cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29501099
title: Linking Socioeconomic Status to Depressive Symptoms in Aging Populations

description: This study utilized longitudinal data from six cohorts covering individuals aged 50 and above across 21 countries, specifically HRS, CHARLS, SHARE, ELSA, MHAS, and KLoSA. All cohorts included key indicators such as depressive symptoms, childhood and adult socioeconomic status (SES), frailty status, social activity, and family support. To ensure comparability across cohorts, the waves analyzed for each survey were as follows: HRS (waves 5-16), CHARLS (waves 1-5), SHARE (waves 4-9), ELSA (waves 3-10), MHAS (waves 3-6), and KLoSA (waves 1-9).
DOI: 10.6084/m9.figshare.29501099.v1
title: Linking Socioeconomic Status to Depressive Symptoms in Aging Populations

description: This study utilized longitudinal data from six cohorts covering individuals aged 50 and above across 21 countries, specifically HRS, CHARLS, SHARE, ELSA, MHAS, and KLoSA. All cohorts included key indicators such as depressive symptoms, childhood and adult socioeconomic status (SES), frailty status, social activity, and family support. To ensure comparability across cohorts, the waves analyzed for each survey were as follows: HRS (waves 5-16), CHARLS (waves 1-5), SHARE (waves 4-9), ELSA (waves 3-10), MHAS (waves 3-6), and KLoSA (waves 1-9).
DOI: 10.26275/bk6f-qskp
title: Human vagus nerve anatomical reconstruction using microCT immunohistochemistry and ultrasound - f011

description: SPARC REVA FEINSTEIN
description: Data created as part of the SPARC REVA award. The dataset includes anatomical images and videos, Ultrasound images and videos of the vagus nerve, microCT scans across the length of the nerve and IHC image across multiple levels.
DOI: 10.5281/zenodo.17606969
title: Dataset - A Randomized Controlled Trial of Heutagogical vs. Andragogical Interventions on Employability Outcomes among Indonesian SMK Graduates
DOI: 10.5281/zenodo.17606970
title: Dataset - A Randomized Controlled Trial of Heutagogical vs. Andragogical Interventions on Employability Outcomes among Indonesian SMK Graduates
DOI: 10.5517/ccdc.csd.cc2ptj35
title: CCDC 2497177: Experimental Crystal Structure Determination

description: Related Article: Matthieu Meoli, Jocelyn Roth, Rosario Scopelliti, Dragos Stoian, Wendy L. Queen|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.xbdnyg
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is China",
 "TaxonKey is Solenopsis invicta"
 ]
}

 The dataset includes 153 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032742-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17606962
title: Joint Optimization of Tilt Angle and Spot Size in a LASE-Based Imaging Flow Cytometer
DOI: 10.5281/zenodo.17606961
title: Joint Optimization of Tilt Angle and Spot Size in a LASE-Based Imaging Flow Cytometer
DOI: 10.17605/osf.io/r5fku
title: Learning Words with Feeling: Contextual Valence Effects on the Acquisition of Novel Vocabulary in EFL Learners

description: The important role of emotion in language processing and vocabulary learning has long been acknowledged, yet little research has investigated its effects in the realm of SLA, and the available evidence also yields varied and sometimes conflicting conclusions. The present study seeks to address inconsistencies in existing literature by jointly exploring three dimensions of vocabulary knowledge (form, denotative meaning, and emotional meaning), thereby contributing to and extending the current body of research. Adopting a within-subjects experimental design in an incidental learning paradigm, this study built on Dong, Mak, Hepach, & Nation (2024) and involved 74 Vietnamese EFL adult learners who were exposed to 30 novel adjectives through reading 60 short English narratives of different valence conditions (20 positive, 20 negative, and 20 neutral). Learning was assessed immediately and after a one-week delay through four tasks: speeded recognition (form), meaning matching (denotative meaning), sentence completion (emotional meaning, immediate), and valence judgement (emotional meaning, delayed).
DOI: 10.5281/zenodo.17607010
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251114i Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251114i Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17607011
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251114i Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251114i Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.34740/kaggle/dsv/13728967
title: Health Workforce Shortage Areas
DOI: 10.6084/m9.figshare.30617066.v2
title: Source data for Jing et al., 2025

