cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7296536.v6
title: Monogenic Diabetes in East Asian Population: Supplement Tables & Figure

description: Supplement Table 1. Baseline characteristics of 2,090 non-type 1 diabetes participants in the Seoul National University Hospital Diabetes Clinic cohort. Supplement Table 2. Genes included in targeted panel sequencing and their percent coverage at each frequency. Supplement Table 3. Criteria for classifying pathogenic variants. Supplement Table 4. ACMG-AMP interpretation result for each rare, non-silent variant.
DOI: 10.17632/68kpg8np6k
title: The impact of Artificial Light at Night (ALAN) on moths (Lepidoptera, Heterocera): A Review of the Literature

description: The impact of Artificial Light At Night (ALAN) is increasingly recognised as a critical environmental issue, particularly for nocturnal insects such as Lepidoptera Heterocera. To identify key knowledge gaps, we carried out a systematic review of the scientific literature focusing specifically on the effects of ALAN on nocturnal Lepidoptera. Our review encompassed 286 studies, which were categorised according to document type, research methodology, and study objectives. We present here the dataset derived from this literature review (Dataset_S1). 
Studies were classified based on the taxonomic focus and primary research aim (application, effect, or physiological response). Further categorisation was conducted to determine the level of biological organisation targeted by the research (single species, species group, or community), as well as the type of study (review, laboratory-based, field-based, or combined laboratory and field). For studies addressing Lepidoptera Heterocera in particular, we also recorded the life stage investigated (larval, pupal, adult, or multiple stages).
Given the specific objective of this research to focus on nocturnal Lepidoptera, we further categorised the type of effect reported in studies addressing this group (Table_S2). The dataset details the nature of the reported effects (positive, negative, or null), classifying each publication according to the life stage investigated (larval, pupal, adult, or multiple stages) and the research context (field-based or laboratory-based). Moreover, we included a brief description of the observed effects and provided abbreviated citations of the respective authors.
DOI: 10.17632/sxmgyvxpv9
title: Data-driven E-commerce UI Personalization: Going Beyond Product Recommendations

description: The dataset includes
1. online store customer behavior data (clickstream) from 1.04.-30.11.2023, used to cluster customers and evaluate the effectiveness of implemented modifications (catalog: learning-dataset)
2. clustering results to verify the effectiveness of implemented changes (catalog: clustering)
3. detailed data for calculation of macro-conversion indicators (catalog: macro-conversion-indicators)
3. detailed data for calculation of micro-conversion indicators (catalog: micro-conversion-indicators)
DOI: 10.17632/ydjs4yr89m
title: Articles related to automated task review and feedback systems, published in the 21st century.

description: Data set of articles and scientific publications related to job and task review and feedback systems that have been published throughout the 21st century. Information from various databases is contemplated. The dataset can be used to conduct a literature review with respect to this area of research.
DOI: 10.17632/759wp8933d
title: Six types of intercity relationships between 293 Chinese cities using collocation analysis

description: This csv file contains six types of intercity relationships between 293 Chinese cities using collocation analysis extracted from the web archive,  Common Crawl.
DOI: 10.17632/h63sf9gs5f
title: Dataset of mental health and nutrition on COVID-19 patients in Indonesia

description: This data article presented about the data of nutrition and mental health including anxiety, depression, and stress among 259 respondents that has analyzed descriptively. The data has been collected using online questionnaire in Samarinda City, East Kalimantan Island, Indonesia among post-covid-19 patients in several sub-districts area of Samarinda. The data collected using purposive sampling, at one-time data retrieval in 2022 using Short Form Food Literacy Questionnaire (SFLQ) and Depression Anxiety Stress Scale-21 (DASS-21).
DOI: 10.17632/rxbtpns4b4
title: Distal radius fracture

description: Distal radius fracture
DOI: 10.17632/64t743382w
title: Brain_Tumor_3

