cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/myfbx9g4tg
title: Effect of mobile phone-based health insurance contribution payment system on retention of coverage in the National Health Insurance Scheme in Ghana: An evaluation study (Data)

description: This study sought to estimate the effect of a newly introduced Digital health intervention (mobile phone-based enrolment payment system) to improve renewal of membership in the scheme. the findings show that more members are renewing their membership in the scheme using this innovative system particularly the males and informal sector workers who hitherto were less likely to do so. 

The dataset used for the study is a routine enrolment data of members of the national health insurance scheme in Ghana. It covers the period December 2018 to December 2019. key variables include sex, age, marital status, and membership category. The data was collected through a formal request to the national health insurance authority, managers of the scheme.
DOI: 10.6084/m9.figshare.13604141.v1
title: Brain Coronal HnE Image

description: cite original dataset: https://support.10xgenomics.com/spatial-gene-expression/datasets/1.1.0/V1_Adult_Mouse_Brain
DOI: 10.6084/m9.figshare.23622618.v1
title: RAW DATA TABLE 2.xlsx

description: Table of Raw three-point bending data (Strain) of the effect of glycerin on mechanical strength of gypsum chip
DOI: 10.6084/m9.figshare.27260895.v2
title: Matrix GARCH Model: Inference and Application

description: Matrix-variate time series data are largely available in applications. However, no attempt has been made to study their conditional heteroscedasticity that is often observed in economic and financial data. To address this gap, we propose a novel matrix generalized autoregressive conditional heteroscedasticity (GARCH) model to capture the dynamics of conditional row and column covariance matrices of matrix time series. The key innovation of the matrix GARCH model is the use of a univariate GARCH specification for the trace of conditional row or column covariance matrix, which allows for the model identification. Moreover, we introduce a quasi-maximum likelihood estimator (QMLE) for model estimation and develop a portmanteau test for model diagnostic checking. Simulation studies are conducted to assess the finite-sample performance of the QMLE and portmanteau test. To handle large dimensional matrix time series, we also propose a matrix factor GARCH model, and establish its theoretical properties. Finally, we demonstrate the superiority of the matrix GARCH and matrix factor GARCH models over existing multivariate GARCH-type models in volatility forecasting and portfolio allocations using three applications on credit default swap prices, global stock sector indices, and future prices. Supplementary materials for this article are available online, including a standardized description of the materials available for reproducing the work.
DOI: 10.6084/m9.figshare.28127654.v2
title: <b>FluAntigen</b>

description: This dataset encompasses hemagglutination inhibition assay data for human-origin influenza viruses, integrating substantial contributions from numerous global research institutions and published sources since 1965. It includes data on influenza A subtypes H3N2 and H1N1, as well as influenza B lineages Yamagata and Victoria. With over 400,000 detailed records and enriched with comprehensive metadata, this dataset provides a robust foundation for influenza virus antigenicity analysis. It serves as an invaluable resource for vaccine surveillance, the development of antigenicity prediction models, and monitoring trends in influenza virus mutations.
DOI: 10.6084/m9.figshare.25736829.v3
title: Confocal laser scanning microscopy of ROS in <i>Arabidopsis thaliana</i> (L.) Heynh.

description: Confocal scanning microscopy of reactive oxygen species in <i>Arabidopsis thaliana</i> (L.) Heynh.
DOI: 10.6084/m9.figshare.27788970.v1
title: Neuromorphic Cell Dataset

description: Neuromorphic Cell DatasetRelevant code https://github.com/NeuroSyd/CBAM-SNNCite the following article: Ziyao Zhang, Haoxiang Yang, Jiayin Li, Shin Wei Chong, Jason K. Eshraghian, Ken-Tye Yong, Daniele Vigolo, Helen McGuire, and Omid Kavehei "Neuromorphic Imaging Cytometry on Human Blood Cells" bioRxiv:623904, 2024. https://www.biorxiv.org/content/10.1101/2024.11.16.623904v1
DOI: 10.6084/m9.figshare.28891628.v1
title: <b>Comparing the Metabolomic Landscape of Polycystic Ovary Syndrome within Urban and Rural Environments</b>

