cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/rcn3swj868
title: IV-NLP: A Methodology to understand the behavior of DL models and its Application from a Causal Approach

description: These datasets are associated with an titled article "IV-NLP: A Methodology to understand the behavior of DL models and its Application from a Causal Approach" that will be submitted to MDPI—Electronics during this week. The final title of the article may be subject to modifications during the review and editing process. The dataset's DOI will remain unchanged, and the information will be updated once the article has been accepted.

This dataset (V4) extends and builds upon the previous dataset (V3), which was originally published in 2023. The previous version is available at DOI: https://data.mendeley.com/datasets/xh7vvty9zt/3.

The data sets hosted in this repository are the following:
The original dataset has 4015 records. The characteristics of the original dataset are as follows:
- Id (Automatic sequential from 0 to 4014)
- Tweet_Checked (Tweet Text)
- Fecha (Publication date)
- Clase_Argumento (0 and 1)

The synthetic dataset has 3966 records. The synthetic texts in this dataset were generated using the GPT-3.5-turbo-0125 model. The characteristics of the synthetic dataset are as follows:
- Id (Automatic sequential from 0 to 3965)
- Tweet_Checked (Tweet Text)
- Original_Id (Id that corresponds to the original data)
- Fecha (Publication date)
- Clase_Argumento (0 and 1)
DOI: 10.17632/sy267by2md
title: Influence of Geometrical Shape on Thermal Heterogeneity in Closed Landfill Sites Dataset and Codes

description: This dataset includes the Excel sheet and Python codes used in the study "Influence of Geometrical Shape on Thermal Heterogeneity in Closed Landfill Sites". The Excel sheet includes geometrical shape factors, land surface temperature (LST), and thermal heterogeneity of thirty-eight high-risk closed landfills located in Saskatchewan, Canada. The Python code used to calculate landfill shape factors and develop the MLR model is also provided.
DOI: 10.25413/sun.21716705.v1
title: Responsible leadership dilemmas and paradoxes - Data Documentation

description: Data documentation for <strong>Paradoxes and dilemmas</strong> <strong>of responsible leadership in the mining industries of emerging economies – it is complex</strong>
DOI: 10.6084/m9.figshare.24233167.v4
title: paingen_placebo_data.nii.gz_encrypted

description: Single trial contrast maps (event vs. baseline) of thermal and pressure pain delivered to the glabrous skin of the fingers under placebo and control cream treatment conditions. Participants are part of the University of Colorado Boulder twins dataset, and many participants are included as sibling pairs (~250 independent families).Analysis is identical to 12-contrast analysis described in https://doi.org/10.1101/2023.09.21.558825, Methods: Data analysis \ Participant-level analysis. Except instead of modeling events jointly each stimulus trial was modeled independently.
DOI: 10.6084/m9.figshare.25234426.v1
title: Anonymised data

description: Universal Disability Index (UDI) data collected from a general population survey (January - August 2023).Data are supplied for verification purposes only. Written permission from the owner of this data must be gained before it can be used in any publication or for any other purpose. Commercial uses are not permitted.The owner can be contacted at: dwe@backpainclinic.co.uk
DOI: 10.6084/m9.figshare.5241403.v1
title: Erratum: Diagnosis and Rehabilitation of Visual Field Defects in Stroke Patients: A Retrospective Audit

