cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pycuce
title: Occurrence Download

description: A dataset listing the 80 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.91332 35.63423,-3.53881 35.63423,-3.53881 37.48495,-5.91332 37.48495,-5.91332 35.63423))",
 "TaxonKey is Salticidae"
 ]
}

 The dataset's 80 records were derived from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071410-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3kamar
title: Occurrence Download

description: A dataset listing the 54 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is USFWS - Ruby Lake National Wildlife Refuge - Vegetation Mapping Survey - 2012-2013"
 ]
}

 The dataset's 54 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071412-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68c629
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nobiellus bonnairei (Reitter, 1892)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 358 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071444-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/56jyjndvcr.1
title: Bridging the Gap in Hypertension Management: Evaluating Blood Pressure Control and Associated Risk Factors in a Resource-Constrained Setting

description: Dataset Description

This dataset contains a simulated collection of 1,00000 patient records designed to explore hypertension management in resource-constrained settings. It provides comprehensive data for analyzing blood pressure control rates, associated risk factors, and complications. The dataset is ideal for predictive modelling, risk analysis, and treatment optimization, offering insights into demographic, clinical, and treatment-related variables.

Dataset Structure

1. Dataset Volume

 • Size: 10,000 records.
 • Features: 19 variables, categorized into Sociodemographic, Clinical, Complications, and Treatment/Control groups.

2. Variables and Categories

A. Sociodemographic Variables

 1. Age:
 • Continuous variable in years.
 • Range: 18–80 years.
 • Mean ± SD: 49.37 ± 12.81.
 2. Sex:
 • Categorical variable.
 • Values: Male, Female.
 3. Education:
 • Categorical variable.
 • Values: No Education, Primary, Secondary, Higher Secondary, Graduate, Post-Graduate, Madrasa.
 4. Occupation:
 • Categorical variable.
 • Values: Service, Business, Agriculture, Retired, Unemployed, Housewife.
 5. Monthly Income:
 • Categorical variable in Bangladeshi Taka.
 • Values: &lt;5000, 5001–10000, 10001–15000, &gt;15000.
 6. Residence:
 • Categorical variable.
 • Values: Urban, Sub-urban, Rural.

B. Clinical Variables

 7. Systolic BP:
 • Continuous variable in mmHg.
 • Range: 100–200 mmHg.
 • Mean ± SD: 140 ± 15 mmHg.
 8. Diastolic BP:
 • Continuous variable in mmHg.
 • Range: 60–120 mmHg.
 • Mean ± SD: 90 ± 10 mmHg.
 9. Elevated Creatinine:
 • Binary variable (\geq 1.4 \, \text{mg/dL}).
 • Values: Yes, No.
 10. Diabetes Mellitus:
 • Binary variable.
 • Values: Yes, No.
 11. Family History of CVD:
 • Binary variable.
 • Values: Yes, No.
 12. Elevated Cholesterol:
 • Binary variable (\geq 200 \, \text{mg/dL}).
 • Values: Yes, No.
 13. Smoking:
 • Binary variable.
 • Values: Yes, No.

C. Complications

 14. LVH (Left Ventricular Hypertrophy):
 • Binary variable (ECG diagnosis).
 • Values: Yes, No.
 15. IHD (Ischemic Heart Disease):
 • Binary variable.
 • Values: Yes, No.
 16. CVD (Cerebrovascular Disease):
 • Binary variable.
 • Values: Yes, No.
 17. Retinopathy:
 • Binary variable.
 • Values: Yes, No.

D. Treatment and Control

 18. Treatment:
 • Categorical variable indicating therapy type.
 • Values: Single Drug, Combination Drugs.
 19. Control Status:
 • Binary variable.
 • Values: Controlled, Uncontrolled.

