cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14604077
title: MORFEEdb, a comprehensive catalog of SNVs affecting upstream ORFs in human 5'UTRs

description: MORFEEdb is a  database containing all possible single nucleotide variants (SNVs) creating or altering upORFs(upORF-SNVs). 

MORFEEdb was obtained by first performing  a mutational saturation of the 5’UTR of 55 304 transcripts from ~17 000 coding genes where each position in the 5’UTR was in silico mutated withthe 3 alternative nucleotides. The resulting generated VCF files for all transcripts were then annotated with theMORFEE program as described in doi: https://doi.org/10.1101/2024.10.07.616631

The vcf  files resulting from the whole genome 5'UTR mutational saturation are included in the results_per_transcripts.zip archive
DOI: 10.15468/dl.rebfr4
title: Occurrence Download

description: A dataset containing 236 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paraplagusia japonica (Temminck & Schlegel, 1846)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 236 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058012-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ygcxj
title: Occurrence Download

description: A dataset containing 4206 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Pinus cembra L."
 ]
}

 The dataset includes 4206 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058013-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wzzkw6
title: Occurrence Download

description: A dataset containing 130 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudopleuronectes herzensteini (Jordan & Snyder, 1901)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 130 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058014-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvgejw
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plagusia japonica Temminck & Schlegel, 1846",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058015-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24377/ljmu.d.00000198
title: The Digital Turn: Exploring the Social Value of Liverpool Cathedral's Online Music Outreach Programme during the Covid-19 Pandemic

description: This project seeks to understand the value of online music making and participation during the “Digital Turn”, with specific focus on Liverpool Cathedral’s School of Music’s outreach programme, which encompasses a significant range of activities and has continued online and/or in blended form since the beginning of the pandemic in March 2020. Freshly emerging research across the music disciplines focuses predominantly on the devastating impact of the pandemic on the creative industries in the UK (Impact of Covid-19 project 2021), Wales (Carr 2021), Liverpool (Anderson and Flynn 2020) and elsewhere, including its impact on cultural participation (The Audience Agency 2020), employment (O’Brien, Taylor and Owen 2020) and cultural workers’ experiences (Gray, Wright, and Centre for Cultural Value 2021) in order to highlight the challenges faced by cultural practitioners, organisations and audiences. Many cultural organisations and practitioners have responded rapidly to these challenges by creating opportunities for online cultural engagement (e.g. Rendell 2020), yet research on the actual value of online music making and participation is still in its infancy (indeed, a quick Google Scholar search does not conjure any results, except in the context of music therapy). Most existing research on music outreach and participation takes place in the offline world, including evaluations of El Sistema-inspired programmes (Creech et al. 2016) or the In Harmony programmes in the UK (Nordicity 2020) and Liverpool (Burns 2019). Indeed, research about online music making and participation is still rare, and the project seeks to address this critical research gap.
description: online questionnaire
DOI: 10.15468/dl.634des
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Chinese Taipei, Hong Kong, China)",
 "TaxonKey is Austruca lactea (De Haan, 1835)",
 "Year 2022-2025"
 ]
}

 The dataset includes 381 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058016-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/30359
title: Chandra X-ray Observatory ObsId 30359

description: The sounds of feedback: deep and wide imaging of the cool core of the Perseus cluster
DOI: 10.15468/dl.cmz7cx
title: Occurrence Download

description: A dataset containing 101711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.20_1",
 "Geometry POLYGON((72.11516 24.35982,70.81383 22.60096,72.04667 19.27519,73.27952 14.69133,74.44387 13.29574,77.11503 13.89489,79.92317 16.07807,81.22451 19.08112,82.8683 21.52188,82.93679 24.04747,81.08753 25.10631,76.84106 25.66322,74.03292 25.53968,72.66309 25.53968,72.11516 24.35982))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is NT",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 101711 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058000-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vdquks
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Makaira mazara (Jordan & Snyder, 1901)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058017-241126133413365/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.28142549
title: Daphnia growth experiments data

