cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ywd26ss6v7
title: Data for: Comparative behaviour of different proteases on preserved egg white gel hydrolysates

description: The data is about preserved egg white gel hydrolysates, including emulsifying, rheological, FTIR, protein fraction, sulfhydryl and disulfide bond.
DOI: 10.6084/m9.figshare.14967402.v1
title: Table S3.xlsx

description: Transcription factors differentially expressed at different stages of mammary gland development.
DOI: 10.17632/gxb2rtd7kh
title: Adaptive vs Traditional Traffic Control Systems: A Vissim Simulation Study on Efficiency and Environmental Impact

description: The files in this database contain all the necessary data to recreate the results explained in the article "Adaptive vs Traditional Traffic Control Systems: A Vissim Simulation Study on Efficiency and Environmental Impact". The "Map of study location.jpg" contains a map of the talaimari intersection. The "Field data + Calculation.xlsx" file contains field data collected from the talaimari intersection and subsequently all signal time calculations, simulation results, & their visualization. At last "Vissim simulation-Talaimari.zip" includes the original simulation files used for this specific research.
DOI: 10.17632/gzfxr26nxr
title: Autism and Hippotherapy

description: Personal interest
DOI: 10.6084/m9.figshare.21286518.v1
title: <em><strong>Cordia subcordata</strong></em> genome

description: <em><strong>Cordia subcordata</strong></em> genome and annotation.
DOI: 10.17632/5yv9gznh3x
title: Data for: Experimental characterization of a lab-scale cement based thermal energy storage system

description: The documents provide experimental data of four different heat charging tests, which aimed at the basic performance characterization of a lab-scale prototype of a new scalable, cement based, sensible heat storage system. The data set contains transient distributed measurements of temperatures within the storage as well as measurements of the experimental boundary conditions (heat carrier fluid flow rates, charging and laboratory temperatures) at high temporal resolution.
DOI: 10.17632/hm7d67zmyb
title: Impact of Tourism on Environment in India: With Special Reference to the Socio-Legal Study of Uttarakhand

description: Primary and Tabular Data Set for the article "Impact of Tourism on Environment in India: With Special Reference to the Socio-Legal Study of Uttarakhand". This data is a part of data collected for completing a Degree of Philosophy from Kumaun University.
DOI: 10.17632/56bsy9sj74
title: On the effects of income heterogeneity in monopolistically competitive markets

description: This repository includes the files to replicate Figure 1 and Tables 6 and 7 of the paper titled "On the effects of income heterogeneity in monopolistically competitive markets" published in the Journal of International Economics.
DOI: 10.17632/9vwcdvh7cs
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/yrppx7bg7c
title: Spatial Imagination of Gifted Pupils Eye-tracking Data

description: The dataset contains eye-tracking data of 16 primary school pupils recorded using Tobii Pro Glasses 3. As stimuli, three spatial imagination tasks were served. The dataset contains AOI related ET metrics exported from Tobii Pro Lab and also a JSON file ready to be visualized in Gazeplotter.com.
DOI: 10.17632/w5655jrmmm
title: MOOC on educational web content accessibility: learning outcomes dataset

description: English
The dataset contains the learning outcomes of students (491 persons in total) enrolled in massive open online course (MOOC) "Web accessibility in e-learning" (https://stepik.org/course/64025/) in 2020. The sheet "Learning Outcomes" contains the results of passing tests (31 current, 15 final); the sheet "Course content_tests" contains a list of tests by course sections, hyperlinks to tests, values of tests’ complexity and distinctiveness. The dataset is presented in two languages: English (MOOC_in_E-Learning_Accessibility_EN.xlsx) and Russian (MOOC_in_E-Learning_Accessibility_RU.xlsx).

