cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/md36vfccyr
title: Replication data for The Effect of Low-skilled Immigration on Local Productivity and Amenities: Learning from the South Korean Experience

description: Replication folder including data and code for The Effect of Low-skilled Immigration on Local Productivity and Amenities: Learning from the South Korean Experience
DOI: 10.17632/rs6jnrjfsx
title: A Labelled Dataset for Sentiment Analysis of Videos on YouTube, TikTok, and other sources about the 2024 Outbreak of Measles

description: Please cite the following paper when using this dataset:

N. Thakur, V. Su, M. Shao, K. Patel, H. Jeong, V. Knieling, and A.Bian “A labelled dataset for sentiment analysis of videos on YouTube, TikTok, and other sources about the 2024 outbreak of measles,” arXiv [cs.CY], 2024. Available: https://doi.org/10.48550/arXiv.2406.07693

Abstract

This dataset contains the data of 4011 videos about the ongoing outbreak of measles published on 264 websites on the internet between January 1, 2024, and May 31, 2024. These websites primarily include YouTube and TikTok, which account for 48.6% and 15.2% of the videos, respectively. The remainder of the websites include Instagram and Facebook as well as the websites of various global and local news organizations. For each of these videos, the URL of the video, title of the post, description of the post, and the date of publication of the video are presented as separate attributes in the dataset. After developing this dataset, sentiment analysis (using VADER), subjectivity analysis (using TextBlob), and fine-grain sentiment analysis (using DistilRoBERTa-base) of the video titles and video descriptions were performed. This included classifying each video title and video description into (i) one of the sentiment classes i.e. positive, negative, or neutral, (ii) one of the subjectivity classes i.e. highly opinionated, neutral opinionated, or least opinionated, and (iii) one of the fine-grain sentiment classes i.e. fear, surprise, joy, sadness, anger, disgust, or neutral. These results are presented as separate attributes in the dataset for the training and testing of machine learning algorithms for performing sentiment analysis or subjectivity analysis in this field as well as for other applications. The paper associated with this dataset (please see the above-mentioned citation) also presents a list of open research questions that may be investigated using this dataset.
DOI: 10.6084/m9.figshare.19108391.v1
title: LVD_v1_95-70.fna

description: <b>Ecological and evolutionary response of soil viral communities to land use changes</b>
DOI: 10.6084/m9.figshare.21207836.v1
title: Dataset of "Vegetation cover estimation in semi-arid shrublands after pre-scribed burning. Field-ground and UAV comparison"

description: This dataset belongs to the experiment carried out in Sierra Filabres (Almería) to explore the effects of prescribed burns and pyric herbiroy on Mediterranean shrubland communities. <br> This dataset contains data relative to the comparison between the estimation of plant coverage using a multispectral camera on a Remotely Piloted Aircraft System (RPAS), and the plant coverage estimated using ground-truth methods (traditional way). The dataset includes the total coverage for 96 plots within two areas (two treatments) usging the RPAS and using the traditional method. For each of the 96 several fields are included: date: date of the field and RPAS measures quadrat_name: id of the quadrat. cover_type_infoca: an internal classification of the covert type (not used) plant_coverage_field: the estimated plant coverage by traditional methods. plant_coverage_rpas: the estimated plant coverage by RPAS. shannon: the Shannon-Wiener index (plant diversity) richness: number of total plant species per quadrat slope: the terrain slope (in percentage) treatment: the treatmen where the plots were set. cover_type: the cover type considered in the study. This experiment belong to the LivingLabs developed in this area to explore the role of pastoralism in the conservation of the biodiversity. <br>
DOI: 10.6084/m9.figshare.22317658.v2
title: Dataset : A systematic investigation of detectors for low signal-to-noise ratio EMG signals

description: The simulated surface EMG data using the three models(Gaussian, Laplacian and Biophysical model) that was used for evaluating the performance of different EMG detecion algorithm is provided here. Both the validation dataset and Training dataset is provided here.
DOI: 10.6084/m9.figshare.28831796.v1
title: Chess.xlsx

description: This paper presents an experiment involving fourth grade (10-11 years old) students, in two experimental groups. The purpose of this study was to examine the effect of chess training on the academic level among elementary school children in a rural school. The sample of 30 pupils with an intervention group undergoing chess training and a control group. Statistical tests were carried out to examine whether the performance of students has improved after the chess intervention. The results of the paired samples t-test analysis showed significant improvement in academic performances of students after a month of chess training
DOI: 10.6084/m9.figshare.29097812.v1
title: Fe and As K-edge XAS data