description: Controlled growth experiments on daphnia magna at two mean temperatures, two regimes of temperature variance, two food quality and two food concentration
DOI: 10.6084/m9.figshare.28142549.v1
title: Daphnia growth experiments data

description: Controlled growth experiments on daphnia magna at two mean temperatures, two regimes of temperature variance, two food quality and two food concentration
DOI: 10.5281/zenodo.14381732
title: Full quality images for the Supplementary Material for Fast 3D Gaussian Splatting Rendering via Easily Integrable Improvements

description: This dataset contains the full quality (full resolution, lossless compression) renders and ground truth images for the Supplementary Material for Fast 3D Gaussian Splatting Rendering via Easily Integrable Improvements, by Laurens Diels, Michiel Vlaminck, Wilfried Philips and Hiep Luong (DOI: 10.1109/lsp.2024.3521379).For information on the file naming scheme, we refer to __README__.txt inside of the zip file.References:* 3D Gaussian Splatting: B. Kerbl, G. Kopanas, T. Leimkühler, and G. Drettakis, “3D Gaussian Splatting for Real-Time Radiance Field Rendering,” ACM Trans. Graph., vol. 42, no. 4, pp. 139–1, 2023. https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/* Mip-NeRF 360 (Bicycle, Garden, Stump): J. T. Barron, B. Mildenhall, D. Verbin, P. P. Srinivasan, and P. Hedman, “Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022, pp. 5470–5479. https://jonbarron.info/mipnerf360/* Tanks and Temples (Train): A. Knapitsch, J. Park, Q.-Y. Zhou, and V. Koltun, “Tanks and Temples: Benchmarking Large-Scale Scene Reconstruction,” ACM Transactions onGraphics (ToG), vol. 36, no. 4, pp. 1–13, 2017.https://www.tanksandtemples.org/* Deep Blending (Playroom): P. Hedman, J. Philip, T. Price, J.-M. Frahm, G. Drettakis, and G. Brostow, “Deep Blending for Free-Viewpoint Image-Based Rendering,” ACM Transactions on Graphics (ToG), vol. 37, no. 6, pp. 1–15, 2018.http://visual.cs.ucl.ac.uk/pubs/deepblending/
DOI: 10.5281/zenodo.14381733
title: Full quality images for the Supplementary Material for Fast 3D Gaussian Splatting Rendering via Easily Integrable Improvements

description: This dataset contains the full quality (full resolution, lossless compression) renders and ground truth images for the Supplementary Material for Fast 3D Gaussian Splatting Rendering via Easily Integrable Improvements, by Laurens Diels, Michiel Vlaminck, Wilfried Philips and Hiep Luong (DOI: 10.1109/lsp.2024.3521379).For information on the file naming scheme, we refer to __README__.txt inside of the zip file.References:* 3D Gaussian Splatting: B. Kerbl, G. Kopanas, T. Leimkühler, and G. Drettakis, “3D Gaussian Splatting for Real-Time Radiance Field Rendering,” ACM Trans. Graph., vol. 42, no. 4, pp. 139–1, 2023. https://repo-sam.inria.fr/fungraph/3d-gaussian-splatting/* Mip-NeRF 360 (Bicycle, Garden, Stump): J. T. Barron, B. Mildenhall, D. Verbin, P. P. Srinivasan, and P. Hedman, “Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields,” in Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022, pp. 5470–5479. https://jonbarron.info/mipnerf360/* Tanks and Temples (Train): A. Knapitsch, J. Park, Q.-Y. Zhou, and V. Koltun, “Tanks and Temples: Benchmarking Large-Scale Scene Reconstruction,” ACM Transactions onGraphics (ToG), vol. 36, no. 4, pp. 1–13, 2017.https://www.tanksandtemples.org/* Deep Blending (Playroom): P. Hedman, J. Philip, T. Price, J.-M. Frahm, G. Drettakis, and G. Brostow, “Deep Blending for Free-Viewpoint Image-Based Rendering,” ACM Transactions on Graphics (ToG), vol. 37, no. 6, pp. 1–15, 2018.http://visual.cs.ucl.ac.uk/pubs/deepblending/
DOI: 10.15468/dl.qq9b4e
title: Occurrence Download

description: A dataset containing 938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Chinese Taipei, China, Hong Kong)",
 "TaxonKey is Tubuca arcuata (De Haan, 1835)",
 "Year 2022-2025"
 ]
}

