cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/h6t5pr6t2b
title: Dataset on the Intention to adopt Infrastructure as-a Service-Based E-learning in Higher Education Institutions in Nigeria

description: This dataset presents the intention to adopt Infrastructure as-a Service-Based E-learning from the perspective of the ICT directorates top managers in Nigeria in the Nigerian Universities. The data were collected from the North-Central, North-West, and North-East regions of Nigeria. The questionnaires were distributed via a face-to-face method, where Relative Advantage (6 items), Compatibility (6 items), Trust (3 items), Security (3 items), Top Management Support (6 items), Cost Savings (4 items), Competitive Pressure (7 items), Service Provider Support (7 items), Government Support (4 items) and the Intention to Adopt Infrastructure-as-a-Service (3 items), from 454 respondents. A disproportionate stratified random sampling technique was used to select and distribute the questionnaire from 19 universities in Nigeria. The survey was further analyzed using descriptive statistics, inferential, and Partial Least Square structural equation modeling (PLS-SEM) technique. The data will assist in adopting Infrastructure as a Service-Based e-learning system to show the essential variables for implementing and using the Infrastructure to provide an efficient and effective e-learning experience in Nigerian universities.
DOI: 10.6084/m9.figshare.12444308.v1
title: JARVIS-DFT-DFPT (JVASP-52662 to JVASP-84830)

description: DFPT input/output files for JARVIS-DFT data.
DOI: 10.6084/m9.figshare.14772951.v2
title: Online Food Delivery Service

description: The data recorded the consumers' perception and attitude towards online food delivery services (OFDS) among Malaysians during and post COVID-19 pandemic. A primary dataset of 307 respondents was collected. The questionnaire was adopted from previous studies and responses were collected through an online survey and invitation through email and social media over 4 weeks from March 2021 to April 2021. It studies the influences of convenience motivation, perceived ease of use, time-saving orientation and price-saving orientation on the attitude and behavioural intention towards using OFDS continuingly after the pandemic
DOI: 10.6084/m9.figshare.24467347.v1
title: thymic development

description: This dataset including three parts: gene expression of thymic development, CTSS expression of thymic development and TSS expression of thymic development.
DOI: 10.17632/rbcxdzf5c8
title: Data in Brief of: Liberal vs. Restricted Opioid Prescribing Following Midurethral Sling

description: The objective was to evaluate pain control, satisfaction with pain control, and opioid utilization among patients undergoing isolated mid-urethral sling (MUS) randomized to one of two different opioid prescribing regimens.  The primary outcome was average postoperative day 1 pain score and an a priori determined margin of non-inferiority was set at 2 points. 82 participants underwent isolated MUS placement and met inclusion criteria; 40 were randomized to the standard arm and 42 to the restricted group.  With respect to the primary outcome of average post-operative day 1 pain score, the restricted arm (mean pain score 3.9±2.4) was non-inferior to the standard arm (mean pain score 3.7±2.7) [difference in means 0.23; 95% CI (-∞, 1.34)].  In the standard arm, 23 participants (57.5%) filled an opioid prescription compared to 8 participants (19.0%) in the restricted arm (p<0.001). 18 out of 82 participants (22.0%) utilized opioids in the 7 day post-operative period, with 10 standard (25.0%) and 8 restricted (19.0%) participants using opioids (p=0.52). Of participants using opioids, the average number of tablets used was 3.4±2.3 and only 3 participants using 5 tablets or more. On a scale of 1=”prescribed far more opioid than needed” to 5=”prescribed far less opioid than needed”, the standard arm mean was 1.9±1.0 compared to a mean of 2.7±1.0 for the restricted arm (p<0.001). Restricted opioid prescription is non-inferior to standard opioid prescription in the setting of pain control and satisfaction with pain control after isolated mid-urethral placement.  Participants in the restricted arm filled fewer opioid prescriptions. On average only 3.4 tablets were used by those that filled prescriptions in both groups. Restrictive opioid prescribing practices may reduce unused opioids in the community, while achieving similar pain control.
DOI: 10.17632/s95bxkw9s9
title: A prolonged crustal storage for mantle xenolith-bearing alkali basaltic lava