description: Aging of disordered mackinawite (FeSm) and its impact on arsenic sorption; raw Fe and As K-edge XAS data
DOI: 10.6084/m9.figshare.8215787.v1
title: Analyses code Q2.html from Unravelling the gender productivity gap in science: a meta-analytical review

description: HTML and R versions of the codes used for the analyses.
DOI: 10.17632/crbkr5xnvd
title: Data for: Substantially enhanced varistor properties and dielectric response in (Zn2+, Sn4+) co-doped CaCu3Ti4O12 ceramics

description: Raw data for all figures in this paper.
DOI: 10.17632/w4tg9kw2sf
title: Data for: Development of a Small-Scale Test Facility for Effectiveness Evaluation of Fixed-Bed Regenerators

description: Test data from an experiment on fixed bed regenerator for HVAC applications. The exchanger physical properties and geometry details are explained in manuscript.
DOI: 10.6084/m9.figshare.24760221.v1
title: Yeast Fermentation Images

description: <i>Mitochondria were fluorescently tagged using COX4-GFP. The endoplasmic reticulum was marked using SS-mCherry-HDEL.</i>
DOI: 10.6084/m9.figshare.28639472.v1
title: Supplementary Material for: Two cases of scabies located exclusively on a toenail: case report

description: Introduction: Nail involvement in patients with crusted scabies is well known. It is characterized clinically by subungual hyperkeratosis and onycholysis. “Classical” scabies involving the nails was rarely reported. Case Presentations: We describe two patients with classical scabies located exclusively on a toenail. In the first patient, the complete disappearance of the nail plate was observed. In the second patient, a thick, greysh-brown, nail plate, surrounded by scales, was observed. Both patients were successfully treated with permethrin and ivermectin. Discussion: A possible explanation about the fact that scabies remained limited to only one toenail is suggested.
DOI: 10.17632/36n82m2w3w
title: Grid and User-optimized Planning of Charging Processes of an Electric Vehicle Fleet Using a Quantitative Optimization Model: Datasets

description: Title: Grid and User-optimized Planning of Charging Processes of an Electric Vehicle Fleet Using a Quantitative Optimization Model: Datasets Version: 1.0 Date of Release: 05.03.2021 Identifier: doi:10.17632/36n82m2w3w.1 Permalink: http://dx.doi.org/10.17632/36n82m2w3w.1 Associated publication: [In progress] Grid and User-optimized Planning of Charging Processes of an Electric Vehicle Fleet Using a Quantitative Optimization Model Suggested citation: Please reference the associated publication above when using any datasets or materials described in Mendeley Data. Contact information: Fynn Welzel, Institute for Operations Research and Information Systems, Hamburg University of Technology, Hamburg, Germany, fynn.welzel@tuhh.de Dates of data collection: 2017/01 - 2019/12 Geographic location: Berlin and Bremen, Germany. This directory contains the following datasets: - Solar radiation profiles from HTW Berlin, Germany (see reference below) - Building load profiles from Fraunhofer Institute for Manufacturing Technology and Advanced Materials IFAM, Bremen, Germany Detailed description of the data: # Solar radiation profiles in file "radiationData_htw_Berlin_0-0_35-0_0-2.txt": Radiation data in custom format (described in the file itself) to model the generated photovoltaic power. The radiation data on the horizontal plane was obtained from HTW Berlin (reference below) and converted to a south orientation and with a module inclination of 35° with the help of an algorithm from Volker Quaschning (see reference below). We refer to the publication for detailed information on how this data is used to model the photovoltaic plant. The obtained and converted data is stored in this dataset to ensure long-term access. From this dataset, the following days were selected for the cases defined in the publication: ## Clear summer day: 2017-06-02 ## Cloudy summer day: 2017-08-12 ## Clear winter day: 2017-01-17 ## Cloudy winter day: 2017-02-01 # Building load profiles in the following files: ## 2019-01-21_for_winter_days.csv: Contains the scaled building load profile on 2019-01-21, used for both winter days. ## 2019-06-12_for_summer_days.csv: Contains the scaled building load profile on 2019-06-12, used for both summer days. This data is measured, formatted and provided by Fraunhofer Institute for Manufacturing Technology and Advanced Materials IFAM. The power column represents the scaled power in [kW] the building draws from the node in each of the used time intervals. This power is scaled according to the assumed number of employees working in the building as described in the publication. As one day is divided into 96 time intervals with a length of 15 minutes each, these files contain 96 lines of data with the first interval (t=0) beginning in the first line.
DOI: 10.17632/x25zzdptrh
title: Transcriptome data of the endophytic fungus (CHS3)

