cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19923884.v1
title: Are legal professionals more knowledgeable than laypersons concerning eyewitness testimony factors? A survey of trial judges, prosecutors and laypeople.

description: The goal of the study was to investigate and compare the knowledge of selected eyewitness testimony factors of legal professionals (represented by experienced trial judges and prosecutors from the public prosecutor’s offices; N = 313) and laypersons (N = 400). Authors used vignette methodology - a questionnaire with 23 items - real-life scenarios embedded in a case-specific context and gathered demographical information about both samples
DOI: 10.17632/6wt7mny86n
title: Using Equity Markets to Infer Exposure to Trade Liberalization

description: Replication package for Greenland, Ion, Lopresti, and Schott (2024). Using Equity Market Reactions to Infer Exposure to Trade Liberalization.
DOI: 10.17632/b96v5hmfv6
title: COVID19FN

description: COVID19FN is a dataset that comprises of labelled news articles of misinformation spread during the Infodemic. It contains approximately 2800 news articles, real and fake, scraped from Poynter and other fact-checking sites. It also contains information such as source URL, publish date and origin country of the news article. Potential applications of this dataset would be to explore various research areas such as classification of intention, study of spatial and temporal features, and linguistic indications that can provide further insight and help mitigate its effect as much as possible.
DOI: 10.17632/jjtmkxrr9w
title: Data for: A comparison of chemical MSW compositional data between China and Denmark

description: The data file included the following datasets: (1)The fractional waste compositions of MSW in 18 Chinese cities, 9 developed countries and 12 developing countries. (2)The chemical characteristics of individual waste fractions in China and Denmark. (3)Organic element and ash content of food waste fractions in 5 countries summarized from literature.
DOI: 10.26188/5da5552ee9ccf
title: EPiC database - High-density polyethylene (HDPE) pipe

description: This material is part of the free Environmental Performance in Construction (EPiC) Database. The EPiC Database contains embodied environmental flow coefficients for 250+ construction materials using a comprehensive hybrid life cycle inventory approach.<br><br>Polyethylene (PE) is the most common plastic and is a thermoplastic polymer. It has low strength and rigidity but high impact strength and ductility and low friction. It is highly waterproof.<br><br>PE is produced by polymerising ethylene monomers using different catalysts (typically metal chlorides or metal oxides). Different densities can be obtained with different properties. Multiple additives are also used to obtain different grades and properties of PE. PE is thermoformed into moulds or extruded.<br><br>High-density polyethylene (HDPE) has improved strength and durability. HDPE pipes are usually used for high pressure systems and are typically larger than LDPE pipes.
DOI: 10.6084/m9.figshare.12040134.v2
title: RNAseq data

description: Mice with cardiomyocyte-specific knockout of Fth gene were generated. Whole-genome gene expression analysis was performed using heart tissues obtained from normal diet-fed and high-iron diet-fed control and KO mice (n=3 per group). Total RNA was extracted using Trizol, and cDNA samples were sequenced using a HiSeq3000 sequencing system. The reference Mus musculus genome and gene information were downloaded from the National Center for Biotechnology Information (NCBI) database. Raw reads were filtered to produce high-quality clean data from which all subsequent analyses were performed.
DOI: 10.6084/m9.figshare.14628474.v1
title: Smoking 2.sav

description: Through a case-control study, 160 infertile couples were recruited from in-vitro fertilization centres in Gaza Strip. Correspondingly, another 160 fertile couples were selected from governmental clinics and residentially matched with cases. Probable stratified random technique for 2017/2018 patient’s registries was performed. Both cases and controls were interviewed with a self-constructed questionnaire. Descriptive analysis, logistic regression and Cochran-Mantel-Haenszel test were deployed statistically with a significant level set on <i>P</i>=0.05.
DOI: 10.6084/m9.figshare.19005092.v1
title: it_vacancy_data