description: Dataset authored by Jing Yu, Han Yeong Kaw, Qi Yang, Cong Fan, Xuejing Ma, Lizhong Zhu, Wei Wang.Source data for the study entitled "Evolved extracellular polymeric substances act as a frontline shield against antibiotic tolerance and resistance in <i>Escherichia coli</i>".<br><br><br>
DOI: 10.6084/m9.figshare.30617480
title: Dataset for Development and Optimization of Corncob–Eucalyptus grandis Briquettes for Sustainable Food Roasting Applications

description: This dataset contains all experimental and analytical data used in the study titled “Development and Optimization of Corncob–Eucalyptus grandis Briquettes for Sustainable Food Roasting Applications.” It includes raw measurements, processed values, tables, and computed parameters used for briquette formulation, physical property analysis, combustion performance testing, and optimization.The dataset covers:Proximate and ultimate analysis of corncob and <i>Eucalyptus grandis</i>Briquette formulation ratiosDensity, moisture content, relaxation ratio, and compressive strength dataCalorific value, ash content, and volatile matter measurementsCombustion profile and burning rate assessmentsStatistical analysis outputs used for optimizationThis dataset supports the reproducibility and transparency of the research and can be used for comparative studies on biomass fuel development, renewable solid fuel technologies, and sustainable energy applications in food processing.
DOI: 10.6084/m9.figshare.30617480.v1
title: Dataset for Development and Optimization of Corncob–Eucalyptus grandis Briquettes for Sustainable Food Roasting Applications

description: This dataset contains all experimental and analytical data used in the study titled “Development and Optimization of Corncob–Eucalyptus grandis Briquettes for Sustainable Food Roasting Applications.” It includes raw measurements, processed values, tables, and computed parameters used for briquette formulation, physical property analysis, combustion performance testing, and optimization.The dataset covers:Proximate and ultimate analysis of corncob and <i>Eucalyptus grandis</i>Briquette formulation ratiosDensity, moisture content, relaxation ratio, and compressive strength dataCalorific value, ash content, and volatile matter measurementsCombustion profile and burning rate assessmentsStatistical analysis outputs used for optimizationThis dataset supports the reproducibility and transparency of the research and can be used for comparative studies on biomass fuel development, renewable solid fuel technologies, and sustainable energy applications in food processing.
DOI: 10.7910/dvn/x26cbk
title: Food Placement Preference

description: Food Placement Preference
DOI: 10.15146/r3gc7b
title: DataScience Experiment: Analysis and Visualization of two GoAmazon Experiments

description: The initial data will be collected from the Atmosferic Radiation
 Measurement data repository
 (http://www.archive.arm.gov/discovery/#v/home/s/). This repository
 comprises meteorological data collected by a T3 meteorological station in
 Manacaparu - AM, between 2014 and 2015. This meteorological station
 collects data minutely, summing up a total of 10gb of data. In order to
 reduce the amount of data to be analysed, we summarise all the data for
 each day calculating the mean of each measured variable. This
 preprocessing step reduces from 1440 entries by day to 1.
DOI: 10.6078/d1qg6w
title: Emeprical Studies on the difference between urban and rural of different areas in China

