cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xv25yjbzkm.1
title: Diabetes Risk Prediction Dataset: Demographics, Lifestyle, and Clinical Indicators

description: 📄 Dataset Description

This dataset contains demographic, lifestyle, and clinical health indicators collected for the purpose of predicting diabetes risk using machine learning techniques. The data integrates both behavioral and physiological variables to provide a comprehensive view of factors influencing diabetes onset.

📄Content

1. Demographics: Gender, Age
2. Lifestyle Factors: Physical Activity, Smoking Status, Alcohol Intake, Family History, Hypertension
3. Clinical Measurements: Glucose, Blood Pressure, Skin Thickness, Insulin, BMI, Cholesterol, Diabetes Pedigree Function
4. Target Variable: Outcome (Diabetic / Non-diabetic)

📄Objective

The primary goal of this dataset is to support the development and evaluation of classification models that can predict whether an individual is diabetic or non-diabetic based on measurable risk factors.

📄Potential Use Cases

1. Building and testing machine learning models for diabetes prediction.
2. Exploring correlations between lifestyle choices and diabetes prevalence.
3. Conducting data analysis in healthcare research and medical decision support systems.
4. Developing early risk assessment tools for clinical practice.

📄Format

File type: CSV
Rows: Each row represents an individual record.
Columns: Attributes include demographic, lifestyle, clinical features, and diabetes outcome.

📄Notes

All values are anonymized.

The dataset is intended for educational, research, and analytical purposes only.

Users should validate models against external datasets before applying in clinical settings.
DOI: 10.15468/dl.4kn268
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvia dohrni",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028195-250920141307145/datasets/export for details.
DOI: 10.17632/v3ng288shk
title: The Dark Side of Artificial Intelligence Adoption: Evidence from Corporate Misconduct

description: If you use the data and/or the code please cite the following papers:
Attig, N. & Hossain, A. T. (2025). The Dark Side of Artificial Intelligence Adoption: Evidence from Corporate Misconduct.

We provide both the DO and DTA files.
DOI: 10.17632/v3ng288shk.1
title: The Dark Side of Artificial Intelligence Adoption: Evidence from Corporate Misconduct

description: If you use the data and/or the code please cite the following papers:
Attig, N. & Hossain, A. T. (2025). The Dark Side of Artificial Intelligence Adoption: Evidence from Corporate Misconduct.

We provide both the DO and DTA files.
DOI: 10.17632/56pmntbndp
title: Time-Restricted Eating in Huntington's Disease: A Clinical Pilot Study (TREHD)

description: This trial examines whether 12 weeks of time-restricted eating (TRE), otherwise known as intermittent fasting, appears safe and feasible in persons with early-stage Huntington's disease (HD). The study also explores the effects of TRE on biomarkers and clinical measures associated with HD progression.
ClinicalTrials.gov ID: NCT06490367
DOI: 10.17632/56pmntbndp.1
title: Time-Restricted Eating in Huntington's Disease: A Clinical Pilot Study (TREHD)

description: This trial examines whether 12 weeks of time-restricted eating (TRE), otherwise known as intermittent fasting, appears safe and feasible in persons with early-stage Huntington's disease (HD). The study also explores the effects of TRE on biomarkers and clinical measures associated with HD progression.
ClinicalTrials.gov ID: NCT06490367
DOI: 10.17632/wz6zz4ntxw
title: Computed Boric Acid Uptake for Zeolites - 5345 points and associated RASPA input files

description: This work focuses on the screening of cationic zeolites for the adsorption of boric acid. The classical force field models used for these predictions were fit as part of this project. Because of the lack of experimental data available for boric acid adsorption from solution, force fields were fit to reproduce energies from quantum mechanical calculations for boric acid in Na-, Ca-, Mn-, and Fe-exchanged zeolites. These force fields were used to predict the adsorption of boric acid from aqueous solution using continuous fraction component Monte Carlo simulations for concentrations that are typical at coal combustion residual impoundment sites. The input files for the sorption calculations are included.
DOI: 10.17632/wz6zz4ntxw.2
title: Computed Boric Acid Uptake for Zeolites - 5345 points and associated RASPA input files

