cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29293868.v2
title: Issue-Commit Traceability Datasets

description: Traceability dataset that consists of issue commit pairsThis dataset contains a collection of issue–commit pairs from software projects, annotated for the presence or absence of traceability links. These links indicate whether a specific commit is associated with resolving a particular issue, as commonly tracked in systems such as GitHub, Jira, or Bugzilla. The dataset combines samples from three sources:

 LinkFormer Dataset (LinkFormer: Automatic Contextualised Link Recovery of Software Artifacts in a Cross-Project Setting)<br>

 20-MAD Dataset (OSF | 20-MAD: Mozilla Apache Dataset)<br>

 Carikado Dataset (a manually curated small-scale dataset from the author's past projects)

Each data entry includes metadata and textual features extracted from:

 Issues: summary, description, type, status, creation date
 Commits: commit message, diff, file names, authoring date

Labels are binary:

 1 indicates that a traceability link exists between the issue and the commit.
 0 indicates no such link.

This dataset was used to fine-tune several pretrained language models (e.g., BERT, RoBERTa) for binary classification and was further analyzed using Explainable AI techniques (LIME and SHAP) to interpret feature importance.
DOI: 10.6084/m9.figshare.29293868.v1
title: issue_commit_traceability.csv

description: Traceability dataset that consists of issue commit pairs
DOI: 10.15468/dl.m3keev
title: Occurrence Download

description: A dataset containing 89 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 89 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026709-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qa46qe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Leptobotia rubrilabris)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026710-250811113504898/datasets/export for details.
DOI: 10.15468/dl.y8c578
title: Occurrence Download

description: A dataset containing 2530 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-75.54689 5.45343,-75.40613 5.45343,-75.40613 5.55899,-75.54689 5.55899,-75.54689 5.45343))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1000-2025"
 ]
}

 The dataset includes 2530 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026714-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmmr7b
title: Occurrence Download

description: A dataset containing 1318 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1318 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026715-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbqex5
title: Occurrence Download

description: A dataset containing 652 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus tzabcan"
 ]
}

 The dataset includes 652 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026713-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptqzhx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026716-250811113504898/datasets/export for details.
DOI: 10.15468/dl.aae9dh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026717-250811113504898/datasets/export for details.
DOI: 10.15468/dl.dh8hm7
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-74.14396 3.19753,-73.81396 2.07428,-72.81129 4.02252,-73.82665 4.14944,-74.27722 4.07328,-74.14396 3.19753))",
 "OccurrenceStatus is Present",
 "TaxonKey is Nasua nasua",
 "Year 2020-2025"
 ]
}

 The dataset includes 156 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026719-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ta8hfn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026720-250811113504898/datasets/export for details.
DOI: 10.15468/dl.5env7c
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026721-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wya4n9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026722-250811113504898/datasets/export for details.
DOI: 10.15468/dl.gnm9ak
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026725-250811113504898/datasets/export for details.
DOI: 10.15468/dl.6teayc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Malta",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026726-250811113504898/datasets/export for details.
DOI: 10.15468/dl.dwyu5p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026724-250811113504898/datasets/export for details.
DOI: 10.15468/dl.9cdnee
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Barbodes palata)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026723-250811113504898/datasets/export for details.
DOI: 10.7914/sn/3t_2020
title: Einstein Telescope Seismic Campaigns

description: In the scope of E-TEST (*E*instein *T*elescope *E*uregio Meuse-Rhine *S*ite & *T*echnology), Multiple seismic campaigns are planned. In each campaign, hundreds of sensors are deployed. This includes geophones, seismometers, acoustic instruments, and others.