description: This is a dataset on mantle xenocrysts, including whole-rock data of the host magma, major and trace element data of olivine xenocrysts, Fe-Mg isotope data, as well as data on olivine phenocrysts and the matrix. The data for olivine xenocrysts are all compositional profiles.
Supplementary Table 1 - Major and trace element of the bulk basanite
Supplementary Table 2 -Microprobe analysis data with olivine (wt.%)
Supplementary Table 3 - LA-MC-ICP-MS analysis data with xenocryst olivine for trace elements (ppm)
Supplementary Table 4 - In-situ Fe-Mg isotope compositions of olivine xenocryst and modeling results
DOI: 10.6084/m9.figshare.28524599.v2
title: Nanopore sequencing data of randomly ligated oligonucleotide fragments.

description: A dataset comprised of synthetic oligonucleotide fragments that have been ligated together at randon, then amplified by PCR and sequenced by Oxford Nanopore sequencing. Sequenced on Flongle flow cell with 10.4.1 chemistry and basecalled using super accurate basecalling.
DOI: 10.17632/7hzr5539ws
title: ITB-mBatik Dataset

description: Institute Teknologi Bandung (ITB) modern Batik Dataset was created and designed as the first-ever high-quality symmetric pattern consisting of  1,216 images taken straight from design files for unsupervised image generation tasks purposes. At first, the dataset was created as training data for more efficient GAN and used as a working substitute due to the difficulty of finding a large amount of high-quality authentic Batik. 

We would like to thank Nurul Yafi for his massive contributions to this research. Without his work, this research would not have been possible. All the pattern images used in this dataset were taken directly from his work and shared under CC BY NC SA License. If you would like to use this work commercially, contact him directly at yafi04[at]gmail.com
DOI: 10.17632/xt585dkhgt
title: Cross-sectional study on the influence of psychological characteristics on the perceived well-being of children and young people with palliative care needs: Dataset

description: Cross-sectional study with children over 8 years of age, where sociodemographic and disease variables are collected through clinical history; Psychological evaluation is carried out using specific tools on Emotional Regulation, Cognitive Strategies and Risk of Depression and Anxiety; and their perceived well-being using a visual analogue scale.
DOI: 10.6084/m9.figshare.20099021.v1
title: Vasileva and McCulloch - Dataset

description: Dataset collected through an online questionnaire on attitudes and behaviours towards cats and barriers to successful stray cat management in Bulgaria.
DOI: 10.6084/m9.figshare.24796470.v1
title: Supplementary Table S3 (final)

description: TPM values of the single 2-cell stage blastomeres (55 pairs 7492 genes). The coding system of the specimens is as follows: ICSI_site of ICSI_unique embryo number followed by ’a’ or ‘b’ to indicate which one of the sister blastomeres.
DOI: 10.6084/m9.figshare.9255758.v4
title: PROLIFIC qualitative.zip

description: The interview and focus group transcripts conducted for the qualitative study. COREQ checklist for the qualitative study.Extended data contains the interview guides
DOI: 10.17632/8bsjp9shvf
title: Job Satisfaction

description: This study investigates the determinants of job satisfaction in Indonesia within the context of the 2024 Provincial Minimum Wage (UMP) debate, questioning whether wage increases alone can effectively enhance worker satisfaction. Analyzing data from the Indonesian Family Life Surveys (IFLS) of 2007 and 2014, the study finds that although 70.6% of workers report being satisfied with their jobs, notable dissatisfaction persists, particularly among younger, less-educated, and rural workers. Results indicate that beyond monetary compensation, factors such as pensions, general insurance, health insurance, and civil servant status significantly impact satisfaction. Civil servants report higher satisfaction, attributed to job stability and comprehensive benefits, even though their salaries often fall below market rates. These findings highlight the importance of a social contract that provides extensive benefits beyond salary, contrasting sharply with Indonesia’s Job Creation Law, which fails to guarantee private-sector job stability. This study emphasizes the need for policy measures that support job security and satisfaction across diverse employment sectors.
DOI: 10.17632/bcf5pct6h8
title: A computational method for rapid, orthographic, photography of lake sediment cores

description: Photogrammetry results and data.
DOI: 10.17632/spwnt8t25y
title: Task-irrelevant affective prosody perception by typically developed children under attentional loads: electroencephalographic, behavioural data, and psychometric evaluation of autistic patterns in daily conducts. 