Dataset Applications

 1. Predictive Modeling:
 • Develop models to predict blood pressure control status using demographic and clinical data.
 2. Risk Analysis:
 • Identify significant factors influencing hypertension control and complications.
 3. Severity Scoring:
 • Quantify hypertension severity for patient risk stratification.
 4. Complications Prediction:
 • Forecast complications like IHD, LVH, and CVD for early intervention.
 5. Treatment Guidance:
 • Analyze therapy efficacy to recommend optimal treatment strategies.
DOI: 10.5281/zenodo.14648309
title: Pre_AND_Post Sustainability Hackathons
DOI: 10.5281/zenodo.14648310
title: Pre_AND_Post Sustainability Hackathons
DOI: 10.15468/dl.hfff47
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes vulpes arabica Thomas, 1902"
 ]
}

 The dataset includes 178 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071446-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9htxrzs76k.1
title: Bangladesh Population Forecasting

description: bangladesh_population_data1.csv
Description: This file contains historical population data for Bangladesh. It includes data on population growth, migration, fertility rates, and other key demographic metrics over multiple years. This dataset will give you insight into how the population of Bangladesh has evolved and help establish patterns and trends for forecasting future growth.
bangladesh_population_forecast.csv
Description: This dataset provides forecasted population data for Bangladesh, predicting future population growth and demographic trends based on current and historical data. This dataset is essential for future planning, such as urbanization, healthcare, infrastructure, and resource allocation.
Main Cities by Population in Bangladesh.csv
Description: This file contains data on the population of main cities in Bangladesh. It includes the most populated cities and their population sizes, reflecting urban growth and helping to identify trends in migration and urbanization. This dataset is useful for analyzing how population is distributed across major cities in Bangladesh.
https://www.worldometers.info/world-population/bangladesh-population/.
DOI: 10.15468/dl.2v3qdr
title: Occurrence Download

description: A dataset containing 190499172 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-96.52609 24.36613,-75.9055 24.36613,-75.9055 37.59512,-96.52609 37.59512,-96.52609 24.36613))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 190499172 records from 458 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071419-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.ymha4mow
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (203 records)
DOI: 10.15468/dl.6f5yn2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nobius rhodiensis (Baraud, 1976)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071450-241126133413365/datasets/export for details.
DOI: 10.15468/dl.asfxvv
title: Occurrence Download

description: A dataset containing 67352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-6.66606 36.24535,-5.78155 35.89475,-4.41226 36.21791,-4.6674 37.04374,-5.92613 37.47021,-6.82766 36.75128,-6.66606 36.24535))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 67352 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071448-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28212686
title: Sample.xlsx

description: This paper introduces a novel application of the DART model to Dubai’s tourism sector, revealing how tourist engagement mediates trust and loyalty. Through robust CB-SEM analysis, it provides actionable strategies for policymakers and practitioners to drive sustainable growth, enhance visitor satisfaction, and position Dubai as a premier global destination.
DOI: 10.6084/m9.figshare.28212686.v1
title: Sample.xlsx

description: This paper introduces a novel application of the DART model to Dubai’s tourism sector, revealing how tourist engagement mediates trust and loyalty. Through robust CB-SEM analysis, it provides actionable strategies for policymakers and practitioners to drive sustainable growth, enhance visitor satisfaction, and position Dubai as a premier global destination.
DOI: 10.15468/dl.ydnbrh
title: Occurrence Download

description: A dataset containing 102740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "TaxonKey is Coleoptera"
 ]
}

 The dataset includes 102740 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071429-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7ezyz
title: Occurrence Download

description: A dataset containing 66302295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-90.39908 24.87764,-78.99923 24.87764,-78.99923 31.91739,-90.39908 31.91739,-90.39908 24.87764))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 66302295 records from 264 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071426-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14655772
title: SemEval 2014 Task 4

description: Task Description: Aspect Based Sentiment Analysis (ABSA)

Sentiment analysis is increasingly viewed as a vital task both from an academic and a commercial standpoint. The majority of current approaches, however, attempt to detect the overall polarity of a sentence, paragraph, or text span, regardless of the entities mentioned (e.g., laptops, restaurants) and their aspects (e.g., battery, screen; food, service). By contrast, this task is concerned with aspect-based sentiment analysis (ABSA), where the goal is to identify the aspects of given target entities and the sentiment expressed towards each aspect. Datasets consisting of customer reviews with human-authored annotations identifying the mentioned aspects of the target entities and the sentiment polarity of each aspect will be provided. (Copied from https://alt.qcri.org/semeval2014/task4/#, all credits to respective authors.)
DOI: 10.5281/zenodo.14655773
title: SemEval 2014 Task 4

description: Task Description: Aspect Based Sentiment Analysis (ABSA)

