cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7571000.v1
title: Supplementary Material for: The Relationship between Blood Pressure Variability, Recanalization Degree, and Clinical Outcome in Large Vessel Occlusive Stroke after an Intra-Arterial Thrombectomy

description: <b><i>Background:</i></b> Blood pressure variability (BPV) is associated with target organ damage progression and increased cardiovascular events, including stroke. The aim of this study was to evaluate the associations between short-term BPV during acute periods and recanalization degree, early neurological deterioration (END) occurrence, and functional outcomes in acute ischemic stroke patients who had undergone intra-arterial thrombectomy (IAT). <b><i>Methods:</i></b> We retrospectively analyzed 303 patients with large vessel occlusive stroke who underwent IAT. The following BPV parameters, measured over 24 and 48 h after IAT, were compared: the mean, SD, coefficient of variation (CV), variation independent of the mean (VIM) for both the systolic BP (SBP) and diastolic BP, and the proportion of nocturnal SBP risers. <b><i>Results:</i></b> BPV parameters decreased with higher recanalization degree. The mean SBP (SBP<sub>mean</sub>) over 24 and 48 h after IAT, and the SD of SBP (SBP<sub>SD</sub>), CV of SBP (SBP<sub>CV</sub>), and VIM of SBP (SBP<sub>VIM</sub>) during the 48 h following the procedure had significant associations with recanalization degree. Patients with END had higher BPV than that of those without END, and the difference was more evident for incomplete recanalization. Increased BPV was associated with a shift toward poor functional outcome at 3 months after adjustment, including recanalization degree (OR range for significant parameters, 1.26–1.64, <i>p</i> = 0.006 for 48 h SBP<sub>mean</sub>, <i>p</i> = 0.003 for 48 h SBP<sub>CV</sub>, otherwise <i>p</i> &lt; 0.002). <b><i>Conclusions:</i></b> Short-term BPV over 24 and 48 h after IAT in acute ischemic stroke patients was related to recanalization degree, and END occurrence, and may be an independent predictor of clinical outcome.
DOI: 10.6084/m9.figshare.22305907.v1
title: Apatite (U-Th)/He data from the Calabrian Forearc in southern Italy

description: Bedrock apatite (U-Th)/He data from the Calabrian Forearc in southern Italy. Analyses were conducted at the University of Texas UTChron Laboratory (https://www.jsg.utexas.edu/utchron-lab/u-th-he-lab/). Results are presented in Gallen et al. (2023). <br> References: <br> Gallen, S.F., Seymour, N.M., Glotzbach, C., Stockli, D.F., O’Sullivan, P., 2023, Calabrian forearc uplift paced by slab-mantle interactions during subduction retreat: Nature Geoscience
DOI: 10.6084/m9.figshare.7930238.v1
title: gVCF_NA19679

description: 1000 Genomes gVCF mapped to hs37d5 for NA19679. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.6084/m9.figshare.6199220.v1
title: Flora Vascular do Parque Ecológico de Perequê, Cubatão, São Paulo, Brasil: dados preliminares.

description: São apresentados dados (em tabela) sobre a flora de um remanescente florestal no estado de São Paulo, no Parque Ecológico do Perequê. Os dados foram obtidos através de uma expedição de campo do Laboratório de Sistemática da Universidade de São Paulo. A tabela fornece dados relacionados aos dez espécimes coletados ao longo da trilha às margens do rio do Ouro.
DOI: 10.6084/m9.figshare.25751775.v1
title: Pedestrian Pathways dataset

description: pedestrian dataset
DOI: 10.17632/w9f89x872s
title: Dataset for International Research Collaboration in Top Education & Educational Journals, 2015-2019

