cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7yhycdj8bj
title: Driving Safety Analysis Survey Using Manchester Driver Behavior Questionnaire 

description: A popular tool for identifying and evaluating unusual driving behavior is the Driver Behavior Questionnaire (DBQ). Despite the popularity of the self-report method, the DBQ's use in underdeveloped countries like India has not been tried. The DBQ measures what are referred to as aberrant driving behaviors and is based on Reason's error theory. The foreseeability of road accidents is one of its primary intended purposes. Although several studies have explored this and shown some success, it is important to notice one aspect of DBQ reports: practically all of them have used self-reported accidents as the dependent variable. 
To learn more about the drivers' viewpoints on the key factors that contribute to dangerous driving behavior, a survey was conducted. The questionnaire was split into two sections, with the first collecting socio-demographic data such name, driving history, and weekly mileage. After that, participants were given a five-point Likert scale to rank the factors that contributed to risky driving, with 1 denoting strong disagreement and 5 denoting strong agreement. A total of 166 people were surveyed (Driving Safety Analysis Survey.xlsx). Harsh acceleration, hard braking, traffic violations, lack of safety awareness, incorrect driver attitude, driving experience, unintentional errors and mistakes, sluggish reaction time, uninvolved or passive co-passengers, and active or helpful co-passengers were among the variables. 
The survey results aided us in narrowing down the aspects that will be investigated further. Mistakes and lapses, Violations, Safety awareness, and Attitude were all considered. The factors active passenger and passive passenger were also introduced to better comprehend the role of co-passenger. Each element comprised five to six questions that the participants had to assess on a Likert scale of one to five (DBQ-Responses.xlsx).
DOI: 10.17632/bv3fhxgbkc
title: Original data for Wu et al., Divergent topographic projection of cerebral...

description: (1) The Excel table contains the original data for Fig. 4A (cluster analysis), Fig. 6 (Allen data), Fig. 7B (cluster analysis), and some other analyses in the study described in the paper Wu et al., "Divergent topographic projection of cerebral cortical areas to overlapping cerebellar lobules through distinct regions of the pontine nuclei". 2022 Nov. 10 version.
(2 and 3) The three-dimensional mapping of tracer injection sites in the pontine nuclei in the study described in the paper Wu et al., "Divergent topographic projection of cerebral cortical areas to overlapping cerebellar lobules through distinct regions of the pontine nuclei". 2022 Nov. 10 version, igs format file and 3dm (Rhinoceros) format tile.
DOI: 10.17632/n73s5jd97z
title: Obesity and Labor Market in Chile

description: This dataset contains data from Chilean labor market (wage, hourly wage, employment, true experience, training) and body size variables (BMI, nutritional status) from the EPS survey (Encuesta Nacional de Previsión Social), which allows to analyze whether there exists a wage-penalty for being obese. It also includes a do file for the results submitted to the Feminist Economics.
DOI: 10.17632/mhfrh9whrd
title: Phagocyte-expressed glycosaminoglycans promote capture of alphaviruses from the blood circulation in a host species-specific manner

description: Abstract
The magnitude and duration of vertebrate viremia are critical determinants of arbovirus transmission, geographic spread, and disease severity—yet, mechanisms determining arbovirus viremia levels are poorly defined. Previous studies have drawn associations between in vitro virion-glycosaminoglycan (GAG) interactions and in vivo clearance kinetics of virions from blood circulation. From these observations, it is commonly hypothesized that GAG-binding virions are rapidly removed from circulation due to ubiquitous expression of GAGs by vascular endothelial cells, thereby limiting viremia. Using an in vivo model for viremia, we compared the vascular clearance of low and enhanced GAG-binding viral variants of chikungunya, eastern- (EEEV), and Venezuelan- (VEEV) equine encephalitis viruses. We find GAG-binding virions are more quickly removed from circulation than their non-GAG-binding variant; however individual clearance kinetics vary between GAG-binding viruses, from swift (VEEV) to slow removal from circulation (EEEV). Remarkably, we find phagocytes are required for efficient vascular clearance of some enhanced GAG-binding virions. Moreover, transient depletion of vascular heparan sulfate impedes vascular clearance of only some GAG-binding viral variants and in a phagocyte-dependent manner, implying phagocytes can mediate vascular GAG-virion interactions. Finally, in direct contrast to mice, we find enhanced GAG-binding EEEV is resistant to vascular clearance in avian hosts, suggesting the existence of species-specificity in virion-GAG interactions. In summary, these data support a role for GAG-mediated clearance of some viral particles from the blood circulation, illuminate the potential of blood-contacting phagocytes as a site for GAG-virion binding, and suggest a role for species-specific GAG structures in arbovirus ecology.

