cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/946t6rjbyj
title: MDR-TB patients Data in the six geopolitical zones of Nigeria from January 2013 to December 2017

description: The aim of the study was to determine the rate of distribution, risk factors and treatment outcomes associated with multidrug-resistant tuberculosis (MDR-TB) in patients admitted to different specialized treatment centres in Nigeria between January, 2013 and December, 2017. This was a multi-center, hospital-based retrospective study designed to identify the pattern of prevalence, the factors predisposing individuals and the outcome of treatment of multidrug resistant tuberculosis in Nigeria. The medical records of bacteriologically and clinically confirmed MDR - TB patients that were registered, admitted and treated in twelve special MDR-TB treatment centres from across the six geopolitical zones in Nigeria between January, 2013 and December, 2017 were used for the study. These patients’ folders/files were reviewed and data were collected using a purposively designed proforma. Treatment outcome of patient’s were determined and recorded in their medical records by the health team following standard WHO definitions of MDR-TB treatment performance indicator. The MDR TB treatment centers’ pharmacists were used as research assistants and they were trained on how to collect data into the Microsoft excel sheet proforma at the quarterly/annual MDR TB logistic officers meeting held every three months before the commencement of data collection. The participants for this study were recruited from the various specialized MDR TB treatment centers in Nigeria. Two MDR - TB treatment centers were selected from each of the six geopolitical zones based on the order of establishment. The selected hospitals and their zonal distributions include: South East (Federal Medical Centre, Owerri treatment center and Mile 4 treatment center, Abakiliki); South South, (University of Port Harcourt Teaching Hospital treatment centre, Port Harcourt and University of Uyo Teaching Hospital treatment center, Uyo); South West (University College Hospital treatment center, Ibadan and Sacred Heart Hospital treatment center, Abeokuta); North West (National Tuberculosis and Leprosy Training center, Zaria and Sokoto treatment center, Sokoto); North East (Abubakar Tafawa Balewa University Teaching Hospital treatment center, Bauchi and Taraba State Specialist Hospital treatment center, Jalingo); North Central (St Vincent Alade treatment centre, Benue and Jos University Teaching Hospital treatment center, Jos ). The data collected from this study was entered into a Microsoft excel sheet and analyzed using statistical package for social sciences (version20). Descriptive statistics was used to analyze the demographics, patients’ clinical characteristics and clinical outcomes. The percentage distribution of MDR-TB at the geopolitical zones in Nigeria were determined. Univariate logistic regression analysis was used to determine the effect of the risk factors on MDR – TB. Statistically significant values were accepted at p&lt; 0.05. The treatment outcome were categorized into four gruops
DOI: 10.17632/y37hn2x8s6
title: Tweets that Mention Books 2015

description: The annotated data of "tweets that mention books" (TMBs). The file lists the pairs of the tweet status_id and its class. It does not provide any actual tweet content data due to the Twitter Terms of Service. Three classes are annotated for each tweet: TMB, Bot, and Noise. Please refer to our paper below for the detailed definition of them. Shuntaro Yada, Kyo Kageura, and Cecile Paris (to appear), Identification of Tweets that Mention Books, International Journal on Digital Libraries.
DOI: 10.6084/m9.figshare.7186118.v1
title: Finite element formulation and analysis of a functionally graded Timoshenko beam subjected to an accelerating mass including inertial effects of the mass

description: Abstract This study describes a new finite element method that can be used to analyse transverse and axial vibrations of a Functionally Graded Material (FGM) beam under an accelerating / decelerating mass. The differential equations of the FGM beam are obtained using First-order Shear Deformation Theory (FSDT). In these equations, the interaction terms of mass inertia are derived from the second-order exact differentiation of displacement functions with respect to mass contact point. The FGM beam is made of two different materials (Steel and Alumina Al2O3), which vary in thickness with a power law. Including the effects of neutral axis shift and mass inertia, the proposed method can be used when the dynamic behaviour of the FGM Timoshenko beams is to be analysed in transverse and axial directions, depending on the interaction with the acceleration of the moving loads. After validating this work with literature studies, new investigations and findings are presented for both moving load and mass assumptions. In addition, the obtained results of Timoshenko Beam (TBT) and Euler Bernoulli beam theory (EBT) are compared for FGM beams with various speeds and accelerations of moving mass.
DOI: 10.17632/628t38x35g
title: Field Data