Sentiment analysis is increasingly viewed as a vital task both from an academic and a commercial standpoint. The majority of current approaches, however, attempt to detect the overall polarity of a sentence, paragraph, or text span, regardless of the entities mentioned (e.g., laptops, restaurants) and their aspects (e.g., battery, screen; food, service). By contrast, this task is concerned with aspect-based sentiment analysis (ABSA), where the goal is to identify the aspects of given target entities and the sentiment expressed towards each aspect. Datasets consisting of customer reviews with human-authored annotations identifying the mentioned aspects of the target entities and the sentiment polarity of each aspect will be provided. (Copied from https://alt.qcri.org/semeval2014/task4/#, all credits to respective authors.)
DOI: 10.15468/dl.a2dwxd
title: Occurrence Download

description: A dataset containing 57308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Panama",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 57308 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071451-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.27828081
title: Joy Gregory and Philip Miller

description: British photographer Joy Gregory and South African composer Philip Miller’s exhibition <i>Seeds of Empire: A Little or No Breeze</i> (2021) was a very personal, research-based body of work, shown at Empire House, a Georgian townhouse in Lambeth, London (UK). The collaborative works explore and experiment with the representation of an enslaved Black individual named Rose, by taking up natural scientist Hans Sloane’s medical and weather observations from 1687 to 1689 and published in his <i>A Voyage to… Jamaica</i>. The artworks combine effects of coloniality and forms of plant knowledge of the Caribbean with contemporary Jamaicans’ testimonies on migration to the United Kingdom. The Anthropocene, specifically <i>Black Anthropocenes</i>, critically frame these events. The artists’ engagement with historic sources that originate in the plantation system and its inherent violence, turn to becoming British in the present however by re-performing the past, thereby shaping a long history from the sixteenth century onwards.
DOI: 10.6084/m9.figshare.27828081.v1
title: Joy Gregory and Philip Miller

description: British photographer Joy Gregory and South African composer Philip Miller’s exhibition <i>Seeds of Empire: A Little or No Breeze</i> (2021) was a very personal, research-based body of work, shown at Empire House, a Georgian townhouse in Lambeth, London (UK). The collaborative works explore and experiment with the representation of an enslaved Black individual named Rose, by taking up natural scientist Hans Sloane’s medical and weather observations from 1687 to 1689 and published in his <i>A Voyage to… Jamaica</i>. The artworks combine effects of coloniality and forms of plant knowledge of the Caribbean with contemporary Jamaicans’ testimonies on migration to the United Kingdom. The Anthropocene, specifically <i>Black Anthropocenes</i>, critically frame these events. The artists’ engagement with historic sources that originate in the plantation system and its inherent violence, turn to becoming British in the present however by re-performing the past, thereby shaping a long history from the sixteenth century onwards.
DOI: 10.5281/zenodo.14173401
title: Rainfall-Induced Landslide Inventory of the 2014 Itaóca Event, Ribeira Valley, Brazil

description: Heavy precipitation on January 12, 2014, triggered numerous shallow landslides in Itaóca, Ribeira Valley, Brazil. The inventory was manually created using a RapidEye satellite image (5 m spatial resolution) acquired on January 30, 2014, 18 days after the event. Specific criteria were applied to identify shallow landslides through image interpretation. These criteria included the absence of vegetation, proximity to the drainage network, altimetric variation, planar rupture surfaces, slope position, as well as the shape and size of the features. The dataset is provided in shapefile format and contains 1,723 polygons representing the areas affected by shallow landslides.
DOI: 10.5281/zenodo.14173402
title: Rainfall-Induced Landslide Inventory of the 2014 Itaóca Event, Ribeira Valley, Brazil

description: Heavy precipitation on January 12, 2014, triggered numerous shallow landslides in Itaóca, Ribeira Valley, Brazil. The inventory was manually created using a RapidEye satellite image (5 m spatial resolution) acquired on January 30, 2014, 18 days after the event. Specific criteria were applied to identify shallow landslides through image interpretation. These criteria included the absence of vegetation, proximity to the drainage network, altimetric variation, planar rupture surfaces, slope position, as well as the shape and size of the features. The dataset is provided in shapefile format and contains 1,723 polygons representing the areas affected by shallow landslides.
DOI: 10.15468/dl.7abm8m
title: Occurrence Download

description: A dataset containing 867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Vincetoxicum rossicum (Kleopow) Barbar., Vincetoxicum rossicum (Kleopow) Barbar.)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Geometry POLYGON ((-79.63831 43.58051, -79.11582 43.58051, -79.11582 43.85533, -79.63831 43.85533, -79.63831 43.58051))"
 ]
}

