cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kdy87vxtxn.1
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: 10.17632/87h5zc57sx.1
title: Supplementary Materials for FMEA and FTA on Lu-177 RPT

description: Use this as supplementary material for the manuscript.
DOI: 10.17632/ht5dnfgdsk.6
title: Data for: Use of event-related potentials to assess visual–auditory multisensory information in the decision-making processes related to fast-consuming behavior

description: - The allerpdata folder contain the event-related potential data.
- The buying products anonymous excel shows up the buying data.
- The feedback data shows up the behavior data.
- The pre-experimental results anonymous data show up the offline questionnaire results before the actual experiment started. 
- The pre-experimental stimuli folder contains six stimuli to test the match between visual animation and sound effects design. 
- The 'standard and deviant stimuli' film contains the example MMN stimuli in the paper in terms of VSSB (visual standard sound beep), VASB (visual animation sound beep), VASE (visual animation sound effect), VSNS (visual standard no sound) and VANS (visual animation no sound). The sound effect was from the royalty-free sound effect website: https://freesound.org. The original sound effect URL is: https://freesound.org/people/suntemple/sounds/241809/. It is under zero license based on the licenses in the Freesound statement. The visual animation style was based on the professional UX animation guide from the Taras Skytskyi website article - The ultimate guide to proper use of animation in UX. We learned the animation called 'Diagonal appearance for the tabular view of cards.' The corresponding website URL is https://uxdesign.cc/the-ultimate-guide-to-proper-use-of-animation-in-ux-10bd98614fa9. We hope the information above is helpful for researchers to replicate the study. 
- The Stage3_VASE.mp4 file was one of four videos in Stage 3, and VASE was the most promotional in our study result, so we chose to attach it as the representation for further replication. The other two VASB and VANS videos either with the same animation on sound beep or off. VSNS video does not contain any visual animation or sound effects.
- MUT_and_FMUT_anonymous folder shows the cluster data for the erp analysis
DOI: 10.17632/72wkm3bkrg.4
title: Open Government Data Repository of Engineering Design

description: The dataset contains the Open Government Data (OGD) of U.S. department (https://www.data.gov) retrieved using the query "Engineering" in the title, description and keywords. For each OGD we extract from the textual data terms related to Engineering Design and the data format using Text Mining techniques.
DOI: 10.17632/8vsjk9jpdz.2
title: Native and introduced Australian grass (Poaceae) records

description: Cleaned and filtered Australian grass (Poaceae) occurrence records from the Atlas of Living Australia (ALA), downloaded 3 January 2020. The data file is in an R format (.RDS file). This can be converted and saved into a .csv file in R. I also assigned species photosynthetic pathway (either C3 or C4 photosynthesis) to each species in the data set.

I converted the cleaned record into species richness (the number of unique species in 100 x 100 km areas across Australia). I tied native and introduced C3 and C4 grass species richness to key environmental variables to build species distribution models. I expected native and introduced grasses to have similar responses to environmental gradients meaning native species richness patterns could provide a template for potential introduced species richness.
 
These records could be used for other SDM contexts (single-species or within States or Territories). Or for statistical analyses on the phylogenetic (species, generic) composition of grass records in Australia. The location tags on the records, however, provide use for assessing the geographic distribution of the records/species across Australia at different spatial scales and extents and with coupling to environmental data, as I did for these records. Nonnative = introduced (i.e. not native to Australia).
DOI: 10.17632/27rxpcbpfh.3
title: The Effect of Minimum Wages on Income Inequality

description: Data to go along with my paper on the effect of minimum wages on income inequality. For more details on the paper, visit: https://sites.google.com/view/f7orian/research
DOI: 10.17632/78mw556vjc.4
title: Fall Risk Assessment Dataset: Older-Adult Participants undergoing the Time Up and Go Test

