cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30970809
title: Epidemiology and Risk of Vision Loss in Work-Related Ocular Trauma: Evidence from a Nationwide Trauma Registry

description: Ocular trauma is a leading cause of visual impairment, with work-related incidents representing a substantial yet preventable portion. Using nationwide data from regional trauma centers, this study compared work-related and non-work-related ocular trauma cases to identify injury mechanisms and high-risk groups of vision loss. This retrospective cross-sectional study compared work-related and non-work-related ocular injuries in adults, excluding superficial cases, from the Korea Trauma Data Bank (2017–2023). Diagnostic codes were categorized into three risks of vision loss tiers using a modified Delphi expert consensus. Risk factors for vision loss and surgical intervention were identified via multivariable logistic regression. This study analyzed 10,272 adults with ocular trauma. Work-related trauma comprised 24.0% (<i>N</i> = 2,470) of cases, which were predominantly males (96.4%) aged 40–64 years (64.0%). Non-work-related trauma (<i>N</i> = 7,802) was more prevalent among females (25.0%) aged 65 years or older (30.6%). In the work-related group, non-Korean individuals had a significantly higher risk of vision loss (adjusted Odds Ratio [aOR] 1.73; 95% confidence interval [CI] 1.20–2.50). Cutting or piercing injuries and burns were the strongest predictors of vision loss in both groups, especially the work-related trauma group (aOR 74.73, 95% CI 33.37–167.36). Cutting or piercing accidents and burns were identified as high-risk accident types for vision loss, highlighting the need for strengthened safety measures to prevent these hazardous events. There was an elevated risk for work-related trauma among non-Korean individuals, as well as for non-work-related trauma among older adults, highlighting the need for targeted safety policies and training.
DOI: 10.6084/m9.figshare.30970809.v1
title: Epidemiology and Risk of Vision Loss in Work-Related Ocular Trauma: Evidence from a Nationwide Trauma Registry

description: Ocular trauma is a leading cause of visual impairment, with work-related incidents representing a substantial yet preventable portion. Using nationwide data from regional trauma centers, this study compared work-related and non-work-related ocular trauma cases to identify injury mechanisms and high-risk groups of vision loss. This retrospective cross-sectional study compared work-related and non-work-related ocular injuries in adults, excluding superficial cases, from the Korea Trauma Data Bank (2017–2023). Diagnostic codes were categorized into three risks of vision loss tiers using a modified Delphi expert consensus. Risk factors for vision loss and surgical intervention were identified via multivariable logistic regression. This study analyzed 10,272 adults with ocular trauma. Work-related trauma comprised 24.0% (<i>N</i> = 2,470) of cases, which were predominantly males (96.4%) aged 40–64 years (64.0%). Non-work-related trauma (<i>N</i> = 7,802) was more prevalent among females (25.0%) aged 65 years or older (30.6%). In the work-related group, non-Korean individuals had a significantly higher risk of vision loss (adjusted Odds Ratio [aOR] 1.73; 95% confidence interval [CI] 1.20–2.50). Cutting or piercing injuries and burns were the strongest predictors of vision loss in both groups, especially the work-related trauma group (aOR 74.73, 95% CI 33.37–167.36). Cutting or piercing accidents and burns were identified as high-risk accident types for vision loss, highlighting the need for strengthened safety measures to prevent these hazardous events. There was an elevated risk for work-related trauma among non-Korean individuals, as well as for non-work-related trauma among older adults, highlighting the need for targeted safety policies and training.
DOI: 10.15468/dl.pndnu5
title: Occurrence Download

description: A dataset containing 440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus pannosa"
 ]
}