description: The collected data were intended to respond to the research objective aim to gather teachers' views related to incorporating interactive computer-based laboratory simulations (ICBLS) into chemistry instruction. It explores their years of teaching experience and comfort with using technology, assessing the impact of ICBLS on students' performance, retention, engagement, and understanding of chemistry concepts. Teachers were asked to compare traditional teaching methods with ICBLS and evaluate the learning effectiveness among students who used ICBLS versus those who did not. The data examines whether ICBLS affects gender disparities in chemistry lessons and observes changes in students' attitudes toward chemical reactions when using ICBLS. It identifies challenges faced in integrating ICBLS and the types of support necessary for effective implementation. Additionally, it seeks teachers' predictions on the future role of computer simulations in advancing chemistry education and gathers their recommendations for improving ICBLS implementation.
DOI: 10.17632/t8fcmjzg2v
title: Data for: Joint probability distribution of coastal winds and waves using a log-transformed kernel density estimation and mixed copula approach

description: The coastal wind and wave data were obtained from the National Marine Science Data Center, National Science & Technology Resource Sharing Service Platform of China (http://mds.nmdis.org.cn/). The hourly data from 2011 to 2019 (1/1/2011 00:00 to 6/31/2019 23:00) were recorded at ShiDao station (Fig. 2) in Taiwan Strait, China, which has a water depth of approximately 9.2–12.7 m. The monthly maxima of the recorded data were extracted from the hourly recorded data. However, there were missing data in the monthly maxima of the recorded data, limiting collection to 90 out of the 102 data samples. Five ocean parameters were selected in this case study, which included maximum 10 min average wind speeds (Vm, m/s), maximum wave heights (Hm, m), significant wave heights (Hs, m), maximum wave periods (Tm, s), and significant wave periods (Ts, s). The monthly maxima range in the recorded data for Vm, Hm, Hs, Tm, and Ts were 7.5–19.7 m/s, 1.5–5.6 m, 0.9–3.2 m, 9.0–30.5 s, and 6.8–19.6 s, respectively.
DOI: 10.17632/9yjpwnvmb8
title: Mindfulness & Substance Abuse

description: SPSS & AMOS Outputs
DOI: 10.17632/tmgwh64v8w
title: TP budgets in the MYR

description: Data summary of TP budgets in the MYR during the period 2009-2018
DOI: 10.6084/m9.figshare.26927182.v1
title: <b>Towards the Development of a Tool to Measure Socio-Emotional Competencies</b>

description: Socio-Emotional Learning (SEL) underpins the development of Socio-Emotional Competencies (SEC), essential for successful life navigation. Despite global recognition of SEL's importance, few local studies have explored its impact on Filipino learners. To address this, researchers developed the Assessment of Social and Emotional Competencies (ASEC) to measure students' SEL. The ASEC was tested with 1,211 Filipino students. Results showed high internal consistency (r=.76-.94) and good model fit (TLI=.91-.97, RMSEA=.02-.04). Predictive analyses revealed that higher-grade students had lower socio-emotional competence. Researchers recommend enhancing scales with weak consistency and exploring the link between socio-emotional competencies and academic performance.
DOI: 10.17632/vk92crvrtm
title: US_CN

description: Standard & Poor's 500 Index (hereafter S&P500), Nasdaq Composite Index, and Down Jones Industrial Average Index (hereafter DJIA). Among them, the S&P500 Index is the best representative index of the US stock market. The Shanghai Composite Index (hereafter SSEC) and Shenzhen Composite Index (hereafter SZSC)
DOI: 10.17632/p75j9v8hzr
title: Data for: Lung weight estimation with postmortem CT in forensic cases

description: The relation between lung weight in autopsies and lung weight estimated using postmortem CT showed high Pearson’s correlation coefficient (R2 = 0.9106). Estimated lung weight (g) = 70.910633057 + 0.0586911941 * v2 + 0.4374633191 * v3 + 0.9309684158 * v4 + 1.0354060707 * v5 + 1.0123152027 * v6. The lung volume was divided into 6 categories according to CT number ranges: v1;
DOI: 10.17632/j9r6ds45zb
title: Data for: Comparison of floc properties of coagulation systems: effect of particle concentration, scale and mode of flocculation