description: The dataset comprises signal data collected from IMU sensors during the administration of the Time Up and Go (TUG) test for assessing fall risk in older adults. The dataset is divided into two main sections. The first section contains personal, behavioral, and health-related data from 34 participants. The second section contains signal data from tri-axial acceleration and tri-axial gyroscope sensors embedded in an IMU sensor, which was affixed to the participants' waist area to capture signal data while they walked. The chosen assessment method for fall risk analysis is the TUG test, requiring participants to walk a 3-meter distance back and forth. To prepare the dataset for subsequent analysis, the raw signal data underwent processing to extract only the walking periods during the TUG test. Additionally, a low-pass filter technique was employed to reduce noise interference. This dataset holds the potential for the development of effective models for fall risk detection based on insights garnered from questionnaires administered to specialists who observed the experiments. The dataset also contains deanonymized participant information that can be explored to investigate fall risk, along with other health-related conditions or behaviors that could influence the risk of falling. This information is invaluable for devising tailored treatment or rehabilitation plans for individual older adults. 

More information about this dataset can be found at https://www.sciencedirect.com/science/article/pii/S2352340923007382

Please cite this dataset as follows:
W. Jutharee, C. Paengkumhag, W. Limpornchitwilai, W. T. Mo, J. H. Chan, T. Jennawasin and B. Kaewkamnerdpong, "Fall risk assessment dataset: older-adult participants undergoing the time up and go test," Data in Brief, vol. 51, p. 109653, 2023. 
https://doi.org/10.1016/j.dib.2023.109653
DOI: 10.17632/9yhwnnxddk
title: Free Flow Over Partially Contracted Triangular-Notch Thin-Plate Weir

description: The experimental data were obtained using a thin-plate weir (TPW) with a triangular notch at an angle of α=20.23∘, where the weir height P was level with the approach channel bottom. Measurements focused on water levels Zh in the plane of symmetry(at 𝑦=0.000 m) with an approach channel head hU=0.180 m, across different channel widths B(0.064 m, 0.100 m, 0.200 m, 0.300 m, and 0.500 m). Froude (FrU) and Reynolds (ReU) numbers were calculated at various discharge rates Q within the ranges 0.030≤FrU≤0.286 and 7156≤ReU≤67526, confirming subcritical, turbulent flow (FrU &lt; 0.5). Water levels were measured at 10 positions x in the approach channel using a digital point gauge with 0.01 mm resolution, with each reading averaged over 180 seconds (allowable fluctuation ±0.1 mm). Discharges were recorded with an electromagnetic flow meter (DN50), and measurements were conducted under non-aerated conditions for accurate assessment.The velocity field was measured only for the case B = 0.500 m and hU = 0.180 m. Measured were the horizontal velocity components vx,y in horizontal plane z = 0.150 m, the longitudinal velocity components vx in vertical plane y = 0.000 m (plane of longitudinal symmetry) and the longitudinal velocity components vx in transverse plane x = −0.360 m (cross-section U). Also data for CFD simulations are included.
DOI: 10.17632/gc4d9h4x67.2
title: Bifidobacteria-mediated immune system imprinting early in life

description: Immune cell, protein and gut microbiome (metagenomic data) from newborn children as well as fecal cytokine and 16S rRNA-data from children given B. infantis EVC001 (Evolve Biosystems Inc) supplementation. Also, matrices containing molecule counts for proteins and mRNA for each cell stemming from BD Rhapsody experiments.
DOI: 10.17632/9vwcdvh7cs.1
title: Artificial Intelligence in the Generation of Graphic Abstraction (Dataset)

description: The experiment consisted of three distinct stages. Firstly, a survey was conducted to assess the participants' prior knowledge of artificial intelligence. Following this, a computer lab activity was carried out to evaluate the capabilities of an artificial intelligence engine for graphic abstraction; after completing this exercise, the students created a digital presentation and shared their findings and reflections with the class. As the final step, a questionnaire was administered to gauge the students' experience based on the activity results.
DOI: 10.17632/7d54rvzxkr.1
title: Event Detection Dataset

