cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.16909/dataset/20
title: Swiss Cancer Patient Experiences (SCAPE) study, A multicenter cross-sectional survey of patient experiences with cancer care in the French-speaking part of Switzerland

description: Collecting patients’ experiences with care provision is essential to evaluate the quality and safety of care in general, and patient-centeredness in particular, one of the core dimensions of high-quality care. In Switzerland, patient experience data are collected nationally through a short survey for inpatient acute care, rehabilitation care and psychiatric care. To date, we lack data regarding cancer care, despite advocacy for specific surveys to account for the complex treatment pathways. Our main study objective was to conduct a cancer patient experience survey in the French-speaking part of Switzerland to provide robust evidence on the perceived quality of cancer care.
The Swiss Cancer Patient Experience (SCAPE) was a cross-sectional multicenter survey, conducted between October 2018 and March 2019, among cancer patients diagnosed with the six most frequent cancers from four large cancer centers in Romandy, the French-speaking part of Switzerland. Data were collected with a self-administered questionnaire, including questions on experiences of care as well as socio-demographic and clinical characteristics. Of the 7145 adult patients invited to complete the questionnaire, 3121 patients returned it (43.7% response rate). Of these, 2755 (88%) reported at least one eligible cancer (breast, prostate, lung, colorectal, melanoma, or hematological) and were included in the descriptive analyses.
Patients rated their overall care at 8.5 on average (1.4 standard deviation) on a 0-10 scale. Over 80% of patients reported positive experiences with diagnostic tests, clinical nurse specialists, and hospital care as inpatient (e.g. confidence and trust in doctors, treated with respect and dignity, enough nurses on duty). However, less than 50% of patients reported positive experiences in relation to the information received at diagnosis and about treatment side-effects and symptoms, and in relation to supportive care issues, in particular regarding psycho-social, financial, family- and survivorship-related aspects of care.
In this first overview of patient experiences with cancer care in Romandy, we identified areas of cancer care that are more positively and less positively evaluated by a large number of patients. Our results are currently being discussed with the participating cancer centers to guide local initiatives to further improve the quality and patient-centeredness of cancer care in Switzerland.
DOI: 10.15468/dl.asd4d5
title: Occurrence Download

description: A dataset containing 10264 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus virginiana Mill."
 ]
}

 The dataset includes 10264 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069188-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcyd76
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Silvinichthys Arratia, 1998"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069191-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17109817
title: Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting

description: Work by: Jan Fillies, Michael Peter Hoffmann, Rebecca Reichel, Roman Salzwedel, Sven Bodemer, Adrian Paschke

Accepted at EMNLP 2025

This dataset introduces the first large-scale German collection of social media comments annotated for toxicity and enriched with platform-provided age estimates. Developed in collaboration with funk (ARD/ZDF), it contains 3,024 human-annotated and 30,024 LLM-annotated anonymized comments from Instagram, TikTok, and YouTube. Annotations cover categories such as insults, disinformation, and criticism of broadcasting fees, enabling fine-grained demographic analysis of toxic speech patterns. The resource highlights age- and platform-specific differences in online toxicity and supports the development of equitable, age-aware moderation systems.

Access: The dataset is restricted to verified researchers with ongoing, validated projects in the domain. Access requires entering into a separate legal agreement with funk and is granted solely for research with demonstrated scientific value; student work and non-validated projects are not eligible.
DOI: 10.5281/zenodo.17109816
title: Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting

description: Work by: Jan Fillies, Michael Peter Hoffmann, Rebecca Reichel, Roman Salzwedel, Sven Bodemer, Adrian Paschke

Accepted at EMNLP 2025

This dataset introduces the first large-scale German collection of social media comments annotated for toxicity and enriched with platform-provided age estimates. Developed in collaboration with funk (ARD/ZDF), it contains 3,024 human-annotated and 30,024 LLM-annotated anonymized comments from Instagram, TikTok, and YouTube. Annotations cover categories such as insults, disinformation, and criticism of broadcasting fees, enabling fine-grained demographic analysis of toxic speech patterns. The resource highlights age- and platform-specific differences in online toxicity and supports the development of equitable, age-aware moderation systems.