 The dataset includes 440 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069076-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8mjtn84wbt.1
title: Survey Data on Loyalty and Switching Intention in a Brand Boycott Context in Indonesia

description: This dataset contains cross-sectional survey data on emotions, attitudes, subjective norms, perceived behavioral control, animosity, religiosity, loyalty, and switching intention in a brand boycott context in Indonesia, collected from 355 Indonesian Muslim consumers via an anonymous online questionnaire. The dataset includes an Excel file with survey responses and a codebook, as well as two questionnaire PDFs in the original Indonesian and English-translated versions, and can be reused for replication and secondary analysis in consumer boycott research.
DOI: 10.57903/uj/hjvehn
title: Cytotoxicity and proliferation studies of hydrophobically modified hyaluronic acid on human skin fibroblasts

description: Cytotoxicity of polymers is a very important issue for their use in biotechnological and biomedical applications. The effect of nanoparticles based on hydrophobically modified hyaluronic acid substituted with amines of different chain lengths and different degrees of substitution on the proliferation and viability of human skin cells in culture was investigated. Cytotoxicity and proliferation tests were performed on primary human skin fibroblasts (HSF). Cell viability and proliferation were assessed using MTT (evaluates the activity of mitochondrial dehydrogenase of cells) and CV test after 1, 3 and 5 days of incubation with nanoparticles, respectively.
DOI: 10.17632/bmg7ffjfd7
title: Fan_2025_GCA_Data Availability

description: This dataset supports the manuscript titled "Archaeal lipid hydrogen isotope fractionation reveals carbon and energy metabolism across multiple environments" submitted to Geochimica et Cosmochimica Acta (GCA)
DOI: 10.17632/bmg7ffjfd7.1
title: Fan_2025_GCA_Data Availability

description: This dataset supports the manuscript titled "Archaeal lipid hydrogen isotope fractionation reveals carbon and energy metabolism across multiple environments" submitted to Geochimica et Cosmochimica Acta (GCA)
DOI: 10.17632/z7zb657728
title: RPJ_Taguchi-Grey supplementary materials

description: Supplementary materials (raw data, Python scripts, and STL comparison files)
DOI: 10.17632/z7zb657728.1
title: RPJ_Taguchi-Grey supplementary materials

description: Supplementary materials (raw data, Python scripts, and STL comparison files)
DOI: 10.17632/77wnrjbwvr
title: The role of cuticular hydrocarbons of Cyclocephala barrerai (Coleoptera: Melolonthidae) in intraspecific recognition

description: This study identified and quantified the cuticular hydrocarbons (CHCs) present in adults, evaluated their variation according to age and sex, and analyzed behavioral responses to conspecific CHCs. CHCs were extracted using hexane and analyzed by gas chromatography–mass spectrometry. Nine compounds were identified. Males exhibited arrestment, courtship, and copulation behaviors in response to female extracts, demonstrating that female CHCs function as a contact sex pheromone.
DOI: 10.17632/77wnrjbwvr.1
title: The role of cuticular hydrocarbons of Cyclocephala barrerai (Coleoptera: Melolonthidae) in intraspecific recognition

description: This study identified and quantified the cuticular hydrocarbons (CHCs) present in adults, evaluated their variation according to age and sex, and analyzed behavioral responses to conspecific CHCs. CHCs were extracted using hexane and analyzed by gas chromatography–mass spectrometry. Nine compounds were identified. Males exhibited arrestment, courtship, and copulation behaviors in response to female extracts, demonstrating that female CHCs function as a contact sex pheromone.
DOI: 10.5281/zenodo.18093394
title: International Virtual Faculty development AI powered and responsibility leadership for business and Management Educator
DOI: 10.5281/zenodo.18093395
title: International Virtual Faculty development AI powered and responsibility leadership for business and Management Educator
DOI: 10.17632/62224ppy2z
title: Pyrotinib or placebo in combination with trastuzumab and docetaxel for HER2-positive metastatic breast cancer (PHILA) : long-term survival results from the randomized phase 3 PHILA trial

description: This database derives from the multicentre, double-blind, randomised, open label phase 3 PHILA trial evaluating pyrotinib or placebo in combination with trastuzumab and docetaxel for HER2-positive metastatic breast cancer. The shared database includes patient level analysis datasets (ADSL, ADTTE, ADAE, ADCM, ADSLRS, ADEX), covering anonymised subject identifiers, demographics, baseline disease characteristics, treatment allocation and exposure, tumour response assessments, time-to-event outcomes, adverse events, medical history, concomitant medications and follow-up anti-cancer therapies.
DOI: 10.17632/62224ppy2z.1
title: Pyrotinib or placebo in combination with trastuzumab and docetaxel for HER2-positive metastatic breast cancer (PHILA) : long-term survival results from the randomized phase 3 PHILA trial

