cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27895878.v1
title: Raw Data of Network Attention in Baidu Index.xlsx

description: Based on Baidu Index data, index measurement, spatial geographic analysis, regression model and geodetector were used to analyse the temporal and spatial evolution characteristics and influencing factors of the network attention on China-foreign cooperative education in China from 2011 to 2022. The results show: (1) The network attention on China-foreign cooperative education shows an overall fluctuating upward trend, with the rapid growth rate of network attention during 2011-2016 and reaching its peak in 2019; the seasonal difference of network attention is significant, peaking in June-August each year. (2) The distribution of network attention on China-foreign cooperative education among provinces is mainly characterized by aggregation and uneven, the very high and high network attention zones are mainly distributed in the Bohai Rim, Jiangsu, Zhejiang and Shanghai, as well as Guangdong and Sichuan. (3) The spatial distribution of network attention on China-foreign cooperative education is mainly affected by 8 factors: number of higher education institutions, number of full-time teachers in higher education institutions, number of students in higher education institutions, number of fixed broadband access subscribers, number of cell phone subscribers, GDP, permanent residents population, and annual average temperature.
DOI: 10.17632/8sc8n33tmh
title: Zinc chelates of glycine as a growth and survival enhancer in hybrid grouper and whiteleg shrimp

description: The dataset documented enhanced growth performance of both the hybrid grouper and whiteleg shrimp which suggests that dietary supplementation with a zinc chelate glycine can promote better growth rates, essential for meeting the increasing demand for aquatic food products.
DOI: 10.17632/btkskgx2jy
title: Data for: Coupling effects of surface energy, strain gradient and inertia gradient on the vibration behavior of small-scale beams

description: This is the research dataset used in the research
DOI: 10.17632/dfgb37479r
title: Pathways for peat

description: Peatlands are the largest terrestrial carbon store in the world and store twice as much carbon as all forests. In the Netherlands, peatlands have been drained on a wide scale. This drainage has caused the accelerated decomposition of peat, resulting in subsidence and greenhouse gas emissions. In the light of these substantial greenhouse gas emissions, a shift is taking place in the management of peatlands.

The Dutch government has underlined this shift by its ambitions to limit greenhouse gas emissions from peatlands by 1,0 Mt CO2-eq in 2030, as described in the Climate Accord. The Dutch government has also committed itself to a reduction of greenhouse gas emissions of 95% in 2050, which will translate to a reduction of 3,9 Mt CO2-eq in 2050 compared to 1990. Provinces are currently developing strategies to achieve the goal in 2030 and a nationwide research program has been set up to monitor and model emissions better. 

Based on these ongoing strategies and programs, this study wants to illustrate possible combinations of intermediate steps that lead to reaching the reduction goals of 1,0 Mt CO2-eq reduction in 2030 and a reduction of 95%, 3,9 Mt, in 2050 for the Dutch peatlands by designing scenarios and pathways. This study will thereby answer the question: “What are possible pathways to reduce the GHG emissions of the Dutch peatlands with 1,0 Mt CO2-eq by 2030 and with 3,9 Mt by 2050 compared to 1990? “
DOI: 10.17632/rgb329j5z3
title: Replication Package for Banking Complexity in the Global Economy

description: This is the replication package for Banking Complexity in the Global Economy
DOI: 10.6084/m9.figshare.25928935.v1
title: Germline missense MSH6 VUS - 7

description: Molecular dynamics simulation of the VUS based on the ClinVar database, the simulation is up to 100 ns.
DOI: 10.17632/j6rtdskrvc
title: Data from: Formation of beta-strands in the extramembrane controls dimerization of transmembrane helices in amyloid precursor protein C99 intrinsically disordered domains

description: Within this data set are
1) Conformations of the 99-residue C-terminal domain of Amyloid Precursor Protein (C99), which is processed to form amyloid beta, in a POPC lipid bilayer and 150 mM NaCl aqueous solvent.
2) Input parameters for gREST simulations of C99 monomer and homodimer in the GENESIS molecular dynamics simulation package.
3) NMR peak intensity ratios (I/I0) due to addition of paramagnetic probes measured at dilute C99 concentrations.
DOI: 10.6084/m9.figshare.19710343.v1
title: Repository of molecular docking analysis from chickpea peptides

