cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/fx3die
title: PATSTAT Global

description: &lt;p&gt;Published by the European Patent Office, PATSTAT Global provides information on patent applications and granted patents collected from national and regional patent offices worldwide. The dataset has been formatted to facilitate statistical analysis. It can be used to research when a patent application was filed, how the patent progressed through the process, if and when it was granted, who the inventors were, and the textual abstract of the patent itself. &lt;/p&gt;

&lt;p&gt;PATSTAT Global is extracted from PATSTAT Online database. It is a snapshot of the source database at the time of extraction which is end of January for the spring edition and end of July for the autumn edition. &lt;/p&gt;

&lt;p&gt;Files are in .csv format. More information is available on the &lt;a href = "https://www.epo.org/en/searching-for-patents/business/patstat#tab1"&gt;PATSTAT website.&lt;/a&gt; &lt;/p&gt;

&lt;p&gt;DATA AVAILABLE FOR PERIOD: 1900-July 2024&lt;p&gt;
description: View in MIT catalog
Specific coverage by country and time period (external link)
File type(s): text (data)
mcdm:cumulative-integrating
latest update: 2024:autumn
version history: v6--replaced broken zip files
DOI: 10.15468/dl.f78rau
title: Occurrence Download

description: A dataset containing 3510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material citation, Material sample, Human Observation)",
 "Continent is one of (South America, North America)",
 "Country is one of (Bolivia (Plurinational State of), Panama, Colombia, Brazil, French Guiana, Uruguay, Argentina, Trinidad and Tobago, Suriname)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rivulidae"
 ]
}

 The dataset includes 3510 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017008-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w35svy
title: Occurrence Download

description: A dataset containing 25106 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Proechimys"
 ]
}

 The dataset includes 25106 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017006-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17921811
title: On the Effectiveness of Surrogate Fitness Functions for DNN Testing and Retraining without Ground Truth

description: Replication package and datset for the paper "On the Effectiveness of Surrogate Fitness Functions for DNN Testing and Retraining without Ground Truth", copyright belongs to the authors of the paper.

Files matching the pattern generated_dataset_*.tar.xz contain the images generated when running DESIGNATE with the different fitness functions (RQ1, RQ2, RQ3). These files contain resized images for space reasons. Contact us for the original.

RQ4-survey-survey.tar.xz contains the survey results.

File ReplicationScripts.tar.xz contain the scripts, DNN under test, and GANs to replicate the experiment.
DOI: 10.5281/zenodo.18509315
title: On the Effectiveness of Surrogate Fitness Functions for DNN Testing and Retraining without Ground Truth

description: Replication package and datset for the paper "On the Effectiveness of Surrogate Fitness Functions for DNN Testing and Retraining without Ground Truth", copyright belongs to the authors of the paper.

Files matching the pattern generated_dataset_*.tar.xz contain the images generated when running DESIGNATE with the different fitness functions (RQ1, RQ2, RQ3). These files contain resized images for space reasons. Contact us for the original.

RQ4-survey-survey.tar.xz contains the survey results.

