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

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Graptemys flavimaculata Cagle, 1954"
 ]
}

 The dataset includes 111 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005779-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7bnfm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta bella Yunck."
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154874-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhoesz
title: Occurrence Download

description: A dataset containing 3689 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "TaxonKey is Picea glauca (Moench) Voss"
 ]
}

 The dataset includes 3689 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005779-171025204727650/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7bq3h5
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta brachycalyx (Yunck.) Yunck."
 ]
}

 The dataset includes 41 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154880-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ks3ca2
title: Occurrence Download

description: A dataset containing 5497 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Isopyrum thalictroides L."
 ]
}

 The dataset includes 5497 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006117-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grrr39
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta bracteata Engelm."
 ]
}

 The dataset includes 27 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154881-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w32gks
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-73.50153 5.36424,-72.74089 4.61958,-72.37177 4.93597,-72.01506 5.20893,-72.79966 5.96634,-73.50153 5.36424))",
 "HasGeospatialIssue is false",
 "TaxonKey is Araceae"
 ]
}

 The dataset includes 200 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004369-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8eefm
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Relative abundance of coccosphere-units of sediment core GIK23400-3"
 ]
}

 The dataset includes 62 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005780-160822134323880/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xuhkx4
title: Occurrence Download

description: A dataset containing 200747 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aythya marila (Linnaeus, 1761)",
 "HasCoordinate is true",
 "Month is January",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 200747 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027906-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pla381
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Selaginella compta Hand.-Mazz."
 ]
}

 The dataset includes 54 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005780-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.atb29h
title: Occurrence Download

description: A dataset containing 2002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "EventDate is less than or equal to 2023-10-31",
 "EventDate is greater than or equal to 2023-10-24",
 "DecimalLatitude is greater than or equal to 35",
 "DecimalLatitude is less than or equal to 72",
 "DecimalLongitude is greater than or equal to -86",
 "DecimalLongitude is less than or equal to -47"
 ]
}

 The dataset includes 2002 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033643-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tkzfjp
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus ravus Cope, 1865"
 ]
}

 The dataset includes 305 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005780-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsnfpn
title: Occurrence Download

description: A dataset containing 18198105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18198105 records from 562 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033661-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.62ssqx
title: Occurrence Download

description: A dataset containing 16346 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biodiversidad asociada al Estudio de Impacto Ambiental (EIA) para la obtención de la licencia ambiental global para el área de desarrollo LLANOS 134"
 ]
}

 The dataset includes 16346 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041625-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwg6rj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Graptemys oculifera (Baur, 1890)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005780-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.riohnl
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Crucihimalaya wallichii (Hook.f. & Thomson) Al-Shehbaz, O'Kane & R.A.Price",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 95 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005780-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dyk9rx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astragalus salavatabadensis Podlech"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036372-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acjdwt
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((95 20,125 20,125 35,95 35,95 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Hoolock tianxing Peng-Fei Fan, Kai He, Xing Chen et al., 2017"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154884-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvyur7
title: Occurrence Download

description: A dataset containing 788 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia tirucalli L."
 ]
}

 The dataset includes 788 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006117-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ehbr3
title: Occurrence Download

description: A dataset containing 147 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aspidoscelis carmenensis (Maslin & Secoy, 1986)"
 ]
}

 The dataset includes 147 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005781-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88x6as
title: Occurrence Download

description: A dataset containing 3489 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuscuta californica Choisy"
 ]
}

 The dataset includes 3489 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154886-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.66j3db
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guatemala",
 "TaxonKey is Crotalaria longirostrata Hook. & Arn."
 ]
}

 The dataset includes 52 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005781-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ut76k5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((95 20,125 20,125 35,95 35,95 20))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "TaxonKey is Rhinopithecus roxellana (A.Milne-Edwards, 1870)"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154891-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txhkpd
title: Occurrence Download

description: A dataset containing 193952 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arctium L."
 ]
}

 The dataset includes 193952 records from 646 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005781-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15735827
title: Bayesian robust symmetric regression for medical data with heavy-tailed errors and censoring

description: Dataset Descriptions: 

1.Hospital Stay and Clinical Features

This dataset contains patient information related to hospital stays and associated clinical features. The data is structured to support exploratory analysis and predictive modeling for healthcare outcomes, particularly the duration of hospital stays. It includes various demographic, clinical, and laboratory variables collected at the time of hospital admission.

Key Features:





Age: Patient’s age in years




Gender: Categorical variable indicating the sex of the patient (Male/Female)




Diagnosis: Primary diagnosis upon admission




Comorbidities: Presence of chronic conditions such as diabetes, hypertension, etc.




Admission Type: Emergency, elective, or other




Length of Stay: Duration of hospitalization in days (target variable for regression)




Lab Results: Includes WBC, RBC, Hemoglobin, Platelet counts, etc.




