cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/y6m3wk7bxf
title: Vegan Consumer

description: This research aims to provide a theoretical framework to examine the factors that drive the behavior of vegan consumers. Our data reveal that consumers’ social dominance orientation (SDO) is negatively related to preferences for vegan products, with perceived moral status of animals being the underlying factor that drives this relationship. Furthermore, humanization of animals increases liking for vegan products only for low SDO consumers but not for high SDO consumers.
DOI: 10.6084/m9.figshare.23587563.v1
title: Output of IBM simulations of giraffe populaiton from Tarangire

description: These data files are outputs from IBM simulations of: <br> Bond M, Lee DE, Paniw M. <strong>Extinction risks and mitigation for a megaherbivore, the giraffe, in a human-influenced landscape under climate change </strong> <br> The metadata is described in https://github.com/MariaPaniw/Masai_giraffe_ibm
DOI: 10.17632/9tm59d3nsn
title: Dataset for Pedestrian Traffic Lights detection

description: The dataset contains a total of 809 raw images , where 441 images are of red pedestrian light and 368 images belong to green pedestrian light class. The dataset is created by scanning through various search engines by using different keywords that include pedestrian crosswalk light, pedestrian green light, pedestrian lights, pedestrian red light, pedestrian traffic light and so on. We tried to consider versatile images in both classes for creating a certain degree of inter-class confusion in order to better train the model. The dataset is designed for binary problem of red or green pedestrian traffic lights detection in the city landscape. The dataset is divided into 80:20 for training and testing purposes in our study. The dataset can be used by the prospective researchers to propose machine learning algorithms for automated detection and screening of jaywalkers towards ensuring the efficient traffic monitoring system and performing surveillance in smart cities.
DOI: 10.17632/x3pr2z4t5w
title: G-DIGIPROBE: Geospatial and Digital Identification of Problems in Crops

description: G-DIGIPROBE is a platform independent web app developed for Geospatial and Digital Identification of Problems in Crops. It is based on the robust principles of compositional nutrient diagnosis (CND) norm and we perceived it as the most powerful and scientific approach to profile the nutrient imbalance.
DOI: 10.4121/uuid:84dd2409-cae0-43a5-ad5e-a7dbc771f0e3
title: Supplementary materials for the article: Common factor analysis versus principal component analysis: a comparison of loadings by means of simulations

description: Supplementary materials for the article: De Winter, J. C. F., & Dodou, D. (2016). Common factor analysis versus principal component analysis: a comparison of loadings by means of simulations. Communications in Statistics - Simulation and Computation, 45, 299–321.
DOI: 10.17632/5477zhnmn2
title: Vietnam Real Estate Data

description: This dataset contains 10,000 posts of real estate advertisements in Vietnam.
DOI: 10.17632/hrs3fgc8tt
title: Germination data of individual seeds (N = 1200) of the Negorelskaya variety Pinus sylvestris L. (empirical dataset)

description: The dataset contains tabular data container-brown 30-day- (Table 2) and 50-days-germination (Table 3) day of each of the 1,200 individual seeds
DOI: 10.17632/mrbjm3y6z2
title: WhatsApp Video based rehabilitation for Patients with Parkinson's Disease

description: Parkinson disease is a second most leading chronic, progressive degenerative disease of central nervous system characterized by motor and non-motor symptoms. Telerehabilitation has been used in various neurological conditions i.e stroke, Parkinson disease.Recent studies discussed its effects equal to face-to-face therapy. This study is designed to check the effect of WhatsApp video based rehabilitation in improving balance and quality of life among patients with Parkinson disease as telerehabilitation. Five patients with Parkinson disease were recruited on the basis of inclusion criterion. All patients received balance training, stepping activity and mobility training 2 times for 7 days upto 4 weeks. Outcomes were assessed at baseline and after the intervention of the selected patients. Balance was assessed by the Berg Balance scale. And, the quality of life was assessed by the Parkinson disease questionnaire-39. Normality of the data was determined by Shapiro-Wilk test and the data was normally distributed. Paired t-test was used to compare the values of outcome measures. After the 4-week intervention, balance was improved significantly (p&lt;0.05), quality of life improved significantly (p&lt;0.05). We concluded that the WhatsApp video based rehabilitation improved the balance and quality of life of patients with Parkinson disease. However, more research is necessary to identify the effects of WhatsApp video based rehabilitation with larger sample size.
DOI: 10.17632/c937vgyzf5
title: Efficient gold enrichment in iron (oxyhydr)oxides via nanoparticle adsorption and coarsening