description: The brain tumor dataset can be reclassified into three broader categories to simplify the classification task and reflect clinical or biological relevance. The first category, Glioma Tumor, includes only gliomas, which are aggressive intra-axial tumors originating from glial cells within the brain tissue. These tumors often require intensive treatment and careful monitoring. The second category, Pituitary Tumor, comprises only pituitary tumors, which arise from the pituitary gland located at the base of the brain. These are generally benign and have distinct clinical symptoms related to hormonal imbalance. The third category, Non-Tumor, developing from the meninges—with the No Tumor class, representing healthy brain scans. This grouping is intended to consolidate less aggressive or non-tumor cases, making the classification more practical for medical diagnosis and computational modeling.
DOI: 10.17632/rs685cvxf2
title: Data for: Healthcare curriculum influences on stigma; Core psychiatry course impact on pharmacy, nursing and social work student attitudes toward personal disclosure or towards people with mental illness

description: Data relates to OMS-HC survey administered to students pre/post didactic psychiatry coursework for pharmacy, nursing and social work students.
DOI: 10.6084/m9.figshare.24416749.v3
title: OpenCitations Index Scholix dataset of all the citation data

description: This dataset contains all the citation data (in Scholix format) included in the OpenCitations Index, released on July 1, 2024.<b>Note: </b>the information for each citation is sourced from OpenCitations Meta (https://opencitations.net/meta), a database that stores and delivers bibliographic metadata for all bibliographic resources included in the OpenCitations Indexes. The data provided in this dump is therefore based on the state of OpenCitations Meta at the time this collection was generated.This version of the dataset contains:2,012,939,079 citations;The size of the zipped archive is 39 GB, while the size of the unzipped Scholix files is 1.8 TB.
DOI: 10.17632/63myn5n4c8
title: hMDH1 Oxaloacetate Kinetic Data

description: Shown are fits to kinetic data of human cytoplasmic malate dehydrogenase (hMDH1), UniProt ID P40925, with constant concentration of NADH and varying concentrations of oxaloacetate (OAA). On the left, the data is fit to the classic Michaelis-Menten equation, and the determined values of kcat, Km, and kcat/Km are provided. The curve does not follow the data, so a modified equation using Hill coefficients is used to fit to the data, as shown to the right in the figure. This equation provides an exponent "n" to the substrate concentration and to Km in the Michaelis-Menten equation. The Km term is renamed to Khalf, but these would be equivalent if n=1.
DOI: 10.17632/j2wpp8mppb
title: Research data supporting the research paper 'The Sustainability Liability Revisited: Positive versus Negative Differentiation of Novel Products by Sustainability Attributes'

description: This object contains research data (SPSS data and syntax of analyses) of two studies featured in the research paper: "The Sustainability Liability Revisited: Positive versus Negative Differentiation of Novel Products by Sustainability Attributes" by Sonja Kunz, Arnd Florack, Ines Campuzano and Hans Alves, published in the Journal Appetite.
DOI: 10.35092/yhjc.10261922.v1
title: Transport of transferrin in A549 GFP-Rab11A cells

description: TIFF series of diSPIM datasets, fused and deconvolved, of Alexa 568- transferrin transport in A549 GFP-Rab11A cells. Each TIFF file is a full cell volume of 50 planes, with isotropic resolution of 330nm, each .zip file is an independent replicate with at least 1 or 2 cells analyzed for 3D tracking of cytoplasmic foci with 500 time stamps. The data from these cells corresponds to data presented in Supplementary Figure 2.<br>Supplementary Figure 2: Comparison of motion parameters for transferrin between native A549 cells and GFP-Rab11A A549 cells.
DOI: 10.6084/m9.figshare.26394638.v1
title: Data of tables from Preparation of Magnetic Activated Carbon Fibers@Fe3O4 by Electrostatic Self-assembly Method and Adsorption Properties for Methylene Blue

description: ESM-original-data-for-tables.xlsx
DOI: 10.6084/m9.figshare.29092166.v1
title: Source data_All figures

description: Bacterial pneumonia poses a global health threat, worsened by drug-resistant bacteria, underscoring the urgent need for new antimicrobial agents. Antimicrobial peptides show promising broad-spectrum activity and low resistance development. This study reports a linear antimicrobial peptide 1003 consisting of four repeating units of (D-tryptophan)-(D-arginine)-(D-lysine). It exhibits high stability and strong antimicrobial activity against multidrug-resistant bacteria like methicillin-resistant Staphylococcus aureus and Klebsiella pneumoniae, with improved biocompatibility.
DOI: 10.17632/x9zk3xgdj5
title: Data for: ARIMA model applied on the COVID-2019 epidemic dataset
DOI: 10.15468/dl.ue85rt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((11.7957 -6.2886,12.3365 -7.1504,17.9648 -7.1504,17.9648 1.8496,9.1702 1.8496,8.9648 1.4824,8.9648 -2.2147,9.212 -2.6876,11.2887 -4.7775,11.6694 -5.4096,11.7957 -6.2886))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012972-250525065834625/datasets/export for details.
DOI: 10.17632/njz49zgrw9
title: Data for: Event-related potential and oscillatory cortical activities of artistic methodology in information visualization design in human–computer interface

