cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17942673
title: Divergent Discourses Modern Tibetan NER Training Data

description: The Divergent Discourses Modern Tibetan NER Training dataset was created to train a spaCy model to detect named entities in Tibetan newspapers of the 1950s and 1960s published in the PRC and in South Asia. The dataset was generated as follows: plain Tibetan paragraphs, each consisting of 300 characters according to Python’s character-counting system (e.g., བོད་ is counted as four characters), were submitted to Claude Sonnet 4 (July 2025), which extracted named entities. Each entity in the dataset is defined by three parameters: the start position of the named entity, the end position, and the entity label.

The proportion of each source text is shown in the following table (See also here):




Source
Proportion


Tibetan books, 1950s-1960s (Divergent Discourses)
0.007


Tibetan Newspapers, 1950s-1960s (Divergent Discourses)
0.053


Esukhia Tibetan Newspaper Corpus
0.941




 

Claude extracted named entities of the following categories: See here.
DOI: 10.5281/zenodo.17942506
title: Supplementary Material for "Business Size, Development, and Inequality: A Tale of One Tail"

description: Supplementary material for "Business Size, Development, and Inequality: A Tale of One Tail" (2025) by Marcela Eslava, Marcela Meléndez, Laura Tenjo, and Nicolás Urdaneta. Econometric Society Monographs. Thirteenth World Congress.
DOI: 10.5281/zenodo.17942507
title: Supplementary Material for "Business Size, Development, and Inequality: A Tale of One Tail"

description: Supplementary material for "Business Size, Development, and Inequality: A Tale of One Tail" (2025) by Marcela Eslava, Marcela Meléndez, Laura Tenjo, and Nicolás Urdaneta. Econometric Society Monographs. Thirteenth World Congress.
DOI: 10.7910/dvn/nconlm
title: Replication data for: Encouraging Crossover Voting in the 2024 Presidential Primary

description: Will voters participate in the primary of a party they oppose to prevent the nomination of a candidate they fear? Partnering with a Political Action Committee, we conduct a first-of-its-kind, large, preregistered field experiment (N = 83,800) in the lead-up to the 2024 Republican presidential primary in New Hampshire. A specialized get-out-the-vote intervention increases turnout in the Republican primary among undeclared voters who are modeled as likely to vote for Democratic candidates in the general election. Our treatment increased Republican primary turnout in this sample by 1.6 percentage points while reducing turnout in the Democratic Primary by 0.5 percentage points. Supplementing our experiment with surveys before and after the primary, we estimate that each vote cast by Democratic-leaning voters in the Republican primary had between a 78% and 95% probability of supporting the relatively moderate Republican primary candidate. We argue that voters are capable of sophisticated, risk-mitigating behavior in primaries.
description: This dataset underwent an independent verification process, complying with the AJPS Verification Policy updated June 2023, which replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of the code. The verification process was carried out by the Cornell Center for Social Sciences at Cornell University. 
<br>
 
The associated article has been awarded the Open Materials Badge. Learn more about the Open Practice Badges from the Center for Open Science. 
<br>


<br>
Open Materials Badge
DOI: 10.15468/dl.86xh23
title: Occurrence Download

description: A dataset containing 3344 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus niveus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 3344 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059481-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy9maa
title: Occurrence Download

description: A dataset containing 52859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spartium junceum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52859 records from 811 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059451-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x75d2k
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paphia crassisulca, Tapes meroaeformis, Venus crassisulca)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059483-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erbwsc
title: Occurrence Download

description: A dataset containing 1524 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heptapleurum arboricola",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 10000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 1524 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059485-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5wfhd
title: Occurrence Download

description: A dataset containing 13811 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tamarix africana",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13811 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059486-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxvje6
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paratapes undulatus, Paratapes scordalus, Venus rimosa, Venus undulata)",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059487-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bx5ak
title: Occurrence Download

description: A dataset containing 140493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus ilex",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 140493 records from 770 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059465-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.76cfa6
title: Occurrence Download

description: A dataset containing 17873 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arachnida",
 "HasCoordinate is true",
 "Country is one of (Switzerland)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 17873 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221518-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m23jp5
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dubautia reticulata (Sherff) D.D.Keck"
 ]
}

 The dataset includes 78 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015693-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pjewtj
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia semiserrata C.W.Chi"
 ]
}

 The dataset includes 86 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0223840-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7nvx4
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((105 17.5,124.5 17.5,124.5 41,105 41,105 17.5))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Conger myriaster (Brevoort, 1856)"
 ]
}

 The dataset includes 26 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131107-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ze6wer
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de Zoología Invertebrados - Otros invertebrados",
 "TaxonKey is Anthozoa"
 ]
}

 The dataset includes 66 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221503-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk7n2k
title: Occurrence Download

description: A dataset containing 153931 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Estonian Museum of Natural History Department of Zoology"
 ]
}

