cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.53fqep
title: Occurrence Download

description: A dataset containing 469 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium tibeticum King ex Rolfe"
 ]
}

 The dataset includes 469 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016044-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jf3pf
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Alseodaphne hainanensis Merr."
 ]
}

 The dataset includes 41 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178328-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h0nyj6
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus hooperi Lee & Schmidly, 1977"
 ]
}

 The dataset includes 220 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029249-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyklky
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Peromyscus hylocetes Merriam, 1898"
 ]
}

 The dataset includes 295 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029250-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ef4dvv
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Greenea commersonii (Korth.) Tange ex Ruhsam"
 ]
}

 The dataset includes 54 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013610-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.htdxpk
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mozambique",
 "Country is South Africa"
 ]
 },
 "DatasetKey is Occurrence records of southern African aquatic biodiversity",
 "PublishingOrg is cecc196e-f262-4986-a88a-6adf035dca0e",
 "TaxonKey is Cyprinus carpio Linnaeus, 1758"
 ]
}

 The dataset includes 146 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0211392-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.coqsx230
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (261 records)
DOI: 10.15468/dl.i0dtcg
title: Occurrence Download

description: A dataset containing 26014 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Base de Datos de Flora de la Cuenca del Río Orinoco en Colombia"
 ]
}

 The dataset includes 26014 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029250-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rwp965
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Woodsia oregana D.C.Eaton",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 448 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178303-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afuz8g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bulbophyllum nummularia (H.Wendl. & Kraenzl.) Rolfe"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065865-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6kseg
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Alternanthera pilosa Moq.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029251-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sae2sw
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vitis aestivalis Michx.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 470 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0178292-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73q2qf
title: Occurrence Download

description: A dataset containing 1928610 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is United States of America",
 "Geometry POLYGON((-124.46625 42.27736,-124.89635 42.31321,-124.86051 40.59281,-123.74942 38.11974,-120.84625 34.14133,-116.79616 32.31341,-114.68151 32.52846,-114.68151 35.1449,-119.80685 38.97994,-119.95021 42.16984,-124.46625 42.20568,-124.46625 42.27736))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calypte anna (R.Lesson, 1829)",
 "Year 2004-2024"
 ]
}

 The dataset includes 1928610 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145168-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wz5wj
title: Occurrence Download

description: A dataset containing 44243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Meliphaga notata (Gould, 1867)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 44243 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031345-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.why7dh
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Genyomyrus donnyi)",
 "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 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049514-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdrpah
title: Occurrence Download

description: A dataset containing 87 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalanthera epipactoides Fisch. & C.A.Mey."
 ]
}

 The dataset includes 87 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083096-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywfc4m
title: Occurrence Download

description: A dataset containing 1715 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mammalia",
 "Year is greater than or equal to 2010",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "GadmGid is COL.20_2",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 1715 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005690-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.riedyl
title: Occurrence Download

description: A dataset containing 11619 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Balaenoptera acutorostrata Lacépède, 1804"
 ]
}

 The dataset includes 11619 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054525-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-35981
title: Contempt, 1952

description: 7 images. Contempt, 10 January 1952. Kay Williams (Mrs. Adolph Spreckles the Second); Adolph B. Spreckles the Second.
DOI: 10.15468/dl.vghu4k
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalanthera ericiflora Szlach. & Mytnik"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083121-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pz828y
title: Occurrence Download

description: A dataset containing 2749 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Drymarchon melanurus (Duméril, Bibron & Duméril, 1854)"
 ]
}

 The dataset includes 2749 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061074-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jrkbu5
title: Occurrence Download

description: A dataset containing 1112122 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cygnus olor (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 1112122 records from 487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054528-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.8091583
title: Wikidata Thematic Subgraph Selection

description: Wikidata Thematic Subgraph Selection


These datasets have been designed to train and evaluate algorithms to select thematic subgraphs of interest in a large knowledge graph from seed entities of interest. Specifically, we consider Wikidata. Given a set of seed QIDs of interest, a graph expansion is performed following P31, P279, and (-)P279 edges. Traversed classes that thematically deviates from seed QIDs of interest should be pruned. Datasets thus consist of classes reached from seed QIDs that are labeled as "to prune" or "to keep".


Available datasets



	
		
			Dataset
			# Seed QIDs
			# Labeled decisions
			# Prune decisions
			Min prune depth
			Max prune depth
			# Keep decisions
			Min keep depth
			Max keep depth
			# Reached nodes up
			# Reached nodes down
		
	
	
		
			dataset1
			455
			5233
			3464
			1
			4
			1769
			1
			4
			1507
			2593609
		
		
			dataset2
			105
			982
			388
			1
			2
			594
			1
			3
			1159
			1247385
		
	



Each dataset folder contains



	
datasetX.csv: a CSV file containing one seed QID per line (not the complete URL, just the QID). This CSV file has no header.
	
datasetX_labels.csv: a CSV file containing one seed QID per line and its label (not the complete URL, just the QID)
	
datasetX_gold_decisions.csv: a CSV file with seed QIDs, reached QIDs, and the labeled decision (1: keep, 0: prune)
	
datasetX_Y_folds.pkl: folds to train and test models based on the labeled decisions



dataset1-2 consists of using dataset1 for training and dataset2 for testing.