Русский
Набор данных содержит результаты обучения студентов (всего 491 человек), зачисленных на массовый открытый онлайн-курс (МООК) «Веб-доступность в электронном обучении» (https://stepik.org/course/64025/) в 2020 году. Лист "Результаты обучения" содержит результаты прохождения тестов (31 текущих, 15 итоговых); лист "Содержание курса_тесты" содержит перечень тестов по разделам курса, гиперссылки на тесты, значения сложности и дискриминативности тестов. Набор данных представлен на английском (MOOC_in_E-Learning_Accessibility_EN.xlsx) и русском (MOOC_in_E-Learning_Accessibility_RU.xlsx) языках.
DOI: 10.17632/h5svfwrh4t
title: Dataset for: The volcanism of the Meseta del Lago Buenos Aires, Patagonia: the transition from subduction to slab window

description: Dataset for manuscript entitled, "The volcanism of the Meseta del Lago Buenos Aires, Patagonia: the transition from subduction to slab window " by Guest et al. published in Journal of Petrology. Here we report new major, minor and trace element contents, as well as Sr, Nd, Pb, and Hf isotopes of the Meseta del Lago Buenos Aires (MLBA) lavas. We also report estimated mantle equilibration temperatures and pressures of MLBA lavas after correction for olivine fractionation after Plank and Forsyth (2016). Additionally, we report new Hf and Pb isotopes of lavas erupted along the Chile Ridge.
DOI: 10.17632/f7yw6b7jp5
title: Data for: Marine litter on the Northern island of the Novaya Zemlya archipelago
DOI: 10.17632/shtwh4k483
title: EVs dataset in Denmark

description: Electric vehicle (EV) dataset in Denmark used to compute simulations performed on: T. Soares, C. Fonseca, H. Morais, S. Ramos and T. Sousa, "Assessment of Real-Time Tariffs for Electric Vehicles in Denmark," 2019 IEEE Milan PowerTech, Milan, Italy, 2019, pp. 1-6. doi: 10.1109/PTC.2019.8810747 The dataset includes general characteristics for 11088 EVs (1974 plug-in hybrid electric vehicles and 9114 battery electric vehicles), such as registration number, manufacturer, model, registration year, battery capacity and vehicle type. In addition, the dataset includes assumptions selected in the study, defining for each vehicle the average consumption in one day (kWh), distance driven in one day (kW), Initial state of charge and socioeconomic profile index.
DOI: 10.17632/vvymnxycrw
title: Li-Isotope Fractionation in Olivine

description: 1. Optimized Crystal structure.
2. Electronic Density of state (DOS).
3. Gamma point phonon frequencies for Li-doped olivine (for 6Li and 7Li). Gamma point frequencies has been used to calculated the reduced partition function ratio and fractionation factor.
DOI: 10.17632/y6ynjm5sf3
title: An NAD+ phosphorylase toxin triggers Mycobacterium tuberculosis cell death. Freire et al.

description: Data set associated with Freire, Gutierrez et al. 2019. Molecular Cell. Data include unprocessed images and supplemental NMR spectroscopy spectra (1D and COSY HMBC).
DOI: 10.6084/m9.figshare.11663556.v2
title: Lateral eye width for 240 species of Andean cloud forest birds

description: We quantified eye size using two sources. For 80% of the species (N = 192) we passively captured birds using mist nets at sites located within cloud forest tracts and regenerating second growth. One observer (IJA) used calipers to measure lateral eye width to the nearest 1.1mm. We compared our field measurements to published measurements of traverse eye diameter from preserved specimens for a subset of species (N =78; Ritland 1982) and found the two metrics to be highly correlated (r = 0.92, P &lt; 0.001). Hence, our field measurements can be considered accurate measures of true eye size. For the remaining 48 species (20%) we downloaded six photos per species of individuals perched in the field. We scaled photos in ImageJ using measurements of mean bill height, the position of which is clearly identified by the nares in photos. We only selected photos of birds at eye level, with the beak and eye positioned on the same focal plane. We averaged eye size across the six photos for each species and compared photo measurements from 20 species for which we also had field data. The two methods were strongly correlated (beta = 0.97, P &lt; 0.001, R-squared= 0.96). Photo measurements were on average 3% smaller than field measurements, so we calibrated mean eye size for the 48 species by multiplying by 1.03. The attached data set follows the taxonomy of the 2019 Clements List and the global Bird Tree (Jetz et al. 2012) and includes raw measurements and residuals of eye size on body mass, trophic guild and foraging stratum as described in the Elton Traits database, and classification of foraging maneuvers based on Birds of the World species accounts as either myopic (short-sited/gleaning), hyperopic (far-sighted/aerial), or nectar (hummingbirds) . See associated publication for details on analysis of eye residuals. <br>
DOI: 10.17632/mf9bjxhbkb
title: Apatite and Zircon as Key Indicators for Effusive-Explosive Transition in the Leningcou Volcano: Middle Triassic Volcanic Activity in the East Kunlun Orogenic Belt Appendix D. Dataset