Access: The dataset is restricted to verified researchers with ongoing, validated projects in the domain. Access requires entering into a separate legal agreement with funk and is granted solely for research with demonstrated scientific value; student work and non-validated projects are not eligible.
DOI: 10.15468/dl.en277v
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardiocardita ajar",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057250-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvq4ad
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Romania",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyperus glomeratus"
 ]
}

 The dataset includes 20 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057249-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qtssr
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Steatoda triangulosa",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057248-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pw3fna
title: Occurrence Download

description: A dataset containing 6875 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Tremarctos ornatus"
 ]
}

 The dataset includes 6875 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057252-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5a9y67
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cardiocardita tankervillii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is one of (Absent)"
 ]
 }
 }
 ]
}

 The dataset includes 33 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057253-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7t8jd
title: Occurrence Download

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

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057255-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acb4pw
title: Occurrence Download

description: A dataset containing 86192 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycalopex"
 ]
}

 The dataset includes 86192 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057187-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqcu6q
title: Occurrence Download

description: A dataset containing 506067 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Campanula rotundifolia"
 ]
}

 The dataset includes 506067 records from 1602 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057113-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vt2wgx
title: Occurrence Download

description: A dataset containing 161821 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Notropis Rafinesque, 1818"
 ]
}

 The dataset includes 161821 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330747-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wq8vy
title: Occurrence Download

description: A dataset containing 8849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.82999 6.42662,-71.75583 6.59853,-71.86295 6.68038,-72.00577 6.76494,-72.23373 6.59581,-72.24472 6.35838,-72.10739 6.23826,-72.01401 6.18911,-71.82999 6.42662))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8849 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149263-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jywjg
title: Occurrence Download

description: A dataset containing 1765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is LACM Entomology Collection",
 "Country is Australia"
 ]
}

 The dataset includes 1765 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330746-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mm6php
title: Occurrence Download

description: A dataset containing 4135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sceloporus orcutti Stejneger, 1893"
 ]
}

 The dataset includes 4135 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0173920-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ayp5rw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lutzomyia trapidoi (Fairchild & Hertig) Fairchild & Hertig, 1952"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018151-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuvjqy
title: Occurrence Download

description: A dataset containing 6379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypenodes humidalis Doubleday, 1850, Rebelia ferruginans Rebel, 1937)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 6379 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169669-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hc4dps
title: Occurrence Download

description: A dataset containing 1686 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Ichthyology Collection - Royal Ontario Museum",
 "Country is Australia"
 ]
}

 The dataset includes 1686 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330743-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dn4ky9
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Parasenecio profundorum (Dunn) Y.L.Chen"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0327550-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epcmkc
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cinnamomum longipetiolatum H.W.Li"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169709-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qspewj
title: Occurrence Download

description: A dataset containing 5653 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera onca (Linnaeus, 1758)"
 ]
}

 The dataset includes 5653 records from 208 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0149252-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccksxn
title: Occurrence Download

description: A dataset containing 3882 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Halimium atriplicifolium (Lam.) Spach"
 ]
}

 The dataset includes 3882 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030732-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cybvs
title: Occurrence Download

description: A dataset listing the 52672 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is NMNH Extant Specimen Records (USNM, US)"
 ]
}

 The dataset's 52672 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042294-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4fgb4f
title: Occurrence Download

description: A dataset listing the 1769 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mauritania",
 "HasCoordinate is true",
 "Year is greater than or equal to 1995",
 "Year is less than 2020",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1769 records were derived from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141726-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lwojxb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Austria",
 "TaxonKey is Coleosporium asterum (Dietel) Syd. & P.Syd."
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030743-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z7tp8b
title: Occurrence Download

description: A dataset containing 13897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Centaurea diffusa Lam., Clematis alpina (L.) Mill.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 13897 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161421-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2wgdd
title: Occurrence Download

description: A dataset listing the 1730 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mauritania",
 "HasCoordinate is true",
 "Year is greater than or equal to 1996",
 "Year is less than 2021",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 1730 records were derived from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0141736-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bs7uq
title: Occurrence Download

description: A dataset containing 316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eschrichtiidae"
 ]
}

 The dataset includes 316 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0330744-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7tg4t
title: Occurrence Download

description: A dataset containing 146148 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Anastomus Bonnaterre, 1791",
 "Year 2000-2022"
 ]
}

 The dataset includes 146148 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161425-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf3835
title: Occurrence Download

description: A dataset containing 6285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phymatodes rufipes (Fabricius, 1776), Phymatodes rufipes (Fabricius, 1776), Phymatodes rufipes (Fabricius, 1776), Phytoecia affinis (Harrer, 1784), Phytoecia affinis (Harrer, 1784), Pseudovadonia livida (Fabricius, 1776))",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 6285 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0156585-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.