description: - The dataset contains each participant's event-related potential research data and electroencephalography brain data analysis. In addition, it contains the answer accuracy of experiment questions. 
- The system contains two group files. Each group folder contains 26 participant files. Each participant folder contains one EEG file and one ERP file. The answer_summary_english_correct_formal_anonymity.xlsx contains all the subjective evaluation results and answer accuracy data in the folder.
- Participant number was matched between folders and files. 
- SLCD_interface folder contains the example codes on importing data into Processing through XML format. If you want to create the line chart animation, you need to work with Adobe After Effects. The generative art algorithm needs to install the corresponding library in the Processing environment, but we have cited the relevant book in this paper(Bohnacker et al., 2012). The selected algorithms from Chapter P.2.3.1 of a generative design book (Bohnacker et al., 2012) had a clockwise animation for drawing a flower-like shape on a generative art interface design. 
Reference: Bohnacker, H., Gross, B., Laub, J., & Lazzeroni, C. (2012). Generative design: visualize, program, and create with processing. Princeton Architectural Press New York. 
- We contain SLCD, IGAD, SGAD, and ILCD films as the example visual stimuli for passive visual oddball ERP paradigm, which helps future researchers to replicate our study. 
- cluster_erp_value_anonymity.xlsx file contains the clustered ERP data for correlation analysis.
DOI: 10.17632/z6db5w8d6k
title: LCA-GIS results of prospective analysis of an end-of-life reverse osmosis direct recycling plant within Segura´s Watershed (Spain).

description: The files of below integrate the analyses performed for the Prospective Life Cycle Assessment of a reverse osmosis recycling plant within the Segura´s Watershed. They include GIS information, Life Cycle Impact Assessment (LCIA) results and Service Life Ratio (SLR), including Monte-Carlo results and summaries. Scenarios include two recycling strategies (BW- recycling just brackish water modules, Com-reycling BW and seawater (SW) modules; into NF-nanofiltration or UF-Ultrafiltration), three target markets scales (Regional, Iberian European ) and comparing with two commercial providers (At Europe and America). Also includes a sensitivity assessment of characterisation ratios. -Modules weight.xlsx: Includes the raw weights of the EoL-RO modules -RL_dib.csv: Includes the analysis of potential four locations for a recycling plant within the Segura´s watersheed (Spain) with the expected waste stock estimated by the desalination capacity. -Distances_dib.csv: Resumes the distances by transport medium of the transportation of recycled modules and commercial modules to the 1,000 random locations in the three target market areas -MC_prm_dib.csv: Monte Carlo results of LCIA, SLR for each scenarios analysed per 1 module recycled (main FU) -MC_pw_dib.csv: Monte Carlo results of LCIA, SLR for each scenarios analysed for the recycling implementation in the whole region (Segura´s Watershed) (secondary FU) -sum_prm_dbi.csv: the summary (mean, standard deviation and quantiles) of LCIA results, SLR for each scenarios analysed per 1 module recycled (main FU) -sum_pw_dbi.csv: the summary (mean, standard deviation and quantiles) of LCIA results, SLR for each scenarios analysed for the recycling implementation in the whole region (Segura´s Watershed) (secondary FU)
DOI: 10.17632/5bnsmc4ck5
title: Data set for Asymmetric Financial Acceleration in China's SOEs and PEs under Entrepreneurial Risk Shocks

description: Data set for `Asymmetric Financial Acceleration in China's SOEs and PEs under Entrepreneurial Risk Shocks'
DOI: 10.17632/dym93kv36x
title: PFAS in Water, Soil, and Sediment of the Fountain Creek Watershed, Colorado Springs, CO, USA

