cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.fge4p2
title: Occurrence Download

description: A dataset containing 151849 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 151849 records from 1184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032296-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37e9f2
title: Occurrence Download

description: A dataset containing 1791 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Earthworm (Lumbricidae) field occurrences from Central Kazakhstan"
 ]
}

 The dataset includes 1791 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051041-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j436gp
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirpus atrovirens",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 101 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051043-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.re5dhz
title: Occurrence Download

description: A dataset containing 29609 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Quercus robur",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29609 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051042-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgj8fc
title: Occurrence Download

description: A dataset containing 4072 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acacia confusa)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4072 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051044-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/t5y0-ad7e-cr07
title: ACE-ASIA: CIRPAS Twin Otter Aerosol Mass Spectrometer. Version 1.0

description: Airborne measurements of aerosol phase sulfate, nitrate, ammonium, and organics were made using an Aerodyne Aerosol Mass Spectrometer (AMS). The AMS operated successfully on 15 out of total of 19 research flights.
DOI: 10.15468/dl.7u5vpq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirpus hattorianus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051047-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3hmyy
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirpus hattorianus",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051046-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17273392
title: Code and data for "A pervasive but asymmetric loss of global natural forests under multi-risk exposures"

description: This dataset provides the complete computational code, detailed descriptions, and key data outputs generated for the research article, "A pervasive but asymmetric loss of global natural forests under multi-risk exposures". This study quantifies the loss (both deforestation and degradation) of global natural forests between 2001 and 2020 and assesses its relationship with various risk exposures.

The dataset includes 12 Google Earth Engine (GEE) scripts developed for the analysis. These scripts were used to integrate multi-source satellite data to identify natural forest extent, quantify deforestation and degradation areas, map the spatial distribution of risks such as drought, fire, and human activity, and estimate the associated Above-Ground Biomass (AGB) loss.

The output data generated by running these scripts are also included. The data are primarily in geospatial vector file format and contain aggregated statistics within global grid cells, such as forest loss area (in million hectares) and AGB loss (in Mg).

A comprehensive README file is provided, detailing the system requirements, step-by-step instructions for running the GEE scripts, and a description of the expected outputs to guide users.
DOI: 10.15468/dl.vjbzcn
title: Occurrence Download

description: A dataset containing 1308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus brotherusii",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1308 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051049-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzm7aq
title: Occurrence Download

description: A dataset containing 16442 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capra nubiana"
 ]
}

 The dataset includes 16442 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051050-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15488983
title: Spanish Twitter Dataset for Pride Day (2015–2025)

description: English Version:

Two datasets are published as part of my Bachelor's final thesis on hate speech, titled Hate Speech on Twitter: Analysis of LGBTIQ-phobia Before and After Elon Musk:



Main.csv: This dataset contains the IDs of 695,000 tweets in Spanish related to the LGBTIQ+ community, collected using specific keywords. The tweets correspond to each June 28th from 2015 to 2025.

Benchmark.csv: This dataset includes the IDs of 657,000 random tweets in Spanish, obtained through a selection of keywords. The tweets represent a 6-minute sample from every hour on each June 28th from 2015 to 2025.


Due to the X Developer Agreement policy, we can only share the tweet IDs. 

For further details, you can find the code for processing and analysis in the project's GitHub repository.

Acknowledgements

We would like to acknowledge the use of tools and support provided by twitterapi.io for data extraction, as well as the Perspective API, which played a crucial role in analyzing tweet toxicity. These resources were indispensable for the successful completion of this project.

 

Versión en Español:

Se publican dos conjuntos de datos como parte de mi trabajo de fin de grado (TFG) sobre el discurso de odio, titulado Discurso de odio en Twitter: Análisis de la LGTBIQ-fobia antes y después de Elon Musk:



Main.csv: Este conjunto de datos contiene los IDs de 695,000 tuits en español relacionados con la comunidad LGTBIQ+, recopilados mediante el uso de palabras clave. Los tuits corresponden a cada 28 de junio de cada año, desde 2015 hasta 2025.

