cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/85chwdbhz9
title: Household Food Resilience

description: Household food resilience refers to the ability of a household to ensure the availability of sufficient, safe, and nutritious food on an ongoing basis, especially in the face of shocks and stresses such as economic crises, climate change, natural disasters, or pandemics. Unlike food security, which emphasizes the availability and access to food at a given point in time, food resilience highlights the long-term ability to adapt and recover from disruptions that threaten access to food. The urgency of strengthening household food resilience is heightened by increasing global uncertainty, and this condition disproportionately affects vulnerable groups. This bibliometric review aims to map the structure of permaculture research from 2001-2025, highlighting the current research trends and future directions in this fields. The review uses bibliographic coupling and co-word analysis on 363 documents retrieved from the Scopus database.
DOI: 10.17632/85chwdbhz9.1
title: Household Food Resilience

description: Household food resilience refers to the ability of a household to ensure the availability of sufficient, safe, and nutritious food on an ongoing basis, especially in the face of shocks and stresses such as economic crises, climate change, natural disasters, or pandemics. Unlike food security, which emphasizes the availability and access to food at a given point in time, food resilience highlights the long-term ability to adapt and recover from disruptions that threaten access to food. The urgency of strengthening household food resilience is heightened by increasing global uncertainty, and this condition disproportionately affects vulnerable groups. This bibliometric review aims to map the structure of permaculture research from 2001-2025, highlighting the current research trends and future directions in this fields. The review uses bibliographic coupling and co-word analysis on 363 documents retrieved from the Scopus database.
DOI: 10.17632/psjwp5wtrg
title: Stable isotope data of global precipitation

description: This is a global d-excess dataset of precipitation at different time scales, with some sites spanning up to 66 years (1955-2021) and containing 98,424 d-excess records of precipitation.
DOI: 10.17632/psjwp5wtrg.1
title: Stable isotope data of global precipitation

description: This is a global d-excess dataset of precipitation at different time scales, with some sites spanning up to 66 years (1955-2021) and containing 98,424 d-excess records of precipitation.
DOI: 10.17632/nnghsn4hgm
title: Supplementary materials Goto, et. al

description: Supplementary materials by Goto et.al
DOI: 10.17632/nnghsn4hgm.1
title: Supplementary materials Goto, et. al

description: Supplementary materials by Goto et.al
DOI: 10.17632/br2cfpcwn9
title: Mapping the Landscape of Permaculture Research (2001–2025): A Bibliographic Coupling and Co-Word Analysis Approach

description: Permaculture is a lifestyle approach that imitates natural ecosystems and is based on universal principles. Its implementation varies according to personal, community, economic, social, and political changes, that it ultimately fosters a cultural revolution of caring for the earth, caring for people, and fair sharing behavior that includes responsible production and consumption. This bibliometric review aims to map the structure of permaculture research from 2001-2025, highlighting the current research trends and future directions in this fields. The review uses bibliographic coupling and co-word analysis on 642 documents retrieved from the Scopus database.
DOI: 10.17632/br2cfpcwn9.1
title: Mapping the Landscape of Permaculture Research (2001–2025): A Bibliographic Coupling and Co-Word Analysis Approach

description: Permaculture is a lifestyle approach that imitates natural ecosystems and is based on universal principles. Its implementation varies according to personal, community, economic, social, and political changes, that it ultimately fosters a cultural revolution of caring for the earth, caring for people, and fair sharing behavior that includes responsible production and consumption. This bibliometric review aims to map the structure of permaculture research from 2001-2025, highlighting the current research trends and future directions in this fields. The review uses bibliographic coupling and co-word analysis on 642 documents retrieved from the Scopus database.
DOI: 10.17632/cbyx3dkfk6.1
title: 2023 ANZIC IODP Legacy Analytical Funding (AILAF) — AILAF2316 — Organic matter inputs, depositional environment, and thermal maturity of Paleogene sedimentary rocks in the deep-water South China Sea

description: The database contains raw data from Agilent and Shimadzu system, collected from IODP samples From the South China Sea. This data is stored in a publicly accessible repository and can be used by other IODP researchers for further analysis.
DOI: 10.17632/fggdxb668v
title: Isokinetic strength throughout chemotherapy treatment in cancer patients

