cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15697358
title: friendster.mtx

description: This dataset has been derived from its version stored on the Konect network collection.Self and redundant edges have been removed from the graphs.Edge weights have been following the GAP Benchmarking Suite random distribution.The graph has been compressed using bzip2.
DOI: 10.5281/zenodo.15697359
title: friendster.mtx

description: This dataset has been derived from its version stored on the Konect network collection.Self and redundant edges have been removed from the graphs.Edge weights have been following the GAP Benchmarking Suite random distribution.The graph has been compressed using bzip2.
DOI: 10.5281/zenodo.15697326
title: mawi.mtx

description: This dataset has been derived from its version stored on the SuiteSparse Matrix Collection.Self and redundant edges have been removed from the graphs.Edge weights have been generated following the GAP Benchmarking Suite random distribution.The graph has been compressed using bzip2.
DOI: 10.5281/zenodo.15697325
title: mawi.mtx

description: This dataset has been derived from its version stored on the SuiteSparse Matrix Collection.Self and redundant edges have been removed from the graphs.Edge weights have been generated following the GAP Benchmarking Suite random distribution.The graph has been compressed using bzip2.
DOI: 10.5281/zenodo.15697280
title: kmer-v1r.mtx

description: This dataset has been derived from its version stored on the SuiteSparse Matrix Collection.Self and redundant edges have been removed from the graphs.Edge weights have been generated following the GAP Benchmarking Suite random distribution.The graph has been compressed using bzip2.
DOI: 10.5281/zenodo.15697281
title: kmer-v1r.mtx

description: This dataset has been derived from its version stored on the SuiteSparse Matrix Collection.Self and redundant edges have been removed from the graphs.Edge weights have been generated following the GAP Benchmarking Suite random distribution.The graph has been compressed using bzip2.
DOI: 10.15468/dl.kzw3z2
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-8.24942 53.30064,-8.23173 53.30064,-8.23173 53.30772,-8.24942 53.30772,-8.24942 53.30064))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Geomalacus maculosus Allman, 1843"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060237-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15697209
title: orkut.mtx

description: This dataset has been derived from its version stored on the SuiteSparse Matrix Collection.Self and redundant edges have been removed from the graphs.Edge weights have been generated following the GAP Benchmarking Suite random distribution.The graph has been compressed using bzip2.
DOI: 10.5281/zenodo.15697210
title: orkut.mtx

description: This dataset has been derived from its version stored on the SuiteSparse Matrix Collection.Self and redundant edges have been removed from the graphs.Edge weights have been generated following the GAP Benchmarking Suite random distribution.The graph has been compressed using bzip2.
DOI: 10.5281/zenodo.15706355
title: FraudZen Dataset: Realistic Ground Truth CDRs of Bypass Fraud Techniques in Mobile Networks

description: This dataset contains synthetic call‑detail records (CDRs) generated with the open‑source FraudZen simulator. FraudZen models legitimate mobile subscribers and SIMBox fraudsters under multiple threat strategies (mobility, traffic, social, and their combinations, in both naïve and advanced variants). The traces cover different fraud–prevalence levels (3 % and 12 % of the country's incoming international calls) and varying numbers of fraudulent SIM cards (from 5 to 200) per simulation run, offering a rich test‑bed for benchmarking anomaly‑ and fraud‑detection algorithms in cellular networks.
DOI: 10.5281/zenodo.15706356
title: FraudZen Dataset: Realistic Ground Truth CDRs of Bypass Fraud Techniques in Mobile Networks

description: This dataset contains synthetic call‑detail records (CDRs) generated with the open‑source FraudZen simulator. FraudZen models legitimate mobile subscribers and SIMBox fraudsters under multiple threat strategies (mobility, traffic, social, and their combinations, in both naïve and advanced variants). The traces cover different fraud–prevalence levels (3 % and 12 % of the country's incoming international calls) and varying numbers of fraudulent SIM cards (from 5 to 200) per simulation run, offering a rich test‑bed for benchmarking anomaly‑ and fraud‑detection algorithms in cellular networks.
DOI: 10.15468/dl.ucsdn4
title: Occurrence Download

description: A dataset containing 919421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (United States of America, Canada)",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Anas platyrhynchos Linnaeus, 1758",
 "Year 2016-2016"
 ]
}

 The dataset includes 919421 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060230-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt54vx
title: Occurrence Download

description: A dataset containing 6731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chelonoidis denticulatus (Linnaeus, 1766), Podocnemis expansa (Schweigger, 1812))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6731 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060239-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4cmwds
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luticola D.G.Mann, 1990",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060240-250525065834625/datasets/export for details.
DOI: 10.15468/dl.3pdfes
title: Occurrence Download

description: A dataset containing 10049 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Campethera bennettii (A.Smith, 1836)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 10049 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060241-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zwmds
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luticola D.G.Mann, 1990",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060243-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.27180387
title: HDSVT: High-Density Semantic Vehicle Trajectory Dataset Based on a Cosmopolitan City Bridge