description: This dataset is for an authorship analysis of articles published 2015-2019 in the top five Education & Educational Research journals (Review of Educational Research, Educational Psychologist, Computers & Education, Internet and Higher Education, and Educational Research Review), as part of a larger international research collaboration project (https://www.researchgate.net/project/International-collaboration-in-educational-research). Given the rise in co-authorship in Social Sciences (Henriksen, 2018), and Education and Educational Research in general (Henriksen, 2016), and the importance of internationalisation in many countries, it is important to gain a deeper understanding of whether this also extended to international co-authorship amongst articles published in these five journals (n = 1441). This analysis will include an investigation of co-authorship and international research collaboration patterns across the past five years, including country collaboration partnerships (see Kwiek, 2019). All article data were first downloaded from the Web of Science and uploaded into EPPI-Reviewer. They were then cross-checked with the individual journal websites and hand-coded on year, publication, number of authors, country (of all authors), and the type of collaboration (international, national, institutional, no collaboration).
DOI: 10.6084/m9.figshare.5122777.v1
title: Supplementary Material for: Mutism and Amnesia following High-Voltage Electrical Injury: Psychogenic Symptomatology Triggered by Organic Dysfunction?

description: <i>Background:</i> Mutism and dense retrograde amnesia are found both in organic and dissociative contexts. Moreover, dissociative symptoms may be modulated by right prefrontal activity. A single case, M.R., developed left hemiparesis, mutism and retrograde amnesia after a high-voltage electric shock without evidence of lasting brain lesions. M.R. suddenly recovered from his mutism following a mild brain trauma 2 years later. <i>Methods:</i> M.R.’s neuropsychological pattern and anatomoclinical correlations were studied through (i) language and memory assessment to characterize his deficits, (ii) functional neuroimaging during a standard language paradigm, and (iii) assessment of frontal and left insular connectivity through diffusion tractography imaging and transcranial magnetic stimulation. A control evaluation was repeated after recovery. <i>Findings:</i> M.R. recovered from the left hemiparesis within 90 days of the accident, which indicated a transient right brain impairment. One year later, neurobehavioral, language and memory evaluations strongly suggested a dissociative component in the mutism and retrograde amnesia. Investigations (including MRI, fMRI, diffusion tensor imaging, EEG and r-TMS) were normal. Twenty-seven months after the electrical injury, M.R. had a very mild head injury which was followed by a rapid recovery of speech. However, the retrograde amnesia persisted. <i>Discussion:</i> This case indicates an interaction of both organic and dissociative mechanisms in order to explain the patient’s symptoms. The study also illustrates dissociation in the time course of the two different dissociative symptoms in the same patient.
DOI: 10.17632/tc8spvrv97
title: How Familiarity Shapes Tourist Decisions: A Look at Reputation, Trust and Revisit Intentions in Ho Chi Minh City

description: While Ho Chi Minh City boasts a strong reputation as a tourist destination, it struggles with declining repeat visits and lower brand awareness among international travelers. This research aims to understand the connection between a destination's reputation, the trust it inspires in visitors, and their intention to return. Employing a mixed-methods approach, the study combined qualitative insights from literature reviews, content analysis, and expert interviews to build a conceptual framework. This framework then guided a quantitative analysis of 400 valid responses using linear regression and Pearson's multivariate correlation techniques. The results reveal a significant positive influence of destination reputation on both trust and revisit intentions. Interestingly, trust acts as a mediator in this relationship. Furthermore, the study found that familiarity with the destination moderates these effects, shaping tourist perceptions and ultimately their travel decisions. These findings provide valuable insights for developing social media influencer marketing strategies within the tourism industry.
DOI: 10.17632/pkxzpw49g8
title: Dataset-ISWA_200479