 The dataset includes 938 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058019-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8navxc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Makaira nigricans Lacepède, 1802",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058018-241126133413365/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.28142513
title: The Impact of Carbon Emissions Trading on Green Total Factor Productivity: Evidence from a Quasi-Natural Experiment

description: Based on a balanced panel dataset of 272 prefecture-level cities from 2000 to 2022, this paper systematically investigates the impact of the carbon emissions trading system (ETS) on green total factor productivity (GTFP) and its underlying mechanisms from an integrated perspective of overall, dynamic, and spatial dimensions.
DOI: 10.6084/m9.figshare.28142513.v1
title: The Impact of Carbon Emissions Trading on Green Total Factor Productivity: Evidence from a Quasi-Natural Experiment

description: Based on a balanced panel dataset of 272 prefecture-level cities from 2000 to 2022, this paper systematically investigates the impact of the carbon emissions trading system (ETS) on green total factor productivity (GTFP) and its underlying mechanisms from an integrated perspective of overall, dynamic, and spatial dimensions.
DOI: 10.15468/dl.cneavr
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (China, Hong Kong, Chinese Taipei)",
 "TaxonKey is Tubuca acuta (Stimpson, 1858)",
 "Year 2022-2025"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058020-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7276nm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tetrapturus mazara Jordan & Snyder, 1901",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058021-241126133413365/datasets/export for details.
DOI: 10.15468/dl.zcxhxf
title: Occurrence Download

description: A dataset containing 305988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhus typhina L., Parthenocissus quinquefolia (L.) Planch., Spiraea ×billardii Hérincq, Prunus laurocerasus L., Rosa rugosa Thunb., Spiraea alba Du Roi, Pistia stratiotes L., Solidago gigantea Aiton, Rubus armeniacus Focke, Robinia pseudoacacia L., Acer negundo L., Ailanthus altissima (Mill.) Swingle, Alternanthera philoxeroides (Mart.) Griseb., Aponogeton distachyos L.f., Arundo donax L., Asclepias syriaca L., Azolla filiculoides Lam., Baccharis halimifolia L., Cabomba caroliniana A.Gray, Carpobrotus N.E.Br., Cotoneaster horizontalis Decne., Egeria densa Planch., Eichhornia crassipes (Mart.) Solms, Elaeagnus angustifolia L., Elodea canadensis Michx., Elodea nuttallii (Planch.) H.St.John, Fallopia baldschuanica (Regel) Holub, Fraxinus pennsylvanica Marshall, Gymnocoronis spilanthoides DC., Helianthus tuberosus L., Helianthus ×laetiflorus Pers., Heracleum mantegazzianum Sommier & Levier, Hydrilla verticillata (L.f.) Royle, Hydrocotyle ranunculoides L.fil., Impatiens capensis Meerb., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Laburnum anagyroides Medik., Lagarosiphon major (Ridl.) Moss, Lemna minuta Kunth, Lemna turionifera Landolt, Limnobium laevigatum (Humb. & Bonpl. ex Willd.) Heine, Reynoutria japonica Houtt., Myriophyllum rubricaule Valk. & Duist., Prunus serotina Ehrh., Parthenocissus tricuspidata (Siebold & Zucc.) Planch., Mahonia aquifolium (Pursh) Nutt., Parthenocissus inserta (A.Kern.) Fritsch, Spiraea tomentosa L., Spiraea douglasii Hook., Reynoutria ×bohemica Chrtek & Chrtková, Salvinia ×molesta D.S.Mitch., Myriophyllum heterophyllum Michx., Rudbeckia laciniata L., Ludwigia grandiflora (Michx.) Greuter & Burdet, Reynoutria sachalinensis (F.Schmidt) Nakai, Spiraea salicifolia L., Solidago canadensis L., Myriophyllum aquaticum (Vell.) Verdc., Ludwigia peploides (Kunth) P.H.Raven)",
 "Country is one of (Belgium)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true"
 ]
}

