cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15189011
title: Ukrainian Public Opinion on Equal Access to Higher Education  and Priorities for Education Reform – A merged dataset from three nationwide representative public opinion surveys in 2021, 2023, and 2025

description: The dataset includes data collected from a series of public opinion surveys conducted by the Ilko Kucheriv Democratic Initiatives Foundation in cooperation with the Kyiv International Institute of Sociology in 2021, 2023, and 2025. In total, the dataset comprises three nationwide public opinion surveys with 5,132 adult respondents. The sample is representative of the adult population residing in governmentally controlled territories of Ukraine.

The dataset contains questions regarding the External Independent Testing (EIT)/National Multisubject Test (NMT) and its role in ensuring equal access to higher education, as well as an assessment of key policy priorities in the field of education. Additionally, it includes key socio-demographic characteristics of respondents, such as gender, age, macro-region of residence, type of settlement, and financial situation.

The question "Do you agree or disagree with the following statement: 'External Independent Testing (EIT)/National Multisubject Test (NMT) puts everyone on an equal footing?'" was formulated differently in 2021: "Do you agree or disagree with the following statement: 'Does the External Independent Testing (EIT) put everyone on an equal footing?'" This change occurred as the NMT temporarily replaced the EIT in 2022 due to the Russian full-scale invasion.

Questions related to the assessment of key policy priorities in the field of education were included only in 2025.

This dataset contains the original surveys data in SPSS (.sav) format in both Ukrainian and English. It has also been exported to an Excel file, and the contents of the corresponding XLSX file are identical to the original SAV file. The research methodology and questionnaire can be found in the Documentation section (PDF files) in English and Ukrainian. Changes over time in the perception of the External Independent Testing (EIT)/National Multisubject Test (NMT) as a means of ensuring equal access to higher education are illustrated in a graph in the Results section (PDF files).
description: Published on Discuss Data, https://discuss-data.net/dataset/4b5bdecb-974e-4558-a4da-c8ccda41b8f4/
Dataset creation: April 2025
description: Method(s) of data collection: Public Opinion Poll
DOI: 10.5281/zenodo.15189012
title: Ukrainian Public Opinion on Equal Access to Higher Education  and Priorities for Education Reform – A merged dataset from three nationwide representative public opinion surveys in 2021, 2023, and 2025

description: The dataset includes data collected from a series of public opinion surveys conducted by the Ilko Kucheriv Democratic Initiatives Foundation in cooperation with the Kyiv International Institute of Sociology in 2021, 2023, and 2025. In total, the dataset comprises three nationwide public opinion surveys with 5,132 adult respondents. The sample is representative of the adult population residing in governmentally controlled territories of Ukraine.

The dataset contains questions regarding the External Independent Testing (EIT)/National Multisubject Test (NMT) and its role in ensuring equal access to higher education, as well as an assessment of key policy priorities in the field of education. Additionally, it includes key socio-demographic characteristics of respondents, such as gender, age, macro-region of residence, type of settlement, and financial situation.

The question "Do you agree or disagree with the following statement: 'External Independent Testing (EIT)/National Multisubject Test (NMT) puts everyone on an equal footing?'" was formulated differently in 2021: "Do you agree or disagree with the following statement: 'Does the External Independent Testing (EIT) put everyone on an equal footing?'" This change occurred as the NMT temporarily replaced the EIT in 2022 due to the Russian full-scale invasion.

Questions related to the assessment of key policy priorities in the field of education were included only in 2025.

This dataset contains the original surveys data in SPSS (.sav) format in both Ukrainian and English. It has also been exported to an Excel file, and the contents of the corresponding XLSX file are identical to the original SAV file. The research methodology and questionnaire can be found in the Documentation section (PDF files) in English and Ukrainian. Changes over time in the perception of the External Independent Testing (EIT)/National Multisubject Test (NMT) as a means of ensuring equal access to higher education are illustrated in a graph in the Results section (PDF files).
description: Published on Discuss Data, https://discuss-data.net/dataset/4b5bdecb-974e-4558-a4da-c8ccda41b8f4/
Dataset creation: April 2025
description: Method(s) of data collection: Public Opinion Poll
DOI: 10.15468/dl.mns8u6
title: Occurrence Download

