cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17863810
title: Skills content of Dutch VET curricula (data from Skills2Capabilities Workpackage 6)

description: # Dataset: Dutch National Curricula Skill Importance (2012-2023)

## OverviewThis dataset provides a structured representation of skill importance derived from Dutch National Curricula for educational programs spanning 2012-2023. Each education program is analysed to determine the relative importance of skills mentioned in official curriculum documents, with skills classified using the standardized O*NET taxonomy.

## Dataset Description

### PurposeThis dataset enables analysis of:- Skill supply across Dutch educational programs- Evolution of skill importance over time (2012-2023)- Comparison between different education levels and fields

### Temporal Coverage- **Period**: 2012-2023- **Most Recent Update**: 2023

### Geographic Coverage- **Primary**: Netherlands- **Language**: Source documents in Dutch; skills mapped to English O*NET taxonomy

### Files Included- `Dutch_Curricula_Skill_Vector.dta` - Primary dataset

## Citation

Please cite when using this dataset.

---This dataset was created as part of Skills2Capabilities Project.

 

Link to working paper: https://www.skills2capabilities.eu/files/results/papers/Working_Paper_S2C_2024_mbo_paper_Task6.2.pdf
DOI: 10.17026/ar/zg0r5l
title: PAN-00181186 - sole of a shoe (Roman)

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00181186&lt;/p&gt;
description: Modified: 2025-10-20T11:01:47+02:00
DOI: 10.15468/dl.y85pa7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tectidrilus pranzoi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040552-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30834572
title: See ESM-informations_Hemelsdael-et-al.docx from Skull and Inner Ear Morphometrics in Sheep and Goats: Species and Breed Differentiation with Bioarchaeological Applications

description: See ESM-informations_Hemelsdael-et-al.docx
DOI: 10.6084/m9.figshare.30834572.v1
title: See ESM-informations_Hemelsdael-et-al.docx from Skull and Inner Ear Morphometrics in Sheep and Goats: Species and Breed Differentiation with Bioarchaeological Applications

description: See ESM-informations_Hemelsdael-et-al.docx
DOI: 10.6084/m9.figshare.30834593
title: Supplementary Material from Skull and Inner Ear Morphometrics in Sheep and Goats: Species and Breed Differentiation with Bioarchaeological Applications

description: Code_and_data_for_reviewers_Hemelsdael_et_al.zip
DOI: 10.6084/m9.figshare.30834593.v1
title: Supplementary Material from Skull and Inner Ear Morphometrics in Sheep and Goats: Species and Breed Differentiation with Bioarchaeological Applications

description: Code_and_data_for_reviewers_Hemelsdael_et_al.zip
DOI: 10.6084/m9.figshare.30834596
title: Supplementary Material from Skull and Inner Ear Morphometrics in Sheep and Goats: Species and Breed Differentiation with Bioarchaeological Applications

description: SI-table3_Comparison_angle_skull_SCC.xlsx
DOI: 10.6084/m9.figshare.30834596.v1
title: Supplementary Material from Skull and Inner Ear Morphometrics in Sheep and Goats: Species and Breed Differentiation with Bioarchaeological Applications

description: SI-table3_Comparison_angle_skull_SCC.xlsx
DOI: 10.6084/m9.figshare.30834602
title: Supplementary Material from Skull and Inner Ear Morphometrics in Sheep and Goats: Species and Breed Differentiation with Bioarchaeological Applications

description: SI-table2_Detailled-Landmarks_Skull_SCC_cl.xlsx
DOI: 10.6084/m9.figshare.30834602.v1
title: Supplementary Material from Skull and Inner Ear Morphometrics in Sheep and Goats: Species and Breed Differentiation with Bioarchaeological Applications

description: SI-table2_Detailled-Landmarks_Skull_SCC_cl.xlsx
DOI: 10.5281/zenodo.17866850
title: Wiener Zeitung 1756

description: All issues from 1756, scanned pages taken from ONB
DOI: 10.5281/zenodo.17866851
title: Wiener Zeitung 1756

description: All issues from 1756, scanned pages taken from ONB
DOI: 10.25934/pr00001432.0
title: Data Package for study.

