cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.15chlz
title: Occurrence Download

description: A dataset containing 1307919 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanaceae"
 ]
}

 The dataset includes 1307919 records from 933 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004470-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8s6nq
title: Occurrence Download

description: A dataset containing 1827 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Hymenoptères Ichneumonidae de France - Données bibliographiques sur les Ichneumonidae de France"
 ]
}

 The dataset includes 1827 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000354-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcgd3f
title: Occurrence Download

description: A dataset containing 2713 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum coronopifolium Vill."
 ]
}

 The dataset includes 2713 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008433-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exz7um
title: Occurrence Download

description: A dataset listing the 3822077 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 3822077 records were derived from 54456 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0232628-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77wykh
title: Occurrence Download

description: A dataset listing the 1904 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychidae"
 ]
}

 The dataset's 1904 records were derived from 555 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007417-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sawxmq
title: Occurrence Download

description: A dataset containing 85 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Month is one of (March, April, May)",
 "OccurrenceStatus is Present",
 "TaxonKey is Annona glauca Schumach. & Thonn."
 ]
}

 The dataset includes 85 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007422-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14019835
title: Planilha - dados para criação dos protótipos vocabulário controlado/chatbot

description: Planilha com os dados que foram usados para criação dos protótipos do vocabulário controlado/chatbot.

Faz parte da tese de doutorado de Paula Cotrim de Abrantes. Título: Inter-relação da Organização do Conhecimento com a Inteligência Artificial: análise empírica em protótipo de chatbot e análise em patentes no período de 2000 a 2022.
DOI: 10.5281/zenodo.14019836
title: Planilha - dados para criação dos protótipos vocabulário controlado/chatbot

description: Planilha com os dados que foram usados para criação dos protótipos do vocabulário controlado/chatbot.

Faz parte da tese de doutorado de Paula Cotrim de Abrantes. Título: Inter-relação da Organização do Conhecimento com a Inteligência Artificial: análise empírica em protótipo de chatbot e análise em patentes no período de 2000 a 2022.
DOI: 10.15468/dl.jzh9yp
title: Occurrence Download

description: A dataset containing 4331575 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is Observation.org, Nature data from around the World"
 ]
}

 The dataset includes 4331575 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007419-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gq6cgq
title: Occurrence Download

description: A dataset containing 2013335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is iNaturalist Research-grade Observations"
 ]
}

 The dataset includes 2013335 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007416-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15164072
title: Dataset de propiedades en venta en España (2025) – Idealista

description: El conjunto de datos obtenido recoge información detallada sobre anuncios de propiedades en venta extraídos del portal inmobiliario Idealista. El resultado es un dataset con más de 29.600 registros, cada uno correspondiente a una propiedad individual ubicada en España. Cada fila representa un anuncio distinto y contiene una combinación de variables estructuradas y semi-estructuradas, organizadas en torno a las siguientes dimensiones:





Identificación del inmueble: incluye un identificador único (property_id) y el título del anuncio (title), donde se sintetizan el tipo de vivienda y su ubicación.




Ubicación geográfica: se detalla tanto la dirección concreta (address) como una localización general (location), que suele incluir el barrio, municipio o distrito.




Información económica: el dataset recoge el precio total de la propiedad (price) y el precio por metro cuadrado (price_m2), permitiendo un análisis comparativo entre zonas.




Características del inmueble: bajo la variable features, se condensan elementos como la superficie construida, el número de habitaciones, el número de baños o la existencia de extras (garaje, ascensor, etc.). Esta información aparece en formato texto y requerirá procesamiento adicional para su análisis.




Eficiencia energética: se incluyen dos indicadores relevantes: energy_consumption (consumo energético) y energy_emissions (emisiones de CO₂). Sin embargo, no todos los anuncios aportan esta información, lo que introduce valores nulos que deben considerarse en el tratamiento posterior.




Datos de la agencia: cada propiedad está asociada a una inmobiliaria o agente (agent_name y agent_ref), lo que permite estudiar patrones de mercado ligados a determinados actores del sector.




