cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.4h3xns
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vellozia costata L.B.Sm. & Ayensu"
 ]
}

 The dataset includes 9 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005584-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qqmzft
title: Occurrence Download

description: A dataset containing 233445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megaptera novaeangliae (Borowski, 1781)",
 "Year 1980-2023"
 ]
}

 The dataset includes 233445 records from 431 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023085-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sv6dx
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onoba filostria (Melvill & Standen, 1912)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094651-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pv5xkc
title: Occurrence Download

description: A dataset containing 289 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia uliginosa Benth."
 ]
}

 The dataset includes 289 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065661-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x5d98q
title: Occurrence Download

description: A dataset containing 2101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus saxatilis F.Cuvier, 1823"
 ]
}

 The dataset includes 2101 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014185-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnpt4v
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.27713 20.59039,-103.25007 20.59039,-103.25007 20.61492,-103.27713 20.61492,-103.27713 20.59039))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 69 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059150-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jypq3s
title: Occurrence Download

description: A dataset containing 3919 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orconectes limosus (Rafinesque, 1817)"
 ]
}

 The dataset includes 3919 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065663-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjbyfe
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nothoscordum nutans Ravenna"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048627-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.edezic
title: Occurrence Download

description: A dataset containing 18011 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Dominican Republic",
 "TaxonKey is Gastropoda"
 ]
}

 The dataset includes 18011 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007162-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6eq9q
title: Occurrence Download

description: A dataset containing 1396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Benin, Niger, Togo, Burkina Faso)",
 "TaxonKey is Mangifera indica L."
 ]
}

 The dataset includes 1396 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0059152-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qewte4
title: Occurrence Download

description: A dataset containing 291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Trachinotus goodei Jordan & Evermann, 1896"
 ]
}

 The dataset includes 291 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023100-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxfp9d
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-80.8154616000000061 41.2283654000000013, -80.8154616000000061 41.2290046000000032, -80.8154616000000061 41.2299634000000026, -80.8154616000000061 41.2305626500000031, -80.8154616000000061 41.2310020999999978, -80.8154616000000061 41.2316812500000012, -80.8154616000000061 41.2323603999999975, -80.8146615299999951 41.2323603999999975, -80.8137013900000056 41.2323603999999975, -80.8129412699999961 41.2323603999999975, -80.8120211300000051 41.2323603999999975, -80.8114211000000040 41.2323603999999975, -80.8114211000000040 41.2313217000000023, -80.8114211000000040 41.2307224500000018, -80.8114211000000040 41.2301631500000028, -80.8114211000000040 41.2293641500000021, -80.8114211000000040 41.2283654000000013, -80.8120611399999973 41.2283654000000013, -80.8129012699999976 41.2283654000000013, -80.8140214400000048 41.2283654000000013, -80.8149415799999957 41.2283654000000013, -80.8154616000000061 41.2283654000000013))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094633-220831081235567/datasets/export for details.
DOI: 10.15468/dl.a7dq3y
title: Occurrence Download

description: A dataset containing 459524 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Circus cyaneus (Linnaeus, 1766)"
 ]
}

 The dataset includes 459524 records from 435 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007162-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3rua6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Accipiter luteoschistaceus",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057657-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kz5kpm
title: Occurrence Download

description: A dataset containing 1348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than or equal to 10000.0",
 "TaxonKey is Galaxea fascicularis (Linnaeus, 1767)"
 ]
}

 The dataset includes 1348 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0094650-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3z3sqa
title: Occurrence Download

description: A dataset containing 1549 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Protozoa",
 "DecimalLatitude is greater than 37.5356352737689",
 "DecimalLatitude is less than 38.0806728577121",
 "DecimalLongitude is greater than -122.817174217042",
 "DecimalLongitude is less than -122.129114621727"
 ]
}

 The dataset includes 1549 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007162-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg234e
title: Occurrence Download

description: A dataset containing 8031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Brazil, Guyana, Suriname, French Guiana, Venezuela (Bolivarian Republic of), Bolivia (Plurinational State of), Colombia)",
 "TaxonKey is one of (Hylopezus macularius paraensis (E.Snethlage, 1910), Hylopezus auricularis (Gyldenstolpe, 1941), Hylopezus whittakeri Carneiro, Gonzaga, Rêgo, Sampaio, Schneider & Aleixo, 2012, Hylopezus macularius (Temminck, 1830), Hylopezus ochroleucus (Wied-Neuwied, 1831), Hylopezus fulviventris (P.L.Sclater, 1858), Hylopezus berlepschi (Hellmayr, 1903), Hylopezus dives (Salvin, 1865), Myrmothera campanisona (Hermann, 1783), Myrmothera simplex (Salvin & Godman, 1884), Myrmothera campanisona subcanescens Todd, 1927)"
 ]
}

 The dataset includes 8031 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057640-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfww2m
title: Occurrence Download

description: A dataset containing 5726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diadasia rinconis Cockerell, 1897"
 ]
}

