cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/m4frf87rkc
title: A Comprehensive Survey on the Economic Transformation of Local Vendors Through Digital Integration: Assessing the Impact of Online Platforms, Customer Data, and Logistics in Villages, Towns, and Cities

description: This study explores the economic transformation of local vendors in villages, towns, and cities through the adoption of digital platforms, customer data analytics, and enhanced logistics. The rise of e-commerce and digital infrastructure has provided small-scale vendors with opportunities to expand their market reach, improve operational efficiency, and contribute to regional economic growth. Digital integration has been recognized as a key driver of economic progress, offering vendors access to a larger customer base, enabling more efficient inventory management, and streamlining financial transactions (Chen & Zhang, 2021). However, the transition to digital commerce is fraught with challenges, including a lack of technical expertise, financial constraints, regulatory barriers, and concerns over cybersecurity (Kumar et al., 2020). This study utilizes survey-based data from 776 participants across multiple regions to assess the challenges and benefits of digital integration. The findings highlight the need for policy interventions, technological support, and financial accessibility to ensure the successful digital transition of local vendors. Furthermore, the study suggests that targeted government initiatives, public-private partnerships, and digital literacy programs can bridge the gap between traditional business operations and modern e-commerce ecosystems, thereby fostering sustainable economic growth.
DOI: 10.6084/m9.figshare.1185428.v2
title: Interventions tested in preclinical studies using transgenic mouse models of AD

description: Dataset of all interventions tested in transgenic mouse models of Alzheimer's disease between 1997 and 2009. Permission for use with full acknowledgement of authors and source.
DOI: 10.6084/m9.figshare.27274815.v2
title: <b>Organic carbon and lignin parameters in riverbank soils along two major rivers of China</b>

description: This study analyzed grain size composition, specific surface area (SSA), total OC (TOC), stable carbon isotopic composition (δ<sup>13</sup>C), lignin phenols, and thermal gravimetric properties of riverbank soils from the Changjiang and Huanghe. The overarching objective was to enhance our understanding of the sources, distribution, degradation, and thermal stability of OC and lignin in these two major river systems of China.
DOI: 10.6084/m9.figshare.4290056.v1
title: Pacific coral reef viromes

description: Pacific coral reef viromes analyzed in Silveira et al., 2017 "Bacteriophage genomic signatures and transfer of bacterial virulence genes in coral reefs" and first published in Knowles et al., 2016 "Lytic to temperate switching of viral communities".
DOI: 10.17632/twn9vygmgf
title: Data for: The investigation of inverted p-i-n planar perovskite solar cells based on FASnI3 films

description: The dates of figures.
DOI: 10.17632/8khwwsn3xx
title: Phytophthora: an underestimated threat to agriculture, forestry and natural ecosystems in sub-Saharan Africa

description: This dataset contains a compilation of Phytophthora species found in sub-Saharan Africa. The primary source of data for Phytophthora species recorded in this region was the USDA Fungus-Host Database (Farr and Rossman 2021). Supplementary data, including published lists and literature, were also consulted to enhance and refine the dataset. Additionally, records of Phytophthora strains from sub-Saharan African countries were included from the CBS collection at the Westerdijk Fungal Biodiversity Institute (https://wi.knaw.nl/), the Herb IMI database maintained by Kew Royal Botanical Gardens (http://www.herbimi.info/herbimi/home.htm), and the World Phytophthora Collection (WPC) housed at the University of California, Riverside (https://microplantpath.ucr.edu/world-phytophthora-collection-university-california-riverside). Whenever possible, the dataset utilized the updated taxonomic names for species that have undergone taxonomic revision. It is important to note that the dataset does not differentiate between records supported by molecular data and those based solely on morphological data.
DOI: 10.17632/c33wtk56v6
title: Data of Knowledge towards Zika Virus Infection in Sabah, Malaysia