description: Data in the manuscript by Feng-Xia Huang et al. to be published by Geochimica et Cosmochimica Acta as "Efficient gold enrichment in iron (oxyhydr)oxides via nanoparticle adsorption and coarsening".
DOI: 10.17632/k9yy8r89jp
title: Extracurricular Activities and Employability Skills with reference to MBA Students of RTM Nagpur University, Nagpur

description: Extracurricular activities play an important role in today's business management program. MBA students are receiving training in different areas and this program produces exceptionally talented professionals with the right attitude, right skills and knowledge as required current industry. The purpose of this study is to determine whether the skill improvement of MBA students differs based on their participation in extracurricular activities. Extracurricular activities are found in all levels of our schools in many different forms. They can be sports, clubs, debate, drama, school publications, student council, and other social events. This paper describes the relationship between extracurricular activities and the positive effects on employability skills. Research has documented that by participating in extracurricular activities, students learn life skills that benefit both their academic and professional careers. KEYWORDS: Curricular activities, Business management, development, skills, etc.
DOI: 10.17632/twvc6d3dg4
title: Hanish et al. (2020)_AOB Plants

description: Data and R code for Hanish et al. (2020) in AoB Plants: "Endozoochory of Chrysobalanus icaco (Cocoplum) by Gopherus polyphemus (Gopher Tortoise) facilitates rapid germination and colonization in a suburban nature preserve" We examined whether Gopherus polyphemus (Gopher Tortoise) facilitated the spread of Chrysobalanus icaco (Cocoplum; Chrysobalanaceae) over a 14 year period in a suburban nature preserve (in Jupiter, Florida, USA) by: 1) comparing germination patterns among gut passed, hand depulped, and whole fruit treatments, and 2) testing hypotheses about environmental predictors of the spatial distribution of C. icaco, including information about G. polyphemus movement pathways and burrow locations. For the germination trials, we did not find a significant difference in the overall proportion of seeds that germinated by the end of the observation period, but Time to Event analysis revealed that gut passed seeds tended to germinate earlier than hand depulped and whole fruit treatments, supporting a lone scarification effect. Point Process Modeling revealed that the density of C. icaco bushes was higher near G. polyphemus movement pathways and was lower inside Serenoa repens (Saw Palmetto) patches, supporting a positive effect of tortoise movement patterns on plant distributions. The density of C. icaco increased from west to east, consistent with westward dispersal from the four founder bushes on the east side of the study area. After removal of outliers, we also detected a negative association between C. icaco spatial density and G. polyphemus burrow density that was presumably explained by the fact that seeds defecated deep within burrows were unlikely to germinate and establish without secondary movement. The results suggest that G. polyphemus contributed to the rapid dispersal of C. icaco by scatter dispersal of seeds (via feces) in areas where tortoises were active and that movement pathways provided suitable conditions for colonization. Data are from the MS thesis of CJH, conducted at Florida Atlantic University under the supervision of JAM. CJH and JAM conceived of the idea for the project. CJH, SV, and JAM developed methodology and conducted field work. CJH and SV maintained germination trials; designed and analyzed by CJH. Point pattern analyses were conducted by CDA. All R code (including figure files) were written by CDA. The germination data are provided as two comma delimited (.csv) files. "Cocoplum Germination Info" contains the raw data for each seed, including the fecal sample it was found in and the date it was collected. "GerminationDataCSV" contains the data from the germination trials. The R code required to reproduce Fig. 4 and SFig. 1 can be found in the text file: "Hanish et al_R code_Seed counts and germination curve". The spatial data are provided as shapefiles. The R code required to reproduce all Point Pattern Analyses and figures can be found in the text file: "Hanish et al_R code_Point pattern analysis".
DOI: 10.17632/w7jjcx7gj6
title: A histopathological image dataset for grading breast invasive ductal carcinomas

