cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ty4rnvxv7c
title: Generating relativistic pseudo-potentials with explicit incorporation of semi-core states using APE, the Atomic Pseudo-potentials Engine

description: Abstract We present a computer package designed to generate and test norm-conserving pseudo-potentials within Density Functional Theory. The generated pseudo-potentials can be either non-relativistic, scalar relativistic or fully relativistic and can explicitly include semi-core states. A wide range of exchange-correlation functionals is included. Title of program: Atomic Pseudo-potentials Engine (APE) Catalogue Id: AEAC_v1_0 Nature of problem Determination of atomic eigenvalues and wave-functions using relativistic and nonrelativistic Density-Functional Theory. Construction of pseudo-potentials for use in ab-initio simulations. Versions of this program held in the CPC repository in Mendeley Data AEAC_v1_0; Atomic Pseudo-potentials Engine (APE); 10.1016/j.cpc.2007.11.003 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/s25947r7md
title: Data-set for Cases of Sexually Transmitted Diseases: Jos University Teaching Hospital, Plateau State,Nigeria

description: This procedure is designed to summarize several columns of quantitative data. It will calculate various statistics, including 
correlations, covariances, and partial correlations. Also included in the procedure are a number of multivariate graphs, which 
give interesting views into the data. Use the Tabular Options and Graphical Options buttons on the analysis toolbar to access 
these different procedures.

After this procedure, you may wish to select another procedure to build a statistical model for your data. Depending on your 
goal, one of several procedures may be appropriate. Following is a list of goals with an indication of which procedure would be 
appropriate:
GOAL: build a model for predicting one variable given values of one of more other variables.
PROCEDURE: Relate - Multiple Factors - Multiple Regression
GOAL: group rows of data with similar characteristics.
PROCEDURE: Describe - Multivariate Methods - Cluster Analysis
GOAL: develop a method for predicting which of several groups new rows belong to.
PROCEDURE: Relate - Classification Methods - Discriminant Analysis
GOAL: reduce the number of columns to a small set of meaningful measures.
PROCEDURE: Describe - Multivariate Methods - Factor Analysis
GOAL: determine which combinations of the columns determine most of the variability in your data.
PROCEDURE: Describe - Multivariate Methods - Principal Components
GOAL: find combinations of the columns which are strongly related to each other.
PROCEDURE: Describe - Multivariate Methods - Canonical Correlations
DOI: 10.17632/wns7ncxj54
title: ANTERIOR PLACENTA PREVIA: RISK FACTORS AND PREGNANCY OUTCOMES IN A SINGLE CENTER RETROSPECTIVE STUDY.

description: There is known maternal and fetal risk associated with placenta previa. The knowledge of placental location might enable better surgical planning and management of such cases . The submitted data is the excel sheet of all the patients enrolled with information on maternal demographics, surgical complications and materno-fetal outcome.
DOI: 10.17632/s3z58hpt59
title: Data for: Urban Waterlogging Risk Assessment in Well-developed Region of Eastern China
DOI: 10.17632/nk3zbvd5h8
title: GalliformeSpectra: A Hen Breed Dataset

description: This dataset includes a variety of low-resolution images showcasing ten globally recognized hen breeds. These breeds were carefully chosen from different parts of the world to ensure a diverse and comprehensive representation. The dataset serves as a visual resource, offering a detailed depiction of the unique characteristics of these hen breeds, which aids in their accurate classification. It consists of ten distinct categories: Bielefeld, Blackorpington, Brahma, Buckeye, Fayoumi, Leghorn, Newhampshire, Plymouthrock, Sussex, and Turken, comprising a total of 1010 original JPG images that were later resized and converted to PNG format. After applying augmentation techniques, the total number of images increased to 5050. The dataset is organized into three variations: one with original images, another with resized images, and a third with augmented images. Each variation is further divided into ten separate folders, each dedicated to a specific hen breed. The images vary in size and have been subjected to data augmentation, which is essential for training machine vision deep learning models. Augmentation includes transformations like left and right flips, random adjustments in brightness (0.7-1.1), and random zoom (90% area). Consequently, an additional 505 augmented images were created from the original images in each category, resulting in a dataset comprising a total of 5050 augmented images (505 per category).
DOI: 10.17632/87gsgpj8zy
title: Mechanical Test Lung