Data consists of reverse-transcriptase quantitative PCR data to measure viral genome quantities in samples.
DOI: 10.17632/49wv286my4
title: Replication Program for "Small and Vulnerable: Small Firm Productivity in the Great Productivity Slowdown"

description: This repository contains the code and public version of the data in "Small and Vulnerable: Small Firm Productivity in the Great Productivity Slowdown" by Sophia Chen and Do Lee.
DOI: 10.17632/688wrx2927
title: Spatial visualization ability evaluation data set based on PSVT: R

description: There are differences in spatial ability among people, and there are also differences in spatial ability among individuals in different situations (such as at different ages). The difference of spatial ability in people or individuals is caused by many reasons, influenced by many factors, and is the result of the interaction of many factors. The Revised Purdue Spatial Visualization Tests: Visualization of Rotations (Revised PSVT: R) is a spatial test frequently used to measure students’ spatial ability. The test results of 181 male and female Chinese university students in various disciplines were included in the assessment.
DOI: 10.17632/jc7y9w8djc
title: OHLCV of BTC

description: The dataset contains open, close, low, high prices and volume of Bitcoin.
I use API of Coinbase to gather this data.
DOI: 10.6084/m9.figshare.13752001.v2
title: Finnish Translation of SSQ-P

description: <b>SSQ-P Finnish Translation</b> is a translation made from English into Finnish language of the questionnaire "The Speech, Spatial, and Qualities of Hearing Scale (SSQ) for Parents of Children with Impaired Hearing". <br>Associate Professor Karyn Galvin, The University of Melbourne, has modified the SSQ-P (described here: DOI: 10.1179/1754762812Y.0000000014) from the adult SSQ which was developed by William Noble and Stuart Gatehouse (https://doi.org/10.1080/14992020400050014 and https://doi.org/10.1080/14992020400050015). Assoc. Prof. Galvin has authorized Kerttu Huttunen and Anna Kiviniemi-Pulli to translate the questionnaire into Finnish. <br>Standard procedure of forward-backward translation has been conducted with translations made into the native language of the translations. Language revision agency was used in making the back translation. A three-member expert group has compared the original English version with the back translation.
DOI: 10.6084/m9.figshare.28201949.v1
title: Carbon Decoupling in China's Four Municipalities: Tapio and LMDI Data

description: This dataset contains data from 2005 to 2021, focusing on the four direct-controlled municipalities of China: Beijing, Tianjin, Shanghai, and Chongqing. It is used to analyze the decoupling relationship between economic growth and carbon emissions using the Tapio decoupling model. Additionally, the LMDI (Logarithmic Mean Divisia Index) decomposition method is applied to study the contributions of various factors to changes in carbon emissions. These factors include carbon emission intensity, energy intensity, per capita GDP, population size, industrial structure, and energy consumption structure. This dataset provides valuable insights into the dynamics of carbon emissions and the roles of socio-economic and structural factors in the context of urban development and sustainability.
DOI: 10.17632/3xktk72wbd
title: SPATIOTEMPORAL COORDINATION OF TRANSCRIPTION PREINITIATION COMPLEX ASSEMBLY IN LIVE CELLS. Nguyen et. al.

description: Live-cell, single-molecule tracking (SMT) data of transcription preinitiation complex (PIC) components in Saccharomyces cerevisiae
DOI: 10.6084/m9.figshare.6353045.v1
title: Yoruba population (1000Genomes) sweep scans using RAiSD, SweeD, OmegaPlus, SweepFinder2, SHIC, and CMS.

