cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17510346
title: Timeliness of BCG vaccination in Nigeria (NDHS 2018 & 2023–24): derived analytic dataset and data dictionary

description: Nigeria: trends, inequalities, and determinants in pooled analyses of the 2018 and 2023–24 Demographic and Health Surveys. It provides a reuse-ready derived analytic dataset and a machine-readable data dictionary that support independent verification of headline estimates on BCG timeliness in Nigerian children.

Scope and contents.– analytic_derived_only.dta (Stata) and analytic_derived_only.csv (CSV): derived variables only (no direct identifiers).– data_dictionary.csv: variable names, brief labels/definitions, types, and missingness.– README.md: software environments typically used to reproduce analyses from the derived data (no code is deposited).– LICENSE.txt: CC BY 4.0.

Key variables. Time-to-event scaffolding (t90_days, event90, and on-time indicators on7, on14, on28); survey design (v005/weight, v022/v023 strata, v021 PSU); equity/context (wealth5, urban); and selected service-contact covariates (e.g., skilled birth attendance) as present in the analytic file.

Provenance and ethics. The derived dataset was constructed from the Nigeria DHS 2018 and 2023–24 child cohorts under an approved DHS Program data-use agreement. DHS microdata are anonymised and governed by the DHS Program’s terms; raw microdata are not redistributed here.

Reuse guidance. The dataset supports design-consistent estimation and descriptive reproduction of the manuscript’s central estimands (e.g., on-time BCG ≤7/≤14/≤28 days). Survival display counts (numbers at risk under KM plots) are unweighted; estimates and CIs should use the complex survey design. Interval-censoring (Turnbull) requires specialised routines not provided here.

Licence and access. Released under Creative Commons Attribution 4.0 International (CC BY 4.0). This record is public and citable via DOI 10.5281/zenodo.17510347.

Contact. Corresponding author: beorimadegun@yahoo.com. No investigator support is planned beyond the materials deposited; reasonable queries about analytic specifications may be directed to the corresponding author.
DOI: 10.5281/zenodo.17510347
title: Timeliness of BCG vaccination in Nigeria (NDHS 2018 & 2023–24): derived analytic dataset and data dictionary

description: Nigeria: trends, inequalities, and determinants in pooled analyses of the 2018 and 2023–24 Demographic and Health Surveys. It provides a reuse-ready derived analytic dataset and a machine-readable data dictionary that support independent verification of headline estimates on BCG timeliness in Nigerian children.

Scope and contents.– analytic_derived_only.dta (Stata) and analytic_derived_only.csv (CSV): derived variables only (no direct identifiers).– data_dictionary.csv: variable names, brief labels/definitions, types, and missingness.– README.md: software environments typically used to reproduce analyses from the derived data (no code is deposited).– LICENSE.txt: CC BY 4.0.

Key variables. Time-to-event scaffolding (t90_days, event90, and on-time indicators on7, on14, on28); survey design (v005/weight, v022/v023 strata, v021 PSU); equity/context (wealth5, urban); and selected service-contact covariates (e.g., skilled birth attendance) as present in the analytic file.

Provenance and ethics. The derived dataset was constructed from the Nigeria DHS 2018 and 2023–24 child cohorts under an approved DHS Program data-use agreement. DHS microdata are anonymised and governed by the DHS Program’s terms; raw microdata are not redistributed here.

Reuse guidance. The dataset supports design-consistent estimation and descriptive reproduction of the manuscript’s central estimands (e.g., on-time BCG ≤7/≤14/≤28 days). Survival display counts (numbers at risk under KM plots) are unweighted; estimates and CIs should use the complex survey design. Interval-censoring (Turnbull) requires specialised routines not provided here.

Licence and access. Released under Creative Commons Attribution 4.0 International (CC BY 4.0). This record is public and citable via DOI 10.5281/zenodo.17510347.

Contact. Corresponding author: beorimadegun@yahoo.com. No investigator support is planned beyond the materials deposited; reasonable queries about analytic specifications may be directed to the corresponding author.
DOI: 10.14278/rodare.4061
title: Data publication: Spectral Deconvolution without the Deconvolution: Extracting Temperature from X-ray Thomson Scattering Spectra without the Source-and-Instrument Function

description: Generated data and run scripts used to generate data. Includes a notebook used to produce the plots.
DOI: 10.14278/rodare.4060
title: Data publication: Spectral Deconvolution without the Deconvolution: Extracting Temperature from X-ray Thomson Scattering Spectra without the Source-and-Instrument Function

description: Generated data and run scripts used to generate data. Includes a notebook used to produce the plots.
DOI: 10.15468/dl.77srth
title: Occurrence Download

description: A dataset containing 8315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Carpinus",
 "Year 1000-2025"
 ]
}

 The dataset includes 8315 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012377-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zptan
title: Occurrence Download

description: A dataset containing 1488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castanea crenata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1488 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020344-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f47gh3
title: Occurrence Download

description: A dataset containing 32823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Agonopterix heracliana"
 ]
}

 The dataset includes 32823 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020345-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2qv5h
title: Occurrence Download

description: A dataset containing 1842451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is International Barcode of Life project (iBOL)",
 "Year 2020-2020"
 ]
}