description: This dataset presents a cross-sectional survey and was conducted to assess the knowledge on Zika Virus infection among adults in Sabah. The data were collected from December 2019 to February 2021, 274 adults living in forest fringe communities were interviewed by trained personnel and have completed the distributed questionnaires. SPSS version 27.0 was used to analysed the data. These data could serve as auxiliary information and/or research data for other researchers in Sabah. It could also serve as guide or reference data to other researchers outside Sabah who may be interested in carrying out similar research in other state.
DOI: 10.17632/c9s8b54ksh
title: Data for: Microplastic and artificial cellulose microfibers ingestion by reef fishes in the southwestern Atlantic

description: This study evaluated the ingestion of microplastic and artificial cellulose by 103 specimens belonging to 21 reef fish species from the southwestern Atlantic. Nine species ingested particles- seven species both types and three only one kind.
DOI: 10.17632/36j5j962ts
title: Affording Social Experience for Adolescents Using Immersive Virtual Reality: A Moderated Mediation Analysis

description: social emotional competence, IVR, social experience
DOI: 10.17632/rwh8kjzdch
title: Resistance Spot Welding Insights: A Dataset Integrating Process Parameters, Infrared, and Surface Imaging

description: The database serves as comprehensive record of the welding spot process, including 
- The monitor of crucial process parameters such as current and force during the nugget formation.
- Record of input parameters such as current, welding time, applied force to the electrodes, and characteristics of the material used as thickness and material type. 
- Welding output of as the mechanical resistance and nugget diameter, along with its corresponding classification.
Additionally, images of the melting point (nugget) were taken with a thermographic camera and digital camera to link the relationship between input parameters for each unit build.
DOI: 10.6084/m9.figshare.27604968.v1
title: <b>Media Portrayals and Intergenerational Relationships in India</b>

description: <b>Media Portrayals and Intergenerational Relationships in India</b>
DOI: 10.6084/m9.figshare.7422863.v1
title: Table S1. Substrates, spatial coordinaes, and genotyping of Armillaria collections from Clonal evolution and genome stability in a 2500-year-old fungal individual

description: Detailed information on the origin of all Armillaria collections
DOI: 10.17632/ckcgkmc993
title: Three-Dimensional Numerical Simulation of a Flat Plate Perpendicularly Submitted to Current With a Blockage Ratio of 0.214: URANS and Detached Eddy Simulation

description: See the paper for more details: 
https://doi.org/10.1115/1.4053316
DOI: 10.17632/d7t2px2mp6
title: New Common Swahili Slangs

description: New updated list of Swahili Slangs with their respective proper words, the dataset are lowercased and comma separated. Slangs Dataset will be replaced by its respective proper words, so as to maintain consistence during vectorization to form vectors that can be used for machine learning tasks
DOI: 10.17632/h8d7zgmchf
title: GRADE: A code to determine clathrate hydrate structures

description: GRADE is an open-source software package that identifies clathrate hydrate structures given the atomic coordinates of oxygen atoms of water. These structures are commonly found in natural gases and they are relevant to understand antifreezing proteins as well as the hydrophobic effect. In this manuscript, we describe basic algorithms used by GRADE to determine 5^12, 6^2 5^12 and 6^4 5^12 water cages. These algorithms are based on the connectivity of five and six-folded rings made of first-neighbor water molecules. Schemes to speed up the calculation of these cages are discussed and implemented in the code. GRADE also computes the four-body order parameter F_4 commonly used to identify different phases of water. An example of how GRADE can be used to compute the spontaneous nucleation of methane clathrates is also provided.
DOI: 10.17632/j9sp322drp
title: Ripen Banana Dataset: A Comprehensive Resource for Carbide Detection and Ripening Stage Analysis to Enhance Food Quality and Agricultural Efficiency

description: Under two conditions—natural ripening and accelerated ripening using calcium carbide—this dataset on "Ripen Banana" explores the many phases of ripening in Musa Sapientum, often known as the Sabri banana. Starting on August 26, 2024, the seven-day controlled experiment collected the data till September 2, 2024. Following Calcium Carbide treatment and at specified times for naturally ripened bananas, we took 1,404 original photos using a phone camera at two-hour intervals. Along with 1,093 naturally ripened bananas, the collection included 311 photos of carbide-treated bananas that attained full ripening by the second day. Moreover, methods of data augmentation were used to attain class balance, producing 2,814 enhanced photos for the naturally ripened batch and 3,596 augmented images for the batch treated with carbide.
DOI: 10.17632/tb9yrptydn
title: Dataset of electric passenger cars with their specifications