Benchmark.csv: Este conjunto de datos incluye los IDs de 657,000 tuits aleatorios en español, obtenidos a partir de una selección de palabras clave. Los tuits representan una muestra de 6 minutos de cada hora, correspondiente a cada 28 de junio, desde 2015 hasta 2025.


Debido a la X Developer Agreement policy, únicamente podemos compartir los IDs de los tuits. 

Para más detalles, puede consultar el código de procesamiento y análisis de los datos en el repositorio de GitHub del proyecto.

Agradecimientos

Queremos agradecer el apoyo y las herramientas proporcionadas por twitterapi.io para la extracción de datos, así como la Perspective API, que jugó un papel crucial en el análisis de la toxicidad de los tuits. Estos recursos fueron indispensables para la realización exitosa de este proyecto.
DOI: 10.5281/zenodo.17116473
title: Spanish Twitter Dataset for Pride Day (2015–2025)

description: English Version:

Two datasets are published as part of my Bachelor's final thesis on hate speech, titled Hate Speech on Twitter: Analysis of LGBTIQ-phobia Before and After Elon Musk:



Main.csv: This dataset contains the IDs of 695,000 tweets in Spanish related to the LGBTIQ+ community, collected using specific keywords. The tweets correspond to each June 28th from 2015 to 2025.

Benchmark.csv: This dataset includes the IDs of 657,000 random tweets in Spanish, obtained through a selection of keywords. The tweets represent a 6-minute sample from every hour on each June 28th from 2015 to 2025.


Due to the X Developer Agreement policy, we can only share the tweet IDs. 

For further details, you can find the code for processing and analysis in the project's GitHub repository.

Acknowledgements

We would like to acknowledge the use of tools and support provided by twitterapi.io for data extraction, as well as the Perspective API, which played a crucial role in analyzing tweet toxicity. These resources were indispensable for the successful completion of this project.

 

Versión en Español:

Se publican dos conjuntos de datos como parte de mi trabajo de fin de grado (TFG) sobre el discurso de odio, titulado Discurso de odio en Twitter: Análisis de la LGTBIQ-fobia antes y después de Elon Musk:



Main.csv: Este conjunto de datos contiene los IDs de 695,000 tuits en español relacionados con la comunidad LGTBIQ+, recopilados mediante el uso de palabras clave. Los tuits corresponden a cada 28 de junio de cada año, desde 2015 hasta 2025.

Benchmark.csv: Este conjunto de datos incluye los IDs de 657,000 tuits aleatorios en español, obtenidos a partir de una selección de palabras clave. Los tuits representan una muestra de 6 minutos de cada hora, correspondiente a cada 28 de junio, desde 2015 hasta 2025.


Debido a la X Developer Agreement policy, únicamente podemos compartir los IDs de los tuits. 

Para más detalles, puede consultar el código de procesamiento y análisis de los datos en el repositorio de GitHub del proyecto.

Agradecimientos

Queremos agradecer el apoyo y las herramientas proporcionadas por twitterapi.io para la extracción de datos, así como la Perspective API, que jugó un papel crucial en el análisis de la toxicidad de los tuits. Estos recursos fueron indispensables para la realización exitosa de este proyecto.
DOI: 10.26023/50se-ndhs-ty11
title: ACE-ASIA: Kosan Aerosol Size Segregated Element. Version 1.0

description: This dataset contains aerosol size segregated element measurements taken during the ACE-Asia field project. This dataset contains one Excel file.
DOI: 10.15468/dl.v3c7x9
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scirpus radicans",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051051-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqqysn
title: Occurrence Download

description: A dataset containing 19755659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PhylumKey is one of (Echinodermata, Cnidaria, Porifera, Brachiopoda, Bryozoa, Sipuncula, Nemertea, Animalia)",
 "DecimalLatitude is greater than or equal to 60",
 "DecimalLatitude is less than or equal to 90",
 "HasCoordinate is true",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2024",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 19755659 records from 400 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051014-250920141307145/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/13271185
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.heg83h
title: Occurrence Download