description: The present repository contains the results of all molecular docking analysis from the chickpea peptides analyzed in the study.
DOI: 10.17632/2j5yxtsmds
title: Survey Questionnaire for Financial Stress and Work Motivation

description: This survey questionnaire is designed to gather information on the demographic profiles, financial stress levels, and work motivation of individuals. The aim is to understand how personal characteristics, financial pressures, and work-related factors influence employees' overall well-being and job satisfaction.
DOI: 10.17632/8nyxy9wdvg
title: Data for: Revisiting the Solow Growth Model: New Empirical Evidence on the Convergence Debate

description: This document includes dataset in the paper "Revisiting the Solow Growth Model: New Empirical Evidence on the Convergence Debate"
DOI: 10.17632/xmv76cvvsx
title: Dataset for the evaluation of the cooling performance of parks, cemeteries, and allotments in Berlin (Germany)

description: This study inspected 230 parks, 154 cemeteries, and 512 allotments over six dates for the city of Berlin (Germany) using Landsat 8 TM images. For this purpose, the three cooling capacity indicators, Park Cooling Distance (PCD), Park Cooling Intensity (PCI), and Park Cooling Area (PCA), were calculated using the turning point method. To explain the cooling capacity of the three urban green spaces, various influencing factors were considered and statistically analyzed using correlations and random forest. The results show that cemeteries have a more constant cooling capacity (PCD &gt; 0 over all six dates) with 85.7 % than parks (79.1 %) and allotments (53.4 %). Parks show the highest mean PCD of 259 meters, compared to 217 meters for cemeteries and 187 meters for allotments, while the cemeteries have the highest mean PCI of 2.23 °C, compared to parks (2.04 °C) and allotments (1.08 °C). The proportion of vegetation and sealed surfaces influences the PCI of all three urban green spaces. In addition, the area size and perimeter show a high influence on the PCI of the cemeteries. The water areas in the surroundings show a high influence on the PCD of the three urban green spaces. The results indicate that, in addition to parks, cemeteries also have a high cooling capacity, but are of less benefit to the residents due to their usage and location in the urban area.
DOI: 10.17632/kd38csdw7z
title: Symmetrized program for calculating energy bands and electronic structure of solids

description: Title of program: SYMMETRIZED APW Catalogue Id: ACMJ_v1_0 Nature of problem The program calculates the energy bands and electronic structure of solids. It is written to include two different atoms per unit cell. ADAPTATION SUMMARY: Vol:Year:Page 10:1975:67 "0001 SYMMETRY AND BANDSTRUCTURE" "Symmetry and bandstructure." J.Th.M. de Hosson Note: adaptation instructions are contained in source code Versions of this program held in the CPC repository in Mendeley Data ACMJ_v1_0; SYMMETRIZED APW; 10.1016/0010-4655(72)90098-7 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/pw7d8v8mmb
title: Data for: Zileuton use and phenotypic features in Asthma

description: Data on asthma phenotypes and pulmonary function tests across a population on Zileuton for asthma
DOI: 10.17632/trxwr9hhfg
title: Brief Analysis Data 

description: It contains air temperature of 6 readings recorded in the month of December  and wall temperature in for 24 hours recorded in the month of October. Sheet 2 contains observed data describing features and compiled data.
DOI: 10.17632/yyt9tz7t4w
title: Data for: Association of Bipolar Disorder I with Obsessive Compulsive Disorder: a study from Pakistan
DOI: 10.17632/wmtfvz9hcb
title: Custo-efetividade de medicamentos biológicos no tratamento da psoríase em placas moderada a grave [Cost-effectiveness of biological drugs in moderate to severe plaque psoriasis]