description: This work focuses on the screening of cationic zeolites for the adsorption of boric acid. The classical force field models used for these predictions were fit as part of this project. Because of the lack of experimental data available for boric acid adsorption from solution, force fields were fit to reproduce energies from quantum mechanical calculations for boric acid in Na-, Ca-, Mn-, and Fe-exchanged zeolites. These force fields were used to predict the adsorption of boric acid from aqueous solution using continuous fraction component Monte Carlo simulations for concentrations that are typical at coal combustion residual impoundment sites. The input files for the sorption calculations are included.
DOI: 10.15468/dl.u5fay3
title: Occurrence Download

description: A dataset containing 7753 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Aquilegia coerulea)"
 ]
}

 The dataset includes 7753 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028197-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ehcyp
title: Occurrence Download

description: A dataset containing 1736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1736 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028198-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn3n79
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 24 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028199-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7r7mf
title: Occurrence Download

description: A dataset containing 4478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4478 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028200-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/yh7vj6hysf
title: On The Effects of Mg on Microstructure, Tensile and Fatigue Properties of Al2Ca-added A356 Aluminum Alloy

description: 3D model of the casting used in this study in *STP format
DOI: 10.17632/yh7vj6hysf.1
title: On The Effects of Mg on Microstructure, Tensile and Fatigue Properties of Al2Ca-added A356 Aluminum Alloy

description: 3D model of the casting used in this study in *STP format
DOI: 10.15468/dl.ep2jh8
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryopteris paleolata",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 383 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028201-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bgybkjtpn9.1
title: Robot Guidance Controller Dataset

description: Recordings from (1) therapist–patient shoulder-flexion sessions and (2) a UR5-robot user study with 12 participants. Includes motion capture, wrist-force sensing, IMUs, and EMG time series data; four guidance conditions (reference, verbal-only, physical-only, combined); derived reference trajectories from therapist demos; controller/log time series (errors, forces, utterances); and outcome metrics (position/velocity error, smoothness, completion time). See https://robot-guidance-controller.github.io for more information.
DOI: 10.17632/5njg46dfj4
title: Data-Driven Chemical Domain for Polypharmacology Agents: Focus on Alzheimer’s Disease

description: Exploratory data domains for Alzheimer's Disease (AD) analysis are inherently complex due to the disease's polyetiological and polypathogenic nature. Addressing this complexity requires a multidisciplinary approach to data exploration. Effective drug discovery and repositioning strategies must account for the diversity of ligand–receptor interactions, aiming to expand the scope of the exploratory domain and identify therapeutic solutions targeting the most prevalent pathological features of AD. Considering the multifactorial characteristics of the disease, we propose a data retrieval and extraction strategy that integrates heterogeneous and relevant information from multiple bioinformatic databases, focusing on the key targets Acetylcholinesterase (AChE), Butyrylcholinesterase (BChE), and Beta-secretase 1 (BACE1). This strategy generates datasets that capture diverse facets of the disease's complexity, enabling comprehensive domain representations. To address the inherent challenges in the investigative process, we leveraged ChEMBL, ZINC, and the Protein Data Bank (PDB), producing an extensive and well-curated dataset that facilitates the analysis of causal relationships and reduces the complexity of AD-related research.
DOI: 10.17632/5njg46dfj4.2
title: Data-Driven Chemical Domain for Polypharmacology Agents: Focus on Alzheimer’s Disease

description: Exploratory data domains for Alzheimer's Disease (AD) analysis are inherently complex due to the disease's polyetiological and polypathogenic nature. Addressing this complexity requires a multidisciplinary approach to data exploration. Effective drug discovery and repositioning strategies must account for the diversity of ligand–receptor interactions, aiming to expand the scope of the exploratory domain and identify therapeutic solutions targeting the most prevalent pathological features of AD. Considering the multifactorial characteristics of the disease, we propose a data retrieval and extraction strategy that integrates heterogeneous and relevant information from multiple bioinformatic databases, focusing on the key targets Acetylcholinesterase (AChE), Butyrylcholinesterase (BChE), and Beta-secretase 1 (BACE1). This strategy generates datasets that capture diverse facets of the disease's complexity, enabling comprehensive domain representations. To address the inherent challenges in the investigative process, we leveraged ChEMBL, ZINC, and the Protein Data Bank (PDB), producing an extensive and well-curated dataset that facilitates the analysis of causal relationships and reduces the complexity of AD-related research.
DOI: 10.17632/4hzjmn6t6v
title: Supplement to Patterns of Disease-Specific Death from Cutaneous Squamous Cell Carcinoma: A Multicenter Retrospective Cohort

