cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/n6g6mzn3k5.1
title: Cross-asset dataset covering financial and commodity markets during the Hamas–Israel conflict

description: This dataset (dataset.xlsx) contains financial time-series data for an event study analysis (ESA) of market reactions to the Hamas–Israel conflict outbreak in October 2023. It includes 87 assets across five categories: safe-haven assets, energy commodities, energy equities, the S&P 500 index, and energy-related cryptocurrencies. Abnormal returns were computed using ESA-aligned benchmarks (Dow Jones Precious Metals, CMC Crypto 200, S&P GSCI, S&P 500, MSCI ACWI). The sample spans September 29, 2022–November 6, 2023, with a 252-day estimation window and an event window of t = –5 to t = +20 around October 9, 2023. The dataset supports empirical analysis of market efficiency and asset sensitivity to geopolitical shocks.
DOI: 10.17632/x8cgxtsvsf
title: Ethan_Vargas Dataset

description: MILP model in LINGO software (LINGO version used: 21.0 x64) and MILP results with the data used in the investigation aswell.
DOI: 10.17632/x8cgxtsvsf.2
title: Ethan_Vargas Dataset

description: MILP model in LINGO software (LINGO version used: 21.0 x64) and MILP results with the data used in the investigation aswell.
DOI: 10.17632/gf5pbn39gf
title: Earthquake_dynamic_rupture_code-v4

description: Earthquake dynamic rupture simulation with off-fault plasticity and pore-pressure change.
Please cite the paper that attaches this code if you consider use it for any further research work.
The user instruction can be found inside Readme.txt; please unzip the mesh file before running the code (2.29GB).
DOI: 10.17632/gf5pbn39gf.2
title: Earthquake_dynamic_rupture_code-v4

description: Earthquake dynamic rupture simulation with off-fault plasticity and pore-pressure change.
Please cite the paper that attaches this code if you consider use it for any further research work.
The user instruction can be found inside Readme.txt; please unzip the mesh file before running the code (2.29GB).
DOI: 10.17632/kx94xzcby5
title: Mitochondrial glutamine import sustains electron transport chain integrity independent of glutaminolysis in cancer - raw data

description: Mitochondrial glutamine import sustains electron transport chain integrity independent of glutaminolysis in cancer - raw data
DOI: 10.17632/kx94xzcby5.1
title: Mitochondrial glutamine import sustains electron transport chain integrity independent of glutaminolysis in cancer - raw data

description: Mitochondrial glutamine import sustains electron transport chain integrity independent of glutaminolysis in cancer - raw data
DOI: 10.17632/6vkxh7pvpy
title: Dataset for the doctoral thesis Synthetic Indicator for Assessing the Integration of Palliative Care into the Colombian Health System

description: This dataset contains the supplementary materials, indicator matrices, and analytical outputs associated with the doctoral thesis “Synthetic Indicator for Assessing the Integration of Palliative Care into the Colombian Health System”.
It includes Delphi-based expert evaluation data, Self-Organizing Map (SOM) results, and the normalized indicators used to construct the Synthetic Index of Palliative Care Integration (SIPCI).
All data are anonymized and derived from aggregated institutional or expert sources. The repository also includes methodological appendices, supporting questionnaires, and validation outputs used for reproducibility and transparency of the SIPCI index construction.
DOI: 10.17632/6vkxh7pvpy.1
title: Dataset for the doctoral thesis Synthetic Indicator for Assessing the Integration of Palliative Care into the Colombian Health System

description: This dataset contains the supplementary materials, indicator matrices, and analytical outputs associated with the doctoral thesis “Synthetic Indicator for Assessing the Integration of Palliative Care into the Colombian Health System”.
It includes Delphi-based expert evaluation data, Self-Organizing Map (SOM) results, and the normalized indicators used to construct the Synthetic Index of Palliative Care Integration (SIPCI).
All data are anonymized and derived from aggregated institutional or expert sources. The repository also includes methodological appendices, supporting questionnaires, and validation outputs used for reproducibility and transparency of the SIPCI index construction.
DOI: 10.17632/6jshk95g84
title: Beyond the Culture Dish: How In Vitro Fertilization Differs from In Vivo

description: This manuscript is a narrative review and does not involve the generation of original datasets. All information is derived from previously published studies, which are fully cited within the article. Therefore, no new data are available for sharing.
DOI: 10.17632/6jshk95g84.1
title: Beyond the Culture Dish: How In Vitro Fertilization Differs from In Vivo

description: This manuscript is a narrative review and does not involve the generation of original datasets. All information is derived from previously published studies, which are fully cited within the article. Therefore, no new data are available for sharing.
DOI: 10.5281/zenodo.10468117
title: Single-cell RNA sequencing reveals dysregulated cellular programs in the inflamed epithelium of Crohn's disease patients.

