cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48338/vu01-hi67kl
title: VOC GM NER corpus

description: Corpus and training data for Named-Entity Recognition from the VOC General Letters.

The corpus consist of a selection of letters from the Generale Missiven, a subset of the Overgebleven Brieven en Papieren corpus of the United East India Company (VOC). These letters were reports sent by governor generals and administrators of the VOC to the board, from locations where the VOC was active (Indonesia and other parts of Asia as well as South Africa). The letters for the current corpus were edited and digitalized by the Huygens Institute of Netherlands History between 1960 and 2007 as part of the Rijks Geschiedkundige Publicatiën (RGP) series. In this edition, letters were transcribed in part, while other parts were summarized.

The data in the current package consist of a selection of these letters, spread in time, where the original text and modern additions (notes and passage summaries) are extracted into separate documents to allow for training on either the historical text or modern additions. 

The entities identified in the data are: persons, locations, organisations (mainly the VOC itself) and ships. These are completed with forms derived from location or religion names.

The 'corpus' folder contains files for the historical text and modern notes of each letter, in CoNLL 2002 format, taking paragraphs or separate notes as units for segmentation. The 'datasplit_all_standard' folder contains training, validation and test data for the 'standard' NER experiment on all the data referred in the companion publication, splitting sequences longer than 256 subtokens.

For more information, see Arnoult et. al, 2021. Batavia asked for advice. Pretrained language models for Named Entity Recognition in historical texts. In Proceedings of the 5th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature. 
Code, intermediary data and more information on the collection process can be found on the cltl/voc-missives package on Zenodo and GitHub.
DOI: 10.48338/vu01-l1jai7
title: Responsible Supervision: Pseudonymised transcripts focus groups

description: This folder contains the pseudonymised transcripts of the focus groups with PhD candidates and supervisors conducted as part of the Responsible Supervision project.
DOI: 10.48338/vu01-t4r2as
title: Responsible Supervision: Raw recordings focus groups 

description: This folder contains the raw recordings of the focus groups with PhD candidates and supervisors conducted as part of the responsible supervision project.
DOI: 10.5281/zenodo.10060074
title: Structure classification of glass-forming liquids by graph neural networks: Explaining predictions with the Self-Attention mechanism

description: This repository includes the dataset and Python scripts used in the article, "Structure classification of glass-forming liquids by graph neural networks: Explaining predictions with the Self-Attention mechanism". The repository also includes source data of figures in the article.
DOI: 10.48338/vu01-1c9qeg
title: Strategy-identity dynamics in a Dutch bank 

description: Qualitative data set related to PhD research studying strategy-identity change in a Dutch bank, collected from 2019-2021.
DOI: 10.48338/vu01-srozt8
title: Party political contestation of the liberal international order

description: NWO project
DOI: 10.5281/zenodo.10060075
title: Structure classification of glass-forming liquids by graph neural networks: Explaining predictions with the Self-Attention mechanism

description: This repository includes the dataset and Python scripts used in the article, "Structure classification of glass-forming liquids by graph neural networks: Explaining predictions with the Self-Attention mechanism". The repository also includes source data of figures in the article.
DOI: 10.48338/vu01-3a4mgy
title: Governing Apart Together! The Structure, Process and Quality of Modern, Traditional and Dual Governance of Traditional Societies in Suriname

description: The research is about the role of good governance in dual governance authority in Suriname. The folder contains the following data: questionnaires and topic list, voice recording of interviews and transcribed interviews. The data is private.
DOI: 10.48338/vu01-lrqnnp
title: Interview data for the PhD project: "The role of the Bank for International Settlements  in the Global Financial Architecture: The Socialisation of Peripheral Countries"

description: Interview documents, such as transcripts, consent forms and other related field documents covering three country cases studies: Chile, Malaysia and Turkey.
DOI: 10.48338/vu01-y8ix6b
title: Research project of Chinese (migrant) motherhood experiences in urban China and the Netherlands

description: The data package contains all the documents of METc application procedure, fieldwork recordings and transcripts, and participants' socio-demographic information.
DOI: 10.6084/m9.figshare.25265749
title: <b>Wood-inspired metamaterial catalyst for robust and high-throughput water purification</b>