description: Table S1. Patient and tumor characteristics
DOI: 10.17632/4hzjmn6t6v.1
title: Supplement to Patterns of Disease-Specific Death from Cutaneous Squamous Cell Carcinoma: A Multicenter Retrospective Cohort

description: Table S1. Patient and tumor characteristics
DOI: 10.5281/zenodo.17222060
title: ilmu negara
title: ilmu negara
title: ilmu negara
DOI: 10.5281/zenodo.17222059
title: ilmu negara
title: ilmu negara
title: ilmu negara
DOI: 10.15468/dl.8nk42b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Aquilegia discolor)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028202-250920141307145/datasets/export for details.
DOI: 10.15468/dl.8tbb2t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvia galinieri",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028203-250920141307145/datasets/export for details.
DOI: 10.5281/zenodo.17222155
title: Ilmu negara
DOI: 10.5281/zenodo.17222156
title: Ilmu negara
DOI: 10.15468/dl.9nabj4
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chenopodium ficifolium",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 151 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028204-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ffkfw
title: Occurrence Download

description: A dataset containing 930 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dryopteris varia",
 "Geometry POLYGON((119.300000 20.500000, 122.100000 20.500000, 122.100000 25.400000, 119.300000 25.400000, 119.300000 20.500000))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 930 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028205-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c865b6
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-482.90339 49.31128,-482.87625 49.31128,-482.87625 49.32966,-482.90339 49.32966,-482.90339 49.31128))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia",
 "Year 2020-2025"
 ]
}

 The dataset includes 235 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028206-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/77ybyrn6hg
title: Students’ Knowledge, Attitudes, and Practices Regarding Climate Change and Biodiversity in the Democratic Republic of Congo

description: This dataset, compiled by Salifu et al. (2025), contains responses from 607 students on their knowledge, attitudes, and practices regarding the impact of climate change on biodiversity. The students were interviewed at the University of Lubumbashi, Democratic Republic of Congo. Data were analyzed using descriptive statistics and multivariate logistic regression. The results are presented in a submitted manuscript for publication, “Climate Change Awareness and Its Impacts on Biodiversity: Insights from Students at the University of Lubumbashi, Democratic Republic of Congo.” Overall, findings indicate that although awareness among students is increasing, it does not consistently translate into meaningful pro-environmental action. We also attach the questionnaire used to collect the survey data.
DOI: 10.17632/77ybyrn6hg.1
title: Students’ Knowledge, Attitudes, and Practices Regarding Climate Change and Biodiversity in the Democratic Republic of Congo

description: This dataset, compiled by Salifu et al. (2025), contains responses from 607 students on their knowledge, attitudes, and practices regarding the impact of climate change on biodiversity. The students were interviewed at the University of Lubumbashi, Democratic Republic of Congo. Data were analyzed using descriptive statistics and multivariate logistic regression. The results are presented in a submitted manuscript for publication, “Climate Change Awareness and Its Impacts on Biodiversity: Insights from Students at the University of Lubumbashi, Democratic Republic of Congo.” Overall, findings indicate that although awareness among students is increasing, it does not consistently translate into meaningful pro-environmental action. We also attach the questionnaire used to collect the survey data.
DOI: 10.17632/mkb3fs7hyv
title: Non-monotonic Ice-core Thawing in Water Pool

description: This study demonstrates a non-monotonic dependence between pool temperature and thawing time for the ice-core thawing problem. Numerical simulations reveal that this anomaly arises from competing convective mechanisms driven by the density-temperature singularity at ~4°C of water. The sides come from the singularity chaotic flow induced by boundary-core thermal gradients, and the normal natural convection stabilized by buoyancy from the density extremum near the core. Pool size modulates the competition between chaotic flow and natural convection by the Rayleigh numbers, which govern both the extreme points in thawing time and the range of the non-monotonic effect, enabling precise control over thawing kinetics. A scalable energy-based lumped-parameter theoretical model, incorporating a Rayleigh-dependent effective thermal conductivity, is proposed to capture the non-monotonic trend qualitatively. The insights elucidate the role of non-Oberbeck-Boussinesq effect in ice-core thawing dynamics and advance the design of controlled-thawing technologies for applications such as cryopreservation and organ resuscitation.
DOI: 10.17632/mkb3fs7hyv.1
title: Non-monotonic Ice-core Thawing in Water Pool

