breast Cancer Cells Treated with Monocarbonyl Analogs of Curcumin C66 and B2BrBC—RT-qPCR Array Dataset
by Radoslav Stojchevski & Sara Velichkovikj & Jane Bogdanov & Katerina Dragarska & Ivana Todorovska & Nikola Hadzi-Petrushev & Mitko Mladenov & Leonid Poretsky & Dimiter Avtanski - 1-14 A Data-Driven Approach to Cardiometabolic Risk Stratification: Development of the Adiposity-Fitness Imbalance Index Using a National Chilean Dataset
by Rodrigo Yáñez-Sepúlveda & José Francisco Tornero-Aguilera & Mario Muñoz-López & Edgar Sancho-Haro & Yeny Concha-Cisternas & Exal Garcia-Carrillo & Jacqueline Páez-Herrera & Felipe Montalva-Valenzuela & Eduardo Guzmán-Muñoz - 1-14 A New Measurement-Based Benchmark Data Set for Radio Spectrum Analysis Applications
by Szilárd László Takács & Lajos Muzsai & Zoltán Németh & Bence Bakos & András Lukács & Csaba Huszty & Péter Vári & András Lapsánszky - 1-15 Genome-Based Characterization of Bacillus velezensis HM1 from Silver Mine Tailings Reveals Potential Metal Resistance and Sulfur Assimilation Traits
by Gustavo Cuaxinque-Flores & Lorena Jacqueline Gómez-Godínez & Marco A. Ramírez-Mosqueda & Jorge David Cadena-Zamudio & Alma Armenta-Medina & José Luis Aguirre-Noyola - 1-16 Multimodal Dataset of In-Home Physiological and Inertial Measurements from Older Heart Failure Patients
by Marcin Kolakowski & Vitomir Djaja-Josko & Jerzy Kolakowski & Irina Georgiana Mocanu & Oana Cramariuc & Ian Perera & Jerzy Gąsowski & Karolina Piotrowicz - 1-16 Methodology for Generating, Augmenting, and Validating an Audio Dataset for Classifying Fire and Forest Sounds
by Robert-Nicolae Boştinaru & Sebastian-Alexandru Drǎguşin & Nicu Bizon & Vasile-Gabriel Iana - 1-17 Development of Intra-Individual Process Metrics in a Serious-Video Game Intervention for ADHD
by Marina Martin-Moratinos & Marcos Bella-Fernández & Maria Rodrigo-Yanguas & Carlos González-Tardón & Aarón Sújar & Hilario Blasco-Fontecilla - 1-17 A Scalable Data Pipeline for Early Detection and Decision Support in Higher Education: YuumCare
by Anabel Pineda-Briseño & María Guadalupe Hernández-Compean & Gabriela Aida Flores-Becerra & María de Jesús Hernández-Quezada & Mayra Manuela De los Santos-Alonso - 1-17 A Dataset: Experimental Analysis of Outdoor Exposed Four-Year-Old Photovoltaic Modules in Dhaka, Bangladesh
by Md. Sabbir Alam & Ahmed Al Mansur & Shahariar Ahmed Himo & Md. Imamul Islam & Khawza Iftekhar Uddin Ahmed & Md. Fayyaz Khan - 1-18 NSCH-Flourishing-ML: A Curated Dataset and Reproducible Pipeline for Machine Learning Analysis of Child Flourishing
by Miguel Arcos-Argudo & Rodolfo Bojorque & Fernando Pesántez & Kely Nieto-Andrade - 1-22 A Conceptual Framework for Semantic Indexing of Data Sources Based on Structured Peer-to-Peer Model, Hilbert Curve, Hypercube and Data Analysis
by Mohammed Ammari & Fadwa Ammari & Abdelaziz Boumahdi - 1-22 Long-Term Repositories—Maintaining Research Databases for Interdisciplinary Projects
by Vincent Feldmar & Tanja Kramm & Constanze Curdt & Dirk Hoffmeister & Olaf Bubenzer & Georg Bareth - 1-23 An Open Industrial Energy Dataset with Asset-Level Measurements and High-Coverage 15-Minute Aggregates from a Manufacturing Facility
by Christopher Flynn & Trevor Murphy & Joseph Walsh & Daniel Riordan - 1-23 Agricultural Life Cycle Assessment Dataset for Phase 1 Goals, Products, and Scope Definitions
by Rahmah Alhashim & Aavudai Anandhi - 1-24 Evaluating the Integrity of LLM-Generated Citations: Prevalence and Risks of Fabricated References in Scientific Literature