description: We co-cultured endophytic fungus (CHS3) with the Bupleurum scorzonerifolium Willd.   suspension cells (BSS cells).    Then the Illumina HiSeq 2500 was performed to detect the transcriptome of the CHS3 before and after co-culture. Trinity was used with min_kmer_cov set to 2 by default and all other parameters set to defaults to mix and concatenate the valid data of the samples.    Poly-N and low-quality reads were removed to get clean data Unigene.
DOI: 10.6084/m9.figshare.24769677.v6
title: Data and code for <i>Evolution of compound eye morphology underlies differences in vision between closely related </i><i>Drosophila</i><i> species</i>

description: Morphological measurements for Figures 1 and 2 can be found in Fig. 1 morphological measurements.xlsx, Fig. 2 morphometric analysis.tps and Fig. 2 synchrotron analysis.xlsx. For generating the results and plots from Figures 3 and 4, unzip each zip file and refer to the README.md file in each subdirectory for further instructions.The finalized figures and table used in the manuscript can be found in figs_and_table.zip.<br>
DOI: 10.6084/m9.figshare.27958836.v1
title: Differing genetics of saline and cocaine self administration in the hybrid mouse diversity panel

description: To identify genes involved in regulating the behavioral and brain transcriptomic response to the potentially addictive drug cocaine, we performed genome-wide association studies (GWASs) for intravenous self-administration of cocaine or saline (as a control) over 10 days using a panel of inbred and recombinant inbred mice. A linear mixed model increased statistical power for these longitudinal data and identified 145 loci for responding when saline only was delivered, compared to 17 for the corresponding cocaine GWAS. Only one locus overlapped. Transcriptome-wide association studies (TWASs) using RNA-Seq data from the medial frontal cortex and nucleus accumbens identified <i>5031434O11Rik</i>and <i>Zfp60</i> as significant for saline self-administration. Two other genes, <i>Myh4</i> and <i>Npc1</i>, were nominated based on proximity to loci for multiple endpoints or a <i>cis</i> locus regulating expression. All four genes have previously been implicated in locomotor activity. Our results indicate distinct genetic bases for saline and cocaine self-administration, and suggest some common genes for saline self-administration and locomotor activity.
DOI: 10.6084/m9.figshare.28609109.v1
title: ISPASS 2025 paper repository

description: This paper argues for equal-work or equal-time harmonic mean speedup, not geomean speedup, to report average speedup numbers across a set of benchmarks when reporting computer system performance.
DOI: 10.6084/m9.figshare.8850662.v1
title: Detached fibril fraction vs displacement and crack type data from Statistical properties of defect-dependent detachment strength in bioinspired dry adhesives

description: Dry adhesives using surface microstructures inspired by climbing animals have been recognized for their potentially novel capabilities, with relevance to a range of applications including pick-and-place handling. Past work has suggested that performance may be strongly dependent on variability in the critical defect size among fibrillar sub-contacts. However, it has not been directly verified that the resulting adhesive strength distribution is well described by the statistical theory of fracture used. Using <i>in situ</i> contact visualization, we characterize adhesive strength on a fibril-by-fibril basis for a synthetic fibrillar adhesive. Two distinct detachment mechanisms are observed. The fundamental, design-dependent mechanism involves defect propagation from within the contact. The secondary mechanism involves defect propagation from fabrication imperfections at the perimeter. The existence of two defect populations complicates characterization of the statistical properties. This is addressed by using the mean order ranking method to isolate the fundamental mechanism. The statistical properties obtained are subsequently used within a bimodal framework, allowing description of the secondary mechanism. Implications for performance are discussed, including the improvement of strength associated with elimination of fabrication imperfections. This statistical analysis of defect-dependent detachment represents a more complete approach to the characterization of fibrillar adhesives, offering new insight for design and fabrication.
DOI: 10.17632/fg5y5bpg43
title: Prothesis EMG Data

description: Dataset de prueba
DOI: 10.17632/pz7wh5pw56
title: SPHDB_23

description: SPHDB contains 23 24-hour ambulatory ECG recordings, all from patients 
with paroxysmal AF. The age range of the database was between 58 and 80 years old, 
with a male to female ratio of approximately 1:1. All recordings were collected by a 
12-lead holter dynamic ECG monitor with sampling frequency of 200 HZ. Each record 
was annotated by clinical experts, and the annotated data were divided into AF 
fragments and non-AF fragments. The protocol was approved by the Ethics Committee 
of Shandong Provincial Hospital
DOI: 10.6084/m9.figshare.1332499.v1
title: Iris Stability Dataset - Visit 1

