cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.njx775
title: Occurrence Download

description: A dataset containing 602 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polyodon spathula",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 602 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004712-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.55thk9
title: Occurrence Download

description: A dataset containing 3686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-81.86023 -5.03793,-75.20944 -5.03793,-75.20944 1.14654,-81.86023 1.14654,-81.86023 -5.03793))",
 "HasGeospatialIssue is false",
 "TaxonKey is Epipedobates machalilla"
 ]
}

 The dataset includes 3686 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004713-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ntmdju
title: Occurrence Download

description: A dataset containing 1422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "TaxonKey is Progomphus borealis"
 ]
}

 The dataset includes 1422 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004711-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgsmh8
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004716-250914085247600/datasets/export for details.
DOI: 10.15468/dl.5a7cwx
title: Occurrence Download

description: A dataset containing 3274 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "TaxonKey is Pseudoleon superbus"
 ]
}

 The dataset includes 3274 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004714-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjq5ch
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new species of snail-eating snakes of the genus Pareas Wagler, 1830 (Reptilia: Serpentes) from eastern Himalayas, India"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004715-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dc9fp3nppf
title: Plant Dataset for StictionGPT

description: The plant dataset we collected in the paper StictionGPT: Detecting Valve Stiction in Process Control Loops using Large Vision Language Model.
DOI: 10.17632/dc9fp3nppf.1
title: Plant Dataset for StictionGPT

description: The plant dataset we collected in the paper StictionGPT: Detecting Valve Stiction in Process Control Loops using Large Vision Language Model.
DOI: 10.5281/zenodo.17127501
title: Dataset for "Electropolymerised PEDOT:Polydopamine enables High-Performance Bioelectrode Coatings"
DOI: 10.17632/tjb5ksyw2b
title: 10x-donor-datasets

description: The 10x Genomics database provided us with an extensive TCR-pMHC binding dataset, from which we extracted 5,834 unique paired TCRs
cite{10x Genomics. A new way of exploring immunity–linking highly
multiplexed antigen recognition to immune repertoire and phenotype.
Tech. rep, 2019.}
DOI: 10.5281/zenodo.17127500
title: Dataset for "Electropolymerised PEDOT:Polydopamine enables High-Performance Bioelectrode Coatings"
DOI: 10.17632/tjb5ksyw2b.1
title: 10x-donor-datasets

description: The 10x Genomics database provided us with an extensive TCR-pMHC binding dataset, from which we extracted 5,834 unique paired TCRs
cite{10x Genomics. A new way of exploring immunity–linking highly
multiplexed antigen recognition to immune repertoire and phenotype.
Tech. rep, 2019.}
DOI: 10.15468/dl.ayrsz6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xiphophorus hellerii",
 "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/0004717-250914085247600/datasets/export for details.
DOI: 10.15468/dl.cngv3s
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004718-250914085247600/datasets/export for details.
DOI: 10.17632/vtwzh58z37
title: Datasets and empirical codes for the article “Identification of earnings dynamics using rotating samples over short periods: the case of Chile”, by Carlos Madeira, 12 September 2025

description: This package has the final datasets compiled as the parameters of the earnings dynamics model with mean income growth, wage volatility and employment transitions for all demographic groups as panel time series for Chile. I also publish all the codes required to replicate the empirical analysis of the paper.
DOI: 10.17632/vtwzh58z37.1
title: Datasets and empirical codes for the article “Identification of earnings dynamics using rotating samples over short periods: the case of Chile”, by Carlos Madeira, 12 September 2025

description: This package has the final datasets compiled as the parameters of the earnings dynamics model with mean income growth, wage volatility and employment transitions for all demographic groups as panel time series for Chile. I also publish all the codes required to replicate the empirical analysis of the paper.
DOI: 10.17632/4ybbnppvs5
title: Multivariable Calculus Student Assessment and Survey Data from AIQuest Platform

description: The data presented correspond to an assessment in the subject of Multivariable Calculus for university students. The examinations were conducted using a software application developed on Google Cloud Platform, named AIQuest, which is integrated with the ChatGPT 4.0 API. This integration enables the creation, editing, and presentation of questions on the subject, as well as providing students with immediate grades and feedback through the application utilizing the ChatGPT 4.0 API. All this information was stored in a PostgreSQL database.