description: Crohn’s disease (CD) is a complex inflammatory disorder of incompletely understood molecular aetiology. We generated a large single-cell RNA sequencing dataset from the terminal ileal biopsies of two independent cohorts comprising a total of 50 CD patients and 71 healthy controls. We performed transcriptomic analyses to reveal genes, cell types and mechanisms perturbed in CD, leveraging the power of the two cohorts to confirm our findings and assess replicability. In addition to mapping widespread alterations in cytokine signalling, we provide evidence of pan-epithelial upregulation of MHC class I genes and pathways in CD. Using non-negative matrix factorization we revealed intra- and inter-cellular upregulation of expression programs such as G-protein coupled receptor signalling and interferon signalling, respectively, in CD. We observed an enrichment of CD heritability among marker genes for various activated T cell types and myeloid cells, supporting a causal role for these cell-types in CD aetiology. Comparisons between our discovery and replication cohort revealed significant variation in differential gene-expression replicability across cell types. B, T and myeloid cells showed particularly poor replicability, suggesting caution should be exercised when interpreting unreplicated differential gene-expression result in these cell types. Overall, our results provide a rich resource for identifying cell-type specific biomarkers of Crohn’s disease and identifying genes, cell types and pathways that are causally and replicably associated with disease.
DOI: 10.6084/m9.figshare.30514319
title: Lactate-to-Albumin Ratio and Albumin-Corrected Anion Gap as Predictors of Outcome in Methanol Poisoning: A Retrospective Observational Study

description: Lactate-to-Albumin Ratio and Albumin-Corrected Anion Gap as Predictors of Outcome in Methanol Poisoning: A Retrospective Observational Study
DOI: 10.6084/m9.figshare.30514319.v2
title: Lactate-to-Albumin Ratio and Albumin-Corrected Anion Gap as Predictors of Outcome in Methanol Poisoning: A Retrospective Observational Study

description: Lactate-to-Albumin Ratio and Albumin-Corrected Anion Gap as Predictors of Outcome in Methanol Poisoning: A Retrospective Observational Study
DOI: 10.6084/m9.figshare.30514319.v3
title: Lactate-to-Albumin Ratio and Albumin-Corrected Anion Gap as Predictors of Outcome in Methanol Poisoning: A Retrospective Observational Study

description: Lactate-to-Albumin Ratio and Albumin-Corrected Anion Gap as Predictors of Outcome in Methanol Poisoning: A Retrospective Observational Study
DOI: 10.17632/c588cs6vps
title: FreeFEM MSR 2D Lid Driven Cavity Benchmark

description: Results of the 2D Lid Driven Cavity MSR Benchmark calculated by FreeFEM.
DOI: 10.17632/c588cs6vps.1
title: FreeFEM MSR 2D Lid Driven Cavity Benchmark

description: Results of the 2D Lid Driven Cavity MSR Benchmark calculated by FreeFEM.
DOI: 10.17632/vwjr25ckrs
title: AlphaFold3 models and EM maps

description: Deposited all the AlphaFold3 models and EM maps described in the method section of the manuscript.
DOI: 10.17632/vwjr25ckrs.1
title: AlphaFold3 models and EM maps

description: Deposited all the AlphaFold3 models and EM maps described in the method section of the manuscript.
DOI: 10.15468/dl.zjaexz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Andorra",
 "OccurrenceStatus is Present",
 "TaxonKey is Lucanus cervus"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002038-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2wppzpkz43.1
title: Mineral transformations driven by Acidimicrobium sp. A6 increase the bioavailability of crystalline Fe oxides in co-cultures with Geobacter sulfurreducens
DOI: 10.17632/5h9tmc5rn2
title: BIDR6

description: The repository contains data needed to replicate psychometric results (EGA, IRT, CFA, DIF) in the manuscript "Revisiting the Balanced Inventory of Desirable Responding: Psychometric Structure and Personality Correlates Across Heterogeneous Groups"
DOI: 10.17632/5h9tmc5rn2.2
title: BIDR6