description: This dataset lists all fully electric passenger cars with their attributes (properties). The collection does not contain data on plug-in hybrid cars and electric cars from the so-called “range extenders”. Hydrogen cars were also not included in the dataset due to the insufficient number of mass-produced models and different (compared to EV) specificity of the vehicle, including the different charging methods. The dataset includes cars that, as of 2 December, 2020, could be purchased in Poland as new at an authorized dealer and those available in public and general presale, but only if a publicly available price list with equipment versions and full technical parameters was available. The list does not include discontinued cars that cannot be purchased as new from an authorized dealer (also when they are not available in stock). The subject of the study is only passenger cars, the main purpose of which is to transport people (inter alia without including vans intended for professional deliveries). The dataset of electric cars includes all fully electric cars on the primary market that were obtained from official materials (technical specifications and catalogs) provided by automotive manufacturers with a license to sell cars in Poland. These materials were downloaded from their official websites. In the event that the data provided by the manufacturer were incomplete, the information was supplemented with data from the SAMAR AutoCatalog (link can be found in References section). The database consisting of 53 electric cars (each variant of a model – which differs in terms of battery capacity, engine power, etc. – is treated as separate) and 22 variables (25 variables, including make, model and “car name” merging these two previous).
DOI: 10.6084/m9.figshare.28631276.v1
title: Empirical Study Results and Corresponding Datasets for Paper No. 595

description: This repository presents our manual analysis results of empirical study as well as the corresponding datadets.<br><br>The datasets consist of two key components: (1) File “EAIR_system_dataset.zip” contains our collected 80 EAIR system projects from industry, academic, and open-source platforms (e.g., GitHub); (2) Based on the bug reports from these EAIR system projects , we manually investigate and collect a dataset containing 885 EAIR bugs, as shown in File “EAIR_bug_dataset.zip”<br><br>File “Labeled_bug_sheets.csv” provides our empirical analysis results including the bug causes, bug symptoms, and bug distribution on our collected 885 EAIR bugs.
DOI: 10.6084/m9.figshare.28667981.v1
title: Datasets from IoT devices

description: The data was collected using IoT sensors that transmit measurements to a local server via Wi-Fi at a frequency of 5 seconds. The system integrates temperature, humidity, light, pH, and electrical conductivity (EC) sensors connected to an ESP Arduino microcontroller. The microcontroller was programmed to transmit data via HTTP. The data received by the server is automatically saved in CSV format, broken down by days, with a separate file containing 17,280 lines (one record every 5 seconds) collected for each day during a week.
DOI: 10.6084/m9.figshare.28742903.v1
title: Supplementary Material for: Quality of life (QoL) of cancer patients in routine clinical care using the example of checkpoint inhibition therapy - A Delphi Consensus

description: Introduction: The introduction of immune checkpoint inhibitors (CPIs) in oncology has improved the long-term perspectives of many patients and is bringing the quality of life (QoL) into focus as a treatment-relevant variable. In clinical routine, standardized and reliable tools for collecting, understanding, and utilizing QoL information are needed. In the current work, an interdisciplinary consensus on aspects of QoL in standard clinical practice has been put forth.

Methods: After independent, structured individual interviews with members of an interdisciplinary expert panel (n=12), ten theses on QoL with particular consideration regarding CPI therapy were drafted. These formed the basis of a multi-stage, independent, anonymous, externally commented, qualitative Delphi process. During the period 05-12/2022, the panel developed interdisciplinary consensus recommendations for recording QoL and its role in decision-making in everyday care.

Results: Out of ten theses, five recommendations arranged into three subject areas were agreed upon. QoL is considered a multifactorial and dynamic parameter that goes far beyond treatment-associated side effects. Mindful communication with the patient is considered the basis for QoL assessment and QoL modification. In everyday clinical practice, QoL should be documented and assessed in a structured, regular, and individualized way, thereby providing a basis for decisions on treatment options.