Four documents are included in CSV format, with data separated by the semicolon (;) symbol:

Student Perception Survey: This file contains the survey responses regarding students' experiences and perceptions of the Multivariable Calculus assessments conducted in AIQuest. The survey consists of multiple closed-ended questions and one open-ended question.
Assessment 1 Grades: This file contains students' grades from the first assessment in AIQuest.
Assessment 2 Grades: This file contains students' grades from the second assessment in AIQuest.
Assessment 3 Grades: This file contains students' grades from the third assessment in AIQuest.
DOI: 10.17632/4ybbnppvs5.1
title: Multivariable Calculus Student Assessment and Survey Data from AIQuest Platform

description: The data presented correspond to an assessment in the subject of Multivariable Calculus for university students. The examinations were conducted using a software application developed on Google Cloud Platform, named AIQuest, which is integrated with the ChatGPT 4.0 API. This integration enables the creation, editing, and presentation of questions on the subject, as well as providing students with immediate grades and feedback through the application utilizing the ChatGPT 4.0 API. All this information was stored in a PostgreSQL database.

Four documents are included in CSV format, with data separated by the semicolon (;) symbol:

Student Perception Survey: This file contains the survey responses regarding students' experiences and perceptions of the Multivariable Calculus assessments conducted in AIQuest. The survey consists of multiple closed-ended questions and one open-ended question.
Assessment 1 Grades: This file contains students' grades from the first assessment in AIQuest.
Assessment 2 Grades: This file contains students' grades from the second assessment in AIQuest.
Assessment 3 Grades: This file contains students' grades from the third assessment in AIQuest.
DOI: 10.17632/276bytgc3y
title: DGPS Datasets and R scripts for Steblaj et al. (A comparison of spatial interpolation approaches for mapping habitat and peatland ecohydrological metrics )

description: Raw DGPS data used for the analysis in this paper and R script.
DOI: 10.15468/dl.x4z6bh
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A new choristodere (Reptilia: Diapsida) from the Lower Cretaceous of western Liaoning Province, China, and phylogenetic relationships of Monjurosuchidae"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004719-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/276bytgc3y.1
title: DGPS Datasets and R scripts for Steblaj et al. (A comparison of spatial interpolation approaches for mapping habitat and peatland ecohydrological metrics )

description: Raw DGPS data used for the analysis in this paper and R script.
DOI: 10.5517/ccdc.csd.cc2h9n4m
title: CCDC 2303180: Experimental Crystal Structure Determination

description: Related Article: Russell M. Main, Romy Ettlinger, Tia K. Tajnšek, Deborah A. Brako-Amoafo, Maximillian G. Stanzione, Morven J. Duncan, Philip Ettlinger, Gaynor B. Lawrence, Mark R. Warren, Christopher J. Heard, Russell E. Morris|2025|J.Am.Chem.Soc.|147|31260|doi:10.1021/jacs.5c10395
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/ccdc.csd.cc2h9n5n
title: CCDC 2303181: Experimental Crystal Structure Determination

description: Related Article: Russell M. Main, Romy Ettlinger, Tia K. Tajnšek, Deborah A. Brako-Amoafo, Maximillian G. Stanzione, Morven J. Duncan, Philip Ettlinger, Gaynor B. Lawrence, Mark R. Warren, Christopher J. Heard, Russell E. Morris|2025|J.Am.Chem.Soc.|147|31260|doi:10.1021/jacs.5c10395
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: 10.17632/pg7z5zkgc8
title: Topology and adenocarcinoma cell localization dataset on the labyrinthin biomarker