description: The repository contains data needed to replicate psychometric results (EGA, IRT, CFA, DIF) in the manuscript "Revisiting the Balanced Inventory of Desirable Responding: Psychometric Structure and Personality Correlates Across Heterogeneous Groups"
DOI: 10.17632/mjrkh5y9f8
title: Causal effect of type 1 diabetes on juvenile idiopathic arthritis and the mediating role of CD8+ natural killer T cells

description: Supplementary data for the article entitled "Causal effect of type 1 diabetes on juvenile idiopathic arthritis and the mediating role of CD8+ natural killer T cells".
DOI: 10.17632/mjrkh5y9f8.1
title: Causal effect of type 1 diabetes on juvenile idiopathic arthritis and the mediating role of CD8+ natural killer T cells

description: Supplementary data for the article entitled "Causal effect of type 1 diabetes on juvenile idiopathic arthritis and the mediating role of CD8+ natural killer T cells".
DOI: 10.5281/zenodo.8379692
title: Single-cell RNA sequencing reveals dysregulated cellular programs in the inflamed epithelium of Crohn's disease patients.

description: Crohn’s disease (CD) is a complex inflammatory disorder of incompletely understood molecular aetiology. We generated a large single-cell RNA sequencing dataset from the terminal ileal biopsies of two independent cohorts comprising a total of 50 CD patients and 71 healthy controls. We performed transcriptomic analyses to reveal genes, cell types and mechanisms perturbed in CD, leveraging the power of the two cohorts to confirm our findings and assess replicability. In addition to mapping widespread alterations in cytokine signalling, we provide evidence of pan-epithelial upregulation of MHC class I genes and pathways in CD. Using non-negative matrix factorization we revealed intra- and inter-cellular upregulation of expression programs such as G-protein coupled receptor signalling and interferon signalling, respectively, in CD. We observed an enrichment of CD heritability among marker genes for various activated T cell types and myeloid cells, supporting a causal role for these cell-types in CD aetiology. Comparisons between our discovery and replication cohort revealed significant variation in differential gene-expression replicability across cell types. B, T and myeloid cells showed particularly poor replicability, suggesting caution should be exercised when interpreting unreplicated differential gene-expression result in these cell types. Overall, our results provide a rich resource for identifying cell-type specific biomarkers of Crohn’s disease and identifying genes, cell types and pathways that are causally and replicably associated with disease.
DOI: 10.17632/rx48h6ykd7
title: Replication: Leverage, Liquidity and Investment

description: Codes to replication the results in the paper: Leverage, Liquidity, and Investment: The Cyclical Effects of Corporate Debt
DOI: 10.17632/rx48h6ykd7.3
title: Replication: Leverage, Liquidity and Investment

description: Codes to replication the results in the paper: Leverage, Liquidity, and Investment: The Cyclical Effects of Corporate Debt
DOI: 10.17632/vhwdpr5d3b
title: Expansionary Fiscal Rules Under Sovereign Risk

description: Replication materials for "Expansionary Fiscal Rules Under Sovereign Risk" by Carlos Esquivel and Agustin Samano.
DOI: 10.17632/vhwdpr5d3b.1
title: Expansionary Fiscal Rules Under Sovereign Risk

description: Replication materials for "Expansionary Fiscal Rules Under Sovereign Risk" by Carlos Esquivel and Agustin Samano.
DOI: 10.17632/9f26y33jsx
title: Thermal Imaging Dataset for ML-Based Defect Detection in 3D Printed Polymer Composites

description: This dataset supports a study on machine learning-based defect detection in graphite-graphene polymer composite 3D prints using infrared thermography. It contains labeled thermal imaging data collected using a single Fluke RSE600 infrared camera and a Hyrel bioprinter equipped with an EMO-25 extrusion head during the additive manufacturing process. The dataset includes annotated frames capturing various defect types such as under-extrusion, over-extrusion, normal print, warping, and layer shifting.

The Fluke RSE600 camera (640x480 resolution, 60 Hz frame rate, 40 mK thermal sensitivity) was used to collect all training, testing, and validation data. The dataset is organized by print quality and defect category and includes metadata for each frame.