description: The purpose of this study is to compare gefitinib with carboplatin / paclitaxel doublet chemotherapy given as first line treatment in terms of progression free survival in selected NSCLC patients with the objective of demonstrating non-inferiority.
DOI: 10.17870/bathspa.30775121
title: <i>word-process-object </i>Evaluation Document

description: <i>word-process-object </i>practice symposiumEvaluation Document: Reflections on the symposium by participants and leads.
DOI: 10.17870/bathspa.30775121.v1
title: <i>word-process-object </i>Evaluation Document

description: <i>word-process-object </i>practice symposiumEvaluation Document: Reflections on the symposium by participants and leads.
DOI: 10.17026/ar/u1sssa
title: PAN-00178602 - rectangular/trapezium shaped single looped buckle

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00178602&lt;/p&gt;
description: Modified: 2025-10-21T08:34:56+02:00
DOI: 10.17870/bathspa.30774233
title: RPA_Book design and supporting materials

description: This item consists of four folders, each of which contains materials that document the research process followed in the production of the collage/poem series:<b>Folder 1:</b> RPA_Book design + RPA_Reflective Journal <b>Folder 2:</b> RPA_Source texts (x 28) <b>Folder 3:</b> NG_Text selections (x 7) <b>Folder 4</b><b>:</b><b> </b>RPA_Poem documents (x 28)
DOI: 10.17870/bathspa.30774233.v1
title: RPA_Book design and supporting materials

description: This item consists of four folders, each of which contains materials that document the research process followed in the production of the collage/poem series:<b>Folder 1:</b> RPA_Book design + RPA_Reflective Journal <b>Folder 2:</b> RPA_Source texts (x 28) <b>Folder 3:</b> NG_Text selections (x 7) <b>Folder 4</b><b>:</b><b> </b>RPA_Poem documents (x 28)
DOI: 10.15468/dl.g2v2fr
title: Occurrence Download

description: A dataset containing 176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalassodrilides gurwitschi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 176 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040553-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h6vhvr
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Gyalidea diaphana"
 ]
}

 The dataset includes 37 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040554-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x46wkp
title: Occurrence Download

description: A dataset containing 355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "Geometry POLYGON((6.48709 43.76217,9.57817 43.76217,9.57817 46.29636,8.25978 46.51328,6.48709 46.29636,6.48709 43.76217))",
 "HasGeospatialIssue is false",
 "TaxonKey is Osmunda regalis"
 ]
}

 The dataset includes 355 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040555-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17870/bathspa.30774419
title: RPA_Voices workshop

description: Voices workshop in collaboration with psychologists, Dr Agata Vitale and Dr Helena Enright.This workshop arose from a discussion between Wilson and Agata Vitale, started in the evaluation session of the <i>word-process-object</i> symposium. Wilson proposed RPA methods, in the context of Bogost’s work on play, as an alternative to more established Art Therapy methods. Could the process be a gateway to a deeper engagement with materials, opening up the possibility of the Bogostian playground and game playing as a meaning-making activity?
DOI: 10.17870/bathspa.30774419.v1
title: RPA_Voices workshop

description: Voices workshop in collaboration with psychologists, Dr Agata Vitale and Dr Helena Enright.This workshop arose from a discussion between Wilson and Agata Vitale, started in the evaluation session of the <i>word-process-object</i> symposium. Wilson proposed RPA methods, in the context of Bogost’s work on play, as an alternative to more established Art Therapy methods. Could the process be a gateway to a deeper engagement with materials, opening up the possibility of the Bogostian playground and game playing as a meaning-making activity?
DOI: 10.17026/ar/egbfhl
title: PAN-00180247 - pinch lead

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00180247&lt;/p&gt;
description: Modified: 2025-10-14T10:48:27+02:00
DOI: 10.15468/dl.jhmy7x
title: Occurrence Download

description: A dataset containing 363061 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fourth Finnish Bird Atlas 2022–2025, observations from FinBIF Notebook"
 ]
}

 The dataset includes 363061 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040549-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvn9sp
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abyssidrilus profundus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040557-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17866929
title: LINF_300012300

description: CDC16-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.17866930
title: LINF_300012300

description: CDC16-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.2zvct5
title: Occurrence Download

description: A dataset containing 91158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Chordeiles acutipennis)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 91158 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040523-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ar/yvabgx
title: PAN-00170783 - symmetrical buckle with simple integral bar, round