description: Evaluation of isokinetic muscle strength throughout chemotherapy treatment in cancer patients.
DOI: 10.17632/fggdxb668v.1
title: Isokinetic strength throughout chemotherapy treatment in cancer patients

description: Evaluation of isokinetic muscle strength throughout chemotherapy treatment in cancer patients.
DOI: 10.17632/25p7yg9c6y
title: MathAnxFactorsBD

description: This CSV dataset comprises responses from 340 Bangladeshi students at the secondary and higher secondary education levels, aimed at exploring the psychological, cognitive, and environmental factors influencing Mathematics Anxiety (MA). Data were gathered using a structured questionnaire via both online and face-to-face methods to ensure broad inclusion across urban (68.2%), suburban (15.3%), and rural (14.7%) regions.

Participants predominantly fell within the 20–21 age range, with 38.2% aged 20 and 27.4% aged 21, and the gender distribution was fairly balanced (53.8% female, 46.2% male). A significant portion of respondents (61.5%) reported having at least one parent with university-level education, while 32.9% had parents with secondary-level education.

The dataset captures 10 psychometric constructs related to math anxiety through a 5-point Likert-scale, with each construct measured via 4 to 6 items. These constructs include:
1. Mathematics Anxiety
2. Low Self-Efficacy
3. Attitude Toward Mathematics
4. Lack of Perceived Teacher Support
5. Poor Classroom Environment
6. Negative Parental Influence
7. Negative Past Experiences
8. Cognitive Challenges
9. Lack of Motivation
10. Test Anxiety

Key findings include:

27.1% reported feeling nervous when solving math problems.
33.8% lacked confidence in their ability to learn math.
42.9% did not feel satisfaction when solving math problems.
37.6% perceived insufficient encouragement from their math teacher.
39.4% rated their classroom environment as unconducive to math learning.
40% felt pressure from parents to excel in mathematics.
34.7% experienced anxiety before math tests.

This dataset provides valuable insights into the multifactorial nature of mathematics anxiety and serves as a resource for further educational, psychological, and policy-level research in the Bangladeshi context.
DOI: 10.17632/25p7yg9c6y.1
title: MathAnxFactorsBD

description: This CSV dataset comprises responses from 340 Bangladeshi students at the secondary and higher secondary education levels, aimed at exploring the psychological, cognitive, and environmental factors influencing Mathematics Anxiety (MA). Data were gathered using a structured questionnaire via both online and face-to-face methods to ensure broad inclusion across urban (68.2%), suburban (15.3%), and rural (14.7%) regions.

Participants predominantly fell within the 20–21 age range, with 38.2% aged 20 and 27.4% aged 21, and the gender distribution was fairly balanced (53.8% female, 46.2% male). A significant portion of respondents (61.5%) reported having at least one parent with university-level education, while 32.9% had parents with secondary-level education.

The dataset captures 10 psychometric constructs related to math anxiety through a 5-point Likert-scale, with each construct measured via 4 to 6 items. These constructs include:
1. Mathematics Anxiety
2. Low Self-Efficacy
3. Attitude Toward Mathematics
4. Lack of Perceived Teacher Support
5. Poor Classroom Environment
6. Negative Parental Influence
7. Negative Past Experiences
8. Cognitive Challenges
9. Lack of Motivation
10. Test Anxiety

Key findings include:

27.1% reported feeling nervous when solving math problems.
33.8% lacked confidence in their ability to learn math.
42.9% did not feel satisfaction when solving math problems.
37.6% perceived insufficient encouragement from their math teacher.
39.4% rated their classroom environment as unconducive to math learning.
40% felt pressure from parents to excel in mathematics.
34.7% experienced anxiety before math tests.