description: The image used for calculating the floc sizes is included in this data set. The caption of the images include the system and the concentration of the input TOC and turbidity. RM refers to rapid mixing in jar test, SM refers to slow mixing in jar test and CC refers to conventional clariflocculator. After this initial, the TOC is indicated in mg/L and then turbidity is indicated in NTU.
DOI: 10.17632/9ht4v974gv
title: Fungal spore air pollution in selected environments in Nairobi, Kenya

description: Data emanating from a study that was carried out in selected parts of Nairobi to establish the load, distribution and the type of fungal groups from the atmosphere
DOI: 10.17632/dt424463ty
title: Monitoreo continuo de glucosa: nuevo portal de diabetes

description: En el nuevo Portal Abbott Diabetes destacados especialistas dictan cursos certificados y on demand sobre los últimos avances en monitoreo continuo de glucosa y tecnología aplicada a la diabetes. Exclusivo para profesionales de la salud.
DOI: 10.17632/f2xn6jt58h
title: Gnad et al. 2020 Cell Metabolism

description: Original files of Figure 3E and 4L 
Gnad et al. 2020 Cell Metabolism
DOI: 10.17632/v5fnw5xcv2
title: Data for: Loss of 1p36.33 frequent in low grade serous ovarian cancer

description: Supplementary data: processed sequencing data on the 38 low grade serous ovarian cancer samples: place of biopsy, hotspot genotyping by Sequenom, altered fraction of segments, GISTIC focal and whole arm analyses from the shallow sequencing experiment.
DOI: 10.17632/whdmrvj5fz
title: A program to determine the radiation spectra due to a single atomic-subshell ionisation by a particle or due to deexcitation or decay of radionuclides

description: Abstract The computer program IMRDEC has been developed to determine the radiation spectra due to a single atomic-subshell ionisation of a stable atom by a particle, or due to the atomic deexcitation or decay of nuclides. The data needed to describe the deexcitation or decay scheme of the mother atoms are obtained from the Evaluated Nuclear Structure Data File (ENSDF) maintained at Brookhaven National Laboratory; this results in the simplest possible input specification. The atomic data as well as the... Title of program: IMRDEC Catalogue Id: ADGL_v1_0 Nature of problem Determination of the radiation spectra due to a single atomic-subshell ionisation of a stable atom by a particle, or due to the deexcitation or decay of radionuclides. Versions of this program held in the CPC repository in Mendeley Data ADGL_v1_0; IMRDEC; 10.1016/S0010-4655(97)00068-4 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.15468/dl.dngsvs
title: Occurrence Download

description: A dataset containing 1747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cerastoderma edule (Linnaeus, 1758)"
 ]
}

 The dataset includes 1747 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009178-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/c22mtv32fk
title: Programs for signal recovery from noisy data using the maximum likelihood principle II. Program implementation

description: Abstract Three subroutines intended for nonnegative signal recovery from noisy experimental data distorted by the measuring device are presented. The use of these subroutines is illustrated by a test program. Title of program: MLG8, MLU8, MLP8 Catalogue Id: ACLJ_v1_0 Nature of problem A program package for non-negative signal recovery from noisy experimental data distorted by the measuring device is presented. Noise may have a Gaussian, binomial or Poissonian distribution at each experimental point. Three examples are given which demonstrate the usage of the package: a) reduction to an arbitrary instrumental function, which depends only on the difference of its arguments (this is the typical spectroscopic problem); b) the expansion of an exponentially decaying curve which has ... Versions of this program held in the CPC repository in Mendeley Data ACLJ_v1_0; MLG8, MLU8, MLP8; 10.1016/0010-4655(93)90018-8 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/hd84785jkf
title: Genomic and Transcriptomic Analyses Illuminates Unique Traits of Elusive Night Flowering Jasmine Parijat (Nyctanthes arbor-tristis)

