cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/x7sg4kgv8s.1
title: Chicory Sesquiterpene Lactones-Trained Faeces-derived Extracellular Vesicles Alleviated Ulcerative Colitis by Modulating Gut Microbiota and Bile Acids Metabolism

description: The gut microbiota communicates with the host via extracellular vesicles (EVs), offering a promising therapeutic target for ulcerative colitis (UC). This study investigates the therapeutic potential of sesquiterpene lactones (SL) from chicory and the EVs derived from the feces of SL-treated mice (SL-trained FEVs) in a dextran sulfate sodium (DSS)-induced UC model. Oral administration of SL significantly ameliorated colitis symptoms, reduced intestinal inflammation, preserved intestinal barrier integrity by maintaining tight junction proteins, and attenuated colonic tissue damage. These protective effects were mechanistically linked to the attenuation of gut microbiota dysbiosis and the restoration of bile acid metabolism homeostasis. Notably, gavage of SL-trained FEVs recapitulated the therapeutic benefits of direct SL treatment, demonstrating the critical role of microbiota-derived EVs in mediating SL's effects. Profiling revealed that SL treatment enriched specific microRNAs (e.g., miR-26a-5p, miR-200b-3p, and miR-194-5p) within these FEVs. Both SL and SL-trained FEVs induced comparable and significant shifts in the gut microbiota composition, notably modulating the relative abundance of genera including Odoribacter, Oscillibacter, Escherichia-Shigella, g-Clostridia_UCG-014_unclassified, and phyla such as p-Actinobacteriota and p-Patescibacteria. Concomitantly, both interventions significantly altered key bile acid profiles, affecting levels of taurocholic acid (TCA), lithocholic acid (LCA), nor-deoxycholic acid (NorDCA), and taurochenodeoxycholic acid (TCDCA). In conclusion, our findings highlight SL and SL-trained FEVs as promising agents for UC treatment, acting through the coordinated modulation of the gut microbiota-bile acid axis, and propose FEVs as a novel, targeted delivery system for microbiota-based therapeutics. This dataset includes two targeted metabolomics data against intestinal contents of bile acids and one miRNA omics data against extracellular vesicles derived from the gut microbiota performed in that study.
DOI: 10.17632/nrpfrd2298
title: Data Replication for Paper: The Economics of Resilience: How Firms Overcome Perceived Policy Shocks in a Dynamic Environment

description: This is the modified version of data replication pack for paper "The Economics of Resilience: How Firms Overcome Perceived Policy Shocks in a Dynamic Environment". This replication package provides all the data, code, and instructions required to reproduce the main empirical results of the above-mentioned research paper. The package is designed to facilitate transparency and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/nrpfrd2298.1
title: Data Replication for Paper: The Economics of Resilience: How Firms Overcome Perceived Policy Shocks in a Dynamic Environment

description: This is the modified version of data replication pack for paper "The Economics of Resilience: How Firms Overcome Perceived Policy Shocks in a Dynamic Environment". This replication package provides all the data, code, and instructions required to reproduce the main empirical results of the above-mentioned research paper. The package is designed to facilitate transparency and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/j5v6m8t9kc
title: Breaking the resilience compensation trap: Policy synergies and the dynamic mechanisms of agricultural resilience in rural social–ecological systems

description: A dataset of indicators related to agricultural resilience in Nenjiang City, Heilongjiang Province.
DOI: 10.17632/j5v6m8t9kc.1
title: Breaking the resilience compensation trap: Policy synergies and the dynamic mechanisms of agricultural resilience in rural social–ecological systems

description: A dataset of indicators related to agricultural resilience in Nenjiang City, Heilongjiang Province.
DOI: 10.17632/wb98sjdm7f
title: Economic Burden

description: Global, regional, and national macroeconomic burden of female-specific cancers
DOI: 10.17632/wb98sjdm7f.1
title: Economic Burden

description: Global, regional, and national macroeconomic burden of female-specific cancers
DOI: 10.17632/rrkrtvxmvx
title: Bangladesh in Transition: A Large-Scale Dataset of 55,000+ English News Articles from Five Major National Newspapers (2024–2025)

description: This dataset comprises 55,368 English-language news articles from five major Bangladeshi newspapers (The Daily Star, Bangladesh Pratidin, Prothom Alo, The Bangladesh Today, Daily Sun) that include the political transition period of June 2024 to June 2025. Harvested with a custom Scrapy spider utilizing a hybrid extraction method (JSON-LD/HTML), the corpus tackles the shortage of South Asian English data for NLP and LLM training.
Research Motivation & Findings The collection offers empirical investigation of media narratives and linguistic alterations amid political turbulence. Analysis finds large temporal changes, with publishing peaks in November 2024 (2,044 articles) and May 2025 (2,113 articles) corresponding with major political events. Dominant themes include "Government," "Adviser," "Yunus," and "Reform."