This dataset provides valuable insights into the multifactorial nature of mathematics anxiety and serves as a resource for further educational, psychological, and policy-level research in the Bangladeshi context.
DOI: 10.17632/3ysxz9ywjn.1
title: Built Area Ratio (BAR) for 211 Cities in France at 100m Resolution

description: This dataset supports a systematic comparative analysis of global building footprint datasets for urban applications. The central research hypothesis is that despite increasing availability of open-access building footprint data, significant variation exists in spatial coverage and accuracy across products, particularly when analyzed at fine spatial resolutions relevant to environmental modeling and urban planning. Specifically, the study evaluates how three widely used global building datasets, JRC Digital Building Stock Model (DBSM), Microsoft Bing Global Building Footprints, and EUBUCCO compare against France’s authoritative BD TOPO dataset in terms of built-up area representation.
To operationalize this comparison, Built Area Ratio (BAR)—defined as the total building footprint area divided by the total land area of each grid cell—was calculated for each dataset within a uniform 100 × 100 m grid covering 211 Cities mainland France. This resolution was chosen as it balances spatial granularity with computational efficiency and is commonly used in impervious surface estimation and urban density modeling. The dataset includes derived BAR values for each Grid cell within these cities.
DOI: 10.17632/54k77c8r9d
title: Comparing employee appreciation in Germany and the U.S.

description: Surveys on appreciation were conducted in Germany and the U.S. The dataset includes the raw data, a codebook, and the survey — all available in both English and German.
DOI: 10.17632/54k77c8r9d.1
title: Comparing employee appreciation in Germany and the U.S.

description: Surveys on appreciation were conducted in Germany and the U.S. The dataset includes the raw data, a codebook, and the survey — all available in both English and German.
DOI: 10.17632/xf95r2xrxk
title: simulated data
DOI: 10.17632/xf95r2xrxk.1
title: simulated data
DOI: 10.17632/vdr3hc2zsr.1
title: Data for: Experimental and theoretical investigation of antimony isotope fractionation during Sb(III) adsorption on iron (oxyhydr)oxides under anaerobic environment

description: Raw data for figures in the manuscript as "Experimental and theoretical investigation of antimony isotope fractionation during Sb(III) adsorption on iron (oxyhydr)oxides under anaerobic environment"
DOI: 10.17632/bwcwj3xmrw
title: Replication Package for “Extreme spillovers and connectedness between Africa’s emerging equity markets and financial assets: Has there been a change over time?”

description: This dataset contains all data and code necessary to replicate the empirical analysis presented in the study “Extreme spillovers and connectedness between Africa’s emerging equity markets and financial assets: Has there been a change over time?” 

The package includes:
• Raw dataset, generated market returns and volatilities. 
• R scripts for descriptive statistics, spillovers and connectedness, TCI and network plots, 
• Output tables and figures

This replication package is intended to ensure full transparency and reproducibility. All files are provided under a CC BY 4.0 license.
DOI: 10.17632/2cwkhfn927
title: Dataset for Identifying Patient Safety Segments Among Internship Doctors in Indonesia: A Mixed-Methods Study

description: This dataset supports the study titled "Beyond One-Size-Fits-All: Identifying Patient Safety Segments Among Internship Doctors Through Mixed-Methods Approach". The quantitative data were collected from 202 internship doctors assigned to 38 public and private hospitals across five major cities in West Java, Indonesia, during March 2025. The dataset includes responses to validated survey instruments measuring leadership support, psychological safety, safety knowledge, teamwork, error reporting intention, information exchange, physician self-leadership, and perceived patient safety. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) and Prediction-Oriented Segmentation (PLS-POS) to identify distinct behavioral profiles. The dataset is intended for researchers interested in health workforce behavior, patient safety culture, and hospital-based segmentation analysis.
DOI: 10.17632/bwcwj3xmrw.1
title: Replication Package for “Extreme spillovers and connectedness between Africa’s emerging equity markets and financial assets: Has there been a change over time?”

description: This dataset contains all data and code necessary to replicate the empirical analysis presented in the study “Extreme spillovers and connectedness between Africa’s emerging equity markets and financial assets: Has there been a change over time?” 

