cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/8pzcv6mwph
title: Effect of smartphone addiction on balance in Adults

description: Balance, in the context of human physiology, refers to the ability to maintain postural stability and equilibrium while performing various tasks or activities. Smartphone technology is a creative development and chronic use of smartphones can significantly impact balance through various mechanisms. Smartphone dependency has surged notably among college students. The primary aim of the research was to investigate how smartphone addiction influences balance in young adults. Understanding the significance of the effect of smartphone addiction on balance may contribute to potentially compromising one's ability to maintain postural stability and respond effectively to balance challenges. Total of 75 young male and female adults are involved in this study. The negative correlation was found between smartphone addiction and dynamic balance, indicated by the right composite score (Spearman’s ρ = -0.843, p = 0.001) and left composite score (Spearman’s ρ = -0.788, p = 0.001) and negative associations between smartphone addiction and static balance, both under conditions of eyes open (ρ = -0.351, p = 0.002) and eyes closed (ρ = -0.254, p = 0.28). Excessive smartphone uses compromises both static and dynamic balance, emphasizing the urgent need to address smartphone addiction for improved overall well-being and reduced risk of falls.
DOI: 10.17632/c4yt55k22d
title: Survey results: Students' perceptions towards English medium instruction in Indonesian higher education

description: The data sets consist of university students' responses to a survey which aimed to investigate their views towards English medium instruction and available student support in Indonesian universities.
DOI: 10.17632/smgx6s5pwr
title: Iraqi Student Performance Prediction

description: Iraqi dataset is collected through applying (or submitting) questionnaire in three Iraqi secondary schools for both applicable and biology branches of the final stage during the second semester of the 2018 year. Initially, the questionnaire contains 56 questions in three A4 sheets and it is answered by 250 students (samples). Latter, 130 samples are discarded due to lack of information since pre-processing is applied to obtain the most complete information of students. After removing inconsistencies and incompleteness in the dataset, this study considers 120 samples instances with 55 features for experiment purposes. The features are distributed into five main categories: Demographic, Economic, Educational, Time, and Marks. Table (1) shows the dataset’s attributes/features and their description. As illustrated in this table, new features are introduced, such as holiday and worrying effects. The relationships between parents with schools and use of books and references by the student are also considered.
DOI: 10.17632/yjm7kr86k4
title: Long-term imaging of individual ribosomes reveals ribosome cooperativity in mRNA translation

description: Raw imaging data
DOI: 10.6084/m9.figshare.15163935.v1
title: Conchas de Oro.xlsx

description: Listado de Conchas de oro de San Sebastián. Incluye premios de todas las ediciones, incluso cuando no se llamaba Concha de oro.Recoge: año, título de la película, director/a, países productores, idiomas, coproducción internacional (1=sí), recaudación en España (desde 2010), género de directore/a (1=mujer) y notas.<br>List of San Sebastian Golden Shells.Includes awards from all festival editions, even when the award did not have this name.Data: year, film title, director, producing countries, languages, international coproduction (1=yes), box office in Spain (since 2010), director gender (1=woman) and notes.
DOI: 10.6084/m9.figshare.27188418.v3
title: Data from: Soil microorganisms weaken the positive legacy effect of nutrient fluctuation on growth of invasive plants