description: Ten perfluorinated alkyl substances (PFAS), including linear and branched isomers, were surveyed in samples collected from the Fountain Creek Watershed. Water, soil, and sediment samples were collected monthly from eight locations in the Fountain Creek Watershed for a full year (May 2018 through May 2019). Environmental samples were prepared via solid phase extraction (SPE) prior to high-performance liquid chromatography tandem mass spectrometry (LC/MS/MS) analysis on a Shimadzu LCMS-8030 system with coupled LC fitted with a Waters XBridge C18 column (50 mm x 4.6 mm x 3 micron particle). These data are useful for investigators interested in the long-term environmental presence and impact of PFAS released into the environment. We hypothesized that PFAS concentrations in water, soil, and sediment samples would be statistically significantly higher (P < 0.05) in environmental samples south of Peterson Air Force Base (PAFB). These data are of interest to investigators and entities seeking to understand the longer term impact of PFAS release into surface and groundwater resources.
DOI: 10.17632/gvkc67gn5x
title: Humidity, temperature, luminosity and voltage generation data for one week in Ulm, Germany

description: Data on humidity, temperature, luminosity, and voltage generation were collected over one week in Ulm, Germany, using a specifically designed IoT device to measure these parameters. Data acquisition occurred at 15-minute intervals between May 1 and May 5, 2024, resulting in a total of 229 measurements. Additionally, an APK file is included, which is the device's application, enabling real-time data transmission to a mobile phone. The application also displays the device's predictions, as the model was previously trained using the collected data.
DOI: 10.17632/j7htyjdst4
title: SupplementaryInformationAJS

description: Supplementary Information
EPR dating of clay minerals formation through geological times: benchmarking from the Quaternary to the Neoproterozoic era
DOI: 10.17632/wp7swr5mzb
title: Images of pigs in different stages from a group of Shandong farms

description: A set of images of hogs in different stages from Shandong, China. After 3 years of image collection, more than a thousand pictures, videos and video frame extraction pictures of piglets (including piglets of about 50 days and piglets of 70-80 days), fattening pigs, sows, male breeding pigs, etc. were collected.
DOI: 10.17632/xhkwjb58rs
title: Numeracy Predicts Susceptibility to Base Rate Neglect, Probability Matching, and Ratio Bias

description: Higher numeracy is associated with better comprehension and use of numeric information as well as reduced susceptibility to some decision biases. We extended this line of work by showing that increased numeracy predicted probability maximizing (versus matching). At the same time, the more numerate were less susceptible to the ratio bias and base rate neglect measured by non-causal base rate scenarios. Decision time predicted accuracy for the ratio bias and probability matching scenarios, but not the base rate scenarios. Interestingly, this relationship between decision time and accuracy was positive for the ratio bias problems, but negative for the probability matching scenario. Please contact author with questions about this manuscript or data set.
DOI: 10.6084/m9.figshare.21601749.v1
title: Synthetic spectra test data

description: Test dataset to evaluate ML/DL models for the classification of synthetic spectra
DOI: 10.17632/vb9ggffgdp
title: Mandibles segmented from CT

description: This dataset contains mandibles segmented from CT data and converted into 3D surface meshes, which then converted to npy files. The files are in ascii npy format. All the mandibles are registered into the same coordinate system using the Groupwise Student's t-mixture model (TMM) algorithm.
DOI: 10.17632/xg79z47zky
title: Gradual changes within long-lived influenza virus-specific CD8+ T cells underpin the loss of highly-functional clonotypes in older adults

description: Supplemental Table 2

Carolien E. van de Sandt (1), Hayley A McQuilten (1), Thi H O Nguyen (1), Sophie A Valkenburg (1), Emma J Grant (2,3), Sneha Sant (1), Jamie Rossjohn (3,4), Stephanie Gras (2,3), Jane Crowe (5) and Katherine Kedzierska (1).