description: Trajectory prediction is crucial for autonomous driving, necessitating robust models supported by high-quality datasets. Existing datasets often lack long trajectories and high vehicle density, limiting their use in complex scenarios. We introduce the High-Density Semantic Vehicle Trajectory Dataset (HDSVT), collected via UAVs over Guangzhou Bridge. This dataset features higher vehicle density, extended trajectory lengths, and semantic enhancements, promoting in-depth vehicle trajectory analysis. It includes original UAV videos, processed data with (i) pixel coordinates of vehicle trajectory and lane lines in each video, (ii) corresponding geographic coordinates and (iii) semantic promotion for trajectories and motions. The dataset supports diverse driving behaviors and complex interactions, applicable to driving decision-making, traffic control, and long-term small object tracking.
DOI: 10.6084/m9.figshare.27180387.v1
title: HDSVT: High-Density Semantic Vehicle Trajectory Dataset Based on a Cosmopolitan City Bridge

description: Trajectory prediction is crucial for autonomous driving, necessitating robust models supported by high-quality datasets. Existing datasets often lack long trajectories and high vehicle density, limiting their use in complex scenarios. We introduce the High-Density Semantic Vehicle Trajectory Dataset (HDSVT), collected via UAVs over Guangzhou Bridge. This dataset features higher vehicle density, extended trajectory lengths, and semantic enhancements, promoting in-depth vehicle trajectory analysis. It includes original UAV videos, processed data with (i) pixel coordinates of vehicle trajectory and lane lines in each video, (ii) corresponding geographic coordinates and (iii) semantic promotion for trajectories and motions. The dataset supports diverse driving behaviors and complex interactions, applicable to driving decision-making, traffic control, and long-term small object tracking.
DOI: 10.15468/dl.3c2jbn
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Campethera cailliautii (Malherbe, 1849)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 395 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060244-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7wjf9z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Luticola D.G.Mann, 1990",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060245-250525065834625/datasets/export for details.
DOI: 10.15468/dl.6s2ap5
title: Occurrence Download

description: A dataset containing 106067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lolium multiflorum Lam."
 ]
}

 The dataset includes 106067 records from 1095 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060233-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9panxb
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaphoglossum vascoae F.B.Matos & R.C.Moran"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155415-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s5p0nd
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lessingianthus warmingianus (Baker) H.Rob.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 30 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009376-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r78frn
title: Occurrence Download

description: A dataset containing 550 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "Year 1000-2024"
 ]
}

 The dataset includes 550 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014119-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x4szex
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Opuntia polyacantha Haw."
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003488-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.piprno
title: Occurrence Download

description: A dataset containing 4662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triticum aestivum L.",
 "Country is United States of America"
 ]
}

 The dataset includes 4662 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009376-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g47gh7
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erica albertyniae E.G.H.Oliv."
 ]
}

 The dataset includes 34 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042015-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxc7zs
title: Occurrence Download

description: A dataset containing 62254 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Canidae"
 ]
}

 The dataset includes 62254 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241541-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n22ugg
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coryanthes cataniapoensis G.A.Romero & Carnevali"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155416-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pow7km
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Birdrace-LohmannsAdleraugen-Münster"
 ]
}

 The dataset includes 124 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009376-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n2zkts
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cumulopuntia chichensis (Cárdenas) E.F.Anderson"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155417-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u64w6w
title: Occurrence Download

description: A dataset containing 125162 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON(((5.598907470703125 43.481822852999905,5.511016845703125 43.509717009288075,5.400552749633789 43.51127322324609,5.412139892578125 43.54257572246922,5.4547119140625 43.563476493226595,5.480804443359375 43.61122246320032,5.483551025390625 43.6499881760459,5.503549575805664 43.66644361490711,5.598907470703125 43.66985832954972,5.69091796875 43.70362249839005,5.763702392578124 43.661911057260674,5.79254150390625 43.625141236940564,5.804901123046875 43.601278509333646,5.799407958984375 43.5734266934657,5.76507568359375 43.52565074189047,5.71563720703125 43.52166770320007,5.598907470703125 43.481822852999905)))"
 ]
}

 The dataset includes 125162 records from 387 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015615-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fzsmng
title: Occurrence Download

description: A dataset containing 57573 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Canada",
 "Year 1961-1970",
 {
 "or" : [
 "StateProvince is quebec prov.",
 "StateProvince is quebec",
 "StateProvince is québec",
 "StateProvince is quebec province"
 ]
 }
 ]
}

 The dataset includes 57573 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009376-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6ev8h
title: Occurrence Download

description: A dataset containing 416177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2.27_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2012-2024"
 ]
}

 The dataset includes 416177 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072138-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nv99qb
title: Occurrence Download

description: A dataset containing 12449 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heliomaster constantii (Delattre, 1843)"
 ]
}

 The dataset includes 12449 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0266132-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bk9xd4
title: Occurrence Download

description: A dataset containing 1800 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rosa blanda Aiton"
 ]
}

 The dataset includes 1800 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009376-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckaswj
title: Occurrence Download

description: A dataset containing 30048 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eschrichtius Gray, 1864"
 ]
}

 The dataset includes 30048 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072144-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8eza3f
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea sagittata Poir."
 ]
}

 The dataset includes 12 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155418-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9snbx
title: Occurrence Download

description: A dataset containing 131323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arbutus unedo L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 131323 records from 445 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072137-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0mtysj
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scolomys ucayalensis Pacheco, 1991"
 ]
}

 The dataset includes 31 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009376-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3hgp3j
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mungos É.Geoffroy Saint-Hilaire & F.G.Cuvier, 1795"
 ]
}

 The dataset includes 184 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016350-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.