by Pablo Picazo-Sanchez & Lara Ortiz-Martin - 1-31 Quantifying the Key Performance Indicators of Success: An Exploratory Analysis of Champion Teams in Europe’s Top Football Leagues
by José Gama & Gonçalo Dias & Rodrigo Mendes & Fernando Martins & Rui Sousa Mendes & Vasco Vaz - 1-31 A Curated Experimental Dataset of UCS and CBR Results from Biopolymer-Based Two-Additive Stabilisation Studies on Fine-Grained Soils
by Abolfazl Baghbani & Delaram Bahrampour & Ahmad Moballegh & Firas Daghistani - 1-32 Intervention to Improve Attitudes Toward Stuttering: A Multi-Site International Replication and Expansion
by Kenneth O. St. Louis & Ben Bolton-Grant & Autumn Cannon & Edna J. Carlo & Sveta Fichman & Shweta Gupta & Krittika Kunda & Hailey M. O’Como & Catherine Porter & Bárbara M. Pratts Pérez & Isabella Reichel & Anne Z. Williams & Salman Abdi & Elizabeth F. Aliveto & Ann Beste-Guldborg & Agata Błachnio & Timothy Flynn & Lejla Junuzović-Žunić & Aneta Przepiórka & Hossein Rezai & Chelsea Roche & Mohyeddin Teimouri Sangani & Michael Azios & Shin Ying Chu & Irena Polewczyk & Cara M. Singer & John A. Tetnowski & Janet S. Tilstra & Katarzyna Węsierska
March 2026, Volume 11, Issue 4
- 1-1 Correction: Felisi et al. Mapping of Data-Sharing Repositories for Paediatric Clinical Research—A Rapid Review. Data 2024, 9 , 59
by Mariagrazia Felisi & Fedele Bonifazi & Maddalena Toma & Claudia Pansieri & Rebecca Leary & Victoria Hedley & Ronald Cornet & Giorgio Reggiardo & Annalisa Landi & Annunziata D’Ercole & Salma Malik & Sinéad Nally & Anando Sen & Avril Palmeri & Donato Bonifazi & Adriana Ceci - 1-9 Curated Vibration Features and an Interpretable Gearbox Health Index (GHI) Baseline for Condition Monitoring Bench-Marking
by Krisztian Horvath - 1-9 OntoNanoMat: A Semantic Dataset and Ontology for Green-Synthesized Nanomaterials in Environmental Remediation
by Carolina L. Recio-Colmenares & Roxana B. Recio-Colmenares & F. E. Castillo-Barrera & Cesar A. Garcia-Garcia - 1-12 SIT-PET: Long-Term Multimodal Traffic Trajectory Data with PET-Based Interaction Events at a Signalized Intersection
by Markus Steinmaßl & Karl Rehrl & Timo Vornberger - 1-13 Georeferenced Dataset on Road Traffic Incidents and Fatalities in Medellín, Colombia (2008–2025)
by Marta Luz Arango Uribe & Enrique Quiceno Rúa & Cristian David Correa Álvarez - 1-16 A Dataset Capturing Decision Processes, Tool Interactions and Provenance Links in Autonomous AI Agents
by Yasser Hmimou & Mohamed Tabaa & Azeddine Khiat & Zineb Hidila
April 2026, Volume 11, Issue 4
- 1-8 Urinary Metabolite Panel Dataset for Bulgarian Children with Autism Spectrum Disorder (ASD)
by Victor Slavov & Lubomir Traikov & Stanislava Ciurinskiene & Maria Savcheva & Till Heine & Radka Tafradjiiska-Hadjiolova & Alexandra Zlatarova & Ivan Tourtourikov & Dilyana Madzharova & Anita Kavrakova & Tanya Kadiyska - 1-11 Retrieving Seasonal Disaster Records from Early-19th-Century Diaries
by Nagai Shin & Taku M. Saitoh & Chifuyu Katsumata - 1-13 Electric Vehicle Routing with Time Windows and Heterogeneous Charging-Station Attribute Dataset
by Ayoub Hanif & Meryem Abid & Mohamed Tabaa & Hassna Bensag & Mohamed Youssfi - 1-14 A Dataset of Annotated DICOM Images of Head CT Angiography for Intracranial Aneurysm Detection
by Evgenia Blagosklonova & Daria Dolotova & Natalia Polunina & Elena Grigorieva & Denis Pakhomov & Vladimir Krylov & Andrey Gavrilov - 1-16 PromptTone: A Dataset for Evaluating Large Language Model Code Generation Under Varying Prompt Politeness Levels