description: Trata-se do repositório de versões do modelo completo de análise de custo-efetividade de medicamentos biológicos no tratamento da psoríase em placas moderada a grave elaborado pelo Núcleo de Avaliação de Tecnologias em Saúde do Instituto Nacional de Cardiologia (NATS-INC) com o intuito de dar subsídio às discussões sobre incorporação de tratamentos no Sistema Único de Saúde (SUS) pela Comissão Nacional de Incorporação de Tecnologia no SUS (Conitec). [This is the repository of versions of the complete model of cost-effectiveness analysis of biological drugs in the treatment of moderate to severe plaque psoriasis builded by the Center for the Evaluation of Health Technologies of the National Institute of Cardiology (NATS-INC) aiming to support the reimbursement discussions of the National Commission for Incorporating Technology into SUS (Conitec)] 24/08/2020 - Uma nova versão do modelo foi disponibilizada, considerando: - Revisão do número de doses do ustequinumabe - Novo preço proposto para o ixequizumabe - Novo preço proposto para o risanquizumabe 14/04/2021 - Uma nova versão do modelo foi disponibilizada, considerando: - Inclusão da opção terapêutica com certolizumabe
DOI: 10.6084/m9.figshare.24995750.v2
title: Genome assembly of <i>Phaseolus coccineus</i>

description: The chromosome-level reference genomes of Phaseolus coccineus, the genome size is 593Mb, contig N50 is 40 Mb, scaffold N50 is 53 Mb.
DOI: 10.17632/6p46k6x25c
title: Data for: The pass-through effects of oil price shocks on China's inflation: A time-varying analysis

description: Our dataset consists of monthly data of the oil supply, global demand, domestic demand, real oil price (ROP), import prices, producer prices and consumer prices from January 1999 to December 2016. To reflect the changes in oil supply, world oil production (WOP) provided by the U.S. Energy Information Administration (EIA) is selected, and the data are sourced from the Wind database. Because the Kilian economic index (KI), which was developed by Kilian (2009), can effectively reflect the global economic conditions (Klovland, 2002), following Gupta and Modise (2013) and Hu et al. (2017), we use this index to measure global demand. The year-on-year growth rate of China’s industrial added value (IAV) can effectively reflect China’s economic conditions; thus, following Tan et al. (2015) and Li et al. (2017), the IAV is chosen to represent the domestic demand. Following Gupta and Modise (2013) and Kim et al. (2017), the ROP is defined as the U.S. refiners’ acquisition cost for imported crude oil, for which data are obtained from the U.S. Department of Energy. Based on Shi and Zhao (2016) and Chen and Liao (2017), the IMPI is selected as the proxy for China’s inflation at the import stage. This index measures the changes in China’s imported commodity prices. Following Shi and Zhao (2016) and Zhu et al. (2019), the PPI is chosen to reflect China’s inflation at the production stage. This index measures the changes in the ex-factory price of industrial products. To analyze the effects of oil price shocks on China’s inflation at the consumption stage, we consider the CPI in our analysis. The data of IMPI, PPI and CPI are sourced from the Wind database.
DOI: 10.17632/fsn7nvhfph
title: SINGLE INSTRUCTOR AND TEAM TEACHING: EFFECTS ON TERTIARY STUDENTS' ACADEMIC PERFORMANCE

description: The data has a primary source. It comprises of 232 rows and 20 columns. Some variables were used for socio demography purpose, while others were classified under any of, Academic Performance , Single Teaching and Team Teaching
DOI: 10.17632/pr7bgzxpgv
title: Spectrogram Images of Breathing Sounds for COVID-19 and other Pulmonary Abnormalities

description: The dataset contains the spectrogram images of the real and generated human breathing sounds. The real breathing sounds are procured from Covid-19 patients as well as people not affected by Covid-19 (normal). The generated breathing sounds are procured from online medical repositories for educational purposes. The breathing sounds are segregated into 4 categories: Crackles-coarse, Crackles-fine, Wheezes, and Normal. The dataset comprises spectrogram images for - 420 coarse crackles (generated), - 375 fine crackles (generated), - 1143 normal (generated), - 322 wheezes (generated), - 1734 Covid-19 (real), - 2690 non Covid-19 (real)
DOI: 10.17632/37fhtg85fk
title: Optimization and prediction of fresh eco-efficient ultra-high-performance concrete properties

description: The objective of this study is to investigate the most significant factors that may influence the rheological characteristics of UHPC. In this study, an attempt was made to Optimize UHPC mixtures containing various proportions of water, cement, and sand, with the Ns powder as a possible property enhancer. The aim of such Optimization is to determine the optimum ingredient proportions and Ns content to achieve the best rheological properties, such as flow, setting time, and HRWR requirements. The Optimization should also target the highest compressive strength as a strong indication of the overall mechanical behaviour.
DOI: 10.17632/sp2tpwj4vd
title: Data for: The effect of chronic academic stress on directed forgetting

description: Data of Behavioural, Cortisol concentration, and Questionnaire.
DOI: 10.17632/3n2vrw6rdk
title: Effect of MIP on Students Understanding of Mechanical Properties of Steel

description: Data Used to Study Effect of Multimedia Instructional Package on Students Understanding of Mechanical Properties of Steel
DOI: 10.17632/3r25j88v5m
title: The Impact of Technology Acceptance and Personality Traits on the Willingness to Engage in AI-assisted Hiring Practices.