description: <i>Objective:</i> Visual field defects (VFD) after stroke can cause significant disability and reduction in quality of life. Adequate diagnosis of VFD and referral to visual rehabilitation are important to improve outcome. Our aim was to conduct a retrospective clinical audit to investigate how neurologists detect and follow up VFD in stroke patients in a university hospital in Norway. <i>Methods:</i> All patients registered in the Bergen NORSTROKE Registry from February 2006 to May 2009 with (1) occipital lobe infarctions and (2) non-occipital infarction and clinically detected VFD were included in the study. Their medical records were reviewed for referral to perimetry for examination of VFD and for referral to a visual rehabilitation program within the first year after brain injury. <i>Results:</i> Of 353 patients, 34 (9.6%) were referred to perimetry and 8 (2.3%) to visual rehabilitation. Patients referred to perimetry were younger (65.1 vs. 74.7 years, p &lt; 0.001), had lower modified Rankin Scale scores (2.53 vs. 3.47, p = 0.003), and scored lower on the National Institutes of Health Stroke Scale upon admission (6.68 vs. 13.90, p &lt; 0.001). Men were more often referred to perimetry than women (73.5 vs. 26.5%, p &lt; 0.001), and those referred were younger (61.2 vs. 75.8 years, p = 0.03). <i>Conclusions:</i> Only few patients were referred to perimetry, and even fewer were offered visual rehabilitation. Age and gender were negative predictors for referral. Neurologists’ awareness of the significant disability related to VFD must be increased. Focused diagnostics on visual impairment and early referral to a visual rehabilitation program should be mandatory in stroke unit services.
DOI: 10.6084/m9.figshare.8092652.v1
title: Comparison of anxiety and child-care education characteristics of mothers who have children with or without speech delays

description: Abstract Introduction: Speech delay in a child could be the cause and/or result of the emotional disorder. The child rearing attitude that the parents have accepted could have both positive and negative effects on the personality of the child. Objective: The current study aimed to investigate the sociodemographic features and the mothers' anxiety of children with speech delay. Methods: One hundred five mothers with children aged between 3 and 6 years with speech delays were included in the patient group, and 105 mothers who have children aged between 3 and 6 years with normal speech and language development were included in the control group. An information form questionnaire including demographic characteristics, the Family Life and Childrearing Attitude Scale (PARI - Parental Attitude Research Instrument) and Beck anxiety scale were requested from all mothers in the patient and the control groups. Results: In the current study, there was a significant difference between the groups in terms of gender (p = 0.001). According to Parental Attitude Research Instrument, the mean of mothers of the children with speech delays was higher than the mean of mothers of normal children in terms of the answers to overprotective mother aspect (p &lt; 0.01). The mothers of children with speech delays had more overprotective motherhood attitudes; however, the difference in terms of the answers to the aspects of democratic attitude and provision of equality, refusal to be a housewife, husband-wife conflict, and suppression and discipline were not statistically significant. The Beck anxiety scale, a significant difference was detected between the two groups (p &lt; 0.01). It was found that the mothers of children with speech delays had more severe levels of anxiety. Conclusion: The social structure of the family, the attitudes and the behaviors of the mother, and the anxiety levels of the mothers have important effects on child development. Thus, it is necessary to perform further studies related to speech delays, in which many factors play a role in the etiology.
DOI: 10.15468/dl.5tc58s
title: Occurrence Download

description: A dataset containing 3173032997 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 3173032997 records from 73457 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013096-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.22493026.v2
title: Fuzhou PTCN

description: The data is for a submited paper into Procedings of the CSEE.
DOI: 10.6084/m9.figshare.3413836.v2
title: From Glyndebourne to Glastonbury - The impact of British music festivals

description: Festivals are at the heart of both British music and the British music industry. They form an essential part of the worlds of rock, classical, folk and jazz, forming regularly occurring pivot points around which musicians, audiences, and festival organisers plan their lives.<br>Based on a review of both academic and 'grey' literature, our report, ‘From Glyndebourne to Glastonbury: The impact of British music festivals' identifies eight areas in which festivals have impact, economically, socially and culturally, <br>
DOI: 10.17632/456nmgd2y9
title: Replication files Giraldo, Giraldo, Gomez-Gonzalez and Uribe

description: Replication files for the article: "Integration and Financial Stability: A Post-Global Crisis Assessment ", Economic Modelling. Please see the readme file for a comprehensive description of all replication files.
DOI: 10.17632/ytgycy9nc3
title: SIMULATeQCD: A simple multi-GPU lattice code for QCD calculations