description: Supplemental document of a mechanical test lung.
DOI: 10.17632/hg4wzypgcm
title: Gender Gap in Adolescent Mental Health

description: Data to replicate the findings reported in "Gender Gap in Adolescent Mental Health and Experimental Evaluation of Life Skills Curriculum".
DOI: 10.17632/nh8797sjr6
title: Spatial transcriptomics of human placentas reveal distinct RNA patterns associated with morphology and preeclampsia

description: The deposited data is presented in the manuscript by Bhalla N et al., with the title "Spatial transcriptomics of human placentas reveal distinct RNA patterns associated with morphology and preeclampsia".

This dataset contains the count files in TSV format (count file with raw counts (UMI filtered) for each gene and capture spot) for all the samples in the folder "ST_count_matrices". The spot detector output files (file with spatial pixel coordinate information produced using the Spot Detector webtool) can be found in the folder "Spot_detector_output". The high resolution H&E images of the sections can be found in "HE_images(High_res)" and the resized H&E images used in data analysis can be found in "HE_images (size30)_forST". 

Additionally, a STUtility object, created using the R package STUtility (a wrapper of Seurat), of all the samples with the abovementioned information is also loaded to the dataset.
DOI: 10.6084/m9.figshare.28696837.v1
title: Network-based Neighborhood Regression

description: Given the ubiquity of modularity in biological systems, module-level regulation analysis is vital for understanding biological systems across various levels and their dynamics. Current statistical analysis on biological modules predominantly focuses on either detecting the functional modules in biological networks or sub-group regression on the biological features without using the network data. This paper proposes a novel network-based neighborhood regression framework whose regression functions depend on both the <i>global</i> community-level information and <i>local</i> connectivity structures among entities. An efficient community-wise least square optimization approach is developed to uncover the strength of regulation among the network modules while enabling asymptotic inference. With random graph theory, we derive non-asymptotic estimation error bounds for the proposed estimator, achieving exact minimax optimality. Unlike the root-<i>n</i> consistency typical in canonical linear regression, our model exhibits linear consistency in the number of nodes <i>n</i>, highlighting the advantage of incorporating neighborhood information. The effectiveness of the proposed framework is further supported by extensive numerical experiments. Application to whole-exome sequencing and RNA-sequencing Autism datasets demonstrates the usage of the proposed method in identifying the association between the gene modules of genetic variations and the gene modules of genomic differential expressions.
DOI: 10.6084/m9.figshare.28778600.v1
title: <b>Structural basis for UDG identifying DNA damage in the nucleosome</b>

description: Some data relative to the paper <b>Structural basis for UDG identifying DNA damage in the nucleosome</b><br>
DOI: 10.6084/m9.figshare.4275854.v4
title: Muscle model parameters

description: Summary of muscle mechanical parameters in the human lower limb from the anatomy, muscle/exercise physiology, and biomechanics literature for use in Hill-based muscle model.
DOI: 10.17632/5hb4dxb332
title: Data for "Selection of Shallow Crustal Earthquake Ground Motion Models for the West Nusa Tenggara Region, Indonesia"

description: location and magnitude of considered earthquake in "Selection of Shallow Crustal Earthquake Ground Motion Models for the West Nusa Tenggara Region, Indonesia"
DOI: 10.6084/m9.figshare.29133182.v1
title: <b>Supplementary material S</b><b>3</b>

description: <b>Molecular Insight into RACGAP1-Mediated Cell Cycle Arrest</b>The expression levels of CDK4, CDK6, cyclin D1, p21, and p27were examined to clarify whether RACGAP1 influences the cell cycle through CDK-cyclin activation or checkpoint regulation. Using Western blot, we systematically analyzed the expression changes of these key molecules following RACGAP1 knockdown.
DOI: 10.6084/m9.figshare.16907005.v1
title: Global distributions of 205 wide-range families with associated environmental variables