Data Characteristics
 Volume: 55,368 articles (Avg. length: 337 words).
 Top Sources: The Daily Star (31,292) and Bangladesh Pratidin (18,375).
 Methodology: High-fidelity metadata extraction (authors, timestamps) via API/JSON-LD parsing.

Files & Usage The data is provided in two distinct states to support diverse research needs:
 Raw Data Component (Archive State)
 Files: news_articles.db (SQLite), news_articles_raw.csv, news_articles_raw.xlsx
 Content: Original 55,368 records including web artifacts and potential duplicates.
 Usage: Source verification, reproducibility studies, and duplicate detection research.

 Processed Data Component (NLP-Ready State)
 Files: news_articles_clean.csv, news_articles_clean.xlsx
 Content: 54,347 unique records (853 duplicates removed, nulls filtered).
 Usage: Optimized for Named Entity Recognition (NER), topic modeling, summarization, and sentiment analysis.
DOI: 10.17632/rrkrtvxmvx.1
title: Bangladesh in Transition: A Large-Scale Dataset of 55,000+ English News Articles from Five Major National Newspapers (2024–2025)

description: This dataset comprises 55,368 English-language news articles from five major Bangladeshi newspapers (The Daily Star, Bangladesh Pratidin, Prothom Alo, The Bangladesh Today, Daily Sun) that include the political transition period of June 2024 to June 2025. Harvested with a custom Scrapy spider utilizing a hybrid extraction method (JSON-LD/HTML), the corpus tackles the shortage of South Asian English data for NLP and LLM training.
Research Motivation & Findings The collection offers empirical investigation of media narratives and linguistic alterations amid political turbulence. Analysis finds large temporal changes, with publishing peaks in November 2024 (2,044 articles) and May 2025 (2,113 articles) corresponding with major political events. Dominant themes include "Government," "Adviser," "Yunus," and "Reform."

Data Characteristics
 Volume: 55,368 articles (Avg. length: 337 words).
 Top Sources: The Daily Star (31,292) and Bangladesh Pratidin (18,375).
 Methodology: High-fidelity metadata extraction (authors, timestamps) via API/JSON-LD parsing.

Files & Usage The data is provided in two distinct states to support diverse research needs:
 Raw Data Component (Archive State)
 Files: news_articles.db (SQLite), news_articles_raw.csv, news_articles_raw.xlsx
 Content: Original 55,368 records including web artifacts and potential duplicates.
 Usage: Source verification, reproducibility studies, and duplicate detection research.

 Processed Data Component (NLP-Ready State)
 Files: news_articles_clean.csv, news_articles_clean.xlsx
 Content: 54,347 unique records (853 duplicates removed, nulls filtered).
 Usage: Optimized for Named Entity Recognition (NER), topic modeling, summarization, and sentiment analysis.
DOI: 10.15468/dl.ktrs5w
title: Occurrence Download

description: A dataset containing 9298 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((3.52602 50.44556,3.57015 50.44556,3.57015 50.47556,3.52602 50.47556,3.52602 50.44556))"
 ]
}

 The dataset includes 9298 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009502-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zkk297xm2n
title: FGD Transcription of the Edutourism Development Study

description: This dataset is verbatim transcription of Focus Group Discussion (FGD) about the development of edutourism in Blora, Central Java, Indonesia. Th FGD invited the appropriate stakeholders.
DOI: 10.5281/zenodo.18247831
title: Baccharis serrulata (Lam.) Pers. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18247830
title: Baccharis serrulata (Lam.) Pers. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.17632/zkk297xm2n.1
title: FGD Transcription of the Edutourism Development Study

description: This dataset is verbatim transcription of Focus Group Discussion (FGD) about the development of edutourism in Blora, Central Java, Indonesia. Th FGD invited the appropriate stakeholders.
DOI: 10.17632/x7mgjdzx3p
title: Mid- to Late Holocene evolution of the Daugava River valley in Upper Daugava Depression (E Latvia): a multiproxy sediment study

description: The provided dataset includes results from sediment grain-size analysis conducted for the lowermost terraces and the floodplain level (seven sites altogether) of the Daugava River in its spillway part (the Upper Daugava Depression, Eastern Latvia).
DOI: 10.17632/x7mgjdzx3p.1
title: Mid- to Late Holocene evolution of the Daugava River valley in Upper Daugava Depression (E Latvia): a multiproxy sediment study

description: The provided dataset includes results from sediment grain-size analysis conducted for the lowermost terraces and the floodplain level (seven sites altogether) of the Daugava River in its spillway part (the Upper Daugava Depression, Eastern Latvia).
DOI: 10.17632/4686np3m8n
title: From Individual Belief to Social Culture: Superstition and Corporate Financialization in China