description: The data relate to analyses of labyrinthin, a pan-adenocarcinoma diagnostic and therapeutic neo-antigen. 
 The data are included in the paper: Sharma, A., Babich, M., Li, T. and Radosevich, J.A. "Topology and adenocarcinoma cell localization dataset on the labyrinthin diapeutic biomarker." BMC Res Notes 16, 139 (2023). https://doi.org/10.1186/s13104-023-06373-4
 The data are supplemental to the paper: Babich, M., Sharma, A., Li, T. and Radosevich, J.A. "Labyrinthin: A distinct pan-adenocarcinoma diagnostic and immunotherapeutic tumor specific antigen. Heliyon, 2022.
 Specifically, the data are on the 1) topology, 2) sequence analyses, 3) and cell surface localization of labyrinthin and are presented as evidence in support of labyrinthin as a pan-adenocarcinoma marker. The files posted herein include raw information that led to information that is summarized as follows:
 Multiple bioinformatics tools were used to collectively predict calcium binding domain(s), N-myristoylation sites, kinase II phosphorylation sites, and transmembrane domain(s) with predicted N- and C-termini orientations. Amino acid (a.a.) sequence homology comparisons were found and alignments made for labyrinthin (255 a.a.) vs. the intracellular aspartyl/asparaginyl beta-hydroxylase (ASPH; 758 a.a.) and the ASPH-gene related protein junctate (299 a.a.), which are both type II proteins. The epitopes for commonly used MCA 44-3A6 anti-labyrinthin and FB-50 anti-ASPH/junctate antibodies were present in all three proteins. The selective expression of labyrinthin was investigated by third party fluorescent activated cell sorter (FACS) analyses of MCA 44-3A6 binding to non-permeabilized adenocarcinoma and normal cell line models. Labyrinthin was detected on non-permeabilized A549 human lung adenocarcinoma cells, but not on normal WI-38 human lung fibroblasts nor primary cultures of normal human glandular-related cells. Microscopic images of immunofluorescent labelled MCA 44-3A6 binding to A549 cells at random cell cycle stages complement the FACS results by further showing that labyrinthin persisted on the cell surfaces along with some cell internalization within 20 minutes.

Attribution-NonCommercial-NoDerivatives 4.0 International
(https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode)
DOI: 10.5517/ccdc.csd.cc2h9n6p
title: CCDC 2303182: Experimental Crystal Structure Determination

description: Related Article: Russell M. Main, Romy Ettlinger, Tia K. Tajnšek, Deborah A. Brako-Amoafo, Maximillian G. Stanzione, Morven J. Duncan, Philip Ettlinger, Gaynor B. Lawrence, Mark R. Warren, Christopher J. Heard, Russell E. Morris|2025|J.Am.Chem.Soc.|147|31260|doi:10.1021/jacs.5c10395
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/ccdc.csd.cc2h9n7q
title: CCDC 2303183: Experimental Crystal Structure Determination

description: Related Article: Russell M. Main, Romy Ettlinger, Tia K. Tajnšek, Deborah A. Brako-Amoafo, Maximillian G. Stanzione, Morven J. Duncan, Philip Ettlinger, Gaynor B. Lawrence, Mark R. Warren, Christopher J. Heard, Russell E. Morris|2025|J.Am.Chem.Soc.|147|31260|doi:10.1021/jacs.5c10395
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: 10.17632/pg7z5zkgc8.7
title: Topology and adenocarcinoma cell localization dataset on the labyrinthin biomarker

description: The data relate to analyses of labyrinthin, a pan-adenocarcinoma diagnostic and therapeutic neo-antigen. 
 The data are included in the paper: Sharma, A., Babich, M., Li, T. and Radosevich, J.A. "Topology and adenocarcinoma cell localization dataset on the labyrinthin diapeutic biomarker." BMC Res Notes 16, 139 (2023). https://doi.org/10.1186/s13104-023-06373-4
 The data are supplemental to the paper: Babich, M., Sharma, A., Li, T. and Radosevich, J.A. "Labyrinthin: A distinct pan-adenocarcinoma diagnostic and immunotherapeutic tumor specific antigen. Heliyon, 2022.
 Specifically, the data are on the 1) topology, 2) sequence analyses, 3) and cell surface localization of labyrinthin and are presented as evidence in support of labyrinthin as a pan-adenocarcinoma marker. The files posted herein include raw information that led to information that is summarized as follows:
 Multiple bioinformatics tools were used to collectively predict calcium binding domain(s), N-myristoylation sites, kinase II phosphorylation sites, and transmembrane domain(s) with predicted N- and C-termini orientations. Amino acid (a.a.) sequence homology comparisons were found and alignments made for labyrinthin (255 a.a.) vs. the intracellular aspartyl/asparaginyl beta-hydroxylase (ASPH; 758 a.a.) and the ASPH-gene related protein junctate (299 a.a.), which are both type II proteins. The epitopes for commonly used MCA 44-3A6 anti-labyrinthin and FB-50 anti-ASPH/junctate antibodies were present in all three proteins. The selective expression of labyrinthin was investigated by third party fluorescent activated cell sorter (FACS) analyses of MCA 44-3A6 binding to non-permeabilized adenocarcinoma and normal cell line models. Labyrinthin was detected on non-permeabilized A549 human lung adenocarcinoma cells, but not on normal WI-38 human lung fibroblasts nor primary cultures of normal human glandular-related cells. Microscopic images of immunofluorescent labelled MCA 44-3A6 binding to A549 cells at random cell cycle stages complement the FACS results by further showing that labyrinthin persisted on the cell surfaces along with some cell internalization within 20 minutes.

