cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/887xk9g5tc
title: Nomogram to Predict the Risk of Protein Energy Wasting in Patients undergoing hemodialysis

description: SPSS software (IBM, Chicago, IL) and R software (version 3.6.1; http://www.Rproject.org) were used for statistical analyses. Missing data were handled by single imputation. Means ± SDs or median with interquartile range were used for normally and non-normally descriptive statistics of continuous variables, respectively. Chi-square test for comparison of constituent ratios and independent-Sample Test was used to compare between PEW risk and without PEW risk among the primary group and validation group. Skewed data among the groups were analyzed using Kruskal - Wallis test. Multivariable logistic regression analysis of risk factors began with the following clinical candidate predictors: age, gender, waist circumference, hipline, Kt/V, fat mass, BMI, albumin, prealbumin, Scr, total cholesterol, upper arm muscle circumference, FGF23 and Klotho. Backward step-wise selection was applied by using the likelihood ratio test with Akaike’s information criterion as the stopping rule. To provide the clinician with a quantitative tool to predict individual probability of PEW, we built the nomogram on the basis of multivariable logistic analysis in the primary group and validation populations to determine the nomogram predicted probability of PEW. Calibration curves were plotted to assess the calibration of the nomogram, accompanied with the Hosmer-Lemeshow test. To quantify the discrimination performance of the nomogram, Harrell s C-index was measured. The PEW nomogram was subjected to bootstrapping validation (1,000 bootstrap re-samples) to calculate a relatively corrected C-index. Throughout the study, P&lt;0.05 was taken as the minimum level of statistical significance.
DOI: 10.17632/h489xpc53b
title: Leveraging Azure Automated Machine Learning and CatBoost Gradient Boosting Algorithm for Service Quality Prediction in Hospitality: Dataset from the Indian Hotel Industry

description: The present study endeavours to ascertain whether all the dimensions of SERVQUAL carry equal weight in terms of their impact on overall service quality. Questions were framed to measure each of the dimensions of SERVQUAL with different predictor variables: gender, age, marital status, highest level of education, and frequency of staying at the hotel. Machine learning models are used to find the importance of each feature against a dimension. Comparative modeling of feature importance was done using the CatBoost gradient boosting technique and Microsoft Azure Automated Machine Learning studio. The result confirmed an excellent similarity between CatBoost's drawn feature importance and those obtained from Azure auto ML studio. The results of the investigation enable decision-makers to determine which dimension is dependent on specific predictors, allowing them to focus on targeted improvements.
DOI: 10.17632/696sjsnsx3
title: Data for: Nigeria’s Working Poor Households - Characterizing Factors and Proposals for Welfare Programs

description: The paper focuses on the increasing incidence of working poor families in Nigeria. Data from the ILO and NBS suggest that, not only is the number of working poor families in Nigeria increasing, it is increasing despite governments efforts at increasing the number of jobs created through the National Economic Recovery Growth Plan (ERGP). This point to the assertion that, removing working poor families out of poverty will not solely depend on their being employed. The paper uses data from Nigeria’s General Household Survey (2018/2019 to characterize inducing factors of working poor families in Nigeria. The estimated results suggest that female – headed households, polygamous and divorced households, individuals who have never been married, size of employment establishment, and household expenditures, are inducing factors of the increase in working poor families in Nigeria. We recommend the supplementing of working poor families incomes through Living wage Laws and the establishment of a Contributory Savings Accounts. Extending health coverage through the establishment of State Health Insurance Schemes and the provision of affordable and quality housing through a state guaranteed Mortgage Schemes.
DOI: 10.17632/nhgv9fg3z6
title: Data for: An experimentally-validated numerical model of diffusion and speciation of water in silicate melt with applications to rhyolitic volcanism

description: This dataset includes the original diffusion-couple FTIR analyses by Nowak and Behrens., (1997), and our re-analysis of select samples at Bristol University. Included are the position along the diffusion axis, concentration, and the associated % error for the re-analysed samples.
DOI: 10.17632/7xsn6cfzhn
title: Molecular cytogenetic

description: This study aimed to analyze the incidence of azoospermia factor a (AZFa) microdeletions in the Y chromosome and their association with male infertility in a population with azoospermia and severe oligozoospermia from Iraq. In this study, the partial AZFa microdeletions were more numerous than complete AZFa deletions. According to our results, the AZFa microdeletions might be associated with male infertility and spermatogenic failure. It is recommended to investigate the AZFa sub-region microdeletions in patients that have shown AZFa microdeletions in primary screening.
DOI: 10.15468/dl.aqhquf
title: Occurrence Download

description: A dataset containing 433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "Country is one of (India, Nepal, Sri Lanka)",
 "OccurrenceStatus is Present",
 "TaxonKey is Python molurus (Linnaeus, 1758)"
 ]
}