description: Superstition and Corporate Financialization in China
DOI: 10.17632/4686np3m8n.2
title: From Individual Belief to Social Culture: Superstition and Corporate Financialization in China

description: Superstition and Corporate Financialization in China
DOI: 10.5519/qd.5mitrbsy
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (20 records)
DOI: 10.3886/e244146
title: NHIS Child Summary Health Statistics

description: Interactive Summary Health Statistics for Children provide annual estimates of selected health topics for children under age 18 years based on final data from the National Health Interview Survey.
description: (Downloaded 1/7/2026)
DOI: 10.3886/e244146v1
title: NHIS Child Summary Health Statistics

description: Interactive Summary Health Statistics for Children provide annual estimates of selected health topics for children under age 18 years based on final data from the National Health Interview Survey.
description: (Downloaded 1/7/2026)
DOI: 10.17632/4pbnm3h8r2.1
title: Data on predicting the potential adoption spectrum of sustainable agriculture practices (SAPs) by smallholder rice farmers in Bangladesh.

description: The article presents a comprehensive overview of the evaluation and prediction of smallholder rice farmers’ adoption and diffusion of Sustainable Agriculture Practices (SAPs) in Bangladesh, leveraging the ADOPT by CSIRO model. It likely includes crucial elements such as farmers’ socio-demographic information, detailing aspects like age, education level, household size, and income sources, all of which significantly influence their adoption of SAPs. Additionally, it examines the characteristics of the innovations themselves, highlighting their features, differences from traditional methods, and environmental and economic benefits. 

Moreover, the article addresses the characteristics of the target population, providing insights into the specific group of farmers studied, their farming methods, cultural contexts, and the challenges they face in adopting new practices. The relative advantage of using the innovation is discussed, assessing the benefits SAPs offer over conventional practices, such as higher yields, reduced input costs, improved soil health, and enhanced resilience to climate change. Finally, it explores how farmers learn about these advantages, utilising data gathered through farmer household surveys, focus group discussions, and key informant interviews. This approach reveals the processes of information dissemination and peer influence, thereby offering valuable insights to inform policy-making and interventions aimed at enhancing sustainable agricultural practices among smallholder farmers in Bangladesh.
DOI: 10.17632/bmyhk7vgt6
title: Democratic development and Quest of statehood: Evidence from Somaliland

description: The study examined the role of democratic development on quest of statehood, in Somaliland specially it focuses in key democratic components rule of law, electoral processes, institutional effectiveness and multi-party system, enhance Quest of statehood, pursuit of international recognition. Somaliland declared independence from Somalia in 1991 and has since made significant advancements toward democratic governance. The study used Mixed approach qualitative focus key stakeholders and quantitively original survey data (n= 232) from government officials, academicians and politicians in Hargeisa, the study assesses the perception of, (I) electoral process, (II) the rule of law, (III) government institutions and (IV) multi-party system. The findings reveal that democratic pillars practices enhance Somaliland's domestic legitimacy and external image and positively correlated international recognition, strongly Multi-party system and election are the most predictors. Regression analysis indicates that democratic factors increase approximately 22% of the variance in recognition prospects. the general direction shows that democratic development improves Somaliland's international reputation and increases its own legitimacy. The study discovered democracy can serve as soft power statehood quest and internal legitimization but is insufficient for achieving statehood. recognition decisions are often shaped by geopolitical interests, strategic consideration, relation other states, rather than normative principles. This research highlights there are others ways to achieve international recognition rather democratic merit in the modern state systems. the study can be used policy formulation on de facto states, academic research.
DOI: 10.17632/bmyhk7vgt6.1
title: Democratic development and Quest of statehood: Evidence from Somaliland

description: The study examined the role of democratic development on quest of statehood, in Somaliland specially it focuses in key democratic components rule of law, electoral processes, institutional effectiveness and multi-party system, enhance Quest of statehood, pursuit of international recognition. Somaliland declared independence from Somalia in 1991 and has since made significant advancements toward democratic governance. The study used Mixed approach qualitative focus key stakeholders and quantitively original survey data (n= 232) from government officials, academicians and politicians in Hargeisa, the study assesses the perception of, (I) electoral process, (II) the rule of law, (III) government institutions and (IV) multi-party system. The findings reveal that democratic pillars practices enhance Somaliland's domestic legitimacy and external image and positively correlated international recognition, strongly Multi-party system and election are the most predictors. Regression analysis indicates that democratic factors increase approximately 22% of the variance in recognition prospects. the general direction shows that democratic development improves Somaliland's international reputation and increases its own legitimacy. The study discovered democracy can serve as soft power statehood quest and internal legitimization but is insufficient for achieving statehood. recognition decisions are often shaped by geopolitical interests, strategic consideration, relation other states, rather than normative principles. This research highlights there are others ways to achieve international recognition rather democratic merit in the modern state systems. the study can be used policy formulation on de facto states, academic research.
DOI: 10.17632/cbtmmrvrmh
title: Climate Change Adaptation Data

