cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2ec3rd
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia fantastica Sedgw."
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133134-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4yqqzy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Description of a new species of Hoolock gibbon (Primates: Hylobatidae) based on integrative taxonomy"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218790-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qnj96c
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia decaisneana Wight"
 ]
}

 The dataset includes 19 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133107-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqc99g
title: Occurrence Download

description: A dataset containing 2665 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adelges tsugae Annand, 1924"
 ]
}

 The dataset includes 2665 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218795-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyp3gx
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia deightonii Hutch. & Dalziel"
 ]
}

 The dataset includes 55 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133109-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evtm5k
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia decidua E.A.Bruce"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133108-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jyn9b
title: Occurrence Download

description: A dataset containing 851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Xenotriccus callizonus Dwight & Griscom, 1927"
 ]
}

 The dataset includes 851 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218796-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weeyat
title: Occurrence Download

description: A dataset containing 189 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia longifolia Wall."
 ]
}

 The dataset includes 189 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133117-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwtmyu
title: Occurrence Download

description: A dataset containing 4535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Rhinolophus affinis Horsfield, 1823, Rhinolophus pusillus Temminck, 1834, Rhinolophus stheno K.Andersen, 1905, Rhinolophus sinicus K.Andersen, 1905, Rhinolophus thomasi K.Andersen, 1905)"
 ]
}

 The dataset includes 4535 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133130-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6phgb
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diclidurus scutatus Peters, 1869"
 ]
}

 The dataset includes 46 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218793-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2m2zdz
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia dichotoma Haw."
 ]
}

 The dataset includes 387 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133110-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avwc4b
title: Occurrence Download

description: A dataset containing 23626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Amazilia yucatanensis (S.Cabot, 1845)"
 ]
}

 The dataset includes 23626 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218794-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57xwuq
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia lucida Wall."
 ]
}

 The dataset includes 116 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133124-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whr4kf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Cinetorhynchus hendersoni (Kemp, 1925)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0422147-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztufz9
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia filipendula K.Schum."
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133138-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d7w789
title: Occurrence Download

description: A dataset containing 5588 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus perennis L."
 ]
}

 The dataset includes 5588 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218800-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bdhf7
title: Occurrence Download

description: A dataset containing 5946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is LACM Entomology Collection",
 "TaxonKey is Hymenoptera"
 ]
}

 The dataset includes 5946 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218805-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3ks8a
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anormochoristidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022083-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwnhjb
title: Occurrence Download

description: A dataset containing 24888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.18958 5.70363,-72.69454 5.73772,-72.66046 9.15987,-75.18958 9.15987,-75.18958 5.70363))",
 "HasCoordinate is true",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 24888 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037129-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4693b
title: Occurrence Download

description: A dataset containing 1804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pyrrhia umbra (Hufnagel, 1766)",
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 },
 {
 "or" : [
 "Country is Switzerland",
 "Country is Switzerland"
 ]
 }
 ]
}

 The dataset includes 1804 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0396009-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6tn2ua
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mamíferos de la Ecoreserva Predio Isla IV (Cantagallo, Bolívar) - Proyecto FIBRAS"
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218797-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9cu4ar
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-120.53651 23.47918,-60.46349 23.47918,-60.46349 47.52082,-120.53651 47.52082,-120.53651 23.47918))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hypomecis umbrosaria (Hübner, 1813)",
 "Year 1970-2023"
 ]
}

 The dataset includes 307 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133116-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65xhmy
title: Occurrence Download

description: A dataset containing 206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Microcephala lamellata (Bunge) Pobed."
 ]
}

 The dataset includes 206 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022071-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ansxse
title: Occurrence Download

description: A dataset containing 5703 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MICA - Muskrat occurrences collected by VMM in Flanders, Belgium"
 ]
}

 The dataset includes 5703 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218803-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ucbv8t
title: Occurrence Download

description: A dataset listing the 80 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Especies de peces registradas en las sub-cuencas hidrográficas de la jurisdicción de Corpochivor (Boyacá-Colombia)"
 ]
}

 The dataset's 80 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133120-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jp9ma
title: Occurrence Download

description: A dataset containing 1913 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros Primates Neotropicales Convocatoria APC"
 ]
}

 The dataset includes 1913 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218806-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63xpz2
title: Occurrence Download

description: A dataset containing 2642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Adelges tsugae Annand, 1924"
 ]
}

 The dataset includes 2642 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218818-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnz3x4
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia dorjei C.E.C.Fisch."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133123-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgqjtm
title: Occurrence Download

description: A dataset containing 28433 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Tsuga canadensis (L.) Carrière"
 ]
}

 The dataset includes 28433 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218813-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykwyev
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia evansii Mc Cann"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133128-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kbk4sv
title: Occurrence Download

description: A dataset containing 691717 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin"
 ]
}

 The dataset includes 691717 records from 239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218877-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5p9qrq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia furcata Werderm."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133150-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be9jrh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceropegia galeata H.Huber"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133156-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17989223
title: Figures and dataset from article titled "Thermal Control of Size Distribution and Optical Properties in Gallium Nanoparticles"
DOI: 10.5281/zenodo.17989224
title: Figures and dataset from article titled "Thermal Control of Size Distribution and Optical Properties in Gallium Nanoparticles"
DOI: 10.15468/dl.87pq7r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Astragalus skythropos"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060622-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17988272
title: Dataset: Understanding Usefulness in Developer Explanations on Stack Overflow

description: Description

This replication package accompanies the study Understanding Usefulness in Developer Explanations on Stack Overflow. It provides the dataset and scripts needed to reproduce the analyses reported in the paper and to support further replication or extension.

