cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25309051.v1
title: Post-Award Reflective Practice Tool (soft copy version)

description: This two-stage tool enables professional recognition program (such as fellowship program) awardees to re-engage with the portfolios that they developed in order to be awarded the professional recognition. The tool supports self-paced, continued post-award reflective practice. This version of the tool is the soft copy version (for downloading and completing on a device).
DOI: 10.6084/m9.figshare.29052662.v1
title: <b>Glucose</b> <b>control among women with gestational diabetes and early offspring’s growth</b>

description: <b>Table S1.</b> Anthropometry of infants born of mothers with gestational diabetes according to their glucose control during pregnancy and infants’ age. Morelos, Mexico 2015-2018.2<b>Table S2. </b>Growth of infants born from mothers with gestational diabetes according to their age from fully adjusted<sup>a</sup> models. Morelos, Mexico, 2015-2018.3<b>Table S3. </b>Predicted<sup>a</sup> anthropometric z-scores of infants born from mothers with gestational diabetes according to their glucose control during pregnancy by gestational age at birth. Morelos, Mexico, 2015-2018.4<b>Figure S1. </b>Study flow chart. Morelos, Mexico 2015-2018.5
DOI: 10.6084/m9.figshare.7539167.v1
title: Detailed lists of all differentially expressed genes

description: <b>Analysis of skin color-related long noncoding RNAs in Koi carp (<i>Cyprinus carpio</i> L.) by Illumina sequencing</b>
DOI: 10.17632/378c69nwk5
title: Grape Leaf dataset for leaf Health Classification and Disease Detection

description: #This dataset is a comprehensive collection of grape leaf images designed for disease identification and leaf health classification in agricultural research. It includes both raw and augmented data, making it suitable for training machine learning models for disease detection and precision agriculture applications.

#Total images: 18,000 high-resolution grape leaf images
 Raw Data:
 Healthy Leaf: 837 images
 Brown Spot: 781 images
 Mites: 400 images
 Black Rot: 590 images
 Downy Mildew: 392 images
#Augmented Data:
 Healthy Leaf: 5,022 images
 Brown Spot: 4,686 images
 Mites: 2,400 images
 Black Rot: 3,540 images
 Downy Mildew: 2,352 images
#Use cases: Disease detection, healthy crop management, and leaf health monitoring
#Applicable for: Binary and multi-class classification for machine learning models in precision agriculture.
DOI: 10.17632/4djnksvvvm
title: PL and OFC unit recordings

description: Data for manuscript "Prior cocaine use diminishes encoding of latent information by orbitofrontal, but not medial, prefrontal ensembles"
DOI: 10.17632/4kj76sx565
title: Bio data

description: This data is for ethical leadership and academic staff organizational commitment
DOI: 10.17632/wbc676yvr4
title: Data for: An application of hierarchical Bayesian modeling to better constrain the chronologies of Upper Paleolithic archaeological cultures in France between ca. 32,000–21,000 calibrated years before present

description: Supplementary Appendix 1: Log results for the age model that includes all retained 14C measurements (first generation model). Supplementary Appendix 2: Log results of age model for which outliers were not included (second generation model). Supplementary Appendix 3: ChronoModel code for Hierarchical Bayesian age model that contains all 14C ages (first generation model). Supplementary Appendix 4: ChronoModel code of Heirarchical Bayesian age model for which outliers were not included (second generation model).
DOI: 10.4121/14316119.v1
title: Simulation results to identify the isolated effect of space layout on the building energy performance in 3 climates

description: This dataset contains data resulted from the simulation, perfromed during Nov 2020-Dec 2020,at Delft University of Technology, as part of Tiantian Du's PhD Thesis project.This part of work was published in a paper titled as Effect of space layouts on the energy performance of office buildings in three climates, with DOI: 10.1016/j.jobe.2021.102198.<br><br>11 layouts were simulated for their energy demands, in order to identify the effect of space layout on building energy performance. Also sensitivity analysis was run for the same 11 layouts, with different WWRs and U values. <br>
DOI: 10.6084/m9.figshare.24799383.v2
title: Dandelion vole interaction

description: Our objective was to estimate the influence of dandelion densities on vole habitat selection during reproduction dispersal. We also investigated the evolution of dandelion density surrounding colonies after new establishment.We used a drone, to monitor during two years, both dandelion and vole densities. We monitored 52 quadrats of half hectare three time a year in Massif Central mountains (MC) and Jura mountains (Doubs, France) . We then analyzed each picture with an automatic remote sensing algorithm and notes the soil proportion in each cell.
DOI: 10.6084/m9.figshare.28234019.v1
title: Barriers to cataract surgeries as perceived by visually impaired 50 years and older cataract blind participants of Nepal survey for Rapid Assessment of Avoidable Blindness.

