cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/spvbf5bgjs
title: Political Arabic Article Dataset

description: PAAD: Political Arabic Article Dataset is a collection of political Arabic text, which covers modern Arabic language used in newspaper, blogs and social network. PAAD can be used in different Arabic NLP tasks such as Text Classification, Target, Article Orientation and Word Embedding. The text contains alphabetic, numeric, English word and symbolic words. The documents in the dataset are categorized into 3 classes: Reform "اصلاحي", Conservative "محافظ" and Revolutionary "ثوري". The number of documents for each class: Reform = 80 Conservative = 58 Revolutionary = 68 PAAD contains a total number of 206 articles. Articles were manually collected and using python scripts specifically for Excel file. There are two Excel file first original file this file same raw data but in excel file second file with Arabic normalization: 1- إأٱآا = ا 2- ي = ى 3- ؤ ئ = ء 4- ة = ه 5- Remove diacritics as (ُ,ْ,َ,ِ,ّ,~,ً,ٍ,ٌ) How to use it: ___________ 1. Unzip compressed resources. 2. There are three main folders each folder labelled by the category's name as Reform = S, Conservative = M and Revolutionary = T. 3. Each folder contains a set of article files corresponding to its category. 4. There are 2 excel file first one as raw data but in one file with the label for each article second excel file with Arabic normalization. V1 = original corpus V2 = preprocessing corpus V3 = root stemming corpus (ISRI) V4 = light stemming corpus (ISRI)
DOI: 10.17632/ws4ws8mbr3
title: Ab initio study of the conductivities of B2 FeSi under core-mantle boundary conditions

description: Raw data of 'Ab initio study of the conductivities of B2 FeSi under core-mantle boundary conditions'.
DOI: 10.17632/z72dmfy6xv
title: Replication files for Foreign Workers, Product Quality, and Trade: Evidence from a Natural Experiment

description: In this folder you can find the do files for replicating the results of the paper "Foreign Workers, Product Quality, and Trade: Evidence from a Natural Experiment" and the indications to find the relevant data.
DOI: 10.17632/424y96m6sw
title: An Ordinal Dataset for Ripeness Level Classification in Oil Palm Fruit Quality Grading

description: This study hypothesizes that an ordinal dataset tailored for ripeness classification can enhance automated quality grading in the palm oil industry. The dataset, comprising 4,728 high-resolution images of oil palm fruits categorized into five ripeness levels (Immature, Partially Ripe, Fully Ripe, Overripe, and Decayed), was collected in real-world conditions from Central Kalimantan, Indonesia, using diverse devices and capturing environmental variability such as lighting, poses, and natural backgrounds. Defined with expert input, the categories reflect biological and economic relevance, addressing challenges like imbalanced data distributions typical in agriculture. Notable findings include the dataset’s authenticity, which mirrors real-world agricultural conditions and enables the development of robust machine learning models. With stratified splits for training, validation, and testing, the dataset facilitates benchmarking while supporting techniques like weighted loss functions to address imbalances. Its diversity and realistic complexity make it a valuable resource for advancing ordinal regression and automated grading systems, driving efficiency and sustainability in palm oil production.
DOI: 10.17632/bkz2376nhz
title: Data for: How Does the Welfare State Reduce Crime? The Effect of Program Characteristics and Decommodification Across 18 OECD-Countries

description: Cross-national data, 18 OECD countries 1990 to 2011 for homicide rates and a range of welfare state indicators
DOI: 10.17632/h7tyw6js5n
title: Impact of polycystic overian disorder on sleep, psychological status and quality of life among working womens.