 The dataset includes 433 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001475-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2n9btyxmy3
title: Dataset of Pediatric Quality of Life (PedsQL) Scores for children with paediatric chronic functional constipation. 

description: Demographic (age, sex, type of birth, type of lactation) and Pediatric Quality of Life Inventory (PedsQL) questionnaire data collected for a pilot randomized controlled trial in different stages of the treatment, with a difference of years between the first and the last test data collected.
DOI: 10.17632/zmttt526ky
title: RELATIONSHIP BETWEEN COGNITIVE DISTORTIONS AND DECISION-MAKING SKILLS AMONG AL-QUDS UNIVERSITY STUDENTS

description: Cognitive Distortions, Decision-making Skills, Al-Quds University Students, Palestine
DOI: 10.17632/fnzyw82kpf
title: Indoor Tanning and MPM Supplemental Materials

description: Indoor tanning is associated with an increased risk for multiple primary melanomas: A case-control study
DOI: 10.17632/726kcswc5y
title: Analysis of Resource Availability, Cost and GHG Emission of Energy Options in Brunei Darussalam towards 2035

description: These datasets include raw data and estimations for lifecycle assessment of GHG emission, Levelized cost of energy, optimization and selection using TOPSIS method.
DOI: 10.17632/ycydvbshtm
title: The Debbie Project Survey Data

description: Our research hypothesis was that exposure to a volunteer learning opportunity working with children with disabilities would improve implicit and explicit biases among medical students towards persons with disabilities. The data includes demographic information about participants, scores on the Multidimensional Attitudes Scale Towards Persons with Disabilities (MAS), and scores on the Implicit Association Test (IAT) for persons with disabilities. Volunteers were asked to complete this survey one week prior to beginning their volunteering (t1), after 4 months at the end of the intervention (t2), and again 4 months later (t3). The comparison group was comprised of medical students who were not volunteering, and they filled out the survey at t1 and t2. All data was collected and stored by Project Implicit. This was gathered by having all participants fill out an online survey form. To use and interpret the data the files can be transferred to SPSS or similar software to run analyses examining demographics of participants, differences in baseline differences between groups, changes in the MAS and IAT scores at different time points, and differences as to how different groups answered specific MAS questions. The most notable finding was that there was a statistically significant improvement in MAS scores from t1 to t2 among volunteer participants.
DOI: 10.17632/s87x95sfmt
title: Biodegradation of polyethylene - Status, challenges and prospects - mass loss data

description: This is a summary of the literature reports that contain mass loss data for microorganism biodegradation assays of polyethylene.
DOI: 10.17632/bk23zc75jt
title: Human-machine tool shop management system

description: The article describes a human-machine tool shop management system based on the developed models and algorithms of production division management tasks. The calculation of the economic efficiency of the developed management system is carried out. The developed online management system increases the economic efficiency of managing a modern production unit. This management system, as shown by its operation, has the ability to form management decisions, making extensive use of the ability of operational shop staff to navigate in informal situations due to their experience, intuition, and forecasting the development of the production situation. With this approach to the management process, it is possible to involve hidden reserves and other resources in the production sphere on the basis of the development of creative initiative of the heads of production units and site management personnel. In addition, having the ability to quickly respond to changes in the production environment, the dialog control system allows you to more effectively than with batch information processing systems to stabilize the course of the production process when it is affected by various random factors. The ability to synchronize in real time the interaction of all workplaces (WP) of production sites is implemented, thereby significantly reducing the duration of production cycles for manufacturing products, work in progress, improving the rhythm of production, increasing labor productivity.
DOI: 10.17632/c7r6vcs46h
title: Data for: Increasing hypoxia in the Changjiang Estuary during the last three decades deciphered from sedimentary redox-sensitive elements

description: Table S1 Minimum DO concentrations and hypoxic areas (≤2 mg l-1) off the Changjiang Estuary Table S2 Grain size data for sediment cores. Table S3 Geochemical data for sediment cores. Table S4 Accuracy of measured elements in certified reference materials Table S5 Correlation coefficients between RSEs/Al and major control factors
DOI: 10.17632/7vk3hbmfz8
title: Raw data - Scoping review - the IHTAM framework

description: The Excel file includes the extracted data from the scoping reviews for the development of the IHTAM framework.
DOI: 10.15468/dl.nnat7q
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "TaxonKey is Catananche lutea subsp. carpholepis (Sch.Bip.) Nyman"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001476-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/h3zp6mfxdx
title: Novel high-throughput glycoprofiling toolkit reveals chronic stress-associated subclass-specific changes in rat immunoglobulin G N-glycosylation

