cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/99hx2xg7gx
title: Covid-19 Go Away 2021 (C-19GA21)

description: A Google Form was floated via social media platforms to collect data from teachers from 28 March 2021 to 28 April 2021. These teachers had been teaching online for the past one year during Covid-19. Another Google Form was similarly floated via social media platforms to collect data from students from 4 April 2021 to 26 April 2021. These students had been attending online classes for the past one year during Covid-19. The surveys were responded to by 709 students and 420 teachers across various states of India from a variety of institutes and belonging to various age groups. After removing records of individuals who did not wish to participate, 51 attributes from each of the 572 students and 64 attributes from each of the 390 teachers were obtained and anonymized to obtain the novel dataset “Covid-19 Go Away 2021” abbreviated as “C-19GA21”. C-19GA21 responses depict changes in emotional, behavioral, social, and cognitive aspects, attitudes towards Covid-19, and mental health measurements of its participants. The data collected includes the following: Email Address, informed consent, attention check question, basic Information like age, gender, nationality, state/ union territory, nature of institute, age group of participant, subjects taught/learnt. Information related to connectivity or access to Internet, availability of a device for online teaching/learning. Facilities provided by the institution such as E-books, ergonomic furniture, data packs for internet, software resources, hardware resources (laptop, tablet, webcam, etc), technological or IT support, training/ FDP/ workshops/ webinars, MOOCs, etc. Queries related to teaching-learning activities such as average number of hours spent on screen per day, platforms used, method of communication, average attendance in online classes, how these numbers compare to the attendance in the previous semester, reasons for increase/decrease in attendance, percentage of students actively participating in online classes, reasons why students do not participate actively, major obstacles encountered, pedagogy adopted, areas in which students/ teachers would require more assistance, attitude towards online/ open book assessments, etc. Another set of queries focused on emotional and behavioral aspects like - feeling at the end of an average day after classes are finished, social interaction, day-to-day routine, predominant emotional responses during the pandemic period, issues related to online classes causing distress. Participants’ views vis-a-vis the role of social media during the Pandemic, the extent of trust in content on social media groups, what in classroom teaching cannot be substituted by online teaching, how the pandemic has changed them as a person, ways the pandemic has changed their thinking process and in the end their message to the World after a year of Pandemic!
DOI: 10.17632/hkm25rbpsc
title: Soft drink and obesity

description: Soft drinks and obesity Fabrizio Ferretti, Michele Mariani and Elena Sarti School of Social Sciences, University of Modena and Reggio Emilia. Corresponding author: Fabrizio Ferretti Email: fabrizio.ferretti@unimore.it ORCID: https://orcid.org/0000-0002-7865-9572 Department of Communication and Economics, Viale Allegri 9, 42121 Reggio Emilia, Italy. Including the following tables: Table 1. List of variables Table 2. Soft drink consumption per capita, QSD (litres/person/year) Table 3. Prevalence of obesity, OBE (BMI ≥ 30 kg/m2. Age-stand. rate, both sexes, 18+ years, %) Table 4. Soft drink price, PSD (average per litre PPP, constant 2017 international $) Table 5. Gross national income per capita, GNI (PPP, constant 2017 international $) Table 6. Bottled still and carbonated water price, PWA (average per litre PPP, constant 2017 international $) Table 7. KOF Index of economic globalisation, GLO (min = 0, max = 100) Table 8. Population aged 65 and above, AGE (as % of total population) Table 9. Agricultural value added, AGR (as % of total value added, GDP) Table 10. Dietary energy supply, 10 (kcal/person/day) Table 11. Employment in services, EMP (both sexes, as % of total employment) Table 12. Urban population, URB (as % of total population) Table 13. Carbonated soft drinks consumption per capita, QCA (litres/person/year) Table 14. Carbonated soft drink price, PCA (average per litre PPP, constant 2017 international $) Table 15. Non-carbonated soft drink price, PNC (average per litre PPP, constant 2017 international $)
DOI: 10.17632/j977v8v5fp
title: SU3lib: A C++ library for accurate computation of Wigner and Racah coefficients of SU(3)

description: We present the C++ library SU3lib for accurate computation of SU(3) Wigner coupling and Racah recoupling coefficients. It is built on the efficient mathematical algorithm originally proposed by Draayer and Akiyama [1]. The presented library extends the reach of this algorithm towards large SU(3) irreducible representations and outer multiplicities that were heretofore inaccessible due to floating-point precision errors. As large irreducible representations of SU(3) play an important role in medium- and heavy-mass atomic nuclei, SU3lib expands the scope of approaches to nuclear structure and reactions that rely on available SU(3) coupling-recoupling coefficients.
DOI: 10.6084/m9.figshare.11814030.v1
title: Additional file 2 of GeDi: applying suffix arrays to increase the repertoire of detectable SNVs in tumour genomes