description: Polycystic ovarian disorder is the most common endocrine disorder among women of reproductive age. Symptom including amenorrhea, hirsutism, infertility, obesity, acne vulgaris, and androgenic alopecia. The objective of the study is to assess the impact of PCOD in sleep, psychological status, and quality of life among working women. An online survey study among 290 working women age between 20 to 45 year was done across the country. Questionnaire assessed the affected rate, risk factor, symptom and awareness among working women related to PCOD. A 23- item questionnaire was asked based upon following domain quality of life, psychological disorder, sleep disorder and general questions about PCOD. Of the total 290 working women participant in the study. There is 100% female participant. The result concluded that 34.5% suffer from sleeping issues, 31.7% have psychological problem. Infertility and sleeping problem were associated  with anxiety, while acne is associated with depression its awareness was formed to assess the impact in working women. The study shows low quality of life and psychological issues in working women.
DOI: 10.17632/twkw889nmd
title: A dataset of an extended SEPIC DC-DC converter for micro-grid based photovoltaic (PV) applications

description: A single-ended primary inductor converter (SEPIC) direct current to direct current (DC-DC) converter was designed and incorporated with a photovoltaic (PV) panel in this article. A dataset of voltage gain at the expense of varied values of duty-cycle was generated. Besides, a data of voltage stress across the semiconductor components were obtained to determine the feasibility of the components used in designing the extended SEPIC converter. One of the aims of generating these data was to boost the low energy generated by the panel to a higher energy value with less complexity. For voltage gain data, a duty-cycle value was varied from 0.5 to 0.9 (50% to 90%) and the data obtained for the voltage gain was recorded. For voltage stress data, a voltage across individual active component of the converter was measured. These data could be reused by researchers interested in incorporating PV panel with a DC-DC boost converter for off-grid modelling.
DOI: 10.6084/m9.figshare.28749197.v1
title: ST4_H3N2_pan99.fasta

description: Human lung adenocarcinoma cells (A549) and human monocytic cells (THP-1) were infected with H3N23 influenza virus A virus. Transcriptome analysis were performed by next generation RNA sequencing of three replicates each for infected A549 cells at 4, 8 and 24h p.i. and infected THP-1 cells at 4, 8, 12 and 24h p.i., and corresponding set of non-infected controls. The sequence of the virus used for infections is provided here.
DOI: 10.15468/dl.upa6by
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((40.3006 -16.7147,40.6365 -16.1504,35.9648 -16.1504,35.9648 -19.5556,36.0796 -19.4498,36.663 -19.2358,37.5966 -18.1093,38.5624 -17.638,39.3949 -17.5133,39.577 -17.186,40.3006 -16.7147))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012996-250525065834625/datasets/export for details.
DOI: 10.17632/v25wkdwgvm
title: Data for: Carbon price forecasting with complex network and extreme learning machine

description: The carbon futures price data of EU ETS from 13 December 2010 to 27 December 2018.
DOI: 10.6084/m9.figshare.25837177.v1
title: Data Financial Literacy.xlsx

description: This study examines the effects of religiosity and Islamic financial literacy on Muslims' financial behavior and well-being
DOI: 10.6084/m9.figshare.20161235.v1
title: data.tar.gz

description: Datasets used in the study named <em>What Information is Necessary and Sufficient to Predict Materials Properties using Machine Learning?</em>
DOI: 10.17632/8nr6twdzbs
title: Supplementary Table 1. Baseline characteristics and treatment outcomes of nine adolescents with female pattern hair loss treated with low-dose oral minoxidil and bicalutamide.

description: Baseline characteristics and treatment outcomes of nine adolescents with female pattern hair loss treated with low-dose oral minoxidil and bicalutamide.
DOI: 10.17632/tydm4x2zj6
title: Drug Survival of Systemic and Biologic Monotherapy Treatments for Pityriasis Rubra Pilaris: A Retrospective Observational Study

description: Supplemental Table I. Demographic Data Supplemental Table II. Reason for treatment failure Supplemental Figure 1. Inclusion and Exclusion Criteria
DOI: 10.6084/m9.figshare.13685179.v1
title: Supplementary materials data from The patterns and modes of the evolution of disparity in Mesozoic birds