description: <b>Background</b>Polycystic Ovary Syndrome (PCOS) affects up to 10% of women of reproductive age, characterized by hormonal imbalances and metabolic complications. Environmental factors potentially influence the biochemical expression of this condition. This study aims to examine the impact of urban versus rural environments on metabolite profiles in women with PCOS.<b>Methods</b>Thirty women aged between 18 and 40, diagnosed with PCOS according to the Rotterdam 2003 criteria, were recruited, with 16 from urban settings and 14 from rural settings. Serum samples were analyzed using liquid chromatography-tandem mass spectrometry. Principal component analysis and orthogonal partial least squares discriminant analysis were performed to identify metabolic patterns and differences between the two groups.<b>Results</b>This study reveals significant differences in metabolite profiles between women with PCOS from various environmental backgrounds. Rural participants exhibit higher levels of lipid-related metabolites, especially Palmitone, indicating specific dietary influences. Urban participants show distinct changes in carbohydrate and nucleotide metabolism pathways, likely due to processed food consumption. Multivariate analyses demonstrate a clear separation between the groups, emphasizing the environmental impact on PCOS expression.<b>Conclusions</b>This research highlights potential environment-related biomarkers for PCOS, emphasizing the importance of developing tailored treatment strategies considering environmental factors. The distinct metabolic profiles observed between urban and rural women provide new insights into the syndrome's complex mechanisms, indicating that environmental influences play a critical role in its biochemical expression and may affect its clinical manifestations.
DOI: 10.6084/m9.figshare.3205420.v1
title: DICOM files TC study

description: DICOM files of TC study.<br><br>To unzip use 7zip<br>http://7-zip.org/<br>
DOI: 10.17632/mm2bpsgpsc
title: Performance analysis of two stage baffled anaerobic digester

description: Data of the research conducted to analyse performance of newly designed two-stage anaerobic baffled digester comprising of analysis of substrate, analysis of digestate, biogas production during different seasons and composition of raw biogas. The values obtained were statistically analysed using Independent t-test and General Linear Model (GLM) using SPSS version 24 ® software.
DOI: 10.17632/txws7cbczm
title: Data for: Geochemistry of hydrothermal tourmaline from IOCG occurrences in the Great Bear magmatic zone: Implications for fluid source(s) and fluid composition evolution

description: Full EPMA data table
DOI: 10.25403/upresearchdata.28839218.v1
title: Phokelelo ya kgaso mo barutwaneng ba Setswana

description: This research emphasises the importance of using appropriate and relevant African languages in broadcast programs might benefit educators, the South African Broadcasting Commission (SABC), the Department of Education, and Setswana curriculum developers. This study employs Lev Vygotsky’s Socio-Cultural Theory to investigate the limitations faced by media (broadcasting), particularly radio and television, and teachers in teaching and learning Setswana in Grades 11 and 12. A qualitative research methodology was utilised in this study. The data collection tools included interviews and structured focus group discussions. Additionally, a broadcast of the "Sekhutlhwaneng sa Dithuto" program on Motsweding FM, an episode of the drama series The Queen on television, and a classroom observation were also employed. Audio recordings were used to capture all relevant information. Data analysis was conducted based on themes. Five Setswana Home Language teachers and 148 learners from three schools were selected to participate in the study. Setswana: Maikaelelo a tlhotlhomiso e, ke go gatelela botlhokwa jwa go dirisa dipuo tse di maleba le tse di kannweng tsa Bantsho mo dithulaganyong tsa kgaso, mme di ka neelwa barutabana, Lekgotlakgaso la Aforika Borwa, Lefapha la Thuto le bafatlhosi ba serutwa sa Setswana. Tlhotlhomiso e, e dirisitse Tiori ya Setso-Seleago ya ga Lev Vygotsky go tlhotlhomisa ka moo bobegakgang (kgaso), segolobogolo seyalemowa le thelevišene, le barutabana ba nang le phokelelo ka teng fa ba ruta le go ithuta Setswana mo Mephatong ya 11 le 12. Mo tlhotlhomisong e, go dirisitswe Mmeo wa Tlhotlhomiso wa Khwalitatifi. Didiriswa tsa go kokoanya dinewa tse di dirisitsweng mo tlhotlhomisong e, ke dipotsolotso le dipotsotherisano tse di rulagantsweng bontlhabongwe. Go dirisitswe gape le kgatiso ya lenaneo la ‘Sekhutlhwaneng sa dithuto’ mo Motsweding FM, kgatiso ya kgaolo ya terama ya ‘The Queen’ mo thelevišeneng le tepo ya mo phaposiborutelong. Go dirisitswe le kutlo kgatiso go thusa go fitlhelela tshedimosetso yotlhe. Tsharololo ya dinewa e dirilwe go ya ka merero. Go thophilwe barutabana ba le batlhano ba ba rutang Setswana Puo ya Gae jaaka serutwa le barutwana ba le 148 go tswa kwa dikolong tse tharo.
DOI: 10.25448/lbu.20075939.v1
title: The Field and Resistance Training Loads of Academy Rugby League Players during a Pre-Season

