cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.63qwud
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((65 17,136 17,136 54,65 54,65 17))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Thalictrum aquilegiifolium L."
 ]
}

 The dataset includes 383 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001711-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prrcuh
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample, Observation)",
 "Country is one of (Nepal, India, Bhutan)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Tylototriton verrucosus Anderson, 1871, Tylototriton himalayanus Khatiwada, Wang, Ghimire, Vasudevan, Paudel & Jiang, 2015)"
 ]
}

 The dataset includes 36 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007390-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yck23b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is mbm",
 "TaxonKey is Vanilla ribeiroi Hoehne"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000665-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9wguu
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parnassia perciliata Diels"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061133-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fxudr
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adonis sutchuenensis Franch."
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001722-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcytyk
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Albuca collina Baker"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007393-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxtrk5
title: Occurrence Download

description: A dataset containing 68538 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acanthiza apicalis Gould, 1847)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 68538 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000660-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d5gjzg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Parnassia petitmenginii H.Lév."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061134-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd2tv3
title: Occurrence Download

description: A dataset containing 3572 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Adonis microcarpa DC."
 ]
}

 The dataset includes 3572 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001710-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpmu9v
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Albuca ciliaris U.Müll.-Doblies"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007391-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv29fj
title: Occurrence Download

description: A dataset containing 147885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accipiter nisus (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2022",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 147885 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000630-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv9jsb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Setaria neglecta, Setaria neglecta, Setaria perennis, Setaria perennis, Setaria planifolia, Setaria rudimentosa, Setaria scalaris, Setaria sphacelata, Setaria sphacelata anceps, Setaria sphacelata aquamontana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022053-250711103210423/datasets/export for details.
DOI: 10.15468/dl.fvrxbx
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, India Biodiversity Portal publication grade dataset)",
 "GadmGid is IND",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Uperodon systoma"
 ]
}

 The dataset includes 141 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022052-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkerdz
title: Occurrence Download

description: A dataset containing 1271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca rubra",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1271 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022054-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x49nkp
title: Occurrence Download

description: A dataset containing 591 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cerastium cerastoides",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 591 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022055-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x6nkb
title: Occurrence Download

description: A dataset containing 25499 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca rubra",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25499 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022056-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jvgakw
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.34881 -30.77804,30.40113 -30.77804,30.40113 -30.71917,30.34881 -30.71917,30.34881 -30.77804))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 161 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022058-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmg2rp
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Geometry POLYGON((6.88619 50.35455,6.95108 50.35455,6.95108 50.38958,6.88619 50.38958,6.88619 50.35455))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2005-2025"
 ]
}

 The dataset includes 123 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022060-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z692g2
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphyrna vespertina"
 ]
}

 The dataset includes 23 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022061-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqn5f8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbus chilinoides"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022059-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqnjpp
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pouzolzia hirta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 277 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022062-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d455rd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Setaria sphacelata aquamontana, Setaria sphacelata aurea, Setaria sphacelata nodosa, Setaria sphacelata nodosa, Setaria sphacelata pyropea, Setaria sphacelata pyropea, Setaria sphacelata sericea, Setaria sphacelata splendida, Setaria sphacelata stolonifera, Setaria sphacelata torta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022063-250711103210423/datasets/export for details.
DOI: 10.15468/dl.ycb6xx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis gibbosus",
 "Country is Montenegro",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022065-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjta4q
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holcus lanatus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 127 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022066-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcyn8p
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Barbus chelynoides"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022067-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxsz8u
title: Occurrence Download

description: A dataset containing 8391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drymaria cordata, Drymaria cordata, Drymaria cordata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8391 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022068-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bynyn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Setaria sphacelata anceps, Setaria sphacelata aurea, Setaria sphacelata sericea, Setaria sphacelata sphacelata, Setaria sphacelata splendida, Setaria sphacelata stolonifera, Setaria sphacelata stolonifera, Setaria sphacelata torta, Setaria splendida, Setaria stenantha)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022070-250711103210423/datasets/export for details.
DOI: 10.15468/dl.t5edu7
title: Occurrence Download

description: A dataset containing 830 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen)",
 "TaxonKey is one of (Accipiter gularis iwasakii, Accipiter gularis sibiricus, Accipiter gularis gularis, Accipiter gularis)"
 ]
}

 The dataset includes 830 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022069-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vx5vpj
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holcus lanatus",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 188 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022071-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r7sms6
title: Occurrence Download

description: A dataset containing 643 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holcus lanatus",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 643 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022073-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nj6huj
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ACM6468"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022072-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgw4du
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen)",
 "TaxonKey is one of (Nisaetus nipalensis nipalensis, Nisaetus nipalensis orientalis, Nisaetus nipalensis)"
 ]
}

 The dataset includes 243 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022074-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9n4eh
title: Occurrence Download

description: A dataset containing 5495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rubia cordifolia, Rubia cordifolia, Rubia cordifolia, Rubia cordifolia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5495 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022076-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fpue7j
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis gibbosus",
 "Country is Norway",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022077-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14237486
title: Data and code: The "Demo-conomics" in African Youth Politics - Youth Bulge and Youth Unemployment Meet Youth Political Attitudes and Participation

description: Data and code that form the basis of the analyses and findings presented in the accompanying publication “The ‘Demo-conomics’ in African Youth Politics: Youth Bulge and Unemployment Meet Youth Political Attitudes and Participation” by Godfred Bonnah-Nkansah. The dataset comprises individual-level youth data (for persons 15-29 years old), in thirty-nine (39) African countries sampled in the Afrobarometer survey Rounds 2–8, complemented by country-level data on government effectiveness, youth unemployment rate, and GDP per Capita from the World Bank; youth bulge ratio from the United Nations (UN) Population Bureau; and the V-Dem liberal democracy index.

The research activity is part of the Megatrends Afrika project which focuses on three research areas of “Violent Actors and the Transformation of Conflict”, “Megatrends between Democratization and Autocratization” and “Global Power Shifts and Multipolarity” to analyse how global megatrends shape African states and societies. The aim of the project is to provide political decision-makers with evidence-based policy advice and to contribute to a more differentiated public debate on Africa policy. Megatrends Afrika is a joint project of the German Institute for International and Security Affairs (SWP), the German Institute of Development and Sustainability (IDOS), and the Kiel Institute for the World Economy (IfW), funded by the German Federal Foreign Office, the Federal Ministry for Economic Cooperation and Development, and the Federal Ministry of Defence.

Files and formats:



[Dataset_10.5281zenodo14237487.dta]: Dataset (.csv) 

[Dataset_10.5281zenodo14237487.csv]:  Dataset (.dta)

[Do-file_10.5281zenodo14237487.txt]: Do file containing the replication code (.txt)

[Do-file_10.5281zenodo14237487.do]: Do file containing the replication code (.do)


Additional material:



[Appendix-to-WorkingPaper_10.5281zenodo14237487]: Appendix to the publication mentioned above including explanations to the dataset (e.g. list of countries and variables) and results of robustness checks (PDF/A)


 

Related Working Paper: The “Demo-conomics” in African Youth Politics. Youth Bulge and Unemployment Meet Political Attitude and Participation - Megatrends Afrika (megatrends-afrika.de) 
description: Funded by the German Federal Foreign Office, the Federal Ministry for Economic Cooperation and Development, and the Federal Ministry of Defence.
description: The research data and replication code was initially produced in STATA. We recommend to use the .dta files if possible.

empty cells = N/A