cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8tkmbr3krh
title: Effects of internal and external motivation on employees’ tacit knowledge sharing intention and innovative behavior

description: 1. The "dataset" folder contains raw data, including both Chinese and English versions (in .sav format), as well as a Chinese version in .csv format.
2. The folder named '信效度(Reliability and Validity)' contains the results of the scale's reliability and validity, which were obtained using the SmartPLS software that utilizes partial least squares structural equation modeling (PLS-SEM).
3. The folder named '假设检验(Hypothesis Testing)' contains the results of hypothesis testing, which were generated using SmartPLS software based on PLS-SEM.
4. The folder named "repetition of data results" contains the results of a re-analysis of the original data using SmartPLS 4.
DOI: 10.17632/g566by5jcg
title: Transactional PUMSB

description: The statistical details of this dataset were provided below:

Database size (total no of transactions) : 49030
Number of items : 2113
Minimum Transaction Size : 74
Average Transaction Size : 74.0
Maximum Transaction Size : 74
Standard Deviation Transaction Size : 0.0
Variance in Transaction Sizes : 0
Sparsity : 0.9649787032654993

Please cite the following reference:

Rage Uday Kiran, Masaru Kitsuregawa: Efficient discovery of correlated patterns using multiple minimum all-confidence thresholds. J. Intell. Inf. Syst. 45(3): 357-377 (2015)

URL: https://link.springer.com/article/10.1007/s10844-014-0314-7

Disclaimer: This dataset was downloaded from fimi repository - http://fimi.uantwerpen.be/data/
DOI: 10.6084/m9.figshare.26965591.v1
title: Phylogeny of microbial rhodopsins including ApuRhs

description: Phylogeny of microbial rhodopsins
DOI: 10.17632/5925df99w9
title: Blastocyst age, expansion, trophectoderm morphology, and number cryopreserved are variables predicting clinical implantation in single blastocyst frozen embryo transfers in freeze-only-IVF

description: To determine which blastocyst assessment variables predict clinical implantations in single blastocyst frozen embryo transfers (FET) of freeze-only-IVF cycles, following improved vitrified-warmed blastocyst survival and developmental competence preservation.
DOI: 10.6084/m9.figshare.24126093.v1
title: <b>Pre hospital Emergency Medical Dispatches</b><b> </b><b>following Heat Waves</b><b>: A Systematic Review Study and Meta-Analysis</b>

description: <b>Extracted Data</b>
DOI: 10.6084/m9.figshare.28881797.v1
title: Dataset

description: Dataset
DOI: 10.6084/m9.figshare.7751189.v1
title: Evaluating the structure of commensalistic epiphyte–phorophyte networks. A comparative perspective of biotic interactions

description: Dataset To compare epiphyte–phorophyte networks with mutualistic networks we compiled a dataset of 122 interaction networks (See Table S1). We restricted data to tropical and subtropical areas to minimize potential biases in topological metrics due to heterogeneous environmental conditions. Twelve published datasets that measured quantitatively interactions between vascular epiphyte and host species in tropical and subtropical areas were included in the study. Epiphyte species vary across studies, but they are distributed mainly among the families Orchidaceae and Bromeliaceae (Table S1). The dataset also included 86 pollination, 13 seed dispersal and 11 ant-mymercophyte (plant-ant) networks from published studies considering only studies carried out in tropical and subtropical areas, available in Web of life (http://www.web-of-life.es) and additional works (Table S1). The main characteristics of the analysed networks are described in the electronic supplementary material, Table S1; detailed description of datasets and field sampling procedures can be found in the attached references. Data analysis For each of the 122 networks, data were completely reanalysed to compute the following network metrics: <i>i</i>) nestedness, <i>ii</i>) complementary specialisation and <i>iii</i>) modularity. Nestedness quantifies the degree to which species with few interactions are connected to highly connected species. Nestedness was evaluated with the NODF index. As NODF metric is dependent on network size and sampling intensity. To characterize, network specialization at the community level, we used the index of complementary specialisation <i>H</i>’2, which quantifies the degree of niche divergence of elements within an entire bipartite network, that is, whether species in a network tend to partition or share their interaction partners. Modularity was estimated using the <i>QuaBiMo</i> algorithm (<i>Q</i>), which is based on a hierarchical random graph approach, adapted for quantitative bipartite networks. As the algorithm is a stochastic process, results may vary among computations. For each network, we therefore ran the <i>QuaBiMo</i> algorithm 10 times and retained the optimal modular configuration, <i>i.e.</i> the iteration with highest <i>Q</i> value. To characterize specialization at the species level, we quantified the roles of species within networks with two species‐level metrics: complementary specialization (<i>d</i>’) and between‐module connector values (<i>c</i>‐values). <br>
DOI: 10.17632/74jmrrhg9d
title: JAADI-D-21-00115R1, Evaluation of psychological well-being and social impact of atrophic acne scarring: A multi-national, mixed-methods study

