cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14237487
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
DOI: 10.15468/dl.6xuypp
title: Occurrence Download

description: A dataset containing 40067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Setaria stolzii, Setaria tenuispica, Setaria torta, Setaria trinervia, Setaria verticillata, Chaetochloa ambigua, Chaetochloa verticillata, Chaetochloa verticillata breviseta, Chaetochloa verticillata breviseta, Chamaeraphis italica densa)",
 "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 40067 records from 467 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022075-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksqjms
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chinese Taipei",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trimerodytes annularis"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022078-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2k6c38
title: CCDC 2359599: Experimental Crystal Structure Determination

description: Related Article: Alejandro Delgado, Paolo Orlando, Matteo Lanzi, Jordi Benet-Buchholz, Daniele Passarella, Arjan W. Kleij|2024|Org.Lett.|26|7596|doi:10.1021/acs.orglett.4c02682
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.aspedy
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis gibbosus",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022080-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkd46j
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nemacheilus anguilla"
 ]
}

 The dataset includes 44 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022081-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuqf9d
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (India Biodiversity Portal publication grade dataset, iNaturalist Research-grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Uropeltis shorttii"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022079-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2k6c27
title: CCDC 2359598: Experimental Crystal Structure Determination

description: Related Article: Alejandro Delgado, Paolo Orlando, Matteo Lanzi, Jordi Benet-Buchholz, Daniele Passarella, Arjan W. Kleij|2024|Org.Lett.|26|7596|doi:10.1021/acs.orglett.4c02682
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.wyced3
title: Occurrence Download

description: A dataset containing 266557 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trollius europaeus"
 ]
}

 The dataset includes 266557 records from 768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022004-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aii6qg
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011033-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4b7y7w
title: Occurrence Download

description: A dataset containing 17096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Serpophaga nigricans (Vieillot, 1817))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 17096 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017865-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9f8z5v
title: Occurrence Download

description: A dataset containing 56407 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pycnonotus leucogenys",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 56407 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082527-230530130749713/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.26010442
title: Reconstructed land surface temperatures in the CLP

description: brGDGTs-derived land surface temperatures from Mangshan and Jiyuan sections in the CLP
DOI: 10.15468/dl.c2vtca
title: Occurrence Download

description: A dataset containing 3124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabis pumila Jacq."
 ]
}

 The dataset includes 3124 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041559-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3tpsh
title: Occurrence Download

description: A dataset containing 819 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heterophrynus Pocock, 1894"
 ]
}

 The dataset includes 819 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007830-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcnxr4
title: Occurrence Download

description: A dataset containing 112647 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Pycnonotus luteolus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 112647 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082537-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vhjbtj
title: Occurrence Download

description: A dataset containing 10693 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pygarrhichas albogularis (King, 1831))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10693 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017846-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvs686
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabis quinqueloba O.E.Schulz"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041563-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zsfmsk
title: Occurrence Download

description: A dataset containing 7548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leymus mollis (Trin.) Pilg."
 ]
}

 The dataset includes 7548 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008746-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uasrgh
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alyssum austrodalmaticum Trinajstic"
 ]
}

 The dataset includes 61 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017835-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4z6j5
title: Occurrence Download

description: A dataset containing 1641 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is Greece",
 "OccurrenceStatus is Present",
 "TaxonKey is Motacilla flava feldegg Michahelles, 1830",
 "Year 1990-2022"
 ]
}

 The dataset includes 1641 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041565-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9wvt23
title: Occurrence Download

description: A dataset containing 2145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salmo salar Linnaeus, 1758",
 "HasCoordinate is true",
 "Country is Canada",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2145 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008753-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pq5z24
title: Occurrence Download

