cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/hltew2
title: Replication Data for Understanding the Impact of Fiscal Space on Public Health Expenditures: A Cross–Country Analysis

description: Anyone replicates our paper through this data.
DOI: 10.15468/dl.47bw6p
title: Occurrence Download

description: A dataset containing 3581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is one of (Nicaragua, Honduras, Guatemala, Cuba, Panama, Costa Rica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artibeus jamaicensis",
 "Year 1962-2025"
 ]
}

 The dataset includes 3581 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033747-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjkcwy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cobitis biwae",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033749-251025141854904/datasets/export for details.
DOI: 10.15468/dl.8mhyag
title: Occurrence Download

description: A dataset containing 3016 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Calidris canutus rufa"
 ]
}

 The dataset includes 3016 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033748-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upbq6z
title: Occurrence Download

description: A dataset containing 12432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.41_1, USA.11_1, USA.34_1, USA.43_1, USA.1_1, USA.10_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Magnolia grandiflora"
 ]
}

 The dataset includes 12432 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033751-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/srbf-7c85
title: Bidirectional visible to near-infrared reflectance spectrum the dark faces of two fragments of mottled rock OREX-800073-0.
DOI: 10.60707/pevk-a696
title: Bidirectional visible to near-infrared reflectance spectrum the dark faces of two fragments of mottled rock OREX-800073-0.
DOI: 10.15468/dl.s78vpy
title: Occurrence Download

description: A dataset containing 486650 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Geometry POLYGON((93 26, 95 26, 95 27, 93 27, 93 26))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 486650 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033700-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16736495
title: 5G CVE Dataset

description: This repository contains the dataset for the pubblication Bene, P., Bernardini, A., Sagratella, L., Maunero, N., & Settembre, M. (2025, September). Optimizing Local LLM Deployment for 5G CVE Classification Avoiding External Data Exposure. In 2025 IEEE Conference on Communications and Network Security (CNS). IEEE.

 

This dataset contains 136 manually annotated CVE records sourced from the NIST National Vulnerability Database (NVD) in the period 2014-2024, with a specific focus on accurate classification of vulnerabilities truly correlated to 5G network technologies.

The CVE entries are annotated with two labels:



5G: Vulnerabilities relevant to 5G core network functions, RAN components, or 5G-specific protocols.

Non-5G: Vulnerabilities related to general networks, applications, or infrastructure not specific to 5G.


This balanced dataset (68 5G entries and 68 Non 5G entries) can be used as a ground truth for supervised learning algorithms.
description: This work was partially supported by the SERICS project (PE00000014) under the NRRP MUR program, funded by the EU-NGEU.
description: Dataset Characteristics

Size: 136 vulnerability recordsTime period: 2014-2024Format: CSV (Comma-Separated Values)Encoding: UTF-8

Data Structure

The dataset is organized into 4 columns:

1. CVE ID



Type: String

Description: Unique vulnerability identifier according to CVE standard

Format: CVE-YYYY-NNNNN (e.g., CVE-2023-43239)

Purpose: Traceability and unique vulnerability reference


2. CPE (Common Platform Enumeration)



Type: String

Description: Standardized identifier of the vulnerable platform/product

Format: cpe:2.3:part:vendor:product:version:...

Purpose: Precise identification of affected system or component


3. CVE Description



Type: String

Description: Detailed technical description of the vulnerability

Content: Vulnerability type, affected components, potential impact

Language: English, pecialized technical terminology


4. Label



Type: String

Description: Final classification label

Values: Includes "5g" for vulnerabilities related to 5G networks and "no5g" for vulnerabilities not correlated to 5G networks

Purpose: Binary classification for machine learning algorithms
DOI: 10.5281/zenodo.16736494
title: 5G CVE Dataset

description: This repository contains the dataset for the pubblication Bene, P., Bernardini, A., Sagratella, L., Maunero, N., & Settembre, M. (2025, September). Optimizing Local LLM Deployment for 5G CVE Classification Avoiding External Data Exposure. In 2025 IEEE Conference on Communications and Network Security (CNS). IEEE.

 

This dataset contains 136 manually annotated CVE records sourced from the NIST National Vulnerability Database (NVD) in the period 2014-2024, with a specific focus on accurate classification of vulnerabilities truly correlated to 5G network technologies.

The CVE entries are annotated with two labels:



5G: Vulnerabilities relevant to 5G core network functions, RAN components, or 5G-specific protocols.

Non-5G: Vulnerabilities related to general networks, applications, or infrastructure not specific to 5G.