 The dataset includes 5726 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0145171-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.47ttbk
title: Occurrence Download

description: A dataset containing 8617 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arion vulgaris Moquin-Tandon, 1855"
 ]
}

 The dataset includes 8617 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065664-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7eavpa
title: Occurrence Download

description: A dataset containing 10527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Allium paniculatum L."
 ]
}

 The dataset includes 10527 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036011-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pb3we3
title: Occurrence Download

description: A dataset containing 34136 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "CoordinateUncertaintyInMeters 0.0-20100.0",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "Elevation 1689.0-9999.0m",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "Month is June",
 "Month is July",
 "Month is August",
 "Month is September"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 34136 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224661-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jhqnd5
title: Occurrence Download

description: A dataset containing 674 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cystofilobasidium macerans J.P.Samp."
 ]
}

 The dataset includes 674 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036048-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11093041
title: URL-Based Topic Classification

description: Introduction


This repository contains the code for simplified experiments based on my seminar paper "Evaluation of Hyperparameter Tuning and Stochastic Gradient Descent for Optimizing URL-Classifying Support Vector Machines" at the University of Passau. These particular experiments are published as part of the "Data Stewardship" course at the Technical University of Vienna.



Description


The goal of the URL-based topic classification task is to classify websites into different classes, based solely on the URL. These experiments evaluate the impact of hyperparameter tuning on the performance of classification algorithms. Specifically, we evaluate the "alpha" parameter sklearn's "hinge" SGDClassifier, which is a stochastic gradient descent classifier based on a linear support vector machine. We use two datasets for this task: "DMOZ", which labels each URL with one out of 15 categories (e.g. "Arts", "Business", "Science"), and "PhishStorm", which labels each URL as either "phishing" or "benign".



Licenses


The following licenses are used in this repository:



GNU General Public License v3.0 for the code in this repository, found in the experiments directory

Creative Commons Attribution 4.0 International for the documentation in this repository, found in the results directory


 

 

Full Changelog: https://github.com/thomaskirz/ds-url-classification/commits/v1.0.0
DOI: 10.15468/dl.3czqgb
title: Occurrence Download

description: A dataset containing 11240 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "GadmGid is USA.48.4_1",
 "GadmGid is USA.48.16_1"
 ]
 },
 "OccurrenceStatus is Present",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 11240 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044116-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfqy3f
title: Occurrence Download

description: A dataset containing 6197 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Platynotina (Coleoptera: Tenebrionidae) collections on the World"
 ]
}

 The dataset includes 6197 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126951-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwf5tr
title: Occurrence Download

description: A dataset containing 338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diplotaxis tenuifolia (L.) DC."
 ]
}

 The dataset includes 338 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0422523-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2q5tnt
title: Occurrence Download

description: A dataset containing 16255 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Distribución potencial de las especies de anfibios y reptiles en categoría de riesgo de México"
 ]
}

 The dataset includes 16255 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126950-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3upkx
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea remotiflora var. sparsiflora (Hemsl.) Uline"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0427564-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wfkss
title: Occurrence Download

description: A dataset containing 154 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Modelación de la distribución potencial del género Bursera (Burseraceae) en México"
 ]
}

 The dataset includes 154 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126924-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fntftq
title: Occurrence Download

description: A dataset containing 1062 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhinolophus affinis Horsfield, 1823"
 ]
}

 The dataset includes 1062 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224665-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vq8zx5
title: Occurrence Download

description: A dataset containing 68937 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection Mollusca SMF"
 ]
}

 The dataset includes 68937 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126925-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuujny
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tympanocryptis condaminensis Melville, Smith, Hobson, Hunjan & Shoo, 2014"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279226-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kp2azu
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Campodeidae",
 "Continent is one of (North America, South America)"
 ]
}

 The dataset includes 749 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020686-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4xn63
title: Occurrence Download

description: A dataset containing 20627 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eretmochelys imbricata (Linnaeus, 1766)"
 ]
}

 The dataset includes 20627 records from 252 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0423327-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6v5ps
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zephyranthes morrisclintii Traub & T.M.Howard"
 ]
}

 The dataset includes 17 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036070-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv2aym
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gambusia marshi Minckley & Craddock, 1962"
 ]
}

 The dataset includes 564 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224680-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ud9ba4
title: Occurrence Download

description: A dataset containing 1645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eurypharynx pelecanoides Vaillant, 1882"
 ]
}

 The dataset includes 1645 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012352-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vwa4yn
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Bolivia (Plurinational State of)",
 "TaxonKey is Melipona rufiventris Lepeletier, 1836"
 ]
}

 The dataset includes 91 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224681-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ryquq
title: Occurrence Download

description: A dataset containing 21328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Allium roseum L."
 ]
}

 The dataset includes 21328 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036016-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hgpr6
title: Occurrence Download

description: A dataset containing 1347 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castroviejoa frigida (Labill.) Galbany et al."
 ]
}

 The dataset includes 1347 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0126957-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.