description: The origin of birds from non-avian theropod dinosaurs is one of the greatest transitions in evolution. Shortly after diverging from other theropods in the Late Jurassic, Mesozoic birds diversified into two major clades—the Enantiornithes and Ornithuromorpha—acquiring many features previously considered unique to the crown group along the way. Here, we present a comparative phylogenetic study of the patterns and modes of Mesozoic bird skeletal morphology and limb proportions. Our results show that the major Mesozoic avian groups are distinctive in discrete character space, but constrained in a morphospace defined by limb proportions. The Enantiornithines, despite being the most speciose group of Mesozoic birds, are much less morphologically disparate than their sister clade, the Ornithuromorpha—the clade that gave rise to living birds, showing disparity and diversity were decoupled in avian history. This relatively low disparity suggests that diversification of enantiornithines was characterized in exhausting fine morphologies, whereas ornithuromorphs continuously explored a broader array of morphologies and ecological opportunities. We suggest this clade-specific evolutionary versatility contributed to their sole survival of the end-Cretaceous mass extinction.
DOI: 10.6084/m9.figshare.27117354.v1
title: data.rar

description: 情感互动电影类游戏的受众研究数据集
DOI: 10.6084/m9.figshare.28137419.v2
title: <b>Prevalence of hypertension among COVID-19 patients admitted into the national treatment center in The Gambia: a retrospective cross-sectional study</b>

description: The data contain variable on hypertension among covid-19 patients and predictors of hypertension. The data also include patient demographic characteristics such as age and gender.
DOI: 10.17632/gh24xc9v68
title: Doxycycline for Central Centrifugal Cicatricial Alopecia (CCCA): A Single Center Retrospective Analysis

description: Supplementary Figure 1. Chart Review Analysis Method. CCCA=central centrifugal cicatricial alopecia, TC= topical corticosteroids, ILTAC= intralesional triamcinolone.

Supplementary Figure 2. Central scalp alopecia photographic scale in African American women. Reprinted from Olsen et al8 with permission from Wiley-Blackwell.

Supplementary Figure 3. Detailed analysis of the change in clinical grade highlighting improvement in hair loss patterns in doxycycline-treated group 1 vs group 2.

Supplementary Table 1. Demographic Parameters and Clinical Characteristics of Study Population

Supplementary Table 2. Treatment Response Characteristics
DOI: 10.6084/m9.figshare.23056541.v3
title: <strong>Host nasopharyngeal transcriptome dataset of a SARS-CoV-2 positive Italian cohort</strong>

description: The ongoing COVID-19 pandemic caused by SARS-CoV-2 has affected millions of people worldwide and has significant implications for public health. Host transcriptomics profiling provides comprehensive understanding of how the virus interacts with host cells and how the host responds to the virus. COVID-19 disease alters the host transcriptome, affecting cellular pathways and key molecular functions. To contribute to the global effort to understand the virus’s effect on host cell transcriptome, we have generated a dataset from nasopharyngeal swabs of 35 individuals infected with SARS-CoV-2 from the Campania region in Italy during the three outbreaks, with different clinical conditions. This dataset will help to elucidate the complex interactions among genes and can be useful in the development of effective therapeutic pathways. File_1 contains the list of differentially expressed genes obtained comparing patients of I vs III period. File_2 contains the raw counts for each gene in each sample. File_3 contains the List of Canonical Pathways involving differentially expressed genes File_4 contains the R code used for differential expression analysis File_5 contains the List of Canonical Pathways involving differentially expressed genes. For each pathway the following information are provided: Number of genes involved in the function, according IPA(column D), Number of differentially expressed genes involved in that function (column E), Number of genes, belonging to that function, but not overlapping with DE ones (column F)
DOI: 10.6084/m9.figshare.2810056
title: QSAR study on the antimalarial activity of <i>Plasmodium falciparum</i> dihydroorotate dehydrogenase (<i>Pf</i>DHODH) inhibitors

description: <i>Plasmodium falciparum</i>, the most fatal parasite that causes malaria, is responsible for over one million deaths per year. <i>P. falciparum</i> dihydroorotate dehydrogenase (<i>Pf</i>DHODH) has been validated as a promising drug development target for antimalarial therapy since it catalyzes the rate-limiting step for DNA and RNA biosynthesis. In this study, we investigated the quantitative structure–activity relationships (QSAR) of the antimalarial activity of <i>Pf</i>DHODH inhibitors by generating four computational models using a multilinear regression (MLR) and a support vector machine (SVM) based on a dataset of 255 <i>Pf</i>DHODH inhibitors. All the models display good prediction quality with a leave-one-out <i>q</i><sup>2</sup> &gt;0.66, a correlation coefficient (<i>r</i>) &gt;0.85 on both training sets and test sets, and a mean square error (MSE) &lt;0.32 on training sets and &lt;0.37 on test sets, respectively. The study indicated that the hydrogen bonding ability, atom polarizabilities and ring complexity are predominant factors for inhibitors’ antimalarial activity. The models are capable of predicting inhibitors’ antimalarial activity and the molecular descriptors for building the models could be helpful in the development of new antimalarial drugs.
DOI: 10.6084/m9.figshare.4082370.v1
title: phylogenetic supertree of Asteraceae

