cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19431005.v1
title: Supplementary Material for: Changes in Health Expectancy for Older Adults in Japan: Results from Two Longitudinal Surveys

description: <b><i>Background:</i></b> Although there is evidence of improvements in health expectancy among the Japanese population, existing estimates are based on the prevalence of morbidity taken from cross-sectional survey data. <b><i>Objectives:</i></b> This study employed a multistate life table approach to compute incidence-based health expectancy measures, namely active and inactive life expectancy (LE), for two longitudinal survey cohorts from 1990 to 2009. <b><i>Methods:</i></b> This study used data from two longitudinal surveys of older adults in Japan: the National Survey of the Japanese Elderly (1990–1999) and the Nihon University Japanese Longitudinal Study of Aging (1999–2009). We employed the Interpolation of Markov Chains technique to compute the number of years at age 65 years to be spent with and without difficulty in performing activities of daily living (ADLs) or instrumental ADLs. <b><i>Results:</i></b> We documented significant increases in active LE for men and women at age 65 years over the 10-year study period. There were significant changes in total LE for men and in the percentage of active life for women. Inactive LE did not significantly change across the two survey cohorts during the study period. <b><i>Conclusions:</i></b> Our results show that the health status of older adults in Japan has largely improved over the 10-year study period, with increases in both the duration of life and time spent in an active state. This finding offers evidence of compression of morbidity among older men and women in Japan.
DOI: 10.17632/p3g9km7mh5
title: Replication Codes for "Climate Transition Risk and the Role of Bank Capital Requirements"

description: Codes to replicate the results in "Climate Transition Risk and the Role of Bank Capital Requirements" accepted at Economic Modelling.
DOI: 10.17632/ty6nxkm3h9
title: Soil aggregate stability and erodibility in typical Robinia pseudoacacia L. mixed forests

description: The database includes information on the particle size distribution of single soil particles and aggregates, aggregate stability, and soil erodibility in different Robinia pseudoacacia L. mixed forests.
DOI: 10.6084/m9.figshare.20755261.v1
title: Unraveling the Critical Geomagnetic Conditions in Controlling the Upper Limit of Electron Fluxes in the Earth’s Earth's Outer Radiation Belt

description: This is the dataset used to produce figures for the paper under review with the title of "Unraveling the Critical Geomagnetic Conditions in Controlling the Upper Limit of Electron Fluxes in the Earth’s Earth's Outer Radiation Belt ".
DOI: 10.6084/m9.figshare.12965105.v1
title: Gene database of Methanosphaera stadtmanae

description: This resource provides the genetic repertoire of <i>Methanosphaera stadtmanae</i> by parsing its annotated genome sequence downloaded from Genbank. Comprising gene name, gene function, and gene sequence, the resource should be useful in uncovering the metabolic processes available to the archaeon, which helps formulate hypothesis of the role of the microbe in its natural environment.
DOI: 10.6084/m9.figshare.13164320.v5
title: Quantifying the determinants of the genome-wide diversity in Drosophila using iSMC

description: Data used to generate results presented in: <br> Barroso & Dutheil, 2023 (Biorxiv). The landscape of nucleotide diversity in <em>Drosophila melanogaster </em>is shaped by mutation rate variation <br> Scripts to analyse these data can be found in: <br> https://github.com/gvbarroso/ismc_dm_analyses <br> Instructions on how to reproduce the results can be found in the README file of the above repository.
DOI: 10.6084/m9.figshare.21370572.v4
title: JARVIS-SuperconDB