description: The dataset includes the manufacturing deviation, compressive modulus, yield strength, fluid flow rate, pressure drop, permeability, normalized degradation kinetics constant experimental results and partial calculation results of 3D-printed SS/Co-based metamaterial catalysts, as well as X-ray photoelectron spectroscopy and electron paramagnetic resonance characterization results of the catalysts.
DOI: 10.6084/m9.figshare.25265749.v3
title: <b>Wood-inspired metamaterial catalyst for robust and high-throughput water purification</b>

description: The dataset includes the manufacturing deviation, compressive modulus, yield strength, fluid flow rate, pressure drop, permeability, normalized degradation kinetics constant experimental results and partial calculation results of 3D-printed SS/Co-based metamaterial catalysts, as well as X-ray photoelectron spectroscopy and electron paramagnetic resonance characterization results of the catalysts.
DOI: 10.6084/m9.figshare.25265749.v2
title: <b>Wood-inspired metamaterial catalyst for robust and high-throughput water purification</b>

description: The dataset includes the manufacturing deviation, compressive modulus, yield strength, fluid flow rate, pressure drop, permeability, normalized degradation kinetics constant experimental results and partial calculation results of 3D-printed SS/Co-based metamaterial catalysts, as well as X-ray photoelectron spectroscopy and electron paramagnetic resonance characterization results of the catalysts.
DOI: 10.48338/vu01-h22r5m
title: Risks and opportunities to development in Africa: a local perspective

description: This folder contains the contains the stata do files for data cleaning and analysis, questionnaires and interviewer field manuals for the thesis "Risks and opportunities to development in Africa" by Koen Leuveld.

This data package serves as an example; the original (referenced by the thesis itself) is hosted at 4TU: https://doi.org/10.4121/21456453.v1
DOI: 10.48338/vu01-wssycc
title: Risks and opportunities to development in Africa: a local perspective

description: This folder contains the data files for the thesis "Risks and opportunities to development in Africa" by Koen Leuveld. It contains two subfolders:
- Public: for each chapter, it contains the stata do files for data cleaning and analysis, questionnaires and interviewer field manuals.
- Private: contains the data, for which the respondents did not consent to publication.
DOI: 10.48338/vu01-mzkad4
title: Interviews and focusgroups

description: This folder contains transcripts and informed consent forms of 14 interviews and 2 focus groups with Dutch ethnic minority women. Data were collected as part of the project: "When Culture Meets Gender in the Consultation Room." Access to this data is closed, as it concerns highly sensitive information. Data from the 14 interviews were used in the following publication: Ahmad, M. (2023). "You don't want to be perceived as wild and unruly": How ethnic minority women experience and negotiate their autonomy within honor-related contexts. Social Sciences. https://doi.org/10.3390/socsci12100575
DOI: 10.48338/vu01-kbegsn
title: Annual reports of fundraising organizations in the Netherlands for 2020

description: Folder with annual reports of registered fundraising nonprofit organizations in the Netherlands. More information about the project in which these data were collected is available at https://osf.io/7s65w/
DOI: 10.48338/vu01-5ty3te
title: Strengthening internal reporting systems: A qualitative study into the role of Dutch confidential advisors 

description: Organizations – public as well as private ones – continue to struggle with the correction and prevention of integrity violations. In this regard, specific attention in the Netherlands has been given to the confidential advisor (CA), who supports reporters, informs employees on integrity policies, and signals to management about integrity risks and trends in internal reporting. To further strengthen the internal reporting systems of organizations, a legislative proposal has been submitted in the Dutch Parliament with the aim of requiring all organizations with a minimum of 50 employees to appoint at least one CA. In light of the new law, the goal of this study is to examine how CAs perform their tasks in practice, and to what extent they can contribute to the strengthening of internal reporting systems. The study finds that CAs lay most emphasis on supporting reporters by advising them on integrity issues, yet often at the expense of the informing of employees and signalling to management. These findings have important academic and practical implications. For scholars, it gives new insight into an important element of internal reporting systems. For CAs, it shows that they should perform their three roles in an integrated manner to be the most effective.
DOI: 10.48338/vu01-pih2gh
title: Raw data of Deutsche Boerse for #Fincap

description: Raw data of Deutsche Boerse that were uses in #Fincap project (Publication: Non-Standard Errors in Journal of Finance, 2023)
DOI: 10.48338/vu01-fa79yh
title: Exploratory study of temporary agency workers' career self-management