by Manuel Andruccioli & Giovanni Delnevo & Silvia Mirri & Paola Salomoni - 1-17 A Survey Dataset on Student Retention in Higher Education: A Colombian Public University Case
by Erika María López-López & Osnamir Elias Bru-Cordero & Cristian David Correa Álvarez - 1-17 ANAID: Autonomous Naturalistic Obstacle-Avoidance Interaction Dataset
by Manuel Garcia-Fernandez & Maria Juarez Molera & Adrian Canadas Gallardo & Nourdine Aliane & Javier Fernandez Andres - 1-17 Daily and Accumulated Training-to-Match Load Ratios in Professional Soccer: The Influence of Starting Status and Playing Position Across a Full Competitive Season
by Alejandro Sierra-Casas & Daniel Castillo & Filipe Manuel Clemente & Alejandro Rodríguez-Fernández - 1-17 Modelling Extreme Losses in JSE Life Insurance Price Index Growth Rates Using the Generalised Extreme Value Distribution (GEVD) and the Generalised Pareto Distribution (GPD)
by Delson Chikobvu & Tendai Makoni & Frans Frederik Koning - 1-18 Predicting Physical Inactivity in Chilean Adults: A Comparison of Survey-Weighted Logistic Regression and Explainable Machine Learning Models
by Josivaldo de Souza-Lima & Rodrigo Yáñez-Sepúlveda & Frano Giakoni-Ramírez & Catalina Muñoz-Strale & Javiera Alarcon-Aguilar & Maribel Parra-Saldias & Daniel Duclos-Bastias & Andrés Godoy-Cumillaf & Eugenio Merellano-Navarro & José Bruneau-Chávez & Claudio Farias-Valenzuela - 1-18 A Generative Approach to Enhancing Forums Through SVM-Based Spam Detection
by Jose Antonio Rivera-Hernandez & Liliana Ibeth Barbosa-Santillán & Juan Jaime Sánchez-Escobar - 1-19 Scrabbling Syllables into Words: Wordlikeness Norms for European Portuguese Auditory Pseudowords
by Ana Paula Soares & Alberto Lema & Diana R. Pereira & Ana Cláudia Rodrigues & Vinicius Canonici & Helena M. Oliveira - 1-20 AEConvs: A Novel Dataset and Benchmark for Evaluating Empathetic Response Generation in Arabic LLMs
by Afnan Alkhathlan & Abdulrahman A. Mirza - 1-20 Agricultural Soil pH in Fiji
by Diogenes L. Antille & Xueyu Zhao & Jack C. J. Vernon & Timothy P. Stewart & Maria Narayan & James R. F. Barringer & Thomas Caspari & Peter Zund & Ben C. T. Macdonald - 1-21 Dataset on Fatigue Results and Fatigue Fracture Initiation Site Characterization in Stress-Relieved PBF-LB/M Ti-6Al-4V Four-Point Bend and Axial Specimens: Part I (High Power, Variable Scan Velocities)
by Brett E. Ley & Austin Q. Ngo & John J. Lewandowski - 1-21 Data-Driven Probabilistic MACCs for Smart Cities: Monte Carlo Simulation and Bayesian Inference of Rebound Effects
by Arnoldo Eluzaim Rodriguez-Sanchez & Edgar Tello-Leal & Bárbara A. Macías-Hernández & Jaciel David Hernandez-Resendiz - 1-23 Quantitative Evaluation of the Data Governance Policies of “Double First-Class” Universities in China—Based on the PMC Index Model
by Jianfang Gao & Chunlin Li & Tifeng Jiao - 1-24 Enhancing Data Quality with a Novel Neural Parameter Diffusion Approach
by Jun Yang & Kehan Hu & Zijing Yu & Zhiyang Zhang - 1-30 Real-Time Data Transmission and Drilling Performance: Analyses Including Data Propagation Agility in Boreholes, Drilling Parameters and Information Transmission Through MPT Systems
by Andreas Nascimento & Gustavo Henrique Romeu da Silva & Diunay Zuliani Mantegazini & Matthias Reich & Fernando G. Martins
March 2026, Volume 11, Issue 3
- 1-6 CanPests V1.0: A Reference Dataset for Arthropod Pests of Canada Integrating DNA Barcodes
by Sameer Padhye & Chris Ho & Dirk Steinke & Paul D. N. Hebert - 1-7 Dataset for a Monte Carlo-Based Techno-Economic Assessment of the Methanol-to-Jet Fuel Production Pathway