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00170783&lt;/p&gt;
description: Modified: 2025-10-28T09:09:34+01:00
DOI: 10.48527/wb9ogt/3urwq3
title: NYMPHE.WP2-WP4.BenchScale_Bioluminescence.tab

description: Results on the bacteria bioluminescence
DOI: 10.48527/wb9ogt/m98alu
title: NYMPHE.WP2-WP4.BenchScale_Daphnia.tab

description: Results on Daphnia immobilization
DOI: 10.48527/wb9ogt/2ydbqa
title: NYMPHE.WP2-WP4.BenchScale_Lettuce.tab

description: Results on Lettuce root growth
DOI: 10.48527/wb9ogt/4xk32l
title: NYMPHE.WP2-WP4.BenchScale_Nitrification.tab

description: Results on nitrification activity
DOI: 10.48527/wb9ogt/xdl0oa
title: NYMPHE.WP2-WP4.BenchScale_Microalgae.tab

description: Results on microalgae growth
DOI: 10.48527/wb9ogt/k0lfly
title: NYMPHE.WP2-WP4.BenchScale_ChemicalAnalyses.csv

description: Results of the chemical quantification
DOI: 10.48527/wb9ogt/d6wiki
title: Readme.txt

description: :unav
DOI: 10.48527/wb9ogt
title: NYMPHE.WP2-WP4. Efficiency of bench scale removal of multiple micropollutants by sequential assemblies of microbial communities and clams

description: This dataset contains data collected during laboratory-scale experiments where the capacity of assemblies comprising microbial communities (in a METLand system) and clams (Asian clam, Corbicula fluminea) or bivalve shells to efficiently remove contaminants from wastewater was assessed. The dataset comprises: raw and minimally processed data concerning the quantifications of concentrations of several micropollutants in water and minimally processed data concerning the ecotoxicological assessment made in parallel to the micropollutants removal assessment; extended metadata information concerning experimental conditions, analytic details and data processing procedures. This dataset was produced within the scope of Task 2.1 in work package 2 of the EU project NYMPHE, aiming at testing the combination of biologics at the laboratory scale; with the support of ecotoxicological assessment, which is under the scope of Task 4.2 in WP4. Within the project, the data provides information for understanding the potential of sequential assemblies of microbial and animal biologics to treat wastewater, meeting the objectives of WP2 and feeding the rational establishment of upscaled experiments in WP4. Outside the project, the dataset can be useful for future research where bioremediation strategies using assemblies of bioremediation agents is focused, as background information.
DOI: 10.60893/figshare.apl.30687029
title: Supplement 1

description: Supplementary Materials including Figure S1-S4, Table S1-S2 and Materials and methods
DOI: 10.60893/figshare.apl.30687029.v1
title: Supplement 1

description: Supplementary Materials including Figure S1-S4, Table S1-S2 and Materials and methods
DOI: 10.15468/dl.gtu9jj
title: Occurrence Download

description: A dataset containing 138728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asclepias syriaca, Amorpha fruticosa)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Unknown evidence, Machine Observation, Occurrence evidence)",
 "Year is greater than or equal to 1971",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 5000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 138728 records from 588 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040538-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.apl.30694823
title: Additional Material for Reviewer

description: a revised version of supplementary material
DOI: 10.60893/figshare.apl.30694823.v1
title: Additional Material for Reviewer

description: a revised version of supplementary material
DOI: 10.60893/figshare.apl.30694835
title: Clean Supplementary Material

description: Longer and more detailed description of this file
DOI: 10.60893/figshare.apl.30694835.v1
title: Clean Supplementary Material

description: Longer and more detailed description of this file
DOI: 10.5281/zenodo.17866530
title: Behaviour boundary theory

description: Classical supply and demand models assume that price and quantity operate freely within the mathematically defined positive quadrant. However, real markets demonstrate robust non-negative constraints that arise not only from mathematics but also from human behaviour. This paper introduces the concept of a Behavioural Boundary: an invisible but binding condition that prevents price, quantity, and profit from entering negative regions. This boundary emerges because producers avoid negative profits, consumers avoid negative utility, and both sides require minimum regular supply. We formalize this idea using the absolute value function and explore its implications for market behaviour and equilibrium.
DOI: 10.5281/zenodo.17866531
title: Behaviour boundary theory

description: Classical supply and demand models assume that price and quantity operate freely within the mathematically defined positive quadrant. However, real markets demonstrate robust non-negative constraints that arise not only from mathematics but also from human behaviour. This paper introduces the concept of a Behavioural Boundary: an invisible but binding condition that prevents price, quantity, and profit from entering negative regions. This boundary emerges because producers avoid negative profits, consumers avoid negative utility, and both sides require minimum regular supply. We formalize this idea using the absolute value function and explore its implications for market behaviour and equilibrium.
DOI: 10.15468/dl.9fx58w
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Gyalidea diaphana"
 ]
}