Temporalidad: la variable last_updated indica la fecha de la última actualización del anuncio (en formato textual), mientras que scraped_date especifica el momento en que se realizó la recolección de datos. En ambos casos, esta información facilita análisis dinámicos sobre la evolución del mercado inmobiliario.
DOI: 10.5281/zenodo.15164073
title: Dataset de propiedades en venta en España (2025) – Idealista

description: El conjunto de datos obtenido recoge información detallada sobre anuncios de propiedades en venta extraídos del portal inmobiliario Idealista. El resultado es un dataset con más de 29.600 registros, cada uno correspondiente a una propiedad individual ubicada en España. Cada fila representa un anuncio distinto y contiene una combinación de variables estructuradas y semi-estructuradas, organizadas en torno a las siguientes dimensiones:





Identificación del inmueble: incluye un identificador único (property_id) y el título del anuncio (title), donde se sintetizan el tipo de vivienda y su ubicación.




Ubicación geográfica: se detalla tanto la dirección concreta (address) como una localización general (location), que suele incluir el barrio, municipio o distrito.




Información económica: el dataset recoge el precio total de la propiedad (price) y el precio por metro cuadrado (price_m2), permitiendo un análisis comparativo entre zonas.




Características del inmueble: bajo la variable features, se condensan elementos como la superficie construida, el número de habitaciones, el número de baños o la existencia de extras (garaje, ascensor, etc.). Esta información aparece en formato texto y requerirá procesamiento adicional para su análisis.




Eficiencia energética: se incluyen dos indicadores relevantes: energy_consumption (consumo energético) y energy_emissions (emisiones de CO₂). Sin embargo, no todos los anuncios aportan esta información, lo que introduce valores nulos que deben considerarse en el tratamiento posterior.




Datos de la agencia: cada propiedad está asociada a una inmobiliaria o agente (agent_name y agent_ref), lo que permite estudiar patrones de mercado ligados a determinados actores del sector.




Temporalidad: la variable last_updated indica la fecha de la última actualización del anuncio (en formato textual), mientras que scraped_date especifica el momento en que se realizó la recolección de datos. En ambos casos, esta información facilita análisis dinámicos sobre la evolución del mercado inmobiliario.
DOI: 10.15468/dl.3356db
title: Occurrence Download

description: A dataset containing 810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Month is one of (May, June, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Diospyros lotus L."
 ]
}

 The dataset includes 810 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007423-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdkm44
title: Occurrence Download

description: A dataset containing 31481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Artibeus jamaicensis Leach, 1821"
 ]
}

 The dataset includes 31481 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007424-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14583599
title: Dataset for the article: "From observed dispatch to market orientation: Profiling gas units with deep clustering"

description: Dataset



"2019-2023_DE_v7.parquet": input dataset for the deep clustering algorithm

"2019-2023_DE_v7.md": structural metadata


Statistics



"statistics_DE.csv": power plant information for the cluster analysis

"statistics_DE.md": structural metadata
DOI: 10.34740/kaggle/dsv/11301362
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.15468/dl.xy459r
title: Occurrence Download

description: A dataset containing 5390 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Podocnemis unifilis Troschel, 1848"
 ]
}

 The dataset includes 5390 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007425-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2nkzp
title: Occurrence Download

description: A dataset containing 6731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is Artibeus phaeotis (Miller, 1902)"
 ]
}

 The dataset includes 6731 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007426-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy4syc
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "IucnRedListCategory is CR",
 "PublishingCountry is Hong Kong",
 "TaxonKey is Emberizidae",
 "Year 2005-2014"
 ]
}

 The dataset includes 218 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007428-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46qn89
title: Occurrence Download

description: A dataset containing 4482 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta epithymum subsp. epithymum"
 ]
}

 The dataset includes 4482 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007429-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qb2sg6
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.59489 33.06205,-66.40511 33.06205,-66.40511 43.93795,-93.59489 43.93795,-93.59489 33.06205))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sylvilagus obscurus Chapman, Cramer, Deppenaar & Robinson, 1992"
 ]
}

 The dataset includes 117 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007427-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15118234
title: reddit comments from financial subreddits

description: this dataset consists of Reddit comments from popular financial subreddits, including r/personalfinance, r/Frugal, r/Economics, r/business, r/investing, and r/financialindependence, spanning December 2005 to 2020. Initially, we collected 25,537,689 comments, but after applying filtering criteria—such as removing bot-generated and non-financial moderator comments—we retained around 8 million comments for analysis.
DOI: 10.5281/zenodo.15118235
title: reddit comments from financial subreddits

description: this dataset consists of Reddit comments from popular financial subreddits, including r/personalfinance, r/Frugal, r/Economics, r/business, r/investing, and r/financialindependence, spanning December 2005 to 2020. Initially, we collected 25,537,689 comments, but after applying filtering criteria—such as removing bot-generated and non-financial moderator comments—we retained around 8 million comments for analysis.
DOI: 10.15468/dl.k8ce3v
title: Occurrence Download

description: A dataset containing 1138 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neofavolus suavissimus (Fr.) Seelan, Justo & Hibbett"
 ]
}