description: This database derives from the multicentre, double-blind, randomised, open label phase 3 PHILA trial evaluating pyrotinib or placebo in combination with trastuzumab and docetaxel for HER2-positive metastatic breast cancer. The shared database includes patient level analysis datasets (ADSL, ADTTE, ADAE, ADCM, ADSLRS, ADEX), covering anonymised subject identifiers, demographics, baseline disease characteristics, treatment allocation and exposure, tumour response assessments, time-to-event outcomes, adverse events, medical history, concomitant medications and follow-up anti-cancer therapies.
DOI: 10.17632/3xz89fkw7w
title: Dataset on the association between narcolepsy and metabolic disorders: A systematic review and meta-analysis
DOI: 10.17632/3xz89fkw7w.1
title: Dataset on the association between narcolepsy and metabolic disorders: A systematic review and meta-analysis
DOI: 10.17632/46bk2k9j3v
title: Geospatial Coordinates of Hydrological Bodies of the Waki River Basin and Arthur Hill Lake, Maharashtra, India (Google Satellite - Derived)

description: This dataset contains geospatial coordinates of hydrological bodies present in the basins of Waki River and Arthur Hill Lake, located in Maharashtra India. All the hydrological bodies including seasonal river, dry streams or paleo-channels, check dams, mud barrier, lakes formed form regulatory dams, and Pravare river were collected in the dataset. The dataset covers six villages, namely, Jahagirdarwadi, Bari, Pendshet, Chichondi, Murshet, and Panjare.

The dataset generated from manual surveying of hydrological features in the region using Satellite Imagery of Google Map. From each hydrological features, the value of Latitude and Longitude were obtained and saved in excel sheet. For river, path values obtained; for lakes, boundary values obtained; and for check dams, mud barriers, wells & ponds, point values obtained. The dataset contain a set of excel sheets. This includes excel sheets for each Lakes in the region especially Waki Lake, Arthur Hill Lake and Ghatghar Lake, all dry and seasonal section of Waki River, and Pravare River, several dry streams which appeared in HydroSHEDS data, and paleo-channels identified from existence of series of check dams. The data set also contain excel sheet for check dams, mud barriers, and wells & ponds. Along data, geopandas based Python script to generate a topographic map of the region along with above hydrological bodies. Initial code is generated using ChatGPT, then manually modified as per requirements of the study. 

The dataset does not include raw satellite imagery and is derived solely from visual interpretation and coordinate collection of publicly available satellite views. Users are advised to consider scale and temporal limitation of the source imagery when applying the data for quantitative analysis.
DOI: 10.17632/46bk2k9j3v.2
title: Geospatial Coordinates of Hydrological Bodies of the Waki River Basin and Arthur Hill Lake, Maharashtra, India (Google Satellite - Derived)

description: This dataset contains geospatial coordinates of hydrological bodies present in the basins of Waki River and Arthur Hill Lake, located in Maharashtra India. All the hydrological bodies including seasonal river, dry streams or paleo-channels, check dams, mud barrier, lakes formed form regulatory dams, and Pravare river were collected in the dataset. The dataset covers six villages, namely, Jahagirdarwadi, Bari, Pendshet, Chichondi, Murshet, and Panjare.

The dataset generated from manual surveying of hydrological features in the region using Satellite Imagery of Google Map. From each hydrological features, the value of Latitude and Longitude were obtained and saved in excel sheet. For river, path values obtained; for lakes, boundary values obtained; and for check dams, mud barriers, wells & ponds, point values obtained. The dataset contain a set of excel sheets. This includes excel sheets for each Lakes in the region especially Waki Lake, Arthur Hill Lake and Ghatghar Lake, all dry and seasonal section of Waki River, and Pravare River, several dry streams which appeared in HydroSHEDS data, and paleo-channels identified from existence of series of check dams. The data set also contain excel sheet for check dams, mud barriers, and wells & ponds. Along data, geopandas based Python script to generate a topographic map of the region along with above hydrological bodies. Initial code is generated using ChatGPT, then manually modified as per requirements of the study. 