License


Datasets are available under the CC BY-NC license.
DOI: 10.5281/zenodo.8091584
title: Wikidata Thematic Subgraph Selection

description: Wikidata Thematic Subgraph Selection


These datasets have been designed to train and evaluate algorithms to select thematic subgraphs of interest in a large knowledge graph from seed entities of interest. Specifically, we consider Wikidata. Given a set of seed QIDs of interest, a graph expansion is performed following P31, P279, and (-)P279 edges. Traversed classes that thematically deviates from seed QIDs of interest should be pruned. Datasets thus consist of classes reached from seed QIDs that are labeled as "to prune" or "to keep".


Available datasets



	
		
			Dataset
			# Seed QIDs
			# Labeled decisions
			# Prune decisions
			Min prune depth
			Max prune depth
			# Keep decisions
			Min keep depth
			Max keep depth
			# Reached nodes up
			# Reached nodes down
		
	
	
		
			dataset1
			455
			5233
			3464
			1
			4
			1769
			1
			4
			1507
			2593609
		
		
			dataset2
			105
			982
			388
			1
			2
			594
			1
			3
			1159
			1247385
		
	



Each dataset folder contains



	
datasetX.csv: a CSV file containing one seed QID per line (not the complete URL, just the QID). This CSV file has no header.
	
datasetX_labels.csv: a CSV file containing one seed QID per line and its label (not the complete URL, just the QID)
	
datasetX_gold_decisions.csv: a CSV file with seed QIDs, reached QIDs, and the labeled decision (1: keep, 0: prune)
	
datasetX_Y_folds.pkl: folds to train and test models based on the labeled decisions



dataset1-2 consists of using dataset1 for training and dataset2 for testing.


License


Datasets are available under the CC BY-NC license.
DOI: 10.15468/dl.frjzng
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-91.19249 17.34103,-86.64144 17.37049,-86.76114 21.67073,-91.22713 21.57865,-91.19249 17.34103))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylus moreletii (Duméril & Bibron, 1851)"
 ]
}

 The dataset includes 1411 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063847-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzwfnm
title: Occurrence Download

description: A dataset containing 839262 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-122.52817 40.267,-122.50789 40.267,-123.23718 47.19801,-123.28689 47.198,-122.52817 40.267))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 839262 records from 284 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001845-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-25838
title: 72nd anniversary of marriage ...He is 91, she is 89 years old, 1951

description: 7 images. 72nd anniversary of marriage ...He is 91, she is 89 years old, 19 November 1951. Mr. and Mrs. Ned Griffith.
DOI: 10.15468/dl.ezutar
title: Occurrence Download

description: A dataset containing 29860 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myotis nattereri (Kuhl, 1817)"
 ]
}

 The dataset includes 29860 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054531-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pehhh8
title: Occurrence Download

description: A dataset containing 816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophiocoma scolopendrina (Lamarck, 1816)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 816 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063852-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-26149
title: Clark home auction, 1951

description: 2 images. Clark home auction, 25 November 1951. Don Albee -- 72 years (Old friend of J. Ross Clark).
DOI: 10.15468/dl.u799jc
title: Occurrence Download

description: A dataset containing 1714213 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Pl@ntNet observations"
 ]
}

 The dataset includes 1714213 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007985-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oyypuk
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nomascus concolor (Harlan, 1826)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054534-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqeqg7
title: Occurrence Download

description: A dataset containing 2436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceratotherium simum simum"
 ]
}

 The dataset includes 2436 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063860-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-51255
title: UCLA prosthetics education, 1958

description: 8 images. UCLA prosthetics education, 22 March 1958. Doctor Miles H. Anderson (director, Prosthetics Education Program); Patricia Joan Bonde -- 22 years (amputee); Fred J. Sanders; Doctor Charles O. Bechtol; Miss Lorraine Ogg; Charles A. Hennessy.; Caption slip reads: "Photographer: Sandusky. Date: 1958-03-21. Assignment: UCLA prosthetics Education. Special instructions: Monday. D33, 34 L to R: Dr. Miles H. Anderson, Director, Prosthetics Education Program, Medical Center, UCLA; & Patricia Joan Bonde, 22, a bilateral above-knee amputee (result of auto accident). Patricia is drawing a technical illustration for text used in course at UCLA. D5, 6: Patricia Bonde, 22. D 15,16: Fred J. Sanders, Prosthetics Education Program, UCLA, Medical Center, shaping prosthetic foot of laminated neoprene crepe. D 43 L/R: Dr. Charles O. Bechtol, Professor, Orthopedic Surgery; Miss Lorraine Ogg, Senior physical therapist; Charles A. Hennessy, instructor in prosthetics and prosthetist. They are looking at artificial leg. D 44: Dr. Charles O. Bechtol, professor of orthopedic surgery (left, kneel) watches as Charles A. Hennessy, (right, kneeling) instructor in prosthetics, adjusts length on adjustable leg used for measuring needs of patients. Miss Lorraine Ogg, Senior physical therapist at left of patient. Patient is Fred Sanders, an amputee, who is employed at UCLA Medical Center Prosthetics Education Program as a teaching assistant".
DOI: 10.15468/dl.x5utyp
title: Occurrence Download

description: A dataset containing 379081 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cytisus scoparius (L.) Link",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 379081 records from 2117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012767-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3bwmrj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mallotus conspurcatus Croizat"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009986-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.upt981
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sinopodophyllum hexandrum (Royle) T.S.Ying",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002766-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o7g4dy
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysaora colorata (Russell, 1964)"
 ]
}

 The dataset includes 18 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053465-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f1ojpq
title: Occurrence Download

description: A dataset containing 1297 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclodium meniscioides (Willd.) C.Presl"
 ]
}

 The dataset includes 1297 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002766-150831095807960/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.