 The dataset includes 37 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040560-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3cuta
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adelodrilus borceai",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040558-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k5jpds
title: Occurrence Download

description: A dataset containing 1329 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.23.31_2",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 1329 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040561-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/icpsr38986.v2
title: Federal Justice Statistics Program: Charges Filed Against Defendants in Criminal Cases in District Court - Terminated, 2022
title: Version 2

description: The data contain records of charges filed against defendants whose cases were terminated by United States attorneys in United States district court during fiscal year 2022. The data are charge-level records, and more than one charge may be filed against a single defendant. The data were constructed from the Executive Office for United States Attorneys (EOUSA) Central Charge file. The charge-level data may be linked to defendant-level data (extracted from the EOUSA Central System file) through the CS_SEQ variable, and it should be noted that some defendants may not have any charges other than the lead charge appearing on the defendant-level record. The Central Charge and Central System data contain variables from the original EOUSA files as well as additional analysis variables. Variables containing identifying information (e.g., name, Social Security Number) were either removed, coarsened, or blanked in order to protect the identities of individuals. These data are part of a series designed by Abt Associates and the Bureau of Justice Statistics. Data and documentation were prepared by Abt Associates.
description: Datasets: 
DS1: Federal Justice Statistics Program: Charges Filed Against Defendants in Criminal Cases in District Court - Terminated, 2022
description: Charges filed against defendants whose cases were terminated in United States district court during fiscal year 2022.
DOI: 10.3886/icpsr38986
title: Federal Justice Statistics Program: Charges Filed Against Defendants in Criminal Cases in District Court - Terminated, 2022
title: Archival Version

description: The data contain records of charges filed against defendants whose cases were terminated by United States attorneys in United States district court during fiscal year 2022. The data are charge-level records, and more than one charge may be filed against a single defendant. The data were constructed from the Executive Office for United States Attorneys (EOUSA) Central Charge file. The charge-level data may be linked to defendant-level data (extracted from the EOUSA Central System file) through the CS_SEQ variable, and it should be noted that some defendants may not have any charges other than the lead charge appearing on the defendant-level record. The Central Charge and Central System data contain variables from the original EOUSA files as well as additional analysis variables. Variables containing identifying information (e.g., name, Social Security Number) were either removed, coarsened, or blanked in order to protect the identities of individuals. These data are part of a series designed by Abt Associates and the Bureau of Justice Statistics. Data and documentation were prepared by Abt Associates.
description: Datasets: 
DS1: Federal Justice Statistics Program: Charges Filed Against Defendants in Criminal Cases in District Court - Terminated, 2022
description: Charges filed against defendants whose cases were terminated in United States district court during fiscal year 2022.
DOI: 10.6084/m9.figshare.30833921
title: Enhanced anti-tumor efficacy of prNK-lysin delivered by injectable pH-responsive hydrogel in the treatment of orthotopic breast cancer

description: The dataset contains computational data related to the paper <b>"Enhanced anti-tumor efficacy of prNK-lysin delivered by injectable pH-responsive hydrogel in the treatment of orthotopic breast cancer"</b>. Specifically, it includes: 1) in vitro cell experiments; 2) in vitro drug release experiments; 3) in vivo anti-tumor experiments; 4) biosafety evaluation data.
DOI: 10.6084/m9.figshare.30833921.v1
title: Enhanced anti-tumor efficacy of prNK-lysin delivered by injectable pH-responsive hydrogel in the treatment of orthotopic breast cancer

description: The dataset contains computational data related to the paper <b>"Enhanced anti-tumor efficacy of prNK-lysin delivered by injectable pH-responsive hydrogel in the treatment of orthotopic breast cancer"</b>. Specifically, it includes: 1) in vitro cell experiments; 2) in vitro drug release experiments; 3) in vivo anti-tumor experiments; 4) biosafety evaluation data.
DOI: 10.17026/ar/8u1pki
title: PAN-00166341 - Roman rectangular window glass

description: &lt;p&gt;This find is registered at Portable Antiquities of the Netherlands with number PAN-00166341&lt;/p&gt;
description: Modified: 2025-11-03T12:41:06+01:00
DOI: 10.15468/dl.gmq29p
title: Occurrence Download

description: A dataset containing 21189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.54964 41.68005,2.37438 41.68178,2.37206 41.58079,2.55041 41.57906,2.54964 41.68005))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2020-2025"
 ]
}

 The dataset includes 21189 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040563-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.