description: In this dataset, a histopathological microscopy image dataset of 922 images related to 124 patients with IDC is introduced. This dataset is published and accessible through web via: http://databiox.com. What makes this dataset distinct from the similar ones is that it contains equal number of specimens from each three grades of IDC, which led to around 50 specimens for each grade.
DOI: 10.17632/zz4x7xkwkx
title: Database of SOC remote sensing studies (updated)

description: A database of soil organic carbon remote sensing studies published between 1969 - 2022. Associated with the publication titled: Soil carbon remote sensing: A meta-analysis and systematic re-view of published results from 1969 – 2022.
DOI: 10.6084/m9.figshare.29134496.v1
title: <b>Significant increase of cinnamic acid in metabolites of chicks infected with infectious bronchitis virus and its remarkable antiviral effects</b><b> in vitro</b><b> </b><b>and</b><b>in vivo</b>

description: <b>Significant increase of cinnamic acid in metabolites of chicks infected with infectious bronchitis virus and its remarkable antiviral effects</b><b> in vitro</b><b> </b><b>and</b><b>in vivo</b>
DOI: 10.6084/m9.figshare.5125291.v1
title: Supplementary Material for: Seeing the Wood through the Trees: The Current State of Higher Systematics in the Strepsirhini

description: Strepsirhines comprise 10 living or recently extinct families, ≥50% of extant primate families. Their phylogenetic relationships have been intensively studied, but common topologies have only recently emerged; e.g. all recent reconstructions link the Lepilemuridae and Cheirogaleidae. The position of the indriids, however, remains uncertain, and molecular studies have placed them as the sister to every clade except <i>Daubentonia</i>, the preferred sister group of morphologists. The node subtending Afro-Asian lorisids has been similarly elusive. We probed these phylogenetic inconsistencies using a test data set including 20 strepsirhine taxa and 2 outgroups represented by 3,543 mtDNA base pairs, and 43 selected morphological characters, subjecting the data to maximum parsimony, maximum likelihood and Bayesian inference analyses, and reconstructing topology and node ages jointly from the molecular data using relaxed molecular clock analyses. Our permutations yielded compatible but not identical evolutionary histories, and currently popular techniques seem unable to deal adequately with morphological data. We investigated the influence of morphological characters on tree topologies, and examined the effect of taxon sampling in two experiments: (1) we removed the molecular data only for 5 endangered Malagasy taxa to simulate ‘extinction leaving a fossil record'; (2) we removed both the sequence and morphological data for these taxa. Topologies were affected more by the inclusion of morphological data only, indicating that palaeontological studies that involve inserting a partial morphological data set into a combined data matrix of extant species should be interpreted with caution. The gap of approximately 10 million years between the daubentoniid divergence and those of the other Malagasy families deserves more study. The apparently contemporaneous divergence of African and non-daubentoniid Malagasy families 40-30 million years ago may be related to regional plume-induced uplift followed by a global period of cooling and drying.
DOI: 10.6084/m9.figshare.7185185.v2
title: Data from: Foliar fungal endophyte communities are structured by environment but not host ecotype in Panicum virgatum (switchgrass)

description: R code and datasets required for analyses
DOI: 10.17632/7gsbgbt9xp
title: A finite-element toolbox for the stationary Gross–Pitaevskii equation with rotation

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract We present a new numerical system using classical finite elements with mesh adaptivity for computing stationary solutions of the Gross–Pitaevskii equation. The programs are written as a toolbox for FreeFem++ (www.freefem.org), a free finite-element software available for all existing operating systems. This offers the advantage to hide all technical issues related to the implementation of the finite element method, allowing to easily code various numerical algorithms. Two robust and optimized... Title of program: GPFEM Catalogue Id: AFBD_v1_0 Nature of problem The software computes 2D or 3D stationary solutions of the Gross-Pitaevskii equation with rotation. The main application is the computation of different types of vortex states (Abrikosov vortex lattice, giant vortex) in rotating Bose Einstein condensates. The software can be easily modified to take into account different related physical models. Versions of this program held in the CPC repository in Mendeley Data AFBD_v1_0; GPFEM; 10.1016/j.cpc.2016.07.034
DOI: 10.17632/jjjmh26c2g
title: Locomotor responses to salt stress in native and invasive mud-tidal gastropod populations (Batillaria)