description: The fluctuating resource hypothesis posits that invasive species can capitalize on resource fluctuations, leading to their successful establishment. However, it remains unclear how nutrient fluctuations in native plant communities prior to invasion may indirectly affect the subsequent growth of invasive plants through changes in soil biogeochemical properties. This study investigated the effects of nutrient fluctuations on soil nutrient content, fungal diversity, and the subsequent growth of invasive plants in soils conditioned by native plant communities. We conducted a two-phase experiment involving five native plant communities and four invasive plant species. In the soil-conditioning phase, native communities were subjected to three nutrient treatments: constant low, constant high, and pulsed high. Soil samples were analyzed for native plant biomass, total nitrogen and phosphorus content, and fungal diversity. In the feedback phase, invasive plants were grown in sterilized and live soil from each treatment, and their biomass production and allocation were measured. During the conditioning phase, the constant high nutrient treatment increased the aboveground biomass of native communities, soil nitrogen content, and diversity of arbomycorhizzal fungi (AM) compared to the constant low treatment, but decreased soil phosphorus content and the diversity of pathogenic fungi. Furthermore, the pulsed high nutrient treatment increased the aboveground biomass of native communities, soil phosphorus content and the diversity of pathogenic fungi compared to the constant high treatment, but decreased soil N. In the second phase, invasive plants exhibited higher biomass production under soils conditioned by the constant high nutrient treatment than the constant low nutrient treatment, and the pulsed high nutrient treatment compared to the constant high nutrient treatment. The growth-promoting effect of the legacy from the pulsed high nutrient supply was more pronounced in sterilized soil compared to live soil, indicating that soil biota may modulate the response of invasive plants to prior nutrient fluctuations. Our results demonstrate that nutrient fluctuations in native plant communities can indirectly affect the later growth of invasive plants through changes in soil biogeochemical properties and microbial community structures.
DOI: 10.6084/m9.figshare.27264168.v2
title: <b>Green Intentions: Analyzing Higher Education Students' Behavioral Drivers Towards Eco-Friendly Product Purchases</b>

description: This dataset forms part of a study that investigates the behavioral drivers of eco-friendly product purchasing among higher education students, with a focus on the application of the Theory of Planned Behavior (TPB) and the New Ecological Paradigm (NEP). It includes raw data from a survey conducted among undergraduate and postgraduate students. The survey measured constructs such as attitudes towards green products, subjective norms, perceived behavioral control, green purchase intention, and ecological attitudes using a 5-point Likert scale.<b>Key Variables:</b><b>Attitude Towards Green Products (ATT)</b><b>Subjective Norms (SN)</b><b>Perceived Behavioral Control (PBC)</b><b>Green Purchase Intention (GPI)</b><b>New Ecological Paradigm (NEP)</b>The dataset is intended to support analyses related to sustainability in consumer behavior, especially among the younger demographic in higher education institutions. It can be utilized by researchers, educators, and policy-makers interested in promoting sustainable consumption and understanding the factors influencing green purchase behaviors.
DOI: 10.6084/m9.figshare.28159514.v1
title: Supplement I for “Recombinant expression of receptor binding domains of all eight subtypes of botulinum neurotoxin type A for generation of antitoxins with broad reactivity”.

description: Supplement I
DOI: 10.6084/m9.figshare.3528983.v1
title: Appendix B. Slow mode replay (1/4 speed) of a Western Sandpiper biofilm-feeding on the Roberts Bank mudflat, the Fraser River estuary.

description: Slow mode replay (1/4 speed) of a Western Sandpiper biofilm-feeding on the Roberts Bank mudflat, the Fraser River estuary.
DOI: 10.17632/242bpz8562
title: Replication package for “International Transmission of the U.S. Dollar Liquidity Shock: The Channel of FX Borrowing and Lending”

description: Replication package for the paper “International Transmission of the U.S. Dollar Liquidity Shock: The Channel of FX Borrowing and Lending” by Youngju Kim, Hyunjoon Lim, and Youngjin Yun
DOI: 10.17632/crh8pmpnz9
title: datasets of Sedimentary records of mid-Holocene extreme storm events and Neolithic cultural response in the Yaojiang-Ningbo Plain, East China

description: all datasets relate to this study can be found in the file of "Supplementary materials", 
and the date of Hukengji Site can be found in the file of "original data of Lin et al for Marine Geology"
DOI: 10.17632/jc662chnx6
title: Replication data for Market-oriented reforms and wealth inequality in China

description: This File replicates the empirical and quantitative results in the paper titled "Market-oriented reforms and wealth inequality in China" .
DOI: 10.17632/f3bdjxcb4b
title: Tourism Recommendation Dataset

description: The reviews are scraped from Trip Advisor using Selenium tool. These are reviews about TajMahal and Periyar Tiger Reserve.
DOI: 10.17632/fmkvzbk3nt
title: Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution

description: Data for manuscript, entitled: "Accelerating first-principles estimation of thermal conductivity by machine-learning interatomic potentials: A MTP/ShengBTE solution" (1) python scripts developed for the ShengBTE/MLIP interface, (2) a guide for passive training of MTPs using the MLIP package, (3) examples of VASP input scripts for the AIMD simulations, (4) samples of untrained MTPs, (5) ShengBTE input files for all the considered examples along with the numerical procedure to extract the anharmonic force constants for every example using the trained MTPs.
DOI: 10.6084/m9.figshare.11743836.v1
title: Mapping of event identifiers to event names

description: Mapping of event identifiers to event names.<br>If you use this code or the plots generated from it, please cite/mention the following papers:Pappalardo, L., Cintia, P., Rossi, A. et al. A public data set of spatio-temporal match events in soccer competitions. Sci Data 6, 236 (2019) doi:10.1038/s41597-019-0247-7, https://www.nature.com/articles/s41597-019-0247-7Pappalardo, L., Cintia, P., Ferragina, P., Massucco, E., Pedreschi, D., Giannotti, F. (2019) PlayeRank: Data-driven Performance Evaluation and Player Ranking in Soccer via a Machine Learning Approach. ACM Transactions on Intelligent Systems and Technologies 10(5) Article 59, DOI: https://doi.org/10.1145/3343172, https://dl.acm.org/citation.cfm?id=3343172and the data collection on figshare:Pappalardo, Luca; Massucco, Emanuele (2019): Soccer match event dataset. figshare. Collection. https://doi.org/10.6084/m9.figshare.c.4415000
DOI: 10.6084/m9.figshare.23899986.v1
title: PRISMA checklist

description: PRISMA checklist
DOI: 10.6084/m9.figshare.25691193.v1
title: Alignments and tree files

description: The agaricomycete order Cantharellales contains approximately 1000 species of fungi characterized by diverse morphological forms, ecological guilds, and nutritional modes. Examples include coralloid lichens that form symbioses with unicellular green algae, bulbil-forming lichenicolous species, corticioid free-living fungi that degrade dead sources of organic carbon, pathogens that cause plant disease, orchid root endosymbionts, and ectomycorrhizal fungi including popular edible mushrooms. However, evolutionary relationships in the Cantharellales remain poorly understood due to conflicting estimates based on ribosomal rDNA loci. We constructed a five-gene phylogeny of the Cantharellales using data from 301 specimens across the order to evaluate family-level relationships and test the hypothesis of multiple independent origins of ectomycorrhizal, lichenicolous, and orchid mycorrhizal ecologies in the order. Four monophyletic families were recovered with strong measures of statistical support: Botryobasidiaceae, Ceratobasidiaceae, Hydnaceae sensu lato, and Tulasnellaceae, with Hydnaceae containing the greatest species richness and morphological diversity. The Cantharellales diverged during the Carboniferous period with subsequent diversification following the Permian-Triassic extinction. Ancestral state reconstruction supports a saprotrophic common ancestor of Cantharellales with at least three transitions to an ectomycorrhizal ecology, multiple transitions to a lichenicolous habit with one or more subsequent transitions to mutualistic nutritional modes, four transitions to an orchid mycorrhizal ecology, and two transitions to a lichenized lifestyle. Nine disparate clades contained samples of the polyphyletic genus <i>Sistotrema</i>, six of which will require taxonomic reassignment to other genera. This study represents the first comprehensive examination of the evolution of form and function across this ecologically and morphologically diverse order of fungi.
DOI: 10.6084/m9.figshare.4644472.v2
title: PCA MNI 2009b NLIN template