description: Supplementary data for JAADI-D-21-00115R1, Evaluation of psychological well-being and social impact of atrophic acne scarring: A multi-national, mixed-methods study
DOI: 10.17632/bnz2kcfkm2
title: Vaginal packing after laparoscopic sacrocolpopexy: postoperative pain and satisfaction – RCT

description: Objective: Vaginal packing following vaginal reconstructive surgery and vaginal hysterectomy was well explored. However, data regarding laparoscopic reconstructive surgery is lacking. No data concerning effect on early postoperative pain and patient satisfaction after laparoscopic sacrocolpopexy (LSC) exist. The primary aim of this randomized controlled trial was to compare subjective impressions of pain in women after LSC treated with and without packing. The secondary aims included comparison of patient satisfaction with the surgery on day 1 and with the overall postoperative course on day 4.
Design: Double-blind randomized controlled trial
Setting: Tertiary urogynecology care center, Faculty of Medicine in Pilsen, Charles University
Participants: Women after LSC for stage &gt; 2 pelvic organ prolapse were included. Women undergoing any other surgery, concomitant vaginal surgery including suburethral sling or where vagina was opened during the surgery (e.g. during concurrent hysterectomy) were excluded. Women with lost or incompletely filled-in McGill pain questionnaire were additionally excluded from this postoperative pain and satisfaction analysis.
Interventions: Vaginal packing after the surgery with a sterile gauze. The primary outcome was measured by the McGill Pain Questionnaire filled-in day after surgery before pack extraction. Satisfaction was measured using VAS on postoperative day 1 and 4. 
Results: In total, 274 women were included in analysis, vaginal pack was inserted in 132 (48%) women. The groups did not differ in basic preoperative nor surgical characteristics. Very low and comparable values of all scores of the McGill Pain Questionnaire were observed (VAS pain 3.2 ±1.8 vs. 3.4±1.9,p=.330). Similarly, patient satisfaction on day one (7.3±1.8 vs. 7.4±1.7,p=.633) nor overall satisfaction on day 5 (8.7±1.3 vs. 8.8±1.1,p=.719) did not differ.
Conclusion: Laparoscopic sacrocolpopexy is a safe surgery associated with low levels of pain and high patient satisfaction regardless of vaginal pack insertion. Vaginal packing does not seem to do any harm to our patients.
DOI: 10.17632/db2ddkhwg9
title: RD Image Dataset for OTHR Interference Detection

description: This dataset is used for the interference detection in high frequency over-the-horizon (OTH) radar, especially the sky-wave mode. The range-Doppler (RD) grey images are categorized into three types, i.e. the radio frequency interference (RFI), the transient interference (TSI), and no interference (NoI). These RD images are simulated based on signal models of interference, clutter and noise.
DOI: 10.17632/hjvsvcj54k
title: Data for: Water infiltration in a cracked soil considering effect of drying-wetting cycles

description: All the tables and figures
DOI: 10.6084/m9.figshare.11653419.v1
title: MOESM8 of Transcriptomic profiling sheds light on the blue-light and red-light response of oyster mushroom (Pleurotus ostreatus)

description: Additional file 8: Table S2. Fold change values and P values of all the expressed genes involved in the pentose phosphate pathway and glycolysis/gluconeogenesis
DOI: 10.6084/m9.figshare.25792035.v1
title: TriZOD Dataset 2024-05-09