description: ObjectiveThe paper examines whether out-of-pocket health care expenditure
 also has regional discrepancies, comparing to the equity between urban and
 rural areas, and across households.MethodSampled data were derived from
 Urban Household Survey and Rural Household Survey data for 2011/2012 for
 Anhui Province, and 11049 households were included in this study. The
 study compared differences in out-of-pocket expenditure on health care
 between regions (urban vs. rural areas) and years (2011 vs. 2012) using
 two-sample t-test, and also investigated the degree of inequality using
 Lorenz and concentration curves.ResultApproximately 5% and 8% of total
 household consumption expenditure was spent on health care for urban and
 rural populations, respectively. In 2012, the wealthiest 20% of urban and
 rural population contributed 49.7% and 55.8% of urban and rural total
 health expenditure respectively, while the poorest 20% took only 4.7% and
 4.4%. The concentration curve for out-of-pocket expenditure in 2012 fell
 below the corresponding concentration curve for 2011 for both urban and
 rural areas, and the difference between curves for rural areas was greater
 than that for urban areas.ConclusionA substantial and increasing gap in
 health care expenditures existed between urban and rural areas in Anhui.
 The health care financing inequality merits ample attention, with need for
 policymaking to focus on improving the accessibility to essential health
 care services, particularly for rural and poor residents. This study may
 provide useful information on low income areas of China.
DOI: 10.15146/r36w24
title: Análise de imagens de fundo de olho para detecção de retinopatia diabética

description: Doenças associados ao diabetes são recorrentes. A retinopatia diabética
 interfere na visão do paciente e pode ocasionar o rompimento de vasos
 sanguíneos dos olhos, levando a cegueira caso não seja diagnosticada e
 tratada em tempo hábil. O diagnóstico pode ser feito através da análise de
 imagens de fundo de olho. A classificação entre imagens com lesão e não
 lesão pode auxiliar nesse processo. Foram extraídos dessas imagens os
 descritores de Histograma (H), Comprimento de Corrida (CC) e Matriz de
 Co-ocorrência (CO) e analisados os métodos K- vizinhos Próximos (K-NN),
 Máquinas de Vetores de Suporte (SVM) Linear e Radial, Árvore de Decisão
 (DT), Florestas Aleatórias (RF), Redes Neurais Artificiais (RNA), Análise
 de discriminante linear (LDA) e AdaBoost DT. O método LDA apresentou o
 melhor resultado nos experimentos realizado com 77,67% de acurácia.
description: Image data and labels were collected from Kaggle contest: https://www.kaggle.com/c/diabetic-retinopathy-detection/. After, 600 high resolution images were processed to extract Histogram, Co-occurence matrix and run length image descriptors and stored as CSV file available in this document.
description: The last column in CSV file is the image
 label:- 0 means no presence of
DOI: 10.15146/r3359m
title: Dados de bilhetagens e de rastreamento de veículos de transporte público para a linha de ônibus 6412-10 do município de São Paulo, Brasil

description: O arquivo compactado possui dados em diferentes formatos compreendendo
 dados de bilhetagens e de rastreamento de veículos no município de São
 Paulo, SP, especificamente para análises de bilhetagens e de rastreamento
 dos veículos que trafegam pela linha de ônibus 6412-10, que tem por origem
 Paraisópolis e destino a Avenida Paulista.
description: Inicialmente os dados foram obtidos pela São Paulo Transportes
 (SPTrans), em seguida foram manipulados para gerar dados de bilhetagens e
 de rastreamento de veículos da linha de ônibus 6412-10 do município de São
 Paulo, SP, Brasil.
DOI: 10.5061/dryad.8vf034t
title: Quantifying antibiotic impact on within-patient dynamics of extended-spectrum beta-lactamase resistance

