cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.yj9swa
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gallotia intermedia"
 ]
}

 The dataset includes 41 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010633-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57761/a8rd-2v95
title: Chronic Conditions Data Warehouse

description: This dataset is a work in progress. If you have any questions about using this data or suggestions for improving the format or usability of the data, please let me know! Thanks. Esther Velasquez (evelasq@stanford.edu) 


description: This dataset includes data that is publicly accessible and obtained from the CMS Chronic Conditions Data Warehouse: https://www2.ccwdata.org/web/guest/home

This data is create by the Centers for Medicare and Medicaid for research purposes and more detail about the data, conditions, and algorithms can be found on the website. Some of the documentation from this website is included here such as references for the algorithms; however, these documents are not exhaustive of the resources on the website. 

Note that CMS periodically updates the data, and users should check the website for the most recent updates. The methodology section below explains when the data was accessed for each table.
description: Data for the tables "Chronic Conditions Long" and "Chronic Conditions Wide" come from the url: [https://www2.ccwdata.org/web/guest/condition-categories-chronic](<https://www2.ccwdata.org/web/guest/condition-categories-chronic>)



[Data for the tables "](<https://www2.ccwdata.org/web/guest/condition-categories-chronic>)Chronic Conditions (Other) Long", "Chronic Conditions (Other) Wide ICD-9", "Chronic Conditions (Other) Wide ICD-10" come from the url: [https://www2.ccwdata.org/web/guest/condition-categories-other](<https://www2.ccwdata.org/web/guest/condition-categories-other>)



[There is an R script which scrapes the codes from this website listed in the documentation. This code was last run on January 23, 2025 and data reflects what was posted on the webpages as of this date. ](<https://www2.ccwdata.org/web/guest/condition-categories-other>)



The "Long" versions of the data most closely mimic the original tables on the websites and include the reference period as well as the number/type of claims used for implementing the algorithm for each chronic condition. The "Wide" versions of the data are included as an alternative data format which some users may find easier to use. Note that the following conditions were removed from these datasets because the nuances and complexity of the algorithms for these conditions did not fit within the structure of the dataset: Benign Prostatic, Hyperplasia, Alcohol Use Disorder, Drug Use Disorder, HIV/AIDS, Liver Disease, Opioid Use Disorder, and Tobacco Use Disorder. The algorithms for these conditions can be found on the webpages.
DOI: 10.57761/ywfb-sd49
title: Chronic Conditions Data Warehouse

description: This dataset is a work in progress. If you have any questions about using this data or suggestions for improving the format or usability of the data, please let me know! Thanks. Esther Velasquez (evelasq@stanford.edu) 


description: This dataset includes data that is publicly accessible and obtained from the CMS Chronic Conditions Data Warehouse: https://www2.ccwdata.org/web/guest/home

This data is create by the Centers for Medicare and Medicaid for research purposes and more detail about the data, conditions, and algorithms can be found on the website. Some of the documentation from this website is included here such as references for the algorithms; however, these documents are not exhaustive of the resources on the website. 

Note that CMS periodically updates the data, and users should check the website for the most recent updates. The methodology section below explains when the data was accessed for each table.
description: Data for the tables "Chronic Conditions Long" and "Chronic Conditions Wide" come from the url: [https://www2.ccwdata.org/web/guest/condition-categories-chronic](<https://www2.ccwdata.org/web/guest/condition-categories-chronic>)



[Data for the tables "](<https://www2.ccwdata.org/web/guest/condition-categories-chronic>)Chronic Conditions (Other) Long", "Chronic Conditions (Other) Wide ICD-9", "Chronic Conditions (Other) Wide ICD-10" come from the url: [https://www2.ccwdata.org/web/guest/condition-categories-other](<https://www2.ccwdata.org/web/guest/condition-categories-other>)



[There is an R script which scrapes the codes from this website listed in the documentation. This code was last run on January 23, 2025 and data reflects what was posted on the webpages as of this date. ](<https://www2.ccwdata.org/web/guest/condition-categories-other>)