by Enzo Komatz & Severin Sendlhofer & Christoph Markowitsch - 1-9 Tracking K-12 and Higher Education Job Postings Through Web-Scraped Longitudinal Data
by Mark A. Perkins & Bolaji Aderibigbe Akorede - 1-10 Frequency-Band Acoustic Feature Dataset for Comparative Analysis of Electric Vehicle Gearbox Housing Stiffness
by Krisztian Horvath - 1-11 Pasture Plant’s Dataset
by Rafael Curado & Pedro Gonçalves & Maria R. Marques & Mário Antunes - 1-12 Hyperspectral Images of Vine Leaves Treated with Antifungal Products
by Ramón Sánchez & Carlos Rad & Carlos Cambra & Rocío Barros & Álvaro Herrero - 1-12 A Multilingual Dataset of Student Answers, Human Grading, and Multi-LLM Evaluations for Automated Assessment Research Using JorGPT
by Jorge Cisneros-González & Natalia Gordo-Herrera & Iván Barcia-Santos & Yolanda Cerezo & Javier Sánchez-Soriano - 1-13 HyCervix: In Vivo Hyperspectral Cervix Dataset for Non-Invasive Detection of Precancerous and Cancerous Lesions
by Carlos Vega & Norberto Medina & Raquel Leon & Himar Fabelo & Alicia Martín & Gustavo M. Callico - 1-14 Burrows Wheeler Transform on a Large Scale: Algorithms Implemented in Apache Spark
by Ylenia Galluzzo & Raffaele Giancarlo & Mario Randazzo & Simona E. Rombo - 1-16 Privacy-Aware Code-Mixed Cyberbullying Dataset for Session-Based Analysis
by Carlin Chun Fai Chu & Calvin Chun Ho Tong & Chun Hung Chiu & David Po Kin Chan & Simon Ching Lam - 1-20 MultiPolar: A Benchmark Dataset for Digital Photoelasticity Using a Pixelated Polarization Camera
by Juan Camilo Hernández-Gómez & Juan Carlos Briñez-de León & Mateo Rico-García & José López-Prado & Hermes Fandiño-Toro - 1-22 Kula Toponyms: Preserving the Cultural–Linguistic Landscape of Eastern Alor
by Hanjun Hua & Francesco Perono Cacciafoco - 1-24 MAFQA: A Dataset for Benchmarking Multi-Hop Arabic Fatwa Question Answering
by Manal Ali Al-Qahtani & Bader Fahad Alkhamees & Mourad Ykhlef - 1-26 Unified Data Governance in Heterogeneous Database Environments: An API-Driven Architecture for Multi-Platform Policy Enforcement
by Maryam Abbasi & Paulo Váz & José Silva & Filipe Cardoso & Filipe Sá & Pedro Martins - 1-30 An Ontology-Driven Knowledge Graph for Basketball Box Scores: Semantic Filtering and LLM-Based Querying
by Michalis Mountantonakis & Christos Dallas & Nikolas Makrinakis & Dimitris Papadopoulos - 1-32 Leveraging Transformers and LLMs for Automated Grading and Feedback Generation Using a Novel Dataset
by Asmaa G. Khalf & Emad Nabil & Wael H. Gomaa & Oussama Benrhouma & Amira M. El-Mandouh - 1-33 On the Sustainability of Software Recommendations: Analyzing the Least-Answered Site on the Stack Exchange Network
by Arjumand Fatima & Onaiza Maqbool - 1-59 Adaptive Neural Network Method for Detecting Crimes in the Digital Environment to Ensure Human Rights and Support Forensic Investigations
by Serhii Vladov & Oksana Mulesa & Petro Horvat & Yevhen Kobko & Victoria Vysotska & Vasyl Kikinchuk & Serhii Khursenko & Kostiantyn Karaman & Oksana Kochan
February 2026, Volume 11, Issue 3
- 1-9 Dataset of Students for Learning Analytics with Gamification
by Fotios Bosmos & Elissavet Kosta & Konstantinos Sakkas & Niki Eleni Ntagka & Nikolaos Giannakeas - 1-15 Dataset on Continuous Sewer Hydraulic and Pollutant Concentration Observations from 2008 to 2011 Including Precipitation Data, Laboratory Analysis and a Hydrodynamic Model