description: A dataset containing 229887851 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fucus Linnaeus, 1753, Sargassum C.Agardh, 1820, Mytilus Linnaeus, 1758, Arthropoda, Skeletonema R.K.Greville, 1865, Prorocentrum Ehrenberg, 1834, Acartia Dana, 1846, Scomber Linnaeus, 1758)",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 229887851 records from 24606 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015218-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zz7jj
title: Occurrence Download

description: A dataset containing 38587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, France, Portugal, Italy, Switzerland, Netherlands, Belgium, Luxembourg, Andorra)",
 "Geometry POLYGON((-12.2949 35.62235,29.72075 35.62235,29.72075 55.284,-12.2949 55.284,-12.2949 35.62235))",
 "HasGeospatialIssue is false",
 "TaxonKey is Oxythyrea Mulsant, 1842"
 ]
}

 The dataset includes 38587 records from 1068 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002601-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yutyv6
title: Occurrence Download

description: A dataset containing 805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, France, Portugal, Switzerland, Italy, Belgium, Andorra, Netherlands, Luxembourg)",
 "Geometry POLYGON((-12.42695 35.00898,18.57843 35.00898,18.04712 52.01441,3.41807 55.24323,-12.42695 52.30853,-12.42695 35.00898))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anoxia villosa (Fabricius, 1781)"
 ]
}

 The dataset includes 805 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002605-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m8j778
title: Occurrence Download

description: A dataset containing 13692 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, France, Italy, Andorra, Portugal, Netherlands, Belgium, Switzerland, Luxembourg)",
 "Geometry POLYGON((-15.28073 34.36972,34.34871 34.36972,34.34871 55.39657,-15.28073 55.39657,-15.28073 34.36972))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aphodius Hellwig, 1798"
 ]
}

 The dataset includes 13692 records from 213 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002606-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jebcxx
title: Occurrence Download

description: A dataset containing 1574 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Italy, France, Portugal, Switzerland, Netherlands, Belgium, Luxembourg, Andorra)",
 "Geometry POLYGON((-16.1113 32.52099,28.39134 32.52099,28.39134 60.74898,-16.1113 60.74898,-16.1113 32.52099))",
 "HasGeospatialIssue is false",
 "TaxonKey is Phyllognathus excavatus (Forster, 1771)"
 ]
}

 The dataset includes 1574 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002609-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3jrw76
title: Occurrence Download

description: A dataset containing 2796 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sapindus mukorossi Gaertn."
 ]
}

 The dataset includes 2796 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002603-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k69agg
title: Occurrence Download

description: A dataset containing 11197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, France, Portugal, Andorra, Italy, Switzerland, Luxembourg, Belgium, Netherlands)",
 "Geometry POLYGON((-14.07534 32.20677,25.86319 32.20677,25.86319 58.28779,-14.07534 58.28779,-14.07534 32.20677))",
 "HasGeospatialIssue is false",
 "TaxonKey is Trypocopris Motschulsky, 1859"
 ]
}

 The dataset includes 11197 records from 285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002608-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxbbxx
title: Occurrence Download

description: A dataset containing 804975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ESP.1.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 804975 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020486-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6grgdc
title: Occurrence Download

description: A dataset containing 510188 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Dactylorhiza maculata)"
 ]
}

 The dataset includes 510188 records from 1347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020492-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k7tyqm
title: Occurrence Download

description: A dataset containing 50998706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bacteria"
 ]
}

 The dataset includes 50998706 records from 2007 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020483-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvcyeb
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclopogon saccatus (A.Rich. & Galeotti) Schltr."
 ]
}

 The dataset includes 105 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155631-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxv7d2
title: Occurrence Download

description: A dataset containing 21868 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fishes in MZNA-VERT: foraging ecology of the kingfisher. PhD project, Antonio Vilches"
 ]
}