The "Long" versions of the data most closely mimic the original tables on the websites and include the reference period as well as the number/type of claims used for implementing the algorithm for each chronic condition. The "Wide" versions of the data are included as an alternative data format which some users may find easier to use. Note that the following conditions were removed from these datasets because the nuances and complexity of the algorithms for these conditions did not fit within the structure of the dataset: Benign Prostatic, Hyperplasia, Alcohol Use Disorder, Drug Use Disorder, HIV/AIDS, Liver Disease, Opioid Use Disorder, and Tobacco Use Disorder. The algorithms for these conditions can be found on the webpages.
DOI: 10.15468/dl.bwsp5t
title: Occurrence Download

description: A dataset containing 3705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allionia incarnata L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3705 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056739-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ffccc9
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((15.35764 50.57856,15.90906 50.57856,15.90906 50.80906,15.35764 50.80906,15.35764 50.57856))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae",
 "Year 2010-2012"
 ]
}

 The dataset includes 88 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049218-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qglt2y
title: Occurrence Download

description: A dataset containing 16239 species occurrences available in GBIF matching the query:
{
 "or" : [
 "DatasetKey is Admiralty Bay Benthos Diversity Data Base (ABBED). Cumacea.",
 "DatasetKey is Admiralty Bay Benthos Diversity Data Base (ABBED). Polychaeta. 1979-80",
 "DatasetKey is Admiralty Bay Benthos Diversity Data Base (ABBED). Pycnogonida.",
 "DatasetKey is Admiralty Bay Benthos Diversity Data Base (ABBED). Tanaidacea.",
 "DatasetKey is Amphipoda Hyperiidea of the Southern Ocean: catalogue and occurrences",
 "DatasetKey is ANDEEP3: SeaStars (Echinodermata, Asteroidea)",
 "DatasetKey is Ant'Phipoda Database (New records)",
 "DatasetKey is Antarctic Amphipod Crustaceans: Ant'Phipoda Database (BIANZO)",
 "DatasetKey is Antarctic Amphipoda",
 "DatasetKey is Antarctic and sub-Antarctic Lophogastrida occurrences",
 "DatasetKey is Antarctic and Subantarctic Asteroid zoogeography",
 "DatasetKey is Antarctic Arrow worms",
 "DatasetKey is Antarctic Echinoids: an interactive database",
 "DatasetKey is Antarctic Euphausiacea occurence data from \"German Antarctic Marine Living Resources\" (GAMLR) Expeditions",
 "DatasetKey is Antarctic Euphausiacea occurence data from Norwegian Antarctic Research Expedition 1976-77",
 "DatasetKey is Antarctic Euphausiacea occurence data from Polish FIBEX expeditions",
 "DatasetKey is Antarctic Euphausiacea occurrence data from ITALICA 2000 Expedition",
 "DatasetKey is Antarctic Euphausiacea occurrence data from Norwegian Antarctic Research Expedition 1979",
 "DatasetKey is Antarctic fish Gobionotothen gibberifrons",
 "DatasetKey is Antarctic Foraminiferans"
 ]
}

 The dataset includes 16239 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003128-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wj6n5u
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alnus oblongifolia Torr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 266 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056751-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrylfm
title: Occurrence Download

description: A dataset containing 790798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Passerina cyanea (Linnaeus, 1766)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 790798 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003128-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3n8ve5
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aster heterolepis Hand.-Mazz."
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032034-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9b3382
title: Occurrence Download

description: A dataset containing 20794 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus contorta Douglas ex Loudon"
 ]
}

 The dataset includes 20794 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060792-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ozhvm
title: Occurrence Download

description: A dataset containing 1455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Alectryon excelsus Gaertn.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1455 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003128-170925132151566/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qf7kyz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllanthus collinsiae Craib"
 ]
}

 The dataset includes 9 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029622-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1j0ci3
title: Occurrence Download

description: A dataset containing 9667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia terminalis (Salisb.) J.F.Macbr.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 9667 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003128-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deqnxy
title: Occurrence Download

description: A dataset containing 4664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.9079 4.80399,-74.42825 4.71958,-74.56137 4.34561,-74.47666 4.06803,-73.8837 4.33354,-73.44805 4.53865,-73.9079 4.80399))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Espeletia Mutis ex Humb. & Bonpl."
 ]
}

 The dataset includes 4664 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0167064-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k92hmp
title: Occurrence Download

description: A dataset containing 698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Caracterización de la avifauna de Sabanas del Yarí, Meta; como insumo para la identificación de oportunidades de conservación"
 ]
}