by Markus Pichler & Thomas Hofer & Valentin Gamerith & Günter Gruber - 1-19 Service Life Dataset Development for Non-Structural Building Envelope Materials—Current State, Knowledge Gaps and Inconsistencies
by Sara Sadeghi & Marzieh Riahinezhad & Elnaz Esmizadeh & Michael A. Lacasse - 1-22 Behavioral and Cognitive Pathways to Information Security Outcomes in Smart Universities
by Chanwit Phakaedam & Charuay Savithi & Arisaphat Suttidee
February 2026, Volume 11, Issue 2
- 1-3 Normative Physical Fitness Profiles and Sex Differences in University Students of Sport Sciences: An Open Dataset of Anthropometrics, Flexibility, Strength, and Jump Performance
by Julio Martín-Ruiz & Laura Ruiz-Sanchis - 1-10 Multiplex Immunofluorescence and Histopathology Dataset of Cell Cycle–Related Proteins in Renal Cell Carcinoma
by Hazem Abdullah & In Hwa Um & Grant D. Stewart & Alexander Laird & Kathryn Kirkwood & Chang Wook Jeong & Cheol Kwak & Kyung Chul Moon & TranSORCE Team & Tim Eisen & Elena Frangou & Anne Warren & Angela Meade & David J. Harrison - 1-10 The Role of Shot Velocity in Advanced Post-Shot Metrics: Evidence from the UEFA European Football Championships
by Blanca De-la-Cruz-Torres & Anselmo Ruiz-de-Alarcón-Quintero & Miguel Navarro-Castro - 1-11 Dual-Source Synthetic Uzbek Corpora for Sentiment Analysis and NER with Controlled Emoji Signals
by Bobur Saidov & Vladimir Barakhnin & Shohrux Madirimov & Umid Ibragimov & Shakhboz Meylikulov & Sultonbek Normamatov & Feruza Bahodirova & Javlonbek Matnazarov & Zarnigor Fayzullaeva - 1-11 Refined IDRiD: An Enhanced Dataset for Diabetic Retinopathy Segmentation with Expert-Validated Annotations and Comprehensive Anatomical Context
by Sakon Chankhachon & Supaporn Kansomkeat & Patama Bhurayanontachai & Sathit Intajag - 1-12 Psoriatic Arthritis (PsA) Clinical Lipidomics Dataset with Hidden Laboratory Workflow Artifacts: A Benchmark Dataset for Data Processing Quality Control in Lipidomics
by Jörn Lötsch & Robert Gurke & Lisa Hahnefeld & Frank Behrens & Gerd Geisslinger - 1-12 Perceptions of Security, Victimization, and Coexistence: A Database from Cali, Colombia
by Jhon James Mora & Enrique Javier Burbano-Valencia & Angie Mondragón-Mayo & José Santiago Arroyo Mina - 1-13 Georeferenced Snow Depth and Snow Water Equivalent Dataset (2025) from East Kazakhstan Region
by Dmitry Chernykh & Roman Biryukov & Lilia Lubenets & Andrey Bondarovich & Nurassyl Zhomartkan & Almasbek Maulit & Dauren Nurekenov & Kamilla Rakhymbek & Yerzhan Baiburin & Aliya Nugumanova - 1-14 In Situ Crop and Soil Data and UAV Imagery from Winter Wheat Fields in a Bulgarian Site
by Petar Dimitrov & Eugenia Roumenina & Georgi Jelev & Lachezar Filchev & Alexander Gikov & Ilina Kamenova & Iliana Ilieva & Dessislava Ganeva & Milena Kercheva & Martin Banov & Veneta Krasteva & Viktor Kolchakov & Emil Dimitrov & Nevena Miteva - 1-14 Dataset on Suicide Risk, Substance Abuse, and Family Functioning Among University Students in Cali, Colombia
by Naydu Acosta-Ramírez & Jorge Mario Angulo-Mosquera & Alejandro Botero-Carvajal - 1-17 Synthetic and Encoded Database of Dengue, Zika, Chikungunya, and Influenza Derived from the Literature
by Elí Cruz-Parada & Guillermina Vivar-Estudillo & Laura Pérez-Campos Mayoral & María Teresa Hernández-Huerta & Alma Dolores Pérez-Santiago & Carlos Romero-Diaz & Eduardo Pérez-Campos Mayoral & Iván Antonio García-Montalvo & Lucia Martínez-Martínez & Héctor Martínez-Ruiz & Idarh Matadamas & Miriam Emily Avendaño-Villegas & Margarito Martínez Cruz & Hector Alejandro Cabrera-Fuentes & Aldo Eleazar Pérez-Ramos & Eduardo Lorenzo Pérez-Campos & Carlos Mauricio Lastre-Domínguez - 1-18 Controlled Generation of Synthetic Spanish Texts: A Dataset Using LLMs with and Without Contextual Retrieval
