cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.vkr8kw
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nothorites megacarpus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 100 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011844-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18388644
title: Test data for Galaxy IUC Liana+ Tools

description: Test data for Galaxy IUC Liana+ Tools
DOI: 10.5281/zenodo.18388645
title: Test data for Galaxy IUC Liana+ Tools

description: Test data for Galaxy IUC Liana+ Tools
DOI: 10.15468/8s936n
title: Swiss National Fauna Databank

description: This dataset is maintained by info fauna (National Data and Information Centre of Swiss Fauna), a member of InfoSpecies. It includes records of faunistic groups from Switzerland and the adjacent area. Data sources include field observations provided by a large network of volunteer collaborators, environmental impact studies, national inventories and red lists, literature and academic work. The period covered by the data extends from 1501 to the present day. All data provided have been subject to an expert validation procedure.
DOI: 10.60585/c-dd-202500030
title: AMCR C-DD-202500030 – geodetic data
title: AMCR C-DD-202500030 – data geodetická

description: Velké Přílepy – stavba RD na parc. č. 64/57. Geodetická data.
DOI: 10.21950/dgpv1c
title: Dataset on the literature surrounding the use of BARS instruments in education
title: Conjunto de datos bibliográficos sobre la literatura en torno al uso de instrumentos BARS en educación

description: This dataset is linked to a research project that conducts a systematic literature review on the use of BARS-type instruments to measure efficiency in various work contexts, and subsequently, specifically, to assess teacher efficiency in educational settings.

Variables: Publication Type, Authors, Article Title, Source Title, Publication Year, ISSN/eISSN, Volume, Issue, DOI, DOI Link, UT (Unique Web of Science ID).
DOI: 10.5281/zenodo.15023855
title: esCorpiusDialog: A Large-Scale Multilingual Dialogue Dataset in Spanish, Catalan, Basque, and Galician

description: In response to the growing need for comprehensive conversational datasets, we introduce esCorpiusDialog, a large-scale, diverse dialogue corpus designed to facilitate the development of conversational models in Spanish, Catalan, Basque, and Galician. Addressing the critical shortage of high-quality conversational data for these languages, esCorpiusDialog encompasses an extensive 15.1 GiB corpus containing 26,900,187 dialogues with a total of 116,524,110 conversational turns and 1,382,496,364 tokens. On average, each dialogue includes 4.3 turns, enabling effective modeling of multi-turn interactions.

esCorpiusDialog aggregates data from multiple rich sources: movie subtitles (OpenSubtitles), newsgroups (Usenet), online forums (Mediavida, Reddit), and literature (Project Gutenberg). Specifically, the dataset comprises approximately 26.6 million dialogues in Spanish, 116 thousand in Basque, over 92 thousand in Catalan, and 63 thousand in Galician, making it the most extensive multilingual conversational dataset currently available for these languages.

The dataset has undergone meticulous processing to clearly define conversational turns and accurately segment dialogues, ensuring its suitability for training robust, open-domain conversational systems. With its breadth of topics and varied dialogue styles, esCorpiusDialog represents an invaluable resource for researchers and practitioners aiming to enhance the dialogue capabilities and generalization of fine-tuned large language models (LLMs) across diverse conversational applications.
description: Acknowledgments: This dataset is a result of the project CONVERSA (TED2021-132470B-I00) funded by MCIN/AEI/10.13039/501100011033 and by "European Union NextGenerationEU/PRTR".

 

RESTRICTED: Restricted due to third-party platform Terms of Service: earlier versions (v1.0–v1.1) included forum-derived archives (reddit.zip, mediavida.zip) that cannot be redistributed in full-text form. Access is limited while we replace them with metadata-only (dehydrated) identifiers and rehydration code to support reproducibility under user-side ToS compliance
DOI: 10.15468/dl.8khzx2
title: Occurrence Download

description: A dataset containing 858736 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (Spain, France, Denmark, Portugal, Czechia, Sweden, Germany, Belgium, Netherlands)",
 "OccurrenceStatus is Present",
 "TaxonKey is Alopochen aegyptiaca",
 "Year 2016-2026"
 ]
}