description: No description supplied
DOI: 10.4121/20278740.v1
title: Dataset about real instances for truck and drone problem in Boujnord city

description: in this data set, we presented a real instance for the two-echelon truck and drone routing problem. this data set is for a well known company in iran, and the data is for Boujnord city. for the maximum size, we choosed 300 locations of customers and 300 locations for parking stations and from this large-sized instance, we made 35 instances. The set conntains, demand of two kinds of customers including drone delivery clients and alternaatie delivery clients. distance between each pair of locations, and starting time of traffic peak between each pair of parking stations. this data is prepared for the time-dependent two-echelon truck and drone routing problem, where the truck can only stops at parking stations and it cannot stop at customers locations. a readme file in the data set describ the model elaboratly. <br>
DOI: 10.6084/m9.figshare.19446938.v10
title: Dataset of energetic value estimates for BaYaka food items/ Base de données des valeurs énergétiques des aliments consommés par les BaYaka

description: We present a database that systematically estimates the energetic value of wild and domesticated food resources collected and consumed by Congolese BaYaka foragers. This dataset is unique in that it accounts for everyday practices of food processing and consumption. Reported values of inedible portions, moisture content, and estimated energetic values (kcal/g) were extracted from field research and the published food chemistry and nutrition literature. These data are central to understanding how nutritional needs are met in rainforest environments and will allow for current and future tracking of diet composition in this environment and in similar ecologies.<br>Nous présentons un ensemble de données qui estime systématiquement la valeur énergétique des ressources alimentaires sauvages et domestiques collectées et consommées par les fourrageurs congolais BaYaka. Cet ensemble de données est unique dans la mesure où il tient compte des pratiques quotidiennes de transformation et de consommation des aliments. Les valeurs rapportées des portions non comestibles, la teneur en humidité et les valeurs énergétiques estimées (kcal/g) ont été extraites des recherches sur le terrain et de la littérature publiée sur la chimie alimentaire et la nutrition. Ces données sont essentielles pour comprendre comment les besoins nutritionnels sont satisfaits dans les environnements de forêt tropicale et permettront de suivre la composition du régime alimentaire dans cet environnement et dans des écologies similaires.<br>
DOI: 10.6084/m9.figshare.25909114.v1
title: Data and R code associated with the research entitled: How we define "urbanization" has strong implications for its effects on mammal abundance

description: This research examines how wildlife response to human development can vary strongly across urban features and spatial scales.
DOI: 10.6084/m9.figshare.24999740.v1
title: BCLR onto ERSST

description: Code for the BCLR onto ERSST, with corresponding data
DOI: 10.6084/m9.figshare.26103268.v1
title: Reconstructed survival data from Phase 3 oncology trials

description: This dataset contains reconstructed survival data from 357 Kaplan-Meier primary endpoint comparisons in Phase 3 randomized controlled oncology trials. Reconstructions were performed using published Kaplan-Meier curves using the software WebPlotDigitizer. The Directory file contains the file name corresponding to the experimental and control arm survival data of each Kaplan-Meier comparison, as well as the associated PMID from which the data was abstracted. In some cases, the survival data for the experimental and control arms has been incorporated into a single file; these cases are noted accordingly in the Directory.
DOI: 10.6084/m9.figshare.26828770.v1
title: CldNetV2 - 202204