description: This dataset was used in paper "Seeking stability in unstable employment: An exploratory study of temporary agency workers’ career self-management" published in Journal of Vocational Behavior (https://doi.org/10.1016/j.jvb.2023.103877). It contains 27 subjects from workers who work as agency temps. The data consists of interview recordings and transcripts. The data was collected between 24th  April 2020 and 10th October 2021 years. The dataset contains sensitive data and cannot be shared for re-use.
DOI: 10.48338/vu01-osnwm6
title: Interview data for "Pivoting or persevering"

description: Interviews and documents for five cases used in Berends, H., van Burg, E., & Garud, R. (2021). Pivoting or persevering with venture ideas: Recalibrating temporal commitments. Journal of Business Venturing, 36(4), 106126.
DOI: 10.48338/vu01-o79n6k
title: Resourcing with data: Unpacking the process of creating data-driven value propositions

description: This directory contains all the raw data that were reported in the final version of the paper: https://doi.org/10.1016/j.jsis.2022.101744. 

Data are ordered chronologically. Please refer to "Index.xlsx" for a description of data.
DOI: 10.48338/vu01-dzniyd
title: Dataset of project - The competitive effects of financial and fiscal institutional arbitrage opportunities: evidence from cross-border M&As

description: This dataset was used in paper "The competitive effects of financial and fiscal institutional arbitrage opportunities: evidence from cross-border M&As"  published in Long Range Planning (https://doi.org/10.1016/j.lrp.2023.102324). The dataset includes information about rivals' corporate responses to horizontal cross-border M&As in the manufacturing industry between 1999 and 2014. The dataset contains sensitive data and cannot be shared for re-use.
DOI: 10.48338/vu01-fnz7m7
title: Vulnerable in Amsterdam: The organisation and effects of support to vulnerable groups during and after the corona-crisis

description: This study addresses the provision of care to people in vulnerable positions during the Covid-19 crisis. First, we focus on how the crisis impacted these people, and how the organization of support to these vulnerable people changed during the crisis. Next, we describe the moral dilemma’s careproviders had to deal with during the crisis. A third topic concerns digital innovation (e-health) during the crisis and how that was done differently by three different organizations. The fourth topic deals with how collective action to organize support for these vulnerable people unfolded. Finally, through six design sessions we developed practical solutions based on our findings. These solutions address digital transformation, how to deal with moral dilemmas, and collective action during crisis.
DOI: 10.57707/fmi-b2share.f82603e69cea49b888f94d0e8a85e787
title: Data and code for "Long-term aerosol particle depolarization ratio measurements with Halo Doppler lidar" by Viet Le et al. (2023)

description: Processing code and datasets used for creating the figures in "Long-term aerosol particle depolarization ratio measurements with Halo Doppler lidar".
description: DopplerLidarData_location.tar.gz: 4 archive files (in tar.gzipped format) containing Halo Doppler lidar, one for each location, with each archive file containing daily files which are in the self-describing netCDF format. Note that the archive for Hyytiälä contains Doppler lidar data from 2 instruments operated at different times. The instrument serial number (id) is present in the netCDF file name and in the global attributes within in each netCDF file.

WeatherStationData.tar.gz: archive file (in tar.gzipped format) containing weather station data for each location in 6-monthly CSV files with the following columns (in Finnish) 
Vuosi,Kk,Pv,Klo,Aikavyöhyke,Pilvien määrä (1/8),Suhteellinen kosteus (%),Sateen intensiteetti (mm/h),Ilman lämpötila (degC)

which translate in English as
Year, Month, Day, Time, Timezone, Cloud cover (oktas), Relative humidity (%), Precipitation intensity (mm hr-1), Air temperature (degrees Celsius)

HaloDopplerLidar-AerosolIdentification-main.zip: archive file (in zip format) containing the version of the "Halo Doppler lidar Aerosol Identification Algorithm" processing code used to generate the products in the manuscript. The latest version of this code is also available in Github (https://github.com/vietle94/HaloDopplerLidar-AerosolIdentification).
DOI: 10.34740/kaggle/dsv/7678616
title: COVID Vaccination in World (updated daily)
DOI: 10.6084/m9.figshare.24579853.v2
title: In vivo ultrasound-induced luminescence molecular imaging

description: Source Data for Figures and Supplementary Figures
DOI: 10.15468/gddhs8
title: 2007-2022_nibr_simpl_uc

description: 2007-2022_nibr_simpl_uc data
DOI: 10.5281/zenodo.10639655
title: Data supporting publication: Surface-Enhanced Raman Scattering in BIC-Driven Semiconductor Metasurfaces