description: Dataset of phylogenetic supertree of Asteraceae family
DOI: 10.17632/wky292935t
title: Codes and data for the article “How do disadvantaged children and parents form expectations of their adult education and occupations? Evidence from Baltimore”, Journal of Economics, Race, and Policy, revise and resubmit (version 2).

description: These codes and data help to replicate all the empirical analysis in the article. The files also include the appendices to the article and the codes necessary to replicate the appendixes.

If you use any of these codes and datasets, please cite these both sources:
Madeira, C. (2025), “How do disadvantaged children and parents form expectations of their adult education and occupations? Evidence from Baltimore”, Journal of Economics, Race, and Policy, forthcoming.
This research used the The Beginning School Study, 1982--2002 (Log# 01293) dataset (made accessible in 2004, numeric data files). These data were collected by Karl L. Alexander and Doris R. Entwisle and are available through the Henry A. Murray Research Archive of the Institute for Quantitative SocialScience at Harvard University, Cambridge, Massachusetts (Producer and Distributor).
DOI: 10.6084/m9.figshare.7011158.v1
title: Electronic supplementary material from Removal of Hg0 from simulated flue gas over silver-loaded rice husk gasification char

description: Mercury released into the atmosphere from coal combustion is harmful to humans and the environment. Rice husk gasification char (RHGC) is an industrial waste of biomass gasification power generation, which is silver-loaded to develop a novel and efficient sorbent for mercury removal from simulated flue gas. The experiment was carried out in a fixed bed experimental system. The Hg<sup>0</sup> adsorption performance of RHGC was improved significantly after loading silver. Hg<sup>0 </sup>adsorption capacity and mercury inlet concentration were found to be nonlinear. The adsorption capacity of RHGC decreased with the increase of reaction temperature. SO<sub>2</sub> inhibited mercury removal, NO and HCl promoted mercury removal; the Hg<sup>0 </sup>adsorption capacity in the simulated flue gas was higher than that in pure N<sub>2</sub>. The silver-loaded rice husk gasification char (SRHGC) could be recycled for about five times without significantly losing its removal efficiency. The SRHGC will not only reduce the cost of mercury removal but also save energy and reduce environmental pollution, at the same time, it provides a new way for the resource utilization of RHGC.
DOI: 10.17632/24vt4rbpyx
title: GGG-PositioningSfMScale: Dataset for Testing Scaling and Uncertainty Propagation Through Camera Positioning Data

description: The proposed dataset can be used to test the precision of scaling SfM reconstructed objects using camera positioning data. In addition position uncertainty data from a DJI GPS RTK in X,Y and Z is added, so the propagation of uncertainty from the positioning sensor to the calculated scale can be calculated. The camera positions are also given with any uncertainty, so other types of position uncertainty can be used to test how the system will react with different uncertainty inputs. Images from two objects are given - an angel statue and a wind turbine blade. Images are taken in a semi-circle pattern around the object and a total of 19 images are taken from each object. The positions of the images are given in a separate file, while all the images contain EXIF data with the used camera parameters. All images are captured using Canon 5Ds DSLR camera. More information on how the scale and scale uncertainty can be calculated are present in the referenced paper.
DOI: 10.6084/m9.figshare.12715202.v1
title: gut microbiome patterns associated wieh somatostatin in patients undergoing pancreaticoduodenectomy:a prospective study

