cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20141210.v1
title: test_dataset.csv

description: ## 1 FILE CONTENTS ############################################# 751 x 40003 values: - 1 header row, which corresponds to the 40002 resolved wavelengths and 1 target identifier. - 750 spectra (rows) of the targets whose content is to be predicted: 50 spectra of 15 distinct targets. <br> Note that the dataset occupies significantly less RAM when loaded than the file's disk sizes (cca. 50 %). <br> Note that the column names may be modified by the software/library used for processing the spectra. Hence, we advise increased caution when extracting the wavelengths. Alternatively, you can use the wavelength values provided separately in the wavelengths.csv file. <br> Note that the target identifier column is a character vector of the format "target_i", i = {1,2,...,15}. Thus, we recommended loading in the dataset as a dataframe instead of a matrix (a dataframe can contain both numeric and character values). <br> ## 2 DATA ACQUISITION ############################################# <br> The dataset was collected from metallic targets. Each target's surface was homogenized using a 800 grid sandpaper and cleaned with isopropyl alcohol using paper towels. The targets were sampled at distinct spots in single-shot mode, collecting a single spectrum from each individual spot. There are a total of 50 spectra available for each target. <br> A 1064 nm Nd:YAG laser was used for ablation with a pulse energy of 95 mJ, 10 ns pulse width. The laser pulse was focused into a spot with a diameter of 0.2 mm. <br> The collected emission was resolved with an echelle spectrograph in the 240--1000 nm spectral range (40002 resolved wavelength values), resolving power {\lambda} / {\Delta\lambda} = 6000. <br> The resolved emission was recorded using an EMCCD camera with a 1.5 us delay and 50 us gate width (exposition time). <br> The spectra were not intensity calibrated! This, in combination with the long gate width is part of the challenge.
DOI: 10.17632/bcpxvtcrwt
title: A Dataset of Axial Load-Carrying Capacity of FRCM-Strengthened Concrete Columns under Eccentric Loading

description: This database comprised of 43 experimental tests of strengthened columns with FRCM system, collected from related literature. There are eight input variables, namely, compressive strength (MP), longitudinal reinforcement (%), fiber (%), Eccentric load (mm), tensile strength of fiber (MPa), young’s modulus of fiber (MPa), height (mm), and cross-section (mm^2) represented in columns C to J of the spreadsheet. Furthermore, the corresponding axial load-carrying capacity of FRCM-strengthened concrete columns, axial load (kN), is reported in column K of the spreadsheet.
DOI: 10.17632/xxxsc9gndx
title: movie consumption

description: movie consumption
DOI: 10.6084/m9.figshare.17151905.v1
title: Supplementary Material for: The Association between Myopia and Primary Open-Angle Glaucoma: A Systematic Review and Meta-Analysis

description: Background: Previous studies identified myopia as a risk factor for primary open-angle glaucoma (POAG). However, recent studies have shown different results, the definitive relationship between myopia and POAG remains controversial. Objectives: To investigate the relationship between myopia and POAG. Methods: Published articles were searched from PubMed, Embase, and Scopus databases between 1970 and 2020. A pooled analysis of the ORs was performed using a random-effects model. Results: Data on the association between myopia and POAG, were obtained from 16 cross sectional studies, and the pooled OR was 2.26 (95% confidence interval [CI], 1.77 – 2.89, P &lt; 0.001) in random effects model (I2 = 86%; P &lt; 0.01). For the relationship of myopia and POAG progression, data from seven longitudinal cohort studies were included and the pooled OR was 0.85 (95% CI, 0.73 – 0.99, P = 0.042) in the random-effects model (I2 = 88%; P &lt; 0.01). Conclusion: Our findings demonstrated that myopia may be a risk factor associated with POAG and a possible protective factor for POAG progression. It may due to myopia with the presence of a lamina cribrosa defect slow down the visual field loss also POAG progression, further research for underlying mechanisms is still needed.
DOI: 10.6084/m9.figshare.17693747.v1
title: Dataset for Fynbos-Forest paper