File ReplicationScripts.tar.xz contain the scripts, DNN under test, and GANs to replicate the experiment.
DOI: 10.15468/dl.hjr6tg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-26.871338947902935 -89.99999864374855, -26.871734028643573 -89.99999864373832, -26.872205886261224 -89.9999986437301, -26.872736443603877 -89.99999864372423, -26.873305204469613 -89.9999986437209, -26.873890447789712 -89.99999864372028, -26.87446955989107 -89.99999864372236, -26.87502041531064 -89.99999864372707, -26.87552169886103 -89.99999864373426, -26.875954277742576 -89.99999864374361, -26.87630145007293 -89.99999864375478, -26.876549980413504 -89.99999864376733, -26.876690155490117 -89.9999986437808, -26.876716711115492 -89.99999864379465, -26.876628538148967 -89.99999864380837, -26.876429096136295 -89.99999864382141, -26.876125989953355 -89.99999864383328, -26.875730914657577 -89.99999864384351, -26.87525903894009 -89.99999864385173, -26.8747284427358 -89.99999864385761, -26.87415962811587 -89.99999864386092, -26.873574324357847 -89.99999864386156, -26.87299515434773 -89.99999864385946, -26.87244425231657 -89.99999864385475, -26.871942940623775 -89.99999864384756, -26.87151035627597 -89.99999864383821, -26.87116320204766 -89.99999864382704, -26.87091471054593 -89.9999986438145, -26.87077458923857 -89.99999864380102, -26.87074809402593 -89.99999864378717, -26.87083632493355 -89.99999864377345, -26.871035813526753 -89.99999864376043, -26.871338947902935 -89.99999864374855))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026)",
 "Modified is greater than or equal to 2026-02-06"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017009-260129131611470/datasets/export for details.
DOI: 10.15468/dl.cba5kh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-26.87125940372593 -89.99999868749723, -26.87166763183918 -89.999998687487, -26.872155188019654 -89.99999868747877, -26.872703324572534 -89.99999868747291, -26.87329107110502 -89.99999868746957, -26.873895707548748 -89.99999868746896, -26.874494144986606 -89.99999868747103, -26.87506324573578 -89.99999868747577, -26.87558126263539 -89.99999868748293, -26.87602821947762 -89.99999868749228, -26.876386928380683 -89.99999868750345, -26.876643644923586 -89.99999868751603, -26.876788540538335 -89.99999868752947, -26.87681596883101 -89.99999868754333, -26.876724853217677 -89.99999868755704, -26.87651876855609 -89.99999868757007, -26.87620557293 -89.99999868758195, -26.87579735063588 -89.99999868759218, -26.875309775124126 -89.9999986876004, -26.87476159705529 -89.99999868760626, -26.874173793153215 -89.99999868760959, -26.873569092181118 -89.99999868761022, -26.872970592898916 -89.99999868760814, -26.872401442406524 -89.99999868760341, -26.87188339542708 -89.99999868759623, -26.871436432758188 -89.99999868758688, -26.871077743184088 -89.99999868757571, -26.870821068160495 -89.99999868756315, -26.870676229900575 -89.99999868754969, -26.870648866110425 -89.99999868753584, -26.87074004359692 -89.99999868752212, -26.870946178008758 -89.9999986875091, -26.87125940372593 -89.99999868749723))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026)",
 "Modified is greater than or equal to 2026-02-06"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017010-260129131611470/datasets/export for details.
DOI: 10.15468/dl.zyu77f
title: Occurrence Download

description: A dataset listing the 33820 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Specimen, Material citation)",
 "Country is Colombia",
 "DatasetKey is one of (Herbario Universidad de Antioquia (HUA), Tropicos MO Specimen Data, Herbario Amazónico Colombiano Dairon Cárdenas López, Herbario Pontificia Universidad Javeriana, Colección Herbario Federico Medem Bogotá - FMB, Herbario Nacional Colombiano (COL), Herbario de la Universidad Industrial de Santander)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (eac88d99-9f6c-4031-8fc4-8088f0e0dfe7, 9d77fdeb-100f-4b29-98ad-4effdd824457, cccff716-2694-4209-9f9e-2f7a484465a0, 2a7e3080-28a9-11dd-97cd-b8a03c50a862, 0e2f2e28-7790-4c82-b8fb-6ef7b4c764e2, 90fd6680-349f-11d8-aa2d-b8a03c50a862, 6c147991-c3bf-453d-a778-3bea9a534804)",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 33820 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016995-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5mg7g87b
title: MassIVE MSV000100751 - GNPS - cells metabolites test
title: Untargeted LC-MS/MS acquisition was performed on a Vanquish Flex UHPLC system coupled to an Orbitrap Exploris 240 (Thermo Fisher Scientific, Bremen, Germany). Chromatographic separation was performed on a Kinetex 1.7 um 100 A pore size C18 reversed phase UHPLC column 150 x 2.1 mm (Phenomenex, Torrance, CA).
DOI: 10.15468/dl.c5hccu
title: Occurrence Download

description: A dataset containing 14707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Myosotis scorpioides, Myosotis scorpioides, Myosotis palustris, Myosotis palustris, Myosotis palustris, Myosotis palustris, Myosotis palustris)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 14707 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017011-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vddkma
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Roseolithon potiguarae"
 ]
}