description: The present is a manually labeled data set for the task of Event Detection (ED). The task of ED consists of identifying event triggers, the word that most clearly indicates the occurrence of an event. The present data set consists of 2,200 news extracts from The New York Times (NYT) Annotated Corpus, separated into training (2,000) and testing (200) sets. Each news extract contains the plain text with the labels (event mentions), along with two metadata (publication date and an identifier). Labels description: We consider as event any ongoing real-world event or situation reported in the news articles. It is important to distinguish those events and situations that are in progress (or are reported as fresh events) at the moment the news is delivered from past events that are simply brought back, future events, hypothetical events, or events that will not take place. In our data set we only labeled as event the first type of event. Based on this criterion, some words that are typically considered as events are labeled as non-event triggers if they do not refer to ongoing events at the time the analyzed news is released. Take for instance the following news extract: "devaluation is not a realistic option to the current account deficit since it would only contribute to weakening the credibility of economic policies as it did during the last crisis." The only word that is labeled as event trigger in this example is "deficit" because it is the only ongoing event refereed in the news. Note that the words "devaluation", "weakening" and "crisis" could be labeled as event triggers in other news extracts, where the context of use of these words is different, but not in the given example. Further information: For a more detailed description of the data set and the data collection process please visit: https://cs.uns.edu.ar/~mmaisonnave/resources/ED_data. Data format: The dataset is split in two folders: training and testing. The first folder contains 2,000 XML files. The second folder contains 200 XML files. Each XML file has the following format. YYYYMMDDTHHMMSS ... ... ... The first three tags (pubdate, file-id and sent-idx) contain metadata information. The first one is the publication date of the news article that contained that text extract. The next two tags represent a unique identifier for the text extract. The file-id uniquely identifies a news article, that can hold several text extracts. The second one is the index that identifies that text extract inside the full article. The last tag (sentence) defines the beginning and end of the text extract. Inside that text are the tags. Each of these tags surrounds one word that was manually labeled as an event trigger.
DOI: 10.17632/ft5jtd8232.1
title: Cif files for: Structural analysis of imperfect Li2TiO3 crystals

description: Crystallographic information files for our structural analysis
DOI: 10.17632/jxkcm7s638.1
title: mental health and social media

description: This data reseach for study of the digital behavior on social media and how is affecting mental health
DOI: 10.17632/ztgx2zn7jh.1
title: Data for: Counterstereotyping Can Change Children’s Thinking About Boys’ and Girls’ Toy Preferences

description: Data to accompany manuscript entitled: Counterstereotyping Can Change Children’s Thinking About Boys’ and Girls’ Toy Preferences
DOI: 10.17632/whcnvm2mc9.1
title: TUMME: Tsinghua University Minnesota Master Equation program

description: TUMME is a program for assembling and solving master equations for gas-phase chemical kinetics based on chemically significant eigenmodes. TUMME has interfaces to the Gaussian, Polyrate, and/or MSTor output files that allow the master equation code to obtain the microcanonical flux coefficients needed for the coefficient matrix of the master equation. The flux coefficients for reactions with barriers can be calculated by multi-structural variational transition state theory with small-curvature tunneling (MS-VTST/SCT) or by simpler approximations to this such as conventional transition state theory without tunneling (also called RRKM theory). The flux coefficients for barrierless reactions are provided by a hard-sphere model. TUMME is written in double precision with Python 3; quadruple and octuple precision are also available for some subtasks in C++. The Python code can run in serial or parallel (MP or MPI), and the C++ code can run on a single processor or on multiple processors with OpenMP.
DOI: 10.17632/m48784x79n.1
title: Dataset: Real-time monitoring and control for high-efficiency autonomous laser fabrication of silicon nanoparticle colloids