description: The relevance of affective information triggers attentional prioritisation, but when emotional stimuli act as distractors (task-irrelevant), attentional load dictates the balance between bottom-up processing and top-down executive control systems for attention allocation. In this dataset, electroencephalographic (EEG) signals related to implicit emotional speech perception under low, intermediate, and high attentional loads are provided. Demographic and behavioural data are also shared. Thirty-one typically developed children (mean age: 10-year-old, SD: 1, 20 girls) and their parents or legal guardians volunteered for data collection. As autistic traits may impair social-emotional reciprocity and verbal communication, assessments of autistic behaviours severity were conducted using the Autism Spectrum Rating Scales (ASRS, parent report). Sessions with children started with the completion of the Edinburgh Handedness Inventory followed by recording resting-state EEG activity for 2 minutes with eyes open. Those data are included in the dataset. Then, children answered three visual activities while listening to task-irrelevant affective prosodies (anger, disgust, fear, happiness, neutral and sadness). Particularly, low attentional load was induced by neutral image viewing; a one-target 4-disc Multiple Object Tracking (MOT) task triggered intermediate load; and high attentional load was conveyed by the one-target 8-disc MOT condition. Tracking capacity was computed from correct/incorrect answers during MOT tasks and are included in the dataset along with EEG data recorded during all three tasks. These data are relevant to investigate electrophysiological correlates of task-irrelevant affective speech integration under attentional load modulations and to assess their interaction with behavioural autistic patterns in a non-pathologic population. Besides, resting-state EEG data may be used to characterise inter-individual heterogeneity at rest and, in turn, associate it with attentional capacities during MOT and with autistic behavioural patterns. Finally, tracking capacity may be useful to explore dynamic and selective attentional mechanisms under emotional constraints. 

Keywords
Emotion; Electroencephalography; Selective Attention; Dynamic Attention; Auditory stimuli; Multiple-Object Tracking; Prosody; Speech
DOI: 10.6084/m9.figshare.13047926.v2
title: JVASP-13545 to JVASP-14419 (Positive bias)

description: JARVIS-DFT
DOI: 10.6084/m9.figshare.21814281.v1
title: Supplementary Material for: Prognostic Value of Stress Hyperglycaemia Ratio in Young Patients with Ischaemic Stroke or Transient Ischaemic Attack