description: RAAB Survey 2021
DOI: 10.6084/m9.figshare.4786042.v1
title: PERBANDINGAN JENIS KELAMIN (SEX RATIO) DAN PARAMETER PERTUMBUHAN IKAN SELUANG EKOR MERAH (Rasbora Lateristriata, Blkr 1854) DI WILAYAH HULU SUNGAI BARITO KALIMANTAN SELATAN, INDONESIA

description: Tujuan penelitian ini ialah<em> </em>menganalisis parameter biologi sumberdaya ikan seluang ekor merah (<em>R. lateristriata</em>) yakni parameter perbandingan kelamin ikan (<em>sex ratio</em>) dan parameter dinamika populasi yakni parameter pertumbuhan sumberdaya ikan seluang ekor merah (<em>R. lateristriata</em>) di wilayah hulu sungai Barito Kalimantan Selatan Indonesia.Metode pengumpulan data dilakukan dengan mengkoleksi ikan contoh pada tempat pendaratan ikan dan operasi penangkapan ikan dan berlangsung selama 2 (dua) bulan dengan interval waktu pengambilan tetap yaitu 1 (satu) minggu. Perbandingan jenis kelamin ikan di analisis dengan mengunakan analisis chi-kuadrat satu ujung. Parameter pertumbuhan ikan dianalisis dengan metode Plot-Walford, sedangkan Umur teoritis ikan pada saat lebar sama dengan 0 (t<sub>0</sub>) dilakukan dengan menggunakan persamaan empiris Pauly (1984). Hasil yang diharapkan dari penelitian ini ialah tersedianya data-data ilmiah terkait perbandingan perbandingan jenis kelamin ikan dan parameter pertumbuhan ikan seluang ekor merah (<em>R. lateristriata</em>) di wilayah hulu sungai Barito Kalimantan Selatan.Perbandingan jenis kelamin (<em>sex ratio</em>) ikan seluang ekor merah (<em>R. lateristriata</em>) jantan dan betina di wilayah hulu sungai Barito Kalimantan Selatan ialah 2 : 1. Kondisi parameter dinamika populasi <em>R. lateristriata </em> di sungai Barito Kalimantan Selatan meliputi parameter panjang maksimum secara teoritis (<em>length infinity</em>/∞) sebesar 108,15 mm, parameter koefisien pertumbuhan (per satuan waktu/K) sebesar 0,350/tahun
DOI: 10.17632/j3d5g7wgm4
title: World Formula

description: First Version of Mathematical World Formula
DOI: 10.6084/m9.figshare.21929736.v1
title: 20230112_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.17632/gsvwy75pwr
title: Replication folder for "Global financial risk and uncovered interest parity premia in Central and Eastern Europe"

description: This repository contains the data and code associated with the paper "Global financial risk and uncovered interest parity premia in Central and Eastern Europe." For detailed information on the datasets and code, please refer to the accompanying README file.
DOI: 10.17632/vg77y9rtjb
title: Indian Spices Image Dataset

description: The Indian Spices dataset includes an extensive collection of high-quality images showcasing 19 distinct types of Indian spices. With a total of 10,991 meticulously curated images, it is designed to support various research and development endeavours, such as machine learning, image recognition, and culinary studies. This diverse assortment of spices, essential to Indian cuisine, serves as a valuable resource for both academic research and practical applications within the food industry.
DATASET FEEDBACK
We welcome user feedback, suggestions, and the sharing of use cases to improve the dataset. Please visit our feedback form at the following URL to contribute your insights and help us enhance this resource.
Dataset Feedback URL: https://forms.gle/KxuN5wKoGDbYqkKK8
GITHUB REPO CITATION
The Indian Spices Code repository, which provides sample code and resources related to the dataset, is available on Zenodo. It can be cited as follows:
Kailas, P., Sandip, T., Prawit, C., & Alfa, N. (2024). Indian Spices Code. Zenodo. https://doi.org/10.5281/zenodo.13373424
DOI: 10.6084/m9.figshare.28727099.v1
title: Dataset (EEG data and Labels)

description: This is the EEG data Produced at Loughborough University London Labs
DOI: 10.17632/hdp27c2djg
title: Evaluaciones Accesibilidad Web - Universidades Nacionales de Argentina, 2022