This balanced dataset (68 5G entries and 68 Non 5G entries) can be used as a ground truth for supervised learning algorithms.
description: This work was partially supported by the SERICS project (PE00000014) under the NRRP MUR program, funded by the EU-NGEU.
description: Dataset Characteristics

Size: 136 vulnerability recordsTime period: 2014-2024Format: CSV (Comma-Separated Values)Encoding: UTF-8

Data Structure

The dataset is organized into 4 columns:

1. CVE ID



Type: String

Description: Unique vulnerability identifier according to CVE standard

Format: CVE-YYYY-NNNNN (e.g., CVE-2023-43239)

Purpose: Traceability and unique vulnerability reference


2. CPE (Common Platform Enumeration)



Type: String

Description: Standardized identifier of the vulnerable platform/product

Format: cpe:2.3:part:vendor:product:version:...

Purpose: Precise identification of affected system or component


3. CVE Description



Type: String

Description: Detailed technical description of the vulnerability

Content: Vulnerability type, affected components, potential impact

Language: English, pecialized technical terminology


4. Label



Type: String

Description: Final classification label

Values: Includes "5g" for vulnerabilities related to 5G networks and "no5g" for vulnerabilities not correlated to 5G networks

Purpose: Binary classification for machine learning algorithms
DOI: 10.15468/dl.2cffnt
title: Occurrence Download

description: A dataset containing 148092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Brazil, Argentina, Peru, Bolivia (Plurinational State of), Paraguay, Uruguay, Suriname)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eupetomena macroura",
 "Year 1970-2025"
 ]
}

 The dataset includes 148092 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033712-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jjb8zb
title: Occurrence Download

description: A dataset containing 14105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-85.16528 29.61234,-83.95759 29.99077,-82.51506 28.79242,-82.85054 27.34199,-80.87126 25.11533,-80.09968 26.62452,-80.30096 27.37179,-81.67639 31.20354,-80.9719 31.83269,-83.28665 34.85864,-85.56784 34.13982,-87.07746 33.10627,-87.11101 32.23084,-87.78195 30.65679,-85.16528 29.61234))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odocoileus virginianus"
 ]
}

 The dataset includes 14105 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033752-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/mrt0-ap67
title: "Distributed Force, Contact Area, and Slip Data from a Vision-Based Tactile Sensor"

description: "This dataset contains experimental data collected for a vision-based tactile sensing system used to estimate distributed contact force, contact area, and slip during the handling of fragile objects. It includes a set of high-resolution tactile images with embedded surface markers, which were used to train and validate marker-tracking and deformation-estimation algorithms. In addition, the dataset provides synchronized Excel files containing measured force, pressure, and displacement values for each experiment, supporting the development and evaluation of contact detection, force estimation, and slip detection methods. Together, these visual and numerical data offer a comprehensive resource for research in vision-based tactile sensing and physical interaction analysis."
DOI: 10.15468/dl.rck9s6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cobitis taenia",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033753-251025141854904/datasets/export for details.
DOI: 10.15468/dl.72ushf
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gentianella weberbaueri"
 ]
}

 The dataset includes 63 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033754-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17525757
title: Raw data for ATG2 is a triglyceride transfer protein

description: Data and images used to generate graphs in Korfhage et. al.; ATG2 is a triglyceride transfer protein. Files are labeled according to their corresponding figure in the PNAS article. Data include excel sheets used for generating graphs, raw images used to for densitometry of flotation assays, and targeted lipidomics datasets.
DOI: 10.48331/scielodata.ioiivg/hzh3f4
title: Supplementary material.pdf
DOI: 10.48331/scielodata.ioiivg/qwvxdb
title: README.txt
DOI: 10.48331/scielodata.ioiivg
title: Dados de replicação para: Mapping of underreporting of interpersonal violence based on the homicides in Brazilian municipalities, 2016-2018

description: Tabelas e figuras com dados suplementares ao conjunto de resultados do artigo
DOI: 10.48331/scielodata.piduos/jsrpja
title: Raw data.tab

description: Raw data for preparing the paper: A practical machine learning approach to identifying adverse effects due to COVID-19 vaccines
DOI: 10.48331/scielodata.piduos/kubkmx
title: Readme.docx

description: Description of the methodology for collecting and organizing the data.
DOI: 10.48331/scielodata.piduos
title: Data for: A practical machine learning approach to identifying adverse effects due to COVID-19 vaccines

description: This dataset presents the raw data used in the preparation of the article "A practical machine learning approach to identifying adverse effects due to COVID-19 vaccines".
The study aims to elucidate potential connections between various health-related factors and reported adverse effects (AEs) following COVID-19 vaccination. Using the "snowball sampling" method, we collected data from 301 Brazilians participants, both sexes, who underwent COVID-19 vaccination during SARS-COV-2 pandemic. We also collected data from general health status, vaccine type received, sleep quality, physical activity levels, dietary habits, alcohol consumption, history of COVID-19 infection, and the use of chronic medications. 
The data file presented is in .SAV format and was prepared using SPSS (Statistical Package for the Social Sciences) software.
DOI: 10.15468/dl.nzuweq
title: Occurrence Download

description: A dataset containing 20472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.41_1, USA.11_1, USA.34_1)",
 "TaxonKey is Sciurus carolinensis"
 ]
}