description: Dataset to accompany: Real-time monitoring and control for high-efficiency autonomous laser fabrication of silicon nanoparticle colloids Authors: Brian Freeland1,2, Ronan McCann1, *, Paul O’Neill1, Sithara Sreenilayam1, Manuel Tiefenthaler4, Michal Dabros3, Mandy Juillerat3, Greg Foley2 & Dermot Brabazon1 Affiliation: 1I-Form, Advanced Manufacturing Research Centre, & Advanced Processing Technology Research Centre, School of Mechanical and Manufacturing Engineering, Dublin City University, Glasnevin, Dublin-9, Ireland. 2School of Biotechnology, Dublin City University, Glasnevin, Dublin-9, Ireland. 3 HES-SO University of Applied Sciences and Arts Western Switzerland, School of Engineering and Architecture, Bd de Pérolles 80, CH-1700 Fribourg, Switzerland. 4 HES-SO University of Applied Sciences and Arts Western Switzerland, CH-1007 Lausanne, Switzerland.
DOI: 10.17632/n3ydw29sbz.3
title: Fish-Pak: Fish Species Dataset from Pakistan for Visual Features Based Classification

description: (1) Fish-Pak: A data set of images of 6 different fish species i.e Catla (Thala), Hypophthalmichthys molitrix (Silver carp), Labeo rohita (Rohu), Cirrhinus mrigala (Mori), Cyprinus carpio (Common carp) and Ctenopharyngodon idella (Grass carp). (2) Fish-Pak contains 915 high-resolution images captured by Canon EOS 1300D from 3 different places Head Qadirabad, Head Marala and the river of Chenab, Gujrat, Punjab, Pakistan. (3) Fish-Pak data set can be used for the image classification based on their visual features. (4) The data set is referred for the multiclass problem as it holds three visual features i.e Scale (color), Body and head.
DOI: 10.15468/dl.usrn7s
title: Occurrence Download

description: A dataset containing 1096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Picea sitchensis (Bong.) Carrière",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1096 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009182-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tfmyf98g7r.1
title: Raw Data for PNAS Paper

description: The data output from the autmatic processing algorithms in the paper 'Dynamic single-molecule sensing by actively tuning binding kinetics for ultrasensitive biomarker detection' published in PNAS.
DOI: 10.17632/s8jrrnnj9g.1
title: Data for: Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data

description: The provided zip-file contains the vibration data and speed estimation results for the aircraft engine data set and the wind turbine gearbox data set presented in "Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data" Please refer to this paper in case the provided data and results prove useful to your research. - "Review and comparison of tacholess instantaneous speed estimation methods on experimental vibration data", Cedric Peeters, Quentin Leclere, Jerome Antoni, Peter Lindahl, John Donnal, Steven Leeb, Jan Helsen, MSSP Also please refer to following papers if the data is used: - Surveillance 8 data: Antoni, J., Griffaton, J., André, H., Avendaño-Valencia, L. D., Bonnardot, F., Cardona-Morales, O., ... & Acuña, D. Q. (2017). Feedback on the Surveillance 8 challenge: Vibration-based diagnosis of a Safran aircraft engine. Mechanical Systems and Signal Processing, 97, 112-144. - CMMNO 2014 data: Leclère, Q., André, H., & Antoni, J. (2016). A multi-order probabilistic approach for Instantaneous Angular Speed tracking debriefing of the CMMNO׳ 14 diagnosis contest. Mechanical Systems and Signal Processing, 81, 375-386.
DOI: 10.17632/6f2cv54ym8.1
title: A synchrotron computed tomography dataset for validation of longitudinal tensile failure models based on fibre break and cluster development

description: We performed in-situ tensile tests on two carbon fibre/epoxy composites with continuous scanning using synchrotron computed tomography (CT). Both composites were cross-ply laminates, and two specimens were tested for each composite. The voxel size was sufficiently small to recognize individual fibres and fibre breaks. For each test, 16-19 volumes were reconstructed, cropped down to the 0° plies and analysed to track fibre break and cluster development. This dataset provides the last CT volume before failure for each of the four specimens as well as the individual fibre break locations in all reconstructed volumes. These data are then plotted against predictions from six state-of-the-art strength models. The target is that these data become a benchmark for the development of new models, inspiring researchers to set up refined experiments and develop improved models.
DOI: 10.17632/t52gnc79kx.1
title: Bank Nifty Option Buy or Sell Signal