description: The data in the CSV file represents an initial collection used in the system developed for synthesizing emotional expressions using Generative Adversarial Networks (GAN). This dataset captures key metrics and features relevant to evaluating the quality of the generated images and the system's performance under different conditions. The main variables included are described below:
1. Emotion: This column categorizes the emotions generated by the system, covering four central states: Joy, Sadness, Surprise, and Anger. These emotions are critical to assess the model's ability to capture various emotional expressions.
2. SSIM (Structural Similarity Index): This index indicates the structural quality of the generated images, comparing them to authentic expressions. Values range from 0 to 1, with higher values reflecting greater visual and structural similarity.
3. LPIPS (Learned Perceptual Image Patch Similarity) evaluates the visual perception of the generated images. This indicator complements the SSIM and provides a metric more aligned with human perception. Lower values are available for high-quality photos.
4. Precision: Represents the percentage of emotions correctly generated by the system, highlighting its precision in emotional synthesis. It is measured as a percentage value that reflects the model's fidelity in emotional transmission.
5. False Positives: This indicator counts the cases in which the system incorrectly classified a non-existent emotion. It is key to analyzing the model's robustness and ability to avoid classification errors.
6. False Negativesrecords cases where the system failed to detect a present emotion. This indicator is critical to understanding the model's limitations in more complex situations.
7. CPU Usage (%): Represents the percentage of CPU usage during emotion processing, reflecting the system's efficiency in terms of computational resources.
8. GPU Usage (%): Similar to CPU usage, this variable measures the percentage of GPU usage, which is key in executing operations related to deep networks.
9. Memory Usage (MB): This indicates memory consumption during processing, evaluating the system's scalability under high-demand conditions.
10. Frame Rate (FPS): Measures the number of frames processed per second, an essential factor in maintaining a fluid real-time experience.
11. Response Time (ms): This represents the total time from data capture to the generation of the emotional expression. It is essential for evaluating the system's capacity in interactive and high-load scenarios.

This data provides a comprehensive overview of system performance regarding accuracy, generation quality, resource usage, and real-time responsiveness. By analyzing them, areas of improvement and optimization of the model can be identified for applications in virtual educational environments and other interactive platforms.
DOI: 10.6084/m9.figshare.9786212.v1
title: Water Quality for Kanawha River WV

description: Data collection for three months (Jan-Mar, 2018) at three locations along the Kanawha River, WV
DOI: 10.6084/m9.figshare.14113133.v1
title: Supplementary Material for: Surprising Hyperkalemia of 10.2 mmol/L in a Patient with Hyperglycemia: A Case Report

description: Hyperkalemia is a life-threatening condition potentially leading to cardiac arrest. Here, we report a case of surprising severe hyperkalemia of 10.2 mmol/L in a diabetic patient with previously normal kidney function presenting without discernible clinical symptoms to our emergency department. The patient was admitted because of hyperglycemia of 32.8 mmol/L, which was detected during daily testing in her nursing home. The hyperkalemia was caused by prerenal failure due to hyperglycemic polyuria which led to volume depletion, and worsened by a combination of potassium-sparing drugs and potassium supplementation. The patient was treated conservatively. Eighteen hours later, the serum potassium concentration was 4.6 mmol/L. The patient could be released 6 days later. To our knowledge, this is the highest described hyperkalemia treated conservatively and survived without cardiopulmonary resuscitation.
DOI: 10.17632/v6vsrkhwcj
title: Estimation model for life-cycle carbon emissions of buildings in China

description: The dataset contains the reference section of the article.
DOI: 10.6084/m9.figshare.27110083.v2
title: <b>Post-collapse somatic growth and population recovery failure of sardine (</b><b><i>Sardinops sagax</i></b><b>) in the northern Benguela from otolith biochronologies</b>

description: The sardine (<i>Sardinops sagax</i>) stock was majorly exploited in the past (1950-1999) in Namibia with catches totalling 14.7 million tons which led to sardine’s collapse and it’s yet to recover. We developed a robust otolith biochronology of annual increment width to infer long-term growth patterns of sardine using 744 otoliths archived in Namibia from 1982 to 2021. All archived otoliths used were sourced from the Ministry of Fisheries and Marine Resources (MFMR) in Namibia. The archived otoliths stems from MFMR annual purse-seine surveys as well as commercial port samples. The annual hydro-acoustic pelagic biomass survey covers the entire shelf area, starting from north of Lüderitz town ending south of Angola. Commercial port otolith samples were taken from port of Walvis Bay sampled from commercial purse-seine vessels. Thus, events are titled according to the biomass survey or the commercial port samples.<br>Biological measurement obtained from archived otolith (if available) were recorded such as total lengths (TL ± 0.01 mm), month, year and station number. The sagittal otoliths were mounted whole in black Perspex plate moulds and embedded in epoxy resin. Calibrated images of the sardine otoliths were taken using Zeiss Stemi 508 stereo microscope that is fitted with a Carl Zeiss Axiocam 208 colour camera. In order to assess the age of sardine at a given length, otolith annual growth increments were counted (core to edge) along the otolith's largest radius using a Zeiss Stemi 508 stereo microscope 320× magnification. We analysed a total of 787 otolith images using ObjectJ which is an ImageJ plugin (http://imagej.nih.gov/ij/). The length of each annual increment on the along the post-rostrum axis of the otolith from the nucleus to posterior edge.<br>Linear mixed effect models were applied to separate intrinsic (within individual) and extrinsic (by year – e.g. population density, environment) factors to estimate mean annual growth for fish older than 1 year (&gt;1 years). The increment widths were recorded together with its year when the increment was formed (calendar year), and age at the time of increment formation (Age) for each fish.<br>Project(s): TRIATLAS (Tropical and South Atlantic Climate-based Marine Ecosystem Prediction for Sustainable Management)<br>Funding: Horizon 2020. Grant award no. AMD-817578-41: TRIATLAS Project<br>
DOI: 10.17632/t8tdyv8mk9
title: Data for: THE ENVIRONMENTAL EFFECTS OF TRADE WITHIN AND ACROSS SECTORS