 The dataset includes 1842451 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020334-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.16231.51368
title: SPRINGER- BOOK - 2026
DOI: 10.15468/dl.z9v7pp
title: Occurrence Download

description: A dataset containing 815 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cissus repens",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 815 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020346-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cexzcn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Castanea pumila",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020348-260208012135463/datasets/export for details.
DOI: 10.15468/dl.87rqu6
title: Occurrence Download

description: A dataset containing 23088079 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Spain, Portugal)",
 "Geometry POLYGON((-1.6712 43.02364,-7.64381 43.92854,-9.67843 43.21527,-8.75957 40.62759,-9.87533 38.55417,-9.0221 37.98737,-9.0221 36.99796,-6.65931 36.73542,-5.72195 35.96318,-2.12128 36.66098,-0.70837 37.4973,0.18483 38.73396,0.75691 40.6546,3.5133 42.02121,3.25561 42.48834,0.69669 42.857,-1.77311 43.39925,-4.21955 43.43515,-1.6712 43.02364))",
 "HasGeospatialIssue is false",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 23088079 records from 439 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020321-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybru5j
title: Occurrence Download

description: A dataset containing 31231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Agriades optilete"
 ]
}

 The dataset includes 31231 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020349-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e245349
title: Akwa-Ibom State School of Nursing, Eket 2026/2027 Admission Form/Application Form Is Out Call the Registrar (09060973758) 09060973758 (09060973758) For More Details On How To Apply And Register Online

description: Akwa-Ibom State School of Nursing, Eket 2026/2027 Admission Form/Application Form Is Out Call the Registrar (09060973758) 09060973758 (09060973758) For More Details On How To Apply And Register Online
DOI: 10.15468/dl.9z68jf
title: Occurrence Download

description: A dataset containing 8721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fagus sylvatica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 8721 records from 237 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020350-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34xrfx
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Claoxylon longifolium",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 342 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020351-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18647777
title: polypedates_megacephalus_spades_02.fasta.gz
DOI: 10.5281/zenodo.18647778
title: polypedates_megacephalus_spades_02.fasta.gz
DOI: 10.3886/e245351
title: Akwa-Ibom State School of Nursing, Ituk-Mbang 2026/2027 Admission Form/Application Form Is Out Call the Registrar (09060973758) 09060973758 (09060973758) For More Details On How To Apply And Register Online

description: Akwa-Ibom State School of Nursing, Ituk-Mbang 2026/2027 Admission Form/Application Form Is Out Call the Registrar (09060973758) 09060973758 (09060973758) For More Details On How To Apply And Register Online
DOI: 10.15468/dl.4389p5
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cleidiocarpon cavaleriei",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 92 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020354-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8434w
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecophaga jefferyi",
 "Year 2020-2020"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020355-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18647786
title: pyrgus_ruralis_spades_02.fasta.gz
DOI: 10.5281/zenodo.18647785
title: pyrgus_ruralis_spades_02.fasta.gz
DOI: 10.15468/dl.qj3wue
title: Occurrence Download

description: A dataset containing 1061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lithocarpus polystachyus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1061 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020356-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48h2sh
title: Occurrence Download

description: A dataset containing 572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cleidion brevipetiolatum",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 572 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020357-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18647798
title: pristurus_rupestris_spades_02.fasta.gz
DOI: 10.5281/zenodo.18647799
title: pristurus_rupestris_spades_02.fasta.gz
DOI: 10.15468/dl.trmrye
title: Occurrence Download

description: A dataset containing 1351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Notholithocarpus densiflorus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1351 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020358-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2uhjf
title: Occurrence Download

description: A dataset containing 523 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cleistanthus sumatranus",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 523 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020359-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v7qnsu
title: Occurrence Download

description: A dataset containing 435 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus pungens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 435 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020360-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18647820
title: polypterus_mokelembembe_spades_02.fasta.gz
DOI: 10.5281/zenodo.18647821
title: polypterus_mokelembembe_spades_02.fasta.gz
DOI: 10.15468/dl.gqurbr
title: Occurrence Download

description: A dataset containing 2853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Clerodendrum bungei",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2853 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020361-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrr4x5
title: Occurrence Download

description: A dataset containing 1722 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus shumardii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1722 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020362-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ebdbve
title: Occurrence Download

description: A dataset containing 1727 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carcharhiniformes",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1727 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257064-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajyxf6
title: Occurrence Download

description: A dataset containing 12993 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia psilostachya DC."
 ]
}

 The dataset includes 12993 records from 332 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256286-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xn4395
title: Occurrence Download

description: A dataset containing 438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.03577 -0.03561,-60.74660 -0.03561,-60.74660 6.87710,-78.03577 6.87710,-78.03577 -0.03561))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Abatia parviflora Ruiz & Pav."
 ]
}

 The dataset includes 438 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0228402-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7sgak
title: Occurrence Download

description: A dataset containing 8060 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaeis guineensis Jacq."
 ]
}

 The dataset includes 8060 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0284011-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvesxx
title: Occurrence Download

description: A dataset containing 674393 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Genista L."
 ]
}

 The dataset includes 674393 records from 1455 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256288-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2j89r
title: Occurrence Download

description: A dataset containing 3870 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psidium guajava",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3870 records from 147 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052145-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgkxh7
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia prostrata",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 72 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052147-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdwfqh
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca valesiaca",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052146-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zm9bga
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia prostrata",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 125 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052148-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhnt85
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia prostrata",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 246 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052149-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjz63p
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052150-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwr9yf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euphorbia prostrata",
 "Country is Lesotho",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052151-250717081556266/datasets/export for details.
DOI: 10.15468/dl.3s4t4c
title: Occurrence Download

description: A dataset containing 646 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pterodon abruptus"
 ]
}

 The dataset includes 646 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052152-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.