description: This data set includes footage videos of snails reacting to different saline regimes of 13, 23, 33, and 43 PSU. These snails were collected from the north and east coast of the Japan archipelago (Nemuro city, 43°15’N, 145°28’E and Matsushima bay, 38°22’N, 141°4’E), and the west coast of the USA (Monterey Bay, Elkhorn Slough, 36°49’N, 121°45’W). There are three zipped files named after the sampling sites of Nemuro, Matsushima, and Elkhorn Slough. Each zipped file contains 15 folders labeled with recorded day. Each of these contains 80 AVI files labeled with the format of Recorded day_Salinity_FF_number, in which FF is "FastForwarded" and numbers are identities of recorded snails. For example, the first video in Matsushima zipped file/Folder Day 1/Day 1_13_FF_1 is a locomotor video of snail 1 recorded on the first day of the acclimation experiment when exposed to 13 PSU. STL_tool.zip contains Spectral Time Lapse Matlab script used for tracking and quantifying the movement of recorded snails.
DOI: 10.17632/k9ns8zbvgy
title: Influence of National Culture on Lean Manufacturing Effectiveness: A Multi-Group Analysis

description: Although numerous studies have explored the technical aspects of lean manufacturing, few have specifically examined the impact of national culture on its effectiveness. Furthermore, the relationship between national culture and operational performance resulting from the practice of lean manufacturing is likely non-linear, leading to inconsistent findings in previous research. To address this gap, this study employs multi-group invariance analyses, which do not rely on strict assumptions of linearity, to investigate how lean manufacturing practices affect operational performance across groups with varying national cultural dimensions.
The author developed and tested seven models associated with five cultural dimensions, along with two control variables (type of ownership and enterprise size), using data from 271 global manufacturing plants located in Vietnam. The findings indicate that lean manufacturing is more effective in plants with the following characteristics: 1/ Small size: Smaller plants tend to benefit more from lean practices; 2/ Low power distance: Organizations valuing a flatter hierarchy and reduced power distance experience greater effectiveness; 3/ Low uncertainty avoidance: Cultures that embrace ambiguity and change are better suited for lean implementation; 4/ Feminine culture: Lean practices align well with cultures emphasizing collaboration, empathy, and work-life balance. These results partially support the practice-culture congruence perspective. 
The dataset below includes processed information from the 271 global manufacturing plants in Vietnam, covering details such as type of ownership, industries of operation, average years of operation, number of employees, and the Cultural Values Scale (CVSCALE), which assesses Hofstede’s five cultural dimensions.
DOI: 10.6084/m9.figshare.27200997.v2
title: Dataset.zip

description: This is a dataset of research '<b>Rheological and Mechanical Properties of High Strength Cement Pastes Containing Polyvinyl Alcohol Fiber (PVA) for pervious concrete system</b>'
DOI: 10.17632/8yc3hg2c4m
title: Credit Constraints and the Composition of Housing Sales. Data and Code

description: Data, code and guidance necessary to replicate figures and tables in the paper "Credit Constraints and the Composition of Housing Sales. Farewell to First-time Buyers?" published at the Journal of the European Economic Association in 2020. See Readme for further details.
DOI: 10.17632/by74pydg42
title: Wind speed and turbulence intensity time series

description: This dataset provide reader to get real-time turbulence intensity data corresponding to the wind speed time series on multiple time resolutions. The dataset is comprised of two parts: original wind speed series, and multi-resolution wind speed and turbulence intensity. The original wind speed dataset gives the wind observation on different altitudes on the wind farm, such as speed, fluctuation, direction, maximum, minimum, as well as air conditions, with a sampling rate of 10 minutes from Jan. 1,2013 to Dec. 31, 2013. Multi-resolution wind speed and turbulence intensity dataset provides the average wind speed and turbulence intensity on different time scales (1 hour, 2 hours, 4 hours, 6 hours, 12 hours and 24 hours), which is calculated from the highest altitude where the wind speed is obtained.
DOI: 10.17632/d3g2v8nthy
title: Data for: Is There A Relationship Between Stress in Walls of Abdominal Aortic Aneurysm and Symptoms?