description: The rise of exascale supercomputers has fueled competition among GPU vendors, driving lattice QCD developers to write code that supports multiple APIs. Moreover, new developments in algorithms and physics research require frequent updates to existing software. These challenges have to be balanced against constantly changing personnel. At the same time, there is a wide range of applications for HISQ fermions in QCD studies. This situation encourages the development of software featuring a HISQ action that is flexible, high-performing, open source, easy to use, and easy to adapt. In this technical paper, we explain the design strategy, provide implementation details, list available algorithms and modules, and show key performance indicators for SIMULATeQCD, a simple multi-GPU lattice code for large-scale QCD calculations, mainly developed and used by the HotQCD collaboration. The code is publicly available on GitHub.
DOI: 10.26188/5da5584b06f9b
title: EPiC database - Steel sheet corrugated

description: This material is part of the free Environmental Performance in Construction (EPiC) Database. The EPiC Database contains embodied environmental flow coefficients for 250+ construction materials using a comprehensive hybrid life cycle inventory approach.<br><br>Steel is a ferrous metal and is an alloy of iron and carbon, as well as potential other elements. It has a very high tensile strength. Steel has been used in the construction industry for over a century.<br><br>The core material for making steel is iron, which is found in iron ore. Iron is extracted from iron ore in blast furnaces through the smelting process, while controlling for the content of carbon. The molten steel is usually further processed before being cast into sheet. These steel sheets are then corrugated using roll forming. The corrugated steel sheets are finally galvanised by applying a coat of zinc crystals on their surface to significantly improve their resistance to corrosion.<br><br>Corrugated steel sheets are widely used in the construction industry, mainly as roofing, cladding, separations and permanent formwork.
DOI: 10.48420/16940209.v2
title: Data for "Emotion Regulation Strategies Mediate the Relationship between Personality and Mental Health during COVID-19"

description: Anxiety and depression are the most prevalent classes of mental illnesses; rates of anxiety and depression have been exacerbated due to the COVID-19 pandemic. Vulnerability to anxiety and depression are affected by risk and resilience factors, such as personality constructs. Recent research (e.g., Lyon et al, 2020; 2021) suggests that, out of all 30 NEO-PI-R personality constructs, variance in anxiety and depression are explained by a small number of personality constructs. However it is unclear which mechanisms mediate the relationship between these personality constructs and anxiety and depression. The purpose of this study was to investigate the mediating effect of emotion regulation strategies on the relationship between personality constructs and COVID-related anxiety and depression. Data were collected from a sample of 210 students at the University of Manchester. Measures included a select number of narrow Big Five personality facets which explain variance in anxiety and depression (facets depression, assertiveness, gregariousness, positive emotion and competence), select COPE Inventory strategies associated with coping with pandemics, and COVID-related anxiety and depression. Measures of COPE strategies and mental health were adapted to refer to coping and mental health in response to COVID pandemic.
DOI: 10.6084/m9.figshare.22109120.v1
title: ESD-2

description: Event-based Segmentation Dataset (ESD), a high-quality 3D spatial and temporal dataset for object segmentation in an indoor cluttered environment. 

MATLAB source code repository:
 yellow07200/ESD_labeling_tool (github.com)
DOI: 10.6084/m9.figshare.24173721.v1
title: <b>Parental emotion neglect and academic procrastination</b>

description: Parental emotion neglect affected academic procrastination,future self-continuity and ego depletion mediated the association between parental emotion neglect and late adolescents’ academic procrastination in a serial pattern
DOI: 10.6084/m9.figshare.7813445.v2
title: ABC-6 structures (2-16 layers; &lt;= 4 types of cages)

description: 1150 ABC-6 structures generated by the enumeration of their genomic stacking sequences. Only structures constructed by no more than 4 types of cages are kept.
DOI: 10.17632/jdxs9w75kf
title: Supplementary Tables - Cutaneous Granulomas Associated with Rubella Virus: A Clinical Review

description: Table S1. Patient characteristics of reported RuV granuloma cases
Table S2. Available histological descriptions of reported RuV granulomas cases
DOI: 10.6084/m9.figshare.22340140.v1
title: Raw and processed snRNA-seq counts matrices from human striatal interneurons