description: All 22 autosomes of the YRI population (1000Genomes project) have been scanned for sweeps using RAiSD, SweeD, OmegaPlus, SweepFinder2, SHIC, and CMS (results available by the authors). <br>
DOI: 10.17632/y8s7xw872z
title: Public webinars

description: A place to put the data used in the presentation of different webinars on geology and geostatistics for Universities and Associations.
DOI: 10.17632/b4wjw5z3gy
title: Blended Mindfulness Intervention (BMI)

description: The supplementary data in the light of following tables provides crucial support for the main findings of the research paper investigating the connection between working memory and mindfulness meditation. These tables compare the control and experiment groups in both resting state and during the Ospan task, utilizing pre-test and post-test measurements. The statistical results from the Wilcoxon test for frequency powers of all EEG channels offer significant evidence for the observed changes, enhancing the paper's objectivity. Additionally, the specific EEG channels and frequency bands affected by mindfulness meditation also shed light on the underlying mechanisms of the observed changes. The inclusion of two groups and two states, along with pre-test and post-test measurements, allows for a comprehensive analysis, increasing the reliability of the results. Overall, this supplementary data strengthens the paper's focus on the relationship between working memory and mindfulness meditation, providing objective support for its main findings.
DOI: 10.17632/8jnj4vzbh6
title: Global particulate matter life cycle impact assessment maps

description: This dataset contains global raster maps to calculate particulate matter life cycle impacts from primary fine particulate matter (PM2.5), sulfur dioxide (SO2), nitrogen oxides (NOx) and ammonia (NH3) emissions. It also includes the R source code to reproduce these maps, a case study on the particulate matter health impacts of global coal power generation, and aggregated characterization factor tables for several spatial resolutions that are commonly used in life cycle assessment (LCA) (for example in the ecoinvent life cycle inventory (LCI) database).
DOI: 10.15468/dl.46mpa5
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-10.6036 29.6447,-11.635 28.8496,-9.0352 28.8496,-9.0352 33.4562,-9.6631 32.8696,-9.7766 32.3158,-10.3241 31.5424,-10.3942 30.6542,-10.1716 30.2225,-10.6036 29.6447))"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012901-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pxzvksbwnj
title: A Durian Leaf Image Dataset of Common Diseases in Vietnam for Agricultural Diagnosis

description: The durian leaf disease dataset, collected in January 2025 from Binh Phuoc and Tien Giang provinces in Vietnam, comprises 2,595 images captured from various angles and weather conditions, including 484 healthy leaf images and 2,111 diseased leaf images, categorized into six classes: Leaf_Healthy (484 images, vibrant green, intact leaves), Leaf_Algal (462 images, brown, gray, or light green spots from algae), Leaf_Colletotrichum (400 images, dark brown leaf tips/edges with concentric lesions), Leaf_Phomopsis (411 images, pinhead-sized spots with yellow halos, progressing to crab-eye patterns), Leaf_Rhizoctonia (398 images, water-soaked lesions turning brown with web-like fungal filaments), and Leaf_Blight (440 images, symptoms from various or unidentified causes), all cropped to a square shape and resized to 400x400 pixels, facilitating processing and application in image analysis models, providing a valuable resource for plant disease research and practical use.
DOI: 10.17632/wjp999xnvh
title: malware analysis

description: The dataset contains 64,227 records with two numerical features: mean and standard deviation . The mean values are centered around a small negative value, while the sd values have a slight positive average. Most values in both columns are closely grouped, but there are extreme values that indicate potential anomalies. The presence of these outliers aligns with the goal of detecting anomalies.
DOI: 10.17632/gbhpxc3zgk
title: Data for: Cost-Effectiveness Analysis of Maternal Immunisation Against Group B Streptococcus (GBS) Disease: a Modelling Study.

description: Deterministic and probabilistic model code developed by Kyriaki Giorgakoudi for investigating the cost-effectiveness of group B streptococcus vaccination. Methodology described in paper: 'Cost-Effectiveness Analysis of Maternal Immunisation Against Group B Streptococcus (GBS) Disease: a Modelling Study' Kyriaki.Giorgakoudi@brunel.ac.uk Institute of Environment, Health and Societies, Brunel University London, London, UK
DOI: 10.17632/rpgb99m5zy
title: Machine Learning and Fund Characteristics Help to Select Mutual Funds with Positive Alpha

description: %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
Replication files to ``Machine Learning and Fund Characteristics Help to Select Mutual Funds with Positive Alpha''
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Each folder contains files to replicate one table or figure of the paper. The folders also contain a readme file to help users to run the codes. The replication_file.tex file generates a PDF file with the replicated tables and figures. 