description: Additional file 2 raw_data.zip is available online and contains raw data for generating the figures and tables presented in the main text and SupplementaryData.pdf.
DOI: 10.6084/m9.figshare.22722892.v1
title: Dataset of small collection of journal articles on microbial hydrogen production

description: Biological hydrogen production from microbial metabolism typically occurs under anaerobic conditions as the hydrogenase enzymes are generally sensitive to oxygen. This small dataset catalogues a list of six journal articles that are the results of an initial literature review on the topic by the author in 2018. Hopefully, this catalogue can be useful for newcomers to the field of microbial hydrogen production to gain an initial understanding of the field.
DOI: 10.6084/m9.figshare.6531308.v1
title: S1_Database

description: Despite the flourishing research on the relationships between affect and language, the characteristics of pain-related words, a specific type of negative words, have never been systematically investigated from a psycholinguistic and emotional perspective, despite their psychological relevance. This study offers psycholinguistic, affective, and pain-related norms for words expressing physical and social pain. This may provide a useful tool for the selection of stimulus materials in future studies on negative emotions and/or pain. We explored the relationships between psycholinguistic, affective, and pain-related properties of 512 Italian words (nouns, adjectives, and verbs) conveying physical and social pain by asking 1020 Italian participants to provide ratings of Familiarity, Age of Acquisition, Imageability, Concreteness, Context Availability, Valence, Arousal, Pain-Relatedness, Intensity, and Unpleasantness. We also collected data concerning Length, Written Frequency (Subtlex-IT), N-Size, Orthographic Levenshtein Distance 20, Neighbor Mean Frequency, and Neighbor Maximum Frequency of each word. Interestingly, the words expressing social pain were rated as more negative, arousing, pain-related, and conveying more intense and unpleasant experiences than the words conveying physical pain.
DOI: 10.17632/p6vvtyvbsb
title: Gateway-Module-v3

description: This project contains all the data needed to build the Gateway-Module-v3. It is an improved version of the Gateway-Module previously developed by Marc Porr
et al. It has the following improvements:

- Size: Reduce the physical size of the Gateway-Module on the laboratory bench or inside other
devices and reduce the necessary wiring.
- Remote maintenance: Add the ability to remotely control the Gateway-Module at the hardware level and monitor status information of this device.
- Hardware Platform: Provide a hardware platform for self-build devices and experiments.
- Modularity: Enables flexible connectivity
DOI: 10.17632/spn7rg5b3x
title: Fourier Transform Infrared Spectroscopy (FTIR) Analysis of Fish Scale Collagen from Carp Fish

description: Analysis of Fourier Transform Infrared Spectroscopy (FTIR) fish scale collagen obtained from carp fish (Cyprinus carpio).
DOI: 10.17632/zppfmykhd3
title: Consumers' Satisfactions Toward Hijab Fashion Brands

description: This data set was collected through online self-administrative survey. Sample size was a total of 223 hijabistas, and filtered into 188 usable responses (84.3% per cent response rate). The survey had three main sections: 1. Introduction, instructions, 2. Demographics (age, material status, occupation, and ethnicity) of the respondents, along with two filter questions to define their religious obligations in daily life and their fashion consciousness; 3. Survey items that measure seven main variables defined as “product quality”, “design quality”, “self-identity”, “social identity”, “product satisfaction”, “brand satisfaction”, and premium price.
DOI: 10.6084/m9.figshare.11320109.v1
title: ventas.xlsx

description: dataset fot the class on Time Series Forecast
DOI: 10.6084/m9.figshare.1556152.v1
title: Decreases in average bacterial community rRNA operon copy number during succession

description: Sequencing and mapping file for "Decreases in average bacterial community rRNA operon copy number during succession" in the ISME Journal.
DOI: 10.6084/m9.figshare.17142377.v1
title: Supplementary Material for: Bronchopulmonary Dysplasia and Risk of Developmental Delay: An EPIPAGE-2 Cohort Study