description: JARVIS-Superconductor database for 3D & 2D materials <br> unzip jarvis_epc_data_figshare_1058.json.zip <br> or unzip jarvis_epc_data_2d.json.zip <br> &gt;&gt;&gt; import pandas as pd &gt;&gt;&gt;df=pd.read_json('jarvis_epc_data_figshare_1058.json') &gt;&gt;&gt; print (df.columns) Index(['stability', 'jid', 'atoms', 'cfid', 'wlog', 'lamb', 'Tc', 'a2F', 'a2F_original_x', 'a2F_original_y', 'press'], dtype='object') &gt;&gt;&gt; print (df[['jid','Tc']]) <br> Here, jid is JARVIS-DFT ID, atoms is jarvis.core.atoms as dictionary object, wlog; lamb;Tc are omega log, coupling constant and transition temperature using McMillan Allen Dynes formula, a2F is Eliashberg function from 0 to 100 meV. <br> <br> We perform electron-phonon coupling calculations to establish a large and systematic database of BCS superconducting properties. <br> Please cite the following if you use these datatsets: 1) https://www.nature.com/articles/s41524-022-00933-1 2) https://doi.org/10.1021/acs.nanolett.2c04420 <br> For any questions/concerns, raise a issue on (https://github.com/usnistgov/jarvis/issues) or write to kamal.choudhary@nist.gov. <br> Enjoy!
DOI: 10.6084/m9.figshare.24827943.v2
title: Research Integrity Training – Needs and provisions in institutions in the United States of America

description: The results of a national survey within the USA investigating perceived provision and adequacy of research integrity training by institutions. Research was conducted by Springer Nature. Results were gathered from 1962 individuals at over 862 organisations across the USA.Authored by Farah Aldabbagh, Ed Gerstner
DOI: 10.6084/m9.figshare.24260743.v1
title: EPI-Clone supplementary dataset: Single cell RNA-seq of clonally barcoded hematopoietic progenitors

description: This is the dataset supporting the EPI-Clone manuscript: scRNA-seq profiling of hematopoietic stem and progenitor cells (HSPCs) was performed with the 3' 10x Genomics profiling. Three experiments are included: Two where HSCs were clonally labeled with the LARRY system, transplanted to recipient mouse and profiled 4-5 months later (post-transplant hematopoiesis), and one where HSPCs were profiled straight from an unperturbed mouse.<br>Dataset is a seurat (v4) object with the following assays, reductions and metadata:<b>ASSAYS:</b><br>AB: Antibody expression data<br>RNA: RNA expression profiles<br>integrated: Integration of DNA methylation data performed across experimental batches with two batch correction methods: CCA (https://satijalab.org/seurat/reference/runcca) and harmony (https://portals.broadinstitute.org/harmony/articles/quickstart.html).<br><b>DIMENSIONALITY REDUCTION</b><br>pca_cca: PCA performed on the integrated data (CCA integration)<br>umap_cca: UMAP computed on the integrated data (CCA integration)<br>umap_harmony: UMAP computed on the integrated data (Harmony integration)<b>METADATA</b><br>Experiment: The experiment that the cell is from, values are "LARRY main experiment", "LARRY replicate" and "Native hematopoiesis"<br>ProcessingBatch: Experiments were processed in several batches.<br>CellType: Cell type annotation<br>LARRY: Error corrected LARRY barcode<br>percent.mt: percentage of mitochondrial DNA<br>nCount_RNA: Read count for the RNA modality<br>nFeature_RNA: Number of RNAs with at least one read<br>nCount_AB: Read count for the surface protein modality<br>nFeature_AB: Number of ABs with at least one read
DOI: 10.6084/m9.figshare.13050644.v1
title: 10x v3 Demo PBMC 10k cells

description: Source: 10x GenomicsURL: https://support.10xgenomics.com/single-cell-gene-expression/datasets/3.0.0/pbmc_10k_v3
DOI: 10.17632/d7s4djs6km
title: DATASET ON ENHANCING STOCK MARKET INVESTMENT DECISIONS THROUGH BLOCKCHAIN TRANSACTION SECURITY: A STUDY ON INVESTOR INTENTIONS

description: This dataset was collected as part of a study investigating the impact of blockchain-based transaction security on investor intentions in the stock market. It comprises responses from 460 participants, including both experienced and potential investors, who provided insights into their perceptions of blockchain technology, investment behavior, and financial attitudes. The dataset includes demographic variables such as age, location, and monthly income, as well as key psychological and behavioral indicators based on the Theory of Planned Behavior (TPB).

The dataset captures multiple dimensions of investor decision-making, including money attitude (classified into avoidance, worship, status, and vigilance), subjective norms (normative beliefs and motivation to comply), perceived behavioral control, transaction security perceptions using blockchain, and investment intention. Each variable was measured using a structured questionnaire with Likert-scale responses, allowing for a quantitative analysis of investor preferences.