The dataset does not include raw satellite imagery and is derived solely from visual interpretation and coordinate collection of publicly available satellite views. Users are advised to consider scale and temporal limitation of the source imagery when applying the data for quantitative analysis.
DOI: 10.17632/9gdgk92fgm
title: Environmental DNA Dataset from Mosquito Habitat Water Containers in Jakarta Indonesia

description: Environmental DNA (eDNA) metabarcoding of water samples was used as a method for monitoring mosquito larvae. The dataset includes raw, unprocessed eDNA reads collected from Jakarta, Indonesia. These sequences were obtained from three different locations, using the COX1 gene to specifically target mosquito species
DOI: 10.17632/9gdgk92fgm.1
title: Environmental DNA Dataset from Mosquito Habitat Water Containers in Jakarta Indonesia

description: Environmental DNA (eDNA) metabarcoding of water samples was used as a method for monitoring mosquito larvae. The dataset includes raw, unprocessed eDNA reads collected from Jakarta, Indonesia. These sequences were obtained from three different locations, using the COX1 gene to specifically target mosquito species
DOI: 10.4121/64f54597-1fa9-4817-874a-9c4a7bca5e32
title: Data underlying the publication: LeuO fine-tunes the virulence attributable to Salmonella pathogenicity island-2 via repressing ssrA transcription in Salmonella Typhimurium

description: These datasets provide the raw data used in the manuscript titled "LeuO Fine-Tunes Virulence Attributable to <em>Salmonella </em>Pathogenicity Island-2 by Repressing ssrA Transcription in <em>Salmonella </em>Typhimurium." The datasets include the following: (1) ChIP-Seq files: Paired-end reads files (format: fastq.gz)(2) Processed ChIP-Seq data: Includes MACS2 output files and sequences used for LeuO motif generation (formats: narrowPeak, fasta)(3) Numerical raw data: Raw data used to produce all graphs in the manuscript (formats: xlsx)<br>*NoteHigh-throughput data have been deposited in the NCBI GEO database under accession number GSE280231 and will be available on the publication date.
DOI: 10.4121/64f54597-1fa9-4817-874a-9c4a7bca5e32.v4
title: Data underlying the publication: LeuO fine-tunes the virulence attributable to Salmonella pathogenicity island-2 via repressing ssrA transcription in Salmonella Typhimurium

description: These datasets provide the raw data used in the manuscript titled "LeuO Fine-Tunes Virulence Attributable to <em>Salmonella </em>Pathogenicity Island-2 by Repressing ssrA Transcription in <em>Salmonella </em>Typhimurium." The datasets include the following: (1) ChIP-Seq files: Paired-end reads files (format: fastq.gz)(2) Processed ChIP-Seq data: Includes MACS2 output files and sequences used for LeuO motif generation (formats: narrowPeak, fasta)(3) Numerical raw data: Raw data used to produce all graphs in the manuscript (formats: xlsx)<br>*NoteHigh-throughput data have been deposited in the NCBI GEO database under accession number GSE280231 and will be available on the publication date.
DOI: 10.17632/nzfby9p7mb
title: Machine Learning details - Walnut composites

description: Machine Learning details - Walnut composites
DOI: 10.17632/nzfby9p7mb.1
title: Machine Learning details - Walnut composites

description: Machine Learning details - Walnut composites
DOI: 10.17632/35k4gkssg6
title: Oculometric Predictions of Sensorimotor Skills

description: This table displays measurements from 25 Division I athletes from the NeuroFit eye tracker and Senaptec Sensory Station evaluations. The protocol consisted of a randomized step-ramp presentation of a pursuit and saccade tracking stimulus that consisted of a black dot presented against a uniform white background (Lux = 1417). The Comprehensive Oculomotor Behavioral Response Assessment (COBRA) produced by the NeuroFit ONE provided oculometric performance data for each participant. The COBRA metrics include latency, acceleration, steady-state gain, intrusive saccade amplitude, the spatial proportion smooth pursuit, direction and speed tuning. The Senaptec Sensory Station evaluation involves a standard battery of 10 sensorimotor skills.
DOI: 10.17632/35k4gkssg6.1
title: Oculometric Predictions of Sensorimotor Skills