This dataset enables reproducible research in non-destructive testing, thermal image analysis, and machine learning applications in additive manufacturing. It is suitable for benchmarking defect detection algorithms on infrared image data from polymer composite 3D prints.
DOI: 10.17632/9f26y33jsx.2
title: Thermal Imaging Dataset for ML-Based Defect Detection in 3D Printed Polymer Composites

description: This dataset supports a study on machine learning-based defect detection in graphite-graphene polymer composite 3D prints using infrared thermography. It contains labeled thermal imaging data collected using a single Fluke RSE600 infrared camera and a Hyrel bioprinter equipped with an EMO-25 extrusion head during the additive manufacturing process. The dataset includes annotated frames capturing various defect types such as under-extrusion, over-extrusion, normal print, warping, and layer shifting.

The Fluke RSE600 camera (640x480 resolution, 60 Hz frame rate, 40 mK thermal sensitivity) was used to collect all training, testing, and validation data. The dataset is organized by print quality and defect category and includes metadata for each frame.

This dataset enables reproducible research in non-destructive testing, thermal image analysis, and machine learning applications in additive manufacturing. It is suitable for benchmarking defect detection algorithms on infrared image data from polymer composite 3D prints.
DOI: 10.17632/2v3gfn3m3c
title: Data for: Mechanisms of germanium substitution into sphalerite constrained from thermodynamic calculations: Implications for germanium enrichment in Pb–Zn deposits

description: Data package for "Mechanisms of germanium substitution into sphalerite constrained from thermodynamic calculations: Implications for germanium enrichment in Pb–Zn deposits" including four tables in the text (Tables 1-4) and nine supplementary figures (Figs. S1-9).
DOI: 10.17632/2v3gfn3m3c.1
title: Data for: Mechanisms of germanium substitution into sphalerite constrained from thermodynamic calculations: Implications for germanium enrichment in Pb–Zn deposits

description: Data package for "Mechanisms of germanium substitution into sphalerite constrained from thermodynamic calculations: Implications for germanium enrichment in Pb–Zn deposits" including four tables in the text (Tables 1-4) and nine supplementary figures (Figs. S1-9).
DOI: 10.17632/ykrfthhzgv.1
title: AI-Driven Emissions Modeling: A Blueprint for Iraq's Oil and Gas Sector

description: This repository contains the Python source code and training data used to validate the Random Forest emissions model presented in the manuscript "AI-Driven Emissions Modeling: A Blueprint for Iraq's Oil and Gas Sector".
DOI: 10.17632/bd9bk8cjg7.2
title: SpecialNeedsParents_TT_Data

description: This dataset contains qualitative data from a study of parents of children with special needs in Trinidad and Tobago. It captures their lived experiences, challenges, and the impact of caregiving on physical, mental, and emotional well-being.

Data were collected via semi-structured one-on-one interviews conducted virtually through Zoom. Participants (n=15) were recruited using purposive and snowball sampling through community organizations and advocacy groups. Inclusion criteria required active parents caring for children with special needs, including adult dependents. Interviews were audio-recorded with verbal informed consent, transcribed verbatim, and anonymized.

The dataset includes:

Raw_Data/: anonymized transcripts (.txt)

Coded_Data/: QDA Miner coding tables (.xlsx), thematic categories (.csv)

Analysis_Outputs/: theme summaries (.docx), code frequency visualizations (.png)

Documentation/: interview guide (.pdf), consent protocol (.txt), and README file

Data were analyzed using QDA Miner through thematic coding. Excerpts were coded, categorized, and synthesized into themes addressing research questions. This dataset provides comprehensive insights into parental stress, social support, and health impacts and can be reused for secondary qualitative analysis, cross-cultural studies, or methodological research.
DOI: 10.17632/xbyhy7y6kj
title: DETERMINATION OF FOOD CONSUMPTİON, NUTRITIONAL SUPPLEMENTS, AND FUNCTIONAL DIET APPROACHES IN PATIENTS UNDERGOING WARFARIN TREATMENT

description: This dataset is from a study examining the food consumption habits, frequency of vitamin K-rich and functional food intake, and dietary supplement use of patients receiving warfarin therapy. The study was conducted cross-sectionally with 130 participants, and sociodemographic information, medication adherence, frequency of food consumption, and supplement use were collected through face-to-face interviews. The dataset includes measurements of food groups and vitamin K intake, distributions by gender, and supplement use. The analyses are reported in the article.
DOI: 10.5281/zenodo.8301001
title: Single-cell RNA sequencing reveals dysregulated cellular programs in the inflamed epithelium of Crohn's disease patients.