description: INFORME DE ACCESIBILIDAD WEB SOBRE SITIOS DE UNIVERSIDADES NACIONALES DE ARGENTINA, 2022
DOI: 10.6084/m9.figshare.16944244.v1
title: Forrester diagram level of technical education

description: Forrester diagram level of technical education
DOI: 10.6084/m9.figshare.22561213.v2
title: Perceptual integration of bodily and facial emotion cues in chimpanzees and humans

description: The data contains eye behavior of humans and chimpanzees (first fixation and looking time) towards congruent and incongruent facial expressions in relation to bodily movements of conspecifics in social scenes of differing valence (playful, fearful, neutral). The uploaded materials further contain documents relevant to the R code and to reproduce the analyses of our submitted paper.
DOI: 10.6084/m9.figshare.27720153.v1
title: Supplementary Material for: Atypical Presentation of an Ovarian Yolk Sac Tumor in an 80-Year-Old Woman: A Case Report and Review of the Literature

description: Introduction: Ovarian yolk sac tumors after the menopause are very rare. 
Case Presentation: We report an atypical case of yolk sac tumor in an octogenarian woman, who presented to the hospital with anasarca, ascites, toxic syndrome, and an abdominal mass. Serum alpha-fetoprotein (AFP) levels were highly increased (246,720 ng/mL) and malignant cells with positive AFP immunohistochemical expression were detected in a diagnostic paracentesis. The definitive diagnosis was established by histopathological examination of the surgical specimen and immunohistochemical detection of positivity for AFP, glypican 3, cytokeratin AE1/AE3, and focal positivity for SALL4 and CK7. Adjuvant chemotherapy was refused by the patient. Postoperative AFP values decreased to normal limits. One year after surgery, she remains in good clinical condition without evidence of tumor recurrence. In a review of the literature, 11 cases of yolk sac tumors in postmenopausal women were collected. The mean age of the patients was 63.4 years (range 58-82 years). Frequent findings were FIGO stage II, cytoreductive surgery, immunohistochemical analyses of a large panel of markers, postoperative chemotherapy, and no tumor recurrence (except in one patient who died), although the length of follow-up was relatively short or unclearly stated. 
Conclusion: The present case report illustrates that yolk sac tumors in very old women may have a favorable clinical course without signs of recurrence even in the absence of radical surgical resection with curative intent and associated adjuvant chemotherapy.
DOI: 10.6084/m9.figshare.8427488.v2
title: Mutation analysis of 21 autosomal short tandem repeats in Han population from Hunan, China

description: <b>Background:</b> Short tandem repeats (STRs) are powerful genetic markers widely used in human genetics. Population data and locus-specific mutation rates of STRs are crucial for the evaluation and interpretation of genetic evidence in forensic and population genetics. <b>Aim:</b> To investigate the mutation rates of 21 autosomal STRs in a population from central south China. <b>Subjects and methods:</b> This study analysed 3420 paternity cases with a Combined Paternity Index &gt;10,000 from Han population in Hunan. A total of 68,743 meiotic transfers were analysed and 62 mutations were identified. <b>Results:</b> The overall mutation rate of STR loci was 0.9 × 10<sup>−3</sup> (95% CI, 0.0007–0.0011) and the locus-specific mutation rates were estimated ranging from 0.0000–0.0023. Locus D1S1656 exhibited the highest mutation rate of 2.3 × 10<sup>−3</sup> (95% CI, 0.0005–0.0006), followed by D12S391 with a mutation rate of 2.0 × 10<sup>−3</sup> (95% CI, 0.0007–0.0044). No mutation was observed at TPOX, D2S1338 or Penta D. One-step mutation cases accounted for 96.77% of total mutations and the ratio of paternal vs maternal mutations was ∼4.85:1. Inter-population comparisons of locus-specific mutation rates of several STRs revealed significant differences between Han in Hunan and Han in other regions of China. <b>Conclusion:</b> The data justified the use of geographical data in further genetic applications.
DOI: 10.17632/9jvgfbcm2j
title: The dataset related to the manuscript "Improving the lifetime of hybrid CoPc@MWCNT catalysts for selective electrochemical CO2-to-CO conversion"