 The dataset includes 305988 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057984-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0598211
title: Two and three-layered composite scintillators based on the Ce3+ doped GAGG and TbAG garnets for simultaneous registration of various types of ionizing radiation: the Data for Figures

description: The data are related to figures in the publication. Syrotych, V. Gorbenko, J. Pejchal, R. Kucerkova, J.A. Mares, M. Nikl, K. Kamada, A. Yoshikawa, A. Fedorov, O. Sidleskiy, J. Winiecki, Yu. Zorenko, Two- and three-layered composite scintillators based on the Ce3+ doped GAGG and TbAG garnets for simultaneous registration of various types of ionizing radiation. Crystal Growth&Design 24 (2024) 6954−6964. https://doi.org/10.1021/acs.cgd.4c00252. Fig.1 is a photograph of the samples, fig.2-6 each consists of a graph in X-Y axes and the data for it are provided in two-or multi-column text format
DOI: 10.15468/dl.363hjd
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudopleuronectes schrenki (Schmidt, 1904)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058022-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7qrw8
title: Occurrence Download

description: A dataset containing 3487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Material citation, Specimen, Occurrence evidence, Human Observation)",
 "Country is China",
 "GadmGid is CHN.6.15_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepidoptera",
 "Year 1000-2023"
 ]
}

 The dataset includes 3487 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058023-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jusuq
title: Occurrence Download

description: A dataset containing 4704 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material citation, Specimen, Occurrence evidence)",
 "Country is China",
 "GadmGid is CHN.6.15_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepidoptera",
 "Year 1000-2024"
 ]
}

 The dataset includes 4704 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058024-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57680/asep.0598210
title: Data for plots in paper Revealing Nonclassicality of Multiphoton Optical Beams via Artificial Neural Networks

description: The files are related to the manuscript Revealing Nonclassicality of Multiphoton Optical Beams via Artificial Neural Networks. Detailed description is contained in the file description.txt that is included in the dataset.
DOI: 10.15468/dl.gu4qrx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limanda schrenki Schmidt, 1904",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058025-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uac9xe
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Tubuca paradussumieri (Bott, 1973)",
 "Year 2022-2025"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058026-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jjkvd
title: Occurrence Download

description: A dataset containing 425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argis lar (Owen, 1839)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 425 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058028-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8826yq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crangon lar Owen, 1839",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0058029-241126133413365/datasets/export for details.
DOI: 10.15468/dl.c5phhk
title: Occurrence Download

description: A dataset containing 2327790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pica hudsonia (Sabine, 1823)"
 ]
}

 The dataset includes 2327790 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057991-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14604142
title: Annotated Tweets from Occupations in Natural sciences, geography and informatics

description: Background

The skills and qualifications of IT professionals are constantly changing and under discussion. In particular, we see the impact of emerging technologies and tools, such as AI, on the labor market and their reflection in the broader scientific community, media and everyday life. However, in order to uncover the complex dynamics surrounding vocational education, we need to take a closer look at the labor demand as well as the public perception and valuation of professionals. Therefore, we present a novel approach to work with social media data, in particular Twitter/X data. We have collected a large dataset of job-related X data (2007-2023) but see that a word list-based searching strategy is not enough. Most tweets are actually job offers, and this dataset contains manually annotated data to categorize tweets accordingly.

Data

This dataset contains mainly German tweets (2007-2023) related to occupations in Natural sciences, geography and informatics.




Tweets.id
Tweet ID


job_id
Occupation identifier (KldB)


Category
Annotated category (0 - not annotated, 1 - not related to occupations, 2 - information about occupations, 3 - people associated with a particular occupation, 4 - educational aspects, 5 - job offers) 




Contact

Please contact us if you have questions or want to use this dataset.