description: The dataset represents job advertisements obtained from HeadHunter online hiring platform (collected with open API https://dev.hh.ru/) for specialists in Information Technologies (in accordance with classifier https://github.com/hhru/api/blob/master/docs_eng/specializations.md). Description of main fields for vacancies is available via link https://github.com/hhru/api/blob/master/docs_eng/vacancies.md.<br>Fields:<br>1. <i>vacid</i> - id of vacancy in processed dataset (int);2. <i>id</i> - vacancy ID corresponding to HeadHunter platform (int);3. <i>name</i> - job position name (string)4. <i>specializations.id</i> - the list of professional specializations of the vacancy according to HeadHunter classifier (string, separated with pipe(s));5. <i>area.id </i>- the region (city) of the vacancy according to HeadHunter classifier (int);6. <i>published_at </i>- the data of vacancy publishing (date in YYYY-MM-DD format);7. <i>key_skills</i> - the list of skills introduced in the vacancy (string, separated with pipe(s)).<br>
DOI: 10.6084/m9.figshare.20254305.v1
title: Presence and followers of news media on social media platforms

description: Appendix to "Mind the Gap! Journalism on Social Media and News Consumption among Young Audiences" (International Journal of Communication). Data collection: October 2021.
DOI: 10.6084/m9.figshare.25532869.v2
title: Preprocessed CPSC Data

description: <pre><pre>This dataset is a preprocessed version of the CPSC 2018 dataset, which contains 6877 ECG recordings. We preprocessed the dataset by resampling the ECG signals to 250 Hz and equalizing the ECG signal length to 60 seconds, <br>yielding a signal length of T=15,000 data points per recording.For the hyperparameter study, we employed a fixed train-valid-test split with ratio 60-20-20, while for the final evaluations, including the comparison with the state-of-the-art methods and ablation studies, we used a 10-fold cross-validation strategy.<br><br>The raw CPSC 2018 dataset can be downloaded from the website of the <br>PhysioNet/Computing in Cardiology Challenge 2020.<br>(License: Creative Commons Attribution 4.0 International Public License).</pre></pre><br>
DOI: 10.17632/66vmxc5dxb
title: Comprehensive Assessment of Health Risks Associated with Gram-Negative Bacterial Contamination on Healthcare Per-sonnel Gowns in Clinical Settings

description: Data set
DOI: 10.17632/z96f2922by
title: Behavioral Risk Factor Surveillance System (BRFSS) 2019-2021

description: This data is collected from the US 50 states and territories in partnership with the Centers for Disease Control and Prevention annually to gather information on use of preventive care measures, health behavior, and chronic diseases. Three-year data from 2019-2021 were used.
DOI: 10.6084/m9.figshare.12024375.v2
title: Snapshotted Networks - Gephi file

description: This is a .gexf graph file that contains monthly snapshots of the network of far-right on Telegram over a period from March 2019 to February 2020<br>
DOI: 10.6084/m9.figshare.16621669.v2
title: Language-agnostic Website Embedding and Classification (Curlie dataset)

description: <strong>Dataset moved to: https://figshare.com/articles/dataset/Curlie_Dataset_-_Language-agnostic_Website_Embedding_and_Classification/19406693</strong>
DOI: 10.6084/m9.figshare.20250969.v1
title: 6_year_anand-vihar_dadri.xlsx

description: This data was collected using the sensing system developed to monitor and analyze the AQI levels in highly polluted and relatively less polluted suburban areas of Delhi.
DOI: 10.6084/m9.figshare.23585247.v4
title: Ellobium chinense Genome assembly and annotation

description: Assembled genome sequence of Ellobium chinense.
DOI: 10.6084/m9.figshare.24588975.v1
title: Turkish strain Colorado potato beetle transcriptome

description: The transcriptome of turkish strain Colorado potato beetle
DOI: 10.6084/m9.figshare.28783040.v1
title: Geometric Scale Contrast (κ) Predicts Hubble Tension and Dark Matter Phenomena

description: Scale Contrast (κ) Theory, a geometric framework that eliminates dark matter as an explanatory construct
DOI: 10.6084/m9.figshare.7699910.v3
title: 2DMatPedia, An open computational database of two-dimensional materials from top-down and bottom-up approaches