description: Survey data
DOI: 10.17632/thbt522msy
title: Data for: Dynamic response of cylindrical explosion containment vessels subjected to internal blast loading
DOI: 10.17632/tyd89kbv5d
title: A growth-based screening method for entomolopathogenic bacteria against Spodoptera frugiperda

description: Bioassay data were analyzed using probit analysis with PoloPlus software (LeOra Software 2002, Berkeley, CA, USA). The mortality results obtained from insect bioassays in this paper are values of the adjust mortality, and the calculation formula as follow: adjust mortality (%) = (mortality of treatment － mortality of control) / (1- mortality of control) × 100%. 
Statistical analyses were also performed using SPSS statistical software v12.0 (SPSS, Inc., Chicago, IL, USA). Mortality, colony diameter and enzyme activity were analyzed using one-way analysis of variance (ANOVA), followed by Tukey’s HSD tests. Pearson correlation analysis was employed to evaluate the relationship between protease, chitinase activity of different bacteria and their toxicity to S. frugiperda. A strong linear correlation was indicated by a Pearson correlation coefficient R of &gt; 0.6, corresponding to an R2 value exceeding 0.36.
Table 1, Growth and enzyme activity of different bacteria isolates from field S. frugiperda on milk and chitin medium. Means in the same column followed with the same letter are not significantly different at the 5% level (Tukey’s HSD tests). The data represent the mean of replicates with standard error (SE).
Table 2, Insecticidal activity of different bacteria isolates from field S. frugiperda against the pest. The concentration of bacterial suspension for bioassay are 1×1010 cfu/mL. The mortality results obtained from insect bioassays in this paper are values of the adjust mortality. The data represent the mean of replicates with standard error (SE). Means in the same column followed with the same letter are not significantly different at the 5% level (Tukey’s HSD tests).
Fig. 2, Correlation analysis between virulence of pathogenic bacteria to S. frugiperda and bacterial growth rate. The mortality results obtained from insect bioassays in this paper are values of the adjust mortality.
Table S2, Growth characteristics and toxicity of different bacteria strains isolated in the field. The mortality results obtained from insect bioassays in this paper are values of the adjust mortality. The data represent the mean of replicates with standard error (SE). Data of the genera Serratia and Pediococcus are presented in Table 1 and 2.
Fig. S1, Genera level (A) and species level (B) composition of S. frugiperda pathogenic bacteria in different regions of Jiangsu Province.
DOI: 10.6084/m9.figshare.24069234.v1
title: Source Data for Figures

description: Source Data for Figures from "Rapid, tunable, and multiplexed detection of RNA using convective array PCR". Each dataset is presented in a separate Sheet within the Microsoft Excel file. Both 'raw' and 'normalized' datasets are provided for each Figure, wherein 'raw' corresponds to background-subtracted data (f-hat in the language of the data treatment pipeline as described in the Supplement), and 'normalized' features the full background-subtraction, baseline-subtraction, and maximum-fluorescence normalization treatments. The included datasets are: Full microarray data for the plot in Figure 2c (Omicron template)12 datasets corresponding to each of the templates tested in Figure 3b (484E, 484K, 484Q, 484STOP, 484E_1mut, 484K_1mut, 484Q_1mut, 484STOP_1mut, 484E_2mut, 484K_2mut, 484Q_2mut, 484STOP_2mut), where the name and sequence of each template is given in Table S7. Fluorescence data for Probe 1 - Probe 6 given in the dataset correspond to the probes designed against the 484K genotype (i.e., the curves shown in the Figure)8 datasets corresponding to each of the templates tested in Figure 3d (SARS-CoV-1N, SARS-CoV-1N1.1, SARS-CoV-1N1.2, SARS-CoV-1N2, SARS-CoV-2N, SARS-CoV-2N1.1, SARS-CoV-2N1.2, SARS-CoV-2N2), where the name and sequence of each template is given in Table S8. Fluorescence data are given for the SARS-CoV-1 and SARS-CoV-2 probes targeting the nucleocapsid gene for each dataset. Full microarray data for the plot in Figure 4a (the same data are used to construct the compressed plot pair in Figure 4b; Omicron template)Three full microarray datasets for each of the three compressed plot pairs in Figure 4c (HCoV-229E, MERS-CoV, SARS-CoV-1 templates)Full microarray data used to produce the compressed plot pair in Figure 4d (Delta template)6 full microarray datasets used to produce each of the compressed plot pairs in Figure 5 (SARS-CoV-2 Delta alone, HCoV-229E alone, Influenza B alone; SARS-CoV-2 Delta + HCoV-229E, SARS-CoV-2 Delta + Influenza B; SARS-CoV-2 Delta + HCoV-229E + Influenza B)
DOI: 10.17632/jymv9btms8
title: KurdHope: a Dataset for Hope Speech Detection For Kurdish Language