description: This is the global distribution data for 205 wide-range families involved in a macroecological study to investigate the scale dependence of environmental effects on plant distributions.
DOI: 10.17632/gymw8ptztp
title: Effectiveness of chitosan versus collagen membrane for wound healing in maxillofacial soft tissue defects – A comparative clinical study

description: Collection of raw and processed data in all parameters including scar assessment, rate of wound healing, region affected, wound type, pain assessment following use of the 2 materials in human patients suffering from maxillofacial soft tissue injuries
DOI: 10.17632/s6yhjtm7bc
title: Myth Criticism

description: This dataset includes most of José Manuel Losada's articles on Myth Criticism. The most important of all is 'Mitocrítica cultural. Una definición del mito' (Ediciones Akal, 2022, 828 p.).
DOI: 10.17632/w2gbm83xj7
title: A novel frameshift mutation in the TBX1 gene

description: A novel heterozygous frameshift mutation, c.3_27dup (p.Met10Alafs*167), in exon 2 of the TBX1 gene
DOI: 10.6084/m9.figshare.20026147.v1
title: Application of Self-retaining Bidirectional Barbed Absorbable Suture in Retroperito- neoscopic Partial Nephrectomy

description: ObjectiveTo investigate the safety and feasibility of self-retaining bidirectional barbed absorbable suture application in retroperitoneoscopic partial nephrectomy.Materials and MethodsFrom Sep 2011 and Aug 2012, 76 cases of retroperitoneoscopic partial nephrectomy were performed at our hospital. The patients were divided into two groups: self-retaining barbed suture (SRBS) group (n = 36) and non-SRBS group (n = 40). There was no significant difference in age, sex, tumor size and location between the two groups. Clinical data and outcomes were analyzed retrospectively.ResultsAll 76 cases of retroperitoneoscopic partial nephrectomy were successfully performed, without conversion to open surgery or serious intraoperative complications. In the SRBS group, the suture time, warm ischemia time and operation blood loss were significantly shorter than that of non-SRBS group (p &lt; 0.01), and operation time and hospital stay were shorter than that of non-SRBS group (p &lt; 0.05).ConclusionsThe application of self-retaining bidirectional barbed absorbable suture in retroperitoneoscopic partial nephrectomy could shorten suture time and warm ischemia time, with good safety and feasibility, worthy of being used in clinic.
DOI: 10.17632/g2cfkwnhdb
title: Regional Trade Policy Uncertainty

description: This folder contains the codes and data needed to replicate the results of the article "Regional Trade Policy Uncertainty". It includes the building on the TPU shock, the estimation of the regressions, the theoretical model, and the replications of the results from the model. All details are provided on the Readme file. All codes are running on Matlab2023b, Stata17 and Dynare 4.6.2.
DOI: 10.17632/hkkbnxf4yp
title: Synthetic 2D Spatial Dataset

description: N=482, k=8, D=2 3rd attribute is a class identifier (0-7), noises are labeled as -1.
DOI: 10.17632/kz7j8t7bjp
title: Product Lifecycle Management Literature Dataset

description: The Product Lifecycle Management research & publication in Indonesia dataset, which was indexed by Scopus from 1996 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.6084/m9.figshare.28872545.v1
title: Quantum Simulation of Anti-Time Contribution to Cosmic Expansion (Friedmann Model)