description: In Sun et al. we demonstrated that Fe impurities in a hybrid CoPc@MWCNT catalyst lead to its performance deterioration during long-term CO2 electrolysis. Here we present the dataset the work was based on. The data are divided into four groups:
(i) Current transients and gas chromatography data for short-term electrolysis at different potentials (in an excel file we give the numbers of chromatograms for each potential; current transients are given as an origin file with datasets and plots inside)
(ii) Current transients and gas chromatography data for long-term electrolysis at different potentials and with different catalysts (in respective excel files we give the numbers of chromatograms; figure numbers are given in the folder names)
(iii) Electron microscopy images and EDX datasets (the images and datasets are collected in the folders with respective figure numbers used in the paper)
(iv) Calibration curves for ICP-MS
DOI: 10.17632/gwt733fgvz
title: Data for: Finite Fields in Chaotic Maps and Diffusion and its Application to Digital Image Cryptography

description: Digital Image Encryption
DOI: 10.17632/pkx5wn7cb3
title: Peripheral immune phenotype mass cytometry dataset in breast cancer

description: Peripheral blood mononuclear cells were subjected to peripheral immunphenotyping using an extended mass cytometry panel on a Helios instrument. Randomized and normalized FCS files were uploaded to the Cytobank analysis platform (Beckman Coulter). Exclusion of normalization beads, dead cells, debris, doublets and manual debarcoding were performed and resultant fcs files are deposited. Further information can be found in the article (https://doi.org/10.1016/j.isci.2024.109882).
DOI: 10.6084/m9.figshare.12320867.v2
title: F-Actin is associated with a worsening qSOFA score and intensive care unit admission in emergency department patients at risk for sepsis

description: <b>Objective:</b> We previously demonstrated that plasma levels of F-actin and Thymosin Beta 4 differs among patients with septic shock, non-infectious systemic inflammatory syndrome and healthy controls and may serve as biomarkers for the diagnosis of sepsis. The current study aims to determine if these proteins are associated with or predictive of illness severity in patients at risk for sepsis in the Emergency Department (ED). <b>Methods:</b> Prospective, biomarker study enrolling patients (&gt;18 years) who met the Shock Precautions on Triage Sepsis rule placing them at-risk for sepsis. <b>Results:</b> In this study of 203 ED patients, F-actin plasma levels had a linear trend of increase when the quick Sequential Organ Failure Assessment (qSOFA) score increased. F-actin was also increased in patients who were admitted to the Intensive Care Unit (ICU) from the ED, and in those with positive urine cultures. Thymosin Beta 4 was not associated with or predictive of any significant outcome measures. <b>Conclusion:</b> Increased levels of plasma F-actin measured in the ED were associated with incremental illness severity as measured by the qSOFA score and need for ICU admission. F-actin may have utility in risk stratification of undifferentiated patients in the ED presenting with signs and symptoms of sepsis.
DOI: 10.6084/m9.figshare.18093380.v1
title: Gratitude; Empathy & CL Data.xlsx

description: Gratitude promotes relationship formation, maintenance, and satisfaction, therefore, it may be related to compassionate love. Though theoretical evidence supports the argument that gratitude and compassionate love are related to empathy, however, no studies have empirically investigated the relationship between gratitude and compassionate love with empathy impacting the relationship. Empathy increases with age in people. Therefore, the present study examined the moderated mediated effect of age and empathy on the relationship between gratitude and compassionate love. Three hundred and eighteen people from India between the age of 20 and 52 were recruited and completed an online, multi-section questionnaire that includes measures of gratitude, empathy, and compassionate love. Statistical analyses showed a significant moderated mediation effect, with age affecting the relationship between gratitude and compassionate love indirectly (via empathy). As people age, they experience higher gratitude which positively affects their empathy and which in turn increases compassionate love. The implication of these findings can be applied to research areas and clinical setup. This can play a significant role in gratitude and empathy interventions for clinicians’ mental health and well-being.
DOI: 10.6084/m9.figshare.21990287.v2
title: Vulnerable Verified Smart Contracts

description: <b>Artifact Description</b>Vulnerable Verified Smart Contracts is a dataset of real vulnerable Ethereum smart contracts. Based on the manually labeled Benchmark dataset of Solidity smart contracts. A total of 609 vulnerable contracts are provided, containing 1,117 vulnerabilities.The dataset is split into: "train", "validation" and "test". Each file is in the Apache Parquet data file format.<b>Environment Setup</b>The Pandas library for Python is required to load the dataset. Both Unix-based and Windows systems are supported.<b>Getting Started</b>The following code snippet demonstrates how to load the dataset into a Pandas DataFrame.<br><br>&gt;&gt;&gt; import pandas as pd<br>&gt;&gt;&gt; df = pd.read_parquet("path/to/data")<b>License</b>All Smart Contracts in the dataset are subject to their own original licenses.
DOI: 10.6084/m9.figshare.26991481.v1
title: Additional file 19 of Identification of a Notch transcriptomic signature for breast cancer