description: This study demonstrates a non-monotonic dependence between pool temperature and thawing time for the ice-core thawing problem. Numerical simulations reveal that this anomaly arises from competing convective mechanisms driven by the density-temperature singularity at ~4°C of water. The sides come from the singularity chaotic flow induced by boundary-core thermal gradients, and the normal natural convection stabilized by buoyancy from the density extremum near the core. Pool size modulates the competition between chaotic flow and natural convection by the Rayleigh numbers, which govern both the extreme points in thawing time and the range of the non-monotonic effect, enabling precise control over thawing kinetics. A scalable energy-based lumped-parameter theoretical model, incorporating a Rayleigh-dependent effective thermal conductivity, is proposed to capture the non-monotonic trend qualitatively. The insights elucidate the role of non-Oberbeck-Boussinesq effect in ice-core thawing dynamics and advance the design of controlled-thawing technologies for applications such as cryopreservation and organ resuscitation.
DOI: 10.17632/vhfz6ftzxd
title: Association of antibiotics use with severe cutaneous adverse reactions in cancer immunotherapy patients: A real-world study of the FDA adverse event reporting system

description: Abolished: This repository contains supplementary materials for the paper titled "Association of antibiotics use with severe cutaneous adverse reactions in cancer immunotherapy patients: A real-world study of the FDA adverse event reporting system".
DOI: 10.17632/vhfz6ftzxd.4
title: Association of antibiotics use with severe cutaneous adverse reactions in cancer immunotherapy patients: A real-world study of the FDA adverse event reporting system

description: Abolished: This repository contains supplementary materials for the paper titled "Association of antibiotics use with severe cutaneous adverse reactions in cancer immunotherapy patients: A real-world study of the FDA adverse event reporting system".
DOI: 10.17632/ncf5nkhstp
title: Research date -Yu

description: Personal raw data, R language code
DOI: 10.17632/ncf5nkhstp.1
title: Research date -Yu

description: Personal raw data, R language code
DOI: 10.7910/dvn/4b23dh
title: Replication Data for: Impact of Historical Experiences of Defeat on Public Policy Effectiveness: Evidence from Japan’s Largest Civil War

description: Replication Data for: Impact of Historical Experiences of Defeat on Public Policy Effectiveness: Evidence from Japan’s Largest Civil War
DOI: 10.17632/kcy2btkf3p
title: Non-targeted metabolomics data of tea plants under different light conditions

description: Non-targeted metabolomics data of tea plants under different light conditions
DOI: 10.17632/kcy2btkf3p.1
title: Non-targeted metabolomics data of tea plants under different light conditions

description: Non-targeted metabolomics data of tea plants under different light conditions
DOI: 10.15468/dl.kg69ds
title: Occurrence Download

description: A dataset containing 850 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Aquilegia flabellata)"
 ]
}

 The dataset includes 850 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028207-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vqbws
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sylvia nigricapilla",
 "Country is one of (Brunei Darussalam, Indonesia, Philippines, Timor-Leste, Singapore)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028208-250920141307145/datasets/export for details.
DOI: 10.17632/wb6c52m7zb
title: Revealing synaptic nanostructure distribution through automatic dendritic spine segmentation and single-molecule localization microscopy

description: Analyzed data and codes repository for "Revealing synaptic nanostructure distribution through automatic dendritic spine segmentation and single-molecule localization microscopy".
DOI: 10.17632/wb6c52m7zb.2
title: Revealing synaptic nanostructure distribution through automatic dendritic spine segmentation and single-molecule localization microscopy

description: Analyzed data and codes repository for "Revealing synaptic nanostructure distribution through automatic dendritic spine segmentation and single-molecule localization microscopy".