 The dataset includes 858736 records from 352 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011783-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18325669
title: FAIR Requirements-Dataset

description: This record provides a consolidated and FAIR-oriented dataset of technical product requirements created for research and teaching in Requirements Engineering. The dataset integrates 11 heterogeneous sources and contains 7841 requirements in German and English. Each requirement is represented as a uniquely identifiable entry and enriched with core context metadata such as project reference, domain assignment, maturity level, licensing information where available, and a source URL field for provenance tracking. The release is provided in two complementary target formats: JSON Lines for data-driven workflows and ReqIF for interoperability with requirements management tools. The package includes only the final Dataset, without the curated folder structure with category-specific subsets (Categories A–C). A README file documents the data model, label sets, and reuse guidance.Intended use: benchmarking, NLP/ML experiments (e.g., classification, quality checks, traceability support), as well as corpus-based analyses of technical product requirements across domains.
DOI: 10.5281/zenodo.18325670
title: FAIR Requirements-Dataset

description: This record provides a consolidated and FAIR-oriented dataset of technical product requirements created for research and teaching in Requirements Engineering. The dataset integrates 11 heterogeneous sources and contains 7841 requirements in German and English. Each requirement is represented as a uniquely identifiable entry and enriched with core context metadata such as project reference, domain assignment, maturity level, licensing information where available, and a source URL field for provenance tracking. The release is provided in two complementary target formats: JSON Lines for data-driven workflows and ReqIF for interoperability with requirements management tools. The package includes only the final Dataset, without the curated folder structure with category-specific subsets (Categories A–C). A README file documents the data model, label sets, and reuse guidance.Intended use: benchmarking, NLP/ML experiments (e.g., classification, quality checks, traceability support), as well as corpus-based analyses of technical product requirements across domains.
DOI: 10.5281/zenodo.18483297
title: CDF data of the endophytes metabolomic

description: Here you can find the CDF of the raw metabolomic data
DOI: 10.5281/zenodo.18483298
title: CDF data of the endophytes metabolomic

description: Here you can find the CDF of the raw metabolomic data
DOI: 10.5281/zenodo.15017668
title: esCorpiusDialog: A Large-Scale Multilingual Dialogue Dataset in Spanish, Catalan, Basque, and Galician

description: In response to the growing need for comprehensive conversational datasets, we introduce esCorpiusDialog, a large-scale, diverse dialogue corpus designed to facilitate the development of conversational models in Spanish, Catalan, Basque, and Galician. Addressing the critical shortage of high-quality multi-turn conversational data for these languages, the current release comprises 30,518,397 dialogues with 129,705,492 conversational turns and 2,187,821,082 tokens (≈15.8 GiB). On average, each dialogue contains 4.3 turns, supporting modeling of multi-turn interactions at scale.

esCorpiusDialog aggregates data from multiple sources: movie and TV subtitles (OpenSubtitles), newsgroups (Usenet), online forums (Menéame, Mediavida, Reddit), and literature (Project Gutenberg). The corpus includes approximately 30.2 million dialogues in Spanish, ~116k in Basque, >92k in Catalan, and 63k in Galician.

Compared to earlier versions of this record, the forum-derived components are now released in a dehydrated (metadata-only) form to align with platform Terms of Service: we do not redistribute raw forum text or user handles. Instead, we share thread/post identifiers and ordered sequences of comment identifiers representing root-to-leaf dialogue paths, which preserve the dialogue structure and enable reproducibility. Rehydration scripts are provided to allow users to re-download the underlying content directly from the original platforms using these identifiers, under the user’s responsibility and subject to each platform’s access policies and Terms of Service.

The dataset has undergone processing to clearly define dialogue boundaries and turn segmentation, including basic normalization (e.g., removal of URLs/emails and anonymization during internal processing for forum/newsgroup data). With its breadth of topics and varied dialogue styles across sources, esCorpiusDialog provides a high-coverage resource for training and analyzing open-domain conversational systems and for studying multi-turn conversational phenomena in Spanish and Spain’s co-official languages.
description: Acknowledgments: This dataset is a result of the project CONVERSA (TED2021-132470B-I00) funded by MCIN/AEI/10.13039/501100011033 and by "European Union NextGenerationEU/PRTR".
DOI: 10.5281/zenodo.18466512
title: esCorpiusDialog: A Large-Scale Multilingual Dialogue Dataset in Spanish, Catalan, Basque, and Galician

description: In response to the growing need for comprehensive conversational datasets, we introduce esCorpiusDialog, a large-scale, diverse dialogue corpus designed to facilitate the development of conversational models in Spanish, Catalan, Basque, and Galician. Addressing the critical shortage of high-quality multi-turn conversational data for these languages, the current release comprises 30,518,397 dialogues with 129,705,492 conversational turns and 2,187,821,082 tokens (≈15.8 GiB). On average, each dialogue contains 4.3 turns, supporting modeling of multi-turn interactions at scale.

esCorpiusDialog aggregates data from multiple sources: movie and TV subtitles (OpenSubtitles), newsgroups (Usenet), online forums (Menéame, Mediavida, Reddit), and literature (Project Gutenberg). The corpus includes approximately 30.2 million dialogues in Spanish, ~116k in Basque, >92k in Catalan, and 63k in Galician.