description: We present a large dataset of 2D materials, with more than 6,000 monolayer structures, obtained from both top-down and bottom-up discovery procedures. First, we screened all bulk materials in the database of Materials Project for layered structures by a topology-based algorithm and theoretically exfoliate them into monolayers. Then, we generated new 2D materials by chemical substitution of elements in known 2D materials by others from the same group in the periodic table. The structural, electronic and energetic properties of these 2D materials are consistently calculated, to provide a starting point for further material screening, data mining, data analysis and artificial intelligence applications.
DOI: 10.17632/rnkczyppy4
title: A Prospective Randomized Trial of Microneedle Radiofrequency Combined with Low-dose Isotretinoin vs. Isotretinoin Alone for Acne Vulgaris Treatment

description: Trial Design
This randomized, prospective, evaluator-blinded clinical trial evaluating the efficacy and safety of micro-needle radiofrequency (MRF) combined with low-dose isotretinoin (10 mg/d, qd, for 8 weeks) in treating acne.
Methods
Patients were randomized 1:1 to receive either MRF plus isotretinoin or isotretinoin alone. MRF was administered once every 4 weeks (total 3 sessions).Primary outcome: At week 20, total skin lesion clearance rate exceeds 80%, and total ECCA acne scar score reduces by ≥10 points from baseline. Evaluate efficacy trends and safety in two groups, and analyze skin microbiota changes via metagenomic next-generation sequencing (mNGS).
Results
Among the 18 patients completing the study (9 per group), the treatment group showed significantly superior efficacy compared to the control group. At week 20, the skin lesion clearance rate in the treatment group reached 93.02%, with a 35 point reduction in total ECCA scar score. Microbiota analysis revealed increased biodiversity in both groups post-treatment, with the treatment group showing significantly reduced metabolic pathways compared to the control group.
Conclusions
Combining MRF with low-dose isotretinoin is effective and safe, providing rapid and sustained improvement in acne. Enhanced efficacy may be due to skin microbiota modulation, offering insights into therapeutic mechanisms.(clinicaltrials.gov: NCT06378983)
DOI: 10.6084/m9.figshare.24217266.v1
title: Supplemental Material - Intraspecific variation in seed size is mediated by seed dispersal modes and animal dispersers – evidence from a global scale dataset

description: The coefficient of variation (CV) in seed mass of 691 plant species
DOI: 10.17632/f4jtbzwpyh
title: Data for: Being liked or not being liked: A study on social-media exclusion in a preadolescent population
DOI: 10.6084/m9.figshare.14865123.v1
title: CimbicidaeSizeDiscreteMatrix.txt

description: Discrete morphological characters potentially correlated with mimicry patterns in Cimbicidae
DOI: 10.6084/m9.figshare.21581280.v1
title: Test dataset for MacSyFinder (v2) and expected output files

description: We present here a sample of a genomic dataset, to test MacSyFinder on it (the complete sequence of <em>Vibrio cholerae </em>O1 biovar El Tor str. N16961 chromosome I), along with the expected output files (on the form of compressed folders). <br> The chromosome to annotate is presented as a multi-FASTA file of the proteins ordered as the genes encoding them. An annotation of the protein secretion systems and appendages was run on the genome, using the macsyfinder set of models ("macsy-model") TXSScan, V1.1.1 in the case of these examples. There are two output files offered, the one expected with the "ordered" genome mode of annotation, and the other with the "unordered" mode of genome annotation. The following command lines were used to obtain the output files: <br> First, the genome is downloaded From the present page. Second, the MacSyFinder program is installed. Have a look here for procedure: https://github.com/gem-pasteur/macsyfinder Third, the TXSScan models for annotation of secretion systems are installed. The command line is the following: <br> <em>&gt; macsydata install TXSScan</em> # Install the latest version of TXSScan <br> Finally, MacSyFinder is run on the genome, here using 8 workers for the HMM search ("-w 8" option): In "ordered" mode: <em>&gt; macsyfinder --sequence-db VICH001.B.00001.C001.fasta -o macsyfinder_TXSScan_VICH001_ordered --models TXSScan all --db-type ordered_replicon -w 8</em> # specified output folder: macsyfinder_TXSScan_VICH001_ordered <br> In "unordered" mode: <em>&gt; macsyfinder --sequence-db VICH001.B.00001.C001.fasta -o macsyfinder_TXSScan_VICH001_unordered --models TXSScan all --db-type unordered -w 8</em> # specified output folder: macsyfinder_TXSScan_VICH001_unordered The documentation on the generated output files Can be consulted here. <br>
DOI: 10.6084/m9.figshare.23662563.v1
title: TA - grids