Notice that the replicated tables and figures are not always identical to those reported in the paper. The reason is that in order to protect the proprietary nature of the data, in some cases we have added noise to mutual fund characteristics and returns; see the README file for details.

The data files that are required to run the codes are stored in the /data_sets/ folder. Some tables and figures require the output from the codes stored in folders /code_for_ML_methods/ , /code_for_AW_method/ and /code_for_EW_method/. It is recommended to run the codes in those folders before running the codes that generate tables and figures. 

We include a file in both tex and pdf formats containing the full set of results.
DOI: 10.17632/shpfp7bdx7
title: Data for Seismic Risk Quantification and GIS-Based Seismic Risk Maps for Dubai-UAE

description: This dataset contains seismic hazard assessment and fragility relationships for Dubai, UAE. It is derived from incremental dynamic analyses via nonlinear dynamic response history analyses and simulations.  The results are contained within an Excel file "Data.xlsx". The first tab in the data file provides the probability of exceeding the three performance levels in conformance to the  ASCE41-16 procedure. Namely: Immediate Occupancy (IO), Life Safety (LS), and Collapse Prevention (CP), for the different types of multi-story buildings. Moreover, these results are visualized on city-wide GIS maps developed via the ArcGIS platform and ArcMap library. All files are organized in subfolders within a single compressed file: "GIS maps.rar". Finally, High-Resolution images of the GIS maps are available in individual "*.tiff" files.
DOI: 10.17632/xysdyvzp7h
title: Antibacterial activity of natural rubber based coatings containing a new guanidinium-monomer as active agent - Supporting information

description: Data are relative to studies about effective antibacterial coatings based on natural rubber derived building blocks and a novel monomer containing a guanidinium group. Images from optical microscope are reported, contact angle values, calibration curves to calculate percentage of photoinitiator released by HPLC. Inhibition halos for three pathogenic bacteria are reported showing that the components of the coatings are effective angainst three strains of pathogenic bacteria.
DOI: 10.6084/m9.figshare.17119097.v2
title: Complete mitochondrial genome of the Siberian tiger Panthera tigris altaica

description: The complete mitochondrial genome of <i>Panthera tigris altaica</i> which is an extinct species in Korea Peninsula, 16,995bp in length, and contained 13 protein coding genes, 2 ribosomal RNA genes, 22 transfer RNA genes and 1 main control region. We provide that the detailed information of the organized mitochondrial genome from this species.
DOI: 10.17632/274xd6whst
title: Construction and validation of a booklet for parents/caregivers of children with attention deficit hyperactivity disorder

description: Introduction: Educational materials, such as primers, are tools that aid in caregiving and elucidate relevant and context-sensitive health interventions, especially in home care for neurodevelopmental disordered children. Objective: to construct and validate a booklet to guide parents and caregivers of children with Attention Deficit Hyperactivity Disorder. Materials and Methods: methodological study for the construction and validation of the booklet by judges and by the target audience. The writing, design and layout of the material were developed with subsequent validation by judges, considering the content validity index for data analysis. Results: booklet composed of 13 themes and 32 pages. The validation counted on 21 content judges, obtaining an index of 0.89. Seven judges in appearance evaluated and scored an index of 0.91. 17 participants from the target audience evaluated general content with an index of 0.99. After adjustments, the readability index obtained a satisfactory percentage of 54%. Discussion and Conclusion: The constructed material portrays the daily life of families, presents illustrations in health and education services and is sensitive to the studied public. The booklet was considered valid for its content and appearance and suitable for use in nursing care to children with the disorder, contributing to the proper guidance of parents and caregivers.
DOI: 10.17632/9c8cgbmk92
title: Base de datos Vacunación COVID-19 Santander 2022

