cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.xa4a8p
title: Occurrence Download

description: A dataset containing 122 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 122 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002877-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnqn9d
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002878-250827131500795/datasets/export for details.
DOI: 10.15468/dl.f8qzz9
title: Occurrence Download

description: A dataset containing 763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 763 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002879-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28127897
title: testing dataset - take 2

description: Hello world, I'm testing the water here.
DOI: 10.6084/m9.figshare.28127897.v1
title: testing dataset - take 2

description: Hello world, I'm testing the water here.
DOI: 10.15468/dl.5kczyw
title: Occurrence Download

description: A dataset containing 43885 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Symphytum tuberosum"
 ]
}

 The dataset includes 43885 records from 596 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002876-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16977759
title: ACEM 9713 - supplementary data
DOI: 10.5281/zenodo.16977760
title: ACEM 9713 - supplementary data
DOI: 10.15468/dl.dkenqh
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Romanogobio elimeius",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002880-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hhfxkz
title: Occurrence Download

description: A dataset containing 4296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Viburnum odoratissimum"
 ]
}

 The dataset includes 4296 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002883-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w84b4k
title: Occurrence Download

description: A dataset containing 1126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1126 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002886-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbefxr
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Carex breviaristata"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002885-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h4abjn
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002884-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25pg7p
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002887-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16977753
title: Intra-operative renal oxygenation
DOI: 10.5281/zenodo.16977754
title: Intra-operative renal oxygenation
DOI: 10.15468/dl.agzatc
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sinowilsonia henryi"
 ]
}

 The dataset includes 272 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002888-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uxbtd
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leucos ylikiensis",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002889-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqk7tm
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 284 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002890-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v3ara
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is North Macedonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002891-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxb84a
title: Occurrence Download

description: A dataset containing 841 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuon alpinus"
 ]
}

 The dataset includes 841 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002893-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dsfztf
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 275 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002894-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t7ewtg
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Slovakia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 145 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002898-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vzr36
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poliothyrsis sinensis"
 ]
}

 The dataset includes 555 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002897-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbngs6
title: Occurrence Download

description: A dataset containing 120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is Serbia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 120 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002896-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xs5f67
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caulerpa taxifolia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 104 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002900-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n7zv5q
title: Occurrence Download

description: A dataset containing 6746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Koelreuteria paniculata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6746 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002901-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s78t3q
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sabanejewia balcanica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 52 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002902-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wvngf
title: Occurrence Download

description: A dataset containing 24064 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Platanus"
 ]
}

 The dataset includes 24064 records from 711 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002899-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12899110
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.eegt5s
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004892-250827131500795/datasets/export for details.
DOI: 10.15468/dl.uxmbh7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004888-250827131500795/datasets/export for details.
DOI: 10.15468/dl.8mfba5
title: Occurrence Download