Outcome: Patient outcome (e.g., discharged, deceased)



Purpose:This dataset is intended for use in statistical modeling and machine learning applications focused on predicting hospital stay duration, understanding contributing factors, and potentially optimizing resource allocation in healthcare settings.

File Format: Excel spreadsheet with separate columns for each variable. Missing values may be present and should be handled during preprocessing.

2.  Lung Cancer Survival Dataset from R 'survival' Package

Description: This dataset contains clinical and survival information for 228 patients with advanced lung cancer. It is a standard dataset included in the 'survival' R package. Variables include survival time, censoring status, age, sex, ECOG performance status, and other clinical features.

Original Source: R 'survival' package (https://cran.r-project.org/package=survival)License: Public domain / CC0Prepared  for use in Bayesian robust regression applications.
DOI: 10.5281/zenodo.15735828
title: Bayesian robust symmetric regression for medical data with heavy-tailed errors and censoring

description: Dataset Descriptions: 

1.Hospital Stay and Clinical Features

This dataset contains patient information related to hospital stays and associated clinical features. The data is structured to support exploratory analysis and predictive modeling for healthcare outcomes, particularly the duration of hospital stays. It includes various demographic, clinical, and laboratory variables collected at the time of hospital admission.

Key Features:





Age: Patient’s age in years




Gender: Categorical variable indicating the sex of the patient (Male/Female)




Diagnosis: Primary diagnosis upon admission




Comorbidities: Presence of chronic conditions such as diabetes, hypertension, etc.




Admission Type: Emergency, elective, or other




Length of Stay: Duration of hospitalization in days (target variable for regression)




Lab Results: Includes WBC, RBC, Hemoglobin, Platelet counts, etc.




Outcome: Patient outcome (e.g., discharged, deceased)



Purpose:This dataset is intended for use in statistical modeling and machine learning applications focused on predicting hospital stay duration, understanding contributing factors, and potentially optimizing resource allocation in healthcare settings.

File Format: Excel spreadsheet with separate columns for each variable. Missing values may be present and should be handled during preprocessing.

2.  Lung Cancer Survival Dataset from R 'survival' Package

Description: This dataset contains clinical and survival information for 228 patients with advanced lung cancer. It is a standard dataset included in the 'survival' R package. Variables include survival time, censoring status, age, sex, ECOG performance status, and other clinical features.

Original Source: R 'survival' package (https://cran.r-project.org/package=survival)License: Public domain / CC0Prepared  for use in Bayesian robust regression applications.
DOI: 10.15468/dl.wgw3kp
title: Occurrence Download

description: A dataset containing 20490 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bubo bubo (Linnaeus, 1758)",
 "Country is Spain",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 20490 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025456-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnvccy
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camptopoeum friesei Mocsáry, 1894",
 "Year 1024-2024"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004036-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evv4zp
title: Occurrence Download

description: A dataset containing 3860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Coprosma robusta Raoul"
 ]
}

 The dataset includes 3860 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010472-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9rvqw
title: Occurrence Download

description: A dataset containing 390888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juncus articulatus L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 390888 records from 1198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004051-240130105604617/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjyr6z
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Babax waddelli Dresser, 1905"
 ]
}

 The dataset includes 193 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025366-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6j5pz6
title: Occurrence Download

description: A dataset containing 108757 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zimmerius vilissimus (P.L.Sclater & Salvin, 1859)"
 ]
}

 The dataset includes 108757 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042530-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeaatb
title: Occurrence Download

description: A dataset containing 34110 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Embothrium J.R.Forst. & G.Forst.",
 "TaxonKey is Oreocallis R.Br.",
 "TaxonKey is Alloxylon P.H.Weston & Crisp",
 "TaxonKey is Telopea R.Br.",
 "TaxonKey is Stenocarpus R.Br.",
 "TaxonKey is Strangea Meisn.",
 "TaxonKey is Lomatia R.Br."
 ]
 },
 "HasCoordinate is TRUE",
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Literature Occurrence"
 ]
 }
 ]
}

 The dataset includes 34110 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010472-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etpkv4
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diospyros quaesita Thwaites"
 ]
}

 The dataset includes 62 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025362-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by4uma
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Gastrotheca lateonota Duellman & Trueb, 1988"
 ]
}

 The dataset includes 15 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042537-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfixmp
title: Occurrence Download

description: A dataset containing 1223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cedrela P.Browne",
 "DatasetKey is Tropicos MO Specimen Data"
 ]
}

 The dataset includes 1223 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010473-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eb2ea7
title: Occurrence Download

description: A dataset containing 1902 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Diplazium cordifolium Blume"
 ]
}

 The dataset includes 1902 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025360-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2fwvv
title: Occurrence Download

description: A dataset containing 2790 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agraulis vanillae (Linnaeus, 1758)"
 ]
}

 The dataset includes 2790 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010473-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.