The dataset was processed and analyzed using Smart PLS (Partial Least Squares Structural Equation Modeling), ensuring robust validation of the proposed research model. Descriptive statistics, reliability tests, and hypothesis testing were conducted to examine the relationships between blockchain security, investor confidence, and decision-making processes. Additionally, the dataset offers insights into how financial literacy, social influence, and risk perception shape investment behavior in the presence of blockchain security mechanisms.

This dataset is valuable for researchers, financial analysts, and policymakers interested in understanding how emerging financial technologies impact investor behavior and trust in stock market transactions. It provides a foundation for further studies on financial technology adoption, fraud prevention, and regulatory frameworks aimed at enhancing investment security.
DOI: 10.17632/n7ntwwrtn5
title: Cybersecurity News Article Dataset

description: This dataset contains cyber security news articles from 'The Hacker News'. The total number of collected news articles is 3742. The dataset was created with the goal of creating a classification model that can read a news article about a hacking incident and decide which type of attack it belongs to. With the aid of specialists and consensus, the news categories are labeled with distinct types of cyber threats.
DOI: 10.17632/rjbg776hcp
title: The Impact of Green Finance Policy on Total Factor Productivity: Based on Quasi-natural Experiment Evidence from China

description: This paper takes China's A-share listed firms from 2013 to 2021 as our research sample. The data at firm level is obtained from CSMAR database, and the data at city level is gathered from China City Statistical Yearbook. We get analysis data after cleaning the data downloaded from these databases. First, we analysis the data (data.dta) according to this paper and get the coefficient of the Policy, thus the visualized data is obtained. Then, we use these visualized data to draw the figures in the paper.
DOI: 10.6084/m9.figshare.22567726.v1
title: Neural spike data

description: These are the neural spike data of rat and monkey.
DOI: 10.6084/m9.figshare.5127910.v1
title: Supplementary Material for: Vitamin D Receptor Genotype Modulates the Correlation between Vitamin D and Circulating Levels of let-7a/b and Vitamin D Intake in an Elderly Cohort

description: <b><i>Background and Aims:</i></b> Circulating microRNAs (miRNAs) are linked to disease and are potential biomarkers. Vitamin D may modulate miRNA profiles, and vitamin D status has been linked to risk of disease, including cardiovascular disease and cancers. We hypothesise that genotypic variance influences these relationships. We examined the correlations between vitamin D intake and circulating levels of the miRNAs let-7a/b, and the involvement of two common vitamin D receptor <i>(VDR)</i> polymorphisms, <i>Bsm</i>I and <i>Apa</i>I. <b><i>Methods:</i></b> Two hundred participants completed food frequency and supplement questionnaires, and were assayed for circulating let-7b expression by qPCR. Polymorphisms were detected using restriction fragment length polymorphism-PCR. <b><i>Results:</i></b> let-7b expression negatively correlated with vitamin D intake (r<sub>s</sub> = -0.20, p = 0.005). The magnitude and direction of correlation were maintained in the presence of the <i>Bsm</i>I restriction site (r<sub>s</sub> = -0.27, p = 0.0005). However, in the absence of <i>Bsm</i>I restriction site, the direction of the correlation was reversed (r<sub>s</sub> = +0.319, p = 0.0497). These correlations were significantly different (z-score = 2.64, p = 0.0085). The correlation between vitamin D intake and let-7a was only significant in those without the <i>Apa</i>I restriction site. <b><i>Conclusions:</i></b> The correlation between vitamin D intake and let-7a/b expression in this cohort varies with <i>VDR</i> genotype. This study highlights the importance of considering underlying genotypic variance in miRNA expression studies and in nutritional epigenetics generally.
DOI: 10.6084/m9.figshare.26968888.v1
title: Supplementary Material for: Preferences for Advance Care Planning in Patients with End-stage Kidney Disease: A Cross-sectional survey amongst Nephrology healthcare providers in a Tertiary Care Center in India.