description: Postoperative pancreatic fistula (POPF) is a common and dreaded complication after pancreaticoduodenectomy (PD). The relationship between gut microbiome and POPF has yet to be established. This prospective study aims to analyze the influences of somatostatin on gut microbiome and to characterize the microbial alterations following POPF. 45 Patients were randomly divided into PD group and additional somatostatin therapy group. One fecal sample per patient was preoperatively collected to determine the baseline gut microbiome. Another fecal sample was obtained to observe longitudinal changes. After fecal collection, 50 samples of 25 patients were analyzed by 16S-rRNA gene sequencing. Somatostatin therapy was independent risk factor for affecting the occurrence of POPF and reduced diversity and richness of the gut microbiome. The abundance levels of certain bacteria in the gut microbiome have significantly changed after somatostatin therapy. This phenomenon was also found in patients with or without POPF. Based on the LEfSe analysis, Bifidobacterium and could be used as preoperative valuable biomarkers of somatostatin therapy. In addition, Ruminococcaceae and Akkermansia are microbial predictors to POPF. This prospective study identifies the influence of somatostatin on gut microbiome and discovers the significant biomarkers related to somatostatin and POPF. Our study suggests that gut microbiome may become a potential therapeutic target and diagnostic biomarker of POPF patients.
DOI: 10.6084/m9.figshare.28041059.v1
title: Stack Trace and Summary-Based

description: Stack Trace and Summary-Based Data
DOI: 10.17632/jjcckss4mn
title: Data and Code for 'Flattening the Curve: Pandemic-Induced Revaluation of Urban Real Estate'

description: Data and Code for 'Flattening the Curve: Pandemic-Induced Revaluation of Urban Real Estate'
DOI: 10.17632/wv8pw3kbxd
title: Estimated Soil Organic Carbon Stock Density of Indian Soils

description: Research Data for Estimating and Modelling the Vertical Distribution of Soil Organic Carbon Stock Density in India on the basis of SoilGrids V2.0 Estimates
DOI: 10.6084/m9.figshare.29108252.v1
title: <b>Good Corporate Governance in </b><b>Law No. 1 Year 2025 in the Prevention of Corruption Crime </b>

description: <i>Research shows there's a high levels of corruption in Indonesia's state-owned enterprises (SOEs), with 108 cases in the last five years causing significant state losses. Law No. 1/2025 (SOE Law No. 1/2025), specifically Article 9F, introduces the Business Judgment Rule (BJR) to protect directors from criminalization for legitimate business decisions, although it does not provide absolute immunity. Good Corporate Governance (GCG), which encompasses transparency, accountability, responsibility, independence and fairness, is essential to enhance stakeholder trust and prevent corruption. Balancing BJR and GCG ensures legal protection does not become impunity, as BJR alone is not enough to fight corruption. Effective governance and careful oversight are essential to promote SOEs with integrity and professionalism. Future research should conduct empirical studies with SOE stakeholders to explore the application of GCG and BJR and their integration</i>
DOI: 10.17632/h39dytfg2v
title: The relationship between social capital and self-rated health: A multilevel analysis based on a poverty alleviation program in the Philippines

description: Raw data of surveys conducted on Transform participants in 2016 from International Care Ministries (ICM).
DOI: 10.17632/m5hk6yb6p3
title: Data for: Formation of adenosine from adenine and ribose under conditions of repeated wetting and drying in the presence of clay minerals

description: The data are used for the investigation of the yield of beta-furanose adenosine. The chromatograms for the synthetic beta-furanose adenosine and to make the calibration curves are included and the chromatogram for tandem MS to confirm that the yield is beta-furanose adenosine are included, too.
DOI: 10.17632/n2v49z2vnp
title: Real life data for operating room scheduling problem

description: This data is captured from OR log in Gent UZ during May 2017. The data is in HTML Format. It starts with a visual description of the waiting list.  The rest of the data is encapsulated in the related object (e.g. patient, surgeon, ...). 
For validation dataset, we have created two different datasets containing 40 instances captured from the operating room log in 2021. Please find the related dataset below in the related link section. 
The information related to the MIP models, setting description, and experiments are reported in a paper, A study on policy decisions to embed flexibility for reactive recovery in the planning and scheduling in operating rooms, currently under revision Journal OMEGA