description: <b><i>Introduction:</i></b> Stress hyperglycaemia is common in stroke. Recently, the stress hyperglycaemia ratio (SHR) has been proposed as a novel marker for stress hyperglycaemia and found to be associated with adverse outcomes in many diseases. However, data regarding the impact of the SHR on ischaemic stroke, especially in young adults, are limited. Therefore, the aim of this study was to investigate whether the SHR is associated with stroke severity and adverse outcomes in young adults with ischaemic stroke or transient ischaemic attack (TIA). <b><i>Methods:</i></b> We retrospectively recruited patients aged 18–45 years with acute ischaemic stroke or TIA. The SHR was calculated as fasting blood glucose (FBG) divided by glycated haemoglobin. The primary and secondary outcomes were 90-day poor functional outcomes and stroke severity on admission, respectively. Multivariable logistic regression, restricted cubic spline models, and subgroup analysis were performed to validate the relationship between the SHR and ischaemic stroke or TIA in young adults. <b><i>Results:</i></b> A total of 687 young adults (mean age 36.9 years) were recruited. Among them, 119 (17.3%) patients had prior diabetes, and 568 (82.7%) did not. The SHR was significantly associated with stroke severity and poor functional outcome. Compared with patients with lower SHR values, patients with higher SHR values were more likely to have moderate-to-severe stroke. The multivariable-adjusted OR (95% CI) was 1.70 (1.21–2.39) after adjusting for all potential confounders excluding FBG and 1.50 (1.03–2.17) after FBG adjustment. The restricted cubic spline showed a J-shaped association between the SHR and moderate-to-severe stroke. Compared with patients with lower SHR values, patients with higher SHR values were more likely to have poor functional outcome at 90-day follow-up. The multivariable-adjusted OR (95% CI) was 1.95 (1.12–3.41) after adjusting for all potential confounders excluding FBG and 1.84 (1.01–3.36) after FBG adjustment. A J-shaped association was found between the SHR and poor functional outcomes at the 90-day follow-up. In the subgroup analysis, SHR was independently associated with more severe stroke (OR, 1.79, 95% CI, 1.18–2.72) and poor functional outcomes (OR, 2.11, 95% CI, 1.32–3.35) in nondiabetic patients but not in diabetic patients in multivariate logistic analysis. Despite this, the interaction effects of prior diabetes on the association between the SHR and stroke severity and poor functional outcomes did not reach statistical significance. <b><i>Conclusion:</i></b> The SHR is independently related to more severe stroke and an increased risk of poor functional outcomes among young adults with ischaemic stroke or TIA.
DOI: 10.6084/m9.figshare.26957532.v1
title: Data and scripts from De novo evolution of transmissible tumors in Hydra

description: zip file containing the various data tables used and the associated codes for their processing
DOI: 10.6084/m9.figshare.7994306.v1
title: Effects of the Hall conductivity in the Ionospheric Heating Experiemnts

description: The output of the 3d mhd model is presented for the cases with tracking and without tracking for different hall conductivity values
DOI: 10.15468/dl.3pbcye
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 ((45.5755 -13.3048,45.7911 -12.8231,45.6061 -12.3752,45.0241 -12.1382,44.9648 -12.0572,44.9648 -13.45,45.02 -13.4845,45.5755 -13.3048))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013045-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.13661312.v1
title: Global Multi-layer Soil Moisture Products

description: This collection includes seven soil moisture datasets that cover the globe and the time period 1970–2016, at a spatial resolution of 0.5 degrees, time step of monthly, and vertical resolution of four soil layers (0-10cm, 10-30cm, 30-50cm, 50-100cm). <br>Please see attached file for more detailed description and access information.<br>
DOI: 10.17632/j28hvzbyht
title: NEVs-DP Software Package

description: The NEVs-DP software is developed by Shanghai Jiao Tong University to solve the Dynamic Programming (DP) problems of New Energy Vehicles (NEVs). Specific algorithm principles, please refer to the two papers: [1] Dynamic Programming for New Energy Vehicles based on their work modes. Part I: Electric Vehicles and Hybrid Electric Vehicles. [2] Dynamic Programming for New Energy Vehicles based on their work modes. Part II: Fuel Cell Electric Vehicles.
DOI: 10.17632/bsswr7tx5c
title: Data for: Life cycle environmental impacts and carbon emissions: a case study of electric and gasoline vehicles in China

description: Each data used for the inventory is shown in the supplementary information.
DOI: 10.17632/g4zzrg8ws7
title: The Nexus Between Debt Servicing and Foreign Exchange Rate Unification In Nigeria