description: Crohn’s disease (CD) is a complex inflammatory disorder of incompletely understood molecular aetiology. We generated a large single-cell RNA sequencing dataset from the terminal ileal biopsies of two independent cohorts comprising a total of 50 CD patients and 71 healthy controls. We performed transcriptomic analyses to reveal genes, cell types and mechanisms perturbed in CD, leveraging the power of the two cohorts to confirm our findings and assess replicability. In addition to mapping widespread alterations in cytokine signalling, we provide evidence of pan-epithelial upregulation of MHC class I genes and pathways in CD. Using non-negative matrix factorization we revealed intra- and inter-cellular upregulation of expression programs such as G-protein coupled receptor signalling and interferon signalling, respectively, in CD. We observed an enrichment of CD heritability among marker genes for various activated T cell types and myeloid cells, supporting a causal role for these cell-types in CD aetiology. Comparisons between our discovery and replication cohort revealed significant variation in differential gene-expression replicability across cell types. B, T and myeloid cells showed particularly poor replicability, suggesting caution should be exercised when interpreting unreplicated differential gene-expression result in these cell types. Overall, our results provide a rich resource for identifying cell-type specific biomarkers of Crohn’s disease and identifying genes, cell types and pathways that are causally and replicably associated with disease.
DOI: 10.17632/xbyhy7y6kj.1
title: DETERMINATION OF FOOD CONSUMPTİON, NUTRITIONAL SUPPLEMENTS, AND FUNCTIONAL DIET APPROACHES IN PATIENTS UNDERGOING WARFARIN TREATMENT

description: This dataset is from a study examining the food consumption habits, frequency of vitamin K-rich and functional food intake, and dietary supplement use of patients receiving warfarin therapy. The study was conducted cross-sectionally with 130 participants, and sociodemographic information, medication adherence, frequency of food consumption, and supplement use were collected through face-to-face interviews. The dataset includes measurements of food groups and vitamin K intake, distributions by gender, and supplement use. The analyses are reported in the article.
DOI: 10.17632/trpsfwxpd3
title: Link between cognitive inflexibility and treatment adherence among disorders characterised by obsessive and compulsive symptoms

description: Aims and objectives
We conducted a cross-sectional online survey, including an objective cognitive task, to assess the relationship between cognitive inflexibility and treatment adherence amongst a broad group of adults diagnosed with OCRDs and EDs. These disorders were selected as they are known to be characterised by cognitive inflexibility (Frota Lisboa Pereira de Souza et al., 2024; Grant & Chamberlain, 2023), poor treatment adherence and sub-optimal clinical outcomes. 

The study addressed the following research questions: 

(1) To what extent does cognitive inflexibility relate to adherence to psychiatric medication or psychotherapies in individuals with OCRDs and EDs when considering the influence of other aspects of neuropsychological functioning (such as executive function), including a proxy for general intellectual functioning? 
(2) Does cognitive inflexibility relate to adherence to psychiatric medication and/or psychotherapies among individuals with OCRDs and EDs, while also considering the influence of demographic or other clinical factors?
DOI: 10.15468/dl.pfyeu2
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Andorra",
 "OccurrenceStatus is Present",
 "TaxonKey is Cladonia digitata"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002040-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/trpsfwxpd3.1
title: Link between cognitive inflexibility and treatment adherence among disorders characterised by obsessive and compulsive symptoms

description: Aims and objectives
We conducted a cross-sectional online survey, including an objective cognitive task, to assess the relationship between cognitive inflexibility and treatment adherence amongst a broad group of adults diagnosed with OCRDs and EDs. These disorders were selected as they are known to be characterised by cognitive inflexibility (Frota Lisboa Pereira de Souza et al., 2024; Grant & Chamberlain, 2023), poor treatment adherence and sub-optimal clinical outcomes. 

The study addressed the following research questions: 

(1) To what extent does cognitive inflexibility relate to adherence to psychiatric medication or psychotherapies in individuals with OCRDs and EDs when considering the influence of other aspects of neuropsychological functioning (such as executive function), including a proxy for general intellectual functioning? 
(2) Does cognitive inflexibility relate to adherence to psychiatric medication and/or psychotherapies among individuals with OCRDs and EDs, while also considering the influence of demographic or other clinical factors?