Compared to earlier versions of this record, the forum-derived components are now released in a dehydrated (metadata-only) form to align with platform Terms of Service: we do not redistribute raw forum text or user handles. Instead, we share thread/post identifiers and ordered sequences of comment identifiers representing root-to-leaf dialogue paths, which preserve the dialogue structure and enable reproducibility. Rehydration scripts are provided to allow users to re-download the underlying content directly from the original platforms using these identifiers, under the user’s responsibility and subject to each platform’s access policies and Terms of Service.

The dataset has undergone processing to clearly define dialogue boundaries and turn segmentation, including basic normalization (e.g., removal of URLs/emails and anonymization during internal processing for forum/newsgroup data). With its breadth of topics and varied dialogue styles across sources, esCorpiusDialog provides a high-coverage resource for training and analyzing open-domain conversational systems and for studying multi-turn conversational phenomena in Spanish and Spain’s co-official languages.
description: Acknowledgments: This dataset is a result of the project CONVERSA (TED2021-132470B-I00) funded by MCIN/AEI/10.13039/501100011033 and by "European Union NextGenerationEU/PRTR".
DOI: 10.25824/redu/gqcgmo
title: Dados relativos à tese “As ilusões do progresso: a educação em São Paulo além das escolas de cartão-postal (1890-1920)”

description: A finalidade deste documento é expor os principais dados quantitativos coletados, processados e empregados no desenvolvimento da tese de doutoramento intitulada As ilusões do progresso: a educação em São Paulo além das escolas de cartão-postal (1890-1920). Nele apresenta-se o levantamento das informações relativas às crianças inscritas nos Livros de Matrículas e Registros do Orphanato Christovam Colombo, bem como os dados acerca dos recursos destinados pela municipalidade de São Paulo ao referido orfanato, às escolas da Loja Maçônica Sete de Setembro, entre outras instituições.
DOI: 10.15468/dl.f6a73u
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-107.82384 28.73959,-100.78896 28.73959,-100.78896 36.05992,-107.82384 36.05992,-107.82384 28.73959))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Solenopsis invicta"
 ]
}

 The dataset's 2 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011824-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21950/s1o369
title: Dataset on the activity of Spanish food industry brands on Twitter
title: Conjunto de datos sobre actividad de marcas de la industria alimentaria española en Twitter

description: This dataset is linked to a research project analyzing the brand content dissemination behavior of a sample of 45 Spanish food industry brands on Twitter.

Variables: Date (GMT), Handle, Brand Name, Text, URL, Posting Platform, Type, Retweet count, Favorite count.
DOI: 10.15468/dl.ch75f3
title: Occurrence Download

description: A dataset containing 2129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium elliottii",
 "BasisOfRecord is one of (Specimen, Human Observation, Occurrence evidence, Material sample, Living Specimen)",
 "HasCoordinate is true",
 "Country is one of (Canada, United States of America)"
 ]
}

 The dataset includes 2129 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011846-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hkzdh3
title: Occurrence Download

description: A dataset containing 2904145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "Year 2016-2020"
 ]
}

 The dataset includes 2904145 records from 2400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011809-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1340
title: Replication data for "A Notch trans-activation to cis-inhibition switch underlies hematopoietic stem cell aging"