Acknowledgments:
From 2020 to 2023 The E-TEST project is carried out under the Interreg V-A Euregio Meuse-Rhine Programme, with €8.1 million from the European Regional Development Fund (ERDF). By investing EU funds in Interreg projects, the European Union invests directly in economic development, innovation, territorial development, social inclusion and education in the Euregio Meuse-Rhine.
DOI: 10.15468/dl.vvz83b
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is United Arab Emirates",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026727-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxdmn8
title: Occurrence Download

description: A dataset containing 3789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.56737 5.4489,-75.37375 5.4489,-75.37375 5.56454,-75.56737 5.56454,-75.56737 5.4489))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3789 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026729-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ype4hx
title: Occurrence Download

description: A dataset listing the 466 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is South America",
 "Country is Colombia",
 "Geometry POLYGON((-75.54689 5.45343,-75.40613 5.45343,-75.40613 5.55899,-75.54689 5.55899,-75.54689 5.45343))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 1000-2025"
 ]
}

 The dataset's 466 records were derived from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026718-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyjjjb
title: Occurrence Download

description: A dataset containing 3789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.56737 5.4489,-75.37375 5.4489,-75.37375 5.56454,-75.56737 5.56454,-75.56737 5.4489))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3789 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026730-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jm3tt5
title: Occurrence Download

description: A dataset containing 2394 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2394 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026728-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.465cnx
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chondrostoma soetta)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 254 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026731-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2attf9
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Colombia",
 "TaxonKey is Polystictus pectoralis"
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026732-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgyjev
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 742 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026733-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sd6rjs
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Vanuatu",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026734-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qzhje
title: Occurrence Download

description: A dataset containing 5326151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 5326151 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026698-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6evhf3
title: Occurrence Download

description: A dataset containing 2409 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Syngnathus typhle)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 2409 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026735-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pptmc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026738-250811113504898/datasets/export for details.
DOI: 10.15468/dl.x64786
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Nicaragua",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026736-250811113504898/datasets/export for details.
DOI: 10.15468/dl.9n63f6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026737-250811113504898/datasets/export for details.
DOI: 10.5281/zenodo.16915819
title: LJO Presence-Absence Equation

description: This document discloses the CDM-LTM framework, authored by Levi Olson, which extends and completes Einstein’s General Relativity by embedding a π-periodic scalar field on a non-orientable Möbius bundle. The resulting half-twist condition yields directional gravitational tension, resolving the observed matter–antimatter asymmetry, entropy gradient, and the Levi-Axis cosmological dipole. Beyond theoretical physics, CDM-LTM provides practical applications in computational systems, navigation, engineered topologies, and energy containment. This filing establishes priority of authorship and application claims for the framework and its associated equation as of August 18, 2025.
DOI: 10.15468/dl.93zjbb
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026739-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12821424
title: Seasonal of Hedgehog-Borne
DOI: 10.34740/kaggle/dsv/12821433
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.sut5c8
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026740-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwkwuz
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Propimelodus araguayae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026742-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.466ujs
title: Occurrence Download

description: A dataset containing 169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Corytophanes cristatus"
 ]
}

 The dataset includes 169 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026741-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7f3fgx
title: Occurrence Download

description: A dataset containing 1106084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1106084 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026711-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhf548
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Syrian Arab Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026743-250811113504898/datasets/export for details.
DOI: 10.15468/dl.pkmjcg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026744-250811113504898/datasets/export for details.
DOI: 10.15468/dl.rckj6r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Magallana gigas",
 "Country is Tunisia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026745-250811113504898/datasets/export for details.
DOI: 10.25345/c53x83z9x
title: MassIVE MSV000098896 - Validation of STING knock down in Jurkat T cells stimulated with and without PMA using lipidomics
title: Lipidomics validation of Jurkat T cells carrying an asthma risk allele at chromosome 17q21 (ORMDL3 SNP). STING knock down was performed in the edited and unedited Jurkat cells stimulated with and without PMA to validate the role of STING in mediating ORMDL3 SNP-associated changes. Raw data files were processed using MS-DIAL for the lipid identifications.
DOI: 10.15468/dl.rwsmsm
title: Occurrence Download

description: A dataset containing 10774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Basiliscus basiliscus"
 ]
}

 The dataset includes 10774 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026747-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2tn7s
title: Occurrence Download

description: A dataset containing 3442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Basiliscus galeritus"
 ]
}

 The dataset includes 3442 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026748-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.