description: Raw and processed snRNA-seq counts matrices from human striatal interneurons used in the study "Interneuron diversity in the human dorsal striatum" (https://www.biorxiv.org/content/10.1101/2023.03.22.533839v1.full)
DOI: 10.6084/m9.figshare.24560653.v1
title: Lambeth VCS Indicator Tools

description: Process of a community based program
DOI: 10.17632/7dng3s8sfv
title: Ultra-Processed Foods – Exploring Consumer Attitudes and Consumption Behaviour

description: An online survey was conducted from 7 March to 26 May 2024 using a questionnaire created with Google Forms to assess users’ attitudes toward ultra-processed foods (UPFs) and the factors influencing their consumption behaviour. The survey link was shared via email and social media with partner organisations, resulting in 290 complete responses. A range of classical and modern statistical methods were employed to visualise and analyse the collected data. Participants evaluated their perceptions of UPFs based on criteria such as health consciousness, knowledge of UPFs, subjective norms, and environmental concerns. The respondents’ opinions indicated that knowledge of UPFs, subjective norms, and environmental concerns have statistically significant effects on actual consumption behaviour.
DOI: 10.6084/m9.figshare.16530777.v1
title: Questionnaire (age friendly)

description: These are the questionnaires pertaining age-friendly and social connectedness (adopted from Lee and Robbin (1995) in English, Malay, and Chinese language versions.
DOI: 10.6084/m9.figshare.2077531.v1
title: File Supplementary S3.txt

description: phylogenetic relationships between the species of the Brachionus plicatilis species complex (Rotifera, Monogononta).
DOI: 10.6084/m9.figshare.8797502.v1
title: seismic data

description: the seismic waveform is a vertical component of velocity at depth of 3465 inch on a 15Hz geophone installed deep underground pilot hole. The seismic signal was observed by San Andreas Fault Observatory at Depth (SAFOD). The sampling frequency is 8000Hz.
DOI: 10.17632/6jpdxs8p2y
title: Survey data on dysfunctional attitudes, personality traits, and agreement with persuasive techniques.

description: Personality traits, Dysfunctional attitudes, Demographics and responses to statements with embedded persuasion techniques. This dataset is in an excel file
DOI: 10.17632/d7grg846wv
title: Hedonic dataset of the four metropolitan housing market in South Korea

description: This dataset was generated for analyzing the economic impacts of subway networks on housing prices in metropolitan areas. The provision of transit networks and accompanying improvement in accessibility induce various impacts and we focused on the economic impacts realized through housing prices. As a proxy of housing price, we consider the price of condominiums, the dominant housing type in South Korea. Although our focus is transit accessibility and housing prices, the presented dataset is applicable to other studies. In particular, it provides a wide range of variables closely related to housing price, including housing properties, local amenities, local demographic characteristics, and control variables for the seasonality. Many of these variables were scientifically generated by our research team. Various distance variables were constructed in a geographic information system environment based on public data and they are useful not only for exploring environmental impacts on housing prices, but also for other statistical analyses in regard to real estate and social science research. The four metropolitan areas covered by the data—Busan, Daegu, Daejeon, and Gwangju—are independent of the transit systems of Greater Seoul, providing accurate information on the metropolitan structure separate from the capital city.
DOI: 10.17632/yzjdjj5w39
title: SyntheticFaceDataset_Female_Part2

description: Part 2 of the synthetic facial data rendered from female fbx models. The total dataset contains around 13k facial images generated from 12 identity and the corresponding raw facial depth and head pose.
DOI: 10.6084/m9.figshare.21967460.v1
title: DArTseq-Data.xlsx

description: DArTseq markers information for 185 wheat genotypes
DOI: 10.6084/m9.figshare.26084635.v1
title: RAW Data and Figures for "Reinforcement of Majority and Minority Conformity in a Single-Subject Design"

description: This dataset contains both the RAW materials, the Tables and Figures supporting the findinfs of "Reinforcement of Majority and Minority Conformity in a Single-Subject Design".
DOI: 10.1184/r1/12402416.v2
title: Pediatric patients with lobectomy (MRI and EEG)