 The dataset includes 22 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017012-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r35ckq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-26.871338947902935 -89.99999864374855, -26.871734028643573 -89.99999864373832, -26.872205886261224 -89.9999986437301, -26.872736443603877 -89.99999864372423, -26.873305204469613 -89.9999986437209, -26.873890447789712 -89.99999864372028, -26.87446955989107 -89.99999864372236, -26.87502041531064 -89.99999864372707, -26.87552169886103 -89.99999864373426, -26.875954277742576 -89.99999864374361, -26.87630145007293 -89.99999864375478, -26.876549980413504 -89.99999864376733, -26.876690155490117 -89.9999986437808, -26.876716711115492 -89.99999864379465, -26.876628538148967 -89.99999864380837, -26.876429096136295 -89.99999864382141, -26.876125989953355 -89.99999864383328, -26.875730914657577 -89.99999864384351, -26.87525903894009 -89.99999864385173, -26.8747284427358 -89.99999864385761, -26.87415962811587 -89.99999864386092, -26.873574324357847 -89.99999864386156, -26.87299515434773 -89.99999864385946, -26.87244425231657 -89.99999864385475, -26.871942940623775 -89.99999864384756, -26.87151035627597 -89.99999864383821, -26.87116320204766 -89.99999864382704, -26.87091471054593 -89.9999986438145, -26.87077458923857 -89.99999864380102, -26.87074809402593 -89.99999864378717, -26.87083632493355 -89.99999864377345, -26.871035813526753 -89.99999864376043, -26.871338947902935 -89.99999864374855))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026)",
 "Modified is greater than or equal to 2026-02-06"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017013-260129131611470/datasets/export for details.
DOI: 10.15468/dl.gyqwav
title: Occurrence Download

description: A dataset containing 4782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (BRA.11.26_2, BRA.11.16_2, BRA.11.9_2, BRA.11.15_2, BRA.11.63_2, BRA.11.51_2, BRA.11.48_2)",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 4782 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017014-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18508541
title: Pitera Eco Enzyme
DOI: 10.5281/zenodo.18509208
title: Pitera Eco Enzyme
DOI: 10.25810/8pez-h060
title: Asian Newspaper Coverage of Climate Change or Global Warming, 2004-2026

description: The Media and Climate Change Observatory Data monitors 117 sources (across newspapers, radio and TV) in 55 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://sciencepolicy.colorado.edu/media_coverage.
DOI: 10.6084/m9.figshare.31282867
title: Dataset - Sex and gender distribution in dance - Large epidemiological studies removed

description: The datasets presented here are part of a study investigating the sex and gender distribution of participants in dance medicine and science research. Articles in four major journals utilised for Dance Medicine and Science research were studied from January 2023 – December 2025 inclusive. The methodology sought to replicate that utilised by Costello et al. (2014) and Ose et al. (2025) in their study of sports science papers. Both articles utilised the “Sport Science” category of the Thomson Reuters science citation index in order to select the top-ranking journals, however there is currently no equivalent “Dance Science” category available in the index, therefore this study drew upon the recent bibliometric analysis of research in dance medicine and science by Brown-Appenzeller et al. (2025). The authors analysed dance medicine and science research between 2007 and 2024, a period of significant growth in this sector, and provided a number of performance indicators including most cited sources. Accordingly, the Journal of Dance Medicine and Science (JDMS), American Journal of Sport Medicine (AJSM), British Journal of Sport Medicine (BJSM) and Medical Problems of Performing Artists (MPPA) were selected based on this citation ranking (Brown-Appenzeller et al., 2025).
DOI: 10.6084/m9.figshare.31282867.v1
title: Dataset - Sex and gender distribution in dance - Large epidemiological studies removed

description: The dataset presented here is part of a study investigating the sex and gender distribution of participants in dance medicine and science research.
DOI: 10.6084/m9.figshare.31282867.v2
title: Dataset - Sex and gender distribution in dance - Large epidemiological studies removed