description: This dataset contains the code used to analyse the single-cell RNA sequencing (scRNA-seq) data, the raw count matrices and all the output obtained from running the code from the manuscript "A Notch trans-activation to cis-inhibition switch underlies hematopoietic stem cell aging" by Matteini et al. scRNA-seq was applied on sorted Lin- Sca1+ cKit+ (LSK) cells from the bone marrow of young and aged C57Bl6 mice and the raw FASTQ files can be found under the GEO accession numbers GSE197070 and GSE269953 (only young and aged controls used in this analysis). The code is in an easily reproducible format, as an Rmarkdown notebook that contains comments that describe all the steps in the analysis. To start reproducing it, download all the files, open the "LSK_scRNAseq_data_analysis.Rmd" file in an Rstudio session and start following its instructions. This repository also contains the supplementary and raw data included in the manuscript.
description: R, 4.2.1
description: Seurat, 5.0.1
description: ggplot2, 3.5.0
description: patchwork, 1.2.0.9000
description: R.utils, 2.12.3
description: clustree, 0.5.1
description: ggrepel, 0.9.1
description: clusterProfiler, 4.4.4
description: enrichplot, 1.16.2
DOI: 10.15468/dl.8b9fjt
title: Occurrence Download

description: A dataset containing 654576 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer pseudoplatanus L."
 ]
}

 The dataset includes 654576 records from 1828 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0139936-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc3d3td
title: CCDC 101023: Experimental Crystal Structure Determination

description: Related Article: S.Meyer, M.C.Hoehner, V.Lynch, J.L.Sessler|1999|J.Porphyrins Phthalocyanines|3|148|doi:10.1002/(SICI)1099-1409(199902)3:2<148::AID-JPP111>3.0.CO;2-O
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc3h5vl
title: CCDC 103969: Experimental Crystal Structure Determination

description: Related Article: H.Huckstadt, H.Homborg|1998|J.Porphyrins Phthalocyanines|2|269|doi:10.1002/(SICI)1099-1409(199805/06)2:3<269::AID-JPP76>3.3.CO;2-S
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc3xrc3
title: CCDC 117005: Experimental Crystal Structure Determination

description: Related Article: S.Mahboobi, E.Eibler, M.Koller, K.C.Sunil Kumar, A.Popp, D.Schollmeyer|1999|J.Org.Chem.|64|4697|doi:10.1021/jo9825106
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc3lg15
title: CCDC 107106: Experimental Crystal Structure Determination

description: Related Article: D.K.Moss, J.D.Spence, M.H.Nantz|1999|J.Org.Chem.|64|4339|doi:10.1021/jo982231i
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc3zxsr
title: CCDC 119095: Experimental Crystal Structure Determination

description: Related Article: Z.Rappoport, S.Kobayashi, A.Stanger, R.Boese|1999|J.Org.Chem.|64|4370|doi:10.1021/jo982482r
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4lglr
title: CCDC 136914: Experimental Crystal Structure Determination

description: Related Article: M.Carcelli, P.Cozzini, R.Marroni, P.Pelagatti, C.Pelizzi, P.Sgarabotto|1999|Inorg.Chim.Acta|285|138|doi:10.1016/S0020-1693(98)00299-0
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4l9vv
title: CCDC 136767: Experimental Crystal Structure Determination

description: Related Article: M.Maekawa, S.Kitagawa, Y.Nakao, S.Sakamoto, A.Yatani, W.Mori, S.Kashino, M.Munakata|1999|Inorg.Chim.Acta|293|20|doi:10.1016/S0020-1693(99)00215-7
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4l9ww
title: CCDC 136768: Experimental Crystal Structure Determination

description: Related Article: M.Maekawa, S.Kitagawa, Y.Nakao, S.Sakamoto, A.Yatani, W.Mori, S.Kashino, M.Munakata|1999|Inorg.Chim.Acta|293|20|doi:10.1016/S0020-1693(99)00215-7
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4l9xx
title: CCDC 136769: Experimental Crystal Structure Determination

description: Related Article: M.Maekawa, S.Kitagawa, Y.Nakao, S.Sakamoto, A.Yatani, W.Mori, S.Kashino, M.Munakata|1999|Inorg.Chim.Acta|293|20|doi:10.1016/S0020-1693(99)00215-7
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4ll7j
title: CCDC 137027: Experimental Crystal Structure Determination

description: Related Article: H.Seino, C.Arita, D.Nonokawa, G.Nakamura, Y.Harada, Y.Mizobe, M.Hidai|1999|Organometallics|18|4165|doi:10.1021/om9904605
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc4ll8k
title: CCDC 137028: Experimental Crystal Structure Determination

description: Related Article: H.Seino, C.Arita, D.Nonokawa, G.Nakamura, Y.Harada, Y.Mizobe, M.Hidai|1999|Organometallics|18|4165|doi:10.1021/om9904605
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.