description: Acute stress silences energetically expensive immune response due to the temporary allocation of energy resources to the brain, muscles, and cardiovascular system. In contrast, chronic stress results in low-grade inflammation and enhances immunosenescence. The immunoglobulin G (IgG) glycosylation traits correspond well with changes in the immune system and its changes are biomarkers of biological age and disease progression. Here we demonstrate a high-throughput glycoproteomic workflow based on innovative monolithic protein L 96-well plate for IgG enrichment, HILIC glycopeptide enrichment and fast nano-LC-ESI-QqTOF analysis supported by hypotalamic-pituitary-adrenal axis activation monitoring to explore changes in Sprague-Dawley rat IgG N-glycosylation related to chronic stress. In IgG glycome which shares similarities with human and mouse total of 21 glycan structures were confirmed by MS/MS structural characterization, while only the most abundant glycoforms of IgG2a, IgG2b and IgG2c were quantified in subclass-specific manner. Significant changes in IgG galactosylation were observed only in female stressed rats. An increase in pro-inflammatory agalactosylated glycoforms on IgG2a and IgG2c accompanied by decrease in monogalactosylation was prominent glycosylation feature in young animals group. Among old females already adapted to stressors or not perceiving them anymore, increased galactosylation dominated IgG2b subclass glycosylation resembling the anti-inflammatory state. Our findings emphasize age-, sex- and subclass-dependent differences in rat IgG glycosylation related to chronic stress exposure and confirm the usefulneess of newly developed methods for further research in glycobiology of rodent immune response.
DOI: 10.17632/kbwj4fzv2g
title: Data for: The effects of US monetary policy uncertainties on oil and gas return volatilities in futures and spot markets

description: data that are used in the paper entitled "The effects of US monetary policy uncertainties on oil and gas return volatilities in futures and spot markets". Three excel files and eviews file format
DOI: 10.17632/sv8mr57g4p
title: Employing online quantum random number generators for generating truly random quantum states in Mathematica

description: Abstract The presented package for the Mathematica computing system allows the harnessing of quantum random number generators (QRNG) for investigating the statistical properties of quantum states. The described package implements a number of functions for generating random states. The new version of the package adds the ability to use the on-line quantum random number generator service and implements new functions for retrieving lists of random numbers. Thanks to the introduced improvements, the new v... Title of program: TRQS Catalogue Id: AEKA_v2_0 Nature of problem Generation of random density matrices and utilization of high-quality random numbers for the purpose of computer simulation. Versions of this program held in the CPC repository in Mendeley Data AEKA_v1_0; TRQS; 10.1016/j.cpc.2011.08.002 AEKA_v2_0; TRQS; 10.1016/j.cpc.2012.08.012 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/zb555jbcyp
title: ROW DATA ON CENTRALITY IN MUNICIPALITY OF PECINCI, SERBIA

description: The presented data is a part of a novel, developing approach of data integration for sustainable planning of central activities at the spatial planning level, based on a case study of the Plan of Central Activities for the Municipality of Pecinci in Serbia, published in “Data set on centrality in Municipality of Pecinci, SERBIA”, Mrdjenovic, Tatjana (2024), Mendeley Data, V1, doi: 10.17632/p69pbypd78.1. The current theories and practice of planning central activities in Serbia use mostly functional factors of network flow and graphs; however, this method seeks to improve present practice in data usage towards the sustainable development of central activities and integrative central places using morphological aspects of centrality, i.e., their pattern of local nodality using qualitative and quantitative measures for their development. 

The Alphanumeric data in Table 1 present row data for generating centrality in Municipality of Pecinci. The data was acquired manually by using the number lot as a key for the data on the surface, kind of usage, and type of ownership for each settlement from the official source E-Cadastre https://katastar.rgz.gov.rs/eKatastarPublic/publicaccess.aspx. Both lot number and lot surface were provided at the official base map in CAD format. Alfa numeric data was merged with spatial data later usig GIS. All figures and images connected to this data was made using open-source GIS software. The data can be used as a model for measuring centrality in the process of spatial and urban planning.
DOI: 10.17632/cbswzc22bv
title: General Transit Feed Specification Dataset for Victoria, Canada

description: This dataset contains the General Transit Feed Specification (GTFS) data collected from September 16, 2021 to November 1st, 2021.  The data contains both the static GTFS Data ("Victoria_GTFS_static" folder) and the GTFS real time data which has been collected into a single comma separated value file ("Victoria_GTFS_rt.csv").  Information on the GTFS static and real-time data can be found at https://gtfs.org/.  The GTFS data was originally collected from BC Transit at https://www.bctransit.com/open-data.  Also included are GPX files containing 1 Hz geospatial data collected from buses on routes 14 and 27 on different days and times.  The GPX data was collected by the researcher.