description: This is the first principal component combining T1-, T2- and proton-density (PD)-weighted templates of the MNI 2009b high resolution nonlinear asymmetric template series.<br>This single template retains ≥ 87.34% of variance in T1, T2 and PD templates combined within the brain segment of the templates.<br>This additional PCA template may be used for multispectral normalizations (e.g. as implemented in Lead-DBS software1).<br><b>Example case:</b> You did acquire T1-, T2-, PD- acquisitions from a subject but also acquired an inversion recovery (IR) sequence and you wish to combine all anatomical information to warp into standard space.<br>In this case, you could set up a combined nonlinear warp matching:<br>T1 acquisition -&gt; T1 templateT2 acquisition -&gt; T2 template<br>PD acquisition -&gt; PD template<br>IR acquisition -&gt; PCA template* (since no IR template available).<br><br>* using e.g. normalized mutual information as a convergence metric.<br>There is no empirical data to support this makes sense, but intuitively, the PCA template should be the most "universal" and contain information from all three templates available from the MNI.<br><br>Code to (re-) generate this template is available within Lead-DBS ('ea_pca_templates.m').
DOI: 10.17632/tjm63ht4k4
title: Supplementary materials for: Scour effects on lateral responses of pile groups in clays

description: 1. Matlab scripts for analyzing the laterally loaded pile groups in soft clays under local scour conditions using the proposed method as described in the manuscript of "Scour effects on lateral responses of pile groups in clays";
2. Supplementary data (Tables S1-S7) discussed in the manuscript of "Scour effects on lateral responses of pile groups in clays".
DOI: 10.6084/m9.figshare.21375777.v1
title: Supporting data, Horticulture could facilitate invasive plant range infilling and range expansion with climate change

description: Supporting Data for "Horticulture could facilitate invasive plant range infilling and range expansion with climate change" <br> In review. <br> Authors: Evelyn M Beaury, Jenica M. Allen, Annette E. Evans, Matthew E Fertakos, William G. Pfadenhauer, Michael Nelson, Bethany A Bradley <br> This file contains the list 89 ornamental invasive plants examined in the study, the nursery locations for each nursery found selling the species (sourced from Beaury et al. 2021, Frontiers in Ecology and the Environment), and the point locations where each species was recorded at greater than or equal to 5% cover (data sources are described in Table S1).
DOI: 10.6084/m9.figshare.27325089.v3
title: Motor unit systematic review project

description: The aim of this project was to identify and summarize all literature investigating motor unit discharge rate and discharge rate variability (coefficient of variation of the inter-spike interval; CoV-ISI) during voluntary isometric contractions at various force levels. Databases were searched up to May 9, 2024, and a total of 251 studies were included. The meta-means of motor unit discharge rate and CoV-ISI were estimated and compared across human muscles. As a secondary aim, we conducted linear meta-regressions to assess whether the effect of contraction intensity on motor unit discharge behaviour differed between muscles.For further details, please refers to the <b>READ ME</b> file.
DOI: 10.17632/5tvy2sfrpr
title: Nurse social courage: Relationship to emotional exhaustion and job satisfaction

description: The data examines the relationship between courage, emotional exhaustion, and job satisfaction. There is a high negative and significant correlation between job satisfaction and emotional exhaustion. The results provided significant evidence of how workplace social courage affects job satisfaction and emotional exhaustion. Workplace social courage negatively and significantly affected nurses' emotional exhaustion and job satisfaction in a positive and meaningful way. The results also showed that workplace social courage reduced emotional exhaustion in nurses by increasing job satisfaction.
The data was coded as follows: job satisfaction-JoSat, courage-C, emotional exhaustion-EmEx. Marital status, age, and experiences are the demographic variables.
DOI: 10.17632/bz8k2gpcbd
title: RTEII: A new high-resolution (0.1° × 0.1°) road transport emission inventory for India

description: This dataset represents the first VOC-speciated national emission inventory for road traffic sector emissions in India. By integrating the measured emission factors (EFs) for 74 speciated volatile organic compounds (VOCs), as well as methane (CH4), carbon monoxide (CO), and carbon dioxide (CO2), with high-resolution activity data, we generated gridded emissions for the Indian region at a spatial resolution of 0.1° × 0.1° for the year 2015. The MOZART species calculations are available in both TXT and NC formats.
DOI: 10.17632/kvwdkm9f3j
title: Predictive of dielectric constant in polymers by Quantitative Structure-Property Relationships (QSPR)