description: <b><i>Background:</i></b> Overall and respiratory management of preterm children are constantly evolving, which might have changed both the pathophysiology and neurodevelopmental consequences of bronchopulmonary dysplasia (BPD). <b><i>Objectives:</i></b> The objective of this study is to determine whether the previously shown association between BPD and risk of developmental delay persists. <b><i>Methods:</i></b> The study population was children born before 32 weeks’ gestation from the French prospective cohort EPIPAGE-2. The exposure was BPD assessed at 36 weeks’ postmenstrual age. The main outcome was risk of developmental delay defined by an Age & Stages Questionnaires (ASQ) score below threshold at 24 months’ corrected age. <b><i>Results:</i></b> The analyzed population included 2,706 children. Among those with available ASQ score, 196/1,587 had BPD and 671/1,587 had an ASQ score below threshold. BPD was associated with an ASQ score below threshold (odds ratio 1.52, 95% confidence interval 1.11–2.08; <i>p</i> = 0.008). <b><i>Conclusions:</i></b> BPD was strongly associated with risk of developmental delay.
DOI: 10.6084/m9.figshare.20647788.v4
title: TabRecSet: A Large Scale Dataset for End-to-end Table Recognition in the Wild

description: Version 3 (Alpha version 1). Share same json annotations.
DOI: 10.6084/m9.figshare.22787294.v1
title: DATA_DANIAU_MD96-2098_Melonis.xlsx

description: Oxygen isotope measurement on Melonis barleanum from core MD96-2098
DOI: 10.6084/m9.figshare.4234886.v1
title: Climate change has a negative impact on fish cognitive sophistication

description: Climate change poses a major threat to coral reef ecosystems worldwide. While much research focuses on the impacts of projected future climate change on coral reefs, current extreme weather events may be altering communities now. Here, we present the immediate negative effects of extreme weather disturbances on the cognitive sophistication of cleaner wrasse <i>Labroides dimidiatus</i> (hereafter ‘cleaners’). Cleaners are key organisms on coral reefs contributing to the maintenance of healthy fish communities through their removal of ectoparasites. Their ability to effectively interact with a range of client species requires sophisticated cognitive strategies, and thus, cleaners have become a textbook example of both the application of evolutionary game theory to cooperation and the ecological approach to cognition. We report a significant decline in the ability of cleaners to manage their own reputation and strategically prioritise clients, key components of their cognitive performance and the stability of this mutualism, following habitat destruction in 2014-2016. Individuals caught from a site heavily impacted by cyclones in 2014 and 2015 suffered this cognitive impairment when tested in 2016, compared to individuals tested in 2003 and 2010. Furthermore, cleaners from a site unaffected by cyclones, but heavily impacted by the 2016 el Niño event, showed similar performance impairments when tested only three months following the onset of coral bleaching compared to individuals from the same site tested two years prior coral bleaching. This implies that the reduced cognitive performance has ontogenetic causes. A disproportionally high (80%) reduction in cleaner densities emerged as potential explanation for the observed loss in sophistication. Given that extreme weather events, including cyclones and heat waves, are increasing in frequency, contemporary climate change may cause diverse and unexpected effects on species interactions, including the loss of more complex cognition.
DOI: 10.17632/65p7njkt89
title: Assessment of Informal Settlement in Central Kandahar: A Case Study of Area Within Four Historic Gateways

description: The hypothesis posits that by assessing informal settlements in Central Kandahar, specifically within four historic gateways, we can gain insight into the nature of these settlements. The data collected provides definitions, types, and effects of informal settlements in the area.

The research findings outline various types of informal settlements, including spontaneous sheltering, homeless encampments, nomadic tents, refugee camps, carts and wagons, squatter settlements, slums, self-help housing, shantytowns, informal subdivisions, and tenement housing. These classifications help categorize and understand the diverse forms these settlements take within the study area.

Moreover, the data highlights the effects associated with informal settlements. These effects encompass overcrowding, poor living conditions, high levels of poverty, limited access to basic services, social marginalization, health risks, inadequate sanitation facilities, and vulnerability to various challenges.