description: Mat files with EMG signals recorded with four grids of 64 surface electrodes and edited motor unit pulse trains.
DOI: 10.6084/m9.figshare.29109173.v1
title: CTCF_diff_1

description: NU1 cells Chipseq data
DOI: 10.6084/m9.figshare.5554615.v1
title: Experiment HaLT-SubjectI-160609-6States

description: Experiment in which subject performed 6 imageries of left and right hand motion, left and right leg motion, tongue motion, and a passive state.
DOI: 10.6084/m9.figshare.6741425.v7
title: COCI N-Triples dataset of all the citation data

description: This dataset contains all the citation data (in N-Triples format) included in COCI, released on 4 July 2020. In particular, any citation in the dataset, defined as an individual of the class <i>cito:Citation</i>, includes the following information:<b>[citation IRI]</b> the Open Citation Identifier (OCI) for the citation, defined in the final part of the URL identifying the citation (https://w3id.org/oc/index/coci/ci/[OCI]);<b>[property "cito:hasCitingEntity"]</b> the citing entity identified by its DOI URL (http://dx.doi.org/[DOI]);<b>[property "cito:hasCitedEntity"]</b> the cited entity identified by its DOI URL (http://dx.doi.org/[DOI]);<b>[property "cito:hasCitationCreationDate"]</b> the creation date of the citation (i.e. the publication date of the citing entity);<b>[property "cito:hasCitationTimeSpan"]</b> the time span of the citation (i.e. the interval between the publication date of the cited entity and the publication date of the citing entity);<b>[type "cito:JournalSelfCitation"]</b> it records whether the citation is a journal self-citations (i.e. the citing and the cited entities are published in the same journal);<b>[type "cito:AuthorSelfCitation"]</b> it records whether the citation is an author self-citation (i.e. the citing and the cited entities have at least one author in common).This version of the dataset contains:<br>721,655,392 citations;58,876,621 bibliographic resources.The size of the zipped archive is 36 GB, while the size of the unzipped N-Triples file is 767 GB.<br>Additional information about COCI can be retrieved in the official webpage and in the introductory blog post in the OpenCitations blog.<br>
DOI: 10.6084/m9.figshare.7965020.v1
title: Raw data for each participant

description: This data includes the individual test results (written and practical) for each critical area
DOI: 10.6084/m9.figshare.1196041.v6
title: Insect population characteristics within Danby Woods grasslands and woodlot

description: Data were recorded in the Danby Woods area on the York University Keele Campus. Sampling consisted of randomly placing 1 by 1 metre quadrats in highly disturbed grassland and woodlot environments and observing insect life over a one minute time interval per quadrat. Parameters investigated included total abundance, recognizable taxonomic units, recognizable taxonomic unit abundance and richness. A single observer was used per quadrat to minimize the probability of counting the same organism more than once. Ten samples were taken from both grassland and woodlot environments. Since no live samples were taken and given the high motility of the insects, recognizable taxonomic units were used to identify and group organisms instead of species.
DOI: 10.6084/m9.figshare.12546368.v1
title: Indoor heat measurement data from low-income households in rural and urban South Asia