description: The dielectric constant (ε) reflects the ability of a material to align and orient electrical dipoles within its structure in response to an externally applied electric field; the greater the polarizability of molecules, the greater the value of dielectric constant. The study used a data set of 86 polymers to develop a structure-property quantitative relations (QSPR) model to predict the dielectric constant in polymers. A set of 1273 descriptors was used to construct two Gradient Boosting Regressor models (GB_A and GB_B). The best performing model (GB_A) with 8 descriptors, exhibited a performance of (R2train) = 0.938 and (R2test) = 0.802. The models were internally validated by 5 folds cross-validation, demonstrating robustness. Additionally, using the Accumulative Local Effect (ALE) technique, we analyzed the relationship between the 8 descriptors involved and how dielectric constant predictions of the model impact
DOI: 10.6084/m9.figshare.12554648.v1
title: Chromosome-level genome assembly of the black tiger shrimp (Penaeus monodon) using Pacbio sequencing and Hi-C technology

description: The black tiger shrimp, <i>Penaeus monodon</i> (Fabricius, 1798) is a valuable commercial marine species in the inshore region of India Ocean and Southeast Asia. Even with extensive application of sequencing, genome resources are still lack in shrimp because of high heterozygosity and extremely high proportion of repeat sequences. In this study, the genome assembly of the black tiger shrimp was constructed in a hybrid strategy with Pacbio long reads and Illumna short reads. The contig N50 and scaffold N50 of the preliminary assembly were 116.8 kb and 268.5 kb, respectively. The scaffolds were anchored into chromosome-level assembly with Hi-C. The chromosome-level assembly was 2.1 Gb, accounting for 90.2% of the estimated genome size, and consisted of 53.7% of repeat sequences. A total of 29,387 protein-coding genes were predicted, 75.6% of which were successfully annotated with putative function. Furthermore, divergence between the black tiger shrimp and Pacific white shrimp was estimated to be 2.79 million years ago. And the population size of black tiger shrimp had been increasing since 50,000 years ago. This assembly is the second chromosome-level assembly in shrimp, and will be a valuable genomic resource for conservation and breeding studies of the black tiger shrimp in the future research.
DOI: 10.6084/m9.figshare.24503926.v2
title: Dataset of PEA model paper

description: Data set of the manuscript "Perceptual error based on Bayesian cue combinationdrives implicit motor adaptation". https://doi.org/10.1101/2023.11.23.568442
DOI: 10.6084/m9.figshare.6400775.v1
title: tamil_glossary_data.csv

description: This Dataset contains about 2 lakh tamil equivalents for English Technical Terms
DOI: 10.17632/z6n4k2gyjz
title: RNGAVXLIB: Program library for random number generation, AVX realization

description: Abstract We present the random number generator (RNG) library RNGAVXLIB, which contains fast AVX realizations of a number of modern random number generators, and also the abilities to jump ahead inside a RNG sequence and to initialize up to 10 ^(19) independent random number streams with block splitting method. Fast AVX implementations produce exactly the same output sequences as the original algorithms. Usage of AVX vectorization allows to su... Title of program: RNGAVXLIB Catalogue Id: AEIT_v3_0 Nature of problem Any calculation requiring uniform pseudorandom number generator, in particular, Monte Carlo calculations. Any calculation requiring parallel streams of uniform pseudorandom numbers. Versions of this program held in the CPC repository in Mendeley Data AEIT_v1_0; RNGSSELIB; 10.1016/j.cpc.2011.03.022 AEIT_v2_0; RNGSSELIB; 10.1016/j.cpc.2013.04.007 AEIT_v3_0; RNGAVXLIB; 10.1016/j.cpc.2015.11.001 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.6084/m9.figshare.22014926.v1
title: Multivariate and univariate GWAS summay statistics for amygdala volumes

description: Multivariate GWAS of amygdala volumes Univariate GWAS of accessory basal nucleus Univariate GWAS of anterior amygdaloid area-AAA Univariate GWAS of basal nucleus Univariate GWAS of central nucleus Univariate GWAS of cortical nucleus Univariate GWAS of corticoamygdaloid transitio Univariate GWAS of lateral nucleus Univariate GWAS of medial nucleus Univariate GWAS of paralaminar nucleus Univariate GWAS of whole amygdala volume