 The dataset includes 21868 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005661-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.958xma
title: Occurrence Download

description: A dataset containing 16751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anopheles albimanus Wiedemann, 1820, Anopheles albitarsis Lynch Arribálzaga, 1878, Anopheles apicimacula Dyar & Knab, 1906, Anopheles aquasalis Curry, 1932, Anopheles argyritarsis Robineau-Desvoidy, 1827, Anopheles bellator Dyar & Knab, 1906, Anopheles benarrochi Gabaldón, Cova García & López, 1941, Anopheles braziliensis Chagas, 1907, Anopheles cruzii Dyar & Knab, 1908, Anopheles darlingi Root, 1926, Anopheles deaneorum Rosa-Freitas, 1989, Anopheles eiseni Coquillett, 1902, Anopheles evansae (Brèthes, 1926), Anopheles fluminensis Root, 1927, Anopheles forattinii Wilkerson & Sallum, 1999, Anopheles galvaoi Causey, Deane & Deane, 1943, Anopheles homunculus Komp, 1937, Anopheles intermedius Peryassu, 1908, Anopheles konderi Galvão & Damasceno, 1942, Anopheles lutzii Cruz, 1901, Anopheles maculipes (Theobald, 1903), Anopheles marajoara Galvão & Damasceno, 1942, Anopheles mediopunctatus (Theobald, 1903), Anopheles minor Lima, 1929, Anopheles neivai Howard, Dyar & Knab, 1913, Anopheles neomaculipalpus Curry, 1931, Anopheles noroestensis Galvão & Lane, 1937, Anopheles nuneztovari Gabaldón, 1940, Anopheles oswaldoi Peryassú, 1922, Anopheles parvus Chagas, 1907, Anopheles peryassui Dyar & Knab, 1908, Anopheles pictipennis Philippi, 1865, Anopheles pseudopunctipennis Theobald, 1901, Anopheles punctimacula Dyar & Knab, 1906, Anopheles rangeli Gabaldón, Cova García & López, 1940, Anopheles rondoni Neiva & Pinto, 1922, Anopheles shannoni Davis, 1931, Anopheles strodei Root, 1926, Anopheles triannulatus Neiva & Pinto, 1922)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16751 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155600-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9guyi
title: Occurrence Download

description: A dataset containing 400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cirsium pitcheri (Torr. ex Eaton) Torr. & A.Gray"
 ]
}

 The dataset includes 400 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005661-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dfe2r4
title: Occurrence Download

description: A dataset containing 65111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium murorum L."
 ]
}

 The dataset includes 65111 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005661-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mwc53p
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclopogon organensis (Pabst) Szlach. & Rutk."
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155607-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8qdskt
title: Occurrence Download

description: A dataset containing 944 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitis vinifera subsp. sylvestris (Willd.) Hegi"
 ]
}

 The dataset includes 944 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005661-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z27mgj
title: Occurrence Download

description: A dataset containing 16751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anopheles albimanus Wiedemann, 1820, Anopheles albitarsis Lynch Arribálzaga, 1878, Anopheles apicimacula Dyar & Knab, 1906, Anopheles aquasalis Curry, 1932, Anopheles argyritarsis Robineau-Desvoidy, 1827, Anopheles bellator Dyar & Knab, 1906, Anopheles benarrochi Gabaldón, Cova García & López, 1941, Anopheles braziliensis Chagas, 1907, Anopheles cruzii Dyar & Knab, 1908, Anopheles darlingi Root, 1926, Anopheles deaneorum Rosa-Freitas, 1989, Anopheles eiseni Coquillett, 1902, Anopheles evansae (Brèthes, 1926), Anopheles fluminensis Root, 1927, Anopheles forattinii Wilkerson & Sallum, 1999, Anopheles galvaoi Causey, Deane & Deane, 1943, Anopheles homunculus Komp, 1937, Anopheles intermedius Peryassu, 1908, Anopheles konderi Galvão & Damasceno, 1942, Anopheles lutzii Cruz, 1901, Anopheles maculipes (Theobald, 1903), Anopheles marajoara Galvão & Damasceno, 1942, Anopheles mediopunctatus (Theobald, 1903), Anopheles minor Lima, 1929, Anopheles neivai Howard, Dyar & Knab, 1913, Anopheles neomaculipalpus Curry, 1931, Anopheles noroestensis Galvão & Lane, 1937, Anopheles nuneztovari Gabaldón, 1940, Anopheles oswaldoi Peryassú, 1922, Anopheles parvus Chagas, 1907, Anopheles peryassui Dyar & Knab, 1908, Anopheles pictipennis Philippi, 1865, Anopheles pseudopunctipennis Theobald, 1901, Anopheles punctimacula Dyar & Knab, 1906, Anopheles rangeli Gabaldón, Cova García & López, 1940, Anopheles rondoni Neiva & Pinto, 1922, Anopheles shannoni Davis, 1931, Anopheles strodei Root, 1926, Anopheles triannulatus Neiva & Pinto, 1922)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16751 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155603-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o3bobn
title: Occurrence Download