Conclusion: The individual QoL of cancer patients should be assessed before and throughout therapy. Especially for long-term responders of CPI therapy and in the adjuvant setting, QoL appears to be treatment relevant. The recommendations based on the Delphi method provide practical assistance.
DOI: 10.6084/m9.figshare.11591913.v5
title: Eduardo et al 2020 Dataset_Knowledge and self-use of medicinal plants by health university students in Brasília-Brazil

description: A experiment based on the measurement of the academic about the use of medicinal plants is increasing, this article aims to analyze the behavior of future health professionals regarding the use of medicinal plants, since they will be responsible for the orientation and education of patients and the population
DOI: 10.6084/m9.figshare.16571522.v1
title: Échantillons I/Q pour démodulation FM

description: Ce fichier accompagne l'interlude "La démodulation de signaux FM" du livre<i> Programmation Python avancée, Guide pour une pratique élégante et efficace</i> aux éditions Dunod (ISBN 978-2-10-081598-2) <br>
DOI: 10.17632/dywwnjv22h
title: Dataset - Image-Driven Prediction of Fatigue Crack Growth in Metal Materials via Spatiotemporal Neural Network

description: File #1 "DataFromDIC_CSV" contains displacement fields obtained from DIC measurement for 19 specimens. The data is saved in .csv format.
File #2 "DataAfterInterpolation_PT" contains interpolated displacement fields from the DIC results for 19 specimens. The data is saved in .pt format. They are used as input for training, validation and testing. We use open-source program "Griddata" to do the interpolation.
File #3 "TrainedModel_PT" contains the trained neural networks used in the paper.
File #4 "Cycles vs Crack Length.xlsx" shows the relations between fatigue cycles and crack lengths measured from .PT files. We only measured crack lengths for 4 specimens used in the paper.
File #5 "Readme.txt" shows the naming system for the folders in File #1 and #2.
DOI: 10.17632/gxc94ty5tw
title: Efficacy and safety of nail gutter therapy and topical timolol for treating epidermal growth factor receptor inhibitor-induced nail changes: a randomized, single-blind, intra-individual study

description: Supplementary data for "Efficacy and safety of nail gutter therapy and topical timolol for treating epidermal growth factor receptor inhibitor-induced nail changes: a randomized, single-blind, intra-individual study"
and video link: how to perform the nail gutter technique using a nasogastric tube.
DOI: 10.17632/pd8b3kzxmk
title: Data for: Paleoecology of the middle Eocene ostracods of Egypt

description: Occurrence matrix of the ostracod taxa in Middle Eocene rocks of Egypt
DOI: 10.17632/w5zcg5wsnb
title: Revealing the photoredox potential of azulene derivatives as panchromatic photoinitiators in various light-initiated polymerization processes

description: Herein, the application of previously unknown azulene derivatives as effective panchromatic photosensitizers in the visible light range in the initiation of light-induced cationic and free-radical polymerization processes was investigated. The presented azulene derivatives showed a high photoreodox potential allowing the use of these compounds in two-component and three-component photoinitiating systems for various photopolymerization processes. In addition, within the scope of this manuscript, the effectiveness of using photoinitiating systems containing the proposed azulene derivatives in 3D printing to obtain three-dimensional polymer structures has been confirmed and for the first time proven in the literature.
DOI: 10.6084/m9.figshare.25632648.v1
title: <b>The B-level International Competitiveness of the Contemporary Hungarian Music Industry - </b>Appendix VIII.1.: Interview Transcripts

description: Five interview transcripts are attached, that were used in primary data collection conducted by Tamás Madarasi (2024) for the study of <b>The B-level International Competitiveness of the Contemporary Hungarian Music Industry.</b>
DOI: 10.17632/x9mkhv743y
title: Proteomic analysis of human autosomal recessive retinitis pigmentosa (arRP) vitreous
DOI: 10.6084/m9.figshare.4252211.v2
title: crastallization dataset