by José M. García-Campos & Agustín W. Lara-Romero & Vicente Mayor & Jorge Calvillo-Arbizu - 1-18 An Integrated Environmental and Perceptual Dataset for Predicting Comfort in Smart Campuses During the Fall Semester
by Gianni Tumedei & Chiara Ceccarini & Giovanni Delnevo & Catia Prandi - 1-18 Annotated IoT Dataset of Waste Collection Events
by Peter Tarábek & Andrej Michalek & Roman Hriník & Ľubomír Králik & Karol Decsi - 1-18 Individual-Level Behavioral Dataset Linking Trace Eyeblink Conditioning, Contextual Fear Memory, and Home-Cage Activities in rTg4510 and Wild-Type Mice with Doxycycline Treatment
by Ryo Kachi & Takuma Nishijo & Yasushi Kishimoto - 1-21 100 m Resolution Age-Stratified Population Grid Data for China Based on Township-Level in 2020
by Chen Liang & Keting Xiao & Shuimei Fu & Xun Zhou & Xinxin Chen & Mengdie Yang & Jiale Cai & Wenhui Liu & Xinqin Peng & Fuliang Deng & Wei Liu & Mei Sun & Ying Yuan & Lanhui Li - 1-21 S-EDARA: An Atmospheric River Dataset Supplement to EDARA for Impact Assessment
by Ruping Mo - 1-25 A Century of Migration (1830–1939): 735,000 Enriched Records from Bremen’s Ship Passenger Lists
by Tobias Perschl & Pauline Schmidt & Sebastian Gassner & Malte Rehbein
January 2026, Volume 11, Issue 2
- 1-14 Face Typicality–Distinctiveness Norms for the 304 Front-View Faces of the Glasgow Unfamiliar Face Database
by Paulo Ventura & Francisco Cruz & Susana Araújo - 1-29 TGEconomicDataset: A Collection of Russian-Language Economic Telegram Channels and a Synthetic Data Generation Framework for Continuous Authentication
by Elena Luneva & Pavel Banokin & Alexander Shelupanov
January 2026, Volume 11, Issue 1
- 1-8 A Georeferenced Field Dataset of Forest Cover Density and Composition for Vegetation Classification and Monitoring
by Lucio Di Cosmo & Patrizia Gasparini & Antonio Floris & Maria Rizzo & Hannes Markart & Marco Pietrogiovanna - 1-8 Spatial Dataset for Comparing 3D Measurement Techniques on Lunar Regolith Simulant Cones
by Piotr Kędziorski & Janusz Kobaka & Jacek Katzer & Paweł Tysiąc & Marcin Jagoda & Machi Zawidzki - 1-9 Soil Health Descriptors and Socio-Demographic-Economic Context: A Dataset for the European Union
by Lukas Bayer & Keerthi Bandru & Nora Naumann & Cenk Dönmez - 1-9 Experimental Data of a Pilot Parabolic Trough Collector Considering the Climatic Conditions of the City of Coatzacoalcos, Mexico
by Aldo Márquez-Nolasco & Roberto A. Conde-Gutiérrez & Luis A. López-Pérez & Gerardo Alcalá Perea & Ociel Rodríguez-Pérez & César A. García-Pérez & Josept D. Revuelta-Acosta & Javier Garrido-Meléndez - 1-9 A Comprehensive Dataset and Workflow for Building Large-Scale, Highly Oxidized Graphene Oxide Models
by Merve Fedai & Albert L. Kwansa & Yaroslava G. Yingling - 1-9 A Curated Dataset on the Acute In Vivo Ecotoxicity of Metallic Nanomaterials from Published Literature
by Surendra Balraadjsing & Willie J. G. M. Peijnenburg & Martina G. Vijver - 1-10 A Database of Fruit and Seed Morphological Traits and Images from Subtropical Flora of Hong Kong
by Ying Ki Law & Chun Chiu Pang & Ting Wing Shum & Theodora Chin-Tung Chan & Cheuk Yan Law & Billy Chi Hang Hau - 1-11 Long-Term Temporal Variability of Flowering Day of Red Spider Lily ( Lycoris radiata )
by Nagai Shin & Taku M. Saitoh - 1-14 Whole-Genome Sequencing of Sinorhizobium Phage AP-202, a Novel Siphovirus from Agricultural Soil