 The dataset includes 1138 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007431-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwexag
title: Occurrence Download

description: A dataset containing 2070 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphisbaena fuliginosa Linnaeus, 1758"
 ]
}

 The dataset includes 2070 records from 125 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007432-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y858yy
title: Occurrence Download

description: A dataset containing 346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "DatasetKey is one of (Herpetology Collection - Instituto Nacional de Pesquisas da Amazônia, MCP-Anfibios - Coleção de Anfíbios, Colección de Anfibios, CAS Herpetology (HERP), ZUEC-AMP - Coleção de Anfíbios do Museu de Zoologia da UNICAMP, Museum of Comparative Zoology, Harvard University, NMNH Extant Specimen Records (USNM, US), Museo Argentino de Ciencias Naturales \"Bernardino Rivadavia\" (MACN). Herpetology National Collection (MACNHe), Partial Amphibians Collection, Coleção Zoológica da Universidade Federal de Mato Grosso do Sul - Amphibia (ZUFMS-AMP))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "PublishingOrg is one of (658207e3-b01f-4007-b14d-64b13022cd5a, c0d9c91a-0f83-4819-bf7e-bb5e1184eb6b, e6c2fab8-8716-48b8-ae62-dacbc73b35b5, 610414e0-8040-11d9-8294-b8a03c50a862, 66522820-055c-11d8-b84e-b8a03c50a862, d073b448-6b80-4364-8c38-18d08b88797f, b4640710-8e03-11d8-b956-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 2e4af590-37d0-11d9-8439-b8a03c50a862, 23539a57-1347-4dd3-af2a-cf9478563baa)",
 "TaxonKey is Rhinella major (Müller & Hellmich, 1936)"
 ]
}

 The dataset includes 346 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007433-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d9yw47
title: Occurrence Download

description: A dataset containing 2419 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Aves)",
 "GadmGid is one of (COL.30.15_2)"
 ]
 }
 ]
}

 The dataset includes 2419 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007434-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guzrjk
title: Occurrence Download

description: A dataset containing 4452355 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao)",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1995-2025"
 ]
}

 The dataset includes 4452355 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007430-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a94u9k
title: Occurrence Download

description: A dataset containing 4366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Occurrence evidence)",
 "TaxonKey is Artibeus toltecus (Saussure, 1860)"
 ]
}

 The dataset includes 4366 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007436-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amd5v9
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthus hungaricus (Borbás) Baen.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 150 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068490-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6v7bd2
title: Occurrence Download

description: A dataset containing 25141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "GadmGid is THA",
 "OccurrenceStatus is Present",
 "TaxonKey is Motacillidae",
 "Year 2000-2021"
 ]
}

 The dataset includes 25141 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0251470-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7lzoq
title: Occurrence Download

description: A dataset containing 8527 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ameiva undulata Wiegmann"
 ]
}

 The dataset includes 8527 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009785-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkwtf5
title: Occurrence Download

description: A dataset containing 364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allium corsicum Jauzein, J.-M.Tison, Deschâtres & H.Couderc, Allium cupani Raf., Allium cyrilli Ten., Allium decipiens Fisch. ex Schult. & Schult.f., Allium decipiens Fisch. ex Schult. & Schult.f., Allium delicatulum Siev. ex Schult. & Schult.f., Allium longispathum Redouté, Allium denudatum Redouté, Allium dilatatum Zahar., Allium ericetorum Thore)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 364 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068477-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ma6jsv
title: Occurrence Download

description: A dataset containing 2864 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arabidopsis thaliana (L.) Heynh.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 2864 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000540-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.svoetw
title: Occurrence Download

description: A dataset containing 47495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Potentilla neumanniana Rchb.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 47495 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009785-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgbe52
title: Occurrence Download

description: A dataset containing 440440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer campestre L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 440440 records from 2026 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068498-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/2829
title: autogen-python