description: A dataset containing 2970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Airochloa glauca, Airochloa glauca, Dactylis cristata glauca, Dactylis glauca, Koeleria albescens gracilis, Koeleria arenaria, Koeleria arenaria, Koeleria borysthenica, Koeleria cristata glauca, Koeleria cristata argentea, Koeleria cristata glauca, Koeleria cristata puberula, Koeleria cristata pubescens, Koeleria dactyloides, Koeleria dubjanskyi, Koeleria glauca intermedia, Koeleria glauca dactyloides, Koeleria glauca intermedia, Koeleria glauca pohleana, Koeleria glauca sabuletorum, Koeleria glauca bessarabica, Koeleria glauca dactyloides, Koeleria glauca intermedia, Koeleria glauca intermedia, Koeleria glauca pohleana, Koeleria glauca valdevestita, Koeleria intermedia, Koeleria macrantha glauca, Koeleria pohleana, Koeleria rochelii, Koeleria sabuletorum, Koeleria sabuletorum, Koeleria valdevestita, Poa glauca, Triticum turgidum, Gigachilon polonicum turgidum, Triticum aestivum turgidum, Triticum aestivum turgidum, Triticum aestivum turgidum, Triticum candissimum, Triticum cereale turgidum, Triticum cereale turgidum, Triticum dicoccon maroccanum, Triticum dicoccum azerbaidzhanicum, Triticum dicoccum chwamlicum, Triticum dicoccum falcaterythromelan, Triticum dicoccum falcaticaerulescens, Triticum dicoccum falcatimelaleucum, Triticum dicoccum falcatimurciense, Triticum dicoccum falcatiniloticum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 2970 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004887-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxkct4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pseudobagarius nitidus)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004889-250827131500795/datasets/export for details.
DOI: 10.15468/dl.psezqz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abactochromis labrosus, Acanthocleithron chapini, Acanthopagrus berda, Acapoeta tanganicae, Acentrogobius audax, Acentrogobius nebulosus, Acentrogobius therezieni, Acipenser sturio, Afronandus sheljuzhkoi, Afronemacheilus abyssinicus, Agonostomus catalai, Agonostomus telfairii, Alburnus alburnus, Alcolapia alcalica, Alcolapia grahami, Alcolapia latilabris, Alcolapia ndalalani, Alestes ansorgii, Alestes baremoze, Alestes bouboni, Brycinus nurse, Alestes dentex, Alestes liebrechtsii, Alestes macrophthalmus, Alestes stuhlmannii, Alestopetersius bifasciatus, Alestopetersius brichardi, Alestopetersius caudalis, Alestopetersius compressus, Alestopetersius hilgendorfi, Alestopetersius leopoldianus, Alestopetersius nigropterus, Alestopetersius smykalai, Alestopetersius tumbensis, Allenbatrachus meridionalis, Alosa agone, Alosa algeriensis, Alosa alosa, Alosa fallax, Alticorpus geoffreyi, Alticorpus macrocleithrum, Alticorpus mentale, Alticorpus peterdaviesi, Alticorpus profundicola, Altolamprologus calvus, Altolamprologus compressiceps, Neolamprologus fasciatus, Amarginops platus, Ambassis ambassis, Ambassis dussumieri, Ambassis fontoynonti, Ambassis gymnocephalus, Ambassis natalensis, Ambassis urotaenia, Amphilius atesuensis, Amphilius athiensis, Amphilius brevis, Amphilius caudosignatus, Amphilius cryptobullatus, Amphilius dimonikensis, Amphilius grandis, Amphilius jacksonii, Amphilius kakrimensis, Amphilius korupi, Amphilius lamani, Amphilius lampei, Amphilius laticaudatus, Amphilius lentiginosus, Amphilius longirostris, Amphilius lujani, Amphilius maesii, Amphilius mamonekenensis, Amphilius natalensis, Amphilius opisthophthalmus, Amphilius platychir, Amphilius pulcher, Amphilius rheophilus, Amphilius uranoscopus, Amphilius zairensis, Anaecypris punica, Pseudophoxinus punicus, Ancharius fuscus, Ancharius griseus, Andersonia leptura, Anguilla anguilla, Anguilla bengalensis, Anguilla bicolor, Anguilla marmorata, Anguilla mossambica, Anomalochromis thomasi, Aphanius apodus)",
 "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 ((5.9985 -1.8197,6.1596 -1.4443,5.9957 -1.0552,5.6304 -0.9035,5.2841 -1.0308,5.1008 -1.4539,5.2222 -1.7725,5.639 -1.9676,5.9985 -1.8197))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004891-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.16942098
title: BoTox-Dataset for Classifying German Hate Speech Comments with Criminal Relevance

description: This repository contains the BoTox dataset, a German dataset for analyzing offensive language and conversations in the context of criminal relevance under the German Criminal Code (StGB). It was created as part of the BoTox research project (https://botox.h-da.de/) in 2025, which aimed to investigate hate speech in a criminal law context and to detect hate speech bots.

Content



public dataset with comment texts as csv

annotation guidelines (original German version)


About the Dataset

This is a German dataset on offensive language, annotated according to three predefined classes, each with several paragraphs from German criminal law. In total, the dataset contains 1,190 annotated comments from various sources. The data was compiled in 2025 and annotated by three teams of annotators after intensive training by the Frankfurt am Main Public Prosecutor's Office. The dataset contains annotations according to inter-annotator agreement. Further details can be found in the accompanying paper.

Description of the columns

 




Column Name
Description


index
rolling index


text
comment text


class_1
binary annotation


class_2
binary annotation


class_3
binary annotation


class_0
binary annotation


output
textual annotation




Citation

If you use the dataset, please cite our respective paper A Novel Dataset for Classifying German Hate Speech Comments with Criminal Relevance", which was presented on the on the 9th Workshop on Online Abuse and Harms (WOAH) at August 1, 2025 as part of the ACL conference.

ACL-Style:Vincent Kums, Florian Meyer, Luisa Pivit, Uliana Vedenina, Jonas Wortmann, Melanie Siegel and Dirk Labudde



A Novel Dataset for Classifying German Hate Speech Comments with Criminal Relevance. In Proceedings of the 9th Workshop on Online Abuse and Harms (WOAH), pages 41-52, Vienna, Austria. Association for Computational Linguistics.


BibTeX:

@inproceedings{kums-etal-2025-novel,
    title = "A Novel Dataset for Classifying {G}erman Hate Speech Comments with Criminal Relevance",
    author = "Kums, Vincent  and
      Meyer, Florian  and
      Pivit, Luisa  and
      Vedenina, Uliana  and
      Wortmann, Jonas  and
      Siegel, Melanie  and
      Labudde, Dirk",
    editor = "Calabrese, Agostina  and
      de Kock, Christine  and
      Nozza, Debora  and
      Plaza-del-Arco, Flor Miriam  and
      Talat, Zeerak  and
      Vargas, Francielle",
    booktitle = "Proceedings of the The 9th Workshop on Online Abuse and Harms (WOAH)",
    month = aug,
    year = "2025",
    address = "Vienna, Austria",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.woah-1.4/",
    pages = "41--52",
    ISBN = "979-8-89176-105-6"
}