description: The datasets presented here are part of a study investigating the sex and gender distribution of participants in dance medicine and science research. Articles in four major journals utilised for Dance Medicine and Science research were studied from January 2023 – December 2025 inclusive. The methodology sought to replicate that utilised by Costello et al. (2014) and Ose et al. (2025) in their study of sports science papers. Both articles utilised the “Sport Science” category of the Thomson Reuters science citation index in order to select the top-ranking journals, however there is currently no equivalent “Dance Science” category available in the index, therefore this study drew upon the recent bibliometric analysis of research in dance medicine and science by Brown-Appenzeller et al. (2025). The authors analysed dance medicine and science research between 2007 and 2024, a period of significant growth in this sector, and provided a number of performance indicators including most cited sources. Accordingly, the Journal of Dance Medicine and Science (JDMS), American Journal of Sport Medicine (AJSM), British Journal of Sport Medicine (BJSM) and Medical Problems of Performing Artists (MPPA) were selected based on this citation ranking (Brown-Appenzeller et al., 2025).
DOI: 10.15468/dl.dthsee
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-26.87141350902047 -89.99999859999988, -26.871796264117506 -89.99999859998965, -26.872253404310754 -89.99999859998142, -26.87276741625267 -89.99999859997556, -26.873318507689973 -89.99999859997222, -26.873885440228097 -89.9999985999716, -26.87444656444015 -89.99999859997368, -26.874980185164027 -89.99999859997841, -26.875465910817123 -89.99999859998557, -26.875884945547963 -89.99999859999494, -26.876221367178943 -89.9999986000061, -26.876462093337455 -89.99999860001867, -26.876597907790913 -89.99999860003213, -26.876623645342306 -89.99999860004598, -26.8765382311723 -89.9999986000597, -26.87634501669409 -89.99999860007274, -26.87605136938002 -89.99999860008461, -26.87566861941125 -89.99999860009486, -26.87521146222914 -89.99999860010305, -26.87469741380728 -89.99999860010894, -26.87414627192128 -89.99999860011226, -26.87357928267639 -89.99999860011289, -26.873018104089883 -89.99999860011081, -26.87248443964581 -89.99999860010608, -26.871998687538365 -89.9999986000989, -26.87157964771864 -89.99999860008954, -26.871243243030143 -89.99999860007838, -26.871002553362576 -89.99999860006582, -26.87086678937515 -89.99999860005235, -26.8708411085219 -89.9999986000385, -26.870926577061354 -89.99999860002478, -26.871119835270548 -89.99999860001176, -26.87141350902047 -89.99999859999988))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026)",
 "Modified is greater than or equal to 2026-02-06"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017015-260129131611470/datasets/export for details.
DOI: 10.5281/zenodo.13173292
title: ETHICS IN MICROFINANCE_RADICAL AFFINITY INDEX RAI APPLIED TO MICROFINANCE

description: We have adapted the Radical Affinity Index for the analysis of ethics in micro financial institutions. It was used the data available at december 2023. We have review all the web pages one by one and establish each evaluation from 0 to 4 for the RAI aspects:  transparency, placemento fo assets, guarantees and participation. Ohter aspects from MIX Market database has taken into account after we review the information before to proceed. They are: Country, Region, Legal Status, Total Assets (US$), Loan Portfolio/Asset, Average Loan and Balance per Borrower/GDPpc
DOI: 10.5281/zenodo.13173291
title: ETHICS IN MICROFINANCE_RADICAL AFFINITY INDEX RAI APPLIED TO MICROFINANCE

description: We have adapted the Radical Affinity Index for the analysis of ethics in micro financial institutions. It was used the data available at december 2023. We have review all the web pages one by one and establish each evaluation from 0 to 4 for the RAI aspects:  transparency, placemento fo assets, guarantees and participation. Ohter aspects from MIX Market database has taken into account after we review the information before to proceed. They are: Country, Region, Legal Status, Total Assets (US$), Loan Portfolio/Asset, Average Loan and Balance per Borrower/GDPpc
DOI: 10.7910/dvn/9cdged
title: Replication Data for: Gender, Party, and Primary Turnout

description: This data replicates the article "Gender, Party, and Primary Turnout"
DOI: 10.15468/dl.wrsw6y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-26.871338947902935 -89.99999864374855, -26.871734028643573 -89.99999864373832, -26.872205886261224 -89.9999986437301, -26.872736443603877 -89.99999864372423, -26.873305204469613 -89.9999986437209, -26.873890447789712 -89.99999864372028, -26.87446955989107 -89.99999864372236, -26.87502041531064 -89.99999864372707, -26.87552169886103 -89.99999864373426, -26.875954277742576 -89.99999864374361, -26.87630145007293 -89.99999864375478, -26.876549980413504 -89.99999864376733, -26.876690155490117 -89.9999986437808, -26.876716711115492 -89.99999864379465, -26.876628538148967 -89.99999864380837, -26.876429096136295 -89.99999864382141, -26.876125989953355 -89.99999864383328, -26.875730914657577 -89.99999864384351, -26.87525903894009 -89.99999864385173, -26.8747284427358 -89.99999864385761, -26.87415962811587 -89.99999864386092, -26.873574324357847 -89.99999864386156, -26.87299515434773 -89.99999864385946, -26.87244425231657 -89.99999864385475, -26.871942940623775 -89.99999864384756, -26.87151035627597 -89.99999864383821, -26.87116320204766 -89.99999864382704, -26.87091471054593 -89.9999986438145, -26.87077458923857 -89.99999864380102, -26.87074809402593 -89.99999864378717, -26.87083632493355 -89.99999864377345, -26.871035813526753 -89.99999864376043, -26.871338947902935 -89.99999864374855))",
 "KingdomKey is one of (Animalia, Fungi, Plantae)",
 "Year is one of (2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, 2026)",
 "Modified is greater than or equal to 2026-02-06"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017016-260129131611470/datasets/export for details.