description: A dataset containing 17955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is one of (EOD – eBird Observation Dataset, Localización de táxones botánicos de interés para la identificación de hábitats de la REDIAM (Secretaría General de Medio Ambiente, Agua y Cambio Climático), CSIC-Real Jardín Botánico-Colección de Plantas Vasculares (MA), Base de datos de plantas vasculares del País Vasco: ARAN-EH, Pl@ntNet automatically identified occurrences, FloraCAT: Banco de datos de los cormófitos de Cataluña, CSIC-Real Jardín Botánico-Anthos. Sistema de Información de las Plantas de España, Sistema de Información de la vegetación Ibérica y Macaronésica, Banco de Datos de la Biodiversidad de la Comunitat Valenciana, Tercer Inventario Forestal Nacional. Ministerio de Agricultura, Alimentación y Medio Ambiente (España/Spain), Herbario de la Universidad de Sevilla, Colección de plantas vasculares del herbario de la Universitat de València (VAL), DIBA-Parc Natural del Montseny, SANT Herbarium vascular plants collection, Herbario de Plantas Vasculares de la Universidad de Salamanca: SALA, Observation.org, Nature data from around the World, Long-term monitoring of woody plants of Doñana shrublands 2008-2023, Catálogo Florístico Histórico de Navarra. Gobierno de Navarra, MGC Herbarium of University of Malaga (Spain): MGC-Cormof dataset, VIT Herbarium - Vascular Plants (The Natural History Museum of Alava), Colección de plantas vasculares del Herbario \"Jaime Andrés Rodríguez\". LEB, Herbario de la Facultad de Ciencias Biológicas de la Universidad Complutense de Madrid (MACB), Meise Botanic Garden Herbarium (BR), CeDoc de Biodiversitat Vegetal: BCN-Cormophyta, CSIC-Real Jardín Botánico-Colección de Musgos (MA-Musci), naturgucker, Herbarium of University of Coimbra (COI), Universidad de Oviedo. Departamento de Biología de Organismos y Sistemas: FCO, DIBA-Parc del Montnegre i el Corredor, Herbario HSS Finca La Orden-Valdesequera (CICYTEX). Junta de Extremadura, Herbario COFC de la Universidad de Córdoba: colección general de plantas vasculares, Naturalis Biodiversity Center (NL) - Botany, Jardín Botánico de Córdoba: Herbarium COA, Institut Botanic de Barcelona (IBB, CSIC-Ajuntament de Barcelona), BC-Plantae, Herbario de la Universidad de Granada: Colección GDA-Fanerogamia, Flora vascular de Mallorca, Illes Balears, Lichen herbarium, Oslo (O) UiO)",
 "TaxonKey is Erica australis L."
 ]
}

 The dataset includes 17955 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082530-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rafqhc
title: Occurrence Download

description: A dataset containing 6477 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabis sagittata (Bertol.) DC."
 ]
}

 The dataset includes 6477 records from 212 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041574-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48z3nu
title: Occurrence Download

description: A dataset containing 13815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mecocerculus poecilocercus (P.L.Sclater & Salvin, 1873))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13815 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017837-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qen3wv
title: Occurrence Download

description: A dataset containing 1463440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cetacea",
 "Year 2000-2023"
 ]
}

 The dataset includes 1463440 records from 977 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056475-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/cqb-f99-5st
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kbv-d86-px9
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wss-w6b-36z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x9v-zy4-yzn
title: Ursus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ja-bxj-pl6
title: Borelis Montfort, 1808

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8qa-h46-w11
title: Calcarina defrancei d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xld-2mz-rcy
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6nn-ac0-406
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ssw-4a3-h5d
title: Quinqueloculina reticulata (d'Orbigny, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0ba-d86-s5v
title: Neogloboquadrina dutertrei (d'Orbigny, 1839)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/222-prj-tm9
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nvn-p9j-0g3
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rzn-tgn-e8z
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z3v-wq6-a3q
title: Migros flintii (Cushman, 1911)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pgr-anb-vnk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rrx-szj-cw2
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lm2-xr4-pf8
title: Dendritina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r06-78r-f37
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gzk-stm-8tp
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2k-t44-crx
title: †Liebusella arenosa Hofker, 1983

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bw4-vsr-8q2
title: Siphouvigerina porrecta (Brady, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ml7-4w8-y5b
title: Siphogenerina costata Schlumberger, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xfw-6ts-z57
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.fdzff8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acheilognathus brevicaudatus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018498-250811113504898/datasets/export for details.
DOI: 10.3535/kx7-w6s-6bh
title: Trilobatus trilobus (Reuss, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pmf-xm1-qn9
title: Tolypammina vagans (Brady, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2cm-9r5-w76
title: Crioceratites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.