by Marina L. Roumiantseva & Alexandra P. Kozlova & Victoria S. Muntyan & Maria E. Vladimirova & Alla S. Saksaganskaia & Andrey N. Gorshkov & Marsel R. Kabilov & Boris V. Simarov - 1-16 Dataset on Citizens’ Perceptions of Urban Resilience: Survey Results from Veracruz—Boca Del Río Metropolitan Area, Mexico
by María de los Ángeles Martínez-Cosío & José Eriban Barradas-Hernández & Sergio Márquez-Domínguez & Alejandro Vargas-Colorado & Pedro Javier García-Ramírez & Gerardo Mario Ortigoza-Capetillo & José Piña-Flores & Franco Antonio Carpio-Santamaría & Abigail Zamora-Hernández & Erick Alejandro Ramírez-Martínez & Dariniel de Jesús Barrera-Jiménez - 1-16 Actual Evapotranspiration Dataset of Mongolia Plateau from 2001 to 2020 Based on SFE-NP Model
by Yuhui Su & Juanle Wang & Baomin Han - 1-17 Multimodal MRI–HSI Synthetic Brain Tissue Dataset Based on Agar Phantoms
by Manuel Villa & Jaime Sancho & Gonzalo Rosa-Olmeda & Aure Enkaoua & Sara Moccia & Eduardo Juarez - 1-19 Data on Scuttle Flies (Diptera: Phoridae) Based on Extensive Sampling Regions in Central and Eastern European Russia
by Alexander B. Ruchin & Bernd Grundmann & Mikhail N. Esin - 1-19 A BIM-Derived Synthetic Point Cloud (SPC) Dataset for Construction Scene Component Segmentation
by Yiquan Zou & Tianxiang Liang & Wenxuan Chen & Zhixiang Ren & Yuhan Wen - 1-20 Dataset for Device-Free Wireless Sensing of Crowd Size in Public Transportation Environments
by Robin Janssens & Rafael Berkvens & Ben Bellekens - 1-22 Dataset on AI- and VR-Supported Communication and Problem-Solving Performance in Undergraduate Courses: A Clustered Quasi-Experiment in Mexico
by Roberto Gómez Tobías - 1-24 Towards Data-Driven Decisions in Agriculture—A Proposed Data Quality Framework for Grains Trials Research
by Aakansha Chadha & Nathan Robinson & Judy Channon - 1-38 A Reproducible FPGA–ADC Synchronization Architecture for High-Speed Data Acquisition
by Van Muoi Ngo & Thanh Dong Nguyen - 1-43 Clustering of Temporal and Visual Data: Recent Advancements
by Priyanka Mudgal
December 2025, Volume 11, Issue 1
- 1-8 Transcriptomic Profiling of HepaRG Cells During Differentiation and 3-Methylcholanthrene Induction Using Oxford Nanopore Direct RNA Sequencing
by Nataliya G. Luzgina & Svetlana N. Tarbeeva & Daniil D. Romashin & Konstantin G. Ptitsyn & Svetlana A. Khmeleva & Leonid K. Kurbatov & Sergey P. Radko & Anna S. Kozlova & Polina A. Veselova & Ekaterina V. Ilgisonis & Alexander L. Rusanov - 1-11 Anonymized Dataset of Information Systems and Technology Students at a South African University for Learning Analytics
by Rushil Raghavjee & Prabhakar Rontala Subramaniam & Irene Govender - 1-13 Seasonal Trap Captures Data of Stink and Leaf-Footed Bugs in a Northern Italian Ecosystem
by Vito Antonio Giannuzzi & Valeria Rossi & Rihem Moujahed & Adriana Poccia & Florinda D’Archivio & Tiziano Rossi Magi & Elena Chierici & Luca Casoli & Gabriele Rondoni & Eric Conti - 1-38 A Dual-Model Framework for Writing Assessment: A Cross-Sectional Interpretive Machine Learning Analysis of Linguistic Features
by Cheng Tang & George Engelhard & Yinying Liu & Jiawei Xiong
November 2025, Volume 10, Issue 12
- 1-12 SurfaceEMG Datasets for Hand Gesture Recognition Under Constant and Three-Level Force Conditions
by Cinthya Alejandra Zúñiga-Castillo & Víctor Alejandro Anaya-Mosqueda & Natalia Margarita Rendón-Caballero & Marcos Aviles & José M. Álvarez-Alvarado & Roberto Augusto Gómez-Loenzo & Juvenal Rodríguez-Reséndiz - 1-27 DECOVID: A UK Two-Center Harmonized Database of Acute Care Electronic Health Records for COVID-19 Research