description: This zip file contains a technical appendix ("Trade_and_Enviro_Numerical_Appendix.pdf") that describes the parameter values and system of equations contained in the included Matlab files. The zip file also contains all of the Matlab files used to solve and simulate the combined framework in "THE ENVIRONMENTAL EFFECTS OF TRADE WITHIN AND ACROSS SECTORS." All of the data used to generate the figures and tables in the paper were generated using these files and the included Excel sheets..
DOI: 10.6084/m9.figshare.27966069.v1
title: Supplementary Material for: A multimethods international maPping exercise of Arts Interventions in reNal uniTs: the PAINT project

description: Introduction
Due to the chronic nature of kidney disease and the challenges of symptom burden, reduced mortality and co-morbidity, individuals living with the condition experience substantial anxiety and depression. Incorporating the arts into clinical practice is encouraged to promote and support mental health and wellbeing. The aim of the PAINT project was to undertake an international mapping exercise to identify the current provision of arts programmes in kidney centres for people living with kidney disease. 
 
Methods
A multimethods approach was employed, involving a cross-sectional online survey and semi-structured qualitative interviews, which employed Qualitative Description research design. Healthcare staff working in kidney centres or organisations providing arts activities to individuals living with kidney disease were recruited into the study.
 
Results
One hundred and nineteen participants from 29 countries responded to the survey, with 39 of the respondents reporting arts activities in their renal unit. There was a wide range of respondents in terms of role, and the types of arts activities included visual art activities, music, literature/creative writing, film, movement/dance and craft. Individuals with chronic kidney disease who had taken part in arts activities were mostly adults (64%) and most were undergoing haemodialysis (82%). Sixteen respondents participated in the semi-structured interviews and encouraged the adoption of arts activities for people living with kidney disease. Three themes were identified: enhanced wellbeing and positive outcomes for individuals living with kidney disease; staff engagement and enthusiasm; and barriers to participation.
 
Conclusions
This overview of arts activities being offered globally to people living with kidney disease, and experiences of renal healthcare staff who provide activities in their units, are encouraging in terms of arts in healthcare. Thesepractitioners have observed the benefits of this person-centred arts approach in action, predominantly in terms of the positive impact on the wellbeing of individuals with kidney disease and improved relationships with staff in dialysis units. Further attention and funding should be focused on arts activities within renal centres.
DOI: 10.17632/87nw2k8srk
title: Data In Brief of research on the National School Feeding Program (PNAE) and its application as public policy to combat malnutrition and food and nutritional security

description: Backgound: Within the scope of the Sustainable Development Goals (SDGs), especially SDG 2 - Zero Hunger, school feeding in Brazil is crucial to ensuring food security and combating malnutrition among children and adolescents. The National School Food Program (PNAE) focuses on issues of food insecurity, linking adequate nutrition to better learning. Prioritizes natural and family-farming foods on menus, promoting a balanced diet free of ultra-processed products. The DataSets: This dataset is open and public. They were obtained from government and local authority sources, with free access. They are part of the PNAE analyses, to consider public policy actions to combat malnutrition. They complement the literary and documentary survey carried out using the theoretical exploratory method, collecting information via ad hoc in databases indexed as repositories and gray literature from governmental and non-governmental sources. The analyzes are qualitative and quantitative to identify essential elements that guide interdisciplinary practices for access by students in primary and elementary schools, have adequate nutrition and promote education related to healthy diets and eating habits. 