description: This spectrum dataset is the crystallization, which relates to the concentration of LGA. It is measured by ATR-FTIR spectroscopy at different LGA solution concentrations and temperatures. The spectrum data is recorded at 215 wavelengths across the region 1000-1800. This dataset is divided into a training set of 227 samples and a test set of 75 samples. The solution concentration is measured at 9.0, 15.0, 21.0, 27.0, 33.0, 39.0 g/L and the temperature ranges from 15 to 75 °C.
DOI: 10.17632/n6wvhdcr6j
title: Replication Program for "Set it and Forget it? Financing Retirement in an Age of Defaults"

description: Replication code and data for paper "Set it and Forget it? Financing Retirement in an Age of Defaults" in the Journal of Financial Economics.
DOI: 10.17632/nnztm62zwj
title: Raw and processed data for Titanium nanotopography enhances mechano-response of osteocyte three-dimensional network toward osteoblast activation

description: Includes all raw and analyzed data corresponding to the publication “Titanium nanotopography enhances mechano-response of osteocyte three-dimensional network toward osteoblast activation”, Material Today Bio (2024). Data cover imaging, molecular quantification, and statistical outputs.
https://doi.org/10.1016/j.bioadv.2024.213939
DOI: 10.6084/m9.figshare.28082549.v1
title: Supplementary data of ``U-RNN high-resolution spatiotemporal nowcasting of urban flooding''

description: The dataset is a spatial and temporal dynamic simulation of rainfall-induced urban flooding. A total of 56 rainfall events, including 20 measured rainfall events and 36 design rainfall events, are used to assess urban flooding induced by various rainfall conditions. The measured rainfall events are the most severe rainfall events recorded in Shenzhen City, China, during the period from 2008 to 2018, with a duration of 6 hours, a rainfall amount of 48-211 mm, and a return period of 0.1-20 years. To analyze the potential extreme rainfall risk due to climate change, we design some extreme rainfall events based on Chicago storm profiles and Shenzhen rainfall intensity-duration-frequency relationships, with a duration of 3 h, a return period of 100-500 years, a time-peak ratio range of 0.1-0.9, and a data recording frequency of 1 min. The flooding spatio-temporal dynamics data are generated by MIKE Plus version 2023 simulation with a recording frequency of 1 min. We also provided geo-information data including DSM, drainage inlet area and imperviousness.
DOI: 10.6084/m9.figshare.29154545.v1
title: statistical repository Collège Jean Macé.sav

description: This research examines the effects of an asymmetric virtual reality (VR) application—<i>The NYC Serious Game</i>—designed to enhance English learning among French middle schoolers. Anchored in immersive learning theory and guided by frameworks from user experience (UX) design and cognitive workload assessment (NASA-TLX), the study focuses on four main areas: UX perception, learner motivation, mental effort, and students’ self-evaluated English skills and confidence. The game uses a collaborative format where only one student is immersed in the VR environment, while peers support them from outside, encouraging authentic communication and group interaction. A total of 117 students aged 13 to 15 took part in the experiment. Data were gathered using standardized instruments (AttrakDiff2 for UX, NASA-TLX for workload, and a motivation scale).
DOI: 10.15468/dl.5abqpr
title: Occurrence Download

description: A dataset containing 5542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gypsophila paniculata L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 5542 records from 276 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012977-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2thnp7mcxx
title: Longjing tea classification dataset

description: This dataset is prepared for Longjing tea quality identification and classification by using computer vision. The dataset contains Longjing tea from three different origins: West Lake Zone （Wllj）, Qiantang Zone (Qtlj) and Yuezhou Zone (Yzlj). Longjing tea from each origin contains four grades, which are named 1-4 according to Arabic numerals. The tea grade of each image is judged by at least two experts. Small numbers represent high tea grade and good quality. The images in the dataset were captured using industrial camera under the same controlled environment. The label of every image is the folder name.
DOI: 10.17632/884ds27xc5
title: Data for "Shock-induced devolatilization of phlogopite"

description: This is the supporting material for the article "Shock-induced devolatilization of phlogopite". It includes datasets produced by ab initio molecular dynamics and post-processing software package UMD, such as self-diffusion coefficient, coordination, fluid composition, etc.