description: Introduction: 
Advance care planning (ACP) is essential in managing patients with end-stage kidney disease (ESKD), yet its integration into clinical practice remains limited, particularly in low- and middle-income countries. This study explores the preferences, attitudes and perceived barriers of nephrology healthcare providers towards ACP for patients with ESKD in a tertiary care centre in India.
Methods:
A cross-sectional survey was conducted among nephrology healthcare providers at a tertiary care centre in India. The survey, developed from literature reviews and pretested, covered demographics, ACP knowledge and attitudes, current practices, and perceived barriers and facilitators. Data collection occurred from September 2022 to March 2023. Quantitative data were analyzed descriptively, and qualitative data through thematic analysis.
Results:
A total of 50 healthcare providers participated. While 36% acknowledged the importance of ACP, only 8% routinely engaged in ACP discussions. Major barriers included inadequate training (22%), lack of awareness about the importance of discussing ACP amongst stakeholders (20%), cultural barriers (18%), lack of time (14%), and the absence of institutional protocols for discussion on ACP (14%). Additional barriers included instances where families withhold health information from patients due to fear of losing hope (16%) and patient/family discomfort in discussing ACP (12%). Providers expressed a need for structured ACP protocols and educational programs.
Conclusion:
Despite recognizing its importance, ACP is underutilized in the care of patients with ESKD in India. Addressing the identified barriers through targeted interventions may enhance ACP practices and improve patient outcomes.
DOI: 10.6084/m9.figshare.7609835.v1
title: X-ray biomechanical imaging and digital volume correlation of bone: from regeneration to structure.

description: <i>Electronic data for PhD Student Thesis.</i><i><br></i><i>Peña Fernandez, M., 2018, ‘X-ray biomechanical imaging and digital volume correlation of bone: from regeneration to structure’, PhD thesis, University of Portsmouth, Portsmouth, UK.</i><br>
DOI: 10.17632/r4tb2ydk3v
title: Data for "Reliability analysis of consolidation settlement in clay subsoil using FOSM and Monte Carlo simulation"

description: This dataset contains data used and generated during the research work for the manuscript "Reliability analysis of consolidation settlement in clay subsoil using FOSM and Monte Carlo simulation". In addition, the dataset includes an example code (Jupyter Notebook) which was used to run the Latin hypercube Monte Carlo simulation (MCS) and first-order second-moment method (FOSM) for the theoretical consolidation scenarios. The contents of the dataset are briefly described below: 1_Theoretical_scenarios Example code (.ipynb) MCS and FOSM analyses: input data and results for NC clay (.xlsx) MCS and FOSM analyses: input data and results for OC clay (.xlsx) 2_Case_studies Simulated settlement values (including simulated values of selected input parameters) (.xlsx) Laboratory test and soil layer data, stress profiles, and FOSM results (.xlsx) 3_Online_supplement Figs. S1-S4 (.pdf) Tables S1-S2 (.pdf)
DOI: 10.6084/m9.figshare.19114382.v1
title: Supplementary Material for: Mid-life Physical Activity and Late-life Cognitive Performance among American Indians

description: Introduction. Research on factors associated with late-life cognitive performance in diverse racial/ethnic groups is increasingly important due to the growing size and racial diversity of the elder population. Methods. Using data on American Indians from the Strong Heart Study, we measured associations between mid-life physical activity (PA), assessed by questionnaire or pedometer, and performance on tests of general cognitive function; phonemic fluency; verbal learning and memory; and processing speed. Cognitive tests were administered 7 to 21 years after PA measurements. To estimate associations, we used regression models with and without inverse probability weights to account for potential attrition bias in the cohort. Results. Questionnaire and pedometer measures of PA were positively associated with cognitive function. Participants in the top quartile of questionnaire-based PA had Modified Mini-Mental State examination scores 3.2 (95%CI: 1.5-4.9) points higher than participants in the lowest quartile. Phonemic fluency scores also trended higher for participants in the top compared to the bottom categories for both PA measures: top questionnaire quartile=2.7 (95%CI: 0.6-4.8) points higher and top pedometry tertile = 6.7 (95%CI: 2.7-10.7) points higher. We observed no associations between PA and tests assessing verbal learning and memory, or processing speed. Weighted model results were similar, but less precise. Conclusions. In this cohort of American Indians with relatively low levels of PA, positive associations between mid-life PA and late-life cognitive performance were dose-dependent and of modest clinical significance.
DOI: 10.6084/m9.figshare.7186826.v1
title: DEPENDENCY OF NANOFLUID RHEOLOGY ON PARTICLE SIZE AND CONCENTRATION OF VARIOUS METAL OXIDE NANOPARTICLES