by DECOVID Consortium & Louis J. M. Aslett & Andreea Avramescu & Nicholas Bakewell & Isabel Birds & Louise Bowler & Michael P. J. Camilleri & Sheng-Chia Chung & David A. Clifton & Samuel N. Cohen & Nathan Constantine-Cooke & Eric G. Daub & Shaun Davidson & Spiros Denaxas & Karla Diaz-Ordaz & Richard Feltbower & Suzy Gallier & Stephen Gardiner & Francesca Gasperoni & Robert J. B. Goudie & Rebecca E. Green & Marlous Hall & Chris Holmes & John R. Hurst & Mark M. Iles & Joao Jorge & Emma Karoune & Ruth Keogh & Ruairidh King & Ruth King & Paul D. W. Kirk & Roman Klapaukh & Samaneh Kouchaki & Alvina G. Lai & Nathan Lea & Clemence Leyrat & Kezhi Li & Watjana Lilaonitkul & Huiqi Y. Lu & Terry Lyons & Ann Marie Mallon & Andrew Manderson & Nicolò Margaritella & Joshua Matteson & Sam Morley & Hannah Nicholls & Martin O’Reilly & Christina Pagel & Edward Palmer & Jack Roberts & Timothy J. Roberts & David S. Robertson & James Robinson & Patrick Rockenschaub & Roy Ruddle & Elizabeth Sapey & Luis Santos & Andrew A. S. Soltan & Fang Gao Smith & Colin Starr & Oliver Strickson & Li Su & Mia S. Tackney & Johan H. Thygesen & Ana Torralbo & Alice Turner & Catalina A. Vallejos & Chenyang Wang & Kirstie Whitaker & Tony Whitehouse & David R. Westhead & Wai Keong Wong & Yue Wu & Lingyi Yang & Xiaoxu Zou
December 2025, Volume 10, Issue 12
- 1-10 Georeferenced Sediment and Surface Water Element Concentrations in the Coastal Liepāja Lake (Latvia), 2024
by Inga Grinfelde & Uldis Valainis & Maris Nitcis & Ieva Buske & Jana Grave & Normunds Stivrins & Vilda Grybauskiene & Gitana Vyciene & Maris Bertins & Jovita Pilecka-Ulcugaceva - 1-10 Early-Season Field Reference Dataset of Croplands in a Consolidated Agricultural Frontier in the Brazilian Cerrado
by Ana Larissa Ribeiro de Freitas & Fábio Furlan Gama & Ivo Augusto Lopes Magalhães & Edson Eyji Sano - 1-12 Sound Absorption Coefficient Data for Laboratory-Produced Sound-Absorbing Panels from Textile Waste
by Kristaps Siltumens & Inga Grinfelde & Raitis Brencis & Andris Paeglitis - 1-12 Computational Dataset for Polymer–Pharmaceutical Interactions: MD/MM-PBSA and DFT Resources for Molecularly Imprinted Polymer (MIP) Design
by David Visentin & Mario Lovrić & Dejan Milenković & Robert Vianello & Željka Maglica & Kristina Tolić Čop & Dragana Mutavdžić Pavlović - 1-12 A Real-World Underwater Video Dataset with Labeled Frames and Water-Quality Metadata for Aquaculture Monitoring
by Osbaldo Aragón-Banderas & Leonardo Trujillo & Yolocuauhtli Salazar & Guillaume J. V. E. Baguette & Jesús L. Arce-Valdez - 1-13 AlimurgITA: A Database of the Italian Alimurgic Flora
by Piera Di Marzio & Angela Di Iorio & Carmen Giancola & Bruno Paura - 1-14 Using Machine Learning to Identify Predictors of Heterogeneous Intervention Effects in Childhood Obesity Prevention
by Elizabeth Mannion & Kristine Bihrmann & Nanna Julie Olsen & Berit Lilienthal Heitmann & Christian Ritz - 1-14 Articulatory Data on Preboundary Lengthening Across Prominence Conditions in American English
by Jiyoung Jang & Sahyang Kim & Taehong Cho - 1-14 Automated Building of a Multidialectal Parallel Arabic Corpus Using Large Language Models
by Khalid Almeman - 1-16 Open Dataset on Neurocognitive Complaints and Physical Symptoms in Long COVID: A Six-Month Post-Infection Cohort
by Somayeh Pour Mohammadi & Francisco Mercado Romero & Moein Noroozi Fashkhami & Irene Peláez