The package includes:
• Raw dataset, generated market returns and volatilities. 
• R scripts for descriptive statistics, spillovers and connectedness, TCI and network plots, 
• Output tables and figures

This replication package is intended to ensure full transparency and reproducibility. All files are provided under a CC BY 4.0 license.
DOI: 10.17632/2cwkhfn927.1
title: Dataset for Identifying Patient Safety Segments Among Internship Doctors in Indonesia: A Mixed-Methods Study

description: This dataset supports the study titled "Beyond One-Size-Fits-All: Identifying Patient Safety Segments Among Internship Doctors Through Mixed-Methods Approach". The quantitative data were collected from 202 internship doctors assigned to 38 public and private hospitals across five major cities in West Java, Indonesia, during March 2025. The dataset includes responses to validated survey instruments measuring leadership support, psychological safety, safety knowledge, teamwork, error reporting intention, information exchange, physician self-leadership, and perceived patient safety. The data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM) and Prediction-Oriented Segmentation (PLS-POS) to identify distinct behavioral profiles. The dataset is intended for researchers interested in health workforce behavior, patient safety culture, and hospital-based segmentation analysis.
DOI: 10.17632/4f7dcv52wx
title: Scalp Psoriasis Shares Immunological Similarities with Psoriasis Vulgaris

description: The raw data supporting the conclusions of this article
DOI: 10.17632/4f7dcv52wx.2
title: Scalp Psoriasis Shares Immunological Similarities with Psoriasis Vulgaris

description: The raw data supporting the conclusions of this article
DOI: 10.17632/chcb6ybmdx.2
title: Supplemental Files for "The incidence of keratinocyte carcinomas accelerates before the end of life""

description: This study investigated whether increases in keratinocyte carcinomas (KC) could serve as a marker of impending death. Using a large international patient database, patients with a history of KC who died in 2023 were compared to matched survivors, revealing that squamous cell carcinoma (SCC) diagnoses progressively increased before death while basal cell carcinoma diagnoses showed an initial rise followed by a decline. These patterns, along with a decrease in benign skin neoplasm diagnoses, suggest that both biological changes in aging skin and altered healthcare-seeking behavior may underlie these observations. Rising KC incidence, especially SCC, in the absence of known risk factors could help identify high-risk patients nearing the end of life.
DOI: 10.17632/2p37zr8sgv
title: Survey on fake news risk perceptions, personal capabilities, and information sharing

description: This data serves for the research title "Information sharing intention or sharing avoidance? Impacts of fake news risk perceptions and personal capabilities under the lens of the situational awareness theory". The data is anonymous and follows all ethical regulation. Do not use this data for any commercial purpose.
DOI: 10.17632/2p37zr8sgv.1
title: Survey on fake news risk perceptions, personal capabilities, and information sharing

description: This data serves for the research title "Information sharing intention or sharing avoidance? Impacts of fake news risk perceptions and personal capabilities under the lens of the situational awareness theory". The data is anonymous and follows all ethical regulation. Do not use this data for any commercial purpose.
DOI: 10.17632/wj88wm72pk
title: Raw .fcs files for "Identification of immunogenic and cross-reactive chikungunya virus epitopes for CD4+ T cells in chronic chikungunya disease" Agarwal et al. (Figure 4)

description: These are raw .fcs files for flow cytometry performed to assess CHIKV-specific responses in activation-induced marker (AIM) in PBMCs from CHIKV-infected donors (n = 19) tested against newly designed CHIKV epitope megapool (CHIKV S, CHIKV NS, CHIKV S+NS). This data pertains to Figure 4 in the manuscript "Identification of immunogenic and cross-reactive chikungunya virus epitopes for CD4+ T cells in chronic chikungunya disease" Agarwal et al.
DOI: 10.17632/wj88wm72pk.1
title: Raw .fcs files for "Identification of immunogenic and cross-reactive chikungunya virus epitopes for CD4+ T cells in chronic chikungunya disease" Agarwal et al. (Figure 4)