description: The night-flowering Jasmine, Nyctanthes arbor-tristis also known as Parijat, is a perennial woody shrub belonging to the family Oleaceae. It is popular for its fragrant flowers that bloom in the night and is a potent source of secondary metabolites. However, knowledge about its genome and the expression of genes regulating flowering or secondary metabolite accumulation is lacking. In this study, we generate whole genome sequencing data to assemble the first de novo assembly of Parijat and use it for comparative genomics and demographic history reconstruction. The temporal dynamics of effective population size (Ne) experienced a positive influence of colder climates suggesting the switch to night flowering may have provided an evolutionary advantage. We employed multi-tissue transcriptome sequencing of floral stages/parts to obtain insights into the transcriptional regulation of nocturnal flower development and the production of volatiles/metabolites. Tissue-specific transcripts for mature flowers revealed key players in circadian regulation and flower development, including auxin pathway and cell wall modifying genes. Furthermore, we identified tissue-specific transcripts responsible for producing numerous secondary metabolites, mainly terpenoids and carotenoids. The diversity and specificity of Terpene Synthase (TPS) and CCDs (Carotenoid Cleavage Deoxygenases) mediate the bio-synthesis of specialised metabolites in Parijat. Our study establishes Parijat as a novel non-model species to understand the molecular mechanisms of nocturnal blooming and secondary metabolite production.
DOI: 10.6084/m9.figshare.28765067.v2
title: Adult male Drosophila hemolymph aqueous metabolite profiling on 7-day and 14-day High sugar diets with normal diet controls.

description: <b>Metabolomics: The samples were three replicates of Hemolymph collected from adult males flies subjected to 7- and 14- day normal or High Sugar (30% more sucrose in standard lab food). Per replicate we collected hemolymph from 30 male flies. </b>Targeted LC-MS metabolite analysis was performed on a duplex-LC-MS system composed of two Shimadzu UPLC pumps, CTC Analytics PAL HTC-xt temperature-controlled auto-sampler, and AB Sciex 6500+ Triple Quadrupole MS equipped with ESI ionization source. UPLC pumps were connected to the auto-sampler in parallel and could perform two chromatography separations independently from each other. Each sample was injected twice on two identical analytical columns (Waters XBridge BEH Amide XP), where separations were performed in hydrophilic interaction liquid chromatography (HILIC) mode. While one column was performing separation and MS data acquisition in ESI+ ionization mode, the other column was getting equilibrated for sample injection, chromatography separation, and MS data acquisition in ESI- mode. Each chromatography separation was 18 minutes (total analysis time per sample was 36 minutes). MS data acquisition was performed in multiple-reaction-monitoring (MRM) mode. LC-MS system was controlled using AB Sciex Analyst 1.6.3 software. Measured MS peaks were integrated using AB Sciex MultiQuant 3.0.3 software. Up to 158 metabolites (plus 4 spiked standards) were measured across the fly samples study set, and up to 148 metabolites (plus 34 SILISs) were measured in the hemolymph sample set. For the hemolymph set, absolute concentrations of 30 metabolites were determined. In addition to the two study samples, two sets of quality control (QC) samples were used to monitor the assay performance and data reproducibility. One QC [QC(I)] was a pooled human serum sample used to monitor system performance, and the other QC [QC(S)] was pooled study samples. This QC was used to monitor data reproducibility. Each QC sample was injected per every 10 study samples. The median CV for the fly set was 2.8%, while for the blood samples was 11.1%.
DOI: 10.17632/d3rjp2pfpt
title: Data Determination CBD THC

description: Raw data Determination of THC and CBD under different conditions
DOI: 10.17632/zzj9ztys7x
title: INFLUENCE OF SEISMIC POREWATER PRESSURE INCREASE AND LIQUEFACTION ON SITE RESPONSE ANALYSIS

description: Seismic site response analysis is a technique used to predict the ground’s response to local
soil conditions. Recent advancements in understanding the generation of shear-induced excess
pore pressure have led to the development and implementation of pore pressure response
models in site response analysis that take effective stress into consideration. This research
focuses on developing recent approaches to calculate site response analysis using the nonlinear
effective stress method.
The research specifically examines the impact of Porewater Pressure (PWP) buildup, soil
softening, potential liquefaction, and post-liquefaction effects on site response. The study
is divided into two stages: (1) The performance of a Porewater pressure generation model
coupled with constitutive models is tested to compute stress-strain response during shaking
using effective stresses, and to solve dynamic site response problems. (2) A parametric study
using 2D elements is conducted to determine the principal variables that affect site response
analysis.
In the first stage, the study evaluates the performance of nonlinear effective stress constitutive
models, commonly known as advanced constitutive models, used in one-dimensional
(1D) site response analysis for assessing stress-strain behavior, porewater generation, and
liquefaction potential in soft soil deposits at the element level. Three constitutive models are
combined with the porewater pressure generation model to develop coupled models called
PDMY 02, PM4SAND, and PDMY 03. The study also proposes protocols for selecting
model input parameters.
DOI: 10.6084/m9.figshare.28822718.v1
title: Spaceranger output of 1-COSTA project.