 The dataset includes 867 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071454-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f4yx6d88mg.1
title: Dehydrozingerone improves mood and memory in diabetic mice via modulating core neuroimmune genes and their associated proteins.

description: The purpose of this study was to see if dehydrozingerone, a structural half-analogue of curcumin, may improve mood and cognition in diabetics. We used a well-established mouse model of type 2 diabetes generated by a high-fat diet and low streptozotocin dosages. Dehydrozingerone, 50 mg/kg orally for two weeks, enhanced diabetic mice's hippocampus and prefrontal cortex-dependent mood and memory. An integrated transcriptome and proteome analysis revealed that 26 genes encoding mitochondrial energetics (Cox6), insulin resistance (Etnppl), lipid metabolism (Apod, Plin4), accelerated brain aging (Gm11639), and inflammation (Ighg2c) are differentially expressed in the diabetic mouse brain at both the mRNA and protein levels. Additionally, bioinformatic research demonstrated that these differentially expressed genes and proteins play a key role in a number of biological functions, including ion transport, calcium signaling, and cellular dysfunction and neurodegeneration.
DOI: 10.17632/k4h8sy86gk.1
title: Effect of Clay Mineral on Bacteria–Virus Interactions and the Fate of Microbial Biomass Carbon

description: Viruses are the major drivers of global geochemical cycles through lysis of host bacteria, however, current understanding of bacteria–virus interaction is limited to the oceans. In sediments and soils, clay minerals are ubiquitous, but their roles in controlling viral lysis of host bacteria are virtually unknown. Here, we established a model experimental system using clay mineral montmorillonite, a common bacterium Shewanella oneidensis MR-1, and its lytic virus MSO-5 to investigate the impacts of clay mineral on bacteria–virus interactions, as well as the fate of the released organic matter. The results showed that montmorillonite delayed lysis of bacterial host due to spatial separation from virus and decreased dissolved organic matter through adsorption, especially intercalation of low molecular weight compounds into interlayer space. Our results demonstrate that clay minerals play an important role in bacteria–virus interactions in controlling release and preservation of microbially-derived organic matter. This study advances our understanding of mineral–bacteria–virus interactions in clay-rich environments such as soils and sediments, where the widely-accepted “viral shunt” concept may not be directly applicable.
DOI: 10.17632/k4h8sy86gk.2
title: Effect of Clay Mineral on Bacteria–Virus Interactions and the Fate of Microbial Biomass Carbon

description: Viruses are the major drivers of global geochemical cycles through lysis of host bacteria. The release of cellular organic matter (OM) to the environment via viral lysis short-circuits the carbon flow from bacteria to higher trophic levels, a process known as the “viral shunt”. However, current understanding of bacteria–virus interactions is limited to the oceans. In sediments and soils, clay minerals are ubiquitous, but their roles in controlling viral lysis of host bacteria are virtually unknown. Here, we established a model experimental system using clay mineral montmorillonite, a common bacterium Shewanella oneidensis MR-1, and its lytic virus MSO-5 to investigate the impacts of clay mineral on bacteria–virus interactions, as well as the fate of the released OM. X-ray diffraction (XRD) and pyrolysis gas chromatography-mass spectrum (PY-GC-MS) were used to detect OM intercalation into montmorillonite interlayer. The results showed that the presence of montmorillonite delayed lysis of bacterial host due to its spatial separation from virus and delayed release of dissolved organic matter (DOM) through adsorption. Low molecular weight compounds released from virus-induced cell lysis, mainly benzene derivatives, N-containing compounds, and ketones were preferentially intercalated into the interlayer space of montmorillonite. Our results demonstrate that clay minerals play an important role in bacteria–virus interactions in controlling release and preservation of microbially-derived organic matter, which is expected to have an increasingly important impact on carbon cycling as sediment inflow increases with global warming. This study advances our understanding of mineral–bacteria–virus interactions in the viral shunt, especially in clay-rich environments such as soils and sediments.
DOI: 10.15468/dl.kn4rra
title: Occurrence Download

description: A dataset containing 17030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Vireo flavoviridis (Cassin, 1851)"
 ]
}

 The dataset includes 17030 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071455-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8hj8n5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nyctophila calabriae Geisthardt, 1983",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071456-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h8gcz
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Senegal",
 "TaxonKey is Dalbergia melanoxylon Guill. & Perr."
 ]
}

 The dataset includes 100 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071457-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.