description: This file-set contains data on indoor and outdoor temperature measurements in five-study sites in the South Asian region. Two study sites focus on the rural part; Yavatmal and Jalna (Maharashtra, India) while Dhaka (Bangladesh), Delhi (India) and Faisalabad (Pakistan) focus on urban heat exposure.<br>The fileset consists of a total of <b>15 .csv</b> files. These are: <b>Faisalabad AWS Data.csv</b><b>Jalna AWS Data.csv</b><b>Yavatmal AWS Data.csv</b><b>Delhi AWS Data.csv</b><b>Dhaka AWS Data.csv</b><b>Yavatmal Indoor Data.csv</b><b>Delhi Indoor Data.csv</b><b>Dhaka Indoor Data.csv</b><b>Faisalabad Indoor Data.csv</b><b>Jalna Indoor Data.csv</b><b>Jalna Housing Structure Data.csv</b><b>Yavatmal Housing Structure Data.csv</b><b>Delhi Housing Structure Data.csv</b><b>Dhaka Housing Structure Data.csv</b><b>Faisalabad Housing Structure Data.csv</b><br>Additionally, four.doc files and one PDF file are included. <b>Informed Consent Form – WOTR.doc</b> is the informed consent form. The data file <b>Data Supplement.doc (as a readme file)</b>, contains tables explaining all the variables in the .csv files. README FILE 1- Housing Roofing Structure data, README FILE 2- Indoor Data Loggers, README FILE 3 - AWS Urban-Rural Area and README FILE 4 -Davis Installation Manual (PDF file)<br>Outdoor observations (air temperature, humidity, wind speed, and solar radiation) based on the Automated Weather Station (AWS), are contained in the 5 AWS .csv files.Indoor temperature measurements are contained in the 5 Indoor Data .csv files.Data on housing structure are contained in the 5 Housing Structure Data .csv files.<br><b>Study aims and methodology:</b> Rising temperatures have been causing distress across the world, but for those most vulnerable, it is a silent killer. Information about indoor air temperatures in residential buildings is of interest for a range of reasons, such as the health, indoor comfort of dwellers and coping practices. But to date, there have been only a few long-term studies that measure and characterize indoor air temperatures in a rural area.<br>Here, the authors have created a dataset on indoor and outdoor temperatures across rural and urban locations. The indoor and outdoor temperature and humidity measurements were taken in five study locations. Indoor and outdoor temperature measurements were carried out in Yavatmal and Jalna (Maharashtra, India), Delhi (India), Dhaka (Bangladesh) and Faisalabad (Pakistan). Two study sites focused on the rural areas: Yavatmal and Jalna (Maharashtra, India), while Delhi, Dhaka and Faisalabad focused on urban heat exposure.<br>These measurements were used to determine indoor heat exposure in different types of rural and urban settlements. This helped to understand indoor temperature variations in different types of housings across different geographic locations in urban South Asia and for India specifically, provide a rural-urban context.<br>For details on the methodology, please read the related article.
DOI: 10.6084/m9.figshare.19121846.v1
title: Supplementary Material for: A Smarter Way to Use Your Smartphone: An Intervention to Limit Smartphone-Related Distractions Reduces Hyperactivity but Not Inattention Symptoms

description: <b><i>Introduction:</i></b> Smartphones are often helpful in our everyday lives. Yet, they also tend to interrupt us during other activities. It has been argued that such distractions contribute to <i>attention-deficit/hyperactivity disorder</i>-like symptoms. However, since there are mostly correlational studies, the causal nature of this relationship is unclear. Our aim was to test whether reducing smartphone-related distractions might have a beneficial effect on inattention and hyperactive symptoms. <b><i>Methods:</i></b> We conducted a 1-week field experiment with 37 healthy undergraduates and quasi-randomly assigned them to an intervention or control group (CG). The intervention group was given theory-based specific instructions that aimed at reducing smartphone-related distractions, whereas the CG received no intervention. The outcomes of interest were inattention level, hyperactive symptoms, and working memory accuracy. <b><i>Results:</i></b> Compared to those in the control condition, participants who limited their smartphone use showed considerable reductions in hyperactive symptoms after 1 week – particularly those who displayed high problematic smartphone use. However, there were no group differences regarding inattention symptoms and working memory accuracy. <b><i>Discussion:</i></b> The results give a first hint that strategically reducing smartphone-related distractions via specific but simple use modifications can mitigate hyperactive symptoms. Especially people with problematic smartphone use seem to profit from such an intervention. Remaining questions and directions are discussed.
DOI: 10.6084/m9.figshare.23514447.v3
title: <b> A deep learning-based Parkinson's disease classification using fused images</b>

description: The Pyramid channel-based feature attention network (PCFAN) chooses the critical features. The efficiency of the approaches is tested using the PPMI and NTUA datasets. Our proposed approach obtains 99.34% accuracy, 98.53% sensitivity, 97.78% specificity, and 99.12% F-Score compared to previous methods.