This data was used to create high fidelity transit bus drivecycle profiles which were then used to estimate the energy consumption of the Victoria transit fleet.  The drivecycles were then validated using 1 Hz GPS data collected from the same transit system.
DOI: 10.17632/px7h2wcks3
title: Evaluation of the dermatoscopic criteria for the early detection of SCC arising on an AK

description: Published article in Journal of the American Academy of Dermatology Supplemental Document of the following study: Background: Advanced squamous cell carcinoma (SCC) can easily be discriminated from actinic keratosis (AK), based on clinical and dermatoscopic features. However, at the initial stage of dermal invasion, an SCC might still be clinically flat and its discrimination from AK remains challenging, even with the addition of dermatoscopy. Objective: The aim of the present study was to investigate the clinical and dermatoscopic criteria that could suggest early invasion and serve as potent predictors to discriminate early SCC from AK. Results: A total of 50 early SCCs and 45 AKs were included. The main positive dermatoscopic predictors of early SCC were dotted/glomerular vessels (OR=3.83), hairpin vessels (OR=12.12) and white structureless areas (OR=3.58), whereas background erythema represented a negative SCC predictor (OR=0.22). Conclusions: We identified potent predictors for the discrimination of AK and early SCC that may better guide management decisions in the everyday clinical practice.
DOI: 10.15468/dl.c5rzwn
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Areca triandra Roxb. ex Buch.-Ham.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 128 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001477-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f7wvdv8w2j
title: Lunar Mission Database 2023 (moon2023)

description: Lunar Mission Database 2023 (INPE, BRAZIL)
DOI: 10.17632/y4sjgg7vxs
title: Programs of Two-way Fixed Effects Regression on the Error Analysis of PGA Magnitude

description: Programs used in paper Application of Two-way Fixed Effects Regression on Error Analysis of Seismic Magnitude Estimation: Hypothesizes, Theory and Testing.
DOI: 10.17632/4x326g8b54
title: The four-particle harmonic-oscillator brackets: Compact expressions and updated Fortran program

description: Abstract We present a new version of the four-particle harmonic-oscillator transformation brackets (4HOB) calculation program, where marginal cases of mass-ratio parameters d=0, d→∞ and d_1 =0, which cannot be calculated in previous version, are presented. The simplified 4HOB calculation formulas for these cases are given. Title of program: HOTB Catalogue Id: AEFQ_v2_0 Nature of problem Calculation of the four-particle harmonic-oscillator transformation brackets for cases of mass-ratio parameters d = 0, d → ∞ and d 1 = 0. Versions of this program held in the CPC repository in Mendeley Data AEFQ_v1_0; HOTB; 10.1016/j.cpc.2009.10.012 AEFQ_v2_0; HOTB; 10.1016/j.cpc.2011.01.031 AEFQ_v3_0; HOTB_M; 10.1016/j.cpc.2012.09.021 AEFQ_v4_0; HOTB_MPI; 10.1016/j.cpc.2014.06.025 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/vt4rbwbzb2
title: Data for: Microhabitat type, water quality treatment and associated plant species influence the effects of short-term phosphorus loading on wetland-associated microbial communities in lab scale mesocosms

description: Raw data from Gel ComparII analysis of denaturing gradient gel electrophoresis data obtained from 16s rDNA using universal bacterial primers (structural community data) Raw data and analyses of Biolog Ecoplate data from inoculation of biolog ecoplates with water, rhizosphere and rhizoplane microbial communities Raw data from wetland water chemistry and water quality analyses
DOI: 10.17632/kpt76sbv53
title: Inventory of Tree Species Afram Plains

description: The dataset presents a list of tree species found in the Afram Plains region of Ghana, with both common and scientific names provided. It includes a total of 93 tree species, with some species having multiple common names listed. The list is organized into two main categories: charcoal species and non-charcoal species.

For each tree species, the common name(s) are listed, followed by the corresponding scientific name. In some cases, there are additional notes or specifications in parentheses, such as "(bitter cola)" or "(common)".

The dataset covers a diverse range of tree species, including both native and introduced species, and represents a snapshot of the tree diversity in the Afram Plains region. 

The list includes the local knowledge and usage of these tree species, as evidenced by the variety of common names provided. Some of the species are noted for their use in charcoal production, while others have cultural or economic significance, like the "bitter cola" (Garcinia kola) and "mahogany" (Khaya ivorensis).

The dataset provides valuable information on the diversity of tree species and local knowledge in the Afram Plains region of Ghana. It could be useful for ecological research, conservation efforts, or ethnobotanical studies..
DOI: 10.17632/yjp2cdyrnj
title: Raw dataset with acoustic data for environments - Part 1

description: This raw dataset presents the data related to the bar, and bedroom environments captured with the data acquired from microphone available in off-the-shelf mobile devices.