description: Additional file 19. Table S13: Averaged GSVA scores for 16 previously published Notch signatures for the BEAUTY patient cohort of responders and non-responders of the TNBC subtype and averaged ssGSEA scores for the PROMIX patient cohort at baseline and cycle2.
DOI: 10.6084/m9.figshare.27991175.v2
title: <b>Mammary Gland Multi-Omics Data Reveals New Genetic Insights into Milk Production Traits in Dairy Cattle</b>

description: Although many sequence variants have been discovered in cattle, deciphering the relationship between genome and phenome remains a significant challenge. In this study, we defined functional classes, including mammary-specific genes, lactation-associated genes, novel long non-coding RNAs, miRNAs, RNA editing sites, DNA methylation, histone modifications, eQTLs, and sQTLs, and estimated their contributions to genetic variation for milk production traits using 3 million variants in 23,566 Holstein bulls. Sequence variants in the 5'UTR, synonymous, and splicing regions captured more variance for milk production traits than those in other genomic regions. Variants within specific genes related to lactating mammary tissue explained more genetic variance than those in other mammary tissues. Genetic variance was enriched in these lactation-up-regulated DEGs and down-regulated DEGs with small changes. We proposed a novel strategy for selecting candidate miRNAs by identifying overlaps that exhibit a significant number of mRNA targets with negative correlations, as well as a relatively large genetic variance explained by these targets. Notably, bta-miR-193-5p and bta-miR-345-5p were confirmed to enhance concentrations of total protein, triglycerides, and β-casein, as well as promote the proliferation of mammary epithelial cells. Furthermore, we found that mammary enhancers explained more genetic variance for milk production traits than repressive regulatory elements, while minor changes in DNA methylation accounted for more variance than larger changes. Finally, we constructed a new SNP panel, which improved the reliabilities of genomic predictions by 0.22%. Dividing routine SNPs into two groups based on functional classes improved the reliabilities by 0.21%. Overall, incorporating prior biological knowledge of the mammary gland directly enhances our understanding of the genetic architecture underlying milk production and improves the reliability of genomic predictions for milk production traits.
DOI: 10.17632/f58c932gzk
title: Public companies intangible assets

description: Data from P&L and BS of public companies
DOI: 10.17632/nprxj3dmvm
title: Osiński et al uncropped images

description: Uncropped, original images of gels presented in the associated published manuscript. Where only part of the gel was presented in the published manuscript, this is highlighted by a box on the relevant portion of the gel.
DOI: 10.6084/m9.figshare.11316743.v1
title: MECP2 LOVD genetic variant data in CSV

description: MECP2 genetic variant data from LOVD in CSV format.<br>FAIR machine-readable metadata is available at:http://purl.org/biosemantics-lumc/rettbase/fdp<br>
DOI: 10.6084/m9.figshare.21778952.v1
title: Summary Data Calculator.xlsx

description: This Excel file allows researchers to compare the findings they obtained during the COVID-19 pandemic to pre-pandemic findings using the same assessment tools.
DOI: 10.6084/m9.figshare.22647766.v2
title: data_export.csv

description: In this study, a online-questionnaire was conducted using the Fear of Covid-19 Scale, Psychological Capital Scale, Maslach Burnout Inventory Human Services Survey for Medical Professionals Scale, and SF-12 among 445 nurses (average age = 32.89 years, SD = 6.76 years) to investigate the correlation between fear of covid-19 and mental health in nurses, as well as the role of psychological capital and burnout in this relationship.
DOI: 10.6084/m9.figshare.27320460.v1
title: "Bayesian estimation of individual gray whale space use reveals differential exposure to stressors" ms data & code

description: This repository contains the dataset analyzed and code in: Hildebrand L., L. New, E. Pirotta, J.D. Stewart, I. Hildebrand, C. Newell, KC Bierlich, C.N. Bird, A. Fernandez Ajo, D. Turek, L.G. Torres. Bayesian estimation of individual gray whale space use reveals differential exposure to stressors. In Press. <i>Ecology & Evolution</i>.It contains a R script with the code for the Bayesian spatially explicit capture-recapture model as well as code to subsequently quantify space use and stressor exposure. The repository also contains two .RData files, one titled "data.RData" is the data required to run the model, the second "stressor_data.RData" is the data required to run the code to quantify stressor exposure.