description: Retrieval of all-day cloud property based on satellite remote sensing dataGithub page: https://github.com/metdai/PMD-CldNetV2
DOI: 10.6084/m9.figshare.7252877.v1
title: Supplementary Material for: Incidence and Characteristics of de novo Renal Cryoglobulinemia After Direct-Acting Antivirals Treatment in an Egyptian Hepatitis C Cohort

description: <b><i>Introduction:</i></b> The side effects profile of the new direct-­acting antivirals for the treatment of hepatitis C virus (HCV) is not fully elucidated. <b><i>Objective:</i></b> In this cross-sectional study, we aim to describe the incidence and characteristics of a novel observation of de novo renal cryoglobulinemic glomerulonephritis after successful treatment with DAA. <b><i>Methodology:</i></b> A total of 12,985 Hepatitis C Patients (genotype IV) received the new DAA. After successful treatment, patients with deranged renal functions or proteinuria were referred to the nephrology department for assessment. The clinical manifestations ranged from lower limb edema to the development of purpura skin lesions. Cryoglobulins were tested in the serum using the PCR detection. <b><i>Results:</i></b> Fifty patients had detectable de novo cryoglobulins in the serum. The most common type in renal biopsies was membranoproliferative glomerulonephritis (52%) and chronic kidney disease (CKD) developed in 46% of cases. <b><i>Conclusion:</i></b> De novo cryoglobulinemic glomerulonephritis and progression to CKD may rarely complicate successful treatment of HCV using direct-acting antivirals.
DOI: 10.15468/dl.rxfjb5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sagamichthys schnakenbecki (Krefft, 1953)",
 "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 ((26.1447 -34.2546,26.6413 -34.1504,17.9648 -34.1504,17.9648 -34.5378,18.3444 -34.8391,18.8711 -34.8843,19.4851 -35.2658,19.9376 -35.3352,20.7057 -34.9616,21.9281 -34.8692,22.6401 -34.5158,23.3842 -34.6063,23.712 -34.499,24.8223 -34.7143,25.2443 -34.5061,25.7729 -34.5304,26.1447 -34.2546))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013129-250525065834625/datasets/export for details.
DOI: 10.17632/2jpg54nvsc
title: Data for : Mantle and recycled oceanic crustal components in mantle xenoliths from northeastern China and their mantle sources (2019JB018232)

description: Geochemical data for mantle xenoliths hosted by Cenozoic basalts in northeastern China. The data include mineral and rock chemistry, in situ isotopic compositions of Sr in clinopyroxene and O in olivine.
DOI: 10.17632/yxg6zvgjnm
title: Supplementary information files: Gene co-expression network and differential expression analyses of subcutaneous white adipose tissue reveal novel insights into the pathological mechanisms underlying ketosis in dairy cows

description: Supplymentary information files for the article "Gene co-expression network and differential expression analyses of subcutaneous white adipose tissue reveal novel insights into the pathological mechanisms underlying ketosis in dairy cows"
DOI: 10.6084/m9.figshare.3187909.v1
title: smile-annotations-final.csv

description: This dataset is collected and annotated for the SMILE project http://www.culturesmile.org. This collection of tweets mentioning 13 Twitter handles associated with British museums was gathered between May 2013 and June 2015. It was created for the purpose of classifying emotions, expressed on Twitter towards arts and cultural experiences in museums. <br>It contains 3,085 tweets, with 5 emotions namely anger, disgust, happiness, surprise and sadness. Please see our paper "SMILE: Twitter Emotion Classification using Domain Adaptation" for more details of the dataset.<br>License: The annotations are provided under a CC-BY license, while Twitter retains the ownership and rights of the content of the tweets.<br>
DOI: 10.17632/392fs5x4yz
title: Transformational Leadership Dimensions

description: Data collected through Qualtrics. Data support the results in "Transformational leadership dimensions and employee voice: a model of planned behavior".
DOI: 10.17632/hf442z78c7
title: Data_KlaverGCAsubmitted2023

description: All data produced in this study and literature data shown in Figures in the manuscript
DOI: 10.6084/m9.figshare.12271964.v1
title: Data_S1