The dataset comprises 3,323 questions and 59,398 answers collected from Stack Overflow, enriched with metadata and computed features such as sentiment polarity, content structure metrics (e.g., length, code blocks, links), temporal information, and author-related attributes. It is used to investigate how structural, contextual, and social factors relate to the perceived usefulness of developer explanations.

The package includes:





Dataset: A processed JSON dataset with explanations, including sentiment (and politeness) annotations.




Sentiment analysis: A paper-aligned BERT-only inference pipeline (paper_pipeline/) used for the sentiment polarity annotations, plus optional exploratory benchmarking material (exploratory_benchmarks/) provided for transparency and not used in the reported analyses.




Statistical analysis: Correlation-based analysis scripts (Spearman, point-biserial, eta) and result exports to reproduce the tables and findings reported in the paper.



A detailed README is included with folder structure and reproduction instructions.

AuthorsMartin Obaidi, Kushtrim Qengaj, Hannah Deters, Jakob Droste, Marc Herrmann, Kurt Schneider, Jil Klünder

CitationIf you use this dataset or the accompanying scripts, please cite:Obaidi, M., Qengaj, K., Deters, H., Droste, J., Herrmann, M., Schneider, K., Klünder, J.: Understanding Usefulness in Developer Explanations on Stack Overflow. In: Requirements Engineering: Foundation for Software Quality: 32nd International Working Conference (REFSQ 2026).

ContactMartin Obaidi (martin.obaidi@inf.uni-hannover.de)

LicenseUnless otherwise noted, all data and scripts are licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
DOI: 10.5281/zenodo.17988273
title: Dataset: Understanding Usefulness in Developer Explanations on Stack Overflow

description: Description

This replication package accompanies the study Understanding Usefulness in Developer Explanations on Stack Overflow. It provides the dataset and scripts needed to reproduce the analyses reported in the paper and to support further replication or extension.

The dataset comprises 3,323 questions and 59,398 answers collected from Stack Overflow, enriched with metadata and computed features such as sentiment polarity, content structure metrics (e.g., length, code blocks, links), temporal information, and author-related attributes. It is used to investigate how structural, contextual, and social factors relate to the perceived usefulness of developer explanations.

The package includes:





Dataset: A processed JSON dataset with explanations, including sentiment (and politeness) annotations.




Sentiment analysis: A paper-aligned BERT-only inference pipeline (paper_pipeline/) used for the sentiment polarity annotations, plus optional exploratory benchmarking material (exploratory_benchmarks/) provided for transparency and not used in the reported analyses.




Statistical analysis: Correlation-based analysis scripts (Spearman, point-biserial, eta) and result exports to reproduce the tables and findings reported in the paper.



A detailed README is included with folder structure and reproduction instructions.

AuthorsMartin Obaidi, Kushtrim Qengaj, Hannah Deters, Jakob Droste, Marc Herrmann, Kurt Schneider, Jil Klünder

CitationIf you use this dataset or the accompanying scripts, please cite:Obaidi, M., Qengaj, K., Deters, H., Droste, J., Herrmann, M., Schneider, K., Klünder, J.: Understanding Usefulness in Developer Explanations on Stack Overflow. In: Requirements Engineering: Foundation for Software Quality: 32nd International Working Conference (REFSQ 2026).

ContactMartin Obaidi (martin.obaidi@inf.uni-hannover.de)

LicenseUnless otherwise noted, all data and scripts are licensed under the Creative Commons Attribution 4.0 International License (CC BY 4.0).
DOI: 10.15468/dl.dvcc8u
title: Occurrence Download

description: A dataset containing 5152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.11.3_1",
 "Geometry POLYGON((2.51826 44.59025,2.66601 44.59025,2.66601 44.69874,2.51826 44.69874,2.51826 44.59025))",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 5152 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060623-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wmfhb
title: Occurrence Download

description: A dataset containing 10348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.11.3_1",
 "Geometry POLYGON((2.51826 44.59025,2.66601 44.59025,2.66601 44.69874,2.51826 44.69874,2.51826 44.59025))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 10348 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060624-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.35cn2e
title: Occurrence Download

description: A dataset containing 1008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Etheostoma serrifer"
 ]
}

 The dataset includes 1008 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060625-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17858070
title: Aplicação de Machine Learning na Formação Docente para Sistemas Adaptativos com Apoio de IA Generativa: Um Estudo com Professores do Colégio Militar do Rio de Janeiro
DOI: 10.71622/data_289142
title: High-temperature superconductivity in electron-doped hydride (Li-Mg-H) at high pressure