description: A dataset containing 482 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Acartia tonsa, Aurelia solida)",
 "Continent is Europe",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 482 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051053-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2k6z4
title: Occurrence Download

description: A dataset containing 927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus trichophyllus",
 "Geometry POLYGON ((26.04335 1.226334, 135.0263 1.226334, 135.0263 55.38525, 26.04335 55.38525, 26.04335 1.226334))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 927 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051054-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6uggr
title: Occurrence Download

description: A dataset containing 22478256 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PhylumKey is one of (Echinodermata, Cnidaria, Porifera, Brachiopoda, Bryozoa, Sipuncula, Nemertea, Animalia)",
 "ClassKey is one of (Bivalvia, Cephalopoda, Polyplacophora, Scaphopoda, Monoplacophora, Gastropoda, Animalia, Malacostraca, Maxillopoda, Branchiopoda, Ostracoda, Merostomata, Pycnogonida, Copepoda)"
 ]
 },
 "DecimalLatitude is greater than or equal to 60",
 "DecimalLatitude is less than or equal to 90",
 "HasCoordinate is true",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2024",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 22478256 records from 723 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051021-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a86ex5
title: Occurrence Download

description: A dataset containing 4207 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies amabilis"
 ]
}

 The dataset includes 4207 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051056-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3086724/2554214
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086726/2554215
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086727/2554216
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086729/2554217
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.f7ym8j
title: Occurrence Download

description: A dataset containing 173359 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is National Trust for Scotland Species Records"
 ]
}

 The dataset includes 173359 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020213-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3086730/2554218
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086731/2554219
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086732/2554220
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086734/2554221
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086735/2554222
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086737/2554223
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086739/2554224
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086740/2554225
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086741/2554226
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086742/2554227
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086743/2554228
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086744/2554229
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086751/2554230
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086758/2554231
title: Data for EMSL Project 51287 from April 2024
DOI: 10.25582/data.2024-04.3086759/2554232
title: Data for EMSL Project 51287 from April 2024
DOI: 10.15468/dl.vsnp4a
title: Occurrence Download

description: A dataset containing 532 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données Mammifères marins ORCA - Données observation à bord d'un ferry de Mammifères marins ORCA"
 ]
}

 The dataset includes 532 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024886-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wkwmi
title: Occurrence Download

description: A dataset containing 3403810 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is A global database for the distributions of crop wild relatives"
 ]
}

 The dataset includes 3403810 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049011-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2wyrf3
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données opportunistes faune récoltées en 2017 par la SEPANLOG"
 ]
}

 The dataset includes 27 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024907-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4fwzh
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalotes kukulcan Snelling, 1999"
 ]
}

 The dataset includes 24 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024904-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.o9qsox
title: Occurrence Download

description: A dataset containing 1239 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Regroupement d'études et inventaires-Données opportunistes"
 ]
}

 The dataset includes 1239 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024913-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.psmdxw
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.18945 -1.70288,-76.13525 3.76831,-75.60791 8.33862,-76.9043 8.7561,-78.48633 3.06519,-80.94727 0.20874,-79.18945 -1.70288))",
 "TaxonKey is Anolis maculiventris Boulenger, 1898"
 ]
}

 The dataset includes 386 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000452-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adp3hx
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Orconectes rafinesquei Rhoades, 1944"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040280-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zjvxap
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Données espèces - Expertise IPE - Milhac - 2012"
 ]
}

 The dataset includes 86 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011186-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qewavs
title: Occurrence Download

description: A dataset containing 1341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Tilmatura dupontii (R.Lesson, 1832)"
 ]
}

 The dataset includes 1341 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040301-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsavpn
title: Occurrence Download

description: A dataset containing 5750754 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 },
 "Country is Costa Rica"
 ]
}

 The dataset includes 5750754 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049018-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2epjt
title: Occurrence Download

description: A dataset containing 546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia confusa Merr.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 546 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001162-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.