description: AbstractAccurate quantification of intrinsic disorder, crucial for understanding functional protein dynamics, remains challenging. We introduce TriZOD, an innovative scoring system for protein disorder analysis, utilizing nuclear magnetic resonance (NMR) spectroscopy chemical shifts. Traditional methods provide binary, residue-specific annotations, missing the complex spectrum of protein disorder. TriZOD extends the CheZOD scoring framework with quantitative statistical descriptors, offering a nuanced analysis of intrinsically disordered regions. It calculates per-residue scores from chemical shift data of polypeptides in the Biological Magnetic Resonance Data Bank (BMRB). The CheZOD Z-score is a quantitative metric for how much a set of experimentally determined chemical shifts deviate from random coil chemical shifts. The TriZOD G-scores extend upon them to be independent of the number of available chemical shifts. They are normalized to range between 0 and 1, which is beneficial for interpretation and use in training disorder predictors. Additionally, TriZOD introduces a refined, automated selection of BMRB datasets, including filters for physicochemical properties, keywords, and chemical denaturants. We calculated G-scores for over 15,000 peptides in the BMRB, approximately 10-fold the size of previously published CheZOD datasets.Validation against DisProt annotations demonstrates substantial agreement yet highlights discrepancies, suggesting the need to reevaluate some disorder annotations. TriZOD advances protein disorder prediction by leveraging the full potential of the BMRB database, refining our understanding of disorder, and challenging existing annotations.Dataset DescriptionThis publication consists of four nested datasets of increasing filter stringency: Unfiltered, tolerant, moderate and strict. An overview of the applied filters is given on the project GitHub repository: https://github.com/MarkusHaak/trizod. The .json files contain all entries of the BMRB that are in accordance with the given filter levels. These are not redundancy reduced and also contain the test set entries and are therefore not intended for direct use as training sets in machine learning applications. Instead, for this purpose, please use only those entries with IDs found in the [filter_level]_rest_set.fasta files and extract the corresponding information such as TriZOD G-scores and/or physicochemical properties from the respective .json files. These fasta files contain the cluster representatives of the redundancy reduction procedure which was performed in an iterative fashion such that clusters with members found in all filter levels are shared among them and have the same cluster representatives. If necessary, all other cluster members can be retrieved from the given [filter_level]_rest_clu.tsv files. The file TriZOD_test_set.fasta contains the IDs and sequences of the TriZOD test set. It is intended that the corresponding data is taken from the strict dataset.
DOI: 10.6084/m9.figshare.26128798.v2
title: Recopilación de revistas Perú 2023-2024.xlsx

description: Recopilación de revistas para el trabajo de tesis <i>Evaluación del cumplimiento de los requisitos de acceso abierto del Plan S en el contexto peruano</i>
DOI: 10.17632/8dycgs3yh9
title: Data: Assessment of the Rural Credit in Brazilian Amazon: distribution and performance of the Northern Constitutional Financing Fund

description: Data of Brazilian Rural Credit for the manuscript "Assessment of the Rural Credit in Brazilian Amazon: distribution and performance of the Northern Constitutional Financing Fund"
DOI: 10.6084/m9.figshare.28430366.v1
title: GeoTIFF of Seasonal <i>Bd </i>Occurrence for Medium Infection Intensity Model

description: GeoTIFF raster files of predicted seasonal <i>Bd </i>suitability in Panama from 2005-2018 for the Medium Infection Intensity Model.Name formatting explanation:"s200501_DS": s = season, 2005 = year, 01 = sequence to allow for correct ordering when loaded, _DS = Dry Season (January - March)Other seasons: ERS (Early Rainy Season, April-July) and LRS (Late Rainy Season, August - December)
DOI: 10.17632/bjzzf8ps5c
title: Data for relaxation of management intensity promotes butterfly communities in mountain grasslands

description: Our study investigated the effects of the relaxation of the management intensity of mountain grasslands on plant and butterfly communities. In 2019, 13 study sites were selected in the SW Swiss Alps, each including three meadows that had been intensively managed for at least the last 20 years. Adopting a randomised block design, two out of three meadows per study site were restored by shifting their mode of exploitation towards low-intensity (1/3 of the fertiliser dose applied beforehand) or extensive management (cessation of fertilisation), respectively, while the third continued to be managed intensively, serving as control. After four years (2023), plant species richness had increased by 9.3% in extensively-managed meadows. The butterfly abundance was more than twice greater (112%) and species richness 81% higher in extensively-managed meadows compared to controls. A higher butterfly abundance and species richness following management relaxation was mostly driven by a decrease in vegetation density and an increase in forb cover. 
These two datasets encompass vegetation and butterfly data used in this study. Vegetation composition was surveyed every two years from the start of the experiment (2019, 2021, 2023) in two permanent plots (2 m x 4 m) separated by 8 m and randomly placed in each meadow. Butterflies were recorded five times during the main flight period (May to September 2023) along fixed line transects (60 m - 120 m) in each meadow.
DOI: 10.17632/nbprtsrt5f
title: Associations between minority stress, perceived social support and depression in people of single and dual minority status