Interpreting the data through the lens of architectural design for the study area can yield significant insights. It allows researchers to understand how the physical structures and layouts of these informal settlements contribute to the identified effects. For instance, overcrowding may be exacerbated by the haphazard construction of housing units, while poor living conditions may stem from a lack of proper infrastructure. Additionally, the design perspective can inform potential interventions or policy recommendations aimed at addressing the challenges associated with informal settlements in Central Kandahar, potentially improving living conditions and overall well-being for residents.
DOI: 10.17632/h357t5dv6k
title: Concrete training images

description: This data set contains three different size training data of concrete crack
DOI: 10.6084/m9.figshare.12997457.v1
title: Additional file 2 of Both Wnt signaling and epidermal stem cell-derived extracellular vesicles are involved in epidermal cell growth

description: Additional file 2: Supplementary Table S2. Proteome profile of epidermal stem cell (EpSC)-derived extracellular vesicles.
DOI: 10.17632/b6jpgj8gbv
title: Data for: A cross-sectional description of open access publication costs, policies and impact in emergency medicine and critical care journals

description: Dataset for the impact/ open access journal finder search engine
DOI: 10.6084/m9.figshare.24768921.v2
title: Quantitative cell morphology reveals fate-coupled regulation of cell size in <i>C. elegans</i> embryo

description: These are the links for accessing the data, code, and software in the paper "Quantitative cell morphology reveals fate-coupled regulation of cell size in <i>C. elegans</i> embryo".1. The <i>ITK-SNAP-CVE</i> in Windows/Mac/Linux versions is deposited on figshare.2. The data of 8 uncompressed wild-type embryos, 4 uncompressed RNAi-treated embryos, and 17 compressed wild-type embryos for <i>ITK-SNAP-CVE</i> is deposited on https://portland-my.sharepoint.com/:f:/g/personal/zelinli6-c_my_cityu_edu_hk/EibhRok6qa9Mh7wLJN7AS90Bv-HZaQhKk9ZvJ6W8xd-5IQ?e=Ug55xP.3. The zipped code for <i>CMap</i> is deposited on: https://portland-my.sharepoint.com/:u:/g/personal/zelinli6-c_my_cityu_edu_hk/Ec3zXvxQnLBJrNLFWcSfaCMBME_JNPYhJWIUCgQfIYmPPA?e=Ma8ben.4. The online code for <i>CMap</i> is deposited on: https://colab.research.google.com/drive/13F2R7HzMra8_CWsaD3FYNnt-GdzD1Tpy?usp=sharing.5. The manually annotated ground truth for training is deposited on: https://portland-my.sharepoint.com/:u:/g/personal/zelinli6-c_my_cityu_edu_hk/EQiw8h6UaPVOkmGmHc3NkSoBTCTzJ73LHhDvCSbSPzuvPw.6. The manually annotated ground truth for evaluation is deposited on: https://portland-my.sharepoint.com/:f:/g/personal/zelinli6-c_my_cityu_edu_hk/EkQ7XeS_kEJBopUIyKhtw4YBX4bNfkneboK13ETN0nfukg?e=nBQGIo.7. The manually annotated ground truth for apoptotic cells is deposited on: https://portland-my.sharepoint.com/:f:/g/personal/zelinli6-c_my_cityu_edu_hk/Emm1F1EnAg1OuxwK0Os22n8B1OrwGT8Sbfs8oYtq46HirQ?e=2XQXeg.Please contact Guoye Guan (guanguoye@gmail.com), Zelin Li (zelinli6-c@my.cityu.edu.hk), and Yiming Ma (20482302@life.hkbu.edu.hk) if there are any questions.
DOI: 10.6084/m9.figshare.28423622.v1
title: Source C​ode

description: DevEval Source Code for CodeSwift
DOI: 10.17632/7xvcn36743
title: Social Capital and the Shadow Economy

description: In this work, we look at the relationship between social capital, measured by generalized trust, and the size of the shadow economy, an institutional characteristic which reflects the inability of a society to successfully cooperate. An inverse relation arises, in a cross-country sample. Using several instruments, and especially a linguistic rule, we overcome endogeneity concerns and try to establish a causal relation arising from trust. Findings (1) suggest a 1 percentage point increase in trust (the share of trusting population) reduces the shadow economy by almost half a percentage point of GDP, (2) indicate a decreasing marginal effect of trust over the shadow economy. Overall, (3) these results further motivate low-medium trust countries to invest in policies aiming at increasing trust
DOI: 10.17632/z8d7zf3xnf
title: Changes in local interaction rules during ontogeny underlie the evolution of collective behavior

description: Data and computational analysis for the manuscript "Changes in local interaction rules during ontogeny underlie the evolution of collective behavior" by Alexandra Paz, Karla J. Holt, Anik Clarke, Briana Abraham, Alex C. Keene, Erik R. Duboué, Yaouen Fily, and Johanna E. Kowalko.
DOI: 10.6084/m9.figshare.12440519.v1
title: Data and Sintax (Study 1 & 2)