 The dataset includes 698 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043893-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkfa0q
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Opuntia puberula Hort.Vindob. ex Pfeiff."
 ]
}

 The dataset includes 434 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003128-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z8qfu2
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-74.13845 7.0136,-73.6968 7.0136,-73.6968 7.49095,-74.13845 7.48768,-74.21755 7.25234,-74.13845 7.0136))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Potamotrygon magdalenae (Duméril, 1865)"
 ]
}

 The dataset includes 99 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335855-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc2yk8
title: Occurrence Download

description: A dataset containing 1022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Caracterización de grupos hidrobiológicos en Área de perforación exploratoria LLANOS 123, departamento de Casanare, Cundinamarca y Meta, Colombia"
 ]
}

 The dataset includes 1022 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043890-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cg72uu
title: Occurrence Download

description: A dataset containing 348110 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Month is September",
 "Month is October",
 "Month is November",
 "Month is December",
 "Month is January",
 "Month is February",
 "Month is March"
 ]
 },
 "TaxonKey is Pyrocephalus rubinus (Boddaert, 1783)"
 ]
}

 The dataset includes 348110 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048929-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.irgnph
title: Occurrence Download

description: A dataset containing 1267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Norway",
 "Year 2009-2019",
 "TaxonKey is Ficedula parva (Bechstein, 1792)"
 ]
}

 The dataset includes 1267 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013553-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syrt9q
title: Occurrence Download

description: A dataset containing 86450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 {
 "or" : [
 "TaxonKey is Equus Linnaeus, 1758",
 "TaxonKey is Bison C.H.Smith, 1827",
 "TaxonKey is Platygonus Leconte, 1848",
 "TaxonKey is Camelops Leidy, 1854",
 "TaxonKey is Palaeolama Gervais, 1867",
 "TaxonKey is Canis Linnaeus, 1758",
 "TaxonKey is Lynx Kerr, 1792",
 "TaxonKey is Smilodon Lund, 1842",
 "TaxonKey is Procyon Storr, 1780"
 ]
 }
 ]
}

 The dataset includes 86450 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003128-171124123535762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jh2fx3
title: Occurrence Download

description: A dataset containing 403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fauna de Caño Cristales, Sierra de La Macarena, Meta - Colombia"
 ]
}

 The dataset includes 403 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043897-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjm6ls
title: Occurrence Download

description: A dataset containing 15139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Year 1960-2018",
 "HasCoordinate is true",
 "TaxonKey is Bombus hortorum (Linnaeus, 1761)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15139 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003128-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vk3wp6
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-69.12735 -16.55365,-68.86642 -16.63879,-68.39401 -16.50696,-68.52997 -15.91859,-69.61899 -14.97711,-70.41 -15.18585,-70.59677 -15.9137,-69.12735 -16.55365))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Telmatobius culeus (Garman, 1876)"
 ]
}

 The dataset includes 42 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056735-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjtcrn
title: Occurrence Download

description: A dataset containing 3301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bixa orellana L."
 ]
}

 The dataset includes 3301 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003129-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xf9kr
title: Occurrence Download

description: A dataset containing 3545 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Datura metel L."
 ]
}

 The dataset includes 3545 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029594-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtjvje
title: Occurrence Download

description: A dataset containing 11888 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Glis glis (Linnaeus, 1766)"
 ]
}

 The dataset includes 11888 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056769-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8o8jvw
title: Occurrence Download

description: A dataset containing 161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Epidendrum anisatum Lex."
 ]
}

 The dataset includes 161 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003129-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knzjnu
title: Occurrence Download

description: A dataset containing 3744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amorpha canescens Pursh",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3744 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056777-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6hpysh
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphisbaena bassleri Vanzolini, 1951"
 ]
}

 The dataset includes 71 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010036-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xjv66
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codia triverticillata H.C.Hopkins & Pillon"
 ]
}

 The dataset includes 75 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005177-240314170635999/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8g3yml
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Ethiopia",
 "HasCoordinate is true",
 "TaxonKey is Aethomys Thomas, 1915",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014046-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ceg6k4
title: Occurrence Download

description: A dataset containing 1315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ixeris japonica (Burm.fil.) Nakai",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1315 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026076-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.