description: Spatial expression matrix of 1-COSTA.
DOI: 10.17632/y3s53svgvf
title: Exploring Customer Retention Dynamics: A Comparative Investigation of Factors Affecting Customer Retention in the Banking Sector Using Mediation-Moderation Approach

description: Exploring Customer Retention Dynamics: A Comparative Investigation of Factors Affecting Customer Retention in the Banking Sector Using Mediation-Moderation Approach Datasets and Questionnaire Using SmartPLS-SEM.
DOI: 10.6084/m9.figshare.3181504.v1
title: Data and Script for Genome Biology paper "Mapping the landscape of metabolic goals of a cell"

description: This directory contains all Matlab data (.mat) and scripts (.m) used to generate the results for the manuscript "Mapping the landscape of metabolic goals of a cell", by Qi Zhao, Arion Stettner, Ed Reznik, Ioannis Ch. Paschalidis and Daniel Segrè.<br>
DOI: 10.6084/m9.figshare.14211095.v1
title: The '3n' and '2n' geometric data in geometric space

description: Our world is ever-changing, geometric space is diverse, so the space that constitutes our real world is our existing geometric space form? Is there any other space that we do not perceive as more harmonious and perfect, as in our real world, and our world evolves according to this form of spatial movement change? A special form of plane to multidimensional3n and 2n the space of expansion or contraction. This space has both real and imaginary forms, which are complex space and multidimensional【1】Space. This special space may be the structure and evolution form and rules of our real world space and objects.
DOI: 10.6084/m9.figshare.28736672.v2
title: Merger to privatize Nordstrom, an analysis

description: Heard of Nordstrom being privatized?!An analysis of one of the landmark deals in consumer industry. The report is focused on merger of the mega consumer retailer Nordstrom with Liverpool, a mega department store operating in Mexico that also operates brands under the Banana Republic, GAP, Pottery Barn, West Elm, and Williams-Sonoma names. The report includes detailed analysis of growth drivers of Nordstrom, forecasting methodology used to forecast revenues with merger effects, valuation of Nordstrom using valuation methodologies such as DCF valuation modeling, trading comparables multiples and precedent transactions multiples. Not much is known about the deal in public domain. The report also includes synergy analysis and valuation of synergy. The merger intends to privatize Nordstrom to seize growth opportunities in an efficient manner. While the acquisition is valued at $24.25 per share, the analysis provides insights that the acquisition price is only close to the highest 52-week price. Read on for synergies and valuations conducted playing to the strengths of these two mega companies.
DOI: 10.17632/k42sj24hbj
title: Dataset of 'A global comprehensive assessment of newly released GIMMS, PKU, and MODIS NDVI products across multifaceted applications'

description: The dataset of the research: A global comprehensive assessment of newly released GIMMS, PKU, and MODIS NDVI products across multifaceted applications.
DOI: 10.17632/ntwmg5y7sy
title: Supplementary data for analysis of microbial diversity among various life stages of Zeugodacus tau

description: Supplementary data for the manuscript entitled "Diversity of symbiotic microbes and their potential functions associated with multiple development stages of Zeugodacus tau (Walker)"
DOI: 10.6084/m9.figshare.27109108.v2
title: <b>Groundwater-Derived Carbon Dynamics: A Crucial Role in the Extensive Network of Large River-Dominated </b><b>Groundwater-Saltmarsh-Estuary Systems</b>

description: Data for Groundwater-Saltmarsh-estuary continuum, including hydrological parameters during time series observation, radium isotopes and dissolved carbon data in tidal creek system and the Yangtze River Estuary.
DOI: 10.17632/y4yxmmjmzs
title: Supplementary Figure 1. PRISMA Flow Diagram. 

description: The flow diagram describes the flow of search results regarding dupilumab-induced ocular surface disease. It shows the number of studies that were included or excluded and the reason for exclusion. 
*Case reports and case series