Attribution-NonCommercial-NoDerivatives 4.0 International
(https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode)
DOI: 10.5517/ccdc.csd.cc2l1q8n
title: CCDC 2384931: Experimental Crystal Structure Determination

description: Related Article: Russell M. Main, Romy Ettlinger, Tia K. Tajnšek, Deborah A. Brako-Amoafo, Maximillian G. Stanzione, Morven J. Duncan, Philip Ettlinger, Gaynor B. Lawrence, Mark R. Warren, Christopher J. Heard, Russell E. Morris|2025|J.Am.Chem.Soc.|147|31260|doi:10.1021/jacs.5c10395
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/ccdc.csd.cc2l1q9p
title: CCDC 2384932: Experimental Crystal Structure Determination

description: Related Article: Russell M. Main, Romy Ettlinger, Tia K. Tajnšek, Deborah A. Brako-Amoafo, Maximillian G. Stanzione, Morven J. Duncan, Philip Ettlinger, Gaynor B. Lawrence, Mark R. Warren, Christopher J. Heard, Russell E. Morris|2025|J.Am.Chem.Soc.|147|31260|doi:10.1021/jacs.5c10395
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: 10.17632/24r8vsnkf5
title: HIMO1.0 Black and White Game to Learn Identification of WBCs

description: This work is a part of Open Educational Resource (OER) development. Hematology: Identification of Microscopic Observations version 1.0 (HIMO1.0) is an interactive educational game designed to help students and laboratory professionals learn to identify white blood cells (WBCs) based on their morphological features in black and white images. The game focuses on key cell characteristics such as size, nuclear shape, and granularity, without relying on color information, making it ideal for sharpening observational skills and understanding cell structure.
DOI: 10.17632/24r8vsnkf5.2
title: HIMO1.0 Black and White Game to Learn Identification of WBCs

description: This work is a part of Open Educational Resource (OER) development. Hematology: Identification of Microscopic Observations version 1.0 (HIMO1.0) is an interactive educational game designed to help students and laboratory professionals learn to identify white blood cells (WBCs) based on their morphological features in black and white images. The game focuses on key cell characteristics such as size, nuclear shape, and granularity, without relying on color information, making it ideal for sharpening observational skills and understanding cell structure.
DOI: 10.15468/dl.b7vtxa
title: Occurrence Download

description: A dataset containing 71016 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((149.110193203073 -35.2659361099997,149.109846441075 -35.2662394571989,149.110242740502 -35.2708299728342,149.109970284646 -35.2711939673488,149.111010570641 -35.2793429718544,149.108533699223 -35.2827802712993,149.114131428628 -35.28587371605,149.115246020767 -35.2863387334734,149.115320326909 -35.288138123557,149.116905524617 -35.2882998645269,149.117171788294 -35.2866470587708,149.118726025109 -35.2865055325506,149.120651792637 -35.2856513154685,149.12200168756 -35.2852267308439,149.122311296487 -35.2844281013505,149.125741763401 -35.2830228986882,149.125085392476 -35.281860302512,149.127203117538 -35.2793429718544,149.127871872821 -35.2792823123188,149.128738777817 -35.2793733016052,149.129364187851 -35.2758701402838,149.124942972369 -35.2753848419177,149.121537274169 -35.2735295598995,149.118143960326 -35.2728218116925,149.113685591773 -35.2708603057729,149.111307795211 -35.2672202720369,149.110193203073 -35.2659361099997)))"
 ]
}

 The dataset includes 71016 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004644-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dczbv2tdn7.1
title: BV-Class

description: This dataset contains 2,616 Bangla sentences, each annotated with a grammatical verb class: Transitive (1,312 sentences) or Intransitive (1,303 sentences). The sentences were manually collected and labeled by native Bangla speakers with linguistic expertise to ensure accuracy. Each entry consists of a raw Bangla sentence and its verb classification.

-------Value of the Data-------

-First publicly available dataset for Bangla verb transitivity classification.

-Supports research in syntactic parsing, semantic role labeling, machine translation, and verb-based NLP tasks.

-Balanced distribution ensures unbiased benchmarking of machine learning models.