description: Data of two experimental studies aimed at understanding the role of group identification and in-group stereotypes when high status groups face disadvatange
DOI: 10.6084/m9.figshare.1412635.v1
title: ChemDraw Markush R fragments
DOI: 10.6084/m9.figshare.25806814.v1
title: NbV_BCC_SolidSolution_128atoms_VASP6 - DOI: 10.13139/OLCF/2228839

description: FILES contained in each subdirectory with name "case-N" where N ranges between 11 and 100, extremes included:<br>1. INCAR: input file that contains various parameters and settings for controlling the behavior of the electronic structure calculations2. KPOINTS: input file that specifies the Bloch vectors (k points) used to sample the Brillouin zone3. 0.POSCAR: input file that defines the atomic structure of a system4. 0.CONTCAR: output file that provides the atomic positions and cell parameters after the first geometry optimization has been run with the precision variable set to PREC=Low in the INCAR file5. 0.OUTCAR: output file that contains detailed information about the progress of a calculation after the first geometry optimization has been run with the precision variable set to PREC=Low in the INCAR file6. rlx1.out: file with diagnostic information about the execution of the first geometry optimization with precision variable set to PREC=Low in the INCAR file7. POSCAR: input file that defines the atomic structure of a system after the first geometry optimization has been run at low precision. This represents the input for the second geometry optimization run with the precision variable set to PREC=Normal in the INCAR file8. CONTCAR: output file that provides the atomic positions and cell parameters after the second geometry optimization has been run with the precision variable set to PREC=Normal in the INCAR file9. OUTCAR: output file that contains detailed information about the progress of a calculation after the second geometry optimization has been run with the precision variable set to PREC=Normal in the INCAR file10. rlx2.out: file with diagnostic information about the execution of the second geometry optimization with precision variable set to PREC=Normal in the INCAR file11. vaspout.h5: hierarchical HDF5 file containing the inputs and outputs of a VASP calculation. To analyze the data in this file we recommend using py4vasp. This file is only produced if the VASP version used is compiled with HDF5 support12. vasprun.xml: contains similar information to OUTCAR, but in an xml format.
DOI: 10.6084/m9.figshare.28912331.v1
title: Data for the study- FUTURE CC IMPACTS ANALYSIS.rar

description: The research aims to project future climate change in the Kikuletwa catchment (KC) by utilizing bias-corrected data from high-resolution Regional Climate Models (RCMs) provided by the Coordinated Regional Climate Downscaling Experiment (CORDEX) program and to assess their impacts on streamflow. The Soil and Water Assessment Tool (SWAT) was employed for hydrological modeling to analyze these impacts. Two future periods were considered: the 2020s (2010–2039) and the 2050s (2040–2069), under two Representative Concentration Pathways (RCPs), namely RCP 4.5 and RCP 8.5.
DOI: 10.6084/m9.figshare.9864677.v1
title: 3-Dimensional Sheep Femur Bone Trabecular

description: A dataset of 40 three-dimensional bone images of a sheep femur in the nifti file format (.nii) with the image size of 100 x 100 x 100 voxels and the voxel size of 20 x 20 x 20 µm
DOI: 10.6084/m9.figshare.24136173.v3
title: Statistical study on spatial distribution of frequency-chirping ECH elements by Van Allen Probes

description: Electron cyclotron harmonic (ECH) wave can scatter magnetospheric electrons into the atmosphere causing diffuse aurora with the diffusion coefficients depending on the wave frequency. Here we report the Van Allen Probe observations of ECH elements, which are fine structures with a frequency-chirping rate of <i>∼</i>kHz/s. 1834 samples are identified in the 51-month database and over 93 percent of them exhibit a falling tone pattern. ECH elements cover a broad region from 18 MLT through dawn to 14 MLT with <i>L</i><i> </i>= 4 <i>−</i><i> </i>7, and mainly occur in the region of 00<i>−</i>07 MLT with <i>L</i><i> </i>= 5<i>−</i>6. The occurrence rate of ECH elements increases and the occurrence region extends to lower <i>L</i><i>−</i>shells during the geomagnetic activity period. Meanwhile, the ECH elements can propagate to <i>|</i>MLAT<i>| ∼</i>20° but be confined by the contour of corresponding equatorial magnetic field strength. The current results could be helpful for investigating the mechanism of generating such ECH elements.
DOI: 10.17632/35jhpjzvf9
title: Market Conditions During Emergencies: The Pasta Market at the Onset of the Russian Federation's Invasion of Ukraine

description: Data describes the volatility of food prices (pasta) in Ukraine since the beginning of the full-scale invasion of the Russian Federation in Ukraine.