description: The KurdHope dataset is a groundbreaking resource in the field of sentiment analysis and hope speech detection. It comprises over 90,000 news headlines, meticulously scraped from prominent Kurdish news platforms such as NRTTV, Channel8, Zagros, Rudaw, and others. The dataset's primary objective is to facilitate research and development of models capable of detecting hopeful content in news headlines. 

Annotation Process 

Each headline in the dataset has been labeled as either "hope" or "not-hope". The annotation process was conducted manually by three independent annotators to ensure the highest possible accuracy and reliability. Discrepancies were resolved through consensus, resulting in a robust labeling framework. 

Unique Features 

1. Direct Traceability: 
 The dataset provides direct links to the news websites where each headline was originally scraped. This feature ensures transparency and allows researchers to verify the dataset's sources, making it one of the first datasets in this domain with such traceable references. 

2. First of Its Kind: 
 To the best of our knowledge, KurdHope is the first dataset specifically curated for detecting hope speech in Kurdish news headlines. This pioneering effort opens up new research avenues in sentiment analysis, particularly within the context of Kurdish media. 

3. High Utility for Scholars: 
 Scholars and practitioners can leverage this dataset to train and evaluate more advanced models for detecting hopeful content in textual data. The dataset is expected to significantly contribute to the development of sentiment analysis tools that can discern optimism and positivity in media narratives. 

Research Applications 

The KurdHope dataset holds immense potential for a variety of applications: 

- Sentiment Analysis: Enhancing the accuracy of sentiment classification models by incorporating nuanced understanding of hope. 
- Media Studies: Analyzing trends in Kurdish news headlines to understand the prevalence and portrayal of hope. 
- Multilingual NLP: Expanding the scope of sentiment analysis for underrepresented languages like Kurdish. 

In summary, the KurdHope dataset is a transformative resource, providing a solid foundation for developing innovative NLP tools aimed at detecting and amplifying hopeful narratives in media. Its availability marks a significant milestone in computational linguistics and sentiment analysis, particularly in the Kurdish language context.
DOI: 10.17632/kxbswbf9j4
title: The calculation of absorption and elastic cross sections using the optical potential

description: Title of program: SCATTERING BY COMPLEX POTENTIAL Catalogue Id: AACF_v1_0 Nature of problem The absorption of particles by a centre of force may be represented by introducing a complex potential. The absorption and elastic cross sections are given in terms of the real and imaginary parts of the phase shift obtained from the solution of the Schrodinger equation with a complex potential. Versions of this program held in the CPC repository in Mendeley Data AACF_v1_0; SCATTERING BY COMPLEX POTENTIAL; 10.1016/0010-4655(72)90066-5 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.1619639.v6
title: Dataset and Image Inventory

description: This is the figure and dataset inventory for the article: <strong>The detection of emerging trends using Wikipedia traffic data and context networks</strong>
DOI: 10.17632/fn3gh3tdxp
title: Data for "Reply: The correlation of behavioural deficits post-stroke"

description: Online Materials for Sperber, Gallucci, & Umarova - 
"Reply to: The correlation of behavioral deficits post-stroke: a trivial issue?"
See README file for more details