description: Antibiotic-induced perturbation of the human gut flora is expected to play
 an important role in mediating the relationship between antibiotic use and
 the population prevalence of antibiotic resistance in bacteria, but little
 is known about how antibiotics affect within-host resistance dynamics.
 Here we develop a data-driven model of the within-host dynamics of
 extended-spectrum beta-lactamase (ESBL) producing Enterobacteriaceae. We
 use blaCTX-M (the most widespread ESBL gene family) and 16S rRNA (a proxy
 for bacterial load) abundance data from 833 rectal swabs from 133
 ESBL-positive patients followed up in a prospective study in three
 European hospitals. We find that cefuroxime and ceftriaxone are associated
 with increased blaCTX-M abundance during treatment (21% and 10% daily
 increase, respectively), while treatment with meropenem,
 piperacillin-tazobactam, and oral ciprofloxacin is associated with
 decreased blaCTX-M (8% daily decrea se for all). The model predicts that
 typical antibiotic exposures can have substantial long-term effects on
 blaCTX-M carriage duration.
description: CTX-M and 16S qPCR
 measurementsFile contains for all
 patients and all sampled timepoints the quantitative PCR (qPCR) results
 targeting both 16S and CTX-M ("type"-column). The measurements
 are given as qPCR ct values ("ct") and as adjusted quantity
 (adjusted for dilutions of certain samples) ("quantity_adj").
 Additional columns give means (on log-scale) across replicate qPCR runs
 ("xlog_mean_swabtype") and respective standard deviation
 ("xlog_sd_swabtype"). Patient age, sex, and country of the
 hospital are also given.qpcr_CTXM_16S.csvAntibiotic treatmentFile gives for all patients and all days of observation the antibiotic treatment as a binary indicator (0: not given, 1: given). It is also indicated on which days a rectal swab was obtained ("sample_take") and for rows where a sample was taken, the mean 16S and CTX-M qPCR measurement (on log-scale) is given ("m_16S", "m_CTX_M").abx_treatment.csvR script to infer dynamic parameters from real and simulated dataScript 1) loads empirical data 2) extracts structural info from that data 3) simulates fake data with identical structure 4) runs the stan model 5) plots the resultsqPCR_real_and_sim_inference.RData in Rdata formatContains several dataframes: da5 # includes all observed days for all patients (3993x74), xdf_s # includes every qPCR result (mostly duplicates) for all samples and the two genetic targets (CTX-M,16S) (3361x99), sw_df # includes all swabs and gives previous and next swab indicators, my_abxs_new_order # give the list of antibiotics that I want to inlude, mspline # the smooth spline linking qCPR mean and error (spline fitted to the data)dfs_qPCR.RdataBayesian dynamic model written in stanModel as defined in Equation (4) in the paper written in stan (Carpenter et al., 2017)qpcr02_09_exp_growth.stan
DOI: 10.15146/r3zc7p
title: Dados de manobras de navios em um porto brasileiro

description: The present dataset contains registers of 1 year's maneuvers in a
 brazilian port. The data was collected by the ports pilots and refers to
 all maneuvers made by all vessels operated in 2013.
description: The dataset was collected by the ports pilots during one year of
 works. I was pre-0processed by Microsoft Excel 2010 eith heuristics
 methods aiming to remove impossibe time registers and delete some
 problematic data.
description: This is a private dataset that cannot be used to commercial activities
 without owner's authorization.
DOI: 10.15146/r3tp4d
title: Abstracts

description: The large amount of available literature in academic research imposes a
 considerable challenge for researchers aiming to establish a thorough
 understanding of a given subject. In this project, we collected abstracts
 from studies pertaining Juvenile Idiopathic Arthritis in the PubMed
 database and aimed to establish a method for finding clusters of closely
 related studies.
description: This dataset was collected using the esearch NCBI API. It was
 processed by selecting relevant fields (title, authors and abstract) and
 inserted into a large text file (.txt) using a custom Bash script.
description: The scripts used to obtain the dataset, separate the file into
 separate files, process and analyze the results can be obtained at: https://github.com/pedrostrusso/abstract_mining .
DOI: 10.15146/r3pw2g
title: AlugueEscarpas

description: O dataset Alugue Escarpas possui dados do site de aluguel de casas de
 temporada na região de Capitólio-MG. Utilizado na disciplina de Introdução
 a Ciência dos Dados para Análise de descoberta de conhecimento sobre a
 base.
DOI: 10.15468/dl.f3pv5y
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Macrosaccus morrisella",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 69 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001872-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uv2frx
title: Occurrence Download

description: A dataset containing 303 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Geometry POLYGON((105 20,170 20,170 70,105 70,105 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Drosera anglica"
 ]
}