 The dataset includes 20472 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033756-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5ea7b
title: Occurrence Download

description: A dataset containing 11667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "MediaType is Image",
 "TaxonKey is Perca fluviatilis"
 ]
}

 The dataset includes 11667 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033757-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u69xxg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichogaster lalius",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033758-251025141854904/datasets/export for details.
DOI: 10.15468/dl.qdfce5
title: Occurrence Download

description: A dataset containing 18370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.41_1, USA.10_1, USA.11_1, USA.34_1, USA.47_1, USA.49_1, USA.1_1, USA.43_1, USA.18_1)",
 "TaxonKey is Procyon lotor"
 ]
}

 The dataset includes 18370 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033760-251025141854904/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.30621803
title: Genome sequence data of Salmonella bacteriophages

description: This dataset contains the whole-genome sequence file (FASTA) and the associated annotation file used in the manuscript submitted to Frontiers in Veterinary Science. The data are provided to ensure public access to the genomic information during the temporary delay in GenBank processing caused by the U.S. federal government shutdown. The dataset includes Salmonella bacteriophage genome sequences used for comparative genomic and functional analyses.
DOI: 10.6084/m9.figshare.30621803.v1
title: Genome sequence data of Salmonella bacteriophages

description: This dataset contains the whole-genome sequence file (FASTA) and the associated annotation file used in the manuscript submitted to Frontiers in Veterinary Science. The data are provided to ensure public access to the genomic information during the temporary delay in GenBank processing caused by the U.S. federal government shutdown. The dataset includes Salmonella bacteriophage genome sequences used for comparative genomic and functional analyses.
DOI: 10.15468/dl.d422dk
title: Occurrence Download

description: A dataset containing 41477 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arctotheca calendula",
 "Year 1075-2025"
 ]
}

 The dataset includes 41477 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033761-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgd4nw
title: Occurrence Download

description: A dataset containing 882 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Botrytis cinerea",
 "HasCoordinate is true",
 "Year is greater than or equal to 2012"
 ]
}

 The dataset includes 882 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033763-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7u5nhx
title: Occurrence Download

description: A dataset containing 12794 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Artibeus lituratus",
 "Year 1960-2025"
 ]
}

 The dataset includes 12794 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033764-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78mjwj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia Parr, 1937",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((-1.9734 4.2478,-0.0352 5.0957,-0.0352 10.8496,-9.0352 10.8496,-9.0352 4.4397,-8.4168 4.1049,-7.389 3.8664,-5.7288 4.5489,-4.0108 4.7359,-1.9734 4.2478))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011016-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15559453
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531f Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531f Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15559454
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250531f Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250531f Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.8d8v7m
title: Occurrence Download

description: A dataset containing 31357075 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 31357075 records from 2929 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011002-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qphyvu
title: Occurrence Download

description: A dataset containing 1949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Imperata cylindrica (L.) Raeusch."
 ]
}

 The dataset includes 1949 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013866-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8j5zmn
title: Occurrence Download

description: A dataset containing 668 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pleiostachya K.Schum."
 ]
}

 The dataset includes 668 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013847-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exve2m
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Rwanda",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Acacia Mill.",
 "Year 1000-2025"
 ]
}

 The dataset includes 86 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013846-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/b28f0369c67ecde0732a4a29f68a83d1
title: Integrated experimental and techno-economic modeling of renewable natural gas production from prairie biomass

description: This study coupled experimental and techno-economic modeling to evaluate the economic prospects of utilizing prairie biomass as a feedstock for anaerobic digestion. Anaerobic digestion experiments were performed using 15 lab-scale bioreactors under semi-continuous operation, designed based off a box-Behnken design with three factors. Response variables included biogas and biomethane yields, in addition to numerous digestate physico-chemical characteristics. Statistical models were developed from the experimental data to predict these responses and were subsequently incorporated into a techno-economic model developed in Python using BioSTEAM. In addition to optimizing key anaerobic digestion parameters, four scenarios were evaluated investigating liquid digestate recirculation, as well as methane recovery from the liquid digestate in a two-stage anaerobic digestion process.
DOI: 10.34894/4w9urw
title: Replication Data for: Age- and sex-dependent associations between the number of older siblings and early-life survival in preindustrial humans

description: The dataset contains the life-history data from individuals from historical villages in Switzerland.
DOI: 10.15468/dl.3xsbvs
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pternopetalum davidi",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 220 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008455-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.