description: This repository includes the data corresponding to the figures shown in the journal article entitled "Surface-Enhanced Raman Scattering in BIC-Driven Semiconductor Metasurfaces", published in Advanced Optical Materials. 
description: This work was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under grant numbers EXC 2089/1 –390776260 (Germany’s Excellence Strategy) and TI 1063/1 (Emmy Noether Program), the Bavarian program Solar Energies Go Hybrid (SolTech), and the Center for NanoScience (CeNS). A.K.P and A.S. acknowledge the Alexander von Humboldt Foundation for the post-doctoral fellowship. S.A. Maier additionally acknowledges the EPSRC (EP/W017075/1), the Australian Research Council, and the Lee-Lucas Chair in Physics. Funded by the European Union (ERCs, CATALIGHT 802989 and METANEXT 101078018). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Council Executive Agency. Neither the European Union nor the granting authority can be held responsible for them.
DOI: 10.5281/zenodo.10639656
title: Data supporting publication: Surface-Enhanced Raman Scattering in BIC-Driven Semiconductor Metasurfaces

description: This repository includes the data corresponding to the figures shown in the journal article entitled "Surface-Enhanced Raman Scattering in BIC-Driven Semiconductor Metasurfaces", published in Advanced Optical Materials. 
description: This work was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) under grant numbers EXC 2089/1 –390776260 (Germany’s Excellence Strategy) and TI 1063/1 (Emmy Noether Program), the Bavarian program Solar Energies Go Hybrid (SolTech), and the Center for NanoScience (CeNS). A.K.P and A.S. acknowledge the Alexander von Humboldt Foundation for the post-doctoral fellowship. S.A. Maier additionally acknowledges the EPSRC (EP/W017075/1), the Australian Research Council, and the Lee-Lucas Chair in Physics. Funded by the European Union (ERCs, CATALIGHT 802989 and METANEXT 101078018). Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or the European Research Council Executive Agency. Neither the European Union nor the granting authority can be held responsible for them.
DOI: 10.15468/dl.mea4qm
title: Occurrence Download

description: A dataset containing 224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buergeria robusta (Boulenger, 1909)"
 ]
}

 The dataset includes 224 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001465-150811131857512/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsen5c
title: Occurrence Download

description: A dataset containing 108 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kinosternon alamosae Berry & Legler, 1980"
 ]
}

 The dataset includes 108 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084147-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nsc4ex
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ateles hybridus I.Geoffroy Saint-Hilaire, 1829",
 "DatasetKey is NMNH occurrence DwC-A"
 ]
}

 The dataset includes 61 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012763-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r6ax9
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polylepis australis Bitter"
 ]
}

 The dataset includes 117 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006956-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7fspw
title: Occurrence Download

description: A dataset containing 40659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arundo donax L."
 ]
}

 The dataset includes 40659 records from 355 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0314309-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dba4dw
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Octopus tehuelchus d'Orbigny"
 ]
}

 The dataset includes 70 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0084141-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fanwi9
title: Occurrence Download

description: A dataset containing 16133 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sergestidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16133 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012766-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.khu4ek
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuculus poliocephalus Latham, 1790",
 {
 "or" : [
 "Month is January",
 "Month is December"
 ]
 }
 ]
}

 The dataset includes 33 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001466-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5h5v6
title: Occurrence Download

description: A dataset containing 1888 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Benin",
 "Country is Burkina Faso",
 "Country is Togo",
 "Country is Côte d’Ivoire",
 "Country is Nigeria",
 "Country is Ghana",
 "Country is Liberia",
 "Country is Guinea",
 "Country is Guinea-Bissau",
 "Country is Gambia",
 "Country is Sierra Leone",
 "Country is Niger",
 "Country is Mali",
 "Country is Senegal"
 ]
 },
 "TaxonKey is Pseudocedrela kotschyi (Schweinf.) Harms"
 ]
}

 The dataset includes 1888 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059634-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5asqv6
title: Occurrence Download

description: A dataset containing 5533 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((6.125 51.275,6.175 51.275,6.175 51.325,6.125 51.325,6.125 51.275))",
 "DatasetKey is Observation.org, Nature data from around the World",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 5533 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0307270-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwww2j
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonioinfradens paucidentatus (A.Milne-Edwards, 1861)"
 ]
}

 The dataset includes 73 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001466-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fhmgwu
title: Occurrence Download

description: A dataset containing 3015 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chlorostilbon auriceps (Gould, 1852)"
 ]
}

 The dataset includes 3015 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0289875-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.