description: The cross-sectional online study was performed in Poland among 509 sexual and gender minority (SGM) people, with an average age of 22 years (M = 22.39, SD = 4.78). Minority stress was assessed using the Daily Heterosexist Experiences Questionnaire (DHEQ), perceived social support was measured by the Multidimensional Scale of Perceived Social Support (MSPSS), and depression symptoms were evaluated using the Center for Epidemiologic Studies Depression Scale – Revised (CESD-R).
DOI: 10.6084/m9.figshare.680887.v1
title: Human glioma transcriptional regulatory network

description: The human glioma regulatory network was reverse engineered by the ARACNe algorithm (PMID 16723010) from 176 human glioma grade III and IV samples. Gene expression was profiled on Affymetrix H-GU133A arrays, processed by the cleaner algorithm (PMID 20042104), and normalized with MAS5 (affy package from Bioconductor). The regulatory network ('regul', 835 transcription factors regulating 8,263 target genes through 256,965 interactions) and the expression dataset used to assemble it ('dset', 176 samples x 9,535 probe-sets) are included as an R-system binary file.
DOI: 10.6084/m9.figshare.7543409.v1
title: Dataset: Is the Stack Distance Between Test Case and Method Correlated With Test Effectiveness?

description: Dataset for the study with the Descartes operator.<br>
DOI: 10.17632/74j83cr9rz
title: Mitigating Foreign Fossil Fuel Shocks: The Role of Renewable Energy and Industrial Electrification in the Netherlands

description: This project uses a macroeconomic (computable general equilibrium) model to study the role of the energy transition in reducing the exposure to foreign fossil fuel shocks. 

All the input data and code necessary for replication are available in https://github.com/ThreeME-org/ThreeME_V3-open/tree/NLD-GAS-PRICE-ECOMOD2025. This GitHub repository includes the supply and use tables of the Netherlands used for the calibration of the macroeconomic model, as well as the information pertaining to the different scenarios analyzed (see further details in 'Manual for running ThreeME.pdf') .

In addition to this, 'ThreeMEOutput_CMODE.xlsx' contains the all the output of the macroeconomic model and replicates the figures obtained from this output as reported in Boonman, H. and Rodriguez, M. (2025) “Mitigating Foreign Fossil Fuel Shocks: The Role of Renewable Energy and Industrial Electrification in the Netherlands”. Both the manual and output files are also available via https://github.com/ThreeME-org/ThreeME_V3-open/NLD-GAS-PRICE-ECOMOD2025
DOI: 10.17632/nj7rzgd8sy
title: Data for: Transient social-ecological dynamics reveal signals of decoupling in a highly disturbed Anthropocene landscape

description: This dataset shows original data investigated in our study of social-ecological system dynamics in Lake Taihu watershed, China.
Further information can be found at: Lin, Q., Zhang, K., Giguet-Cove, C., Arnaud, F., McGowan, S., Gielly, L., Capo, E., Huang, S., Ficetola, G.F., Shen, J., Dearing, J.A., Meadows, M.E., 2024. Transient social-ecological dynamics reveal signals of decoupling in a highly disturbed Anthropocene landscape. Proceedings of the National Academy of Sciences of the United States of America, https://doi.org/10.1073/pnas.2321303121.
DOI: 10.6084/m9.figshare.26096800.v1
title: PlantVillage Dataset

description: PlantVillage dataset is a public dataset that contains a set of labeled leaf images. It includes 3171 diseased and healthy apple plant leaf images collected under controlled conditions. The images of apple leaves are categorized into four groups: "Healthy", "Scab", "Black Rot", and "Cedar Rust". All the original images in the dataset are 256x256 pixels with RGB color space.
DOI: 10.6084/m9.figshare.5305420.v1
title: Image library: Retrophyllum spiralifolium Wilf, Retrophyllum superstes Wilf, and Retrophyllum araucoensis (Berry) Wilf