description: This study examined the relationship between debt servicing and foreign exchange rate unification in Nigeria from 1995 to 2023, hypothesizing that a unified exchange rate policy would significantly impact the country's debt service-to-revenue ratio. Using annual time series data from sources such as the International Monetary Fund and World Development Indicators, the study employed an Autoregressive Distributed Lag (ARDL) model to analyze the relationship between the debt service-to-revenue ratio and factors including the official foreign exchange rate, GDP growth rate, inflation rate, and oil prices. The findings revealed several notable insights. Exchange rate unification was found to have a significant negative effect on the debt service-to-revenue ratio, suggesting that a unified exchange rate policy could help reduce Nigeria's debt service burden. Both current and lagged inflation rates showed a significant negative impact on the debt service-to-revenue ratio, indicating that higher inflation might be eroding the real value of debt or increasing nominal revenues faster than debt servicing costs. Lagged exchange rates were found to negatively affect the debt service-to-revenue ratio, implying that higher exchange rates in the previous period decrease the current ratio. Oil prices demonstrated mixed effects, with current prices positively impacting the debt service-to-revenue ratio while lagged prices had a negative effect. The study also revealed strong persistence in debt servicing behavior over time, as evidenced by the significant positive correlation between current and previous year's debt service ratios. These results offer significant implications for policymakers. The negative effect of exchange rate unification on the debt service-to-revenue ratio suggests that such a policy could improve efficiency in forex markets and reduce arbitrage opportunities, ultimately helping to reduce the debt service burden. The negative relationship between inflation and the debt service-to-revenue ratio indicates that higher inflation might be beneficial for debt servicing in the short term, though this should be interpreted cautiously given the potential negative consequences of high inflation. The mixed impact of oil prices reflects the complexity of Nigeria's oil-dependent economy, highlighting the need for economic diversification. The strong persistence in debt servicing commitments points to potential structural issues in debt management or lack of fiscal flexibility. Policymakers can use these findings to inform strategies for managing Nigeria's debt burden. The results suggest that pursuing exchange rate unification, carefully managing inflation, diversifying the economy to reduce oil dependence, and improving fiscal discipline could all contribute to better management of debt servicing costs. However, it's crucial to consider the lagged effects of economic variables on debt servicing when formulating long-term fiscal strategies.
DOI: 10.17632/m28yb8sk5y
title: Netflow data analysis to identify malicious activity

description: Netflow data from a large public institution. The data indicate countries and network area from where network scanning activities originate. These data can be analyzed to identify potentially malicious actors.
DOI: 10.17632/y3zxhtzd94
title: Research data for &lt; A complete and continuous core record of deep-water mass transport deposits &gt;

description: Supplementary Data and Log Data
DOI: 10.17632/ynv4mn4k4m
title: A method for rapid nanobody screening with no bias of the library diversity

description: We dedeveloped a methodfor rapid nanobody screening with no bias of the library diversity. The Dataset herein make the primary data available. The files are supplementary raw data used to make all the graphs in the manuscript and uncropped images for all the blots in the manuscript.
DOI: 10.6084/m9.figshare.23701909.v1
title: Burn severity evaluation in black pine forests with topographical factors using Sentinel-2 in Kastamonu, Turkiye

description: ABSTRACT Background: Forest fires are one of the most important natural disasters all over the world in terms of the damage they cause to the ecosystem. Turkey is also exposed to wildfires damaging large areas of forests every year. Wildfires endanger the sustainability of forest resources and cause significant biological and ecological damage to the forests. It is crucial to estimate fire behaviour characteristics to take effective interventions in the fire events. Obtaining data based on terrestrial measurements is very expensive and very time-consuming to predict fire behaviour characteristics. The use of remote sensing technologies is therefore very useful since the satellite images will be faster, more sensitive, and economical to determine the burning severity and burning areas. Results: In this study, the forest fire that occurred in the Kastamonu-Taşköprü district was analyzed with remote sensing techniques. The fire occurred in 2020 (06.09.2020). The fire satellite image was thus taken from the pre-fire period (26.08.2020) and post-fire period (13.10.2020). First of all, pre-fire and post-fire Sentinel-2 images of fire areas were used to determine the burned area using NBR (Normalized Burn Ratio) and dNBR (Differenced Normalized Burn Ratio) indices. Also, burned area rate and burn severity were evaluated depending on the altitude, aspect, and slope factors. Conclusion: The total burned area was 1504.9 ha. The maps showed that the burned areas were covered by moderate- and high-severity classes. The forest fire was more severe in the altitude range from 1170 to 1370m, at 20-33% slope and northerly aspects in the burned area. The existence of extreme meteorological factors and the horizontal and vertical continuity of the forest fuels have been the main factors in the effect of the fire on large areas. Estimation of forest fire risk, taking into account extreme meteorological conditions and fuel properties, will have an important place in forest ecology and management.