description: Abstract Impact of the nanoparticle size and concentration on the rheology of ethylene glycol based nanofluids containing nanoparticles of five different metal oxides is investigated. Particle mass concentrations ranged from 5 to 20 wt %. Types of the nanoparticles and their particle size are TiO2 (30 nm, 50 nm), MgO (20 nm, 40 nm), ZnO (10-30 nm, 35-45 nm, 80-200 nm), SiO2 (20-30 nm, 60-70 nm) and CuO (40 nm, 80 nm). A stress controlled rheometer fitted with a cone-and-plate system is employed for the rheological characterization of the nanodispersions at temperatures between -5˚C and 35˚C. The non-linear measurements reveal that nanofluids of CuO (40 nm), ZnO (10-30 nm, 35-45 nm) and MgO (20 nm, 40 nm) particles exhibit non-Newtonian shear thinning behavior at particle mass concentrations higher than 5 %. No appreciable shear thinning is observed for the dispersions of TiO2 (30 nm, 50 nm) and SiO2 (20-30 nm, 60-70 nm) particles. Strong dependency between relative viscosity of the suspensions and particle size and loading is observed. Temperature, on the other hand, plays a marginal role in the relative viscosity of the suspensions. The shear viscosity measurements indicated the presence of particle size and concentration dependent apparent yield stress for CuO and ZnO nanofluids. Investigated nanofluids do not exhibit any thixotropy during their rheological characterization. Finally, viscoelastic measurements suggest that nanofluids are free of gel formation.
DOI: 10.6084/m9.figshare.21543279.v3
title: Dynamic thermal perception and skin temperature data under whole-body cyclical conditions

description: Dataset from a dynamic thermal comfort experiment. The laboratory experiment consisted in exposing the participants to four different cyclical sequences of whole-body cooling and warming over 180 min. For the first 30 min of the exposure, the thermal conditions were kept constant to allow the occupants to reach steady-state thermal conditions before the start of the air temperature fluctuations. Both environmental, physiological (skin temperature) and subjective (thermal sensation, thermal preference, and thermal comfort) data were collected during each exposure.
DOI: 10.6084/m9.figshare.18666467.v1
title: Supplementary Material for: Comparison of Risk Stratification Scores in Pulmonary Arterial Hypertension: A Monocentric Retrospective Study at Lausanne University Hospital

description: <b><i>Background:</i></b> Risk assessment is the cornerstone of pulmonary arterial hypertension (PAH) management. Risk stratification scores predict prognosis and help individualize treatment. <b><i>Objectives:</i></b> The aims of the study include the following: (1) to compare the prediction for transplant-free survival (TFs) of 3 risk assessment tools at 3 and 5 years after diagnosis and (2) to analyze whether the initial risk stratification was altered after 1 year of treatment. <b><i>Method:</i></b> We collected retrospectively data of 50 patients diagnosed with PAH Group 1. We categorized them as low, intermediate, and high mortality risk at baseline and at 1 year with the (1) Registry to Evaluate Early and Long-Term PAH Disease Management (REVEAL) risk score version 2.0, (2) Swedish/Comparative Prospective Registry of Newly Initiated Therapies for Pulmonary Hypertension (PH) (COMPERA) score, and (3) French PH Network Registry (FPHR) score. <b><i>Results:</i></b> TFs at 3 years is predicted by the 3 scores computed at baseline with an area under the curve (AUC) of 0.73, 0.73, and 0.77, respectively. The predictive value increased when the scores were calculated after 1 year of treatment (AUC = 0.91, 0.89, and 0.78). The prediction of TFs at 5 years was better evaluated by the COMPERA and FPHR (AUC = 0.85) than by REVEAL 2.0 (AUC = 0.69) computed at baseline. A low risk status was associated with excellent TFs whatever the scoring used. <b><i>Conclusion:</i></b> In accordance with the original publications, the 3 scores are able to predict survival up to 5 years after diagnosis. The better performance of the scores after 1 year is a further evidence for their clinical use and an indirect proof for treatment efficacy.