description: These are raw .fcs files for flow cytometry performed to assess CHIKV-specific responses in activation-induced marker (AIM) in PBMCs from CHIKV-infected donors (n = 19) tested against newly designed CHIKV epitope megapool (CHIKV S, CHIKV NS, CHIKV S+NS). This data pertains to Figure 4 in the manuscript "Identification of immunogenic and cross-reactive chikungunya virus epitopes for CD4+ T cells in chronic chikungunya disease" Agarwal et al.
DOI: 10.17632/6gj7gsdg9g
title: Raw .fcs files for "Identification of immunogenic and cross-reactive chikungunya virus epitopes for CD4+ T cells in chronic chikungunya disease" Agarwal et al. (Figure 1)

description: These are raw .fcs files for flow cytometry performed to assess CHIKV-specific responses in activation-induced marker and intracellular staining (AIM/ICS) in PBMCs from CHIKV-infected donors (n = 19) tested against CHIKV peptide megapools (nsP1, nsP2_1, nsP2_2, nsP3, nsP4, CP, E1, E2, E3, 6K). This data pertains to Figure 1 in the manuscript "Identification of immunogenic and cross-reactive chikungunya virus epitopes for CD4+ T cells in chronic chikungunya disease" Agarwal et al.
DOI: 10.17632/6gj7gsdg9g.1
title: Raw .fcs files for "Identification of immunogenic and cross-reactive chikungunya virus epitopes for CD4+ T cells in chronic chikungunya disease" Agarwal et al. (Figure 1)

description: These are raw .fcs files for flow cytometry performed to assess CHIKV-specific responses in activation-induced marker and intracellular staining (AIM/ICS) in PBMCs from CHIKV-infected donors (n = 19) tested against CHIKV peptide megapools (nsP1, nsP2_1, nsP2_2, nsP3, nsP4, CP, E1, E2, E3, 6K). This data pertains to Figure 1 in the manuscript "Identification of immunogenic and cross-reactive chikungunya virus epitopes for CD4+ T cells in chronic chikungunya disease" Agarwal et al.
DOI: 10.17632/jx48cs6276
title: Car Dependence Spatial Metrics for Sensitivity Analysis in Lombardy (Italy)

description: This dataset integrates transport, land use, accessibility, and socio-demographic indicators to support quantitative assessment of car dependence in Lombardy (Italy). Covering over 1400 transport analysis zones and including 160 variables derived from multiple open and official sources, it enables sensitivity analysis and investigation of complex spatial and mobility patterns across diverse urban, peri-urban, and rural contexts.
DOI: 10.17632/jx48cs6276.1
title: Car Dependence Spatial Metrics for Sensitivity Analysis in Lombardy (Italy)

description: This dataset integrates transport, land use, accessibility, and socio-demographic indicators to support quantitative assessment of car dependence in Lombardy (Italy). Covering over 1400 transport analysis zones and including 160 variables derived from multiple open and official sources, it enables sensitivity analysis and investigation of complex spatial and mobility patterns across diverse urban, peri-urban, and rural contexts.
DOI: 10.17632/c239nmw6dp
title: Data in Brief: Experimental Data Supporting Solubility Model

description: MATLAB data set and code to estimate the diffusion coefficient and hydrogen uptake for cylindrical geometry for electrochemical solubility tests.
DOI: 10.17632/c239nmw6dp.2
title: Data in Brief: Experimental Data Supporting Solubility Model

description: MATLAB data set and code to estimate the diffusion coefficient and hydrogen uptake for cylindrical geometry for electrochemical solubility tests.
DOI: 10.17632/t476sj9r3y
title: Joo et al., "The mitotic ATR-Chk1 pathway promotes CDK1 activity for faithful chromosome segregation."

description: Uncropped immunofluorescence and raw western blot images that are shown in Joo et al., 2025 manuscript.
DOI: 10.17632/t476sj9r3y.1
title: Joo et al., "The mitotic ATR-Chk1 pathway promotes CDK1 activity for faithful chromosome segregation."

description: Uncropped immunofluorescence and raw western blot images that are shown in Joo et al., 2025 manuscript.
DOI: 10.17632/8p2z33ffzx
title: Consumer Durables Purchase

description: Data on Consumer Durables Purchase decisions and electricity reliability
DOI: 10.17632/8p2z33ffzx.2
title: Consumer Durables Purchase

description: Data on Consumer Durables Purchase decisions and electricity reliability