description: This dataset serves as Appendix D. Dataset for the manuscript "Apatite and Zircon as Key Indicators for Effusive-Explosive Transition in the Leningcou Volcano: Middle Triassic Volcanic Activity in the East Kunlun Orogenic Belt," providing four tables, namely "Apatite_data," "Sample_location," "Whole_rock_data," and "Zircon_data," which cover all the original data information used in the paper.
DOI: 10.6084/m9.figshare.21534333.v1
title: Imputed genetic marker data

description: Imputed SNP marker data for a panel of wheat genotypes as described in the publication 'Maintenance of UK Bread Baking Quality: Trends in Wheat Quality Traits Over 50 Years of Breeding and Potential for Future Application of Genomic-assisted Selection'. Marker names and genotype ID have been randomly anonymised due to commercial sensitivity of the data.
DOI: 10.17632/jj3kf7x2jc
title: Holstein cows

description: Data from paper MICROCLIMATIC CHARACTERIZATION OF NATURAL AND ARTIFICIAL SHADING AND ITS INFLUENCE ON THE PHYSIOLOGICAL AND BEHAVIORAL RESPONSES OF HOLSTEIN COWS
DOI: 10.17632/5c6xc9253v
title: A Study of the Incentive Effects of Employee Stock Ownership Plans on Corporate Innovation and Development from the Cost-Benefit Perspective

description: This study deeply analyzes the innovation incentive effect of an Employee Stock Ownership Plan (ESOP) from the perspective of cost-benefit and helps enterprises optimize incentive mechanisms. Chinese A-share listed companies from 2018 to 2022 are selected as the initial data samples. After excluding the financial and petroleum industries, state-owned enterprises, and companies lacking relevant data resources, a total of 921 samples are retained. Firstly, this study utilizes random effects models to analyze sample data and explores the impact of ESOP on the level of enterprise labor cost efficiency. Subsequently, through time series analysis comparing indicators before and after implementation, the experimental analysis examines the long-term and short-term effects of ESOP on incentivizing enterprise innovation development. Structural Equation Modeling (SEM) is employed to analyze the influence of ESOP on employee engagement in innovation activities and innovation investment to verify the existence of mediating effects. Finally, this study employs hierarchical regression models to study the moderating effect of ESOP on enterprise innovation efficiency, observing differences in impact under different levels of moderating variables. The results show: (1) the implementation of ESOP is positively correlated with enterprise labor costs across different industries, and ESOP implementation can enhance the efficiency of enterprise labor costs in various industries. (2) Time series analysis indicates a general upward trend in enterprise indicators after implementing ESOP, with p-values for the 22Q2 quarter being less than 0.05. The data indicates that the impact of ESOP is continuous and stable. (3) The total effect of ESOP on innovation investment is not significant (p = 0.025 &gt; 0.05), and the mediating effect is also not significant (p = 0.120 &gt; 0.05), indicating that the degree of participation in innovation activities may not play a significant mediating role. (4) The implementation of ESOP by companies can enhance employees' ability to bear innovation risks, thereby promoting enterprise innovation efficiency. This study aims to provide reference for management of listed companies to formulate more targeted and effective incentive policies, and to promote low-cost, high-profit innovation and development of enterprises.
DOI: 10.17632/p9jg9dypcg
title: Manual of BlackMax. A black-hole event generator with rotation, recoil, split branes, and brane tension. Version 2.02