1 Department of Microbiology and Immunology, University of Melbourne, at the Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria 3000, Australia 
2 Viral and Structural Immunology Laboratory, Department of Biochemistry and Chemistry, La Trobe Institute for Molecular Science, La Trobe University, Bundoora, VIC 3086, Australia.
3 Immunity Program and Department of Biochemistry and Molecular Biology, Biomedicine Discovery Institute, Monash University, Clayton, Victoria 3800, Australia
4 Institute of Infection and Immunity, Cardiff University School of Medicine, Cardiff, CF14 4XN, UK
5 Deepdene Surgery, Deepdene, Victoria 3103, Australia

File contains counts of influenza A2/M1(58-66) specific CD8+ T cell clonotypes sampled from adults (n = 3) and older adults (&gt; 60 years of age, n = 4) collected on 2-3 occasions spanning 7-12 years.
DOI: 10.17632/yfxyg8jm46
title: Datasets on CFRP specimens after low-velocity impact tests: 16-layer cross-ply laminates

description: This dataset is developed to study carbon fiber reinforced plastics laminates after low-velocity impact tests. It is related to a Data in Brief article, which describes the experiment in detail, and the main article on how the authors used the datasets. The low-velocity impact test was conducted with various impact conditions, changing the impactor shape, the impact energy and the stacking sequence, which generates barely visible impact damage. This dataset is on 16 layer cross-ply laminates. See the other Mendeley data URLs to find the data on the other stacking sequences. 

“impacted surface image” folder: The impacted surface image (78.933mm * 78.933mm)
“internal damage” folder: The c-scanning image after the impact. Each scale is on the image.
“non-impacted surface image” folder: The non-impacted surface image (78.933mm * 78.933mm)
“surface profile” folder: The surface profile of the impacted surface. (78.933mm * 78.933mm)
“impact condition_c16.xlsx”: The impact condition.
DOI: 10.6084/m9.figshare.5122783.v1
title: Supplementary Material for: Evaluation of JNK Blockade as an Early Intervention Treatment for Type 1 Diabetic Nephropathy in Hypertensive Rats

description: <i>Background/Aims:</i> The c-Jun amino-terminal kinase (JNK) signaling pathway is activated in human kidney diseases and promotes renal injury in experimental glomerulonephritis. In this study, we examined whether JNK signaling plays a role in the development of diabetic nephropathy or in regulating hypertension, which exacerbates diabetic renal injury. <i>Methods:</i> Diabetes was induced in spontaneously hypertensive rats (SHR) using streptozotocin. At week 16 of diabetes, rats with equivalent hyperglycemia and albuminuria were randomized into groups which received no treatment, vehicle alone or a selective JNK inhibitor (CC-930, 60 mg/kg/bid) for 10 weeks. These rats were assessed for hypertension and progression of renal damage. <i>Results:</i> At week 16, diabetic rats showed increased kidney JNK activation compared with nondiabetic controls. Effective JNK inhibition was demonstrated at week 26 by reductions in c-Jun phosphorylation. CC-930 did not affect blood pressure, kidney hypertrophy, glomerular hyperfiltration, podocyte loss, glomerular fibrosis or tubulointerstitial injury in diabetic SHR. However, CC-930 reduced macrophages and <i>ccl2</i> mRNA levels in diabetic kidneys. In contrast, CC-930 exacerbated albuminuria at week 26, which was associated with reduced glomerular mRNA levels of the podocyte-specific molecules, nephrin and podocin. <i>Conclusion:</i> JNK inhibition does not prevent the progression of early diabetic renal injury in hypertensive rats, which contrasts with the ability of JNK inhibition to suppress albuminuria and injury in experimental glomerulonephritis.
DOI: 10.17632/7cghj7fffp
title: Energy consumption for a CNC machining process

description: In order to give CAD designers the possibility to evaluate their workpieces in respect to the energy required to machine it, one has to create a connection between the 3D model of the workpiece and the energy consumption of the machine tool (Brillinger, et al., 2021): 1. Raw data collected from the NCU of the machine tool 2. Matched data: NC instructions with corresponding energy consumption.
DOI: 10.17632/5vssvsfyxr
title: Knowledge, attitudes, and practice with respect to antibiotic use among pharmacy ‎students: ‎A cross-sectional study‎

description: The attached data were used to evaluate the knowledge, attitudes, and practice with respect to antibiotic use among pharmacy ‎students.
DOI: 10.17632/m7vmhjbktv
title: Tribology dataset: Fe-Cr Composite Coatings Wear Analysis SEM Images and Friction Data

description: This dataset comprises 500 high-resolution SEM micrographs of Fe-Cr composite coatings after ball-on-disk wear tests, along with matched friction-coefficient time-series CSV files for each class (0–4). It supports automated wear-pattern classification using deep learning and quantifies tribological behavior under controlled conditions (20 N load, 100 RPM, 1000 m sliding distance) .