description: `RootSegmentData.csv` contains segment-level root diameter (mm) from Fynbos and Afrotemperate forest.<br>`GlobalRootTraitsComparison.csv` contains species-level root diameter (mm), specific root length(m/g) from 9 biomes worldwide. <br>`BranchingIntesityData.csv` contains species-level branching intensity from 3 biomes<br>`BranchingRatioData.csv` contains species-level branching ratio from 3 biomes. <br>for any further inquiries, please contact mingzhen.lu at santafe.edu
DOI: 10.6084/m9.figshare.6809255.v1
title: ExperimentalDataM1M31.pdf

description: Data contains full PhD study experimental data of XRF analysis
DOI: 10.6084/m9.figshare.1328237.v4
title: Cobre Connectomes

description: Cobre Connectomes in three different flavors: * as gzipped pickles (python) * as .mat files (matlab) * as .npy save files (npy) There is one file per connectome that contains the 2D connectome with subjects stacked in the 3rd dimension. The order of the subjects is the same as in the file subjects.txt You can take a look at the script that was used to generate these files here: http://nbviewer.ipython.org/github/SIMEXP/Projects/blob/master/Misc/make_connectome_notebook.ipynb
DOI: 10.6084/m9.figshare.17014022.v1
title: Dataset: Water diversion and pollution interactively shape freshwater food webs through bottom-up mechanisms

description: Datasets used to assess effects of water diversion and pollution on stream food webs by SIA
DOI: 10.17632/kdy87vxtxn
title: Hofstede-Based Cultural Dimensions Survey Responses among VAE Graduates, Dataset from 2021

description: This dataset encompasses the responses from a Hofstede-based questionnaire designed to uncover the cultural dynamics among four generations of Vocational Accounting Education (VAE) graduates, namely boomers, Gen X, millennials, and Gen Z. The questionnaire, employing a Likert scale ranging from 1 to 6, was administered to 835 graduates from a prominent VAE institution located in Indonesia. Collected between June 26th and July 23rd, 2021, using Google Forms, the responses have been meticulously compiled into structured Excel spreadsheets. The data provides a comprehensive insight into the cultural dimensions exhibited by these graduates, offering a lens through which the evolving cultural shifts across generations can be discerned. This dataset is pivotal to the primary study, which employs exploratory factor analysis to unveil distinct cultural dimensions, further enriched with a netnographic analysis. Researchers and academicians interested in cultural evolution, intergenerational dynamics, vocational education, or the influence of global digital exposure on cultural values will find this dataset to be of significant relevance. Moreover, the dataset stands as a valuable foundation for any subsequent studies aiming to delve deeper into the nuances of cultural variations within educational and workplace settings in the age of the Fourth Industrial Revolution.
DOI: 10.6084/m9.figshare.7101464.v1
title: Insurgent Law: Marxist Foundations from Latin America

description: Abstract This article presents the thesis of Insurgent Law, conceived as the synthesis between the Marxist critique of law and the praxis of the social struggles of popular movements. With the fundamental inspiration of the work of Marx (and his followers, notably Pachukanis), he also welcomes critical Latin American social thought and proposes a tactical use of law combined with a strategy of extinction.
DOI: 10.6084/m9.figshare.1004011.v1
title: Gaussian Job Archive for C5H8O4

description: Archive of work produced using the resources of the Imperial College High Performance Computing Service.
DOI: 10.6084/m9.figshare.5125489.v1
title: Supplementary Material for: Analysis of the Complete Genomes of Acholeplasma brassicae, A. palmae and A. laidlawii and Their Comparison to the Obligate Parasites from ‘Candidatus Phytoplasma'