description: This OpenQASM 2.0 simulation models the relative contributions of matter (Ωm), dark energy (ΩDE), and anti-time (Ωanti) to the expansion of the universe based on a simplified Friedmann framework. Each density parameter is encoded as a phase rotation on a distinct qubit. Quantum Fourier Transform (QFT) techniques are applied to reveal cumulative phase interference patterns, which represent the influence of each component on cosmic expansion. The addition of an anti-time parameter introduces a novel theoretical element, offering a quantum approach to simulate subtle temporal anomalies that could affect the balance between matter and dark energy. This model is ideal for probing quantum cosmology concepts involving alternative time dimensions.
DOI: 10.17632/gyygtntm48
title: Figures 2-5 for the paper "Analytical solution of l-i SEIR model – Comparison of l-i SEIR model with conventional SEIR model in simulation of epidemic curves"

description: The author has calculated and plotted all epidemic curves in Excel for the paper "Analytical solution of l-i SEIR model – Comparison of l-i SEIR model with conventional SEIR model in simulation of epidemic curves". All these calculated curves are shown in Figures 2-5, which are separately placed in 4 sheets in the Excel file.
DOI: 10.17632/nvv65gkwc7
title: Transcription elongation factor ELOF1 is required for efficient somatic hypermutation and class switch recombination-Wu et al

description: Gels and microscopy images for Transcription elongation factor ELOF1 is required for efficient somatic hypermutation and class switch recombination submission to Molecular Cell
DOI: 10.6084/m9.figshare.5047675.v4
title: A methodological guide to using and reporting on interviews in conservation science research (supplementary material)

description: Protocol used as part of the structured review, and results of review, used to assess whether interviews were being used carefully, and reported on clearly, in conservation research papers
DOI: 10.17632/6f7psdwwtp
title: Etnografía

description: Información sobre el método etnográfico
DOI: 10.17632/x32kgssf89
title: Dataset for paper: MACHINERY-ASSOCIATED LEAN MANUFACTURING TOOLS AND THEIR EFFECT ON SUSTAINABILITY: THE CASE OF MEXICAN MAQUILADORAS 

description: This data set is in SAV extension to be open with SPSS software.
Contain 239 responses to a questionnaire from Mexican maquiladora.
DOI: 10.17632/gt4jd6sxs6
title: Model data and procedure for a numerical investigation of the effects of model parameterization on the delineation of source protection zones under uncertainty

description: This dataset contains the model procedure used in the case study of "A numerical investigation of the effects of model parameterization on the delineation of source protection zones under uncertainty". 

Source protection zone delineation has evolved over the past decades from fixed radius or analytical and numerical methods which do not consider uncertainty, to more complex stochastic numerical approaches where uncertainties are often considered within a Monte Carlo framework. Representation of aquifer heterogeneity in such approaches is based on geostatistical representation of hydraulic properties. In this paper we explored options for delineating a source protection zone, while considering the inherent uncertainty involved in characterizing hydraulic conductivity. We considered a representative pumping well in an unconfined alluvial aquifer under steady-state flow conditions, with the hydraulic conductivity distribution inferred from borehole lithology data in the West Melton area near Christchurch, New Zealand. Borehole data was obtained from the ECan Wells database, freely available online. Lithologies are categorized according to their inferred hydraulic flow and transport properties, using two to four hydrofacies groupings. Probabilistic source protection zones are determined for alternative lithology categorization scheme and hydrofacies conductivity parameterization methods. 

The dataset contains the required files to reproduce the results using hydrofacies hydraulic conductivity calibration method 1 (from Table 1 in the paper) and for either lithology schemes 3a and 3b (shown in Figures 2 and 4). The dataset includes model files for modflow and modpath, and post-processing methods to generate probabilistic source protection zones. Further information can be found in the README.txt file in the dataset.
DOI: 10.17632/j47tv2ffjp
title: Rakija Consumption by Age and Gender Dataset