description: Automated Excel Sheet for Bank Nifty Option Trading - 7 Day Trial Watch attached Video
DOI: 10.17632/92mkp4pk86.1
title: Amyloid-βpeptide dimers undergo a random coil to β-sheet transition in the aqueous phase but not at the neuronal membrane

description: Mounting evidence suggests that the neuronal cell membrane is the main site of oligomer-mediated neuronal toxicity of amyloidβ-peptides in Alzheimer’s disease. This study aims at gaining detailed understanding of the mutual interference of amyloid-β oligomers and the neuronal membrane, which is extremely difficult to capture experimentally due to the transient nature of these interactions. To address this problem we use an aggregate of 24μs of MD simulations to investigate the dimerization of the full-length Aβ42 peptide both in solution and in the presence of a model lipid bilayer including six lipid types to mimick the composition of a neuronal cell membrane: 38% 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (POPC), 24%, 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphoethanolamine (POPE), 5% 1-palmitoyl-2-oleoyl-sn-glycero-3-phospho-L-serine (POPS), 20% cholesterol (CHOL), 9% sphingomyelin (SM), and 4% monosialotetrahexosylgan-glioside (GM1). The dimerization in solution is characterized by a random coil to β-sheet transition that seems on-pathway to amyloid aggregation, while the interactions with the neuronal membrane decrease the order of the Aβ42 dimer by attenuating its propensity to form a β-sheet structure. The main lipid interaction partners of Aβ42 are the surface-exposed sugar groups of the gangliosides GM1. As the neurotoxic activity of amyloid oligomers increases with oligomer order, these results suggest that GM1 is neuroprotective against Aβ-mediated toxicity.
DOI: 10.17632/hmyd3m5yfw.5
title: Supplementary file

description: Supplementary file to: Efficacy and safety of vunakizumab in moderate-to-severe chronic plaque psoriasis: a randomized, double-blind, placebo-controlled phase 3 trial
DOI: 10.17632/nwf89s4y8p.1
title: Pathological a-syn aggregation is mediated by glycosphingolipid chain length and the physiological state of a-synuclein in vivo

description: This data set includes the raw western blot data for main and supplemental figures to accompany Fredriksen et al, PNAS 2021. Please see the main publication for details. Non-specific and/ or irrelevant bands that could not be validated to react with the protein of interest are indicated by an asterisk. Dashed-line boxes indicate the area used for the main figures in the main publication. Cropped out areas of the blot were either blank, or contained validated non-specific bands (identified by SNCA knock-out lysate).  We use a multi-channel western blot detection system that permits simultaneous detection of rabbit and mouse secondary antibodies on the same blot. The channels are indicated in the figure as either 700 or 800, corresponding to excitation wavelength in nanometers. Many blots were sequentially probed by multiple antibodies for efficiency purposes, and some images therefore contain residual signals from previous antibody probes. Coomassie images refer to the gel that was used to match with the transferred blots.
DOI: 10.17632/4svjdh4yrd.1
title: Supplementary material for: Re-Categorization of Psoriasis Severity: Delphi Consensus from the International Psoriasis Council

description: The supplementary material describes the details of the Delphi process used to reach the consensus on the classification of psoriasis severity. Supplementary Table 1 lists Round 1 and Round 2 voting results for psoriasis severity statements. Supplementary Table 2 lists psoriasis severity classification Delphi results – top 7 statements entered for consensus meeting voting.
DOI: 10.17632/t378yy6fkh.1
title: Costs of Sovereign Debt Crises: Restructuring Strategies and Bank Intermediation

description: This replication package includes all the necessary files to replicate the results in the article "Costs of Sovereign Debt Crises: Restructuring Strategies and Bank Intermediation," Journal of International Economics. It includes data and Stata do files to reproduce the figures and tables in the main text and Online Appendix. The Online Appendix of the article is also included in this repository.