description: Dataset for Iris Stability Scores - Visit 1
DOI: 10.6084/m9.figshare.18599192.v1
title: CNP ratios_Arabian Sea_Winter monsoon.xlsx

description: One dataset provides environmental parameters, dissolved oxygen (DO) and elemental concentrations and C:N, N:P, C:P ratios in particulate organic matter (POM), dissolved organic matter (DOM) and in dissolved inorganic matter (DIM) pools from surface to 3000 m in the Arabian Sea during the winter monsoon. Picoplankton (<i>Prochlorococcus </i>and <i>Synechococcus</i>) data are included in a separate dataset.
DOI: 10.6084/m9.figshare.23577831.v1
title: Calculation File Uploaded-AAJ_JS-14741.xlsx

description: Data contains 2022 world population data publised by the UN DESA for six most populous countries of the world. File also contains the analysis of decomposition of demographic indicators on population growth.
DOI: 10.6084/m9.figshare.28457807.v1
title: Genome Assembly and annotation of <i>Oryza longistaminata</i>

description: Genome assembly using HiFiasm and Oatk and annotation using EVMs based on RNA-seq, proteins and ab inito prediction.
DOI: 10.6084/m9.figshare.9913808.v6
title: MUSGONET Prokaryotes

description: raw 16s dataset first published in the manuscript https://www.science.org/doi/10.1126/sciadv.abg5809,Also dataset associated with https://www.nature.com/articles/s41561-023-01170-x, https://onlinelibrary.wiley.com/doi/full/10.1111/gcb.17295, among other studies.
DOI: 10.17632/8m3hgxjrkp
title: XIAP_hplc
DOI: 10.17632/dv2pc7hhp3
title: Data for: A role of CuO sintering additive on the sinterability of Ba-based perovskite electrolytes for protonic ceramic electrochemical cell applications

description: This dataset represents the raw data used for the interpretation and analysis of the experimental results presented in our research paper 'A role of CuO sintering additive on the sinterability of Ba-based perovskite electrolytes for protonic ceramic electrochemical cell applications'.
DOI: 10.6084/m9.figshare.2060046.v2
title: Tweets with Emoticons in Weibo: Ambivalent Expression

description: Weibo tweets with emoticons used in PloS ONE paper 'Emoticon-based Ambivalent Expression: A Hidden Indicator for Unusual Behaviors in Weibo'. More details can be found in the README file.
DOI: 10.6084/m9.figshare.28269869.v1
title: Obestatin induces depressive-like behavior in the forced swimming test in miceObestatin induces depressive-like behavior in the forced swimming test in miceObestatin

description: Obestatin is a preproghrelin gene-derived peptide isolated first from the rat stomach and identified as anorexigenic peptide ghrelin antagonist, reducing food intake and body weight gain. Since its discovery, multiple functions of this peptide have been revealed, including glucose metabolism, cardiac function, sleep, thirst, and neuronal survival among others. In the present study, we investigated the effect of the acute intracerebroventricular obestatin injection in the forced swimming test (FST), and on the Corticotropin-Releasing Hormone (CRH) and arginine vasopressin (AVP) gene expression in the amygdala and hypothalamus. Male, CFLP mice were used in the experiments and were treated with different doses of obestatin (0.5–1-1.5 μg/2 μl aCSF) and tested in the FST. Other groups of animals received pretreatment with the ghrelin receptor antagonist [D-Lys3]-growth hormone releasing peptide-6 ([D-Lys3] GHRP-6 or the CRH type 1 receptor antagonist antalarmin. According to our results, obestatin, in a dose of 1 µg increased the immobility time in the FST and decreased the swimming time indicating a depression-like behavior. Pretreatment with antalarmin or with the ghrelin receptor antagonist reversed the depression-like effects, by decreasing immobility time and increasing swimming time. Gene expression of <i>Avp</i> and <i>Crh</i> were upregulated after central obestatin administration in the amygdala. The presented results showing the depression-like behavior of obestatin, correlate with our previous studies indicating the anxiogenic-like effect of this peptide. The depressive-like effects might be mediated through multiple mechanisms, involving HPA axis activation, ghrelin signaling and AVP release, all of which merit further thorough investigations.
DOI: 10.6084/m9.figshare.28303880.v1
title: TBI RNAseq data tables