description: This is the users manual of the black-hole event generator BlackMax (Dai et al., 2008), which simulates the experimental signatures of microscopic and Planckian black-hole production and evolution at proton–proton, proton–antiproton and electron–positron colliders in the context of brane world models with low-scale quantum gravity. The generator is based on phenomenologically realistic models free of serious problems that plague low-scale gravity. It includes all of the black-hole gray-body factors known to date and incorporates the effects of black-hole rotation, splitting between the fermions, non-zero brane tension and black-hole recoil due to Hawking radiation (although not all simultaneously). The main code can be downloaded from Dai et al. (0000).
DOI: 10.17632/g478pjdcxy
title: Improvements in charged lepton and photon propagation for the software PROPOSAL

description: Accurate particle simulations are essential for the next generation of experiments in astroparticle physics. The Monte Carlo simulation library PROPOSAL is a flexible tool to efficiently propagate high-energy leptons and photons through large volumes of media, for example in the context of underground observatories. It is written as a C++ library, including a Python interface. In this paper, the most recent updates of PROPOSAL are described, including the addition of electron, positron, and photon propagation, for which new interaction types have been implemented. This allows the usage of PROPOSAL to simulate electromagnetic particle cascades, for example in the context of air shower simulations. The precision of the propagation has been improved by including rare interaction processes, new photonuclear parametrizations, deflections in stochastic interactions, and the possibility of propagating in inhomogeneous density distributions. Additional technical improvements regarding the interpolation routine and the propagation algorithm are described.
DOI: 10.21233/t903-k692
title: WYOSU33 pollen surface sample dataset

description: Raw data for the WYOSU33 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/3zxtzw75ys
title: Data for: Effect of ionizing radiation on traditional and bacon "farofa".

description: The objective of this study is to analyze the effects of ionizing radiation on bacon (BF) and traditional (TF) “farofa” on rheological and physicochemical properties.
DOI: 10.17632/jjn9zyt4p4
title: WARS1 interactome

description: WARS1's interactome by mass spectrometry
DOI: 10.17632/t6n45rczzh
title: Impact of Climate Change on Human Migration: Socio-Environmental Drivers and Demographic Consequences

description: This data was use t investigate the impact human migration patterns, their biological and demographic consequences.
DOI: 10.17632/txvr8jzy4k
title: Deacon et al. JDS 2022 Supplementary Figures

description: Supplementary Figures for Deacon et al. Journal of Dairy Science 2022
DOI: 10.6084/m9.figshare.21875520.v1
title: Improving locational decision making: a heuristic that optimizes access and coverage

description: Data and code for "Improving locational decision making: a heuristic that optimizes access and coverage"
DOI: 10.17632/cx4sysywnw
title: Development and validation of a satisfaction and emotional perception scale for people undergoing fertility treatment

description: These are the data from the study so that you can replicate the analysis.
DOI: 10.17632/p339xbdgcf
title: Article results data

description: 16S rRNA assay raw data and article results Figure
DOI: 10.17632/9tyhcrjrnr
title: Global radiation in a rare biosphere soil diatom

description: This dataset contains alignment files, phylogenies and other data-files associated with the paper "Global radiation in rare biosphere soil diatom" by Pinseel et al.
DOI: 10.17632/hhnywy58m7
title: Data for: The cost-effectiveness of limiting Federal housing vouchers to use in low-poverty neighborhoods in the US

description: While all of our data sources are already publicly available, we provide additional information on their use here.
DOI: 10.17632/3fyffp7zss
title: An Analysis of Factors for Increase in Financial Turnover Gap Between Construction Companies Established During Same Time Period in KSA