description: Dataset used to generate the results in 'Delineating the continuum of dissolved organic mater in temperate river networks'. The dataset contains data on DOC concentration, PARAFAC and catchment properties for all sampling sites and campaigns in the Fluvia River
DOI: 10.6084/m9.figshare.24633228.v2
title: No.3 National-scale 10-m maps of cropland use intensity in China during 2018-2023

description: There were three groups of national-scale datasets on cropland use intensity over conterminous China during the study period (2018-2023). The first group of datasets was the cropland use intensity dataset for each year. Five 10-m national scale cropland use intensity maps (ChinaCUI10m) were provided for China during 2018-2023. The second group of datasets was the newly derived 10-m cropland dataset (ChinaCropland10m) based on historical cropping activities. The historical cropland use intensity during 2018-2023 was summarized and the ChinaCropland10m was produced through discarding pixels with values of zero (cropland should be actively cropped for at least once during the past five years). The third group of datasets was the degree of intensification revealed by averaged cropland use intensity (ChinaMeanCI10m) based on historical CUI datasets in China during 2018-2023. The datasets are available at the Figshare repository in a Geotiff format. The dataset is provided in ESPG: 4326 (WGS_1984) spatial reference system.
DOI: 10.6084/m9.figshare.26611967.v1
title: Additional file 2 of Improved weed segmentation in UAV imagery of sorghum fields with a combined deblurring segmentation model

description: Additional file 2. Results of hyperparameter optimisation.
DOI: 10.6084/m9.figshare.7393493.v1
title: pMPPla107 variants

description: Variants found on the pMPPla107 in six DBL408 (P. stutzeri) lines after 500 generations of evolution.
DOI: 10.17632/dhvyx8pd4f
title: Best-Response-Strategic-Interaction

description: This is a data simulation to calculate the maximum fishing effort, residual fish stocks, cost, revenue, and profit for two group of fishing fleets in fisheries game theory model. The model is applying two type of models namely non-cooperative and cooperative model. The non-cooperative model assumption is there is no agreement between two groups that interact in the fishing expedition. The cooperative model assumption is there is an agreement between two groups in the fishing expedition. This model has several constraints that applied as the rule of the game.
DOI: 10.17632/hb5f7gdt43
title: Blockchain and Food Supply Chain Part 2

description: Blockchain and Food Supply Chain Part 2
DOI: 10.17632/v7kw9ycccp
title: Non-intrusive indoor environmental data in two double-occupied offices

description: The dataset is derived from a longitudinal study conducted in two double-occupied offices at the Munich University of Applied Sciences. Focusing on occupancy detection and window state prediction, the study leverages an IoT sensory device placed desk-level near occupants. This dataset includes various indoor environmental metrics: Air temperature, CO2 concentration, indoor air quality, illuminance, relative humidity, and sound pressure level. Ground truth occupancy data was recorded manually by occupants, while window status was relayed via an EnOcean-protocol-enabled contact. Detailed sensor information is presented in the linked article.
DOI: 10.17632/vf5s29p5mn
title: Biweekly Student Collaboration Network Dataset for Early Prediction of Success

description: This dataset consists of biweekly nominations from students in a collaborative learning environment, collected over a specified period. Students were asked to nominate up to five peers with whom they collaborated most during each two-week period. The dataset captures these peer nominations across multiple intervals, allowing for the construction of dynamic collaboration networks. This structure facilitates the calculation of network centrality metrics, which can be analyzed to identify predictive indicators of academic success. The dataset includes: 

 • Student Identifiers: Anonymized IDs and fakenames for each student.
 • Nomination Records: Each record includes the nominating student, the nominated peers (up to five), and the time interval of the nomination.
 • Temporal Data: Each nomination event is timestamped, allowing for the exploration of evolving collaboration patterns.

The dataset is designed for educational data mining, particularly in analyzing peer network structures within collaborative learning contexts. It serves as a resource for exploring predictive indicators of academic performance based on social interactions and network positions. Researchers can apply various network centrality measures to understand how early nomination patterns correlate with student outcomes, offering potential insights for interventions aimed at enhancing collaborative learning.