description: Analysis of the completely determined genomes of the plant-derived <i>Acholeplasma brassicae</i> strain O502 and <i>A. palmae</i> strain J233 revealed that the circular chromosomes are 1,877,792 and 1,554,229 bp in size, have a G + C content of 36 and 29%, and encode 1,690 and 1,439 proteins, respectively. Comparative analysis of these sequences and previously published genomes of <i>A. laidlawii</i> strain PG-8, ‘<i>Candidatus</i> Phytoplasma asteris' strains, ‘<i>Ca</i>. P. australiense' and ‘<i>Ca</i>. P. mali' show a limited shared basic genetic repertoire. The acholeplasma genomes are characterized by a low number of rearrangements, duplication and integration events. Exceptions are the unusual duplication of rRNA operons in <i>A. brassicae</i> and an independently introduced second gene for a single-stranded binding protein in both genera. In contrast to phytoplasmas, the acholeplasma genomes differ by encoding the cell division protein FtsZ, a wide variety of ABC transporters, the F₀F<sub>1</sub> ATP synthase, the <i>Rnf</i>-complex, SecG of the <i>Sec</i>-dependent secretion system, a richly equipped repertoire for carbohydrate metabolism, fatty acid, isoprenoid and partial amino acid metabolism. Conserved metabolic proteins encoded in phytoplasma genomes such as the malate dehydrogenase SfcA, several transporters and proteins involved in host-interaction, and virulence-associated effectors were not predicted for the acholeplasmas.
DOI: 10.17632/y4phg9crjt
title: Data for: Delineation of groundwater potential areas at Wadi El-Arish, Sinai, Egypt, using geospatial and geophysical techniques

description: The outline of the study area
DOI: 10.17632/x3xd8yk4bf
title: Visual literacy data I

description: Visual literacy among History of Art undergraduates. Dataset.
DOI: 10.6084/m9.figshare.1387714.v11
title: Seattle Streets, Renamed over time

description: This group contains datasets with tables of street names before and after particular ordinances.
DOI: 10.6084/m9.figshare.19184633.v1
title: Cruising with a forked versus truncate tail: respirometry and PIV data, and custom software used for kinematics, vorticity, pressure, and force computations.

description: Matlab scripts: The custom Matlab scripts developed to compute and analyze kinematics, velocimetry, pressure and force data are provided in separate folders that include the master script and secondary functions. Pressure calculations from PIV data use the queen2 Matlab package available at ( http://dabirilab.com/software). Respirometry data: We provide the oxygen consumption data used in statistical analysis of the COT of each specimen for both Mojarras and Pinfish in two separate .xlsx files. In addition to raw oxygen consumption data, each file includes the magnitude of the relative flow speeds in body-length per second tested during steady swimming trials. We also provide the rpm to flow velocity calibration used with our flume as well as the calibration metadata of the optical oxygen probe used in our investigation. Tail aspect ratio: Scaled original pictures of the Mojarras and Pinfish used to calculate the aspect ratio of their corresponding forked and truncate tail are available in .jpg format. PIV data: Velocity fields computed using DaVis are sorted by fish species and specimen. Additional metadata relative to the fish and experimental parameters (i.e., salinity, temperature) are included in separate text files in the ‘Fish metadata’ folder. Videos: High-resolution videos available upon request.
DOI: 10.6084/m9.figshare.24442789.v1
title: Datapack for the anvi'o workflow tutorial

description: Datapack for the tutorial about scaling up your analysis with anvi'o.
DOI: 10.6084/m9.figshare.27302682.v1
title: Changes in students’ confidence calibration across a sequence of low-stakes confidence assessments

description: Data files associated with the article:Foster, C., & Renie, P. (2024). Changes in students’ confidence calibration across a sequence of low-stakes confidence assessments. <i>Asian Journal for Mathematics Education</i><b>ConfidenceAssessments.pdf</b> gives the six assessment tasks used.<b>Coding.txt</b> explains how the confidence responses were coded.<b>Confidenceresponses.csv</b> gives each student's response to each item in each assessment.<b>Qualitativedata.csv</b> gives each student's response to the question "What do you think of using confidence assessment in mathematics?"
DOI: 10.7294/27048106.v2
title: <i>Carcharodon carcharias</i> CytB amplicon sequences from positive eDNA detections