description: The data include anonymised image-sets of abdominal aortic aneurysms, geometry data (discretised surfaces of the aneurysms in STL format), and patient-specific finite element models for all 19 patients with abdominal aortic aneurysm we analysed in this study.
DOI: 10.6084/m9.figshare.17425568.v1
title: Sherlock Holmes Collection

description: Collection of Sherlock Holmes stories
DOI: 10.17632/p9z4h98s6j
title: RespiratoryDatabase@TR (COPD Severity Analysis)
DOI: 10.17632/tgddhyry84
title: [Dataset] Physicochemical Profiling of Pocockiella variegata-Mediated CaO Nanoparticles and Nanoscaffolds

description: The dataset presents a comprehensive characterization of Pocockiella variegata -mediated CaO nanoparticles and nanoscaffolds through multiple analytical techniques. X-ray diffraction patterns reveal structural information about the crystalline phases present in the samples. UV-visible absorption spectra demonstrate the optical properties across a defined wavelength range. Fourier-transform infrared spectroscopy identifies functional groups involved in nanoparticle formation and stabilization. Thermogravimetric analysis profiles show thermal behavior under controlled conditions. Zeta potential measurements indicate surface charge properties of the colloidal suspensions. Scanning electron microscopy images provide morphological details at various magnifications. The collection includes raw experimental data along with processed files for each technique. All measurements were conducted following standardized protocols with appropriate controls. Multiple sample replicates ensure data reliability and reproducibility. The dataset offers a systematic investigation of biologically synthesized calcium oxide nanomaterials.
DOI: 10.6084/m9.figshare.640021.v1
title: Accuracies, run times, and statistics for search algorithms minimizing the Rastrigin function.

description: In the Nelder-Mead Results, Hill Climber Results, Random Search, and Genetic Algorithm tabs, the minimum value found by that method is displayed along with the time the algorithm took to arrive at that minimum. In the Statistics and Graph tabs, t-tests are run to compare the accuracies of three search algorithms to the adaptive genetic algorithm.
DOI: 10.17632/42mcpx7f26
title: U-Net-Based Medical Image Segmentation and Structural Refinement

description: In this work, we introduce NGU-Net, a new framework based on U-Net that includes two main modifications: (1) batch normalization applied after every second convolutional layer to reduce the variation of internal covariates and increase the stability of training, and (2) a custom activation layer that replaces the second convolutional layer to better capture meaningful features. These modifications lead to faster convergence during training and significant improvements in segmentation accuracy, as demonstrated in brain MRI experiments.
DOI: 10.17632/9vy6f6g5k3
title: Aversion to Health Inequality – Pure, Income-Related and Income-Caused

description: This data accompanies the paper Robson, O'Donnell and Van Ourti (2023), "Aversion to Health Inequality – Pure, Income-Related and Income-Caused". In the paper, we design and run an online experiment, with a representative sample of the UK population, to identify aversion to pure health inequality separately from aversion to income-related and income-caused health inequality. Here, we provide data and code. The Policy Evaluation folder contains: 1) a RData file, which includes the estimated preference parameters; and 2) an R script file, which includes a function that allows others to use our estimated preference parameters to conduct evaluate health policy. Further data and code will be uploaded on publication of our paper. Please contact us if you have any questions.
DOI: 10.17632/9x45s74ww5
title: Dataset Accessibility and Web-based Serious Games

description: Dataset Accessibility and Web-based Serious Games: Systematic literature review
DOI: 10.17632/hcck7zjjvb
title: flight tickets

description: Tourism Hospitality and Travel Habits.Flight tickets and hotel booking of touristic visitors
DOI: 10.17632/h25n2w4vfd
title: Lateglacial to Middle Holocene landscape development in a small-sized river valley near Antwerp (Belgium): supplementary files

description: This dataset contains raw data of sedimentological, macrobotanical and palynological analyses and age-depth modelling settings & output for two cores from the Opstal Valley.