description: A dataset containing 14178147 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is naturgucker"
 ]
}

 The dataset includes 14178147 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005661-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xp5y8d
title: Occurrence Download

description: A dataset containing 739885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((2.479608666666667 32.097476, 2.479608666666667 49.184106666666665, -31.565747 49.184106666666665, -31.565747 32.097476, 2.479608666666667 32.097476))",
 "EventDate is 2020-08-01,2020-08-31"
 ]
}

 The dataset includes 739885 records from 672 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027988-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xktpus
title: Occurrence Download

description: A dataset containing 2562595 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((35.924964333333335 48.58410666666667, 35.924964333333335 65.67073733333334, 1.8796086666666671 65.67073733333334, 1.8796086666666671 48.58410666666667, 35.924964333333335 48.58410666666667))",
 "EventDate is 2019-08-01,2019-08-31"
 ]
}

 The dataset includes 2562595 records from 534 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033665-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.te2ybt
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.29_1",
 "TaxonKey is Mareca falcata (Georgi, 1775)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063949-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57754/fdat.z2mpn-dfb45
title: Neural transition-based dependency parsing using association scores (assoc-parse)

description: This collection of resources includes PMI (pointwise mutual information) tables of dependency triples and dependency embeddings to equip a neural dependency parser with association scores.
description: Research carried out in work package A03 of the SFB 833.
DOI: 10.6084/m9.figshare.26564442.v1
title: Additional file 1 of Urine-based multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS

description: Additional file 1: Table S1. Patient demographics and clinical manifestations.
DOI: 10.6084/m9.figshare.26564445
title: Additional file 2 of Urine-based multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS

description: Additional file 2: Table S2. Molecules differently abundant between COVID-19 ARDS and Bacterial sepsis-induced ARDS
DOI: 10.6084/m9.figshare.26564448.v1
title: Additional file 3 of Urine-based multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS

description: Additional file 3: Table S3. Pathways associated with molecules differently abundant between COVID-19 ARDS and Bacterial sepsis-induced ARDS
DOI: 10.6084/m9.figshare.26564454.v1
title: Additional file 5 of Urine-based multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS

description: Additional file 5: Table S5. Proteins associated with clinical manifestations within COVID-19 ARDS and Bacterial sepsis-induced ARDS.
DOI: 10.6084/m9.figshare.26564457
title: Additional file 6 of Urine-based multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS

description: Additional file 6. File s1. Interactive multi-omic network from Figure 2.
DOI: 10.6084/m9.figshare.26564457.v1
title: Additional file 6 of Urine-based multi-omic comparative analysis of COVID-19 and bacterial sepsis-induced ARDS

description: Additional file 6. File s1. Interactive multi-omic network from Figure 2.
DOI: 10.15468/dl.aw5262
title: Occurrence Download

description: A dataset listing the 73 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((4.45598 50.50163,4.45031 50.50016,4.45502 50.49601,4.46367 50.4954,4.45262 50.48745,4.46328 50.48568,4.46126 50.48122,4.47538 50.47841,4.4824 50.47706,4.48797 50.47975,4.48278 50.47737,4.47875 50.47841,4.48393 50.48898,4.48816 50.49589,4.48662 50.50016,4.48364 50.50322,4.47865 50.50279,4.46962 50.50029,4.46491 50.49784,4.45944 50.49723,4.45742 50.4976,4.45598 50.50163))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d"
 ]
}

 The dataset's 73 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063937-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.