description: This research investigates and evaluates various management-related factors influencing the Saudi Arabian construction companies that are responsible for the increase in the financial turnover gap between construction companies established during the same time period in KSA and tries to determine if the corporate management team or the site management team has a significant effect on the overall performance and success of construction companies.
DOI: 10.17632/vbzbzhrw98
title: Hyaluronan driven by epithelial aPKC deficiency remodels the microenvironment and creates a therapeutic vulnerability in mesenchymal colorectal cancer

description: Mesenchymal colorectal cancer (mCRC) is microsatellite stable (MSS), highly desmoplastic, with CD8+ T cells excluded to the stromal periphery, resistant to immunotherapy, and is driven by low levels of the atypical PKCs (aPKCs). We show here that a salient feature of these tumors is the accumulation of hyaluronan (HA), which along with reduced aPKC levels, predict poor survival. HA promotes epithelial heterogeneity, and the emergence of a tumor fetal metaplastic cell population (TFMC) endowed with invasive cancer features through a network of interactions with activated fibroblasts. TFMCs are sensitive to HA deposition in vivo and organoids, and their metaplastic markers have prognostic value. We demonstrate that in vivo HA degradation with a clinical dose of hyaluronidase impairs mCRC tumorigenesis and liver metastasis and enables immune checkpoint blockade therapy by promoting the recruitment of B and CD8+ T cells, including a proportion with resident memory features and blocking immunosuppression.
DOI: 10.17632/fyyp694myt
title: SVAC Geocoded

description: The dataset svac_geocoded contains select variables from SVAC version 1.0 by Dara Kay Cohen and Ragnhild Nordås (2014), and is filtered to observations of rebel actors (coded as actor_type 3 in SVAC) in Africa where sexual violence was recorded in the ai_prev, hrw_prev or state_prev variables. It also contains several new variables coded by the author using the SVAC variables. These variables are: location_specific, sv_location, sv_nonspecific, and sv_dummy. The variable SV_dummy is the aggregated prevalence measure by which these observations were filtered, assuming a value of 1 if any of the aforementioned prevalence measures records any level of sexual violence for a rebel actor - year. It has a value of 1 for all observations in the dataset. The variable location_specific assumes a value of 1 if the variable location_text for an observation in SVAC 1.0 specifies one or several locations in which sexual violence occurred that could be conntected to one or several first order admin units. All identifiable admin units are listed and each original observation was duplicated once for every admin unit. The variable sv_location contains the admin unit names. Accordingly, the dataset has a admin unit - year structure, unlike SVAC 1.0 which has an actor - year structure. The variable sv_nonspecific assumes a value of 1 if there were locations in the location_text variable that could not be tied to a specific admin unit.
DOI: 10.17632/k4gvdffhjg
title: Data for "Stroke lesion size – still a useful biomarker for stroke severity and outcome in times of high-dimensional models"

description: Prediction data and scripts. See the README file for additional information.

Update v2: Hyperparameter optimisation procedures were revised for SVMs/SVRs and random forests.
DOI: 10.6084/m9.figshare.4609303.v3
title: Complete_Enterobacteriaceae_plasmids

description: This dataset comprises sequences of 2103 complete Enterobacteriaceae plasmids, curated following initial retrieval from the NCBI nucleotide database on 26th August 2016. The 2103 nucleotide sequences are provided as a FASTA file ('nucleotideseq_Complete_Enterobacteriaceae_plasmids.fa'). Corresponding protein sequences (n=12,618), generated by translating each plasmid in all 6 frames, are also provided ('translatedproteinseq_Complete_Enterobacteriaceae_plasmids.fa'). In addition, there are two zipped Genbank files providing more information on accessions. One contains the 2103 curated accessions; the other contains 6952 accessions that were obtained initially, prior to curation.<br>For more details, see the associated journal article: "A curated dataset of complete Enterobacteriaceae plasmids compiled from the NCBI nucleotide database", Orlek <i>et al. </i>in press.
DOI: 10.17632/t4n8v9bdm5
title: Supplemental Table S1

description: Heritability, phenotypic effect, and genetic covariance with the different traits for rumen amplicon sequence variants (ASV).