description: Base de datos de Encuesta transversal sobre factores relacionados con aceptación o abstención de vacunación contra COVID-19 en adultos (18 a 65 años) de Santander, Colombia en 2022.
DOI: 10.25413/sun.9491429.v2
title: Minimization of Childhood Maltreatment Is Common and Consequential: Results from a Large, Multinational Sample Using the Childhood Trauma Questionnaire

description: Childhood maltreatment has diverse, lifelong impact on morbidity and mortality. The Childhood Trauma Questionnaire (CTQ) is one of the most commonly used scales to assess and quantify these experiences and their impact. Curiously, despite very widespread use of the CTQ, scores on its Minimization-Denial (MD) subscale—originally designed to assess a positive response bias—are rarely reported. Hence, little is known about this measure. If response biases are either common or consequential, current practices of ignoring the MD scale deserve revision. Therewith, we designed a study to investigate 3 aspects of minimization, as defined by the CTQ’s MD scale: 1) its prevalence; 2) its latent structure; and finally 3) whether minimization moderates the CTQ’s discriminative validity in terms of distinguishing between psychiatric patients and community volunteers. Archival, item-level CTQ data from 24 multinational samples were combined for a total of 19,652 participants. Analyses indicated: 1) minimization is common; 2) minimization functions as a continuous construct; and 3) high MD scores attenuate the ability of the CTQ to distinguish between psychiatric patients and community volunteers. Overall, results suggest that a minimizing response bias—as detected by the MD subscale—has a small but significant moderating effect on the CTQ’s discriminative validity. Results also may suggest that some prior analyses of maltreatment rates or the effects of early maltreatment that have used the CTQ may have underestimated its incidence and impact. We caution researchers and clinicians about the widespread practice of using the CTQ without the MD or collecting MD data but failing to assess and control for its effects on outcomes or dependent variables.
DOI: 10.17632/scbx3h2bmf
title: Lube oil - diesel oil mixes - dataset

description: Data connected with the study of the relationship between the level of lubricating oil contamination with distillation fuel and the risk of explosion in the crankcase 
of a marine trunk type engine. Updated version (initial boiling temperatures included).
DOI: 10.17632/7cttxhtc69
title: Sponge Cities

description: "Sponge cities" is a concept and approach to urban planning and design that has gained importance in addressing the challenges posed by climate change and urbanization. These cities are designed to effectively manage water in urban environments by mimicking the natural water cycle.
DOI: 10.17632/z5bypjm62y
title: Dataset on the characterization, and application of Pd and Rh-based catalysts in the reductive amination of biomass-derived phenolics

description: Biomass-derived phenols has been considered an excellent platform molecule, which can be converted into valuable products for the biorefinery industry.  The catalytic amination of phenolics under reductive conditions is a key route to a variety of secondary amines, for which the use of heterogeneous catalysts and reaction condition (various: phenol concentration, amine concentration, hydrogen pressure, temperature and substituted phenols) play a central role. In this dataset, we report on the liquid phase amination of phenolics (such as, phenol, o-cresol, p-cresol, methoxyphenol) with cyclohexylamine (CyA) under H2 atmosphere over commercial Pd/C and Rh/C catalysts. The experiments were performed under batch conditions during 6 hours, at different temperatures (100 - 140°C), for hydrogen pressures ranging from 0.5 to 2.5 bar and varying the initial concentration of the amine and phenol between 0.1 and 0.40 mol/L.
In addition, a dataset and figures on the characterization of the catalysts by Transmission Electron Microscopy (TEM), Scanning Electron Microscopy (SEM) with Energy Dispersive X-Ray Analysis (EDX), Brunauer- Emmett-Teller, X-ray diffraction (XRD) and temperature programmed reduction (TPR) are also reported. Finally, an excel file explaining the calculation of kinetic parameters is also provided with a complete description of the mathematical functions and procedures for processing reaction data gathered under dynamic conditions.
The data is organized in two folders:
Catalyst Characterization: Include figures, equipment reports and raw data on characterizations.
Catalytic assays: Includes raw GC data, *.xls files with processed data and an excel file with the kinetic assessment.