description: This dataset includes structural MRI and EEG raw data related to the paper entitled Chamanzar, Behrmann, and Grover (2020, Preprint: https://doi.org/10.1101/2020.10.11.334987), where we have proposed the SilenceMap algorithm to localize neural silences using noninvasive scalp EEG. The link to our paper will be updated as soon as it is published online.<br>Our SilenceMap software is available here:<br>A. Chamanzar, M. Behrmann, and P. Grover, "SilenceMap: open source code and software", GitHub. https://doi.org/10.5281/zenodo.3892186<br>
DOI: 10.6084/m9.figshare.28079069.v3
title: Nitrate (NO3-) leaching factors (LF) from global fertilized soils

description: Overview of studies reporting nitrate (NO3-) leaching factors (LF) from global fertilized soils
DOI: 10.17632/9j3tt84hyx
title: The Hybrid Electric Vehicle - Traveling Salesman Problem with Time Windows (HEV-TSPTW) Instances

description: This dataset represents the benchmark instances used in The Hybrid Electric Vehicle - Traveling Salesman Problem with Time Windows (HEV-TSPTW) by Doppstadt, Koberstein and Vigo. The instances contain a description of each provided parameter.
DOI: 10.17632/zsrk4cngtr
title: Dataset of signals acquired from MEMS accelerometers during seismic events in Central Italy

description: Dataset of acceleration signals acquired from a low-cost Wireless Sensor Network (WSN) during seismic events occurred in Central Italy. The WSN consists of 5 low-cost sensor nodes, each embedding an ADXL355 tri-axial MEMS accelerometer with a fixed sampling frequency of 250 Hz. Continuous data was acquired from February 2023 to the end of June 2023. 
The continuous data was then trimmed around the origin time of seismic events that occurred near the installation site, close to the city of Pollenza (MC), Italy, during the acquisition period. A total of 67 events were selected from the Italian Istituto Nazionale di Geofisica e Vulcanologia (INGV) Seismology data center. The waveform data was then further analyzed and annotated by analysts from INGV. Annotations include a pick time for the S and P wave, and an uncertainty level for the annotations.

The data consists of two datasets, one containing earthquake traces, the other containing noise-only traces. There are two folders: the dataset_earthquakes folder contains seismic traces; the dataset_noise folder contains noise-only traces.

The earthquake dataset consists of 328 3x25001 arrays, each related to a seismic event and with its own metadata. The dataset follows the Seisbench format, in which each trace follows the convention 'bucket0$trace_number;:n_dimensions;:n_samples', where 'bucket0' indicates the block to which the trace belongs; 'trace_number' indicates the trace' index within the block; 'n_dimensions' denotes the number of measurement axes; and 'n_samples' represents the number of samples in the trace. The waveforms are included in the the waveforms.hdf5 file of the earthquake_dataset folder, while the metadata is in the metadata.csv file in the folder. For each trace in the waveforms.hdf5 file there is an associated row in the metadata.csv file at the same index (indicated by 'trace_number' in the trace name). 

The original miniSEED files that were analyzed by the INGV analysts are made available. They are contained in the miniseed_files folder. Each file name follows the format '_eventID_originTime_WS.POZA.Sx.DNy.MSEED' where eventID is the ID of the event that is recorded in the trace, originTime is the origin of the event in UTC time (expressed with the YYYY-MM-DDThh:mm:ss.ssssss format), x is a number that is used to identify the sensor that recorded the trace, y indicates the measurement direction of that trace, named '1', '2', 'Z'. For each trace in the waveforms.hdf5 file, the name of the miniSEED files that comprise the trace are in the metadata row for that trace, under the ‘trace_name_original_1’, ‘trace_name_original_2’, and ‘trace_name_original_Z’ fields in the metadata.csv file.

The dataset_noise folder follows the same convention. It contains a waveforms.hdf5 file with waveforms without seismic activity. The metadata_csv file has the metadata associated to each noise trace. The miniSEED_files_noise folder contains the original miniSEED files of the noise traces.
DOI: 10.6084/m9.figshare.13049654.v1
title: EcoliShigella.prot.tar.gz

description: Escherichia coli and Shigella proteom dataset<br>