 The dataset includes 153931 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131077-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.efh3av
title: Occurrence Download

description: A dataset containing 1913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is South Africa",
 "TaxonKey is Hyperolius marmoratus Rapp, 1842"
 ]
}

 The dataset includes 1913 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221499-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xycchp
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.29_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Amandava formosa (Latham, 1790)"
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021629-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.app5gc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Ophelia pauciflora Dalzell",
 "TaxonKey is Ophelia lawii Wight & Arn.",
 "TaxonKey is Swertia lawii (Wight & Arn.) Burkill"
 ]
 }
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221502-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kx28g5
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolepis cambodiana Hance"
 ]
}

 The dataset includes 55 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131105-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.krvq9d
title: Occurrence Download

description: A dataset containing 106711 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polypodiopsida",
 "HasCoordinate is true",
 "Country is one of (Switzerland)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 106711 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221504-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp2eam
title: Occurrence Download

description: A dataset containing 1427 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vernonia galamensis (Cass.) Less."
 ]
}

 The dataset includes 1427 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131080-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjsaxw
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trilepis ciliatifolia T.Koyama"
 ]
}

 The dataset includes 50 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021625-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsv9k3
title: Occurrence Download

description: A dataset containing 7807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 7807 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021615-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y4jj8
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolepis ciliata (Hook.f.) Druce"
 ]
}

 The dataset includes 423 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0131109-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2fzr8
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Homoscleromorpha",
 "HasCoordinate is true",
 "Country is one of (Croatia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219843-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12612781
title: Linked collectors and determiners for: Northern Forestry Centre Arthropod Collection, Edmonton.

description: Natural history specimen data linked to collectors and determiners held within, "Northern Forestry Centre Arthropod Collection, Edmonton". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/84676332-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/84676332-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.12612802
title: Linked collectors and determiners for: Bombus of Canada.

description: Natural history specimen data linked to collectors and determiners held within, "Bombus of Canada". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/84750258-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/84750258-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13124623
title: Linked collectors and determiners for: Spencer Entomological Museum.

description: Natural history specimen data linked to collectors and determiners held within, "Spencer Entomological Museum". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/846ac3b0-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/846ac3b0-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13124626
title: Linked collectors and determiners for: Canadian National Collection of Insects.

description: Natural history specimen data linked to collectors and determiners held within, "Canadian National Collection of Insects". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8472b4b2-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8472b4b2-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13124628
title: Linked collectors and determiners for: Bombus of Canada.

description: Natural history specimen data linked to collectors and determiners held within, "Bombus of Canada". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/84750258-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/84750258-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13387498
title: Linked collectors and determiners for: Spencer Entomological Museum.

description: Natural history specimen data linked to collectors and determiners held within, "Spencer Entomological Museum". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/846ac3b0-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/846ac3b0-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13387501
title: Linked collectors and determiners for: Canadian National Collection of Insects.

description: Natural history specimen data linked to collectors and determiners held within, "Canadian National Collection of Insects". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8472b4b2-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8472b4b2-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13973835
title: Linked collectors and determiners for: Northern Forestry Centre Arthropod Collection, Edmonton.

description: Natural history specimen data linked to collectors and determiners held within, "Northern Forestry Centre Arthropod Collection, Edmonton". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/84676332-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/84676332-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13973841
title: Linked collectors and determiners for: Black fungus gnats (Diptera: Sciaridae) of Queensland, Australia. Part I. Genera Chaetosciara Frey, Corynoptera Winnertz, Cratyna Winnertz, Epidapus Haliday, Keilbachia Mohrig, Lobosciara Steffan, Phytosciara Frey and Scatopsciara Edwards.

description: Natural history specimen data linked to collectors and determiners held within, "Black fungus gnats (Diptera: Sciaridae) of Queensland, Australia. Part I. Genera Chaetosciara Frey, Corynoptera Winnertz, Cratyna Winnertz, Epidapus Haliday, Keilbachia Mohrig, Lobosciara Steffan, Phytosciara Frey and Scatopsciara Edwards". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8470bad9-6c97-468c-9687-5653fd52d89f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8470bad9-6c97-468c-9687-5653fd52d89f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10586322
title: Linked collectors and determiners for: Bombus of Canada.

description: Natural history specimen data linked to collectors and determiners held within, "Bombus of Canada". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/84750258-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/84750258-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10706464
title: Linked collectors and determiners for: Norbert Kondla Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Norbert Kondla Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8471a720-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8471a720-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.10706466
title: Linked collectors and determiners for: Bombus of Canada.

description: Natural history specimen data linked to collectors and determiners held within, "Bombus of Canada". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/84750258-f762-11e1-a439-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/84750258-f762-11e1-a439-00145eb45e9a. Formatted as a Frictionless Data package.