description: This dataset reflects the two methodological approaches used in the study. Quantitative rainfall and temperature data were analysed to illustrate climatic variability and extreme events in the study area, as well as their impacts on local communities. The qualitative data, drawn from interviews, focus group discussions, and questionnaires, explored socio-economic and environmental conditions, perceptions of climate risks, adaptation strategies, and the roles of local government. Together, the quantitative and qualitative findings informed the development of a climate change adaptation framework for the study area.
DOI: 10.17632/cbtmmrvrmh.2
title: Climate Change Adaptation Data

description: This dataset reflects the two methodological approaches used in the study. Quantitative rainfall and temperature data were analysed to illustrate climatic variability and extreme events in the study area, as well as their impacts on local communities. The qualitative data, drawn from interviews, focus group discussions, and questionnaires, explored socio-economic and environmental conditions, perceptions of climate risks, adaptation strategies, and the roles of local government. Together, the quantitative and qualitative findings informed the development of a climate change adaptation framework for the study area.
DOI: 10.15468/dl.s7rg5m
title: Occurrence Download

description: A dataset containing 22143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Amaranthus albus, Amaranthus blitoides, Amaranthus blitum, Amaranthus caudatus, Amaranthus cruentus, Amaranthus deflexus, Amaranthus hybridus, Amaranthus hypochondriacus, Amaranthus muricatus, Amaranthus paniculatus, Amaranthus powellii, Amaranthus retroflexus, Amaranthus viridis, Amaranthus ozanonii, Amaryllis belladonna, Amorpha fruticosa, Anredera cordifolia, Araujia sericifera, Arctotheca calendula, Arundo donax, Asclepias curassavica, Asclepias syriaca, Austrocylindropuntia subulata, Azolla filiculoides, Baccharis halimifolia)",
 "Country is Portugal",
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2001",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 22143 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009503-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m4ww3pfdvg
title: Does international oil price risk affect the corporate propensity to save? Evidence from China

description: Stata is used to perform the empirical analysis. We include the commands to produce each table in this readme file. For your reference, we also include the tables produced by the commands accordingly.
DOI: 10.17632/m4ww3pfdvg.1
title: Does international oil price risk affect the corporate propensity to save? Evidence from China

description: Stata is used to perform the empirical analysis. We include the commands to produce each table in this readme file. For your reference, we also include the tables produced by the commands accordingly.
DOI: 10.15468/dl.pn29up
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is West River, Sheet Harbour, Brook Trout",
 "Geometry POLYGON((-62.27442 45.35693,-61.72313 45.35693,-61.72313 45.92374,-62.27442 45.92374,-62.27442 45.35693))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salvelinus fontinalis",
 "Year 1980-2010"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009504-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wk7jdnsyfb
title: Supplementary data for the article “Glacial-interglacial volcanic-hydrothermal activity at 6°N on the slow-spreading Carlsberg Ridge: Synergistic control by sea-level fluctuations and ridge-specific tectonics"

description: Supplementary Data Table S1: Oxygen isotope data
Supplementary Data Table S2: Major and trace geochemical results 
Supplementary Data Table S3: Correlation matrices for metal flux time series
Supplementary Data Table S4: Magnetic susceptibility data
DOI: 10.15468/dl.rw2ntx
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.37.1_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009505-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wk7jdnsyfb.1
title: Supplementary data for the article “Glacial-interglacial volcanic-hydrothermal activity at 6°N on the slow-spreading Carlsberg Ridge: Synergistic control by sea-level fluctuations and ridge-specific tectonics"

description: Supplementary Data Table S1: Oxygen isotope data
Supplementary Data Table S2: Major and trace geochemical results 
Supplementary Data Table S3: Correlation matrices for metal flux time series
Supplementary Data Table S4: Magnetic susceptibility data
DOI: 10.17632/wbgnfbw5jt
title: Fucosylated hemocyanin regulates ER stress to enhance shrimp antibacterial immunity

description: PvHMC fucosylation promotes binding to PvBip, triggering ERS and subsequent PvXbp1s activation to induce AMP expression.
DOI: 10.17632/wbgnfbw5jt.1
title: Fucosylated hemocyanin regulates ER stress to enhance shrimp antibacterial immunity

description: PvHMC fucosylation promotes binding to PvBip, triggering ERS and subsequent PvXbp1s activation to induce AMP expression.
DOI: 10.17632/3grbh5s2zh
title: Structure of the MIWI endoribonuclease bound to pachytene piRNAs from mouse testes

description: Gels, small RNA denaturing gels, agarose gels, histological microscopy images of testis sections. The figure names where these data are used are indicated as Folder names.