description: This dataset contains five DNA sequences that are PCR amplicons of the cytochrome b gene from the white shark (<i>Carcharodon carcharias</i>). The study aimed to detect this species using environmental DNA (eDNA) methods, targeting the cytochrome b gene due to its conservation within the mitochondrial genome and its divergence from the closely related <i>Isurus oxyrinchus</i>. The sequences display high similarity to the target species and marked differences from the relative species. These results suggest successful detection of <i>C. carcharias</i> through water sample collection, filtration, DNA extraction, PCR amplification, sequencing of the amplicons, and subsequent BLAST analysis.
DOI: 10.17632/9scmk3gfv5
title: Keratinocyte carcinomas

description: Supplemental data for JAAD for Keratinocyte Carcinomas in Childhood Cancer Survivors
DOI: 10.17632/wy4nx8j7xm
title: Data from: Identifying personality traits and behavioural syndromes in a threatened freshwater fish (Nannoperca vittata) through comparative analysis with a model species (Poecilia reticulata): implications for conservation

description: The Excel file provided here contains data used in a study of the repeatabilities and correlations among behavioural traits in western pygmy perch (Nannoperca vittata), a threatened freshwater fish species endemic to south-western Australia, and the guppy (Poecilia reticulata), a species frequently used in personality research. 

Each fish (48 of each species) was measured four times for each of seven behavioural traits, which were presumed to reflect five underlying personality traits. Track length (TL) was used as a measure of activity; time spent in a risky zone (RZ) and time to emergence (ET) as measures of boldness; latency to approach to a novel object (LA) and time spent close to the object (TS) as measures of exploration; time spent close to a mirror (CV) as a measure of sociability; and number of attacks (AT) launched at the mirror as a measure of aggression.
DOI: 10.6084/m9.figshare.16742515.v1
title: random_sample_rescaled_1

description: Experimental averages, management, and environmental data for every experiment, across all genotypes, including sites with missing lat/longs:<br>Random-sample imputed data for each site, rescaled to zero mean and unit variance, including linearly interpolated satellite data, environment and management variables. Each is the first of 25 large imputations. Contact me for the entire (bulky) dataset.
DOI: 10.17632/c2njzmhnzm
title: Mechanical properties

description: Data for compression strength, flexural strength, and tensile strength
DOI: 10.17632/czj4sgnw8d
title: Replication package for The Pro-Competitive Consequences of Trade in Frictional Labor Markets

description: Replication package for "The Pro-Competitive Consequences of Trade in Frictional Labor Markets" by Hamid Firooz for publication in the Journal of International Economics. The file "README.txt" describes the replication process.
DOI: 10.6084/m9.figshare.25458850.v1
title: RefEx2 Datasets for Arabidopsis thaliana Proteome Project

description: RefEx2 is a project to collect, organize, and curate transcriptome datasets of various species as reference resources for gene expression data analysis. It provides 6 reference datasets for four different species: humans, mice, Drosophila melanogaster, and Arabidopsis thaliana. This directory contains the following datasets on Arabidopsis thaliana Proteome Project:ath_proteomeproject_refextable_sample_stats.tsv.gzProcessed data matrixath_proteomeproject_refextable_grouped_sample_desc.tsvGrouped sample descriptionath_proteomeproject_refextable_sampleID_mapping.tsvSample ID mappingsNo. of genes: 32,431<br>No. of samples: 54Key ID: NCBI gene<br>Original data: PRJEB32665<br>Reference(s): DOI: 10.1038/s41586-020-2094-2
DOI: 10.6084/m9.figshare.26347330.v1
title: CDS and PEP files

description: Cds and Pep files assembled from 22 sampled ferns in Singapore.<br>4 fern species included are available online.<br>21 plant species added for analysis across plant kingdom.<br>
DOI: 10.17632/c24tf9332k
title: Kinematic data from owner-sound horses walking and trotting on a straight line