description: This table displays measurements from 25 Division I athletes from the NeuroFit eye tracker and Senaptec Sensory Station evaluations. The protocol consisted of a randomized step-ramp presentation of a pursuit and saccade tracking stimulus that consisted of a black dot presented against a uniform white background (Lux = 1417). The Comprehensive Oculomotor Behavioral Response Assessment (COBRA) produced by the NeuroFit ONE provided oculometric performance data for each participant. The COBRA metrics include latency, acceleration, steady-state gain, intrusive saccade amplitude, the spatial proportion smooth pursuit, direction and speed tuning. The Senaptec Sensory Station evaluation involves a standard battery of 10 sensorimotor skills.
DOI: 10.15468/dl.shq7mx
title: Occurrence Download

description: A dataset containing 1608284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anser albifrons",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 1608284 records from 627 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069064-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jns8dc8yc8
title: Trait Profiler Jungian Preference Scale (TP-JPS) Dataset

description: The Trait Profiler Jungian Preference Scale (TP-JPS) dataset comprises responses collected from 105 adult participants using a 64-item self-report instrument designed to assess personality preferences based on Jungian typology. The TP-JPS evaluates individual differences across four bipolar dimensions: Extraversion–Introversion (E–I), Sensing–Intuition (S–N), Thinking–Feeling (T–F), and Judging–Perceiving (J–P). Each dimension reflects a fundamental orientation in cognition, perception, judgment, and interaction with the external world, allowing researchers to explore both categorical personality types and dimensional preference strengths.

The dataset contains detailed item-level responses on a 1–5 Likert scale (1 = Strongly Disagree, 5 = Strongly Agree), representing participants’ degree of agreement with behaviorally anchored statements corresponding to each pole of the four bipolar dimensions. Each dimension includes 16 items, balanced between positive and reverse-keyed items to minimize response biases such as acquiescence or socially desirable responding. This design ensures that responses reflect authentic behavioral tendencies and cognitive preferences rather than superficial self-evaluation.

In addition to raw item responses, the dataset provides calculated raw scores for each dimension pole (e.g., E_Score, I_Score), paired-dimension percentages (e.g., E_Percent, I_Percent), and categorical type classifications (Type_Code) based on dominant poles. The paired-dimension scoring approach emphasizes the competitive nature of opposing preferences, aligning with Jungian theoretical assumptions that preference for one pole implies relative de-emphasis of the other. Preference percentages allow for nuanced interpretation, capturing the strength and clarity of each individual’s orientation along a continuum, rather than reducing personality to rigid dichotomous categories. This enables the identification of strong, moderate, or balanced profiles, reflecting situational flexibility and adaptive behavioral tendencies.

Demographic variables included in the dataset provide additional context for interpretation. Participants’ age, gender, highest education level, country of residence, occupation, self-reported familiarity with personality assessments, and consent status are recorded to facilitate descriptive analyses, subgroup comparisons, and exploratory correlations. These variables support investigation of potential patterns in personality preferences across different demographic groups, enhancing the dataset’s applicability for research in educational, organizational, and psychological contexts.

The TP-JPS dataset is intended for research, educational, and psychometric validation purposes. Researchers can use it to examine internal consistency, evaluate item discrimination, explore score distributions, and investigate relationships between personality preferences and demographic factors.
DOI: 10.57903/uj/idri9p
title: New low-cost and compact experimental system for characterization of porous materials by quasi-equilibrated thermodesorption of nonane or water - replication data

description: A collection of experimental data:
Profiles of quasi-equilibrated temperature-programmed desorption and adsorption of nonane for high silica zeolites Y and ZSM-5, and mesoporous silicas SBA-15. Low temperature isotherms of nitrogen sorption for mesoporous silicas SBA-15. Isotherms of water sorption, profiles of quasi-equilibrated temperature-programmed desorption and adsorption of water, and powder X-ray diffraction patterns for metal organic frameworks Al-fum and MIL-88A(Fe).