description: A description of each tab of the file is below-<b>Stats</b>- Each sample and the aggregated data from all other tabs. At the bottom are statistical values for each comparison.<b>Gencode45</b>- The transcripts per million matrix from Salmon alignment for each sample and every transcript.<b>Sig Transcripts</b>- The list of all transcripts that had statistical significance in each of the four comparisons (A-D). <b>STRING-based</b>- STRING-based gene ontology enrichment terms for the sig transcripts in the four comparisons.<b>CIBERSORTx</b>- Normalized abundance values for each cell type deconvolution of each sample.<b>KRAKEN2_level</b>- The number of reads in each sample that align uniquely to each species annotation. In brackets on the number of paired-end reads that align, such that a 1 only one end of alignment returned reads and a 2 both ends had alignments to the species.<b>MIXCR</b>- The unique amino acid sequences of each chain and the times the sequence is detected in each sample.<b>Heatmap</b>- The raw values used to generate the heatmap within the paper.
DOI: 10.6084/m9.figshare.28916189.v1
title: Supplemental Table S1.docx

description: Supplementary Table1. Scoring criteria for vascular health index.
DOI: 10.6084/m9.figshare.7946438.v1
title: Factor_RV

description: Ridge-RV estimates of Market, Size, Value, Investment, Profitability, and Momentum Factor. Calculation according to Becker and Leschinski (2018). <i>Estimating the Volatility of Asset Pricing Factors</i>. No. dp-631. Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät<br>
DOI: 10.60893/figshare.apl.28824083.v1
title: Supplementary Information

description: Supplementary Information containing additional data and figures
DOI: 10.17632/6sk5r3cghp
title: Data for: Oil shocks and financial systemic stress: International evidence

description: Data and code for Oil shocks and financial systemic stress: International evidence
DOI: 10.17632/dd22358yn4
title: Vocational education data for publication

description: Data for publication in vocational of journal
DOI: 10.6084/m9.figshare.27939861.v1
title: <b>Chromosome-Level Genome Assembly of </b><b>Hippophae</b><b> </b><b>rhamnoides</b><b> </b><b>subsp.</b><b> </b><b>Yunnanensis</b><b> </b><b>Rousi</b>

description: <b>Chromosome-Level Genome Assembly of </b><b>Hippophae</b><b> </b><b>rhamnoides</b><b> </b><b>subsp.</b><b> </b><b>Yunnanensis</b><b> </b><b>Rousi</b>
DOI: 10.6084/m9.figshare.4362812.v2
title: RefSoil Database

description: RefSoil (reference soil) database. Protein-coding nucleotide and amino acid sequences in FASTA format. bacteria.protein.fa.gz : bacteria protein amino acid sequences bacteria.nu.fa.gz : bacteria (CDS) nucleotide sequencesarchaea.protein.fa.gz : archaea protein amino acid sequences archaea.nu.fa.gz : archaea (CDS) nucleotide sequencesrast_genbank.tar.gz: RAST annotated genbank files
DOI: 10.17632/khhrcth6bt
title: Electricity generation, fuel consumption, and carbon dioxide emissions in Iranian power plants, by type of ownership

description: The data presented in this dataset is extracted from Iran's energy balance sheet, published annually by the Ministry of Energy in Persian. This dataset includes electricity generation (gross electric output (GWh).xlsx), fuel consumption (energy consumption (teracal).xlsx), and carbon dioxide emissions (carbon emissions (ton).xlsx) in power plants belonging to the Ministry of Energy, the private sector, and large industries (1990-2017) (1369-1396 Solar Hijri calendar). The balance sheet's data structure has changed over the past three decades, leading to a lack of proper data publication in some years. For example, from 1990 to 1992, the special production data of large industries' power plants were not separated from the medium and small industries. Therefore, due to the availability of installed capacity in these industries, the author calculated electricity generation in large industries' power plants. Besides, comparing data with Iran's Central Bank statistics has made the dataset more accurate than balance sheets.
DOI: 10.25403/upresearchdata.23675244.v1
title: Student retention in a fully online postgraduate programme

description: The quantitative data shows student enrolment and academic performance for a fully online postgraduate diploma in public health. Based on the enrolment data, trends and patterns in student retention were plotted. The qualitative data was gathered through a questionnaire based on a Distance Education Student Progress Inventory (Kember, 1995).