description: This dataset contains averaged data of 28 kinematic parameters extracted with the EquiMoves® software. In total, 428 horses from four different breeds were measured on a straight line in hand at the walk and trot. Horses were equipped with the seven IMU sensors and led along a track of 25-46 meters that was either a soft (sand arena) or hard (asphalt) surface. Limb length and wither's height (available for the majority of horses) as well as the speed of the horses (measured with a separate timing device, stopwatch or Freelap®) are available to scale the data based on speed and height. Whether the horses were shod (in front, all four, or not at all) was also recorded. Age can be extracted from the data of the measurement year and year of birth of the horses. The horses can be considered owner-sound (no obvious lameness, but potential irregularities cannot be excluded). For more information regarding the dataset, please consult the data paper provided in the link.
DOI: 10.17632/gvxb4krhh7
title: What is Youths’ Preferred Leader? Investigating the Relationship between Leadership Behaviours, Work Engagement and Organisational Commitment

description: The variables within the dataset consist of perceived leadership behaviours, work engagement, and organisational commitment. Gen Z participants were tasked to use the leadership behaviour scale to rate their workplace supervisor's leadership behaviour, followed by two self-rating measure of their work engagement and organisational commitment. We composited scores for Charismatic, Directive, Participative, and Supportive leadership behaviours respectively. We also composited scores for organisational commitment and work engagement. As the three faucet of work engagement - vigour, dedication, absorption, were highlighted in past research, we decided to compute a composite score for each faucet. However, our analysis utilised work engagement's composite score, which was the addition of composite scores resulting from the three faucets, most. We ran correlational analysis and linear regression. In linear regression, we controlled for age, gender, race, and school.
DOI: 10.17632/htw7ymc99n
title: Aerodynamic Coefficient of Airfoil for Ultra-Low Reynolds Number

description: With modern micro-air-vehicle developments, the need for aerodynamics understanding becomes important. The proper design of the airfoil is very helpful in fulfilling the aerodynamic concept. The flow around the airfoil can be considered ultra-low Reynolds number when it is less than 10,000 and carried out by the Navier-Stokes solver for incompressible. This solution can be approached using the Lattice Boltzmann Method (LBM). Flow simulations were carried out at Re=500 and Re=1000 with variations of the angle of attack of 30 each from 0 to 29 degree with an additional angle of 1 degree. Each simulation was carried out on 40 airfoils designed using NURBS and two NACAs. The simulation results with LBM produce the lift and drag coefficients for each airfoil.
DOI: 10.6084/m9.figshare.26201615.v1
title: SHED-CM: The Safety and Efficacy of Conditioned Media from Human Exfoliated Deciduous Teeth Stem Cells in Amyotrophic Lateral Sclerosis (ALS) Treatment - A Retrospective Cohort Analysis_hitonowamedical

description: This is the raw data from the study below.SHED-CM: The Safety and Efficacy of Conditioned Media from Human Exfoliated Deciduous Teeth Stem Cells in Amyotrophic Lateral Sclerosis (ALS) Treatment - A Retrospective Cohort AnalysisThis was a retrospective cohort study including patients diagnosed with ALS who visited our hospital between January 1, 2022, and November 30, 2023. We enrolled pa-tients with ALS who received SHED-CM within this period, had a score of 12 or higher on the ALS Functional Rating Scale-Revised (ALSFRS-R), and did not undergo trache-ostomy. All administered data were evaluated for safety. Several patients experienced difficulties presenting to the hospital due to the progression of their ALS; therefore, we evaluated the efficacy of the drug from the first to the 12th dose, which were adminis-tered consecutively, and for which all patients presented to the hospital.
DOI: 10.15468/dl.rtk357
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia innesi (Fowler, 1934)",
 "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 ((11.2741 -15.6621,11.2727 -16.1504,17.9648 -16.1504,17.9648 -7.1504,12.3365 -7.1504,12.3429 -7.1607,12.8524 -8.4392,12.5237 -8.8791,12.5024 -9.17,13.3428 -11.0863,13.2132 -11.9643,12.6132 -12.4537,12.0505 -13.2857,11.7929 -14.5817,11.546 -15.3352,11.2741 -15.6621))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013419-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28441105.v1
title: Additional file 8 of DNA methylation status classifies pleural mesothelioma cells according to their immune profile: implication for precision epigenetic therapy

description: Additional file 8.