description: Full-resolution image library of the three fossil <i>Retrophyllum</i> (Podocarpaceae) species from Argentina and Chile- <i>R. spiralifolium</i> Wilf, <i>R. superstes</i> Wilf, and <i>R. araucoensis</i> (Berry) Wilf - that were published here:Wilf P, MP Donovan, NR Cúneo, MA Gandolfo. 2017. The fossil flip-leaves (<i>Retrophyllum</i>, Podocarpaceae) of southern South America. <i>American Journal of Botany</i>, 104(9), p. 1344-1369, doi: 10.3732/ajb.1700158.Image-file format is:species_specimen number_(photo time stamp).tifAnd for <i>R. spiralifolium:</i>species_specimen number(collection year if after 2002)_ (photo time stamp).tif<br>where the <i>R. spiralifolium</i> specimen number is usually given as locality-field number. Please consult the provided Excel lookup table for the specimen data and formal repository numbers of <i>R. spiralifolium</i> (MPEF-Pb-).Please cite all material by repository number (not field number), prefixes MPEF-Pb, BAR, or USNM.For <i>R. superstes</i>, use the provided scale files (in the zip file) as overlays for microscope photos that lack embedded scales. See the filenames for the magnifications and corresponding microscopes used.<br>Photo time stamp format is usually (YYYYMMDD HHMMSS).Please refer to the primary paper for all details and cite both the primary paper and this Figshare archive if you use these images.As described in the primary paper, fossils of <i>R. spiralifolium</i> from Río Pichileufú are curated at Museo de Paleontología de Bariloche, San Carlos de Bariloche, Río Negro, Argentina (BAR). All other material of <i>R. spiralifolium</i>,<i> </i>and the single specimen of <i>R. superstes</i>, are curated at Museo Paleontológico Egidio Feruglio, Trelew, Chubut, Argentina (MPEF-Pb). The type material of <i>R. araucoensis</i> shown here is housed in the Paleobotanical Division of the National Museum of Natural History, Smithsonian Institution (USNM).Several 'super-resolution' composite images are included. Special thanks to Michael Donovan and Eduardo Ruigomez for assistance with the photography. Contact for any questions: Peter Wilf, pwilf@psu.edu
DOI: 10.17632/6bt6r8cn2r
title: Political and Affective Polarisation in a Democracy in Crisis: The E-Dem Panel Survey Dataset (Spain, 2018-2019)

description: The E-DEM dataset is a micro-level online panel survey of the Spanish voting age population comprised of four waves carried out over a six-month period between late October 2018 and May 2019 (the detailed timing of each wave will be presented in Table 1). The survey waves coincide with key moments in Spanish political life (including local, regional, national, and European elections, as well as the conviction of Catalan secessionist leaders). It also covers the six-month period of the surge of Spain’s new radical right party, Vox, spanning from shortly before its first major electoral success in Spain’s most populate region, Andalusia, to its consolidation in the May 2019 European elections. In addition, the project comprises a series of survey experiments, embedded in the different waves, regarding measures on confidence in institutions, exposure to media and social networks, as well as on political behavior and polarization attitudes based on passive data, captured with software that the interviewees installed on their mobile devices. Three datasets are provided: the four-waves dataset, the experimental dataset, and the integrated dataset, which includes the former two. Each dataset is provided in three formats: tab-separated delimited text, tab-separated rawtext, and Stata 15.0 (.dta).
DOI: 10.17632/g93vy79bz5
title: Industry-University-Research Collaboration and Corporate ESG Performance

description: This study focuses on A-share companies listed on the Shanghai and Shenzhen Stock Exchanges from 2009 to 2022, a period chosen because China began disclosing ESG ratings and related data in 2009. Data on IUR collaborations were sourced from the National Patent Office, while ESG performance data were obtained from the Bloomberg database. Additional financial data for listed companies were collected from the CSMAR and Wind databases.
To ensure data quality, the following firms were excluded from the initial sample: (1) firms with missing data, (2) special treatment companies , and (3) firms in the financial and insurance industries. After applying these filters, the final sample consisted of 10,035 firm-year observations. To mitigate the influence of outliers, continuous variables were winsorized at the 1% upper and lower levels.
DOI: 10.6084/m9.figshare.27987917.v1
title: Appendix 4 Fate of Widows

description: A list of Muslim widows whose husbands were killed in the wars of 624-627, together with their economic security in terms of remarriage, family, careers, etc.
DOI: 10.17632/kf29wjdmk3
title: Dataset with Python Codes for Three-Dimensional Standard Electrocardiogram: A First Approach Based on Precordial Leads

description: This dataset includes the Python codes required to ensure reproducibility of the three-dimensional electrocardiogram generation methodology and its preliminary validation in the context of acute ischemia.
DOI: 10.6084/m9.figshare.23607585.v1
title: patient04.rar

description: A Patient with fundus images that taken by Ret-cam.