description: The main goal of this study was to examine the perspectives of rakija consumers to ascertain whether older individuals and men have a preference for this traditional drink compared to other options. Additionally, the secondary goal was to assess the actual alcohol consumption patterns within the observed groups. To explore the variations in attitudes and consumption behaviors toward rakija, a research scale methodology was utilized, and two hypotheses were formulated. The study was carried out in Serbia between December 2023 and March 2024. A random sampling method was used. The research was carried out anonymously to preserve participants' confidentiality, and the rakija consumers voluntarily participated. A survey titled Consumer attitudes about rakija was completed by 620 individuals (n=620). The findings indicate that rakija is not predominantly consumed by elderly people but rather is a beverage that is more commonly consumed by men. To the best of the author’s knowledge, this is the first study on drinking patterns among rakija users based on a survey of rakija consumers. This study has successfully addressed the gap in the academic literature regarding rakija consumption by age and gender, making it the most significant contribution of this research.
DOI: 10.17632/632dx4vb96
title: Correction Factor Calculation + Patient Raw Data_Reijmer et al

description: These supplementary data files were created in 2021 as part of a research paper describing the results of a research study for which data was collected in 2020. It is made up of two documents: one PDF containing the calculation of the phantomless calibration factor, and one excel file in which the raw data is presented on multiple worksheets.
DOI: 10.17632/vwthzfvys9
title: Data of each figures: Resident Autonomous Underwater Vehicle: Underwater System for Prolonged and Continuous Monitoring Based at a Seafloor Station

description: These are each figure's data. The file name shows information of data.
DOI: 10.17632/y83wdpwfbh
title: DLP & AFA

description: Source Date of the analysis performed during Fission Yeast meiosis, wt settings example
DOI: 10.17632/cyfzc9hnxw
title: Gram-Negative ESKAPE Bacteria Surveillance in COVID-19 Pandemic Exposes High-Risk Sequence Types of Acinetobacter baumannii MDR in a Tertiary Care Hospital

description: Gram-Negative ESKAPE Bacteria Surveillance in COVID-19 Pandemic Exposes High-Risk Sequence Types of Acinetobacter baumannii MDR in a Tertiary Care Hospital
DOI: 10.17632/p2rbf8dm26
title: Replication package for Unlocking the potential of inventory management: Integrating digital transformation with firm practices

description: Replication package for Unlocking the potential of inventory management: Integrating digital transformation with firm practices
DOI: 10.17632/zny673h958
title: Supplementary appendix, Table 2, multivariate analysis

description: Multivariate analysis of the study "Favorable prognosis of subcutaneous sarcoidosis: French cohort of 80 patients compared with dermal sarcoidosis"
DOI: 10.17632/xfy675ysxp
title: Copper-Only Superoxide Dismutase 6 (SOD6) regulates DNA-damage induced virulence in Candida albicans

description: Superoxide dismutase (SOD) serves as the first line of defense against reactive oxygen species (ROS), protecting organisms from oxidative stress. Recently, a fungal-specific copper-only SOD family was identified in Candida albicans (C. albicans), yet the function of SOD6, a member of this new family, remains unreported. To investigate the function of SOD6 in C. albicans, we constructed the sod6 Δ/Δ mutant strain using transient CRISPR/Cas9 technology. We then found that the sod6 Δ/Δ mutant strain significantly accumulated excessive intracellular and extracellular ROS and showed heightened sensitivity to exogenous oxidants, including H2O2. sod6 Δ/Δ mutant strain displayed increased sensitivity to zeocin, which indicated the strain of sod6 Δ/Δsignificant DNA damage. Additionally, the sod6 Δ/Δ mutant strain exhibited significant decrease in virulence in both Galleria mellonella and murine models of C. albicans infection. Collectively these findings suggest that SOD6 facilitates the DNA damage related virulence of C. albicans, positioning it.
DOI: 10.6084/m9.figshare.25894759.v1
title: Анкета вивчення чинників виникнення та заходів профілактики НІЗ

description: Анкета, за якою було поведене дослідження чинників НІЗ у 2020-21 рр. в Україні
DOI: 10.17632/8v4579gnvc
title: Trade Elasticity - Data in Brief

description: This folder contains trade elasticity dataset described in Data in Brief article. We also provide the STATA and SAS code used to estimate trade elasticities.
In the "Read Me Source Data.txt" file the interest reader can also find a link to download data for replication.