Keywords: Public policy; School Meals; Food Safety; SDG 2; Family farming.

Data value
The relevance of the data lies in the need for information that contributes to the formulation of effective public policies to reduce social disparities. And the promotion of equity through the fair allocation of resources, with a view to eliminating malnutrition and malnutrition in school-age children and adolescents. And, the fundamental fight against NCDs that affect children and young people in vulnerable situations.

Purpose

The purposes of the data are: i. enable analysis information from the National School Feeding Program (PNAE), as a public policy tool to combat malnutrition; ii. Enable the formulation of strategies to combat malnutrition through school feeding and nutrition education programs; iii. Enable correlational analyzes between political actions and school feeding regarding their effectiveness in combating malnutrition.

Ethical statements
 
The work did not involve experiments with humans or animals.
 It only involved data collected from repository platforms, municipalities and government bodies. All open access and public in nature. The anonymization of any personal and sensitive data was ensured, so that the data redistribution policies of the platform(s) were complied with.
DOI: 10.17632/kx5wxfbz3x
title: Data for: Don't poke the bear: Using tracking data to quantify behavioural syndromes in elusive wildlife.

description: Behaviours quantified from GPS tracking data and dual motion sensors of 42 adult, solitary brown bears moitored in south-central Sweden by the Scandinavian Brown Bear Research Project (SBBRP). Behaviours were quantified and averaged within six 10-day periods between 21. June and 19. August 2007 - 2016. We quantified individual repeatability of each behaviour and correlations among them (i.e. behavioural syndromes).
DOI: 10.17632/wtc2fbych7
title: ANALISIS SENTIMEN PENGGUNA TWITTER TERHADAP BEA CUKAI MENGGUNAKAN METODE SUPPORT VECTOR MACHINE (SVM) DENGAN MEMBANDINGKAN FEATURE EXTRACTION

description: The fiks.csv dataset is a raw dataset that was just obtained during the data crawling process from Twitter/X. The preprocessing fiks.csv dataset is a dataset that has been preprocessed and the data is ready to use. The dataset-labelin-final.csv dataset is a dataset that has been labeled as positive, negative or neutral using VADER Lexicon.
DOI: 10.6084/m9.figshare.20411802.v1
title: July 2022 Covid-19 Twitter Streaming Dataset

description: The file contains Tweet IDs* for COVID-19 related tweets collected in <b>July, 2022</b> from <b>Twitter's COVID-19 Streaming Endpoint </b>via a custom script developed by the <b>Social Media Lab (https://socialmedialab.ca/)</b>.<br>Visit <b>our interactive dashboard at https://stream.covid19misinfo.org</b>/ for a preview and some general stats about this COVID-19 Twitter streaming dataset.<br>For more info about <b>Twitter's COVID-19 Streaming Endpoint</b>, visit <b>https://developer.twitter.com/en/docs/labs/covid19-stream/overview</b><br><b>Note</b>: In accordance with Twitter API Terms, the dataset only includes Tweet IDs (as opposed to the actual tweets and associated metadata). To recollect tweets contained in this dataset, you can use programs such as Hydrator (https://github.com/DocNow/hydrator/) or the Python library Twarc (https://github.com/DocNow/twarc/).
DOI: 10.17632/8vxm85kgnm
title: Fortunato, G. V. Low Pd loadings onto Printex L6: Synthesis, characterization and performance towards H2O2 generation for electrochemical water treatment technologies. Chemosphere 259 (2020) 127523 

description: These data refer to the article named "Low Pd loadings onto Printex L6: Synthesis, characterization and performance towards H2O2 generation for electrochemical water treatment technologies". Published on Chemosphere.
Authors: Guilherme V. Fortunato, Matheus S. Kronka, Alexsandro J. dos Santos, Marc Ledendecker, Marcos R.V. Lanza.