 The dataset includes 303 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001875-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15146/r3fg6p
title: Academic Libraries and Research Data Services dataset

description: This is the data set for the Academic Libraries and Research Data Services
 study.
description: Quantitative research, recorded survey items
DOI: 10.5061/dryad.4qt8510
title: Data from: Sex differences in treatment and outcome after stroke: pooled analysis including 19,000 participants

description: Objective: To explore the sex differences in outcomes and management after
 stroke using a large sample with high-quality international trial data.
 Methods: Individual participant data were obtained from five acute stroke
 randomized controlled trials. Data were obtained on demographics,
 medication use, in-hospital treatment and functional outcome.
 Study-specific crude and adjusted models were used to estimate sex
 differences in outcomes and management, and then pooled using
 random-effects meta-analysis. Results: There were 19,652 participants of
 whom 7721 (40%) were women. After multivariable adjustments, women with
 ischemic stroke had higher survival at 3 to 6 months (odds ratio [OR]
 0.82; 95% confidence interval [CI] 0.70-0.97), higher likelihood of
 disability (OR 1.20; 95% CI 1.06-1.36) and worse quality of life (weighted
 mean difference -0.07, 95% CI -0.09—0.04). For management, women were more
 likely admitted to an acute stroke unit (OR 1.17, 95% CI 1.01-1.34), but
 less likely intubated (OR 0.58, 95% CI 0.36-0.93), treated for fever (OR
 0.82, 95% CI 0.70-0.95) and admitted to an intensive care unit (OR 0.83,
 95% CI 0.74-0.93). For pre-admission medications, women had higher odds of
 being prescribed antihypertensive agents (OR 1.22, 95% CI 1.13-1.31) and
 lower odds of being prescribed antiplatelets (OR 0.86; 95% CI 0.79-0.93),
 glucose lowering (OR 0.86; 95% CI 0.78-0.94) and lipid lowering agents (OR
 0.85; 95% CI 0.77-0.94). Conclusions: This analysis suggest that women who
 had ischemic stroke had better survival but were also more disabled and
 had poorer quality of life. Variations in hospital and out-of-hospital
 management may partly explain the disparities.
description: Supplemetal Figures
 1-10_20 June 2019Supplemental tables:
 Figure e-1 Functional outcomes and vascular endpoints of patients with
 ischemic stroke who have undergone thrombolysis by study Figure e-2
 Functional outcomes and vascular endpoints of patients with ischemic
 stroke without thrombolysis (Headpost study) Figure e-3 Functional
 outcomes and vascular endpoints of patients with stroke by study Figure
 e-4 Odds ratio of being prescribed preventatives on admission and at
 90-day follow up by study Figure e-5 Functional outcomes and vascular
 endpoints of patients with ischemic stroke by study Figure e-6 Functional
 outcomes and vascular endpoints of patients with intracerebral hemorrhage
 by study Figure e-7 Health related quality of life outcomes categorised
 into the five dimensions of EQ5D stratified by study Figure e-8 Ischemic
 stroke health related quality of life outcomes categorised into the five
 dimensions of EQ5D stratified by study Figure e-9 Intracerebral hemorrhage
 health related quality of life outcomes categorised into the five
 dimensions of EQ5D stratified by study Figure e-10 Hospital management by
 sexSupplemetal Figures 1-10_24
 January 2019.pdf
DOI: 10.6086/d17p4n
title: #SaveACA

description: On January 12th, 2017 the Senate voted 51-48 to approve a budget
 resolution as the first step in repealing the Affordable Care Act. The
 hashtag #SaveACA began being used heavily on Twitter the same day as a
 response. This dataset includes tweet ids collected on four separate
 occasions on January 12th and 13th, 2017 for the hashtag #SaveACA.
description: The ids were collected on 4 separate occasions and each dataset
 is included here: SaveACA_1, 50,000 tweets, created
 01/12/2017 at 3:56pm,SaveACA_2, 97,875 tweets, created
 01/12/2017 at 4:36pm,SaveACA_3, 125,000 tweets, created
 01/13/2017 at 9:21am,SaveACA_4, 137,012 tweets, created
 01/13/2017 at 2:41pm,These tweet ids were collected
 using the DocNow prototype twitter collection tool: http://app.docnow.io/
description: You can recreate the original tweets from these ids by using the
 DocNow Hydrator application: https://github.com/DocNow/hydrator